diff --git "a/mdiff4str_base_syn/train.log" "b/mdiff4str_base_syn/train.log" new file mode 100644--- /dev/null +++ "b/mdiff4str_base_syn/train.log" @@ -0,0 +1,11321 @@ +[2025/07/22 22:02:56] openrec INFO: ----------- Config ----------- +[2025/07/22 22:02:56] openrec INFO: Architecture : +[2025/07/22 22:02:56] openrec INFO: Decoder : +[2025/07/22 22:02:56] openrec INFO: autoregressive_decoding : False +[2025/07/22 22:02:56] openrec INFO: cloze_mask_decoding : False +[2025/07/22 22:02:56] openrec INFO: low_confidence_decoding : False +[2025/07/22 22:02:56] openrec INFO: max_len : 25 +[2025/07/22 22:02:56] openrec INFO: name : MDiffDecoder +[2025/07/22 22:02:56] openrec INFO: nhead : 6 +[2025/07/22 22:02:56] openrec INFO: num_decoder_layers : 6 +[2025/07/22 22:02:56] openrec INFO: parallel_decoding : False +[2025/07/22 22:02:56] openrec INFO: random_mask_decoding : False +[2025/07/22 22:02:56] openrec INFO: sample_k : 3 +[2025/07/22 22:02:56] openrec INFO: sampler_step : 3 +[2025/07/22 22:02:56] openrec INFO: semi_autoregressive_decoding : True +[2025/07/22 22:02:56] openrec INFO: Encoder : +[2025/07/22 22:02:56] openrec INFO: depths : [6, 6, 6] +[2025/07/22 22:02:56] openrec INFO: dims : [128, 256, 384] +[2025/07/22 22:02:56] openrec INFO: feat2d : False +[2025/07/22 22:02:56] openrec INFO: last_stage : False +[2025/07/22 22:02:56] openrec INFO: local_k : [[5, 5], [5, 5], [-1, -1]] +[2025/07/22 22:02:56] openrec INFO: mixer : [['Conv', 'Conv', 'Conv', 'Conv', 'Conv', 'Conv'], ['Conv', 'Conv', 'FGlobal', 'Global', 'Global', 'Global'], ['Global', 'Global', 'Global', 'Global', 'Global', 'Global']] +[2025/07/22 22:02:56] openrec INFO: name : SVTRv2LNConvTwo33 +[2025/07/22 22:02:56] openrec INFO: num_heads : [4, 8, 12] +[2025/07/22 22:02:56] openrec INFO: sub_k : [[1, 1], [2, 1], [-1, -1]] +[2025/07/22 22:02:56] openrec INFO: use_pos_embed : False +[2025/07/22 22:02:56] openrec INFO: Transform : None +[2025/07/22 22:02:56] openrec INFO: algorithm : NRTR +[2025/07/22 22:02:56] openrec INFO: in_channels : 3 +[2025/07/22 22:02:56] openrec INFO: model_type : rec +[2025/07/22 22:02:56] openrec INFO: Eval : +[2025/07/22 22:02:56] openrec INFO: dataset : +[2025/07/22 22:02:56] openrec INFO: data_dir_list : ['../evaluation/CUTE80', '../evaluation/IC13_857', '../evaluation/IC15_1811', '../evaluation/IIIT5k_3000', '../evaluation/SVT', '../evaluation/SVTP'] +[2025/07/22 22:02:56] openrec INFO: ds_width : True +[2025/07/22 22:02:56] openrec INFO: name : RatioDataSetTVResize +[2025/07/22 22:02:56] openrec INFO: padding : False +[2025/07/22 22:02:56] openrec INFO: transforms : +[2025/07/22 22:02:56] openrec INFO: DecodeImagePIL : +[2025/07/22 22:02:56] openrec INFO: img_mode : RGB +[2025/07/22 22:02:56] openrec INFO: ARLabelEncode : +[2025/07/22 22:02:56] openrec INFO: character_dict_path : ./tools/utils/EN_symbol_dict.txt +[2025/07/22 22:02:56] openrec INFO: max_text_length : 25 +[2025/07/22 22:02:56] openrec INFO: use_space_char : False +[2025/07/22 22:02:56] openrec INFO: KeepKeys : +[2025/07/22 22:02:56] openrec INFO: keep_keys : ['image', 'label', 'length'] +[2025/07/22 22:02:56] openrec INFO: loader : +[2025/07/22 22:02:56] openrec INFO: batch_size_per_card : 256 +[2025/07/22 22:02:56] openrec INFO: drop_last : False +[2025/07/22 22:02:56] openrec INFO: max_ratio : 4 +[2025/07/22 22:02:56] openrec INFO: num_workers : 4 +[2025/07/22 22:02:56] openrec INFO: shuffle : False +[2025/07/22 22:02:56] openrec INFO: sampler : +[2025/07/22 22:02:56] openrec INFO: divided_factor : [4, 16] +[2025/07/22 22:02:56] openrec INFO: first_bs : 256 +[2025/07/22 22:02:56] openrec INFO: fix_bs : False +[2025/07/22 22:02:56] openrec INFO: is_training : False +[2025/07/22 22:02:56] openrec INFO: name : RatioSampler +[2025/07/22 22:02:56] openrec INFO: scales : [[128, 32]] +[2025/07/22 22:02:56] openrec INFO: Global : +[2025/07/22 22:02:56] openrec INFO: cal_metric_during_train : False +[2025/07/22 22:02:56] openrec INFO: character_dict_path : ./tools/utils/EN_symbol_dict.txt +[2025/07/22 22:02:56] openrec INFO: checkpoints : None +[2025/07/22 22:02:56] openrec INFO: device : gpu +[2025/07/22 22:02:56] openrec INFO: distributed : True +[2025/07/22 22:02:56] openrec INFO: epoch_num : 60 +[2025/07/22 22:02:56] openrec INFO: eval_batch_step : [0, 500] +[2025/07/22 22:02:56] openrec INFO: eval_epoch_step : [0, 1] +[2025/07/22 22:02:56] openrec INFO: grad_clip_val : 20.0 +[2025/07/22 22:02:56] openrec INFO: infer_img : ./img_44_1.jpg +[2025/07/22 22:02:56] openrec INFO: log_smooth_window : 20 +[2025/07/22 22:02:56] openrec INFO: max_text_length : 25 +[2025/07/22 22:02:56] openrec INFO: output_dir : ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/ +[2025/07/22 22:02:56] openrec INFO: pretrained_model : None +[2025/07/22 22:02:56] openrec INFO: print_batch_step : 10 +[2025/07/22 22:02:56] openrec INFO: save_epoch_step : [10, 1] +[2025/07/22 22:02:56] openrec INFO: save_res_path : ./output/rec/u14m_filter/predicts_svtrv2_nrtr.txt +[2025/07/22 22:02:56] openrec INFO: use_amp : True +[2025/07/22 22:02:56] openrec INFO: use_space_char : False +[2025/07/22 22:02:56] openrec INFO: use_tensorboard : False +[2025/07/22 22:02:56] openrec INFO: LRScheduler : +[2025/07/22 22:02:56] openrec INFO: cycle_momentum : False +[2025/07/22 22:02:56] openrec INFO: name : OneCycleLR +[2025/07/22 22:02:56] openrec INFO: warmup_epoch : 3 +[2025/07/22 22:02:56] openrec INFO: Loss : +[2025/07/22 22:02:56] openrec INFO: name : NoneLoss +[2025/07/22 22:02:56] openrec INFO: Metric : +[2025/07/22 22:02:56] openrec INFO: is_filter : True +[2025/07/22 22:02:56] openrec INFO: main_indicator : acc +[2025/07/22 22:02:56] openrec INFO: name : RecMetric +[2025/07/22 22:02:56] openrec INFO: Optimizer : +[2025/07/22 22:02:56] openrec INFO: filter_bias_and_bn : True +[2025/07/22 22:02:56] openrec INFO: lr : 0.0005 +[2025/07/22 22:02:56] openrec INFO: name : AdamW +[2025/07/22 22:02:56] openrec INFO: weight_decay : 0.05 +[2025/07/22 22:02:56] openrec INFO: PostProcess : +[2025/07/22 22:02:56] openrec INFO: character_dict_path : ./tools/utils/EN_symbol_dict.txt +[2025/07/22 22:02:56] openrec INFO: name : ARLabelDecode +[2025/07/22 22:02:56] openrec INFO: use_space_char : False +[2025/07/22 22:02:56] openrec INFO: Train : +[2025/07/22 22:02:56] openrec INFO: dataset : +[2025/07/22 22:02:56] openrec INFO: data_dir_list : ['../Union14M-L-LMDB-Filtered/filter_train_challenging', '../Union14M-L-LMDB-Filtered/filter_train_hard', '../Union14M-L-LMDB-Filtered/filter_train_medium', '../Union14M-L-LMDB-Filtered/filter_train_normal', '../Union14M-L-LMDB-Filtered/filter_train_easy'] +[2025/07/22 22:02:56] openrec INFO: ds_width : True +[2025/07/22 22:02:56] openrec INFO: name : RatioDataSetTVResize +[2025/07/22 22:02:56] openrec INFO: padding : False +[2025/07/22 22:02:56] openrec INFO: syn : True +[2025/07/22 22:02:56] openrec INFO: transforms : +[2025/07/22 22:02:56] openrec INFO: DecodeImagePIL : +[2025/07/22 22:02:56] openrec INFO: img_mode : RGB +[2025/07/22 22:02:56] openrec INFO: PARSeqAugPIL : None +[2025/07/22 22:02:56] openrec INFO: LLaDALabelEncode : +[2025/07/22 22:02:56] openrec INFO: character_dict_path : ./tools/utils/EN_symbol_dict.txt +[2025/07/22 22:02:56] openrec INFO: max_text_length : 25 +[2025/07/22 22:02:56] openrec INFO: sample_num : 3 +[2025/07/22 22:02:56] openrec INFO: train_all_layer : True +[2025/07/22 22:02:56] openrec INFO: use_space_char : False +[2025/07/22 22:02:56] openrec INFO: KeepKeys : +[2025/07/22 22:02:56] openrec INFO: keep_keys : ['image', 'label', 'reflect_ids', 'noisy_batch', 'masked_indices', 'p_mask', 'length'] +[2025/07/22 22:02:56] openrec INFO: loader : +[2025/07/22 22:02:56] openrec INFO: batch_size_per_card : 256 +[2025/07/22 22:02:56] openrec INFO: drop_last : True +[2025/07/22 22:02:56] openrec INFO: max_ratio : 4 +[2025/07/22 22:02:56] openrec INFO: num_workers : 4 +[2025/07/22 22:02:56] openrec INFO: shuffle : True +[2025/07/22 22:02:56] openrec INFO: sampler : +[2025/07/22 22:02:56] openrec INFO: divided_factor : [4, 16] +[2025/07/22 22:02:56] openrec INFO: first_bs : 256 +[2025/07/22 22:02:56] openrec INFO: fix_bs : False +[2025/07/22 22:02:56] openrec INFO: is_training : True +[2025/07/22 22:02:56] openrec INFO: name : RatioSampler +[2025/07/22 22:02:56] openrec INFO: scales : [[128, 32]] +[2025/07/22 22:02:56] openrec INFO: config : configs/rec/llada/svtrv2_llada_fs_reflect_onedecoder_reflectwithoutmask_sample3_syn.yml +[2025/07/22 22:02:56] openrec INFO: eval : True +[2025/07/22 22:02:56] openrec INFO: filename : svtrv2_llada_fs_reflect_onedecoder_reflectwithoutmask_sample3_syn +[2025/07/22 22:02:56] openrec INFO: local_rank : 0 +[2025/07/22 22:02:56] openrec INFO: --------------------------------------------- +[2025/07/22 22:02:57] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep3/gpu2_ep3 +[2025/07/22 22:02:57] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep3/gpu0_ep3 +[2025/07/22 22:02:57] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep3/gpu1_ep3 +[2025/07/22 22:02:57] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep3/gpu3_ep3 +[2025/07/22 22:03:06] openrec INFO: 0 +[2025/07/22 22:03:06] openrec INFO: 791392 +[2025/07/22 22:03:06] openrec INFO: 961881 +[2025/07/22 22:03:06] openrec INFO: 668028 +[2025/07/22 22:03:06] openrec INFO: 997534 +[2025/07/22 22:03:08] openrec INFO: train dataloader has 1672 iters +[2025/07/22 22:03:08] openrec INFO: Initialize indexs of datasets:../evaluation/CUTE80 +[2025/07/22 22:03:08] openrec INFO: Initialize indexs of datasets:../evaluation/IC13_857 +[2025/07/22 22:03:08] openrec INFO: Initialize indexs of datasets:../evaluation/IC15_1811 +[2025/07/22 22:03:08] openrec INFO: Initialize indexs of datasets:../evaluation/IIIT5k_3000 +[2025/07/22 22:03:08] openrec INFO: Initialize indexs of datasets:../evaluation/SVT +[2025/07/22 22:03:08] openrec INFO: Initialize indexs of datasets:../evaluation/SVTP +[2025/07/22 22:03:08] openrec INFO: 0 +[2025/07/22 22:03:08] openrec INFO: 1309 +[2025/07/22 22:03:08] openrec INFO: 2687 +[2025/07/22 22:03:08] openrec INFO: 1745 +[2025/07/22 22:03:08] openrec INFO: 1507 +[2025/07/22 22:03:08] openrec INFO: valid dataloader has 30 iters +[2025/07/22 22:03:09] openrec INFO: {'Total': 31932864, 'Trainable': 31932864} +[2025/07/22 22:03:09] openrec INFO: train from scratch +[2025/07/22 22:03:10] openrec INFO: run with torch 2.2.0 and device cuda:0 +[2025/07/22 22:03:10] openrec INFO: During the training process, after the 0th epoch, an evaluation is run every 1 epoch +[2025/07/22 22:03:10] openrec INFO: During the training process, after the 0th iteration, an evaluation is run every 500 iterations +[2025/07/22 22:03:10] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep1/gpu0_ep1 +[2025/07/22 22:03:10] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep1/gpu1_ep1 +[2025/07/22 22:03:10] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep1/gpu3_ep1 +[2025/07/22 22:03:10] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep1/gpu2_ep1 +[2025/07/22 22:03:20] openrec INFO: 0 +[2025/07/22 22:03:20] openrec INFO: 790325 +[2025/07/22 22:03:20] openrec INFO: 961651 +[2025/07/22 22:03:20] openrec INFO: 666436 +[2025/07/22 22:03:20] openrec INFO: 998180 +[2025/07/22 22:03:37] openrec INFO: epoch: [1/60], global_step: 10, lr: 0.000020, loss: 7.670685, avg_reader_cost: 1.22514 s, avg_batch_cost: 2.66837 s, avg_samples: 256.0, ips: 95.93856 samples/s, eta: 3 days, 2:15:44 +[2025/07/22 22:03:42] openrec INFO: epoch: [1/60], global_step: 20, lr: 0.000020, loss: 7.448515, avg_reader_cost: 0.01330 s, avg_batch_cost: 0.50572 s, avg_samples: 256.0, ips: 506.20979 samples/s, eta: 1 day, 20:09:50 +[2025/07/22 22:03:46] openrec INFO: epoch: [1/60], global_step: 30, lr: 0.000020, loss: 7.044774, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.40737 s, avg_samples: 256.0, ips: 628.42760 samples/s, eta: 1 day, 9:13:04 +[2025/07/22 22:03:50] openrec INFO: epoch: [1/60], global_step: 40, lr: 0.000020, loss: 6.832886, avg_reader_cost: 0.01390 s, avg_batch_cost: 0.40048 s, avg_samples: 256.0, ips: 639.23637 samples/s, eta: 1 day, 3:41:47 +[2025/07/22 22:03:54] openrec INFO: epoch: [1/60], global_step: 50, lr: 0.000020, loss: 6.752959, avg_reader_cost: 0.01119 s, avg_batch_cost: 0.41698 s, avg_samples: 256.0, ips: 613.93382 samples/s, eta: 1 day, 0:28:30 +[2025/07/22 22:03:58] openrec INFO: epoch: [1/60], global_step: 60, lr: 0.000020, loss: 6.699772, avg_reader_cost: 0.01209 s, avg_batch_cost: 0.39841 s, avg_samples: 256.0, ips: 642.55963 samples/s, eta: 22:14:27 +[2025/07/22 22:04:02] openrec INFO: epoch: [1/60], global_step: 70, lr: 0.000020, loss: 6.616247, avg_reader_cost: 0.01283 s, avg_batch_cost: 0.37687 s, avg_samples: 256.0, ips: 679.28412 samples/s, eta: 20:33:33 +[2025/07/22 22:04:06] openrec INFO: epoch: [1/60], global_step: 80, lr: 0.000020, loss: 6.649609, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.38703 s, avg_samples: 256.0, ips: 661.44262 samples/s, eta: 19:19:58 +[2025/07/22 22:04:10] openrec INFO: epoch: [1/60], global_step: 90, lr: 0.000020, loss: 6.532244, avg_reader_cost: 0.01945 s, avg_batch_cost: 0.37602 s, avg_samples: 256.0, ips: 680.81144 samples/s, eta: 18:20:42 +[2025/07/22 22:04:14] openrec INFO: epoch: [1/60], global_step: 100, lr: 0.000020, loss: 6.459304, avg_reader_cost: 0.01579 s, avg_batch_cost: 0.37357 s, avg_samples: 256.0, ips: 685.28015 samples/s, eta: 17:32:51 +[2025/07/22 22:04:17] openrec INFO: epoch: [1/60], global_step: 110, lr: 0.000020, loss: 6.163094, avg_reader_cost: 0.01429 s, avg_batch_cost: 0.35745 s, avg_samples: 256.0, ips: 716.17905 samples/s, eta: 16:51:15 +[2025/07/22 22:04:21] openrec INFO: epoch: [1/60], global_step: 120, lr: 0.000021, loss: 5.790268, avg_reader_cost: 0.01328 s, avg_batch_cost: 0.37481 s, avg_samples: 256.0, ips: 683.00685 samples/s, eta: 16:18:59 +[2025/07/22 22:04:25] openrec INFO: epoch: [1/60], global_step: 130, lr: 0.000021, loss: 5.619706, avg_reader_cost: 0.01632 s, avg_batch_cost: 0.37652 s, avg_samples: 256.0, ips: 679.90536 samples/s, eta: 15:51:53 +[2025/07/22 22:04:29] openrec INFO: epoch: [1/60], global_step: 140, lr: 0.000021, loss: 5.394456, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.38556 s, avg_samples: 256.0, ips: 663.96139 samples/s, eta: 15:29:44 +[2025/07/22 22:04:33] openrec INFO: epoch: [1/60], global_step: 150, lr: 0.000021, loss: 5.208164, avg_reader_cost: 0.01287 s, avg_batch_cost: 0.39527 s, avg_samples: 256.0, ips: 647.65405 samples/s, eta: 15:11:36 +[2025/07/22 22:04:37] openrec INFO: epoch: [1/60], global_step: 160, lr: 0.000021, loss: 5.219213, avg_reader_cost: 0.01330 s, avg_batch_cost: 0.40888 s, avg_samples: 256.0, ips: 626.09393 samples/s, eta: 14:57:09 +[2025/07/22 22:04:40] openrec INFO: epoch: [1/60], global_step: 170, lr: 0.000021, loss: 5.213876, avg_reader_cost: 0.01176 s, avg_batch_cost: 0.38081 s, avg_samples: 256.0, ips: 672.24827 samples/s, eta: 14:41:39 +[2025/07/22 22:04:44] openrec INFO: epoch: [1/60], global_step: 180, lr: 0.000021, loss: 5.083464, avg_reader_cost: 0.01096 s, avg_batch_cost: 0.36254 s, avg_samples: 256.0, ips: 706.12897 samples/s, eta: 14:26:09 +[2025/07/22 22:04:48] openrec INFO: epoch: [1/60], global_step: 190, lr: 0.000022, loss: 5.060912, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.38874 s, avg_samples: 256.0, ips: 658.54545 samples/s, eta: 14:14:35 +[2025/07/22 22:04:52] openrec INFO: epoch: [1/60], global_step: 200, lr: 0.000022, loss: 4.956468, avg_reader_cost: 0.01373 s, avg_batch_cost: 0.36318 s, avg_samples: 256.0, ips: 704.88367 samples/s, eta: 14:02:02 +[2025/07/22 22:04:55] openrec INFO: epoch: [1/60], global_step: 210, lr: 0.000022, loss: 4.966735, avg_reader_cost: 0.01313 s, avg_batch_cost: 0.36808 s, avg_samples: 256.0, ips: 695.49607 samples/s, eta: 13:51:04 +[2025/07/22 22:04:59] openrec INFO: epoch: [1/60], global_step: 220, lr: 0.000022, loss: 4.813962, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.39084 s, avg_samples: 256.0, ips: 654.99325 samples/s, eta: 13:42:49 +[2025/07/22 22:05:03] openrec INFO: epoch: [1/60], global_step: 230, lr: 0.000022, loss: 4.847413, avg_reader_cost: 0.01602 s, avg_batch_cost: 0.36978 s, avg_samples: 256.0, ips: 692.31185 samples/s, eta: 13:33:45 +[2025/07/22 22:05:07] openrec INFO: epoch: [1/60], global_step: 240, lr: 0.000022, loss: 4.792535, avg_reader_cost: 0.01464 s, avg_batch_cost: 0.37874 s, avg_samples: 256.0, ips: 675.93378 samples/s, eta: 13:26:04 +[2025/07/22 22:05:11] openrec INFO: epoch: [1/60], global_step: 250, lr: 0.000023, loss: 4.771227, avg_reader_cost: 0.01370 s, avg_batch_cost: 0.37523 s, avg_samples: 256.0, ips: 682.24258 samples/s, eta: 13:18:45 +[2025/07/22 22:05:14] openrec INFO: epoch: [1/60], global_step: 260, lr: 0.000023, loss: 4.718711, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.37540 s, avg_samples: 256.0, ips: 681.94802 samples/s, eta: 13:12:00 +[2025/07/22 22:05:18] openrec INFO: epoch: [1/60], global_step: 270, lr: 0.000023, loss: 4.695218, avg_reader_cost: 0.01336 s, avg_batch_cost: 0.38363 s, avg_samples: 256.0, ips: 667.30651 samples/s, eta: 13:06:15 +[2025/07/22 22:05:22] openrec INFO: epoch: [1/60], global_step: 280, lr: 0.000023, loss: 4.667004, avg_reader_cost: 0.01183 s, avg_batch_cost: 0.39598 s, avg_samples: 256.0, ips: 646.49955 samples/s, eta: 13:01:39 +[2025/07/22 22:05:26] openrec INFO: epoch: [1/60], global_step: 290, lr: 0.000024, loss: 4.351397, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.42841 s, avg_samples: 256.0, ips: 597.56446 samples/s, eta: 12:59:13 +[2025/07/22 22:05:30] openrec INFO: epoch: [1/60], global_step: 300, lr: 0.000024, loss: 4.283278, avg_reader_cost: 0.01209 s, avg_batch_cost: 0.37330 s, avg_samples: 256.0, ips: 685.76714 samples/s, eta: 12:53:53 +[2025/07/22 22:05:34] openrec INFO: epoch: [1/60], global_step: 310, lr: 0.000024, loss: 4.640889, avg_reader_cost: 0.01240 s, avg_batch_cost: 0.35568 s, avg_samples: 256.0, ips: 719.74965 samples/s, eta: 12:47:57 +[2025/07/22 22:05:37] openrec INFO: epoch: [1/60], global_step: 320, lr: 0.000025, loss: 4.640889, avg_reader_cost: 0.01226 s, avg_batch_cost: 0.36001 s, avg_samples: 256.0, ips: 711.09102 samples/s, eta: 12:42:36 +[2025/07/22 22:05:41] openrec INFO: epoch: [1/60], global_step: 330, lr: 0.000025, loss: 4.590623, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.37045 s, avg_samples: 256.0, ips: 691.05899 samples/s, eta: 12:38:06 +[2025/07/22 22:05:45] openrec INFO: epoch: [1/60], global_step: 340, lr: 0.000025, loss: 4.605256, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.37616 s, avg_samples: 256.0, ips: 680.56504 samples/s, eta: 12:34:09 +[2025/07/22 22:05:48] openrec INFO: epoch: [1/60], global_step: 350, lr: 0.000025, loss: 4.640612, avg_reader_cost: 0.01162 s, avg_batch_cost: 0.36234 s, avg_samples: 256.0, ips: 706.51707 samples/s, eta: 12:29:45 +[2025/07/22 22:05:53] openrec INFO: epoch: [1/60], global_step: 360, lr: 0.000026, loss: 4.579819, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.43043 s, avg_samples: 256.0, ips: 594.75032 samples/s, eta: 12:28:45 +[2025/07/22 22:05:57] openrec INFO: epoch: [1/60], global_step: 370, lr: 0.000026, loss: 4.480132, avg_reader_cost: 0.01155 s, avg_batch_cost: 0.40376 s, avg_samples: 256.0, ips: 634.03601 samples/s, eta: 12:26:36 +[2025/07/22 22:06:01] openrec INFO: epoch: [1/60], global_step: 380, lr: 0.000026, loss: 4.473032, avg_reader_cost: 0.01114 s, avg_batch_cost: 0.40491 s, avg_samples: 256.0, ips: 632.24385 samples/s, eta: 12:24:36 +[2025/07/22 22:06:05] openrec INFO: epoch: [1/60], global_step: 390, lr: 0.000027, loss: 4.502600, avg_reader_cost: 0.01148 s, avg_batch_cost: 0.41198 s, avg_samples: 256.0, ips: 621.38351 samples/s, eta: 12:23:01 +[2025/07/22 22:06:09] openrec INFO: epoch: [1/60], global_step: 400, lr: 0.000027, loss: 4.452185, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.40718 s, avg_samples: 256.0, ips: 628.71027 samples/s, eta: 12:21:18 +[2025/07/22 22:06:13] openrec INFO: epoch: [1/60], global_step: 410, lr: 0.000028, loss: 4.558833, avg_reader_cost: 0.01946 s, avg_batch_cost: 0.38601 s, avg_samples: 256.0, ips: 663.20029 samples/s, eta: 12:18:48 +[2025/07/22 22:06:17] openrec INFO: epoch: [1/60], global_step: 420, lr: 0.000028, loss: 4.492392, avg_reader_cost: 0.01235 s, avg_batch_cost: 0.42350 s, avg_samples: 256.0, ips: 604.48688 samples/s, eta: 12:17:54 +[2025/07/22 22:06:21] openrec INFO: epoch: [1/60], global_step: 430, lr: 0.000028, loss: 4.352026, avg_reader_cost: 0.01535 s, avg_batch_cost: 0.42288 s, avg_samples: 256.0, ips: 605.36926 samples/s, eta: 12:17:01 +[2025/07/22 22:06:26] openrec INFO: epoch: [1/60], global_step: 440, lr: 0.000029, loss: 4.462536, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.41997 s, avg_samples: 256.0, ips: 609.56581 samples/s, eta: 12:16:04 +[2025/07/22 22:06:30] openrec INFO: epoch: [1/60], global_step: 450, lr: 0.000029, loss: 4.435346, avg_reader_cost: 0.01224 s, avg_batch_cost: 0.38055 s, avg_samples: 256.0, ips: 672.70932 samples/s, eta: 12:13:42 +[2025/07/22 22:06:34] openrec INFO: epoch: [1/60], global_step: 460, lr: 0.000029, loss: 4.445630, avg_reader_cost: 0.01106 s, avg_batch_cost: 0.41625 s, avg_samples: 256.0, ips: 615.01383 samples/s, eta: 12:12:43 +[2025/07/22 22:06:38] openrec INFO: epoch: [1/60], global_step: 470, lr: 0.000030, loss: 4.308466, avg_reader_cost: 0.01322 s, avg_batch_cost: 0.39162 s, avg_samples: 256.0, ips: 653.69480 samples/s, eta: 12:10:55 +[2025/07/22 22:06:41] openrec INFO: epoch: [1/60], global_step: 480, lr: 0.000030, loss: 4.383983, avg_reader_cost: 0.01544 s, avg_batch_cost: 0.35731 s, avg_samples: 256.0, ips: 716.46864 samples/s, eta: 12:07:59 +[2025/07/22 22:06:45] openrec INFO: epoch: [1/60], global_step: 490, lr: 0.000031, loss: 4.348070, avg_reader_cost: 0.01912 s, avg_batch_cost: 0.36263 s, avg_samples: 256.0, ips: 705.95245 samples/s, eta: 12:05:21 +[2025/07/22 22:06:48] openrec INFO: epoch: [1/60], global_step: 500, lr: 0.000031, loss: 4.289948, avg_reader_cost: 0.01660 s, avg_batch_cost: 0.35449 s, avg_samples: 256.0, ips: 722.15774 samples/s, eta: 12:02:33 +[2025/07/22 22:06:53] openrec INFO: cur metric, acc: 0.0033112582735771823, norm_edit_dis: 0.11659525562663053, num_samples: 7248, fps: 2307.4241430418106 +[2025/07/22 22:06:53] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 22:06:53] openrec INFO: best metric, acc: 0.0033112582735771823, norm_edit_dis: 0.11659525562663053, num_samples: 7248, fps: 2307.4241430418106, best_epoch: 1 +[2025/07/22 22:06:57] openrec INFO: epoch: [1/60], global_step: 510, lr: 0.000032, loss: 4.541847, avg_reader_cost: 0.45108 s, avg_batch_cost: 0.83785 s, avg_samples: 256.0, 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avg_reader_cost: 0.01103 s, avg_batch_cost: 0.40630 s, avg_samples: 256.0, ips: 630.08322 samples/s, eta: 12:07:44 +[2025/07/22 22:07:21] openrec INFO: epoch: [1/60], global_step: 570, lr: 0.000035, loss: 4.388141, avg_reader_cost: 0.01378 s, avg_batch_cost: 0.42234 s, avg_samples: 256.0, ips: 606.15340 samples/s, eta: 12:07:12 +[2025/07/22 22:07:25] openrec INFO: epoch: [1/60], global_step: 580, lr: 0.000035, loss: 4.239403, avg_reader_cost: 0.01170 s, avg_batch_cost: 0.39893 s, avg_samples: 256.0, ips: 641.71713 samples/s, eta: 12:06:01 +[2025/07/22 22:07:29] openrec INFO: epoch: [1/60], global_step: 590, lr: 0.000036, loss: 4.213645, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.39117 s, avg_samples: 256.0, ips: 654.45098 samples/s, eta: 12:04:39 +[2025/07/22 22:07:33] openrec INFO: epoch: [1/60], global_step: 600, lr: 0.000036, loss: 4.173836, avg_reader_cost: 0.01075 s, avg_batch_cost: 0.40108 s, avg_samples: 256.0, ips: 638.28339 samples/s, eta: 12:03:36 +[2025/07/22 22:07:37] openrec INFO: epoch: [1/60], global_step: 610, lr: 0.000037, loss: 4.232122, avg_reader_cost: 0.01483 s, avg_batch_cost: 0.40088 s, avg_samples: 256.0, ips: 638.59680 samples/s, eta: 12:02:34 +[2025/07/22 22:07:40] openrec INFO: epoch: [1/60], global_step: 620, lr: 0.000037, loss: 4.334662, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.37647 s, avg_samples: 256.0, ips: 679.99315 samples/s, eta: 12:00:55 +[2025/07/22 22:07:44] openrec INFO: epoch: [1/60], global_step: 630, lr: 0.000038, loss: 4.355811, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.38228 s, avg_samples: 256.0, ips: 669.66999 samples/s, eta: 11:59:28 +[2025/07/22 22:07:49] openrec INFO: epoch: [1/60], global_step: 640, lr: 0.000038, loss: 4.253151, avg_reader_cost: 0.01353 s, avg_batch_cost: 0.42851 s, avg_samples: 256.0, ips: 597.42179 samples/s, eta: 11:59:16 +[2025/07/22 22:07:52] openrec INFO: epoch: [1/60], global_step: 650, lr: 0.000039, loss: 4.095087, avg_reader_cost: 0.01281 s, avg_batch_cost: 0.37269 s, 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+[2025/07/22 22:08:32] openrec INFO: epoch: [1/60], global_step: 750, lr: 0.000045, loss: 4.297654, avg_reader_cost: 0.01815 s, avg_batch_cost: 0.36812 s, avg_samples: 256.0, ips: 695.42612 samples/s, eta: 11:48:04 +[2025/07/22 22:08:35] openrec INFO: epoch: [1/60], global_step: 760, lr: 0.000046, loss: 4.286679, avg_reader_cost: 0.01308 s, avg_batch_cost: 0.37861 s, avg_samples: 256.0, ips: 676.15946 samples/s, eta: 11:46:57 +[2025/07/22 22:08:39] openrec INFO: epoch: [1/60], global_step: 770, lr: 0.000047, loss: 4.069862, avg_reader_cost: 0.01709 s, avg_batch_cost: 0.36797 s, avg_samples: 256.0, ips: 695.70030 samples/s, eta: 11:45:37 +[2025/07/22 22:08:43] openrec INFO: epoch: [1/60], global_step: 780, lr: 0.000047, loss: 4.180457, avg_reader_cost: 0.01016 s, avg_batch_cost: 0.38597 s, avg_samples: 256.0, ips: 663.26579 samples/s, eta: 11:44:42 +[2025/07/22 22:08:47] openrec INFO: epoch: [1/60], global_step: 790, lr: 0.000048, loss: 4.230107, avg_reader_cost: 0.02000 s, 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samples/s, eta: 11:35:09 +[2025/07/22 22:09:25] openrec INFO: epoch: [1/60], global_step: 890, lr: 0.000056, loss: 4.127823, avg_reader_cost: 0.01314 s, avg_batch_cost: 0.43390 s, avg_samples: 256.0, ips: 590.00032 samples/s, eta: 11:35:20 +[2025/07/22 22:09:29] openrec INFO: epoch: [1/60], global_step: 900, lr: 0.000056, loss: 4.121904, avg_reader_cost: 0.01165 s, avg_batch_cost: 0.42253 s, avg_samples: 256.0, ips: 605.86784 samples/s, eta: 11:35:19 +[2025/07/22 22:09:34] openrec INFO: epoch: [1/60], global_step: 910, lr: 0.000057, loss: 4.045917, avg_reader_cost: 0.01224 s, avg_batch_cost: 0.40874 s, avg_samples: 256.0, ips: 626.30969 samples/s, eta: 11:35:02 +[2025/07/22 22:09:37] openrec INFO: epoch: [1/60], global_step: 920, lr: 0.000058, loss: 3.940719, avg_reader_cost: 0.01377 s, avg_batch_cost: 0.38684 s, avg_samples: 256.0, ips: 661.76577 samples/s, eta: 11:34:22 +[2025/07/22 22:09:42] openrec INFO: epoch: [1/60], global_step: 930, lr: 0.000059, loss: 4.038027, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.40672 s, avg_samples: 256.0, ips: 629.43086 samples/s, eta: 11:34:04 +[2025/07/22 22:09:46] openrec INFO: epoch: [1/60], global_step: 940, lr: 0.000060, loss: 4.131336, avg_reader_cost: 0.01248 s, avg_batch_cost: 0.42089 s, avg_samples: 256.0, ips: 608.22915 samples/s, eta: 11:34:02 +[2025/07/22 22:09:50] openrec INFO: epoch: [1/60], global_step: 950, lr: 0.000060, loss: 4.122230, avg_reader_cost: 0.01168 s, avg_batch_cost: 0.43590 s, avg_samples: 256.0, ips: 587.28893 samples/s, eta: 11:34:14 +[2025/07/22 22:09:54] openrec INFO: epoch: [1/60], global_step: 960, lr: 0.000061, loss: 4.051195, avg_reader_cost: 0.01114 s, avg_batch_cost: 0.38473 s, avg_samples: 256.0, ips: 665.39321 samples/s, eta: 11:33:34 +[2025/07/22 22:09:58] openrec INFO: epoch: [1/60], global_step: 970, lr: 0.000062, loss: 4.050576, avg_reader_cost: 0.01424 s, avg_batch_cost: 0.38250 s, avg_samples: 256.0, ips: 669.27924 samples/s, eta: 11:32:52 +[2025/07/22 22:10:02] openrec INFO: epoch: [1/60], global_step: 980, lr: 0.000063, loss: 4.061368, avg_reader_cost: 0.01273 s, avg_batch_cost: 0.38275 s, avg_samples: 256.0, ips: 668.84671 samples/s, eta: 11:32:11 +[2025/07/22 22:10:05] openrec INFO: epoch: [1/60], global_step: 990, lr: 0.000064, loss: 4.026668, avg_reader_cost: 0.01214 s, avg_batch_cost: 0.36241 s, avg_samples: 256.0, ips: 706.37870 samples/s, eta: 11:31:11 +[2025/07/22 22:10:10] openrec INFO: epoch: [1/60], global_step: 1000, lr: 0.000065, loss: 4.000252, avg_reader_cost: 0.01133 s, avg_batch_cost: 0.42438 s, avg_samples: 256.0, ips: 603.22978 samples/s, eta: 11:31:13 +[2025/07/22 22:10:13] openrec INFO: cur metric, acc: 0.006070640168224835, norm_edit_dis: 0.13605838144356108, num_samples: 7248, fps: 2863.4591916086447 +[2025/07/22 22:10:13] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 22:10:13] openrec INFO: best metric, acc: 0.006070640168224835, norm_edit_dis: 0.13605838144356108, num_samples: 7248, fps: 2863.4591916086447, best_epoch: 1 +[2025/07/22 22:10:17] openrec INFO: epoch: [1/60], global_step: 1010, lr: 0.000066, loss: 3.938633, avg_reader_cost: 0.40439 s, avg_batch_cost: 0.77466 s, avg_samples: 256.0, ips: 330.46676 samples/s, eta: 11:36:59 +[2025/07/22 22:10:21] openrec INFO: epoch: [1/60], global_step: 1020, lr: 0.000067, loss: 3.996835, avg_reader_cost: 0.01148 s, avg_batch_cost: 0.37457 s, avg_samples: 256.0, ips: 683.44142 samples/s, eta: 11:36:09 +[2025/07/22 22:10:25] openrec INFO: epoch: [1/60], global_step: 1030, lr: 0.000067, loss: 4.075463, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.36073 s, avg_samples: 256.0, ips: 709.66323 samples/s, eta: 11:35:07 +[2025/07/22 22:10:29] openrec INFO: epoch: [1/60], global_step: 1040, lr: 0.000068, loss: 4.077912, avg_reader_cost: 0.01433 s, avg_batch_cost: 0.39995 s, avg_samples: 256.0, ips: 640.07348 samples/s, eta: 11:34:43 +[2025/07/22 22:10:33] openrec INFO: epoch: [1/60], global_step: 1050, lr: 0.000069, loss: 4.042373, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.41462 s, avg_samples: 256.0, ips: 617.43671 samples/s, eta: 11:34:33 +[2025/07/22 22:10:37] openrec INFO: epoch: [1/60], global_step: 1060, lr: 0.000070, loss: 3.913491, avg_reader_cost: 0.01460 s, avg_batch_cost: 0.37550 s, avg_samples: 256.0, ips: 681.75235 samples/s, eta: 11:33:47 +[2025/07/22 22:10:40] openrec INFO: epoch: [1/60], global_step: 1070, lr: 0.000071, loss: 3.915720, avg_reader_cost: 0.01561 s, avg_batch_cost: 0.37707 s, avg_samples: 256.0, ips: 678.92797 samples/s, eta: 11:33:03 +[2025/07/22 22:10:44] openrec INFO: epoch: [1/60], global_step: 1080, lr: 0.000072, loss: 4.067222, avg_reader_cost: 0.01186 s, avg_batch_cost: 0.35929 s, avg_samples: 256.0, ips: 712.52476 samples/s, eta: 11:32:04 +[2025/07/22 22:10:48] openrec INFO: epoch: [1/60], global_step: 1090, lr: 0.000073, loss: 3.872393, avg_reader_cost: 0.01560 s, avg_batch_cost: 0.42186 s, avg_samples: 256.0, ips: 606.83824 samples/s, eta: 11:32:02 +[2025/07/22 22:10:52] openrec INFO: epoch: [1/60], global_step: 1100, lr: 0.000074, loss: 3.934570, avg_reader_cost: 0.01901 s, avg_batch_cost: 0.36501 s, avg_samples: 256.0, ips: 701.35358 samples/s, eta: 11:31:10 +[2025/07/22 22:10:56] openrec INFO: epoch: [1/60], global_step: 1110, lr: 0.000075, loss: 3.961030, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.42567 s, avg_samples: 256.0, ips: 601.40716 samples/s, eta: 11:31:12 +[2025/07/22 22:11:01] openrec INFO: epoch: [1/60], global_step: 1120, lr: 0.000076, loss: 3.957916, avg_reader_cost: 0.01441 s, avg_batch_cost: 0.43853 s, avg_samples: 256.0, ips: 583.76987 samples/s, eta: 11:31:25 +[2025/07/22 22:11:05] openrec INFO: epoch: [1/60], global_step: 1130, lr: 0.000077, loss: 4.010368, avg_reader_cost: 0.01222 s, avg_batch_cost: 0.43559 s, avg_samples: 256.0, ips: 587.70695 samples/s, eta: 11:31:36 +[2025/07/22 22:11:09] openrec INFO: epoch: [1/60], global_step: 1140, lr: 0.000078, loss: 3.943734, avg_reader_cost: 0.01487 s, avg_batch_cost: 0.42829 s, avg_samples: 256.0, ips: 597.72989 samples/s, eta: 11:31:40 +[2025/07/22 22:11:14] openrec INFO: epoch: [1/60], global_step: 1150, lr: 0.000079, loss: 3.837063, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.43230 s, avg_samples: 256.0, ips: 592.17555 samples/s, eta: 11:31:47 +[2025/07/22 22:11:18] openrec INFO: epoch: [1/60], global_step: 1160, lr: 0.000080, loss: 3.816666, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.43314 s, avg_samples: 256.0, ips: 591.02818 samples/s, eta: 11:31:55 +[2025/07/22 22:11:22] openrec INFO: epoch: [1/60], global_step: 1170, lr: 0.000081, loss: 3.855692, avg_reader_cost: 0.01407 s, avg_batch_cost: 0.44066 s, avg_samples: 256.0, ips: 580.94950 samples/s, eta: 11:32:09 +[2025/07/22 22:11:27] openrec INFO: epoch: [1/60], global_step: 1180, lr: 0.000082, loss: 3.886689, avg_reader_cost: 0.01221 s, avg_batch_cost: 0.42391 s, avg_samples: 256.0, ips: 603.89682 samples/s, eta: 11:32:09 +[2025/07/22 22:11:31] openrec INFO: epoch: [1/60], global_step: 1190, lr: 0.000083, loss: 3.881853, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.43305 s, avg_samples: 256.0, ips: 591.15522 samples/s, eta: 11:32:16 +[2025/07/22 22:11:35] openrec INFO: epoch: [1/60], global_step: 1200, lr: 0.000084, loss: 3.737613, avg_reader_cost: 0.01312 s, avg_batch_cost: 0.43069 s, avg_samples: 256.0, ips: 594.39349 samples/s, eta: 11:32:21 +[2025/07/22 22:11:40] openrec INFO: epoch: [1/60], global_step: 1210, lr: 0.000085, loss: 3.755466, avg_reader_cost: 0.01064 s, avg_batch_cost: 0.43192 s, avg_samples: 256.0, ips: 592.70653 samples/s, eta: 11:32:27 +[2025/07/22 22:11:44] openrec INFO: epoch: [1/60], global_step: 1220, lr: 0.000086, loss: 3.801220, avg_reader_cost: 0.01370 s, avg_batch_cost: 0.41618 s, avg_samples: 256.0, ips: 615.11164 samples/s, eta: 11:32:20 +[2025/07/22 22:11:48] openrec INFO: epoch: [1/60], global_step: 1230, lr: 0.000087, loss: 3.870416, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.43540 s, avg_samples: 256.0, ips: 587.96704 samples/s, eta: 11:32:28 +[2025/07/22 22:11:52] openrec INFO: epoch: [1/60], global_step: 1240, lr: 0.000088, loss: 3.840840, avg_reader_cost: 0.01343 s, avg_batch_cost: 0.43135 s, avg_samples: 256.0, ips: 593.47882 samples/s, eta: 11:32:33 +[2025/07/22 22:11:57] openrec INFO: epoch: [1/60], global_step: 1250, lr: 0.000089, loss: 3.869753, avg_reader_cost: 0.01077 s, avg_batch_cost: 0.43335 s, avg_samples: 256.0, ips: 590.74561 samples/s, eta: 11:32:40 +[2025/07/22 22:12:01] openrec INFO: epoch: [1/60], global_step: 1260, lr: 0.000090, loss: 3.877356, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.43313 s, avg_samples: 256.0, ips: 591.04035 samples/s, eta: 11:32:46 +[2025/07/22 22:12:05] openrec INFO: epoch: [1/60], global_step: 1270, lr: 0.000091, loss: 3.811792, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.43046 s, avg_samples: 256.0, ips: 594.71237 samples/s, eta: 11:32:50 +[2025/07/22 22:12:10] openrec INFO: epoch: [1/60], global_step: 1280, lr: 0.000092, loss: 3.724447, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.44042 s, avg_samples: 256.0, ips: 581.26144 samples/s, eta: 11:33:01 +[2025/07/22 22:12:14] openrec INFO: epoch: [1/60], global_step: 1290, lr: 0.000093, loss: 3.786741, avg_reader_cost: 0.01371 s, avg_batch_cost: 0.42800 s, avg_samples: 256.0, ips: 598.12978 samples/s, eta: 11:33:03 +[2025/07/22 22:12:18] openrec INFO: epoch: [1/60], global_step: 1300, lr: 0.000094, loss: 3.880133, avg_reader_cost: 0.01072 s, avg_batch_cost: 0.43146 s, avg_samples: 256.0, ips: 593.32764 samples/s, eta: 11:33:07 +[2025/07/22 22:12:23] openrec INFO: epoch: [1/60], global_step: 1310, lr: 0.000095, loss: 3.868704, avg_reader_cost: 0.01229 s, avg_batch_cost: 0.44139 s, avg_samples: 256.0, ips: 579.98775 samples/s, eta: 11:33:18 +[2025/07/22 22:12:27] openrec INFO: epoch: [1/60], global_step: 1320, lr: 0.000096, loss: 3.846587, avg_reader_cost: 0.01075 s, avg_batch_cost: 0.43307 s, avg_samples: 256.0, ips: 591.12450 samples/s, eta: 11:33:23 +[2025/07/22 22:12:32] openrec INFO: epoch: [1/60], global_step: 1330, lr: 0.000098, loss: 3.894076, avg_reader_cost: 0.01732 s, avg_batch_cost: 0.42757 s, avg_samples: 256.0, ips: 598.72615 samples/s, eta: 11:33:24 +[2025/07/22 22:12:36] openrec INFO: epoch: [1/60], global_step: 1340, lr: 0.000099, loss: 3.851916, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.42897 s, avg_samples: 256.0, ips: 596.78459 samples/s, eta: 11:33:26 +[2025/07/22 22:12:40] openrec INFO: epoch: [1/60], global_step: 1350, lr: 0.000100, loss: 3.776139, avg_reader_cost: 0.01198 s, avg_batch_cost: 0.42525 s, avg_samples: 256.0, ips: 601.99645 samples/s, eta: 11:33:25 +[2025/07/22 22:12:44] openrec INFO: epoch: [1/60], global_step: 1360, lr: 0.000101, loss: 3.763010, avg_reader_cost: 0.01050 s, avg_batch_cost: 0.42039 s, avg_samples: 256.0, ips: 608.95664 samples/s, eta: 11:33:21 +[2025/07/22 22:12:48] openrec INFO: epoch: [1/60], global_step: 1370, lr: 0.000102, loss: 3.775375, avg_reader_cost: 0.01474 s, avg_batch_cost: 0.40047 s, avg_samples: 256.0, ips: 639.24276 samples/s, eta: 11:33:02 +[2025/07/22 22:12:52] openrec INFO: epoch: [1/60], global_step: 1380, lr: 0.000103, loss: 3.856358, avg_reader_cost: 0.01355 s, avg_batch_cost: 0.40595 s, avg_samples: 256.0, ips: 630.61439 samples/s, eta: 11:32:47 +[2025/07/22 22:12:57] openrec INFO: epoch: [1/60], global_step: 1390, lr: 0.000104, loss: 3.849501, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.43110 s, avg_samples: 256.0, ips: 593.83176 samples/s, eta: 11:32:50 +[2025/07/22 22:13:01] openrec INFO: epoch: [1/60], global_step: 1400, lr: 0.000105, loss: 3.849121, avg_reader_cost: 0.01395 s, avg_batch_cost: 0.42692 s, avg_samples: 256.0, ips: 599.64479 samples/s, eta: 11:32:50 +[2025/07/22 22:13:05] openrec INFO: epoch: [1/60], global_step: 1410, lr: 0.000107, loss: 3.784774, avg_reader_cost: 0.01346 s, avg_batch_cost: 0.44302 s, avg_samples: 256.0, ips: 577.85539 samples/s, eta: 11:33:02 +[2025/07/22 22:13:10] openrec INFO: epoch: [1/60], global_step: 1420, lr: 0.000108, loss: 3.784774, avg_reader_cost: 0.01132 s, avg_batch_cost: 0.42075 s, avg_samples: 256.0, ips: 608.43011 samples/s, eta: 11:32:57 +[2025/07/22 22:13:14] openrec INFO: epoch: [1/60], global_step: 1430, lr: 0.000109, loss: 3.857060, avg_reader_cost: 0.01245 s, avg_batch_cost: 0.42743 s, avg_samples: 256.0, ips: 598.92756 samples/s, eta: 11:32:58 +[2025/07/22 22:13:18] openrec INFO: epoch: [1/60], global_step: 1440, lr: 0.000110, loss: 3.862387, avg_reader_cost: 0.01074 s, avg_batch_cost: 0.42342 s, avg_samples: 256.0, ips: 604.60543 samples/s, eta: 11:32:55 +[2025/07/22 22:13:23] openrec INFO: epoch: [1/60], global_step: 1450, lr: 0.000111, loss: 3.946590, avg_reader_cost: 0.01326 s, avg_batch_cost: 0.43385 s, avg_samples: 256.0, ips: 590.06728 samples/s, eta: 11:33:00 +[2025/07/22 22:13:27] openrec INFO: epoch: [1/60], global_step: 1460, lr: 0.000112, loss: 3.912075, avg_reader_cost: 0.01117 s, avg_batch_cost: 0.41748 s, avg_samples: 256.0, ips: 613.20574 samples/s, eta: 11:32:53 +[2025/07/22 22:13:31] openrec INFO: epoch: [1/60], global_step: 1470, lr: 0.000114, loss: 3.811379, avg_reader_cost: 0.01109 s, avg_batch_cost: 0.42843 s, avg_samples: 256.0, ips: 597.53599 samples/s, eta: 11:32:54 +[2025/07/22 22:13:35] openrec INFO: epoch: [1/60], global_step: 1480, lr: 0.000115, loss: 3.748154, avg_reader_cost: 0.01156 s, avg_batch_cost: 0.43895 s, avg_samples: 256.0, ips: 583.20925 samples/s, eta: 11:33:01 +[2025/07/22 22:13:40] openrec INFO: epoch: [1/60], global_step: 1490, lr: 0.000116, loss: 3.729014, avg_reader_cost: 0.01732 s, avg_batch_cost: 0.41607 s, avg_samples: 256.0, ips: 615.27691 samples/s, eta: 11:32:54 +[2025/07/22 22:13:44] openrec INFO: epoch: [1/60], global_step: 1500, lr: 0.000117, loss: 3.761268, avg_reader_cost: 0.01074 s, avg_batch_cost: 0.41961 s, avg_samples: 256.0, ips: 610.08464 samples/s, eta: 11:32:49 +[2025/07/22 22:13:47] openrec INFO: cur metric, acc: 0.004277041936703861, norm_edit_dis: 0.12899736000267847, num_samples: 7248, fps: 2799.854168898161 +[2025/07/22 22:13:47] openrec INFO: best metric, acc: 0.006070640168224835, norm_edit_dis: 0.13605838144356108, num_samples: 7248, fps: 2863.4591916086447, best_epoch: 1 +[2025/07/22 22:13:52] openrec INFO: epoch: [1/60], global_step: 1510, lr: 0.000118, loss: 3.802907, avg_reader_cost: 0.36811 s, avg_batch_cost: 0.78136 s, avg_samples: 256.0, ips: 327.63264 samples/s, eta: 11:36:40 +[2025/07/22 22:13:56] openrec INFO: epoch: [1/60], global_step: 1520, lr: 0.000120, loss: 3.802907, avg_reader_cost: 0.01086 s, avg_batch_cost: 0.40863 s, avg_samples: 256.0, ips: 626.48155 samples/s, eta: 11:36:26 +[2025/07/22 22:14:00] openrec INFO: epoch: [1/60], global_step: 1530, lr: 0.000121, loss: 3.798863, avg_reader_cost: 0.01379 s, avg_batch_cost: 0.41685 s, avg_samples: 256.0, ips: 614.12326 samples/s, eta: 11:36:17 +[2025/07/22 22:14:04] openrec INFO: epoch: [1/60], global_step: 1540, lr: 0.000122, loss: 3.770221, avg_reader_cost: 0.01181 s, avg_batch_cost: 0.41368 s, avg_samples: 256.0, ips: 618.84066 samples/s, eta: 11:36:07 +[2025/07/22 22:14:08] openrec INFO: epoch: [1/60], global_step: 1550, lr: 0.000123, loss: 3.745640, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.42031 s, avg_samples: 256.0, ips: 609.06932 samples/s, eta: 11:36:01 +[2025/07/22 22:14:12] openrec INFO: epoch: [1/60], global_step: 1560, lr: 0.000125, loss: 3.709030, avg_reader_cost: 0.01107 s, avg_batch_cost: 0.41725 s, avg_samples: 256.0, ips: 613.54839 samples/s, eta: 11:35:53 +[2025/07/22 22:14:17] openrec INFO: epoch: [1/60], global_step: 1570, lr: 0.000126, loss: 3.718898, avg_reader_cost: 0.01063 s, avg_batch_cost: 0.42264 s, avg_samples: 256.0, ips: 605.70966 samples/s, eta: 11:35:48 +[2025/07/22 22:14:21] openrec INFO: epoch: [1/60], global_step: 1580, lr: 0.000127, loss: 3.759320, avg_reader_cost: 0.01190 s, avg_batch_cost: 0.42343 s, avg_samples: 256.0, ips: 604.58000 samples/s, eta: 11:35:44 +[2025/07/22 22:14:25] openrec INFO: epoch: [1/60], global_step: 1590, lr: 0.000128, loss: 3.759320, avg_reader_cost: 0.01074 s, avg_batch_cost: 0.40901 s, avg_samples: 256.0, ips: 625.90532 samples/s, eta: 11:35:31 +[2025/07/22 22:14:29] openrec INFO: epoch: [1/60], global_step: 1600, lr: 0.000130, loss: 3.757201, avg_reader_cost: 0.01771 s, avg_batch_cost: 0.40956 s, avg_samples: 256.0, ips: 625.05473 samples/s, eta: 11:35:18 +[2025/07/22 22:14:33] openrec INFO: epoch: [1/60], global_step: 1610, lr: 0.000131, loss: 3.765935, avg_reader_cost: 0.01366 s, avg_batch_cost: 0.41236 s, avg_samples: 256.0, ips: 620.82419 samples/s, eta: 11:35:07 +[2025/07/22 22:14:37] openrec INFO: epoch: [1/60], global_step: 1620, lr: 0.000132, loss: 3.654309, avg_reader_cost: 0.01074 s, avg_batch_cost: 0.41682 s, avg_samples: 256.0, ips: 614.17258 samples/s, eta: 11:34:59 +[2025/07/22 22:14:42] openrec INFO: epoch: [1/60], global_step: 1630, lr: 0.000133, loss: 3.229882, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.42148 s, avg_samples: 256.0, ips: 607.39070 samples/s, eta: 11:34:54 +[2025/07/22 22:14:46] openrec INFO: epoch: [1/60], global_step: 1640, lr: 0.000135, loss: 3.304177, avg_reader_cost: 0.01143 s, avg_batch_cost: 0.38977 s, avg_samples: 256.0, ips: 656.79445 samples/s, eta: 11:34:30 +[2025/07/22 22:14:50] openrec INFO: epoch: [1/60], global_step: 1650, lr: 0.000136, loss: 3.655944, avg_reader_cost: 0.01509 s, avg_batch_cost: 0.42858 s, avg_samples: 256.0, ips: 597.31700 samples/s, eta: 11:34:29 +[2025/07/22 22:14:54] openrec INFO: epoch: [1/60], global_step: 1660, lr: 0.000137, loss: 3.580557, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.41261 s, avg_samples: 256.0, ips: 620.44799 samples/s, eta: 11:34:19 +[2025/07/22 22:14:58] openrec INFO: epoch: [1/60], global_step: 1670, lr: 0.000139, loss: 3.600220, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.43282 s, avg_samples: 256.0, ips: 591.47131 samples/s, eta: 11:34:21 +[2025/07/22 22:15:14] openrec INFO: cur metric, acc: 0.008278145683942957, norm_edit_dis: 0.12376483861165155, num_samples: 7248, fps: 533.1515900151704 +[2025/07/22 22:15:14] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 22:15:14] openrec INFO: best metric, acc: 0.008278145683942957, norm_edit_dis: 0.12376483861165155, num_samples: 7248, fps: 533.1515900151704, best_epoch: 1 +[2025/07/22 22:15:15] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/22 22:15:15] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep2/gpu0_ep2 +[2025/07/22 22:15:15] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep2/gpu1_ep2 +[2025/07/22 22:15:15] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep2/gpu2_ep2 +[2025/07/22 22:15:15] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep2/gpu3_ep2 +[2025/07/22 22:15:24] openrec INFO: 0 +[2025/07/22 22:15:24] openrec INFO: 791556 +[2025/07/22 22:15:24] openrec INFO: 961292 +[2025/07/22 22:15:24] openrec INFO: 666837 +[2025/07/22 22:15:24] openrec INFO: 998049 +[2025/07/22 22:15:30] openrec INFO: epoch: [2/60], global_step: 1680, lr: 0.000140, loss: 3.649060, avg_reader_cost: 2.78562 s, avg_batch_cost: 3.13135 s, avg_samples: 256.0, ips: 81.75378 samples/s, eta: 12:01:11 +[2025/07/22 22:15:33] openrec INFO: epoch: [2/60], global_step: 1690, lr: 0.000141, loss: 3.501869, avg_reader_cost: 0.01076 s, avg_batch_cost: 0.36881 s, avg_samples: 256.0, ips: 694.11948 samples/s, eta: 12:00:25 +[2025/07/22 22:15:37] openrec INFO: epoch: [2/60], global_step: 1700, lr: 0.000142, loss: 3.535973, avg_reader_cost: 0.01197 s, avg_batch_cost: 0.40234 s, avg_samples: 256.0, ips: 636.28380 samples/s, eta: 12:00:00 +[2025/07/22 22:15:41] openrec INFO: epoch: [2/60], global_step: 1710, lr: 0.000144, loss: 3.665524, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.38174 s, avg_samples: 256.0, ips: 670.62097 samples/s, eta: 11:59:23 +[2025/07/22 22:15:45] openrec INFO: epoch: [2/60], global_step: 1720, lr: 0.000145, loss: 3.701033, avg_reader_cost: 0.01701 s, avg_batch_cost: 0.36124 s, avg_samples: 256.0, ips: 708.67831 samples/s, eta: 11:58:35 +[2025/07/22 22:15:48] openrec INFO: epoch: [2/60], global_step: 1730, lr: 0.000146, loss: 3.701033, avg_reader_cost: 0.01347 s, avg_batch_cost: 0.35401 s, avg_samples: 256.0, ips: 723.14164 samples/s, eta: 11:57:43 +[2025/07/22 22:15:52] openrec INFO: epoch: [2/60], global_step: 1740, lr: 0.000148, loss: 3.677522, avg_reader_cost: 0.01117 s, avg_batch_cost: 0.37071 s, avg_samples: 256.0, ips: 690.57556 samples/s, eta: 11:57:01 +[2025/07/22 22:15:56] openrec INFO: epoch: [2/60], global_step: 1750, lr: 0.000149, loss: 3.638354, avg_reader_cost: 0.01117 s, avg_batch_cost: 0.36298 s, avg_samples: 256.0, ips: 705.26902 samples/s, eta: 11:56:15 +[2025/07/22 22:15:59] openrec INFO: epoch: [2/60], global_step: 1760, lr: 0.000150, loss: 3.643944, avg_reader_cost: 0.01800 s, avg_batch_cost: 0.37086 s, avg_samples: 256.0, ips: 690.29347 samples/s, eta: 11:55:34 +[2025/07/22 22:16:03] openrec INFO: epoch: [2/60], global_step: 1770, lr: 0.000152, loss: 3.622325, avg_reader_cost: 0.01603 s, avg_batch_cost: 0.37346 s, avg_samples: 256.0, ips: 685.49050 samples/s, eta: 11:54:55 +[2025/07/22 22:16:07] openrec INFO: epoch: [2/60], global_step: 1780, lr: 0.000153, loss: 3.630705, avg_reader_cost: 0.01385 s, avg_batch_cost: 0.42105 s, avg_samples: 256.0, ips: 607.99822 samples/s, eta: 11:54:42 +[2025/07/22 22:16:11] openrec INFO: epoch: [2/60], global_step: 1790, lr: 0.000154, loss: 3.662071, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.39571 s, avg_samples: 256.0, ips: 646.93960 samples/s, eta: 11:54:16 +[2025/07/22 22:16:16] openrec INFO: epoch: [2/60], global_step: 1800, lr: 0.000156, loss: 3.600829, avg_reader_cost: 0.01309 s, avg_batch_cost: 0.41438 s, avg_samples: 256.0, ips: 617.79050 samples/s, eta: 11:54:00 +[2025/07/22 22:16:20] openrec INFO: epoch: [2/60], global_step: 1810, lr: 0.000157, loss: 3.523500, avg_reader_cost: 0.01129 s, avg_batch_cost: 0.39183 s, avg_samples: 256.0, ips: 653.34843 samples/s, eta: 11:53:33 +[2025/07/22 22:16:24] openrec INFO: epoch: [2/60], global_step: 1820, lr: 0.000159, loss: 3.523500, avg_reader_cost: 0.01157 s, avg_batch_cost: 0.40277 s, avg_samples: 256.0, ips: 635.59996 samples/s, eta: 11:53:11 +[2025/07/22 22:16:27] openrec INFO: epoch: [2/60], global_step: 1830, lr: 0.000160, loss: 3.537733, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.36584 s, avg_samples: 256.0, ips: 699.75680 samples/s, eta: 11:52:30 +[2025/07/22 22:16:31] openrec INFO: epoch: [2/60], global_step: 1840, lr: 0.000161, loss: 3.504002, avg_reader_cost: 0.01276 s, avg_batch_cost: 0.37440 s, avg_samples: 256.0, ips: 683.75333 samples/s, eta: 11:51:53 +[2025/07/22 22:16:35] openrec INFO: epoch: [2/60], global_step: 1850, lr: 0.000163, loss: 3.599721, avg_reader_cost: 0.01427 s, avg_batch_cost: 0.36535 s, avg_samples: 256.0, ips: 700.69260 samples/s, eta: 11:51:12 +[2025/07/22 22:16:38] openrec INFO: epoch: [2/60], global_step: 1860, lr: 0.000164, loss: 3.591289, avg_reader_cost: 0.00942 s, avg_batch_cost: 0.35244 s, avg_samples: 256.0, ips: 726.36762 samples/s, eta: 11:50:25 +[2025/07/22 22:16:42] openrec INFO: epoch: [2/60], global_step: 1870, lr: 0.000165, loss: 3.580845, avg_reader_cost: 0.01323 s, avg_batch_cost: 0.38033 s, avg_samples: 256.0, ips: 673.10252 samples/s, eta: 11:49:53 +[2025/07/22 22:16:46] openrec INFO: epoch: [2/60], global_step: 1880, lr: 0.000167, loss: 3.600616, avg_reader_cost: 0.02352 s, avg_batch_cost: 0.38118 s, avg_samples: 256.0, ips: 671.60683 samples/s, eta: 11:49:21 +[2025/07/22 22:16:50] openrec INFO: epoch: [2/60], global_step: 1890, lr: 0.000168, loss: 3.620100, avg_reader_cost: 0.01418 s, avg_batch_cost: 0.38697 s, avg_samples: 256.0, ips: 661.54560 samples/s, eta: 11:48:53 +[2025/07/22 22:16:53] openrec INFO: epoch: [2/60], global_step: 1900, lr: 0.000170, loss: 3.596163, avg_reader_cost: 0.01250 s, avg_batch_cost: 0.37528 s, avg_samples: 256.0, ips: 682.15416 samples/s, eta: 11:48:19 +[2025/07/22 22:16:57] openrec INFO: epoch: [2/60], global_step: 1910, lr: 0.000171, loss: 3.563879, avg_reader_cost: 0.01354 s, avg_batch_cost: 0.35304 s, avg_samples: 256.0, ips: 725.12867 samples/s, eta: 11:47:34 +[2025/07/22 22:17:01] openrec INFO: epoch: [2/60], global_step: 1920, lr: 0.000172, loss: 3.560069, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.37984 s, avg_samples: 256.0, ips: 673.97430 samples/s, eta: 11:47:04 +[2025/07/22 22:17:04] openrec INFO: epoch: [2/60], global_step: 1930, lr: 0.000174, loss: 3.531270, avg_reader_cost: 0.01904 s, avg_batch_cost: 0.35991 s, avg_samples: 256.0, ips: 711.28557 samples/s, eta: 11:46:23 +[2025/07/22 22:17:08] openrec INFO: epoch: [2/60], global_step: 1940, lr: 0.000175, loss: 3.604811, avg_reader_cost: 0.01336 s, avg_batch_cost: 0.35626 s, avg_samples: 256.0, ips: 718.58254 samples/s, eta: 11:45:41 +[2025/07/22 22:17:12] openrec INFO: epoch: [2/60], global_step: 1950, lr: 0.000177, loss: 3.604811, avg_reader_cost: 0.01457 s, avg_batch_cost: 0.36198 s, avg_samples: 256.0, ips: 707.21383 samples/s, eta: 11:45:02 +[2025/07/22 22:17:16] openrec INFO: epoch: [2/60], global_step: 1960, lr: 0.000178, loss: 3.646223, avg_reader_cost: 0.01455 s, avg_batch_cost: 0.39181 s, avg_samples: 256.0, ips: 653.37861 samples/s, eta: 11:44:38 +[2025/07/22 22:17:19] openrec INFO: epoch: [2/60], global_step: 1970, lr: 0.000179, loss: 3.532112, avg_reader_cost: 0.01721 s, avg_batch_cost: 0.37592 s, avg_samples: 256.0, ips: 680.99175 samples/s, eta: 11:44:07 +[2025/07/22 22:17:23] openrec INFO: epoch: [2/60], global_step: 1980, lr: 0.000181, loss: 3.535087, avg_reader_cost: 0.01308 s, avg_batch_cost: 0.36535 s, avg_samples: 256.0, ips: 700.70663 samples/s, eta: 11:43:30 +[2025/07/22 22:17:27] openrec INFO: epoch: [2/60], global_step: 1990, lr: 0.000182, loss: 3.589386, avg_reader_cost: 0.01147 s, avg_batch_cost: 0.37771 s, avg_samples: 256.0, ips: 677.76197 samples/s, eta: 11:43:01 +[2025/07/22 22:17:31] openrec INFO: epoch: [2/60], global_step: 2000, lr: 0.000184, loss: 3.526082, avg_reader_cost: 0.01168 s, avg_batch_cost: 0.38112 s, avg_samples: 256.0, ips: 671.70732 samples/s, eta: 11:42:33 +[2025/07/22 22:17:34] openrec INFO: cur metric, acc: 0.012417218525914434, norm_edit_dis: 0.14831390248682141, num_samples: 7248, fps: 2803.5439186737235 +[2025/07/22 22:17:35] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 22:17:35] openrec INFO: best metric, acc: 0.012417218525914434, norm_edit_dis: 0.14831390248682141, num_samples: 7248, fps: 2803.5439186737235, best_epoch: 2 +[2025/07/22 22:17:38] openrec INFO: epoch: [2/60], global_step: 2010, lr: 0.000185, loss: 3.526082, avg_reader_cost: 0.42744 s, avg_batch_cost: 0.77292 s, avg_samples: 256.0, ips: 331.21282 samples/s, eta: 11:45:16 +[2025/07/22 22:17:42] openrec INFO: epoch: [2/60], global_step: 2020, lr: 0.000186, loss: 3.520373, avg_reader_cost: 0.01465 s, avg_batch_cost: 0.34908 s, avg_samples: 256.0, ips: 733.34921 samples/s, eta: 11:44:32 +[2025/07/22 22:17:45] openrec INFO: epoch: [2/60], global_step: 2030, lr: 0.000188, loss: 3.562607, avg_reader_cost: 0.02116 s, avg_batch_cost: 0.34943 s, avg_samples: 256.0, ips: 732.62502 samples/s, eta: 11:43:49 +[2025/07/22 22:17:49] openrec INFO: epoch: [2/60], global_step: 2040, lr: 0.000189, loss: 3.563468, avg_reader_cost: 0.01829 s, avg_batch_cost: 0.37953 s, avg_samples: 256.0, ips: 674.52641 samples/s, eta: 11:43:20 +[2025/07/22 22:17:53] openrec INFO: epoch: [2/60], global_step: 2050, lr: 0.000191, loss: 3.523610, avg_reader_cost: 0.01079 s, avg_batch_cost: 0.41304 s, avg_samples: 256.0, ips: 619.79084 samples/s, eta: 11:43:08 +[2025/07/22 22:17:57] openrec INFO: epoch: [2/60], global_step: 2060, lr: 0.000192, loss: 3.503933, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.35223 s, avg_samples: 256.0, ips: 726.78922 samples/s, eta: 11:42:27 +[2025/07/22 22:18:00] openrec INFO: epoch: [2/60], global_step: 2070, lr: 0.000194, loss: 3.522337, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.35094 s, avg_samples: 256.0, ips: 729.47738 samples/s, eta: 11:41:46 +[2025/07/22 22:18:04] openrec INFO: epoch: [2/60], global_step: 2080, lr: 0.000195, loss: 3.492504, avg_reader_cost: 0.01765 s, avg_batch_cost: 0.38085 s, avg_samples: 256.0, ips: 672.18771 samples/s, eta: 11:41:19 +[2025/07/22 22:18:08] openrec INFO: epoch: [2/60], global_step: 2090, lr: 0.000197, loss: 3.478443, avg_reader_cost: 0.01442 s, avg_batch_cost: 0.36043 s, avg_samples: 256.0, ips: 710.25423 samples/s, eta: 11:40:42 +[2025/07/22 22:18:12] openrec INFO: epoch: [2/60], global_step: 2100, lr: 0.000198, loss: 3.446702, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.38236 s, avg_samples: 256.0, ips: 669.53294 samples/s, eta: 11:40:17 +[2025/07/22 22:18:15] openrec INFO: epoch: [2/60], global_step: 2110, lr: 0.000199, loss: 3.422347, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.37943 s, avg_samples: 256.0, ips: 674.69162 samples/s, eta: 11:39:50 +[2025/07/22 22:18:19] openrec INFO: epoch: [2/60], global_step: 2120, lr: 0.000201, loss: 3.441242, avg_reader_cost: 0.01661 s, avg_batch_cost: 0.36960 s, avg_samples: 256.0, ips: 692.63420 samples/s, eta: 11:39:19 +[2025/07/22 22:18:23] openrec INFO: epoch: [2/60], global_step: 2130, lr: 0.000202, loss: 3.450622, avg_reader_cost: 0.01315 s, avg_batch_cost: 0.41624 s, avg_samples: 256.0, ips: 615.03645 samples/s, eta: 11:39:09 +[2025/07/22 22:18:28] openrec INFO: epoch: [2/60], global_step: 2140, lr: 0.000204, loss: 3.041368, avg_reader_cost: 0.01168 s, avg_batch_cost: 0.42158 s, avg_samples: 256.0, ips: 607.23819 samples/s, eta: 11:39:02 +[2025/07/22 22:18:32] openrec INFO: epoch: [2/60], global_step: 2150, lr: 0.000205, loss: 3.409215, avg_reader_cost: 0.01308 s, avg_batch_cost: 0.43602 s, avg_samples: 256.0, ips: 587.13549 samples/s, eta: 11:39:02 +[2025/07/22 22:18:36] openrec INFO: epoch: [2/60], global_step: 2160, lr: 0.000207, loss: 3.441418, avg_reader_cost: 0.01352 s, avg_batch_cost: 0.42340 s, avg_samples: 256.0, ips: 604.63584 samples/s, eta: 11:38:56 +[2025/07/22 22:18:40] openrec INFO: epoch: [2/60], global_step: 2170, lr: 0.000208, loss: 3.446004, avg_reader_cost: 0.01424 s, avg_batch_cost: 0.36805 s, avg_samples: 256.0, ips: 695.56654 samples/s, eta: 11:38:24 +[2025/07/22 22:18:44] openrec INFO: epoch: [2/60], global_step: 2180, lr: 0.000210, loss: 3.456747, avg_reader_cost: 0.01157 s, avg_batch_cost: 0.40155 s, avg_samples: 256.0, ips: 637.52687 samples/s, eta: 11:38:09 +[2025/07/22 22:18:48] openrec INFO: epoch: [2/60], global_step: 2190, lr: 0.000211, loss: 3.419919, avg_reader_cost: 0.01465 s, avg_batch_cost: 0.39945 s, avg_samples: 256.0, ips: 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avg_reader_cost: 0.01059 s, avg_batch_cost: 0.43473 s, avg_samples: 256.0, ips: 588.86850 samples/s, eta: 11:37:05 +[2025/07/22 22:19:13] openrec INFO: epoch: [2/60], global_step: 2250, lr: 0.000220, loss: 3.380872, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.42828 s, avg_samples: 256.0, ips: 597.73434 samples/s, eta: 11:37:01 +[2025/07/22 22:19:17] openrec INFO: epoch: [2/60], global_step: 2260, lr: 0.000222, loss: 3.380333, avg_reader_cost: 0.01074 s, avg_batch_cost: 0.44019 s, avg_samples: 256.0, ips: 581.56572 samples/s, eta: 11:37:03 +[2025/07/22 22:19:22] openrec INFO: epoch: [2/60], global_step: 2270, lr: 0.000223, loss: 3.437093, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.43151 s, avg_samples: 256.0, ips: 593.26653 samples/s, eta: 11:37:00 +[2025/07/22 22:19:26] openrec INFO: epoch: [2/60], global_step: 2280, lr: 0.000224, loss: 3.426075, avg_reader_cost: 0.01105 s, avg_batch_cost: 0.42484 s, avg_samples: 256.0, ips: 602.58379 samples/s, eta: 11:36:55 +[2025/07/22 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2380, lr: 0.000239, loss: 3.345316, avg_reader_cost: 0.02388 s, avg_batch_cost: 0.43143 s, avg_samples: 256.0, ips: 593.37318 samples/s, eta: 11:36:19 +[2025/07/22 22:20:13] openrec INFO: epoch: [2/60], global_step: 2390, lr: 0.000241, loss: 3.356450, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.43185 s, avg_samples: 256.0, ips: 592.80130 samples/s, eta: 11:36:17 +[2025/07/22 22:20:18] openrec INFO: epoch: [2/60], global_step: 2400, lr: 0.000242, loss: 3.334903, avg_reader_cost: 0.01143 s, avg_batch_cost: 0.43424 s, avg_samples: 256.0, ips: 589.54152 samples/s, eta: 11:36:16 +[2025/07/22 22:20:22] openrec INFO: epoch: [2/60], global_step: 2410, lr: 0.000244, loss: 3.219559, avg_reader_cost: 0.01101 s, avg_batch_cost: 0.42886 s, avg_samples: 256.0, ips: 596.93645 samples/s, eta: 11:36:12 +[2025/07/22 22:20:26] openrec INFO: epoch: [2/60], global_step: 2420, lr: 0.000245, loss: 3.201355, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.43924 s, avg_samples: 256.0, ips: 582.82279 samples/s, eta: 11:36:13 +[2025/07/22 22:20:31] openrec INFO: epoch: [2/60], global_step: 2430, lr: 0.000247, loss: 3.169450, avg_reader_cost: 0.01147 s, avg_batch_cost: 0.43173 s, avg_samples: 256.0, ips: 592.96960 samples/s, eta: 11:36:11 +[2025/07/22 22:20:35] openrec INFO: epoch: [2/60], global_step: 2440, lr: 0.000248, loss: 3.072838, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.43670 s, avg_samples: 256.0, ips: 586.21561 samples/s, eta: 11:36:10 +[2025/07/22 22:20:39] openrec INFO: epoch: [2/60], global_step: 2450, lr: 0.000250, loss: 3.072838, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.42741 s, avg_samples: 256.0, ips: 598.95042 samples/s, eta: 11:36:06 +[2025/07/22 22:20:44] openrec INFO: epoch: [2/60], global_step: 2460, lr: 0.000251, loss: 3.095408, avg_reader_cost: 0.01085 s, avg_batch_cost: 0.42927 s, avg_samples: 256.0, ips: 596.36351 samples/s, eta: 11:36:03 +[2025/07/22 22:20:48] openrec INFO: epoch: [2/60], global_step: 2470, lr: 0.000253, loss: 3.069746, avg_reader_cost: 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global_step: 2550, lr: 0.000265, loss: 2.975712, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.43262 s, avg_samples: 256.0, ips: 591.73981 samples/s, eta: 11:37:38 +[2025/07/22 22:21:30] openrec INFO: epoch: [2/60], global_step: 2560, lr: 0.000266, loss: 2.991246, avg_reader_cost: 0.01095 s, avg_batch_cost: 0.41699 s, avg_samples: 256.0, ips: 613.93087 samples/s, eta: 11:37:29 +[2025/07/22 22:21:34] openrec INFO: epoch: [2/60], global_step: 2570, lr: 0.000268, loss: 2.947865, avg_reader_cost: 0.01345 s, avg_batch_cost: 0.43635 s, avg_samples: 256.0, ips: 586.68197 samples/s, eta: 11:37:28 +[2025/07/22 22:21:39] openrec INFO: epoch: [2/60], global_step: 2580, lr: 0.000269, loss: 2.830393, avg_reader_cost: 0.01759 s, avg_batch_cost: 0.43216 s, avg_samples: 256.0, ips: 592.37461 samples/s, eta: 11:37:25 +[2025/07/22 22:21:43] openrec INFO: epoch: [2/60], global_step: 2590, lr: 0.000271, loss: 2.831021, avg_reader_cost: 0.01282 s, avg_batch_cost: 0.42591 s, avg_samples: 256.0, ips: 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eta: 11:34:42 +[2025/07/22 22:23:24] openrec INFO: epoch: [2/60], global_step: 2830, lr: 0.000307, loss: 2.377102, avg_reader_cost: 0.01539 s, avg_batch_cost: 0.40774 s, avg_samples: 256.0, ips: 627.85296 samples/s, eta: 11:34:30 +[2025/07/22 22:23:28] openrec INFO: epoch: [2/60], global_step: 2840, lr: 0.000308, loss: 2.173050, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.41283 s, avg_samples: 256.0, ips: 620.10493 samples/s, eta: 11:34:21 +[2025/07/22 22:23:32] openrec INFO: epoch: [2/60], global_step: 2850, lr: 0.000310, loss: 2.280793, avg_reader_cost: 0.01142 s, avg_batch_cost: 0.42348 s, avg_samples: 256.0, ips: 604.51856 samples/s, eta: 11:34:15 +[2025/07/22 22:23:37] openrec INFO: epoch: [2/60], global_step: 2860, lr: 0.000311, loss: 2.316121, avg_reader_cost: 0.01474 s, avg_batch_cost: 0.43135 s, avg_samples: 256.0, ips: 593.48433 samples/s, eta: 11:34:12 +[2025/07/22 22:23:41] openrec INFO: epoch: [2/60], global_step: 2870, lr: 0.000313, loss: 2.259614, avg_reader_cost: 0.01516 s, avg_batch_cost: 0.42801 s, avg_samples: 256.0, ips: 598.12208 samples/s, eta: 11:34:08 +[2025/07/22 22:23:45] openrec INFO: epoch: [2/60], global_step: 2880, lr: 0.000314, loss: 2.236628, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.42481 s, avg_samples: 256.0, ips: 602.61534 samples/s, eta: 11:34:03 +[2025/07/22 22:23:49] openrec INFO: epoch: [2/60], global_step: 2890, lr: 0.000316, loss: 2.064220, avg_reader_cost: 0.01225 s, avg_batch_cost: 0.41041 s, avg_samples: 256.0, ips: 623.77061 samples/s, eta: 11:33:53 +[2025/07/22 22:23:54] openrec INFO: epoch: [2/60], global_step: 2900, lr: 0.000317, loss: 2.047239, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.44048 s, avg_samples: 256.0, ips: 581.18546 samples/s, eta: 11:33:53 +[2025/07/22 22:23:58] openrec INFO: epoch: [2/60], global_step: 2910, lr: 0.000318, loss: 2.080483, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.41931 s, avg_samples: 256.0, ips: 610.52387 samples/s, eta: 11:33:46 +[2025/07/22 22:24:02] openrec INFO: epoch: [2/60], global_step: 2920, lr: 0.000320, loss: 2.039932, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.41497 s, avg_samples: 256.0, ips: 616.91112 samples/s, eta: 11:33:37 +[2025/07/22 22:24:06] openrec INFO: epoch: [2/60], global_step: 2930, lr: 0.000321, loss: 2.045315, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.41598 s, avg_samples: 256.0, ips: 615.41367 samples/s, eta: 11:33:29 +[2025/07/22 22:24:11] openrec INFO: epoch: [2/60], global_step: 2940, lr: 0.000323, loss: 2.020154, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.42070 s, avg_samples: 256.0, ips: 608.51369 samples/s, eta: 11:33:23 +[2025/07/22 22:24:15] openrec INFO: epoch: [2/60], global_step: 2950, lr: 0.000324, loss: 2.023311, avg_reader_cost: 0.01590 s, avg_batch_cost: 0.43490 s, avg_samples: 256.0, ips: 588.63807 samples/s, eta: 11:33:21 +[2025/07/22 22:24:19] openrec INFO: epoch: [2/60], global_step: 2960, lr: 0.000326, loss: 1.984734, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.42136 s, avg_samples: 256.0, ips: 607.56200 samples/s, eta: 11:33:15 +[2025/07/22 22:24:23] openrec INFO: epoch: [2/60], global_step: 2970, lr: 0.000327, loss: 1.877337, avg_reader_cost: 0.01531 s, avg_batch_cost: 0.43086 s, avg_samples: 256.0, ips: 594.15802 samples/s, eta: 11:33:11 +[2025/07/22 22:24:28] openrec INFO: epoch: [2/60], global_step: 2980, lr: 0.000329, loss: 1.989587, avg_reader_cost: 0.01375 s, avg_batch_cost: 0.40996 s, avg_samples: 256.0, ips: 624.45704 samples/s, eta: 11:33:01 +[2025/07/22 22:24:32] openrec INFO: epoch: [2/60], global_step: 2990, lr: 0.000330, loss: 1.983876, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.41984 s, avg_samples: 256.0, ips: 609.74938 samples/s, eta: 11:32:55 +[2025/07/22 22:24:36] openrec INFO: epoch: [2/60], global_step: 3000, lr: 0.000332, loss: 1.948500, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.40568 s, avg_samples: 256.0, ips: 631.03956 samples/s, eta: 11:32:43 +[2025/07/22 22:24:39] openrec INFO: cur metric, acc: 0.3683774829354615, norm_edit_dis: 0.7491384417354725, num_samples: 7248, fps: 2813.9310534804263 +[2025/07/22 22:24:40] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 22:24:40] openrec INFO: best metric, acc: 0.3683774829354615, norm_edit_dis: 0.7491384417354725, num_samples: 7248, fps: 2813.9310534804263, best_epoch: 2 +[2025/07/22 22:24:44] openrec INFO: epoch: [2/60], global_step: 3010, lr: 0.000333, loss: 2.033020, avg_reader_cost: 0.41132 s, avg_batch_cost: 0.83288 s, avg_samples: 256.0, ips: 307.36574 samples/s, eta: 11:34:50 +[2025/07/22 22:24:48] openrec INFO: epoch: [2/60], global_step: 3020, lr: 0.000334, loss: 2.103406, avg_reader_cost: 0.01104 s, avg_batch_cost: 0.42347 s, avg_samples: 256.0, ips: 604.52850 samples/s, eta: 11:34:44 +[2025/07/22 22:24:53] openrec INFO: epoch: [2/60], global_step: 3030, lr: 0.000336, loss: 2.071519, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.42055 s, avg_samples: 256.0, ips: 608.72630 samples/s, eta: 11:34:37 +[2025/07/22 22:24:57] openrec INFO: epoch: [2/60], global_step: 3040, lr: 0.000337, loss: 2.034830, avg_reader_cost: 0.01074 s, avg_batch_cost: 0.43848 s, avg_samples: 256.0, ips: 583.84012 samples/s, eta: 11:34:36 +[2025/07/22 22:25:01] openrec INFO: epoch: [2/60], global_step: 3050, lr: 0.000339, loss: 1.944603, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.42877 s, avg_samples: 256.0, ips: 597.05764 samples/s, eta: 11:34:32 +[2025/07/22 22:25:06] openrec INFO: epoch: [2/60], global_step: 3060, lr: 0.000340, loss: 1.955637, avg_reader_cost: 0.01105 s, avg_batch_cost: 0.43355 s, avg_samples: 256.0, ips: 590.47383 samples/s, eta: 11:34:29 +[2025/07/22 22:25:10] openrec INFO: epoch: [2/60], global_step: 3070, lr: 0.000341, loss: 1.853176, avg_reader_cost: 0.01178 s, avg_batch_cost: 0.40169 s, avg_samples: 256.0, ips: 637.30661 samples/s, eta: 11:34:16 +[2025/07/22 22:25:14] openrec INFO: epoch: [2/60], global_step: 3080, lr: 0.000343, loss: 1.915763, avg_reader_cost: 0.01304 s, avg_batch_cost: 0.43472 s, avg_samples: 256.0, ips: 588.88956 samples/s, eta: 11:34:14 +[2025/07/22 22:25:18] openrec INFO: epoch: [2/60], global_step: 3090, lr: 0.000344, loss: 1.960296, avg_reader_cost: 0.01302 s, avg_batch_cost: 0.42151 s, avg_samples: 256.0, ips: 607.33529 samples/s, eta: 11:34:07 +[2025/07/22 22:25:22] openrec INFO: epoch: [2/60], global_step: 3100, lr: 0.000346, loss: 1.935960, avg_reader_cost: 0.01205 s, avg_batch_cost: 0.39135 s, avg_samples: 256.0, ips: 654.15135 samples/s, eta: 11:33:51 +[2025/07/22 22:25:27] openrec INFO: epoch: [2/60], global_step: 3110, lr: 0.000347, loss: 1.939000, avg_reader_cost: 0.01036 s, avg_batch_cost: 0.43022 s, avg_samples: 256.0, ips: 595.04307 samples/s, eta: 11:33:48 +[2025/07/22 22:25:31] openrec INFO: epoch: [2/60], global_step: 3120, lr: 0.000349, loss: 1.812266, avg_reader_cost: 0.00939 s, avg_batch_cost: 0.44109 s, avg_samples: 256.0, ips: 580.38684 samples/s, eta: 11:33:47 +[2025/07/22 22:25:35] openrec INFO: epoch: [2/60], global_step: 3130, lr: 0.000350, loss: 1.817243, avg_reader_cost: 0.01115 s, avg_batch_cost: 0.40592 s, avg_samples: 256.0, ips: 630.66410 samples/s, eta: 11:33:36 +[2025/07/22 22:25:39] openrec INFO: epoch: [2/60], global_step: 3140, lr: 0.000351, loss: 1.831613, avg_reader_cost: 0.01254 s, avg_batch_cost: 0.42079 s, avg_samples: 256.0, ips: 608.37551 samples/s, eta: 11:33:29 +[2025/07/22 22:25:44] openrec INFO: epoch: [2/60], global_step: 3150, lr: 0.000353, loss: 1.736883, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.43013 s, avg_samples: 256.0, ips: 595.16847 samples/s, eta: 11:33:26 +[2025/07/22 22:25:48] openrec INFO: epoch: [2/60], global_step: 3160, lr: 0.000354, loss: 1.810188, avg_reader_cost: 0.01530 s, avg_batch_cost: 0.40462 s, avg_samples: 256.0, ips: 632.69001 samples/s, eta: 11:33:14 +[2025/07/22 22:25:52] openrec INFO: epoch: [2/60], global_step: 3170, lr: 0.000355, loss: 2.111201, avg_reader_cost: 0.01234 s, avg_batch_cost: 0.41247 s, avg_samples: 256.0, ips: 620.65104 samples/s, eta: 11:33:05 +[2025/07/22 22:25:56] openrec INFO: epoch: [2/60], global_step: 3180, lr: 0.000357, loss: 1.925283, avg_reader_cost: 0.01640 s, avg_batch_cost: 0.41100 s, avg_samples: 256.0, ips: 622.87735 samples/s, eta: 11:32:55 +[2025/07/22 22:26:00] openrec INFO: epoch: [2/60], global_step: 3190, lr: 0.000358, loss: 1.820412, avg_reader_cost: 0.00863 s, avg_batch_cost: 0.41775 s, avg_samples: 256.0, ips: 612.79957 samples/s, eta: 11:32:48 +[2025/07/22 22:26:04] openrec INFO: epoch: [2/60], global_step: 3200, lr: 0.000360, loss: 1.809963, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.43645 s, avg_samples: 256.0, ips: 586.54538 samples/s, eta: 11:32:46 +[2025/07/22 22:26:09] openrec INFO: epoch: [2/60], global_step: 3210, lr: 0.000361, loss: 1.859521, avg_reader_cost: 0.01271 s, avg_batch_cost: 0.43875 s, avg_samples: 256.0, ips: 583.46953 samples/s, eta: 11:32:45 +[2025/07/22 22:26:13] openrec INFO: epoch: [2/60], global_step: 3220, lr: 0.000362, loss: 1.779880, avg_reader_cost: 0.01316 s, avg_batch_cost: 0.40230 s, avg_samples: 256.0, ips: 636.33783 samples/s, eta: 11:32:33 +[2025/07/22 22:26:17] openrec INFO: epoch: [2/60], global_step: 3230, lr: 0.000364, loss: 1.787610, avg_reader_cost: 0.01099 s, avg_batch_cost: 0.43184 s, avg_samples: 256.0, ips: 592.80624 samples/s, eta: 11:32:30 +[2025/07/22 22:26:21] openrec INFO: epoch: [2/60], global_step: 3240, lr: 0.000365, loss: 1.806804, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.40818 s, avg_samples: 256.0, ips: 627.17498 samples/s, eta: 11:32:19 +[2025/07/22 22:26:25] openrec INFO: epoch: [2/60], global_step: 3250, lr: 0.000366, loss: 1.708837, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.40494 s, avg_samples: 256.0, ips: 632.19341 samples/s, eta: 11:32:08 +[2025/07/22 22:26:30] openrec INFO: epoch: [2/60], global_step: 3260, lr: 0.000368, loss: 1.696184, avg_reader_cost: 0.01398 s, avg_batch_cost: 0.42830 s, avg_samples: 256.0, ips: 597.71837 samples/s, eta: 11:32:04 +[2025/07/22 22:26:34] openrec INFO: epoch: [2/60], global_step: 3270, lr: 0.000369, loss: 1.687662, avg_reader_cost: 0.01196 s, avg_batch_cost: 0.41798 s, avg_samples: 256.0, ips: 612.47243 samples/s, eta: 11:31:57 +[2025/07/22 22:26:38] openrec INFO: epoch: [2/60], global_step: 3280, lr: 0.000370, loss: 1.758195, avg_reader_cost: 0.01272 s, avg_batch_cost: 0.42275 s, avg_samples: 256.0, ips: 605.56271 samples/s, eta: 11:31:51 +[2025/07/22 22:26:42] openrec INFO: epoch: [2/60], global_step: 3290, lr: 0.000372, loss: 1.753343, avg_reader_cost: 0.01203 s, avg_batch_cost: 0.40441 s, avg_samples: 256.0, ips: 633.01758 samples/s, eta: 11:31:39 +[2025/07/22 22:26:46] openrec INFO: epoch: [2/60], global_step: 3300, lr: 0.000373, loss: 1.745692, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.43092 s, avg_samples: 256.0, ips: 594.07229 samples/s, eta: 11:31:36 +[2025/07/22 22:26:51] openrec INFO: epoch: [2/60], global_step: 3310, lr: 0.000374, loss: 1.685863, avg_reader_cost: 0.01088 s, avg_batch_cost: 0.42603 s, avg_samples: 256.0, ips: 600.89922 samples/s, eta: 11:31:31 +[2025/07/22 22:26:55] openrec INFO: epoch: [2/60], global_step: 3320, lr: 0.000376, loss: 1.647910, avg_reader_cost: 0.01346 s, avg_batch_cost: 0.42761 s, avg_samples: 256.0, ips: 598.67103 samples/s, eta: 11:31:27 +[2025/07/22 22:26:59] openrec INFO: epoch: [2/60], global_step: 3330, lr: 0.000377, loss: 1.571234, avg_reader_cost: 0.01412 s, avg_batch_cost: 0.42745 s, avg_samples: 256.0, ips: 598.90294 samples/s, eta: 11:31:22 +[2025/07/22 22:27:04] openrec INFO: epoch: [2/60], global_step: 3340, lr: 0.000378, loss: 1.718877, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.43085 s, avg_samples: 256.0, ips: 594.16851 samples/s, eta: 11:31:19 +[2025/07/22 22:27:04] openrec INFO: epoch: [2/60], global_step: 3341, lr: 0.000378, loss: 1.729064, avg_reader_cost: 0.00097 s, avg_batch_cost: 0.04367 s, avg_samples: 25.6, ips: 586.20185 samples/s, eta: 11:31:19 +[2025/07/22 22:27:20] openrec INFO: cur metric, acc: 0.47544150044779043, norm_edit_dis: 0.8052403116983995, num_samples: 7248, fps: 489.13765880357073 +[2025/07/22 22:27:21] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 22:27:21] openrec INFO: best metric, acc: 0.47544150044779043, norm_edit_dis: 0.8052403116983995, num_samples: 7248, fps: 489.13765880357073, best_epoch: 2 +[2025/07/22 22:27:22] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/22 22:27:22] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep3/gpu2_ep3 +[2025/07/22 22:27:22] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep3/gpu0_ep3 +[2025/07/22 22:27:22] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep3/gpu1_ep3 +[2025/07/22 22:27:22] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep3/gpu3_ep3 +[2025/07/22 22:27:32] openrec INFO: 0 +[2025/07/22 22:27:32] openrec INFO: 791392 +[2025/07/22 22:27:32] openrec INFO: 961881 +[2025/07/22 22:27:32] openrec INFO: 668028 +[2025/07/22 22:27:32] openrec INFO: 997534 +[2025/07/22 22:27:38] openrec INFO: epoch: [3/60], global_step: 3350, lr: 0.000380, loss: 1.746319, avg_reader_cost: 3.05816 s, avg_batch_cost: 3.42788 s, avg_samples: 230.4, ips: 67.21360 samples/s, eta: 11:46:20 +[2025/07/22 22:27:43] openrec INFO: epoch: [3/60], global_step: 3360, lr: 0.000381, loss: 1.655100, avg_reader_cost: 0.00930 s, avg_batch_cost: 0.42609 s, avg_samples: 256.0, ips: 600.80665 samples/s, eta: 11:46:13 +[2025/07/22 22:27:47] openrec INFO: epoch: [3/60], global_step: 3370, lr: 0.000382, loss: 1.621851, avg_reader_cost: 0.01357 s, avg_batch_cost: 0.40273 s, avg_samples: 256.0, ips: 635.65373 samples/s, eta: 11:45:59 +[2025/07/22 22:27:51] openrec INFO: epoch: [3/60], global_step: 3380, lr: 0.000384, loss: 1.608303, avg_reader_cost: 0.01928 s, avg_batch_cost: 0.44052 s, avg_samples: 256.0, ips: 581.13724 samples/s, eta: 11:45:55 +[2025/07/22 22:27:55] openrec INFO: epoch: [3/60], global_step: 3390, lr: 0.000385, loss: 1.638721, avg_reader_cost: 0.00942 s, avg_batch_cost: 0.43117 s, avg_samples: 256.0, ips: 593.73985 samples/s, eta: 11:45:49 +[2025/07/22 22:28:00] openrec INFO: epoch: [3/60], global_step: 3400, lr: 0.000386, loss: 1.608121, avg_reader_cost: 0.01101 s, avg_batch_cost: 0.43185 s, avg_samples: 256.0, ips: 592.80212 samples/s, eta: 11:45:44 +[2025/07/22 22:28:04] openrec INFO: epoch: [3/60], global_step: 3410, lr: 0.000387, loss: 1.589154, avg_reader_cost: 0.01139 s, avg_batch_cost: 0.39999 s, avg_samples: 256.0, ips: 640.01385 samples/s, eta: 11:45:29 +[2025/07/22 22:28:08] openrec INFO: epoch: [3/60], global_step: 3420, lr: 0.000389, loss: 1.672990, avg_reader_cost: 0.01064 s, avg_batch_cost: 0.42720 s, avg_samples: 256.0, ips: 599.25705 samples/s, eta: 11:45:22 +[2025/07/22 22:28:12] openrec INFO: epoch: [3/60], global_step: 3430, lr: 0.000390, loss: 1.696225, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.38963 s, avg_samples: 256.0, ips: 657.03559 samples/s, eta: 11:45:04 +[2025/07/22 22:28:16] openrec INFO: epoch: [3/60], global_step: 3440, lr: 0.000391, loss: 1.706637, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.40514 s, avg_samples: 256.0, ips: 631.88585 samples/s, eta: 11:44:51 +[2025/07/22 22:28:20] openrec INFO: epoch: [3/60], global_step: 3450, lr: 0.000392, loss: 1.629951, avg_reader_cost: 0.01189 s, avg_batch_cost: 0.39790 s, avg_samples: 256.0, ips: 643.37610 samples/s, eta: 11:44:35 +[2025/07/22 22:28:24] openrec INFO: epoch: [3/60], global_step: 3460, lr: 0.000394, loss: 1.619693, avg_reader_cost: 0.01062 s, avg_batch_cost: 0.43236 s, avg_samples: 256.0, ips: 592.09346 samples/s, eta: 11:44:30 +[2025/07/22 22:28:28] openrec INFO: epoch: [3/60], global_step: 3470, lr: 0.000395, loss: 1.606509, avg_reader_cost: 0.01122 s, avg_batch_cost: 0.42364 s, avg_samples: 256.0, ips: 604.28154 samples/s, eta: 11:44:22 +[2025/07/22 22:28:33] openrec INFO: epoch: [3/60], global_step: 3480, lr: 0.000396, loss: 1.548321, avg_reader_cost: 0.01230 s, avg_batch_cost: 0.43862 s, avg_samples: 256.0, ips: 583.64669 samples/s, eta: 11:44:18 +[2025/07/22 22:28:37] openrec INFO: epoch: [3/60], global_step: 3490, lr: 0.000397, loss: 1.596918, avg_reader_cost: 0.01730 s, avg_batch_cost: 0.43387 s, avg_samples: 256.0, ips: 590.04516 samples/s, eta: 11:44:13 +[2025/07/22 22:28:41] openrec INFO: epoch: [3/60], global_step: 3500, lr: 0.000399, loss: 1.689684, avg_reader_cost: 0.01134 s, avg_batch_cost: 0.42201 s, avg_samples: 256.0, ips: 606.61594 samples/s, eta: 11:44:05 +[2025/07/22 22:28:45] openrec INFO: cur metric, acc: 0.4179083879443869, norm_edit_dis: 0.7634492585860093, num_samples: 7248, fps: 2785.6054773232077 +[2025/07/22 22:28:45] openrec INFO: best metric, acc: 0.47544150044779043, norm_edit_dis: 0.8052403116983995, num_samples: 7248, fps: 489.13765880357073, best_epoch: 2 +[2025/07/22 22:28:49] openrec INFO: epoch: [3/60], global_step: 3510, lr: 0.000400, loss: 1.637058, avg_reader_cost: 0.37071 s, avg_batch_cost: 0.78677 s, avg_samples: 256.0, ips: 325.37959 samples/s, eta: 11:45:37 +[2025/07/22 22:28:54] openrec INFO: epoch: [3/60], global_step: 3520, lr: 0.000401, loss: 1.701131, avg_reader_cost: 0.01064 s, avg_batch_cost: 0.42769 s, avg_samples: 256.0, ips: 598.56377 samples/s, eta: 11:45:30 +[2025/07/22 22:28:58] openrec INFO: epoch: [3/60], global_step: 3530, lr: 0.000402, loss: 1.751857, avg_reader_cost: 0.01446 s, avg_batch_cost: 0.42412 s, avg_samples: 256.0, ips: 603.60985 samples/s, eta: 11:45:22 +[2025/07/22 22:29:02] openrec INFO: epoch: [3/60], global_step: 3540, lr: 0.000403, loss: 1.773499, avg_reader_cost: 0.01127 s, avg_batch_cost: 0.42618 s, avg_samples: 256.0, ips: 600.68737 samples/s, eta: 11:45:15 +[2025/07/22 22:29:06] openrec INFO: epoch: [3/60], global_step: 3550, lr: 0.000405, loss: 1.671814, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.42833 s, avg_samples: 256.0, ips: 597.67682 samples/s, eta: 11:45:08 +[2025/07/22 22:29:11] openrec INFO: epoch: [3/60], global_step: 3560, lr: 0.000406, loss: 1.592343, avg_reader_cost: 0.01366 s, avg_batch_cost: 0.43608 s, avg_samples: 256.0, ips: 587.04767 samples/s, eta: 11:45:03 +[2025/07/22 22:29:15] openrec INFO: epoch: [3/60], global_step: 3570, lr: 0.000407, loss: 1.571384, avg_reader_cost: 0.01403 s, avg_batch_cost: 0.43917 s, avg_samples: 256.0, ips: 582.92404 samples/s, eta: 11:44:59 +[2025/07/22 22:29:20] openrec INFO: epoch: [3/60], global_step: 3580, lr: 0.000408, loss: 1.477425, avg_reader_cost: 0.01300 s, avg_batch_cost: 0.44414 s, avg_samples: 256.0, ips: 576.40101 samples/s, eta: 11:44:57 +[2025/07/22 22:29:24] openrec INFO: epoch: [3/60], global_step: 3590, lr: 0.000409, loss: 1.446857, avg_reader_cost: 0.01526 s, avg_batch_cost: 0.44067 s, avg_samples: 256.0, ips: 580.94016 samples/s, eta: 11:44:53 +[2025/07/22 22:29:28] openrec INFO: epoch: [3/60], global_step: 3600, lr: 0.000411, loss: 1.351757, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.41432 s, avg_samples: 256.0, ips: 617.87500 samples/s, eta: 11:44:43 +[2025/07/22 22:29:33] openrec INFO: epoch: [3/60], global_step: 3610, lr: 0.000412, loss: 1.419270, avg_reader_cost: 0.01117 s, avg_batch_cost: 0.43396 s, avg_samples: 256.0, ips: 589.91585 samples/s, eta: 11:44:38 +[2025/07/22 22:29:37] openrec INFO: epoch: [3/60], global_step: 3620, lr: 0.000413, loss: 1.515943, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.42954 s, avg_samples: 256.0, ips: 595.99300 samples/s, eta: 11:44:31 +[2025/07/22 22:29:41] openrec INFO: epoch: [3/60], global_step: 3630, lr: 0.000414, loss: 1.507782, avg_reader_cost: 0.01158 s, avg_batch_cost: 0.42628 s, avg_samples: 256.0, ips: 600.54687 samples/s, eta: 11:44:24 +[2025/07/22 22:29:46] openrec INFO: epoch: [3/60], global_step: 3640, lr: 0.000415, loss: 1.463126, avg_reader_cost: 0.01357 s, avg_batch_cost: 0.43174 s, avg_samples: 256.0, ips: 592.95631 samples/s, eta: 11:44:18 +[2025/07/22 22:29:50] openrec INFO: epoch: [3/60], global_step: 3650, lr: 0.000416, loss: 1.457687, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.44333 s, avg_samples: 256.0, ips: 577.44702 samples/s, eta: 11:44:15 +[2025/07/22 22:29:54] openrec INFO: epoch: [3/60], global_step: 3660, lr: 0.000418, loss: 1.444576, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.42200 s, avg_samples: 256.0, ips: 606.63699 samples/s, eta: 11:44:07 +[2025/07/22 22:29:59] openrec INFO: epoch: [3/60], global_step: 3670, lr: 0.000419, loss: 1.316096, avg_reader_cost: 0.01281 s, avg_batch_cost: 0.43677 s, avg_samples: 256.0, ips: 586.11501 samples/s, eta: 11:44:03 +[2025/07/22 22:30:03] openrec INFO: epoch: [3/60], global_step: 3680, lr: 0.000420, loss: 1.293513, avg_reader_cost: 0.01129 s, avg_batch_cost: 0.43573 s, avg_samples: 256.0, ips: 587.51632 samples/s, eta: 11:43:58 +[2025/07/22 22:30:07] openrec INFO: epoch: [3/60], global_step: 3690, lr: 0.000421, loss: 1.291390, avg_reader_cost: 0.01635 s, avg_batch_cost: 0.41984 s, avg_samples: 256.0, ips: 609.75765 samples/s, eta: 11:43:49 +[2025/07/22 22:30:11] openrec INFO: epoch: [3/60], global_step: 3700, lr: 0.000422, loss: 1.346381, avg_reader_cost: 0.01628 s, avg_batch_cost: 0.43297 s, avg_samples: 256.0, ips: 591.26287 samples/s, eta: 11:43:44 +[2025/07/22 22:30:16] openrec INFO: epoch: [3/60], global_step: 3710, lr: 0.000423, loss: 1.538521, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.43072 s, avg_samples: 256.0, ips: 594.35546 samples/s, eta: 11:43:38 +[2025/07/22 22:30:20] openrec INFO: epoch: [3/60], global_step: 3720, lr: 0.000424, loss: 1.451118, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.42752 s, avg_samples: 256.0, ips: 598.80128 samples/s, eta: 11:43:31 +[2025/07/22 22:30:24] openrec INFO: epoch: [3/60], global_step: 3730, lr: 0.000425, loss: 1.319028, avg_reader_cost: 0.01224 s, avg_batch_cost: 0.42917 s, avg_samples: 256.0, ips: 596.50378 samples/s, eta: 11:43:24 +[2025/07/22 22:30:29] openrec INFO: epoch: [3/60], global_step: 3740, lr: 0.000426, loss: 1.309427, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.42408 s, avg_samples: 256.0, ips: 603.66421 samples/s, eta: 11:43:17 +[2025/07/22 22:30:33] openrec INFO: epoch: [3/60], global_step: 3750, lr: 0.000427, loss: 1.427157, avg_reader_cost: 0.01125 s, avg_batch_cost: 0.43276 s, avg_samples: 256.0, ips: 591.54796 samples/s, eta: 11:43:11 +[2025/07/22 22:30:37] openrec INFO: epoch: [3/60], global_step: 3760, lr: 0.000429, loss: 1.518900, avg_reader_cost: 0.01087 s, avg_batch_cost: 0.42896 s, avg_samples: 256.0, ips: 596.79312 samples/s, eta: 11:43:05 +[2025/07/22 22:30:42] openrec INFO: epoch: [3/60], global_step: 3770, lr: 0.000430, loss: 1.573587, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.43510 s, avg_samples: 256.0, ips: 588.37312 samples/s, eta: 11:43:00 +[2025/07/22 22:30:46] openrec INFO: epoch: [3/60], global_step: 3780, lr: 0.000431, loss: 1.569841, avg_reader_cost: 0.01114 s, avg_batch_cost: 0.43007 s, avg_samples: 256.0, ips: 595.24762 samples/s, eta: 11:42:54 +[2025/07/22 22:30:50] openrec INFO: epoch: [3/60], global_step: 3790, lr: 0.000432, loss: 1.452676, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.43037 s, avg_samples: 256.0, ips: 594.84333 samples/s, eta: 11:42:48 +[2025/07/22 22:30:55] openrec INFO: epoch: [3/60], global_step: 3800, lr: 0.000433, loss: 1.323790, avg_reader_cost: 0.01079 s, avg_batch_cost: 0.43769 s, avg_samples: 256.0, ips: 584.88940 samples/s, eta: 11:42:44 +[2025/07/22 22:30:59] openrec INFO: epoch: [3/60], global_step: 3810, lr: 0.000434, loss: 1.302898, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.42654 s, avg_samples: 256.0, ips: 600.18325 samples/s, eta: 11:42:37 +[2025/07/22 22:31:03] openrec INFO: epoch: [3/60], global_step: 3820, lr: 0.000435, loss: 1.340959, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.43369 s, avg_samples: 256.0, ips: 590.28867 samples/s, eta: 11:42:32 +[2025/07/22 22:31:08] openrec INFO: epoch: [3/60], global_step: 3830, lr: 0.000436, loss: 1.370064, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.42598 s, avg_samples: 256.0, ips: 600.96097 samples/s, eta: 11:42:24 +[2025/07/22 22:31:12] openrec INFO: epoch: [3/60], global_step: 3840, lr: 0.000437, loss: 1.361020, avg_reader_cost: 0.01088 s, avg_batch_cost: 0.42478 s, avg_samples: 256.0, ips: 602.65823 samples/s, eta: 11:42:17 +[2025/07/22 22:31:16] openrec INFO: epoch: [3/60], global_step: 3850, lr: 0.000438, loss: 1.337566, avg_reader_cost: 0.01538 s, avg_batch_cost: 0.42142 s, avg_samples: 256.0, ips: 607.46544 samples/s, eta: 11:42:09 +[2025/07/22 22:31:20] openrec INFO: epoch: [3/60], global_step: 3860, lr: 0.000439, loss: 1.254824, avg_reader_cost: 0.01408 s, avg_batch_cost: 0.42559 s, avg_samples: 256.0, ips: 601.52306 samples/s, eta: 11:42:02 +[2025/07/22 22:31:25] openrec INFO: epoch: [3/60], global_step: 3870, lr: 0.000440, loss: 1.254824, avg_reader_cost: 0.01092 s, avg_batch_cost: 0.44078 s, avg_samples: 256.0, ips: 580.78430 samples/s, eta: 11:41:58 +[2025/07/22 22:31:29] openrec INFO: epoch: [3/60], global_step: 3880, lr: 0.000441, loss: 1.356373, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.42492 s, avg_samples: 256.0, ips: 602.46133 samples/s, eta: 11:41:51 +[2025/07/22 22:31:33] openrec INFO: epoch: [3/60], global_step: 3890, lr: 0.000442, loss: 1.336075, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.43077 s, avg_samples: 256.0, ips: 594.28730 samples/s, eta: 11:41:45 +[2025/07/22 22:31:38] openrec INFO: epoch: [3/60], global_step: 3900, lr: 0.000443, loss: 1.322786, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.43741 s, avg_samples: 256.0, ips: 585.26134 samples/s, eta: 11:41:41 +[2025/07/22 22:31:42] openrec INFO: epoch: [3/60], global_step: 3910, lr: 0.000444, loss: 1.270289, avg_reader_cost: 0.01115 s, avg_batch_cost: 0.43603 s, avg_samples: 256.0, ips: 587.10888 samples/s, eta: 11:41:36 +[2025/07/22 22:31:46] openrec INFO: epoch: [3/60], global_step: 3920, lr: 0.000445, loss: 1.293970, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.42478 s, avg_samples: 256.0, ips: 602.65786 samples/s, eta: 11:41:29 +[2025/07/22 22:31:51] openrec INFO: epoch: [3/60], global_step: 3930, lr: 0.000446, loss: 1.355526, avg_reader_cost: 0.01138 s, avg_batch_cost: 0.43468 s, avg_samples: 256.0, ips: 588.94172 samples/s, eta: 11:41:24 +[2025/07/22 22:31:55] openrec INFO: epoch: [3/60], global_step: 3940, lr: 0.000447, loss: 1.305091, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.42621 s, avg_samples: 256.0, ips: 600.64651 samples/s, eta: 11:41:17 +[2025/07/22 22:31:59] openrec INFO: epoch: [3/60], global_step: 3950, lr: 0.000448, loss: 1.540740, avg_reader_cost: 0.01187 s, avg_batch_cost: 0.44546 s, avg_samples: 256.0, ips: 574.68603 samples/s, eta: 11:41:15 +[2025/07/22 22:32:04] openrec INFO: epoch: [3/60], global_step: 3960, lr: 0.000449, loss: 1.513788, avg_reader_cost: 0.01293 s, avg_batch_cost: 0.43188 s, avg_samples: 256.0, ips: 592.75159 samples/s, eta: 11:41:10 +[2025/07/22 22:32:08] openrec INFO: epoch: [3/60], global_step: 3970, lr: 0.000450, loss: 1.316815, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.42518 s, avg_samples: 256.0, ips: 602.09725 samples/s, eta: 11:41:03 +[2025/07/22 22:32:12] openrec INFO: epoch: [3/60], global_step: 3980, lr: 0.000450, loss: 1.324758, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.42972 s, avg_samples: 256.0, ips: 595.73663 samples/s, eta: 11:40:57 +[2025/07/22 22:32:16] openrec INFO: epoch: [3/60], global_step: 3990, lr: 0.000451, loss: 1.385448, avg_reader_cost: 0.01694 s, avg_batch_cost: 0.41134 s, avg_samples: 256.0, ips: 622.35274 samples/s, eta: 11:40:46 +[2025/07/22 22:32:21] openrec INFO: epoch: [3/60], global_step: 4000, lr: 0.000452, loss: 1.527443, avg_reader_cost: 0.01385 s, avg_batch_cost: 0.42987 s, avg_samples: 256.0, ips: 595.53376 samples/s, eta: 11:40:40 +[2025/07/22 22:32:24] openrec INFO: cur metric, acc: 0.5845750543811051, norm_edit_dis: 0.8606185103562329, num_samples: 7248, fps: 2782.0253915751628 +[2025/07/22 22:32:25] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 22:32:25] openrec INFO: best metric, acc: 0.5845750543811051, norm_edit_dis: 0.8606185103562329, num_samples: 7248, fps: 2782.0253915751628, best_epoch: 3 +[2025/07/22 22:32:29] openrec INFO: epoch: [3/60], global_step: 4010, lr: 0.000453, loss: 1.431533, avg_reader_cost: 0.42812 s, avg_batch_cost: 0.84090 s, avg_samples: 256.0, ips: 304.43719 samples/s, eta: 11:42:13 +[2025/07/22 22:32:34] openrec INFO: epoch: [3/60], global_step: 4020, lr: 0.000454, loss: 1.357575, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.43293 s, avg_samples: 256.0, ips: 591.31936 samples/s, eta: 11:42:07 +[2025/07/22 22:32:38] openrec INFO: epoch: [3/60], global_step: 4030, lr: 0.000455, loss: 1.333472, avg_reader_cost: 0.01221 s, avg_batch_cost: 0.44139 s, avg_samples: 256.0, ips: 579.98449 samples/s, eta: 11:42:04 +[2025/07/22 22:32:42] openrec INFO: epoch: [3/60], global_step: 4040, lr: 0.000456, loss: 1.303028, avg_reader_cost: 0.01069 s, avg_batch_cost: 0.43788 s, avg_samples: 256.0, ips: 584.63612 samples/s, eta: 11:42:00 +[2025/07/22 22:32:47] openrec INFO: epoch: [3/60], global_step: 4050, lr: 0.000457, loss: 1.224247, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.43725 s, avg_samples: 256.0, ips: 585.48097 samples/s, eta: 11:41:55 +[2025/07/22 22:32:51] openrec INFO: epoch: [3/60], global_step: 4060, lr: 0.000458, loss: 1.191256, avg_reader_cost: 0.01452 s, avg_batch_cost: 0.42684 s, avg_samples: 256.0, ips: 599.76302 samples/s, eta: 11:41:48 +[2025/07/22 22:32:55] openrec INFO: epoch: [3/60], global_step: 4070, lr: 0.000458, loss: 1.191256, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.42603 s, avg_samples: 256.0, ips: 600.89286 samples/s, eta: 11:41:41 +[2025/07/22 22:33:00] openrec INFO: epoch: [3/60], global_step: 4080, lr: 0.000459, loss: 1.360290, avg_reader_cost: 0.01448 s, avg_batch_cost: 0.43530 s, avg_samples: 256.0, ips: 588.10120 samples/s, eta: 11:41:36 +[2025/07/22 22:33:04] openrec INFO: epoch: [3/60], global_step: 4090, lr: 0.000460, loss: 1.387211, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.43765 s, avg_samples: 256.0, ips: 584.94519 samples/s, eta: 11:41:32 +[2025/07/22 22:33:08] openrec INFO: epoch: [3/60], global_step: 4100, lr: 0.000461, loss: 1.281657, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.42405 s, avg_samples: 256.0, ips: 603.70786 samples/s, eta: 11:41:25 +[2025/07/22 22:33:13] openrec INFO: epoch: [3/60], global_step: 4110, lr: 0.000462, loss: 1.379794, avg_reader_cost: 0.01630 s, avg_batch_cost: 0.43338 s, avg_samples: 256.0, ips: 590.70492 samples/s, eta: 11:41:19 +[2025/07/22 22:33:17] openrec INFO: epoch: [3/60], global_step: 4120, lr: 0.000462, loss: 1.455605, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.43973 s, avg_samples: 256.0, ips: 582.17782 samples/s, eta: 11:41:15 +[2025/07/22 22:33:21] openrec INFO: epoch: [3/60], global_step: 4130, lr: 0.000463, loss: 1.377160, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.43117 s, avg_samples: 256.0, ips: 593.73578 samples/s, eta: 11:41:10 +[2025/07/22 22:33:26] openrec INFO: epoch: [3/60], global_step: 4140, lr: 0.000464, loss: 1.317688, avg_reader_cost: 0.01351 s, avg_batch_cost: 0.43691 s, avg_samples: 256.0, ips: 585.93158 samples/s, eta: 11:41:05 +[2025/07/22 22:33:30] openrec INFO: epoch: [3/60], global_step: 4150, lr: 0.000465, loss: 1.291506, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.43468 s, avg_samples: 256.0, ips: 588.94308 samples/s, eta: 11:41:00 +[2025/07/22 22:33:34] openrec INFO: epoch: [3/60], global_step: 4160, lr: 0.000466, loss: 1.248707, avg_reader_cost: 0.01080 s, avg_batch_cost: 0.43203 s, avg_samples: 256.0, ips: 592.55035 samples/s, eta: 11:40:55 +[2025/07/22 22:33:39] openrec INFO: epoch: [3/60], global_step: 4170, lr: 0.000466, loss: 1.178747, avg_reader_cost: 0.01127 s, 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[3/60], global_step: 4220, lr: 0.000470, loss: 1.216646, avg_reader_cost: 0.01360 s, avg_batch_cost: 0.43157 s, avg_samples: 256.0, ips: 593.18456 samples/s, eta: 11:40:19 +[2025/07/22 22:34:05] openrec INFO: epoch: [3/60], global_step: 4230, lr: 0.000471, loss: 1.264622, avg_reader_cost: 0.01087 s, avg_batch_cost: 0.43060 s, avg_samples: 256.0, ips: 594.52023 samples/s, eta: 11:40:13 +[2025/07/22 22:34:09] openrec INFO: epoch: [3/60], global_step: 4240, lr: 0.000472, loss: 1.389898, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.41609 s, avg_samples: 256.0, ips: 615.25234 samples/s, eta: 11:40:04 +[2025/07/22 22:34:13] openrec INFO: epoch: [3/60], global_step: 4250, lr: 0.000472, loss: 1.370013, avg_reader_cost: 0.01127 s, avg_batch_cost: 0.42106 s, avg_samples: 256.0, ips: 607.98411 samples/s, eta: 11:39:56 +[2025/07/22 22:34:17] openrec INFO: epoch: [3/60], global_step: 4260, lr: 0.000473, loss: 1.123479, avg_reader_cost: 0.01061 s, avg_batch_cost: 0.43216 s, avg_samples: 256.0, ips: 592.37052 samples/s, eta: 11:39:51 +[2025/07/22 22:34:22] openrec INFO: epoch: [3/60], global_step: 4270, lr: 0.000474, loss: 1.115329, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.42376 s, avg_samples: 256.0, ips: 604.11614 samples/s, eta: 11:39:43 +[2025/07/22 22:34:26] openrec INFO: epoch: [3/60], global_step: 4280, lr: 0.000474, loss: 1.138047, avg_reader_cost: 0.01162 s, avg_batch_cost: 0.42335 s, avg_samples: 256.0, ips: 604.70520 samples/s, eta: 11:39:36 +[2025/07/22 22:34:30] openrec INFO: epoch: [3/60], global_step: 4290, lr: 0.000475, loss: 1.156126, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.43037 s, avg_samples: 256.0, ips: 594.84360 samples/s, eta: 11:39:30 +[2025/07/22 22:34:35] openrec INFO: epoch: [3/60], global_step: 4300, lr: 0.000476, loss: 1.266852, avg_reader_cost: 0.01115 s, avg_batch_cost: 0.43557 s, avg_samples: 256.0, ips: 587.73416 samples/s, eta: 11:39:25 +[2025/07/22 22:34:39] openrec INFO: epoch: [3/60], global_step: 4310, lr: 0.000476, loss: 1.249105, avg_reader_cost: 0.01078 s, avg_batch_cost: 0.43453 s, avg_samples: 256.0, ips: 589.14065 samples/s, eta: 11:39:20 +[2025/07/22 22:34:43] openrec INFO: epoch: [3/60], global_step: 4320, lr: 0.000477, loss: 1.216875, avg_reader_cost: 0.01294 s, avg_batch_cost: 0.42691 s, avg_samples: 256.0, ips: 599.65955 samples/s, eta: 11:39:14 +[2025/07/22 22:34:48] openrec INFO: epoch: [3/60], global_step: 4330, lr: 0.000478, loss: 1.153839, avg_reader_cost: 0.01140 s, avg_batch_cost: 0.42966 s, avg_samples: 256.0, ips: 595.82688 samples/s, eta: 11:39:08 +[2025/07/22 22:34:52] openrec INFO: epoch: [3/60], global_step: 4340, lr: 0.000478, loss: 1.191978, avg_reader_cost: 0.01170 s, avg_batch_cost: 0.42835 s, avg_samples: 256.0, ips: 597.64528 samples/s, eta: 11:39:02 +[2025/07/22 22:34:56] openrec INFO: epoch: [3/60], global_step: 4350, lr: 0.000479, loss: 1.276802, avg_reader_cost: 0.01186 s, avg_batch_cost: 0.43207 s, avg_samples: 256.0, ips: 592.49470 samples/s, eta: 11:38:56 +[2025/07/22 22:35:00] openrec INFO: epoch: [3/60], global_step: 4360, lr: 0.000480, loss: 1.129199, avg_reader_cost: 0.01162 s, avg_batch_cost: 0.42914 s, avg_samples: 256.0, ips: 596.54163 samples/s, eta: 11:38:50 +[2025/07/22 22:35:05] openrec INFO: epoch: [3/60], global_step: 4370, lr: 0.000480, loss: 1.073111, avg_reader_cost: 0.01322 s, avg_batch_cost: 0.42749 s, avg_samples: 256.0, ips: 598.84192 samples/s, eta: 11:38:43 +[2025/07/22 22:35:09] openrec INFO: epoch: [3/60], global_step: 4380, lr: 0.000481, loss: 1.122144, avg_reader_cost: 0.01120 s, avg_batch_cost: 0.43447 s, avg_samples: 256.0, ips: 589.22952 samples/s, eta: 11:38:39 +[2025/07/22 22:35:14] openrec INFO: epoch: [3/60], global_step: 4390, lr: 0.000481, loss: 1.092582, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.44051 s, avg_samples: 256.0, ips: 581.14941 samples/s, eta: 11:38:35 +[2025/07/22 22:35:18] openrec INFO: epoch: [3/60], global_step: 4400, lr: 0.000482, loss: 1.092582, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.42667 s, avg_samples: 256.0, ips: 599.99752 samples/s, eta: 11:38:28 +[2025/07/22 22:35:22] openrec INFO: epoch: [3/60], global_step: 4410, lr: 0.000482, loss: 1.172491, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.42485 s, avg_samples: 256.0, ips: 602.55948 samples/s, eta: 11:38:21 +[2025/07/22 22:35:26] openrec INFO: epoch: [3/60], global_step: 4420, lr: 0.000483, loss: 1.209779, avg_reader_cost: 0.01578 s, avg_batch_cost: 0.43944 s, avg_samples: 256.0, ips: 582.56378 samples/s, eta: 11:38:18 +[2025/07/22 22:35:31] openrec INFO: epoch: [3/60], global_step: 4430, lr: 0.000484, loss: 1.131112, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.42241 s, avg_samples: 256.0, ips: 606.04829 samples/s, eta: 11:38:10 +[2025/07/22 22:35:35] openrec INFO: epoch: [3/60], global_step: 4440, lr: 0.000484, loss: 1.139335, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.43770 s, avg_samples: 256.0, ips: 584.88060 samples/s, eta: 11:38:06 +[2025/07/22 22:35:39] openrec INFO: epoch: [3/60], global_step: 4450, lr: 0.000485, loss: 1.171473, avg_reader_cost: 0.01187 s, avg_batch_cost: 0.42506 s, avg_samples: 256.0, ips: 602.27354 samples/s, eta: 11:37:59 +[2025/07/22 22:35:44] openrec INFO: epoch: [3/60], global_step: 4460, lr: 0.000485, loss: 1.102396, avg_reader_cost: 0.01257 s, avg_batch_cost: 0.43717 s, avg_samples: 256.0, ips: 585.58637 samples/s, eta: 11:37:55 +[2025/07/22 22:35:48] openrec INFO: epoch: [3/60], global_step: 4470, lr: 0.000486, loss: 1.048448, avg_reader_cost: 0.01343 s, avg_batch_cost: 0.43789 s, avg_samples: 256.0, ips: 584.62594 samples/s, eta: 11:37:51 +[2025/07/22 22:35:52] openrec INFO: epoch: [3/60], global_step: 4480, lr: 0.000486, loss: 1.033178, avg_reader_cost: 0.01286 s, avg_batch_cost: 0.43042 s, avg_samples: 256.0, ips: 594.76814 samples/s, eta: 11:37:45 +[2025/07/22 22:35:57] openrec INFO: epoch: [3/60], global_step: 4490, lr: 0.000487, loss: 1.066326, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.43151 s, avg_samples: 256.0, ips: 593.26365 samples/s, eta: 11:37:39 +[2025/07/22 22:36:01] openrec INFO: epoch: [3/60], global_step: 4500, lr: 0.000487, loss: 1.057991, avg_reader_cost: 0.01148 s, avg_batch_cost: 0.43522 s, avg_samples: 256.0, ips: 588.20420 samples/s, eta: 11:37:35 +[2025/07/22 22:36:05] openrec INFO: cur metric, acc: 0.7062637959350665, norm_edit_dis: 0.9091391603263136, num_samples: 7248, fps: 2787.9871823619087 +[2025/07/22 22:36:05] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 22:36:05] openrec INFO: best metric, acc: 0.7062637959350665, norm_edit_dis: 0.9091391603263136, num_samples: 7248, fps: 2787.9871823619087, best_epoch: 3 +[2025/07/22 22:36:09] openrec INFO: epoch: [3/60], global_step: 4510, lr: 0.000488, loss: 1.043118, avg_reader_cost: 0.41042 s, avg_batch_cost: 0.82133 s, avg_samples: 256.0, ips: 311.68806 samples/s, eta: 11:38:52 +[2025/07/22 22:36:14] openrec INFO: epoch: [3/60], global_step: 4520, lr: 0.000488, loss: 1.022879, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.42593 s, avg_samples: 256.0, ips: 601.04449 samples/s, eta: 11:38:45 +[2025/07/22 22:36:18] openrec INFO: epoch: [3/60], global_step: 4530, lr: 0.000489, loss: 1.061074, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.43206 s, avg_samples: 256.0, ips: 592.51003 samples/s, eta: 11:38:39 +[2025/07/22 22:36:22] openrec INFO: epoch: [3/60], global_step: 4540, lr: 0.000489, loss: 1.068180, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.42318 s, avg_samples: 256.0, ips: 604.94225 samples/s, eta: 11:38:32 +[2025/07/22 22:36:27] openrec INFO: epoch: [3/60], global_step: 4550, lr: 0.000489, loss: 1.012451, avg_reader_cost: 0.01347 s, avg_batch_cost: 0.43134 s, avg_samples: 256.0, ips: 593.50178 samples/s, eta: 11:38:26 +[2025/07/22 22:36:31] openrec INFO: epoch: [3/60], global_step: 4560, lr: 0.000490, loss: 1.032645, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.42649 s, avg_samples: 256.0, ips: 600.24821 samples/s, eta: 11:38:20 +[2025/07/22 22:36:35] openrec INFO: epoch: [3/60], global_step: 4570, lr: 0.000490, loss: 1.006757, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.42728 s, avg_samples: 256.0, ips: 599.13406 samples/s, eta: 11:38:13 +[2025/07/22 22:36:39] openrec INFO: epoch: [3/60], global_step: 4580, lr: 0.000491, loss: 1.072238, avg_reader_cost: 0.01783 s, avg_batch_cost: 0.42752 s, avg_samples: 256.0, ips: 598.79984 samples/s, eta: 11:38:07 +[2025/07/22 22:36:44] openrec INFO: epoch: [3/60], global_step: 4590, lr: 0.000491, loss: 1.189191, avg_reader_cost: 0.01166 s, avg_batch_cost: 0.43588 s, avg_samples: 256.0, ips: 587.31746 samples/s, eta: 11:38:02 +[2025/07/22 22:36:48] openrec INFO: epoch: [3/60], global_step: 4600, lr: 0.000492, loss: 1.231199, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.42219 s, avg_samples: 256.0, ips: 606.36011 samples/s, eta: 11:37:54 +[2025/07/22 22:36:52] openrec INFO: epoch: [3/60], global_step: 4610, lr: 0.000492, loss: 1.089485, avg_reader_cost: 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loss: 1.031493, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.43559 s, avg_samples: 256.0, ips: 587.71512 samples/s, eta: 11:36:30 +[2025/07/22 22:37:57] openrec INFO: epoch: [3/60], global_step: 4760, lr: 0.000497, loss: 0.974556, avg_reader_cost: 0.01412 s, avg_batch_cost: 0.42750 s, avg_samples: 256.0, ips: 598.83664 samples/s, eta: 11:36:24 +[2025/07/22 22:38:01] openrec INFO: epoch: [3/60], global_step: 4770, lr: 0.000497, loss: 0.974556, avg_reader_cost: 0.01370 s, avg_batch_cost: 0.43414 s, avg_samples: 256.0, ips: 589.66614 samples/s, eta: 11:36:19 +[2025/07/22 22:38:06] openrec INFO: epoch: [3/60], global_step: 4780, lr: 0.000497, loss: 1.168332, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.43728 s, avg_samples: 256.0, ips: 585.43430 samples/s, eta: 11:36:15 +[2025/07/22 22:38:10] openrec INFO: epoch: [3/60], global_step: 4790, lr: 0.000497, loss: 1.141844, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.43460 s, avg_samples: 256.0, ips: 589.04870 samples/s, eta: 11:36:10 +[2025/07/22 22:38:15] openrec INFO: epoch: [3/60], global_step: 4800, lr: 0.000498, loss: 1.107955, avg_reader_cost: 0.01113 s, avg_batch_cost: 0.42667 s, avg_samples: 256.0, ips: 599.98857 samples/s, eta: 11:36:03 +[2025/07/22 22:38:19] openrec INFO: epoch: [3/60], global_step: 4810, lr: 0.000498, loss: 0.993889, avg_reader_cost: 0.01062 s, avg_batch_cost: 0.43151 s, avg_samples: 256.0, ips: 593.26840 samples/s, eta: 11:35:58 +[2025/07/22 22:38:23] openrec INFO: epoch: [3/60], global_step: 4820, lr: 0.000498, loss: 0.977056, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.43204 s, avg_samples: 256.0, ips: 592.54368 samples/s, eta: 11:35:52 +[2025/07/22 22:38:27] openrec INFO: epoch: [3/60], global_step: 4830, lr: 0.000498, loss: 1.040276, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.42763 s, avg_samples: 256.0, ips: 598.65154 samples/s, eta: 11:35:46 +[2025/07/22 22:38:32] openrec INFO: epoch: [3/60], global_step: 4840, lr: 0.000498, loss: 1.108174, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.43054 s, avg_samples: 256.0, ips: 594.59658 samples/s, eta: 11:35:40 +[2025/07/22 22:38:36] openrec INFO: epoch: [3/60], global_step: 4850, lr: 0.000499, loss: 1.109288, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.43159 s, avg_samples: 256.0, ips: 593.15484 samples/s, eta: 11:35:35 +[2025/07/22 22:38:40] openrec INFO: epoch: [3/60], global_step: 4860, lr: 0.000499, loss: 1.053633, avg_reader_cost: 0.01096 s, avg_batch_cost: 0.43561 s, avg_samples: 256.0, ips: 587.68047 samples/s, eta: 11:35:30 +[2025/07/22 22:38:45] openrec INFO: epoch: [3/60], global_step: 4870, lr: 0.000499, loss: 1.004278, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.42803 s, avg_samples: 256.0, ips: 598.08760 samples/s, eta: 11:35:24 +[2025/07/22 22:38:49] openrec INFO: epoch: [3/60], global_step: 4880, lr: 0.000499, loss: 0.970303, avg_reader_cost: 0.01122 s, avg_batch_cost: 0.44064 s, avg_samples: 256.0, ips: 580.96666 samples/s, eta: 11:35:20 +[2025/07/22 22:38:54] openrec INFO: epoch: [3/60], global_step: 4890, lr: 0.000499, loss: 0.922517, avg_reader_cost: 0.01069 s, avg_batch_cost: 0.43306 s, avg_samples: 256.0, ips: 591.14656 samples/s, eta: 11:35:15 +[2025/07/22 22:38:58] openrec INFO: epoch: [3/60], global_step: 4900, lr: 0.000499, loss: 0.932991, avg_reader_cost: 0.01107 s, avg_batch_cost: 0.42309 s, avg_samples: 256.0, ips: 605.07032 samples/s, eta: 11:35:08 +[2025/07/22 22:39:02] openrec INFO: epoch: [3/60], global_step: 4910, lr: 0.000499, loss: 0.945585, avg_reader_cost: 0.01400 s, avg_batch_cost: 0.42675 s, avg_samples: 256.0, ips: 599.88895 samples/s, eta: 11:35:02 +[2025/07/22 22:39:06] openrec INFO: epoch: [3/60], global_step: 4920, lr: 0.000499, loss: 0.980681, avg_reader_cost: 0.01344 s, avg_batch_cost: 0.43142 s, avg_samples: 256.0, ips: 593.38804 samples/s, eta: 11:34:56 +[2025/07/22 22:39:11] openrec INFO: epoch: [3/60], global_step: 4930, lr: 0.000500, loss: 1.022278, avg_reader_cost: 0.01114 s, avg_batch_cost: 0.44267 s, avg_samples: 256.0, ips: 578.31399 samples/s, eta: 11:34:53 +[2025/07/22 22:39:15] openrec INFO: epoch: [3/60], global_step: 4940, lr: 0.000500, loss: 0.985905, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.42292 s, avg_samples: 256.0, ips: 605.30879 samples/s, eta: 11:34:46 +[2025/07/22 22:39:19] openrec INFO: epoch: [3/60], global_step: 4950, lr: 0.000500, loss: 0.976124, avg_reader_cost: 0.01100 s, avg_batch_cost: 0.43860 s, avg_samples: 256.0, ips: 583.68172 samples/s, eta: 11:34:42 +[2025/07/22 22:39:24] openrec INFO: epoch: [3/60], global_step: 4960, lr: 0.000500, loss: 0.969018, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.42052 s, avg_samples: 256.0, ips: 608.77272 samples/s, eta: 11:34:34 +[2025/07/22 22:39:28] openrec INFO: epoch: [3/60], global_step: 4970, lr: 0.000500, loss: 1.027668, avg_reader_cost: 0.01170 s, avg_batch_cost: 0.42181 s, avg_samples: 256.0, ips: 606.90897 samples/s, eta: 11:34:27 +[2025/07/22 22:39:32] openrec INFO: epoch: [3/60], global_step: 4980, lr: 0.000500, loss: 1.131609, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.43375 s, avg_samples: 256.0, ips: 590.19815 samples/s, eta: 11:34:22 +[2025/07/22 22:39:36] openrec INFO: epoch: [3/60], global_step: 4990, lr: 0.000500, loss: 1.000766, avg_reader_cost: 0.01313 s, avg_batch_cost: 0.41116 s, avg_samples: 256.0, ips: 622.62134 samples/s, eta: 11:34:13 +[2025/07/22 22:39:40] openrec INFO: epoch: [3/60], global_step: 5000, lr: 0.000500, loss: 0.957631, avg_reader_cost: 0.01200 s, avg_batch_cost: 0.40755 s, avg_samples: 256.0, ips: 628.13978 samples/s, eta: 11:34:03 +[2025/07/22 22:39:44] openrec INFO: cur metric, acc: 0.8202262681840146, norm_edit_dis: 0.9350164684214392, num_samples: 7248, fps: 2816.1076156949684 +[2025/07/22 22:39:44] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 22:39:44] openrec INFO: best metric, acc: 0.8202262681840146, norm_edit_dis: 0.9350164684214392, num_samples: 7248, fps: 2816.1076156949684, best_epoch: 3 +[2025/07/22 22:39:49] openrec INFO: epoch: [3/60], global_step: 5010, lr: 0.000500, loss: 0.920515, avg_reader_cost: 0.41075 s, avg_batch_cost: 0.82575 s, avg_samples: 256.0, ips: 310.02234 samples/s, eta: 11:35:12 +[2025/07/22 22:39:50] openrec INFO: epoch: [3/60], global_step: 5013, lr: 0.000500, loss: 0.916021, avg_reader_cost: 0.00296 s, avg_batch_cost: 0.12746 s, avg_samples: 76.8, ips: 602.53193 samples/s, eta: 11:35:10 +[2025/07/22 22:40:05] openrec INFO: cur metric, acc: 0.8222958046050003, norm_edit_dis: 0.9355242876806711, num_samples: 7248, fps: 525.4852951898578 +[2025/07/22 22:40:06] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 22:40:06] openrec INFO: best metric, acc: 0.8222958046050003, norm_edit_dis: 0.9355242876806711, num_samples: 7248, fps: 525.4852951898578, best_epoch: 3 +[2025/07/22 22:40:07] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/22 22:40:07] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep4/gpu0_ep4 +[2025/07/22 22:40:07] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep4/gpu1_ep4 +[2025/07/22 22:40:07] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep4/gpu2_ep4 +[2025/07/22 22:40:07] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep4/gpu3_ep4 +[2025/07/22 22:40:17] openrec INFO: 0 +[2025/07/22 22:40:17] openrec INFO: 791765 +[2025/07/22 22:40:17] openrec INFO: 961050 +[2025/07/22 22:40:17] openrec INFO: 667427 +[2025/07/22 22:40:17] openrec INFO: 998790 +[2025/07/22 22:40:22] openrec INFO: epoch: [4/60], global_step: 5020, lr: 0.000500, loss: 0.906053, avg_reader_cost: 2.88448 s, avg_batch_cost: 3.17018 s, avg_samples: 179.2, ips: 56.52681 samples/s, eta: 11:43:46 +[2025/07/22 22:40:26] openrec INFO: epoch: [4/60], global_step: 5030, lr: 0.000500, loss: 0.857820, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.42408 s, avg_samples: 256.0, ips: 603.65699 samples/s, eta: 11:43:37 +[2025/07/22 22:40:30] openrec INFO: epoch: [4/60], global_step: 5040, lr: 0.000500, loss: 0.871217, avg_reader_cost: 0.01592 s, avg_batch_cost: 0.42671 s, avg_samples: 256.0, ips: 599.93533 samples/s, eta: 11:43:30 +[2025/07/22 22:40:35] openrec INFO: epoch: [4/60], global_step: 5050, lr: 0.000500, loss: 0.937864, avg_reader_cost: 0.01214 s, avg_batch_cost: 0.44031 s, avg_samples: 256.0, ips: 581.40455 samples/s, eta: 11:43:25 +[2025/07/22 22:40:39] openrec INFO: epoch: [4/60], global_step: 5060, lr: 0.000500, loss: 0.985374, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.43056 s, avg_samples: 256.0, ips: 594.56902 samples/s, eta: 11:43:18 +[2025/07/22 22:40:43] openrec INFO: epoch: [4/60], global_step: 5070, lr: 0.000500, loss: 1.014137, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.43384 s, avg_samples: 256.0, ips: 590.07820 samples/s, eta: 11:43:12 +[2025/07/22 22:40:48] openrec INFO: epoch: [4/60], global_step: 5080, lr: 0.000500, loss: 0.981078, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.43303 s, avg_samples: 256.0, ips: 591.18051 samples/s, eta: 11:43:06 +[2025/07/22 22:40:52] openrec INFO: epoch: [4/60], global_step: 5090, lr: 0.000500, loss: 0.941341, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.44097 s, avg_samples: 256.0, ips: 580.53843 samples/s, eta: 11:43:01 +[2025/07/22 22:40:56] openrec INFO: epoch: [4/60], global_step: 5100, lr: 0.000500, loss: 0.906520, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.43699 s, avg_samples: 256.0, ips: 585.82171 samples/s, eta: 11:42:55 +[2025/07/22 22:41:01] openrec INFO: epoch: [4/60], global_step: 5110, lr: 0.000500, loss: 0.898939, avg_reader_cost: 0.01089 s, avg_batch_cost: 0.42397 s, avg_samples: 256.0, ips: 603.81195 samples/s, eta: 11:42:47 +[2025/07/22 22:41:05] openrec INFO: epoch: [4/60], global_step: 5120, lr: 0.000500, loss: 0.912949, avg_reader_cost: 0.01069 s, avg_batch_cost: 0.42222 s, avg_samples: 256.0, ips: 606.31310 samples/s, eta: 11:42:39 +[2025/07/22 22:41:09] openrec INFO: epoch: [4/60], global_step: 5130, lr: 0.000500, loss: 0.944624, avg_reader_cost: 0.01334 s, avg_batch_cost: 0.42890 s, avg_samples: 256.0, ips: 596.88213 samples/s, eta: 11:42:32 +[2025/07/22 22:41:14] openrec INFO: epoch: [4/60], global_step: 5140, lr: 0.000500, loss: 0.922510, avg_reader_cost: 0.01063 s, avg_batch_cost: 0.43601 s, avg_samples: 256.0, ips: 587.13662 samples/s, eta: 11:42:26 +[2025/07/22 22:41:18] openrec INFO: epoch: [4/60], global_step: 5150, lr: 0.000500, loss: 0.907282, avg_reader_cost: 0.01115 s, avg_batch_cost: 0.42734 s, avg_samples: 256.0, ips: 599.04969 samples/s, eta: 11:42:19 +[2025/07/22 22:41:22] openrec INFO: epoch: [4/60], global_step: 5160, lr: 0.000500, loss: 0.883562, avg_reader_cost: 0.01200 s, avg_batch_cost: 0.43572 s, avg_samples: 256.0, ips: 587.53757 samples/s, eta: 11:42:13 +[2025/07/22 22:41:27] openrec INFO: epoch: [4/60], global_step: 5170, lr: 0.000500, loss: 0.875108, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.43166 s, avg_samples: 256.0, ips: 593.06298 samples/s, eta: 11:42:06 +[2025/07/22 22:41:31] openrec INFO: epoch: [4/60], global_step: 5180, lr: 0.000500, loss: 0.918142, avg_reader_cost: 0.01163 s, avg_batch_cost: 0.42846 s, avg_samples: 256.0, ips: 597.48186 samples/s, eta: 11:41:59 +[2025/07/22 22:41:35] openrec INFO: epoch: [4/60], global_step: 5190, lr: 0.000500, loss: 0.904366, avg_reader_cost: 0.01079 s, avg_batch_cost: 0.42555 s, avg_samples: 256.0, ips: 601.57580 samples/s, eta: 11:41:52 +[2025/07/22 22:41:40] openrec INFO: epoch: [4/60], global_step: 5200, lr: 0.000500, loss: 0.901199, avg_reader_cost: 0.01176 s, avg_batch_cost: 0.44046 s, avg_samples: 256.0, ips: 581.21701 samples/s, eta: 11:41:47 +[2025/07/22 22:41:44] openrec INFO: epoch: [4/60], global_step: 5210, lr: 0.000500, loss: 0.835233, avg_reader_cost: 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epoch: [4/60], global_step: 5260, lr: 0.000500, loss: 0.873085, avg_reader_cost: 0.01092 s, avg_batch_cost: 0.43370 s, avg_samples: 256.0, ips: 590.26868 samples/s, eta: 11:41:07 +[2025/07/22 22:42:10] openrec INFO: epoch: [4/60], global_step: 5270, lr: 0.000500, loss: 0.867419, avg_reader_cost: 0.01076 s, avg_batch_cost: 0.42816 s, avg_samples: 256.0, ips: 597.90256 samples/s, eta: 11:40:59 +[2025/07/22 22:42:14] openrec INFO: epoch: [4/60], global_step: 5280, lr: 0.000500, loss: 0.860698, avg_reader_cost: 0.01084 s, avg_batch_cost: 0.42778 s, avg_samples: 256.0, ips: 598.44508 samples/s, eta: 11:40:52 +[2025/07/22 22:42:19] openrec INFO: epoch: [4/60], global_step: 5290, lr: 0.000500, loss: 0.907025, avg_reader_cost: 0.01881 s, avg_batch_cost: 0.44243 s, avg_samples: 256.0, ips: 578.61681 samples/s, eta: 11:40:48 +[2025/07/22 22:42:23] openrec INFO: epoch: [4/60], global_step: 5300, lr: 0.000500, loss: 0.882756, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.42420 s, avg_samples: 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loss: 0.851316, avg_reader_cost: 0.01197 s, avg_batch_cost: 0.44545 s, avg_samples: 256.0, ips: 574.70058 samples/s, eta: 11:40:12 +[2025/07/22 22:42:49] openrec INFO: epoch: [4/60], global_step: 5360, lr: 0.000500, loss: 0.802040, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.43046 s, avg_samples: 256.0, ips: 594.71879 samples/s, eta: 11:40:06 +[2025/07/22 22:42:53] openrec INFO: epoch: [4/60], global_step: 5370, lr: 0.000500, loss: 0.895801, avg_reader_cost: 0.01159 s, avg_batch_cost: 0.43007 s, avg_samples: 256.0, ips: 595.25587 samples/s, eta: 11:39:59 +[2025/07/22 22:42:58] openrec INFO: epoch: [4/60], global_step: 5380, lr: 0.000500, loss: 0.910796, avg_reader_cost: 0.01232 s, avg_batch_cost: 0.43466 s, avg_samples: 256.0, ips: 588.96279 samples/s, eta: 11:39:53 +[2025/07/22 22:43:02] openrec INFO: epoch: [4/60], global_step: 5390, lr: 0.000500, loss: 0.841855, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.42547 s, avg_samples: 256.0, ips: 601.68698 samples/s, eta: 11:39:46 +[2025/07/22 22:43:06] openrec INFO: epoch: [4/60], global_step: 5400, lr: 0.000500, loss: 0.923876, avg_reader_cost: 0.01082 s, avg_batch_cost: 0.43359 s, avg_samples: 256.0, ips: 590.41529 samples/s, eta: 11:39:40 +[2025/07/22 22:43:11] openrec INFO: epoch: [4/60], global_step: 5410, lr: 0.000500, loss: 0.956879, avg_reader_cost: 0.01447 s, avg_batch_cost: 0.43160 s, avg_samples: 256.0, ips: 593.13764 samples/s, eta: 11:39:34 +[2025/07/22 22:43:15] openrec INFO: epoch: [4/60], global_step: 5420, lr: 0.000500, loss: 0.987603, avg_reader_cost: 0.01100 s, avg_batch_cost: 0.43606 s, avg_samples: 256.0, ips: 587.07553 samples/s, eta: 11:39:28 +[2025/07/22 22:43:19] openrec INFO: epoch: [4/60], global_step: 5430, lr: 0.000500, loss: 1.057088, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.43124 s, avg_samples: 256.0, ips: 593.63490 samples/s, eta: 11:39:22 +[2025/07/22 22:43:24] openrec INFO: epoch: [4/60], global_step: 5440, lr: 0.000500, loss: 0.977060, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.44043 s, avg_samples: 256.0, ips: 581.24646 samples/s, eta: 11:39:17 +[2025/07/22 22:43:28] openrec INFO: epoch: [4/60], global_step: 5450, lr: 0.000500, loss: 0.921346, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.42815 s, avg_samples: 256.0, ips: 597.91791 samples/s, eta: 11:39:10 +[2025/07/22 22:43:32] openrec INFO: epoch: [4/60], global_step: 5460, lr: 0.000500, loss: 0.895759, avg_reader_cost: 0.01113 s, avg_batch_cost: 0.42766 s, avg_samples: 256.0, ips: 598.59998 samples/s, eta: 11:39:03 +[2025/07/22 22:43:37] openrec INFO: epoch: [4/60], global_step: 5470, lr: 0.000500, loss: 0.875958, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.43486 s, avg_samples: 256.0, ips: 588.69748 samples/s, eta: 11:38:57 +[2025/07/22 22:43:41] openrec INFO: epoch: [4/60], global_step: 5480, lr: 0.000500, loss: 0.901021, avg_reader_cost: 0.01108 s, avg_batch_cost: 0.44251 s, avg_samples: 256.0, ips: 578.51328 samples/s, eta: 11:38:53 +[2025/07/22 22:43:45] openrec INFO: epoch: [4/60], global_step: 5490, lr: 0.000500, loss: 0.893033, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.43659 s, avg_samples: 256.0, ips: 586.36764 samples/s, eta: 11:38:47 +[2025/07/22 22:43:50] openrec INFO: epoch: [4/60], global_step: 5500, lr: 0.000500, loss: 0.761891, avg_reader_cost: 0.01556 s, avg_batch_cost: 0.43284 s, avg_samples: 256.0, ips: 591.44134 samples/s, eta: 11:38:41 +[2025/07/22 22:43:53] openrec INFO: cur metric, acc: 0.8398178796360128, norm_edit_dis: 0.9444962074957158, num_samples: 7248, fps: 2821.3155409162146 +[2025/07/22 22:43:54] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 22:43:54] openrec INFO: best metric, acc: 0.8398178796360128, norm_edit_dis: 0.9444962074957158, num_samples: 7248, fps: 2821.3155409162146, best_epoch: 4 +[2025/07/22 22:43:58] openrec INFO: epoch: [4/60], global_step: 5510, lr: 0.000500, loss: 0.807112, avg_reader_cost: 0.40404 s, avg_batch_cost: 0.81282 s, avg_samples: 256.0, ips: 314.95465 samples/s, eta: 11:39:41 +[2025/07/22 22:44:02] openrec INFO: epoch: [4/60], global_step: 5520, lr: 0.000500, loss: 0.927056, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.43387 s, avg_samples: 256.0, ips: 590.04293 samples/s, eta: 11:39:35 +[2025/07/22 22:44:07] openrec INFO: epoch: [4/60], global_step: 5530, lr: 0.000500, loss: 0.880227, avg_reader_cost: 0.01548 s, avg_batch_cost: 0.42455 s, avg_samples: 256.0, ips: 602.99366 samples/s, eta: 11:39:27 +[2025/07/22 22:44:11] openrec INFO: epoch: [4/60], global_step: 5540, lr: 0.000500, loss: 0.850683, avg_reader_cost: 0.01390 s, avg_batch_cost: 0.43362 s, avg_samples: 256.0, ips: 590.38146 samples/s, eta: 11:39:21 +[2025/07/22 22:44:15] openrec INFO: epoch: [4/60], global_step: 5550, lr: 0.000500, loss: 0.850683, avg_reader_cost: 0.01129 s, avg_batch_cost: 0.43804 s, avg_samples: 256.0, ips: 584.42028 samples/s, eta: 11:39:16 +[2025/07/22 22:44:20] openrec INFO: epoch: [4/60], global_step: 5560, lr: 0.000500, loss: 0.788434, avg_reader_cost: 0.01203 s, avg_batch_cost: 0.43080 s, avg_samples: 256.0, ips: 594.24783 samples/s, eta: 11:39:09 +[2025/07/22 22:44:24] openrec INFO: epoch: [4/60], global_step: 5570, lr: 0.000500, loss: 0.818807, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.44279 s, avg_samples: 256.0, ips: 578.15182 samples/s, eta: 11:39:05 +[2025/07/22 22:44:28] openrec INFO: epoch: [4/60], global_step: 5580, lr: 0.000500, loss: 0.830331, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.44408 s, avg_samples: 256.0, ips: 576.47881 samples/s, eta: 11:39:00 +[2025/07/22 22:44:33] openrec INFO: epoch: [4/60], global_step: 5590, lr: 0.000500, loss: 0.849668, avg_reader_cost: 0.01319 s, avg_batch_cost: 0.43148 s, avg_samples: 256.0, ips: 593.30062 samples/s, eta: 11:38:54 +[2025/07/22 22:44:37] openrec INFO: epoch: [4/60], global_step: 5600, lr: 0.000500, loss: 0.918682, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.43320 s, avg_samples: 256.0, ips: 590.95158 samples/s, eta: 11:38:48 +[2025/07/22 22:44:41] openrec INFO: epoch: [4/60], global_step: 5610, lr: 0.000500, loss: 0.912891, avg_reader_cost: 0.01173 s, avg_batch_cost: 0.42345 s, avg_samples: 256.0, ips: 604.56302 samples/s, eta: 11:38:40 +[2025/07/22 22:44:46] openrec INFO: epoch: [4/60], global_step: 5620, lr: 0.000500, loss: 0.816145, avg_reader_cost: 0.01133 s, avg_batch_cost: 0.41549 s, avg_samples: 256.0, ips: 616.14534 samples/s, eta: 11:38:31 +[2025/07/22 22:44:50] openrec INFO: epoch: [4/60], global_step: 5630, lr: 0.000500, loss: 0.745691, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.43222 s, avg_samples: 256.0, ips: 592.29746 samples/s, eta: 11:38:25 +[2025/07/22 22:44:54] openrec INFO: epoch: [4/60], global_step: 5640, lr: 0.000500, loss: 0.797128, avg_reader_cost: 0.01169 s, avg_batch_cost: 0.42660 s, avg_samples: 256.0, ips: 600.09071 samples/s, eta: 11:38:18 +[2025/07/22 22:44:59] openrec INFO: epoch: [4/60], global_step: 5650, lr: 0.000500, loss: 0.755377, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.43224 s, avg_samples: 256.0, ips: 592.25678 samples/s, eta: 11:38:12 +[2025/07/22 22:45:03] openrec INFO: epoch: [4/60], global_step: 5660, lr: 0.000500, loss: 0.757447, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.43050 s, avg_samples: 256.0, ips: 594.65147 samples/s, eta: 11:38:05 +[2025/07/22 22:45:07] openrec INFO: epoch: [4/60], global_step: 5670, lr: 0.000500, loss: 0.857337, avg_reader_cost: 0.01075 s, avg_batch_cost: 0.42480 s, avg_samples: 256.0, ips: 602.63946 samples/s, eta: 11:37:58 +[2025/07/22 22:45:11] openrec INFO: epoch: [4/60], global_step: 5680, lr: 0.000500, loss: 0.852723, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.43339 s, avg_samples: 256.0, ips: 590.69868 samples/s, eta: 11:37:52 +[2025/07/22 22:45:16] openrec INFO: epoch: [4/60], global_step: 5690, lr: 0.000500, loss: 0.818478, avg_reader_cost: 0.01082 s, avg_batch_cost: 0.43101 s, avg_samples: 256.0, ips: 593.95057 samples/s, eta: 11:37:45 +[2025/07/22 22:45:20] openrec INFO: epoch: [4/60], global_step: 5700, lr: 0.000500, loss: 0.789702, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.43078 s, avg_samples: 256.0, ips: 594.27282 samples/s, eta: 11:37:39 +[2025/07/22 22:45:24] openrec INFO: epoch: [4/60], global_step: 5710, lr: 0.000500, loss: 0.811223, avg_reader_cost: 0.01311 s, avg_batch_cost: 0.43510 s, avg_samples: 256.0, ips: 588.36906 samples/s, eta: 11:37:33 +[2025/07/22 22:45:29] openrec INFO: epoch: [4/60], global_step: 5720, lr: 0.000500, loss: 0.801783, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.42773 s, avg_samples: 256.0, ips: 598.51229 samples/s, eta: 11:37:26 +[2025/07/22 22:45:33] openrec INFO: epoch: [4/60], global_step: 5730, lr: 0.000500, loss: 0.766504, avg_reader_cost: 0.01385 s, avg_batch_cost: 0.43644 s, avg_samples: 256.0, ips: 586.56390 samples/s, eta: 11:37:21 +[2025/07/22 22:45:37] openrec INFO: epoch: [4/60], global_step: 5740, lr: 0.000500, loss: 0.763971, avg_reader_cost: 0.01055 s, 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[4/60], global_step: 5790, lr: 0.000500, loss: 0.683835, avg_reader_cost: 0.01581 s, avg_batch_cost: 0.43415 s, avg_samples: 256.0, ips: 589.65150 samples/s, eta: 11:36:46 +[2025/07/22 22:46:04] openrec INFO: epoch: [4/60], global_step: 5800, lr: 0.000500, loss: 0.825107, avg_reader_cost: 0.01253 s, avg_batch_cost: 0.43424 s, avg_samples: 256.0, ips: 589.53359 samples/s, eta: 11:36:40 +[2025/07/22 22:46:08] openrec INFO: epoch: [4/60], global_step: 5810, lr: 0.000500, loss: 0.875894, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.43185 s, avg_samples: 256.0, ips: 592.80500 samples/s, eta: 11:36:34 +[2025/07/22 22:46:12] openrec INFO: epoch: [4/60], global_step: 5820, lr: 0.000500, loss: 0.888798, avg_reader_cost: 0.01069 s, avg_batch_cost: 0.43085 s, avg_samples: 256.0, ips: 594.16973 samples/s, eta: 11:36:28 +[2025/07/22 22:46:17] openrec INFO: epoch: [4/60], global_step: 5830, lr: 0.000500, loss: 0.883256, avg_reader_cost: 0.01084 s, avg_batch_cost: 0.43166 s, avg_samples: 256.0, ips: 593.05475 samples/s, eta: 11:36:22 +[2025/07/22 22:46:21] openrec INFO: epoch: [4/60], global_step: 5840, lr: 0.000500, loss: 0.860442, avg_reader_cost: 0.01108 s, avg_batch_cost: 0.43127 s, avg_samples: 256.0, ips: 593.60081 samples/s, eta: 11:36:15 +[2025/07/22 22:46:25] openrec INFO: epoch: [4/60], global_step: 5850, lr: 0.000500, loss: 0.864338, avg_reader_cost: 0.01089 s, avg_batch_cost: 0.43560 s, avg_samples: 256.0, ips: 587.69077 samples/s, eta: 11:36:10 +[2025/07/22 22:46:30] openrec INFO: epoch: [4/60], global_step: 5860, lr: 0.000500, loss: 0.847588, avg_reader_cost: 0.01111 s, avg_batch_cost: 0.43473 s, avg_samples: 256.0, ips: 588.87706 samples/s, eta: 11:36:04 +[2025/07/22 22:46:34] openrec INFO: epoch: [4/60], global_step: 5870, lr: 0.000500, loss: 0.791615, avg_reader_cost: 0.01279 s, avg_batch_cost: 0.43748 s, avg_samples: 256.0, ips: 585.17369 samples/s, eta: 11:35:59 +[2025/07/22 22:46:38] openrec INFO: epoch: [4/60], global_step: 5880, lr: 0.000500, loss: 0.793907, avg_reader_cost: 0.01072 s, avg_batch_cost: 0.43457 s, avg_samples: 256.0, ips: 589.09213 samples/s, eta: 11:35:53 +[2025/07/22 22:46:43] openrec INFO: epoch: [4/60], global_step: 5890, lr: 0.000500, loss: 0.792561, avg_reader_cost: 0.01286 s, avg_batch_cost: 0.43879 s, avg_samples: 256.0, ips: 583.41741 samples/s, eta: 11:35:48 +[2025/07/22 22:46:47] openrec INFO: epoch: [4/60], global_step: 5900, lr: 0.000500, loss: 0.707099, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.42586 s, avg_samples: 256.0, ips: 601.13074 samples/s, eta: 11:35:41 +[2025/07/22 22:46:51] openrec INFO: epoch: [4/60], global_step: 5910, lr: 0.000500, loss: 0.711407, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.44167 s, avg_samples: 256.0, ips: 579.61450 samples/s, eta: 11:35:37 +[2025/07/22 22:46:56] openrec INFO: epoch: [4/60], global_step: 5920, lr: 0.000500, loss: 0.730755, avg_reader_cost: 0.01150 s, avg_batch_cost: 0.43693 s, avg_samples: 256.0, ips: 585.90722 samples/s, eta: 11:35:31 +[2025/07/22 22:47:00] openrec INFO: epoch: [4/60], global_step: 5930, lr: 0.000500, loss: 0.796685, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.42327 s, avg_samples: 256.0, ips: 604.81403 samples/s, eta: 11:35:24 +[2025/07/22 22:47:04] openrec INFO: epoch: [4/60], global_step: 5940, lr: 0.000500, loss: 0.818407, avg_reader_cost: 0.01096 s, avg_batch_cost: 0.42479 s, avg_samples: 256.0, ips: 602.65393 samples/s, eta: 11:35:17 +[2025/07/22 22:47:09] openrec INFO: epoch: [4/60], global_step: 5950, lr: 0.000500, loss: 0.719433, avg_reader_cost: 0.01335 s, avg_batch_cost: 0.43126 s, avg_samples: 256.0, ips: 593.60662 samples/s, eta: 11:35:10 +[2025/07/22 22:47:13] openrec INFO: epoch: [4/60], global_step: 5960, lr: 0.000500, loss: 0.709998, avg_reader_cost: 0.01096 s, avg_batch_cost: 0.43111 s, avg_samples: 256.0, ips: 593.81675 samples/s, eta: 11:35:04 +[2025/07/22 22:47:17] openrec INFO: epoch: [4/60], global_step: 5970, lr: 0.000500, loss: 0.751169, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.42983 s, avg_samples: 256.0, ips: 595.58489 samples/s, eta: 11:34:58 +[2025/07/22 22:47:22] openrec INFO: epoch: [4/60], global_step: 5980, lr: 0.000500, loss: 0.772625, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.42879 s, avg_samples: 256.0, ips: 597.02231 samples/s, eta: 11:34:51 +[2025/07/22 22:47:26] openrec INFO: epoch: [4/60], global_step: 5990, lr: 0.000500, loss: 0.747655, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.43647 s, avg_samples: 256.0, ips: 586.52129 samples/s, eta: 11:34:46 +[2025/07/22 22:47:30] openrec INFO: epoch: [4/60], global_step: 6000, lr: 0.000500, loss: 0.759693, avg_reader_cost: 0.01248 s, avg_batch_cost: 0.43980 s, avg_samples: 256.0, ips: 582.08822 samples/s, eta: 11:34:41 +[2025/07/22 22:47:34] openrec INFO: cur metric, acc: 0.8569260473828283, norm_edit_dis: 0.9501530825233747, num_samples: 7248, fps: 2820.8600241607865 +[2025/07/22 22:47:34] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 22:47:34] openrec INFO: best metric, acc: 0.8569260473828283, norm_edit_dis: 0.9501530825233747, num_samples: 7248, fps: 2820.8600241607865, best_epoch: 4 +[2025/07/22 22:47:39] openrec INFO: epoch: [4/60], global_step: 6010, lr: 0.000500, loss: 0.743784, avg_reader_cost: 0.40722 s, avg_batch_cost: 0.82689 s, avg_samples: 256.0, ips: 309.59450 samples/s, eta: 11:35:37 +[2025/07/22 22:47:43] openrec INFO: epoch: [4/60], global_step: 6020, lr: 0.000500, loss: 0.750450, avg_reader_cost: 0.01095 s, avg_batch_cost: 0.45268 s, avg_samples: 256.0, ips: 565.51894 samples/s, eta: 11:35:34 +[2025/07/22 22:47:47] openrec INFO: epoch: [4/60], global_step: 6030, lr: 0.000500, loss: 0.827181, avg_reader_cost: 0.01153 s, avg_batch_cost: 0.42272 s, avg_samples: 256.0, ips: 605.59604 samples/s, eta: 11:35:27 +[2025/07/22 22:47:52] openrec INFO: epoch: [4/60], global_step: 6040, lr: 0.000500, loss: 0.726499, avg_reader_cost: 0.01280 s, avg_batch_cost: 0.42595 s, avg_samples: 256.0, ips: 601.00557 samples/s, eta: 11:35:20 +[2025/07/22 22:47:56] openrec INFO: epoch: [4/60], global_step: 6050, lr: 0.000500, loss: 0.758491, avg_reader_cost: 0.01064 s, avg_batch_cost: 0.43464 s, avg_samples: 256.0, ips: 588.99215 samples/s, eta: 11:35:14 +[2025/07/22 22:48:00] openrec INFO: epoch: [4/60], global_step: 6060, lr: 0.000500, loss: 0.834589, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.41842 s, avg_samples: 256.0, ips: 611.82982 samples/s, eta: 11:35:06 +[2025/07/22 22:48:05] openrec INFO: epoch: [4/60], global_step: 6070, lr: 0.000500, loss: 0.974261, avg_reader_cost: 0.01115 s, avg_batch_cost: 0.43925 s, avg_samples: 256.0, ips: 582.81279 samples/s, eta: 11:35:01 +[2025/07/22 22:48:09] openrec INFO: epoch: [4/60], global_step: 6080, lr: 0.000500, loss: 1.065715, avg_reader_cost: 0.01333 s, avg_batch_cost: 0.42764 s, avg_samples: 256.0, ips: 598.63312 samples/s, eta: 11:34:54 +[2025/07/22 22:48:13] openrec INFO: epoch: [4/60], global_step: 6090, lr: 0.000500, loss: 0.929774, avg_reader_cost: 0.01404 s, avg_batch_cost: 0.43007 s, avg_samples: 256.0, ips: 595.25531 samples/s, eta: 11:34:48 +[2025/07/22 22:48:18] openrec INFO: epoch: [4/60], global_step: 6100, lr: 0.000500, loss: 1.030165, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.43935 s, avg_samples: 256.0, ips: 582.67926 samples/s, eta: 11:34:43 +[2025/07/22 22:48:22] openrec INFO: epoch: [4/60], global_step: 6110, lr: 0.000500, loss: 1.016950, avg_reader_cost: 0.01076 s, avg_batch_cost: 0.43342 s, avg_samples: 256.0, ips: 590.65436 samples/s, eta: 11:34:37 +[2025/07/22 22:48:26] openrec INFO: epoch: [4/60], global_step: 6120, lr: 0.000500, loss: 0.869787, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.43843 s, avg_samples: 256.0, ips: 583.89819 samples/s, eta: 11:34:32 +[2025/07/22 22:48:31] openrec INFO: epoch: [4/60], global_step: 6130, lr: 0.000500, loss: 0.805947, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.43272 s, avg_samples: 256.0, ips: 591.61243 samples/s, eta: 11:34:26 +[2025/07/22 22:48:35] openrec INFO: epoch: [4/60], global_step: 6140, lr: 0.000500, loss: 0.761868, avg_reader_cost: 0.01198 s, avg_batch_cost: 0.42604 s, avg_samples: 256.0, ips: 600.87605 samples/s, eta: 11:34:19 +[2025/07/22 22:48:39] openrec INFO: epoch: [4/60], global_step: 6150, lr: 0.000500, loss: 0.770710, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.43457 s, avg_samples: 256.0, ips: 589.08357 samples/s, eta: 11:34:13 +[2025/07/22 22:48:44] openrec INFO: epoch: [4/60], global_step: 6160, lr: 0.000500, loss: 0.825571, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.43139 s, avg_samples: 256.0, ips: 593.43648 samples/s, eta: 11:34:07 +[2025/07/22 22:48:48] openrec INFO: epoch: [4/60], global_step: 6170, lr: 0.000500, loss: 0.816431, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.42839 s, avg_samples: 256.0, ips: 597.58574 samples/s, eta: 11:34:00 +[2025/07/22 22:48:52] openrec INFO: epoch: [4/60], global_step: 6180, lr: 0.000500, loss: 0.745888, avg_reader_cost: 0.01068 s, avg_batch_cost: 0.43488 s, avg_samples: 256.0, ips: 588.67376 samples/s, eta: 11:33:55 +[2025/07/22 22:48:57] openrec INFO: epoch: [4/60], global_step: 6190, lr: 0.000500, loss: 0.755262, avg_reader_cost: 0.01385 s, avg_batch_cost: 0.43414 s, avg_samples: 256.0, ips: 589.67058 samples/s, eta: 11:33:49 +[2025/07/22 22:49:01] openrec INFO: epoch: [4/60], global_step: 6200, lr: 0.000500, loss: 0.760966, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.42856 s, avg_samples: 256.0, ips: 597.34721 samples/s, eta: 11:33:43 +[2025/07/22 22:49:05] openrec INFO: epoch: [4/60], global_step: 6210, lr: 0.000500, loss: 0.801194, avg_reader_cost: 0.01079 s, avg_batch_cost: 0.43335 s, avg_samples: 256.0, ips: 590.73983 samples/s, eta: 11:33:37 +[2025/07/22 22:49:10] openrec INFO: epoch: [4/60], global_step: 6220, lr: 0.000500, loss: 0.808592, avg_reader_cost: 0.01188 s, avg_batch_cost: 0.43678 s, avg_samples: 256.0, ips: 586.10416 samples/s, eta: 11:33:31 +[2025/07/22 22:49:14] openrec INFO: epoch: [4/60], global_step: 6230, lr: 0.000500, loss: 0.770172, avg_reader_cost: 0.01387 s, avg_batch_cost: 0.42329 s, avg_samples: 256.0, ips: 604.78684 samples/s, eta: 11:33:24 +[2025/07/22 22:49:18] openrec INFO: epoch: [4/60], global_step: 6240, lr: 0.000500, loss: 0.753083, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.43972 s, avg_samples: 256.0, ips: 582.18685 samples/s, eta: 11:33:19 +[2025/07/22 22:49:23] openrec INFO: epoch: [4/60], global_step: 6250, lr: 0.000500, loss: 0.745169, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.43137 s, avg_samples: 256.0, ips: 593.45606 samples/s, eta: 11:33:13 +[2025/07/22 22:49:27] openrec INFO: epoch: [4/60], global_step: 6260, lr: 0.000500, loss: 0.735659, avg_reader_cost: 0.01437 s, avg_batch_cost: 0.43591 s, avg_samples: 256.0, ips: 587.27454 samples/s, eta: 11:33:08 +[2025/07/22 22:49:31] openrec INFO: epoch: [4/60], global_step: 6270, lr: 0.000500, loss: 0.731735, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.43144 s, avg_samples: 256.0, ips: 593.36328 samples/s, eta: 11:33:02 +[2025/07/22 22:49:36] openrec INFO: epoch: [4/60], global_step: 6280, lr: 0.000500, loss: 0.741302, avg_reader_cost: 0.01204 s, avg_batch_cost: 0.42675 s, avg_samples: 256.0, ips: 599.88623 samples/s, eta: 11:32:55 +[2025/07/22 22:49:40] openrec INFO: epoch: [4/60], global_step: 6290, lr: 0.000500, loss: 0.718369, avg_reader_cost: 0.01198 s, avg_batch_cost: 0.41714 s, avg_samples: 256.0, ips: 613.70770 samples/s, eta: 11:32:47 +[2025/07/22 22:49:44] openrec INFO: epoch: [4/60], global_step: 6300, lr: 0.000500, loss: 0.716550, avg_reader_cost: 0.01078 s, avg_batch_cost: 0.43384 s, avg_samples: 256.0, ips: 590.08476 samples/s, eta: 11:32:41 +[2025/07/22 22:49:49] openrec INFO: epoch: [4/60], global_step: 6310, lr: 0.000500, loss: 0.765463, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.43567 s, avg_samples: 256.0, ips: 587.60039 samples/s, eta: 11:32:36 +[2025/07/22 22:49:53] openrec INFO: epoch: [4/60], global_step: 6320, lr: 0.000500, loss: 0.744639, avg_reader_cost: 0.01238 s, avg_batch_cost: 0.43352 s, avg_samples: 256.0, ips: 590.51121 samples/s, eta: 11:32:30 +[2025/07/22 22:49:57] openrec INFO: epoch: [4/60], global_step: 6330, lr: 0.000500, loss: 0.683695, avg_reader_cost: 0.01110 s, avg_batch_cost: 0.43788 s, avg_samples: 256.0, ips: 584.64020 samples/s, eta: 11:32:25 +[2025/07/22 22:50:02] openrec INFO: epoch: [4/60], global_step: 6340, lr: 0.000500, loss: 0.661851, avg_reader_cost: 0.01111 s, avg_batch_cost: 0.42857 s, avg_samples: 256.0, ips: 597.33980 samples/s, eta: 11:32:18 +[2025/07/22 22:50:06] openrec INFO: epoch: [4/60], global_step: 6350, lr: 0.000500, loss: 0.717490, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.43048 s, avg_samples: 256.0, ips: 594.68984 samples/s, eta: 11:32:12 +[2025/07/22 22:50:10] openrec INFO: epoch: [4/60], global_step: 6360, lr: 0.000500, loss: 0.755334, avg_reader_cost: 0.01085 s, avg_batch_cost: 0.42794 s, avg_samples: 256.0, ips: 598.22149 samples/s, eta: 11:32:06 +[2025/07/22 22:50:14] openrec INFO: epoch: [4/60], global_step: 6370, lr: 0.000500, loss: 0.757146, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.42135 s, avg_samples: 256.0, ips: 607.57296 samples/s, eta: 11:31:58 +[2025/07/22 22:50:19] openrec INFO: epoch: [4/60], global_step: 6380, lr: 0.000500, loss: 0.719146, avg_reader_cost: 0.01413 s, avg_batch_cost: 0.43687 s, avg_samples: 256.0, ips: 585.98744 samples/s, eta: 11:31:53 +[2025/07/22 22:50:23] openrec INFO: epoch: [4/60], global_step: 6390, lr: 0.000500, loss: 0.650842, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.43344 s, avg_samples: 256.0, ips: 590.62636 samples/s, eta: 11:31:47 +[2025/07/22 22:50:27] openrec INFO: epoch: [4/60], global_step: 6400, lr: 0.000500, loss: 0.643980, avg_reader_cost: 0.01243 s, avg_batch_cost: 0.42779 s, avg_samples: 256.0, ips: 598.42363 samples/s, eta: 11:31:41 +[2025/07/22 22:50:32] openrec INFO: epoch: [4/60], global_step: 6410, lr: 0.000500, loss: 0.669770, avg_reader_cost: 0.01448 s, avg_batch_cost: 0.42714 s, avg_samples: 256.0, ips: 599.33947 samples/s, eta: 11:31:34 +[2025/07/22 22:50:36] openrec INFO: epoch: [4/60], global_step: 6420, lr: 0.000500, loss: 0.798493, avg_reader_cost: 0.01173 s, avg_batch_cost: 0.43157 s, avg_samples: 256.0, ips: 593.18830 samples/s, eta: 11:31:28 +[2025/07/22 22:50:40] openrec INFO: epoch: [4/60], global_step: 6430, lr: 0.000500, loss: 0.818285, avg_reader_cost: 0.01104 s, avg_batch_cost: 0.43963 s, avg_samples: 256.0, ips: 582.30383 samples/s, eta: 11:31:23 +[2025/07/22 22:50:45] openrec INFO: epoch: [4/60], global_step: 6440, lr: 0.000500, loss: 0.751661, avg_reader_cost: 0.01043 s, avg_batch_cost: 0.42817 s, avg_samples: 256.0, ips: 597.89354 samples/s, eta: 11:31:17 +[2025/07/22 22:50:49] openrec INFO: epoch: [4/60], global_step: 6450, lr: 0.000500, loss: 0.758747, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.43534 s, avg_samples: 256.0, ips: 588.05263 samples/s, eta: 11:31:12 +[2025/07/22 22:50:53] openrec INFO: epoch: [4/60], global_step: 6460, lr: 0.000500, loss: 0.758296, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.43131 s, avg_samples: 256.0, ips: 593.54020 samples/s, eta: 11:31:06 +[2025/07/22 22:50:58] openrec INFO: epoch: [4/60], global_step: 6470, lr: 0.000500, loss: 0.738036, avg_reader_cost: 0.01093 s, avg_batch_cost: 0.43315 s, avg_samples: 256.0, ips: 591.02210 samples/s, eta: 11:31:00 +[2025/07/22 22:51:02] openrec INFO: epoch: [4/60], global_step: 6480, lr: 0.000500, loss: 0.752180, avg_reader_cost: 0.01063 s, avg_batch_cost: 0.43225 s, avg_samples: 256.0, ips: 592.24924 samples/s, eta: 11:30:54 +[2025/07/22 22:51:07] openrec INFO: epoch: [4/60], global_step: 6490, lr: 0.000500, loss: 0.722551, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.44202 s, avg_samples: 256.0, ips: 579.16495 samples/s, eta: 11:30:50 +[2025/07/22 22:51:11] openrec INFO: epoch: [4/60], global_step: 6500, lr: 0.000500, loss: 0.715225, avg_reader_cost: 0.01101 s, avg_batch_cost: 0.42997 s, avg_samples: 256.0, ips: 595.39599 samples/s, eta: 11:30:43 +[2025/07/22 22:51:14] openrec INFO: cur metric, acc: 0.8656181003509684, norm_edit_dis: 0.9539335447576903, num_samples: 7248, fps: 2808.9862410998103 +[2025/07/22 22:51:15] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 22:51:15] openrec INFO: best metric, acc: 0.8656181003509684, norm_edit_dis: 0.9539335447576903, num_samples: 7248, fps: 2808.9862410998103, best_epoch: 4 +[2025/07/22 22:51:19] openrec INFO: epoch: [4/60], global_step: 6510, lr: 0.000500, loss: 0.771396, avg_reader_cost: 0.40519 s, avg_batch_cost: 0.82285 s, avg_samples: 256.0, ips: 311.11304 samples/s, eta: 11:31:34 +[2025/07/22 22:51:24] openrec INFO: epoch: [4/60], global_step: 6520, lr: 0.000500, loss: 0.749924, avg_reader_cost: 0.01255 s, avg_batch_cost: 0.43805 s, avg_samples: 256.0, ips: 584.40695 samples/s, eta: 11:31:29 +[2025/07/22 22:51:28] openrec INFO: epoch: [4/60], global_step: 6530, lr: 0.000500, loss: 0.720274, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.43033 s, avg_samples: 256.0, ips: 594.89290 samples/s, eta: 11:31:23 +[2025/07/22 22:51:32] openrec INFO: epoch: [4/60], global_step: 6540, lr: 0.000500, loss: 0.692944, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.42396 s, avg_samples: 256.0, ips: 603.83253 samples/s, eta: 11:31:15 +[2025/07/22 22:51:36] openrec INFO: epoch: [4/60], global_step: 6550, lr: 0.000500, loss: 0.675641, avg_reader_cost: 0.01119 s, avg_batch_cost: 0.43619 s, avg_samples: 256.0, ips: 586.90635 samples/s, eta: 11:31:10 +[2025/07/22 22:51:41] openrec INFO: epoch: [4/60], global_step: 6560, lr: 0.000500, loss: 0.721815, avg_reader_cost: 0.01085 s, avg_batch_cost: 0.43364 s, avg_samples: 256.0, ips: 590.34836 samples/s, eta: 11:31:04 +[2025/07/22 22:51:45] openrec INFO: epoch: [4/60], global_step: 6570, lr: 0.000500, loss: 0.721815, avg_reader_cost: 0.01137 s, avg_batch_cost: 0.43535 s, avg_samples: 256.0, ips: 588.03022 samples/s, eta: 11:30:59 +[2025/07/22 22:51:50] openrec INFO: epoch: [4/60], global_step: 6580, lr: 0.000500, loss: 0.722556, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.43074 s, avg_samples: 256.0, ips: 594.32374 samples/s, eta: 11:30:53 +[2025/07/22 22:51:54] openrec INFO: epoch: [4/60], global_step: 6590, lr: 0.000500, loss: 0.730943, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.43211 s, avg_samples: 256.0, ips: 592.44684 samples/s, eta: 11:30:47 +[2025/07/22 22:51:58] openrec INFO: epoch: [4/60], global_step: 6600, lr: 0.000500, loss: 0.727896, avg_reader_cost: 0.01082 s, avg_batch_cost: 0.43555 s, avg_samples: 256.0, ips: 587.75819 samples/s, eta: 11:30:42 +[2025/07/22 22:52:03] openrec INFO: epoch: [4/60], global_step: 6610, lr: 0.000500, loss: 0.721505, avg_reader_cost: 0.01089 s, avg_batch_cost: 0.43212 s, avg_samples: 256.0, ips: 592.42396 samples/s, eta: 11:30:36 +[2025/07/22 22:52:07] openrec INFO: epoch: [4/60], global_step: 6620, lr: 0.000500, loss: 0.724007, avg_reader_cost: 0.01080 s, avg_batch_cost: 0.42717 s, avg_samples: 256.0, ips: 599.29504 samples/s, eta: 11:30:29 +[2025/07/22 22:52:11] openrec INFO: epoch: [4/60], global_step: 6630, lr: 0.000500, loss: 0.718403, avg_reader_cost: 0.01081 s, avg_batch_cost: 0.43234 s, avg_samples: 256.0, ips: 592.12020 samples/s, eta: 11:30:23 +[2025/07/22 22:52:16] openrec INFO: epoch: [4/60], global_step: 6640, lr: 0.000500, loss: 0.732644, avg_reader_cost: 0.01167 s, avg_batch_cost: 0.44031 s, avg_samples: 256.0, ips: 581.40543 samples/s, eta: 11:30:19 +[2025/07/22 22:52:20] openrec INFO: epoch: [4/60], global_step: 6650, lr: 0.000500, loss: 0.732644, avg_reader_cost: 0.01085 s, avg_batch_cost: 0.42471 s, avg_samples: 256.0, ips: 602.76554 samples/s, eta: 11:30:12 +[2025/07/22 22:52:24] openrec INFO: epoch: [4/60], global_step: 6660, lr: 0.000500, loss: 0.674001, avg_reader_cost: 0.01371 s, avg_batch_cost: 0.43895 s, avg_samples: 256.0, ips: 583.20830 samples/s, eta: 11:30:07 +[2025/07/22 22:52:29] openrec INFO: epoch: [4/60], global_step: 6670, lr: 0.000500, loss: 0.688273, avg_reader_cost: 0.01280 s, avg_batch_cost: 0.44114 s, avg_samples: 256.0, ips: 580.31391 samples/s, eta: 11:30:02 +[2025/07/22 22:52:33] openrec INFO: epoch: [4/60], global_step: 6680, lr: 0.000500, loss: 0.662265, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.42405 s, avg_samples: 256.0, ips: 603.69873 samples/s, eta: 11:29:55 +[2025/07/22 22:52:35] openrec INFO: epoch: [4/60], global_step: 6684, lr: 0.000500, loss: 0.641150, avg_reader_cost: 0.00405 s, avg_batch_cost: 0.17271 s, avg_samples: 102.4, ips: 592.90626 samples/s, eta: 11:29:53 +[2025/07/22 22:52:50] openrec INFO: cur metric, acc: 0.8723785859928552, norm_edit_dis: 0.9548567804133473, num_samples: 7248, fps: 514.6339711811013 +[2025/07/22 22:52:50] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 22:52:50] openrec INFO: best metric, acc: 0.8723785859928552, norm_edit_dis: 0.9548567804133473, num_samples: 7248, fps: 514.6339711811013, best_epoch: 4 +[2025/07/22 22:52:52] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/22 22:52:52] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep5/gpu3_ep5 +[2025/07/22 22:52:52] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep5/gpu0_ep5 +[2025/07/22 22:52:52] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep5/gpu1_ep5 +[2025/07/22 22:52:52] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep5/gpu2_ep5 +[2025/07/22 22:53:02] openrec INFO: 0 +[2025/07/22 22:53:02] openrec INFO: 791651 +[2025/07/22 22:53:02] openrec INFO: 961019 +[2025/07/22 22:53:02] openrec INFO: 667767 +[2025/07/22 22:53:02] openrec INFO: 998977 +[2025/07/22 22:53:06] openrec INFO: epoch: [5/60], global_step: 6690, lr: 0.000500, loss: 0.708881, avg_reader_cost: 2.90662 s, avg_batch_cost: 3.16095 s, avg_samples: 153.6, ips: 48.59306 samples/s, eta: 11:37:00 +[2025/07/22 22:53:11] openrec INFO: epoch: [5/60], global_step: 6700, lr: 0.000500, loss: 0.667352, avg_reader_cost: 0.01344 s, avg_batch_cost: 0.43471 s, avg_samples: 256.0, ips: 588.89437 samples/s, eta: 11:36:54 +[2025/07/22 22:53:15] openrec INFO: epoch: [5/60], global_step: 6710, lr: 0.000500, loss: 0.607788, avg_reader_cost: 0.01365 s, avg_batch_cost: 0.43114 s, avg_samples: 256.0, ips: 593.77485 samples/s, eta: 11:36:47 +[2025/07/22 22:53:19] openrec INFO: epoch: [5/60], global_step: 6720, lr: 0.000500, loss: 0.678562, avg_reader_cost: 0.01309 s, avg_batch_cost: 0.43463 s, avg_samples: 256.0, ips: 589.00294 samples/s, eta: 11:36:41 +[2025/07/22 22:53:24] openrec INFO: epoch: [5/60], global_step: 6730, lr: 0.000500, loss: 0.920125, avg_reader_cost: 0.01622 s, avg_batch_cost: 0.42619 s, avg_samples: 256.0, ips: 600.67275 samples/s, eta: 11:36:34 +[2025/07/22 22:53:28] openrec INFO: epoch: [5/60], global_step: 6740, lr: 0.000500, loss: 1.060380, avg_reader_cost: 0.01249 s, avg_batch_cost: 0.42588 s, avg_samples: 256.0, ips: 601.11317 samples/s, eta: 11:36:27 +[2025/07/22 22:53:32] openrec INFO: epoch: [5/60], global_step: 6750, lr: 0.000500, loss: 0.975478, avg_reader_cost: 0.01605 s, avg_batch_cost: 0.44598 s, avg_samples: 256.0, ips: 574.01840 samples/s, eta: 11:36:22 +[2025/07/22 22:53:37] openrec INFO: epoch: [5/60], global_step: 6760, lr: 0.000500, loss: 0.761472, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.42673 s, avg_samples: 256.0, ips: 599.91663 samples/s, eta: 11:36:15 +[2025/07/22 22:53:41] openrec INFO: epoch: [5/60], global_step: 6770, lr: 0.000500, loss: 0.763160, avg_reader_cost: 0.01092 s, avg_batch_cost: 0.43601 s, avg_samples: 256.0, ips: 587.14015 samples/s, eta: 11:36:09 +[2025/07/22 22:53:45] openrec INFO: epoch: [5/60], global_step: 6780, lr: 0.000500, loss: 0.744806, avg_reader_cost: 0.01261 s, avg_batch_cost: 0.42263 s, avg_samples: 256.0, ips: 605.72419 samples/s, eta: 11:36:01 +[2025/07/22 22:53:50] openrec INFO: epoch: [5/60], global_step: 6790, lr: 0.000500, loss: 0.669312, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.43198 s, avg_samples: 256.0, ips: 592.62456 samples/s, eta: 11:35:55 +[2025/07/22 22:53:54] openrec INFO: epoch: [5/60], global_step: 6800, lr: 0.000500, loss: 0.700530, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.42997 s, avg_samples: 256.0, ips: 595.39698 samples/s, eta: 11:35:48 +[2025/07/22 22:53:58] openrec INFO: epoch: [5/60], global_step: 6810, lr: 0.000500, loss: 0.680099, avg_reader_cost: 0.01519 s, avg_batch_cost: 0.43495 s, avg_samples: 256.0, ips: 588.57296 samples/s, eta: 11:35:42 +[2025/07/22 22:54:03] openrec INFO: epoch: [5/60], global_step: 6820, lr: 0.000500, loss: 0.650372, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.43298 s, avg_samples: 256.0, ips: 591.25128 samples/s, eta: 11:35:36 +[2025/07/22 22:54:07] openrec INFO: epoch: [5/60], global_step: 6830, lr: 0.000500, loss: 0.632589, avg_reader_cost: 0.01330 s, avg_batch_cost: 0.43098 s, avg_samples: 256.0, ips: 593.99414 samples/s, eta: 11:35:29 +[2025/07/22 22:54:11] openrec INFO: epoch: [5/60], global_step: 6840, lr: 0.000500, loss: 0.715032, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.43867 s, avg_samples: 256.0, ips: 583.58737 samples/s, eta: 11:35:23 +[2025/07/22 22:54:16] openrec INFO: epoch: [5/60], global_step: 6850, lr: 0.000500, loss: 0.720859, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.43365 s, avg_samples: 256.0, ips: 590.33836 samples/s, eta: 11:35:17 +[2025/07/22 22:54:20] openrec INFO: epoch: [5/60], global_step: 6860, lr: 0.000500, loss: 0.711170, avg_reader_cost: 0.01107 s, avg_batch_cost: 0.42844 s, avg_samples: 256.0, ips: 597.51993 samples/s, eta: 11:35:10 +[2025/07/22 22:54:24] openrec INFO: epoch: [5/60], global_step: 6870, lr: 0.000500, loss: 0.662290, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.43055 s, avg_samples: 256.0, ips: 594.58634 samples/s, eta: 11:35:04 +[2025/07/22 22:54:29] openrec INFO: epoch: [5/60], global_step: 6880, lr: 0.000500, loss: 0.759825, avg_reader_cost: 0.01105 s, avg_batch_cost: 0.43742 s, avg_samples: 256.0, ips: 585.25158 samples/s, eta: 11:34:58 +[2025/07/22 22:54:33] openrec INFO: epoch: [5/60], global_step: 6890, lr: 0.000500, loss: 0.773352, avg_reader_cost: 0.01336 s, avg_batch_cost: 0.44482 s, avg_samples: 256.0, ips: 575.51894 samples/s, eta: 11:34:53 +[2025/07/22 22:54:37] openrec INFO: epoch: [5/60], global_step: 6900, lr: 0.000500, loss: 0.661356, avg_reader_cost: 0.01085 s, avg_batch_cost: 0.41885 s, avg_samples: 256.0, ips: 611.20360 samples/s, eta: 11:34:45 +[2025/07/22 22:54:42] openrec INFO: epoch: [5/60], global_step: 6910, lr: 0.000500, loss: 0.642515, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.43522 s, avg_samples: 256.0, ips: 588.20191 samples/s, eta: 11:34:39 +[2025/07/22 22:54:46] openrec INFO: epoch: [5/60], global_step: 6920, lr: 0.000500, loss: 0.642515, avg_reader_cost: 0.01153 s, avg_batch_cost: 0.43198 s, avg_samples: 256.0, ips: 592.61690 samples/s, eta: 11:34:33 +[2025/07/22 22:54:50] openrec INFO: epoch: [5/60], global_step: 6930, lr: 0.000500, loss: 0.701485, avg_reader_cost: 0.01050 s, avg_batch_cost: 0.43168 s, avg_samples: 256.0, ips: 593.02701 samples/s, eta: 11:34:26 +[2025/07/22 22:54:55] openrec INFO: epoch: [5/60], global_step: 6940, lr: 0.000500, loss: 0.737816, avg_reader_cost: 0.01308 s, avg_batch_cost: 0.44244 s, avg_samples: 256.0, ips: 578.61201 samples/s, eta: 11:34:22 +[2025/07/22 22:54:59] openrec INFO: epoch: [5/60], global_step: 6950, lr: 0.000499, loss: 0.667175, avg_reader_cost: 0.01116 s, avg_batch_cost: 0.43430 s, avg_samples: 256.0, ips: 589.44887 samples/s, eta: 11:34:15 +[2025/07/22 22:55:03] openrec INFO: epoch: [5/60], global_step: 6960, lr: 0.000499, loss: 0.668952, avg_reader_cost: 0.01062 s, avg_batch_cost: 0.43366 s, avg_samples: 256.0, ips: 590.31937 samples/s, eta: 11:34:09 +[2025/07/22 22:55:08] openrec INFO: epoch: [5/60], global_step: 6970, lr: 0.000499, loss: 0.688146, avg_reader_cost: 0.01119 s, avg_batch_cost: 0.43258 s, avg_samples: 256.0, ips: 591.79310 samples/s, eta: 11:34:03 +[2025/07/22 22:55:12] openrec INFO: epoch: [5/60], global_step: 6980, lr: 0.000499, loss: 0.646814, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.43312 s, avg_samples: 256.0, ips: 591.06059 samples/s, eta: 11:33:57 +[2025/07/22 22:55:16] openrec INFO: epoch: [5/60], global_step: 6990, lr: 0.000499, loss: 0.680574, avg_reader_cost: 0.01135 s, avg_batch_cost: 0.43807 s, avg_samples: 256.0, ips: 584.38478 samples/s, eta: 11:33:51 +[2025/07/22 22:55:21] openrec INFO: epoch: [5/60], global_step: 7000, lr: 0.000499, loss: 0.689984, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.43985 s, avg_samples: 256.0, ips: 582.01748 samples/s, eta: 11:33:46 +[2025/07/22 22:55:24] openrec INFO: cur metric, acc: 0.8738962460349113, norm_edit_dis: 0.9541410777904842, num_samples: 7248, fps: 2814.5458843989118 +[2025/07/22 22:55:25] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 22:55:25] openrec INFO: best metric, acc: 0.8738962460349113, norm_edit_dis: 0.9541410777904842, num_samples: 7248, fps: 2814.5458843989118, best_epoch: 5 +[2025/07/22 22:55:29] openrec INFO: epoch: [5/60], global_step: 7010, lr: 0.000499, loss: 0.658206, avg_reader_cost: 0.40889 s, avg_batch_cost: 0.82751 s, avg_samples: 256.0, ips: 309.36315 samples/s, eta: 11:34:32 +[2025/07/22 22:55:33] openrec INFO: epoch: [5/60], global_step: 7020, lr: 0.000499, loss: 0.661169, avg_reader_cost: 0.01138 s, avg_batch_cost: 0.42659 s, avg_samples: 256.0, ips: 600.11180 samples/s, eta: 11:34:25 +[2025/07/22 22:55:38] openrec INFO: epoch: [5/60], global_step: 7030, lr: 0.000499, loss: 0.656835, avg_reader_cost: 0.01230 s, avg_batch_cost: 0.42803 s, avg_samples: 256.0, ips: 598.08294 samples/s, eta: 11:34:18 +[2025/07/22 22:55:42] openrec INFO: epoch: [5/60], global_step: 7040, lr: 0.000499, loss: 0.708744, avg_reader_cost: 0.01068 s, avg_batch_cost: 0.43459 s, avg_samples: 256.0, ips: 589.05868 samples/s, eta: 11:34:12 +[2025/07/22 22:55:46] openrec INFO: epoch: [5/60], global_step: 7050, lr: 0.000499, loss: 0.717692, avg_reader_cost: 0.01077 s, avg_batch_cost: 0.43151 s, avg_samples: 256.0, ips: 593.27037 samples/s, eta: 11:34:06 +[2025/07/22 22:55:51] openrec INFO: epoch: [5/60], global_step: 7060, lr: 0.000499, loss: 0.717692, avg_reader_cost: 0.01104 s, avg_batch_cost: 0.42010 s, avg_samples: 256.0, ips: 609.37357 samples/s, eta: 11:33:58 +[2025/07/22 22:55:55] openrec INFO: epoch: [5/60], global_step: 7070, lr: 0.000499, loss: 0.715898, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.43417 s, avg_samples: 256.0, ips: 589.63411 samples/s, eta: 11:33:52 +[2025/07/22 22:55:59] openrec INFO: epoch: [5/60], global_step: 7080, lr: 0.000499, loss: 0.649733, avg_reader_cost: 0.01171 s, avg_batch_cost: 0.42230 s, avg_samples: 256.0, ips: 606.19966 samples/s, eta: 11:33:44 +[2025/07/22 22:56:04] openrec INFO: epoch: [5/60], global_step: 7090, lr: 0.000499, loss: 0.673266, avg_reader_cost: 0.01113 s, avg_batch_cost: 0.43870 s, avg_samples: 256.0, ips: 583.54161 samples/s, eta: 11:33:39 +[2025/07/22 22:56:08] openrec INFO: epoch: [5/60], global_step: 7100, lr: 0.000499, loss: 0.694937, avg_reader_cost: 0.01211 s, avg_batch_cost: 0.42322 s, avg_samples: 256.0, ips: 604.88466 samples/s, eta: 11:33:31 +[2025/07/22 22:56:12] openrec INFO: epoch: [5/60], global_step: 7110, lr: 0.000499, loss: 0.694937, avg_reader_cost: 0.01174 s, avg_batch_cost: 0.43371 s, avg_samples: 256.0, ips: 590.25392 samples/s, eta: 11:33:25 +[2025/07/22 22:56:17] openrec INFO: epoch: [5/60], global_step: 7120, lr: 0.000499, loss: 0.665609, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.43458 s, avg_samples: 256.0, ips: 589.07943 samples/s, eta: 11:33:19 +[2025/07/22 22:56:21] openrec INFO: epoch: [5/60], global_step: 7130, lr: 0.000499, loss: 0.610051, avg_reader_cost: 0.01492 s, avg_batch_cost: 0.43857 s, avg_samples: 256.0, ips: 583.71735 samples/s, eta: 11:33:13 +[2025/07/22 22:56:25] openrec INFO: epoch: [5/60], global_step: 7140, lr: 0.000499, loss: 0.597101, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.43939 s, avg_samples: 256.0, ips: 582.62880 samples/s, eta: 11:33:08 +[2025/07/22 22:56:30] openrec INFO: epoch: [5/60], global_step: 7150, lr: 0.000499, loss: 0.609410, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.41947 s, avg_samples: 256.0, ips: 610.30001 samples/s, eta: 11:33:00 +[2025/07/22 22:56:34] openrec INFO: epoch: [5/60], global_step: 7160, lr: 0.000499, loss: 0.633056, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.41913 s, avg_samples: 256.0, ips: 610.78462 samples/s, eta: 11:32:52 +[2025/07/22 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7260, lr: 0.000499, loss: 0.623863, avg_reader_cost: 0.01378 s, avg_batch_cost: 0.44069 s, avg_samples: 256.0, ips: 580.91235 samples/s, eta: 11:31:45 +[2025/07/22 22:57:21] openrec INFO: epoch: [5/60], global_step: 7270, lr: 0.000499, loss: 0.625067, avg_reader_cost: 0.01190 s, avg_batch_cost: 0.43102 s, avg_samples: 256.0, ips: 593.93339 samples/s, eta: 11:31:38 +[2025/07/22 22:57:25] openrec INFO: epoch: [5/60], global_step: 7280, lr: 0.000499, loss: 0.673640, avg_reader_cost: 0.01115 s, avg_batch_cost: 0.43138 s, avg_samples: 256.0, ips: 593.44271 samples/s, eta: 11:31:32 +[2025/07/22 22:57:30] openrec INFO: epoch: [5/60], global_step: 7290, lr: 0.000499, loss: 0.683715, avg_reader_cost: 0.01192 s, avg_batch_cost: 0.42601 s, avg_samples: 256.0, ips: 600.92383 samples/s, eta: 11:31:25 +[2025/07/22 22:57:34] openrec INFO: epoch: [5/60], global_step: 7300, lr: 0.000499, loss: 0.684061, avg_reader_cost: 0.01225 s, avg_batch_cost: 0.42487 s, avg_samples: 256.0, ips: 602.53530 samples/s, eta: 11:31:18 +[2025/07/22 22:57:38] openrec INFO: epoch: [5/60], global_step: 7310, lr: 0.000499, loss: 0.670069, avg_reader_cost: 0.01223 s, avg_batch_cost: 0.43268 s, avg_samples: 256.0, ips: 591.66211 samples/s, eta: 11:31:12 +[2025/07/22 22:57:42] openrec INFO: epoch: [5/60], global_step: 7320, lr: 0.000499, loss: 0.641707, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.41579 s, avg_samples: 256.0, ips: 615.69781 samples/s, eta: 11:31:04 +[2025/07/22 22:57:47] openrec INFO: epoch: [5/60], global_step: 7330, lr: 0.000499, loss: 0.626827, avg_reader_cost: 0.01123 s, avg_batch_cost: 0.42830 s, avg_samples: 256.0, ips: 597.70666 samples/s, eta: 11:30:57 +[2025/07/22 22:57:51] openrec INFO: epoch: [5/60], global_step: 7340, lr: 0.000499, loss: 0.616853, avg_reader_cost: 0.01352 s, avg_batch_cost: 0.43186 s, avg_samples: 256.0, ips: 592.77996 samples/s, eta: 11:30:51 +[2025/07/22 22:57:55] openrec INFO: epoch: [5/60], global_step: 7350, lr: 0.000499, loss: 0.624165, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.43727 s, avg_samples: 256.0, ips: 585.44892 samples/s, eta: 11:30:45 +[2025/07/22 22:58:00] openrec INFO: epoch: [5/60], global_step: 7360, lr: 0.000499, loss: 0.682792, avg_reader_cost: 0.01084 s, avg_batch_cost: 0.42775 s, avg_samples: 256.0, ips: 598.48317 samples/s, eta: 11:30:38 +[2025/07/22 22:58:04] openrec INFO: epoch: [5/60], global_step: 7370, lr: 0.000499, loss: 0.668512, avg_reader_cost: 0.01340 s, avg_batch_cost: 0.43351 s, avg_samples: 256.0, ips: 590.52319 samples/s, eta: 11:30:32 +[2025/07/22 22:58:08] openrec INFO: epoch: [5/60], global_step: 7380, lr: 0.000499, loss: 0.585365, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.42890 s, avg_samples: 256.0, ips: 596.87669 samples/s, eta: 11:30:26 +[2025/07/22 22:58:13] openrec INFO: epoch: [5/60], global_step: 7390, lr: 0.000499, loss: 0.571154, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.42720 s, avg_samples: 256.0, ips: 599.25313 samples/s, eta: 11:30:19 +[2025/07/22 22:58:17] openrec INFO: epoch: [5/60], global_step: 7400, lr: 0.000499, loss: 0.675529, avg_reader_cost: 0.01085 s, avg_batch_cost: 0.44161 s, avg_samples: 256.0, ips: 579.70305 samples/s, eta: 11:30:14 +[2025/07/22 22:58:21] openrec INFO: epoch: [5/60], global_step: 7410, lr: 0.000499, loss: 0.687036, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.42956 s, avg_samples: 256.0, ips: 595.96101 samples/s, eta: 11:30:07 +[2025/07/22 22:58:26] openrec INFO: epoch: [5/60], global_step: 7420, lr: 0.000499, loss: 0.596250, avg_reader_cost: 0.01131 s, avg_batch_cost: 0.42449 s, avg_samples: 256.0, ips: 603.07633 samples/s, eta: 11:30:00 +[2025/07/22 22:58:30] openrec INFO: epoch: [5/60], global_step: 7430, lr: 0.000499, loss: 0.588254, avg_reader_cost: 0.01085 s, avg_batch_cost: 0.43546 s, avg_samples: 256.0, ips: 587.87810 samples/s, eta: 11:29:55 +[2025/07/22 22:58:34] openrec INFO: epoch: [5/60], global_step: 7440, lr: 0.000499, loss: 0.627819, avg_reader_cost: 0.01134 s, avg_batch_cost: 0.43392 s, avg_samples: 256.0, ips: 589.97235 samples/s, eta: 11:29:49 +[2025/07/22 22:58:39] openrec INFO: epoch: [5/60], global_step: 7450, lr: 0.000499, loss: 0.646719, avg_reader_cost: 0.01110 s, avg_batch_cost: 0.42940 s, avg_samples: 256.0, ips: 596.18497 samples/s, eta: 11:29:42 +[2025/07/22 22:58:43] openrec INFO: epoch: [5/60], global_step: 7460, lr: 0.000499, loss: 0.657889, avg_reader_cost: 0.01120 s, avg_batch_cost: 0.43307 s, avg_samples: 256.0, ips: 591.12544 samples/s, eta: 11:29:36 +[2025/07/22 22:58:47] openrec INFO: epoch: [5/60], global_step: 7470, lr: 0.000499, loss: 0.643319, avg_reader_cost: 0.01356 s, avg_batch_cost: 0.43417 s, avg_samples: 256.0, ips: 589.62744 samples/s, eta: 11:29:30 +[2025/07/22 22:58:52] openrec INFO: epoch: [5/60], global_step: 7480, lr: 0.000499, loss: 0.575351, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.42671 s, avg_samples: 256.0, ips: 599.93440 samples/s, eta: 11:29:24 +[2025/07/22 22:58:56] openrec INFO: epoch: [5/60], global_step: 7490, lr: 0.000499, loss: 0.599832, avg_reader_cost: 0.01169 s, avg_batch_cost: 0.42996 s, avg_samples: 256.0, ips: 595.40814 samples/s, eta: 11:29:17 +[2025/07/22 22:59:00] openrec INFO: epoch: [5/60], global_step: 7500, lr: 0.000499, loss: 0.659936, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.42843 s, avg_samples: 256.0, ips: 597.53084 samples/s, eta: 11:29:11 +[2025/07/22 22:59:04] openrec INFO: cur metric, acc: 0.8843818972345725, norm_edit_dis: 0.959073114424512, num_samples: 7248, fps: 2809.621244065199 +[2025/07/22 22:59:04] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 22:59:04] openrec INFO: best metric, acc: 0.8843818972345725, norm_edit_dis: 0.959073114424512, num_samples: 7248, fps: 2809.621244065199, best_epoch: 5 +[2025/07/22 22:59:09] openrec INFO: epoch: [5/60], global_step: 7510, lr: 0.000499, loss: 0.673948, avg_reader_cost: 0.42624 s, avg_batch_cost: 0.84104 s, avg_samples: 256.0, ips: 304.38439 samples/s, eta: 11:29:55 +[2025/07/22 22:59:13] openrec INFO: epoch: [5/60], global_step: 7520, lr: 0.000499, loss: 0.688995, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.43129 s, avg_samples: 256.0, ips: 593.56432 samples/s, eta: 11:29:49 +[2025/07/22 22:59:17] openrec INFO: epoch: [5/60], global_step: 7530, lr: 0.000499, loss: 0.701176, avg_reader_cost: 0.01174 s, avg_batch_cost: 0.42805 s, avg_samples: 256.0, ips: 598.05612 samples/s, eta: 11:29:42 +[2025/07/22 22:59:22] openrec INFO: epoch: [5/60], global_step: 7540, lr: 0.000499, loss: 0.712359, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.43190 s, avg_samples: 256.0, ips: 592.73343 samples/s, eta: 11:29:36 +[2025/07/22 22:59:26] openrec INFO: epoch: [5/60], global_step: 7550, lr: 0.000499, loss: 0.684357, avg_reader_cost: 0.01126 s, avg_batch_cost: 0.43670 s, avg_samples: 256.0, ips: 586.21708 samples/s, eta: 11:29:30 +[2025/07/22 22:59:30] openrec INFO: epoch: [5/60], global_step: 7560, lr: 0.000499, loss: 0.628723, avg_reader_cost: 0.01367 s, avg_batch_cost: 0.42652 s, avg_samples: 256.0, ips: 600.20137 samples/s, eta: 11:29:23 +[2025/07/22 22:59:35] openrec INFO: epoch: [5/60], global_step: 7570, lr: 0.000499, loss: 0.664467, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.42235 s, avg_samples: 256.0, ips: 606.13235 samples/s, eta: 11:29:16 +[2025/07/22 22:59:39] openrec INFO: epoch: [5/60], global_step: 7580, lr: 0.000499, loss: 0.607820, avg_reader_cost: 0.01206 s, avg_batch_cost: 0.43264 s, avg_samples: 256.0, ips: 591.71714 samples/s, eta: 11:29:10 +[2025/07/22 22:59:43] openrec INFO: epoch: [5/60], global_step: 7590, lr: 0.000499, loss: 0.561288, avg_reader_cost: 0.01289 s, avg_batch_cost: 0.43693 s, avg_samples: 256.0, ips: 585.91291 samples/s, eta: 11:29:04 +[2025/07/22 22:59:48] openrec INFO: epoch: [5/60], global_step: 7600, lr: 0.000499, loss: 0.675387, avg_reader_cost: 0.01138 s, avg_batch_cost: 0.43927 s, avg_samples: 256.0, ips: 582.78382 samples/s, eta: 11:28:59 +[2025/07/22 22:59:52] openrec INFO: epoch: [5/60], global_step: 7610, lr: 0.000499, loss: 0.658391, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.43115 s, avg_samples: 256.0, ips: 593.75922 samples/s, eta: 11:28:53 +[2025/07/22 22:59:56] openrec INFO: epoch: [5/60], global_step: 7620, lr: 0.000499, loss: 0.588555, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.42261 s, avg_samples: 256.0, ips: 605.75539 samples/s, eta: 11:28:46 +[2025/07/22 23:00:01] openrec INFO: epoch: [5/60], global_step: 7630, lr: 0.000499, loss: 0.597497, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.43055 s, avg_samples: 256.0, ips: 594.59240 samples/s, eta: 11:28:39 +[2025/07/22 23:00:05] openrec INFO: epoch: [5/60], global_step: 7640, lr: 0.000499, loss: 0.586115, avg_reader_cost: 0.01201 s, avg_batch_cost: 0.43660 s, avg_samples: 256.0, ips: 586.35461 samples/s, eta: 11:28:34 +[2025/07/22 23:00:09] openrec INFO: epoch: [5/60], global_step: 7650, lr: 0.000499, loss: 0.618066, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.43519 s, avg_samples: 256.0, ips: 588.25337 samples/s, eta: 11:28:28 +[2025/07/22 23:00:14] openrec INFO: epoch: [5/60], global_step: 7660, lr: 0.000499, loss: 0.619968, avg_reader_cost: 0.01210 s, avg_batch_cost: 0.42829 s, avg_samples: 256.0, ips: 597.72932 samples/s, eta: 11:28:21 +[2025/07/22 23:00:18] openrec INFO: epoch: [5/60], global_step: 7670, lr: 0.000499, loss: 0.642679, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.43420 s, avg_samples: 256.0, ips: 589.59601 samples/s, eta: 11:28:16 +[2025/07/22 23:00:22] openrec INFO: epoch: [5/60], global_step: 7680, lr: 0.000499, loss: 0.624008, avg_reader_cost: 0.01358 s, avg_batch_cost: 0.43490 s, avg_samples: 256.0, ips: 588.63623 samples/s, eta: 11:28:10 +[2025/07/22 23:00:27] openrec INFO: epoch: [5/60], global_step: 7690, lr: 0.000499, loss: 0.608411, avg_reader_cost: 0.01356 s, avg_batch_cost: 0.43249 s, avg_samples: 256.0, ips: 591.92363 samples/s, eta: 11:28:04 +[2025/07/22 23:00:31] openrec INFO: epoch: [5/60], global_step: 7700, lr: 0.000499, loss: 0.609019, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.42988 s, avg_samples: 256.0, ips: 595.51985 samples/s, eta: 11:27:57 +[2025/07/22 23:00:35] openrec INFO: epoch: [5/60], global_step: 7710, lr: 0.000499, loss: 0.627472, avg_reader_cost: 0.01061 s, avg_batch_cost: 0.43640 s, avg_samples: 256.0, ips: 586.62130 samples/s, eta: 11:27:52 +[2025/07/22 23:00:40] openrec INFO: epoch: [5/60], global_step: 7720, lr: 0.000499, loss: 0.639867, avg_reader_cost: 0.01126 s, avg_batch_cost: 0.43361 s, avg_samples: 256.0, ips: 590.39055 samples/s, eta: 11:27:46 +[2025/07/22 23:00:44] openrec INFO: epoch: [5/60], global_step: 7730, lr: 0.000499, loss: 0.633454, avg_reader_cost: 0.01386 s, avg_batch_cost: 0.44082 s, avg_samples: 256.0, ips: 580.74246 samples/s, eta: 11:27:41 +[2025/07/22 23:00:48] openrec INFO: epoch: [5/60], global_step: 7740, lr: 0.000499, loss: 0.628115, avg_reader_cost: 0.01130 s, avg_batch_cost: 0.43021 s, avg_samples: 256.0, ips: 595.05540 samples/s, eta: 11:27:35 +[2025/07/22 23:00:53] openrec INFO: epoch: [5/60], global_step: 7750, lr: 0.000499, loss: 0.642454, avg_reader_cost: 0.01396 s, avg_batch_cost: 0.43469 s, avg_samples: 256.0, ips: 588.93210 samples/s, eta: 11:27:29 +[2025/07/22 23:00:57] openrec INFO: epoch: [5/60], global_step: 7760, lr: 0.000499, loss: 0.644299, avg_reader_cost: 0.01553 s, avg_batch_cost: 0.43782 s, avg_samples: 256.0, ips: 584.71963 samples/s, eta: 11:27:23 +[2025/07/22 23:01:01] openrec INFO: epoch: [5/60], global_step: 7770, lr: 0.000499, loss: 0.624143, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.42399 s, avg_samples: 256.0, ips: 603.79161 samples/s, eta: 11:27:16 +[2025/07/22 23:01:06] openrec INFO: epoch: [5/60], global_step: 7780, lr: 0.000499, loss: 0.666541, avg_reader_cost: 0.01420 s, avg_batch_cost: 0.43754 s, avg_samples: 256.0, ips: 585.08891 samples/s, eta: 11:27:11 +[2025/07/22 23:01:10] openrec INFO: epoch: [5/60], global_step: 7790, lr: 0.000499, loss: 0.635777, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.43986 s, avg_samples: 256.0, ips: 582.00051 samples/s, eta: 11:27:06 +[2025/07/22 23:01:15] openrec INFO: epoch: [5/60], global_step: 7800, lr: 0.000499, loss: 0.621909, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.43707 s, avg_samples: 256.0, ips: 585.71430 samples/s, eta: 11:27:00 +[2025/07/22 23:01:19] openrec INFO: epoch: [5/60], global_step: 7810, lr: 0.000499, loss: 0.621849, avg_reader_cost: 0.01074 s, avg_batch_cost: 0.43283 s, avg_samples: 256.0, ips: 591.46200 samples/s, eta: 11:26:54 +[2025/07/22 23:01:23] openrec INFO: epoch: [5/60], global_step: 7820, lr: 0.000499, loss: 0.615036, avg_reader_cost: 0.01135 s, avg_batch_cost: 0.42473 s, avg_samples: 256.0, ips: 602.73827 samples/s, eta: 11:26:47 +[2025/07/22 23:01:28] openrec INFO: epoch: [5/60], global_step: 7830, lr: 0.000499, loss: 0.640285, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.43126 s, avg_samples: 256.0, ips: 593.61380 samples/s, eta: 11:26:41 +[2025/07/22 23:01:32] openrec INFO: epoch: [5/60], global_step: 7840, lr: 0.000499, loss: 0.686540, avg_reader_cost: 0.01112 s, avg_batch_cost: 0.44169 s, avg_samples: 256.0, ips: 579.59260 samples/s, eta: 11:26:36 +[2025/07/22 23:01:36] openrec INFO: epoch: [5/60], global_step: 7850, lr: 0.000499, loss: 0.590429, avg_reader_cost: 0.01091 s, avg_batch_cost: 0.43052 s, avg_samples: 256.0, ips: 594.62944 samples/s, eta: 11:26:30 +[2025/07/22 23:01:41] openrec INFO: epoch: [5/60], global_step: 7860, lr: 0.000499, loss: 0.570233, avg_reader_cost: 0.01095 s, avg_batch_cost: 0.42836 s, avg_samples: 256.0, ips: 597.62985 samples/s, eta: 11:26:24 +[2025/07/22 23:01:45] openrec INFO: epoch: [5/60], global_step: 7870, lr: 0.000499, loss: 0.600026, avg_reader_cost: 0.01277 s, avg_batch_cost: 0.43549 s, avg_samples: 256.0, ips: 587.83915 samples/s, eta: 11:26:18 +[2025/07/22 23:01:49] openrec INFO: epoch: [5/60], global_step: 7880, lr: 0.000499, loss: 0.606821, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.42915 s, avg_samples: 256.0, ips: 596.53102 samples/s, eta: 11:26:12 +[2025/07/22 23:01:54] openrec INFO: epoch: [5/60], global_step: 7890, lr: 0.000499, loss: 0.623504, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.43455 s, avg_samples: 256.0, ips: 589.12161 samples/s, eta: 11:26:06 +[2025/07/22 23:01:58] openrec INFO: epoch: [5/60], global_step: 7900, lr: 0.000499, loss: 0.649181, avg_reader_cost: 0.01089 s, avg_batch_cost: 0.44234 s, avg_samples: 256.0, ips: 578.73860 samples/s, eta: 11:26:01 +[2025/07/22 23:02:02] openrec INFO: epoch: [5/60], global_step: 7910, lr: 0.000499, loss: 0.644019, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.43034 s, avg_samples: 256.0, ips: 594.87454 samples/s, eta: 11:25:55 +[2025/07/22 23:02:07] openrec INFO: epoch: [5/60], global_step: 7920, lr: 0.000499, loss: 0.622715, avg_reader_cost: 0.01575 s, avg_batch_cost: 0.43255 s, avg_samples: 256.0, ips: 591.83394 samples/s, eta: 11:25:49 +[2025/07/22 23:02:11] openrec INFO: epoch: [5/60], global_step: 7930, lr: 0.000499, loss: 0.605831, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.43889 s, avg_samples: 256.0, ips: 583.28934 samples/s, eta: 11:25:44 +[2025/07/22 23:02:15] openrec INFO: epoch: [5/60], global_step: 7940, lr: 0.000499, loss: 0.619954, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.41913 s, avg_samples: 256.0, ips: 610.78878 samples/s, eta: 11:25:36 +[2025/07/22 23:02:20] openrec INFO: epoch: [5/60], global_step: 7950, lr: 0.000499, loss: 0.635153, avg_reader_cost: 0.01217 s, avg_batch_cost: 0.43326 s, avg_samples: 256.0, ips: 590.86316 samples/s, eta: 11:25:30 +[2025/07/22 23:02:24] openrec INFO: epoch: [5/60], global_step: 7960, lr: 0.000499, loss: 0.635874, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.43780 s, avg_samples: 256.0, ips: 584.74071 samples/s, eta: 11:25:25 +[2025/07/22 23:02:28] openrec INFO: epoch: [5/60], global_step: 7970, lr: 0.000499, loss: 0.609825, avg_reader_cost: 0.01378 s, avg_batch_cost: 0.42992 s, avg_samples: 256.0, ips: 595.45806 samples/s, eta: 11:25:19 +[2025/07/22 23:02:33] openrec INFO: epoch: [5/60], global_step: 7980, lr: 0.000499, loss: 0.585586, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.42945 s, avg_samples: 256.0, ips: 596.10887 samples/s, eta: 11:25:13 +[2025/07/22 23:02:37] openrec INFO: epoch: [5/60], global_step: 7990, lr: 0.000499, loss: 0.578858, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.43354 s, avg_samples: 256.0, ips: 590.48637 samples/s, eta: 11:25:07 +[2025/07/22 23:02:41] openrec INFO: epoch: [5/60], global_step: 8000, lr: 0.000499, loss: 0.568983, avg_reader_cost: 0.01107 s, avg_batch_cost: 0.42335 s, avg_samples: 256.0, ips: 604.69389 samples/s, eta: 11:25:00 +[2025/07/22 23:02:45] openrec INFO: cur metric, acc: 0.8886589391712764, norm_edit_dis: 0.9601655041293823, num_samples: 7248, fps: 2806.463864706212 +[2025/07/22 23:02:45] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 23:02:45] openrec INFO: best metric, acc: 0.8886589391712764, norm_edit_dis: 0.9601655041293823, num_samples: 7248, fps: 2806.463864706212, best_epoch: 5 +[2025/07/22 23:02:50] openrec INFO: epoch: [5/60], global_step: 8010, lr: 0.000499, loss: 0.565520, avg_reader_cost: 0.42568 s, avg_batch_cost: 0.83467 s, avg_samples: 256.0, ips: 306.70778 samples/s, eta: 11:25:40 +[2025/07/22 23:02:54] openrec INFO: epoch: [5/60], global_step: 8020, lr: 0.000499, loss: 0.563777, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.42753 s, avg_samples: 256.0, ips: 598.79219 samples/s, eta: 11:25:34 +[2025/07/22 23:02:58] openrec INFO: epoch: [5/60], global_step: 8030, lr: 0.000499, loss: 0.581386, avg_reader_cost: 0.01323 s, avg_batch_cost: 0.42509 s, avg_samples: 256.0, ips: 602.21845 samples/s, eta: 11:25:27 +[2025/07/22 23:03:02] openrec INFO: epoch: [5/60], global_step: 8040, lr: 0.000499, loss: 0.612380, avg_reader_cost: 0.01369 s, avg_batch_cost: 0.43096 s, avg_samples: 256.0, ips: 594.01974 samples/s, eta: 11:25:21 +[2025/07/22 23:03:07] openrec INFO: epoch: [5/60], global_step: 8050, lr: 0.000499, loss: 0.630614, avg_reader_cost: 0.00920 s, avg_batch_cost: 0.42835 s, avg_samples: 256.0, ips: 597.64704 samples/s, eta: 11:25:14 +[2025/07/22 23:03:11] openrec INFO: epoch: [5/60], global_step: 8060, lr: 0.000499, loss: 0.686503, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.42334 s, avg_samples: 256.0, ips: 604.71630 samples/s, eta: 11:25:07 +[2025/07/22 23:03:15] openrec INFO: epoch: [5/60], global_step: 8070, lr: 0.000499, loss: 0.640348, avg_reader_cost: 0.01088 s, avg_batch_cost: 0.42635 s, avg_samples: 256.0, ips: 600.45196 samples/s, eta: 11:25:01 +[2025/07/22 23:03:20] openrec INFO: epoch: [5/60], global_step: 8080, lr: 0.000499, loss: 0.575678, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.42237 s, avg_samples: 256.0, ips: 606.10590 samples/s, eta: 11:24:54 +[2025/07/22 23:03:24] openrec INFO: epoch: [5/60], global_step: 8090, lr: 0.000499, loss: 0.576620, avg_reader_cost: 0.01402 s, avg_batch_cost: 0.43354 s, avg_samples: 256.0, ips: 590.48237 samples/s, eta: 11:24:48 +[2025/07/22 23:03:28] openrec INFO: epoch: [5/60], global_step: 8100, lr: 0.000499, loss: 0.647244, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.42818 s, avg_samples: 256.0, ips: 597.88502 samples/s, eta: 11:24:41 +[2025/07/22 23:03:33] openrec INFO: epoch: [5/60], global_step: 8110, lr: 0.000499, loss: 0.676938, avg_reader_cost: 0.01482 s, avg_batch_cost: 0.44092 s, avg_samples: 256.0, ips: 580.60366 samples/s, eta: 11:24:36 +[2025/07/22 23:03:37] openrec INFO: epoch: [5/60], global_step: 8120, lr: 0.000499, loss: 0.646131, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.43926 s, avg_samples: 256.0, ips: 582.80280 samples/s, eta: 11:24:31 +[2025/07/22 23:03:41] openrec INFO: epoch: [5/60], global_step: 8130, lr: 0.000499, loss: 0.624869, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.43343 s, avg_samples: 256.0, ips: 590.63500 samples/s, eta: 11:24:25 +[2025/07/22 23:03:46] openrec INFO: epoch: [5/60], global_step: 8140, lr: 0.000499, loss: 0.597518, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.43154 s, avg_samples: 256.0, ips: 593.22635 samples/s, eta: 11:24:19 +[2025/07/22 23:03:50] openrec INFO: epoch: [5/60], global_step: 8150, lr: 0.000499, loss: 0.604072, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.43142 s, avg_samples: 256.0, ips: 593.39174 samples/s, eta: 11:24:13 +[2025/07/22 23:03:54] openrec INFO: epoch: [5/60], global_step: 8160, lr: 0.000499, loss: 0.638576, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.43491 s, avg_samples: 256.0, ips: 588.62216 samples/s, eta: 11:24:08 +[2025/07/22 23:03:59] openrec INFO: epoch: [5/60], global_step: 8170, lr: 0.000499, loss: 0.624854, avg_reader_cost: 0.01188 s, avg_batch_cost: 0.42677 s, avg_samples: 256.0, ips: 599.86036 samples/s, eta: 11:24:01 +[2025/07/22 23:04:03] openrec INFO: epoch: [5/60], global_step: 8180, lr: 0.000499, loss: 0.546696, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.43020 s, avg_samples: 256.0, ips: 595.07799 samples/s, eta: 11:23:55 +[2025/07/22 23:04:07] openrec INFO: epoch: [5/60], global_step: 8190, lr: 0.000499, loss: 0.603214, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.43740 s, avg_samples: 256.0, ips: 585.28071 samples/s, eta: 11:23:50 +[2025/07/22 23:04:12] openrec INFO: epoch: [5/60], global_step: 8200, lr: 0.000499, loss: 0.619177, avg_reader_cost: 0.01091 s, avg_batch_cost: 0.43095 s, avg_samples: 256.0, ips: 594.03154 samples/s, eta: 11:23:44 +[2025/07/22 23:04:16] openrec INFO: epoch: [5/60], global_step: 8210, lr: 0.000499, loss: 0.546230, avg_reader_cost: 0.01410 s, avg_batch_cost: 0.43678 s, avg_samples: 256.0, ips: 586.11299 samples/s, eta: 11:23:38 +[2025/07/22 23:04:20] openrec INFO: epoch: [5/60], global_step: 8220, lr: 0.000499, loss: 0.582862, avg_reader_cost: 0.01329 s, avg_batch_cost: 0.43602 s, avg_samples: 256.0, ips: 587.13020 samples/s, eta: 11:23:33 +[2025/07/22 23:04:25] openrec INFO: epoch: [5/60], global_step: 8230, lr: 0.000499, loss: 0.562283, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.43067 s, avg_samples: 256.0, ips: 594.42758 samples/s, eta: 11:23:26 +[2025/07/22 23:04:29] openrec INFO: epoch: [5/60], global_step: 8240, lr: 0.000499, loss: 0.534920, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.43300 s, avg_samples: 256.0, ips: 591.21976 samples/s, eta: 11:23:21 +[2025/07/22 23:04:33] openrec INFO: epoch: [5/60], global_step: 8250, lr: 0.000499, loss: 0.607126, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.43784 s, avg_samples: 256.0, ips: 584.68400 samples/s, eta: 11:23:15 +[2025/07/22 23:04:38] openrec INFO: epoch: [5/60], global_step: 8260, lr: 0.000499, loss: 0.623221, avg_reader_cost: 0.01514 s, avg_batch_cost: 0.44095 s, avg_samples: 256.0, ips: 580.56728 samples/s, eta: 11:23:10 +[2025/07/22 23:04:42] openrec INFO: epoch: [5/60], global_step: 8270, lr: 0.000499, loss: 0.601919, avg_reader_cost: 0.01246 s, avg_batch_cost: 0.42806 s, avg_samples: 256.0, ips: 598.05312 samples/s, eta: 11:23:04 +[2025/07/22 23:04:47] openrec INFO: epoch: [5/60], global_step: 8280, lr: 0.000499, loss: 0.601919, avg_reader_cost: 0.01062 s, avg_batch_cost: 0.43453 s, avg_samples: 256.0, ips: 589.14003 samples/s, eta: 11:22:58 +[2025/07/22 23:04:51] openrec INFO: epoch: [5/60], global_step: 8290, lr: 0.000499, loss: 0.607204, avg_reader_cost: 0.01106 s, avg_batch_cost: 0.43600 s, avg_samples: 256.0, ips: 587.14997 samples/s, eta: 11:22:53 +[2025/07/22 23:04:55] openrec INFO: epoch: [5/60], global_step: 8300, lr: 0.000499, loss: 0.604462, avg_reader_cost: 0.01061 s, avg_batch_cost: 0.43215 s, avg_samples: 256.0, ips: 592.39052 samples/s, eta: 11:22:47 +[2025/07/22 23:05:00] openrec INFO: epoch: [5/60], global_step: 8310, lr: 0.000499, loss: 0.561838, avg_reader_cost: 0.01063 s, avg_batch_cost: 0.42848 s, avg_samples: 256.0, ips: 597.46511 samples/s, eta: 11:22:41 +[2025/07/22 23:05:04] openrec INFO: epoch: [5/60], global_step: 8320, lr: 0.000499, loss: 0.582404, avg_reader_cost: 0.01099 s, avg_batch_cost: 0.43624 s, avg_samples: 256.0, ips: 586.83389 samples/s, eta: 11:22:35 +[2025/07/22 23:05:08] openrec INFO: epoch: [5/60], global_step: 8330, lr: 0.000499, loss: 0.624449, avg_reader_cost: 0.01078 s, avg_batch_cost: 0.42937 s, avg_samples: 256.0, ips: 596.21844 samples/s, eta: 11:22:29 +[2025/07/22 23:05:12] openrec INFO: epoch: [5/60], global_step: 8340, lr: 0.000499, loss: 0.594109, avg_reader_cost: 0.01127 s, avg_batch_cost: 0.42630 s, avg_samples: 256.0, ips: 600.52037 samples/s, eta: 11:22:23 +[2025/07/22 23:05:17] openrec INFO: epoch: [5/60], global_step: 8350, lr: 0.000498, loss: 0.593978, avg_reader_cost: 0.01405 s, avg_batch_cost: 0.44395 s, avg_samples: 256.0, ips: 576.63933 samples/s, eta: 11:22:18 +[2025/07/22 23:05:19] openrec INFO: epoch: [5/60], global_step: 8356, lr: 0.000498, loss: 0.597077, avg_reader_cost: 0.00655 s, avg_batch_cost: 0.25751 s, avg_samples: 153.6, ips: 596.48176 samples/s, eta: 11:22:14 +[2025/07/22 23:05:35] openrec INFO: cur metric, acc: 0.8861754954660934, norm_edit_dis: 0.9600202299102505, num_samples: 7248, fps: 526.5690363297688 +[2025/07/22 23:05:35] openrec INFO: best metric, acc: 0.8886589391712764, norm_edit_dis: 0.9601655041293823, num_samples: 7248, fps: 2806.463864706212, best_epoch: 5 +[2025/07/22 23:05:36] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/22 23:05:36] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep6/gpu2_ep6 +[2025/07/22 23:05:36] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep6/gpu3_ep6 +[2025/07/22 23:05:36] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep6/gpu0_ep6 +[2025/07/22 23:05:36] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep6/gpu1_ep6 +[2025/07/22 23:05:46] openrec INFO: 0 +[2025/07/22 23:05:46] openrec INFO: 791864 +[2025/07/22 23:05:46] openrec INFO: 962087 +[2025/07/22 23:05:46] openrec INFO: 667749 +[2025/07/22 23:05:46] openrec INFO: 997183 +[2025/07/22 23:05:50] openrec INFO: epoch: [6/60], global_step: 8360, lr: 0.000498, loss: 0.606143, avg_reader_cost: 2.87791 s, avg_batch_cost: 3.01605 s, avg_samples: 102.4, ips: 33.95173 samples/s, eta: 11:27:00 +[2025/07/22 23:05:53] openrec INFO: epoch: [6/60], global_step: 8370, lr: 0.000498, loss: 0.616342, avg_reader_cost: 0.01217 s, avg_batch_cost: 0.37126 s, avg_samples: 256.0, ips: 689.55209 samples/s, eta: 11:26:47 +[2025/07/22 23:05:57] openrec INFO: epoch: [6/60], global_step: 8380, lr: 0.000498, loss: 0.608495, avg_reader_cost: 0.01203 s, avg_batch_cost: 0.35012 s, avg_samples: 256.0, ips: 731.18586 samples/s, eta: 11:26:32 +[2025/07/22 23:06:01] openrec INFO: epoch: [6/60], global_step: 8390, lr: 0.000498, loss: 0.577237, avg_reader_cost: 0.00908 s, avg_batch_cost: 0.38101 s, avg_samples: 256.0, ips: 671.89529 samples/s, eta: 11:26:20 +[2025/07/22 23:06:05] openrec INFO: epoch: [6/60], global_step: 8400, lr: 0.000498, loss: 0.568972, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.40444 s, avg_samples: 256.0, ips: 632.97414 samples/s, eta: 11:26:11 +[2025/07/22 23:06:08] openrec INFO: epoch: [6/60], global_step: 8410, lr: 0.000498, loss: 0.574454, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.36558 s, avg_samples: 256.0, ips: 700.26638 samples/s, eta: 11:25:57 +[2025/07/22 23:06:12] openrec INFO: epoch: [6/60], global_step: 8420, lr: 0.000498, loss: 0.644898, avg_reader_cost: 0.01158 s, avg_batch_cost: 0.37962 s, avg_samples: 256.0, ips: 674.35636 samples/s, eta: 11:25:45 +[2025/07/22 23:06:16] openrec INFO: epoch: [6/60], global_step: 8430, lr: 0.000498, loss: 0.633294, avg_reader_cost: 0.01673 s, avg_batch_cost: 0.36213 s, avg_samples: 256.0, ips: 706.93167 samples/s, eta: 11:25:31 +[2025/07/22 23:06:19] openrec INFO: epoch: [6/60], global_step: 8440, lr: 0.000498, loss: 0.611971, avg_reader_cost: 0.01137 s, avg_batch_cost: 0.35850 s, avg_samples: 256.0, ips: 714.08699 samples/s, eta: 11:25:17 +[2025/07/22 23:06:24] openrec INFO: epoch: [6/60], global_step: 8450, lr: 0.000498, loss: 0.624012, avg_reader_cost: 0.00939 s, avg_batch_cost: 0.40556 s, avg_samples: 256.0, ips: 631.21922 samples/s, eta: 11:25:08 +[2025/07/22 23:06:28] openrec INFO: epoch: [6/60], global_step: 8460, lr: 0.000498, loss: 0.648668, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.41268 s, avg_samples: 256.0, ips: 620.33149 samples/s, eta: 11:25:00 +[2025/07/22 23:06:32] openrec INFO: epoch: [6/60], global_step: 8470, lr: 0.000498, loss: 0.664226, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.39568 s, avg_samples: 256.0, ips: 646.99250 samples/s, eta: 11:24:50 +[2025/07/22 23:06:36] openrec INFO: epoch: [6/60], global_step: 8480, lr: 0.000498, loss: 0.614843, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.38926 s, avg_samples: 256.0, ips: 657.65271 samples/s, eta: 11:24:39 +[2025/07/22 23:06:40] openrec INFO: epoch: [6/60], global_step: 8490, lr: 0.000498, loss: 0.572866, avg_reader_cost: 0.01596 s, avg_batch_cost: 0.40305 s, avg_samples: 256.0, ips: 635.14942 samples/s, eta: 11:24:30 +[2025/07/22 23:06:44] openrec INFO: epoch: [6/60], global_step: 8500, lr: 0.000498, loss: 0.602009, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.40867 s, avg_samples: 256.0, ips: 626.42958 samples/s, eta: 11:24:21 +[2025/07/22 23:06:47] openrec INFO: cur metric, acc: 0.8907284755922621, norm_edit_dis: 0.9616917113162949, num_samples: 7248, fps: 2812.791201088243 +[2025/07/22 23:06:48] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 23:06:48] openrec INFO: best metric, acc: 0.8907284755922621, norm_edit_dis: 0.9616917113162949, num_samples: 7248, fps: 2812.791201088243, best_epoch: 6 +[2025/07/22 23:06:51] openrec INFO: epoch: [6/60], global_step: 8510, lr: 0.000498, loss: 0.613412, avg_reader_cost: 0.42316 s, avg_batch_cost: 0.77755 s, 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0.000498, loss: 0.571764, avg_reader_cost: 0.01498 s, avg_batch_cost: 0.34919 s, avg_samples: 256.0, ips: 733.13015 samples/s, eta: 11:23:50 +[2025/07/22 23:07:14] openrec INFO: epoch: [6/60], global_step: 8570, lr: 0.000498, loss: 0.560041, avg_reader_cost: 0.01174 s, avg_batch_cost: 0.40580 s, avg_samples: 256.0, ips: 630.85233 samples/s, eta: 11:23:41 +[2025/07/22 23:07:18] openrec INFO: epoch: [6/60], global_step: 8580, lr: 0.000498, loss: 0.558760, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.40350 s, avg_samples: 256.0, ips: 634.44826 samples/s, eta: 11:23:32 +[2025/07/22 23:07:23] openrec INFO: epoch: [6/60], global_step: 8590, lr: 0.000498, loss: 0.606965, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.43232 s, avg_samples: 256.0, ips: 592.15223 samples/s, eta: 11:23:26 +[2025/07/22 23:07:27] openrec INFO: epoch: [6/60], global_step: 8600, lr: 0.000498, loss: 0.617161, avg_reader_cost: 0.01143 s, avg_batch_cost: 0.43602 s, avg_samples: 256.0, ips: 587.13232 samples/s, eta: 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[6/60], global_step: 8700, lr: 0.000498, loss: 0.579265, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.37272 s, avg_samples: 256.0, ips: 686.85150 samples/s, eta: 11:21:22 +[2025/07/22 23:08:09] openrec INFO: epoch: [6/60], global_step: 8710, lr: 0.000498, loss: 0.577305, avg_reader_cost: 0.01283 s, avg_batch_cost: 0.39091 s, avg_samples: 256.0, ips: 654.88782 samples/s, eta: 11:21:12 +[2025/07/22 23:08:13] openrec INFO: epoch: [6/60], global_step: 8720, lr: 0.000498, loss: 0.567549, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.38093 s, avg_samples: 256.0, ips: 672.04824 samples/s, eta: 11:21:00 +[2025/07/22 23:08:17] openrec INFO: epoch: [6/60], global_step: 8730, lr: 0.000498, loss: 0.563428, avg_reader_cost: 0.01283 s, avg_batch_cost: 0.39240 s, avg_samples: 256.0, ips: 652.39167 samples/s, eta: 11:20:50 +[2025/07/22 23:08:20] openrec INFO: epoch: [6/60], global_step: 8740, lr: 0.000498, loss: 0.486785, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.38055 s, avg_samples: 256.0, ips: 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eta: 11:17:45 +[2025/07/22 23:10:00] openrec INFO: epoch: [6/60], global_step: 8980, lr: 0.000498, loss: 0.546708, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.38186 s, avg_samples: 256.0, ips: 670.39959 samples/s, eta: 11:17:34 +[2025/07/22 23:10:04] openrec INFO: epoch: [6/60], global_step: 8990, lr: 0.000498, loss: 0.561604, avg_reader_cost: 0.01202 s, avg_batch_cost: 0.41385 s, avg_samples: 256.0, ips: 618.58297 samples/s, eta: 11:17:26 +[2025/07/22 23:10:08] openrec INFO: epoch: [6/60], global_step: 9000, lr: 0.000498, loss: 0.561604, avg_reader_cost: 0.01167 s, avg_batch_cost: 0.39568 s, avg_samples: 256.0, ips: 646.99148 samples/s, eta: 11:17:17 +[2025/07/22 23:10:12] openrec INFO: cur metric, acc: 0.8894867537396707, norm_edit_dis: 0.9614620622035108, num_samples: 7248, fps: 2821.1958880754114 +[2025/07/22 23:10:12] openrec INFO: best metric, acc: 0.8907284755922621, norm_edit_dis: 0.9616917113162949, num_samples: 7248, fps: 2812.791201088243, best_epoch: 6 +[2025/07/22 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loss: 0.532580, avg_reader_cost: 0.01145 s, avg_batch_cost: 0.40055 s, avg_samples: 256.0, ips: 639.12264 samples/s, eta: 11:13:33 +[2025/07/22 23:12:32] openrec INFO: epoch: [6/60], global_step: 9340, lr: 0.000497, loss: 0.541356, avg_reader_cost: 0.01233 s, avg_batch_cost: 0.40504 s, avg_samples: 256.0, ips: 632.03448 samples/s, eta: 11:13:25 +[2025/07/22 23:12:36] openrec INFO: epoch: [6/60], global_step: 9350, lr: 0.000497, loss: 0.551615, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.41209 s, avg_samples: 256.0, ips: 621.22324 samples/s, eta: 11:13:17 +[2025/07/22 23:12:40] openrec INFO: epoch: [6/60], global_step: 9360, lr: 0.000497, loss: 0.541407, avg_reader_cost: 0.01193 s, avg_batch_cost: 0.37174 s, avg_samples: 256.0, ips: 688.66072 samples/s, eta: 11:13:06 +[2025/07/22 23:12:44] openrec INFO: epoch: [6/60], global_step: 9370, lr: 0.000497, loss: 0.513512, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.43262 s, avg_samples: 256.0, ips: 591.74760 samples/s, eta: 11:13:00 +[2025/07/22 23:12:48] openrec INFO: epoch: [6/60], global_step: 9380, lr: 0.000497, loss: 0.555150, avg_reader_cost: 0.01183 s, avg_batch_cost: 0.41275 s, avg_samples: 256.0, ips: 620.22775 samples/s, eta: 11:12:53 +[2025/07/22 23:12:52] openrec INFO: epoch: [6/60], global_step: 9390, lr: 0.000497, loss: 0.572309, avg_reader_cost: 0.01159 s, avg_batch_cost: 0.41550 s, avg_samples: 256.0, ips: 616.11897 samples/s, eta: 11:12:45 +[2025/07/22 23:12:57] openrec INFO: epoch: [6/60], global_step: 9400, lr: 0.000497, loss: 0.556534, avg_reader_cost: 0.01166 s, avg_batch_cost: 0.44400 s, avg_samples: 256.0, ips: 576.57843 samples/s, eta: 11:12:41 +[2025/07/22 23:13:01] openrec INFO: epoch: [6/60], global_step: 9410, lr: 0.000497, loss: 0.518669, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.43264 s, avg_samples: 256.0, ips: 591.71509 samples/s, eta: 11:12:35 +[2025/07/22 23:13:05] openrec INFO: epoch: [6/60], global_step: 9420, lr: 0.000497, loss: 0.573255, avg_reader_cost: 0.01097 s, 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[6/60], global_step: 9470, lr: 0.000497, loss: 0.710291, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.41518 s, avg_samples: 256.0, ips: 616.59441 samples/s, eta: 11:11:51 +[2025/07/22 23:13:30] openrec INFO: epoch: [6/60], global_step: 9480, lr: 0.000497, loss: 0.707660, avg_reader_cost: 0.01149 s, avg_batch_cost: 0.40689 s, avg_samples: 256.0, ips: 629.16656 samples/s, eta: 11:11:43 +[2025/07/22 23:13:34] openrec INFO: epoch: [6/60], global_step: 9490, lr: 0.000497, loss: 0.609604, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.41367 s, avg_samples: 256.0, ips: 618.85728 samples/s, eta: 11:11:36 +[2025/07/22 23:13:38] openrec INFO: epoch: [6/60], global_step: 9500, lr: 0.000497, loss: 0.575085, avg_reader_cost: 0.01095 s, avg_batch_cost: 0.42464 s, avg_samples: 256.0, ips: 602.86904 samples/s, eta: 11:11:30 +[2025/07/22 23:13:42] openrec INFO: cur metric, acc: 0.891418321065924, norm_edit_dis: 0.9616126573431052, num_samples: 7248, fps: 2783.288994229588 +[2025/07/22 23:13:43] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 23:13:43] openrec INFO: best metric, acc: 0.891418321065924, norm_edit_dis: 0.9616126573431052, num_samples: 7248, fps: 2783.288994229588, best_epoch: 6 +[2025/07/22 23:13:47] openrec INFO: epoch: [6/60], global_step: 9510, lr: 0.000497, loss: 0.574831, avg_reader_cost: 0.42066 s, avg_batch_cost: 0.83732 s, avg_samples: 256.0, ips: 305.73655 samples/s, eta: 11:12:03 +[2025/07/22 23:13:51] openrec INFO: epoch: [6/60], global_step: 9520, lr: 0.000497, loss: 0.574831, avg_reader_cost: 0.01063 s, avg_batch_cost: 0.43127 s, avg_samples: 256.0, ips: 593.59779 samples/s, eta: 11:11:57 +[2025/07/22 23:13:55] openrec INFO: epoch: [6/60], global_step: 9530, lr: 0.000497, loss: 0.565639, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.39964 s, avg_samples: 256.0, ips: 640.57509 samples/s, eta: 11:11:49 +[2025/07/22 23:13:59] openrec INFO: epoch: 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epoch: [6/60], global_step: 9910, lr: 0.000497, loss: 0.532871, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.41891 s, avg_samples: 256.0, ips: 611.11402 samples/s, eta: 11:07:10 +[2025/07/22 23:16:36] openrec INFO: epoch: [6/60], global_step: 9920, lr: 0.000497, loss: 0.534595, avg_reader_cost: 0.01166 s, avg_batch_cost: 0.38010 s, avg_samples: 256.0, ips: 673.50522 samples/s, eta: 11:07:00 +[2025/07/22 23:16:40] openrec INFO: epoch: [6/60], global_step: 9930, lr: 0.000497, loss: 0.520628, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.39306 s, avg_samples: 256.0, ips: 651.29892 samples/s, eta: 11:06:51 +[2025/07/22 23:16:44] openrec INFO: epoch: [6/60], global_step: 9940, lr: 0.000497, loss: 0.536025, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.41322 s, avg_samples: 256.0, ips: 619.51724 samples/s, eta: 11:06:43 +[2025/07/22 23:16:48] openrec INFO: epoch: [6/60], global_step: 9950, lr: 0.000497, loss: 0.536300, avg_reader_cost: 0.01167 s, avg_batch_cost: 0.41702 s, avg_samples: 256.0, ips: 613.87594 samples/s, eta: 11:06:37 +[2025/07/22 23:16:53] openrec INFO: epoch: [6/60], global_step: 9960, lr: 0.000497, loss: 0.552275, avg_reader_cost: 0.01276 s, avg_batch_cost: 0.42057 s, avg_samples: 256.0, ips: 608.70077 samples/s, eta: 11:06:30 +[2025/07/22 23:16:57] openrec INFO: epoch: [6/60], global_step: 9970, lr: 0.000497, loss: 0.547587, avg_reader_cost: 0.01265 s, avg_batch_cost: 0.41766 s, avg_samples: 256.0, ips: 612.93746 samples/s, eta: 11:06:24 +[2025/07/22 23:17:01] openrec INFO: epoch: [6/60], global_step: 9980, lr: 0.000497, loss: 0.574782, avg_reader_cost: 0.01121 s, avg_batch_cost: 0.43725 s, avg_samples: 256.0, ips: 585.47790 samples/s, eta: 11:06:19 +[2025/07/22 23:17:06] openrec INFO: epoch: [6/60], global_step: 9990, lr: 0.000497, loss: 0.522212, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.42517 s, avg_samples: 256.0, ips: 602.11153 samples/s, eta: 11:06:13 +[2025/07/22 23:17:10] openrec INFO: epoch: [6/60], global_step: 10000, lr: 0.000497, loss: 0.496444, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.41291 s, avg_samples: 256.0, ips: 619.99135 samples/s, eta: 11:06:05 +[2025/07/22 23:17:13] openrec INFO: cur metric, acc: 0.8992825594656698, norm_edit_dis: 0.965224085476931, num_samples: 7248, fps: 2778.5761381830075 +[2025/07/22 23:17:14] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 23:17:14] openrec INFO: best metric, acc: 0.8992825594656698, norm_edit_dis: 0.965224085476931, num_samples: 7248, fps: 2778.5761381830075, best_epoch: 6 +[2025/07/22 23:17:15] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/iter_latest.pth +[2025/07/22 23:17:19] openrec INFO: epoch: [6/60], global_step: 10010, lr: 0.000497, loss: 0.515802, avg_reader_cost: 0.49937 s, avg_batch_cost: 0.89742 s, avg_samples: 256.0, ips: 285.26358 samples/s, eta: 11:06:42 +[2025/07/22 23:17:23] openrec INFO: epoch: [6/60], global_step: 10020, lr: 0.000497, loss: 0.550303, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.43951 s, avg_samples: 256.0, ips: 582.46695 samples/s, eta: 11:06:37 +[2025/07/22 23:17:26] openrec INFO: epoch: [6/60], global_step: 10027, lr: 0.000497, loss: 0.560163, avg_reader_cost: 0.00706 s, avg_batch_cost: 0.30206 s, avg_samples: 179.2, ips: 593.25342 samples/s, eta: 11:06:33 +[2025/07/22 23:17:41] openrec INFO: cur metric, acc: 0.8995584976551345, norm_edit_dis: 0.9647883853607302, num_samples: 7248, fps: 532.8919384716029 +[2025/07/22 23:17:42] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 23:17:42] openrec INFO: best metric, acc: 0.8995584976551345, norm_edit_dis: 0.9647883853607302, num_samples: 7248, fps: 532.8919384716029, best_epoch: 6 +[2025/07/22 23:17:43] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/22 23:17:43] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep7/gpu1_ep7 +[2025/07/22 23:17:43] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep7/gpu2_ep7 +[2025/07/22 23:17:43] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep7/gpu3_ep7 +[2025/07/22 23:17:43] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep7/gpu0_ep7 +[2025/07/22 23:17:53] openrec INFO: 0 +[2025/07/22 23:17:53] openrec INFO: 790805 +[2025/07/22 23:17:53] openrec INFO: 959042 +[2025/07/22 23:17:53] openrec INFO: 668247 +[2025/07/22 23:17:53] openrec INFO: 998430 +[2025/07/22 23:17:56] openrec INFO: epoch: [7/60], global_step: 10030, lr: 0.000497, loss: 0.567443, avg_reader_cost: 2.89390 s, avg_batch_cost: 3.01021 s, avg_samples: 76.8, ips: 25.51321 samples/s, eta: 11:10:51 +[2025/07/22 23:18:00] openrec INFO: epoch: [7/60], global_step: 10040, lr: 0.000497, loss: 0.543238, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.36010 s, avg_samples: 256.0, ips: 710.91550 samples/s, eta: 11:10:39 +[2025/07/22 23:18:03] openrec INFO: epoch: [7/60], global_step: 10050, lr: 0.000497, loss: 0.584766, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.34733 s, avg_samples: 256.0, ips: 737.04505 samples/s, eta: 11:10:25 +[2025/07/22 23:18:07] openrec INFO: epoch: [7/60], global_step: 10060, lr: 0.000497, loss: 0.786400, avg_reader_cost: 0.01227 s, avg_batch_cost: 0.40572 s, avg_samples: 256.0, ips: 630.98271 samples/s, eta: 11:10:17 +[2025/07/22 23:18:11] openrec INFO: epoch: [7/60], global_step: 10070, lr: 0.000497, loss: 0.767968, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.39542 s, avg_samples: 256.0, ips: 647.41541 samples/s, eta: 11:10:08 +[2025/07/22 23:18:15] openrec INFO: epoch: [7/60], global_step: 10080, lr: 0.000497, loss: 0.693755, avg_reader_cost: 0.01321 s, avg_batch_cost: 0.38955 s, avg_samples: 256.0, ips: 657.17127 samples/s, eta: 11:09:59 +[2025/07/22 23:18:19] openrec INFO: epoch: [7/60], global_step: 10090, lr: 0.000497, loss: 0.664284, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.40490 s, avg_samples: 256.0, ips: 632.25212 samples/s, eta: 11:09:51 +[2025/07/22 23:18:23] openrec INFO: epoch: [7/60], global_step: 10100, lr: 0.000497, loss: 0.615854, avg_reader_cost: 0.01173 s, avg_batch_cost: 0.38557 s, avg_samples: 256.0, ips: 663.95613 samples/s, eta: 11:09:41 +[2025/07/22 23:18:27] openrec INFO: epoch: [7/60], global_step: 10110, lr: 0.000496, loss: 0.568794, avg_reader_cost: 0.01373 s, avg_batch_cost: 0.37857 s, avg_samples: 256.0, ips: 676.22840 samples/s, eta: 11:09:30 +[2025/07/22 23:18:31] openrec INFO: epoch: [7/60], global_step: 10120, lr: 0.000496, loss: 0.543839, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.39037 s, avg_samples: 256.0, ips: 655.78828 samples/s, eta: 11:09:21 +[2025/07/22 23:18:35] openrec INFO: epoch: [7/60], global_step: 10130, lr: 0.000496, loss: 0.545843, avg_reader_cost: 0.01153 s, avg_batch_cost: 0.37611 s, avg_samples: 256.0, ips: 680.64494 samples/s, eta: 11:09:10 +[2025/07/22 23:18:39] openrec INFO: epoch: [7/60], global_step: 10140, lr: 0.000496, loss: 0.557350, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.40200 s, avg_samples: 256.0, ips: 636.81094 samples/s, eta: 11:09:02 +[2025/07/22 23:18:43] openrec INFO: epoch: [7/60], global_step: 10150, lr: 0.000496, loss: 0.526417, avg_reader_cost: 0.01139 s, avg_batch_cost: 0.42889 s, avg_samples: 256.0, ips: 596.88996 samples/s, eta: 11:08:56 +[2025/07/22 23:18:47] openrec INFO: epoch: [7/60], global_step: 10160, lr: 0.000496, loss: 0.501257, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.39798 s, avg_samples: 256.0, ips: 643.25003 samples/s, eta: 11:08:48 +[2025/07/22 23:18:51] openrec INFO: epoch: [7/60], global_step: 10170, lr: 0.000496, loss: 0.505912, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.43460 s, avg_samples: 256.0, ips: 589.05390 samples/s, eta: 11:08:42 +[2025/07/22 23:18:55] openrec INFO: epoch: [7/60], global_step: 10180, lr: 0.000496, loss: 0.574993, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.41244 s, avg_samples: 256.0, ips: 620.69959 samples/s, eta: 11:08:35 +[2025/07/22 23:18:59] openrec INFO: epoch: [7/60], global_step: 10190, lr: 0.000496, loss: 0.530646, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.39447 s, avg_samples: 256.0, ips: 648.97172 samples/s, eta: 11:08:26 +[2025/07/22 23:19:04] openrec INFO: epoch: [7/60], global_step: 10200, lr: 0.000496, loss: 0.517647, avg_reader_cost: 0.01143 s, avg_batch_cost: 0.41351 s, avg_samples: 256.0, ips: 619.08378 samples/s, eta: 11:08:19 +[2025/07/22 23:19:08] openrec INFO: epoch: [7/60], global_step: 10210, lr: 0.000496, loss: 0.564272, avg_reader_cost: 0.01289 s, avg_batch_cost: 0.40584 s, avg_samples: 256.0, ips: 630.79325 samples/s, eta: 11:08:11 +[2025/07/22 23:19:12] openrec INFO: epoch: [7/60], global_step: 10220, lr: 0.000496, loss: 0.505583, avg_reader_cost: 0.01184 s, avg_batch_cost: 0.40228 s, avg_samples: 256.0, ips: 636.37242 samples/s, eta: 11:08:02 +[2025/07/22 23:19:16] openrec INFO: epoch: [7/60], global_step: 10230, lr: 0.000496, loss: 0.481200, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.39369 s, avg_samples: 256.0, ips: 650.26469 samples/s, eta: 11:07:53 +[2025/07/22 23:19:20] openrec INFO: epoch: [7/60], global_step: 10240, lr: 0.000496, loss: 0.488896, avg_reader_cost: 0.01068 s, avg_batch_cost: 0.43615 s, avg_samples: 256.0, ips: 586.95929 samples/s, eta: 11:07:48 +[2025/07/22 23:19:24] openrec INFO: epoch: [7/60], global_step: 10250, lr: 0.000496, loss: 0.531642, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.42369 s, avg_samples: 256.0, ips: 604.21768 samples/s, eta: 11:07:42 +[2025/07/22 23:19:29] openrec INFO: epoch: [7/60], global_step: 10260, lr: 0.000496, loss: 0.553588, avg_reader_cost: 0.01064 s, avg_batch_cost: 0.43187 s, avg_samples: 256.0, ips: 592.77090 samples/s, eta: 11:07:36 +[2025/07/22 23:19:33] openrec INFO: epoch: [7/60], global_step: 10270, lr: 0.000496, loss: 0.491834, avg_reader_cost: 0.01082 s, avg_batch_cost: 0.41170 s, avg_samples: 256.0, ips: 621.81213 samples/s, eta: 11:07:29 +[2025/07/22 23:19:36] openrec INFO: epoch: [7/60], global_step: 10280, lr: 0.000496, loss: 0.491834, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.37997 s, avg_samples: 256.0, ips: 673.73664 samples/s, eta: 11:07:19 +[2025/07/22 23:19:41] openrec INFO: epoch: [7/60], global_step: 10290, lr: 0.000496, loss: 0.499934, avg_reader_cost: 0.01050 s, avg_batch_cost: 0.43649 s, avg_samples: 256.0, ips: 586.50085 samples/s, eta: 11:07:14 +[2025/07/22 23:19:45] openrec INFO: epoch: [7/60], global_step: 10300, lr: 0.000496, loss: 0.540365, avg_reader_cost: 0.01119 s, avg_batch_cost: 0.44238 s, avg_samples: 256.0, ips: 578.68196 samples/s, eta: 11:07:09 +[2025/07/22 23:19:49] openrec INFO: epoch: [7/60], global_step: 10310, lr: 0.000496, loss: 0.531991, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.41599 s, avg_samples: 256.0, ips: 615.40404 samples/s, eta: 11:07:02 +[2025/07/22 23:19:53] openrec INFO: epoch: [7/60], global_step: 10320, lr: 0.000496, loss: 0.482734, avg_reader_cost: 0.01351 s, avg_batch_cost: 0.39853 s, avg_samples: 256.0, ips: 642.35755 samples/s, eta: 11:06:53 +[2025/07/22 23:19:58] openrec INFO: epoch: [7/60], global_step: 10330, lr: 0.000496, loss: 0.463337, avg_reader_cost: 0.01301 s, avg_batch_cost: 0.41247 s, avg_samples: 256.0, ips: 620.64814 samples/s, eta: 11:06:46 +[2025/07/22 23:20:02] openrec INFO: epoch: [7/60], global_step: 10340, lr: 0.000496, loss: 0.437860, avg_reader_cost: 0.01043 s, avg_batch_cost: 0.43100 s, avg_samples: 256.0, ips: 593.96319 samples/s, eta: 11:06:40 +[2025/07/22 23:20:06] openrec INFO: epoch: [7/60], global_step: 10350, lr: 0.000496, loss: 0.439230, avg_reader_cost: 0.01079 s, avg_batch_cost: 0.43063 s, avg_samples: 256.0, ips: 594.47978 samples/s, eta: 11:06:35 +[2025/07/22 23:20:11] openrec INFO: epoch: [7/60], global_step: 10360, lr: 0.000496, loss: 0.485225, avg_reader_cost: 0.01091 s, avg_batch_cost: 0.43986 s, avg_samples: 256.0, ips: 582.00376 samples/s, eta: 11:06:30 +[2025/07/22 23:20:15] openrec INFO: epoch: [7/60], global_step: 10370, lr: 0.000496, loss: 0.523429, avg_reader_cost: 0.01123 s, avg_batch_cost: 0.43646 s, avg_samples: 256.0, ips: 586.53401 samples/s, eta: 11:06:25 +[2025/07/22 23:20:19] openrec INFO: epoch: [7/60], global_step: 10380, lr: 0.000496, loss: 0.507595, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.41054 s, avg_samples: 256.0, ips: 623.57612 samples/s, eta: 11:06:17 +[2025/07/22 23:20:23] openrec INFO: epoch: [7/60], global_step: 10390, lr: 0.000496, loss: 0.486604, avg_reader_cost: 0.01043 s, avg_batch_cost: 0.43266 s, avg_samples: 256.0, ips: 591.69324 samples/s, eta: 11:06:12 +[2025/07/22 23:20:28] openrec INFO: epoch: [7/60], global_step: 10400, lr: 0.000496, loss: 0.494364, avg_reader_cost: 0.01081 s, avg_batch_cost: 0.41920 s, avg_samples: 256.0, ips: 610.69079 samples/s, eta: 11:06:05 +[2025/07/22 23:20:32] openrec INFO: epoch: [7/60], global_step: 10410, lr: 0.000496, loss: 0.501104, avg_reader_cost: 0.01262 s, avg_batch_cost: 0.38925 s, avg_samples: 256.0, ips: 657.66814 samples/s, eta: 11:05:56 +[2025/07/22 23:20:36] openrec INFO: epoch: [7/60], global_step: 10420, lr: 0.000496, loss: 0.481142, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.41794 s, avg_samples: 256.0, ips: 612.53154 samples/s, eta: 11:05:49 +[2025/07/22 23:20:40] openrec INFO: epoch: [7/60], global_step: 10430, lr: 0.000496, loss: 0.481142, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.42268 s, avg_samples: 256.0, ips: 605.65442 samples/s, eta: 11:05:43 +[2025/07/22 23:20:44] openrec INFO: epoch: [7/60], global_step: 10440, lr: 0.000496, loss: 0.536926, avg_reader_cost: 0.01069 s, avg_batch_cost: 0.41048 s, avg_samples: 256.0, ips: 623.65558 samples/s, eta: 11:05:35 +[2025/07/22 23:20:48] openrec INFO: epoch: [7/60], global_step: 10450, lr: 0.000496, loss: 0.545920, avg_reader_cost: 0.01063 s, avg_batch_cost: 0.43271 s, avg_samples: 256.0, ips: 591.61578 samples/s, eta: 11:05:30 +[2025/07/22 23:20:53] openrec INFO: epoch: [7/60], global_step: 10460, lr: 0.000496, loss: 0.551896, avg_reader_cost: 0.01134 s, avg_batch_cost: 0.43320 s, avg_samples: 256.0, ips: 590.94716 samples/s, eta: 11:05:25 +[2025/07/22 23:20:57] openrec INFO: epoch: [7/60], global_step: 10470, lr: 0.000496, loss: 0.547224, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.41798 s, avg_samples: 256.0, ips: 612.46376 samples/s, eta: 11:05:18 +[2025/07/22 23:21:01] openrec INFO: epoch: [7/60], global_step: 10480, lr: 0.000496, loss: 0.511724, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.40246 s, avg_samples: 256.0, ips: 636.09405 samples/s, eta: 11:05:10 +[2025/07/22 23:21:05] openrec INFO: epoch: [7/60], global_step: 10490, lr: 0.000496, loss: 0.472201, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.40337 s, avg_samples: 256.0, ips: 634.66081 samples/s, eta: 11:05:02 +[2025/07/22 23:21:09] openrec INFO: epoch: [7/60], global_step: 10500, lr: 0.000496, loss: 0.477027, avg_reader_cost: 0.01100 s, avg_batch_cost: 0.41432 s, avg_samples: 256.0, ips: 617.88720 samples/s, eta: 11:04:55 +[2025/07/22 23:21:13] openrec INFO: cur metric, acc: 0.8985927139920079, norm_edit_dis: 0.964756568833379, num_samples: 7248, fps: 2810.35187847425 +[2025/07/22 23:21:13] openrec INFO: best metric, acc: 0.8995584976551345, norm_edit_dis: 0.9647883853607302, num_samples: 7248, fps: 532.8919384716029, best_epoch: 6 +[2025/07/22 23:21:17] openrec INFO: epoch: [7/60], global_step: 10510, lr: 0.000496, loss: 0.493688, avg_reader_cost: 0.37218 s, avg_batch_cost: 0.76641 s, avg_samples: 256.0, ips: 334.02290 samples/s, eta: 11:05:18 +[2025/07/22 23:21:21] openrec INFO: epoch: [7/60], global_step: 10520, lr: 0.000496, loss: 0.483739, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.43230 s, avg_samples: 256.0, ips: 592.18456 samples/s, eta: 11:05:12 +[2025/07/22 23:21:25] openrec INFO: epoch: [7/60], global_step: 10530, lr: 0.000496, loss: 0.496045, avg_reader_cost: 0.01542 s, avg_batch_cost: 0.41668 s, avg_samples: 256.0, ips: 614.37313 samples/s, eta: 11:05:05 +[2025/07/22 23:21:30] openrec INFO: epoch: [7/60], global_step: 10540, lr: 0.000496, loss: 0.507346, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.42437 s, avg_samples: 256.0, ips: 603.25309 samples/s, eta: 11:04:59 +[2025/07/22 23:21:34] openrec INFO: epoch: [7/60], global_step: 10550, lr: 0.000496, loss: 0.506694, avg_reader_cost: 0.01108 s, avg_batch_cost: 0.43762 s, avg_samples: 256.0, ips: 584.98875 samples/s, eta: 11:04:54 +[2025/07/22 23:21:38] openrec INFO: epoch: [7/60], global_step: 10560, lr: 0.000496, loss: 0.488815, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.42391 s, avg_samples: 256.0, ips: 603.90517 samples/s, eta: 11:04:48 +[2025/07/22 23:21:42] openrec INFO: epoch: [7/60], global_step: 10570, lr: 0.000496, loss: 0.519332, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.40454 s, 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lr: 0.000496, loss: 0.488865, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.43215 s, avg_samples: 256.0, ips: 592.39333 samples/s, eta: 11:04:09 +[2025/07/22 23:22:08] openrec INFO: epoch: [7/60], global_step: 10630, lr: 0.000496, loss: 0.507766, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.42898 s, avg_samples: 256.0, ips: 596.76778 samples/s, eta: 11:04:03 +[2025/07/22 23:22:12] openrec INFO: epoch: [7/60], global_step: 10640, lr: 0.000496, loss: 0.504064, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.43451 s, avg_samples: 256.0, ips: 589.16496 samples/s, eta: 11:03:57 +[2025/07/22 23:22:17] openrec INFO: epoch: [7/60], global_step: 10650, lr: 0.000496, loss: 0.505404, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.43185 s, avg_samples: 256.0, ips: 592.79515 samples/s, eta: 11:03:52 +[2025/07/22 23:22:21] openrec INFO: epoch: [7/60], global_step: 10660, lr: 0.000496, loss: 0.543484, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.42132 s, avg_samples: 256.0, ips: 607.61037 samples/s, eta: 11:03:46 +[2025/07/22 23:22:25] openrec INFO: epoch: [7/60], global_step: 10670, lr: 0.000496, loss: 0.555948, avg_reader_cost: 0.01165 s, avg_batch_cost: 0.40682 s, avg_samples: 256.0, ips: 629.26627 samples/s, eta: 11:03:38 +[2025/07/22 23:22:29] openrec INFO: epoch: [7/60], global_step: 10680, lr: 0.000496, loss: 0.510144, avg_reader_cost: 0.01063 s, avg_batch_cost: 0.43252 s, avg_samples: 256.0, ips: 591.87720 samples/s, eta: 11:03:33 +[2025/07/22 23:22:33] openrec INFO: epoch: [7/60], global_step: 10690, lr: 0.000496, loss: 0.478287, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.41898 s, avg_samples: 256.0, ips: 611.00274 samples/s, eta: 11:03:26 +[2025/07/22 23:22:37] openrec INFO: epoch: [7/60], global_step: 10700, lr: 0.000496, loss: 0.467312, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.39433 s, avg_samples: 256.0, ips: 649.19762 samples/s, eta: 11:03:17 +[2025/07/22 23:22:42] openrec INFO: epoch: [7/60], global_step: 10710, lr: 0.000496, loss: 0.486404, avg_reader_cost: 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INFO: epoch: [7/60], global_step: 10760, lr: 0.000496, loss: 0.538542, avg_reader_cost: 0.01113 s, avg_batch_cost: 0.43549 s, avg_samples: 256.0, ips: 587.84826 samples/s, eta: 11:02:38 +[2025/07/22 23:23:07] openrec INFO: epoch: [7/60], global_step: 10770, lr: 0.000496, loss: 0.529769, avg_reader_cost: 0.01081 s, avg_batch_cost: 0.43921 s, avg_samples: 256.0, ips: 582.86765 samples/s, eta: 11:02:33 +[2025/07/22 23:23:11] openrec INFO: epoch: [7/60], global_step: 10780, lr: 0.000496, loss: 0.509583, avg_reader_cost: 0.01126 s, avg_batch_cost: 0.43406 s, avg_samples: 256.0, ips: 589.78608 samples/s, eta: 11:02:28 +[2025/07/22 23:23:16] openrec INFO: epoch: [7/60], global_step: 10790, lr: 0.000495, loss: 0.511399, avg_reader_cost: 0.01399 s, avg_batch_cost: 0.43784 s, avg_samples: 256.0, ips: 584.68798 samples/s, eta: 11:02:23 +[2025/07/22 23:23:20] openrec INFO: epoch: [7/60], global_step: 10800, lr: 0.000495, loss: 0.453055, avg_reader_cost: 0.01363 s, avg_batch_cost: 0.41278 s, 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lr: 0.000495, loss: 0.503477, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.41043 s, avg_samples: 256.0, ips: 623.72869 samples/s, eta: 11:01:44 +[2025/07/22 23:23:45] openrec INFO: epoch: [7/60], global_step: 10860, lr: 0.000495, loss: 0.523371, avg_reader_cost: 0.01124 s, avg_batch_cost: 0.43673 s, avg_samples: 256.0, ips: 586.17334 samples/s, eta: 11:01:39 +[2025/07/22 23:23:49] openrec INFO: epoch: [7/60], global_step: 10870, lr: 0.000495, loss: 0.531271, avg_reader_cost: 0.01113 s, avg_batch_cost: 0.41322 s, avg_samples: 256.0, ips: 619.51749 samples/s, eta: 11:01:32 +[2025/07/22 23:23:54] openrec INFO: epoch: [7/60], global_step: 10880, lr: 0.000495, loss: 0.514763, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.42808 s, avg_samples: 256.0, ips: 598.01831 samples/s, eta: 11:01:26 +[2025/07/22 23:23:58] openrec INFO: epoch: [7/60], global_step: 10890, lr: 0.000495, loss: 0.494611, avg_reader_cost: 0.01687 s, avg_batch_cost: 0.41302 s, avg_samples: 256.0, ips: 619.82032 samples/s, eta: 11:01:19 +[2025/07/22 23:24:02] openrec INFO: epoch: [7/60], global_step: 10900, lr: 0.000495, loss: 0.465876, avg_reader_cost: 0.01338 s, avg_batch_cost: 0.41531 s, avg_samples: 256.0, ips: 616.40649 samples/s, eta: 11:01:12 +[2025/07/22 23:24:06] openrec INFO: epoch: [7/60], global_step: 10910, lr: 0.000495, loss: 0.475474, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.42818 s, avg_samples: 256.0, ips: 597.88485 samples/s, eta: 11:01:06 +[2025/07/22 23:24:11] openrec INFO: epoch: [7/60], global_step: 10920, lr: 0.000495, loss: 0.476544, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.43906 s, avg_samples: 256.0, ips: 583.06037 samples/s, eta: 11:01:02 +[2025/07/22 23:24:15] openrec INFO: epoch: [7/60], global_step: 10930, lr: 0.000495, loss: 0.506050, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.41031 s, avg_samples: 256.0, ips: 623.91617 samples/s, eta: 11:00:54 +[2025/07/22 23:24:19] openrec INFO: epoch: [7/60], global_step: 10940, lr: 0.000495, loss: 0.506050, avg_reader_cost: 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INFO: epoch: [7/60], global_step: 10990, lr: 0.000495, loss: 0.487218, avg_reader_cost: 0.01132 s, avg_batch_cost: 0.42820 s, avg_samples: 256.0, ips: 597.84713 samples/s, eta: 11:00:17 +[2025/07/22 23:24:45] openrec INFO: epoch: [7/60], global_step: 11000, lr: 0.000495, loss: 0.469096, avg_reader_cost: 0.01359 s, avg_batch_cost: 0.43561 s, avg_samples: 256.0, ips: 587.68472 samples/s, eta: 11:00:12 +[2025/07/22 23:24:48] openrec INFO: cur metric, acc: 0.9046633541602327, norm_edit_dis: 0.96625507471678, num_samples: 7248, fps: 2816.135007075929 +[2025/07/22 23:24:49] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 23:24:49] openrec INFO: best metric, acc: 0.9046633541602327, norm_edit_dis: 0.96625507471678, num_samples: 7248, fps: 2816.135007075929, best_epoch: 7 +[2025/07/22 23:24:53] openrec INFO: epoch: [7/60], global_step: 11010, lr: 0.000495, loss: 0.490131, 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+[2025/07/22 23:26:48] openrec INFO: epoch: [7/60], global_step: 11290, lr: 0.000495, loss: 0.470658, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.42884 s, avg_samples: 256.0, ips: 596.95819 samples/s, eta: 10:57:23 +[2025/07/22 23:26:53] openrec INFO: epoch: [7/60], global_step: 11300, lr: 0.000495, loss: 0.471162, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.41631 s, avg_samples: 256.0, ips: 614.92486 samples/s, eta: 10:57:16 +[2025/07/22 23:26:57] openrec INFO: epoch: [7/60], global_step: 11310, lr: 0.000495, loss: 0.493504, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.43287 s, avg_samples: 256.0, ips: 591.40606 samples/s, eta: 10:57:11 +[2025/07/22 23:27:01] openrec INFO: epoch: [7/60], global_step: 11320, lr: 0.000495, loss: 0.500999, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.40423 s, avg_samples: 256.0, ips: 633.30708 samples/s, eta: 10:57:03 +[2025/07/22 23:27:05] openrec INFO: epoch: [7/60], global_step: 11330, lr: 0.000495, loss: 0.508592, avg_reader_cost: 0.01167 s, 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[7/60], global_step: 11380, lr: 0.000495, loss: 0.459244, avg_reader_cost: 0.01253 s, avg_batch_cost: 0.42361 s, avg_samples: 256.0, ips: 604.32337 samples/s, eta: 10:56:23 +[2025/07/22 23:27:30] openrec INFO: epoch: [7/60], global_step: 11390, lr: 0.000495, loss: 0.442754, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.39959 s, avg_samples: 256.0, ips: 640.66200 samples/s, eta: 10:56:15 +[2025/07/22 23:27:34] openrec INFO: epoch: [7/60], global_step: 11400, lr: 0.000494, loss: 0.481231, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.40989 s, avg_samples: 256.0, ips: 624.55507 samples/s, eta: 10:56:08 +[2025/07/22 23:27:38] openrec INFO: epoch: [7/60], global_step: 11410, lr: 0.000494, loss: 0.514594, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.41205 s, avg_samples: 256.0, ips: 621.27946 samples/s, eta: 10:56:01 +[2025/07/22 23:27:42] openrec INFO: epoch: [7/60], global_step: 11420, lr: 0.000494, loss: 0.485446, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.42805 s, avg_samples: 256.0, 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0.463392, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.43419 s, avg_samples: 256.0, ips: 589.60193 samples/s, eta: 10:55:23 +[2025/07/22 23:28:07] openrec INFO: epoch: [7/60], global_step: 11480, lr: 0.000494, loss: 0.457593, avg_reader_cost: 0.01314 s, avg_batch_cost: 0.41339 s, avg_samples: 256.0, ips: 619.27195 samples/s, eta: 10:55:16 +[2025/07/22 23:28:12] openrec INFO: epoch: [7/60], global_step: 11490, lr: 0.000494, loss: 0.467072, avg_reader_cost: 0.01268 s, avg_batch_cost: 0.40936 s, avg_samples: 256.0, ips: 625.36675 samples/s, eta: 10:55:09 +[2025/07/22 23:28:16] openrec INFO: epoch: [7/60], global_step: 11500, lr: 0.000494, loss: 0.501919, avg_reader_cost: 0.01748 s, avg_batch_cost: 0.43341 s, avg_samples: 256.0, ips: 590.66798 samples/s, eta: 10:55:04 +[2025/07/22 23:28:19] openrec INFO: cur metric, acc: 0.8940397338658392, norm_edit_dis: 0.9648353450715275, num_samples: 7248, fps: 2821.464008330657 +[2025/07/22 23:28:19] openrec INFO: best metric, acc: 0.9046633541602327, norm_edit_dis: 0.96625507471678, num_samples: 7248, fps: 2816.135007075929, best_epoch: 7 +[2025/07/22 23:28:23] openrec INFO: epoch: [7/60], global_step: 11510, lr: 0.000494, loss: 0.522994, avg_reader_cost: 0.35631 s, avg_batch_cost: 0.74157 s, avg_samples: 256.0, ips: 345.21540 samples/s, eta: 10:55:22 +[2025/07/22 23:28:27] openrec INFO: epoch: [7/60], global_step: 11520, lr: 0.000494, loss: 0.481229, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.41261 s, avg_samples: 256.0, ips: 620.44132 samples/s, eta: 10:55:15 +[2025/07/22 23:28:32] openrec INFO: epoch: [7/60], global_step: 11530, lr: 0.000494, loss: 0.498463, avg_reader_cost: 0.01388 s, avg_batch_cost: 0.42160 s, avg_samples: 256.0, ips: 607.20467 samples/s, eta: 10:55:09 +[2025/07/22 23:28:36] openrec INFO: epoch: [7/60], global_step: 11540, lr: 0.000494, loss: 0.454191, avg_reader_cost: 0.01097 s, avg_batch_cost: 0.38623 s, avg_samples: 256.0, ips: 662.81976 samples/s, eta: 10:55:01 +[2025/07/22 23:28:40] openrec INFO: epoch: [7/60], global_step: 11550, lr: 0.000494, loss: 0.466509, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.43686 s, avg_samples: 256.0, ips: 586.00554 samples/s, eta: 10:54:56 +[2025/07/22 23:28:44] openrec INFO: epoch: [7/60], global_step: 11560, lr: 0.000494, loss: 0.495801, avg_reader_cost: 0.01227 s, avg_batch_cost: 0.43669 s, avg_samples: 256.0, ips: 586.23248 samples/s, eta: 10:54:51 +[2025/07/22 23:28:49] openrec INFO: epoch: [7/60], global_step: 11570, lr: 0.000494, loss: 0.479961, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.43431 s, avg_samples: 256.0, ips: 589.44068 samples/s, eta: 10:54:46 +[2025/07/22 23:28:53] openrec INFO: epoch: [7/60], global_step: 11580, lr: 0.000494, loss: 0.498808, avg_reader_cost: 0.01234 s, avg_batch_cost: 0.44433 s, avg_samples: 256.0, ips: 576.14329 samples/s, eta: 10:54:41 +[2025/07/22 23:28:57] openrec INFO: epoch: [7/60], global_step: 11590, lr: 0.000494, loss: 0.475045, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.41108 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11640, lr: 0.000494, loss: 0.446831, avg_reader_cost: 0.01129 s, avg_batch_cost: 0.39633 s, avg_samples: 256.0, ips: 645.91880 samples/s, eta: 10:54:01 +[2025/07/22 23:29:22] openrec INFO: epoch: [7/60], global_step: 11650, lr: 0.000494, loss: 0.506192, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.41113 s, avg_samples: 256.0, ips: 622.67947 samples/s, eta: 10:53:54 +[2025/07/22 23:29:26] openrec INFO: epoch: [7/60], global_step: 11660, lr: 0.000494, loss: 0.514201, avg_reader_cost: 0.01085 s, avg_batch_cost: 0.42527 s, avg_samples: 256.0, ips: 601.96503 samples/s, eta: 10:53:48 +[2025/07/22 23:29:31] openrec INFO: epoch: [7/60], global_step: 11670, lr: 0.000494, loss: 0.479095, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.42959 s, avg_samples: 256.0, ips: 595.91474 samples/s, eta: 10:53:43 +[2025/07/22 23:29:35] openrec INFO: epoch: [7/60], global_step: 11680, lr: 0.000494, loss: 0.460622, avg_reader_cost: 0.01537 s, avg_batch_cost: 0.43161 s, avg_samples: 256.0, ips: 593.12378 samples/s, eta: 10:53:38 +[2025/07/22 23:29:39] openrec INFO: epoch: [7/60], global_step: 11690, lr: 0.000494, loss: 0.472848, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.43266 s, avg_samples: 256.0, ips: 591.69324 samples/s, eta: 10:53:32 +[2025/07/22 23:29:43] openrec INFO: epoch: [7/60], global_step: 11698, lr: 0.000494, loss: 0.472848, avg_reader_cost: 0.00854 s, avg_batch_cost: 0.34051 s, avg_samples: 204.8, ips: 601.44548 samples/s, eta: 10:53:28 +[2025/07/22 23:29:58] openrec INFO: cur metric, acc: 0.9082505506232746, norm_edit_dis: 0.967865210570057, num_samples: 7248, fps: 524.2093017044126 +[2025/07/22 23:29:58] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 23:29:58] openrec INFO: best metric, acc: 0.9082505506232746, norm_edit_dis: 0.967865210570057, num_samples: 7248, fps: 524.2093017044126, best_epoch: 7 +[2025/07/22 23:30:00] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/22 23:30:00] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep8/gpu2_ep8 +[2025/07/22 23:30:00] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep8/gpu3_ep8 +[2025/07/22 23:30:00] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep8/gpu1_ep8 +[2025/07/22 23:30:00] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep8/gpu0_ep8 +[2025/07/22 23:30:09] openrec INFO: 0 +[2025/07/22 23:30:09] openrec INFO: 792214 +[2025/07/22 23:30:09] openrec INFO: 960394 +[2025/07/22 23:30:09] openrec INFO: 667152 +[2025/07/22 23:30:09] openrec INFO: 999395 +[2025/07/22 23:30:13] openrec INFO: epoch: [8/60], global_step: 11700, lr: 0.000494, loss: 0.472848, avg_reader_cost: 2.91656 s, avg_batch_cost: 2.99261 s, avg_samples: 51.2, ips: 17.10880 samples/s, eta: 10:56:43 +[2025/07/22 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+[2025/07/22 23:31:49] openrec INFO: epoch: [8/60], global_step: 11940, lr: 0.000494, loss: 0.502485, avg_reader_cost: 0.01100 s, avg_batch_cost: 0.44099 s, avg_samples: 256.0, ips: 580.51596 samples/s, eta: 10:53:37 +[2025/07/22 23:31:53] openrec INFO: epoch: [8/60], global_step: 11950, lr: 0.000494, loss: 0.508818, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.40303 s, avg_samples: 256.0, ips: 635.18380 samples/s, eta: 10:53:29 +[2025/07/22 23:31:57] openrec INFO: epoch: [8/60], global_step: 11960, lr: 0.000493, loss: 0.508818, avg_reader_cost: 0.01151 s, avg_batch_cost: 0.38783 s, avg_samples: 256.0, ips: 660.08843 samples/s, eta: 10:53:21 +[2025/07/22 23:32:01] openrec INFO: epoch: [8/60], global_step: 11970, lr: 0.000493, loss: 0.508848, avg_reader_cost: 0.01406 s, avg_batch_cost: 0.42424 s, avg_samples: 256.0, ips: 603.43250 samples/s, eta: 10:53:15 +[2025/07/22 23:32:05] openrec INFO: epoch: [8/60], global_step: 11980, lr: 0.000493, loss: 0.465012, avg_reader_cost: 0.01083 s, 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INFO: epoch: [8/60], global_step: 12430, lr: 0.000493, loss: 0.453610, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.41364 s, avg_samples: 256.0, ips: 618.89980 samples/s, eta: 10:48:55 +[2025/07/22 23:35:23] openrec INFO: epoch: [8/60], global_step: 12440, lr: 0.000493, loss: 0.429507, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.42895 s, avg_samples: 256.0, ips: 596.80221 samples/s, eta: 10:48:50 +[2025/07/22 23:35:27] openrec INFO: epoch: [8/60], global_step: 12450, lr: 0.000493, loss: 0.450707, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.41650 s, avg_samples: 256.0, ips: 614.64864 samples/s, eta: 10:48:44 +[2025/07/22 23:35:31] openrec INFO: epoch: [8/60], global_step: 12460, lr: 0.000493, loss: 0.440955, avg_reader_cost: 0.01594 s, avg_batch_cost: 0.41973 s, avg_samples: 256.0, ips: 609.91306 samples/s, eta: 10:48:37 +[2025/07/22 23:35:35] openrec INFO: epoch: [8/60], global_step: 12470, lr: 0.000493, loss: 0.397958, avg_reader_cost: 0.01111 s, avg_batch_cost: 0.43181 s, 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+[2025/07/22 23:36:33] openrec INFO: epoch: [8/60], global_step: 12600, lr: 0.000492, loss: 0.427647, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.39443 s, avg_samples: 256.0, ips: 649.03727 samples/s, eta: 10:47:32 +[2025/07/22 23:36:37] openrec INFO: epoch: [8/60], global_step: 12610, lr: 0.000492, loss: 0.406762, avg_reader_cost: 0.01261 s, avg_batch_cost: 0.43316 s, avg_samples: 256.0, ips: 591.00743 samples/s, eta: 10:47:27 +[2025/07/22 23:36:41] openrec INFO: epoch: [8/60], global_step: 12620, lr: 0.000492, loss: 0.461368, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.38837 s, avg_samples: 256.0, ips: 659.16355 samples/s, eta: 10:47:19 +[2025/07/22 23:36:45] openrec INFO: epoch: [8/60], global_step: 12630, lr: 0.000492, loss: 0.445380, avg_reader_cost: 0.01172 s, avg_batch_cost: 0.41441 s, avg_samples: 256.0, ips: 617.75016 samples/s, eta: 10:47:12 +[2025/07/22 23:36:49] openrec INFO: epoch: [8/60], global_step: 12640, lr: 0.000492, loss: 0.433760, avg_reader_cost: 0.01016 s, 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[8/60], global_step: 12690, lr: 0.000492, loss: 0.430081, avg_reader_cost: 0.01016 s, avg_batch_cost: 0.43606 s, avg_samples: 256.0, ips: 587.07842 samples/s, eta: 10:46:32 +[2025/07/22 23:37:14] openrec INFO: epoch: [8/60], global_step: 12700, lr: 0.000492, loss: 0.461193, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.40769 s, avg_samples: 256.0, ips: 627.92779 samples/s, eta: 10:46:25 +[2025/07/22 23:37:18] openrec INFO: epoch: [8/60], global_step: 12710, lr: 0.000492, loss: 0.405234, avg_reader_cost: 0.01475 s, avg_batch_cost: 0.41950 s, avg_samples: 256.0, ips: 610.24625 samples/s, eta: 10:46:19 +[2025/07/22 23:37:22] openrec INFO: epoch: [8/60], global_step: 12720, lr: 0.000492, loss: 0.428965, avg_reader_cost: 0.01016 s, avg_batch_cost: 0.40747 s, avg_samples: 256.0, ips: 628.27257 samples/s, eta: 10:46:12 +[2025/07/22 23:37:26] openrec INFO: epoch: [8/60], global_step: 12730, lr: 0.000492, loss: 0.455948, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.40931 s, avg_samples: 256.0, 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+[2025/07/22 23:38:09] openrec INFO: epoch: [8/60], global_step: 12830, lr: 0.000492, loss: 0.428137, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.43363 s, avg_samples: 256.0, ips: 590.36299 samples/s, eta: 10:45:07 +[2025/07/22 23:38:13] openrec INFO: epoch: [8/60], global_step: 12840, lr: 0.000492, loss: 0.406713, avg_reader_cost: 0.01091 s, avg_batch_cost: 0.43005 s, avg_samples: 256.0, ips: 595.27940 samples/s, eta: 10:45:02 +[2025/07/22 23:38:17] openrec INFO: epoch: [8/60], global_step: 12850, lr: 0.000492, loss: 0.415209, avg_reader_cost: 0.01110 s, avg_batch_cost: 0.42915 s, avg_samples: 256.0, ips: 596.52662 samples/s, eta: 10:44:57 +[2025/07/22 23:38:21] openrec INFO: epoch: [8/60], global_step: 12860, lr: 0.000492, loss: 0.463609, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.39868 s, avg_samples: 256.0, ips: 642.11862 samples/s, eta: 10:44:49 +[2025/07/22 23:38:26] openrec INFO: epoch: [8/60], global_step: 12870, lr: 0.000492, loss: 0.464145, avg_reader_cost: 0.01034 s, 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[8/60], global_step: 12920, lr: 0.000492, loss: 0.483494, avg_reader_cost: 0.01140 s, avg_batch_cost: 0.44342 s, avg_samples: 256.0, ips: 577.33403 samples/s, eta: 10:44:15 +[2025/07/22 23:38:51] openrec INFO: epoch: [8/60], global_step: 12930, lr: 0.000492, loss: 0.434221, avg_reader_cost: 0.01615 s, avg_batch_cost: 0.42606 s, avg_samples: 256.0, ips: 600.85251 samples/s, eta: 10:44:10 +[2025/07/22 23:38:55] openrec INFO: epoch: [8/60], global_step: 12940, lr: 0.000492, loss: 0.381235, avg_reader_cost: 0.01120 s, avg_batch_cost: 0.40296 s, avg_samples: 256.0, ips: 635.29632 samples/s, eta: 10:44:03 +[2025/07/22 23:38:59] openrec INFO: epoch: [8/60], global_step: 12950, lr: 0.000492, loss: 0.435374, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.41972 s, avg_samples: 256.0, ips: 609.92360 samples/s, eta: 10:43:57 +[2025/07/22 23:39:04] openrec INFO: epoch: [8/60], global_step: 12960, lr: 0.000491, loss: 0.487202, avg_reader_cost: 0.01248 s, avg_batch_cost: 0.42126 s, avg_samples: 256.0, 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INFO: epoch: [8/60], global_step: 13090, lr: 0.000491, loss: 0.468565, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.40820 s, avg_samples: 256.0, ips: 627.13601 samples/s, eta: 10:42:48 +[2025/07/22 23:40:05] openrec INFO: epoch: [8/60], global_step: 13100, lr: 0.000491, loss: 0.432455, avg_reader_cost: 0.01365 s, avg_batch_cost: 0.41859 s, avg_samples: 256.0, ips: 611.57738 samples/s, eta: 10:42:42 +[2025/07/22 23:40:09] openrec INFO: epoch: [8/60], global_step: 13110, lr: 0.000491, loss: 0.427917, avg_reader_cost: 0.01191 s, avg_batch_cost: 0.38647 s, avg_samples: 256.0, ips: 662.39757 samples/s, eta: 10:42:34 +[2025/07/22 23:40:13] openrec INFO: epoch: [8/60], global_step: 13120, lr: 0.000491, loss: 0.460296, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.42590 s, avg_samples: 256.0, ips: 601.08467 samples/s, eta: 10:42:29 +[2025/07/22 23:40:17] openrec INFO: epoch: [8/60], global_step: 13130, lr: 0.000491, loss: 0.468144, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.37502 s, 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lr: 0.000491, loss: 0.464809, avg_reader_cost: 0.01097 s, avg_batch_cost: 0.40554 s, avg_samples: 256.0, ips: 631.25699 samples/s, eta: 10:41:43 +[2025/07/22 23:40:41] openrec INFO: epoch: [8/60], global_step: 13190, lr: 0.000491, loss: 0.474960, avg_reader_cost: 0.01104 s, avg_batch_cost: 0.39588 s, avg_samples: 256.0, ips: 646.66760 samples/s, eta: 10:41:36 +[2025/07/22 23:40:45] openrec INFO: epoch: [8/60], global_step: 13200, lr: 0.000491, loss: 0.435994, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.43160 s, avg_samples: 256.0, ips: 593.13679 samples/s, eta: 10:41:30 +[2025/07/22 23:40:49] openrec INFO: epoch: [8/60], global_step: 13210, lr: 0.000491, loss: 0.437512, avg_reader_cost: 0.01099 s, avg_batch_cost: 0.43304 s, avg_samples: 256.0, ips: 591.16853 samples/s, eta: 10:41:25 +[2025/07/22 23:40:54] openrec INFO: epoch: [8/60], global_step: 13220, lr: 0.000491, loss: 0.477367, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.42618 s, avg_samples: 256.0, ips: 600.68532 samples/s, eta: 10:41:20 +[2025/07/22 23:40:58] openrec INFO: epoch: [8/60], global_step: 13230, lr: 0.000491, loss: 0.461431, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.39169 s, avg_samples: 256.0, ips: 653.57842 samples/s, eta: 10:41:12 +[2025/07/22 23:41:02] openrec INFO: epoch: [8/60], global_step: 13240, lr: 0.000491, loss: 0.421865, avg_reader_cost: 0.01216 s, avg_batch_cost: 0.40348 s, avg_samples: 256.0, ips: 634.47810 samples/s, eta: 10:41:05 +[2025/07/22 23:41:06] openrec INFO: epoch: [8/60], global_step: 13250, lr: 0.000491, loss: 0.387138, avg_reader_cost: 0.01265 s, avg_batch_cost: 0.42078 s, avg_samples: 256.0, ips: 608.39588 samples/s, eta: 10:40:59 +[2025/07/22 23:41:10] openrec INFO: epoch: [8/60], global_step: 13260, lr: 0.000491, loss: 0.431095, avg_reader_cost: 0.01077 s, avg_batch_cost: 0.42934 s, avg_samples: 256.0, ips: 596.26081 samples/s, eta: 10:40:54 +[2025/07/22 23:41:14] openrec INFO: epoch: [8/60], global_step: 13270, lr: 0.000491, loss: 0.475958, avg_reader_cost: 0.01102 s, avg_batch_cost: 0.41349 s, avg_samples: 256.0, ips: 619.12698 samples/s, eta: 10:40:48 +[2025/07/22 23:41:19] openrec INFO: epoch: [8/60], global_step: 13280, lr: 0.000491, loss: 0.466764, avg_reader_cost: 0.01346 s, avg_batch_cost: 0.44006 s, avg_samples: 256.0, ips: 581.74352 samples/s, eta: 10:40:43 +[2025/07/22 23:41:23] openrec INFO: epoch: [8/60], global_step: 13290, lr: 0.000491, loss: 0.460191, avg_reader_cost: 0.01099 s, avg_batch_cost: 0.42612 s, avg_samples: 256.0, ips: 600.76305 samples/s, eta: 10:40:38 +[2025/07/22 23:41:27] openrec INFO: epoch: [8/60], global_step: 13300, lr: 0.000491, loss: 0.452379, avg_reader_cost: 0.01105 s, avg_batch_cost: 0.43288 s, avg_samples: 256.0, ips: 591.38173 samples/s, eta: 10:40:33 +[2025/07/22 23:41:31] openrec INFO: epoch: [8/60], global_step: 13310, lr: 0.000491, loss: 0.456735, avg_reader_cost: 0.01150 s, avg_batch_cost: 0.41821 s, avg_samples: 256.0, ips: 612.13188 samples/s, eta: 10:40:27 +[2025/07/22 23:41:36] openrec INFO: epoch: [8/60], global_step: 13320, lr: 0.000491, loss: 0.463252, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.40729 s, avg_samples: 256.0, ips: 628.54848 samples/s, eta: 10:40:20 +[2025/07/22 23:41:40] openrec INFO: epoch: [8/60], global_step: 13330, lr: 0.000491, loss: 0.440862, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.41463 s, avg_samples: 256.0, ips: 617.41345 samples/s, eta: 10:40:14 +[2025/07/22 23:41:44] openrec INFO: epoch: [8/60], global_step: 13340, lr: 0.000491, loss: 0.461595, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.43085 s, avg_samples: 256.0, ips: 594.16818 samples/s, eta: 10:40:09 +[2025/07/22 23:41:48] openrec INFO: epoch: [8/60], global_step: 13350, lr: 0.000491, loss: 0.463286, avg_reader_cost: 0.01100 s, avg_batch_cost: 0.40879 s, avg_samples: 256.0, ips: 626.23243 samples/s, eta: 10:40:02 +[2025/07/22 23:41:52] openrec INFO: epoch: [8/60], global_step: 13360, lr: 0.000491, loss: 0.459623, avg_reader_cost: 0.01072 s, avg_batch_cost: 0.42934 s, avg_samples: 256.0, ips: 596.26548 samples/s, eta: 10:39:57 +[2025/07/22 23:41:56] openrec INFO: epoch: [8/60], global_step: 13368, lr: 0.000491, loss: 0.479475, avg_reader_cost: 0.00895 s, avg_batch_cost: 0.35321 s, avg_samples: 204.8, ips: 579.82649 samples/s, eta: 10:39:53 +[2025/07/22 23:42:12] openrec INFO: cur metric, acc: 0.9111479016126547, norm_edit_dis: 0.9696344965220369, num_samples: 7248, fps: 495.2165572895593 +[2025/07/22 23:42:12] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 23:42:12] openrec INFO: best metric, acc: 0.9111479016126547, norm_edit_dis: 0.9696344965220369, num_samples: 7248, fps: 495.2165572895593, best_epoch: 8 +[2025/07/22 23:42:14] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/22 23:42:14] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep9/gpu2_ep9 +[2025/07/22 23:42:14] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep9/gpu0_ep9 +[2025/07/22 23:42:14] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep9/gpu1_ep9 +[2025/07/22 23:42:14] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep9/gpu3_ep9 +[2025/07/22 23:42:23] openrec INFO: 0 +[2025/07/22 23:42:23] openrec INFO: 789125 +[2025/07/22 23:42:23] openrec INFO: 961423 +[2025/07/22 23:42:23] openrec INFO: 667002 +[2025/07/22 23:42:23] openrec INFO: 997874 +[2025/07/22 23:42:27] openrec INFO: epoch: [9/60], global_step: 13370, lr: 0.000491, loss: 0.467358, avg_reader_cost: 3.03778 s, avg_batch_cost: 3.11425 s, avg_samples: 51.2, ips: 16.44056 samples/s, eta: 10:43:09 +[2025/07/22 23:42:31] openrec INFO: epoch: [9/60], global_step: 13380, lr: 0.000491, loss: 0.444508, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.35821 s, avg_samples: 256.0, ips: 714.65784 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avg_reader_cost: 0.01553 s, avg_batch_cost: 0.43062 s, avg_samples: 256.0, ips: 594.49831 samples/s, eta: 10:42:27 +[2025/07/22 23:42:56] openrec INFO: epoch: [9/60], global_step: 13440, lr: 0.000490, loss: 0.392988, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.42244 s, avg_samples: 256.0, ips: 606.00376 samples/s, eta: 10:42:21 +[2025/07/22 23:43:00] openrec INFO: epoch: [9/60], global_step: 13450, lr: 0.000490, loss: 0.415164, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.42778 s, avg_samples: 256.0, ips: 598.44337 samples/s, eta: 10:42:15 +[2025/07/22 23:43:04] openrec INFO: epoch: [9/60], global_step: 13460, lr: 0.000490, loss: 0.416609, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.44091 s, avg_samples: 256.0, ips: 580.61537 samples/s, eta: 10:42:11 +[2025/07/22 23:43:09] openrec INFO: epoch: [9/60], global_step: 13470, lr: 0.000490, loss: 0.434838, avg_reader_cost: 0.01110 s, avg_batch_cost: 0.43161 s, avg_samples: 256.0, ips: 593.13037 samples/s, eta: 10:42:05 +[2025/07/22 23:43:13] openrec INFO: epoch: [9/60], global_step: 13480, lr: 0.000490, loss: 0.480630, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.42740 s, avg_samples: 256.0, ips: 598.97407 samples/s, eta: 10:42:00 +[2025/07/22 23:43:17] openrec INFO: epoch: [9/60], global_step: 13490, lr: 0.000490, loss: 0.471267, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.43434 s, avg_samples: 256.0, ips: 589.40557 samples/s, eta: 10:41:55 +[2025/07/22 23:43:22] openrec INFO: epoch: [9/60], global_step: 13500, lr: 0.000490, loss: 0.445586, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.43134 s, avg_samples: 256.0, ips: 593.50175 samples/s, eta: 10:41:49 +[2025/07/22 23:43:25] openrec INFO: cur metric, acc: 0.906594921486486, norm_edit_dis: 0.9676821892196769, num_samples: 7248, fps: 2816.8116128525335 +[2025/07/22 23:43:25] openrec INFO: best metric, acc: 0.9111479016126547, norm_edit_dis: 0.9696344965220369, num_samples: 7248, fps: 495.2165572895593, best_epoch: 8 +[2025/07/22 23:43:29] openrec INFO: epoch: [9/60], global_step: 13510, lr: 0.000490, loss: 0.432521, avg_reader_cost: 0.35600 s, avg_batch_cost: 0.76224 s, avg_samples: 256.0, ips: 335.85385 samples/s, eta: 10:42:05 +[2025/07/22 23:43:34] openrec INFO: epoch: [9/60], global_step: 13520, lr: 0.000490, loss: 0.480166, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.42815 s, avg_samples: 256.0, ips: 597.91838 samples/s, eta: 10:42:00 +[2025/07/22 23:43:38] openrec INFO: epoch: [9/60], global_step: 13530, lr: 0.000490, loss: 0.439735, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.42372 s, avg_samples: 256.0, ips: 604.16889 samples/s, eta: 10:41:54 +[2025/07/22 23:43:42] openrec INFO: epoch: [9/60], global_step: 13540, lr: 0.000490, loss: 0.403792, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.40816 s, avg_samples: 256.0, ips: 627.20634 samples/s, eta: 10:41:47 +[2025/07/22 23:43:46] openrec INFO: epoch: [9/60], global_step: 13550, lr: 0.000490, loss: 0.408924, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.42614 s, avg_samples: 256.0, 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+[2025/07/22 23:44:29] openrec INFO: epoch: [9/60], global_step: 13650, lr: 0.000490, loss: 0.470723, avg_reader_cost: 0.01220 s, avg_batch_cost: 0.40582 s, avg_samples: 256.0, ips: 630.81530 samples/s, eta: 10:40:45 +[2025/07/22 23:44:33] openrec INFO: epoch: [9/60], global_step: 13660, lr: 0.000490, loss: 0.492827, avg_reader_cost: 0.01125 s, avg_batch_cost: 0.43453 s, avg_samples: 256.0, ips: 589.14330 samples/s, eta: 10:40:40 +[2025/07/22 23:44:37] openrec INFO: epoch: [9/60], global_step: 13670, lr: 0.000490, loss: 0.455985, avg_reader_cost: 0.01163 s, avg_batch_cost: 0.43052 s, avg_samples: 256.0, ips: 594.62964 samples/s, eta: 10:40:35 +[2025/07/22 23:44:42] openrec INFO: epoch: [9/60], global_step: 13680, lr: 0.000490, loss: 0.424997, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.40351 s, avg_samples: 256.0, ips: 634.42644 samples/s, eta: 10:40:28 +[2025/07/22 23:44:46] openrec INFO: epoch: [9/60], global_step: 13690, lr: 0.000490, loss: 0.381598, avg_reader_cost: 0.01233 s, 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[9/60], global_step: 13740, lr: 0.000490, loss: 0.397890, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.43402 s, avg_samples: 256.0, ips: 589.83876 samples/s, eta: 10:39:55 +[2025/07/22 23:45:12] openrec INFO: epoch: [9/60], global_step: 13750, lr: 0.000490, loss: 0.458995, avg_reader_cost: 0.01112 s, avg_batch_cost: 0.44271 s, avg_samples: 256.0, ips: 578.25074 samples/s, eta: 10:39:51 +[2025/07/22 23:45:16] openrec INFO: epoch: [9/60], global_step: 13760, lr: 0.000490, loss: 0.476910, avg_reader_cost: 0.01185 s, avg_batch_cost: 0.42474 s, avg_samples: 256.0, ips: 602.72034 samples/s, eta: 10:39:45 +[2025/07/22 23:45:20] openrec INFO: epoch: [9/60], global_step: 13770, lr: 0.000490, loss: 0.477085, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.43586 s, avg_samples: 256.0, ips: 587.34952 samples/s, eta: 10:39:40 +[2025/07/22 23:45:25] openrec INFO: epoch: [9/60], global_step: 13780, lr: 0.000490, loss: 0.425478, avg_reader_cost: 0.01078 s, avg_batch_cost: 0.43974 s, avg_samples: 256.0, 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0.441826, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.42748 s, avg_samples: 256.0, ips: 598.86403 samples/s, eta: 10:39:09 +[2025/07/22 23:45:51] openrec INFO: epoch: [9/60], global_step: 13840, lr: 0.000490, loss: 0.409586, avg_reader_cost: 0.01296 s, avg_batch_cost: 0.43497 s, avg_samples: 256.0, ips: 588.54408 samples/s, eta: 10:39:04 +[2025/07/22 23:45:55] openrec INFO: epoch: [9/60], global_step: 13850, lr: 0.000489, loss: 0.390877, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.43790 s, avg_samples: 256.0, ips: 584.61320 samples/s, eta: 10:38:59 +[2025/07/22 23:45:59] openrec INFO: epoch: [9/60], global_step: 13860, lr: 0.000489, loss: 0.437097, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.42373 s, avg_samples: 256.0, ips: 604.15458 samples/s, eta: 10:38:53 +[2025/07/22 23:46:04] openrec INFO: epoch: [9/60], global_step: 13870, lr: 0.000489, loss: 0.429464, avg_reader_cost: 0.01064 s, avg_batch_cost: 0.43421 s, avg_samples: 256.0, ips: 589.58244 samples/s, eta: 10:38:48 +[2025/07/22 23:46:08] openrec INFO: epoch: [9/60], global_step: 13880, lr: 0.000489, loss: 0.420123, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.43609 s, avg_samples: 256.0, ips: 587.03001 samples/s, eta: 10:38:43 +[2025/07/22 23:46:12] openrec INFO: epoch: [9/60], global_step: 13890, lr: 0.000489, loss: 0.441743, avg_reader_cost: 0.01062 s, avg_batch_cost: 0.42893 s, avg_samples: 256.0, ips: 596.83820 samples/s, eta: 10:38:38 +[2025/07/22 23:46:17] openrec INFO: epoch: [9/60], global_step: 13900, lr: 0.000489, loss: 0.454081, avg_reader_cost: 0.01063 s, avg_batch_cost: 0.43380 s, avg_samples: 256.0, ips: 590.13473 samples/s, eta: 10:38:33 +[2025/07/22 23:46:21] openrec INFO: epoch: [9/60], global_step: 13910, lr: 0.000489, loss: 0.441273, avg_reader_cost: 0.01093 s, avg_batch_cost: 0.42120 s, avg_samples: 256.0, ips: 607.78409 samples/s, eta: 10:38:27 +[2025/07/22 23:46:25] openrec INFO: epoch: [9/60], global_step: 13920, lr: 0.000489, loss: 0.402279, avg_reader_cost: 0.01086 s, 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[9/60], global_step: 13970, lr: 0.000489, loss: 0.462383, avg_reader_cost: 0.01080 s, avg_batch_cost: 0.44026 s, avg_samples: 256.0, ips: 581.47073 samples/s, eta: 10:37:57 +[2025/07/22 23:46:51] openrec INFO: epoch: [9/60], global_step: 13980, lr: 0.000489, loss: 0.456473, avg_reader_cost: 0.01081 s, avg_batch_cost: 0.42775 s, avg_samples: 256.0, ips: 598.47436 samples/s, eta: 10:37:51 +[2025/07/22 23:46:56] openrec INFO: epoch: [9/60], global_step: 13990, lr: 0.000489, loss: 0.420742, avg_reader_cost: 0.01082 s, avg_batch_cost: 0.42503 s, avg_samples: 256.0, ips: 602.31567 samples/s, eta: 10:37:46 +[2025/07/22 23:47:00] openrec INFO: epoch: [9/60], global_step: 14000, lr: 0.000489, loss: 0.387597, avg_reader_cost: 0.01115 s, avg_batch_cost: 0.42682 s, avg_samples: 256.0, ips: 599.78523 samples/s, eta: 10:37:40 +[2025/07/22 23:47:03] openrec INFO: cur metric, acc: 0.9104580561389928, norm_edit_dis: 0.968083235289946, num_samples: 7248, fps: 2828.459120025255 +[2025/07/22 23:47:03] openrec INFO: best metric, acc: 0.9111479016126547, norm_edit_dis: 0.9696344965220369, num_samples: 7248, fps: 495.2165572895593, best_epoch: 8 +[2025/07/22 23:47:08] openrec INFO: epoch: [9/60], global_step: 14010, lr: 0.000489, loss: 0.399210, avg_reader_cost: 0.35388 s, avg_batch_cost: 0.76507 s, avg_samples: 256.0, ips: 334.61041 samples/s, eta: 10:37:55 +[2025/07/22 23:47:12] openrec INFO: epoch: [9/60], global_step: 14020, lr: 0.000489, loss: 0.396020, avg_reader_cost: 0.01354 s, avg_batch_cost: 0.42753 s, avg_samples: 256.0, ips: 598.78241 samples/s, eta: 10:37:50 +[2025/07/22 23:47:16] openrec INFO: epoch: [9/60], global_step: 14030, lr: 0.000489, loss: 0.386835, avg_reader_cost: 0.01038 s, avg_batch_cost: 0.43899 s, avg_samples: 256.0, ips: 583.15141 samples/s, eta: 10:37:45 +[2025/07/22 23:47:21] openrec INFO: epoch: [9/60], global_step: 14040, lr: 0.000489, loss: 0.433085, avg_reader_cost: 0.01079 s, avg_batch_cost: 0.43066 s, avg_samples: 256.0, ips: 594.44252 samples/s, eta: 10:37:40 +[2025/07/22 23:47:25] openrec INFO: epoch: [9/60], global_step: 14050, lr: 0.000489, loss: 0.413558, avg_reader_cost: 0.01297 s, avg_batch_cost: 0.43386 s, avg_samples: 256.0, ips: 590.05363 samples/s, eta: 10:37:35 +[2025/07/22 23:47:29] openrec INFO: epoch: [9/60], global_step: 14060, lr: 0.000489, loss: 0.386647, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.41996 s, avg_samples: 256.0, ips: 609.58678 samples/s, eta: 10:37:29 +[2025/07/22 23:47:33] openrec INFO: epoch: [9/60], global_step: 14070, lr: 0.000489, loss: 0.392780, avg_reader_cost: 0.01136 s, avg_batch_cost: 0.42366 s, avg_samples: 256.0, ips: 604.25688 samples/s, eta: 10:37:23 +[2025/07/22 23:47:38] openrec INFO: epoch: [9/60], global_step: 14080, lr: 0.000489, loss: 0.355373, avg_reader_cost: 0.01183 s, avg_batch_cost: 0.43163 s, avg_samples: 256.0, ips: 593.10609 samples/s, eta: 10:37:18 +[2025/07/22 23:47:42] openrec INFO: epoch: [9/60], global_step: 14090, lr: 0.000489, loss: 0.369619, avg_reader_cost: 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INFO: epoch: [9/60], global_step: 14140, lr: 0.000489, loss: 0.450985, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.42983 s, avg_samples: 256.0, ips: 595.59038 samples/s, eta: 10:36:47 +[2025/07/22 23:48:08] openrec INFO: epoch: [9/60], global_step: 14150, lr: 0.000489, loss: 0.459141, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.43905 s, avg_samples: 256.0, ips: 583.07091 samples/s, eta: 10:36:42 +[2025/07/22 23:48:12] openrec INFO: epoch: [9/60], global_step: 14160, lr: 0.000489, loss: 0.411770, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.42154 s, avg_samples: 256.0, ips: 607.29125 samples/s, eta: 10:36:37 +[2025/07/22 23:48:17] openrec INFO: epoch: [9/60], global_step: 14170, lr: 0.000489, loss: 0.392204, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.43282 s, avg_samples: 256.0, ips: 591.46310 samples/s, eta: 10:36:31 +[2025/07/22 23:48:21] openrec INFO: epoch: [9/60], global_step: 14180, lr: 0.000489, loss: 0.441544, avg_reader_cost: 0.01104 s, avg_batch_cost: 0.44026 s, 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eta: 10:35:40 +[2025/07/22 23:49:04] openrec INFO: epoch: [9/60], global_step: 14280, lr: 0.000488, loss: 0.400522, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.43432 s, avg_samples: 256.0, ips: 589.43156 samples/s, eta: 10:35:35 +[2025/07/22 23:49:09] openrec INFO: epoch: [9/60], global_step: 14290, lr: 0.000488, loss: 0.425143, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.42216 s, avg_samples: 256.0, ips: 606.41025 samples/s, eta: 10:35:29 +[2025/07/22 23:49:13] openrec INFO: epoch: [9/60], global_step: 14300, lr: 0.000488, loss: 0.401806, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.43629 s, avg_samples: 256.0, ips: 586.76440 samples/s, eta: 10:35:24 +[2025/07/22 23:49:17] openrec INFO: epoch: [9/60], global_step: 14310, lr: 0.000488, loss: 0.400965, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.43438 s, avg_samples: 256.0, ips: 589.34469 samples/s, eta: 10:35:19 +[2025/07/22 23:49:22] openrec INFO: epoch: [9/60], global_step: 14320, lr: 0.000488, loss: 0.433168, avg_reader_cost: 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INFO: epoch: [9/60], global_step: 14370, lr: 0.000488, loss: 0.453244, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.43725 s, avg_samples: 256.0, ips: 585.48397 samples/s, eta: 10:34:48 +[2025/07/22 23:49:48] openrec INFO: epoch: [9/60], global_step: 14380, lr: 0.000488, loss: 0.470472, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.43743 s, avg_samples: 256.0, ips: 585.24010 samples/s, eta: 10:34:44 +[2025/07/22 23:49:52] openrec INFO: epoch: [9/60], global_step: 14390, lr: 0.000488, loss: 0.445689, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.42567 s, avg_samples: 256.0, ips: 601.40295 samples/s, eta: 10:34:38 +[2025/07/22 23:49:56] openrec INFO: epoch: [9/60], global_step: 14400, lr: 0.000488, loss: 0.439675, avg_reader_cost: 0.01092 s, avg_batch_cost: 0.43835 s, avg_samples: 256.0, ips: 584.01385 samples/s, eta: 10:34:33 +[2025/07/22 23:50:01] openrec INFO: epoch: [9/60], global_step: 14410, lr: 0.000488, loss: 0.407335, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.43250 s, 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lr: 0.000488, loss: 0.417957, avg_reader_cost: 0.01097 s, avg_batch_cost: 0.43563 s, avg_samples: 256.0, ips: 587.66021 samples/s, eta: 10:34:03 +[2025/07/22 23:50:27] openrec INFO: epoch: [9/60], global_step: 14470, lr: 0.000488, loss: 0.435854, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.42229 s, avg_samples: 256.0, ips: 606.21849 samples/s, eta: 10:33:57 +[2025/07/22 23:50:31] openrec INFO: epoch: [9/60], global_step: 14480, lr: 0.000488, loss: 0.420788, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.42570 s, avg_samples: 256.0, ips: 601.36651 samples/s, eta: 10:33:52 +[2025/07/22 23:50:35] openrec INFO: epoch: [9/60], global_step: 14490, lr: 0.000488, loss: 0.404621, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.42832 s, avg_samples: 256.0, ips: 597.67851 samples/s, eta: 10:33:47 +[2025/07/22 23:50:40] openrec INFO: epoch: [9/60], global_step: 14500, lr: 0.000488, loss: 0.396965, avg_reader_cost: 0.01096 s, avg_batch_cost: 0.42530 s, avg_samples: 256.0, ips: 601.92312 samples/s, eta: 10:33:41 +[2025/07/22 23:50:43] openrec INFO: cur metric, acc: 0.9072847669601479, norm_edit_dis: 0.9668009531985132, num_samples: 7248, fps: 2825.9812622653517 +[2025/07/22 23:50:43] openrec INFO: best metric, acc: 0.9111479016126547, norm_edit_dis: 0.9696344965220369, num_samples: 7248, fps: 495.2165572895593, best_epoch: 8 +[2025/07/22 23:50:47] openrec INFO: epoch: [9/60], global_step: 14510, lr: 0.000488, loss: 0.433586, avg_reader_cost: 0.36490 s, avg_batch_cost: 0.78737 s, avg_samples: 256.0, ips: 325.13264 samples/s, eta: 10:33:57 +[2025/07/22 23:50:52] openrec INFO: epoch: [9/60], global_step: 14520, lr: 0.000488, loss: 0.435623, avg_reader_cost: 0.01132 s, avg_batch_cost: 0.42723 s, avg_samples: 256.0, ips: 599.21213 samples/s, eta: 10:33:51 +[2025/07/22 23:50:56] openrec INFO: epoch: [9/60], global_step: 14530, lr: 0.000488, loss: 0.398383, avg_reader_cost: 0.01298 s, avg_batch_cost: 0.43205 s, avg_samples: 256.0, ips: 592.52099 samples/s, eta: 10:33:46 +[2025/07/22 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global_step: 14630, lr: 0.000488, loss: 0.398697, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.43550 s, avg_samples: 256.0, ips: 587.83143 samples/s, eta: 10:32:55 +[2025/07/22 23:51:44] openrec INFO: epoch: [9/60], global_step: 14640, lr: 0.000488, loss: 0.402030, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.43129 s, avg_samples: 256.0, ips: 593.57495 samples/s, eta: 10:32:50 +[2025/07/22 23:51:48] openrec INFO: epoch: [9/60], global_step: 14650, lr: 0.000488, loss: 0.416033, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.42111 s, avg_samples: 256.0, ips: 607.91540 samples/s, eta: 10:32:44 +[2025/07/22 23:51:52] openrec INFO: epoch: [9/60], global_step: 14660, lr: 0.000487, loss: 0.447982, avg_reader_cost: 0.01458 s, avg_batch_cost: 0.43226 s, avg_samples: 256.0, ips: 592.23610 samples/s, eta: 10:32:39 +[2025/07/22 23:51:57] openrec INFO: epoch: [9/60], global_step: 14670, lr: 0.000487, loss: 0.395607, avg_reader_cost: 0.01300 s, avg_batch_cost: 0.43333 s, avg_samples: 256.0, ips: 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0.415764, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.43932 s, avg_samples: 256.0, ips: 582.71363 samples/s, eta: 10:32:08 +[2025/07/22 23:52:22] openrec INFO: epoch: [9/60], global_step: 14730, lr: 0.000487, loss: 0.427869, avg_reader_cost: 0.01038 s, avg_batch_cost: 0.42744 s, avg_samples: 256.0, ips: 598.90872 samples/s, eta: 10:32:03 +[2025/07/22 23:52:27] openrec INFO: epoch: [9/60], global_step: 14740, lr: 0.000487, loss: 0.433943, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.42500 s, avg_samples: 256.0, ips: 602.35632 samples/s, eta: 10:31:57 +[2025/07/22 23:52:31] openrec INFO: epoch: [9/60], global_step: 14750, lr: 0.000487, loss: 0.438697, avg_reader_cost: 0.01133 s, avg_batch_cost: 0.43067 s, avg_samples: 256.0, ips: 594.42817 samples/s, eta: 10:31:52 +[2025/07/22 23:52:35] openrec INFO: epoch: [9/60], global_step: 14760, lr: 0.000487, loss: 0.427819, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.43338 s, avg_samples: 256.0, ips: 590.69904 samples/s, eta: 10:31:47 +[2025/07/22 23:52:40] openrec INFO: epoch: [9/60], global_step: 14770, lr: 0.000487, loss: 0.362753, avg_reader_cost: 0.01086 s, avg_batch_cost: 0.42672 s, avg_samples: 256.0, ips: 599.92059 samples/s, eta: 10:31:42 +[2025/07/22 23:52:44] openrec INFO: epoch: [9/60], global_step: 14780, lr: 0.000487, loss: 0.397017, avg_reader_cost: 0.01064 s, avg_batch_cost: 0.42122 s, avg_samples: 256.0, ips: 607.76421 samples/s, eta: 10:31:36 +[2025/07/22 23:52:48] openrec INFO: epoch: [9/60], global_step: 14790, lr: 0.000487, loss: 0.392508, avg_reader_cost: 0.01102 s, avg_batch_cost: 0.43247 s, avg_samples: 256.0, ips: 591.94624 samples/s, eta: 10:31:31 +[2025/07/22 23:52:53] openrec INFO: epoch: [9/60], global_step: 14800, lr: 0.000487, loss: 0.373929, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.43357 s, avg_samples: 256.0, ips: 590.44097 samples/s, eta: 10:31:26 +[2025/07/22 23:52:57] openrec INFO: epoch: [9/60], global_step: 14810, lr: 0.000487, loss: 0.414725, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.42771 s, avg_samples: 256.0, ips: 598.53047 samples/s, eta: 10:31:20 +[2025/07/22 23:53:01] openrec INFO: epoch: [9/60], global_step: 14820, lr: 0.000487, loss: 0.403008, avg_reader_cost: 0.01274 s, avg_batch_cost: 0.42600 s, avg_samples: 256.0, ips: 600.93396 samples/s, eta: 10:31:15 +[2025/07/22 23:53:05] openrec INFO: epoch: [9/60], global_step: 14830, lr: 0.000487, loss: 0.365132, avg_reader_cost: 0.01202 s, avg_batch_cost: 0.42499 s, avg_samples: 256.0, ips: 602.36524 samples/s, eta: 10:31:09 +[2025/07/22 23:53:10] openrec INFO: epoch: [9/60], global_step: 14840, lr: 0.000487, loss: 0.348400, avg_reader_cost: 0.01109 s, avg_batch_cost: 0.42566 s, avg_samples: 256.0, ips: 601.42502 samples/s, eta: 10:31:04 +[2025/07/22 23:53:14] openrec INFO: epoch: [9/60], global_step: 14850, lr: 0.000487, loss: 0.395664, avg_reader_cost: 0.01220 s, avg_batch_cost: 0.42622 s, avg_samples: 256.0, ips: 600.62356 samples/s, eta: 10:30:59 +[2025/07/22 23:53:18] openrec INFO: epoch: [9/60], global_step: 14860, lr: 0.000487, loss: 0.426262, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.42254 s, avg_samples: 256.0, ips: 605.85471 samples/s, eta: 10:30:53 +[2025/07/22 23:53:22] openrec INFO: epoch: [9/60], global_step: 14870, lr: 0.000487, loss: 0.420337, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.42156 s, avg_samples: 256.0, ips: 607.26113 samples/s, eta: 10:30:47 +[2025/07/22 23:53:27] openrec INFO: epoch: [9/60], global_step: 14880, lr: 0.000487, loss: 0.432298, avg_reader_cost: 0.01243 s, avg_batch_cost: 0.43399 s, avg_samples: 256.0, ips: 589.87797 samples/s, eta: 10:30:42 +[2025/07/22 23:53:31] openrec INFO: epoch: [9/60], global_step: 14890, lr: 0.000487, loss: 0.429824, avg_reader_cost: 0.01117 s, avg_batch_cost: 0.43598 s, avg_samples: 256.0, ips: 587.18032 samples/s, eta: 10:30:37 +[2025/07/22 23:53:35] openrec INFO: epoch: [9/60], global_step: 14900, lr: 0.000487, loss: 0.419912, avg_reader_cost: 0.01738 s, avg_batch_cost: 0.43538 s, avg_samples: 256.0, ips: 587.99251 samples/s, eta: 10:30:33 +[2025/07/22 23:53:40] openrec INFO: epoch: [9/60], global_step: 14910, lr: 0.000487, loss: 0.396030, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.43442 s, avg_samples: 256.0, ips: 589.28482 samples/s, eta: 10:30:28 +[2025/07/22 23:53:44] openrec INFO: epoch: [9/60], global_step: 14920, lr: 0.000487, loss: 0.398584, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.43350 s, avg_samples: 256.0, ips: 590.54794 samples/s, eta: 10:30:23 +[2025/07/22 23:53:48] openrec INFO: epoch: [9/60], global_step: 14930, lr: 0.000487, loss: 0.398604, avg_reader_cost: 0.01239 s, avg_batch_cost: 0.42909 s, avg_samples: 256.0, ips: 596.61415 samples/s, eta: 10:30:17 +[2025/07/22 23:53:53] openrec INFO: epoch: [9/60], global_step: 14940, lr: 0.000487, loss: 0.394988, avg_reader_cost: 0.01266 s, avg_batch_cost: 0.42599 s, avg_samples: 256.0, ips: 600.95690 samples/s, eta: 10:30:12 +[2025/07/22 23:53:57] openrec INFO: epoch: [9/60], global_step: 14950, lr: 0.000487, loss: 0.387743, avg_reader_cost: 0.01213 s, avg_batch_cost: 0.43553 s, avg_samples: 256.0, ips: 587.78783 samples/s, eta: 10:30:07 +[2025/07/22 23:54:01] openrec INFO: epoch: [9/60], global_step: 14960, lr: 0.000487, loss: 0.400924, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.43475 s, avg_samples: 256.0, ips: 588.84044 samples/s, eta: 10:30:02 +[2025/07/22 23:54:06] openrec INFO: epoch: [9/60], global_step: 14970, lr: 0.000487, loss: 0.434394, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.42895 s, avg_samples: 256.0, ips: 596.80496 samples/s, eta: 10:29:57 +[2025/07/22 23:54:10] openrec INFO: epoch: [9/60], global_step: 14980, lr: 0.000487, loss: 0.420693, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.43039 s, avg_samples: 256.0, ips: 594.80274 samples/s, eta: 10:29:52 +[2025/07/22 23:54:15] openrec INFO: epoch: [9/60], global_step: 14990, lr: 0.000487, loss: 0.436606, avg_reader_cost: 0.01124 s, avg_batch_cost: 0.44372 s, avg_samples: 256.0, ips: 576.94319 samples/s, eta: 10:29:47 +[2025/07/22 23:54:19] openrec INFO: epoch: [9/60], global_step: 15000, lr: 0.000487, loss: 0.403820, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.43461 s, avg_samples: 256.0, ips: 589.02763 samples/s, eta: 10:29:42 +[2025/07/22 23:54:22] openrec INFO: cur metric, acc: 0.9129414998441757, norm_edit_dis: 0.9691369108932604, num_samples: 7248, fps: 2775.8578651336056 +[2025/07/22 23:54:23] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/22 23:54:23] openrec INFO: best metric, acc: 0.9129414998441757, norm_edit_dis: 0.9691369108932604, num_samples: 7248, fps: 2775.8578651336056, best_epoch: 9 +[2025/07/22 23:54:27] openrec INFO: epoch: [9/60], global_step: 15010, lr: 0.000487, loss: 0.403820, avg_reader_cost: 0.41920 s, avg_batch_cost: 0.83091 s, avg_samples: 256.0, ips: 308.09601 samples/s, eta: 10:30:00 +[2025/07/22 23:54:32] openrec INFO: epoch: [9/60], global_step: 15020, lr: 0.000487, loss: 0.435307, avg_reader_cost: 0.01108 s, avg_batch_cost: 0.44056 s, avg_samples: 256.0, ips: 581.07550 samples/s, eta: 10:29:55 +[2025/07/22 23:54:36] openrec INFO: epoch: [9/60], global_step: 15030, lr: 0.000487, loss: 0.434349, avg_reader_cost: 0.01127 s, avg_batch_cost: 0.42577 s, avg_samples: 256.0, ips: 601.26888 samples/s, eta: 10:29:50 +[2025/07/22 23:54:39] openrec INFO: epoch: [9/60], global_step: 15038, lr: 0.000487, loss: 0.423881, avg_reader_cost: 0.00849 s, avg_batch_cost: 0.34804 s, avg_samples: 204.8, ips: 588.43640 samples/s, eta: 10:29:46 +[2025/07/22 23:54:54] openrec INFO: cur metric, acc: 0.9121136852757814, norm_edit_dis: 0.9681406960679753, num_samples: 7248, fps: 539.9521723142858 +[2025/07/22 23:54:54] openrec INFO: best metric, acc: 0.9129414998441757, norm_edit_dis: 0.9691369108932604, num_samples: 7248, fps: 2775.8578651336056, best_epoch: 9 +[2025/07/22 23:54:56] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/22 23:54:56] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep10/gpu1_ep10 +[2025/07/22 23:54:56] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep10/gpu2_ep10 +[2025/07/22 23:54:56] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep10/gpu0_ep10 +[2025/07/22 23:54:56] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep10/gpu3_ep10 +[2025/07/22 23:55:05] openrec INFO: 0 +[2025/07/22 23:55:05] openrec INFO: 790915 +[2025/07/22 23:55:05] openrec INFO: 961377 +[2025/07/22 23:55:05] openrec INFO: 668063 +[2025/07/22 23:55:05] openrec INFO: 997380 +[2025/07/22 23:55:08] openrec INFO: epoch: [10/60], global_step: 15040, lr: 0.000486, loss: 0.432547, avg_reader_cost: 2.78993 s, avg_batch_cost: 2.86601 s, avg_samples: 51.2, ips: 17.86453 samples/s, eta: 7:28:20 +[2025/07/22 23:55:12] openrec INFO: epoch: [10/60], global_step: 15050, lr: 0.000486, loss: 0.440135, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.42211 s, avg_samples: 256.0, ips: 606.48146 samples/s, eta: 7:28:15 +[2025/07/22 23:55:16] openrec INFO: epoch: [10/60], global_step: 15060, lr: 0.000486, loss: 0.420601, avg_reader_cost: 0.01079 s, avg_batch_cost: 0.41122 s, avg_samples: 256.0, ips: 622.53254 samples/s, eta: 7:28:09 +[2025/07/22 23:55:21] openrec INFO: epoch: [10/60], global_step: 15070, lr: 0.000486, loss: 0.412467, avg_reader_cost: 0.01064 s, avg_batch_cost: 0.43670 s, avg_samples: 256.0, ips: 586.21363 samples/s, eta: 7:28:04 +[2025/07/22 23:55:25] openrec INFO: epoch: [10/60], global_step: 15080, lr: 0.000486, loss: 0.426179, avg_reader_cost: 0.01097 s, avg_batch_cost: 0.42746 s, avg_samples: 256.0, ips: 598.88804 samples/s, eta: 7:27:59 +[2025/07/22 23:55:29] openrec INFO: epoch: [10/60], global_step: 15090, lr: 0.000486, loss: 0.419368, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.43243 s, avg_samples: 256.0, ips: 591.99715 samples/s, eta: 7:27:54 +[2025/07/22 23:55:34] openrec INFO: epoch: [10/60], global_step: 15100, lr: 0.000486, loss: 0.415115, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.44153 s, avg_samples: 256.0, ips: 579.80792 samples/s, eta: 7:27:49 +[2025/07/22 23:55:38] openrec INFO: epoch: [10/60], global_step: 15110, lr: 0.000486, loss: 0.417499, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.44401 s, avg_samples: 256.0, ips: 576.56985 samples/s, eta: 7:27:45 +[2025/07/22 23:55:43] openrec INFO: epoch: [10/60], global_step: 15120, lr: 0.000486, loss: 0.427459, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.44614 s, avg_samples: 256.0, ips: 573.81676 samples/s, eta: 7:27:40 +[2025/07/22 23:55:47] openrec INFO: epoch: [10/60], global_step: 15130, lr: 0.000486, loss: 0.446317, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.44144 s, avg_samples: 256.0, ips: 579.92185 samples/s, eta: 7:27:36 +[2025/07/22 23:55:52] openrec INFO: epoch: [10/60], global_step: 15140, lr: 0.000486, loss: 0.405869, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.44092 s, avg_samples: 256.0, ips: 580.60862 samples/s, eta: 7:27:31 +[2025/07/22 23:55:56] openrec INFO: epoch: [10/60], global_step: 15150, lr: 0.000486, loss: 0.454846, avg_reader_cost: 0.01068 s, avg_batch_cost: 0.43745 s, avg_samples: 256.0, ips: 585.20450 samples/s, eta: 7:27:26 +[2025/07/22 23:56:00] openrec INFO: epoch: [10/60], global_step: 15160, lr: 0.000486, loss: 0.450046, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.43840 s, avg_samples: 256.0, ips: 583.93912 samples/s, eta: 7:27:21 +[2025/07/22 23:56:05] openrec INFO: epoch: [10/60], global_step: 15170, lr: 0.000486, loss: 0.403863, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.43806 s, avg_samples: 256.0, ips: 584.38911 samples/s, eta: 7:27:17 +[2025/07/22 23:56:09] openrec INFO: epoch: [10/60], global_step: 15180, lr: 0.000486, loss: 0.433752, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.44497 s, avg_samples: 256.0, ips: 575.31822 samples/s, eta: 7:27:12 +[2025/07/22 23:56:14] openrec INFO: epoch: [10/60], global_step: 15190, lr: 0.000486, loss: 0.437165, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.43669 s, avg_samples: 256.0, ips: 586.23155 samples/s, eta: 7:27:07 +[2025/07/22 23:56:18] openrec INFO: epoch: [10/60], global_step: 15200, lr: 0.000486, loss: 0.440167, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.43556 s, avg_samples: 256.0, ips: 587.75559 samples/s, eta: 7:27:03 +[2025/07/22 23:56:22] openrec INFO: epoch: [10/60], global_step: 15210, lr: 0.000486, loss: 0.401624, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.44388 s, avg_samples: 256.0, ips: 576.72894 samples/s, eta: 7:26:58 +[2025/07/22 23:56:27] openrec INFO: epoch: [10/60], global_step: 15220, lr: 0.000486, loss: 0.396113, avg_reader_cost: 0.00916 s, avg_batch_cost: 0.44041 s, avg_samples: 256.0, ips: 581.27595 samples/s, eta: 7:26:53 +[2025/07/22 23:56:31] openrec INFO: epoch: [10/60], global_step: 15230, lr: 0.000486, loss: 0.431679, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.43893 s, avg_samples: 256.0, ips: 583.23326 samples/s, eta: 7:26:49 +[2025/07/22 23:56:36] openrec INFO: epoch: [10/60], global_step: 15240, lr: 0.000486, loss: 0.437659, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.44255 s, avg_samples: 256.0, ips: 578.46603 samples/s, eta: 7:26:44 +[2025/07/22 23:56:40] openrec INFO: epoch: [10/60], global_step: 15250, lr: 0.000486, loss: 0.435768, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.44173 s, avg_samples: 256.0, ips: 579.53816 samples/s, eta: 7:26:40 +[2025/07/22 23:56:44] openrec INFO: epoch: [10/60], global_step: 15260, lr: 0.000486, loss: 0.431426, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.42996 s, avg_samples: 256.0, ips: 595.41088 samples/s, eta: 7:26:34 +[2025/07/22 23:56:49] openrec INFO: epoch: [10/60], global_step: 15270, lr: 0.000486, loss: 0.436933, avg_reader_cost: 0.01038 s, avg_batch_cost: 0.44372 s, avg_samples: 256.0, ips: 576.94558 samples/s, eta: 7:26:30 +[2025/07/22 23:56:53] openrec INFO: epoch: [10/60], global_step: 15280, lr: 0.000486, loss: 0.436933, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.42829 s, avg_samples: 256.0, ips: 597.73128 samples/s, eta: 7:26:25 +[2025/07/22 23:56:58] openrec INFO: epoch: [10/60], global_step: 15290, lr: 0.000486, loss: 0.427828, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.43475 s, avg_samples: 256.0, ips: 588.83740 samples/s, eta: 7:26:20 +[2025/07/22 23:57:02] openrec INFO: epoch: [10/60], global_step: 15300, lr: 0.000486, loss: 0.431753, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.44332 s, avg_samples: 256.0, ips: 577.46618 samples/s, eta: 7:26:15 +[2025/07/22 23:57:06] openrec INFO: epoch: [10/60], global_step: 15310, lr: 0.000486, loss: 0.439350, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.42968 s, avg_samples: 256.0, ips: 595.78592 samples/s, eta: 7:26:10 +[2025/07/22 23:57:11] openrec INFO: epoch: [10/60], global_step: 15320, lr: 0.000486, loss: 0.451036, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.44037 s, avg_samples: 256.0, ips: 581.32696 samples/s, eta: 7:26:06 +[2025/07/22 23:57:15] openrec INFO: epoch: [10/60], global_step: 15330, lr: 0.000486, loss: 0.442803, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.43887 s, avg_samples: 256.0, ips: 583.31317 samples/s, eta: 7:26:01 +[2025/07/22 23:57:19] openrec INFO: epoch: [10/60], global_step: 15340, lr: 0.000486, loss: 0.410892, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.43709 s, avg_samples: 256.0, ips: 585.69721 samples/s, eta: 7:25:56 +[2025/07/22 23:57:24] openrec INFO: epoch: [10/60], global_step: 15350, lr: 0.000486, loss: 0.443343, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.43451 s, avg_samples: 256.0, ips: 589.17184 samples/s, eta: 7:25:51 +[2025/07/22 23:57:28] openrec INFO: epoch: [10/60], global_step: 15360, lr: 0.000486, loss: 0.462341, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.44417 s, avg_samples: 256.0, ips: 576.35569 samples/s, eta: 7:25:47 +[2025/07/22 23:57:33] openrec INFO: epoch: [10/60], global_step: 15370, lr: 0.000486, loss: 0.453712, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.44262 s, avg_samples: 256.0, ips: 578.37835 samples/s, eta: 7:25:42 +[2025/07/22 23:57:37] openrec INFO: epoch: [10/60], global_step: 15380, lr: 0.000486, loss: 0.458398, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.43730 s, avg_samples: 256.0, ips: 585.41374 samples/s, eta: 7:25:38 +[2025/07/22 23:57:42] openrec INFO: epoch: [10/60], global_step: 15390, lr: 0.000486, loss: 0.411454, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.43914 s, avg_samples: 256.0, ips: 582.95977 samples/s, eta: 7:25:33 +[2025/07/22 23:57:46] openrec INFO: epoch: [10/60], global_step: 15400, lr: 0.000486, loss: 0.439071, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.43565 s, avg_samples: 256.0, ips: 587.62769 samples/s, eta: 7:25:28 +[2025/07/22 23:57:50] openrec INFO: epoch: [10/60], global_step: 15410, lr: 0.000485, loss: 0.450030, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.43711 s, avg_samples: 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+[2025/07/22 23:58:34] openrec INFO: cur metric, acc: 0.911975716181049, norm_edit_dis: 0.9688391120763988, num_samples: 7248, fps: 2784.789180546727 +[2025/07/22 23:58:34] openrec INFO: best metric, acc: 0.9129414998441757, norm_edit_dis: 0.9691369108932604, num_samples: 7248, fps: 2775.8578651336056, best_epoch: 9 +[2025/07/22 23:58:38] openrec INFO: epoch: [10/60], global_step: 15510, lr: 0.000485, loss: 0.428121, avg_reader_cost: 0.37571 s, avg_batch_cost: 0.80217 s, avg_samples: 256.0, ips: 319.13467 samples/s, eta: 7:24:51 +[2025/07/22 23:58:42] openrec INFO: epoch: [10/60], global_step: 15520, lr: 0.000485, loss: 0.414867, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.42578 s, avg_samples: 256.0, ips: 601.25016 samples/s, eta: 7:24:46 +[2025/07/22 23:58:47] openrec INFO: epoch: [10/60], global_step: 15530, lr: 0.000485, loss: 0.408287, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.44618 s, avg_samples: 256.0, ips: 573.76197 samples/s, eta: 7:24:41 +[2025/07/22 23:58:51] openrec INFO: epoch: [10/60], global_step: 15540, lr: 0.000485, loss: 0.454332, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.43713 s, avg_samples: 256.0, ips: 585.63517 samples/s, eta: 7:24:37 +[2025/07/22 23:58:56] openrec INFO: epoch: [10/60], global_step: 15550, lr: 0.000485, loss: 0.448243, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.43749 s, avg_samples: 256.0, ips: 585.15188 samples/s, eta: 7:24:32 +[2025/07/22 23:59:00] openrec INFO: epoch: [10/60], global_step: 15560, lr: 0.000485, loss: 0.426569, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.44591 s, avg_samples: 256.0, ips: 574.10461 samples/s, eta: 7:24:27 +[2025/07/22 23:59:05] openrec INFO: epoch: [10/60], global_step: 15570, lr: 0.000485, loss: 0.423153, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.44265 s, avg_samples: 256.0, ips: 578.32869 samples/s, eta: 7:24:23 +[2025/07/22 23:59:09] openrec INFO: epoch: [10/60], global_step: 15580, lr: 0.000485, loss: 0.421570, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.43316 s, 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lr: 0.000485, loss: 0.414710, avg_reader_cost: 0.01072 s, avg_batch_cost: 0.44241 s, avg_samples: 256.0, ips: 578.64419 samples/s, eta: 7:23:55 +[2025/07/22 23:59:35] openrec INFO: epoch: [10/60], global_step: 15640, lr: 0.000485, loss: 0.425757, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.43798 s, avg_samples: 256.0, ips: 584.50672 samples/s, eta: 7:23:50 +[2025/07/22 23:59:40] openrec INFO: epoch: [10/60], global_step: 15650, lr: 0.000485, loss: 0.429293, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.44130 s, avg_samples: 256.0, ips: 580.10986 samples/s, eta: 7:23:45 +[2025/07/22 23:59:44] openrec INFO: epoch: [10/60], global_step: 15660, lr: 0.000485, loss: 0.421497, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.43631 s, avg_samples: 256.0, ips: 586.74436 samples/s, eta: 7:23:41 +[2025/07/22 23:59:49] openrec INFO: epoch: [10/60], global_step: 15670, lr: 0.000485, loss: 0.404103, avg_reader_cost: 0.01038 s, avg_batch_cost: 0.44437 s, avg_samples: 256.0, ips: 576.09887 samples/s, eta: 7:23:36 +[2025/07/22 23:59:53] openrec INFO: epoch: [10/60], global_step: 15680, lr: 0.000485, loss: 0.409671, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.44616 s, avg_samples: 256.0, ips: 573.77988 samples/s, eta: 7:23:32 +[2025/07/22 23:59:57] openrec INFO: epoch: [10/60], global_step: 15690, lr: 0.000485, loss: 0.424022, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.44109 s, avg_samples: 256.0, ips: 580.37623 samples/s, eta: 7:23:27 +[2025/07/23 00:00:02] openrec INFO: epoch: [10/60], global_step: 15700, lr: 0.000485, loss: 0.426911, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.44501 s, avg_samples: 256.0, ips: 575.27183 samples/s, eta: 7:23:23 +[2025/07/23 00:00:06] openrec INFO: epoch: [10/60], global_step: 15710, lr: 0.000485, loss: 0.432615, avg_reader_cost: 0.00942 s, avg_batch_cost: 0.42573 s, avg_samples: 256.0, ips: 601.31704 samples/s, eta: 7:23:17 +[2025/07/23 00:00:11] openrec INFO: epoch: [10/60], global_step: 15720, lr: 0.000485, loss: 0.450423, avg_reader_cost: 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INFO: epoch: [10/60], global_step: 15770, lr: 0.000484, loss: 0.428146, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.43956 s, avg_samples: 256.0, ips: 582.40095 samples/s, eta: 7:22:48 +[2025/07/23 00:00:37] openrec INFO: epoch: [10/60], global_step: 15780, lr: 0.000484, loss: 0.410150, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.44761 s, avg_samples: 256.0, ips: 571.92695 samples/s, eta: 7:22:44 +[2025/07/23 00:00:41] openrec INFO: epoch: [10/60], global_step: 15790, lr: 0.000484, loss: 0.408572, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.44639 s, avg_samples: 256.0, ips: 573.49419 samples/s, eta: 7:22:40 +[2025/07/23 00:00:46] openrec INFO: epoch: [10/60], global_step: 15800, lr: 0.000484, loss: 0.405866, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.43921 s, avg_samples: 256.0, ips: 582.86800 samples/s, eta: 7:22:35 +[2025/07/23 00:00:50] openrec INFO: epoch: [10/60], global_step: 15810, lr: 0.000484, loss: 0.401976, avg_reader_cost: 0.01036 s, avg_batch_cost: 0.44044 s, 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lr: 0.000484, loss: 0.400921, avg_reader_cost: 0.01050 s, avg_batch_cost: 0.44315 s, avg_samples: 256.0, ips: 577.68863 samples/s, eta: 7:22:06 +[2025/07/23 00:01:16] openrec INFO: epoch: [10/60], global_step: 15870, lr: 0.000484, loss: 0.431572, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.43805 s, avg_samples: 256.0, ips: 584.41436 samples/s, eta: 7:22:02 +[2025/07/23 00:01:21] openrec INFO: epoch: [10/60], global_step: 15880, lr: 0.000484, loss: 0.438456, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.43781 s, avg_samples: 256.0, ips: 584.73007 samples/s, eta: 7:21:57 +[2025/07/23 00:01:25] openrec INFO: epoch: [10/60], global_step: 15890, lr: 0.000484, loss: 0.427673, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.43485 s, avg_samples: 256.0, ips: 588.70274 samples/s, eta: 7:21:52 +[2025/07/23 00:01:30] openrec INFO: epoch: [10/60], global_step: 15900, lr: 0.000484, loss: 0.419781, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.44196 s, avg_samples: 256.0, ips: 579.23250 samples/s, eta: 7:21:47 +[2025/07/23 00:01:34] openrec INFO: epoch: [10/60], global_step: 15910, lr: 0.000484, loss: 0.417545, avg_reader_cost: 0.01016 s, avg_batch_cost: 0.43849 s, avg_samples: 256.0, ips: 583.82342 samples/s, eta: 7:21:43 +[2025/07/23 00:01:38] openrec INFO: epoch: [10/60], global_step: 15920, lr: 0.000484, loss: 0.434682, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.44137 s, avg_samples: 256.0, ips: 580.00937 samples/s, eta: 7:21:38 +[2025/07/23 00:01:43] openrec INFO: epoch: [10/60], global_step: 15930, lr: 0.000484, loss: 0.437254, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.44307 s, avg_samples: 256.0, ips: 577.78049 samples/s, eta: 7:21:34 +[2025/07/23 00:01:47] openrec INFO: epoch: [10/60], global_step: 15940, lr: 0.000484, loss: 0.441378, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.43370 s, avg_samples: 256.0, ips: 590.27556 samples/s, eta: 7:21:29 +[2025/07/23 00:01:52] openrec INFO: epoch: [10/60], global_step: 15950, lr: 0.000484, loss: 0.433020, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.43570 s, avg_samples: 256.0, ips: 587.56528 samples/s, eta: 7:21:24 +[2025/07/23 00:01:56] openrec INFO: epoch: [10/60], global_step: 15960, lr: 0.000484, loss: 0.414406, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.43343 s, avg_samples: 256.0, ips: 590.64224 samples/s, eta: 7:21:19 +[2025/07/23 00:02:00] openrec INFO: epoch: [10/60], global_step: 15970, lr: 0.000484, loss: 0.428083, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.44630 s, avg_samples: 256.0, ips: 573.59879 samples/s, eta: 7:21:15 +[2025/07/23 00:02:05] openrec INFO: epoch: [10/60], global_step: 15980, lr: 0.000484, loss: 0.423389, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.43727 s, avg_samples: 256.0, ips: 585.44732 samples/s, eta: 7:21:10 +[2025/07/23 00:02:09] openrec INFO: epoch: [10/60], global_step: 15990, lr: 0.000484, loss: 0.409176, avg_reader_cost: 0.01036 s, avg_batch_cost: 0.43839 s, avg_samples: 256.0, ips: 583.94855 samples/s, eta: 7:21:05 +[2025/07/23 00:02:14] openrec INFO: epoch: [10/60], global_step: 16000, lr: 0.000484, loss: 0.385961, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.42937 s, avg_samples: 256.0, ips: 596.22436 samples/s, eta: 7:21:00 +[2025/07/23 00:02:17] openrec INFO: cur metric, acc: 0.9170805726861472, norm_edit_dis: 0.9707806426622139, num_samples: 7248, fps: 2814.1787771835047 +[2025/07/23 00:02:18] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 00:02:18] openrec INFO: best metric, acc: 0.9170805726861472, norm_edit_dis: 0.9707806426622139, num_samples: 7248, fps: 2814.1787771835047, best_epoch: 10 +[2025/07/23 00:02:22] openrec INFO: epoch: [10/60], global_step: 16010, lr: 0.000484, loss: 0.402048, avg_reader_cost: 0.42063 s, avg_batch_cost: 0.83364 s, avg_samples: 256.0, ips: 307.08530 samples/s, eta: 7:21:10 +[2025/07/23 00:02:26] openrec INFO: epoch: [10/60], global_step: 16020, lr: 0.000484, loss: 0.421273, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.44207 s, avg_samples: 256.0, ips: 579.08840 samples/s, eta: 7:21:05 +[2025/07/23 00:02:31] openrec INFO: epoch: [10/60], global_step: 16030, lr: 0.000484, loss: 0.446773, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.43594 s, avg_samples: 256.0, ips: 587.23423 samples/s, eta: 7:21:01 +[2025/07/23 00:02:35] openrec INFO: epoch: [10/60], global_step: 16040, lr: 0.000484, loss: 0.424506, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.44453 s, avg_samples: 256.0, ips: 575.88820 samples/s, eta: 7:20:56 +[2025/07/23 00:02:40] openrec INFO: epoch: [10/60], global_step: 16050, lr: 0.000484, loss: 0.419417, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.43465 s, avg_samples: 256.0, ips: 588.97616 samples/s, eta: 7:20:51 +[2025/07/23 00:02:44] openrec INFO: epoch: [10/60], global_step: 16060, lr: 0.000484, loss: 0.389111, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.43633 s, avg_samples: 256.0, ips: 586.71781 samples/s, eta: 7:20:46 +[2025/07/23 00:02:48] openrec INFO: epoch: [10/60], global_step: 16070, lr: 0.000484, loss: 0.371530, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.44280 s, avg_samples: 256.0, ips: 578.14394 samples/s, eta: 7:20:42 +[2025/07/23 00:02:53] openrec INFO: epoch: [10/60], global_step: 16080, lr: 0.000484, loss: 0.395859, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.44348 s, avg_samples: 256.0, ips: 577.25352 samples/s, eta: 7:20:37 +[2025/07/23 00:02:57] openrec INFO: epoch: [10/60], global_step: 16090, lr: 0.000484, loss: 0.447930, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.44293 s, avg_samples: 256.0, ips: 577.97148 samples/s, eta: 7:20:33 +[2025/07/23 00:03:02] openrec INFO: epoch: [10/60], global_step: 16100, lr: 0.000484, loss: 0.389117, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.44477 s, avg_samples: 256.0, ips: 575.57993 samples/s, eta: 7:20:28 +[2025/07/23 00:03:06] openrec INFO: epoch: [10/60], global_step: 16110, lr: 0.000483, loss: 0.386053, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.43888 s, avg_samples: 256.0, ips: 583.30268 samples/s, eta: 7:20:24 +[2025/07/23 00:03:11] openrec INFO: epoch: [10/60], global_step: 16120, lr: 0.000483, loss: 0.420806, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.44609 s, avg_samples: 256.0, ips: 573.87921 samples/s, eta: 7:20:19 +[2025/07/23 00:03:15] openrec INFO: epoch: [10/60], global_step: 16130, lr: 0.000483, loss: 0.388667, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.43582 s, avg_samples: 256.0, ips: 587.39717 samples/s, eta: 7:20:14 +[2025/07/23 00:03:19] openrec INFO: epoch: [10/60], global_step: 16140, lr: 0.000483, loss: 0.381529, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.44668 s, avg_samples: 256.0, ips: 573.12218 samples/s, eta: 7:20:10 +[2025/07/23 00:03:24] openrec INFO: epoch: [10/60], global_step: 16150, lr: 0.000483, loss: 0.385985, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.43986 s, avg_samples: 256.0, ips: 582.00146 samples/s, eta: 7:20:05 +[2025/07/23 00:03:28] openrec INFO: epoch: [10/60], global_step: 16160, lr: 0.000483, loss: 0.391443, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.44045 s, avg_samples: 256.0, ips: 581.22557 samples/s, eta: 7:20:01 +[2025/07/23 00:03:33] openrec INFO: epoch: [10/60], global_step: 16170, lr: 0.000483, loss: 0.401480, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.43528 s, avg_samples: 256.0, ips: 588.12597 samples/s, eta: 7:19:56 +[2025/07/23 00:03:37] openrec INFO: epoch: [10/60], global_step: 16180, lr: 0.000483, loss: 0.412816, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.43426 s, avg_samples: 256.0, ips: 589.50790 samples/s, eta: 7:19:51 +[2025/07/23 00:03:41] openrec INFO: epoch: [10/60], global_step: 16190, lr: 0.000483, loss: 0.412816, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.43567 s, avg_samples: 256.0, ips: 587.59975 samples/s, eta: 7:19:46 +[2025/07/23 00:03:46] openrec INFO: epoch: [10/60], global_step: 16200, lr: 0.000483, loss: 0.420098, avg_reader_cost: 0.00931 s, avg_batch_cost: 0.43268 s, avg_samples: 256.0, ips: 591.65819 samples/s, eta: 7:19:41 +[2025/07/23 00:03:50] openrec INFO: epoch: [10/60], global_step: 16210, lr: 0.000483, loss: 0.415199, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.43130 s, avg_samples: 256.0, ips: 593.54801 samples/s, eta: 7:19:36 +[2025/07/23 00:03:54] openrec INFO: epoch: [10/60], global_step: 16220, lr: 0.000483, loss: 0.414799, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.43900 s, avg_samples: 256.0, ips: 583.14299 samples/s, eta: 7:19:32 +[2025/07/23 00:03:55] openrec INFO: epoch: [10/60], global_step: 16222, lr: 0.000483, loss: 0.412128, avg_reader_cost: 0.00203 s, avg_batch_cost: 0.08846 s, avg_samples: 51.2, ips: 578.76043 samples/s, eta: 7:19:31 +[2025/07/23 00:04:10] openrec INFO: cur metric, acc: 0.9176324490650767, norm_edit_dis: 0.9705304752857464, num_samples: 7248, fps: 529.3013281373197 +[2025/07/23 00:04:11] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 00:04:11] openrec INFO: best metric, acc: 0.9176324490650767, norm_edit_dis: 0.9705304752857464, num_samples: 7248, fps: 529.3013281373197, best_epoch: 10 +[2025/07/23 00:04:12] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 00:04:12] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep11/gpu0_ep11 +[2025/07/23 00:04:12] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep11/gpu1_ep11 +[2025/07/23 00:04:12] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep11/gpu2_ep11 +[2025/07/23 00:04:12] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep11/gpu3_ep11 +[2025/07/23 00:04:22] openrec INFO: 0 +[2025/07/23 00:04:22] openrec INFO: 791519 +[2025/07/23 00:04:22] openrec INFO: 961471 +[2025/07/23 00:04:22] openrec INFO: 666610 +[2025/07/23 00:04:22] openrec INFO: 996243 +[2025/07/23 00:04:27] openrec INFO: epoch: [11/60], global_step: 16230, lr: 0.000483, loss: 0.412236, avg_reader_cost: 2.88997 s, avg_batch_cost: 3.19636 s, avg_samples: 204.8, ips: 64.07298 samples/s, eta: 10:22:18 +[2025/07/23 00:04:31] openrec INFO: epoch: [11/60], global_step: 16240, lr: 0.000483, loss: 0.410554, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.40349 s, avg_samples: 256.0, ips: 634.45853 samples/s, eta: 10:22:11 +[2025/07/23 00:04:35] openrec INFO: epoch: [11/60], global_step: 16250, lr: 0.000483, loss: 0.373839, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.39424 s, avg_samples: 256.0, ips: 649.34802 samples/s, eta: 10:22:04 +[2025/07/23 00:04:39] openrec INFO: epoch: [11/60], global_step: 16260, lr: 0.000483, loss: 0.397932, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.42390 s, avg_samples: 256.0, ips: 603.91546 samples/s, eta: 10:21:58 +[2025/07/23 00:04:44] openrec INFO: epoch: [11/60], global_step: 16270, lr: 0.000483, loss: 0.410814, avg_reader_cost: 0.01088 s, avg_batch_cost: 0.44708 s, avg_samples: 256.0, ips: 572.60578 samples/s, eta: 10:21:54 +[2025/07/23 00:04:48] openrec INFO: epoch: [11/60], global_step: 16280, lr: 0.000483, loss: 0.405000, avg_reader_cost: 0.01383 s, avg_batch_cost: 0.44825 s, avg_samples: 256.0, ips: 571.11527 samples/s, eta: 10:21:49 +[2025/07/23 00:04:53] openrec INFO: epoch: [11/60], global_step: 16290, lr: 0.000483, loss: 0.378688, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.44139 s, avg_samples: 256.0, ips: 579.99211 samples/s, eta: 10:21:45 +[2025/07/23 00:04:57] openrec INFO: epoch: [11/60], global_step: 16300, lr: 0.000483, loss: 0.361148, avg_reader_cost: 0.01517 s, avg_batch_cost: 0.43682 s, avg_samples: 256.0, ips: 586.05339 samples/s, eta: 10:21:40 +[2025/07/23 00:05:02] openrec INFO: epoch: [11/60], global_step: 16310, lr: 0.000483, loss: 0.388578, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.44728 s, avg_samples: 256.0, ips: 572.34808 samples/s, eta: 10:21:35 +[2025/07/23 00:05:06] openrec INFO: epoch: [11/60], global_step: 16320, lr: 0.000483, loss: 0.366748, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.44387 s, avg_samples: 256.0, ips: 576.73997 samples/s, eta: 10:21:30 +[2025/07/23 00:05:11] openrec INFO: epoch: [11/60], global_step: 16330, lr: 0.000483, loss: 0.392661, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.43169 s, avg_samples: 256.0, ips: 593.02347 samples/s, eta: 10:21:25 +[2025/07/23 00:05:15] openrec INFO: epoch: [11/60], global_step: 16340, lr: 0.000483, loss: 0.414840, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.43739 s, avg_samples: 256.0, ips: 585.28600 samples/s, eta: 10:21:20 +[2025/07/23 00:05:19] openrec INFO: epoch: [11/60], global_step: 16350, lr: 0.000483, loss: 0.397432, avg_reader_cost: 0.01144 s, avg_batch_cost: 0.43404 s, avg_samples: 256.0, ips: 589.80953 samples/s, eta: 10:21:15 +[2025/07/23 00:05:24] openrec INFO: epoch: [11/60], global_step: 16360, lr: 0.000483, loss: 0.397582, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.42658 s, avg_samples: 256.0, ips: 600.12582 samples/s, eta: 10:21:10 +[2025/07/23 00:05:28] openrec INFO: epoch: [11/60], global_step: 16370, lr: 0.000483, loss: 0.392784, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.43833 s, avg_samples: 256.0, ips: 584.03771 samples/s, eta: 10:21:05 +[2025/07/23 00:05:32] openrec INFO: epoch: [11/60], global_step: 16380, lr: 0.000483, loss: 0.392784, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.43772 s, avg_samples: 256.0, ips: 584.84824 samples/s, eta: 10:21:00 +[2025/07/23 00:05:37] openrec INFO: epoch: [11/60], global_step: 16390, lr: 0.000483, loss: 0.387252, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.43792 s, avg_samples: 256.0, ips: 584.57596 samples/s, eta: 10:20:55 +[2025/07/23 00:05:41] openrec INFO: epoch: [11/60], global_step: 16400, lr: 0.000483, loss: 0.387928, avg_reader_cost: 0.01036 s, avg_batch_cost: 0.43841 s, 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16450, lr: 0.000482, loss: 0.427425, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.44060 s, avg_samples: 256.0, ips: 581.03246 samples/s, eta: 10:20:25 +[2025/07/23 00:06:07] openrec INFO: epoch: [11/60], global_step: 16460, lr: 0.000482, loss: 0.384029, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.43453 s, avg_samples: 256.0, ips: 589.14456 samples/s, eta: 10:20:20 +[2025/07/23 00:06:12] openrec INFO: epoch: [11/60], global_step: 16470, lr: 0.000482, loss: 0.408009, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.42546 s, avg_samples: 256.0, ips: 601.70316 samples/s, eta: 10:20:14 +[2025/07/23 00:06:16] openrec INFO: epoch: [11/60], global_step: 16480, lr: 0.000482, loss: 0.404780, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.44361 s, avg_samples: 256.0, ips: 577.08574 samples/s, eta: 10:20:09 +[2025/07/23 00:06:20] openrec INFO: epoch: [11/60], global_step: 16490, lr: 0.000482, loss: 0.359435, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.43674 s, avg_samples: 256.0, ips: 586.16415 samples/s, eta: 10:20:05 +[2025/07/23 00:06:25] openrec INFO: epoch: [11/60], global_step: 16500, lr: 0.000482, loss: 0.395737, avg_reader_cost: 0.01089 s, avg_batch_cost: 0.44100 s, avg_samples: 256.0, ips: 580.50199 samples/s, eta: 10:20:00 +[2025/07/23 00:06:28] openrec INFO: cur metric, acc: 0.9163907272124853, norm_edit_dis: 0.9695637267735493, num_samples: 7248, fps: 2833.081983043621 +[2025/07/23 00:06:28] openrec INFO: best metric, acc: 0.9176324490650767, norm_edit_dis: 0.9705304752857464, num_samples: 7248, fps: 529.3013281373197, best_epoch: 10 +[2025/07/23 00:06:33] openrec INFO: epoch: [11/60], global_step: 16510, lr: 0.000482, loss: 0.422250, avg_reader_cost: 0.36449 s, avg_batch_cost: 0.78552 s, avg_samples: 256.0, ips: 325.89772 samples/s, eta: 10:20:12 +[2025/07/23 00:06:37] openrec INFO: epoch: [11/60], global_step: 16520, lr: 0.000482, loss: 0.420453, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.44468 s, avg_samples: 256.0, ips: 575.70084 samples/s, eta: 10:20:08 +[2025/07/23 00:06:42] openrec INFO: epoch: [11/60], global_step: 16530, lr: 0.000482, loss: 0.383937, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.43732 s, avg_samples: 256.0, ips: 585.38396 samples/s, eta: 10:20:03 +[2025/07/23 00:06:46] openrec INFO: epoch: [11/60], global_step: 16540, lr: 0.000482, loss: 0.420335, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.42652 s, avg_samples: 256.0, ips: 600.20056 samples/s, eta: 10:19:57 +[2025/07/23 00:06:50] openrec INFO: epoch: [11/60], global_step: 16550, lr: 0.000482, loss: 0.438312, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.43050 s, avg_samples: 256.0, ips: 594.65697 samples/s, eta: 10:19:52 +[2025/07/23 00:06:54] openrec INFO: epoch: [11/60], global_step: 16560, lr: 0.000482, loss: 0.389913, avg_reader_cost: 0.01050 s, avg_batch_cost: 0.43299 s, avg_samples: 256.0, ips: 591.23953 samples/s, eta: 10:19:47 +[2025/07/23 00:06:59] openrec INFO: epoch: [11/60], global_step: 16570, lr: 0.000482, loss: 0.355812, avg_reader_cost: 0.01218 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epoch: [11/60], global_step: 16940, lr: 0.000481, loss: 0.401860, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.43627 s, avg_samples: 256.0, ips: 586.78784 samples/s, eta: 10:17:42 +[2025/07/23 00:09:58] openrec INFO: epoch: [11/60], global_step: 16950, lr: 0.000481, loss: 0.385918, avg_reader_cost: 0.01091 s, avg_batch_cost: 0.43098 s, avg_samples: 256.0, ips: 594.00048 samples/s, eta: 10:17:37 +[2025/07/23 00:10:03] openrec INFO: epoch: [11/60], global_step: 16960, lr: 0.000481, loss: 0.387669, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.42891 s, avg_samples: 256.0, ips: 596.86623 samples/s, eta: 10:17:31 +[2025/07/23 00:10:07] openrec INFO: epoch: [11/60], global_step: 16970, lr: 0.000481, loss: 0.396258, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.44994 s, avg_samples: 256.0, ips: 568.96983 samples/s, eta: 10:17:27 +[2025/07/23 00:10:12] openrec INFO: epoch: [11/60], global_step: 16980, lr: 0.000481, loss: 0.411248, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.44640 s, 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+[2025/07/23 00:11:12] openrec INFO: epoch: [11/60], global_step: 17110, lr: 0.000480, loss: 0.405190, avg_reader_cost: 0.00944 s, avg_batch_cost: 0.43253 s, avg_samples: 256.0, ips: 591.86548 samples/s, eta: 10:16:35 +[2025/07/23 00:11:17] openrec INFO: epoch: [11/60], global_step: 17120, lr: 0.000480, loss: 0.389768, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.44818 s, avg_samples: 256.0, ips: 571.19611 samples/s, eta: 10:16:30 +[2025/07/23 00:11:21] openrec INFO: epoch: [11/60], global_step: 17130, lr: 0.000480, loss: 0.397951, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.44165 s, avg_samples: 256.0, ips: 579.64622 samples/s, eta: 10:16:25 +[2025/07/23 00:11:26] openrec INFO: epoch: [11/60], global_step: 17140, lr: 0.000480, loss: 0.360067, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.43758 s, avg_samples: 256.0, ips: 585.03455 samples/s, eta: 10:16:21 +[2025/07/23 00:11:30] openrec INFO: epoch: [11/60], global_step: 17150, lr: 0.000480, loss: 0.376816, avg_reader_cost: 0.00968 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epoch: [11/60], global_step: 17200, lr: 0.000480, loss: 0.396725, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.44212 s, avg_samples: 256.0, ips: 579.02316 samples/s, eta: 10:15:52 +[2025/07/23 00:11:56] openrec INFO: epoch: [11/60], global_step: 17210, lr: 0.000480, loss: 0.349634, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.43393 s, avg_samples: 256.0, ips: 589.95073 samples/s, eta: 10:15:47 +[2025/07/23 00:12:01] openrec INFO: epoch: [11/60], global_step: 17220, lr: 0.000480, loss: 0.352964, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.43990 s, avg_samples: 256.0, ips: 581.95235 samples/s, eta: 10:15:42 +[2025/07/23 00:12:05] openrec INFO: epoch: [11/60], global_step: 17230, lr: 0.000480, loss: 0.398830, avg_reader_cost: 0.01080 s, avg_batch_cost: 0.43935 s, avg_samples: 256.0, ips: 582.68419 samples/s, eta: 10:15:37 +[2025/07/23 00:12:10] openrec INFO: epoch: [11/60], global_step: 17240, lr: 0.000480, loss: 0.410655, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.43913 s, 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./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 00:14:08] openrec INFO: best metric, acc: 0.91956401639133, norm_edit_dis: 0.9716771266598284, num_samples: 7248, fps: 2827.440001183048, best_epoch: 11 +[2025/07/23 00:14:12] openrec INFO: epoch: [11/60], global_step: 17510, lr: 0.000479, loss: 0.369420, avg_reader_cost: 0.41384 s, avg_batch_cost: 0.83709 s, avg_samples: 256.0, ips: 305.82303 samples/s, eta: 10:13:38 +[2025/07/23 00:14:17] openrec INFO: epoch: [11/60], global_step: 17520, lr: 0.000479, loss: 0.356399, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.43453 s, avg_samples: 256.0, ips: 589.14097 samples/s, eta: 10:13:33 +[2025/07/23 00:14:21] openrec INFO: epoch: [11/60], global_step: 17530, lr: 0.000479, loss: 0.355716, avg_reader_cost: 0.01180 s, avg_batch_cost: 0.45329 s, avg_samples: 256.0, ips: 564.75727 samples/s, eta: 10:13:28 +[2025/07/23 00:14:26] openrec INFO: epoch: [11/60], global_step: 17540, lr: 0.000479, loss: 0.342608, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.43292 s, avg_samples: 256.0, ips: 591.32913 samples/s, eta: 10:13:23 +[2025/07/23 00:14:30] openrec INFO: epoch: [11/60], global_step: 17550, lr: 0.000479, loss: 0.407705, avg_reader_cost: 0.00939 s, avg_batch_cost: 0.44324 s, avg_samples: 256.0, ips: 577.56725 samples/s, eta: 10:13:19 +[2025/07/23 00:14:34] openrec INFO: epoch: [11/60], global_step: 17560, lr: 0.000479, loss: 0.410723, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.44491 s, avg_samples: 256.0, ips: 575.39360 samples/s, eta: 10:13:14 +[2025/07/23 00:14:39] openrec INFO: epoch: [11/60], global_step: 17570, lr: 0.000479, loss: 0.366918, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.43599 s, avg_samples: 256.0, ips: 587.16805 samples/s, eta: 10:13:09 +[2025/07/23 00:14:43] openrec INFO: epoch: [11/60], global_step: 17580, lr: 0.000479, loss: 0.365791, avg_reader_cost: 0.00918 s, avg_batch_cost: 0.43656 s, avg_samples: 256.0, ips: 586.40934 samples/s, eta: 10:13:04 +[2025/07/23 00:14:48] openrec INFO: epoch: [11/60], global_step: 17590, lr: 0.000479, loss: 0.359788, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.43865 s, avg_samples: 256.0, ips: 583.61421 samples/s, eta: 10:12:59 +[2025/07/23 00:14:52] openrec INFO: epoch: [11/60], global_step: 17600, lr: 0.000479, loss: 0.359309, avg_reader_cost: 0.01188 s, avg_batch_cost: 0.43532 s, avg_samples: 256.0, ips: 588.07614 samples/s, eta: 10:12:54 +[2025/07/23 00:14:56] openrec INFO: epoch: [11/60], global_step: 17610, lr: 0.000479, loss: 0.353827, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.43836 s, avg_samples: 256.0, ips: 583.99899 samples/s, eta: 10:12:49 +[2025/07/23 00:15:01] openrec INFO: epoch: [11/60], global_step: 17620, lr: 0.000479, loss: 0.342879, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.44551 s, avg_samples: 256.0, ips: 574.62369 samples/s, eta: 10:12:44 +[2025/07/23 00:15:05] openrec INFO: epoch: [11/60], global_step: 17630, lr: 0.000479, loss: 0.365118, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.43841 s, avg_samples: 256.0, ips: 583.92572 samples/s, eta: 10:12:40 +[2025/07/23 00:15:10] openrec INFO: epoch: [11/60], global_step: 17640, lr: 0.000479, loss: 0.326420, avg_reader_cost: 0.01085 s, avg_batch_cost: 0.44485 s, avg_samples: 256.0, ips: 575.47745 samples/s, eta: 10:12:35 +[2025/07/23 00:15:14] openrec INFO: epoch: [11/60], global_step: 17650, lr: 0.000479, loss: 0.326420, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.44558 s, avg_samples: 256.0, ips: 574.52831 samples/s, eta: 10:12:30 +[2025/07/23 00:15:19] openrec INFO: epoch: [11/60], global_step: 17660, lr: 0.000479, loss: 0.368482, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.43835 s, avg_samples: 256.0, ips: 584.00509 samples/s, eta: 10:12:25 +[2025/07/23 00:15:23] openrec INFO: epoch: [11/60], global_step: 17670, lr: 0.000479, loss: 0.410817, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.43980 s, avg_samples: 256.0, ips: 582.08043 samples/s, eta: 10:12:21 +[2025/07/23 00:15:27] openrec INFO: epoch: [11/60], global_step: 17680, lr: 0.000479, loss: 0.381833, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.43506 s, avg_samples: 256.0, ips: 588.43087 samples/s, eta: 10:12:16 +[2025/07/23 00:15:32] openrec INFO: epoch: [11/60], global_step: 17690, lr: 0.000479, loss: 0.362147, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.44219 s, avg_samples: 256.0, ips: 578.93447 samples/s, eta: 10:12:11 +[2025/07/23 00:15:36] openrec INFO: epoch: [11/60], global_step: 17700, lr: 0.000478, loss: 0.382645, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.43389 s, avg_samples: 256.0, ips: 590.00480 samples/s, eta: 10:12:06 +[2025/07/23 00:15:40] openrec INFO: epoch: [11/60], global_step: 17710, lr: 0.000478, loss: 0.381412, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.43605 s, avg_samples: 256.0, ips: 587.08435 samples/s, eta: 10:12:01 +[2025/07/23 00:15:45] openrec INFO: epoch: [11/60], global_step: 17720, lr: 0.000478, loss: 0.376192, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.43826 s, avg_samples: 256.0, ips: 584.12683 samples/s, eta: 10:11:56 +[2025/07/23 00:15:49] openrec INFO: epoch: [11/60], global_step: 17730, lr: 0.000478, loss: 0.376618, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.44544 s, avg_samples: 256.0, ips: 574.71076 samples/s, eta: 10:11:51 +[2025/07/23 00:15:54] openrec INFO: epoch: [11/60], global_step: 17740, lr: 0.000478, loss: 0.379512, avg_reader_cost: 0.01285 s, avg_batch_cost: 0.44247 s, avg_samples: 256.0, ips: 578.57619 samples/s, eta: 10:11:46 +[2025/07/23 00:15:58] openrec INFO: epoch: [11/60], global_step: 17750, lr: 0.000478, loss: 0.370229, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.43571 s, avg_samples: 256.0, ips: 587.54133 samples/s, eta: 10:11:41 +[2025/07/23 00:16:03] openrec INFO: epoch: [11/60], global_step: 17760, lr: 0.000478, loss: 0.371000, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.44273 s, avg_samples: 256.0, ips: 578.22427 samples/s, eta: 10:11:37 +[2025/07/23 00:16:07] openrec INFO: epoch: [11/60], global_step: 17770, lr: 0.000478, loss: 0.385492, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.44368 s, avg_samples: 256.0, ips: 576.98759 samples/s, eta: 10:11:32 +[2025/07/23 00:16:11] openrec INFO: epoch: [11/60], global_step: 17780, lr: 0.000478, loss: 0.384952, avg_reader_cost: 0.00957 s, avg_batch_cost: 0.43918 s, avg_samples: 256.0, ips: 582.90110 samples/s, eta: 10:11:27 +[2025/07/23 00:16:16] openrec INFO: epoch: [11/60], global_step: 17790, lr: 0.000478, loss: 0.367187, avg_reader_cost: 0.01141 s, avg_batch_cost: 0.44085 s, avg_samples: 256.0, ips: 580.69256 samples/s, eta: 10:11:22 +[2025/07/23 00:16:20] openrec INFO: epoch: [11/60], global_step: 17800, lr: 0.000478, loss: 0.390371, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.44148 s, avg_samples: 256.0, ips: 579.86951 samples/s, eta: 10:11:18 +[2025/07/23 00:16:25] openrec INFO: epoch: [11/60], global_step: 17810, lr: 0.000478, loss: 0.380207, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.44273 s, avg_samples: 256.0, ips: 578.22962 samples/s, eta: 10:11:13 +[2025/07/23 00:16:29] openrec INFO: epoch: [11/60], global_step: 17820, lr: 0.000478, loss: 0.362279, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.43495 s, avg_samples: 256.0, ips: 588.57225 samples/s, eta: 10:11:08 +[2025/07/23 00:16:33] openrec INFO: epoch: [11/60], global_step: 17830, lr: 0.000478, loss: 0.356142, avg_reader_cost: 0.01138 s, avg_batch_cost: 0.44060 s, avg_samples: 256.0, ips: 581.02821 samples/s, eta: 10:11:03 +[2025/07/23 00:16:38] openrec INFO: epoch: [11/60], global_step: 17840, lr: 0.000478, loss: 0.376778, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.43866 s, avg_samples: 256.0, ips: 583.59847 samples/s, eta: 10:10:58 +[2025/07/23 00:16:42] openrec INFO: epoch: [11/60], global_step: 17850, lr: 0.000478, loss: 0.340918, avg_reader_cost: 0.01381 s, avg_batch_cost: 0.44836 s, avg_samples: 256.0, ips: 570.96783 samples/s, eta: 10:10:54 +[2025/07/23 00:16:47] openrec INFO: epoch: [11/60], global_step: 17860, lr: 0.000478, loss: 0.356854, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.43177 s, avg_samples: 256.0, ips: 592.91276 samples/s, eta: 10:10:48 +[2025/07/23 00:16:51] openrec INFO: epoch: [11/60], global_step: 17870, lr: 0.000478, loss: 0.378896, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.44066 s, avg_samples: 256.0, ips: 580.94088 samples/s, eta: 10:10:44 +[2025/07/23 00:16:55] openrec INFO: epoch: [11/60], global_step: 17880, lr: 0.000478, loss: 0.368604, avg_reader_cost: 0.01050 s, avg_batch_cost: 0.43390 s, avg_samples: 256.0, ips: 589.99348 samples/s, eta: 10:10:39 +[2025/07/23 00:17:00] openrec INFO: epoch: [11/60], global_step: 17890, lr: 0.000478, loss: 0.378212, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.42746 s, avg_samples: 256.0, ips: 598.88901 samples/s, eta: 10:10:33 +[2025/07/23 00:17:01] openrec INFO: epoch: [11/60], global_step: 17892, lr: 0.000478, loss: 0.367206, avg_reader_cost: 0.00193 s, avg_batch_cost: 0.08592 s, avg_samples: 51.2, ips: 595.93343 samples/s, eta: 10:10:32 +[2025/07/23 00:17:16] openrec INFO: cur metric, acc: 0.9161147890230205, norm_edit_dis: 0.9683142219260018, num_samples: 7248, fps: 531.3141401936463 +[2025/07/23 00:17:16] openrec INFO: best metric, acc: 0.91956401639133, norm_edit_dis: 0.9716771266598284, num_samples: 7248, fps: 2827.440001183048, best_epoch: 11 +[2025/07/23 00:17:17] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 00:17:18] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_11.pth +[2025/07/23 00:17:18] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep12/gpu0_ep12 +[2025/07/23 00:17:18] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep12/gpu1_ep12 +[2025/07/23 00:17:18] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep12/gpu3_ep12 +[2025/07/23 00:17:18] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep12/gpu2_ep12 +[2025/07/23 00:17:27] openrec INFO: 0 +[2025/07/23 00:17:27] openrec INFO: 789493 +[2025/07/23 00:17:27] openrec INFO: 960843 +[2025/07/23 00:17:27] openrec INFO: 666344 +[2025/07/23 00:17:27] openrec INFO: 998321 +[2025/07/23 00:17:33] openrec INFO: epoch: [12/60], global_step: 17900, lr: 0.000478, loss: 0.357094, avg_reader_cost: 2.89963 s, avg_batch_cost: 3.18900 s, avg_samples: 204.8, ips: 64.22083 samples/s, eta: 10:12:38 +[2025/07/23 00:17:36] openrec INFO: epoch: [12/60], global_step: 17910, lr: 0.000478, loss: 0.351421, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.36358 s, avg_samples: 256.0, ips: 704.10888 samples/s, eta: 10:12:30 +[2025/07/23 00:17:40] openrec INFO: epoch: [12/60], global_step: 17920, lr: 0.000478, loss: 0.348225, avg_reader_cost: 0.01212 s, avg_batch_cost: 0.36496 s, avg_samples: 256.0, ips: 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0.378200, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.43098 s, avg_samples: 256.0, ips: 593.99973 samples/s, eta: 10:11:51 +[2025/07/23 00:18:05] openrec INFO: epoch: [12/60], global_step: 17980, lr: 0.000478, loss: 0.390538, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.43611 s, avg_samples: 256.0, ips: 587.00829 samples/s, eta: 10:11:46 +[2025/07/23 00:18:09] openrec INFO: epoch: [12/60], global_step: 17990, lr: 0.000478, loss: 0.399309, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.42406 s, avg_samples: 256.0, ips: 603.68682 samples/s, eta: 10:11:40 +[2025/07/23 00:18:13] openrec INFO: epoch: [12/60], global_step: 18000, lr: 0.000477, loss: 0.379949, avg_reader_cost: 0.01162 s, avg_batch_cost: 0.39468 s, avg_samples: 256.0, ips: 648.62979 samples/s, eta: 10:11:33 +[2025/07/23 00:18:17] openrec INFO: cur metric, acc: 0.9158388508335557, norm_edit_dis: 0.9702226767995625, num_samples: 7248, fps: 2794.082689835499 +[2025/07/23 00:18:17] openrec INFO: best metric, acc: 0.91956401639133, norm_edit_dis: 0.9716771266598284, num_samples: 7248, fps: 2827.440001183048, best_epoch: 11 +[2025/07/23 00:18:21] openrec INFO: epoch: [12/60], global_step: 18010, lr: 0.000477, loss: 0.364928, avg_reader_cost: 0.37384 s, avg_batch_cost: 0.77895 s, avg_samples: 256.0, ips: 328.64867 samples/s, eta: 10:11:44 +[2025/07/23 00:18:25] openrec INFO: epoch: [12/60], global_step: 18020, lr: 0.000477, loss: 0.372669, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.44325 s, avg_samples: 256.0, ips: 577.54843 samples/s, eta: 10:11:39 +[2025/07/23 00:18:30] openrec INFO: epoch: [12/60], global_step: 18030, lr: 0.000477, loss: 0.381642, avg_reader_cost: 0.01177 s, avg_batch_cost: 0.40465 s, avg_samples: 256.0, ips: 632.65299 samples/s, eta: 10:11:33 +[2025/07/23 00:18:34] openrec INFO: epoch: [12/60], global_step: 18040, lr: 0.000477, loss: 0.399251, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.44063 s, avg_samples: 256.0, ips: 580.98046 samples/s, eta: 10:11:28 +[2025/07/23 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epoch: [12/60], global_step: 18140, lr: 0.000477, loss: 0.370815, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.41838 s, avg_samples: 256.0, ips: 611.89077 samples/s, eta: 10:10:29 +[2025/07/23 00:19:20] openrec INFO: epoch: [12/60], global_step: 18150, lr: 0.000477, loss: 0.333164, avg_reader_cost: 0.01112 s, avg_batch_cost: 0.41265 s, avg_samples: 256.0, ips: 620.38091 samples/s, eta: 10:10:23 +[2025/07/23 00:19:24] openrec INFO: epoch: [12/60], global_step: 18160, lr: 0.000477, loss: 0.377200, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.40941 s, avg_samples: 256.0, ips: 625.28463 samples/s, eta: 10:10:17 +[2025/07/23 00:19:28] openrec INFO: epoch: [12/60], global_step: 18170, lr: 0.000477, loss: 0.398043, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.43005 s, avg_samples: 256.0, ips: 595.27686 samples/s, eta: 10:10:12 +[2025/07/23 00:19:33] openrec INFO: epoch: [12/60], global_step: 18180, lr: 0.000477, loss: 0.399605, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.43162 s, 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+[2025/07/23 00:22:58] openrec INFO: epoch: [12/60], global_step: 18630, lr: 0.000475, loss: 0.383153, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.43439 s, avg_samples: 256.0, ips: 589.32861 samples/s, eta: 10:06:55 +[2025/07/23 00:23:02] openrec INFO: epoch: [12/60], global_step: 18640, lr: 0.000475, loss: 0.393662, avg_reader_cost: 0.01159 s, avg_batch_cost: 0.42939 s, avg_samples: 256.0, ips: 596.19486 samples/s, eta: 10:06:50 +[2025/07/23 00:23:07] openrec INFO: epoch: [12/60], global_step: 18650, lr: 0.000475, loss: 0.380932, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.43272 s, avg_samples: 256.0, ips: 591.61115 samples/s, eta: 10:06:45 +[2025/07/23 00:23:11] openrec INFO: epoch: [12/60], global_step: 18660, lr: 0.000475, loss: 0.373406, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.44100 s, avg_samples: 256.0, ips: 580.50199 samples/s, eta: 10:06:40 +[2025/07/23 00:23:15] openrec INFO: epoch: [12/60], global_step: 18670, lr: 0.000475, loss: 0.378028, avg_reader_cost: 0.01004 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avg_reader_cost: 0.00983 s, avg_batch_cost: 0.42949 s, avg_samples: 256.0, ips: 596.05672 samples/s, eta: 10:04:18 +[2025/07/23 00:24:55] openrec INFO: epoch: [12/60], global_step: 18910, lr: 0.000474, loss: 0.378265, avg_reader_cost: 0.00960 s, avg_batch_cost: 0.40373 s, avg_samples: 256.0, ips: 634.09158 samples/s, eta: 10:04:12 +[2025/07/23 00:24:59] openrec INFO: epoch: [12/60], global_step: 18920, lr: 0.000474, loss: 0.347701, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.40736 s, avg_samples: 256.0, ips: 628.43874 samples/s, eta: 10:04:05 +[2025/07/23 00:25:03] openrec INFO: epoch: [12/60], global_step: 18930, lr: 0.000474, loss: 0.367105, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.39702 s, avg_samples: 256.0, ips: 644.80331 samples/s, eta: 10:03:59 +[2025/07/23 00:25:07] openrec INFO: epoch: [12/60], global_step: 18940, lr: 0.000474, loss: 0.383800, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.42291 s, avg_samples: 256.0, ips: 605.33346 samples/s, eta: 10:03:53 +[2025/07/23 00:25:12] openrec INFO: epoch: [12/60], global_step: 18950, lr: 0.000474, loss: 0.391139, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.41709 s, avg_samples: 256.0, ips: 613.77204 samples/s, eta: 10:03:47 +[2025/07/23 00:25:16] openrec INFO: epoch: [12/60], global_step: 18960, lr: 0.000474, loss: 0.368214, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.44040 s, avg_samples: 256.0, ips: 581.29241 samples/s, eta: 10:03:42 +[2025/07/23 00:25:20] openrec INFO: epoch: [12/60], global_step: 18970, lr: 0.000474, loss: 0.362462, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.44620 s, avg_samples: 256.0, ips: 573.73398 samples/s, eta: 10:03:38 +[2025/07/23 00:25:25] openrec INFO: epoch: [12/60], global_step: 18980, lr: 0.000474, loss: 0.356016, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.41356 s, avg_samples: 256.0, ips: 619.01255 samples/s, eta: 10:03:32 +[2025/07/23 00:25:29] openrec INFO: epoch: [12/60], global_step: 18990, lr: 0.000474, loss: 0.345988, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.42225 s, avg_samples: 256.0, ips: 606.27873 samples/s, eta: 10:03:26 +[2025/07/23 00:25:33] openrec INFO: epoch: [12/60], global_step: 19000, lr: 0.000474, loss: 0.345988, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.39787 s, avg_samples: 256.0, ips: 643.42819 samples/s, eta: 10:03:20 +[2025/07/23 00:25:36] openrec INFO: cur metric, acc: 0.9191501091071329, norm_edit_dis: 0.9712133972853269, num_samples: 7248, fps: 2829.716272877879 +[2025/07/23 00:25:36] openrec INFO: best metric, acc: 0.91956401639133, norm_edit_dis: 0.9716771266598284, num_samples: 7248, fps: 2827.440001183048, best_epoch: 11 +[2025/07/23 00:25:41] openrec INFO: epoch: [12/60], global_step: 19010, lr: 0.000474, loss: 0.350625, avg_reader_cost: 0.36912 s, avg_batch_cost: 0.78682 s, avg_samples: 256.0, ips: 325.35999 samples/s, eta: 10:03:30 +[2025/07/23 00:25:45] openrec INFO: epoch: [12/60], global_step: 19020, lr: 0.000474, loss: 0.364438, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.42083 s, 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19070, lr: 0.000474, loss: 0.378060, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.44601 s, avg_samples: 256.0, ips: 573.97765 samples/s, eta: 10:02:58 +[2025/07/23 00:26:11] openrec INFO: epoch: [12/60], global_step: 19080, lr: 0.000474, loss: 0.369330, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.42887 s, avg_samples: 256.0, ips: 596.92394 samples/s, eta: 10:02:52 +[2025/07/23 00:26:15] openrec INFO: epoch: [12/60], global_step: 19090, lr: 0.000474, loss: 0.349357, avg_reader_cost: 0.01169 s, avg_batch_cost: 0.44123 s, avg_samples: 256.0, ips: 580.19020 samples/s, eta: 10:02:48 +[2025/07/23 00:26:19] openrec INFO: epoch: [12/60], global_step: 19100, lr: 0.000474, loss: 0.374547, avg_reader_cost: 0.00921 s, avg_batch_cost: 0.41307 s, avg_samples: 256.0, ips: 619.75306 samples/s, eta: 10:02:42 +[2025/07/23 00:26:24] openrec INFO: epoch: [12/60], global_step: 19110, lr: 0.000474, loss: 0.392077, avg_reader_cost: 0.00923 s, avg_batch_cost: 0.43420 s, avg_samples: 256.0, ips: 589.59656 samples/s, eta: 10:02:37 +[2025/07/23 00:26:28] openrec INFO: epoch: [12/60], global_step: 19120, lr: 0.000473, loss: 0.353374, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.42145 s, avg_samples: 256.0, ips: 607.43390 samples/s, eta: 10:02:31 +[2025/07/23 00:26:32] openrec INFO: epoch: [12/60], global_step: 19130, lr: 0.000473, loss: 0.343709, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.39076 s, avg_samples: 256.0, ips: 655.13640 samples/s, eta: 10:02:24 +[2025/07/23 00:26:36] openrec INFO: epoch: [12/60], global_step: 19140, lr: 0.000473, loss: 0.354419, avg_reader_cost: 0.00960 s, avg_batch_cost: 0.42453 s, avg_samples: 256.0, ips: 603.01344 samples/s, eta: 10:02:19 +[2025/07/23 00:26:40] openrec INFO: epoch: [12/60], global_step: 19150, lr: 0.000473, loss: 0.363378, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.41392 s, avg_samples: 256.0, ips: 618.46977 samples/s, eta: 10:02:13 +[2025/07/23 00:26:45] openrec INFO: epoch: [12/60], global_step: 19160, lr: 0.000473, loss: 0.347263, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.41839 s, avg_samples: 256.0, ips: 611.86818 samples/s, eta: 10:02:07 +[2025/07/23 00:26:49] openrec INFO: epoch: [12/60], global_step: 19170, lr: 0.000473, loss: 0.340812, avg_reader_cost: 0.00929 s, avg_batch_cost: 0.41655 s, avg_samples: 256.0, ips: 614.57188 samples/s, eta: 10:02:01 +[2025/07/23 00:26:53] openrec INFO: epoch: [12/60], global_step: 19180, lr: 0.000473, loss: 0.340812, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.40885 s, avg_samples: 256.0, ips: 626.14515 samples/s, eta: 10:01:55 +[2025/07/23 00:26:57] openrec INFO: epoch: [12/60], global_step: 19190, lr: 0.000473, loss: 0.353085, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.41289 s, avg_samples: 256.0, ips: 620.01960 samples/s, eta: 10:01:49 +[2025/07/23 00:27:01] openrec INFO: epoch: [12/60], global_step: 19200, lr: 0.000473, loss: 0.363441, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.40179 s, avg_samples: 256.0, ips: 637.15481 samples/s, eta: 10:01:42 +[2025/07/23 00:27:05] openrec INFO: epoch: [12/60], global_step: 19210, lr: 0.000473, loss: 0.342610, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.42787 s, avg_samples: 256.0, ips: 598.30792 samples/s, eta: 10:01:37 +[2025/07/23 00:27:10] openrec INFO: epoch: [12/60], global_step: 19220, lr: 0.000473, loss: 0.342610, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.43731 s, avg_samples: 256.0, ips: 585.40311 samples/s, eta: 10:01:32 +[2025/07/23 00:27:14] openrec INFO: epoch: [12/60], global_step: 19230, lr: 0.000473, loss: 0.368141, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.42880 s, avg_samples: 256.0, ips: 597.01913 samples/s, eta: 10:01:27 +[2025/07/23 00:27:18] openrec INFO: epoch: [12/60], global_step: 19240, lr: 0.000473, loss: 0.371706, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.43438 s, avg_samples: 256.0, ips: 589.34909 samples/s, eta: 10:01:22 +[2025/07/23 00:27:23] openrec INFO: epoch: [12/60], global_step: 19250, lr: 0.000473, loss: 0.368231, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.44284 s, avg_samples: 256.0, ips: 578.08932 samples/s, eta: 10:01:17 +[2025/07/23 00:27:27] openrec INFO: epoch: [12/60], global_step: 19260, lr: 0.000473, loss: 0.356182, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.42526 s, avg_samples: 256.0, ips: 601.98869 samples/s, eta: 10:01:12 +[2025/07/23 00:27:31] openrec INFO: epoch: [12/60], global_step: 19270, lr: 0.000473, loss: 0.394652, avg_reader_cost: 0.01200 s, avg_batch_cost: 0.41108 s, avg_samples: 256.0, ips: 622.74592 samples/s, eta: 10:01:06 +[2025/07/23 00:27:36] openrec INFO: epoch: [12/60], global_step: 19280, lr: 0.000473, loss: 0.355630, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.43979 s, avg_samples: 256.0, ips: 582.09154 samples/s, eta: 10:01:01 +[2025/07/23 00:27:39] openrec INFO: epoch: [12/60], global_step: 19290, lr: 0.000473, loss: 0.346254, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.38807 s, avg_samples: 256.0, ips: 659.67093 samples/s, eta: 10:00:54 +[2025/07/23 00:27:43] openrec INFO: epoch: [12/60], global_step: 19300, lr: 0.000473, loss: 0.323588, avg_reader_cost: 0.01185 s, avg_batch_cost: 0.40263 s, avg_samples: 256.0, ips: 635.81547 samples/s, eta: 10:00:47 +[2025/07/23 00:27:48] openrec INFO: epoch: [12/60], global_step: 19310, lr: 0.000473, loss: 0.327987, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.42735 s, avg_samples: 256.0, ips: 599.04522 samples/s, eta: 10:00:42 +[2025/07/23 00:27:51] openrec INFO: epoch: [12/60], global_step: 19320, lr: 0.000473, loss: 0.342636, avg_reader_cost: 0.00944 s, avg_batch_cost: 0.37322 s, avg_samples: 256.0, ips: 685.93156 samples/s, eta: 10:00:34 +[2025/07/23 00:27:55] openrec INFO: epoch: [12/60], global_step: 19330, lr: 0.000473, loss: 0.344198, avg_reader_cost: 0.01287 s, avg_batch_cost: 0.39415 s, avg_samples: 256.0, ips: 649.49280 samples/s, eta: 10:00:28 +[2025/07/23 00:27:59] openrec INFO: epoch: [12/60], global_step: 19340, lr: 0.000473, loss: 0.344085, avg_reader_cost: 0.01092 s, avg_batch_cost: 0.40529 s, 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19390, lr: 0.000472, loss: 0.350971, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.44172 s, avg_samples: 256.0, ips: 579.55177 samples/s, eta: 9:59:56 +[2025/07/23 00:28:25] openrec INFO: epoch: [12/60], global_step: 19400, lr: 0.000472, loss: 0.379062, avg_reader_cost: 0.01077 s, avg_batch_cost: 0.41747 s, avg_samples: 256.0, ips: 613.21428 samples/s, eta: 9:59:50 +[2025/07/23 00:28:30] openrec INFO: epoch: [12/60], global_step: 19410, lr: 0.000472, loss: 0.378680, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.43973 s, avg_samples: 256.0, ips: 582.17858 samples/s, eta: 9:59:46 +[2025/07/23 00:28:34] openrec INFO: epoch: [12/60], global_step: 19420, lr: 0.000472, loss: 0.368214, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.43900 s, avg_samples: 256.0, ips: 583.14986 samples/s, eta: 9:59:41 +[2025/07/23 00:28:38] openrec INFO: epoch: [12/60], global_step: 19430, lr: 0.000472, loss: 0.376574, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.42084 s, avg_samples: 256.0, ips: 608.30240 samples/s, eta: 9:59:35 +[2025/07/23 00:28:43] openrec INFO: epoch: [12/60], global_step: 19440, lr: 0.000472, loss: 0.380047, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.41835 s, avg_samples: 256.0, ips: 611.92972 samples/s, eta: 9:59:29 +[2025/07/23 00:28:47] openrec INFO: epoch: [12/60], global_step: 19450, lr: 0.000472, loss: 0.364038, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.40470 s, avg_samples: 256.0, ips: 632.57290 samples/s, eta: 9:59:23 +[2025/07/23 00:28:51] openrec INFO: epoch: [12/60], global_step: 19460, lr: 0.000472, loss: 0.365071, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.44459 s, avg_samples: 256.0, ips: 575.81501 samples/s, eta: 9:59:18 +[2025/07/23 00:28:55] openrec INFO: epoch: [12/60], global_step: 19470, lr: 0.000472, loss: 0.395769, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.42713 s, avg_samples: 256.0, ips: 599.35485 samples/s, eta: 9:59:13 +[2025/07/23 00:29:00] openrec INFO: epoch: [12/60], global_step: 19480, lr: 0.000472, loss: 0.378142, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.40719 s, avg_samples: 256.0, ips: 628.69897 samples/s, eta: 9:59:07 +[2025/07/23 00:29:04] openrec INFO: epoch: [12/60], global_step: 19490, lr: 0.000472, loss: 0.365672, avg_reader_cost: 0.01016 s, avg_batch_cost: 0.43927 s, avg_samples: 256.0, ips: 582.78499 samples/s, eta: 9:59:02 +[2025/07/23 00:29:08] openrec INFO: epoch: [12/60], global_step: 19500, lr: 0.000472, loss: 0.362489, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.43824 s, avg_samples: 256.0, ips: 584.16109 samples/s, eta: 9:58:57 +[2025/07/23 00:29:12] openrec INFO: cur metric, acc: 0.9234271510438368, norm_edit_dis: 0.9726413955362962, num_samples: 7248, fps: 2820.399421193245 +[2025/07/23 00:29:12] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 00:29:12] openrec INFO: best metric, acc: 0.9234271510438368, norm_edit_dis: 0.9726413955362962, num_samples: 7248, fps: 2820.399421193245, best_epoch: 12 +[2025/07/23 00:29:17] openrec INFO: epoch: [12/60], global_step: 19510, lr: 0.000472, loss: 0.364531, avg_reader_cost: 0.41040 s, avg_batch_cost: 0.83050 s, avg_samples: 256.0, ips: 308.24975 samples/s, eta: 9:59:08 +[2025/07/23 00:29:21] openrec INFO: epoch: [12/60], global_step: 19520, lr: 0.000472, loss: 0.382270, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.44151 s, avg_samples: 256.0, ips: 579.82392 samples/s, eta: 9:59:04 +[2025/07/23 00:29:26] openrec INFO: epoch: [12/60], global_step: 19530, lr: 0.000472, loss: 0.365077, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.44252 s, avg_samples: 256.0, ips: 578.50614 samples/s, eta: 9:58:59 +[2025/07/23 00:29:30] openrec INFO: epoch: [12/60], global_step: 19540, lr: 0.000472, loss: 0.354081, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.43325 s, avg_samples: 256.0, ips: 590.88657 samples/s, eta: 9:58:54 +[2025/07/23 00:29:34] openrec INFO: epoch: [12/60], global_step: 19550, lr: 0.000472, loss: 0.369395, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.40029 s, avg_samples: 256.0, ips: 639.53571 samples/s, eta: 9:58:47 +[2025/07/23 00:29:38] openrec INFO: epoch: [12/60], global_step: 19560, lr: 0.000472, loss: 0.366625, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.43254 s, avg_samples: 256.0, ips: 591.85717 samples/s, eta: 9:58:42 +[2025/07/23 00:29:39] openrec INFO: epoch: [12/60], global_step: 19562, lr: 0.000472, loss: 0.360662, avg_reader_cost: 0.00163 s, avg_batch_cost: 0.09517 s, avg_samples: 51.2, ips: 537.97699 samples/s, eta: 9:58:42 +[2025/07/23 00:29:54] openrec INFO: cur metric, acc: 0.9187362018229357, norm_edit_dis: 0.9700113396514949, num_samples: 7248, fps: 534.2326471174458 +[2025/07/23 00:29:54] openrec INFO: best metric, acc: 0.9234271510438368, norm_edit_dis: 0.9726413955362962, num_samples: 7248, fps: 2820.399421193245, best_epoch: 12 +[2025/07/23 00:29:55] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 00:29:56] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_12.pth +[2025/07/23 00:29:56] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep13/gpu0_ep13 +[2025/07/23 00:29:56] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep13/gpu1_ep13 +[2025/07/23 00:29:56] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep13/gpu3_ep13 +[2025/07/23 00:29:56] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep13/gpu2_ep13 +[2025/07/23 00:30:05] openrec INFO: 0 +[2025/07/23 00:30:05] openrec INFO: 789713 +[2025/07/23 00:30:05] openrec INFO: 959045 +[2025/07/23 00:30:05] openrec INFO: 666593 +[2025/07/23 00:30:05] openrec INFO: 997212 +[2025/07/23 00:30:10] openrec INFO: epoch: [13/60], global_step: 19570, lr: 0.000472, loss: 0.347267, avg_reader_cost: 2.83132 s, avg_batch_cost: 3.12596 s, avg_samples: 204.8, ips: 65.51578 samples/s, eta: 9:59:48 +[2025/07/23 00:30:14] openrec INFO: epoch: [13/60], global_step: 19580, lr: 0.000472, loss: 0.335547, avg_reader_cost: 0.00876 s, avg_batch_cost: 0.36951 s, avg_samples: 256.0, ips: 692.81081 samples/s, eta: 9:59:41 +[2025/07/23 00:30:18] openrec INFO: epoch: [13/60], global_step: 19590, lr: 0.000472, loss: 0.314524, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.37741 s, avg_samples: 256.0, ips: 678.31357 samples/s, eta: 9:59:33 +[2025/07/23 00:30:22] openrec INFO: epoch: [13/60], global_step: 19600, lr: 0.000472, loss: 0.344099, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.38890 s, avg_samples: 256.0, ips: 658.25889 samples/s, eta: 9:59:26 +[2025/07/23 00:30:26] openrec INFO: epoch: [13/60], global_step: 19610, lr: 0.000472, loss: 0.342267, avg_reader_cost: 0.01566 s, avg_batch_cost: 0.37053 s, avg_samples: 256.0, ips: 690.90549 samples/s, eta: 9:59:18 +[2025/07/23 00:30:30] openrec INFO: epoch: [13/60], global_step: 19620, lr: 0.000472, loss: 0.327474, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.40326 s, avg_samples: 256.0, ips: 634.82164 samples/s, eta: 9:59:12 +[2025/07/23 00:30:33] openrec INFO: epoch: [13/60], global_step: 19630, lr: 0.000472, loss: 0.334050, avg_reader_cost: 0.00914 s, avg_batch_cost: 0.37365 s, avg_samples: 256.0, ips: 685.12825 samples/s, eta: 9:59:04 +[2025/07/23 00:30:37] openrec INFO: epoch: [13/60], global_step: 19640, lr: 0.000472, loss: 0.341900, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.40959 s, avg_samples: 256.0, ips: 625.01729 samples/s, eta: 9:58:58 +[2025/07/23 00:30:42] openrec INFO: epoch: [13/60], global_step: 19650, lr: 0.000472, loss: 0.355702, avg_reader_cost: 0.00960 s, avg_batch_cost: 0.43192 s, avg_samples: 256.0, ips: 592.70562 samples/s, eta: 9:58:53 +[2025/07/23 00:30:46] openrec INFO: epoch: [13/60], global_step: 19660, lr: 0.000471, loss: 0.356791, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.44138 s, avg_samples: 256.0, ips: 580.00013 samples/s, eta: 9:58:48 +[2025/07/23 00:30:51] openrec INFO: epoch: [13/60], global_step: 19670, lr: 0.000471, loss: 0.339592, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.44570 s, avg_samples: 256.0, ips: 574.37154 samples/s, eta: 9:58:44 +[2025/07/23 00:30:55] openrec INFO: epoch: [13/60], global_step: 19680, lr: 0.000471, loss: 0.330715, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.43941 s, avg_samples: 256.0, ips: 582.60044 samples/s, eta: 9:58:39 +[2025/07/23 00:30:59] openrec INFO: epoch: [13/60], global_step: 19690, lr: 0.000471, loss: 0.353428, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.44071 s, avg_samples: 256.0, ips: 580.87910 samples/s, eta: 9:58:34 +[2025/07/23 00:31:04] openrec INFO: epoch: [13/60], global_step: 19700, lr: 0.000471, loss: 0.385113, avg_reader_cost: 0.00957 s, avg_batch_cost: 0.42678 s, avg_samples: 256.0, ips: 599.84736 samples/s, eta: 9:58:29 +[2025/07/23 00:31:08] openrec INFO: epoch: [13/60], global_step: 19710, lr: 0.000471, loss: 0.353142, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.43684 s, avg_samples: 256.0, ips: 586.02195 samples/s, eta: 9:58:24 +[2025/07/23 00:31:12] openrec INFO: epoch: [13/60], global_step: 19720, lr: 0.000471, loss: 0.339005, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.42335 s, avg_samples: 256.0, ips: 604.69434 samples/s, eta: 9:58:18 +[2025/07/23 00:31:17] openrec INFO: epoch: [13/60], global_step: 19730, lr: 0.000471, loss: 0.338024, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.42022 s, avg_samples: 256.0, ips: 609.20236 samples/s, eta: 9:58:12 +[2025/07/23 00:31:21] openrec INFO: epoch: [13/60], global_step: 19740, lr: 0.000471, loss: 0.318744, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.44158 s, avg_samples: 256.0, ips: 579.73172 samples/s, eta: 9:58:08 +[2025/07/23 00:31:25] openrec INFO: epoch: [13/60], global_step: 19750, lr: 0.000471, loss: 0.325589, avg_reader_cost: 0.01162 s, avg_batch_cost: 0.43824 s, avg_samples: 256.0, ips: 584.15403 samples/s, eta: 9:58:03 +[2025/07/23 00:31:30] openrec INFO: epoch: [13/60], global_step: 19760, lr: 0.000471, loss: 0.341015, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.43733 s, avg_samples: 256.0, ips: 585.36766 samples/s, eta: 9:57:58 +[2025/07/23 00:31:34] openrec INFO: epoch: [13/60], global_step: 19770, lr: 0.000471, loss: 0.345845, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.41325 s, avg_samples: 256.0, ips: 619.48321 samples/s, eta: 9:57:52 +[2025/07/23 00:31:38] openrec INFO: epoch: [13/60], global_step: 19780, lr: 0.000471, loss: 0.348465, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.44571 s, avg_samples: 256.0, ips: 574.36306 samples/s, eta: 9:57:47 +[2025/07/23 00:31:43] openrec INFO: epoch: [13/60], global_step: 19790, lr: 0.000471, loss: 0.347402, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.43892 s, avg_samples: 256.0, ips: 583.24432 samples/s, eta: 9:57:42 +[2025/07/23 00:31:47] openrec INFO: epoch: [13/60], global_step: 19800, lr: 0.000471, loss: 0.347402, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.43008 s, avg_samples: 256.0, ips: 595.23574 samples/s, eta: 9:57:37 +[2025/07/23 00:31:51] openrec INFO: epoch: [13/60], global_step: 19810, lr: 0.000471, loss: 0.374253, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.43574 s, avg_samples: 256.0, ips: 587.51114 samples/s, eta: 9:57:32 +[2025/07/23 00:31:56] openrec INFO: epoch: [13/60], global_step: 19820, lr: 0.000471, loss: 0.369557, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.42769 s, avg_samples: 256.0, ips: 598.56624 samples/s, eta: 9:57:26 +[2025/07/23 00:32:00] openrec INFO: epoch: [13/60], global_step: 19830, lr: 0.000471, loss: 0.335578, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.43823 s, avg_samples: 256.0, ips: 584.16601 samples/s, eta: 9:57:22 +[2025/07/23 00:32:05] openrec INFO: epoch: [13/60], global_step: 19840, lr: 0.000471, loss: 0.342892, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.44309 s, avg_samples: 256.0, ips: 577.76718 samples/s, eta: 9:57:17 +[2025/07/23 00:32:09] openrec INFO: epoch: [13/60], global_step: 19850, lr: 0.000471, loss: 0.379466, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.43501 s, avg_samples: 256.0, ips: 588.49008 samples/s, eta: 9:57:12 +[2025/07/23 00:32:13] openrec INFO: epoch: [13/60], global_step: 19860, lr: 0.000471, loss: 0.371177, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.40694 s, avg_samples: 256.0, ips: 629.08680 samples/s, eta: 9:57:06 +[2025/07/23 00:32:17] openrec INFO: epoch: [13/60], global_step: 19870, lr: 0.000471, loss: 0.352299, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.44184 s, avg_samples: 256.0, ips: 579.39669 samples/s, eta: 9:57:01 +[2025/07/23 00:32:22] openrec INFO: epoch: [13/60], global_step: 19880, lr: 0.000471, loss: 0.362699, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.43597 s, avg_samples: 256.0, ips: 587.19650 samples/s, eta: 9:56:56 +[2025/07/23 00:32:26] openrec INFO: epoch: [13/60], global_step: 19890, lr: 0.000471, loss: 0.345445, avg_reader_cost: 0.01084 s, avg_batch_cost: 0.43734 s, avg_samples: 256.0, ips: 585.35665 samples/s, eta: 9:56:51 +[2025/07/23 00:32:31] openrec INFO: epoch: [13/60], global_step: 19900, lr: 0.000471, loss: 0.359310, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.44069 s, avg_samples: 256.0, ips: 580.90502 samples/s, eta: 9:56:46 +[2025/07/23 00:32:35] openrec INFO: epoch: [13/60], global_step: 19910, lr: 0.000471, loss: 0.346414, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.44217 s, avg_samples: 256.0, ips: 578.95863 samples/s, eta: 9:56:41 +[2025/07/23 00:32:39] openrec INFO: epoch: [13/60], global_step: 19920, lr: 0.000470, loss: 0.335717, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.43763 s, avg_samples: 256.0, ips: 584.97269 samples/s, eta: 9:56:36 +[2025/07/23 00:32:44] openrec INFO: epoch: [13/60], global_step: 19930, lr: 0.000470, loss: 0.371091, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.43953 s, avg_samples: 256.0, ips: 582.44635 samples/s, eta: 9:56:31 +[2025/07/23 00:32:48] openrec INFO: epoch: [13/60], global_step: 19940, lr: 0.000470, loss: 0.371091, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.44542 s, avg_samples: 256.0, ips: 574.74134 samples/s, eta: 9:56:27 +[2025/07/23 00:32:53] openrec INFO: epoch: [13/60], global_step: 19950, lr: 0.000470, loss: 0.339810, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.43277 s, avg_samples: 256.0, ips: 591.54343 samples/s, eta: 9:56:22 +[2025/07/23 00:32:57] openrec INFO: epoch: [13/60], global_step: 19960, lr: 0.000470, loss: 0.351456, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.44600 s, avg_samples: 256.0, ips: 573.99563 samples/s, eta: 9:56:17 +[2025/07/23 00:33:02] openrec INFO: epoch: [13/60], global_step: 19970, lr: 0.000470, loss: 0.374797, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.43730 s, avg_samples: 256.0, ips: 585.41687 samples/s, eta: 9:56:12 +[2025/07/23 00:33:06] openrec INFO: epoch: [13/60], global_step: 19980, lr: 0.000470, loss: 0.321443, avg_reader_cost: 0.01249 s, avg_batch_cost: 0.44240 s, avg_samples: 256.0, ips: 578.66683 samples/s, eta: 9:56:07 +[2025/07/23 00:33:10] openrec INFO: epoch: [13/60], global_step: 19990, lr: 0.000470, loss: 0.328538, avg_reader_cost: 0.00932 s, avg_batch_cost: 0.43657 s, avg_samples: 256.0, ips: 586.39518 samples/s, eta: 9:56:02 +[2025/07/23 00:33:15] openrec INFO: epoch: [13/60], global_step: 20000, lr: 0.000470, loss: 0.372704, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.43521 s, avg_samples: 256.0, ips: 588.21883 samples/s, eta: 9:55:57 +[2025/07/23 00:33:18] openrec INFO: cur metric, acc: 0.9168046344966824, norm_edit_dis: 0.9708031333570432, num_samples: 7248, fps: 2805.581183679033 +[2025/07/23 00:33:18] openrec INFO: best metric, acc: 0.9234271510438368, norm_edit_dis: 0.9726413955362962, num_samples: 7248, fps: 2820.399421193245, best_epoch: 12 +[2025/07/23 00:33:20] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/iter_latest.pth +[2025/07/23 00:33:24] openrec INFO: epoch: [13/60], global_step: 20010, lr: 0.000470, loss: 0.360387, avg_reader_cost: 0.52640 s, avg_batch_cost: 0.95362 s, avg_samples: 256.0, ips: 268.44999 samples/s, eta: 9:56:13 +[2025/07/23 00:33:29] openrec INFO: epoch: [13/60], global_step: 20020, lr: 0.000470, loss: 0.384097, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.44466 s, avg_samples: 256.0, ips: 575.72692 samples/s, eta: 9:56:08 +[2025/07/23 00:33:33] openrec INFO: epoch: [13/60], global_step: 20030, lr: 0.000470, loss: 0.384097, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.43699 s, avg_samples: 256.0, ips: 585.82062 samples/s, eta: 9:56:03 +[2025/07/23 00:33:38] openrec INFO: epoch: [13/60], global_step: 20040, lr: 0.000470, loss: 0.366511, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.44410 s, avg_samples: 256.0, ips: 576.44078 samples/s, eta: 9:55:58 +[2025/07/23 00:33:42] openrec INFO: epoch: [13/60], global_step: 20050, lr: 0.000470, loss: 0.342587, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.44184 s, avg_samples: 256.0, ips: 579.40078 samples/s, eta: 9:55:54 +[2025/07/23 00:33:58] openrec INFO: epoch: [13/60], global_step: 20060, lr: 0.000470, loss: 0.332397, avg_reader_cost: 0.01211 s, avg_batch_cost: 1.59119 s, avg_samples: 256.0, ips: 160.88582 samples/s, eta: 9:56:34 +[2025/07/23 00:34:02] openrec INFO: epoch: [13/60], global_step: 20070, lr: 0.000470, loss: 0.331953, avg_reader_cost: 0.01167 s, avg_batch_cost: 0.37104 s, avg_samples: 256.0, ips: 689.94683 samples/s, eta: 9:56:27 +[2025/07/23 00:34:05] openrec INFO: epoch: [13/60], global_step: 20080, lr: 0.000470, loss: 0.317179, avg_reader_cost: 0.01155 s, avg_batch_cost: 0.35973 s, avg_samples: 256.0, ips: 711.64828 samples/s, eta: 9:56:19 +[2025/07/23 00:34:09] openrec INFO: epoch: [13/60], global_step: 20090, lr: 0.000470, loss: 0.385898, avg_reader_cost: 0.01177 s, 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+[2025/07/23 00:35:24] openrec INFO: epoch: [13/60], global_step: 20280, lr: 0.000469, loss: 0.322968, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.42605 s, avg_samples: 256.0, ips: 600.86428 samples/s, eta: 9:54:03 +[2025/07/23 00:35:28] openrec INFO: epoch: [13/60], global_step: 20290, lr: 0.000469, loss: 0.359714, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.39273 s, avg_samples: 256.0, ips: 651.84282 samples/s, eta: 9:53:56 +[2025/07/23 00:35:32] openrec INFO: epoch: [13/60], global_step: 20300, lr: 0.000469, loss: 0.375509, avg_reader_cost: 0.00911 s, avg_batch_cost: 0.40646 s, avg_samples: 256.0, ips: 629.82861 samples/s, eta: 9:53:50 +[2025/07/23 00:35:36] openrec INFO: epoch: [13/60], global_step: 20310, lr: 0.000469, loss: 0.314130, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.39385 s, avg_samples: 256.0, ips: 650.00047 samples/s, eta: 9:53:43 +[2025/07/23 00:35:40] openrec INFO: epoch: [13/60], global_step: 20320, lr: 0.000469, loss: 0.341380, avg_reader_cost: 0.00950 s, 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+[2025/07/23 00:36:57] openrec INFO: cur metric, acc: 0.922047460096513, norm_edit_dis: 0.9729431379479354, num_samples: 7248, fps: 2827.0981795443527 +[2025/07/23 00:36:57] openrec INFO: best metric, acc: 0.9234271510438368, norm_edit_dis: 0.9726413955362962, num_samples: 7248, fps: 2820.399421193245, best_epoch: 12 +[2025/07/23 00:37:01] openrec INFO: epoch: [13/60], global_step: 20510, lr: 0.000468, loss: 0.351754, avg_reader_cost: 0.36315 s, avg_batch_cost: 0.77076 s, avg_samples: 256.0, ips: 332.14120 samples/s, eta: 9:51:56 +[2025/07/23 00:37:05] openrec INFO: epoch: [13/60], global_step: 20520, lr: 0.000468, loss: 0.362293, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.37443 s, avg_samples: 256.0, ips: 683.70544 samples/s, eta: 9:51:49 +[2025/07/23 00:37:09] openrec INFO: epoch: [13/60], global_step: 20530, lr: 0.000468, loss: 0.362032, avg_reader_cost: 0.00882 s, avg_batch_cost: 0.37858 s, avg_samples: 256.0, ips: 676.20442 samples/s, eta: 9:51:42 +[2025/07/23 00:37:13] openrec 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lr: 0.000467, loss: 0.340682, avg_reader_cost: 0.01205 s, avg_batch_cost: 0.37760 s, avg_samples: 256.0, ips: 677.96550 samples/s, eta: 9:48:20 +[2025/07/23 00:39:27] openrec INFO: epoch: [13/60], global_step: 20870, lr: 0.000467, loss: 0.326367, avg_reader_cost: 0.00890 s, avg_batch_cost: 0.41148 s, avg_samples: 256.0, ips: 622.13898 samples/s, eta: 9:48:14 +[2025/07/23 00:39:32] openrec INFO: epoch: [13/60], global_step: 20880, lr: 0.000467, loss: 0.346409, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.43731 s, avg_samples: 256.0, ips: 585.39782 samples/s, eta: 9:48:09 +[2025/07/23 00:39:36] openrec INFO: epoch: [13/60], global_step: 20890, lr: 0.000467, loss: 0.339823, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.42202 s, avg_samples: 256.0, ips: 606.60600 samples/s, eta: 9:48:04 +[2025/07/23 00:39:40] openrec INFO: epoch: [13/60], global_step: 20900, lr: 0.000467, loss: 0.324626, avg_reader_cost: 0.01292 s, avg_batch_cost: 0.40330 s, avg_samples: 256.0, ips: 634.76688 samples/s, 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INFO: epoch: [13/60], global_step: 21000, lr: 0.000466, loss: 0.369822, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.42388 s, avg_samples: 256.0, ips: 603.93995 samples/s, eta: 9:46:58 +[2025/07/23 00:40:25] openrec INFO: cur metric, acc: 0.9187362018229357, norm_edit_dis: 0.9712548215217963, num_samples: 7248, fps: 2783.798988355966 +[2025/07/23 00:40:25] openrec INFO: best metric, acc: 0.9234271510438368, norm_edit_dis: 0.9726413955362962, num_samples: 7248, fps: 2820.399421193245, best_epoch: 12 +[2025/07/23 00:40:28] openrec INFO: epoch: [13/60], global_step: 21010, lr: 0.000466, loss: 0.392183, avg_reader_cost: 0.36828 s, avg_batch_cost: 0.74862 s, avg_samples: 256.0, ips: 341.96108 samples/s, eta: 9:47:05 +[2025/07/23 00:40:33] openrec INFO: epoch: [13/60], global_step: 21020, lr: 0.000466, loss: 0.325590, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.42975 s, avg_samples: 256.0, ips: 595.70203 samples/s, eta: 9:47:00 +[2025/07/23 00:40:37] openrec INFO: epoch: [13/60], global_step: 21030, lr: 0.000466, loss: 0.302822, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.42968 s, avg_samples: 256.0, ips: 595.78876 samples/s, eta: 9:46:55 +[2025/07/23 00:40:41] openrec INFO: epoch: [13/60], global_step: 21040, lr: 0.000466, loss: 0.330114, avg_reader_cost: 0.01116 s, avg_batch_cost: 0.40357 s, avg_samples: 256.0, ips: 634.34001 samples/s, eta: 9:46:49 +[2025/07/23 00:40:45] openrec INFO: epoch: [13/60], global_step: 21050, lr: 0.000466, loss: 0.343147, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.41733 s, avg_samples: 256.0, ips: 613.42809 samples/s, eta: 9:46:43 +[2025/07/23 00:40:49] openrec INFO: epoch: [13/60], global_step: 21060, lr: 0.000466, loss: 0.364609, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.38672 s, avg_samples: 256.0, ips: 661.97315 samples/s, eta: 9:46:36 +[2025/07/23 00:40:53] openrec INFO: epoch: [13/60], global_step: 21070, lr: 0.000466, loss: 0.370047, avg_reader_cost: 0.01075 s, avg_batch_cost: 0.38265 s, avg_samples: 256.0, ips: 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0.375819, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.41787 s, avg_samples: 256.0, ips: 612.62968 samples/s, eta: 9:46:00 +[2025/07/23 00:41:18] openrec INFO: epoch: [13/60], global_step: 21130, lr: 0.000466, loss: 0.346433, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.43712 s, avg_samples: 256.0, ips: 585.65769 samples/s, eta: 9:45:55 +[2025/07/23 00:41:22] openrec INFO: epoch: [13/60], global_step: 21140, lr: 0.000466, loss: 0.354696, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.42246 s, avg_samples: 256.0, ips: 605.97520 samples/s, eta: 9:45:50 +[2025/07/23 00:41:26] openrec INFO: epoch: [13/60], global_step: 21150, lr: 0.000466, loss: 0.367007, avg_reader_cost: 0.00917 s, avg_batch_cost: 0.38299 s, avg_samples: 256.0, ips: 668.42609 samples/s, eta: 9:45:43 +[2025/07/23 00:41:30] openrec INFO: epoch: [13/60], global_step: 21160, lr: 0.000465, loss: 0.361892, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.42612 s, avg_samples: 256.0, ips: 600.76494 samples/s, eta: 9:45:38 +[2025/07/23 00:41:35] openrec INFO: epoch: [13/60], global_step: 21170, lr: 0.000465, loss: 0.371750, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.41878 s, avg_samples: 256.0, ips: 611.30312 samples/s, eta: 9:45:32 +[2025/07/23 00:41:39] openrec INFO: epoch: [13/60], global_step: 21180, lr: 0.000465, loss: 0.363661, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.42972 s, avg_samples: 256.0, ips: 595.73283 samples/s, eta: 9:45:27 +[2025/07/23 00:41:43] openrec INFO: epoch: [13/60], global_step: 21190, lr: 0.000465, loss: 0.347401, avg_reader_cost: 0.01204 s, avg_batch_cost: 0.42284 s, avg_samples: 256.0, ips: 605.43569 samples/s, eta: 9:45:21 +[2025/07/23 00:41:47] openrec INFO: epoch: [13/60], global_step: 21200, lr: 0.000465, loss: 0.350991, avg_reader_cost: 0.00899 s, avg_batch_cost: 0.37315 s, avg_samples: 256.0, ips: 686.04774 samples/s, eta: 9:45:14 +[2025/07/23 00:41:51] openrec INFO: epoch: [13/60], global_step: 21210, lr: 0.000465, loss: 0.355902, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.41408 s, avg_samples: 256.0, ips: 618.24375 samples/s, eta: 9:45:08 +[2025/07/23 00:41:55] openrec INFO: epoch: [13/60], global_step: 21220, lr: 0.000465, loss: 0.349011, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.39259 s, avg_samples: 256.0, ips: 652.07230 samples/s, eta: 9:45:02 +[2025/07/23 00:41:59] openrec INFO: epoch: [13/60], global_step: 21230, lr: 0.000465, loss: 0.348750, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.42119 s, avg_samples: 256.0, ips: 607.79961 samples/s, eta: 9:44:57 +[2025/07/23 00:42:15] openrec INFO: cur metric, acc: 0.9214955837175833, norm_edit_dis: 0.9717988543236203, num_samples: 7248, fps: 499.3840866242362 +[2025/07/23 00:42:15] openrec INFO: best metric, acc: 0.9234271510438368, norm_edit_dis: 0.9726413955362962, num_samples: 7248, fps: 2820.399421193245, best_epoch: 12 +[2025/07/23 00:42:17] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 00:42:17] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_13.pth +[2025/07/23 00:42:17] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep14/gpu1_ep14 +[2025/07/23 00:42:17] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep14/gpu2_ep14 +[2025/07/23 00:42:17] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep14/gpu3_ep14 +[2025/07/23 00:42:17] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep14/gpu0_ep14 +[2025/07/23 00:42:27] openrec INFO: 0 +[2025/07/23 00:42:27] openrec INFO: 791392 +[2025/07/23 00:42:27] openrec INFO: 960829 +[2025/07/23 00:42:27] openrec INFO: 666456 +[2025/07/23 00:42:27] openrec INFO: 998813 +[2025/07/23 00:42:33] openrec INFO: epoch: [14/60], global_step: 21240, lr: 0.000465, loss: 0.346877, avg_reader_cost: 3.01890 s, avg_batch_cost: 3.39104 s, avg_samples: 256.0, ips: 75.49309 samples/s, eta: 9:47:44 +[2025/07/23 00:42:37] openrec INFO: epoch: [14/60], global_step: 21250, lr: 0.000465, loss: 0.338820, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.37813 s, avg_samples: 256.0, ips: 677.00934 samples/s, eta: 9:47:37 +[2025/07/23 00:42:40] openrec INFO: epoch: [14/60], global_step: 21260, lr: 0.000465, loss: 0.320511, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.35191 s, avg_samples: 256.0, ips: 727.46342 samples/s, eta: 9:47:29 +[2025/07/23 00:42:44] openrec INFO: epoch: [14/60], global_step: 21270, lr: 0.000465, loss: 0.310953, avg_reader_cost: 0.00937 s, avg_batch_cost: 0.35978 s, avg_samples: 256.0, ips: 711.55330 samples/s, eta: 9:47:21 +[2025/07/23 00:42:48] openrec INFO: epoch: [14/60], global_step: 21280, lr: 0.000465, loss: 0.350174, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.40041 s, avg_samples: 256.0, 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+[2025/07/23 00:43:28] openrec INFO: epoch: [14/60], global_step: 21380, lr: 0.000465, loss: 0.345967, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.39617 s, avg_samples: 256.0, ips: 646.18247 samples/s, eta: 9:46:11 +[2025/07/23 00:43:32] openrec INFO: epoch: [14/60], global_step: 21390, lr: 0.000464, loss: 0.340647, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.38831 s, avg_samples: 256.0, ips: 659.26015 samples/s, eta: 9:46:04 +[2025/07/23 00:43:36] openrec INFO: epoch: [14/60], global_step: 21400, lr: 0.000464, loss: 0.331673, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.41074 s, avg_samples: 256.0, ips: 623.26957 samples/s, eta: 9:45:59 +[2025/07/23 00:43:40] openrec INFO: epoch: [14/60], global_step: 21410, lr: 0.000464, loss: 0.331886, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.39234 s, avg_samples: 256.0, ips: 652.49942 samples/s, eta: 9:45:52 +[2025/07/23 00:43:44] openrec INFO: epoch: [14/60], global_step: 21420, lr: 0.000464, loss: 0.361848, avg_reader_cost: 0.01028 s, 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[14/60], global_step: 21470, lr: 0.000464, loss: 0.347650, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.39573 s, avg_samples: 256.0, ips: 646.90179 samples/s, eta: 9:45:16 +[2025/07/23 00:44:08] openrec INFO: epoch: [14/60], global_step: 21480, lr: 0.000464, loss: 0.329230, avg_reader_cost: 0.00944 s, avg_batch_cost: 0.40297 s, avg_samples: 256.0, ips: 635.28249 samples/s, eta: 9:45:09 +[2025/07/23 00:44:12] openrec INFO: epoch: [14/60], global_step: 21490, lr: 0.000464, loss: 0.319768, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.40783 s, avg_samples: 256.0, ips: 627.71565 samples/s, eta: 9:45:03 +[2025/07/23 00:44:16] openrec INFO: epoch: [14/60], global_step: 21500, lr: 0.000464, loss: 0.352717, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.38963 s, avg_samples: 256.0, ips: 657.02876 samples/s, eta: 9:44:57 +[2025/07/23 00:44:20] openrec INFO: cur metric, acc: 0.9279801311700053, norm_edit_dis: 0.97317061348217, num_samples: 7248, fps: 2787.899485527834 +[2025/07/23 00:44:21] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 00:44:21] openrec INFO: best metric, acc: 0.9279801311700053, norm_edit_dis: 0.97317061348217, num_samples: 7248, fps: 2787.899485527834, best_epoch: 14 +[2025/07/23 00:44:25] openrec INFO: epoch: [14/60], global_step: 21510, lr: 0.000464, loss: 0.299600, avg_reader_cost: 0.43820 s, avg_batch_cost: 0.85246 s, avg_samples: 256.0, ips: 300.30735 samples/s, eta: 9:45:07 +[2025/07/23 00:44:29] openrec INFO: epoch: [14/60], global_step: 21520, lr: 0.000464, loss: 0.322408, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.41496 s, avg_samples: 256.0, ips: 616.92746 samples/s, eta: 9:45:01 +[2025/07/23 00:44:33] openrec INFO: epoch: [14/60], global_step: 21530, lr: 0.000464, loss: 0.372165, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.40308 s, avg_samples: 256.0, ips: 635.11509 samples/s, eta: 9:44:55 +[2025/07/23 00:44:37] openrec INFO: 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INFO: epoch: [14/60], global_step: 22000, lr: 0.000462, loss: 0.309130, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.42712 s, avg_samples: 256.0, ips: 599.36978 samples/s, eta: 9:41:13 +[2025/07/23 00:48:05] openrec INFO: cur metric, acc: 0.9223233982859776, norm_edit_dis: 0.9722105458855311, num_samples: 7248, fps: 2813.299828760658 +[2025/07/23 00:48:05] openrec INFO: best metric, acc: 0.9279801311700053, norm_edit_dis: 0.97317061348217, num_samples: 7248, fps: 2787.899485527834, best_epoch: 14 +[2025/07/23 00:48:09] openrec INFO: epoch: [14/60], global_step: 22010, lr: 0.000462, loss: 0.345586, avg_reader_cost: 0.37514 s, avg_batch_cost: 0.79779 s, avg_samples: 256.0, ips: 320.88651 samples/s, eta: 9:41:21 +[2025/07/23 00:48:13] openrec INFO: epoch: [14/60], global_step: 22020, lr: 0.000462, loss: 0.365086, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.40436 s, avg_samples: 256.0, ips: 633.09297 samples/s, eta: 9:41:15 +[2025/07/23 00:48:18] openrec INFO: epoch: [14/60], 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+[2025/07/23 00:49:16] openrec INFO: epoch: [14/60], global_step: 22170, lr: 0.000461, loss: 0.326509, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.41121 s, avg_samples: 256.0, ips: 622.55727 samples/s, eta: 9:39:52 +[2025/07/23 00:49:20] openrec INFO: epoch: [14/60], global_step: 22180, lr: 0.000461, loss: 0.342044, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.42636 s, avg_samples: 256.0, ips: 600.42956 samples/s, eta: 9:39:47 +[2025/07/23 00:49:25] openrec INFO: epoch: [14/60], global_step: 22190, lr: 0.000461, loss: 0.324237, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.43881 s, avg_samples: 256.0, ips: 583.39722 samples/s, eta: 9:39:42 +[2025/07/23 00:49:29] openrec INFO: epoch: [14/60], global_step: 22200, lr: 0.000461, loss: 0.302310, avg_reader_cost: 0.01309 s, avg_batch_cost: 0.43648 s, avg_samples: 256.0, ips: 586.50982 samples/s, eta: 9:39:37 +[2025/07/23 00:49:34] openrec INFO: epoch: [14/60], global_step: 22210, lr: 0.000461, loss: 0.295757, avg_reader_cost: 0.00990 s, 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[14/60], global_step: 22260, lr: 0.000461, loss: 0.348903, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.41231 s, avg_samples: 256.0, ips: 620.88701 samples/s, eta: 9:39:04 +[2025/07/23 00:49:59] openrec INFO: epoch: [14/60], global_step: 22270, lr: 0.000461, loss: 0.341591, avg_reader_cost: 0.01169 s, avg_batch_cost: 0.41320 s, avg_samples: 256.0, ips: 619.56128 samples/s, eta: 9:38:58 +[2025/07/23 00:50:02] openrec INFO: epoch: [14/60], global_step: 22280, lr: 0.000461, loss: 0.342840, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.39651 s, avg_samples: 256.0, ips: 645.63062 samples/s, eta: 9:38:52 +[2025/07/23 00:50:07] openrec INFO: epoch: [14/60], global_step: 22290, lr: 0.000461, loss: 0.359390, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.43756 s, avg_samples: 256.0, ips: 585.06229 samples/s, eta: 9:38:47 +[2025/07/23 00:50:11] openrec INFO: epoch: [14/60], global_step: 22300, lr: 0.000461, loss: 0.366091, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.40747 s, avg_samples: 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+[2025/07/23 00:50:53] openrec INFO: epoch: [14/60], global_step: 22400, lr: 0.000460, loss: 0.321914, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.41846 s, avg_samples: 256.0, ips: 611.76826 samples/s, eta: 9:37:45 +[2025/07/23 00:50:57] openrec INFO: epoch: [14/60], global_step: 22410, lr: 0.000460, loss: 0.323241, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.43989 s, avg_samples: 256.0, ips: 581.96736 samples/s, eta: 9:37:41 +[2025/07/23 00:51:02] openrec INFO: epoch: [14/60], global_step: 22420, lr: 0.000460, loss: 0.311187, avg_reader_cost: 0.01063 s, avg_batch_cost: 0.43683 s, avg_samples: 256.0, ips: 586.04095 samples/s, eta: 9:37:36 +[2025/07/23 00:51:06] openrec INFO: epoch: [14/60], global_step: 22430, lr: 0.000460, loss: 0.328618, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.43727 s, avg_samples: 256.0, ips: 585.44898 samples/s, eta: 9:37:31 +[2025/07/23 00:51:10] openrec INFO: epoch: [14/60], global_step: 22440, lr: 0.000460, loss: 0.368588, avg_reader_cost: 0.01021 s, 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[14/60], global_step: 22490, lr: 0.000460, loss: 0.352227, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.41780 s, avg_samples: 256.0, ips: 612.73169 samples/s, eta: 9:36:54 +[2025/07/23 00:51:34] openrec INFO: epoch: [14/60], global_step: 22500, lr: 0.000460, loss: 0.363807, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.41511 s, avg_samples: 256.0, ips: 616.70749 samples/s, eta: 9:36:48 +[2025/07/23 00:51:38] openrec INFO: cur metric, acc: 0.9238410583280339, norm_edit_dis: 0.9727725068543824, num_samples: 7248, fps: 2820.899810565552 +[2025/07/23 00:51:38] openrec INFO: best metric, acc: 0.9279801311700053, norm_edit_dis: 0.97317061348217, num_samples: 7248, fps: 2787.899485527834, best_epoch: 14 +[2025/07/23 00:51:42] openrec INFO: epoch: [14/60], global_step: 22510, lr: 0.000460, loss: 0.361985, avg_reader_cost: 0.35836 s, avg_batch_cost: 0.78341 s, avg_samples: 256.0, ips: 326.77825 samples/s, eta: 9:36:55 +[2025/07/23 00:51:46] openrec INFO: epoch: [14/60], global_step: 22520, lr: 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INFO: epoch: [14/60], global_step: 22660, lr: 0.000459, loss: 0.346480, avg_reader_cost: 0.01182 s, avg_batch_cost: 0.41626 s, avg_samples: 256.0, ips: 614.99312 samples/s, eta: 9:35:35 +[2025/07/23 00:52:50] openrec INFO: epoch: [14/60], global_step: 22670, lr: 0.000459, loss: 0.324375, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.42212 s, avg_samples: 256.0, ips: 606.46330 samples/s, eta: 9:35:29 +[2025/07/23 00:52:54] openrec INFO: epoch: [14/60], global_step: 22680, lr: 0.000459, loss: 0.323173, avg_reader_cost: 0.01244 s, avg_batch_cost: 0.39943 s, avg_samples: 256.0, ips: 640.92021 samples/s, eta: 9:35:23 +[2025/07/23 00:52:58] openrec INFO: epoch: [14/60], global_step: 22690, lr: 0.000459, loss: 0.326148, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.42173 s, avg_samples: 256.0, ips: 607.01673 samples/s, eta: 9:35:18 +[2025/07/23 00:53:02] openrec INFO: epoch: [14/60], global_step: 22700, lr: 0.000459, loss: 0.334855, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.41377 s, avg_samples: 256.0, ips: 618.69717 samples/s, eta: 9:35:12 +[2025/07/23 00:53:06] openrec INFO: epoch: [14/60], global_step: 22710, lr: 0.000459, loss: 0.333051, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.40836 s, avg_samples: 256.0, ips: 626.89135 samples/s, eta: 9:35:06 +[2025/07/23 00:53:10] openrec INFO: epoch: [14/60], global_step: 22720, lr: 0.000459, loss: 0.327661, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.40340 s, avg_samples: 256.0, ips: 634.60714 samples/s, eta: 9:35:00 +[2025/07/23 00:53:15] openrec INFO: epoch: [14/60], global_step: 22730, lr: 0.000459, loss: 0.335785, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.43741 s, avg_samples: 256.0, ips: 585.26319 samples/s, eta: 9:34:56 +[2025/07/23 00:53:19] openrec INFO: epoch: [14/60], global_step: 22740, lr: 0.000459, loss: 0.350862, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.41407 s, avg_samples: 256.0, ips: 618.24689 samples/s, eta: 9:34:50 +[2025/07/23 00:53:23] openrec INFO: epoch: [14/60], global_step: 22750, lr: 0.000459, loss: 0.346028, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.39607 s, avg_samples: 256.0, ips: 646.35471 samples/s, eta: 9:34:44 +[2025/07/23 00:53:27] openrec INFO: epoch: [14/60], global_step: 22760, lr: 0.000458, loss: 0.320600, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.43435 s, avg_samples: 256.0, ips: 589.38752 samples/s, eta: 9:34:39 +[2025/07/23 00:53:31] openrec INFO: epoch: [14/60], global_step: 22770, lr: 0.000458, loss: 0.367024, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.41205 s, avg_samples: 256.0, ips: 621.28953 samples/s, eta: 9:34:33 +[2025/07/23 00:53:36] openrec INFO: epoch: [14/60], global_step: 22780, lr: 0.000458, loss: 0.369956, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.43207 s, avg_samples: 256.0, ips: 592.49293 samples/s, eta: 9:34:28 +[2025/07/23 00:53:40] openrec INFO: epoch: [14/60], global_step: 22790, lr: 0.000458, loss: 0.357293, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.44165 s, avg_samples: 256.0, ips: 579.64381 samples/s, eta: 9:34:23 +[2025/07/23 00:53:44] openrec INFO: epoch: [14/60], global_step: 22800, lr: 0.000458, loss: 0.351977, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.40999 s, avg_samples: 256.0, ips: 624.40722 samples/s, eta: 9:34:18 +[2025/07/23 00:53:48] openrec INFO: epoch: [14/60], global_step: 22810, lr: 0.000458, loss: 0.332087, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.36316 s, avg_samples: 256.0, ips: 704.92412 samples/s, eta: 9:34:10 +[2025/07/23 00:53:52] openrec INFO: epoch: [14/60], global_step: 22820, lr: 0.000458, loss: 0.341232, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.38879 s, avg_samples: 256.0, ips: 658.44966 samples/s, eta: 9:34:04 +[2025/07/23 00:53:56] openrec INFO: epoch: [14/60], global_step: 22830, lr: 0.000458, loss: 0.346315, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.39648 s, avg_samples: 256.0, ips: 645.67740 samples/s, eta: 9:33:58 +[2025/07/23 00:54:00] openrec INFO: epoch: [14/60], global_step: 22840, lr: 0.000458, loss: 0.339735, avg_reader_cost: 0.01396 s, avg_batch_cost: 0.41402 s, avg_samples: 256.0, ips: 618.32720 samples/s, eta: 9:33:52 +[2025/07/23 00:54:04] openrec INFO: epoch: [14/60], global_step: 22850, lr: 0.000458, loss: 0.345816, avg_reader_cost: 0.00882 s, avg_batch_cost: 0.39127 s, avg_samples: 256.0, ips: 654.28696 samples/s, eta: 9:33:46 +[2025/07/23 00:54:07] openrec INFO: epoch: [14/60], global_step: 22860, lr: 0.000458, loss: 0.359458, avg_reader_cost: 0.00896 s, avg_batch_cost: 0.38051 s, avg_samples: 256.0, ips: 672.78498 samples/s, eta: 9:33:39 +[2025/07/23 00:54:12] openrec INFO: epoch: [14/60], global_step: 22870, lr: 0.000458, loss: 0.344201, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.40676 s, avg_samples: 256.0, ips: 629.35991 samples/s, eta: 9:33:33 +[2025/07/23 00:54:16] openrec INFO: epoch: [14/60], global_step: 22880, lr: 0.000458, loss: 0.328601, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.43268 s, avg_samples: 256.0, ips: 591.65490 samples/s, eta: 9:33:28 +[2025/07/23 00:54:20] openrec INFO: epoch: [14/60], global_step: 22890, lr: 0.000458, loss: 0.328601, avg_reader_cost: 0.01061 s, avg_batch_cost: 0.42989 s, avg_samples: 256.0, ips: 595.50000 samples/s, eta: 9:33:23 +[2025/07/23 00:54:24] openrec INFO: epoch: [14/60], global_step: 22900, lr: 0.000458, loss: 0.348227, avg_reader_cost: 0.00960 s, avg_batch_cost: 0.42516 s, avg_samples: 256.0, ips: 602.12804 samples/s, eta: 9:33:18 +[2025/07/23 00:54:25] openrec INFO: epoch: [14/60], global_step: 22901, lr: 0.000458, loss: 0.348227, avg_reader_cost: 0.00060 s, avg_batch_cost: 0.03591 s, avg_samples: 25.6, ips: 712.84628 samples/s, eta: 9:33:17 +[2025/07/23 00:54:41] openrec INFO: cur metric, acc: 0.9181843254440062, norm_edit_dis: 0.9705243089246745, num_samples: 7248, fps: 490.0908351691532 +[2025/07/23 00:54:41] openrec INFO: best metric, acc: 0.9279801311700053, norm_edit_dis: 0.97317061348217, num_samples: 7248, fps: 2787.899485527834, best_epoch: 14 +[2025/07/23 00:54:42] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 00:54:43] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_14.pth +[2025/07/23 00:54:43] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep15/gpu1_ep15 +[2025/07/23 00:54:43] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep15/gpu0_ep15 +[2025/07/23 00:54:43] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep15/gpu3_ep15 +[2025/07/23 00:54:43] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep15/gpu2_ep15 +[2025/07/23 00:54:52] openrec INFO: 0 +[2025/07/23 00:54:52] openrec INFO: 791748 +[2025/07/23 00:54:52] openrec INFO: 960783 +[2025/07/23 00:54:52] openrec INFO: 666644 +[2025/07/23 00:54:52] openrec INFO: 997351 +[2025/07/23 00:54:58] openrec INFO: epoch: [15/60], global_step: 22910, lr: 0.000458, loss: 0.335868, avg_reader_cost: 2.99188 s, avg_batch_cost: 3.36294 s, avg_samples: 230.4, ips: 68.51146 samples/s, eta: 9:34:32 +[2025/07/23 00:55:02] openrec INFO: epoch: [15/60], global_step: 22920, lr: 0.000458, loss: 0.292665, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.39641 s, avg_samples: 256.0, ips: 645.79786 samples/s, eta: 9:34:26 +[2025/07/23 00:55:06] openrec INFO: epoch: [15/60], global_step: 22930, lr: 0.000458, loss: 0.265683, avg_reader_cost: 0.01150 s, avg_batch_cost: 0.39488 s, avg_samples: 256.0, ips: 648.29993 samples/s, eta: 9:34:19 +[2025/07/23 00:55:10] openrec INFO: epoch: [15/60], global_step: 22940, lr: 0.000458, loss: 0.341416, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.40271 s, avg_samples: 256.0, ips: 635.68601 samples/s, eta: 9:34:13 +[2025/07/23 00:55:14] openrec INFO: epoch: [15/60], global_step: 22950, lr: 0.000458, loss: 0.336626, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.39262 s, avg_samples: 256.0, 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0.343017, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.44228 s, avg_samples: 256.0, ips: 578.81344 samples/s, eta: 9:33:40 +[2025/07/23 00:55:39] openrec INFO: cur metric, acc: 0.9253587183700901, norm_edit_dis: 0.9727816509912706, num_samples: 7248, fps: 2803.5017764241597 +[2025/07/23 00:55:39] openrec INFO: best metric, acc: 0.9279801311700053, norm_edit_dis: 0.97317061348217, num_samples: 7248, fps: 2787.899485527834, best_epoch: 14 +[2025/07/23 00:55:43] openrec INFO: epoch: [15/60], global_step: 23010, lr: 0.000457, loss: 0.299083, avg_reader_cost: 0.37545 s, avg_batch_cost: 0.79399 s, avg_samples: 256.0, ips: 322.42241 samples/s, eta: 9:33:47 +[2025/07/23 00:55:48] openrec INFO: epoch: [15/60], global_step: 23020, lr: 0.000457, loss: 0.331278, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.44193 s, avg_samples: 256.0, ips: 579.28000 samples/s, eta: 9:33:42 +[2025/07/23 00:55:52] openrec INFO: epoch: [15/60], global_step: 23030, lr: 0.000457, loss: 0.352714, avg_reader_cost: 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INFO: epoch: [15/60], global_step: 23080, lr: 0.000457, loss: 0.316013, avg_reader_cost: 0.01120 s, avg_batch_cost: 0.43884 s, avg_samples: 256.0, ips: 583.35494 samples/s, eta: 9:33:08 +[2025/07/23 00:56:17] openrec INFO: epoch: [15/60], global_step: 23090, lr: 0.000457, loss: 0.303877, avg_reader_cost: 0.00922 s, avg_batch_cost: 0.38272 s, avg_samples: 256.0, ips: 668.89996 samples/s, eta: 9:33:02 +[2025/07/23 00:56:21] openrec INFO: epoch: [15/60], global_step: 23100, lr: 0.000457, loss: 0.326298, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.43773 s, avg_samples: 256.0, ips: 584.82912 samples/s, eta: 9:32:57 +[2025/07/23 00:56:25] openrec INFO: epoch: [15/60], global_step: 23110, lr: 0.000457, loss: 0.355792, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.38226 s, avg_samples: 256.0, ips: 669.69655 samples/s, eta: 9:32:50 +[2025/07/23 00:56:29] openrec INFO: epoch: [15/60], global_step: 23120, lr: 0.000457, loss: 0.355792, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.43885 s, 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eta: 9:30:28 +[2025/07/23 00:59:00] openrec INFO: epoch: [15/60], global_step: 23450, lr: 0.000455, loss: 0.307907, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.44241 s, avg_samples: 256.0, ips: 578.65090 samples/s, eta: 9:30:24 +[2025/07/23 00:59:04] openrec INFO: epoch: [15/60], global_step: 23460, lr: 0.000455, loss: 0.327237, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.44832 s, avg_samples: 256.0, ips: 571.01823 samples/s, eta: 9:30:19 +[2025/07/23 00:59:09] openrec INFO: epoch: [15/60], global_step: 23470, lr: 0.000455, loss: 0.326632, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.43608 s, avg_samples: 256.0, ips: 587.04661 samples/s, eta: 9:30:14 +[2025/07/23 00:59:13] openrec INFO: epoch: [15/60], global_step: 23480, lr: 0.000455, loss: 0.315745, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.43650 s, avg_samples: 256.0, ips: 586.48006 samples/s, eta: 9:30:09 +[2025/07/23 00:59:17] openrec INFO: epoch: [15/60], global_step: 23490, lr: 0.000455, loss: 0.318239, avg_reader_cost: 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+[2025/07/23 01:00:57] openrec INFO: epoch: [15/60], global_step: 23710, lr: 0.000454, loss: 0.344477, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.43201 s, avg_samples: 256.0, ips: 592.58380 samples/s, eta: 9:28:29 +[2025/07/23 01:01:02] openrec INFO: epoch: [15/60], global_step: 23720, lr: 0.000454, loss: 0.379136, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.44213 s, avg_samples: 256.0, ips: 579.00936 samples/s, eta: 9:28:25 +[2025/07/23 01:01:06] openrec INFO: epoch: [15/60], global_step: 23730, lr: 0.000454, loss: 0.328832, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.43975 s, avg_samples: 256.0, ips: 582.14781 samples/s, eta: 9:28:20 +[2025/07/23 01:01:11] openrec INFO: epoch: [15/60], global_step: 23740, lr: 0.000454, loss: 0.306077, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.44791 s, avg_samples: 256.0, ips: 571.54324 samples/s, eta: 9:28:15 +[2025/07/23 01:01:15] openrec INFO: epoch: [15/60], global_step: 23750, lr: 0.000454, loss: 0.346099, avg_reader_cost: 0.01028 s, 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+[2025/07/23 01:02:38] openrec INFO: epoch: [15/60], global_step: 23940, lr: 0.000453, loss: 0.315652, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.44116 s, avg_samples: 256.0, ips: 580.29490 samples/s, eta: 9:26:38 +[2025/07/23 01:02:43] openrec INFO: epoch: [15/60], global_step: 23950, lr: 0.000453, loss: 0.333812, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.43875 s, avg_samples: 256.0, ips: 583.47698 samples/s, eta: 9:26:33 +[2025/07/23 01:02:47] openrec INFO: epoch: [15/60], global_step: 23960, lr: 0.000453, loss: 0.336580, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.43846 s, avg_samples: 256.0, ips: 583.86612 samples/s, eta: 9:26:28 +[2025/07/23 01:02:51] openrec INFO: epoch: [15/60], global_step: 23970, lr: 0.000453, loss: 0.351604, avg_reader_cost: 0.00960 s, avg_batch_cost: 0.44189 s, avg_samples: 256.0, ips: 579.32991 samples/s, eta: 9:26:23 +[2025/07/23 01:02:56] openrec INFO: epoch: [15/60], global_step: 23980, lr: 0.000453, loss: 0.331928, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.43895 s, avg_samples: 256.0, ips: 583.20839 samples/s, eta: 9:26:18 +[2025/07/23 01:03:00] openrec INFO: epoch: [15/60], global_step: 23990, lr: 0.000453, loss: 0.363845, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.44063 s, avg_samples: 256.0, ips: 580.99005 samples/s, eta: 9:26:14 +[2025/07/23 01:03:05] openrec INFO: epoch: [15/60], global_step: 24000, lr: 0.000453, loss: 0.363845, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.44530 s, avg_samples: 256.0, ips: 574.88914 samples/s, eta: 9:26:09 +[2025/07/23 01:03:08] openrec INFO: cur metric, acc: 0.9271523166016111, norm_edit_dis: 0.9735170819365498, num_samples: 7248, fps: 2809.16819747804 +[2025/07/23 01:03:08] openrec INFO: best metric, acc: 0.9279801311700053, norm_edit_dis: 0.97317061348217, num_samples: 7248, fps: 2787.899485527834, best_epoch: 14 +[2025/07/23 01:03:12] openrec INFO: epoch: [15/60], global_step: 24010, lr: 0.000453, loss: 0.356749, avg_reader_cost: 0.36835 s, avg_batch_cost: 0.78523 s, avg_samples: 256.0, ips: 326.02038 samples/s, eta: 9:26:15 +[2025/07/23 01:03:17] openrec INFO: epoch: [15/60], global_step: 24020, lr: 0.000453, loss: 0.320210, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.44614 s, avg_samples: 256.0, ips: 573.81578 samples/s, eta: 9:26:11 +[2025/07/23 01:03:21] openrec INFO: epoch: [15/60], global_step: 24030, lr: 0.000453, loss: 0.320210, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.43010 s, avg_samples: 256.0, ips: 595.21532 samples/s, eta: 9:26:06 +[2025/07/23 01:03:26] openrec INFO: epoch: [15/60], global_step: 24040, lr: 0.000452, loss: 0.318858, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.43072 s, avg_samples: 256.0, ips: 594.34802 samples/s, eta: 9:26:01 +[2025/07/23 01:03:30] openrec INFO: epoch: [15/60], global_step: 24050, lr: 0.000452, loss: 0.281601, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.43709 s, avg_samples: 256.0, ips: 585.69778 samples/s, eta: 9:25:56 +[2025/07/23 01:03:34] openrec INFO: epoch: [15/60], global_step: 24060, lr: 0.000452, loss: 0.299448, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.43879 s, avg_samples: 256.0, ips: 583.42210 samples/s, eta: 9:25:51 +[2025/07/23 01:03:39] openrec INFO: epoch: [15/60], global_step: 24070, lr: 0.000452, loss: 0.311604, avg_reader_cost: 0.01061 s, avg_batch_cost: 0.43393 s, avg_samples: 256.0, ips: 589.95556 samples/s, eta: 9:25:46 +[2025/07/23 01:03:43] openrec INFO: epoch: [15/60], global_step: 24080, lr: 0.000452, loss: 0.304235, avg_reader_cost: 0.01075 s, avg_batch_cost: 0.43061 s, avg_samples: 256.0, ips: 594.50371 samples/s, eta: 9:25:41 +[2025/07/23 01:03:47] openrec INFO: epoch: [15/60], global_step: 24090, lr: 0.000452, loss: 0.321189, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.43983 s, avg_samples: 256.0, ips: 582.03727 samples/s, eta: 9:25:36 +[2025/07/23 01:03:52] openrec INFO: epoch: [15/60], global_step: 24100, lr: 0.000452, loss: 0.347440, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.44065 s, avg_samples: 256.0, ips: 580.96176 samples/s, eta: 9:25:31 +[2025/07/23 01:03:56] openrec INFO: epoch: [15/60], global_step: 24110, lr: 0.000452, loss: 0.297803, avg_reader_cost: 0.00940 s, avg_batch_cost: 0.43015 s, avg_samples: 256.0, ips: 595.13554 samples/s, eta: 9:25:26 +[2025/07/23 01:04:01] openrec INFO: epoch: [15/60], global_step: 24120, lr: 0.000452, loss: 0.290578, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.44259 s, avg_samples: 256.0, ips: 578.41901 samples/s, eta: 9:25:22 +[2025/07/23 01:04:05] openrec INFO: epoch: [15/60], global_step: 24130, lr: 0.000452, loss: 0.295826, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.44418 s, avg_samples: 256.0, ips: 576.33920 samples/s, eta: 9:25:17 +[2025/07/23 01:04:09] openrec INFO: epoch: [15/60], global_step: 24140, lr: 0.000452, loss: 0.291994, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.43134 s, avg_samples: 256.0, ips: 593.49883 samples/s, eta: 9:25:12 +[2025/07/23 01:04:14] openrec INFO: epoch: [15/60], global_step: 24150, lr: 0.000452, loss: 0.321238, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.44157 s, avg_samples: 256.0, ips: 579.75220 samples/s, eta: 9:25:07 +[2025/07/23 01:04:18] openrec INFO: epoch: [15/60], global_step: 24160, lr: 0.000452, loss: 0.327667, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.43774 s, avg_samples: 256.0, ips: 584.82138 samples/s, eta: 9:25:02 +[2025/07/23 01:04:23] openrec INFO: epoch: [15/60], global_step: 24170, lr: 0.000452, loss: 0.315063, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.43330 s, avg_samples: 256.0, ips: 590.80919 samples/s, eta: 9:24:58 +[2025/07/23 01:04:27] openrec INFO: epoch: [15/60], global_step: 24180, lr: 0.000452, loss: 0.323822, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.44065 s, avg_samples: 256.0, ips: 580.96037 samples/s, eta: 9:24:53 +[2025/07/23 01:04:31] openrec INFO: epoch: [15/60], global_step: 24190, lr: 0.000452, loss: 0.355765, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.44058 s, avg_samples: 256.0, ips: 581.05139 samples/s, eta: 9:24:48 +[2025/07/23 01:04:36] openrec INFO: epoch: [15/60], global_step: 24200, lr: 0.000452, loss: 0.358983, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.43965 s, avg_samples: 256.0, ips: 582.28273 samples/s, eta: 9:24:43 +[2025/07/23 01:04:40] openrec INFO: epoch: [15/60], global_step: 24210, lr: 0.000452, loss: 0.362663, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.42359 s, avg_samples: 256.0, ips: 604.35732 samples/s, eta: 9:24:38 +[2025/07/23 01:04:44] openrec INFO: epoch: [15/60], global_step: 24220, lr: 0.000452, loss: 0.375404, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.43180 s, avg_samples: 256.0, ips: 592.86860 samples/s, eta: 9:24:33 +[2025/07/23 01:04:49] openrec INFO: epoch: [15/60], global_step: 24230, lr: 0.000452, loss: 0.348694, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.43817 s, avg_samples: 256.0, ips: 584.25228 samples/s, eta: 9:24:28 +[2025/07/23 01:04:53] openrec INFO: epoch: [15/60], global_step: 24240, lr: 0.000452, loss: 0.291221, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.42990 s, avg_samples: 256.0, ips: 595.48375 samples/s, eta: 9:24:23 +[2025/07/23 01:04:57] openrec INFO: epoch: [15/60], global_step: 24250, lr: 0.000451, loss: 0.310552, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.43236 s, avg_samples: 256.0, ips: 592.10286 samples/s, eta: 9:24:18 +[2025/07/23 01:05:02] openrec INFO: epoch: [15/60], global_step: 24260, lr: 0.000451, loss: 0.333308, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.44258 s, avg_samples: 256.0, ips: 578.42113 samples/s, eta: 9:24:13 +[2025/07/23 01:05:06] openrec INFO: epoch: [15/60], global_step: 24270, lr: 0.000451, loss: 0.341376, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.43999 s, avg_samples: 256.0, ips: 581.82924 samples/s, eta: 9:24:09 +[2025/07/23 01:05:11] openrec INFO: epoch: [15/60], global_step: 24280, lr: 0.000451, loss: 0.370227, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.42545 s, avg_samples: 256.0, ips: 601.71075 samples/s, eta: 9:24:03 +[2025/07/23 01:05:15] openrec INFO: epoch: [15/60], global_step: 24290, lr: 0.000451, loss: 0.341902, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.43510 s, avg_samples: 256.0, ips: 588.36800 samples/s, eta: 9:23:59 +[2025/07/23 01:05:19] openrec INFO: epoch: [15/60], global_step: 24300, lr: 0.000451, loss: 0.337946, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.44057 s, avg_samples: 256.0, ips: 581.07113 samples/s, eta: 9:23:54 +[2025/07/23 01:05:24] openrec INFO: epoch: [15/60], global_step: 24310, lr: 0.000451, loss: 0.334447, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.43346 s, avg_samples: 256.0, ips: 590.59572 samples/s, eta: 9:23:49 +[2025/07/23 01:05:28] openrec INFO: epoch: [15/60], global_step: 24320, lr: 0.000451, loss: 0.316937, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.42946 s, avg_samples: 256.0, ips: 596.10043 samples/s, eta: 9:23:44 +[2025/07/23 01:05:32] openrec INFO: epoch: [15/60], global_step: 24330, lr: 0.000451, loss: 0.305841, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.44711 s, avg_samples: 256.0, ips: 572.57057 samples/s, eta: 9:23:39 +[2025/07/23 01:05:37] openrec INFO: epoch: [15/60], global_step: 24340, lr: 0.000451, loss: 0.341746, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.43140 s, avg_samples: 256.0, ips: 593.41565 samples/s, eta: 9:23:34 +[2025/07/23 01:05:41] openrec INFO: epoch: [15/60], global_step: 24350, lr: 0.000451, loss: 0.342288, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.43773 s, avg_samples: 256.0, ips: 584.82899 samples/s, eta: 9:23:29 +[2025/07/23 01:05:46] openrec INFO: epoch: [15/60], global_step: 24360, lr: 0.000451, loss: 0.332138, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.43150 s, avg_samples: 256.0, ips: 593.28374 samples/s, eta: 9:23:24 +[2025/07/23 01:05:50] openrec INFO: epoch: [15/60], global_step: 24370, lr: 0.000451, loss: 0.335005, avg_reader_cost: 0.01212 s, avg_batch_cost: 0.44305 s, avg_samples: 256.0, ips: 577.81208 samples/s, eta: 9:23:20 +[2025/07/23 01:05:54] openrec INFO: epoch: [15/60], global_step: 24380, lr: 0.000451, loss: 0.341648, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.43541 s, avg_samples: 256.0, ips: 587.95664 samples/s, eta: 9:23:15 +[2025/07/23 01:05:59] openrec INFO: epoch: [15/60], global_step: 24390, lr: 0.000451, loss: 0.323589, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.43232 s, avg_samples: 256.0, ips: 592.15654 samples/s, eta: 9:23:10 +[2025/07/23 01:06:03] openrec INFO: epoch: [15/60], global_step: 24400, lr: 0.000451, loss: 0.313480, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.43586 s, avg_samples: 256.0, ips: 587.34371 samples/s, eta: 9:23:05 +[2025/07/23 01:06:07] openrec INFO: epoch: [15/60], global_step: 24410, lr: 0.000451, loss: 0.297712, avg_reader_cost: 0.01043 s, avg_batch_cost: 0.43485 s, avg_samples: 256.0, ips: 588.71230 samples/s, eta: 9:23:00 +[2025/07/23 01:06:12] openrec INFO: epoch: [15/60], global_step: 24420, lr: 0.000451, loss: 0.328667, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.43559 s, avg_samples: 256.0, ips: 587.70585 samples/s, eta: 9:22:55 +[2025/07/23 01:06:16] openrec INFO: epoch: [15/60], global_step: 24430, lr: 0.000451, loss: 0.340610, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.43495 s, avg_samples: 256.0, ips: 588.57631 samples/s, eta: 9:22:50 +[2025/07/23 01:06:20] openrec INFO: epoch: [15/60], global_step: 24440, lr: 0.000451, loss: 0.290604, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.43261 s, avg_samples: 256.0, ips: 591.75262 samples/s, eta: 9:22:45 +[2025/07/23 01:06:25] openrec INFO: epoch: [15/60], global_step: 24450, lr: 0.000450, loss: 0.305100, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.43401 s, avg_samples: 256.0, ips: 589.85447 samples/s, eta: 9:22:40 +[2025/07/23 01:06:29] openrec INFO: epoch: [15/60], global_step: 24460, lr: 0.000450, loss: 0.312836, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.44687 s, avg_samples: 256.0, ips: 572.86891 samples/s, eta: 9:22:36 +[2025/07/23 01:06:33] openrec INFO: epoch: [15/60], global_step: 24470, lr: 0.000450, loss: 0.334008, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.41898 s, avg_samples: 256.0, ips: 611.00111 samples/s, eta: 9:22:30 +[2025/07/23 01:06:38] openrec INFO: epoch: [15/60], global_step: 24480, lr: 0.000450, loss: 0.302606, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.43820 s, avg_samples: 256.0, ips: 584.20838 samples/s, eta: 9:22:26 +[2025/07/23 01:06:42] openrec INFO: epoch: [15/60], global_step: 24490, lr: 0.000450, loss: 0.318033, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.43573 s, avg_samples: 256.0, ips: 587.52397 samples/s, eta: 9:22:21 +[2025/07/23 01:06:47] openrec INFO: epoch: [15/60], global_step: 24500, lr: 0.000450, loss: 0.336367, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.44034 s, avg_samples: 256.0, ips: 581.37235 samples/s, eta: 9:22:16 +[2025/07/23 01:06:50] openrec INFO: cur metric, acc: 0.9254966874648225, norm_edit_dis: 0.9736349768285606, num_samples: 7248, fps: 2811.0368847672694 +[2025/07/23 01:06:50] openrec INFO: best metric, acc: 0.9279801311700053, norm_edit_dis: 0.97317061348217, num_samples: 7248, fps: 2787.899485527834, best_epoch: 14 +[2025/07/23 01:06:55] openrec INFO: epoch: [15/60], global_step: 24510, lr: 0.000450, loss: 0.312675, avg_reader_cost: 0.37055 s, avg_batch_cost: 0.78415 s, avg_samples: 256.0, ips: 326.46835 samples/s, eta: 9:22:22 +[2025/07/23 01:06:59] openrec INFO: epoch: [15/60], global_step: 24520, lr: 0.000450, loss: 0.339336, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.44202 s, avg_samples: 256.0, ips: 579.15611 samples/s, eta: 9:22:17 +[2025/07/23 01:07:03] openrec INFO: epoch: [15/60], global_step: 24530, lr: 0.000450, loss: 0.341440, avg_reader_cost: 0.01038 s, avg_batch_cost: 0.44134 s, avg_samples: 256.0, ips: 580.05414 samples/s, eta: 9:22:12 +[2025/07/23 01:07:08] openrec INFO: epoch: [15/60], global_step: 24540, lr: 0.000450, loss: 0.341440, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.44411 s, avg_samples: 256.0, ips: 576.43214 samples/s, eta: 9:22:08 +[2025/07/23 01:07:12] openrec INFO: epoch: [15/60], global_step: 24550, lr: 0.000450, loss: 0.305013, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.43219 s, avg_samples: 256.0, ips: 592.33248 samples/s, eta: 9:22:03 +[2025/07/23 01:07:17] openrec INFO: epoch: [15/60], global_step: 24560, lr: 0.000450, loss: 0.300300, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.43401 s, avg_samples: 256.0, ips: 589.84488 samples/s, eta: 9:21:58 +[2025/07/23 01:07:21] openrec INFO: epoch: [15/60], global_step: 24570, lr: 0.000450, loss: 0.309148, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.43223 s, avg_samples: 256.0, ips: 592.27916 samples/s, eta: 9:21:53 +[2025/07/23 01:07:21] openrec INFO: epoch: [15/60], global_step: 24571, lr: 0.000450, loss: 0.301108, avg_reader_cost: 0.00105 s, avg_batch_cost: 0.04417 s, avg_samples: 25.6, ips: 579.62617 samples/s, eta: 9:21:52 +[2025/07/23 01:07:37] openrec INFO: cur metric, acc: 0.9288079457383996, norm_edit_dis: 0.9738338181379219, num_samples: 7248, fps: 524.1941704729694 +[2025/07/23 01:07:37] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 01:07:37] openrec INFO: best metric, acc: 0.9288079457383996, norm_edit_dis: 0.9738338181379219, num_samples: 7248, fps: 524.1941704729694, best_epoch: 15 +[2025/07/23 01:07:38] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 01:07:39] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_15.pth +[2025/07/23 01:07:39] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep16/gpu3_ep16 +[2025/07/23 01:07:39] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep16/gpu1_ep16 +[2025/07/23 01:07:39] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep16/gpu0_ep16 +[2025/07/23 01:07:39] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep16/gpu2_ep16 +[2025/07/23 01:07:48] openrec INFO: 0 +[2025/07/23 01:07:48] openrec INFO: 790918 +[2025/07/23 01:07:48] openrec INFO: 960832 +[2025/07/23 01:07:48] openrec INFO: 667727 +[2025/07/23 01:07:48] openrec INFO: 997470 +[2025/07/23 01:07:54] openrec INFO: epoch: [16/60], global_step: 24580, lr: 0.000450, loss: 0.316292, avg_reader_cost: 2.93743 s, avg_batch_cost: 3.26629 s, avg_samples: 230.4, ips: 70.53881 samples/s, eta: 9:23:56 +[2025/07/23 01:07:58] openrec INFO: epoch: [16/60], global_step: 24590, lr: 0.000450, loss: 0.317822, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.43053 s, avg_samples: 256.0, ips: 594.61680 samples/s, eta: 9:23:51 +[2025/07/23 01:08:02] openrec INFO: epoch: [16/60], global_step: 24600, lr: 0.000450, loss: 0.317822, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.38842 s, avg_samples: 256.0, ips: 659.08712 samples/s, eta: 9:23:45 +[2025/07/23 01:08:06] openrec INFO: epoch: [16/60], global_step: 24610, lr: 0.000450, loss: 0.322683, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.41001 s, avg_samples: 256.0, ips: 624.37574 samples/s, eta: 9:23:39 +[2025/07/23 01:08:10] openrec INFO: epoch: [16/60], global_step: 24620, lr: 0.000450, loss: 0.315884, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.38578 s, avg_samples: 256.0, ips: 663.59229 samples/s, eta: 9:23:33 +[2025/07/23 01:08:14] openrec INFO: epoch: [16/60], global_step: 24630, lr: 0.000450, loss: 0.330936, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.42458 s, avg_samples: 256.0, ips: 602.94263 samples/s, eta: 9:23:28 +[2025/07/23 01:08:18] openrec INFO: epoch: [16/60], global_step: 24640, lr: 0.000450, loss: 0.330936, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.37101 s, avg_samples: 256.0, ips: 690.00194 samples/s, eta: 9:23:21 +[2025/07/23 01:08:22] openrec INFO: epoch: [16/60], global_step: 24650, lr: 0.000449, loss: 0.330779, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.41111 s, avg_samples: 256.0, ips: 622.70082 samples/s, eta: 9:23:15 +[2025/07/23 01:08:27] openrec INFO: epoch: [16/60], global_step: 24660, lr: 0.000449, loss: 0.303586, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.44237 s, avg_samples: 256.0, ips: 578.70426 samples/s, eta: 9:23:10 +[2025/07/23 01:08:31] openrec INFO: epoch: [16/60], global_step: 24670, lr: 0.000449, loss: 0.317684, avg_reader_cost: 0.00942 s, avg_batch_cost: 0.39046 s, avg_samples: 256.0, ips: 655.63263 samples/s, eta: 9:23:04 +[2025/07/23 01:08:35] openrec INFO: epoch: [16/60], global_step: 24680, lr: 0.000449, loss: 0.293881, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.43504 s, avg_samples: 256.0, ips: 588.45290 samples/s, eta: 9:22:59 +[2025/07/23 01:08:39] openrec INFO: epoch: [16/60], global_step: 24690, lr: 0.000449, loss: 0.319099, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.41869 s, avg_samples: 256.0, ips: 611.42593 samples/s, eta: 9:22:54 +[2025/07/23 01:08:43] openrec INFO: epoch: [16/60], global_step: 24700, lr: 0.000449, loss: 0.357222, avg_reader_cost: 0.00929 s, avg_batch_cost: 0.39783 s, avg_samples: 256.0, ips: 643.49486 samples/s, eta: 9:22:47 +[2025/07/23 01:08:47] openrec INFO: epoch: [16/60], global_step: 24710, lr: 0.000449, loss: 0.307847, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.39975 s, avg_samples: 256.0, ips: 640.39426 samples/s, eta: 9:22:41 +[2025/07/23 01:08:52] openrec INFO: epoch: [16/60], global_step: 24720, lr: 0.000449, loss: 0.318321, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.43377 s, avg_samples: 256.0, ips: 590.17729 samples/s, eta: 9:22:36 +[2025/07/23 01:08:56] openrec INFO: epoch: [16/60], global_step: 24730, lr: 0.000449, loss: 0.307981, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.40175 s, avg_samples: 256.0, ips: 637.22004 samples/s, eta: 9:22:31 +[2025/07/23 01:09:00] openrec INFO: epoch: [16/60], global_step: 24740, lr: 0.000449, loss: 0.284770, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.42855 s, avg_samples: 256.0, ips: 597.36599 samples/s, eta: 9:22:25 +[2025/07/23 01:09:04] openrec INFO: epoch: [16/60], global_step: 24750, lr: 0.000449, loss: 0.283111, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.42677 s, avg_samples: 256.0, ips: 599.84960 samples/s, eta: 9:22:20 +[2025/07/23 01:09:08] openrec INFO: epoch: [16/60], global_step: 24760, lr: 0.000449, loss: 0.284930, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.37261 s, avg_samples: 256.0, ips: 687.04329 samples/s, eta: 9:22:13 +[2025/07/23 01:09:12] openrec INFO: epoch: [16/60], global_step: 24770, lr: 0.000449, loss: 0.292900, avg_reader_cost: 0.01097 s, avg_batch_cost: 0.43612 s, avg_samples: 256.0, ips: 586.98996 samples/s, eta: 9:22:09 +[2025/07/23 01:09:16] openrec INFO: epoch: [16/60], global_step: 24780, lr: 0.000449, loss: 0.293695, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.41903 s, avg_samples: 256.0, ips: 610.93196 samples/s, eta: 9:22:03 +[2025/07/23 01:09:21] openrec INFO: epoch: [16/60], global_step: 24790, lr: 0.000449, loss: 0.310017, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.40801 s, avg_samples: 256.0, ips: 627.44304 samples/s, eta: 9:21:57 +[2025/07/23 01:09:25] openrec INFO: epoch: [16/60], global_step: 24800, lr: 0.000449, loss: 0.327193, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.43210 s, avg_samples: 256.0, ips: 592.45707 samples/s, eta: 9:21:52 +[2025/07/23 01:09:29] openrec INFO: epoch: [16/60], global_step: 24810, lr: 0.000449, loss: 0.322511, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.43750 s, avg_samples: 256.0, ips: 585.14375 samples/s, eta: 9:21:47 +[2025/07/23 01:09:33] openrec INFO: epoch: [16/60], global_step: 24820, lr: 0.000449, loss: 0.321978, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.42319 s, avg_samples: 256.0, ips: 604.93332 samples/s, eta: 9:21:42 +[2025/07/23 01:09:38] openrec INFO: epoch: [16/60], global_step: 24830, lr: 0.000449, loss: 0.322628, avg_reader_cost: 0.01043 s, avg_batch_cost: 0.43412 s, avg_samples: 256.0, ips: 589.70536 samples/s, eta: 9:21:37 +[2025/07/23 01:09:42] openrec INFO: epoch: [16/60], global_step: 24840, lr: 0.000449, loss: 0.341947, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.44372 s, avg_samples: 256.0, ips: 576.93616 samples/s, eta: 9:21:33 +[2025/07/23 01:09:46] openrec INFO: epoch: [16/60], global_step: 24850, lr: 0.000448, loss: 0.343676, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.40731 s, avg_samples: 256.0, ips: 628.50955 samples/s, eta: 9:21:27 +[2025/07/23 01:09:51] openrec INFO: epoch: [16/60], global_step: 24860, lr: 0.000448, loss: 0.331746, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.41852 s, avg_samples: 256.0, ips: 611.67291 samples/s, eta: 9:21:21 +[2025/07/23 01:09:55] openrec INFO: epoch: [16/60], global_step: 24870, lr: 0.000448, loss: 0.322880, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.43572 s, avg_samples: 256.0, ips: 587.53197 samples/s, eta: 9:21:16 +[2025/07/23 01:09:59] openrec INFO: epoch: [16/60], global_step: 24880, lr: 0.000448, loss: 0.303604, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.41464 s, avg_samples: 256.0, ips: 617.40490 samples/s, eta: 9:21:11 +[2025/07/23 01:10:03] openrec INFO: epoch: [16/60], global_step: 24890, lr: 0.000448, loss: 0.285457, avg_reader_cost: 0.00932 s, avg_batch_cost: 0.44093 s, avg_samples: 256.0, ips: 580.58681 samples/s, eta: 9:21:06 +[2025/07/23 01:10:08] openrec INFO: epoch: [16/60], global_step: 24900, lr: 0.000448, loss: 0.283992, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.44476 s, avg_samples: 256.0, ips: 575.59372 samples/s, eta: 9:21:02 +[2025/07/23 01:10:12] openrec INFO: epoch: [16/60], global_step: 24910, lr: 0.000448, loss: 0.307269, avg_reader_cost: 0.01036 s, avg_batch_cost: 0.42191 s, avg_samples: 256.0, ips: 606.76907 samples/s, eta: 9:20:56 +[2025/07/23 01:10:16] openrec INFO: epoch: [16/60], global_step: 24920, lr: 0.000448, loss: 0.335900, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.41705 s, avg_samples: 256.0, ips: 613.82846 samples/s, eta: 9:20:51 +[2025/07/23 01:10:21] openrec INFO: epoch: [16/60], global_step: 24930, lr: 0.000448, loss: 0.335900, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.42004 s, avg_samples: 256.0, ips: 609.47004 samples/s, eta: 9:20:45 +[2025/07/23 01:10:25] openrec INFO: epoch: [16/60], global_step: 24940, lr: 0.000448, loss: 0.314638, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.44062 s, avg_samples: 256.0, ips: 581.00602 samples/s, eta: 9:20:41 +[2025/07/23 01:10:29] openrec INFO: epoch: [16/60], global_step: 24950, lr: 0.000448, loss: 0.335365, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.42820 s, avg_samples: 256.0, ips: 597.85173 samples/s, eta: 9:20:36 +[2025/07/23 01:10:34] openrec INFO: epoch: [16/60], global_step: 24960, lr: 0.000448, loss: 0.338992, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.43713 s, avg_samples: 256.0, ips: 585.63750 samples/s, eta: 9:20:31 +[2025/07/23 01:10:38] openrec INFO: epoch: [16/60], global_step: 24970, lr: 0.000448, loss: 0.325395, avg_reader_cost: 0.00911 s, avg_batch_cost: 0.41943 s, avg_samples: 256.0, ips: 610.34525 samples/s, eta: 9:20:25 +[2025/07/23 01:10:42] openrec INFO: epoch: [16/60], global_step: 24980, lr: 0.000448, loss: 0.332617, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.44297 s, avg_samples: 256.0, ips: 577.92005 samples/s, eta: 9:20:21 +[2025/07/23 01:10:47] openrec INFO: epoch: [16/60], global_step: 24990, lr: 0.000448, loss: 0.326535, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.43294 s, avg_samples: 256.0, ips: 591.30562 samples/s, eta: 9:20:16 +[2025/07/23 01:10:51] openrec INFO: epoch: [16/60], global_step: 25000, lr: 0.000448, loss: 0.347511, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.44084 s, avg_samples: 256.0, ips: 580.71269 samples/s, eta: 9:20:11 +[2025/07/23 01:10:55] openrec INFO: cur metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865 +[2025/07/23 01:10:55] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 01:10:55] openrec INFO: best metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865, best_epoch: 16 +[2025/07/23 01:10:59] openrec INFO: epoch: [16/60], global_step: 25010, lr: 0.000448, loss: 0.347511, avg_reader_cost: 0.42195 s, avg_batch_cost: 0.81842 s, avg_samples: 256.0, ips: 312.79616 samples/s, eta: 9:20:17 +[2025/07/23 01:11:04] openrec INFO: epoch: [16/60], global_step: 25020, lr: 0.000448, loss: 0.300451, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.41978 s, avg_samples: 256.0, ips: 609.83782 samples/s, eta: 9:20:12 +[2025/07/23 01:11:08] openrec INFO: epoch: [16/60], global_step: 25030, lr: 0.000448, loss: 0.330425, avg_reader_cost: 0.00942 s, avg_batch_cost: 0.43361 s, avg_samples: 256.0, ips: 590.39279 samples/s, eta: 9:20:07 +[2025/07/23 01:11:12] openrec INFO: epoch: [16/60], global_step: 25040, lr: 0.000448, loss: 0.338441, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.43715 s, avg_samples: 256.0, ips: 585.61661 samples/s, eta: 9:20:02 +[2025/07/23 01:11:16] openrec INFO: epoch: [16/60], global_step: 25050, lr: 0.000447, loss: 0.308166, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.41795 s, avg_samples: 256.0, ips: 612.50925 samples/s, eta: 9:19:57 +[2025/07/23 01:11:33] openrec INFO: epoch: [16/60], global_step: 25060, lr: 0.000447, loss: 0.306407, avg_reader_cost: 0.00895 s, avg_batch_cost: 1.61469 s, avg_samples: 256.0, ips: 158.54424 samples/s, eta: 9:20:27 +[2025/07/23 01:11:36] openrec INFO: epoch: [16/60], global_step: 25070, lr: 0.000447, loss: 0.343172, avg_reader_cost: 0.00923 s, avg_batch_cost: 0.35640 s, avg_samples: 256.0, ips: 718.28845 samples/s, eta: 9:20:20 +[2025/07/23 01:11:40] openrec INFO: epoch: [16/60], global_step: 25080, lr: 0.000447, loss: 0.340574, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.40854 s, avg_samples: 256.0, ips: 626.62315 samples/s, eta: 9:20:14 +[2025/07/23 01:11:44] openrec INFO: epoch: [16/60], global_step: 25090, lr: 0.000447, loss: 0.336164, avg_reader_cost: 0.00922 s, avg_batch_cost: 0.41591 s, avg_samples: 256.0, ips: 615.51456 samples/s, eta: 9:20:08 +[2025/07/23 01:11:49] openrec INFO: epoch: [16/60], global_step: 25100, lr: 0.000447, loss: 0.333385, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.42549 s, avg_samples: 256.0, ips: 601.66102 samples/s, eta: 9:20:03 +[2025/07/23 01:11:53] openrec INFO: epoch: [16/60], global_step: 25110, lr: 0.000447, loss: 0.334886, avg_reader_cost: 0.00899 s, avg_batch_cost: 0.38177 s, avg_samples: 256.0, ips: 670.56648 samples/s, eta: 9:19:57 +[2025/07/23 01:11:57] openrec INFO: epoch: [16/60], global_step: 25120, lr: 0.000447, loss: 0.319612, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.43636 s, avg_samples: 256.0, ips: 586.67325 samples/s, eta: 9:19:52 +[2025/07/23 01:12:01] openrec INFO: epoch: [16/60], global_step: 25130, lr: 0.000447, loss: 0.290510, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.40719 s, avg_samples: 256.0, ips: 628.70298 samples/s, eta: 9:19:46 +[2025/07/23 01:12:05] openrec INFO: epoch: [16/60], global_step: 25140, lr: 0.000447, loss: 0.300550, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.41189 s, avg_samples: 256.0, ips: 621.53131 samples/s, eta: 9:19:40 +[2025/07/23 01:12:09] openrec INFO: epoch: [16/60], global_step: 25150, lr: 0.000447, loss: 0.298102, avg_reader_cost: 0.00846 s, avg_batch_cost: 0.39967 s, avg_samples: 256.0, ips: 640.52151 samples/s, eta: 9:19:34 +[2025/07/23 01:12:13] openrec INFO: epoch: [16/60], global_step: 25160, lr: 0.000447, loss: 0.316994, avg_reader_cost: 0.00939 s, avg_batch_cost: 0.42382 s, avg_samples: 256.0, ips: 604.03022 samples/s, eta: 9:19:29 +[2025/07/23 01:12:17] openrec INFO: epoch: [16/60], global_step: 25170, lr: 0.000447, loss: 0.318504, avg_reader_cost: 0.00925 s, avg_batch_cost: 0.39566 s, avg_samples: 256.0, ips: 647.02743 samples/s, eta: 9:19:23 +[2025/07/23 01:12:22] openrec INFO: epoch: [16/60], global_step: 25180, lr: 0.000447, loss: 0.343619, avg_reader_cost: 0.00941 s, avg_batch_cost: 0.42319 s, 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lr: 0.000447, loss: 0.330096, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.40366 s, avg_samples: 256.0, ips: 634.19873 samples/s, eta: 9:18:49 +[2025/07/23 01:12:46] openrec INFO: epoch: [16/60], global_step: 25240, lr: 0.000447, loss: 0.330096, avg_reader_cost: 0.00879 s, avg_batch_cost: 0.41665 s, avg_samples: 256.0, ips: 614.43026 samples/s, eta: 9:18:44 +[2025/07/23 01:12:50] openrec INFO: epoch: [16/60], global_step: 25250, lr: 0.000446, loss: 0.325846, avg_reader_cost: 0.01101 s, avg_batch_cost: 0.39770 s, avg_samples: 256.0, ips: 643.69376 samples/s, eta: 9:18:38 +[2025/07/23 01:12:54] openrec INFO: epoch: [16/60], global_step: 25260, lr: 0.000446, loss: 0.325846, avg_reader_cost: 0.01145 s, avg_batch_cost: 0.40378 s, avg_samples: 256.0, ips: 634.00509 samples/s, eta: 9:18:32 +[2025/07/23 01:12:58] openrec INFO: epoch: [16/60], global_step: 25270, lr: 0.000446, loss: 0.345859, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.40560 s, avg_samples: 256.0, ips: 631.16393 samples/s, eta: 9:18:26 +[2025/07/23 01:13:03] openrec INFO: epoch: [16/60], global_step: 25280, lr: 0.000446, loss: 0.310591, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.41506 s, avg_samples: 256.0, ips: 616.77678 samples/s, eta: 9:18:21 +[2025/07/23 01:13:07] openrec INFO: epoch: [16/60], global_step: 25290, lr: 0.000446, loss: 0.294507, avg_reader_cost: 0.00940 s, avg_batch_cost: 0.41855 s, avg_samples: 256.0, ips: 611.63695 samples/s, eta: 9:18:15 +[2025/07/23 01:13:11] openrec INFO: epoch: [16/60], global_step: 25300, lr: 0.000446, loss: 0.309180, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.41798 s, avg_samples: 256.0, ips: 612.46893 samples/s, eta: 9:18:10 +[2025/07/23 01:13:15] openrec INFO: epoch: [16/60], global_step: 25310, lr: 0.000446, loss: 0.327297, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.39239 s, avg_samples: 256.0, ips: 652.40812 samples/s, eta: 9:18:04 +[2025/07/23 01:13:19] openrec INFO: epoch: [16/60], global_step: 25320, lr: 0.000446, loss: 0.348196, avg_reader_cost: 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INFO: epoch: [16/60], global_step: 25370, lr: 0.000446, loss: 0.348335, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.44006 s, avg_samples: 256.0, ips: 581.74242 samples/s, eta: 9:17:29 +[2025/07/23 01:13:44] openrec INFO: epoch: [16/60], global_step: 25380, lr: 0.000446, loss: 0.307960, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.43243 s, avg_samples: 256.0, ips: 591.99660 samples/s, eta: 9:17:25 +[2025/07/23 01:13:48] openrec INFO: epoch: [16/60], global_step: 25390, lr: 0.000446, loss: 0.319527, avg_reader_cost: 0.00957 s, avg_batch_cost: 0.44337 s, avg_samples: 256.0, ips: 577.39718 samples/s, eta: 9:17:20 +[2025/07/23 01:13:53] openrec INFO: epoch: [16/60], global_step: 25400, lr: 0.000446, loss: 0.333435, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.44323 s, avg_samples: 256.0, ips: 577.57281 samples/s, eta: 9:17:15 +[2025/07/23 01:13:57] openrec INFO: epoch: [16/60], global_step: 25410, lr: 0.000446, loss: 0.316850, avg_reader_cost: 0.00898 s, avg_batch_cost: 0.42715 s, 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lr: 0.000445, loss: 0.332320, avg_reader_cost: 0.00927 s, avg_batch_cost: 0.40401 s, avg_samples: 256.0, ips: 633.65092 samples/s, eta: 9:16:42 +[2025/07/23 01:14:22] openrec INFO: epoch: [16/60], global_step: 25470, lr: 0.000445, loss: 0.331991, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.39675 s, avg_samples: 256.0, ips: 645.24485 samples/s, eta: 9:16:36 +[2025/07/23 01:14:25] openrec INFO: epoch: [16/60], global_step: 25480, lr: 0.000445, loss: 0.311819, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.39516 s, avg_samples: 256.0, ips: 647.84474 samples/s, eta: 9:16:30 +[2025/07/23 01:14:30] openrec INFO: epoch: [16/60], global_step: 25490, lr: 0.000445, loss: 0.288379, avg_reader_cost: 0.01202 s, avg_batch_cost: 0.42120 s, avg_samples: 256.0, ips: 607.78581 samples/s, eta: 9:16:24 +[2025/07/23 01:14:34] openrec INFO: epoch: [16/60], global_step: 25500, lr: 0.000445, loss: 0.281353, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.38671 s, avg_samples: 256.0, ips: 661.99469 samples/s, eta: 9:16:18 +[2025/07/23 01:14:37] openrec INFO: cur metric, acc: 0.926048563843752, norm_edit_dis: 0.9731919430964371, num_samples: 7248, fps: 2809.4812902963463 +[2025/07/23 01:14:37] openrec INFO: best metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865, best_epoch: 16 +[2025/07/23 01:14:41] openrec INFO: epoch: [16/60], global_step: 25510, lr: 0.000445, loss: 0.295159, avg_reader_cost: 0.36894 s, avg_batch_cost: 0.76171 s, avg_samples: 256.0, ips: 336.08709 samples/s, eta: 9:16:23 +[2025/07/23 01:14:45] openrec INFO: epoch: [16/60], global_step: 25520, lr: 0.000445, loss: 0.330674, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.41286 s, avg_samples: 256.0, ips: 620.06271 samples/s, eta: 9:16:17 +[2025/07/23 01:14:49] openrec INFO: epoch: [16/60], global_step: 25530, lr: 0.000445, loss: 0.325974, avg_reader_cost: 0.00941 s, avg_batch_cost: 0.38451 s, avg_samples: 256.0, ips: 665.78727 samples/s, eta: 9:16:11 +[2025/07/23 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+[2025/07/23 01:16:28] openrec INFO: epoch: [16/60], global_step: 25770, lr: 0.000444, loss: 0.316706, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.39953 s, avg_samples: 256.0, ips: 640.75368 samples/s, eta: 9:13:56 +[2025/07/23 01:16:32] openrec INFO: epoch: [16/60], global_step: 25780, lr: 0.000444, loss: 0.297211, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.42454 s, avg_samples: 256.0, ips: 603.00605 samples/s, eta: 9:13:51 +[2025/07/23 01:16:37] openrec INFO: epoch: [16/60], global_step: 25790, lr: 0.000444, loss: 0.295946, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.43418 s, avg_samples: 256.0, ips: 589.61780 samples/s, eta: 9:13:46 +[2025/07/23 01:16:41] openrec INFO: epoch: [16/60], global_step: 25800, lr: 0.000444, loss: 0.298230, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.43215 s, avg_samples: 256.0, ips: 592.38794 samples/s, eta: 9:13:41 +[2025/07/23 01:16:45] openrec INFO: epoch: [16/60], global_step: 25810, lr: 0.000444, loss: 0.274049, avg_reader_cost: 0.00981 s, 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[16/60], global_step: 25860, lr: 0.000443, loss: 0.306786, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.43449 s, avg_samples: 256.0, ips: 589.20175 samples/s, eta: 9:13:10 +[2025/07/23 01:17:10] openrec INFO: epoch: [16/60], global_step: 25870, lr: 0.000443, loss: 0.318492, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.38314 s, avg_samples: 256.0, ips: 668.16429 samples/s, eta: 9:13:04 +[2025/07/23 01:17:15] openrec INFO: epoch: [16/60], global_step: 25880, lr: 0.000443, loss: 0.327261, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.41949 s, avg_samples: 256.0, ips: 610.26435 samples/s, eta: 9:12:58 +[2025/07/23 01:17:19] openrec INFO: epoch: [16/60], global_step: 25890, lr: 0.000443, loss: 0.312287, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.41607 s, avg_samples: 256.0, ips: 615.27670 samples/s, eta: 9:12:53 +[2025/07/23 01:17:23] openrec INFO: epoch: [16/60], global_step: 25900, lr: 0.000443, loss: 0.312354, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.39913 s, avg_samples: 256.0, ips: 641.39015 samples/s, eta: 9:12:47 +[2025/07/23 01:17:27] openrec INFO: epoch: [16/60], global_step: 25910, lr: 0.000443, loss: 0.334513, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.42308 s, avg_samples: 256.0, ips: 605.08212 samples/s, eta: 9:12:42 +[2025/07/23 01:17:31] openrec INFO: epoch: [16/60], global_step: 25920, lr: 0.000443, loss: 0.308100, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.41593 s, avg_samples: 256.0, ips: 615.49498 samples/s, eta: 9:12:36 +[2025/07/23 01:17:35] openrec INFO: epoch: [16/60], global_step: 25930, lr: 0.000443, loss: 0.319239, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.40804 s, avg_samples: 256.0, ips: 627.39615 samples/s, eta: 9:12:31 +[2025/07/23 01:17:39] openrec INFO: epoch: [16/60], global_step: 25940, lr: 0.000443, loss: 0.327348, avg_reader_cost: 0.00932 s, avg_batch_cost: 0.41006 s, avg_samples: 256.0, ips: 624.30244 samples/s, eta: 9:12:25 +[2025/07/23 01:17:44] openrec INFO: epoch: [16/60], global_step: 25950, lr: 0.000443, loss: 0.318826, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.43358 s, avg_samples: 256.0, ips: 590.43597 samples/s, eta: 9:12:20 +[2025/07/23 01:17:48] openrec INFO: epoch: [16/60], global_step: 25960, lr: 0.000443, loss: 0.314972, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.41565 s, avg_samples: 256.0, ips: 615.90229 samples/s, eta: 9:12:15 +[2025/07/23 01:17:52] openrec INFO: epoch: [16/60], global_step: 25970, lr: 0.000443, loss: 0.314218, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.40337 s, avg_samples: 256.0, ips: 634.64521 samples/s, eta: 9:12:09 +[2025/07/23 01:17:56] openrec INFO: epoch: [16/60], global_step: 25980, lr: 0.000443, loss: 0.292669, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.41384 s, avg_samples: 256.0, ips: 618.59477 samples/s, eta: 9:12:04 +[2025/07/23 01:18:00] openrec INFO: epoch: [16/60], global_step: 25990, lr: 0.000443, loss: 0.327384, avg_reader_cost: 0.01016 s, avg_batch_cost: 0.39951 s, avg_samples: 256.0, ips: 640.78339 samples/s, eta: 9:11:58 +[2025/07/23 01:18:04] openrec INFO: epoch: [16/60], global_step: 26000, lr: 0.000443, loss: 0.330641, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.42863 s, avg_samples: 256.0, ips: 597.24773 samples/s, eta: 9:11:53 +[2025/07/23 01:18:08] openrec INFO: cur metric, acc: 0.928532007548935, norm_edit_dis: 0.9734571787445714, num_samples: 7248, fps: 2832.908531178258 +[2025/07/23 01:18:08] openrec INFO: best metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865, best_epoch: 16 +[2025/07/23 01:18:12] openrec INFO: epoch: [16/60], global_step: 26010, lr: 0.000443, loss: 0.309870, avg_reader_cost: 0.36619 s, avg_batch_cost: 0.77470 s, avg_samples: 256.0, ips: 330.45081 samples/s, eta: 9:11:57 +[2025/07/23 01:18:16] openrec INFO: epoch: [16/60], global_step: 26020, lr: 0.000442, loss: 0.321489, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.42174 s, avg_samples: 256.0, ips: 607.01399 samples/s, eta: 9:11:52 +[2025/07/23 01:18:20] openrec INFO: epoch: [16/60], global_step: 26030, lr: 0.000442, loss: 0.315683, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.40528 s, avg_samples: 256.0, ips: 631.66259 samples/s, eta: 9:11:46 +[2025/07/23 01:18:25] openrec INFO: epoch: [16/60], global_step: 26040, lr: 0.000442, loss: 0.304717, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.42797 s, avg_samples: 256.0, ips: 598.16953 samples/s, eta: 9:11:41 +[2025/07/23 01:18:29] openrec INFO: epoch: [16/60], global_step: 26050, lr: 0.000442, loss: 0.327535, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.40793 s, avg_samples: 256.0, ips: 627.55741 samples/s, eta: 9:11:36 +[2025/07/23 01:18:33] openrec INFO: epoch: [16/60], global_step: 26060, lr: 0.000442, loss: 0.318087, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.42713 s, avg_samples: 256.0, ips: 599.35589 samples/s, eta: 9:11:31 +[2025/07/23 01:18:37] openrec INFO: epoch: [16/60], global_step: 26070, lr: 0.000442, loss: 0.309634, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.40960 s, avg_samples: 256.0, ips: 625.00084 samples/s, eta: 9:11:25 +[2025/07/23 01:18:41] openrec INFO: epoch: [16/60], global_step: 26080, lr: 0.000442, loss: 0.275269, avg_reader_cost: 0.01287 s, avg_batch_cost: 0.40064 s, avg_samples: 256.0, ips: 638.97450 samples/s, eta: 9:11:19 +[2025/07/23 01:18:45] openrec INFO: epoch: [16/60], global_step: 26090, lr: 0.000442, loss: 0.283493, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.41183 s, avg_samples: 256.0, ips: 621.60834 samples/s, eta: 9:11:14 +[2025/07/23 01:18:50] openrec INFO: epoch: [16/60], global_step: 26100, lr: 0.000442, loss: 0.328905, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.42957 s, avg_samples: 256.0, ips: 595.94987 samples/s, eta: 9:11:09 +[2025/07/23 01:18:54] openrec INFO: epoch: [16/60], global_step: 26110, lr: 0.000442, loss: 0.318893, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.40961 s, avg_samples: 256.0, ips: 624.98178 samples/s, eta: 9:11:03 +[2025/07/23 01:18:58] openrec INFO: epoch: [16/60], global_step: 26120, lr: 0.000442, loss: 0.309499, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.42891 s, avg_samples: 256.0, ips: 596.86268 samples/s, eta: 9:10:58 +[2025/07/23 01:19:02] openrec INFO: epoch: [16/60], global_step: 26130, lr: 0.000442, loss: 0.320856, avg_reader_cost: 0.00934 s, avg_batch_cost: 0.41813 s, avg_samples: 256.0, ips: 612.25674 samples/s, eta: 9:10:53 +[2025/07/23 01:19:07] openrec INFO: epoch: [16/60], global_step: 26140, lr: 0.000442, loss: 0.311372, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.43099 s, avg_samples: 256.0, ips: 593.98510 samples/s, eta: 9:10:48 +[2025/07/23 01:19:11] openrec INFO: epoch: [16/60], global_step: 26150, lr: 0.000442, loss: 0.332710, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.41734 s, avg_samples: 256.0, ips: 613.40527 samples/s, eta: 9:10:42 +[2025/07/23 01:19:15] openrec INFO: epoch: [16/60], global_step: 26160, lr: 0.000442, loss: 0.334947, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.43006 s, avg_samples: 256.0, ips: 595.26244 samples/s, eta: 9:10:37 +[2025/07/23 01:19:19] openrec INFO: epoch: [16/60], global_step: 26170, lr: 0.000442, loss: 0.312391, avg_reader_cost: 0.01195 s, avg_batch_cost: 0.40989 s, avg_samples: 256.0, ips: 624.55518 samples/s, eta: 9:10:32 +[2025/07/23 01:19:23] openrec INFO: epoch: [16/60], global_step: 26180, lr: 0.000442, loss: 0.300986, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.40639 s, avg_samples: 256.0, ips: 629.93255 samples/s, eta: 9:10:26 +[2025/07/23 01:19:27] openrec INFO: epoch: [16/60], global_step: 26190, lr: 0.000442, loss: 0.336787, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.38901 s, avg_samples: 256.0, ips: 658.07992 samples/s, eta: 9:10:20 +[2025/07/23 01:19:31] openrec INFO: epoch: [16/60], global_step: 26200, lr: 0.000442, loss: 0.329364, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.41012 s, avg_samples: 256.0, ips: 624.20046 samples/s, eta: 9:10:14 +[2025/07/23 01:19:35] openrec INFO: epoch: [16/60], global_step: 26210, lr: 0.000441, loss: 0.345773, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.41110 s, avg_samples: 256.0, ips: 622.72584 samples/s, eta: 9:10:09 +[2025/07/23 01:19:40] openrec INFO: epoch: [16/60], global_step: 26220, lr: 0.000441, loss: 0.345773, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.42299 s, avg_samples: 256.0, ips: 605.22114 samples/s, eta: 9:10:04 +[2025/07/23 01:19:44] openrec INFO: epoch: [16/60], global_step: 26230, lr: 0.000441, loss: 0.308977, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.41310 s, avg_samples: 256.0, ips: 619.70291 samples/s, eta: 9:09:58 +[2025/07/23 01:19:48] openrec INFO: epoch: [16/60], global_step: 26240, lr: 0.000441, loss: 0.308850, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.41086 s, avg_samples: 256.0, ips: 623.08392 samples/s, eta: 9:09:53 +[2025/07/23 01:19:49] openrec INFO: epoch: [16/60], global_step: 26243, lr: 0.000441, loss: 0.299019, avg_reader_cost: 0.00280 s, avg_batch_cost: 0.12592 s, avg_samples: 76.8, ips: 609.90396 samples/s, eta: 9:09:51 +[2025/07/23 01:20:04] openrec INFO: cur metric, acc: 0.9297737294015264, norm_edit_dis: 0.9746080162703823, num_samples: 7248, fps: 516.3081347290062 +[2025/07/23 01:20:04] openrec INFO: best metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865, best_epoch: 16 +[2025/07/23 01:20:06] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 01:20:07] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_16.pth +[2025/07/23 01:20:07] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep17/gpu1_ep17 +[2025/07/23 01:20:07] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep17/gpu2_ep17 +[2025/07/23 01:20:07] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep17/gpu0_ep17 +[2025/07/23 01:20:07] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep17/gpu3_ep17 +[2025/07/23 01:20:16] openrec INFO: 0 +[2025/07/23 01:20:16] openrec INFO: 790462 +[2025/07/23 01:20:16] openrec INFO: 959992 +[2025/07/23 01:20:16] openrec INFO: 666454 +[2025/07/23 01:20:16] openrec INFO: 997437 +[2025/07/23 01:20:21] openrec INFO: epoch: [17/60], global_step: 26250, lr: 0.000441, loss: 0.295069, avg_reader_cost: 2.89158 s, avg_batch_cost: 3.17907 s, avg_samples: 179.2, ips: 56.36873 samples/s, eta: 9:10:09 +[2025/07/23 01:20:25] openrec INFO: epoch: [17/60], global_step: 26260, lr: 0.000441, loss: 0.290855, avg_reader_cost: 0.01129 s, avg_batch_cost: 0.41648 s, avg_samples: 256.0, ips: 614.66800 samples/s, eta: 9:10:03 +[2025/07/23 01:20:29] openrec INFO: epoch: [17/60], global_step: 26270, lr: 0.000441, loss: 0.258882, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.39675 s, avg_samples: 256.0, ips: 645.24714 samples/s, eta: 9:09:57 +[2025/07/23 01:20:33] openrec INFO: epoch: [17/60], global_step: 26280, lr: 0.000441, loss: 0.255610, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.41033 s, avg_samples: 256.0, ips: 623.88866 samples/s, eta: 9:09:52 +[2025/07/23 01:20:37] openrec INFO: epoch: [17/60], global_step: 26290, lr: 0.000441, loss: 0.299308, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.41706 s, avg_samples: 256.0, ips: 613.81625 samples/s, eta: 9:09:46 +[2025/07/23 01:20:41] openrec INFO: epoch: [17/60], global_step: 26300, lr: 0.000441, loss: 0.291600, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.41060 s, avg_samples: 256.0, ips: 623.48320 samples/s, eta: 9:09:41 +[2025/07/23 01:20:46] openrec INFO: epoch: [17/60], global_step: 26310, lr: 0.000441, loss: 0.288995, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.43888 s, avg_samples: 256.0, ips: 583.30144 samples/s, eta: 9:09:36 +[2025/07/23 01:20:50] openrec INFO: epoch: [17/60], global_step: 26320, lr: 0.000441, loss: 0.298817, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.43874 s, avg_samples: 256.0, ips: 583.48757 samples/s, eta: 9:09:31 +[2025/07/23 01:20:54] openrec INFO: epoch: [17/60], global_step: 26330, lr: 0.000441, loss: 0.333658, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.41871 s, avg_samples: 256.0, ips: 611.40156 samples/s, eta: 9:09:26 +[2025/07/23 01:20:59] openrec INFO: epoch: [17/60], global_step: 26340, lr: 0.000441, loss: 0.307941, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.43855 s, avg_samples: 256.0, ips: 583.74337 samples/s, eta: 9:09:21 +[2025/07/23 01:21:03] openrec INFO: epoch: [17/60], global_step: 26350, lr: 0.000441, loss: 0.275390, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.43904 s, avg_samples: 256.0, ips: 583.08871 samples/s, eta: 9:09:16 +[2025/07/23 01:21:07] openrec INFO: epoch: [17/60], global_step: 26360, lr: 0.000441, loss: 0.267923, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.40607 s, avg_samples: 256.0, ips: 630.43481 samples/s, eta: 9:09:11 +[2025/07/23 01:21:12] openrec INFO: epoch: [17/60], global_step: 26370, lr: 0.000441, loss: 0.308635, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.42885 s, avg_samples: 256.0, ips: 596.94242 samples/s, eta: 9:09:06 +[2025/07/23 01:21:16] openrec INFO: epoch: [17/60], global_step: 26380, lr: 0.000441, loss: 0.327358, avg_reader_cost: 0.01086 s, avg_batch_cost: 0.43151 s, avg_samples: 256.0, ips: 593.26994 samples/s, eta: 9:09:01 +[2025/07/23 01:21:20] openrec INFO: epoch: [17/60], global_step: 26390, lr: 0.000441, loss: 0.347841, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.43776 s, avg_samples: 256.0, ips: 584.79307 samples/s, eta: 9:08:56 +[2025/07/23 01:21:25] openrec INFO: epoch: [17/60], global_step: 26400, lr: 0.000440, loss: 0.332175, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.43829 s, avg_samples: 256.0, ips: 584.08282 samples/s, eta: 9:08:51 +[2025/07/23 01:21:29] openrec INFO: epoch: [17/60], global_step: 26410, lr: 0.000440, loss: 0.318994, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.43552 s, avg_samples: 256.0, ips: 587.80816 samples/s, eta: 9:08:46 +[2025/07/23 01:21:33] openrec INFO: epoch: [17/60], global_step: 26420, lr: 0.000440, loss: 0.338313, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.42492 s, avg_samples: 256.0, ips: 602.46836 samples/s, eta: 9:08:41 +[2025/07/23 01:21:38] openrec INFO: epoch: [17/60], global_step: 26430, lr: 0.000440, loss: 0.320745, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.42866 s, avg_samples: 256.0, ips: 597.21587 samples/s, eta: 9:08:36 +[2025/07/23 01:21:42] openrec INFO: epoch: [17/60], global_step: 26440, lr: 0.000440, loss: 0.286142, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.43545 s, avg_samples: 256.0, ips: 587.89879 samples/s, eta: 9:08:31 +[2025/07/23 01:21:46] openrec INFO: epoch: [17/60], global_step: 26450, lr: 0.000440, loss: 0.291102, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.38311 s, avg_samples: 256.0, ips: 668.22014 samples/s, eta: 9:08:25 +[2025/07/23 01:21:50] openrec INFO: epoch: [17/60], global_step: 26460, lr: 0.000440, loss: 0.305612, avg_reader_cost: 0.00935 s, 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metric, acc: 0.9267384093174139, norm_edit_dis: 0.9742709656839585, num_samples: 7248, fps: 2812.5052113608117 +[2025/07/23 01:22:11] openrec INFO: best metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865, best_epoch: 16 +[2025/07/23 01:22:15] openrec INFO: epoch: [17/60], global_step: 26510, lr: 0.000440, loss: 0.309158, avg_reader_cost: 0.37174 s, avg_batch_cost: 0.78928 s, avg_samples: 256.0, ips: 324.34817 samples/s, eta: 9:08:04 +[2025/07/23 01:22:19] openrec INFO: epoch: [17/60], global_step: 26520, lr: 0.000440, loss: 0.307483, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.41266 s, avg_samples: 256.0, ips: 620.37202 samples/s, eta: 9:07:58 +[2025/07/23 01:22:24] openrec INFO: epoch: [17/60], global_step: 26530, lr: 0.000440, loss: 0.335614, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.43080 s, avg_samples: 256.0, ips: 594.24398 samples/s, eta: 9:07:53 +[2025/07/23 01:22:28] openrec INFO: epoch: [17/60], global_step: 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+[2025/07/23 01:25:17] openrec INFO: epoch: [17/60], global_step: 26910, lr: 0.000438, loss: 0.321584, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.43638 s, avg_samples: 256.0, ips: 586.65120 samples/s, eta: 9:05:08 +[2025/07/23 01:25:21] openrec INFO: epoch: [17/60], global_step: 26920, lr: 0.000438, loss: 0.321522, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.43741 s, avg_samples: 256.0, ips: 585.26651 samples/s, eta: 9:05:03 +[2025/07/23 01:25:26] openrec INFO: epoch: [17/60], global_step: 26930, lr: 0.000438, loss: 0.324338, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.43875 s, avg_samples: 256.0, ips: 583.47625 samples/s, eta: 9:04:58 +[2025/07/23 01:25:30] openrec INFO: epoch: [17/60], global_step: 26940, lr: 0.000438, loss: 0.310823, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.42173 s, avg_samples: 256.0, ips: 607.02401 samples/s, eta: 9:04:53 +[2025/07/23 01:25:34] openrec INFO: epoch: [17/60], global_step: 26950, lr: 0.000437, loss: 0.269287, avg_reader_cost: 0.00951 s, 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INFO: epoch: [17/60], global_step: 27400, lr: 0.000435, loss: 0.346545, avg_reader_cost: 0.01036 s, avg_batch_cost: 0.43728 s, avg_samples: 256.0, ips: 585.44266 samples/s, eta: 9:01:20 +[2025/07/23 01:28:59] openrec INFO: epoch: [17/60], global_step: 27410, lr: 0.000435, loss: 0.349388, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.43192 s, avg_samples: 256.0, ips: 592.69721 samples/s, eta: 9:01:15 +[2025/07/23 01:29:03] openrec INFO: epoch: [17/60], global_step: 27420, lr: 0.000435, loss: 0.307119, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.44235 s, avg_samples: 256.0, ips: 578.72294 samples/s, eta: 9:01:10 +[2025/07/23 01:29:08] openrec INFO: epoch: [17/60], global_step: 27430, lr: 0.000435, loss: 0.298011, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.43405 s, avg_samples: 256.0, ips: 589.79029 samples/s, eta: 9:01:05 +[2025/07/23 01:29:12] openrec INFO: epoch: [17/60], global_step: 27440, lr: 0.000435, loss: 0.301778, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.43461 s, 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+[2025/07/23 01:30:12] openrec INFO: epoch: [17/60], global_step: 27570, lr: 0.000434, loss: 0.324387, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.42977 s, avg_samples: 256.0, ips: 595.67252 samples/s, eta: 9:00:06 +[2025/07/23 01:30:17] openrec INFO: epoch: [17/60], global_step: 27580, lr: 0.000434, loss: 0.332281, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.42841 s, avg_samples: 256.0, ips: 597.55984 samples/s, eta: 9:00:01 +[2025/07/23 01:30:21] openrec INFO: epoch: [17/60], global_step: 27590, lr: 0.000434, loss: 0.324197, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.43675 s, avg_samples: 256.0, ips: 586.15106 samples/s, eta: 8:59:56 +[2025/07/23 01:30:25] openrec INFO: epoch: [17/60], global_step: 27600, lr: 0.000434, loss: 0.311216, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.43264 s, avg_samples: 256.0, ips: 591.70964 samples/s, eta: 8:59:51 +[2025/07/23 01:30:30] openrec INFO: epoch: [17/60], global_step: 27610, lr: 0.000434, loss: 0.318333, avg_reader_cost: 0.00987 s, 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+[2025/07/23 01:31:53] openrec INFO: epoch: [17/60], global_step: 27800, lr: 0.000433, loss: 0.292796, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.43671 s, avg_samples: 256.0, ips: 586.20374 samples/s, eta: 8:58:14 +[2025/07/23 01:31:57] openrec INFO: epoch: [17/60], global_step: 27810, lr: 0.000433, loss: 0.316789, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.43666 s, avg_samples: 256.0, ips: 586.26180 samples/s, eta: 8:58:09 +[2025/07/23 01:32:02] openrec INFO: epoch: [17/60], global_step: 27820, lr: 0.000433, loss: 0.316789, avg_reader_cost: 0.01219 s, avg_batch_cost: 0.44843 s, avg_samples: 256.0, ips: 570.87451 samples/s, eta: 8:58:05 +[2025/07/23 01:32:06] openrec INFO: epoch: [17/60], global_step: 27830, lr: 0.000433, loss: 0.306472, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.43067 s, avg_samples: 256.0, ips: 594.41988 samples/s, eta: 8:58:00 +[2025/07/23 01:32:10] openrec INFO: epoch: [17/60], global_step: 27840, lr: 0.000433, loss: 0.309680, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.44254 s, avg_samples: 256.0, ips: 578.47650 samples/s, eta: 8:57:55 +[2025/07/23 01:32:15] openrec INFO: epoch: [17/60], global_step: 27850, lr: 0.000433, loss: 0.336311, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.43494 s, avg_samples: 256.0, ips: 588.58251 samples/s, eta: 8:57:50 +[2025/07/23 01:32:19] openrec INFO: epoch: [17/60], global_step: 27860, lr: 0.000432, loss: 0.329745, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.43837 s, avg_samples: 256.0, ips: 583.98425 samples/s, eta: 8:57:46 +[2025/07/23 01:32:23] openrec INFO: epoch: [17/60], global_step: 27870, lr: 0.000432, loss: 0.329745, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.43918 s, avg_samples: 256.0, ips: 582.90027 samples/s, eta: 8:57:41 +[2025/07/23 01:32:28] openrec INFO: epoch: [17/60], global_step: 27880, lr: 0.000432, loss: 0.329846, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.44077 s, avg_samples: 256.0, ips: 580.79539 samples/s, eta: 8:57:36 +[2025/07/23 01:32:32] openrec INFO: epoch: [17/60], global_step: 27890, lr: 0.000432, loss: 0.317433, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.42881 s, avg_samples: 256.0, ips: 596.99921 samples/s, eta: 8:57:31 +[2025/07/23 01:32:37] openrec INFO: epoch: [17/60], global_step: 27900, lr: 0.000432, loss: 0.309905, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.44037 s, avg_samples: 256.0, ips: 581.33451 samples/s, eta: 8:57:26 +[2025/07/23 01:32:41] openrec INFO: epoch: [17/60], global_step: 27910, lr: 0.000432, loss: 0.313420, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.44227 s, avg_samples: 256.0, ips: 578.82939 samples/s, eta: 8:57:22 +[2025/07/23 01:32:42] openrec INFO: epoch: [17/60], global_step: 27912, lr: 0.000432, loss: 0.313420, avg_reader_cost: 0.00172 s, avg_batch_cost: 0.08913 s, avg_samples: 51.2, ips: 574.41250 samples/s, eta: 8:57:21 +[2025/07/23 01:32:57] openrec INFO: cur metric, acc: 0.9299116984962588, norm_edit_dis: 0.9747113176708659, num_samples: 7248, fps: 532.7792987105859 +[2025/07/23 01:32:57] openrec INFO: best metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865, best_epoch: 16 +[2025/07/23 01:32:58] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 01:32:59] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_17.pth +[2025/07/23 01:32:59] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep18/gpu0_ep18 +[2025/07/23 01:32:59] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep18/gpu3_ep18 +[2025/07/23 01:32:59] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep18/gpu1_ep18 +[2025/07/23 01:32:59] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep18/gpu2_ep18 +[2025/07/23 01:33:08] openrec INFO: 0 +[2025/07/23 01:33:08] openrec INFO: 790980 +[2025/07/23 01:33:08] openrec INFO: 961913 +[2025/07/23 01:33:08] openrec INFO: 666127 +[2025/07/23 01:33:08] openrec INFO: 997053 +[2025/07/23 01:33:13] openrec INFO: epoch: [18/60], global_step: 27920, lr: 0.000432, loss: 0.318761, avg_reader_cost: 2.85316 s, avg_batch_cost: 3.13275 s, avg_samples: 204.8, ips: 65.37393 samples/s, eta: 8:58:48 +[2025/07/23 01:33:17] openrec INFO: epoch: [18/60], global_step: 27930, lr: 0.000432, loss: 0.327565, avg_reader_cost: 0.00890 s, avg_batch_cost: 0.37330 s, avg_samples: 256.0, ips: 685.77875 samples/s, eta: 8:58:41 +[2025/07/23 01:33:21] openrec INFO: epoch: [18/60], global_step: 27940, lr: 0.000432, loss: 0.295692, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.41959 s, avg_samples: 256.0, ips: 610.11234 samples/s, eta: 8:58:36 +[2025/07/23 01:33:25] openrec INFO: epoch: [18/60], global_step: 27950, lr: 0.000432, loss: 0.286110, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.42943 s, avg_samples: 256.0, ips: 596.14561 samples/s, eta: 8:58:31 +[2025/07/23 01:33:30] openrec INFO: epoch: [18/60], global_step: 27960, lr: 0.000432, loss: 0.304174, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.43084 s, avg_samples: 256.0, ips: 594.19071 samples/s, eta: 8:58:26 +[2025/07/23 01:33:34] openrec INFO: epoch: [18/60], global_step: 27970, lr: 0.000432, loss: 0.327496, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.43378 s, avg_samples: 256.0, ips: 590.15929 samples/s, eta: 8:58:21 +[2025/07/23 01:33:39] openrec INFO: epoch: [18/60], global_step: 27980, lr: 0.000432, loss: 0.329099, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.43409 s, avg_samples: 256.0, ips: 589.73668 samples/s, eta: 8:58:16 +[2025/07/23 01:33:43] openrec INFO: epoch: [18/60], global_step: 27990, lr: 0.000432, loss: 0.302573, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.44086 s, avg_samples: 256.0, ips: 580.67971 samples/s, eta: 8:58:11 +[2025/07/23 01:33:47] openrec INFO: epoch: [18/60], global_step: 28000, lr: 0.000432, loss: 0.315078, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.44178 s, avg_samples: 256.0, ips: 579.47583 samples/s, eta: 8:58:07 +[2025/07/23 01:33:51] openrec INFO: cur metric, acc: 0.9241169965174987, norm_edit_dis: 0.9728534211308693, num_samples: 7248, fps: 2809.3623794978557 +[2025/07/23 01:33:51] openrec INFO: best metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865, best_epoch: 16 +[2025/07/23 01:33:55] openrec INFO: epoch: [18/60], global_step: 28010, lr: 0.000432, loss: 0.329631, avg_reader_cost: 0.37794 s, avg_batch_cost: 0.79718 s, avg_samples: 256.0, ips: 321.13175 samples/s, eta: 8:58:11 +[2025/07/23 01:34:00] openrec INFO: epoch: [18/60], global_step: 28020, lr: 0.000432, loss: 0.324334, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.43681 s, avg_samples: 256.0, ips: 586.06942 samples/s, eta: 8:58:06 +[2025/07/23 01:34:04] openrec INFO: epoch: [18/60], global_step: 28030, lr: 0.000431, loss: 0.341234, avg_reader_cost: 0.01035 s, 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[18/60], global_step: 28080, lr: 0.000431, loss: 0.313419, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.42993 s, avg_samples: 256.0, ips: 595.44218 samples/s, eta: 8:57:37 +[2025/07/23 01:34:30] openrec INFO: epoch: [18/60], global_step: 28090, lr: 0.000431, loss: 0.321198, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.44150 s, avg_samples: 256.0, ips: 579.84152 samples/s, eta: 8:57:32 +[2025/07/23 01:34:35] openrec INFO: epoch: [18/60], global_step: 28100, lr: 0.000431, loss: 0.344047, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.43111 s, avg_samples: 256.0, ips: 593.81839 samples/s, eta: 8:57:27 +[2025/07/23 01:34:39] openrec INFO: epoch: [18/60], global_step: 28110, lr: 0.000431, loss: 0.298520, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.42855 s, avg_samples: 256.0, ips: 597.36825 samples/s, eta: 8:57:22 +[2025/07/23 01:34:43] openrec INFO: epoch: [18/60], global_step: 28120, lr: 0.000431, loss: 0.274923, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.42980 s, avg_samples: 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+[2025/07/23 01:35:27] openrec INFO: epoch: [18/60], global_step: 28220, lr: 0.000430, loss: 0.310687, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.43527 s, avg_samples: 256.0, ips: 588.14366 samples/s, eta: 8:56:28 +[2025/07/23 01:35:31] openrec INFO: epoch: [18/60], global_step: 28230, lr: 0.000430, loss: 0.325335, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.43753 s, avg_samples: 256.0, ips: 585.10673 samples/s, eta: 8:56:23 +[2025/07/23 01:35:36] openrec INFO: epoch: [18/60], global_step: 28240, lr: 0.000430, loss: 0.348076, avg_reader_cost: 0.01062 s, avg_batch_cost: 0.43791 s, avg_samples: 256.0, ips: 584.59509 samples/s, eta: 8:56:19 +[2025/07/23 01:35:40] openrec INFO: epoch: [18/60], global_step: 28250, lr: 0.000430, loss: 0.330596, avg_reader_cost: 0.01313 s, avg_batch_cost: 0.43453 s, avg_samples: 256.0, ips: 589.14301 samples/s, eta: 8:56:14 +[2025/07/23 01:35:44] openrec INFO: epoch: [18/60], global_step: 28260, lr: 0.000430, loss: 0.294308, avg_reader_cost: 0.01067 s, 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+[2025/07/23 01:37:18] openrec INFO: epoch: [18/60], global_step: 28450, lr: 0.000429, loss: 0.292869, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.39823 s, avg_samples: 256.0, ips: 642.85116 samples/s, eta: 8:55:04 +[2025/07/23 01:37:22] openrec INFO: epoch: [18/60], global_step: 28460, lr: 0.000429, loss: 0.341463, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.37724 s, avg_samples: 256.0, ips: 678.60658 samples/s, eta: 8:54:58 +[2025/07/23 01:37:26] openrec INFO: epoch: [18/60], global_step: 28470, lr: 0.000429, loss: 0.328663, avg_reader_cost: 0.00885 s, avg_batch_cost: 0.39484 s, avg_samples: 256.0, ips: 648.35982 samples/s, eta: 8:54:52 +[2025/07/23 01:37:30] openrec INFO: epoch: [18/60], global_step: 28480, lr: 0.000429, loss: 0.317793, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.39202 s, avg_samples: 256.0, ips: 653.02280 samples/s, eta: 8:54:46 +[2025/07/23 01:37:34] openrec INFO: epoch: [18/60], global_step: 28490, lr: 0.000429, loss: 0.296835, avg_reader_cost: 0.01026 s, 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eta: 8:53:35 +[2025/07/23 01:38:28] openrec INFO: epoch: [18/60], global_step: 28620, lr: 0.000428, loss: 0.293308, avg_reader_cost: 0.01183 s, avg_batch_cost: 0.39725 s, avg_samples: 256.0, ips: 644.43520 samples/s, eta: 8:53:29 +[2025/07/23 01:38:32] openrec INFO: epoch: [18/60], global_step: 28630, lr: 0.000428, loss: 0.285968, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.39090 s, avg_samples: 256.0, ips: 654.89134 samples/s, eta: 8:53:23 +[2025/07/23 01:38:36] openrec INFO: epoch: [18/60], global_step: 28640, lr: 0.000428, loss: 0.285968, avg_reader_cost: 0.00960 s, avg_batch_cost: 0.43862 s, avg_samples: 256.0, ips: 583.65339 samples/s, eta: 8:53:19 +[2025/07/23 01:38:40] openrec INFO: epoch: [18/60], global_step: 28650, lr: 0.000428, loss: 0.331264, avg_reader_cost: 0.00873 s, avg_batch_cost: 0.37630 s, avg_samples: 256.0, ips: 680.30559 samples/s, eta: 8:53:12 +[2025/07/23 01:38:44] openrec INFO: epoch: [18/60], global_step: 28660, lr: 0.000428, loss: 0.349793, avg_reader_cost: 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+[2025/07/23 01:41:45] openrec INFO: epoch: [18/60], global_step: 29110, lr: 0.000425, loss: 0.321669, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.39250 s, avg_samples: 256.0, ips: 652.23204 samples/s, eta: 8:48:50 +[2025/07/23 01:41:49] openrec INFO: epoch: [18/60], global_step: 29120, lr: 0.000425, loss: 0.321669, avg_reader_cost: 0.00909 s, avg_batch_cost: 0.37681 s, avg_samples: 256.0, ips: 679.38082 samples/s, eta: 8:48:44 +[2025/07/23 01:41:53] openrec INFO: epoch: [18/60], global_step: 29130, lr: 0.000425, loss: 0.330811, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.37595 s, avg_samples: 256.0, ips: 680.94424 samples/s, eta: 8:48:38 +[2025/07/23 01:41:57] openrec INFO: epoch: [18/60], global_step: 29140, lr: 0.000425, loss: 0.307724, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.42300 s, avg_samples: 256.0, ips: 605.19753 samples/s, eta: 8:48:33 +[2025/07/23 01:42:01] openrec INFO: epoch: [18/60], global_step: 29150, lr: 0.000425, loss: 0.328014, avg_reader_cost: 0.01009 s, 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[18/60], global_step: 29200, lr: 0.000425, loss: 0.284525, avg_reader_cost: 0.00918 s, avg_batch_cost: 0.40346 s, avg_samples: 256.0, ips: 634.50986 samples/s, eta: 8:47:58 +[2025/07/23 01:42:24] openrec INFO: epoch: [18/60], global_step: 29210, lr: 0.000425, loss: 0.285231, avg_reader_cost: 0.00856 s, avg_batch_cost: 0.36252 s, avg_samples: 256.0, ips: 706.16510 samples/s, eta: 8:47:51 +[2025/07/23 01:42:28] openrec INFO: epoch: [18/60], global_step: 29220, lr: 0.000425, loss: 0.283128, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.38413 s, avg_samples: 256.0, ips: 666.43604 samples/s, eta: 8:47:45 +[2025/07/23 01:42:32] openrec INFO: epoch: [18/60], global_step: 29230, lr: 0.000425, loss: 0.277708, avg_reader_cost: 0.01111 s, avg_batch_cost: 0.37643 s, avg_samples: 256.0, ips: 680.07287 samples/s, eta: 8:47:39 +[2025/07/23 01:42:36] openrec INFO: epoch: [18/60], global_step: 29240, lr: 0.000424, loss: 0.291273, avg_reader_cost: 0.00906 s, avg_batch_cost: 0.39685 s, avg_samples: 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loss: 0.300653, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.40208 s, avg_samples: 256.0, ips: 636.69630 samples/s, eta: 8:47:03 +[2025/07/23 01:42:59] openrec INFO: epoch: [18/60], global_step: 29300, lr: 0.000424, loss: 0.297056, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.37547 s, avg_samples: 256.0, ips: 681.81309 samples/s, eta: 8:46:57 +[2025/07/23 01:43:03] openrec INFO: epoch: [18/60], global_step: 29310, lr: 0.000424, loss: 0.297056, avg_reader_cost: 0.00873 s, avg_batch_cost: 0.37613 s, avg_samples: 256.0, ips: 680.62203 samples/s, eta: 8:46:50 +[2025/07/23 01:43:07] openrec INFO: epoch: [18/60], global_step: 29320, lr: 0.000424, loss: 0.276988, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.41387 s, avg_samples: 256.0, ips: 618.54644 samples/s, eta: 8:46:45 +[2025/07/23 01:43:11] openrec INFO: epoch: [18/60], global_step: 29330, lr: 0.000424, loss: 0.290113, avg_reader_cost: 0.01086 s, avg_batch_cost: 0.40499 s, avg_samples: 256.0, ips: 632.11381 samples/s, eta: 8:46:40 +[2025/07/23 01:43:15] openrec INFO: epoch: [18/60], global_step: 29340, lr: 0.000424, loss: 0.288542, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.43788 s, avg_samples: 256.0, ips: 584.63103 samples/s, eta: 8:46:35 +[2025/07/23 01:43:19] openrec INFO: epoch: [18/60], global_step: 29350, lr: 0.000424, loss: 0.279550, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.40546 s, avg_samples: 256.0, ips: 631.38524 samples/s, eta: 8:46:29 +[2025/07/23 01:43:23] openrec INFO: epoch: [18/60], global_step: 29360, lr: 0.000424, loss: 0.287930, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.38653 s, avg_samples: 256.0, ips: 662.30270 samples/s, eta: 8:46:23 +[2025/07/23 01:43:27] openrec INFO: epoch: [18/60], global_step: 29370, lr: 0.000424, loss: 0.300689, avg_reader_cost: 0.00944 s, avg_batch_cost: 0.38778 s, avg_samples: 256.0, ips: 660.17191 samples/s, eta: 8:46:17 +[2025/07/23 01:43:31] openrec INFO: epoch: [18/60], global_step: 29380, lr: 0.000424, loss: 0.298929, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.40076 s, avg_samples: 256.0, ips: 638.78827 samples/s, eta: 8:46:12 +[2025/07/23 01:43:35] openrec INFO: epoch: [18/60], global_step: 29390, lr: 0.000424, loss: 0.298929, avg_reader_cost: 0.01116 s, avg_batch_cost: 0.40379 s, avg_samples: 256.0, ips: 633.99940 samples/s, eta: 8:46:06 +[2025/07/23 01:43:40] openrec INFO: epoch: [18/60], global_step: 29400, lr: 0.000424, loss: 0.266761, avg_reader_cost: 0.01069 s, avg_batch_cost: 0.43092 s, avg_samples: 256.0, ips: 594.08159 samples/s, eta: 8:46:01 +[2025/07/23 01:43:44] openrec INFO: epoch: [18/60], global_step: 29410, lr: 0.000423, loss: 0.281444, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.39719 s, avg_samples: 256.0, ips: 644.53590 samples/s, eta: 8:45:55 +[2025/07/23 01:43:47] openrec INFO: epoch: [18/60], global_step: 29420, lr: 0.000423, loss: 0.299945, avg_reader_cost: 0.00897 s, avg_batch_cost: 0.37023 s, avg_samples: 256.0, ips: 691.46739 samples/s, eta: 8:45:49 +[2025/07/23 01:43:51] openrec INFO: epoch: [18/60], global_step: 29430, lr: 0.000423, loss: 0.312174, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.38433 s, avg_samples: 256.0, ips: 666.08770 samples/s, eta: 8:45:43 +[2025/07/23 01:43:55] openrec INFO: epoch: [18/60], global_step: 29440, lr: 0.000423, loss: 0.311386, avg_reader_cost: 0.00883 s, avg_batch_cost: 0.36686 s, avg_samples: 256.0, ips: 697.82094 samples/s, eta: 8:45:37 +[2025/07/23 01:43:58] openrec INFO: epoch: [18/60], global_step: 29450, lr: 0.000423, loss: 0.305500, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.36914 s, avg_samples: 256.0, ips: 693.50345 samples/s, eta: 8:45:30 +[2025/07/23 01:44:02] openrec INFO: epoch: [18/60], global_step: 29460, lr: 0.000423, loss: 0.288674, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.35816 s, avg_samples: 256.0, ips: 714.76779 samples/s, eta: 8:45:24 +[2025/07/23 01:44:06] openrec INFO: epoch: [18/60], global_step: 29470, lr: 0.000423, loss: 0.269699, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.39297 s, avg_samples: 256.0, ips: 651.45394 samples/s, eta: 8:45:18 +[2025/07/23 01:44:10] openrec INFO: epoch: [18/60], global_step: 29480, lr: 0.000423, loss: 0.276380, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.37797 s, avg_samples: 256.0, ips: 677.30593 samples/s, eta: 8:45:12 +[2025/07/23 01:44:13] openrec INFO: epoch: [18/60], global_step: 29490, lr: 0.000423, loss: 0.304996, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.37003 s, avg_samples: 256.0, ips: 691.82854 samples/s, eta: 8:45:05 +[2025/07/23 01:44:17] openrec INFO: epoch: [18/60], global_step: 29500, lr: 0.000423, loss: 0.331739, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.39854 s, avg_samples: 256.0, ips: 642.33780 samples/s, eta: 8:45:00 +[2025/07/23 01:44:21] openrec INFO: cur metric, acc: 0.9293598221173291, norm_edit_dis: 0.9754341435968849, num_samples: 7248, fps: 2823.079568229318 +[2025/07/23 01:44:21] openrec INFO: best metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865, best_epoch: 16 +[2025/07/23 01:44:25] openrec INFO: epoch: [18/60], global_step: 29510, lr: 0.000423, loss: 0.311571, avg_reader_cost: 0.36700 s, avg_batch_cost: 0.74880 s, avg_samples: 256.0, ips: 341.88094 samples/s, eta: 8:45:02 +[2025/07/23 01:44:29] openrec INFO: epoch: [18/60], global_step: 29520, lr: 0.000423, loss: 0.292728, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.38942 s, avg_samples: 256.0, ips: 657.38782 samples/s, eta: 8:44:56 +[2025/07/23 01:44:33] openrec INFO: epoch: [18/60], global_step: 29530, lr: 0.000423, loss: 0.299250, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.39544 s, avg_samples: 256.0, ips: 647.38044 samples/s, eta: 8:44:51 +[2025/07/23 01:44:37] openrec INFO: epoch: [18/60], global_step: 29540, lr: 0.000423, loss: 0.304238, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.38235 s, avg_samples: 256.0, ips: 669.54621 samples/s, eta: 8:44:45 +[2025/07/23 01:44:41] openrec INFO: epoch: [18/60], global_step: 29550, lr: 0.000423, loss: 0.304238, avg_reader_cost: 0.00880 s, avg_batch_cost: 0.39157 s, avg_samples: 256.0, ips: 653.77058 samples/s, eta: 8:44:39 +[2025/07/23 01:44:45] openrec INFO: epoch: [18/60], global_step: 29560, lr: 0.000423, loss: 0.298827, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.39950 s, avg_samples: 256.0, ips: 640.79433 samples/s, eta: 8:44:33 +[2025/07/23 01:44:48] openrec INFO: epoch: [18/60], global_step: 29570, lr: 0.000423, loss: 0.287302, avg_reader_cost: 0.01141 s, avg_batch_cost: 0.37633 s, avg_samples: 256.0, ips: 680.26219 samples/s, eta: 8:44:27 +[2025/07/23 01:44:52] openrec INFO: epoch: [18/60], global_step: 29580, lr: 0.000422, loss: 0.302529, avg_reader_cost: 0.00846 s, avg_batch_cost: 0.39166 s, avg_samples: 256.0, ips: 653.62743 samples/s, eta: 8:44:21 +[2025/07/23 01:44:53] openrec INFO: epoch: [18/60], global_step: 29582, lr: 0.000422, loss: 0.302529, avg_reader_cost: 0.00166 s, avg_batch_cost: 0.06932 s, avg_samples: 51.2, ips: 738.55621 samples/s, eta: 8:44:20 +[2025/07/23 01:45:08] openrec INFO: cur metric, acc: 0.9288079457383996, norm_edit_dis: 0.9748711836924522, num_samples: 7248, fps: 539.9535149605624 +[2025/07/23 01:45:08] openrec INFO: best metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865, best_epoch: 16 +[2025/07/23 01:45:09] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 01:45:10] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_18.pth +[2025/07/23 01:45:10] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep19/gpu3_ep19 +[2025/07/23 01:45:10] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep19/gpu2_ep19 +[2025/07/23 01:45:10] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep19/gpu1_ep19 +[2025/07/23 01:45:10] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep19/gpu0_ep19 +[2025/07/23 01:45:19] openrec INFO: 0 +[2025/07/23 01:45:19] openrec INFO: 789480 +[2025/07/23 01:45:19] openrec INFO: 961382 +[2025/07/23 01:45:19] openrec INFO: 666153 +[2025/07/23 01:45:19] openrec INFO: 998166 +[2025/07/23 01:45:24] openrec INFO: epoch: [19/60], global_step: 29590, lr: 0.000422, loss: 0.302529, avg_reader_cost: 2.83006 s, avg_batch_cost: 3.12140 s, avg_samples: 204.8, ips: 65.61165 samples/s, eta: 8:45:21 +[2025/07/23 01:45:28] openrec INFO: epoch: [19/60], global_step: 29600, lr: 0.000422, loss: 0.293866, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.35434 s, avg_samples: 256.0, ips: 722.46094 samples/s, eta: 8:45:15 +[2025/07/23 01:45:32] openrec INFO: epoch: [19/60], global_step: 29610, lr: 0.000422, loss: 0.283774, avg_reader_cost: 0.00878 s, avg_batch_cost: 0.36964 s, avg_samples: 256.0, ips: 692.57183 samples/s, eta: 8:45:08 +[2025/07/23 01:45:35] 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loss: 0.282942, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.40182 s, avg_samples: 256.0, ips: 637.09875 samples/s, eta: 8:38:20 +[2025/07/23 01:51:21] openrec INFO: epoch: [19/60], global_step: 30430, lr: 0.000417, loss: 0.308407, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.43690 s, avg_samples: 256.0, ips: 585.95217 samples/s, eta: 8:38:15 +[2025/07/23 01:51:26] openrec INFO: epoch: [19/60], global_step: 30440, lr: 0.000417, loss: 0.321506, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.43266 s, avg_samples: 256.0, ips: 591.69295 samples/s, eta: 8:38:10 +[2025/07/23 01:51:30] openrec INFO: epoch: [19/60], global_step: 30450, lr: 0.000417, loss: 0.276921, avg_reader_cost: 0.01147 s, avg_batch_cost: 0.42598 s, avg_samples: 256.0, ips: 600.97294 samples/s, eta: 8:38:05 +[2025/07/23 01:51:34] openrec INFO: epoch: [19/60], global_step: 30460, lr: 0.000417, loss: 0.284119, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.41865 s, avg_samples: 256.0, ips: 611.48383 samples/s, eta: 8:38:00 +[2025/07/23 01:51:39] openrec INFO: epoch: [19/60], global_step: 30470, lr: 0.000417, loss: 0.308882, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.43998 s, avg_samples: 256.0, ips: 581.84166 samples/s, eta: 8:37:55 +[2025/07/23 01:51:43] openrec INFO: epoch: [19/60], global_step: 30480, lr: 0.000417, loss: 0.314749, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.43621 s, avg_samples: 256.0, ips: 586.86715 samples/s, eta: 8:37:51 +[2025/07/23 01:51:47] openrec INFO: epoch: [19/60], global_step: 30490, lr: 0.000417, loss: 0.323511, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.40047 s, avg_samples: 256.0, ips: 639.25175 samples/s, eta: 8:37:45 +[2025/07/23 01:51:51] openrec INFO: epoch: [19/60], global_step: 30500, lr: 0.000417, loss: 0.304969, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.38770 s, avg_samples: 256.0, ips: 660.31011 samples/s, eta: 8:37:39 +[2025/07/23 01:51:54] openrec INFO: cur metric, acc: 0.9248068419911606, norm_edit_dis: 0.9722685928328663, num_samples: 7248, fps: 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INFO: epoch: [19/60], global_step: 30730, lr: 0.000415, loss: 0.308384, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.44258 s, avg_samples: 256.0, ips: 578.42016 samples/s, eta: 8:35:46 +[2025/07/23 01:53:34] openrec INFO: epoch: [19/60], global_step: 30740, lr: 0.000415, loss: 0.312648, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.43620 s, avg_samples: 256.0, ips: 586.88412 samples/s, eta: 8:35:41 +[2025/07/23 01:53:39] openrec INFO: epoch: [19/60], global_step: 30750, lr: 0.000415, loss: 0.333559, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.43698 s, avg_samples: 256.0, ips: 585.83960 samples/s, eta: 8:35:36 +[2025/07/23 01:53:43] openrec INFO: epoch: [19/60], global_step: 30760, lr: 0.000415, loss: 0.384563, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.44585 s, avg_samples: 256.0, ips: 574.17829 samples/s, eta: 8:35:32 +[2025/07/23 01:53:47] openrec INFO: epoch: [19/60], global_step: 30770, lr: 0.000415, loss: 0.329147, avg_reader_cost: 0.01078 s, avg_batch_cost: 0.43174 s, 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INFO: epoch: [19/60], global_step: 30960, lr: 0.000414, loss: 0.285996, avg_reader_cost: 0.01168 s, avg_batch_cost: 0.40472 s, avg_samples: 256.0, ips: 632.53053 samples/s, eta: 8:33:51 +[2025/07/23 01:55:12] openrec INFO: epoch: [19/60], global_step: 30970, lr: 0.000414, loss: 0.278731, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.43166 s, avg_samples: 256.0, ips: 593.06235 samples/s, eta: 8:33:46 +[2025/07/23 01:55:16] openrec INFO: epoch: [19/60], global_step: 30980, lr: 0.000414, loss: 0.269057, avg_reader_cost: 0.01110 s, avg_batch_cost: 0.37715 s, avg_samples: 256.0, ips: 678.76921 samples/s, eta: 8:33:40 +[2025/07/23 01:55:20] openrec INFO: epoch: [19/60], global_step: 30990, lr: 0.000414, loss: 0.260725, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.40218 s, avg_samples: 256.0, ips: 636.52381 samples/s, eta: 8:33:34 +[2025/07/23 01:55:24] openrec INFO: epoch: [19/60], global_step: 31000, lr: 0.000414, loss: 0.269866, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.42001 s, avg_samples: 256.0, ips: 609.51512 samples/s, eta: 8:33:29 +[2025/07/23 01:55:28] openrec INFO: cur metric, acc: 0.928532007548935, norm_edit_dis: 0.9730948764787314, num_samples: 7248, fps: 2806.7784281003615 +[2025/07/23 01:55:28] openrec INFO: best metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865, best_epoch: 16 +[2025/07/23 01:55:31] openrec INFO: epoch: [19/60], global_step: 31010, lr: 0.000414, loss: 0.272260, avg_reader_cost: 0.37010 s, avg_batch_cost: 0.72332 s, avg_samples: 256.0, ips: 353.92251 samples/s, eta: 8:33:31 +[2025/07/23 01:55:35] openrec INFO: epoch: [19/60], global_step: 31020, lr: 0.000414, loss: 0.275730, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.39452 s, avg_samples: 256.0, ips: 648.89074 samples/s, eta: 8:33:25 +[2025/07/23 01:55:39] openrec INFO: epoch: [19/60], global_step: 31030, lr: 0.000414, loss: 0.275165, avg_reader_cost: 0.00927 s, avg_batch_cost: 0.40650 s, avg_samples: 256.0, ips: 629.76138 samples/s, eta: 8:33:20 +[2025/07/23 01:55:44] openrec INFO: epoch: [19/60], global_step: 31040, lr: 0.000414, loss: 0.276020, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.43721 s, avg_samples: 256.0, ips: 585.52844 samples/s, eta: 8:33:15 +[2025/07/23 01:55:48] openrec INFO: epoch: [19/60], global_step: 31050, lr: 0.000414, loss: 0.298825, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.42567 s, avg_samples: 256.0, ips: 601.40144 samples/s, eta: 8:33:10 +[2025/07/23 01:55:52] openrec INFO: epoch: [19/60], global_step: 31060, lr: 0.000413, loss: 0.293397, avg_reader_cost: 0.01061 s, avg_batch_cost: 0.43091 s, avg_samples: 256.0, ips: 594.09592 samples/s, eta: 8:33:05 +[2025/07/23 01:55:57] openrec INFO: epoch: [19/60], global_step: 31070, lr: 0.000413, loss: 0.275507, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.43939 s, avg_samples: 256.0, ips: 582.62640 samples/s, eta: 8:33:00 +[2025/07/23 01:56:01] openrec INFO: epoch: [19/60], global_step: 31080, lr: 0.000413, loss: 0.275362, avg_reader_cost: 0.00937 s, avg_batch_cost: 0.44374 s, avg_samples: 256.0, ips: 576.91251 samples/s, eta: 8:32:56 +[2025/07/23 01:56:05] openrec INFO: epoch: [19/60], global_step: 31090, lr: 0.000413, loss: 0.290478, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.40708 s, avg_samples: 256.0, ips: 628.87328 samples/s, eta: 8:32:50 +[2025/07/23 01:56:10] openrec INFO: epoch: [19/60], global_step: 31100, lr: 0.000413, loss: 0.299585, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.43903 s, avg_samples: 256.0, ips: 583.10590 samples/s, eta: 8:32:46 +[2025/07/23 01:56:14] openrec INFO: epoch: [19/60], global_step: 31110, lr: 0.000413, loss: 0.307562, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.43713 s, avg_samples: 256.0, ips: 585.63897 samples/s, eta: 8:32:41 +[2025/07/23 01:56:18] openrec INFO: epoch: [19/60], global_step: 31120, lr: 0.000413, loss: 0.313322, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.42919 s, avg_samples: 256.0, ips: 596.47764 samples/s, eta: 8:32:36 +[2025/07/23 01:56:22] openrec INFO: epoch: [19/60], global_step: 31130, lr: 0.000413, loss: 0.312296, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.39730 s, avg_samples: 256.0, ips: 644.35333 samples/s, eta: 8:32:30 +[2025/07/23 01:56:26] openrec INFO: epoch: [19/60], global_step: 31140, lr: 0.000413, loss: 0.310236, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.40035 s, avg_samples: 256.0, ips: 639.43661 samples/s, eta: 8:32:25 +[2025/07/23 01:56:31] openrec INFO: epoch: [19/60], global_step: 31150, lr: 0.000413, loss: 0.335209, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.43824 s, avg_samples: 256.0, ips: 584.16014 samples/s, eta: 8:32:20 +[2025/07/23 01:56:35] openrec INFO: epoch: [19/60], global_step: 31160, lr: 0.000413, loss: 0.330377, avg_reader_cost: 0.01082 s, avg_batch_cost: 0.42399 s, avg_samples: 256.0, ips: 603.78747 samples/s, eta: 8:32:15 +[2025/07/23 01:56:39] openrec INFO: epoch: [19/60], global_step: 31170, lr: 0.000413, loss: 0.287583, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.39990 s, avg_samples: 256.0, ips: 640.15255 samples/s, eta: 8:32:10 +[2025/07/23 01:56:43] openrec INFO: epoch: [19/60], global_step: 31180, lr: 0.000413, loss: 0.293134, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.44432 s, avg_samples: 256.0, ips: 576.16276 samples/s, eta: 8:32:05 +[2025/07/23 01:56:48] openrec INFO: epoch: [19/60], global_step: 31190, lr: 0.000413, loss: 0.313004, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.43231 s, avg_samples: 256.0, ips: 592.17081 samples/s, eta: 8:32:00 +[2025/07/23 01:56:52] openrec INFO: epoch: [19/60], global_step: 31200, lr: 0.000413, loss: 0.345753, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.43845 s, avg_samples: 256.0, ips: 583.87736 samples/s, eta: 8:31:55 +[2025/07/23 01:56:57] openrec INFO: epoch: [19/60], global_step: 31210, lr: 0.000413, loss: 0.414538, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.43865 s, avg_samples: 256.0, ips: 583.60989 samples/s, eta: 8:31:51 +[2025/07/23 01:57:01] openrec INFO: epoch: [19/60], global_step: 31220, lr: 0.000412, loss: 0.434121, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.43195 s, avg_samples: 256.0, ips: 592.65468 samples/s, eta: 8:31:46 +[2025/07/23 01:57:05] openrec INFO: epoch: [19/60], global_step: 31230, lr: 0.000412, loss: 0.410721, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.42887 s, avg_samples: 256.0, ips: 596.92234 samples/s, eta: 8:31:41 +[2025/07/23 01:57:09] openrec INFO: epoch: [19/60], global_step: 31240, lr: 0.000412, loss: 0.366950, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.39637 s, avg_samples: 256.0, ips: 645.86173 samples/s, eta: 8:31:35 +[2025/07/23 01:57:13] openrec INFO: epoch: [19/60], global_step: 31250, lr: 0.000412, loss: 0.340419, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.42913 s, avg_samples: 256.0, ips: 596.55296 samples/s, eta: 8:31:30 +[2025/07/23 01:57:14] openrec INFO: epoch: [19/60], global_step: 31252, lr: 0.000412, loss: 0.340419, avg_reader_cost: 0.00190 s, avg_batch_cost: 0.08954 s, avg_samples: 51.2, ips: 571.79927 samples/s, eta: 8:31:30 +[2025/07/23 01:57:29] openrec INFO: cur metric, acc: 0.9210816764333862, norm_edit_dis: 0.9727843434146679, num_samples: 7248, fps: 525.521785288236 +[2025/07/23 01:57:29] openrec INFO: best metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865, best_epoch: 16 +[2025/07/23 01:57:31] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 01:57:32] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_19.pth +[2025/07/23 01:57:32] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep20/gpu0_ep20 +[2025/07/23 01:57:32] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep20/gpu1_ep20 +[2025/07/23 01:57:32] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep20/gpu3_ep20 +[2025/07/23 01:57:32] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep20/gpu2_ep20 +[2025/07/23 01:57:41] openrec INFO: 0 +[2025/07/23 01:57:41] openrec INFO: 789365 +[2025/07/23 01:57:41] openrec INFO: 961682 +[2025/07/23 01:57:41] openrec INFO: 665798 +[2025/07/23 01:57:41] openrec INFO: 999056 +[2025/07/23 01:57:46] openrec INFO: epoch: [20/60], global_step: 31260, lr: 0.000412, loss: 0.313155, avg_reader_cost: 2.89170 s, avg_batch_cost: 3.17561 s, avg_samples: 204.8, ips: 64.49154 samples/s, eta: 8:32:28 +[2025/07/23 01:57:50] openrec INFO: epoch: [20/60], global_step: 31270, lr: 0.000412, loss: 0.307074, avg_reader_cost: 0.01109 s, avg_batch_cost: 0.36897 s, avg_samples: 256.0, ips: 693.83139 samples/s, eta: 8:32:21 +[2025/07/23 01:57:54] openrec INFO: epoch: [20/60], global_step: 31280, lr: 0.000412, loss: 0.292785, avg_reader_cost: 0.01141 s, avg_batch_cost: 0.37630 s, avg_samples: 256.0, ips: 680.31081 samples/s, eta: 8:32:15 +[2025/07/23 01:57:57] openrec INFO: epoch: [20/60], global_step: 31290, lr: 0.000412, loss: 0.288686, avg_reader_cost: 0.01221 s, avg_batch_cost: 0.35726 s, avg_samples: 256.0, ips: 716.57474 samples/s, eta: 8:32:09 +[2025/07/23 01:58:01] openrec INFO: epoch: [20/60], global_step: 31300, lr: 0.000412, loss: 0.329159, avg_reader_cost: 0.01191 s, avg_batch_cost: 0.39623 s, avg_samples: 256.0, ips: 646.08678 samples/s, eta: 8:32:03 +[2025/07/23 01:58:05] openrec INFO: epoch: [20/60], global_step: 31310, lr: 0.000412, loss: 0.316679, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.37450 s, avg_samples: 256.0, ips: 683.58448 samples/s, eta: 8:31:57 +[2025/07/23 01:58:09] openrec INFO: epoch: [20/60], global_step: 31320, lr: 0.000412, loss: 0.307014, avg_reader_cost: 0.01141 s, avg_batch_cost: 0.39507 s, avg_samples: 256.0, ips: 647.98486 samples/s, eta: 8:31:51 +[2025/07/23 01:58:13] openrec INFO: epoch: [20/60], global_step: 31330, lr: 0.000412, loss: 0.283964, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.40633 s, avg_samples: 256.0, ips: 630.02843 samples/s, eta: 8:31:46 +[2025/07/23 01:58:17] openrec INFO: epoch: [20/60], global_step: 31340, lr: 0.000412, loss: 0.312034, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.41129 s, avg_samples: 256.0, ips: 622.43525 samples/s, eta: 8:31:41 +[2025/07/23 01:58:21] openrec INFO: epoch: [20/60], global_step: 31350, lr: 0.000412, loss: 0.328224, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.40773 s, avg_samples: 256.0, ips: 627.85968 samples/s, eta: 8:31:35 +[2025/07/23 01:58:25] openrec INFO: epoch: [20/60], global_step: 31360, lr: 0.000412, loss: 0.309784, avg_reader_cost: 0.00917 s, avg_batch_cost: 0.37894 s, avg_samples: 256.0, ips: 675.56255 samples/s, eta: 8:31:29 +[2025/07/23 01:58:29] openrec INFO: epoch: [20/60], global_step: 31370, lr: 0.000412, loss: 0.294077, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.41113 s, avg_samples: 256.0, ips: 622.67908 samples/s, eta: 8:31:24 +[2025/07/23 01:58:33] openrec INFO: epoch: [20/60], global_step: 31380, lr: 0.000411, loss: 0.306051, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.41802 s, avg_samples: 256.0, ips: 612.41342 samples/s, eta: 8:31:19 +[2025/07/23 01:58:38] openrec INFO: epoch: [20/60], global_step: 31390, lr: 0.000411, loss: 0.330791, avg_reader_cost: 0.01151 s, avg_batch_cost: 0.43834 s, avg_samples: 256.0, ips: 584.01573 samples/s, eta: 8:31:14 +[2025/07/23 01:58:42] openrec INFO: epoch: [20/60], global_step: 31400, lr: 0.000411, loss: 0.355068, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.40770 s, avg_samples: 256.0, ips: 627.91060 samples/s, eta: 8:31:09 +[2025/07/23 01:58:46] openrec INFO: epoch: [20/60], global_step: 31410, lr: 0.000411, loss: 0.359205, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.42136 s, avg_samples: 256.0, ips: 607.55708 samples/s, eta: 8:31:04 +[2025/07/23 01:58:50] openrec INFO: epoch: [20/60], global_step: 31420, lr: 0.000411, loss: 0.349700, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.40222 s, avg_samples: 256.0, ips: 636.47528 samples/s, eta: 8:30:58 +[2025/07/23 01:58:54] openrec INFO: epoch: [20/60], global_step: 31430, lr: 0.000411, loss: 0.332690, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.41901 s, avg_samples: 256.0, ips: 610.96666 samples/s, eta: 8:30:53 +[2025/07/23 01:58:58] openrec INFO: epoch: [20/60], global_step: 31440, lr: 0.000411, loss: 0.322971, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.37914 s, avg_samples: 256.0, ips: 675.20940 samples/s, eta: 8:30:47 +[2025/07/23 01:59:02] openrec INFO: epoch: [20/60], global_step: 31450, lr: 0.000411, loss: 0.333367, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.37749 s, avg_samples: 256.0, ips: 678.15908 samples/s, eta: 8:30:41 +[2025/07/23 01:59:06] openrec INFO: epoch: [20/60], global_step: 31460, lr: 0.000411, loss: 0.408622, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.39508 s, avg_samples: 256.0, ips: 647.96492 samples/s, eta: 8:30:35 +[2025/07/23 01:59:10] openrec INFO: epoch: [20/60], global_step: 31470, lr: 0.000411, loss: 0.477269, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.41610 s, avg_samples: 256.0, ips: 615.23267 samples/s, eta: 8:30:30 +[2025/07/23 01:59:14] openrec INFO: epoch: [20/60], global_step: 31480, lr: 0.000411, loss: 0.440984, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.39314 s, avg_samples: 256.0, ips: 651.17051 samples/s, eta: 8:30:24 +[2025/07/23 01:59:18] openrec INFO: epoch: [20/60], global_step: 31490, lr: 0.000411, loss: 0.411309, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.39651 s, avg_samples: 256.0, ips: 645.63178 samples/s, eta: 8:30:19 +[2025/07/23 01:59:22] openrec INFO: epoch: [20/60], global_step: 31500, lr: 0.000411, loss: 0.387448, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.37442 s, avg_samples: 256.0, ips: 683.72251 samples/s, eta: 8:30:13 +[2025/07/23 01:59:25] openrec INFO: cur metric, acc: 0.9228752746649073, norm_edit_dis: 0.9720079141480613, num_samples: 7248, fps: 2804.1014531828296 +[2025/07/23 01:59:25] openrec INFO: best metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865, best_epoch: 16 +[2025/07/23 01:59:29] openrec INFO: epoch: [20/60], global_step: 31510, lr: 0.000411, loss: 0.336480, avg_reader_cost: 0.37398 s, avg_batch_cost: 0.77305 s, avg_samples: 256.0, ips: 331.15773 samples/s, eta: 8:30:15 +[2025/07/23 01:59:34] openrec INFO: epoch: [20/60], global_step: 31520, lr: 0.000411, loss: 0.355627, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.42267 s, avg_samples: 256.0, ips: 605.66935 samples/s, eta: 8:30:10 +[2025/07/23 01:59:38] openrec INFO: epoch: [20/60], global_step: 31530, lr: 0.000410, loss: 0.383780, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.41849 s, avg_samples: 256.0, ips: 611.72254 samples/s, eta: 8:30:05 +[2025/07/23 01:59:42] openrec INFO: epoch: [20/60], global_step: 31540, lr: 0.000410, loss: 0.357348, avg_reader_cost: 0.01079 s, avg_batch_cost: 0.41922 s, avg_samples: 256.0, ips: 610.65123 samples/s, 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eta: 8:26:11 +[2025/07/23 02:03:02] openrec INFO: cur metric, acc: 0.928945914833132, norm_edit_dis: 0.974020069814939, num_samples: 7248, fps: 2804.4286812587693 +[2025/07/23 02:03:02] openrec INFO: best metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865, best_epoch: 16 +[2025/07/23 02:03:06] openrec INFO: epoch: [20/60], global_step: 32010, lr: 0.000407, loss: 0.310734, avg_reader_cost: 0.37276 s, avg_batch_cost: 0.76809 s, avg_samples: 256.0, ips: 333.29426 samples/s, eta: 8:26:13 +[2025/07/23 02:03:10] openrec INFO: epoch: [20/60], global_step: 32020, lr: 0.000407, loss: 0.283627, avg_reader_cost: 0.00960 s, avg_batch_cost: 0.41089 s, avg_samples: 256.0, ips: 623.04100 samples/s, eta: 8:26:08 +[2025/07/23 02:03:14] openrec INFO: epoch: [20/60], global_step: 32030, lr: 0.000407, loss: 0.310601, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.40447 s, avg_samples: 256.0, ips: 632.92523 samples/s, eta: 8:26:02 +[2025/07/23 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+[2025/07/23 02:04:45] openrec INFO: epoch: [20/60], global_step: 32270, lr: 0.000406, loss: 0.308907, avg_reader_cost: 0.00837 s, avg_batch_cost: 0.36172 s, avg_samples: 256.0, ips: 707.73540 samples/s, eta: 8:23:38 +[2025/07/23 02:04:49] openrec INFO: epoch: [20/60], global_step: 32280, lr: 0.000406, loss: 0.297548, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.39310 s, avg_samples: 256.0, ips: 651.23299 samples/s, eta: 8:23:33 +[2025/07/23 02:04:53] openrec INFO: epoch: [20/60], global_step: 32290, lr: 0.000406, loss: 0.296250, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.40133 s, avg_samples: 256.0, ips: 637.88376 samples/s, eta: 8:23:27 +[2025/07/23 02:04:56] openrec INFO: epoch: [20/60], global_step: 32300, lr: 0.000406, loss: 0.311644, avg_reader_cost: 0.00923 s, avg_batch_cost: 0.35940 s, avg_samples: 256.0, ips: 712.30085 samples/s, eta: 8:23:21 +[2025/07/23 02:05:00] openrec INFO: epoch: [20/60], global_step: 32310, lr: 0.000406, loss: 0.285790, avg_reader_cost: 0.01037 s, 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[20/60], global_step: 32360, lr: 0.000405, loss: 0.264042, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.35493 s, avg_samples: 256.0, ips: 721.26560 samples/s, eta: 8:22:47 +[2025/07/23 02:05:24] openrec INFO: epoch: [20/60], global_step: 32370, lr: 0.000405, loss: 0.268759, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.38524 s, avg_samples: 256.0, ips: 664.52406 samples/s, eta: 8:22:42 +[2025/07/23 02:05:27] openrec INFO: epoch: [20/60], global_step: 32380, lr: 0.000405, loss: 0.289900, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.37116 s, avg_samples: 256.0, ips: 689.72913 samples/s, eta: 8:22:35 +[2025/07/23 02:05:31] openrec INFO: epoch: [20/60], global_step: 32390, lr: 0.000405, loss: 0.297923, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.38973 s, avg_samples: 256.0, ips: 656.85990 samples/s, eta: 8:22:30 +[2025/07/23 02:05:35] openrec INFO: epoch: [20/60], global_step: 32400, lr: 0.000405, loss: 0.301655, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.39328 s, avg_samples: 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loss: 0.273683, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.37605 s, avg_samples: 256.0, ips: 680.76348 samples/s, eta: 8:21:53 +[2025/07/23 02:05:58] openrec INFO: epoch: [20/60], global_step: 32460, lr: 0.000405, loss: 0.269171, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.38434 s, avg_samples: 256.0, ips: 666.07414 samples/s, eta: 8:21:48 +[2025/07/23 02:06:01] openrec INFO: epoch: [20/60], global_step: 32470, lr: 0.000404, loss: 0.271617, avg_reader_cost: 0.00898 s, avg_batch_cost: 0.37213 s, avg_samples: 256.0, ips: 687.93924 samples/s, eta: 8:21:42 +[2025/07/23 02:06:05] openrec INFO: epoch: [20/60], global_step: 32480, lr: 0.000404, loss: 0.265985, avg_reader_cost: 0.01186 s, avg_batch_cost: 0.39793 s, avg_samples: 256.0, ips: 643.32807 samples/s, eta: 8:21:36 +[2025/07/23 02:06:09] openrec INFO: epoch: [20/60], global_step: 32490, lr: 0.000404, loss: 0.249779, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.38806 s, avg_samples: 256.0, ips: 659.69760 samples/s, eta: 8:21:30 +[2025/07/23 02:06:13] openrec INFO: epoch: [20/60], global_step: 32500, lr: 0.000404, loss: 0.242839, avg_reader_cost: 0.00944 s, avg_batch_cost: 0.37368 s, avg_samples: 256.0, ips: 685.08160 samples/s, eta: 8:21:24 +[2025/07/23 02:06:17] openrec INFO: cur metric, acc: 0.9293598221173291, norm_edit_dis: 0.9745970096057275, num_samples: 7248, fps: 2818.875009040706 +[2025/07/23 02:06:17] openrec INFO: best metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865, best_epoch: 16 +[2025/07/23 02:06:20] openrec INFO: epoch: [20/60], global_step: 32510, lr: 0.000404, loss: 0.286569, avg_reader_cost: 0.36744 s, avg_batch_cost: 0.73625 s, avg_samples: 256.0, ips: 347.70572 samples/s, eta: 8:21:26 +[2025/07/23 02:06:24] openrec INFO: epoch: [20/60], global_step: 32520, lr: 0.000404, loss: 0.290836, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.37171 s, avg_samples: 256.0, ips: 688.70534 samples/s, eta: 8:21:20 +[2025/07/23 02:06:28] openrec INFO: epoch: [20/60], global_step: 32530, lr: 0.000404, loss: 0.284818, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.41407 s, avg_samples: 256.0, ips: 618.25888 samples/s, eta: 8:21:15 +[2025/07/23 02:06:32] openrec INFO: epoch: [20/60], global_step: 32540, lr: 0.000404, loss: 0.286978, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.38224 s, avg_samples: 256.0, ips: 669.73043 samples/s, eta: 8:21:09 +[2025/07/23 02:06:36] openrec INFO: epoch: [20/60], global_step: 32550, lr: 0.000404, loss: 0.293275, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.38698 s, avg_samples: 256.0, ips: 661.53508 samples/s, eta: 8:21:03 +[2025/07/23 02:06:40] openrec INFO: epoch: [20/60], global_step: 32560, lr: 0.000404, loss: 0.297345, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.36339 s, avg_samples: 256.0, ips: 704.48506 samples/s, eta: 8:20:57 +[2025/07/23 02:06:43] openrec INFO: epoch: [20/60], global_step: 32570, lr: 0.000404, loss: 0.307734, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.36116 s, avg_samples: 256.0, ips: 708.81992 samples/s, eta: 8:20:51 +[2025/07/23 02:06:47] openrec INFO: epoch: [20/60], global_step: 32580, lr: 0.000404, loss: 0.297089, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.39607 s, avg_samples: 256.0, ips: 646.35187 samples/s, eta: 8:20:45 +[2025/07/23 02:06:51] openrec INFO: epoch: [20/60], global_step: 32590, lr: 0.000404, loss: 0.290913, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.39332 s, avg_samples: 256.0, ips: 650.86504 samples/s, eta: 8:20:40 +[2025/07/23 02:06:55] openrec INFO: epoch: [20/60], global_step: 32600, lr: 0.000404, loss: 0.302492, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.35939 s, avg_samples: 256.0, ips: 712.32613 samples/s, eta: 8:20:33 +[2025/07/23 02:06:59] openrec INFO: epoch: [20/60], global_step: 32610, lr: 0.000404, loss: 0.298925, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.40722 s, avg_samples: 256.0, ips: 628.65288 samples/s, eta: 8:20:28 +[2025/07/23 02:07:02] openrec INFO: epoch: [20/60], global_step: 32620, lr: 0.000404, loss: 0.282356, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.36455 s, avg_samples: 256.0, ips: 702.24350 samples/s, eta: 8:20:22 +[2025/07/23 02:07:07] openrec INFO: epoch: [20/60], global_step: 32630, lr: 0.000403, loss: 0.265373, avg_reader_cost: 0.01152 s, avg_batch_cost: 0.41535 s, avg_samples: 256.0, ips: 616.34662 samples/s, eta: 8:20:17 +[2025/07/23 02:07:10] openrec INFO: epoch: [20/60], global_step: 32640, lr: 0.000403, loss: 0.265192, avg_reader_cost: 0.00931 s, avg_batch_cost: 0.37620 s, avg_samples: 256.0, ips: 680.48663 samples/s, eta: 8:20:11 +[2025/07/23 02:07:14] openrec INFO: epoch: [20/60], global_step: 32650, lr: 0.000403, loss: 0.273041, avg_reader_cost: 0.00938 s, avg_batch_cost: 0.35712 s, avg_samples: 256.0, ips: 716.83982 samples/s, eta: 8:20:04 +[2025/07/23 02:07:18] openrec INFO: epoch: [20/60], global_step: 32660, lr: 0.000403, loss: 0.266980, avg_reader_cost: 0.01144 s, avg_batch_cost: 0.37311 s, avg_samples: 256.0, ips: 686.13375 samples/s, eta: 8:19:58 +[2025/07/23 02:07:21] openrec INFO: epoch: [20/60], global_step: 32670, lr: 0.000403, loss: 0.270800, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.36957 s, avg_samples: 256.0, ips: 692.70185 samples/s, eta: 8:19:52 +[2025/07/23 02:07:25] openrec INFO: epoch: [20/60], global_step: 32680, lr: 0.000403, loss: 0.269285, avg_reader_cost: 0.00922 s, avg_batch_cost: 0.34764 s, avg_samples: 256.0, ips: 736.39212 samples/s, eta: 8:19:46 +[2025/07/23 02:07:29] openrec INFO: epoch: [20/60], global_step: 32690, lr: 0.000403, loss: 0.238075, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.36303 s, avg_samples: 256.0, ips: 705.17564 samples/s, eta: 8:19:40 +[2025/07/23 02:07:32] openrec INFO: epoch: [20/60], global_step: 32700, lr: 0.000403, loss: 0.229780, avg_reader_cost: 0.00909 s, avg_batch_cost: 0.37952 s, avg_samples: 256.0, ips: 674.54408 samples/s, eta: 8:19:34 +[2025/07/23 02:07:36] openrec INFO: epoch: [20/60], global_step: 32710, lr: 0.000403, loss: 0.256685, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.37309 s, avg_samples: 256.0, ips: 686.15331 samples/s, eta: 8:19:28 +[2025/07/23 02:07:40] openrec INFO: epoch: [20/60], global_step: 32720, lr: 0.000403, loss: 0.275022, avg_reader_cost: 0.00905 s, avg_batch_cost: 0.40639 s, avg_samples: 256.0, ips: 629.94334 samples/s, eta: 8:19:22 +[2025/07/23 02:07:44] openrec INFO: epoch: [20/60], global_step: 32730, lr: 0.000403, loss: 0.282853, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.37540 s, avg_samples: 256.0, ips: 681.93204 samples/s, eta: 8:19:16 +[2025/07/23 02:07:48] openrec INFO: epoch: [20/60], global_step: 32740, lr: 0.000403, loss: 0.294310, avg_reader_cost: 0.00902 s, avg_batch_cost: 0.37899 s, avg_samples: 256.0, ips: 675.48125 samples/s, eta: 8:19:11 +[2025/07/23 02:07:51] openrec INFO: epoch: [20/60], global_step: 32750, lr: 0.000403, loss: 0.304907, avg_reader_cost: 0.00880 s, avg_batch_cost: 0.36461 s, avg_samples: 256.0, ips: 702.11924 samples/s, eta: 8:19:04 +[2025/07/23 02:07:55] openrec INFO: epoch: [20/60], global_step: 32760, lr: 0.000403, loss: 0.292948, avg_reader_cost: 0.01356 s, avg_batch_cost: 0.37206 s, avg_samples: 256.0, ips: 688.05919 samples/s, eta: 8:18:58 +[2025/07/23 02:07:59] openrec INFO: epoch: [20/60], global_step: 32770, lr: 0.000403, loss: 0.266179, avg_reader_cost: 0.00930 s, avg_batch_cost: 0.37717 s, avg_samples: 256.0, ips: 678.73583 samples/s, eta: 8:18:53 +[2025/07/23 02:08:03] openrec INFO: epoch: [20/60], global_step: 32780, lr: 0.000402, loss: 0.268052, avg_reader_cost: 0.00868 s, avg_batch_cost: 0.36781 s, avg_samples: 256.0, ips: 696.00357 samples/s, eta: 8:18:46 +[2025/07/23 02:08:06] openrec INFO: epoch: [20/60], global_step: 32790, lr: 0.000402, loss: 0.289861, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.38686 s, avg_samples: 256.0, ips: 661.74068 samples/s, eta: 8:18:41 +[2025/07/23 02:08:10] openrec INFO: epoch: [20/60], global_step: 32800, lr: 0.000402, loss: 0.286167, avg_reader_cost: 0.00926 s, avg_batch_cost: 0.37642 s, avg_samples: 256.0, ips: 680.08941 samples/s, eta: 8:18:35 +[2025/07/23 02:08:14] openrec INFO: epoch: [20/60], global_step: 32810, lr: 0.000402, loss: 0.268365, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.40986 s, avg_samples: 256.0, ips: 624.59736 samples/s, eta: 8:18:30 +[2025/07/23 02:08:18] openrec INFO: epoch: [20/60], global_step: 32820, lr: 0.000402, loss: 0.291238, avg_reader_cost: 0.00916 s, avg_batch_cost: 0.37688 s, avg_samples: 256.0, ips: 679.25309 samples/s, eta: 8:18:24 +[2025/07/23 02:08:22] openrec INFO: epoch: [20/60], global_step: 32830, lr: 0.000402, loss: 0.310308, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.39044 s, avg_samples: 256.0, ips: 655.67715 samples/s, eta: 8:18:18 +[2025/07/23 02:08:26] openrec INFO: epoch: [20/60], global_step: 32840, lr: 0.000402, loss: 0.328289, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.39878 s, avg_samples: 256.0, ips: 641.95688 samples/s, eta: 8:18:13 +[2025/07/23 02:08:30] openrec INFO: epoch: [20/60], global_step: 32850, lr: 0.000402, loss: 0.307142, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.37377 s, avg_samples: 256.0, ips: 684.90427 samples/s, eta: 8:18:07 +[2025/07/23 02:08:34] openrec INFO: epoch: [20/60], global_step: 32860, lr: 0.000402, loss: 0.284591, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.41226 s, avg_samples: 256.0, ips: 620.97344 samples/s, eta: 8:18:01 +[2025/07/23 02:08:38] openrec INFO: epoch: [20/60], global_step: 32870, lr: 0.000402, loss: 0.307726, avg_reader_cost: 0.00900 s, avg_batch_cost: 0.35716 s, avg_samples: 256.0, ips: 716.76704 samples/s, eta: 8:17:55 +[2025/07/23 02:08:41] openrec INFO: epoch: [20/60], global_step: 32880, lr: 0.000402, loss: 0.323739, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.38670 s, avg_samples: 256.0, ips: 662.01147 samples/s, eta: 8:17:50 +[2025/07/23 02:08:45] openrec INFO: epoch: [20/60], global_step: 32890, lr: 0.000402, loss: 0.312651, avg_reader_cost: 0.00938 s, avg_batch_cost: 0.37690 s, avg_samples: 256.0, ips: 679.23406 samples/s, eta: 8:17:44 +[2025/07/23 02:08:49] openrec INFO: epoch: [20/60], global_step: 32900, lr: 0.000402, loss: 0.300910, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.40614 s, avg_samples: 256.0, ips: 630.32501 samples/s, eta: 8:17:38 +[2025/07/23 02:08:53] openrec INFO: epoch: [20/60], global_step: 32910, lr: 0.000402, loss: 0.295623, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.41446 s, avg_samples: 256.0, ips: 617.66861 samples/s, eta: 8:17:33 +[2025/07/23 02:08:57] openrec INFO: epoch: [20/60], global_step: 32920, lr: 0.000402, loss: 0.311808, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.38669 s, avg_samples: 256.0, ips: 662.03535 samples/s, eta: 8:17:28 +[2025/07/23 02:08:58] openrec INFO: epoch: [20/60], global_step: 32922, lr: 0.000402, loss: 0.313435, avg_reader_cost: 0.00143 s, avg_batch_cost: 0.07428 s, avg_samples: 51.2, ips: 689.29441 samples/s, eta: 8:17:26 +[2025/07/23 02:09:14] openrec INFO: cur metric, acc: 0.9288079457383996, norm_edit_dis: 0.9736622882947442, num_samples: 7248, fps: 504.6468259521367 +[2025/07/23 02:09:14] openrec INFO: best metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865, best_epoch: 16 +[2025/07/23 02:09:15] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 02:09:16] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_20.pth +[2025/07/23 02:09:16] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep1/gpu0_ep1 +[2025/07/23 02:09:16] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep1/gpu1_ep1 +[2025/07/23 02:09:16] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep1/gpu3_ep1 +[2025/07/23 02:09:16] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep1/gpu2_ep1 +[2025/07/23 02:09:25] openrec INFO: 0 +[2025/07/23 02:09:26] openrec INFO: 790325 +[2025/07/23 02:09:26] openrec INFO: 961651 +[2025/07/23 02:09:26] openrec INFO: 666436 +[2025/07/23 02:09:26] openrec INFO: 998180 +[2025/07/23 02:09:31] openrec INFO: epoch: [21/60], global_step: 32930, lr: 0.000401, loss: 0.304098, avg_reader_cost: 3.01261 s, avg_batch_cost: 3.29450 s, avg_samples: 204.8, ips: 62.16418 samples/s, eta: 8:18:22 +[2025/07/23 02:09:35] openrec INFO: epoch: [21/60], global_step: 32940, lr: 0.000401, loss: 0.291806, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.37253 s, avg_samples: 256.0, ips: 687.19851 samples/s, eta: 8:18:16 +[2025/07/23 02:09:39] openrec INFO: epoch: [21/60], global_step: 32950, lr: 0.000401, loss: 0.304320, avg_reader_cost: 0.00921 s, avg_batch_cost: 0.40316 s, avg_samples: 256.0, ips: 634.98476 samples/s, eta: 8:18:11 +[2025/07/23 02:09:42] openrec INFO: epoch: [21/60], global_step: 32960, lr: 0.000401, loss: 0.309310, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.37261 s, avg_samples: 256.0, ips: 687.04320 samples/s, eta: 8:18:05 +[2025/07/23 02:09:46] openrec INFO: epoch: [21/60], global_step: 32970, lr: 0.000401, loss: 0.299735, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.35981 s, avg_samples: 256.0, ips: 711.48955 samples/s, eta: 8:17:59 +[2025/07/23 02:09:50] openrec INFO: epoch: [21/60], global_step: 32980, lr: 0.000401, loss: 0.300441, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.36537 s, avg_samples: 256.0, ips: 700.65145 samples/s, eta: 8:17:53 +[2025/07/23 02:09:53] openrec INFO: epoch: [21/60], global_step: 32990, lr: 0.000401, loss: 0.313348, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.36765 s, avg_samples: 256.0, ips: 696.30755 samples/s, eta: 8:17:46 +[2025/07/23 02:09:58] openrec INFO: epoch: [21/60], global_step: 33000, lr: 0.000401, loss: 0.282043, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.40566 s, avg_samples: 256.0, ips: 631.06793 samples/s, eta: 8:17:41 +[2025/07/23 02:10:01] openrec INFO: cur metric, acc: 0.929635760306794, norm_edit_dis: 0.9745057459100724, num_samples: 7248, fps: 2804.269325873562 +[2025/07/23 02:10:01] openrec INFO: best metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748436814907315, num_samples: 7248, fps: 2822.4693892443865, best_epoch: 16 +[2025/07/23 02:10:05] openrec INFO: epoch: [21/60], global_step: 33010, lr: 0.000401, loss: 0.268574, avg_reader_cost: 0.37219 s, avg_batch_cost: 0.76342 s, avg_samples: 256.0, ips: 335.33303 samples/s, eta: 8:17:43 +[2025/07/23 02:10:09] openrec INFO: epoch: [21/60], global_step: 33020, lr: 0.000401, loss: 0.275255, avg_reader_cost: 0.00916 s, avg_batch_cost: 0.37896 s, avg_samples: 256.0, ips: 675.52808 samples/s, eta: 8:17:37 +[2025/07/23 02:10:13] openrec INFO: epoch: [21/60], global_step: 33030, lr: 0.000401, loss: 0.286591, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.41449 s, avg_samples: 256.0, ips: 617.62395 samples/s, eta: 8:17:32 +[2025/07/23 02:10:17] openrec INFO: epoch: [21/60], global_step: 33040, lr: 0.000401, loss: 0.262407, avg_reader_cost: 0.00892 s, avg_batch_cost: 0.37175 s, avg_samples: 256.0, ips: 688.64288 samples/s, eta: 8:17:26 +[2025/07/23 02:10:21] openrec INFO: epoch: [21/60], global_step: 33050, lr: 0.000401, loss: 0.246699, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.42743 s, avg_samples: 256.0, ips: 598.92897 samples/s, eta: 8:17:21 +[2025/07/23 02:10:25] openrec INFO: epoch: [21/60], global_step: 33060, lr: 0.000401, loss: 0.252248, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.40806 s, avg_samples: 256.0, ips: 627.35678 samples/s, eta: 8:17:16 +[2025/07/23 02:10:29] openrec INFO: epoch: [21/60], global_step: 33070, lr: 0.000401, loss: 0.275214, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.40166 s, avg_samples: 256.0, ips: 637.36082 samples/s, eta: 8:17:10 +[2025/07/23 02:10:33] openrec INFO: epoch: [21/60], global_step: 33080, lr: 0.000400, loss: 0.301065, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.37952 s, avg_samples: 256.0, ips: 674.53577 samples/s, eta: 8:17:05 +[2025/07/23 02:10:37] openrec INFO: epoch: [21/60], global_step: 33090, lr: 0.000400, loss: 0.291848, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.42705 s, avg_samples: 256.0, ips: 599.46668 samples/s, eta: 8:17:00 +[2025/07/23 02:10:41] openrec INFO: epoch: [21/60], global_step: 33100, lr: 0.000400, loss: 0.278694, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.40094 s, avg_samples: 256.0, ips: 638.50611 samples/s, eta: 8:16:54 +[2025/07/23 02:10:45] openrec INFO: epoch: [21/60], global_step: 33110, lr: 0.000400, loss: 0.267059, avg_reader_cost: 0.00911 s, avg_batch_cost: 0.38057 s, avg_samples: 256.0, ips: 672.67325 samples/s, eta: 8:16:48 +[2025/07/23 02:10:49] openrec INFO: epoch: [21/60], global_step: 33120, lr: 0.000400, loss: 0.290438, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.36969 s, avg_samples: 256.0, ips: 692.46986 samples/s, eta: 8:16:42 +[2025/07/23 02:10:53] openrec INFO: epoch: [21/60], global_step: 33130, lr: 0.000400, loss: 0.308058, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.36362 s, avg_samples: 256.0, ips: 704.02620 samples/s, eta: 8:16:36 +[2025/07/23 02:10:56] openrec INFO: epoch: [21/60], global_step: 33140, lr: 0.000400, loss: 0.315357, avg_reader_cost: 0.00867 s, avg_batch_cost: 0.35872 s, avg_samples: 256.0, ips: 713.64812 samples/s, eta: 8:16:30 +[2025/07/23 02:11:00] openrec INFO: epoch: [21/60], global_step: 33150, lr: 0.000400, loss: 0.398451, avg_reader_cost: 0.00902 s, avg_batch_cost: 0.37981 s, avg_samples: 256.0, ips: 674.02211 samples/s, eta: 8:16:24 +[2025/07/23 02:11:04] openrec INFO: epoch: [21/60], global_step: 33160, lr: 0.000400, loss: 0.379109, avg_reader_cost: 0.00944 s, avg_batch_cost: 0.38605 s, avg_samples: 256.0, ips: 663.11927 samples/s, eta: 8:16:18 +[2025/07/23 02:11:07] openrec INFO: epoch: [21/60], global_step: 33170, lr: 0.000400, loss: 0.341405, avg_reader_cost: 0.00925 s, avg_batch_cost: 0.35327 s, avg_samples: 256.0, ips: 724.66821 samples/s, eta: 8:16:12 +[2025/07/23 02:11:11] openrec INFO: epoch: [21/60], global_step: 33180, lr: 0.000400, loss: 0.339686, avg_reader_cost: 0.00903 s, avg_batch_cost: 0.36332 s, avg_samples: 256.0, ips: 704.61700 samples/s, eta: 8:16:06 +[2025/07/23 02:11:15] openrec INFO: epoch: [21/60], global_step: 33190, lr: 0.000400, loss: 0.328011, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.39405 s, avg_samples: 256.0, ips: 649.66422 samples/s, eta: 8:16:00 +[2025/07/23 02:11:19] openrec INFO: epoch: [21/60], global_step: 33200, lr: 0.000400, loss: 0.325209, avg_reader_cost: 0.00923 s, avg_batch_cost: 0.38145 s, avg_samples: 256.0, ips: 671.12283 samples/s, eta: 8:15:55 +[2025/07/23 02:11:23] openrec INFO: epoch: [21/60], global_step: 33210, lr: 0.000400, loss: 0.333400, avg_reader_cost: 0.00915 s, avg_batch_cost: 0.41501 s, avg_samples: 256.0, ips: 616.85867 samples/s, eta: 8:15:50 +[2025/07/23 02:11:27] openrec INFO: epoch: [21/60], global_step: 33220, lr: 0.000400, loss: 0.334348, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.38862 s, avg_samples: 256.0, ips: 658.74018 samples/s, eta: 8:15:44 +[2025/07/23 02:11:31] openrec INFO: epoch: [21/60], global_step: 33230, lr: 0.000400, loss: 0.321539, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.43925 s, avg_samples: 256.0, ips: 582.81684 samples/s, eta: 8:15:39 +[2025/07/23 02:11:36] openrec INFO: epoch: [21/60], global_step: 33240, lr: 0.000399, loss: 0.293650, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.42738 s, avg_samples: 256.0, ips: 598.99552 samples/s, eta: 8:15:34 +[2025/07/23 02:11:39] openrec INFO: epoch: [21/60], global_step: 33250, lr: 0.000399, loss: 0.284642, avg_reader_cost: 0.00938 s, avg_batch_cost: 0.39349 s, avg_samples: 256.0, ips: 650.58509 samples/s, eta: 8:15:29 +[2025/07/23 02:11:44] openrec INFO: epoch: [21/60], global_step: 33260, lr: 0.000399, loss: 0.286787, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.41720 s, avg_samples: 256.0, ips: 613.60838 samples/s, eta: 8:15:24 +[2025/07/23 02:11:48] openrec INFO: epoch: [21/60], global_step: 33270, lr: 0.000399, loss: 0.271137, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.44717 s, avg_samples: 256.0, ips: 572.48995 samples/s, eta: 8:15:19 +[2025/07/23 02:11:52] openrec INFO: epoch: [21/60], global_step: 33280, lr: 0.000399, loss: 0.280887, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.41013 s, avg_samples: 256.0, ips: 624.19371 samples/s, eta: 8:15:14 +[2025/07/23 02:11:56] openrec INFO: epoch: [21/60], global_step: 33290, lr: 0.000399, loss: 0.288772, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.37588 s, avg_samples: 256.0, ips: 681.06337 samples/s, eta: 8:15:08 +[2025/07/23 02:12:00] openrec INFO: epoch: [21/60], global_step: 33300, lr: 0.000399, loss: 0.329422, avg_reader_cost: 0.00930 s, avg_batch_cost: 0.39804 s, avg_samples: 256.0, ips: 643.15247 samples/s, eta: 8:15:03 +[2025/07/23 02:12:04] openrec INFO: epoch: [21/60], global_step: 33310, lr: 0.000399, loss: 0.329731, avg_reader_cost: 0.00937 s, avg_batch_cost: 0.38934 s, avg_samples: 256.0, ips: 657.51873 samples/s, eta: 8:14:57 +[2025/07/23 02:12:08] openrec INFO: epoch: [21/60], global_step: 33320, lr: 0.000399, loss: 0.308101, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.41681 s, avg_samples: 256.0, ips: 614.18856 samples/s, eta: 8:14:52 +[2025/07/23 02:12:12] openrec INFO: epoch: [21/60], global_step: 33330, lr: 0.000399, loss: 0.265591, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.41452 s, avg_samples: 256.0, ips: 617.58405 samples/s, eta: 8:14:47 +[2025/07/23 02:12:16] openrec INFO: epoch: [21/60], global_step: 33340, lr: 0.000399, loss: 0.278778, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.41398 s, avg_samples: 256.0, ips: 618.39077 samples/s, eta: 8:14:42 +[2025/07/23 02:12:21] openrec INFO: epoch: [21/60], global_step: 33350, lr: 0.000399, loss: 0.308036, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.42479 s, avg_samples: 256.0, ips: 602.64453 samples/s, eta: 8:14:37 +[2025/07/23 02:12:25] openrec INFO: epoch: [21/60], global_step: 33360, lr: 0.000399, loss: 0.311628, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.43168 s, avg_samples: 256.0, ips: 593.03477 samples/s, eta: 8:14:32 +[2025/07/23 02:12:29] openrec INFO: epoch: [21/60], global_step: 33370, lr: 0.000399, loss: 0.316949, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.44642 s, avg_samples: 256.0, ips: 573.44938 samples/s, eta: 8:14:28 +[2025/07/23 02:12:34] openrec INFO: epoch: [21/60], global_step: 33380, lr: 0.000399, loss: 0.297841, avg_reader_cost: 0.00940 s, avg_batch_cost: 0.41784 s, avg_samples: 256.0, ips: 612.66830 samples/s, eta: 8:14:23 +[2025/07/23 02:12:38] openrec INFO: epoch: [21/60], global_step: 33390, lr: 0.000398, loss: 0.299048, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.39355 s, avg_samples: 256.0, ips: 650.49203 samples/s, eta: 8:14:17 +[2025/07/23 02:12:41] openrec INFO: epoch: [21/60], global_step: 33400, lr: 0.000398, loss: 0.286433, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.38898 s, avg_samples: 256.0, ips: 658.12449 samples/s, eta: 8:14:11 +[2025/07/23 02:12:46] openrec INFO: epoch: [21/60], global_step: 33410, lr: 0.000398, loss: 0.295677, avg_reader_cost: 0.00934 s, avg_batch_cost: 0.43356 s, avg_samples: 256.0, ips: 590.45643 samples/s, eta: 8:14:07 +[2025/07/23 02:13:03] openrec INFO: epoch: [21/60], global_step: 33420, lr: 0.000398, loss: 0.315012, avg_reader_cost: 0.01012 s, avg_batch_cost: 1.70932 s, avg_samples: 256.0, ips: 149.76735 samples/s, eta: 8:14:27 +[2025/07/23 02:13:07] openrec INFO: epoch: [21/60], global_step: 33430, lr: 0.000398, loss: 0.285045, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.43873 s, avg_samples: 256.0, ips: 583.50324 samples/s, eta: 8:14:23 +[2025/07/23 02:13:12] openrec INFO: epoch: [21/60], global_step: 33440, lr: 0.000398, loss: 0.322173, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.43390 s, avg_samples: 256.0, ips: 589.99520 samples/s, eta: 8:14:18 +[2025/07/23 02:13:16] openrec INFO: epoch: [21/60], global_step: 33450, lr: 0.000398, loss: 0.285258, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.42889 s, avg_samples: 256.0, ips: 596.89460 samples/s, eta: 8:14:13 +[2025/07/23 02:13:20] openrec INFO: epoch: [21/60], global_step: 33460, lr: 0.000398, loss: 0.305608, avg_reader_cost: 0.00909 s, avg_batch_cost: 0.41643 s, avg_samples: 256.0, ips: 614.74978 samples/s, eta: 8:14:08 +[2025/07/23 02:13:24] openrec INFO: epoch: [21/60], global_step: 33470, lr: 0.000398, loss: 0.296034, avg_reader_cost: 0.00929 s, avg_batch_cost: 0.41989 s, avg_samples: 256.0, ips: 609.68626 samples/s, eta: 8:14:03 +[2025/07/23 02:13:29] openrec INFO: epoch: [21/60], global_step: 33480, lr: 0.000398, loss: 0.282980, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.41524 s, avg_samples: 256.0, ips: 616.50534 samples/s, eta: 8:13:58 +[2025/07/23 02:13:33] openrec INFO: epoch: [21/60], global_step: 33490, lr: 0.000398, loss: 0.285630, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.40207 s, avg_samples: 256.0, ips: 636.70819 samples/s, eta: 8:13:52 +[2025/07/23 02:13:37] openrec INFO: epoch: [21/60], global_step: 33500, lr: 0.000398, loss: 0.317857, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.40109 s, avg_samples: 256.0, ips: 638.26244 samples/s, eta: 8:13:47 +[2025/07/23 02:13:40] openrec INFO: cur metric, acc: 0.9304635748751883, norm_edit_dis: 0.9742850721649366, num_samples: 7248, fps: 2819.9732357632715 +[2025/07/23 02:13:41] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 02:13:41] openrec INFO: best metric, acc: 0.9304635748751883, norm_edit_dis: 0.9742850721649366, num_samples: 7248, fps: 2819.9732357632715, best_epoch: 21 +[2025/07/23 02:13:45] openrec INFO: epoch: [21/60], global_step: 33510, lr: 0.000398, loss: 0.310135, avg_reader_cost: 0.41118 s, avg_batch_cost: 0.82930 s, avg_samples: 256.0, ips: 308.69485 samples/s, eta: 8:13:50 +[2025/07/23 02:13:49] openrec INFO: epoch: [21/60], global_step: 33520, lr: 0.000398, loss: 0.320325, avg_reader_cost: 0.00898 s, avg_batch_cost: 0.40817 s, avg_samples: 256.0, ips: 627.18949 samples/s, eta: 8:13:45 +[2025/07/23 02:13:53] openrec INFO: epoch: [21/60], global_step: 33530, lr: 0.000398, loss: 0.342994, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.42738 s, avg_samples: 256.0, ips: 598.99442 samples/s, eta: 8:13:40 +[2025/07/23 02:13:58] openrec INFO: epoch: [21/60], global_step: 33540, lr: 0.000397, loss: 0.257156, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.43238 s, avg_samples: 256.0, ips: 592.07240 samples/s, eta: 8:13:35 +[2025/07/23 02:14:02] openrec INFO: epoch: [21/60], global_step: 33550, lr: 0.000397, loss: 0.261185, avg_reader_cost: 0.00942 s, avg_batch_cost: 0.43568 s, avg_samples: 256.0, ips: 587.58235 samples/s, eta: 8:13:30 +[2025/07/23 02:14:06] openrec INFO: epoch: [21/60], global_step: 33560, lr: 0.000397, loss: 0.301306, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.41736 s, avg_samples: 256.0, ips: 613.38593 samples/s, eta: 8:13:25 +[2025/07/23 02:14:11] openrec INFO: epoch: [21/60], global_step: 33570, lr: 0.000397, loss: 0.345900, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.43864 s, avg_samples: 256.0, ips: 583.61849 samples/s, eta: 8:13:21 +[2025/07/23 02:14:15] openrec INFO: epoch: [21/60], global_step: 33580, lr: 0.000397, loss: 0.313332, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.42613 s, avg_samples: 256.0, ips: 600.74887 samples/s, eta: 8:13:16 +[2025/07/23 02:14:19] openrec INFO: epoch: [21/60], global_step: 33590, lr: 0.000397, loss: 0.268437, avg_reader_cost: 0.00915 s, avg_batch_cost: 0.40895 s, avg_samples: 256.0, ips: 625.98965 samples/s, eta: 8:13:11 +[2025/07/23 02:14:23] openrec INFO: epoch: [21/60], global_step: 33600, lr: 0.000397, loss: 0.285537, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.43089 s, avg_samples: 256.0, ips: 594.11798 samples/s, eta: 8:13:06 +[2025/07/23 02:14:27] openrec INFO: epoch: [21/60], global_step: 33610, lr: 0.000397, loss: 0.292613, avg_reader_cost: 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INFO: epoch: [21/60], global_step: 33660, lr: 0.000397, loss: 0.266300, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.43151 s, avg_samples: 256.0, ips: 593.26489 samples/s, eta: 8:12:37 +[2025/07/23 02:14:53] openrec INFO: epoch: [21/60], global_step: 33670, lr: 0.000397, loss: 0.261884, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.43241 s, avg_samples: 256.0, ips: 592.02820 samples/s, eta: 8:12:32 +[2025/07/23 02:14:58] openrec INFO: epoch: [21/60], global_step: 33680, lr: 0.000397, loss: 0.278604, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.42083 s, avg_samples: 256.0, ips: 608.31553 samples/s, eta: 8:12:27 +[2025/07/23 02:15:02] openrec INFO: epoch: [21/60], global_step: 33690, lr: 0.000396, loss: 0.308942, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.43895 s, avg_samples: 256.0, ips: 583.20716 samples/s, eta: 8:12:22 +[2025/07/23 02:15:06] openrec INFO: epoch: [21/60], global_step: 33700, lr: 0.000396, loss: 0.288664, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.43341 s, 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eta: 8:11:34 +[2025/07/23 02:15:49] openrec INFO: epoch: [21/60], global_step: 33800, lr: 0.000396, loss: 0.277828, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.43028 s, avg_samples: 256.0, ips: 594.96074 samples/s, eta: 8:11:29 +[2025/07/23 02:15:54] openrec INFO: epoch: [21/60], global_step: 33810, lr: 0.000396, loss: 0.296904, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.44031 s, avg_samples: 256.0, ips: 581.41000 samples/s, eta: 8:11:25 +[2025/07/23 02:15:58] openrec INFO: epoch: [21/60], global_step: 33820, lr: 0.000396, loss: 0.311157, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.44334 s, avg_samples: 256.0, ips: 577.43969 samples/s, eta: 8:11:20 +[2025/07/23 02:16:03] openrec INFO: epoch: [21/60], global_step: 33830, lr: 0.000396, loss: 0.315684, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.43973 s, avg_samples: 256.0, ips: 582.17947 samples/s, eta: 8:11:15 +[2025/07/23 02:16:07] openrec INFO: epoch: [21/60], global_step: 33840, lr: 0.000395, loss: 0.300620, avg_reader_cost: 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+[2025/07/23 02:17:47] openrec INFO: epoch: [21/60], global_step: 34060, lr: 0.000394, loss: 0.287158, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.43989 s, avg_samples: 256.0, ips: 581.96272 samples/s, eta: 8:09:34 +[2025/07/23 02:17:51] openrec INFO: epoch: [21/60], global_step: 34070, lr: 0.000394, loss: 0.287245, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.42804 s, avg_samples: 256.0, ips: 598.07454 samples/s, eta: 8:09:29 +[2025/07/23 02:17:55] openrec INFO: epoch: [21/60], global_step: 34080, lr: 0.000394, loss: 0.270373, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.43516 s, avg_samples: 256.0, ips: 588.29379 samples/s, eta: 8:09:25 +[2025/07/23 02:18:00] openrec INFO: epoch: [21/60], global_step: 34090, lr: 0.000394, loss: 0.270485, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.43998 s, avg_samples: 256.0, ips: 581.84781 samples/s, eta: 8:09:20 +[2025/07/23 02:18:04] openrec INFO: epoch: [21/60], global_step: 34100, lr: 0.000394, loss: 0.272206, avg_reader_cost: 0.01015 s, 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loss: 0.320576, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.42903 s, avg_samples: 256.0, ips: 596.69780 samples/s, eta: 8:08:08 +[2025/07/23 02:19:09] openrec INFO: epoch: [21/60], global_step: 34250, lr: 0.000393, loss: 0.295365, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.42783 s, avg_samples: 256.0, ips: 598.36844 samples/s, eta: 8:08:04 +[2025/07/23 02:19:13] openrec INFO: epoch: [21/60], global_step: 34260, lr: 0.000393, loss: 0.295365, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.43407 s, avg_samples: 256.0, ips: 589.76032 samples/s, eta: 8:07:59 +[2025/07/23 02:19:18] openrec INFO: epoch: [21/60], global_step: 34270, lr: 0.000393, loss: 0.277377, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.43132 s, avg_samples: 256.0, ips: 593.53239 samples/s, eta: 8:07:54 +[2025/07/23 02:19:22] openrec INFO: epoch: [21/60], global_step: 34280, lr: 0.000392, loss: 0.266933, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.42345 s, avg_samples: 256.0, ips: 604.55178 samples/s, eta: 8:07:49 +[2025/07/23 02:19:26] openrec INFO: epoch: [21/60], global_step: 34290, lr: 0.000392, loss: 0.266933, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.43713 s, avg_samples: 256.0, ips: 585.63792 samples/s, eta: 8:07:45 +[2025/07/23 02:19:31] openrec INFO: epoch: [21/60], global_step: 34300, lr: 0.000392, loss: 0.258661, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.42481 s, avg_samples: 256.0, ips: 602.61876 samples/s, eta: 8:07:40 +[2025/07/23 02:19:35] openrec INFO: epoch: [21/60], global_step: 34310, lr: 0.000392, loss: 0.258661, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.44057 s, avg_samples: 256.0, ips: 581.06063 samples/s, eta: 8:07:35 +[2025/07/23 02:19:39] openrec INFO: epoch: [21/60], global_step: 34320, lr: 0.000392, loss: 0.279347, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.43193 s, avg_samples: 256.0, ips: 592.68442 samples/s, eta: 8:07:30 +[2025/07/23 02:19:43] openrec INFO: epoch: [21/60], global_step: 34330, lr: 0.000392, loss: 0.294652, avg_reader_cost: 0.00938 s, avg_batch_cost: 0.40260 s, avg_samples: 256.0, ips: 635.86520 samples/s, eta: 8:07:25 +[2025/07/23 02:19:47] openrec INFO: epoch: [21/60], global_step: 34340, lr: 0.000392, loss: 0.331780, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.40639 s, avg_samples: 256.0, ips: 629.94393 samples/s, eta: 8:07:20 +[2025/07/23 02:19:52] openrec INFO: epoch: [21/60], global_step: 34350, lr: 0.000392, loss: 0.302750, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.40833 s, avg_samples: 256.0, ips: 626.93970 samples/s, eta: 8:07:14 +[2025/07/23 02:19:55] openrec INFO: epoch: [21/60], global_step: 34360, lr: 0.000392, loss: 0.292692, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.39292 s, avg_samples: 256.0, ips: 651.53130 samples/s, eta: 8:07:09 +[2025/07/23 02:19:59] openrec INFO: epoch: [21/60], global_step: 34370, lr: 0.000392, loss: 0.292692, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.39483 s, avg_samples: 256.0, ips: 648.38217 samples/s, eta: 8:07:04 +[2025/07/23 02:20:03] openrec INFO: epoch: [21/60], global_step: 34380, lr: 0.000392, loss: 0.271940, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.38898 s, avg_samples: 256.0, ips: 658.13897 samples/s, eta: 8:06:58 +[2025/07/23 02:20:07] openrec INFO: epoch: [21/60], global_step: 34390, lr: 0.000392, loss: 0.278487, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.38661 s, avg_samples: 256.0, ips: 662.15864 samples/s, eta: 8:06:52 +[2025/07/23 02:20:11] openrec INFO: epoch: [21/60], global_step: 34400, lr: 0.000392, loss: 0.285630, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.40557 s, avg_samples: 256.0, ips: 631.21677 samples/s, eta: 8:06:47 +[2025/07/23 02:20:15] openrec INFO: epoch: [21/60], global_step: 34410, lr: 0.000392, loss: 0.301297, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.38746 s, avg_samples: 256.0, ips: 660.72175 samples/s, eta: 8:06:41 +[2025/07/23 02:20:19] openrec INFO: epoch: [21/60], global_step: 34420, lr: 0.000392, loss: 0.271484, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.39851 s, avg_samples: 256.0, ips: 642.38599 samples/s, eta: 8:06:36 +[2025/07/23 02:20:23] openrec INFO: epoch: [21/60], global_step: 34430, lr: 0.000391, loss: 0.253571, avg_reader_cost: 0.01062 s, avg_batch_cost: 0.40939 s, avg_samples: 256.0, ips: 625.32406 samples/s, eta: 8:06:31 +[2025/07/23 02:20:27] openrec INFO: epoch: [21/60], global_step: 34440, lr: 0.000391, loss: 0.272631, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.38750 s, avg_samples: 256.0, ips: 660.64207 samples/s, eta: 8:06:25 +[2025/07/23 02:20:31] openrec INFO: epoch: [21/60], global_step: 34450, lr: 0.000391, loss: 0.272965, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.41097 s, avg_samples: 256.0, ips: 622.91005 samples/s, eta: 8:06:20 +[2025/07/23 02:20:35] openrec INFO: epoch: [21/60], global_step: 34460, lr: 0.000391, loss: 0.282668, avg_reader_cost: 0.00899 s, avg_batch_cost: 0.38301 s, avg_samples: 256.0, ips: 668.38203 samples/s, eta: 8:06:14 +[2025/07/23 02:20:39] openrec INFO: epoch: [21/60], global_step: 34470, lr: 0.000391, loss: 0.276506, avg_reader_cost: 0.00897 s, avg_batch_cost: 0.38750 s, avg_samples: 256.0, ips: 660.64756 samples/s, eta: 8:06:09 +[2025/07/23 02:20:43] openrec INFO: epoch: [21/60], global_step: 34480, lr: 0.000391, loss: 0.273900, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.40631 s, avg_samples: 256.0, ips: 630.05323 samples/s, eta: 8:06:04 +[2025/07/23 02:20:47] openrec INFO: epoch: [21/60], global_step: 34490, lr: 0.000391, loss: 0.276400, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.40969 s, avg_samples: 256.0, ips: 624.85983 samples/s, eta: 8:05:58 +[2025/07/23 02:20:51] openrec INFO: epoch: [21/60], global_step: 34500, lr: 0.000391, loss: 0.290925, avg_reader_cost: 0.00889 s, avg_batch_cost: 0.38530 s, avg_samples: 256.0, ips: 664.41464 samples/s, eta: 8:05:53 +[2025/07/23 02:20:55] openrec INFO: cur metric, acc: 0.9290838839278645, norm_edit_dis: 0.9750575495990436, num_samples: 7248, fps: 2796.4727454362314 +[2025/07/23 02:20:55] openrec INFO: best metric, acc: 0.9304635748751883, norm_edit_dis: 0.9742850721649366, num_samples: 7248, fps: 2819.9732357632715, best_epoch: 21 +[2025/07/23 02:20:59] openrec INFO: epoch: [21/60], global_step: 34510, lr: 0.000391, loss: 0.269683, avg_reader_cost: 0.37095 s, avg_batch_cost: 0.75676 s, avg_samples: 256.0, ips: 338.28296 samples/s, eta: 8:05:54 +[2025/07/23 02:21:03] openrec INFO: epoch: [21/60], global_step: 34520, lr: 0.000391, loss: 0.235670, avg_reader_cost: 0.00931 s, avg_batch_cost: 0.41021 s, avg_samples: 256.0, ips: 624.07471 samples/s, eta: 8:05:49 +[2025/07/23 02:21:07] openrec INFO: epoch: [21/60], global_step: 34530, lr: 0.000391, loss: 0.258338, avg_reader_cost: 0.01477 s, avg_batch_cost: 0.39754 s, avg_samples: 256.0, ips: 643.95889 samples/s, eta: 8:05:44 +[2025/07/23 02:21:11] openrec INFO: epoch: [21/60], global_step: 34540, lr: 0.000391, loss: 0.266521, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.40615 s, avg_samples: 256.0, ips: 630.30399 samples/s, eta: 8:05:38 +[2025/07/23 02:21:15] openrec INFO: epoch: [21/60], global_step: 34550, lr: 0.000391, loss: 0.285763, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.40377 s, avg_samples: 256.0, ips: 634.02512 samples/s, eta: 8:05:33 +[2025/07/23 02:21:19] openrec INFO: epoch: [21/60], global_step: 34560, lr: 0.000391, loss: 0.306427, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.39047 s, avg_samples: 256.0, ips: 655.61490 samples/s, eta: 8:05:28 +[2025/07/23 02:21:23] openrec INFO: epoch: [21/60], global_step: 34570, lr: 0.000391, loss: 0.312097, avg_reader_cost: 0.01316 s, avg_batch_cost: 0.39862 s, avg_samples: 256.0, ips: 642.22116 samples/s, eta: 8:05:22 +[2025/07/23 02:21:27] openrec INFO: epoch: [21/60], global_step: 34580, lr: 0.000390, loss: 0.305555, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.40287 s, avg_samples: 256.0, ips: 635.43900 samples/s, eta: 8:05:17 +[2025/07/23 02:21:31] openrec INFO: epoch: [21/60], global_step: 34590, lr: 0.000390, loss: 0.297667, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.41043 s, avg_samples: 256.0, ips: 623.73927 samples/s, eta: 8:05:12 +[2025/07/23 02:21:32] openrec INFO: epoch: [21/60], global_step: 34592, lr: 0.000390, loss: 0.303212, avg_reader_cost: 0.00209 s, avg_batch_cost: 0.08913 s, avg_samples: 51.2, ips: 574.44938 samples/s, eta: 8:05:11 +[2025/07/23 02:21:47] openrec INFO: cur metric, acc: 0.9318432658225121, norm_edit_dis: 0.9749902417807942, num_samples: 7248, fps: 525.880779186007 +[2025/07/23 02:21:47] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 02:21:47] openrec INFO: best metric, acc: 0.9318432658225121, norm_edit_dis: 0.9749902417807942, num_samples: 7248, fps: 525.880779186007, best_epoch: 21 +[2025/07/23 02:21:49] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 02:21:49] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_21.pth +[2025/07/23 02:21:49] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep2/gpu0_ep2 +[2025/07/23 02:21:49] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep2/gpu1_ep2 +[2025/07/23 02:21:49] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep2/gpu2_ep2 +[2025/07/23 02:21:49] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep2/gpu3_ep2 +[2025/07/23 02:21:59] openrec INFO: 0 +[2025/07/23 02:21:59] openrec INFO: 791556 +[2025/07/23 02:21:59] openrec INFO: 961292 +[2025/07/23 02:21:59] openrec INFO: 666837 +[2025/07/23 02:21:59] openrec INFO: 998049 +[2025/07/23 02:22:04] openrec INFO: epoch: [22/60], global_step: 34600, lr: 0.000390, loss: 0.284692, avg_reader_cost: 2.90854 s, avg_batch_cost: 3.19182 s, avg_samples: 204.8, ips: 64.16403 samples/s, eta: 8:06:18 +[2025/07/23 02:22:08] openrec INFO: epoch: [22/60], global_step: 34610, lr: 0.000390, loss: 0.270035, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.39684 s, avg_samples: 256.0, ips: 645.08909 samples/s, eta: 8:06:13 +[2025/07/23 02:22:12] openrec INFO: epoch: [22/60], global_step: 34620, lr: 0.000390, loss: 0.289801, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.41181 s, avg_samples: 256.0, ips: 621.65063 samples/s, eta: 8:06:07 +[2025/07/23 02:22:16] openrec INFO: epoch: [22/60], global_step: 34630, lr: 0.000390, loss: 0.302441, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.40447 s, avg_samples: 256.0, ips: 632.92560 samples/s, eta: 8:06:02 +[2025/07/23 02:22:20] openrec INFO: epoch: [22/60], global_step: 34640, lr: 0.000390, loss: 0.261625, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.37729 s, avg_samples: 256.0, ips: 678.52832 samples/s, eta: 8:05:56 +[2025/07/23 02:22:23] openrec INFO: epoch: [22/60], global_step: 34650, lr: 0.000390, loss: 0.222482, avg_reader_cost: 0.00941 s, 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[22/60], global_step: 34700, lr: 0.000390, loss: 0.258788, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.42878 s, avg_samples: 256.0, ips: 597.04359 samples/s, eta: 8:05:22 +[2025/07/23 02:22:47] openrec INFO: epoch: [22/60], global_step: 34710, lr: 0.000390, loss: 0.277739, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.40559 s, avg_samples: 256.0, ips: 631.18478 samples/s, eta: 8:05:17 +[2025/07/23 02:22:51] openrec INFO: epoch: [22/60], global_step: 34720, lr: 0.000389, loss: 0.301257, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.40137 s, avg_samples: 256.0, ips: 637.81669 samples/s, eta: 8:05:11 +[2025/07/23 02:22:55] openrec INFO: epoch: [22/60], global_step: 34730, lr: 0.000389, loss: 0.280078, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.40065 s, avg_samples: 256.0, ips: 638.96739 samples/s, eta: 8:05:06 +[2025/07/23 02:22:59] openrec INFO: epoch: [22/60], global_step: 34740, lr: 0.000389, loss: 0.308306, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.40482 s, avg_samples: 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+[2025/07/23 02:23:37] openrec INFO: epoch: [22/60], global_step: 34840, lr: 0.000389, loss: 0.269496, avg_reader_cost: 0.00927 s, avg_batch_cost: 0.38935 s, avg_samples: 256.0, ips: 657.49771 samples/s, eta: 8:04:03 +[2025/07/23 02:23:40] openrec INFO: epoch: [22/60], global_step: 34850, lr: 0.000389, loss: 0.264279, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.36059 s, avg_samples: 256.0, ips: 709.95241 samples/s, eta: 8:03:57 +[2025/07/23 02:23:44] openrec INFO: epoch: [22/60], global_step: 34860, lr: 0.000389, loss: 0.270629, avg_reader_cost: 0.00900 s, avg_batch_cost: 0.38277 s, avg_samples: 256.0, ips: 668.80850 samples/s, eta: 8:03:51 +[2025/07/23 02:23:48] openrec INFO: epoch: [22/60], global_step: 34870, lr: 0.000388, loss: 0.259562, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.35367 s, avg_samples: 256.0, ips: 723.83982 samples/s, eta: 8:03:45 +[2025/07/23 02:23:52] openrec INFO: epoch: [22/60], global_step: 34880, lr: 0.000388, loss: 0.242422, avg_reader_cost: 0.00917 s, 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[22/60], global_step: 34930, lr: 0.000388, loss: 0.285141, avg_reader_cost: 0.00931 s, avg_batch_cost: 0.36624 s, avg_samples: 256.0, ips: 698.99042 samples/s, eta: 8:03:11 +[2025/07/23 02:24:14] openrec INFO: epoch: [22/60], global_step: 34940, lr: 0.000388, loss: 0.270664, avg_reader_cost: 0.00895 s, avg_batch_cost: 0.34510 s, avg_samples: 256.0, ips: 741.81853 samples/s, eta: 8:03:04 +[2025/07/23 02:24:18] openrec INFO: epoch: [22/60], global_step: 34950, lr: 0.000388, loss: 0.261726, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.36243 s, avg_samples: 256.0, ips: 706.34859 samples/s, eta: 8:02:58 +[2025/07/23 02:24:22] openrec INFO: epoch: [22/60], global_step: 34960, lr: 0.000388, loss: 0.258680, avg_reader_cost: 0.00931 s, avg_batch_cost: 0.38627 s, avg_samples: 256.0, ips: 662.74096 samples/s, eta: 8:02:53 +[2025/07/23 02:24:26] openrec INFO: epoch: [22/60], global_step: 34970, lr: 0.000388, loss: 0.268628, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.41048 s, avg_samples: 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+[2025/07/23 02:27:01] openrec INFO: epoch: [22/60], global_step: 35330, lr: 0.000385, loss: 0.291962, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.40667 s, avg_samples: 256.0, ips: 629.51031 samples/s, eta: 7:59:55 +[2025/07/23 02:27:05] openrec INFO: epoch: [22/60], global_step: 35340, lr: 0.000385, loss: 0.277043, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.44197 s, avg_samples: 256.0, ips: 579.21853 samples/s, eta: 7:59:51 +[2025/07/23 02:27:09] openrec INFO: epoch: [22/60], global_step: 35350, lr: 0.000385, loss: 0.283114, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.39031 s, avg_samples: 256.0, ips: 655.88394 samples/s, eta: 7:59:45 +[2025/07/23 02:27:13] openrec INFO: epoch: [22/60], global_step: 35360, lr: 0.000385, loss: 0.288683, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.37443 s, avg_samples: 256.0, ips: 683.69791 samples/s, eta: 7:59:39 +[2025/07/23 02:27:16] openrec INFO: epoch: [22/60], global_step: 35370, lr: 0.000385, loss: 0.294564, avg_reader_cost: 0.00948 s, 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[22/60], global_step: 35420, lr: 0.000385, loss: 0.287320, avg_reader_cost: 0.00890 s, avg_batch_cost: 0.39908 s, avg_samples: 256.0, ips: 641.47641 samples/s, eta: 7:59:06 +[2025/07/23 02:27:40] openrec INFO: epoch: [22/60], global_step: 35430, lr: 0.000385, loss: 0.258218, avg_reader_cost: 0.00960 s, avg_batch_cost: 0.41729 s, avg_samples: 256.0, ips: 613.48841 samples/s, eta: 7:59:01 +[2025/07/23 02:27:44] openrec INFO: epoch: [22/60], global_step: 35440, lr: 0.000385, loss: 0.281833, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.37958 s, avg_samples: 256.0, ips: 674.43595 samples/s, eta: 7:58:55 +[2025/07/23 02:27:48] openrec INFO: epoch: [22/60], global_step: 35450, lr: 0.000384, loss: 0.303141, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.40875 s, avg_samples: 256.0, ips: 626.30147 samples/s, eta: 7:58:50 +[2025/07/23 02:27:52] openrec INFO: epoch: [22/60], global_step: 35460, lr: 0.000384, loss: 0.272331, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.40081 s, avg_samples: 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02:28:46] openrec INFO: epoch: [22/60], global_step: 35590, lr: 0.000383, loss: 0.272295, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.36809 s, avg_samples: 256.0, ips: 695.48148 samples/s, eta: 7:57:38 +[2025/07/23 02:28:50] openrec INFO: epoch: [22/60], global_step: 35600, lr: 0.000383, loss: 0.272119, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.40394 s, avg_samples: 256.0, ips: 633.75968 samples/s, eta: 7:57:33 +[2025/07/23 02:28:54] openrec INFO: epoch: [22/60], global_step: 35610, lr: 0.000383, loss: 0.279015, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.42026 s, avg_samples: 256.0, ips: 609.14378 samples/s, eta: 7:57:28 +[2025/07/23 02:28:58] openrec INFO: epoch: [22/60], global_step: 35620, lr: 0.000383, loss: 0.277624, avg_reader_cost: 0.01156 s, avg_batch_cost: 0.38763 s, avg_samples: 256.0, ips: 660.42903 samples/s, eta: 7:57:23 +[2025/07/23 02:29:01] openrec INFO: epoch: [22/60], global_step: 35630, lr: 0.000383, loss: 0.278060, avg_reader_cost: 0.00833 s, 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+[2025/07/23 02:30:14] openrec INFO: epoch: [22/60], global_step: 35820, lr: 0.000382, loss: 0.277215, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.39910 s, avg_samples: 256.0, ips: 641.44885 samples/s, eta: 7:55:29 +[2025/07/23 02:30:18] openrec INFO: epoch: [22/60], global_step: 35830, lr: 0.000382, loss: 0.277106, avg_reader_cost: 0.00903 s, avg_batch_cost: 0.37572 s, avg_samples: 256.0, ips: 681.36244 samples/s, eta: 7:55:23 +[2025/07/23 02:30:21] openrec INFO: epoch: [22/60], global_step: 35840, lr: 0.000382, loss: 0.267364, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.38716 s, avg_samples: 256.0, ips: 661.23011 samples/s, eta: 7:55:18 +[2025/07/23 02:30:25] openrec INFO: epoch: [22/60], global_step: 35850, lr: 0.000382, loss: 0.252383, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.40522 s, avg_samples: 256.0, ips: 631.75223 samples/s, eta: 7:55:13 +[2025/07/23 02:30:29] openrec INFO: epoch: [22/60], global_step: 35860, lr: 0.000382, loss: 0.265195, avg_reader_cost: 0.00989 s, 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[22/60], global_step: 35910, lr: 0.000381, loss: 0.232983, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.41195 s, avg_samples: 256.0, ips: 621.43375 samples/s, eta: 7:54:40 +[2025/07/23 02:30:52] openrec INFO: epoch: [22/60], global_step: 35920, lr: 0.000381, loss: 0.240618, avg_reader_cost: 0.00901 s, avg_batch_cost: 0.35852 s, avg_samples: 256.0, ips: 714.03921 samples/s, eta: 7:54:34 +[2025/07/23 02:30:56] openrec INFO: epoch: [22/60], global_step: 35930, lr: 0.000381, loss: 0.277938, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.39381 s, avg_samples: 256.0, ips: 650.05253 samples/s, eta: 7:54:28 +[2025/07/23 02:31:00] openrec INFO: epoch: [22/60], global_step: 35940, lr: 0.000381, loss: 0.286406, avg_reader_cost: 0.00902 s, avg_batch_cost: 0.35431 s, avg_samples: 256.0, ips: 722.52545 samples/s, eta: 7:54:22 +[2025/07/23 02:31:04] openrec INFO: epoch: [22/60], global_step: 35950, lr: 0.000381, loss: 0.270979, avg_reader_cost: 0.00862 s, avg_batch_cost: 0.39148 s, avg_samples: 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02:31:58] openrec INFO: epoch: [22/60], global_step: 36080, lr: 0.000380, loss: 0.259955, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.38905 s, avg_samples: 256.0, ips: 658.00536 samples/s, eta: 7:53:11 +[2025/07/23 02:32:01] openrec INFO: epoch: [22/60], global_step: 36090, lr: 0.000380, loss: 0.306320, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.38102 s, avg_samples: 256.0, ips: 671.87999 samples/s, eta: 7:53:05 +[2025/07/23 02:32:05] openrec INFO: epoch: [22/60], global_step: 36100, lr: 0.000380, loss: 0.281146, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.36156 s, avg_samples: 256.0, ips: 708.03352 samples/s, eta: 7:52:59 +[2025/07/23 02:32:09] openrec INFO: epoch: [22/60], global_step: 36110, lr: 0.000380, loss: 0.270574, avg_reader_cost: 0.00891 s, avg_batch_cost: 0.37188 s, avg_samples: 256.0, ips: 688.39859 samples/s, eta: 7:52:54 +[2025/07/23 02:32:13] openrec INFO: epoch: [22/60], global_step: 36120, lr: 0.000380, loss: 0.269400, avg_reader_cost: 0.00962 s, 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[22/60], global_step: 36170, lr: 0.000379, loss: 0.279338, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.39534 s, avg_samples: 256.0, ips: 647.53801 samples/s, eta: 7:52:22 +[2025/07/23 02:32:37] openrec INFO: epoch: [22/60], global_step: 36180, lr: 0.000379, loss: 0.282159, avg_reader_cost: 0.00911 s, avg_batch_cost: 0.38809 s, avg_samples: 256.0, ips: 659.63774 samples/s, eta: 7:52:16 +[2025/07/23 02:32:41] openrec INFO: epoch: [22/60], global_step: 36190, lr: 0.000379, loss: 0.276655, avg_reader_cost: 0.00865 s, avg_batch_cost: 0.39342 s, avg_samples: 256.0, ips: 650.70652 samples/s, eta: 7:52:11 +[2025/07/23 02:32:45] openrec INFO: epoch: [22/60], global_step: 36200, lr: 0.000379, loss: 0.267535, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.39604 s, avg_samples: 256.0, ips: 646.39132 samples/s, eta: 7:52:06 +[2025/07/23 02:32:48] openrec INFO: epoch: [22/60], global_step: 36210, lr: 0.000379, loss: 0.261647, avg_reader_cost: 0.00901 s, avg_batch_cost: 0.38374 s, avg_samples: 256.0, ips: 667.12152 samples/s, eta: 7:52:00 +[2025/07/23 02:32:53] openrec INFO: epoch: [22/60], global_step: 36220, lr: 0.000379, loss: 0.271153, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.41134 s, avg_samples: 256.0, ips: 622.34874 samples/s, eta: 7:51:55 +[2025/07/23 02:32:57] openrec INFO: epoch: [22/60], global_step: 36230, lr: 0.000379, loss: 0.278607, avg_reader_cost: 0.00910 s, avg_batch_cost: 0.41517 s, avg_samples: 256.0, ips: 616.61491 samples/s, eta: 7:51:50 +[2025/07/23 02:33:00] openrec INFO: epoch: [22/60], global_step: 36240, lr: 0.000379, loss: 0.299183, avg_reader_cost: 0.01128 s, avg_batch_cost: 0.36366 s, avg_samples: 256.0, ips: 703.95424 samples/s, eta: 7:51:44 +[2025/07/23 02:33:04] openrec INFO: epoch: [22/60], global_step: 36250, lr: 0.000379, loss: 0.297234, avg_reader_cost: 0.00858 s, avg_batch_cost: 0.34581 s, avg_samples: 256.0, ips: 740.28574 samples/s, eta: 7:51:38 +[2025/07/23 02:33:08] openrec INFO: epoch: [22/60], global_step: 36260, lr: 0.000379, loss: 0.254366, avg_reader_cost: 0.00902 s, avg_batch_cost: 0.41673 s, avg_samples: 256.0, ips: 614.30733 samples/s, eta: 7:51:33 +[2025/07/23 02:33:09] openrec INFO: epoch: [22/60], global_step: 36263, lr: 0.000379, loss: 0.257611, avg_reader_cost: 0.00306 s, avg_batch_cost: 0.13279 s, avg_samples: 76.8, ips: 578.35787 samples/s, eta: 7:51:32 +[2025/07/23 02:33:25] openrec INFO: cur metric, acc: 0.9294977912120616, norm_edit_dis: 0.974143119946832, num_samples: 7248, fps: 499.6802637022084 +[2025/07/23 02:33:25] openrec INFO: best metric, acc: 0.9318432658225121, norm_edit_dis: 0.9749902417807942, num_samples: 7248, fps: 525.880779186007, best_epoch: 21 +[2025/07/23 02:33:27] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 02:33:27] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_22.pth +[2025/07/23 02:33:27] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep3/gpu2_ep3 +[2025/07/23 02:33:27] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep3/gpu0_ep3 +[2025/07/23 02:33:27] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep3/gpu1_ep3 +[2025/07/23 02:33:27] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep3/gpu3_ep3 +[2025/07/23 02:33:37] openrec INFO: 0 +[2025/07/23 02:33:37] openrec INFO: 791392 +[2025/07/23 02:33:37] openrec INFO: 961881 +[2025/07/23 02:33:37] openrec INFO: 668028 +[2025/07/23 02:33:37] openrec INFO: 997534 +[2025/07/23 02:33:42] openrec INFO: epoch: [23/60], global_step: 36270, lr: 0.000379, loss: 0.272485, avg_reader_cost: 2.97700 s, avg_batch_cost: 3.25671 s, avg_samples: 179.2, ips: 55.02487 samples/s, eta: 7:52:37 +[2025/07/23 02:33:46] openrec INFO: epoch: [23/60], global_step: 36280, lr: 0.000379, loss: 0.272592, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.42078 s, avg_samples: 256.0, ips: 608.39195 samples/s, eta: 7:52:32 +[2025/07/23 02:33:50] openrec INFO: epoch: [23/60], global_step: 36290, lr: 0.000379, loss: 0.259149, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.41519 s, avg_samples: 256.0, ips: 616.58131 samples/s, eta: 7:52:27 +[2025/07/23 02:33:54] openrec INFO: epoch: [23/60], global_step: 36300, lr: 0.000378, loss: 0.287888, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.38857 s, avg_samples: 256.0, ips: 658.83161 samples/s, eta: 7:52:22 +[2025/07/23 02:33:59] openrec INFO: epoch: [23/60], global_step: 36310, lr: 0.000378, loss: 0.283811, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.43585 s, avg_samples: 256.0, ips: 587.35559 samples/s, eta: 7:52:17 +[2025/07/23 02:34:03] openrec INFO: epoch: [23/60], global_step: 36320, lr: 0.000378, loss: 0.257501, avg_reader_cost: 0.00941 s, 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[23/60], global_step: 36370, lr: 0.000378, loss: 0.314296, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.43167 s, avg_samples: 256.0, ips: 593.04732 samples/s, eta: 7:51:48 +[2025/07/23 02:34:28] openrec INFO: epoch: [23/60], global_step: 36380, lr: 0.000378, loss: 0.297037, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.42359 s, avg_samples: 256.0, ips: 604.35123 samples/s, eta: 7:51:43 +[2025/07/23 02:34:33] openrec INFO: epoch: [23/60], global_step: 36390, lr: 0.000378, loss: 0.259417, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.43806 s, avg_samples: 256.0, ips: 584.39614 samples/s, eta: 7:51:39 +[2025/07/23 02:34:37] openrec INFO: epoch: [23/60], global_step: 36400, lr: 0.000378, loss: 0.278447, avg_reader_cost: 0.00930 s, avg_batch_cost: 0.42173 s, avg_samples: 256.0, ips: 607.01680 samples/s, eta: 7:51:34 +[2025/07/23 02:34:41] openrec INFO: epoch: [23/60], global_step: 36410, lr: 0.000378, loss: 0.289363, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.40829 s, avg_samples: 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loss: 0.272390, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.41078 s, avg_samples: 256.0, ips: 623.20840 samples/s, eta: 7:51:04 +[2025/07/23 02:35:07] openrec INFO: epoch: [23/60], global_step: 36470, lr: 0.000377, loss: 0.261591, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.44286 s, avg_samples: 256.0, ips: 578.06221 samples/s, eta: 7:51:00 +[2025/07/23 02:35:11] openrec INFO: epoch: [23/60], global_step: 36480, lr: 0.000377, loss: 0.275955, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.43107 s, avg_samples: 256.0, ips: 593.86516 samples/s, eta: 7:50:55 +[2025/07/23 02:35:15] openrec INFO: epoch: [23/60], global_step: 36490, lr: 0.000377, loss: 0.286974, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.41943 s, avg_samples: 256.0, ips: 610.34553 samples/s, eta: 7:50:50 +[2025/07/23 02:35:20] openrec INFO: epoch: [23/60], global_step: 36500, lr: 0.000377, loss: 0.292217, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.42401 s, avg_samples: 256.0, ips: 603.76472 samples/s, eta: 7:50:45 +[2025/07/23 02:35:23] openrec INFO: cur metric, acc: 0.9315673276330473, norm_edit_dis: 0.9749125186527927, num_samples: 7248, fps: 2814.593831659408 +[2025/07/23 02:35:23] openrec INFO: best metric, acc: 0.9318432658225121, norm_edit_dis: 0.9749902417807942, num_samples: 7248, fps: 525.880779186007, best_epoch: 21 +[2025/07/23 02:35:27] openrec INFO: epoch: [23/60], global_step: 36510, lr: 0.000377, loss: 0.274552, avg_reader_cost: 0.36351 s, avg_batch_cost: 0.75914 s, avg_samples: 256.0, ips: 337.22490 samples/s, eta: 7:50:46 +[2025/07/23 02:35:31] openrec INFO: epoch: [23/60], global_step: 36520, lr: 0.000377, loss: 0.265468, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.43557 s, avg_samples: 256.0, ips: 587.73133 samples/s, eta: 7:50:42 +[2025/07/23 02:35:36] openrec INFO: epoch: [23/60], global_step: 36530, lr: 0.000377, loss: 0.286596, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.43994 s, avg_samples: 256.0, ips: 581.89555 samples/s, eta: 7:50:37 +[2025/07/23 02:35:40] openrec INFO: epoch: [23/60], global_step: 36540, lr: 0.000377, loss: 0.283461, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.43157 s, avg_samples: 256.0, ips: 593.18266 samples/s, eta: 7:50:32 +[2025/07/23 02:35:44] openrec INFO: epoch: [23/60], global_step: 36550, lr: 0.000377, loss: 0.274916, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.41217 s, avg_samples: 256.0, ips: 621.10373 samples/s, eta: 7:50:27 +[2025/07/23 02:35:49] openrec INFO: epoch: [23/60], global_step: 36560, lr: 0.000377, loss: 0.257297, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.41971 s, avg_samples: 256.0, ips: 609.94082 samples/s, eta: 7:50:22 +[2025/07/23 02:35:53] openrec INFO: epoch: [23/60], global_step: 36570, lr: 0.000377, loss: 0.261465, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.42534 s, avg_samples: 256.0, ips: 601.86448 samples/s, eta: 7:50:17 +[2025/07/23 02:35:57] openrec INFO: epoch: [23/60], global_step: 36580, lr: 0.000377, loss: 0.251684, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.42680 s, 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INFO: epoch: [23/60], global_step: 37000, lr: 0.000374, loss: 0.273033, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.43625 s, avg_samples: 256.0, ips: 586.82603 samples/s, eta: 7:47:07 +[2025/07/23 02:39:10] openrec INFO: cur metric, acc: 0.9300496675909911, norm_edit_dis: 0.9748755182488935, num_samples: 7248, fps: 2823.4033742478005 +[2025/07/23 02:39:10] openrec INFO: best metric, acc: 0.9318432658225121, norm_edit_dis: 0.9749902417807942, num_samples: 7248, fps: 525.880779186007, best_epoch: 21 +[2025/07/23 02:39:14] openrec INFO: epoch: [23/60], global_step: 37010, lr: 0.000373, loss: 0.250495, avg_reader_cost: 0.36568 s, avg_batch_cost: 0.75795 s, avg_samples: 256.0, ips: 337.75171 samples/s, eta: 7:47:08 +[2025/07/23 02:39:18] openrec INFO: epoch: [23/60], global_step: 37020, lr: 0.000373, loss: 0.280534, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.44233 s, avg_samples: 256.0, ips: 578.75638 samples/s, eta: 7:47:03 +[2025/07/23 02:39:22] openrec INFO: epoch: [23/60], 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+[2025/07/23 02:40:22] openrec INFO: epoch: [23/60], global_step: 37170, lr: 0.000372, loss: 0.260225, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.41464 s, avg_samples: 256.0, ips: 617.39861 samples/s, eta: 7:45:51 +[2025/07/23 02:40:26] openrec INFO: epoch: [23/60], global_step: 37180, lr: 0.000372, loss: 0.229943, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.43645 s, avg_samples: 256.0, ips: 586.54862 samples/s, eta: 7:45:46 +[2025/07/23 02:40:31] openrec INFO: epoch: [23/60], global_step: 37190, lr: 0.000372, loss: 0.273808, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.42820 s, avg_samples: 256.0, ips: 597.84933 samples/s, eta: 7:45:41 +[2025/07/23 02:40:35] openrec INFO: epoch: [23/60], global_step: 37200, lr: 0.000372, loss: 0.310881, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.40274 s, avg_samples: 256.0, ips: 635.64545 samples/s, eta: 7:45:36 +[2025/07/23 02:40:39] openrec INFO: epoch: [23/60], global_step: 37210, lr: 0.000372, loss: 0.276851, avg_reader_cost: 0.00959 s, 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+[2025/07/23 02:41:59] openrec INFO: epoch: [23/60], global_step: 37400, lr: 0.000371, loss: 0.288191, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.41929 s, avg_samples: 256.0, ips: 610.56053 samples/s, eta: 7:43:58 +[2025/07/23 02:42:03] openrec INFO: epoch: [23/60], global_step: 37410, lr: 0.000371, loss: 0.274292, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.41110 s, avg_samples: 256.0, ips: 622.71248 samples/s, eta: 7:43:53 +[2025/07/23 02:42:07] openrec INFO: epoch: [23/60], global_step: 37420, lr: 0.000370, loss: 0.265930, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.41715 s, avg_samples: 256.0, ips: 613.69416 samples/s, eta: 7:43:48 +[2025/07/23 02:42:12] openrec INFO: epoch: [23/60], global_step: 37430, lr: 0.000370, loss: 0.246195, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.42929 s, avg_samples: 256.0, ips: 596.32906 samples/s, eta: 7:43:44 +[2025/07/23 02:42:16] openrec INFO: epoch: [23/60], global_step: 37440, lr: 0.000370, loss: 0.235699, avg_reader_cost: 0.00938 s, 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[23/60], global_step: 37490, lr: 0.000370, loss: 0.235815, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.42018 s, avg_samples: 256.0, ips: 609.26081 samples/s, eta: 7:43:15 +[2025/07/23 02:42:42] openrec INFO: epoch: [23/60], global_step: 37500, lr: 0.000370, loss: 0.239797, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.42708 s, avg_samples: 256.0, ips: 599.41645 samples/s, eta: 7:43:10 +[2025/07/23 02:42:45] openrec INFO: cur metric, acc: 0.9303256057804559, norm_edit_dis: 0.9735830964101003, num_samples: 7248, fps: 2810.387471866372 +[2025/07/23 02:42:45] openrec INFO: best metric, acc: 0.9318432658225121, norm_edit_dis: 0.9749902417807942, num_samples: 7248, fps: 525.880779186007, best_epoch: 21 +[2025/07/23 02:42:50] openrec INFO: epoch: [23/60], global_step: 37510, lr: 0.000370, loss: 0.239797, avg_reader_cost: 0.37008 s, avg_batch_cost: 0.78068 s, avg_samples: 256.0, ips: 327.92130 samples/s, eta: 7:43:11 +[2025/07/23 02:42:54] openrec INFO: epoch: [23/60], global_step: 37520, lr: 0.000370, loss: 0.276982, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.42919 s, avg_samples: 256.0, ips: 596.47254 samples/s, eta: 7:43:07 +[2025/07/23 02:42:58] openrec INFO: epoch: [23/60], global_step: 37530, lr: 0.000370, loss: 0.256543, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.40159 s, avg_samples: 256.0, ips: 637.46594 samples/s, eta: 7:43:01 +[2025/07/23 02:43:02] openrec INFO: epoch: [23/60], global_step: 37540, lr: 0.000370, loss: 0.248517, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.40244 s, avg_samples: 256.0, ips: 636.11869 samples/s, eta: 7:42:56 +[2025/07/23 02:43:06] openrec INFO: epoch: [23/60], global_step: 37550, lr: 0.000370, loss: 0.259475, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.44091 s, avg_samples: 256.0, ips: 580.61227 samples/s, eta: 7:42:52 +[2025/07/23 02:43:11] openrec INFO: epoch: [23/60], global_step: 37560, lr: 0.000369, loss: 0.242729, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.44188 s, avg_samples: 256.0, ips: 579.33776 samples/s, eta: 7:42:47 +[2025/07/23 02:43:15] openrec INFO: epoch: [23/60], global_step: 37570, lr: 0.000369, loss: 0.221943, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.43769 s, avg_samples: 256.0, ips: 584.89003 samples/s, eta: 7:42:43 +[2025/07/23 02:43:19] openrec INFO: epoch: [23/60], global_step: 37580, lr: 0.000369, loss: 0.258128, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.42724 s, avg_samples: 256.0, ips: 599.19371 samples/s, eta: 7:42:38 +[2025/07/23 02:43:23] openrec INFO: epoch: [23/60], global_step: 37590, lr: 0.000369, loss: 0.267635, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.40366 s, avg_samples: 256.0, ips: 634.19438 samples/s, eta: 7:42:33 +[2025/07/23 02:43:28] openrec INFO: epoch: [23/60], global_step: 37600, lr: 0.000369, loss: 0.267635, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.42121 s, avg_samples: 256.0, ips: 607.77845 samples/s, eta: 7:42:28 +[2025/07/23 02:43:32] openrec INFO: epoch: [23/60], global_step: 37610, lr: 0.000369, loss: 0.265686, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.41107 s, avg_samples: 256.0, ips: 622.77171 samples/s, eta: 7:42:23 +[2025/07/23 02:43:36] openrec INFO: epoch: [23/60], global_step: 37620, lr: 0.000369, loss: 0.243978, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.42359 s, avg_samples: 256.0, ips: 604.35361 samples/s, eta: 7:42:18 +[2025/07/23 02:43:40] openrec INFO: epoch: [23/60], global_step: 37630, lr: 0.000369, loss: 0.251327, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.44265 s, avg_samples: 256.0, ips: 578.33474 samples/s, eta: 7:42:13 +[2025/07/23 02:43:45] openrec INFO: epoch: [23/60], global_step: 37640, lr: 0.000369, loss: 0.248251, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.43325 s, avg_samples: 256.0, ips: 590.87916 samples/s, eta: 7:42:09 +[2025/07/23 02:43:49] openrec INFO: epoch: [23/60], global_step: 37650, lr: 0.000369, loss: 0.245657, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.43257 s, avg_samples: 256.0, ips: 591.81003 samples/s, eta: 7:42:04 +[2025/07/23 02:43:53] openrec INFO: epoch: [23/60], global_step: 37660, lr: 0.000369, loss: 0.261962, avg_reader_cost: 0.01151 s, avg_batch_cost: 0.41200 s, avg_samples: 256.0, ips: 621.35575 samples/s, eta: 7:41:59 +[2025/07/23 02:43:58] openrec INFO: epoch: [23/60], global_step: 37670, lr: 0.000369, loss: 0.270070, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.42693 s, avg_samples: 256.0, ips: 599.62844 samples/s, eta: 7:41:54 +[2025/07/23 02:44:02] openrec INFO: epoch: [23/60], global_step: 37680, lr: 0.000369, loss: 0.277010, avg_reader_cost: 0.01064 s, avg_batch_cost: 0.41813 s, avg_samples: 256.0, ips: 612.24448 samples/s, eta: 7:41:49 +[2025/07/23 02:44:06] openrec INFO: epoch: [23/60], global_step: 37690, lr: 0.000369, loss: 0.283443, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.43035 s, avg_samples: 256.0, ips: 594.86307 samples/s, eta: 7:41:45 +[2025/07/23 02:44:10] openrec INFO: epoch: [23/60], global_step: 37700, lr: 0.000368, loss: 0.253109, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.42955 s, avg_samples: 256.0, ips: 595.96687 samples/s, eta: 7:41:40 +[2025/07/23 02:44:15] openrec INFO: epoch: [23/60], global_step: 37710, lr: 0.000368, loss: 0.272014, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.43577 s, avg_samples: 256.0, ips: 587.46289 samples/s, eta: 7:41:35 +[2025/07/23 02:44:19] openrec INFO: epoch: [23/60], global_step: 37720, lr: 0.000368, loss: 0.290853, avg_reader_cost: 0.00934 s, avg_batch_cost: 0.42393 s, avg_samples: 256.0, ips: 603.86635 samples/s, eta: 7:41:30 +[2025/07/23 02:44:23] openrec INFO: epoch: [23/60], global_step: 37730, lr: 0.000368, loss: 0.283273, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.44255 s, avg_samples: 256.0, ips: 578.46245 samples/s, eta: 7:41:26 +[2025/07/23 02:44:28] openrec INFO: epoch: [23/60], global_step: 37740, lr: 0.000368, loss: 0.280458, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.43038 s, avg_samples: 256.0, ips: 594.82129 samples/s, eta: 7:41:21 +[2025/07/23 02:44:32] openrec INFO: epoch: [23/60], global_step: 37750, lr: 0.000368, loss: 0.248669, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.44056 s, avg_samples: 256.0, ips: 581.07711 samples/s, eta: 7:41:17 +[2025/07/23 02:44:36] openrec INFO: epoch: [23/60], global_step: 37760, lr: 0.000368, loss: 0.245880, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.39785 s, avg_samples: 256.0, ips: 643.45136 samples/s, eta: 7:41:11 +[2025/07/23 02:44:40] openrec INFO: epoch: [23/60], global_step: 37770, lr: 0.000368, loss: 0.241428, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.42247 s, avg_samples: 256.0, ips: 605.96152 samples/s, eta: 7:41:07 +[2025/07/23 02:44:45] openrec INFO: epoch: [23/60], global_step: 37780, lr: 0.000368, loss: 0.255915, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.42919 s, avg_samples: 256.0, ips: 596.46992 samples/s, eta: 7:41:02 +[2025/07/23 02:44:49] openrec INFO: epoch: [23/60], global_step: 37790, lr: 0.000368, loss: 0.274733, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.43229 s, avg_samples: 256.0, ips: 592.19430 samples/s, eta: 7:40:57 +[2025/07/23 02:44:53] openrec INFO: epoch: [23/60], global_step: 37800, lr: 0.000368, loss: 0.258635, avg_reader_cost: 0.01038 s, avg_batch_cost: 0.42377 s, avg_samples: 256.0, ips: 604.10597 samples/s, eta: 7:40:52 +[2025/07/23 02:44:57] openrec INFO: epoch: [23/60], global_step: 37810, lr: 0.000368, loss: 0.269135, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.41801 s, avg_samples: 256.0, ips: 612.42949 samples/s, eta: 7:40:47 +[2025/07/23 02:45:02] openrec INFO: epoch: [23/60], global_step: 37820, lr: 0.000368, loss: 0.297513, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.43399 s, avg_samples: 256.0, ips: 589.86948 samples/s, eta: 7:40:43 +[2025/07/23 02:45:06] openrec INFO: epoch: [23/60], global_step: 37830, lr: 0.000368, loss: 0.264199, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.40715 s, avg_samples: 256.0, ips: 628.76744 samples/s, eta: 7:40:38 +[2025/07/23 02:45:10] openrec INFO: epoch: [23/60], global_step: 37840, lr: 0.000367, loss: 0.239170, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.42404 s, avg_samples: 256.0, ips: 603.71900 samples/s, eta: 7:40:33 +[2025/07/23 02:45:14] openrec INFO: epoch: [23/60], global_step: 37850, lr: 0.000367, loss: 0.250721, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.40626 s, avg_samples: 256.0, ips: 630.14357 samples/s, eta: 7:40:28 +[2025/07/23 02:45:19] openrec INFO: epoch: [23/60], global_step: 37860, lr: 0.000367, loss: 0.239496, avg_reader_cost: 0.00927 s, avg_batch_cost: 0.44089 s, avg_samples: 256.0, ips: 580.64256 samples/s, eta: 7:40:23 +[2025/07/23 02:45:23] openrec INFO: epoch: [23/60], global_step: 37870, lr: 0.000367, loss: 0.260362, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.41694 s, avg_samples: 256.0, ips: 613.99066 samples/s, eta: 7:40:18 +[2025/07/23 02:45:27] openrec INFO: epoch: [23/60], global_step: 37880, lr: 0.000367, loss: 0.273305, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.43190 s, avg_samples: 256.0, ips: 592.72352 samples/s, eta: 7:40:14 +[2025/07/23 02:45:31] openrec INFO: epoch: [23/60], global_step: 37890, lr: 0.000367, loss: 0.284080, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.40579 s, avg_samples: 256.0, ips: 630.86330 samples/s, eta: 7:40:08 +[2025/07/23 02:45:35] openrec INFO: epoch: [23/60], global_step: 37900, lr: 0.000367, loss: 0.279290, avg_reader_cost: 0.00921 s, avg_batch_cost: 0.42000 s, avg_samples: 256.0, ips: 609.52712 samples/s, eta: 7:40:04 +[2025/07/23 02:45:40] openrec INFO: epoch: [23/60], global_step: 37910, lr: 0.000367, loss: 0.270931, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.42563 s, avg_samples: 256.0, ips: 601.46457 samples/s, eta: 7:39:59 +[2025/07/23 02:45:44] openrec INFO: epoch: [23/60], global_step: 37920, lr: 0.000367, loss: 0.251394, avg_reader_cost: 0.00930 s, avg_batch_cost: 0.38948 s, avg_samples: 256.0, ips: 657.28069 samples/s, eta: 7:39:53 +[2025/07/23 02:45:48] openrec INFO: epoch: [23/60], global_step: 37930, lr: 0.000367, loss: 0.251394, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.44005 s, avg_samples: 256.0, ips: 581.75619 samples/s, eta: 7:39:49 +[2025/07/23 02:45:50] openrec INFO: epoch: [23/60], global_step: 37935, lr: 0.000367, loss: 0.255216, avg_reader_cost: 0.00491 s, avg_batch_cost: 0.21827 s, avg_samples: 128.0, ips: 586.43256 samples/s, eta: 7:39:46 +[2025/07/23 02:46:06] openrec INFO: cur metric, acc: 0.9288079457383996, norm_edit_dis: 0.9742923806034934, num_samples: 7248, fps: 518.9251115873717 +[2025/07/23 02:46:06] openrec INFO: best metric, acc: 0.9318432658225121, norm_edit_dis: 0.9749902417807942, num_samples: 7248, fps: 525.880779186007, best_epoch: 21 +[2025/07/23 02:46:07] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 02:46:08] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_23.pth +[2025/07/23 02:46:08] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep4/gpu0_ep4 +[2025/07/23 02:46:08] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep4/gpu1_ep4 +[2025/07/23 02:46:08] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep4/gpu2_ep4 +[2025/07/23 02:46:08] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep4/gpu3_ep4 +[2025/07/23 02:46:17] openrec INFO: 0 +[2025/07/23 02:46:17] openrec INFO: 791765 +[2025/07/23 02:46:17] openrec INFO: 961050 +[2025/07/23 02:46:17] openrec INFO: 667427 +[2025/07/23 02:46:17] openrec INFO: 998790 +[2025/07/23 02:46:21] openrec INFO: epoch: [24/60], global_step: 37940, lr: 0.000367, loss: 0.252828, avg_reader_cost: 2.91261 s, avg_batch_cost: 3.08745 s, avg_samples: 128.0, ips: 41.45822 samples/s, eta: 7:40:14 +[2025/07/23 02:46:25] openrec INFO: epoch: [24/60], global_step: 37950, lr: 0.000367, loss: 0.252828, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.36578 s, avg_samples: 256.0, ips: 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0.273252, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.39555 s, avg_samples: 256.0, ips: 647.19388 samples/s, eta: 7:39:42 +[2025/07/23 02:46:48] openrec INFO: cur metric, acc: 0.9282560693594701, norm_edit_dis: 0.973295095201065, num_samples: 7248, fps: 2800.309890868266 +[2025/07/23 02:46:48] openrec INFO: best metric, acc: 0.9318432658225121, norm_edit_dis: 0.9749902417807942, num_samples: 7248, fps: 525.880779186007, best_epoch: 21 +[2025/07/23 02:46:52] openrec INFO: epoch: [24/60], global_step: 38010, lr: 0.000366, loss: 0.270969, avg_reader_cost: 0.37250 s, avg_batch_cost: 0.79324 s, avg_samples: 256.0, ips: 322.72839 samples/s, eta: 7:39:43 +[2025/07/23 02:46:56] openrec INFO: epoch: [24/60], global_step: 38020, lr: 0.000366, loss: 0.280554, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.41151 s, avg_samples: 256.0, ips: 622.09464 samples/s, eta: 7:39:38 +[2025/07/23 02:47:00] openrec INFO: epoch: [24/60], global_step: 38030, lr: 0.000366, loss: 0.287057, avg_reader_cost: 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INFO: epoch: [24/60], global_step: 38080, lr: 0.000366, loss: 0.276375, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.40803 s, avg_samples: 256.0, ips: 627.40366 samples/s, eta: 7:39:05 +[2025/07/23 02:47:23] openrec INFO: epoch: [24/60], global_step: 38090, lr: 0.000366, loss: 0.264106, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.35805 s, avg_samples: 256.0, ips: 714.97801 samples/s, eta: 7:38:59 +[2025/07/23 02:47:27] openrec INFO: epoch: [24/60], global_step: 38100, lr: 0.000366, loss: 0.254950, avg_reader_cost: 0.01156 s, avg_batch_cost: 0.41212 s, avg_samples: 256.0, ips: 621.18321 samples/s, eta: 7:38:54 +[2025/07/23 02:47:31] openrec INFO: epoch: [24/60], global_step: 38110, lr: 0.000365, loss: 0.289068, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.39589 s, avg_samples: 256.0, ips: 646.65078 samples/s, eta: 7:38:49 +[2025/07/23 02:47:35] openrec INFO: epoch: [24/60], global_step: 38120, lr: 0.000365, loss: 0.291541, avg_reader_cost: 0.01063 s, avg_batch_cost: 0.38542 s, 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lr: 0.000365, loss: 0.291755, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.42784 s, avg_samples: 256.0, ips: 598.35770 samples/s, eta: 7:38:17 +[2025/07/23 02:47:59] openrec INFO: epoch: [24/60], global_step: 38180, lr: 0.000365, loss: 0.278780, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.39506 s, avg_samples: 256.0, ips: 647.99718 samples/s, eta: 7:38:11 +[2025/07/23 02:48:02] openrec INFO: epoch: [24/60], global_step: 38190, lr: 0.000365, loss: 0.274353, avg_reader_cost: 0.00925 s, avg_batch_cost: 0.37577 s, avg_samples: 256.0, ips: 681.26646 samples/s, eta: 7:38:06 +[2025/07/23 02:48:07] openrec INFO: epoch: [24/60], global_step: 38200, lr: 0.000365, loss: 0.249867, avg_reader_cost: 0.01104 s, avg_batch_cost: 0.40217 s, avg_samples: 256.0, ips: 636.54301 samples/s, eta: 7:38:01 +[2025/07/23 02:48:10] openrec INFO: epoch: [24/60], global_step: 38210, lr: 0.000365, loss: 0.262276, avg_reader_cost: 0.01262 s, avg_batch_cost: 0.36085 s, avg_samples: 256.0, ips: 709.43835 samples/s, eta: 7:37:55 +[2025/07/23 02:48:14] openrec INFO: epoch: [24/60], global_step: 38220, lr: 0.000365, loss: 0.241124, avg_reader_cost: 0.00906 s, avg_batch_cost: 0.39351 s, avg_samples: 256.0, ips: 650.55296 samples/s, eta: 7:37:49 +[2025/07/23 02:48:18] openrec INFO: epoch: [24/60], global_step: 38230, lr: 0.000365, loss: 0.233285, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.39113 s, avg_samples: 256.0, ips: 654.50955 samples/s, eta: 7:37:44 +[2025/07/23 02:48:22] openrec INFO: epoch: [24/60], global_step: 38240, lr: 0.000365, loss: 0.267658, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.38145 s, avg_samples: 256.0, ips: 671.12903 samples/s, eta: 7:37:39 +[2025/07/23 02:48:26] openrec INFO: epoch: [24/60], global_step: 38250, lr: 0.000364, loss: 0.267658, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.38970 s, avg_samples: 256.0, ips: 656.92228 samples/s, eta: 7:37:33 +[2025/07/23 02:48:30] openrec INFO: epoch: [24/60], global_step: 38260, lr: 0.000364, loss: 0.282120, avg_reader_cost: 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INFO: epoch: [24/60], global_step: 38310, lr: 0.000364, loss: 0.258348, avg_reader_cost: 0.00926 s, avg_batch_cost: 0.38943 s, avg_samples: 256.0, ips: 657.37168 samples/s, eta: 7:37:02 +[2025/07/23 02:48:53] openrec INFO: epoch: [24/60], global_step: 38320, lr: 0.000364, loss: 0.278224, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.37177 s, avg_samples: 256.0, ips: 688.59099 samples/s, eta: 7:36:56 +[2025/07/23 02:48:57] openrec INFO: epoch: [24/60], global_step: 38330, lr: 0.000364, loss: 0.277010, avg_reader_cost: 0.00915 s, avg_batch_cost: 0.38350 s, avg_samples: 256.0, ips: 667.54435 samples/s, eta: 7:36:51 +[2025/07/23 02:49:01] openrec INFO: epoch: [24/60], global_step: 38340, lr: 0.000364, loss: 0.252781, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.40931 s, avg_samples: 256.0, ips: 625.43578 samples/s, eta: 7:36:46 +[2025/07/23 02:49:06] openrec INFO: epoch: [24/60], global_step: 38350, lr: 0.000364, loss: 0.264763, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.41341 s, 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lr: 0.000363, loss: 0.283837, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.39899 s, avg_samples: 256.0, ips: 641.61804 samples/s, eta: 7:36:15 +[2025/07/23 02:49:30] openrec INFO: epoch: [24/60], global_step: 38410, lr: 0.000363, loss: 0.251493, avg_reader_cost: 0.00892 s, avg_batch_cost: 0.35243 s, avg_samples: 256.0, ips: 726.38502 samples/s, eta: 7:36:09 +[2025/07/23 02:49:33] openrec INFO: epoch: [24/60], global_step: 38420, lr: 0.000363, loss: 0.229501, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.38420 s, avg_samples: 256.0, ips: 666.32037 samples/s, eta: 7:36:04 +[2025/07/23 02:49:51] openrec INFO: epoch: [24/60], global_step: 38430, lr: 0.000363, loss: 0.229417, avg_reader_cost: 0.01025 s, avg_batch_cost: 1.71884 s, avg_samples: 256.0, ips: 148.93754 samples/s, eta: 7:36:20 +[2025/07/23 02:49:54] openrec INFO: epoch: [24/60], global_step: 38440, lr: 0.000363, loss: 0.227528, avg_reader_cost: 0.00901 s, avg_batch_cost: 0.35254 s, avg_samples: 256.0, ips: 726.16165 samples/s, eta: 7:36:14 +[2025/07/23 02:49:58] openrec INFO: epoch: [24/60], global_step: 38450, lr: 0.000363, loss: 0.238269, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.36579 s, avg_samples: 256.0, ips: 699.85003 samples/s, eta: 7:36:08 +[2025/07/23 02:50:02] openrec INFO: epoch: [24/60], global_step: 38460, lr: 0.000363, loss: 0.252692, avg_reader_cost: 0.00887 s, avg_batch_cost: 0.39918 s, avg_samples: 256.0, ips: 641.31016 samples/s, eta: 7:36:03 +[2025/07/23 02:50:06] openrec INFO: epoch: [24/60], global_step: 38470, lr: 0.000363, loss: 0.258273, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.39306 s, avg_samples: 256.0, ips: 651.30366 samples/s, eta: 7:35:58 +[2025/07/23 02:50:10] openrec INFO: epoch: [24/60], global_step: 38480, lr: 0.000363, loss: 0.264998, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.40038 s, avg_samples: 256.0, ips: 639.39438 samples/s, eta: 7:35:52 +[2025/07/23 02:50:14] openrec INFO: epoch: [24/60], global_step: 38490, lr: 0.000363, loss: 0.258288, avg_reader_cost: 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+[2025/07/23 02:51:42] openrec INFO: epoch: [24/60], global_step: 38710, lr: 0.000361, loss: 0.255559, avg_reader_cost: 0.01120 s, avg_batch_cost: 0.36199 s, avg_samples: 256.0, ips: 707.19832 samples/s, eta: 7:33:53 +[2025/07/23 02:51:46] openrec INFO: epoch: [24/60], global_step: 38720, lr: 0.000361, loss: 0.262112, avg_reader_cost: 0.00880 s, avg_batch_cost: 0.38816 s, avg_samples: 256.0, ips: 659.52288 samples/s, eta: 7:33:47 +[2025/07/23 02:51:50] openrec INFO: epoch: [24/60], global_step: 38730, lr: 0.000361, loss: 0.266278, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.43120 s, avg_samples: 256.0, ips: 593.69422 samples/s, eta: 7:33:43 +[2025/07/23 02:51:54] openrec INFO: epoch: [24/60], global_step: 38740, lr: 0.000361, loss: 0.277713, avg_reader_cost: 0.00925 s, avg_batch_cost: 0.37204 s, avg_samples: 256.0, ips: 688.09746 samples/s, eta: 7:33:37 +[2025/07/23 02:51:58] openrec INFO: epoch: [24/60], global_step: 38750, lr: 0.000361, loss: 0.280019, avg_reader_cost: 0.01006 s, 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loss: 0.249385, avg_reader_cost: 0.01087 s, avg_batch_cost: 0.40356 s, avg_samples: 256.0, ips: 634.35568 samples/s, eta: 7:32:17 +[2025/07/23 02:52:57] openrec INFO: epoch: [24/60], global_step: 38900, lr: 0.000360, loss: 0.259233, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.40863 s, avg_samples: 256.0, ips: 626.49010 samples/s, eta: 7:32:12 +[2025/07/23 02:53:01] openrec INFO: epoch: [24/60], global_step: 38910, lr: 0.000360, loss: 0.282151, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.39869 s, avg_samples: 256.0, ips: 642.10257 samples/s, eta: 7:32:07 +[2025/07/23 02:53:05] openrec INFO: epoch: [24/60], global_step: 38920, lr: 0.000360, loss: 0.295056, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.39408 s, avg_samples: 256.0, ips: 649.60683 samples/s, eta: 7:32:01 +[2025/07/23 02:53:08] openrec INFO: epoch: [24/60], global_step: 38930, lr: 0.000359, loss: 0.266885, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.38922 s, avg_samples: 256.0, ips: 657.73075 samples/s, eta: 7:31:56 +[2025/07/23 02:53:12] openrec INFO: epoch: [24/60], global_step: 38940, lr: 0.000359, loss: 0.270085, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.39359 s, avg_samples: 256.0, ips: 650.42189 samples/s, eta: 7:31:51 +[2025/07/23 02:53:16] openrec INFO: epoch: [24/60], global_step: 38950, lr: 0.000359, loss: 0.262048, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.39805 s, avg_samples: 256.0, ips: 643.14203 samples/s, eta: 7:31:46 +[2025/07/23 02:53:20] openrec INFO: epoch: [24/60], global_step: 38960, lr: 0.000359, loss: 0.217750, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.38565 s, avg_samples: 256.0, ips: 663.82293 samples/s, eta: 7:31:40 +[2025/07/23 02:53:24] openrec INFO: epoch: [24/60], global_step: 38970, lr: 0.000359, loss: 0.255198, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.41537 s, avg_samples: 256.0, ips: 616.32490 samples/s, eta: 7:31:35 +[2025/07/23 02:53:28] openrec INFO: epoch: [24/60], global_step: 38980, lr: 0.000359, loss: 0.285335, avg_reader_cost: 0.00992 s, 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+[2025/07/23 02:55:47] openrec INFO: epoch: [24/60], global_step: 39330, lr: 0.000356, loss: 0.224205, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.39312 s, avg_samples: 256.0, ips: 651.19954 samples/s, eta: 7:28:27 +[2025/07/23 02:55:51] openrec INFO: epoch: [24/60], global_step: 39340, lr: 0.000356, loss: 0.251961, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.38429 s, avg_samples: 256.0, ips: 666.16869 samples/s, eta: 7:28:21 +[2025/07/23 02:55:55] openrec INFO: epoch: [24/60], global_step: 39350, lr: 0.000356, loss: 0.265488, avg_reader_cost: 0.01312 s, avg_batch_cost: 0.38087 s, avg_samples: 256.0, ips: 672.14525 samples/s, eta: 7:28:16 +[2025/07/23 02:55:58] openrec INFO: epoch: [24/60], global_step: 39360, lr: 0.000356, loss: 0.270595, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.37961 s, avg_samples: 256.0, ips: 674.37466 samples/s, eta: 7:28:10 +[2025/07/23 02:56:03] openrec INFO: epoch: [24/60], global_step: 39370, lr: 0.000356, loss: 0.306137, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.42827 s, avg_samples: 256.0, ips: 597.75022 samples/s, eta: 7:28:06 +[2025/07/23 02:56:06] openrec INFO: epoch: [24/60], global_step: 39380, lr: 0.000356, loss: 0.267722, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.37440 s, avg_samples: 256.0, ips: 683.76208 samples/s, eta: 7:28:00 +[2025/07/23 02:56:11] openrec INFO: epoch: [24/60], global_step: 39390, lr: 0.000356, loss: 0.274049, avg_reader_cost: 0.01038 s, avg_batch_cost: 0.41330 s, avg_samples: 256.0, ips: 619.40091 samples/s, eta: 7:27:55 +[2025/07/23 02:56:14] openrec INFO: epoch: [24/60], global_step: 39400, lr: 0.000356, loss: 0.279106, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.38560 s, avg_samples: 256.0, ips: 663.90125 samples/s, eta: 7:27:50 +[2025/07/23 02:56:18] openrec INFO: epoch: [24/60], global_step: 39410, lr: 0.000356, loss: 0.275973, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.36712 s, avg_samples: 256.0, ips: 697.31279 samples/s, eta: 7:27:44 +[2025/07/23 02:56:22] openrec INFO: epoch: [24/60], global_step: 39420, lr: 0.000356, loss: 0.267899, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.42237 s, avg_samples: 256.0, ips: 606.10974 samples/s, eta: 7:27:39 +[2025/07/23 02:56:26] openrec INFO: epoch: [24/60], global_step: 39430, lr: 0.000356, loss: 0.274787, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.37519 s, avg_samples: 256.0, ips: 682.32994 samples/s, eta: 7:27:34 +[2025/07/23 02:56:30] openrec INFO: epoch: [24/60], global_step: 39440, lr: 0.000356, loss: 0.281443, avg_reader_cost: 0.01161 s, avg_batch_cost: 0.36917 s, avg_samples: 256.0, ips: 693.44357 samples/s, eta: 7:27:28 +[2025/07/23 02:56:34] openrec INFO: epoch: [24/60], global_step: 39450, lr: 0.000356, loss: 0.252699, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.37941 s, avg_samples: 256.0, ips: 674.72668 samples/s, eta: 7:27:23 +[2025/07/23 02:56:37] openrec INFO: epoch: [24/60], global_step: 39460, lr: 0.000356, loss: 0.253844, avg_reader_cost: 0.01086 s, avg_batch_cost: 0.37309 s, avg_samples: 256.0, ips: 686.15958 samples/s, eta: 7:27:17 +[2025/07/23 02:56:41] openrec INFO: epoch: [24/60], global_step: 39470, lr: 0.000355, loss: 0.241883, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.39624 s, avg_samples: 256.0, ips: 646.06808 samples/s, eta: 7:27:12 +[2025/07/23 02:56:45] openrec INFO: epoch: [24/60], global_step: 39480, lr: 0.000355, loss: 0.254052, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.39956 s, avg_samples: 256.0, ips: 640.70371 samples/s, eta: 7:27:07 +[2025/07/23 02:56:49] openrec INFO: epoch: [24/60], global_step: 39490, lr: 0.000355, loss: 0.267523, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.37799 s, avg_samples: 256.0, ips: 677.26107 samples/s, eta: 7:27:01 +[2025/07/23 02:56:53] openrec INFO: epoch: [24/60], global_step: 39500, lr: 0.000355, loss: 0.264216, avg_reader_cost: 0.01161 s, avg_batch_cost: 0.39896 s, avg_samples: 256.0, ips: 641.67605 samples/s, eta: 7:26:56 +[2025/07/23 02:56:57] openrec INFO: cur metric, acc: 0.9301876366857235, norm_edit_dis: 0.9748717077324262, num_samples: 7248, fps: 2811.168675028574 +[2025/07/23 02:56:57] openrec INFO: best metric, acc: 0.9323951422014416, norm_edit_dis: 0.9751779160996651, num_samples: 7248, fps: 2818.3306581410575, best_epoch: 24 +[2025/07/23 02:57:01] openrec INFO: epoch: [24/60], global_step: 39510, lr: 0.000355, loss: 0.268014, avg_reader_cost: 0.36576 s, avg_batch_cost: 0.78650 s, avg_samples: 256.0, ips: 325.49356 samples/s, eta: 7:26:57 +[2025/07/23 02:57:05] openrec INFO: epoch: [24/60], global_step: 39520, lr: 0.000355, loss: 0.299662, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.41462 s, avg_samples: 256.0, ips: 617.42826 samples/s, eta: 7:26:52 +[2025/07/23 02:57:09] openrec INFO: epoch: [24/60], global_step: 39530, lr: 0.000355, loss: 0.279260, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.39384 s, avg_samples: 256.0, ips: 650.01220 samples/s, eta: 7:26:47 +[2025/07/23 02:57:13] openrec INFO: epoch: [24/60], global_step: 39540, lr: 0.000355, loss: 0.273428, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.41312 s, avg_samples: 256.0, ips: 619.67205 samples/s, eta: 7:26:42 +[2025/07/23 02:57:17] openrec INFO: epoch: [24/60], global_step: 39550, lr: 0.000355, loss: 0.263148, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.40165 s, avg_samples: 256.0, ips: 637.37834 samples/s, eta: 7:26:37 +[2025/07/23 02:57:21] openrec INFO: epoch: [24/60], global_step: 39560, lr: 0.000355, loss: 0.255019, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.40544 s, avg_samples: 256.0, ips: 631.41855 samples/s, eta: 7:26:32 +[2025/07/23 02:57:25] openrec INFO: epoch: [24/60], global_step: 39570, lr: 0.000355, loss: 0.254286, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.37209 s, avg_samples: 256.0, ips: 687.99747 samples/s, eta: 7:26:26 +[2025/07/23 02:57:29] openrec INFO: epoch: [24/60], global_step: 39580, lr: 0.000355, loss: 0.271523, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.38346 s, avg_samples: 256.0, ips: 667.60869 samples/s, eta: 7:26:21 +[2025/07/23 02:57:33] openrec INFO: epoch: [24/60], global_step: 39590, lr: 0.000355, loss: 0.267916, avg_reader_cost: 0.00887 s, avg_batch_cost: 0.36451 s, avg_samples: 256.0, ips: 702.30569 samples/s, eta: 7:26:15 +[2025/07/23 02:57:37] openrec INFO: epoch: [24/60], global_step: 39600, lr: 0.000354, loss: 0.251542, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.40570 s, avg_samples: 256.0, ips: 631.00051 samples/s, eta: 7:26:10 +[2025/07/23 02:57:39] openrec INFO: epoch: [24/60], global_step: 39606, lr: 0.000354, loss: 0.267600, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.25833 s, avg_samples: 153.6, ips: 594.59844 samples/s, eta: 7:26:07 +[2025/07/23 02:57:55] openrec INFO: cur metric, acc: 0.9344646786224273, norm_edit_dis: 0.9754049945735257, num_samples: 7248, fps: 488.5071511643182 +[2025/07/23 02:57:56] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 02:57:56] openrec INFO: best metric, acc: 0.9344646786224273, norm_edit_dis: 0.9754049945735257, num_samples: 7248, fps: 488.5071511643182, best_epoch: 24 +[2025/07/23 02:57:57] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 02:57:58] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_24.pth +[2025/07/23 02:57:58] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep5/gpu3_ep5 +[2025/07/23 02:57:58] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep5/gpu0_ep5 +[2025/07/23 02:57:58] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep5/gpu1_ep5 +[2025/07/23 02:57:58] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep5/gpu2_ep5 +[2025/07/23 02:58:08] openrec INFO: 0 +[2025/07/23 02:58:08] openrec INFO: 791651 +[2025/07/23 02:58:08] openrec INFO: 961019 +[2025/07/23 02:58:08] openrec INFO: 667767 +[2025/07/23 02:58:08] openrec INFO: 998977 +[2025/07/23 02:58:11] openrec INFO: epoch: [25/60], global_step: 39610, lr: 0.000354, loss: 0.272659, avg_reader_cost: 3.03464 s, avg_batch_cost: 3.19743 s, avg_samples: 102.4, ips: 32.02573 samples/s, eta: 7:27:07 +[2025/07/23 02:58:15] openrec INFO: epoch: [25/60], global_step: 39620, lr: 0.000354, loss: 0.263209, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.39464 s, avg_samples: 256.0, ips: 648.69704 samples/s, eta: 7:27:02 +[2025/07/23 02:58:19] openrec INFO: epoch: [25/60], global_step: 39630, lr: 0.000354, loss: 0.237891, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.39954 s, avg_samples: 256.0, ips: 640.73731 samples/s, eta: 7:26:57 +[2025/07/23 02:58:23] openrec INFO: epoch: [25/60], global_step: 39640, lr: 0.000354, loss: 0.238876, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.40168 s, avg_samples: 256.0, ips: 637.32288 samples/s, eta: 7:26:52 +[2025/07/23 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+[2025/07/23 03:00:02] openrec INFO: epoch: [25/60], global_step: 39880, lr: 0.000352, loss: 0.246579, avg_reader_cost: 0.00930 s, avg_batch_cost: 0.43613 s, avg_samples: 256.0, ips: 586.97918 samples/s, eta: 7:24:51 +[2025/07/23 03:00:06] openrec INFO: epoch: [25/60], global_step: 39890, lr: 0.000352, loss: 0.271350, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.39873 s, avg_samples: 256.0, ips: 642.04275 samples/s, eta: 7:24:46 +[2025/07/23 03:00:10] openrec INFO: epoch: [25/60], global_step: 39900, lr: 0.000352, loss: 0.259379, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.39570 s, avg_samples: 256.0, ips: 646.95881 samples/s, eta: 7:24:41 +[2025/07/23 03:00:14] openrec INFO: epoch: [25/60], global_step: 39910, lr: 0.000352, loss: 0.255696, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.40344 s, avg_samples: 256.0, ips: 634.53712 samples/s, eta: 7:24:36 +[2025/07/23 03:00:18] openrec INFO: epoch: [25/60], global_step: 39920, lr: 0.000352, loss: 0.296909, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.40335 s, avg_samples: 256.0, ips: 634.69173 samples/s, eta: 7:24:31 +[2025/07/23 03:00:22] openrec INFO: epoch: [25/60], global_step: 39930, lr: 0.000352, loss: 0.276085, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.40262 s, avg_samples: 256.0, ips: 635.83309 samples/s, eta: 7:24:26 +[2025/07/23 03:00:26] openrec INFO: epoch: [25/60], global_step: 39940, lr: 0.000352, loss: 0.270472, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.39766 s, avg_samples: 256.0, ips: 643.75894 samples/s, eta: 7:24:21 +[2025/07/23 03:00:30] openrec INFO: epoch: [25/60], global_step: 39950, lr: 0.000352, loss: 0.243184, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.39966 s, avg_samples: 256.0, ips: 640.54459 samples/s, eta: 7:24:15 +[2025/07/23 03:00:34] openrec INFO: epoch: [25/60], global_step: 39960, lr: 0.000352, loss: 0.249371, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.41904 s, avg_samples: 256.0, ips: 610.92053 samples/s, eta: 7:24:11 +[2025/07/23 03:00:38] openrec INFO: epoch: [25/60], global_step: 39970, lr: 0.000352, loss: 0.290328, avg_reader_cost: 0.00900 s, avg_batch_cost: 0.42727 s, avg_samples: 256.0, ips: 599.14901 samples/s, eta: 7:24:06 +[2025/07/23 03:00:42] openrec INFO: epoch: [25/60], global_step: 39980, lr: 0.000352, loss: 0.280446, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.39967 s, avg_samples: 256.0, ips: 640.52400 samples/s, eta: 7:24:01 +[2025/07/23 03:00:46] openrec INFO: epoch: [25/60], global_step: 39990, lr: 0.000352, loss: 0.265071, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.39977 s, avg_samples: 256.0, ips: 640.36959 samples/s, eta: 7:23:56 +[2025/07/23 03:00:50] openrec INFO: epoch: [25/60], global_step: 40000, lr: 0.000351, loss: 0.243827, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.40638 s, avg_samples: 256.0, ips: 629.95724 samples/s, eta: 7:23:51 +[2025/07/23 03:00:54] openrec INFO: cur metric, acc: 0.9288079457383996, norm_edit_dis: 0.9737803091194013, num_samples: 7248, fps: 2803.0036631374082 +[2025/07/23 03:00:54] openrec INFO: best metric, acc: 0.9344646786224273, norm_edit_dis: 0.9754049945735257, num_samples: 7248, fps: 488.5071511643182, best_epoch: 24 +[2025/07/23 03:00:55] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/iter_latest.pth +[2025/07/23 03:00:59] openrec INFO: epoch: [25/60], global_step: 40010, lr: 0.000351, loss: 0.258374, avg_reader_cost: 0.52060 s, avg_batch_cost: 0.89668 s, avg_samples: 256.0, ips: 285.49904 samples/s, eta: 7:23:53 +[2025/07/23 03:01:03] openrec INFO: epoch: [25/60], global_step: 40020, lr: 0.000351, loss: 0.269448, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.41255 s, avg_samples: 256.0, ips: 620.53781 samples/s, eta: 7:23:48 +[2025/07/23 03:01:07] openrec INFO: epoch: [25/60], global_step: 40030, lr: 0.000351, loss: 0.263517, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.40678 s, avg_samples: 256.0, ips: 629.33151 samples/s, eta: 7:23:43 +[2025/07/23 03:01:11] openrec INFO: epoch: [25/60], global_step: 40040, lr: 0.000351, loss: 0.245247, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.39608 s, avg_samples: 256.0, ips: 646.34023 samples/s, eta: 7:23:38 +[2025/07/23 03:01:15] openrec INFO: epoch: [25/60], global_step: 40050, lr: 0.000351, loss: 0.242481, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.40040 s, avg_samples: 256.0, ips: 639.35676 samples/s, eta: 7:23:33 +[2025/07/23 03:01:20] openrec INFO: epoch: [25/60], global_step: 40060, lr: 0.000351, loss: 0.249432, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.41106 s, avg_samples: 256.0, ips: 622.78349 samples/s, eta: 7:23:28 +[2025/07/23 03:01:24] openrec INFO: epoch: [25/60], global_step: 40070, lr: 0.000351, loss: 0.242061, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.42504 s, avg_samples: 256.0, ips: 602.29229 samples/s, eta: 7:23:23 +[2025/07/23 03:01:28] openrec INFO: epoch: [25/60], global_step: 40080, lr: 0.000351, loss: 0.237591, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.41040 s, avg_samples: 256.0, ips: 623.78645 samples/s, eta: 7:23:18 +[2025/07/23 03:01:32] openrec INFO: epoch: [25/60], global_step: 40090, lr: 0.000351, loss: 0.271065, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.42540 s, avg_samples: 256.0, ips: 601.78616 samples/s, eta: 7:23:13 +[2025/07/23 03:01:48] openrec INFO: epoch: [25/60], global_step: 40100, lr: 0.000351, loss: 0.266585, avg_reader_cost: 0.01007 s, avg_batch_cost: 1.61634 s, avg_samples: 256.0, ips: 158.38210 samples/s, eta: 7:23:26 +[2025/07/23 03:01:52] openrec INFO: epoch: [25/60], global_step: 40110, lr: 0.000351, loss: 0.251591, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.36380 s, avg_samples: 256.0, ips: 703.67647 samples/s, eta: 7:23:20 +[2025/07/23 03:01:56] openrec INFO: epoch: [25/60], global_step: 40120, lr: 0.000351, loss: 0.256108, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.37367 s, avg_samples: 256.0, ips: 685.08798 samples/s, eta: 7:23:15 +[2025/07/23 03:02:00] openrec INFO: epoch: [25/60], global_step: 40130, lr: 0.000350, loss: 0.264282, avg_reader_cost: 0.00910 s, avg_batch_cost: 0.38659 s, avg_samples: 256.0, ips: 662.20022 samples/s, eta: 7:23:10 +[2025/07/23 03:02:03] openrec INFO: epoch: [25/60], global_step: 40140, lr: 0.000350, loss: 0.274705, avg_reader_cost: 0.00855 s, avg_batch_cost: 0.37722 s, avg_samples: 256.0, ips: 678.64716 samples/s, eta: 7:23:04 +[2025/07/23 03:02:08] openrec INFO: epoch: [25/60], global_step: 40150, lr: 0.000350, loss: 0.262427, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.42802 s, avg_samples: 256.0, ips: 598.10589 samples/s, eta: 7:22:59 +[2025/07/23 03:02:12] openrec INFO: epoch: [25/60], global_step: 40160, lr: 0.000350, loss: 0.240586, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.42179 s, avg_samples: 256.0, ips: 606.93288 samples/s, eta: 7:22:55 +[2025/07/23 03:02:16] openrec INFO: epoch: [25/60], global_step: 40170, lr: 0.000350, loss: 0.260937, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.40641 s, avg_samples: 256.0, ips: 629.90624 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03:02:57] openrec INFO: epoch: [25/60], global_step: 40270, lr: 0.000349, loss: 0.260282, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.38927 s, avg_samples: 256.0, ips: 657.64699 samples/s, eta: 7:21:59 +[2025/07/23 03:03:00] openrec INFO: epoch: [25/60], global_step: 40280, lr: 0.000349, loss: 0.235404, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.39507 s, avg_samples: 256.0, ips: 647.98572 samples/s, eta: 7:21:54 +[2025/07/23 03:03:04] openrec INFO: epoch: [25/60], global_step: 40290, lr: 0.000349, loss: 0.249788, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.37102 s, avg_samples: 256.0, ips: 689.99413 samples/s, eta: 7:21:48 +[2025/07/23 03:03:08] openrec INFO: epoch: [25/60], global_step: 40300, lr: 0.000349, loss: 0.257754, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.37747 s, avg_samples: 256.0, ips: 678.20706 samples/s, eta: 7:21:43 +[2025/07/23 03:03:12] openrec INFO: epoch: [25/60], global_step: 40310, lr: 0.000349, loss: 0.245882, avg_reader_cost: 0.00937 s, 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[25/60], global_step: 40360, lr: 0.000349, loss: 0.272081, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.43968 s, avg_samples: 256.0, ips: 582.24298 samples/s, eta: 7:21:13 +[2025/07/23 03:03:37] openrec INFO: epoch: [25/60], global_step: 40370, lr: 0.000349, loss: 0.274246, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.43550 s, avg_samples: 256.0, ips: 587.83281 samples/s, eta: 7:21:08 +[2025/07/23 03:03:41] openrec INFO: epoch: [25/60], global_step: 40380, lr: 0.000349, loss: 0.258706, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.41793 s, avg_samples: 256.0, ips: 612.54038 samples/s, eta: 7:21:03 +[2025/07/23 03:03:45] openrec INFO: epoch: [25/60], global_step: 40390, lr: 0.000349, loss: 0.257685, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.37596 s, avg_samples: 256.0, ips: 680.93099 samples/s, eta: 7:20:58 +[2025/07/23 03:03:49] openrec INFO: epoch: [25/60], global_step: 40400, lr: 0.000348, loss: 0.249663, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.41996 s, avg_samples: 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loss: 0.274487, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.41279 s, avg_samples: 256.0, ips: 620.16292 samples/s, eta: 7:20:29 +[2025/07/23 03:04:15] openrec INFO: epoch: [25/60], global_step: 40460, lr: 0.000348, loss: 0.270740, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.42184 s, avg_samples: 256.0, ips: 606.86712 samples/s, eta: 7:20:24 +[2025/07/23 03:04:18] openrec INFO: epoch: [25/60], global_step: 40470, lr: 0.000348, loss: 0.279666, avg_reader_cost: 0.00921 s, avg_batch_cost: 0.37534 s, avg_samples: 256.0, ips: 682.04588 samples/s, eta: 7:20:19 +[2025/07/23 03:04:22] openrec INFO: epoch: [25/60], global_step: 40480, lr: 0.000348, loss: 0.266353, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.38710 s, avg_samples: 256.0, ips: 661.32851 samples/s, eta: 7:20:13 +[2025/07/23 03:04:26] openrec INFO: epoch: [25/60], global_step: 40490, lr: 0.000348, loss: 0.261391, avg_reader_cost: 0.00875 s, avg_batch_cost: 0.37705 s, avg_samples: 256.0, ips: 678.96201 samples/s, eta: 7:20:08 +[2025/07/23 03:04:30] openrec INFO: epoch: [25/60], global_step: 40500, lr: 0.000348, loss: 0.260689, avg_reader_cost: 0.01016 s, avg_batch_cost: 0.44319 s, avg_samples: 256.0, ips: 577.63508 samples/s, eta: 7:20:03 +[2025/07/23 03:04:34] openrec INFO: cur metric, acc: 0.9297737294015264, norm_edit_dis: 0.9753173801436544, num_samples: 7248, fps: 2823.1102414040665 +[2025/07/23 03:04:34] openrec INFO: best metric, acc: 0.9344646786224273, norm_edit_dis: 0.9754049945735257, num_samples: 7248, fps: 488.5071511643182, best_epoch: 24 +[2025/07/23 03:04:38] openrec INFO: epoch: [25/60], global_step: 40510, lr: 0.000348, loss: 0.250176, avg_reader_cost: 0.36515 s, avg_batch_cost: 0.75084 s, avg_samples: 256.0, ips: 340.95237 samples/s, eta: 7:20:03 +[2025/07/23 03:04:42] openrec INFO: epoch: [25/60], global_step: 40520, lr: 0.000348, loss: 0.273581, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.40063 s, avg_samples: 256.0, ips: 638.99633 samples/s, eta: 7:19:58 +[2025/07/23 03:04:46] 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avg_reader_cost: 0.00951 s, avg_batch_cost: 0.39537 s, avg_samples: 256.0, ips: 647.50029 samples/s, eta: 7:18:20 +[2025/07/23 03:06:01] openrec INFO: epoch: [25/60], global_step: 40720, lr: 0.000346, loss: 0.233686, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.38351 s, avg_samples: 256.0, ips: 667.51589 samples/s, eta: 7:18:15 +[2025/07/23 03:06:06] openrec INFO: epoch: [25/60], global_step: 40730, lr: 0.000346, loss: 0.235840, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.41927 s, avg_samples: 256.0, ips: 610.59161 samples/s, eta: 7:18:10 +[2025/07/23 03:06:10] openrec INFO: epoch: [25/60], global_step: 40740, lr: 0.000346, loss: 0.255022, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.38737 s, avg_samples: 256.0, ips: 660.87132 samples/s, eta: 7:18:05 +[2025/07/23 03:06:13] openrec INFO: epoch: [25/60], global_step: 40750, lr: 0.000346, loss: 0.243637, avg_reader_cost: 0.00903 s, avg_batch_cost: 0.39549 s, avg_samples: 256.0, ips: 647.29575 samples/s, eta: 7:18:00 +[2025/07/23 03:06:18] openrec INFO: epoch: [25/60], global_step: 40760, lr: 0.000346, loss: 0.239612, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.41298 s, avg_samples: 256.0, ips: 619.89017 samples/s, eta: 7:17:55 +[2025/07/23 03:06:22] openrec INFO: epoch: [25/60], global_step: 40770, lr: 0.000346, loss: 0.232499, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.39047 s, avg_samples: 256.0, ips: 655.62627 samples/s, eta: 7:17:50 +[2025/07/23 03:06:25] openrec INFO: epoch: [25/60], global_step: 40780, lr: 0.000346, loss: 0.240591, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.37291 s, avg_samples: 256.0, ips: 686.48956 samples/s, eta: 7:17:44 +[2025/07/23 03:06:29] openrec INFO: epoch: [25/60], global_step: 40790, lr: 0.000345, loss: 0.252135, avg_reader_cost: 0.01100 s, avg_batch_cost: 0.37709 s, avg_samples: 256.0, ips: 678.88487 samples/s, eta: 7:17:39 +[2025/07/23 03:06:33] openrec INFO: epoch: [25/60], global_step: 40800, lr: 0.000345, loss: 0.251745, avg_reader_cost: 0.00891 s, 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[25/60], global_step: 40850, lr: 0.000345, loss: 0.236141, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.38496 s, avg_samples: 256.0, ips: 664.99714 samples/s, eta: 7:17:06 +[2025/07/23 03:06:56] openrec INFO: epoch: [25/60], global_step: 40860, lr: 0.000345, loss: 0.276023, avg_reader_cost: 0.00911 s, avg_batch_cost: 0.41454 s, avg_samples: 256.0, ips: 617.55109 samples/s, eta: 7:17:01 +[2025/07/23 03:07:00] openrec INFO: epoch: [25/60], global_step: 40870, lr: 0.000345, loss: 0.290159, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.39117 s, avg_samples: 256.0, ips: 654.44560 samples/s, eta: 7:16:56 +[2025/07/23 03:07:04] openrec INFO: epoch: [25/60], global_step: 40880, lr: 0.000345, loss: 0.270964, avg_reader_cost: 0.00926 s, avg_batch_cost: 0.37297 s, avg_samples: 256.0, ips: 686.38959 samples/s, eta: 7:16:51 +[2025/07/23 03:07:07] openrec INFO: epoch: [25/60], global_step: 40890, lr: 0.000345, loss: 0.254827, avg_reader_cost: 0.00932 s, avg_batch_cost: 0.36175 s, avg_samples: 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loss: 0.212201, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.39286 s, avg_samples: 256.0, ips: 651.62394 samples/s, eta: 7:16:19 +[2025/07/23 03:07:31] openrec INFO: epoch: [25/60], global_step: 40950, lr: 0.000344, loss: 0.216971, avg_reader_cost: 0.00902 s, avg_batch_cost: 0.39760 s, avg_samples: 256.0, ips: 643.85687 samples/s, eta: 7:16:13 +[2025/07/23 03:07:34] openrec INFO: epoch: [25/60], global_step: 40960, lr: 0.000344, loss: 0.262648, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.36941 s, avg_samples: 256.0, ips: 693.00219 samples/s, eta: 7:16:08 +[2025/07/23 03:07:38] openrec INFO: epoch: [25/60], global_step: 40970, lr: 0.000344, loss: 0.275500, avg_reader_cost: 0.00898 s, avg_batch_cost: 0.38745 s, avg_samples: 256.0, ips: 660.73488 samples/s, eta: 7:16:03 +[2025/07/23 03:07:42] openrec INFO: epoch: [25/60], global_step: 40980, lr: 0.000344, loss: 0.263443, avg_reader_cost: 0.01174 s, avg_batch_cost: 0.39326 s, avg_samples: 256.0, ips: 650.96728 samples/s, eta: 7:15:57 +[2025/07/23 03:07:46] openrec INFO: epoch: [25/60], global_step: 40990, lr: 0.000344, loss: 0.254660, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.37522 s, avg_samples: 256.0, ips: 682.26486 samples/s, eta: 7:15:52 +[2025/07/23 03:07:50] openrec INFO: epoch: [25/60], global_step: 41000, lr: 0.000344, loss: 0.231929, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.37267 s, avg_samples: 256.0, ips: 686.92655 samples/s, eta: 7:15:47 +[2025/07/23 03:07:53] openrec INFO: cur metric, acc: 0.9312913894435826, norm_edit_dis: 0.9751646050090624, num_samples: 7248, fps: 2821.1210120295436 +[2025/07/23 03:07:53] openrec INFO: best metric, acc: 0.9344646786224273, norm_edit_dis: 0.9754049945735257, num_samples: 7248, fps: 488.5071511643182, best_epoch: 24 +[2025/07/23 03:07:57] openrec INFO: epoch: [25/60], global_step: 41010, lr: 0.000344, loss: 0.235435, avg_reader_cost: 0.37058 s, avg_batch_cost: 0.73391 s, avg_samples: 256.0, ips: 348.81441 samples/s, eta: 7:15:46 +[2025/07/23 03:08:01] openrec INFO: epoch: [25/60], global_step: 41020, lr: 0.000344, loss: 0.260772, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.36350 s, avg_samples: 256.0, ips: 704.26364 samples/s, eta: 7:15:41 +[2025/07/23 03:08:05] openrec INFO: epoch: [25/60], global_step: 41030, lr: 0.000344, loss: 0.270407, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.39731 s, avg_samples: 256.0, ips: 644.33404 samples/s, eta: 7:15:36 +[2025/07/23 03:08:08] openrec INFO: epoch: [25/60], global_step: 41040, lr: 0.000344, loss: 0.260365, avg_reader_cost: 0.00941 s, avg_batch_cost: 0.35920 s, avg_samples: 256.0, ips: 712.68816 samples/s, eta: 7:15:30 +[2025/07/23 03:08:12] openrec INFO: epoch: [25/60], global_step: 41050, lr: 0.000343, loss: 0.258920, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.36105 s, avg_samples: 256.0, ips: 709.04670 samples/s, eta: 7:15:24 +[2025/07/23 03:08:16] openrec INFO: epoch: [25/60], global_step: 41060, lr: 0.000343, loss: 0.268151, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.39532 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avg_reader_cost: 0.01001 s, avg_batch_cost: 0.42750 s, avg_samples: 256.0, ips: 598.83734 samples/s, eta: 7:14:06 +[2025/07/23 03:09:15] openrec INFO: epoch: [25/60], global_step: 41210, lr: 0.000342, loss: 0.278463, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.43475 s, avg_samples: 256.0, ips: 588.84215 samples/s, eta: 7:14:01 +[2025/07/23 03:09:19] openrec INFO: epoch: [25/60], global_step: 41220, lr: 0.000342, loss: 0.275168, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.41974 s, avg_samples: 256.0, ips: 609.90038 samples/s, eta: 7:13:57 +[2025/07/23 03:09:24] openrec INFO: epoch: [25/60], global_step: 41230, lr: 0.000342, loss: 0.258281, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.43056 s, avg_samples: 256.0, ips: 594.57340 samples/s, eta: 7:13:52 +[2025/07/23 03:09:28] openrec INFO: epoch: [25/60], global_step: 41240, lr: 0.000342, loss: 0.248257, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.40641 s, avg_samples: 256.0, ips: 629.89866 samples/s, eta: 7:13:47 +[2025/07/23 03:09:32] openrec INFO: epoch: [25/60], global_step: 41250, lr: 0.000342, loss: 0.254364, avg_reader_cost: 0.01077 s, avg_batch_cost: 0.43788 s, avg_samples: 256.0, ips: 584.63905 samples/s, eta: 7:13:42 +[2025/07/23 03:09:36] openrec INFO: epoch: [25/60], global_step: 41260, lr: 0.000342, loss: 0.253657, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.43122 s, avg_samples: 256.0, ips: 593.65969 samples/s, eta: 7:13:38 +[2025/07/23 03:09:41] openrec INFO: epoch: [25/60], global_step: 41270, lr: 0.000342, loss: 0.244060, avg_reader_cost: 0.00939 s, avg_batch_cost: 0.42490 s, avg_samples: 256.0, ips: 602.49922 samples/s, eta: 7:13:33 +[2025/07/23 03:09:44] openrec INFO: epoch: [25/60], global_step: 41278, lr: 0.000342, loss: 0.273591, avg_reader_cost: 0.00755 s, avg_batch_cost: 0.35337 s, avg_samples: 204.8, ips: 579.56762 samples/s, eta: 7:13:29 +[2025/07/23 03:09:59] openrec INFO: cur metric, acc: 0.932533111296174, norm_edit_dis: 0.9748924089687145, num_samples: 7248, fps: 521.3290727013631 +[2025/07/23 03:09:59] openrec INFO: best metric, acc: 0.9344646786224273, norm_edit_dis: 0.9754049945735257, num_samples: 7248, fps: 488.5071511643182, best_epoch: 24 +[2025/07/23 03:10:01] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 03:10:01] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_25.pth +[2025/07/23 03:10:01] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep6/gpu2_ep6 +[2025/07/23 03:10:01] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep6/gpu3_ep6 +[2025/07/23 03:10:01] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep6/gpu0_ep6 +[2025/07/23 03:10:01] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep6/gpu1_ep6 +[2025/07/23 03:10:11] openrec INFO: 0 +[2025/07/23 03:10:11] openrec INFO: 791864 +[2025/07/23 03:10:11] openrec INFO: 962087 +[2025/07/23 03:10:11] openrec INFO: 667749 +[2025/07/23 03:10:11] openrec INFO: 997183 +[2025/07/23 03:10:14] openrec INFO: epoch: [26/60], global_step: 41280, lr: 0.000342, loss: 0.272720, avg_reader_cost: 2.89419 s, avg_batch_cost: 2.96108 s, avg_samples: 51.2, ips: 17.29099 samples/s, eta: 7:13:54 +[2025/07/23 03:10:18] openrec INFO: epoch: [26/60], global_step: 41290, lr: 0.000342, loss: 0.276205, avg_reader_cost: 0.04556 s, avg_batch_cost: 0.43190 s, avg_samples: 256.0, ips: 592.73107 samples/s, eta: 7:13:49 +[2025/07/23 03:10:22] openrec INFO: epoch: [26/60], global_step: 41300, lr: 0.000342, loss: 0.312002, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.39129 s, avg_samples: 256.0, ips: 654.24514 samples/s, eta: 7:13:44 +[2025/07/23 03:10:26] openrec INFO: epoch: [26/60], global_step: 41310, lr: 0.000341, loss: 0.270652, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.38627 s, avg_samples: 256.0, ips: 662.74603 samples/s, eta: 7:13:39 +[2025/07/23 03:10:30] openrec INFO: epoch: [26/60], global_step: 41320, lr: 0.000341, loss: 0.261750, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.37577 s, avg_samples: 256.0, ips: 681.26888 samples/s, eta: 7:13:33 +[2025/07/23 03:10:34] openrec INFO: epoch: [26/60], global_step: 41330, lr: 0.000341, loss: 0.269658, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.38588 s, avg_samples: 256.0, ips: 663.41955 samples/s, eta: 7:13:28 +[2025/07/23 03:10:37] openrec INFO: epoch: [26/60], global_step: 41340, lr: 0.000341, loss: 0.276068, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.37054 s, avg_samples: 256.0, ips: 690.87469 samples/s, eta: 7:13:22 +[2025/07/23 03:10:41] openrec INFO: epoch: [26/60], global_step: 41350, lr: 0.000341, loss: 0.249409, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.36153 s, avg_samples: 256.0, ips: 708.10645 samples/s, eta: 7:13:17 +[2025/07/23 03:10:44] openrec INFO: epoch: [26/60], global_step: 41360, lr: 0.000341, loss: 0.222467, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.35740 s, avg_samples: 256.0, ips: 716.28874 samples/s, eta: 7:13:11 +[2025/07/23 03:10:48] openrec INFO: epoch: [26/60], global_step: 41370, lr: 0.000341, loss: 0.218723, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.38191 s, avg_samples: 256.0, ips: 670.31782 samples/s, eta: 7:13:06 +[2025/07/23 03:10:52] openrec INFO: epoch: [26/60], global_step: 41380, lr: 0.000341, loss: 0.274713, avg_reader_cost: 0.00899 s, avg_batch_cost: 0.35796 s, avg_samples: 256.0, ips: 715.16311 samples/s, eta: 7:13:00 +[2025/07/23 03:10:56] openrec INFO: epoch: [26/60], global_step: 41390, lr: 0.000341, loss: 0.307313, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.38843 s, avg_samples: 256.0, ips: 659.06009 samples/s, eta: 7:12:55 +[2025/07/23 03:10:59] openrec INFO: epoch: [26/60], global_step: 41400, lr: 0.000341, loss: 0.287844, avg_reader_cost: 0.00934 s, avg_batch_cost: 0.36317 s, avg_samples: 256.0, ips: 704.90931 samples/s, eta: 7:12:49 +[2025/07/23 03:11:03] openrec INFO: epoch: [26/60], global_step: 41410, lr: 0.000341, loss: 0.297531, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.36761 s, avg_samples: 256.0, ips: 696.38459 samples/s, eta: 7:12:44 +[2025/07/23 03:11:07] openrec INFO: epoch: [26/60], global_step: 41420, lr: 0.000341, loss: 0.303276, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.36648 s, avg_samples: 256.0, ips: 698.52973 samples/s, eta: 7:12:38 +[2025/07/23 03:11:10] openrec INFO: epoch: [26/60], global_step: 41430, lr: 0.000341, loss: 0.320627, avg_reader_cost: 0.00895 s, avg_batch_cost: 0.36533 s, avg_samples: 256.0, ips: 700.73567 samples/s, eta: 7:12:33 +[2025/07/23 03:11:14] openrec INFO: epoch: [26/60], global_step: 41440, lr: 0.000340, loss: 0.285758, avg_reader_cost: 0.00929 s, avg_batch_cost: 0.37242 s, avg_samples: 256.0, ips: 687.40237 samples/s, eta: 7:12:27 +[2025/07/23 03:11:18] openrec INFO: epoch: [26/60], global_step: 41450, lr: 0.000340, loss: 0.252206, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.36211 s, avg_samples: 256.0, ips: 706.97360 samples/s, eta: 7:12:21 +[2025/07/23 03:11:22] openrec INFO: epoch: [26/60], global_step: 41460, lr: 0.000340, loss: 0.258613, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.38318 s, avg_samples: 256.0, ips: 668.09308 samples/s, eta: 7:12:16 +[2025/07/23 03:11:25] openrec INFO: epoch: [26/60], global_step: 41470, lr: 0.000340, loss: 0.256434, avg_reader_cost: 0.00906 s, avg_batch_cost: 0.38034 s, avg_samples: 256.0, ips: 673.07590 samples/s, eta: 7:12:11 +[2025/07/23 03:11:29] openrec INFO: epoch: [26/60], global_step: 41480, lr: 0.000340, loss: 0.249237, avg_reader_cost: 0.00875 s, avg_batch_cost: 0.36080 s, avg_samples: 256.0, ips: 709.53216 samples/s, eta: 7:12:05 +[2025/07/23 03:11:33] openrec INFO: epoch: [26/60], global_step: 41490, lr: 0.000340, loss: 0.245612, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.39950 s, avg_samples: 256.0, ips: 640.79444 samples/s, eta: 7:12:00 +[2025/07/23 03:11:37] openrec INFO: epoch: [26/60], global_step: 41500, lr: 0.000340, loss: 0.254337, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.38763 s, avg_samples: 256.0, ips: 660.42842 samples/s, eta: 7:11:55 +[2025/07/23 03:11:41] openrec INFO: cur metric, acc: 0.9315673276330473, norm_edit_dis: 0.9747355852726105, num_samples: 7248, fps: 2823.5798601339366 +[2025/07/23 03:11:41] openrec INFO: best metric, acc: 0.9344646786224273, norm_edit_dis: 0.9754049945735257, num_samples: 7248, fps: 488.5071511643182, best_epoch: 24 +[2025/07/23 03:11:44] openrec INFO: epoch: [26/60], global_step: 41510, lr: 0.000340, loss: 0.282851, avg_reader_cost: 0.36031 s, avg_batch_cost: 0.74025 s, avg_samples: 256.0, ips: 345.82927 samples/s, eta: 7:11:54 +[2025/07/23 03:11:49] openrec INFO: epoch: [26/60], global_step: 41520, lr: 0.000340, loss: 0.298874, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.41061 s, avg_samples: 256.0, ips: 623.45888 samples/s, eta: 7:11:50 +[2025/07/23 03:11:52] openrec INFO: epoch: [26/60], global_step: 41530, lr: 0.000340, loss: 0.292395, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.37568 s, avg_samples: 256.0, ips: 681.42587 samples/s, eta: 7:11:44 +[2025/07/23 03:11:56] openrec INFO: epoch: [26/60], global_step: 41540, lr: 0.000340, loss: 0.237583, avg_reader_cost: 0.00908 s, avg_batch_cost: 0.41061 s, avg_samples: 256.0, ips: 623.45967 samples/s, eta: 7:11:39 +[2025/07/23 03:12:00] openrec INFO: epoch: [26/60], global_step: 41550, lr: 0.000340, loss: 0.261666, avg_reader_cost: 0.00876 s, avg_batch_cost: 0.37720 s, avg_samples: 256.0, ips: 678.68203 samples/s, eta: 7:11:34 +[2025/07/23 03:12:04] openrec INFO: epoch: [26/60], global_step: 41560, lr: 0.000340, loss: 0.292436, avg_reader_cost: 0.00894 s, avg_batch_cost: 0.38703 s, avg_samples: 256.0, ips: 661.44661 samples/s, eta: 7:11:29 +[2025/07/23 03:12:08] openrec INFO: epoch: [26/60], global_step: 41570, lr: 0.000339, loss: 0.293807, avg_reader_cost: 0.01016 s, avg_batch_cost: 0.42782 s, avg_samples: 256.0, ips: 598.37687 samples/s, eta: 7:11:24 +[2025/07/23 03:12:12] openrec INFO: epoch: [26/60], global_step: 41580, lr: 0.000339, loss: 0.279837, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.36659 s, avg_samples: 256.0, ips: 698.32738 samples/s, eta: 7:11:18 +[2025/07/23 03:12:16] openrec INFO: epoch: [26/60], global_step: 41590, lr: 0.000339, loss: 0.256901, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.39295 s, avg_samples: 256.0, ips: 651.48457 samples/s, eta: 7:11:13 +[2025/07/23 03:12:20] openrec INFO: epoch: [26/60], global_step: 41600, lr: 0.000339, loss: 0.226195, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.39171 s, avg_samples: 256.0, ips: 653.53828 samples/s, eta: 7:11:08 +[2025/07/23 03:12:23] openrec INFO: epoch: [26/60], global_step: 41610, lr: 0.000339, loss: 0.270101, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.35477 s, avg_samples: 256.0, ips: 721.58692 samples/s, eta: 7:11:02 +[2025/07/23 03:12:27] openrec INFO: epoch: [26/60], global_step: 41620, lr: 0.000339, loss: 0.265304, avg_reader_cost: 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INFO: epoch: [26/60], global_step: 41670, lr: 0.000339, loss: 0.264436, avg_reader_cost: 0.00940 s, avg_batch_cost: 0.38694 s, avg_samples: 256.0, ips: 661.60230 samples/s, eta: 7:10:30 +[2025/07/23 03:12:50] openrec INFO: epoch: [26/60], global_step: 41680, lr: 0.000339, loss: 0.280544, avg_reader_cost: 0.00902 s, avg_batch_cost: 0.37232 s, avg_samples: 256.0, ips: 687.57422 samples/s, eta: 7:10:24 +[2025/07/23 03:12:54] openrec INFO: epoch: [26/60], global_step: 41690, lr: 0.000339, loss: 0.287725, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.43472 s, avg_samples: 256.0, ips: 588.88404 samples/s, eta: 7:10:20 +[2025/07/23 03:12:58] openrec INFO: epoch: [26/60], global_step: 41700, lr: 0.000338, loss: 0.282840, avg_reader_cost: 0.00937 s, avg_batch_cost: 0.37795 s, avg_samples: 256.0, ips: 677.34242 samples/s, eta: 7:10:14 +[2025/07/23 03:13:02] openrec INFO: epoch: [26/60], global_step: 41710, lr: 0.000338, loss: 0.269768, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.37622 s, 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INFO: epoch: [26/60], global_step: 41900, lr: 0.000337, loss: 0.272533, avg_reader_cost: 0.00847 s, avg_batch_cost: 0.39249 s, avg_samples: 256.0, ips: 652.24115 samples/s, eta: 7:08:44 +[2025/07/23 03:14:30] openrec INFO: epoch: [26/60], global_step: 41910, lr: 0.000337, loss: 0.258004, avg_reader_cost: 0.00907 s, avg_batch_cost: 0.38281 s, avg_samples: 256.0, ips: 668.74598 samples/s, eta: 7:08:39 +[2025/07/23 03:14:34] openrec INFO: epoch: [26/60], global_step: 41920, lr: 0.000337, loss: 0.255864, avg_reader_cost: 0.00920 s, avg_batch_cost: 0.36385 s, avg_samples: 256.0, ips: 703.59356 samples/s, eta: 7:08:33 +[2025/07/23 03:14:37] openrec INFO: epoch: [26/60], global_step: 41930, lr: 0.000337, loss: 0.240347, avg_reader_cost: 0.00889 s, avg_batch_cost: 0.35331 s, avg_samples: 256.0, ips: 724.58341 samples/s, eta: 7:08:28 +[2025/07/23 03:14:41] openrec INFO: epoch: [26/60], global_step: 41940, lr: 0.000337, loss: 0.250240, avg_reader_cost: 0.00827 s, avg_batch_cost: 0.35686 s, 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lr: 0.000336, loss: 0.263674, avg_reader_cost: 0.00858 s, avg_batch_cost: 0.36555 s, avg_samples: 256.0, ips: 700.31657 samples/s, eta: 7:07:55 +[2025/07/23 03:15:04] openrec INFO: epoch: [26/60], global_step: 42000, lr: 0.000336, loss: 0.237727, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.39916 s, avg_samples: 256.0, ips: 641.34322 samples/s, eta: 7:07:50 +[2025/07/23 03:15:07] openrec INFO: cur metric, acc: 0.9323951422014416, norm_edit_dis: 0.9746871827932987, num_samples: 7248, fps: 2804.754950640977 +[2025/07/23 03:15:07] openrec INFO: best metric, acc: 0.9344646786224273, norm_edit_dis: 0.9754049945735257, num_samples: 7248, fps: 488.5071511643182, best_epoch: 24 +[2025/07/23 03:15:11] openrec INFO: epoch: [26/60], global_step: 42010, lr: 0.000336, loss: 0.229439, avg_reader_cost: 0.36717 s, avg_batch_cost: 0.73949 s, avg_samples: 256.0, ips: 346.18453 samples/s, eta: 7:07:49 +[2025/07/23 03:15:15] openrec INFO: epoch: [26/60], global_step: 42020, lr: 0.000336, loss: 0.274576, 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03:15:33] openrec INFO: epoch: [26/60], global_step: 42070, lr: 0.000336, loss: 0.230335, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.36231 s, avg_samples: 256.0, ips: 706.57314 samples/s, eta: 7:07:17 +[2025/07/23 03:15:37] openrec INFO: epoch: [26/60], global_step: 42080, lr: 0.000336, loss: 0.260103, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.38085 s, avg_samples: 256.0, ips: 672.17538 samples/s, eta: 7:07:11 +[2025/07/23 03:15:41] openrec INFO: epoch: [26/60], global_step: 42090, lr: 0.000335, loss: 0.279341, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.37568 s, avg_samples: 256.0, ips: 681.42712 samples/s, eta: 7:07:06 +[2025/07/23 03:15:45] openrec INFO: epoch: [26/60], global_step: 42100, lr: 0.000335, loss: 0.232704, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.37940 s, avg_samples: 256.0, ips: 674.74398 samples/s, eta: 7:07:01 +[2025/07/23 03:15:48] openrec INFO: epoch: [26/60], global_step: 42110, lr: 0.000335, loss: 0.239598, avg_reader_cost: 0.00944 s, 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[26/60], global_step: 42160, lr: 0.000335, loss: 0.252175, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.40585 s, avg_samples: 256.0, ips: 630.77250 samples/s, eta: 7:06:30 +[2025/07/23 03:16:12] openrec INFO: epoch: [26/60], global_step: 42170, lr: 0.000335, loss: 0.275001, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.37334 s, avg_samples: 256.0, ips: 685.70390 samples/s, eta: 7:06:24 +[2025/07/23 03:16:16] openrec INFO: epoch: [26/60], global_step: 42180, lr: 0.000335, loss: 0.251147, avg_reader_cost: 0.00916 s, avg_batch_cost: 0.37631 s, avg_samples: 256.0, ips: 680.29818 samples/s, eta: 7:06:19 +[2025/07/23 03:16:20] openrec INFO: epoch: [26/60], global_step: 42190, lr: 0.000335, loss: 0.247122, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.39337 s, avg_samples: 256.0, ips: 650.79100 samples/s, eta: 7:06:14 +[2025/07/23 03:16:23] openrec INFO: epoch: [26/60], global_step: 42200, lr: 0.000335, loss: 0.247185, avg_reader_cost: 0.00909 s, avg_batch_cost: 0.36195 s, avg_samples: 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+[2025/07/23 03:17:01] openrec INFO: epoch: [26/60], global_step: 42300, lr: 0.000334, loss: 0.246111, avg_reader_cost: 0.00918 s, avg_batch_cost: 0.35524 s, avg_samples: 256.0, ips: 720.63335 samples/s, eta: 7:05:15 +[2025/07/23 03:17:05] openrec INFO: epoch: [26/60], global_step: 42310, lr: 0.000334, loss: 0.287996, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.39457 s, avg_samples: 256.0, ips: 648.80326 samples/s, eta: 7:05:09 +[2025/07/23 03:17:09] openrec INFO: epoch: [26/60], global_step: 42320, lr: 0.000334, loss: 0.246204, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.38431 s, avg_samples: 256.0, ips: 666.12435 samples/s, eta: 7:05:04 +[2025/07/23 03:17:13] openrec INFO: epoch: [26/60], global_step: 42330, lr: 0.000334, loss: 0.259037, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.38704 s, avg_samples: 256.0, ips: 661.42652 samples/s, eta: 7:04:59 +[2025/07/23 03:17:17] openrec INFO: epoch: [26/60], global_step: 42340, lr: 0.000334, loss: 0.277417, avg_reader_cost: 0.00901 s, 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loss: 0.265878, avg_reader_cost: 0.01162 s, avg_batch_cost: 0.36893 s, avg_samples: 256.0, ips: 693.89255 samples/s, eta: 7:03:39 +[2025/07/23 03:18:14] openrec INFO: epoch: [26/60], global_step: 42490, lr: 0.000332, loss: 0.239513, avg_reader_cost: 0.00892 s, avg_batch_cost: 0.38415 s, avg_samples: 256.0, ips: 666.41102 samples/s, eta: 7:03:34 +[2025/07/23 03:18:17] openrec INFO: epoch: [26/60], global_step: 42500, lr: 0.000332, loss: 0.229731, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.38007 s, avg_samples: 256.0, ips: 673.56602 samples/s, eta: 7:03:29 +[2025/07/23 03:18:21] openrec INFO: cur metric, acc: 0.930739513064653, norm_edit_dis: 0.9749350766653286, num_samples: 7248, fps: 2817.2707835276997 +[2025/07/23 03:18:21] openrec INFO: best metric, acc: 0.9344646786224273, norm_edit_dis: 0.9754049945735257, num_samples: 7248, fps: 488.5071511643182, best_epoch: 24 +[2025/07/23 03:18:25] openrec INFO: epoch: [26/60], global_step: 42510, lr: 0.000332, loss: 0.258100, 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03:18:44] openrec INFO: epoch: [26/60], global_step: 42560, lr: 0.000332, loss: 0.263526, avg_reader_cost: 0.00878 s, avg_batch_cost: 0.39503 s, avg_samples: 256.0, ips: 648.05792 samples/s, eta: 7:03:02 +[2025/07/23 03:18:48] openrec INFO: epoch: [26/60], global_step: 42570, lr: 0.000332, loss: 0.253349, avg_reader_cost: 0.00960 s, avg_batch_cost: 0.37140 s, avg_samples: 256.0, ips: 689.28078 samples/s, eta: 7:02:56 +[2025/07/23 03:18:51] openrec INFO: epoch: [26/60], global_step: 42580, lr: 0.000332, loss: 0.242442, avg_reader_cost: 0.00888 s, avg_batch_cost: 0.36569 s, avg_samples: 256.0, ips: 700.05326 samples/s, eta: 7:02:51 +[2025/07/23 03:18:55] openrec INFO: epoch: [26/60], global_step: 42590, lr: 0.000332, loss: 0.228476, avg_reader_cost: 0.00882 s, avg_batch_cost: 0.35749 s, avg_samples: 256.0, ips: 716.11151 samples/s, eta: 7:02:45 +[2025/07/23 03:18:59] openrec INFO: epoch: [26/60], global_step: 42600, lr: 0.000332, loss: 0.202359, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.36955 s, avg_samples: 256.0, ips: 692.74323 samples/s, eta: 7:02:40 +[2025/07/23 03:19:02] openrec INFO: epoch: [26/60], global_step: 42610, lr: 0.000331, loss: 0.203941, avg_reader_cost: 0.00900 s, avg_batch_cost: 0.36786 s, avg_samples: 256.0, ips: 695.91542 samples/s, eta: 7:02:34 +[2025/07/23 03:19:06] openrec INFO: epoch: [26/60], global_step: 42620, lr: 0.000331, loss: 0.257616, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.36817 s, avg_samples: 256.0, ips: 695.33209 samples/s, eta: 7:02:29 +[2025/07/23 03:19:10] openrec INFO: epoch: [26/60], global_step: 42630, lr: 0.000331, loss: 0.257151, avg_reader_cost: 0.00908 s, avg_batch_cost: 0.36755 s, avg_samples: 256.0, ips: 696.50565 samples/s, eta: 7:02:23 +[2025/07/23 03:19:14] openrec INFO: epoch: [26/60], global_step: 42640, lr: 0.000331, loss: 0.232505, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.39679 s, avg_samples: 256.0, ips: 645.17320 samples/s, eta: 7:02:18 +[2025/07/23 03:19:17] openrec INFO: epoch: [26/60], global_step: 42650, lr: 0.000331, loss: 0.225833, avg_reader_cost: 0.00934 s, avg_batch_cost: 0.37483 s, avg_samples: 256.0, ips: 682.96741 samples/s, eta: 7:02:13 +[2025/07/23 03:19:21] openrec INFO: epoch: [26/60], global_step: 42660, lr: 0.000331, loss: 0.244495, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.37942 s, avg_samples: 256.0, ips: 674.71591 samples/s, eta: 7:02:08 +[2025/07/23 03:19:25] openrec INFO: epoch: [26/60], global_step: 42670, lr: 0.000331, loss: 0.244495, avg_reader_cost: 0.00890 s, avg_batch_cost: 0.37166 s, avg_samples: 256.0, ips: 688.79931 samples/s, eta: 7:02:02 +[2025/07/23 03:19:29] openrec INFO: epoch: [26/60], global_step: 42680, lr: 0.000331, loss: 0.255788, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.36796 s, avg_samples: 256.0, ips: 695.73384 samples/s, eta: 7:01:57 +[2025/07/23 03:19:32] openrec INFO: epoch: [26/60], global_step: 42690, lr: 0.000331, loss: 0.258594, avg_reader_cost: 0.00883 s, avg_batch_cost: 0.36158 s, avg_samples: 256.0, ips: 708.00994 samples/s, eta: 7:01:51 +[2025/07/23 03:19:36] openrec INFO: epoch: [26/60], global_step: 42700, lr: 0.000331, loss: 0.241059, avg_reader_cost: 0.00916 s, avg_batch_cost: 0.38549 s, avg_samples: 256.0, ips: 664.09464 samples/s, eta: 7:01:46 +[2025/07/23 03:19:40] openrec INFO: epoch: [26/60], global_step: 42710, lr: 0.000331, loss: 0.251890, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.38952 s, avg_samples: 256.0, ips: 657.22244 samples/s, eta: 7:01:41 +[2025/07/23 03:19:44] openrec INFO: epoch: [26/60], global_step: 42720, lr: 0.000331, loss: 0.264383, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.36818 s, avg_samples: 256.0, ips: 695.30341 samples/s, eta: 7:01:35 +[2025/07/23 03:19:47] openrec INFO: epoch: [26/60], global_step: 42730, lr: 0.000331, loss: 0.249905, avg_reader_cost: 0.00925 s, avg_batch_cost: 0.37508 s, avg_samples: 256.0, ips: 682.51475 samples/s, eta: 7:01:30 +[2025/07/23 03:19:51] openrec INFO: epoch: [26/60], global_step: 42740, lr: 0.000330, loss: 0.226955, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.36037 s, avg_samples: 256.0, ips: 710.37612 samples/s, eta: 7:01:25 +[2025/07/23 03:19:55] openrec INFO: epoch: [26/60], global_step: 42750, lr: 0.000330, loss: 0.229187, avg_reader_cost: 0.00873 s, avg_batch_cost: 0.39352 s, avg_samples: 256.0, ips: 650.53384 samples/s, eta: 7:01:19 +[2025/07/23 03:19:59] openrec INFO: epoch: [26/60], global_step: 42760, lr: 0.000330, loss: 0.263752, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.39970 s, avg_samples: 256.0, ips: 640.48667 samples/s, eta: 7:01:14 +[2025/07/23 03:20:03] openrec INFO: epoch: [26/60], global_step: 42770, lr: 0.000330, loss: 0.268785, avg_reader_cost: 0.00869 s, avg_batch_cost: 0.36323 s, avg_samples: 256.0, ips: 704.79437 samples/s, eta: 7:01:09 +[2025/07/23 03:20:07] openrec INFO: epoch: [26/60], global_step: 42780, lr: 0.000330, loss: 0.255494, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.39456 s, avg_samples: 256.0, ips: 648.81910 samples/s, eta: 7:01:04 +[2025/07/23 03:20:10] openrec INFO: epoch: [26/60], global_step: 42790, lr: 0.000330, loss: 0.250015, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.35904 s, avg_samples: 256.0, ips: 713.01542 samples/s, eta: 7:00:58 +[2025/07/23 03:20:14] openrec INFO: epoch: [26/60], global_step: 42800, lr: 0.000330, loss: 0.230132, avg_reader_cost: 0.01167 s, avg_batch_cost: 0.40211 s, avg_samples: 256.0, ips: 636.64148 samples/s, eta: 7:00:53 +[2025/07/23 03:20:18] openrec INFO: epoch: [26/60], global_step: 42810, lr: 0.000330, loss: 0.236700, avg_reader_cost: 0.00900 s, avg_batch_cost: 0.37011 s, avg_samples: 256.0, ips: 691.68222 samples/s, eta: 7:00:48 +[2025/07/23 03:20:22] openrec INFO: epoch: [26/60], global_step: 42820, lr: 0.000330, loss: 0.236845, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.37665 s, avg_samples: 256.0, ips: 679.67506 samples/s, eta: 7:00:43 +[2025/07/23 03:20:26] openrec INFO: epoch: [26/60], global_step: 42830, lr: 0.000330, loss: 0.242229, avg_reader_cost: 0.00869 s, avg_batch_cost: 0.39154 s, avg_samples: 256.0, ips: 653.82385 samples/s, eta: 7:00:37 +[2025/07/23 03:20:29] openrec INFO: epoch: [26/60], global_step: 42840, lr: 0.000330, loss: 0.245700, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.36443 s, avg_samples: 256.0, ips: 702.47101 samples/s, eta: 7:00:32 +[2025/07/23 03:20:33] openrec INFO: epoch: [26/60], global_step: 42850, lr: 0.000330, loss: 0.238123, avg_reader_cost: 0.00941 s, avg_batch_cost: 0.36001 s, avg_samples: 256.0, ips: 711.09022 samples/s, eta: 7:00:26 +[2025/07/23 03:20:37] openrec INFO: epoch: [26/60], global_step: 42860, lr: 0.000329, loss: 0.243790, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.37952 s, avg_samples: 256.0, ips: 674.53247 samples/s, eta: 7:00:21 +[2025/07/23 03:20:41] openrec INFO: epoch: [26/60], global_step: 42870, lr: 0.000329, loss: 0.254925, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.37593 s, avg_samples: 256.0, ips: 680.98151 samples/s, eta: 7:00:16 +[2025/07/23 03:20:44] openrec INFO: epoch: [26/60], global_step: 42880, lr: 0.000329, loss: 0.277593, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.38285 s, avg_samples: 256.0, ips: 668.66344 samples/s, eta: 7:00:11 +[2025/07/23 03:20:48] openrec INFO: epoch: [26/60], global_step: 42890, lr: 0.000329, loss: 0.273131, avg_reader_cost: 0.00876 s, avg_batch_cost: 0.37275 s, avg_samples: 256.0, ips: 686.78823 samples/s, eta: 7:00:05 +[2025/07/23 03:20:52] openrec INFO: epoch: [26/60], global_step: 42900, lr: 0.000329, loss: 0.265311, avg_reader_cost: 0.00925 s, avg_batch_cost: 0.37717 s, avg_samples: 256.0, ips: 678.74407 samples/s, eta: 7:00:00 +[2025/07/23 03:20:56] openrec INFO: epoch: [26/60], global_step: 42910, lr: 0.000329, loss: 0.268330, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.37693 s, avg_samples: 256.0, ips: 679.16343 samples/s, eta: 6:59:55 +[2025/07/23 03:21:00] openrec INFO: epoch: [26/60], global_step: 42920, lr: 0.000329, loss: 0.256376, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.38577 s, avg_samples: 256.0, ips: 663.61054 samples/s, eta: 6:59:49 +[2025/07/23 03:21:04] openrec INFO: epoch: [26/60], global_step: 42930, lr: 0.000329, loss: 0.256767, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.41374 s, avg_samples: 256.0, ips: 618.74042 samples/s, eta: 6:59:45 +[2025/07/23 03:21:08] openrec INFO: epoch: [26/60], global_step: 42940, lr: 0.000329, loss: 0.256767, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.38724 s, avg_samples: 256.0, ips: 661.08274 samples/s, eta: 6:59:39 +[2025/07/23 03:21:11] openrec INFO: epoch: [26/60], global_step: 42949, lr: 0.000329, loss: 0.276288, avg_reader_cost: 0.00831 s, avg_batch_cost: 0.35064 s, avg_samples: 230.4, ips: 657.07698 samples/s, eta: 6:59:35 +[2025/07/23 03:21:26] openrec INFO: cur metric, acc: 0.9329470185803711, norm_edit_dis: 0.9754667314084313, num_samples: 7248, fps: 529.2793957029122 +[2025/07/23 03:21:26] openrec INFO: best metric, acc: 0.9344646786224273, norm_edit_dis: 0.9754049945735257, num_samples: 7248, fps: 488.5071511643182, best_epoch: 24 +[2025/07/23 03:21:28] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 03:21:28] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_26.pth +[2025/07/23 03:21:28] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep7/gpu1_ep7 +[2025/07/23 03:21:28] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep7/gpu2_ep7 +[2025/07/23 03:21:28] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep7/gpu3_ep7 +[2025/07/23 03:21:28] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep7/gpu0_ep7 +[2025/07/23 03:21:38] openrec INFO: 0 +[2025/07/23 03:21:38] openrec INFO: 790805 +[2025/07/23 03:21:38] openrec INFO: 959042 +[2025/07/23 03:21:38] openrec INFO: 668247 +[2025/07/23 03:21:38] openrec INFO: 998430 +[2025/07/23 03:21:40] openrec INFO: epoch: [27/60], global_step: 42950, lr: 0.000329, loss: 0.282332, avg_reader_cost: 2.88826 s, avg_batch_cost: 2.91983 s, avg_samples: 25.6, ips: 8.76763 samples/s, eta: 7:00:12 +[2025/07/23 03:21:44] openrec INFO: epoch: [27/60], global_step: 42960, lr: 0.000329, loss: 0.279298, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.33970 s, avg_samples: 256.0, ips: 753.60716 samples/s, eta: 7:00:07 +[2025/07/23 03:21:47] openrec INFO: epoch: [27/60], global_step: 42970, lr: 0.000329, loss: 0.242608, avg_reader_cost: 0.01068 s, avg_batch_cost: 0.35215 s, avg_samples: 256.0, ips: 726.96582 samples/s, eta: 7:00:01 +[2025/07/23 03:21:51] openrec INFO: epoch: [27/60], global_step: 42980, lr: 0.000329, loss: 0.275352, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.35442 s, avg_samples: 256.0, ips: 722.29852 samples/s, eta: 6:59:55 +[2025/07/23 03:21:55] openrec INFO: epoch: [27/60], global_step: 42990, lr: 0.000328, loss: 0.280347, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.37732 s, avg_samples: 256.0, ips: 678.46157 samples/s, eta: 6:59:50 +[2025/07/23 03:21:58] openrec INFO: epoch: [27/60], global_step: 43000, lr: 0.000328, loss: 0.288871, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.37182 s, avg_samples: 256.0, ips: 688.50352 samples/s, eta: 6:59:45 +[2025/07/23 03:22:02] openrec INFO: cur metric, acc: 0.9328090494856388, norm_edit_dis: 0.9757550235013849, num_samples: 7248, fps: 2843.9010501089233 +[2025/07/23 03:22:02] openrec INFO: best metric, acc: 0.9344646786224273, norm_edit_dis: 0.9754049945735257, num_samples: 7248, fps: 488.5071511643182, best_epoch: 24 +[2025/07/23 03:22:05] openrec INFO: epoch: [27/60], global_step: 43010, lr: 0.000328, loss: 0.294348, avg_reader_cost: 0.35984 s, avg_batch_cost: 0.71998 s, avg_samples: 256.0, ips: 355.56787 samples/s, eta: 6:59:44 +[2025/07/23 03:22:09] openrec INFO: epoch: [27/60], global_step: 43020, lr: 0.000328, loss: 0.274927, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.37315 s, 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INFO: epoch: [27/60], global_step: 43210, lr: 0.000327, loss: 0.261392, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.38941 s, avg_samples: 256.0, ips: 657.39760 samples/s, eta: 6:57:55 +[2025/07/23 03:23:23] openrec INFO: epoch: [27/60], global_step: 43220, lr: 0.000327, loss: 0.270531, avg_reader_cost: 0.00909 s, avg_batch_cost: 0.37763 s, avg_samples: 256.0, ips: 677.91773 samples/s, eta: 6:57:50 +[2025/07/23 03:23:27] openrec INFO: epoch: [27/60], global_step: 43230, lr: 0.000327, loss: 0.261365, avg_reader_cost: 0.00955 s, avg_batch_cost: 0.38324 s, avg_samples: 256.0, ips: 667.99225 samples/s, eta: 6:57:45 +[2025/07/23 03:23:30] openrec INFO: epoch: [27/60], global_step: 43240, lr: 0.000327, loss: 0.241127, avg_reader_cost: 0.00869 s, avg_batch_cost: 0.36004 s, avg_samples: 256.0, ips: 711.02510 samples/s, eta: 6:57:39 +[2025/07/23 03:23:34] openrec INFO: epoch: [27/60], global_step: 43250, lr: 0.000326, loss: 0.247863, avg_reader_cost: 0.01119 s, avg_batch_cost: 0.36310 s, 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lr: 0.000326, loss: 0.264750, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.37444 s, avg_samples: 256.0, ips: 683.68093 samples/s, eta: 6:57:07 +[2025/07/23 03:23:57] openrec INFO: epoch: [27/60], global_step: 43310, lr: 0.000326, loss: 0.264750, avg_reader_cost: 0.00909 s, avg_batch_cost: 0.35872 s, avg_samples: 256.0, ips: 713.64688 samples/s, eta: 6:57:02 +[2025/07/23 03:24:01] openrec INFO: epoch: [27/60], global_step: 43320, lr: 0.000326, loss: 0.253071, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.38559 s, avg_samples: 256.0, ips: 663.91052 samples/s, eta: 6:56:57 +[2025/07/23 03:24:04] openrec INFO: epoch: [27/60], global_step: 43330, lr: 0.000326, loss: 0.239356, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.36845 s, avg_samples: 256.0, ips: 694.80678 samples/s, eta: 6:56:51 +[2025/07/23 03:24:08] openrec INFO: epoch: [27/60], global_step: 43340, lr: 0.000326, loss: 0.237421, avg_reader_cost: 0.00922 s, avg_batch_cost: 0.37414 s, avg_samples: 256.0, ips: 684.23471 samples/s, 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INFO: epoch: [27/60], global_step: 43440, lr: 0.000325, loss: 0.249370, avg_reader_cost: 0.00957 s, avg_batch_cost: 1.57479 s, avg_samples: 256.0, ips: 162.56173 samples/s, eta: 6:56:09 +[2025/07/23 03:25:02] openrec INFO: epoch: [27/60], global_step: 43450, lr: 0.000325, loss: 0.238872, avg_reader_cost: 0.01151 s, avg_batch_cost: 0.34739 s, avg_samples: 256.0, ips: 736.91353 samples/s, eta: 6:56:03 +[2025/07/23 03:25:05] openrec INFO: epoch: [27/60], global_step: 43460, lr: 0.000325, loss: 0.246974, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.34024 s, avg_samples: 256.0, ips: 752.39952 samples/s, eta: 6:55:58 +[2025/07/23 03:25:09] openrec INFO: epoch: [27/60], global_step: 43470, lr: 0.000325, loss: 0.257691, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.36426 s, avg_samples: 256.0, ips: 702.80017 samples/s, eta: 6:55:52 +[2025/07/23 03:25:13] openrec INFO: epoch: [27/60], global_step: 43480, lr: 0.000325, loss: 0.260479, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.38544 s, 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+[2025/07/23 03:26:52] openrec INFO: epoch: [27/60], global_step: 43740, lr: 0.000323, loss: 0.232212, avg_reader_cost: 0.00874 s, avg_batch_cost: 0.35770 s, avg_samples: 256.0, ips: 715.68207 samples/s, eta: 6:53:31 +[2025/07/23 03:26:56] openrec INFO: epoch: [27/60], global_step: 43750, lr: 0.000323, loss: 0.263372, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.36413 s, avg_samples: 256.0, ips: 703.04723 samples/s, eta: 6:53:26 +[2025/07/23 03:27:00] openrec INFO: epoch: [27/60], global_step: 43760, lr: 0.000322, loss: 0.265326, avg_reader_cost: 0.00929 s, avg_batch_cost: 0.39303 s, avg_samples: 256.0, ips: 651.35526 samples/s, eta: 6:53:21 +[2025/07/23 03:27:04] openrec INFO: epoch: [27/60], global_step: 43770, lr: 0.000322, loss: 0.277628, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.39070 s, avg_samples: 256.0, ips: 655.22847 samples/s, eta: 6:53:16 +[2025/07/23 03:27:08] openrec INFO: epoch: [27/60], global_step: 43780, lr: 0.000322, loss: 0.272922, avg_reader_cost: 0.00948 s, 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[27/60], global_step: 43830, lr: 0.000322, loss: 0.236708, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.39521 s, avg_samples: 256.0, ips: 647.76247 samples/s, eta: 6:52:44 +[2025/07/23 03:27:30] openrec INFO: epoch: [27/60], global_step: 43840, lr: 0.000322, loss: 0.256672, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.37217 s, avg_samples: 256.0, ips: 687.85890 samples/s, eta: 6:52:39 +[2025/07/23 03:27:34] openrec INFO: epoch: [27/60], global_step: 43850, lr: 0.000322, loss: 0.248805, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.37565 s, avg_samples: 256.0, ips: 681.48352 samples/s, eta: 6:52:34 +[2025/07/23 03:27:38] openrec INFO: epoch: [27/60], global_step: 43860, lr: 0.000322, loss: 0.233245, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.37856 s, avg_samples: 256.0, ips: 676.24952 samples/s, eta: 6:52:28 +[2025/07/23 03:27:42] openrec INFO: epoch: [27/60], global_step: 43870, lr: 0.000322, loss: 0.245177, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.37800 s, avg_samples: 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loss: 0.222422, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.34612 s, avg_samples: 256.0, ips: 739.63598 samples/s, eta: 6:51:55 +[2025/07/23 03:28:03] openrec INFO: epoch: [27/60], global_step: 43930, lr: 0.000321, loss: 0.243216, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.35014 s, avg_samples: 256.0, ips: 731.13726 samples/s, eta: 6:51:50 +[2025/07/23 03:28:07] openrec INFO: epoch: [27/60], global_step: 43940, lr: 0.000321, loss: 0.242818, avg_reader_cost: 0.00899 s, avg_batch_cost: 0.36803 s, avg_samples: 256.0, ips: 695.60227 samples/s, eta: 6:51:45 +[2025/07/23 03:28:11] openrec INFO: epoch: [27/60], global_step: 43950, lr: 0.000321, loss: 0.237405, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.38304 s, avg_samples: 256.0, ips: 668.34200 samples/s, eta: 6:51:39 +[2025/07/23 03:28:15] openrec INFO: epoch: [27/60], global_step: 43960, lr: 0.000321, loss: 0.237145, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.39813 s, avg_samples: 256.0, ips: 643.00538 samples/s, eta: 6:51:34 +[2025/07/23 03:28:18] openrec INFO: epoch: [27/60], global_step: 43970, lr: 0.000321, loss: 0.229774, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.37869 s, avg_samples: 256.0, ips: 676.01633 samples/s, eta: 6:51:29 +[2025/07/23 03:28:22] openrec INFO: epoch: [27/60], global_step: 43980, lr: 0.000321, loss: 0.240388, avg_reader_cost: 0.00911 s, avg_batch_cost: 0.35600 s, avg_samples: 256.0, ips: 719.09386 samples/s, eta: 6:51:24 +[2025/07/23 03:28:25] openrec INFO: epoch: [27/60], global_step: 43990, lr: 0.000321, loss: 0.243259, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.35678 s, avg_samples: 256.0, ips: 717.52766 samples/s, eta: 6:51:18 +[2025/07/23 03:28:29] openrec INFO: epoch: [27/60], global_step: 44000, lr: 0.000321, loss: 0.257544, avg_reader_cost: 0.01068 s, avg_batch_cost: 0.35906 s, avg_samples: 256.0, ips: 712.97626 samples/s, eta: 6:51:13 +[2025/07/23 03:28:33] openrec INFO: cur metric, acc: 0.9329470185803711, norm_edit_dis: 0.9751538769143916, num_samples: 7248, fps: 2801.5545325687012 +[2025/07/23 03:28:33] openrec INFO: best metric, acc: 0.9348785859066245, norm_edit_dis: 0.9762914173545135, num_samples: 7248, fps: 2811.978663593255, best_epoch: 27 +[2025/07/23 03:28:36] openrec INFO: epoch: [27/60], global_step: 44010, lr: 0.000320, loss: 0.274391, avg_reader_cost: 0.37520 s, avg_batch_cost: 0.71597 s, avg_samples: 256.0, ips: 357.55643 samples/s, eta: 6:51:12 +[2025/07/23 03:28:40] openrec INFO: epoch: [27/60], global_step: 44020, lr: 0.000320, loss: 0.270942, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.34980 s, avg_samples: 256.0, ips: 731.85268 samples/s, eta: 6:51:06 +[2025/07/23 03:28:43] openrec INFO: epoch: [27/60], global_step: 44030, lr: 0.000320, loss: 0.267949, avg_reader_cost: 0.00905 s, avg_batch_cost: 0.37012 s, avg_samples: 256.0, ips: 691.66458 samples/s, eta: 6:51:01 +[2025/07/23 03:28:47] openrec INFO: epoch: [27/60], global_step: 44040, lr: 0.000320, loss: 0.251510, avg_reader_cost: 0.00955 s, avg_batch_cost: 0.37973 s, 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INFO: epoch: [27/60], global_step: 44460, lr: 0.000317, loss: 0.237408, avg_reader_cost: 0.00914 s, avg_batch_cost: 0.36865 s, avg_samples: 256.0, ips: 694.43103 samples/s, eta: 6:47:09 +[2025/07/23 03:31:25] openrec INFO: epoch: [27/60], global_step: 44470, lr: 0.000317, loss: 0.220377, avg_reader_cost: 0.00932 s, avg_batch_cost: 0.36478 s, avg_samples: 256.0, ips: 701.78580 samples/s, eta: 6:47:04 +[2025/07/23 03:31:29] openrec INFO: epoch: [27/60], global_step: 44480, lr: 0.000317, loss: 0.219885, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.39339 s, avg_samples: 256.0, ips: 650.74623 samples/s, eta: 6:46:59 +[2025/07/23 03:31:32] openrec INFO: epoch: [27/60], global_step: 44490, lr: 0.000317, loss: 0.264033, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.36523 s, avg_samples: 256.0, ips: 700.92244 samples/s, eta: 6:46:54 +[2025/07/23 03:31:36] openrec INFO: epoch: [27/60], global_step: 44500, lr: 0.000317, loss: 0.245572, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.35802 s, avg_samples: 256.0, ips: 715.05019 samples/s, eta: 6:46:48 +[2025/07/23 03:31:40] openrec INFO: cur metric, acc: 0.9366721841381455, norm_edit_dis: 0.9769552272417972, num_samples: 7248, fps: 2830.851434174541 +[2025/07/23 03:31:40] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 03:31:40] openrec INFO: best metric, acc: 0.9366721841381455, norm_edit_dis: 0.9769552272417972, num_samples: 7248, fps: 2830.851434174541, best_epoch: 27 +[2025/07/23 03:31:44] openrec INFO: epoch: [27/60], global_step: 44510, lr: 0.000316, loss: 0.235390, avg_reader_cost: 0.41978 s, avg_batch_cost: 0.77075 s, avg_samples: 256.0, ips: 332.14399 samples/s, eta: 6:46:48 +[2025/07/23 03:31:48] openrec INFO: epoch: [27/60], global_step: 44520, lr: 0.000316, loss: 0.232146, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.38061 s, avg_samples: 256.0, ips: 672.60242 samples/s, eta: 6:46:43 +[2025/07/23 03:31:51] openrec INFO: epoch: [27/60], global_step: 44530, lr: 0.000316, loss: 0.232146, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.38156 s, avg_samples: 256.0, ips: 670.93617 samples/s, eta: 6:46:37 +[2025/07/23 03:31:55] openrec INFO: epoch: [27/60], global_step: 44540, lr: 0.000316, loss: 0.239039, avg_reader_cost: 0.00934 s, avg_batch_cost: 0.37856 s, avg_samples: 256.0, ips: 676.24096 samples/s, eta: 6:46:32 +[2025/07/23 03:31:59] openrec INFO: epoch: [27/60], global_step: 44550, lr: 0.000316, loss: 0.224908, avg_reader_cost: 0.00915 s, avg_batch_cost: 0.35292 s, avg_samples: 256.0, ips: 725.37728 samples/s, eta: 6:46:27 +[2025/07/23 03:32:02] openrec INFO: epoch: [27/60], global_step: 44560, lr: 0.000316, loss: 0.227016, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.36352 s, avg_samples: 256.0, ips: 704.22512 samples/s, eta: 6:46:21 +[2025/07/23 03:32:06] openrec INFO: epoch: [27/60], global_step: 44570, lr: 0.000316, loss: 0.265785, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.35056 s, avg_samples: 256.0, ips: 730.25733 samples/s, eta: 6:46:16 +[2025/07/23 03:32:10] openrec INFO: epoch: [27/60], global_step: 44580, lr: 0.000316, loss: 0.276630, avg_reader_cost: 0.00915 s, avg_batch_cost: 0.37269 s, avg_samples: 256.0, ips: 686.89302 samples/s, eta: 6:46:10 +[2025/07/23 03:32:13] openrec INFO: epoch: [27/60], global_step: 44590, lr: 0.000316, loss: 0.276824, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.35883 s, avg_samples: 256.0, ips: 713.42929 samples/s, eta: 6:46:05 +[2025/07/23 03:32:17] openrec INFO: epoch: [27/60], global_step: 44600, lr: 0.000316, loss: 0.225462, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.34979 s, avg_samples: 256.0, ips: 731.86086 samples/s, eta: 6:45:59 +[2025/07/23 03:32:20] openrec INFO: epoch: [27/60], global_step: 44610, lr: 0.000316, loss: 0.220891, avg_reader_cost: 0.00894 s, avg_batch_cost: 0.35656 s, avg_samples: 256.0, ips: 717.96416 samples/s, eta: 6:45:54 +[2025/07/23 03:32:24] openrec INFO: epoch: [27/60], global_step: 44620, lr: 0.000316, loss: 0.229243, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.37214 s, avg_samples: 256.0, ips: 687.91747 samples/s, eta: 6:45:49 +[2025/07/23 03:32:39] openrec INFO: cur metric, acc: 0.9352924931908216, norm_edit_dis: 0.9758957304918906, num_samples: 7248, fps: 522.6566269954917 +[2025/07/23 03:32:39] openrec INFO: best metric, acc: 0.9366721841381455, norm_edit_dis: 0.9769552272417972, num_samples: 7248, fps: 2830.851434174541, best_epoch: 27 +[2025/07/23 03:32:41] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 03:32:41] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_27.pth +[2025/07/23 03:32:41] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep8/gpu2_ep8 +[2025/07/23 03:32:41] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep8/gpu3_ep8 +[2025/07/23 03:32:41] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep8/gpu1_ep8 +[2025/07/23 03:32:41] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep8/gpu0_ep8 +[2025/07/23 03:32:50] openrec INFO: 0 +[2025/07/23 03:32:50] openrec INFO: 792214 +[2025/07/23 03:32:50] openrec INFO: 960394 +[2025/07/23 03:32:51] openrec INFO: 667152 +[2025/07/23 03:32:51] openrec INFO: 999395 +[2025/07/23 03:32:57] openrec INFO: epoch: [28/60], global_step: 44630, lr: 0.000316, loss: 0.248803, avg_reader_cost: 2.95097 s, avg_batch_cost: 3.28545 s, avg_samples: 256.0, ips: 77.91928 samples/s, eta: 6:46:05 +[2025/07/23 03:33:00] openrec INFO: epoch: [28/60], global_step: 44640, lr: 0.000315, loss: 0.260387, avg_reader_cost: 0.00917 s, avg_batch_cost: 0.35108 s, avg_samples: 256.0, ips: 729.17866 samples/s, eta: 6:45:59 +[2025/07/23 03:33:04] openrec INFO: epoch: [28/60], global_step: 44650, lr: 0.000315, loss: 0.255791, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.37436 s, avg_samples: 256.0, ips: 683.83472 samples/s, eta: 6:45:54 +[2025/07/23 03:33:08] openrec INFO: epoch: [28/60], global_step: 44660, lr: 0.000315, loss: 0.269666, avg_reader_cost: 0.01362 s, avg_batch_cost: 0.35938 s, avg_samples: 256.0, ips: 712.34438 samples/s, eta: 6:45:49 +[2025/07/23 03:33:11] openrec INFO: epoch: [28/60], global_step: 44670, lr: 0.000315, loss: 0.286056, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.36627 s, avg_samples: 256.0, ips: 698.94373 samples/s, eta: 6:45:43 +[2025/07/23 03:33:15] openrec INFO: epoch: [28/60], global_step: 44680, lr: 0.000315, loss: 0.272078, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.35088 s, avg_samples: 256.0, ips: 729.59212 samples/s, eta: 6:45:38 +[2025/07/23 03:33:19] openrec INFO: epoch: [28/60], global_step: 44690, lr: 0.000315, loss: 0.253994, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.36745 s, avg_samples: 256.0, ips: 696.69162 samples/s, eta: 6:45:32 +[2025/07/23 03:33:22] openrec INFO: epoch: [28/60], global_step: 44700, lr: 0.000315, loss: 0.243138, avg_reader_cost: 0.00942 s, avg_batch_cost: 0.35872 s, avg_samples: 256.0, ips: 713.64266 samples/s, eta: 6:45:27 +[2025/07/23 03:33:26] openrec INFO: epoch: [28/60], global_step: 44710, lr: 0.000315, loss: 0.238656, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.36570 s, avg_samples: 256.0, ips: 700.02948 samples/s, eta: 6:45:22 +[2025/07/23 03:33:29] openrec INFO: epoch: [28/60], global_step: 44720, lr: 0.000315, loss: 0.240017, avg_reader_cost: 0.00851 s, avg_batch_cost: 0.36088 s, avg_samples: 256.0, ips: 709.37039 samples/s, eta: 6:45:16 +[2025/07/23 03:33:33] openrec INFO: epoch: [28/60], global_step: 44730, lr: 0.000315, loss: 0.232841, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.34904 s, avg_samples: 256.0, ips: 733.44829 samples/s, eta: 6:45:11 +[2025/07/23 03:33:37] openrec INFO: epoch: [28/60], global_step: 44740, lr: 0.000315, loss: 0.230512, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.36057 s, avg_samples: 256.0, ips: 709.98710 samples/s, eta: 6:45:05 +[2025/07/23 03:33:41] openrec INFO: epoch: [28/60], global_step: 44750, lr: 0.000315, loss: 0.233537, avg_reader_cost: 0.01036 s, avg_batch_cost: 0.40166 s, avg_samples: 256.0, ips: 637.35276 samples/s, eta: 6:45:00 +[2025/07/23 03:33:44] openrec INFO: epoch: [28/60], global_step: 44760, lr: 0.000315, loss: 0.254691, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.36649 s, avg_samples: 256.0, ips: 698.51859 samples/s, eta: 6:44:55 +[2025/07/23 03:33:48] openrec INFO: epoch: [28/60], global_step: 44770, lr: 0.000314, loss: 0.248937, avg_reader_cost: 0.00929 s, avg_batch_cost: 0.35460 s, avg_samples: 256.0, ips: 721.93089 samples/s, eta: 6:44:49 +[2025/07/23 03:33:51] openrec INFO: epoch: [28/60], global_step: 44780, lr: 0.000314, loss: 0.215774, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.34743 s, avg_samples: 256.0, ips: 736.83849 samples/s, eta: 6:44:44 +[2025/07/23 03:33:55] openrec INFO: epoch: [28/60], global_step: 44790, lr: 0.000314, loss: 0.247370, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.38145 s, avg_samples: 256.0, ips: 671.11473 samples/s, eta: 6:44:39 +[2025/07/23 03:33:59] openrec INFO: epoch: [28/60], global_step: 44800, lr: 0.000314, loss: 0.251275, avg_reader_cost: 0.00937 s, avg_batch_cost: 0.37588 s, avg_samples: 256.0, ips: 681.07157 samples/s, eta: 6:44:33 +[2025/07/23 03:34:03] openrec INFO: epoch: [28/60], global_step: 44810, lr: 0.000314, loss: 0.252663, avg_reader_cost: 0.00938 s, avg_batch_cost: 0.36651 s, avg_samples: 256.0, ips: 698.48265 samples/s, eta: 6:44:28 +[2025/07/23 03:34:06] openrec INFO: epoch: [28/60], global_step: 44820, lr: 0.000314, loss: 0.255866, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.36422 s, avg_samples: 256.0, ips: 702.87355 samples/s, eta: 6:44:23 +[2025/07/23 03:34:10] openrec INFO: epoch: [28/60], global_step: 44830, lr: 0.000314, loss: 0.251469, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.35406 s, avg_samples: 256.0, ips: 723.03373 samples/s, eta: 6:44:17 +[2025/07/23 03:34:13] openrec INFO: epoch: [28/60], global_step: 44840, lr: 0.000314, loss: 0.216283, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.35550 s, avg_samples: 256.0, ips: 720.11062 samples/s, eta: 6:44:12 +[2025/07/23 03:34:17] openrec INFO: epoch: [28/60], global_step: 44850, lr: 0.000314, loss: 0.220156, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.36348 s, avg_samples: 256.0, ips: 704.29805 samples/s, eta: 6:44:06 +[2025/07/23 03:34:21] openrec INFO: epoch: [28/60], global_step: 44860, lr: 0.000314, loss: 0.249347, avg_reader_cost: 0.00918 s, avg_batch_cost: 0.37402 s, avg_samples: 256.0, ips: 684.45327 samples/s, eta: 6:44:01 +[2025/07/23 03:34:25] openrec INFO: epoch: [28/60], global_step: 44870, lr: 0.000314, loss: 0.237042, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.36973 s, avg_samples: 256.0, ips: 692.40614 samples/s, eta: 6:43:56 +[2025/07/23 03:34:28] openrec INFO: epoch: [28/60], global_step: 44880, lr: 0.000314, loss: 0.220267, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.35195 s, avg_samples: 256.0, ips: 727.37343 samples/s, eta: 6:43:50 +[2025/07/23 03:34:32] openrec INFO: epoch: [28/60], global_step: 44890, lr: 0.000313, loss: 0.205933, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.36771 s, avg_samples: 256.0, ips: 696.20678 samples/s, eta: 6:43:45 +[2025/07/23 03:34:36] openrec INFO: epoch: [28/60], global_step: 44900, lr: 0.000313, loss: 0.211798, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.37606 s, avg_samples: 256.0, ips: 680.74755 samples/s, eta: 6:43:40 +[2025/07/23 03:34:39] openrec INFO: epoch: [28/60], global_step: 44910, lr: 0.000313, loss: 0.233117, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.35276 s, avg_samples: 256.0, ips: 725.70502 samples/s, eta: 6:43:34 +[2025/07/23 03:34:43] openrec INFO: epoch: [28/60], global_step: 44920, lr: 0.000313, loss: 0.229659, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.36325 s, avg_samples: 256.0, ips: 704.75838 samples/s, eta: 6:43:29 +[2025/07/23 03:34:46] openrec INFO: epoch: [28/60], global_step: 44930, lr: 0.000313, loss: 0.227590, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.36901 s, avg_samples: 256.0, ips: 693.75577 samples/s, eta: 6:43:24 +[2025/07/23 03:34:50] openrec INFO: epoch: [28/60], global_step: 44940, lr: 0.000313, loss: 0.228998, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.35311 s, avg_samples: 256.0, ips: 724.98444 samples/s, eta: 6:43:18 +[2025/07/23 03:34:53] openrec INFO: epoch: [28/60], global_step: 44950, lr: 0.000313, loss: 0.245990, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.34755 s, avg_samples: 256.0, ips: 736.57600 samples/s, eta: 6:43:13 +[2025/07/23 03:34:57] openrec INFO: epoch: [28/60], global_step: 44960, lr: 0.000313, loss: 0.261049, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.39971 s, avg_samples: 256.0, ips: 640.46099 samples/s, eta: 6:43:08 +[2025/07/23 03:35:01] openrec INFO: epoch: [28/60], global_step: 44970, lr: 0.000313, loss: 0.259875, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.35349 s, avg_samples: 256.0, ips: 724.20901 samples/s, eta: 6:43:02 +[2025/07/23 03:35:05] openrec INFO: epoch: [28/60], global_step: 44980, lr: 0.000313, loss: 0.212059, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.35338 s, avg_samples: 256.0, ips: 724.43827 samples/s, eta: 6:42:57 +[2025/07/23 03:35:08] openrec INFO: epoch: [28/60], global_step: 44990, lr: 0.000313, loss: 0.237623, avg_reader_cost: 0.00926 s, avg_batch_cost: 0.35770 s, avg_samples: 256.0, ips: 715.67621 samples/s, eta: 6:42:51 +[2025/07/23 03:35:12] openrec INFO: epoch: [28/60], global_step: 45000, lr: 0.000313, loss: 0.275363, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.38531 s, avg_samples: 256.0, ips: 664.39684 samples/s, eta: 6:42:46 +[2025/07/23 03:35:16] openrec INFO: cur metric, acc: 0.9332229567698359, norm_edit_dis: 0.9764687560857354, num_samples: 7248, fps: 2825.5126827490576 +[2025/07/23 03:35:16] openrec INFO: best metric, acc: 0.9366721841381455, norm_edit_dis: 0.9769552272417972, num_samples: 7248, fps: 2830.851434174541, best_epoch: 27 +[2025/07/23 03:35:19] openrec INFO: epoch: [28/60], global_step: 45010, lr: 0.000313, loss: 0.251226, avg_reader_cost: 0.37027 s, avg_batch_cost: 0.73985 s, avg_samples: 256.0, ips: 346.01795 samples/s, eta: 6:42:45 +[2025/07/23 03:35:23] openrec INFO: epoch: [28/60], global_step: 45020, lr: 0.000312, loss: 0.233390, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.36439 s, avg_samples: 256.0, ips: 702.55167 samples/s, eta: 6:42:40 +[2025/07/23 03:35:27] openrec INFO: epoch: [28/60], global_step: 45030, lr: 0.000312, loss: 0.246477, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.35423 s, avg_samples: 256.0, ips: 722.69726 samples/s, eta: 6:42:34 +[2025/07/23 03:35:30] openrec INFO: epoch: [28/60], global_step: 45040, lr: 0.000312, loss: 0.239632, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.35493 s, avg_samples: 256.0, ips: 721.27902 samples/s, eta: 6:42:29 +[2025/07/23 03:35:34] openrec INFO: epoch: [28/60], global_step: 45050, lr: 0.000312, loss: 0.227629, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.37560 s, avg_samples: 256.0, ips: 681.58059 samples/s, eta: 6:42:24 +[2025/07/23 03:35:38] openrec INFO: epoch: [28/60], global_step: 45060, lr: 0.000312, loss: 0.235496, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.36411 s, avg_samples: 256.0, ips: 703.08563 samples/s, eta: 6:42:18 +[2025/07/23 03:35:41] openrec INFO: epoch: [28/60], global_step: 45070, lr: 0.000312, loss: 0.223926, avg_reader_cost: 0.00944 s, avg_batch_cost: 0.36605 s, avg_samples: 256.0, ips: 699.35531 samples/s, eta: 6:42:13 +[2025/07/23 03:35:45] openrec INFO: epoch: [28/60], global_step: 45080, lr: 0.000312, loss: 0.228501, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.35655 s, avg_samples: 256.0, ips: 717.99974 samples/s, eta: 6:42:08 +[2025/07/23 03:35:48] openrec INFO: epoch: [28/60], global_step: 45090, lr: 0.000312, loss: 0.248201, avg_reader_cost: 0.00903 s, avg_batch_cost: 0.34539 s, avg_samples: 256.0, ips: 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+[2025/07/23 03:36:39] openrec INFO: epoch: [28/60], global_step: 45190, lr: 0.000311, loss: 0.226443, avg_reader_cost: 0.00891 s, avg_batch_cost: 0.36003 s, avg_samples: 256.0, ips: 711.04426 samples/s, eta: 6:41:25 +[2025/07/23 03:36:42] openrec INFO: epoch: [28/60], global_step: 45200, lr: 0.000311, loss: 0.248745, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.35926 s, avg_samples: 256.0, ips: 712.57498 samples/s, eta: 6:41:20 +[2025/07/23 03:36:46] openrec INFO: epoch: [28/60], global_step: 45210, lr: 0.000311, loss: 0.246812, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.37703 s, avg_samples: 256.0, ips: 678.99752 samples/s, eta: 6:41:15 +[2025/07/23 03:36:50] openrec INFO: epoch: [28/60], global_step: 45220, lr: 0.000311, loss: 0.235107, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.36388 s, avg_samples: 256.0, ips: 703.53617 samples/s, eta: 6:41:09 +[2025/07/23 03:36:53] openrec INFO: epoch: [28/60], global_step: 45230, lr: 0.000311, loss: 0.252949, avg_reader_cost: 0.00902 s, 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[28/60], global_step: 45280, lr: 0.000310, loss: 0.223328, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.36039 s, avg_samples: 256.0, ips: 710.33331 samples/s, eta: 6:40:37 +[2025/07/23 03:37:15] openrec INFO: epoch: [28/60], global_step: 45290, lr: 0.000310, loss: 0.231368, avg_reader_cost: 0.00922 s, avg_batch_cost: 0.37940 s, avg_samples: 256.0, ips: 674.75306 samples/s, eta: 6:40:32 +[2025/07/23 03:37:19] openrec INFO: epoch: [28/60], global_step: 45300, lr: 0.000310, loss: 0.225825, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.38818 s, avg_samples: 256.0, ips: 659.48747 samples/s, eta: 6:40:27 +[2025/07/23 03:37:23] openrec INFO: epoch: [28/60], global_step: 45310, lr: 0.000310, loss: 0.217770, avg_reader_cost: 0.00901 s, avg_batch_cost: 0.35253 s, avg_samples: 256.0, ips: 726.17167 samples/s, eta: 6:40:22 +[2025/07/23 03:37:26] openrec INFO: epoch: [28/60], global_step: 45320, lr: 0.000310, loss: 0.225685, avg_reader_cost: 0.00896 s, avg_batch_cost: 0.36748 s, avg_samples: 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loss: 0.236894, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.37012 s, avg_samples: 256.0, ips: 691.66480 samples/s, eta: 6:39:50 +[2025/07/23 03:37:49] openrec INFO: epoch: [28/60], global_step: 45380, lr: 0.000310, loss: 0.233533, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.35983 s, avg_samples: 256.0, ips: 711.44392 samples/s, eta: 6:39:45 +[2025/07/23 03:37:53] openrec INFO: epoch: [28/60], global_step: 45390, lr: 0.000309, loss: 0.214308, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.39507 s, avg_samples: 256.0, ips: 647.98326 samples/s, eta: 6:39:40 +[2025/07/23 03:37:56] openrec INFO: epoch: [28/60], global_step: 45400, lr: 0.000309, loss: 0.221863, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.35221 s, avg_samples: 256.0, ips: 726.84634 samples/s, eta: 6:39:34 +[2025/07/23 03:38:00] openrec INFO: epoch: [28/60], global_step: 45410, lr: 0.000309, loss: 0.261100, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.35106 s, avg_samples: 256.0, ips: 729.22744 samples/s, eta: 6:39:29 +[2025/07/23 03:38:04] openrec INFO: epoch: [28/60], global_step: 45420, lr: 0.000309, loss: 0.238176, avg_reader_cost: 0.00932 s, avg_batch_cost: 0.39413 s, avg_samples: 256.0, ips: 649.53551 samples/s, eta: 6:39:24 +[2025/07/23 03:38:08] openrec INFO: epoch: [28/60], global_step: 45430, lr: 0.000309, loss: 0.240346, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.37400 s, avg_samples: 256.0, ips: 684.48294 samples/s, eta: 6:39:19 +[2025/07/23 03:38:11] openrec INFO: epoch: [28/60], global_step: 45440, lr: 0.000309, loss: 0.254776, avg_reader_cost: 0.00925 s, avg_batch_cost: 0.36912 s, avg_samples: 256.0, ips: 693.54780 samples/s, eta: 6:39:13 +[2025/07/23 03:38:15] openrec INFO: epoch: [28/60], global_step: 45450, lr: 0.000309, loss: 0.254776, avg_reader_cost: 0.00929 s, avg_batch_cost: 0.36020 s, avg_samples: 256.0, ips: 710.70926 samples/s, eta: 6:39:08 +[2025/07/23 03:38:18] openrec INFO: epoch: [28/60], global_step: 45460, lr: 0.000309, loss: 0.254057, avg_reader_cost: 0.00875 s, 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metric, acc: 0.9329470185803711, norm_edit_dis: 0.9752545139104787, num_samples: 7248, fps: 2822.13322205827 +[2025/07/23 03:38:37] openrec INFO: best metric, acc: 0.9366721841381455, norm_edit_dis: 0.9769552272417972, num_samples: 7248, fps: 2830.851434174541, best_epoch: 27 +[2025/07/23 03:38:41] openrec INFO: epoch: [28/60], global_step: 45510, lr: 0.000309, loss: 0.231886, avg_reader_cost: 0.37202 s, avg_batch_cost: 0.75256 s, avg_samples: 256.0, ips: 340.17033 samples/s, eta: 6:38:41 +[2025/07/23 03:38:45] openrec INFO: epoch: [28/60], global_step: 45520, lr: 0.000308, loss: 0.228339, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.36936 s, avg_samples: 256.0, ips: 693.08638 samples/s, eta: 6:38:36 +[2025/07/23 03:38:49] openrec INFO: epoch: [28/60], global_step: 45530, lr: 0.000308, loss: 0.230629, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.38257 s, avg_samples: 256.0, ips: 669.15528 samples/s, eta: 6:38:31 +[2025/07/23 03:38:52] openrec INFO: epoch: [28/60], global_step: 45540, 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INFO: epoch: [28/60], global_step: 45680, lr: 0.000307, loss: 0.244386, avg_reader_cost: 0.00909 s, avg_batch_cost: 0.36674 s, avg_samples: 256.0, ips: 698.05058 samples/s, eta: 6:37:12 +[2025/07/23 03:39:48] openrec INFO: epoch: [28/60], global_step: 45690, lr: 0.000307, loss: 0.226627, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.37030 s, avg_samples: 256.0, ips: 691.33508 samples/s, eta: 6:37:07 +[2025/07/23 03:39:52] openrec INFO: epoch: [28/60], global_step: 45700, lr: 0.000307, loss: 0.230819, avg_reader_cost: 0.00900 s, avg_batch_cost: 0.36323 s, avg_samples: 256.0, ips: 704.78475 samples/s, eta: 6:37:02 +[2025/07/23 03:39:55] openrec INFO: epoch: [28/60], global_step: 45710, lr: 0.000307, loss: 0.248161, avg_reader_cost: 0.01075 s, avg_batch_cost: 0.35273 s, avg_samples: 256.0, ips: 725.77119 samples/s, eta: 6:36:56 +[2025/07/23 03:39:59] openrec INFO: epoch: [28/60], global_step: 45720, lr: 0.000307, loss: 0.228211, avg_reader_cost: 0.00899 s, avg_batch_cost: 0.36977 s, 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lr: 0.000306, loss: 0.258721, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.35730 s, avg_samples: 256.0, ips: 716.48810 samples/s, eta: 6:36:24 +[2025/07/23 03:40:21] openrec INFO: epoch: [28/60], global_step: 45780, lr: 0.000306, loss: 0.257555, avg_reader_cost: 0.00929 s, avg_batch_cost: 0.37360 s, avg_samples: 256.0, ips: 685.21976 samples/s, eta: 6:36:19 +[2025/07/23 03:40:25] openrec INFO: epoch: [28/60], global_step: 45790, lr: 0.000306, loss: 0.259046, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.36219 s, avg_samples: 256.0, ips: 706.81174 samples/s, eta: 6:36:14 +[2025/07/23 03:40:28] openrec INFO: epoch: [28/60], global_step: 45800, lr: 0.000306, loss: 0.250158, avg_reader_cost: 0.00927 s, avg_batch_cost: 0.36520 s, avg_samples: 256.0, ips: 700.99387 samples/s, eta: 6:36:09 +[2025/07/23 03:40:32] openrec INFO: epoch: [28/60], global_step: 45810, lr: 0.000306, loss: 0.223542, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.35200 s, avg_samples: 256.0, ips: 727.26574 samples/s, eta: 6:36:03 +[2025/07/23 03:40:36] openrec INFO: epoch: [28/60], global_step: 45820, lr: 0.000306, loss: 0.197280, avg_reader_cost: 0.00847 s, avg_batch_cost: 0.36554 s, avg_samples: 256.0, ips: 700.32936 samples/s, eta: 6:35:58 +[2025/07/23 03:40:39] openrec INFO: epoch: [28/60], global_step: 45830, lr: 0.000306, loss: 0.229476, avg_reader_cost: 0.01369 s, avg_batch_cost: 0.37467 s, avg_samples: 256.0, ips: 683.27589 samples/s, eta: 6:35:53 +[2025/07/23 03:40:43] openrec INFO: epoch: [28/60], global_step: 45840, lr: 0.000306, loss: 0.256477, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.36796 s, avg_samples: 256.0, ips: 695.73321 samples/s, eta: 6:35:47 +[2025/07/23 03:40:47] openrec INFO: epoch: [28/60], global_step: 45850, lr: 0.000306, loss: 0.243559, avg_reader_cost: 0.00857 s, avg_batch_cost: 0.35513 s, avg_samples: 256.0, ips: 720.85280 samples/s, eta: 6:35:42 +[2025/07/23 03:40:51] openrec INFO: epoch: [28/60], global_step: 45860, lr: 0.000306, loss: 0.239496, avg_reader_cost: 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INFO: epoch: [28/60], global_step: 45910, lr: 0.000305, loss: 0.237185, avg_reader_cost: 0.00872 s, avg_batch_cost: 0.35519 s, avg_samples: 256.0, ips: 720.73411 samples/s, eta: 6:35:11 +[2025/07/23 03:41:13] openrec INFO: epoch: [28/60], global_step: 45920, lr: 0.000305, loss: 0.222530, avg_reader_cost: 0.00895 s, avg_batch_cost: 0.36744 s, avg_samples: 256.0, ips: 696.70378 samples/s, eta: 6:35:05 +[2025/07/23 03:41:16] openrec INFO: epoch: [28/60], global_step: 45930, lr: 0.000305, loss: 0.231861, avg_reader_cost: 0.00955 s, avg_batch_cost: 0.37191 s, avg_samples: 256.0, ips: 688.33015 samples/s, eta: 6:35:00 +[2025/07/23 03:41:20] openrec INFO: epoch: [28/60], global_step: 45940, lr: 0.000305, loss: 0.209314, avg_reader_cost: 0.00940 s, avg_batch_cost: 0.35253 s, avg_samples: 256.0, ips: 726.18031 samples/s, eta: 6:34:55 +[2025/07/23 03:41:24] openrec INFO: epoch: [28/60], global_step: 45950, lr: 0.000305, loss: 0.236711, avg_reader_cost: 0.00856 s, avg_batch_cost: 0.35800 s, avg_samples: 256.0, ips: 715.09110 samples/s, eta: 6:34:49 +[2025/07/23 03:41:27] openrec INFO: epoch: [28/60], global_step: 45960, lr: 0.000305, loss: 0.237781, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.37201 s, avg_samples: 256.0, ips: 688.16225 samples/s, eta: 6:34:44 +[2025/07/23 03:41:31] openrec INFO: epoch: [28/60], global_step: 45970, lr: 0.000305, loss: 0.229417, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.36683 s, avg_samples: 256.0, ips: 697.87523 samples/s, eta: 6:34:39 +[2025/07/23 03:41:35] openrec INFO: epoch: [28/60], global_step: 45980, lr: 0.000305, loss: 0.245275, avg_reader_cost: 0.01275 s, avg_batch_cost: 0.36750 s, avg_samples: 256.0, ips: 696.60145 samples/s, eta: 6:34:34 +[2025/07/23 03:41:38] openrec INFO: epoch: [28/60], global_step: 45990, lr: 0.000305, loss: 0.242931, avg_reader_cost: 0.00827 s, avg_batch_cost: 0.35039 s, avg_samples: 256.0, ips: 730.60490 samples/s, eta: 6:34:28 +[2025/07/23 03:41:42] openrec INFO: epoch: [28/60], global_step: 46000, lr: 0.000305, loss: 0.250503, avg_reader_cost: 0.00898 s, avg_batch_cost: 0.35908 s, avg_samples: 256.0, ips: 712.94047 samples/s, eta: 6:34:23 +[2025/07/23 03:41:45] openrec INFO: cur metric, acc: 0.9311534203488502, norm_edit_dis: 0.9751673958128714, num_samples: 7248, fps: 2810.152104560238 +[2025/07/23 03:41:45] openrec INFO: best metric, acc: 0.9366721841381455, norm_edit_dis: 0.9769552272417972, num_samples: 7248, fps: 2830.851434174541, best_epoch: 27 +[2025/07/23 03:41:49] openrec INFO: epoch: [28/60], global_step: 46010, lr: 0.000304, loss: 0.241839, avg_reader_cost: 0.37384 s, avg_batch_cost: 0.72763 s, avg_samples: 256.0, ips: 351.82958 samples/s, eta: 6:34:22 +[2025/07/23 03:41:53] openrec INFO: epoch: [28/60], global_step: 46020, lr: 0.000304, loss: 0.214890, avg_reader_cost: 0.00921 s, avg_batch_cost: 0.35434 s, avg_samples: 256.0, ips: 722.47071 samples/s, eta: 6:34:16 +[2025/07/23 03:41:56] openrec INFO: epoch: [28/60], global_step: 46030, lr: 0.000304, loss: 0.257355, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.35559 s, avg_samples: 256.0, ips: 719.92570 samples/s, eta: 6:34:11 +[2025/07/23 03:42:00] openrec INFO: epoch: [28/60], global_step: 46040, lr: 0.000304, loss: 0.271675, avg_reader_cost: 0.00867 s, avg_batch_cost: 0.34893 s, avg_samples: 256.0, ips: 733.67386 samples/s, eta: 6:34:06 +[2025/07/23 03:42:03] openrec INFO: epoch: [28/60], global_step: 46050, lr: 0.000304, loss: 0.255264, avg_reader_cost: 0.01096 s, avg_batch_cost: 0.37316 s, avg_samples: 256.0, ips: 686.03665 samples/s, eta: 6:34:00 +[2025/07/23 03:42:07] openrec INFO: epoch: [28/60], global_step: 46060, lr: 0.000304, loss: 0.244190, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.35817 s, avg_samples: 256.0, ips: 714.74300 samples/s, eta: 6:33:55 +[2025/07/23 03:42:11] openrec INFO: epoch: [28/60], global_step: 46070, lr: 0.000304, loss: 0.215718, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.37768 s, avg_samples: 256.0, ips: 677.82076 samples/s, eta: 6:33:50 +[2025/07/23 03:42:15] openrec INFO: epoch: [28/60], global_step: 46080, lr: 0.000304, loss: 0.214796, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.39034 s, avg_samples: 256.0, ips: 655.83122 samples/s, eta: 6:33:45 +[2025/07/23 03:42:19] openrec INFO: epoch: [28/60], global_step: 46090, lr: 0.000304, loss: 0.242927, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.40566 s, avg_samples: 256.0, ips: 631.06422 samples/s, eta: 6:33:40 +[2025/07/23 03:42:23] openrec INFO: epoch: [28/60], global_step: 46100, lr: 0.000304, loss: 0.248261, avg_reader_cost: 0.00906 s, avg_batch_cost: 0.37316 s, avg_samples: 256.0, ips: 686.02701 samples/s, eta: 6:33:35 +[2025/07/23 03:42:26] openrec INFO: epoch: [28/60], global_step: 46110, lr: 0.000304, loss: 0.232964, avg_reader_cost: 0.00905 s, avg_batch_cost: 0.37748 s, avg_samples: 256.0, ips: 678.17480 samples/s, eta: 6:33:30 +[2025/07/23 03:42:30] openrec INFO: epoch: [28/60], global_step: 46120, lr: 0.000304, loss: 0.211490, avg_reader_cost: 0.00923 s, avg_batch_cost: 0.37708 s, avg_samples: 256.0, ips: 678.90728 samples/s, eta: 6:33:25 +[2025/07/23 03:42:34] openrec INFO: epoch: [28/60], global_step: 46130, lr: 0.000304, loss: 0.221637, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.39608 s, avg_samples: 256.0, ips: 646.34175 samples/s, eta: 6:33:20 +[2025/07/23 03:42:38] openrec INFO: epoch: [28/60], global_step: 46140, lr: 0.000303, loss: 0.240913, avg_reader_cost: 0.00938 s, avg_batch_cost: 0.36919 s, avg_samples: 256.0, ips: 693.41872 samples/s, eta: 6:33:14 +[2025/07/23 03:42:42] openrec INFO: epoch: [28/60], global_step: 46150, lr: 0.000303, loss: 0.233727, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.39467 s, avg_samples: 256.0, ips: 648.63975 samples/s, eta: 6:33:10 +[2025/07/23 03:42:45] openrec INFO: epoch: [28/60], global_step: 46160, lr: 0.000303, loss: 0.238285, avg_reader_cost: 0.00902 s, avg_batch_cost: 0.35432 s, avg_samples: 256.0, ips: 722.51782 samples/s, eta: 6:33:04 +[2025/07/23 03:42:49] openrec INFO: epoch: [28/60], global_step: 46170, lr: 0.000303, loss: 0.210269, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.36200 s, avg_samples: 256.0, ips: 707.17727 samples/s, eta: 6:32:59 +[2025/07/23 03:42:53] openrec INFO: epoch: [28/60], global_step: 46180, lr: 0.000303, loss: 0.205897, avg_reader_cost: 0.00932 s, avg_batch_cost: 0.37036 s, avg_samples: 256.0, ips: 691.21096 samples/s, eta: 6:32:54 +[2025/07/23 03:42:56] openrec INFO: epoch: [28/60], global_step: 46190, lr: 0.000303, loss: 0.250466, avg_reader_cost: 0.00894 s, avg_batch_cost: 0.35472 s, avg_samples: 256.0, ips: 721.69235 samples/s, eta: 6:32:48 +[2025/07/23 03:43:00] openrec INFO: epoch: [28/60], global_step: 46200, lr: 0.000303, loss: 0.257607, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.36578 s, avg_samples: 256.0, ips: 699.88004 samples/s, eta: 6:32:43 +[2025/07/23 03:43:04] openrec INFO: epoch: [28/60], global_step: 46210, lr: 0.000303, loss: 0.256505, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.39772 s, avg_samples: 256.0, ips: 643.66910 samples/s, eta: 6:32:38 +[2025/07/23 03:43:08] openrec INFO: epoch: [28/60], global_step: 46220, lr: 0.000303, loss: 0.253681, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.38768 s, avg_samples: 256.0, ips: 660.34503 samples/s, eta: 6:32:33 +[2025/07/23 03:43:11] openrec INFO: epoch: [28/60], global_step: 46230, lr: 0.000303, loss: 0.264183, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.37653 s, avg_samples: 256.0, ips: 679.88702 samples/s, eta: 6:32:28 +[2025/07/23 03:43:15] openrec INFO: epoch: [28/60], global_step: 46240, lr: 0.000303, loss: 0.262954, avg_reader_cost: 0.00925 s, avg_batch_cost: 0.37315 s, avg_samples: 256.0, ips: 686.04827 samples/s, eta: 6:32:23 +[2025/07/23 03:43:19] openrec INFO: epoch: [28/60], global_step: 46250, lr: 0.000303, loss: 0.226649, avg_reader_cost: 0.00897 s, avg_batch_cost: 0.36452 s, avg_samples: 256.0, ips: 702.28791 samples/s, eta: 6:32:17 +[2025/07/23 03:43:23] openrec INFO: epoch: [28/60], global_step: 46260, lr: 0.000302, loss: 0.230145, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.39148 s, avg_samples: 256.0, ips: 653.92989 samples/s, eta: 6:32:13 +[2025/07/23 03:43:26] openrec INFO: epoch: [28/60], global_step: 46270, lr: 0.000302, loss: 0.249676, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.36425 s, avg_samples: 256.0, ips: 702.81144 samples/s, eta: 6:32:07 +[2025/07/23 03:43:30] openrec INFO: epoch: [28/60], global_step: 46280, lr: 0.000302, loss: 0.236815, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.37647 s, avg_samples: 256.0, ips: 680.00534 samples/s, eta: 6:32:02 +[2025/07/23 03:43:34] openrec INFO: epoch: [28/60], global_step: 46290, lr: 0.000302, loss: 0.251108, avg_reader_cost: 0.00866 s, avg_batch_cost: 0.39968 s, avg_samples: 256.0, ips: 640.51295 samples/s, eta: 6:31:57 +[2025/07/23 03:43:50] openrec INFO: cur metric, acc: 0.9319812349172445, norm_edit_dis: 0.9753985393693652, num_samples: 7248, fps: 504.69374243029495 +[2025/07/23 03:43:50] openrec INFO: best metric, acc: 0.9366721841381455, norm_edit_dis: 0.9769552272417972, num_samples: 7248, fps: 2830.851434174541, best_epoch: 27 +[2025/07/23 03:43:51] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 03:43:52] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_28.pth +[2025/07/23 03:43:52] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep9/gpu2_ep9 +[2025/07/23 03:43:52] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep9/gpu0_ep9 +[2025/07/23 03:43:52] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep9/gpu1_ep9 +[2025/07/23 03:43:52] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep9/gpu3_ep9 +[2025/07/23 03:44:02] openrec INFO: 0 +[2025/07/23 03:44:02] openrec INFO: 789125 +[2025/07/23 03:44:02] openrec INFO: 961423 +[2025/07/23 03:44:02] openrec INFO: 667002 +[2025/07/23 03:44:02] openrec INFO: 997874 +[2025/07/23 03:44:08] openrec INFO: epoch: [29/60], global_step: 46300, lr: 0.000302, loss: 0.262370, avg_reader_cost: 3.00456 s, avg_batch_cost: 3.34818 s, avg_samples: 256.0, ips: 76.45941 samples/s, eta: 6:32:26 +[2025/07/23 03:44:11] openrec INFO: epoch: [29/60], global_step: 46310, lr: 0.000302, loss: 0.238409, avg_reader_cost: 0.00877 s, avg_batch_cost: 0.37839 s, avg_samples: 256.0, ips: 676.55585 samples/s, eta: 6:32:21 +[2025/07/23 03:44:15] openrec INFO: epoch: [29/60], global_step: 46320, lr: 0.000302, loss: 0.240365, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.38231 s, avg_samples: 256.0, ips: 669.61549 samples/s, eta: 6:32:16 +[2025/07/23 03:44:19] openrec INFO: epoch: [29/60], global_step: 46330, lr: 0.000302, loss: 0.263878, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.39666 s, avg_samples: 256.0, ips: 645.39638 samples/s, eta: 6:32:11 +[2025/07/23 03:44:23] openrec INFO: epoch: [29/60], global_step: 46340, lr: 0.000302, loss: 0.225203, avg_reader_cost: 0.00918 s, avg_batch_cost: 0.37983 s, avg_samples: 256.0, ips: 673.98843 samples/s, eta: 6:32:06 +[2025/07/23 03:44:27] openrec INFO: epoch: [29/60], global_step: 46350, lr: 0.000302, loss: 0.221376, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.37104 s, avg_samples: 256.0, ips: 689.94395 samples/s, eta: 6:32:01 +[2025/07/23 03:44:31] openrec INFO: epoch: [29/60], global_step: 46360, lr: 0.000302, loss: 0.209868, avg_reader_cost: 0.01173 s, avg_batch_cost: 0.37876 s, avg_samples: 256.0, ips: 675.89446 samples/s, eta: 6:31:56 +[2025/07/23 03:44:35] openrec INFO: epoch: [29/60], global_step: 46370, lr: 0.000302, loss: 0.225353, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.39170 s, avg_samples: 256.0, ips: 653.55849 samples/s, eta: 6:31:51 +[2025/07/23 03:44:38] openrec INFO: epoch: [29/60], global_step: 46380, lr: 0.000302, loss: 0.236326, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.37089 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46430, lr: 0.000301, loss: 0.262834, avg_reader_cost: 0.00914 s, avg_batch_cost: 0.36276 s, avg_samples: 256.0, ips: 705.70840 samples/s, eta: 6:31:19 +[2025/07/23 03:45:00] openrec INFO: epoch: [29/60], global_step: 46440, lr: 0.000301, loss: 0.263917, avg_reader_cost: 0.00918 s, avg_batch_cost: 0.37229 s, avg_samples: 256.0, ips: 687.64225 samples/s, eta: 6:31:14 +[2025/07/23 03:45:04] openrec INFO: epoch: [29/60], global_step: 46450, lr: 0.000301, loss: 0.231221, avg_reader_cost: 0.00910 s, avg_batch_cost: 0.37140 s, avg_samples: 256.0, ips: 689.28508 samples/s, eta: 6:31:09 +[2025/07/23 03:45:08] openrec INFO: epoch: [29/60], global_step: 46460, lr: 0.000301, loss: 0.231860, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.37363 s, avg_samples: 256.0, ips: 685.17669 samples/s, eta: 6:31:04 +[2025/07/23 03:45:12] openrec INFO: epoch: [29/60], global_step: 46470, lr: 0.000301, loss: 0.200727, avg_reader_cost: 0.00939 s, avg_batch_cost: 0.38769 s, avg_samples: 256.0, ips: 660.32229 samples/s, eta: 6:30:59 +[2025/07/23 03:45:15] openrec INFO: epoch: [29/60], global_step: 46480, lr: 0.000301, loss: 0.200484, avg_reader_cost: 0.00923 s, avg_batch_cost: 0.36461 s, avg_samples: 256.0, ips: 702.12553 samples/s, eta: 6:30:54 +[2025/07/23 03:45:19] openrec INFO: epoch: [29/60], global_step: 46490, lr: 0.000301, loss: 0.251057, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.37307 s, avg_samples: 256.0, ips: 686.20203 samples/s, eta: 6:30:48 +[2025/07/23 03:45:23] openrec INFO: epoch: [29/60], global_step: 46500, lr: 0.000301, loss: 0.240776, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.36657 s, avg_samples: 256.0, ips: 698.37375 samples/s, eta: 6:30:43 +[2025/07/23 03:45:26] openrec INFO: cur metric, acc: 0.9347406168118921, norm_edit_dis: 0.9760583781490361, num_samples: 7248, fps: 2825.602499293839 +[2025/07/23 03:45:26] openrec INFO: best metric, acc: 0.9366721841381455, norm_edit_dis: 0.9769552272417972, num_samples: 7248, fps: 2830.851434174541, best_epoch: 27 +[2025/07/23 03:45:30] openrec INFO: epoch: [29/60], global_step: 46510, lr: 0.000300, loss: 0.247669, avg_reader_cost: 0.36828 s, avg_batch_cost: 0.72620 s, avg_samples: 256.0, ips: 352.52038 samples/s, eta: 6:30:42 +[2025/07/23 03:45:34] openrec INFO: epoch: [29/60], global_step: 46520, lr: 0.000300, loss: 0.244195, avg_reader_cost: 0.00892 s, avg_batch_cost: 0.38294 s, avg_samples: 256.0, ips: 668.51190 samples/s, eta: 6:30:37 +[2025/07/23 03:45:38] openrec INFO: epoch: [29/60], global_step: 46530, lr: 0.000300, loss: 0.218019, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.39467 s, avg_samples: 256.0, ips: 648.63516 samples/s, eta: 6:30:32 +[2025/07/23 03:45:42] openrec INFO: epoch: [29/60], global_step: 46540, lr: 0.000300, loss: 0.240278, avg_reader_cost: 0.00895 s, avg_batch_cost: 0.38366 s, avg_samples: 256.0, ips: 667.25994 samples/s, eta: 6:30:27 +[2025/07/23 03:45:45] openrec INFO: epoch: [29/60], global_step: 46550, lr: 0.000300, loss: 0.254654, avg_reader_cost: 0.00897 s, 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[29/60], global_step: 46600, lr: 0.000300, loss: 0.228399, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.37624 s, avg_samples: 256.0, ips: 680.42044 samples/s, eta: 6:29:57 +[2025/07/23 03:46:09] openrec INFO: epoch: [29/60], global_step: 46610, lr: 0.000300, loss: 0.234601, avg_reader_cost: 0.00960 s, avg_batch_cost: 0.39694 s, avg_samples: 256.0, ips: 644.94077 samples/s, eta: 6:29:52 +[2025/07/23 03:46:12] openrec INFO: epoch: [29/60], global_step: 46620, lr: 0.000300, loss: 0.233331, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.38019 s, avg_samples: 256.0, ips: 673.34675 samples/s, eta: 6:29:47 +[2025/07/23 03:46:16] openrec INFO: epoch: [29/60], global_step: 46630, lr: 0.000300, loss: 0.215572, avg_reader_cost: 0.00944 s, avg_batch_cost: 0.36695 s, avg_samples: 256.0, ips: 697.64942 samples/s, eta: 6:29:41 +[2025/07/23 03:46:20] openrec INFO: epoch: [29/60], global_step: 46640, lr: 0.000299, loss: 0.218378, avg_reader_cost: 0.01097 s, avg_batch_cost: 0.38838 s, avg_samples: 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+[2025/07/23 03:46:59] openrec INFO: epoch: [29/60], global_step: 46740, lr: 0.000299, loss: 0.222875, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.40372 s, avg_samples: 256.0, ips: 634.10502 samples/s, eta: 6:28:46 +[2025/07/23 03:47:03] openrec INFO: epoch: [29/60], global_step: 46750, lr: 0.000299, loss: 0.224082, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.41348 s, avg_samples: 256.0, ips: 619.13026 samples/s, eta: 6:28:42 +[2025/07/23 03:47:07] openrec INFO: epoch: [29/60], global_step: 46760, lr: 0.000298, loss: 0.209490, avg_reader_cost: 0.00944 s, avg_batch_cost: 0.37286 s, avg_samples: 256.0, ips: 686.58346 samples/s, eta: 6:28:37 +[2025/07/23 03:47:11] openrec INFO: epoch: [29/60], global_step: 46770, lr: 0.000298, loss: 0.217338, avg_reader_cost: 0.00921 s, avg_batch_cost: 0.39306 s, avg_samples: 256.0, ips: 651.30580 samples/s, eta: 6:28:32 +[2025/07/23 03:47:28] openrec INFO: epoch: [29/60], global_step: 46780, lr: 0.000298, loss: 0.241644, avg_reader_cost: 0.01080 s, 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+[2025/07/23 03:48:45] openrec INFO: epoch: [29/60], global_step: 46970, lr: 0.000297, loss: 0.234715, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.41193 s, avg_samples: 256.0, ips: 621.47127 samples/s, eta: 6:27:11 +[2025/07/23 03:48:49] openrec INFO: epoch: [29/60], global_step: 46980, lr: 0.000297, loss: 0.237572, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.42897 s, avg_samples: 256.0, ips: 596.77713 samples/s, eta: 6:27:06 +[2025/07/23 03:48:54] openrec INFO: epoch: [29/60], global_step: 46990, lr: 0.000297, loss: 0.236362, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.43225 s, avg_samples: 256.0, ips: 592.24832 samples/s, eta: 6:27:02 +[2025/07/23 03:48:58] openrec INFO: epoch: [29/60], global_step: 47000, lr: 0.000297, loss: 0.243234, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.43392 s, avg_samples: 256.0, ips: 589.96748 samples/s, eta: 6:26:57 +[2025/07/23 03:49:02] openrec INFO: cur metric, acc: 0.9333609258645683, norm_edit_dis: 0.9755994118977841, num_samples: 7248, fps: 2797.7325158026533 +[2025/07/23 03:49:02] openrec INFO: best metric, acc: 0.9366721841381455, norm_edit_dis: 0.9769552272417972, num_samples: 7248, fps: 2830.851434174541, best_epoch: 27 +[2025/07/23 03:49:06] openrec INFO: epoch: [29/60], global_step: 47010, lr: 0.000296, loss: 0.256329, avg_reader_cost: 0.37134 s, avg_batch_cost: 0.78373 s, avg_samples: 256.0, ips: 326.64394 samples/s, eta: 6:26:56 +[2025/07/23 03:49:10] openrec INFO: epoch: [29/60], global_step: 47020, lr: 0.000296, loss: 0.255535, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.40716 s, avg_samples: 256.0, ips: 628.74826 samples/s, eta: 6:26:52 +[2025/07/23 03:49:14] openrec INFO: epoch: [29/60], global_step: 47030, lr: 0.000296, loss: 0.222242, avg_reader_cost: 0.01124 s, avg_batch_cost: 0.41016 s, avg_samples: 256.0, ips: 624.13968 samples/s, eta: 6:26:47 +[2025/07/23 03:49:18] openrec INFO: epoch: [29/60], global_step: 47040, lr: 0.000296, loss: 0.223810, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.41825 s, 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lr: 0.000296, loss: 0.239895, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.41336 s, avg_samples: 256.0, ips: 619.31706 samples/s, eta: 6:26:19 +[2025/07/23 03:49:44] openrec INFO: epoch: [29/60], global_step: 47100, lr: 0.000296, loss: 0.251614, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.40780 s, avg_samples: 256.0, ips: 627.76064 samples/s, eta: 6:26:15 +[2025/07/23 03:49:48] openrec INFO: epoch: [29/60], global_step: 47110, lr: 0.000296, loss: 0.271388, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.41244 s, avg_samples: 256.0, ips: 620.70296 samples/s, eta: 6:26:10 +[2025/07/23 03:49:52] openrec INFO: epoch: [29/60], global_step: 47120, lr: 0.000296, loss: 0.203863, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.40954 s, avg_samples: 256.0, ips: 625.08973 samples/s, eta: 6:26:05 +[2025/07/23 03:49:56] openrec INFO: epoch: [29/60], global_step: 47130, lr: 0.000295, loss: 0.196087, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.37658 s, avg_samples: 256.0, ips: 679.80304 samples/s, eta: 6:26:00 +[2025/07/23 03:50:00] openrec INFO: epoch: [29/60], global_step: 47140, lr: 0.000295, loss: 0.201516, avg_reader_cost: 0.00918 s, avg_batch_cost: 0.42350 s, avg_samples: 256.0, ips: 604.48753 samples/s, eta: 6:25:55 +[2025/07/23 03:50:04] openrec INFO: epoch: [29/60], global_step: 47150, lr: 0.000295, loss: 0.220697, avg_reader_cost: 0.00921 s, avg_batch_cost: 0.41731 s, avg_samples: 256.0, ips: 613.45062 samples/s, eta: 6:25:51 +[2025/07/23 03:50:08] openrec INFO: epoch: [29/60], global_step: 47160, lr: 0.000295, loss: 0.257858, avg_reader_cost: 0.01249 s, avg_batch_cost: 0.43426 s, avg_samples: 256.0, ips: 589.51103 samples/s, eta: 6:25:46 +[2025/07/23 03:50:12] openrec INFO: epoch: [29/60], global_step: 47170, lr: 0.000295, loss: 0.254930, avg_reader_cost: 0.01280 s, avg_batch_cost: 0.40230 s, avg_samples: 256.0, ips: 636.34685 samples/s, eta: 6:25:41 +[2025/07/23 03:50:16] openrec INFO: epoch: [29/60], global_step: 47180, lr: 0.000295, loss: 0.242928, avg_reader_cost: 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INFO: epoch: [29/60], global_step: 47230, lr: 0.000295, loss: 0.215266, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.42644 s, avg_samples: 256.0, ips: 600.32566 samples/s, eta: 6:25:13 +[2025/07/23 03:50:41] openrec INFO: epoch: [29/60], global_step: 47240, lr: 0.000295, loss: 0.244979, avg_reader_cost: 0.00941 s, avg_batch_cost: 0.40334 s, avg_samples: 256.0, ips: 634.70047 samples/s, eta: 6:25:08 +[2025/07/23 03:50:46] openrec INFO: epoch: [29/60], global_step: 47250, lr: 0.000294, loss: 0.235699, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.42173 s, avg_samples: 256.0, ips: 607.01759 samples/s, eta: 6:25:04 +[2025/07/23 03:50:50] openrec INFO: epoch: [29/60], global_step: 47260, lr: 0.000294, loss: 0.203022, avg_reader_cost: 0.01102 s, avg_batch_cost: 0.42582 s, avg_samples: 256.0, ips: 601.19819 samples/s, eta: 6:24:59 +[2025/07/23 03:50:54] openrec INFO: epoch: [29/60], global_step: 47270, lr: 0.000294, loss: 0.197417, avg_reader_cost: 0.01194 s, avg_batch_cost: 0.42534 s, 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lr: 0.000294, loss: 0.217847, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.39778 s, avg_samples: 256.0, ips: 643.57520 samples/s, eta: 6:24:32 +[2025/07/23 03:51:19] openrec INFO: epoch: [29/60], global_step: 47330, lr: 0.000294, loss: 0.223315, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.39854 s, avg_samples: 256.0, ips: 642.34821 samples/s, eta: 6:24:27 +[2025/07/23 03:51:23] openrec INFO: epoch: [29/60], global_step: 47340, lr: 0.000294, loss: 0.216663, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.40473 s, avg_samples: 256.0, ips: 632.51462 samples/s, eta: 6:24:22 +[2025/07/23 03:51:27] openrec INFO: epoch: [29/60], global_step: 47350, lr: 0.000294, loss: 0.219621, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.38796 s, avg_samples: 256.0, ips: 659.86698 samples/s, eta: 6:24:17 +[2025/07/23 03:51:31] openrec INFO: epoch: [29/60], global_step: 47360, lr: 0.000294, loss: 0.235724, avg_reader_cost: 0.00944 s, avg_batch_cost: 0.42150 s, avg_samples: 256.0, ips: 607.35748 samples/s, eta: 6:24:12 +[2025/07/23 03:51:36] openrec INFO: epoch: [29/60], global_step: 47370, lr: 0.000294, loss: 0.235247, avg_reader_cost: 0.01258 s, avg_batch_cost: 0.42536 s, avg_samples: 256.0, ips: 601.84266 samples/s, eta: 6:24:08 +[2025/07/23 03:51:40] openrec INFO: epoch: [29/60], global_step: 47380, lr: 0.000293, loss: 0.234585, avg_reader_cost: 0.01372 s, avg_batch_cost: 0.43545 s, avg_samples: 256.0, ips: 587.90359 samples/s, eta: 6:24:03 +[2025/07/23 03:51:44] openrec INFO: epoch: [29/60], global_step: 47390, lr: 0.000293, loss: 0.229979, avg_reader_cost: 0.01273 s, avg_batch_cost: 0.40959 s, avg_samples: 256.0, ips: 625.00997 samples/s, eta: 6:23:59 +[2025/07/23 03:51:48] openrec INFO: epoch: [29/60], global_step: 47400, lr: 0.000293, loss: 0.222491, avg_reader_cost: 0.01208 s, avg_batch_cost: 0.42083 s, avg_samples: 256.0, ips: 608.32753 samples/s, eta: 6:23:54 +[2025/07/23 03:51:52] openrec INFO: epoch: [29/60], global_step: 47410, lr: 0.000293, loss: 0.226549, avg_reader_cost: 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INFO: epoch: [29/60], global_step: 47460, lr: 0.000293, loss: 0.237716, avg_reader_cost: 0.00957 s, avg_batch_cost: 0.40253 s, avg_samples: 256.0, ips: 635.97224 samples/s, eta: 6:23:25 +[2025/07/23 03:52:17] openrec INFO: epoch: [29/60], global_step: 47470, lr: 0.000293, loss: 0.235198, avg_reader_cost: 0.00923 s, avg_batch_cost: 0.42828 s, avg_samples: 256.0, ips: 597.74506 samples/s, eta: 6:23:21 +[2025/07/23 03:52:21] openrec INFO: epoch: [29/60], global_step: 47480, lr: 0.000293, loss: 0.226303, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.42876 s, avg_samples: 256.0, ips: 597.07028 samples/s, eta: 6:23:16 +[2025/07/23 03:52:25] openrec INFO: epoch: [29/60], global_step: 47490, lr: 0.000293, loss: 0.241973, avg_reader_cost: 0.00937 s, avg_batch_cost: 0.41677 s, avg_samples: 256.0, ips: 614.24186 samples/s, eta: 6:23:12 +[2025/07/23 03:52:30] openrec INFO: epoch: [29/60], global_step: 47500, lr: 0.000292, loss: 0.239539, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.41728 s, 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+[2025/07/23 03:53:27] openrec INFO: epoch: [29/60], global_step: 47630, lr: 0.000291, loss: 0.229609, avg_reader_cost: 0.01195 s, avg_batch_cost: 0.41434 s, avg_samples: 256.0, ips: 617.84333 samples/s, eta: 6:22:09 +[2025/07/23 03:53:31] openrec INFO: epoch: [29/60], global_step: 47640, lr: 0.000291, loss: 0.221981, avg_reader_cost: 0.01203 s, avg_batch_cost: 0.40645 s, avg_samples: 256.0, ips: 629.85033 samples/s, eta: 6:22:05 +[2025/07/23 03:53:35] openrec INFO: epoch: [29/60], global_step: 47650, lr: 0.000291, loss: 0.238080, avg_reader_cost: 0.01218 s, avg_batch_cost: 0.38893 s, avg_samples: 256.0, ips: 658.22221 samples/s, eta: 6:22:00 +[2025/07/23 03:53:39] openrec INFO: epoch: [29/60], global_step: 47660, lr: 0.000291, loss: 0.237220, avg_reader_cost: 0.01282 s, avg_batch_cost: 0.43351 s, avg_samples: 256.0, ips: 590.52920 samples/s, eta: 6:21:55 +[2025/07/23 03:53:43] openrec INFO: epoch: [29/60], global_step: 47670, lr: 0.000291, loss: 0.232772, avg_reader_cost: 0.01043 s, 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[29/60], global_step: 47720, lr: 0.000291, loss: 0.233218, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.40471 s, avg_samples: 256.0, ips: 632.55848 samples/s, eta: 6:21:26 +[2025/07/23 03:54:07] openrec INFO: epoch: [29/60], global_step: 47730, lr: 0.000291, loss: 0.226271, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.41899 s, avg_samples: 256.0, ips: 610.99624 samples/s, eta: 6:21:22 +[2025/07/23 03:54:11] openrec INFO: epoch: [29/60], global_step: 47740, lr: 0.000291, loss: 0.245132, avg_reader_cost: 0.00938 s, avg_batch_cost: 0.36380 s, avg_samples: 256.0, ips: 703.68758 samples/s, eta: 6:21:16 +[2025/07/23 03:54:15] openrec INFO: epoch: [29/60], global_step: 47750, lr: 0.000290, loss: 0.224906, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.37000 s, avg_samples: 256.0, ips: 691.90000 samples/s, eta: 6:21:11 +[2025/07/23 03:54:19] openrec INFO: epoch: [29/60], global_step: 47760, lr: 0.000290, loss: 0.218945, avg_reader_cost: 0.00960 s, avg_batch_cost: 0.39042 s, avg_samples: 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loss: 0.248100, avg_reader_cost: 0.00916 s, avg_batch_cost: 0.39325 s, avg_samples: 256.0, ips: 650.98875 samples/s, eta: 6:20:42 +[2025/07/23 03:54:42] openrec INFO: epoch: [29/60], global_step: 47820, lr: 0.000290, loss: 0.247650, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.37680 s, avg_samples: 256.0, ips: 679.40550 samples/s, eta: 6:20:37 +[2025/07/23 03:54:46] openrec INFO: epoch: [29/60], global_step: 47830, lr: 0.000290, loss: 0.249929, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.40167 s, avg_samples: 256.0, ips: 637.33960 samples/s, eta: 6:20:32 +[2025/07/23 03:54:50] openrec INFO: epoch: [29/60], global_step: 47840, lr: 0.000290, loss: 0.215820, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.40050 s, avg_samples: 256.0, ips: 639.19619 samples/s, eta: 6:20:27 +[2025/07/23 03:54:54] openrec INFO: epoch: [29/60], global_step: 47850, lr: 0.000290, loss: 0.208044, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.41536 s, avg_samples: 256.0, ips: 616.32674 samples/s, eta: 6:20:22 +[2025/07/23 03:54:58] openrec INFO: epoch: [29/60], global_step: 47860, lr: 0.000290, loss: 0.221599, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.39699 s, avg_samples: 256.0, ips: 644.85455 samples/s, eta: 6:20:18 +[2025/07/23 03:55:02] openrec INFO: epoch: [29/60], global_step: 47870, lr: 0.000289, loss: 0.221599, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.38741 s, avg_samples: 256.0, ips: 660.79775 samples/s, eta: 6:20:13 +[2025/07/23 03:55:06] openrec INFO: epoch: [29/60], global_step: 47880, lr: 0.000289, loss: 0.218692, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.41482 s, avg_samples: 256.0, ips: 617.13060 samples/s, eta: 6:20:08 +[2025/07/23 03:55:10] openrec INFO: epoch: [29/60], global_step: 47890, lr: 0.000289, loss: 0.221869, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.40403 s, avg_samples: 256.0, ips: 633.62217 samples/s, eta: 6:20:03 +[2025/07/23 03:55:14] openrec INFO: epoch: [29/60], global_step: 47900, lr: 0.000289, loss: 0.238287, avg_reader_cost: 0.01359 s, 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[29/60], global_step: 47950, lr: 0.000289, loss: 0.233604, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.41091 s, avg_samples: 256.0, ips: 623.01179 samples/s, eta: 6:19:35 +[2025/07/23 03:55:39] openrec INFO: epoch: [29/60], global_step: 47960, lr: 0.000289, loss: 0.229263, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.40208 s, avg_samples: 256.0, ips: 636.68282 samples/s, eta: 6:19:30 +[2025/07/23 03:55:54] openrec INFO: cur metric, acc: 0.9341887404329626, norm_edit_dis: 0.9761282363768206, num_samples: 7248, fps: 540.404897581891 +[2025/07/23 03:55:54] openrec INFO: best metric, acc: 0.9366721841381455, norm_edit_dis: 0.9769552272417972, num_samples: 7248, fps: 2830.851434174541, best_epoch: 27 +[2025/07/23 03:55:55] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 03:55:56] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_29.pth +[2025/07/23 03:55:56] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep10/gpu1_ep10 +[2025/07/23 03:55:56] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep10/gpu2_ep10 +[2025/07/23 03:55:56] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep10/gpu0_ep10 +[2025/07/23 03:55:56] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep10/gpu3_ep10 +[2025/07/23 03:56:06] openrec INFO: 0 +[2025/07/23 03:56:06] openrec INFO: 790915 +[2025/07/23 03:56:06] openrec INFO: 961377 +[2025/07/23 03:56:06] openrec INFO: 668063 +[2025/07/23 03:56:06] openrec INFO: 997380 +[2025/07/23 03:56:12] openrec INFO: epoch: [30/60], global_step: 47970, lr: 0.000289, loss: 0.259081, avg_reader_cost: 2.91606 s, avg_batch_cost: 3.34061 s, avg_samples: 256.0, ips: 76.63264 samples/s, eta: 4:29:21 +[2025/07/23 03:56:17] openrec INFO: epoch: [30/60], global_step: 47980, lr: 0.000289, loss: 0.259081, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.43490 s, avg_samples: 256.0, ips: 588.63800 samples/s, eta: 4:29:17 +[2025/07/23 03:56:21] openrec INFO: epoch: [30/60], global_step: 47990, lr: 0.000288, loss: 0.248238, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.42165 s, avg_samples: 256.0, ips: 607.13820 samples/s, eta: 4:29:12 +[2025/07/23 03:56:25] openrec INFO: epoch: [30/60], global_step: 48000, lr: 0.000288, loss: 0.254061, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.45078 s, avg_samples: 256.0, ips: 567.90598 samples/s, eta: 4:29:08 +[2025/07/23 03:56:29] openrec INFO: cur metric, acc: 0.933636864054033, norm_edit_dis: 0.9750693278053031, num_samples: 7248, fps: 2821.7421322013315 +[2025/07/23 03:56:29] openrec INFO: best metric, acc: 0.9366721841381455, norm_edit_dis: 0.9769552272417972, num_samples: 7248, fps: 2830.851434174541, best_epoch: 27 +[2025/07/23 03:56:33] openrec INFO: epoch: [30/60], global_step: 48010, lr: 0.000288, loss: 0.252178, avg_reader_cost: 0.35945 s, avg_batch_cost: 0.76549 s, avg_samples: 256.0, ips: 334.42560 samples/s, eta: 4:29:06 +[2025/07/23 03:56:37] openrec INFO: epoch: [30/60], global_step: 48020, lr: 0.000288, loss: 0.221425, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.42919 s, avg_samples: 256.0, ips: 596.46578 samples/s, eta: 4:29:01 +[2025/07/23 03:56:42] openrec INFO: epoch: [30/60], global_step: 48030, lr: 0.000288, loss: 0.274905, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.43132 s, avg_samples: 256.0, ips: 593.52271 samples/s, eta: 4:28:57 +[2025/07/23 03:56:46] openrec INFO: epoch: [30/60], global_step: 48040, lr: 0.000288, loss: 0.275747, avg_reader_cost: 0.01016 s, avg_batch_cost: 0.43236 s, avg_samples: 256.0, ips: 592.09310 samples/s, eta: 4:28:52 +[2025/07/23 03:56:50] openrec INFO: epoch: [30/60], global_step: 48050, lr: 0.000288, loss: 0.259345, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.43007 s, 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INFO: epoch: [30/60], global_step: 48240, lr: 0.000286, loss: 0.258850, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.43307 s, avg_samples: 256.0, ips: 591.12541 samples/s, eta: 4:27:24 +[2025/07/23 03:58:18] openrec INFO: epoch: [30/60], global_step: 48250, lr: 0.000286, loss: 0.262722, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.43364 s, avg_samples: 256.0, ips: 590.35180 samples/s, eta: 4:27:20 +[2025/07/23 03:58:23] openrec INFO: epoch: [30/60], global_step: 48260, lr: 0.000286, loss: 0.270527, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.44709 s, avg_samples: 256.0, ips: 572.59363 samples/s, eta: 4:27:15 +[2025/07/23 03:58:27] openrec INFO: epoch: [30/60], global_step: 48270, lr: 0.000286, loss: 0.258840, avg_reader_cost: 0.00940 s, avg_batch_cost: 0.43714 s, avg_samples: 256.0, ips: 585.62527 samples/s, eta: 4:27:11 +[2025/07/23 03:58:32] openrec INFO: epoch: [30/60], global_step: 48280, lr: 0.000286, loss: 0.254740, avg_reader_cost: 0.00923 s, avg_batch_cost: 0.43827 s, 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lr: 0.000286, loss: 0.233902, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.44420 s, avg_samples: 256.0, ips: 576.31467 samples/s, eta: 4:26:44 +[2025/07/23 03:58:58] openrec INFO: epoch: [30/60], global_step: 48340, lr: 0.000286, loss: 0.238320, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.43632 s, avg_samples: 256.0, ips: 586.72903 samples/s, eta: 4:26:40 +[2025/07/23 03:59:02] openrec INFO: epoch: [30/60], global_step: 48350, lr: 0.000286, loss: 0.232245, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.43990 s, avg_samples: 256.0, ips: 581.95632 samples/s, eta: 4:26:36 +[2025/07/23 03:59:07] openrec INFO: epoch: [30/60], global_step: 48360, lr: 0.000285, loss: 0.227197, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.44982 s, avg_samples: 256.0, ips: 569.11081 samples/s, eta: 4:26:31 +[2025/07/23 03:59:11] openrec INFO: epoch: [30/60], global_step: 48370, lr: 0.000285, loss: 0.240192, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.42996 s, avg_samples: 256.0, ips: 595.40956 samples/s, eta: 4:26:27 +[2025/07/23 03:59:16] openrec INFO: epoch: [30/60], global_step: 48380, lr: 0.000285, loss: 0.242664, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.44264 s, avg_samples: 256.0, ips: 578.35452 samples/s, eta: 4:26:22 +[2025/07/23 03:59:20] openrec INFO: epoch: [30/60], global_step: 48390, lr: 0.000285, loss: 0.228695, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.43211 s, avg_samples: 256.0, ips: 592.44292 samples/s, eta: 4:26:18 +[2025/07/23 03:59:24] openrec INFO: epoch: [30/60], global_step: 48400, lr: 0.000285, loss: 0.226936, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.44036 s, avg_samples: 256.0, ips: 581.33744 samples/s, eta: 4:26:14 +[2025/07/23 03:59:29] openrec INFO: epoch: [30/60], global_step: 48410, lr: 0.000285, loss: 0.227260, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.43725 s, avg_samples: 256.0, ips: 585.47334 samples/s, eta: 4:26:09 +[2025/07/23 03:59:33] openrec INFO: epoch: [30/60], global_step: 48420, lr: 0.000285, loss: 0.240015, avg_reader_cost: 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INFO: epoch: [30/60], global_step: 48470, lr: 0.000285, loss: 0.249564, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.40392 s, avg_samples: 256.0, ips: 633.78871 samples/s, eta: 4:25:51 +[2025/07/23 04:00:11] openrec INFO: epoch: [30/60], global_step: 48480, lr: 0.000284, loss: 0.259882, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.41470 s, avg_samples: 256.0, ips: 617.31225 samples/s, eta: 4:25:47 +[2025/07/23 04:00:15] openrec INFO: epoch: [30/60], global_step: 48490, lr: 0.000284, loss: 0.243255, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.36643 s, avg_samples: 256.0, ips: 698.62699 samples/s, eta: 4:25:42 +[2025/07/23 04:00:18] openrec INFO: epoch: [30/60], global_step: 48500, lr: 0.000284, loss: 0.236354, avg_reader_cost: 0.00891 s, avg_batch_cost: 0.37624 s, avg_samples: 256.0, ips: 680.42505 samples/s, eta: 4:25:37 +[2025/07/23 04:00:22] openrec INFO: cur metric, acc: 0.9343267095276949, norm_edit_dis: 0.9754482288811861, num_samples: 7248, fps: 2807.492287279948 +[2025/07/23 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+[2025/07/23 04:02:57] openrec INFO: epoch: [30/60], global_step: 48870, lr: 0.000281, loss: 0.240375, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.43656 s, avg_samples: 256.0, ips: 586.40143 samples/s, eta: 4:22:50 +[2025/07/23 04:03:01] openrec INFO: epoch: [30/60], global_step: 48880, lr: 0.000281, loss: 0.262311, avg_reader_cost: 0.01108 s, avg_batch_cost: 0.43193 s, avg_samples: 256.0, ips: 592.68278 samples/s, eta: 4:22:45 +[2025/07/23 04:03:05] openrec INFO: epoch: [30/60], global_step: 48890, lr: 0.000281, loss: 0.263967, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.42518 s, avg_samples: 256.0, ips: 602.09546 samples/s, eta: 4:22:41 +[2025/07/23 04:03:09] openrec INFO: epoch: [30/60], global_step: 48900, lr: 0.000281, loss: 0.255082, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.39513 s, avg_samples: 256.0, ips: 647.88707 samples/s, eta: 4:22:36 +[2025/07/23 04:03:13] openrec INFO: epoch: [30/60], global_step: 48910, lr: 0.000281, loss: 0.265261, avg_reader_cost: 0.00935 s, 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[30/60], global_step: 48960, lr: 0.000281, loss: 0.258873, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.42460 s, avg_samples: 256.0, ips: 602.92682 samples/s, eta: 4:22:09 +[2025/07/23 04:03:39] openrec INFO: epoch: [30/60], global_step: 48970, lr: 0.000280, loss: 0.254480, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.42450 s, avg_samples: 256.0, ips: 603.06847 samples/s, eta: 4:22:04 +[2025/07/23 04:03:43] openrec INFO: epoch: [30/60], global_step: 48980, lr: 0.000280, loss: 0.239984, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.40115 s, avg_samples: 256.0, ips: 638.16002 samples/s, eta: 4:22:00 +[2025/07/23 04:03:47] openrec INFO: epoch: [30/60], global_step: 48990, lr: 0.000280, loss: 0.218062, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.40754 s, avg_samples: 256.0, ips: 628.15385 samples/s, eta: 4:21:55 +[2025/07/23 04:03:51] openrec INFO: epoch: [30/60], global_step: 49000, lr: 0.000280, loss: 0.239936, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.41869 s, avg_samples: 256.0, ips: 611.43073 samples/s, eta: 4:21:50 +[2025/07/23 04:03:55] openrec INFO: cur metric, acc: 0.9346026477171597, norm_edit_dis: 0.977001361057211, num_samples: 7248, fps: 2818.829006784777 +[2025/07/23 04:03:55] openrec INFO: best metric, acc: 0.9366721841381455, norm_edit_dis: 0.9769552272417972, num_samples: 7248, fps: 2830.851434174541, best_epoch: 27 +[2025/07/23 04:03:59] openrec INFO: epoch: [30/60], global_step: 49010, lr: 0.000280, loss: 0.263234, avg_reader_cost: 0.36925 s, avg_batch_cost: 0.77555 s, avg_samples: 256.0, ips: 330.08629 samples/s, eta: 4:21:48 +[2025/07/23 04:04:03] openrec INFO: epoch: [30/60], global_step: 49020, lr: 0.000280, loss: 0.253287, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.41354 s, avg_samples: 256.0, ips: 619.04916 samples/s, eta: 4:21:44 +[2025/07/23 04:04:07] openrec INFO: epoch: [30/60], global_step: 49030, lr: 0.000280, loss: 0.239818, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.43407 s, avg_samples: 256.0, ips: 589.76755 samples/s, eta: 4:21:39 +[2025/07/23 04:04:11] openrec INFO: epoch: [30/60], global_step: 49040, lr: 0.000280, loss: 0.247508, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.42468 s, avg_samples: 256.0, ips: 602.80977 samples/s, eta: 4:21:35 +[2025/07/23 04:04:16] openrec INFO: epoch: [30/60], global_step: 49050, lr: 0.000280, loss: 0.241438, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.42830 s, avg_samples: 256.0, ips: 597.71255 samples/s, eta: 4:21:30 +[2025/07/23 04:04:20] openrec INFO: epoch: [30/60], global_step: 49060, lr: 0.000280, loss: 0.231610, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.41943 s, avg_samples: 256.0, ips: 610.35406 samples/s, eta: 4:21:26 +[2025/07/23 04:04:24] openrec INFO: epoch: [30/60], global_step: 49070, lr: 0.000280, loss: 0.229814, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.41816 s, avg_samples: 256.0, ips: 612.20657 samples/s, eta: 4:21:21 +[2025/07/23 04:04:29] openrec INFO: epoch: [30/60], global_step: 49080, lr: 0.000280, loss: 0.228416, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.43784 s, avg_samples: 256.0, ips: 584.69333 samples/s, eta: 4:21:17 +[2025/07/23 04:04:33] openrec INFO: epoch: [30/60], global_step: 49090, lr: 0.000279, loss: 0.251802, avg_reader_cost: 0.01113 s, avg_batch_cost: 0.43930 s, avg_samples: 256.0, ips: 582.74330 samples/s, eta: 4:21:12 +[2025/07/23 04:04:37] openrec INFO: epoch: [30/60], global_step: 49100, lr: 0.000279, loss: 0.229199, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.42890 s, avg_samples: 256.0, ips: 596.87705 samples/s, eta: 4:21:08 +[2025/07/23 04:04:41] openrec INFO: epoch: [30/60], global_step: 49110, lr: 0.000279, loss: 0.232452, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.40034 s, avg_samples: 256.0, ips: 639.45234 samples/s, eta: 4:21:03 +[2025/07/23 04:04:46] openrec INFO: epoch: [30/60], global_step: 49120, lr: 0.000279, loss: 0.261275, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.42568 s, avg_samples: 256.0, ips: 601.39009 samples/s, eta: 4:20:59 +[2025/07/23 04:04:50] openrec INFO: epoch: [30/60], global_step: 49130, lr: 0.000279, loss: 0.258044, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.41603 s, avg_samples: 256.0, ips: 615.34503 samples/s, eta: 4:20:54 +[2025/07/23 04:04:54] openrec INFO: epoch: [30/60], global_step: 49140, lr: 0.000279, loss: 0.242257, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.41485 s, avg_samples: 256.0, ips: 617.08860 samples/s, eta: 4:20:49 +[2025/07/23 04:04:56] openrec INFO: epoch: [30/60], global_step: 49144, lr: 0.000279, loss: 0.239745, avg_reader_cost: 0.00360 s, avg_batch_cost: 0.17772 s, avg_samples: 102.4, ips: 576.17969 samples/s, eta: 4:20:48 +[2025/07/23 04:05:11] openrec INFO: cur metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896 +[2025/07/23 04:05:11] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 04:05:11] openrec INFO: best metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896, best_epoch: 30 +[2025/07/23 04:05:13] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 04:05:13] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_30.pth +[2025/07/23 04:05:13] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep11/gpu0_ep11 +[2025/07/23 04:05:13] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep11/gpu1_ep11 +[2025/07/23 04:05:13] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep11/gpu2_ep11 +[2025/07/23 04:05:13] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep11/gpu3_ep11 +[2025/07/23 04:05:23] openrec INFO: 0 +[2025/07/23 04:05:23] openrec INFO: 791519 +[2025/07/23 04:05:23] openrec INFO: 961471 +[2025/07/23 04:05:23] openrec INFO: 666610 +[2025/07/23 04:05:23] openrec INFO: 996243 +[2025/07/23 04:05:27] openrec INFO: epoch: [31/60], global_step: 49150, lr: 0.000279, loss: 0.235961, avg_reader_cost: 2.96329 s, avg_batch_cost: 3.17103 s, avg_samples: 153.6, ips: 48.43857 samples/s, eta: 6:08:18 +[2025/07/23 04:05:31] openrec INFO: epoch: [31/60], global_step: 49160, lr: 0.000279, loss: 0.242299, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.40196 s, avg_samples: 256.0, ips: 636.87371 samples/s, eta: 6:08:13 +[2025/07/23 04:05:35] openrec INFO: epoch: [31/60], global_step: 49170, lr: 0.000279, loss: 0.242885, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.35812 s, avg_samples: 256.0, ips: 714.84578 samples/s, eta: 6:08:08 +[2025/07/23 04:05:39] openrec INFO: epoch: [31/60], global_step: 49180, lr: 0.000279, loss: 0.209620, avg_reader_cost: 0.01050 s, avg_batch_cost: 0.38123 s, avg_samples: 256.0, ips: 671.51589 samples/s, eta: 6:08:03 +[2025/07/23 04:05:43] openrec INFO: epoch: [31/60], global_step: 49190, lr: 0.000279, loss: 0.231591, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.40805 s, avg_samples: 256.0, ips: 627.37059 samples/s, eta: 6:07:58 +[2025/07/23 04:05:47] openrec INFO: epoch: [31/60], global_step: 49200, lr: 0.000279, loss: 0.232180, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.37799 s, avg_samples: 256.0, ips: 677.26590 samples/s, eta: 6:07:53 +[2025/07/23 04:05:51] openrec INFO: epoch: [31/60], global_step: 49210, lr: 0.000279, loss: 0.226439, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.39153 s, avg_samples: 256.0, ips: 653.84360 samples/s, eta: 6:07:48 +[2025/07/23 04:05:54] openrec INFO: epoch: [31/60], global_step: 49220, lr: 0.000278, loss: 0.232860, avg_reader_cost: 0.01116 s, avg_batch_cost: 0.38076 s, avg_samples: 256.0, ips: 672.33077 samples/s, eta: 6:07:43 +[2025/07/23 04:05:58] openrec INFO: epoch: [31/60], global_step: 49230, lr: 0.000278, loss: 0.212427, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.37721 s, avg_samples: 256.0, ips: 678.67277 samples/s, eta: 6:07:38 +[2025/07/23 04:06:02] openrec INFO: epoch: [31/60], global_step: 49240, lr: 0.000278, loss: 0.198807, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.41593 s, avg_samples: 256.0, ips: 615.49166 samples/s, eta: 6:07:33 +[2025/07/23 04:06:06] openrec INFO: epoch: [31/60], global_step: 49250, lr: 0.000278, loss: 0.218419, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.37205 s, avg_samples: 256.0, ips: 688.07996 samples/s, eta: 6:07:28 +[2025/07/23 04:06:10] openrec INFO: epoch: [31/60], global_step: 49260, lr: 0.000278, loss: 0.217424, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.40368 s, avg_samples: 256.0, ips: 634.15842 samples/s, eta: 6:07:23 +[2025/07/23 04:06:14] openrec INFO: epoch: [31/60], global_step: 49270, lr: 0.000278, loss: 0.208855, avg_reader_cost: 0.00907 s, avg_batch_cost: 0.40300 s, avg_samples: 256.0, ips: 635.23239 samples/s, eta: 6:07:19 +[2025/07/23 04:06:18] openrec INFO: epoch: [31/60], global_step: 49280, lr: 0.000278, loss: 0.217455, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.39792 s, avg_samples: 256.0, ips: 643.35143 samples/s, eta: 6:07:14 +[2025/07/23 04:06:22] openrec INFO: epoch: [31/60], global_step: 49290, lr: 0.000278, loss: 0.215150, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.38834 s, avg_samples: 256.0, ips: 659.22389 samples/s, eta: 6:07:09 +[2025/07/23 04:06:26] openrec INFO: epoch: [31/60], global_step: 49300, lr: 0.000278, loss: 0.207015, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.40272 s, avg_samples: 256.0, ips: 635.67924 samples/s, eta: 6:07:04 +[2025/07/23 04:06:30] openrec INFO: epoch: [31/60], global_step: 49310, lr: 0.000278, loss: 0.196864, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.39979 s, avg_samples: 256.0, ips: 640.33465 samples/s, eta: 6:06:59 +[2025/07/23 04:06:34] openrec INFO: epoch: [31/60], global_step: 49320, lr: 0.000278, loss: 0.200837, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.40473 s, avg_samples: 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loss: 0.227576, avg_reader_cost: 0.00927 s, avg_batch_cost: 0.40280 s, avg_samples: 256.0, ips: 635.54401 samples/s, eta: 6:06:30 +[2025/07/23 04:06:59] openrec INFO: epoch: [31/60], global_step: 49380, lr: 0.000277, loss: 0.230822, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.40698 s, avg_samples: 256.0, ips: 629.01641 samples/s, eta: 6:06:26 +[2025/07/23 04:07:03] openrec INFO: epoch: [31/60], global_step: 49390, lr: 0.000277, loss: 0.240185, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.40777 s, avg_samples: 256.0, ips: 627.80520 samples/s, eta: 6:06:21 +[2025/07/23 04:07:07] openrec INFO: epoch: [31/60], global_step: 49400, lr: 0.000277, loss: 0.239362, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.39896 s, avg_samples: 256.0, ips: 641.66896 samples/s, eta: 6:06:16 +[2025/07/23 04:07:11] openrec INFO: epoch: [31/60], global_step: 49410, lr: 0.000277, loss: 0.214204, avg_reader_cost: 0.00940 s, avg_batch_cost: 0.42164 s, avg_samples: 256.0, ips: 607.15963 samples/s, eta: 6:06:12 +[2025/07/23 04:07:15] openrec INFO: epoch: [31/60], global_step: 49420, lr: 0.000277, loss: 0.219230, avg_reader_cost: 0.00944 s, avg_batch_cost: 0.41357 s, avg_samples: 256.0, ips: 619.00466 samples/s, eta: 6:06:07 +[2025/07/23 04:07:19] openrec INFO: epoch: [31/60], global_step: 49430, lr: 0.000277, loss: 0.223288, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.41914 s, avg_samples: 256.0, ips: 610.77628 samples/s, eta: 6:06:02 +[2025/07/23 04:07:23] openrec INFO: epoch: [31/60], global_step: 49440, lr: 0.000277, loss: 0.230165, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.38469 s, avg_samples: 256.0, ips: 665.47008 samples/s, eta: 6:05:57 +[2025/07/23 04:07:27] openrec INFO: epoch: [31/60], global_step: 49450, lr: 0.000277, loss: 0.249162, avg_reader_cost: 0.00886 s, avg_batch_cost: 0.38696 s, avg_samples: 256.0, ips: 661.57103 samples/s, eta: 6:05:52 +[2025/07/23 04:07:31] openrec INFO: epoch: [31/60], global_step: 49460, lr: 0.000276, loss: 0.242367, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.41086 s, avg_samples: 256.0, ips: 623.08764 samples/s, eta: 6:05:48 +[2025/07/23 04:07:35] openrec INFO: epoch: [31/60], global_step: 49470, lr: 0.000276, loss: 0.252424, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.41696 s, avg_samples: 256.0, ips: 613.96791 samples/s, eta: 6:05:43 +[2025/07/23 04:07:39] openrec INFO: epoch: [31/60], global_step: 49480, lr: 0.000276, loss: 0.257630, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.37424 s, avg_samples: 256.0, ips: 684.05542 samples/s, eta: 6:05:38 +[2025/07/23 04:07:43] openrec INFO: epoch: [31/60], global_step: 49490, lr: 0.000276, loss: 0.237871, avg_reader_cost: 0.00941 s, avg_batch_cost: 0.40051 s, avg_samples: 256.0, ips: 639.17982 samples/s, eta: 6:05:33 +[2025/07/23 04:07:47] openrec INFO: epoch: [31/60], global_step: 49500, lr: 0.000276, loss: 0.240619, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.38329 s, avg_samples: 256.0, ips: 667.89859 samples/s, eta: 6:05:28 +[2025/07/23 04:07:51] openrec INFO: cur metric, acc: 0.9329470185803711, norm_edit_dis: 0.9753926740042799, num_samples: 7248, fps: 2816.1334418398055 +[2025/07/23 04:07:51] openrec INFO: best metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896, best_epoch: 30 +[2025/07/23 04:07:54] openrec INFO: epoch: [31/60], global_step: 49510, lr: 0.000276, loss: 0.257260, avg_reader_cost: 0.37668 s, avg_batch_cost: 0.75224 s, avg_samples: 256.0, ips: 340.31550 samples/s, eta: 6:05:27 +[2025/07/23 04:07:58] openrec INFO: epoch: [31/60], global_step: 49520, lr: 0.000276, loss: 0.227450, avg_reader_cost: 0.01084 s, avg_batch_cost: 0.39312 s, avg_samples: 256.0, ips: 651.20744 samples/s, eta: 6:05:22 +[2025/07/23 04:08:02] openrec INFO: epoch: [31/60], global_step: 49530, lr: 0.000276, loss: 0.238099, avg_reader_cost: 0.00937 s, avg_batch_cost: 0.39221 s, avg_samples: 256.0, ips: 652.70909 samples/s, eta: 6:05:17 +[2025/07/23 04:08:06] openrec INFO: epoch: [31/60], global_step: 49540, lr: 0.000276, loss: 0.255500, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.41093 s, avg_samples: 256.0, ips: 622.98363 samples/s, eta: 6:05:12 +[2025/07/23 04:08:10] openrec INFO: epoch: [31/60], global_step: 49550, lr: 0.000276, loss: 0.240342, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.41007 s, avg_samples: 256.0, ips: 624.28741 samples/s, eta: 6:05:08 +[2025/07/23 04:08:14] openrec INFO: epoch: [31/60], global_step: 49560, lr: 0.000276, loss: 0.231131, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.38991 s, avg_samples: 256.0, ips: 656.56112 samples/s, eta: 6:05:03 +[2025/07/23 04:08:19] openrec INFO: epoch: [31/60], global_step: 49570, lr: 0.000276, loss: 0.212188, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.42160 s, avg_samples: 256.0, ips: 607.20904 samples/s, eta: 6:04:58 +[2025/07/23 04:08:23] openrec INFO: epoch: [31/60], global_step: 49580, lr: 0.000275, loss: 0.212188, avg_reader_cost: 0.00955 s, avg_batch_cost: 0.39444 s, avg_samples: 256.0, ips: 649.01899 samples/s, eta: 6:04:53 +[2025/07/23 04:08:26] openrec INFO: epoch: [31/60], global_step: 49590, lr: 0.000275, loss: 0.220060, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.38065 s, avg_samples: 256.0, ips: 672.53851 samples/s, eta: 6:04:48 +[2025/07/23 04:08:30] openrec INFO: epoch: [31/60], global_step: 49600, lr: 0.000275, loss: 0.225918, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.39812 s, avg_samples: 256.0, ips: 643.02510 samples/s, eta: 6:04:43 +[2025/07/23 04:08:34] openrec INFO: epoch: [31/60], global_step: 49610, lr: 0.000275, loss: 0.232584, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.40292 s, avg_samples: 256.0, ips: 635.35485 samples/s, eta: 6:04:39 +[2025/07/23 04:08:38] openrec INFO: epoch: [31/60], global_step: 49620, lr: 0.000275, loss: 0.225964, avg_reader_cost: 0.00955 s, avg_batch_cost: 0.40518 s, avg_samples: 256.0, ips: 631.81175 samples/s, eta: 6:04:34 +[2025/07/23 04:08:43] openrec INFO: epoch: [31/60], global_step: 49630, lr: 0.000275, loss: 0.245580, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.42457 s, avg_samples: 256.0, ips: 602.96268 samples/s, eta: 6:04:29 +[2025/07/23 04:08:47] openrec INFO: epoch: [31/60], global_step: 49640, lr: 0.000275, loss: 0.233654, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.39834 s, avg_samples: 256.0, ips: 642.66878 samples/s, eta: 6:04:24 +[2025/07/23 04:08:51] openrec INFO: epoch: [31/60], global_step: 49650, lr: 0.000275, loss: 0.216436, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.40264 s, avg_samples: 256.0, ips: 635.79702 samples/s, eta: 6:04:20 +[2025/07/23 04:08:55] openrec INFO: epoch: [31/60], global_step: 49660, lr: 0.000275, loss: 0.215257, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.39909 s, avg_samples: 256.0, ips: 641.46575 samples/s, eta: 6:04:15 +[2025/07/23 04:08:59] openrec INFO: epoch: [31/60], global_step: 49670, lr: 0.000275, loss: 0.208060, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.42623 s, avg_samples: 256.0, ips: 600.61835 samples/s, eta: 6:04:10 +[2025/07/23 04:09:03] openrec INFO: epoch: [31/60], global_step: 49680, lr: 0.000275, loss: 0.215636, avg_reader_cost: 0.01084 s, avg_batch_cost: 0.43000 s, avg_samples: 256.0, ips: 595.34947 samples/s, eta: 6:04:06 +[2025/07/23 04:09:07] openrec INFO: epoch: [31/60], global_step: 49690, lr: 0.000275, loss: 0.237495, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.39787 s, avg_samples: 256.0, ips: 643.42232 samples/s, eta: 6:04:01 +[2025/07/23 04:09:12] openrec INFO: epoch: [31/60], global_step: 49700, lr: 0.000274, loss: 0.259082, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.42052 s, avg_samples: 256.0, ips: 608.77649 samples/s, eta: 6:03:56 +[2025/07/23 04:09:15] openrec INFO: epoch: [31/60], global_step: 49710, lr: 0.000274, loss: 0.238198, avg_reader_cost: 0.00916 s, avg_batch_cost: 0.37327 s, avg_samples: 256.0, ips: 685.82794 samples/s, eta: 6:03:51 +[2025/07/23 04:09:19] openrec INFO: epoch: [31/60], global_step: 49720, lr: 0.000274, loss: 0.217646, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.41025 s, avg_samples: 256.0, ips: 624.01523 samples/s, eta: 6:03:46 +[2025/07/23 04:09:23] openrec INFO: epoch: [31/60], global_step: 49730, lr: 0.000274, loss: 0.219264, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.40785 s, avg_samples: 256.0, ips: 627.68090 samples/s, eta: 6:03:42 +[2025/07/23 04:09:28] openrec INFO: epoch: [31/60], global_step: 49740, lr: 0.000274, loss: 0.220501, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.42309 s, avg_samples: 256.0, ips: 605.07609 samples/s, eta: 6:03:37 +[2025/07/23 04:09:32] openrec INFO: epoch: [31/60], global_step: 49750, lr: 0.000274, loss: 0.206194, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.41920 s, avg_samples: 256.0, ips: 610.68360 samples/s, eta: 6:03:33 +[2025/07/23 04:09:36] openrec INFO: epoch: [31/60], global_step: 49760, lr: 0.000274, loss: 0.198382, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.41824 s, avg_samples: 256.0, ips: 612.09545 samples/s, eta: 6:03:28 +[2025/07/23 04:09:40] openrec INFO: epoch: [31/60], global_step: 49770, lr: 0.000274, loss: 0.243273, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.41403 s, avg_samples: 256.0, ips: 618.31371 samples/s, eta: 6:03:23 +[2025/07/23 04:09:44] openrec INFO: epoch: [31/60], global_step: 49780, lr: 0.000274, loss: 0.234970, avg_reader_cost: 0.00939 s, avg_batch_cost: 0.41232 s, avg_samples: 256.0, ips: 620.87955 samples/s, eta: 6:03:19 +[2025/07/23 04:09:48] openrec INFO: epoch: [31/60], global_step: 49790, lr: 0.000274, loss: 0.226826, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.37878 s, avg_samples: 256.0, ips: 675.86123 samples/s, eta: 6:03:14 +[2025/07/23 04:09:52] openrec INFO: epoch: [31/60], global_step: 49800, lr: 0.000274, loss: 0.206305, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.40638 s, avg_samples: 256.0, ips: 629.95720 samples/s, eta: 6:03:09 +[2025/07/23 04:09:56] openrec INFO: epoch: [31/60], global_step: 49810, lr: 0.000274, loss: 0.205611, avg_reader_cost: 0.00930 s, avg_batch_cost: 0.37215 s, avg_samples: 256.0, ips: 687.90301 samples/s, eta: 6:03:04 +[2025/07/23 04:10:00] openrec INFO: epoch: [31/60], global_step: 49820, lr: 0.000274, loss: 0.227133, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.40990 s, avg_samples: 256.0, ips: 624.53578 samples/s, eta: 6:02:59 +[2025/07/23 04:10:04] openrec INFO: epoch: [31/60], global_step: 49830, lr: 0.000273, loss: 0.214257, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.41866 s, avg_samples: 256.0, ips: 611.47756 samples/s, eta: 6:02:54 +[2025/07/23 04:10:08] openrec INFO: epoch: [31/60], global_step: 49840, lr: 0.000273, loss: 0.217896, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.39042 s, avg_samples: 256.0, ips: 655.70426 samples/s, eta: 6:02:49 +[2025/07/23 04:10:12] openrec INFO: epoch: [31/60], global_step: 49850, lr: 0.000273, loss: 0.243632, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.40942 s, avg_samples: 256.0, ips: 625.27869 samples/s, eta: 6:02:45 +[2025/07/23 04:10:16] openrec INFO: epoch: [31/60], global_step: 49860, lr: 0.000273, loss: 0.240121, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.39728 s, avg_samples: 256.0, ips: 644.38330 samples/s, eta: 6:02:40 +[2025/07/23 04:10:20] openrec INFO: epoch: [31/60], global_step: 49870, lr: 0.000273, loss: 0.220307, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.36948 s, avg_samples: 256.0, ips: 692.86231 samples/s, eta: 6:02:35 +[2025/07/23 04:10:24] openrec INFO: epoch: [31/60], global_step: 49880, lr: 0.000273, loss: 0.208452, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.41719 s, avg_samples: 256.0, ips: 613.63482 samples/s, eta: 6:02:30 +[2025/07/23 04:10:29] openrec INFO: epoch: [31/60], global_step: 49890, lr: 0.000273, loss: 0.242336, avg_reader_cost: 0.00908 s, avg_batch_cost: 0.42935 s, avg_samples: 256.0, ips: 596.24439 samples/s, eta: 6:02:26 +[2025/07/23 04:10:33] openrec INFO: epoch: [31/60], global_step: 49900, lr: 0.000273, loss: 0.248511, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.43747 s, avg_samples: 256.0, ips: 585.18664 samples/s, eta: 6:02:21 +[2025/07/23 04:10:37] openrec INFO: epoch: [31/60], global_step: 49910, lr: 0.000273, loss: 0.227560, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.38028 s, avg_samples: 256.0, ips: 673.19697 samples/s, eta: 6:02:16 +[2025/07/23 04:10:41] openrec INFO: epoch: [31/60], global_step: 49920, lr: 0.000273, loss: 0.223214, avg_reader_cost: 0.01038 s, avg_batch_cost: 0.41664 s, avg_samples: 256.0, ips: 614.43831 samples/s, eta: 6:02:12 +[2025/07/23 04:10:45] openrec INFO: epoch: [31/60], global_step: 49930, lr: 0.000273, loss: 0.212796, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.39946 s, avg_samples: 256.0, ips: 640.85743 samples/s, eta: 6:02:07 +[2025/07/23 04:10:49] openrec INFO: epoch: [31/60], global_step: 49940, lr: 0.000273, loss: 0.214979, avg_reader_cost: 0.00941 s, avg_batch_cost: 0.39859 s, avg_samples: 256.0, ips: 642.26280 samples/s, eta: 6:02:02 +[2025/07/23 04:10:53] openrec INFO: epoch: [31/60], global_step: 49950, lr: 0.000272, loss: 0.223996, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.38348 s, avg_samples: 256.0, ips: 667.56390 samples/s, eta: 6:01:57 +[2025/07/23 04:10:57] openrec INFO: epoch: [31/60], global_step: 49960, lr: 0.000272, loss: 0.227266, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.40753 s, avg_samples: 256.0, ips: 628.17568 samples/s, eta: 6:01:52 +[2025/07/23 04:11:01] openrec INFO: epoch: [31/60], global_step: 49970, lr: 0.000272, loss: 0.246549, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.38863 s, avg_samples: 256.0, ips: 658.72895 samples/s, eta: 6:01:47 +[2025/07/23 04:11:05] openrec INFO: epoch: [31/60], global_step: 49980, lr: 0.000272, loss: 0.245017, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.42096 s, avg_samples: 256.0, ips: 608.14023 samples/s, eta: 6:01:43 +[2025/07/23 04:11:09] openrec INFO: epoch: [31/60], global_step: 49990, lr: 0.000272, loss: 0.229441, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.40710 s, avg_samples: 256.0, ips: 628.83454 samples/s, eta: 6:01:38 +[2025/07/23 04:11:13] openrec INFO: epoch: [31/60], global_step: 50000, lr: 0.000272, loss: 0.232952, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.38504 s, avg_samples: 256.0, ips: 664.86105 samples/s, eta: 6:01:33 +[2025/07/23 04:11:17] openrec INFO: cur metric, acc: 0.9384657823696665, norm_edit_dis: 0.9772173509301412, num_samples: 7248, fps: 2814.9003157840934 +[2025/07/23 04:11:17] openrec INFO: best metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896, best_epoch: 30 +[2025/07/23 04:11:18] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/iter_latest.pth +[2025/07/23 04:11:22] openrec INFO: epoch: [31/60], global_step: 50010, lr: 0.000272, loss: 0.247005, avg_reader_cost: 0.52921 s, avg_batch_cost: 0.90681 s, avg_samples: 256.0, ips: 282.30821 samples/s, eta: 6:01:33 +[2025/07/23 04:11:26] openrec INFO: epoch: [31/60], global_step: 50020, lr: 0.000272, loss: 0.262114, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.38948 s, avg_samples: 256.0, ips: 657.28721 samples/s, eta: 6:01:28 +[2025/07/23 04:11:30] openrec INFO: epoch: [31/60], global_step: 50030, lr: 0.000272, loss: 0.237164, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.41082 s, avg_samples: 256.0, ips: 623.14253 samples/s, eta: 6:01:24 +[2025/07/23 04:11:34] openrec INFO: epoch: [31/60], global_step: 50040, lr: 0.000272, loss: 0.226549, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.37550 s, avg_samples: 256.0, ips: 681.76123 samples/s, eta: 6:01:19 +[2025/07/23 04:11:38] openrec INFO: epoch: [31/60], global_step: 50050, lr: 0.000272, loss: 0.226438, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.40334 s, avg_samples: 256.0, ips: 634.69833 samples/s, eta: 6:01:14 +[2025/07/23 04:11:42] openrec INFO: epoch: [31/60], global_step: 50060, lr: 0.000272, loss: 0.226438, avg_reader_cost: 0.01089 s, avg_batch_cost: 0.40068 s, avg_samples: 256.0, ips: 638.91891 samples/s, eta: 6:01:09 +[2025/07/23 04:11:46] openrec INFO: epoch: [31/60], global_step: 50070, lr: 0.000271, loss: 0.243117, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.42554 s, avg_samples: 256.0, ips: 601.59036 samples/s, eta: 6:01:04 +[2025/07/23 04:11:50] openrec INFO: epoch: [31/60], global_step: 50080, lr: 0.000271, loss: 0.258438, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.43956 s, avg_samples: 256.0, ips: 582.39416 samples/s, eta: 6:01:00 +[2025/07/23 04:11:55] openrec INFO: epoch: [31/60], global_step: 50090, lr: 0.000271, loss: 0.263554, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.42726 s, avg_samples: 256.0, ips: 599.16853 samples/s, eta: 6:00:55 +[2025/07/23 04:11:59] openrec INFO: epoch: [31/60], global_step: 50100, lr: 0.000271, loss: 0.251861, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.38215 s, avg_samples: 256.0, ips: 669.88682 samples/s, eta: 6:00:50 +[2025/07/23 04:12:03] openrec INFO: epoch: [31/60], global_step: 50110, lr: 0.000271, loss: 0.243388, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.39156 s, avg_samples: 256.0, ips: 653.79156 samples/s, eta: 6:00:46 +[2025/07/23 04:12:07] openrec INFO: epoch: [31/60], global_step: 50120, lr: 0.000271, loss: 0.235874, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.43216 s, avg_samples: 256.0, ips: 592.37363 samples/s, eta: 6:00:41 +[2025/07/23 04:12:23] openrec INFO: epoch: [31/60], global_step: 50130, lr: 0.000271, loss: 0.254755, avg_reader_cost: 0.00946 s, avg_batch_cost: 1.64507 s, avg_samples: 256.0, ips: 155.61691 samples/s, eta: 6:00:48 +[2025/07/23 04:12:27] openrec INFO: epoch: [31/60], global_step: 50140, lr: 0.000271, loss: 0.243745, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.37829 s, avg_samples: 256.0, ips: 676.73327 samples/s, eta: 6:00:43 +[2025/07/23 04:12:31] openrec INFO: epoch: [31/60], global_step: 50150, lr: 0.000271, loss: 0.252192, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.38845 s, avg_samples: 256.0, ips: 659.03255 samples/s, eta: 6:00:39 +[2025/07/23 04:12:35] openrec INFO: epoch: [31/60], global_step: 50160, lr: 0.000271, loss: 0.254596, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.39312 s, avg_samples: 256.0, ips: 651.19539 samples/s, eta: 6:00:34 +[2025/07/23 04:12:39] openrec INFO: epoch: [31/60], global_step: 50170, lr: 0.000271, loss: 0.226189, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.39035 s, avg_samples: 256.0, ips: 655.81516 samples/s, eta: 6:00:29 +[2025/07/23 04:12:43] openrec INFO: epoch: [31/60], global_step: 50180, lr: 0.000271, loss: 0.208895, avg_reader_cost: 0.00892 s, avg_batch_cost: 0.37815 s, avg_samples: 256.0, ips: 676.97148 samples/s, eta: 6:00:24 +[2025/07/23 04:12:46] openrec INFO: epoch: [31/60], global_step: 50190, lr: 0.000270, loss: 0.246358, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.37248 s, avg_samples: 256.0, ips: 687.28881 samples/s, eta: 6:00:19 +[2025/07/23 04:12:50] openrec INFO: epoch: [31/60], global_step: 50200, lr: 0.000270, loss: 0.249548, avg_reader_cost: 0.00910 s, avg_batch_cost: 0.35310 s, avg_samples: 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loss: 0.251077, avg_reader_cost: 0.00934 s, avg_batch_cost: 0.40001 s, avg_samples: 256.0, ips: 639.97696 samples/s, eta: 5:59:50 +[2025/07/23 04:13:14] openrec INFO: epoch: [31/60], global_step: 50260, lr: 0.000270, loss: 0.253503, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.39003 s, avg_samples: 256.0, ips: 656.35607 samples/s, eta: 5:59:45 +[2025/07/23 04:13:18] openrec INFO: epoch: [31/60], global_step: 50270, lr: 0.000270, loss: 0.258853, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.40453 s, avg_samples: 256.0, ips: 632.83510 samples/s, eta: 5:59:40 +[2025/07/23 04:13:23] openrec INFO: epoch: [31/60], global_step: 50280, lr: 0.000270, loss: 0.250941, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.43757 s, avg_samples: 256.0, ips: 585.05378 samples/s, eta: 5:59:35 +[2025/07/23 04:13:27] openrec INFO: epoch: [31/60], global_step: 50290, lr: 0.000270, loss: 0.214816, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.41331 s, avg_samples: 256.0, ips: 619.38483 samples/s, eta: 5:59:31 +[2025/07/23 04:13:31] openrec INFO: epoch: [31/60], global_step: 50300, lr: 0.000270, loss: 0.223249, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.41087 s, avg_samples: 256.0, ips: 623.06078 samples/s, eta: 5:59:26 +[2025/07/23 04:13:35] openrec INFO: epoch: [31/60], global_step: 50310, lr: 0.000269, loss: 0.231158, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.39190 s, avg_samples: 256.0, ips: 653.22406 samples/s, eta: 5:59:21 +[2025/07/23 04:13:39] openrec INFO: epoch: [31/60], global_step: 50320, lr: 0.000269, loss: 0.225154, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.42330 s, avg_samples: 256.0, ips: 604.77597 samples/s, eta: 5:59:17 +[2025/07/23 04:13:43] openrec INFO: epoch: [31/60], global_step: 50330, lr: 0.000269, loss: 0.213330, avg_reader_cost: 0.00932 s, avg_batch_cost: 0.37370 s, avg_samples: 256.0, ips: 685.04082 samples/s, eta: 5:59:12 +[2025/07/23 04:13:47] openrec INFO: epoch: [31/60], global_step: 50340, lr: 0.000269, loss: 0.202489, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.42076 s, avg_samples: 256.0, ips: 608.42942 samples/s, eta: 5:59:07 +[2025/07/23 04:13:51] openrec INFO: epoch: [31/60], global_step: 50350, lr: 0.000269, loss: 0.205007, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.41190 s, avg_samples: 256.0, ips: 621.51015 samples/s, eta: 5:59:02 +[2025/07/23 04:13:55] openrec INFO: epoch: [31/60], global_step: 50360, lr: 0.000269, loss: 0.219919, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.41424 s, avg_samples: 256.0, ips: 618.00588 samples/s, eta: 5:58:58 +[2025/07/23 04:14:00] openrec INFO: epoch: [31/60], global_step: 50370, lr: 0.000269, loss: 0.216264, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.43520 s, avg_samples: 256.0, ips: 588.23433 samples/s, eta: 5:58:53 +[2025/07/23 04:14:04] openrec INFO: epoch: [31/60], global_step: 50380, lr: 0.000269, loss: 0.211509, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.40410 s, avg_samples: 256.0, ips: 633.50635 samples/s, eta: 5:58:48 +[2025/07/23 04:14:08] openrec INFO: epoch: [31/60], global_step: 50390, lr: 0.000269, loss: 0.202015, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.42144 s, avg_samples: 256.0, ips: 607.43836 samples/s, eta: 5:58:44 +[2025/07/23 04:14:12] openrec INFO: epoch: [31/60], global_step: 50400, lr: 0.000269, loss: 0.211277, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.41405 s, avg_samples: 256.0, ips: 618.28256 samples/s, eta: 5:58:39 +[2025/07/23 04:14:16] openrec INFO: epoch: [31/60], global_step: 50410, lr: 0.000269, loss: 0.267895, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.38956 s, avg_samples: 256.0, ips: 657.14835 samples/s, eta: 5:58:34 +[2025/07/23 04:14:20] openrec INFO: epoch: [31/60], global_step: 50420, lr: 0.000269, loss: 0.264478, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.41504 s, avg_samples: 256.0, ips: 616.81366 samples/s, eta: 5:58:30 +[2025/07/23 04:14:24] openrec INFO: epoch: [31/60], global_step: 50430, lr: 0.000268, loss: 0.263982, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.43655 s, avg_samples: 256.0, ips: 586.42128 samples/s, eta: 5:58:25 +[2025/07/23 04:14:28] openrec INFO: epoch: [31/60], global_step: 50440, lr: 0.000268, loss: 0.280565, avg_reader_cost: 0.00938 s, avg_batch_cost: 0.38427 s, avg_samples: 256.0, ips: 666.20602 samples/s, eta: 5:58:20 +[2025/07/23 04:14:32] openrec INFO: epoch: [31/60], global_step: 50450, lr: 0.000268, loss: 0.292464, avg_reader_cost: 0.01078 s, avg_batch_cost: 0.41548 s, avg_samples: 256.0, ips: 616.15008 samples/s, eta: 5:58:16 +[2025/07/23 04:14:36] openrec INFO: epoch: [31/60], global_step: 50460, lr: 0.000268, loss: 0.280382, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.39682 s, avg_samples: 256.0, ips: 645.12215 samples/s, eta: 5:58:11 +[2025/07/23 04:14:41] openrec INFO: epoch: [31/60], global_step: 50470, lr: 0.000268, loss: 0.266546, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.44300 s, avg_samples: 256.0, ips: 577.88298 samples/s, eta: 5:58:06 +[2025/07/23 04:14:45] openrec INFO: epoch: [31/60], global_step: 50480, lr: 0.000268, loss: 0.274356, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.43187 s, avg_samples: 256.0, ips: 592.77571 samples/s, eta: 5:58:02 +[2025/07/23 04:14:50] openrec INFO: epoch: [31/60], global_step: 50490, lr: 0.000268, loss: 0.274789, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.42537 s, avg_samples: 256.0, ips: 601.82376 samples/s, eta: 5:57:57 +[2025/07/23 04:14:54] openrec INFO: epoch: [31/60], global_step: 50500, lr: 0.000268, loss: 0.256106, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.40353 s, avg_samples: 256.0, ips: 634.40662 samples/s, eta: 5:57:53 +[2025/07/23 04:14:57] openrec INFO: cur metric, acc: 0.9312913894435826, norm_edit_dis: 0.9752588685721159, num_samples: 7248, fps: 2804.9614632741623 +[2025/07/23 04:14:57] openrec INFO: best metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896, best_epoch: 30 +[2025/07/23 04:15:01] openrec INFO: epoch: [31/60], global_step: 50510, lr: 0.000268, loss: 0.254698, avg_reader_cost: 0.36370 s, avg_batch_cost: 0.78216 s, avg_samples: 256.0, ips: 327.29706 samples/s, eta: 5:57:51 +[2025/07/23 04:15:05] openrec INFO: epoch: [31/60], global_step: 50520, lr: 0.000268, loss: 0.262513, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.40304 s, avg_samples: 256.0, ips: 635.17193 samples/s, eta: 5:57:47 +[2025/07/23 04:15:10] openrec INFO: epoch: [31/60], global_step: 50530, lr: 0.000268, loss: 0.240844, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.43579 s, avg_samples: 256.0, ips: 587.44216 samples/s, eta: 5:57:42 +[2025/07/23 04:15:14] openrec INFO: epoch: [31/60], global_step: 50540, lr: 0.000268, loss: 0.227928, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.38602 s, avg_samples: 256.0, ips: 663.18054 samples/s, eta: 5:57:37 +[2025/07/23 04:15:18] openrec INFO: epoch: [31/60], global_step: 50550, lr: 0.000268, loss: 0.230853, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.40166 s, avg_samples: 256.0, ips: 637.35253 samples/s, eta: 5:57:32 +[2025/07/23 04:15:22] openrec INFO: epoch: [31/60], global_step: 50560, lr: 0.000267, loss: 0.242563, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.42296 s, avg_samples: 256.0, ips: 605.26201 samples/s, eta: 5:57:28 +[2025/07/23 04:15:26] openrec INFO: epoch: [31/60], global_step: 50570, lr: 0.000267, loss: 0.253752, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.40875 s, avg_samples: 256.0, ips: 626.30666 samples/s, eta: 5:57:23 +[2025/07/23 04:15:30] openrec INFO: epoch: [31/60], global_step: 50580, lr: 0.000267, loss: 0.260737, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.40173 s, avg_samples: 256.0, ips: 637.24273 samples/s, eta: 5:57:18 +[2025/07/23 04:15:34] openrec INFO: epoch: [31/60], global_step: 50590, lr: 0.000267, loss: 0.249061, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.41814 s, avg_samples: 256.0, ips: 612.24103 samples/s, eta: 5:57:14 +[2025/07/23 04:15:39] openrec INFO: epoch: [31/60], global_step: 50600, lr: 0.000267, loss: 0.244381, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.42799 s, avg_samples: 256.0, ips: 598.14217 samples/s, eta: 5:57:09 +[2025/07/23 04:15:43] openrec INFO: epoch: [31/60], global_step: 50610, lr: 0.000267, loss: 0.231404, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.40066 s, avg_samples: 256.0, ips: 638.93994 samples/s, eta: 5:57:04 +[2025/07/23 04:15:47] openrec INFO: epoch: [31/60], global_step: 50620, lr: 0.000267, loss: 0.223157, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.43206 s, avg_samples: 256.0, ips: 592.51441 samples/s, eta: 5:57:00 +[2025/07/23 04:15:51] openrec INFO: epoch: [31/60], global_step: 50630, lr: 0.000267, loss: 0.237117, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.43038 s, avg_samples: 256.0, ips: 594.81730 samples/s, eta: 5:56:56 +[2025/07/23 04:15:56] openrec INFO: epoch: [31/60], global_step: 50640, lr: 0.000267, loss: 0.246522, avg_reader_cost: 0.01016 s, avg_batch_cost: 0.43512 s, avg_samples: 256.0, ips: 588.34366 samples/s, eta: 5:56:51 +[2025/07/23 04:16:00] openrec INFO: epoch: [31/60], global_step: 50650, lr: 0.000267, loss: 0.266122, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.43977 s, avg_samples: 256.0, ips: 582.12212 samples/s, eta: 5:56:47 +[2025/07/23 04:16:04] openrec INFO: epoch: [31/60], global_step: 50660, lr: 0.000267, loss: 0.266122, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.39752 s, avg_samples: 256.0, ips: 643.99574 samples/s, eta: 5:56:42 +[2025/07/23 04:16:08] openrec INFO: epoch: [31/60], global_step: 50670, lr: 0.000267, loss: 0.246709, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.42659 s, avg_samples: 256.0, ips: 600.11090 samples/s, eta: 5:56:37 +[2025/07/23 04:16:13] openrec INFO: epoch: [31/60], global_step: 50680, lr: 0.000266, loss: 0.224251, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.43259 s, avg_samples: 256.0, ips: 591.78367 samples/s, eta: 5:56:33 +[2025/07/23 04:16:16] openrec INFO: epoch: [31/60], global_step: 50690, lr: 0.000266, loss: 0.215059, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.38401 s, avg_samples: 256.0, ips: 666.65778 samples/s, eta: 5:56:28 +[2025/07/23 04:16:21] openrec INFO: epoch: [31/60], global_step: 50700, lr: 0.000266, loss: 0.216050, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.41810 s, avg_samples: 256.0, ips: 612.29832 samples/s, eta: 5:56:23 +[2025/07/23 04:16:25] openrec INFO: epoch: [31/60], global_step: 50710, lr: 0.000266, loss: 0.216344, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.39780 s, avg_samples: 256.0, ips: 643.53678 samples/s, eta: 5:56:18 +[2025/07/23 04:16:29] openrec INFO: epoch: [31/60], global_step: 50720, lr: 0.000266, loss: 0.214649, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.40801 s, avg_samples: 256.0, ips: 627.43442 samples/s, eta: 5:56:14 +[2025/07/23 04:16:33] openrec INFO: epoch: [31/60], global_step: 50730, lr: 0.000266, loss: 0.228370, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.41731 s, avg_samples: 256.0, ips: 613.44887 samples/s, eta: 5:56:09 +[2025/07/23 04:16:37] openrec INFO: epoch: [31/60], global_step: 50740, lr: 0.000266, loss: 0.244480, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.39664 s, avg_samples: 256.0, ips: 645.42920 samples/s, eta: 5:56:04 +[2025/07/23 04:16:41] openrec INFO: epoch: [31/60], global_step: 50750, lr: 0.000266, loss: 0.243006, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.43802 s, avg_samples: 256.0, ips: 584.44567 samples/s, eta: 5:56:00 +[2025/07/23 04:16:45] openrec INFO: epoch: [31/60], global_step: 50760, lr: 0.000266, loss: 0.243553, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.41054 s, avg_samples: 256.0, ips: 623.56674 samples/s, eta: 5:55:55 +[2025/07/23 04:16:50] openrec INFO: epoch: [31/60], global_step: 50770, lr: 0.000266, loss: 0.247732, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.42095 s, avg_samples: 256.0, ips: 608.14464 samples/s, eta: 5:55:51 +[2025/07/23 04:16:53] openrec INFO: epoch: [31/60], global_step: 50780, lr: 0.000266, loss: 0.245567, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.38388 s, avg_samples: 256.0, ips: 666.86956 samples/s, eta: 5:55:46 +[2025/07/23 04:16:58] openrec INFO: epoch: [31/60], global_step: 50790, lr: 0.000266, loss: 0.232562, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.41400 s, avg_samples: 256.0, ips: 618.36032 samples/s, eta: 5:55:41 +[2025/07/23 04:17:02] openrec INFO: epoch: [31/60], global_step: 50800, lr: 0.000265, loss: 0.239899, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.40344 s, avg_samples: 256.0, ips: 634.53866 samples/s, eta: 5:55:36 +[2025/07/23 04:17:06] openrec INFO: epoch: [31/60], global_step: 50810, lr: 0.000265, loss: 0.239899, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.43656 s, avg_samples: 256.0, ips: 586.39896 samples/s, eta: 5:55:32 +[2025/07/23 04:17:08] openrec INFO: epoch: [31/60], global_step: 50814, lr: 0.000265, loss: 0.231266, avg_reader_cost: 0.00384 s, avg_batch_cost: 0.17259 s, avg_samples: 102.4, ips: 593.32579 samples/s, eta: 5:55:30 +[2025/07/23 04:17:23] openrec INFO: cur metric, acc: 0.933636864054033, norm_edit_dis: 0.9750509304983672, num_samples: 7248, fps: 521.1559412343801 +[2025/07/23 04:17:23] openrec INFO: best metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896, best_epoch: 30 +[2025/07/23 04:17:24] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 04:17:25] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_31.pth +[2025/07/23 04:17:25] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep12/gpu0_ep12 +[2025/07/23 04:17:25] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep12/gpu1_ep12 +[2025/07/23 04:17:25] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep12/gpu3_ep12 +[2025/07/23 04:17:25] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep12/gpu2_ep12 +[2025/07/23 04:17:35] openrec INFO: 0 +[2025/07/23 04:17:35] openrec INFO: 789493 +[2025/07/23 04:17:35] openrec INFO: 960843 +[2025/07/23 04:17:35] openrec INFO: 666344 +[2025/07/23 04:17:35] openrec INFO: 998321 +[2025/07/23 04:17:39] openrec INFO: epoch: [32/60], global_step: 50820, lr: 0.000265, loss: 0.214628, avg_reader_cost: 2.91928 s, avg_batch_cost: 3.11596 s, avg_samples: 153.6, ips: 49.29455 samples/s, eta: 5:55:54 +[2025/07/23 04:17:43] openrec INFO: epoch: [32/60], global_step: 50830, lr: 0.000265, loss: 0.221116, avg_reader_cost: 0.01139 s, avg_batch_cost: 0.36136 s, avg_samples: 256.0, ips: 708.44433 samples/s, eta: 5:55:49 +[2025/07/23 04:17:46] openrec INFO: epoch: [32/60], global_step: 50840, lr: 0.000265, loss: 0.206241, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.36735 s, avg_samples: 256.0, ips: 696.88257 samples/s, eta: 5:55:44 +[2025/07/23 04:17:50] openrec INFO: epoch: [32/60], global_step: 50850, lr: 0.000265, loss: 0.193687, avg_reader_cost: 0.01111 s, avg_batch_cost: 0.37656 s, avg_samples: 256.0, ips: 679.83566 samples/s, eta: 5:55:39 +[2025/07/23 04:17:54] openrec INFO: epoch: [32/60], global_step: 50860, lr: 0.000265, loss: 0.209837, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.39460 s, avg_samples: 256.0, ips: 648.75689 samples/s, eta: 5:55:34 +[2025/07/23 04:17:58] openrec INFO: epoch: [32/60], global_step: 50870, lr: 0.000265, loss: 0.219411, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.39261 s, avg_samples: 256.0, ips: 652.04018 samples/s, eta: 5:55:29 +[2025/07/23 04:18:02] openrec INFO: epoch: [32/60], global_step: 50880, lr: 0.000265, loss: 0.227153, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.39240 s, avg_samples: 256.0, ips: 652.38968 samples/s, eta: 5:55:25 +[2025/07/23 04:18:06] openrec INFO: epoch: [32/60], global_step: 50890, lr: 0.000265, loss: 0.221888, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.38247 s, avg_samples: 256.0, ips: 669.33736 samples/s, eta: 5:55:20 +[2025/07/23 04:18:10] openrec INFO: epoch: [32/60], global_step: 50900, lr: 0.000265, loss: 0.220114, avg_reader_cost: 0.00934 s, avg_batch_cost: 0.40193 s, avg_samples: 256.0, ips: 636.92105 samples/s, eta: 5:55:15 +[2025/07/23 04:18:14] openrec INFO: epoch: [32/60], global_step: 50910, lr: 0.000265, loss: 0.230405, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.39527 s, avg_samples: 256.0, ips: 647.65514 samples/s, eta: 5:55:10 +[2025/07/23 04:18:17] openrec INFO: epoch: [32/60], global_step: 50920, lr: 0.000264, loss: 0.238572, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.36988 s, avg_samples: 256.0, ips: 692.11755 samples/s, eta: 5:55:05 +[2025/07/23 04:18:21] openrec INFO: epoch: [32/60], global_step: 50930, lr: 0.000264, loss: 0.216885, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.38054 s, avg_samples: 256.0, ips: 672.72273 samples/s, eta: 5:55:00 +[2025/07/23 04:18:25] openrec INFO: epoch: [32/60], global_step: 50940, lr: 0.000264, loss: 0.202836, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.40844 s, avg_samples: 256.0, ips: 626.76931 samples/s, eta: 5:54:55 +[2025/07/23 04:18:29] openrec INFO: epoch: [32/60], global_step: 50950, lr: 0.000264, loss: 0.219539, avg_reader_cost: 0.01085 s, avg_batch_cost: 0.41167 s, avg_samples: 256.0, ips: 621.85444 samples/s, eta: 5:54:51 +[2025/07/23 04:18:33] openrec INFO: epoch: [32/60], global_step: 50960, lr: 0.000264, loss: 0.245457, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.37571 s, avg_samples: 256.0, ips: 681.37437 samples/s, eta: 5:54:46 +[2025/07/23 04:18:37] openrec INFO: epoch: [32/60], global_step: 50970, lr: 0.000264, loss: 0.242499, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.41077 s, avg_samples: 256.0, ips: 623.22608 samples/s, eta: 5:54:41 +[2025/07/23 04:18:41] openrec INFO: epoch: [32/60], global_step: 50980, lr: 0.000264, loss: 0.246237, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.39563 s, avg_samples: 256.0, ips: 647.06451 samples/s, eta: 5:54:36 +[2025/07/23 04:18:45] openrec INFO: epoch: [32/60], global_step: 50990, lr: 0.000264, loss: 0.251421, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.36990 s, avg_samples: 256.0, ips: 692.08632 samples/s, eta: 5:54:31 +[2025/07/23 04:18:49] openrec INFO: epoch: [32/60], global_step: 51000, lr: 0.000264, loss: 0.251421, avg_reader_cost: 0.01141 s, avg_batch_cost: 0.36731 s, avg_samples: 256.0, ips: 696.96047 samples/s, eta: 5:54:26 +[2025/07/23 04:18:52] openrec INFO: cur metric, acc: 0.9348785859066245, norm_edit_dis: 0.9755732281114119, num_samples: 7248, fps: 2797.1973286306556 +[2025/07/23 04:18:52] openrec INFO: best metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896, best_epoch: 30 +[2025/07/23 04:18:56] openrec INFO: epoch: [32/60], global_step: 51010, lr: 0.000264, loss: 0.216941, avg_reader_cost: 0.36786 s, avg_batch_cost: 0.73303 s, avg_samples: 256.0, ips: 349.23728 samples/s, eta: 5:54:24 +[2025/07/23 04:19:00] openrec INFO: epoch: [32/60], global_step: 51020, lr: 0.000264, loss: 0.228470, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.36527 s, avg_samples: 256.0, ips: 700.86017 samples/s, eta: 5:54:19 +[2025/07/23 04:19:04] openrec INFO: epoch: [32/60], global_step: 51030, lr: 0.000264, loss: 0.235823, avg_reader_cost: 0.01080 s, avg_batch_cost: 0.41384 s, avg_samples: 256.0, ips: 618.59708 samples/s, eta: 5:54:14 +[2025/07/23 04:19:08] openrec INFO: epoch: [32/60], global_step: 51040, lr: 0.000263, loss: 0.236396, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.38582 s, avg_samples: 256.0, ips: 663.51917 samples/s, eta: 5:54:09 +[2025/07/23 04:19:11] openrec INFO: epoch: [32/60], global_step: 51050, lr: 0.000263, loss: 0.236600, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.37095 s, avg_samples: 256.0, ips: 690.12217 samples/s, eta: 5:54:04 +[2025/07/23 04:19:15] openrec INFO: epoch: [32/60], global_step: 51060, lr: 0.000263, loss: 0.210645, avg_reader_cost: 0.00908 s, avg_batch_cost: 0.35482 s, avg_samples: 256.0, ips: 721.49833 samples/s, eta: 5:53:59 +[2025/07/23 04:19:19] openrec INFO: epoch: [32/60], global_step: 51070, lr: 0.000263, loss: 0.206424, avg_reader_cost: 0.01268 s, avg_batch_cost: 0.35782 s, avg_samples: 256.0, ips: 715.43506 samples/s, eta: 5:53:54 +[2025/07/23 04:19:23] openrec INFO: epoch: [32/60], global_step: 51080, lr: 0.000263, loss: 0.206662, avg_reader_cost: 0.00926 s, avg_batch_cost: 0.41541 s, avg_samples: 256.0, ips: 616.25868 samples/s, eta: 5:53:49 +[2025/07/23 04:19:27] openrec INFO: epoch: [32/60], global_step: 51090, lr: 0.000263, loss: 0.213233, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.40916 s, avg_samples: 256.0, ips: 625.67518 samples/s, eta: 5:53:45 +[2025/07/23 04:19:31] openrec INFO: epoch: [32/60], global_step: 51100, lr: 0.000263, loss: 0.243339, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.41042 s, avg_samples: 256.0, ips: 623.74601 samples/s, eta: 5:53:40 +[2025/07/23 04:19:35] openrec INFO: epoch: [32/60], global_step: 51110, lr: 0.000263, loss: 0.249522, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.40534 s, avg_samples: 256.0, ips: 631.57041 samples/s, eta: 5:53:35 +[2025/07/23 04:19:39] openrec INFO: epoch: [32/60], global_step: 51120, lr: 0.000263, loss: 0.227468, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.37933 s, avg_samples: 256.0, ips: 674.88207 samples/s, eta: 5:53:30 +[2025/07/23 04:19:43] openrec INFO: epoch: [32/60], global_step: 51130, lr: 0.000263, loss: 0.218953, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.39688 s, avg_samples: 256.0, ips: 645.03348 samples/s, eta: 5:53:25 +[2025/07/23 04:19:47] openrec INFO: epoch: [32/60], global_step: 51140, lr: 0.000263, loss: 0.228863, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.38712 s, avg_samples: 256.0, ips: 661.29918 samples/s, eta: 5:53:20 +[2025/07/23 04:19:50] openrec INFO: epoch: [32/60], global_step: 51150, lr: 0.000263, loss: 0.233770, avg_reader_cost: 0.00939 s, avg_batch_cost: 0.36699 s, avg_samples: 256.0, ips: 697.56874 samples/s, eta: 5:53:15 +[2025/07/23 04:19:54] openrec INFO: epoch: [32/60], global_step: 51160, lr: 0.000262, loss: 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+[2025/07/23 04:20:14] openrec INFO: epoch: [32/60], global_step: 51210, lr: 0.000262, loss: 0.216749, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.38256 s, avg_samples: 256.0, ips: 669.18139 samples/s, eta: 5:52:46 +[2025/07/23 04:20:18] openrec INFO: epoch: [32/60], global_step: 51220, lr: 0.000262, loss: 0.198880, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.38678 s, avg_samples: 256.0, ips: 661.87693 samples/s, eta: 5:52:41 +[2025/07/23 04:20:22] openrec INFO: epoch: [32/60], global_step: 51230, lr: 0.000262, loss: 0.200910, avg_reader_cost: 0.00944 s, avg_batch_cost: 0.39357 s, avg_samples: 256.0, ips: 650.45081 samples/s, eta: 5:52:36 +[2025/07/23 04:20:25] openrec INFO: epoch: [32/60], global_step: 51240, lr: 0.000262, loss: 0.216353, avg_reader_cost: 0.01072 s, avg_batch_cost: 0.37287 s, avg_samples: 256.0, ips: 686.56524 samples/s, eta: 5:52:31 +[2025/07/23 04:20:29] openrec INFO: epoch: [32/60], global_step: 51250, lr: 0.000262, loss: 0.234476, avg_reader_cost: 0.00913 s, 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[32/60], global_step: 51300, lr: 0.000261, loss: 0.238469, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.41461 s, avg_samples: 256.0, ips: 617.44530 samples/s, eta: 5:52:02 +[2025/07/23 04:20:53] openrec INFO: epoch: [32/60], global_step: 51310, lr: 0.000261, loss: 0.224378, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.36013 s, avg_samples: 256.0, ips: 710.85413 samples/s, eta: 5:51:57 +[2025/07/23 04:20:57] openrec INFO: epoch: [32/60], global_step: 51320, lr: 0.000261, loss: 0.217727, avg_reader_cost: 0.00932 s, avg_batch_cost: 0.37256 s, avg_samples: 256.0, ips: 687.13799 samples/s, eta: 5:51:52 +[2025/07/23 04:21:01] openrec INFO: epoch: [32/60], global_step: 51330, lr: 0.000261, loss: 0.215571, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.39242 s, avg_samples: 256.0, ips: 652.35805 samples/s, eta: 5:51:47 +[2025/07/23 04:21:04] openrec INFO: epoch: [32/60], global_step: 51340, lr: 0.000261, loss: 0.220950, avg_reader_cost: 0.00890 s, avg_batch_cost: 0.36174 s, avg_samples: 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+[2025/07/23 04:21:45] openrec INFO: epoch: [32/60], global_step: 51440, lr: 0.000260, loss: 0.239745, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.41328 s, avg_samples: 256.0, ips: 619.44086 samples/s, eta: 5:50:55 +[2025/07/23 04:21:48] openrec INFO: epoch: [32/60], global_step: 51450, lr: 0.000260, loss: 0.230833, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.36931 s, avg_samples: 256.0, ips: 693.18204 samples/s, eta: 5:50:50 +[2025/07/23 04:21:52] openrec INFO: epoch: [32/60], global_step: 51460, lr: 0.000260, loss: 0.266742, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.37854 s, avg_samples: 256.0, ips: 676.27849 samples/s, eta: 5:50:45 +[2025/07/23 04:21:56] openrec INFO: epoch: [32/60], global_step: 51470, lr: 0.000260, loss: 0.239515, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.41345 s, avg_samples: 256.0, ips: 619.18664 samples/s, eta: 5:50:40 +[2025/07/23 04:22:00] openrec INFO: epoch: [32/60], global_step: 51480, lr: 0.000260, loss: 0.209913, avg_reader_cost: 0.00988 s, 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lr: 0.000259, loss: 0.231532, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.40238 s, avg_samples: 256.0, ips: 636.20987 samples/s, eta: 5:50:00 +[2025/07/23 04:22:39] openrec INFO: epoch: [32/60], global_step: 51570, lr: 0.000259, loss: 0.221347, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.37795 s, avg_samples: 256.0, ips: 677.34558 samples/s, eta: 5:49:55 +[2025/07/23 04:22:44] openrec INFO: epoch: [32/60], global_step: 51580, lr: 0.000259, loss: 0.220280, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.41763 s, avg_samples: 256.0, ips: 612.98484 samples/s, eta: 5:49:50 +[2025/07/23 04:22:48] openrec INFO: epoch: [32/60], global_step: 51590, lr: 0.000259, loss: 0.231314, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.39191 s, avg_samples: 256.0, ips: 653.20817 samples/s, eta: 5:49:46 +[2025/07/23 04:22:52] openrec INFO: epoch: [32/60], global_step: 51600, lr: 0.000259, loss: 0.223965, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.40163 s, avg_samples: 256.0, ips: 637.40630 samples/s, eta: 5:49:41 +[2025/07/23 04:22:56] openrec INFO: epoch: [32/60], global_step: 51610, lr: 0.000259, loss: 0.229294, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.39078 s, avg_samples: 256.0, ips: 655.10814 samples/s, eta: 5:49:36 +[2025/07/23 04:23:00] openrec INFO: epoch: [32/60], global_step: 51620, lr: 0.000259, loss: 0.238102, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.39843 s, avg_samples: 256.0, ips: 642.52176 samples/s, eta: 5:49:31 +[2025/07/23 04:23:04] openrec INFO: epoch: [32/60], global_step: 51630, lr: 0.000259, loss: 0.217224, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.40156 s, avg_samples: 256.0, ips: 637.51389 samples/s, eta: 5:49:26 +[2025/07/23 04:23:07] openrec INFO: epoch: [32/60], global_step: 51640, lr: 0.000259, loss: 0.202737, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.37971 s, avg_samples: 256.0, ips: 674.20647 samples/s, eta: 5:49:21 +[2025/07/23 04:23:11] openrec INFO: epoch: [32/60], global_step: 51650, lr: 0.000258, loss: 0.230549, avg_reader_cost: 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INFO: epoch: [32/60], global_step: 51700, lr: 0.000258, loss: 0.220326, avg_reader_cost: 0.00940 s, avg_batch_cost: 0.40144 s, avg_samples: 256.0, ips: 637.70828 samples/s, eta: 5:48:52 +[2025/07/23 04:23:35] openrec INFO: epoch: [32/60], global_step: 51710, lr: 0.000258, loss: 0.226156, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.41020 s, avg_samples: 256.0, ips: 624.08523 samples/s, eta: 5:48:48 +[2025/07/23 04:23:39] openrec INFO: epoch: [32/60], global_step: 51720, lr: 0.000258, loss: 0.227367, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.37402 s, avg_samples: 256.0, ips: 684.45153 samples/s, eta: 5:48:43 +[2025/07/23 04:23:43] openrec INFO: epoch: [32/60], global_step: 51730, lr: 0.000258, loss: 0.240051, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.38204 s, avg_samples: 256.0, ips: 670.08857 samples/s, eta: 5:48:38 +[2025/07/23 04:23:47] openrec INFO: epoch: [32/60], global_step: 51740, lr: 0.000258, loss: 0.227383, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.38852 s, 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eta: 5:47:58 +[2025/07/23 04:24:36] openrec INFO: epoch: [32/60], global_step: 51840, lr: 0.000257, loss: 0.232664, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.37211 s, avg_samples: 256.0, ips: 687.96613 samples/s, eta: 5:47:53 +[2025/07/23 04:24:39] openrec INFO: epoch: [32/60], global_step: 51850, lr: 0.000257, loss: 0.221362, avg_reader_cost: 0.00931 s, avg_batch_cost: 0.37039 s, avg_samples: 256.0, ips: 691.15672 samples/s, eta: 5:47:48 +[2025/07/23 04:24:43] openrec INFO: epoch: [32/60], global_step: 51860, lr: 0.000257, loss: 0.221692, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.38891 s, avg_samples: 256.0, ips: 658.25566 samples/s, eta: 5:47:43 +[2025/07/23 04:24:47] openrec INFO: epoch: [32/60], global_step: 51870, lr: 0.000257, loss: 0.222915, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.40621 s, avg_samples: 256.0, ips: 630.20899 samples/s, eta: 5:47:39 +[2025/07/23 04:24:51] openrec INFO: epoch: [32/60], global_step: 51880, lr: 0.000257, loss: 0.212701, avg_reader_cost: 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INFO: epoch: [32/60], global_step: 51930, lr: 0.000256, loss: 0.217266, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.40771 s, avg_samples: 256.0, ips: 627.90267 samples/s, eta: 5:47:09 +[2025/07/23 04:25:14] openrec INFO: epoch: [32/60], global_step: 51940, lr: 0.000256, loss: 0.228285, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.38090 s, avg_samples: 256.0, ips: 672.08395 samples/s, eta: 5:47:04 +[2025/07/23 04:25:18] openrec INFO: epoch: [32/60], global_step: 51950, lr: 0.000256, loss: 0.225614, avg_reader_cost: 0.00937 s, avg_batch_cost: 0.36853 s, avg_samples: 256.0, ips: 694.65480 samples/s, eta: 5:46:59 +[2025/07/23 04:25:21] openrec INFO: epoch: [32/60], global_step: 51960, lr: 0.000256, loss: 0.211939, avg_reader_cost: 0.00932 s, avg_batch_cost: 0.36546 s, avg_samples: 256.0, ips: 700.49443 samples/s, eta: 5:46:54 +[2025/07/23 04:25:25] openrec INFO: epoch: [32/60], global_step: 51970, lr: 0.000256, loss: 0.207974, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.34386 s, 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+[2025/07/23 04:26:16] openrec INFO: epoch: [32/60], global_step: 52100, lr: 0.000255, loss: 0.225974, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.34800 s, avg_samples: 256.0, ips: 735.63536 samples/s, eta: 5:45:46 +[2025/07/23 04:26:20] openrec INFO: epoch: [32/60], global_step: 52110, lr: 0.000255, loss: 0.220956, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.38029 s, avg_samples: 256.0, ips: 673.17468 samples/s, eta: 5:45:41 +[2025/07/23 04:26:24] openrec INFO: epoch: [32/60], global_step: 52120, lr: 0.000255, loss: 0.234168, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.36632 s, avg_samples: 256.0, ips: 698.84297 samples/s, eta: 5:45:36 +[2025/07/23 04:26:28] openrec INFO: epoch: [32/60], global_step: 52130, lr: 0.000255, loss: 0.236762, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.35974 s, avg_samples: 256.0, ips: 711.63059 samples/s, eta: 5:45:31 +[2025/07/23 04:26:32] openrec INFO: epoch: [32/60], global_step: 52140, lr: 0.000254, loss: 0.229882, avg_reader_cost: 0.00915 s, 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[32/60], global_step: 52190, lr: 0.000254, loss: 0.213131, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.36114 s, avg_samples: 256.0, ips: 708.86859 samples/s, eta: 5:45:02 +[2025/07/23 04:26:55] openrec INFO: epoch: [32/60], global_step: 52200, lr: 0.000254, loss: 0.216464, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.41140 s, avg_samples: 256.0, ips: 622.26156 samples/s, eta: 5:44:57 +[2025/07/23 04:26:58] openrec INFO: epoch: [32/60], global_step: 52210, lr: 0.000254, loss: 0.214692, avg_reader_cost: 0.00918 s, avg_batch_cost: 0.36212 s, avg_samples: 256.0, ips: 706.93911 samples/s, eta: 5:44:52 +[2025/07/23 04:27:02] openrec INFO: epoch: [32/60], global_step: 52220, lr: 0.000254, loss: 0.188634, avg_reader_cost: 0.01061 s, avg_batch_cost: 0.38050 s, avg_samples: 256.0, ips: 672.80104 samples/s, eta: 5:44:47 +[2025/07/23 04:27:06] openrec INFO: epoch: [32/60], global_step: 52230, lr: 0.000254, loss: 0.196491, avg_reader_cost: 0.00921 s, avg_batch_cost: 0.38021 s, avg_samples: 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loss: 0.215384, avg_reader_cost: 0.00938 s, avg_batch_cost: 0.34348 s, avg_samples: 256.0, ips: 745.30598 samples/s, eta: 5:44:16 +[2025/07/23 04:27:28] openrec INFO: epoch: [32/60], global_step: 52290, lr: 0.000253, loss: 0.254335, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.36680 s, avg_samples: 256.0, ips: 697.92272 samples/s, eta: 5:44:11 +[2025/07/23 04:27:32] openrec INFO: epoch: [32/60], global_step: 52300, lr: 0.000253, loss: 0.230474, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.37162 s, avg_samples: 256.0, ips: 688.87792 samples/s, eta: 5:44:06 +[2025/07/23 04:27:35] openrec INFO: epoch: [32/60], global_step: 52310, lr: 0.000253, loss: 0.227821, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.37834 s, avg_samples: 256.0, ips: 676.63741 samples/s, eta: 5:44:01 +[2025/07/23 04:27:39] openrec INFO: epoch: [32/60], global_step: 52320, lr: 0.000253, loss: 0.233712, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.37232 s, avg_samples: 256.0, ips: 687.57140 samples/s, eta: 5:43:56 +[2025/07/23 04:27:43] openrec INFO: epoch: [32/60], global_step: 52330, lr: 0.000253, loss: 0.225889, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.39132 s, avg_samples: 256.0, ips: 654.19491 samples/s, eta: 5:43:52 +[2025/07/23 04:27:47] openrec INFO: epoch: [32/60], global_step: 52340, lr: 0.000253, loss: 0.237460, avg_reader_cost: 0.00957 s, avg_batch_cost: 0.37470 s, avg_samples: 256.0, ips: 683.21681 samples/s, eta: 5:43:47 +[2025/07/23 04:27:50] openrec INFO: epoch: [32/60], global_step: 52350, lr: 0.000253, loss: 0.237460, avg_reader_cost: 0.00917 s, avg_batch_cost: 0.35686 s, avg_samples: 256.0, ips: 717.37540 samples/s, eta: 5:43:41 +[2025/07/23 04:27:55] openrec INFO: epoch: [32/60], global_step: 52360, lr: 0.000253, loss: 0.212787, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.42766 s, avg_samples: 256.0, ips: 598.60942 samples/s, eta: 5:43:37 +[2025/07/23 04:27:59] openrec INFO: epoch: [32/60], global_step: 52370, lr: 0.000253, loss: 0.204824, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.40203 s, avg_samples: 256.0, ips: 636.77178 samples/s, eta: 5:43:32 +[2025/07/23 04:28:03] openrec INFO: epoch: [32/60], global_step: 52380, lr: 0.000252, loss: 0.228513, avg_reader_cost: 0.01077 s, avg_batch_cost: 0.37947 s, avg_samples: 256.0, ips: 674.62888 samples/s, eta: 5:43:27 +[2025/07/23 04:28:06] openrec INFO: epoch: [32/60], global_step: 52390, lr: 0.000252, loss: 0.220862, avg_reader_cost: 0.00939 s, avg_batch_cost: 0.39284 s, avg_samples: 256.0, ips: 651.66808 samples/s, eta: 5:43:22 +[2025/07/23 04:28:10] openrec INFO: epoch: [32/60], global_step: 52400, lr: 0.000252, loss: 0.219478, avg_reader_cost: 0.00910 s, avg_batch_cost: 0.39052 s, avg_samples: 256.0, ips: 655.54389 samples/s, eta: 5:43:18 +[2025/07/23 04:28:14] openrec INFO: epoch: [32/60], global_step: 52410, lr: 0.000252, loss: 0.222769, avg_reader_cost: 0.00907 s, avg_batch_cost: 0.35791 s, avg_samples: 256.0, ips: 715.26530 samples/s, eta: 5:43:13 +[2025/07/23 04:28:18] openrec INFO: epoch: [32/60], global_step: 52420, lr: 0.000252, loss: 0.222529, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.40300 s, avg_samples: 256.0, ips: 635.23750 samples/s, eta: 5:43:08 +[2025/07/23 04:28:22] openrec INFO: epoch: [32/60], global_step: 52430, lr: 0.000252, loss: 0.233228, avg_reader_cost: 0.00938 s, avg_batch_cost: 0.37197 s, avg_samples: 256.0, ips: 688.22872 samples/s, eta: 5:43:03 +[2025/07/23 04:28:26] openrec INFO: epoch: [32/60], global_step: 52440, lr: 0.000252, loss: 0.248688, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.40173 s, avg_samples: 256.0, ips: 637.24541 samples/s, eta: 5:42:58 +[2025/07/23 04:28:30] openrec INFO: epoch: [32/60], global_step: 52450, lr: 0.000252, loss: 0.242569, avg_reader_cost: 0.00934 s, avg_batch_cost: 0.40061 s, avg_samples: 256.0, ips: 639.03097 samples/s, eta: 5:42:53 +[2025/07/23 04:28:33] openrec INFO: epoch: [32/60], global_step: 52460, lr: 0.000252, loss: 0.234365, avg_reader_cost: 0.00940 s, avg_batch_cost: 0.36116 s, avg_samples: 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best_epoch: 30 +[2025/07/23 04:28:59] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 04:29:00] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_32.pth +[2025/07/23 04:29:00] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep13/gpu0_ep13 +[2025/07/23 04:29:00] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep13/gpu1_ep13 +[2025/07/23 04:29:00] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep13/gpu3_ep13 +[2025/07/23 04:29:00] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep13/gpu2_ep13 +[2025/07/23 04:29:09] openrec INFO: 0 +[2025/07/23 04:29:09] openrec INFO: 789713 +[2025/07/23 04:29:09] openrec INFO: 959045 +[2025/07/23 04:29:09] openrec INFO: 666593 +[2025/07/23 04:29:09] openrec INFO: 997212 +[2025/07/23 04:29:13] openrec INFO: epoch: [33/60], global_step: 52490, lr: 0.000252, loss: 0.233616, avg_reader_cost: 2.85095 s, avg_batch_cost: 3.06300 s, avg_samples: 153.6, ips: 50.14695 samples/s, eta: 5:42:34 +[2025/07/23 04:29:17] openrec INFO: epoch: [33/60], global_step: 52500, lr: 0.000251, loss: 0.234400, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.34563 s, avg_samples: 256.0, ips: 740.67491 samples/s, eta: 5:42:29 +[2025/07/23 04:29:20] openrec INFO: cur metric, acc: 0.9368101532328779, norm_edit_dis: 0.9768804171154682, num_samples: 7248, fps: 2822.2783693824595 +[2025/07/23 04:29:20] openrec INFO: best metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896, best_epoch: 30 +[2025/07/23 04:29:24] openrec INFO: epoch: [33/60], global_step: 52510, lr: 0.000251, loss: 0.212573, avg_reader_cost: 0.36709 s, avg_batch_cost: 0.73076 s, avg_samples: 256.0, ips: 350.32055 samples/s, eta: 5:42:27 +[2025/07/23 04:29:28] openrec INFO: epoch: [33/60], global_step: 52520, lr: 0.000251, loss: 0.231564, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.35791 s, avg_samples: 256.0, ips: 715.26211 samples/s, eta: 5:42:22 +[2025/07/23 04:29:31] openrec INFO: epoch: [33/60], global_step: 52530, lr: 0.000251, loss: 0.236548, avg_reader_cost: 0.01099 s, avg_batch_cost: 0.35454 s, avg_samples: 256.0, ips: 722.05552 samples/s, eta: 5:42:17 +[2025/07/23 04:29:35] openrec INFO: epoch: [33/60], global_step: 52540, lr: 0.000251, loss: 0.201804, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.33993 s, avg_samples: 256.0, ips: 753.09134 samples/s, eta: 5:42:12 +[2025/07/23 04:29:38] openrec INFO: epoch: [33/60], global_step: 52550, lr: 0.000251, loss: 0.201804, avg_reader_cost: 0.00921 s, avg_batch_cost: 0.35442 s, avg_samples: 256.0, ips: 722.30056 samples/s, eta: 5:42:06 +[2025/07/23 04:29:42] openrec INFO: epoch: [33/60], global_step: 52560, lr: 0.000251, loss: 0.213487, avg_reader_cost: 0.00967 s, 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+[2025/07/23 04:30:53] openrec INFO: epoch: [33/60], global_step: 52750, lr: 0.000249, loss: 0.212765, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.38697 s, avg_samples: 256.0, ips: 661.54311 samples/s, eta: 5:40:26 +[2025/07/23 04:30:56] openrec INFO: epoch: [33/60], global_step: 52760, lr: 0.000249, loss: 0.225285, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.35363 s, avg_samples: 256.0, ips: 723.92308 samples/s, eta: 5:40:21 +[2025/07/23 04:31:00] openrec INFO: epoch: [33/60], global_step: 52770, lr: 0.000249, loss: 0.234416, avg_reader_cost: 0.00940 s, avg_batch_cost: 0.41285 s, avg_samples: 256.0, ips: 620.07854 samples/s, eta: 5:40:16 +[2025/07/23 04:31:04] openrec INFO: epoch: [33/60], global_step: 52780, lr: 0.000249, loss: 0.234416, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.38160 s, avg_samples: 256.0, ips: 670.86197 samples/s, eta: 5:40:11 +[2025/07/23 04:31:08] openrec INFO: epoch: [33/60], global_step: 52790, lr: 0.000249, loss: 0.217479, avg_reader_cost: 0.00973 s, 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[33/60], global_step: 52840, lr: 0.000249, loss: 0.217651, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.36414 s, avg_samples: 256.0, ips: 703.02339 samples/s, eta: 5:39:41 +[2025/07/23 04:31:30] openrec INFO: epoch: [33/60], global_step: 52850, lr: 0.000249, loss: 0.239675, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.39289 s, avg_samples: 256.0, ips: 651.58997 samples/s, eta: 5:39:37 +[2025/07/23 04:31:34] openrec INFO: epoch: [33/60], global_step: 52860, lr: 0.000248, loss: 0.242494, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.35901 s, avg_samples: 256.0, ips: 713.07906 samples/s, eta: 5:39:32 +[2025/07/23 04:31:38] openrec INFO: epoch: [33/60], global_step: 52870, lr: 0.000248, loss: 0.217605, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.36138 s, avg_samples: 256.0, ips: 708.39306 samples/s, eta: 5:39:26 +[2025/07/23 04:31:41] openrec INFO: epoch: [33/60], global_step: 52880, lr: 0.000248, loss: 0.175974, avg_reader_cost: 0.00901 s, avg_batch_cost: 0.36501 s, avg_samples: 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+[2025/07/23 04:32:19] openrec INFO: epoch: [33/60], global_step: 52980, lr: 0.000247, loss: 0.216725, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.36299 s, avg_samples: 256.0, ips: 705.24743 samples/s, eta: 5:38:32 +[2025/07/23 04:32:23] openrec INFO: epoch: [33/60], global_step: 52990, lr: 0.000247, loss: 0.207436, avg_reader_cost: 0.00925 s, avg_batch_cost: 0.35991 s, avg_samples: 256.0, ips: 711.28938 samples/s, eta: 5:38:27 +[2025/07/23 04:32:26] openrec INFO: epoch: [33/60], global_step: 53000, lr: 0.000247, loss: 0.204953, avg_reader_cost: 0.01170 s, avg_batch_cost: 0.37753 s, avg_samples: 256.0, ips: 678.08743 samples/s, eta: 5:38:22 +[2025/07/23 04:32:30] openrec INFO: cur metric, acc: 0.9381898441802017, norm_edit_dis: 0.9780900555189103, num_samples: 7248, fps: 2799.1032090464605 +[2025/07/23 04:32:30] openrec INFO: best metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896, best_epoch: 30 +[2025/07/23 04:32:34] openrec 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INFO: epoch: [33/60], global_step: 53470, lr: 0.000243, loss: 0.225486, avg_reader_cost: 0.00907 s, avg_batch_cost: 1.56640 s, avg_samples: 256.0, ips: 163.43176 samples/s, eta: 5:34:40 +[2025/07/23 04:35:40] openrec INFO: epoch: [33/60], global_step: 53480, lr: 0.000243, loss: 0.210883, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.38397 s, avg_samples: 256.0, ips: 666.71209 samples/s, eta: 5:34:35 +[2025/07/23 04:35:43] openrec INFO: epoch: [33/60], global_step: 53490, lr: 0.000243, loss: 0.214157, avg_reader_cost: 0.00927 s, avg_batch_cost: 0.35942 s, avg_samples: 256.0, ips: 712.26277 samples/s, eta: 5:34:30 +[2025/07/23 04:35:47] openrec INFO: epoch: [33/60], global_step: 53500, lr: 0.000243, loss: 0.222795, avg_reader_cost: 0.00955 s, avg_batch_cost: 0.35348 s, avg_samples: 256.0, ips: 724.22537 samples/s, eta: 5:34:25 +[2025/07/23 04:35:51] openrec INFO: cur metric, acc: 0.9395695351275255, norm_edit_dis: 0.9776532023541513, num_samples: 7248, fps: 2805.4468100185895 +[2025/07/23 04:35:51] openrec INFO: best metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896, best_epoch: 30 +[2025/07/23 04:35:54] openrec INFO: epoch: [33/60], global_step: 53510, lr: 0.000243, loss: 0.209341, avg_reader_cost: 0.36801 s, avg_batch_cost: 0.74213 s, avg_samples: 256.0, ips: 344.95514 samples/s, eta: 5:34:23 +[2025/07/23 04:35:58] openrec INFO: epoch: [33/60], global_step: 53520, lr: 0.000243, loss: 0.218670, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.34888 s, avg_samples: 256.0, ips: 733.78111 samples/s, eta: 5:34:18 +[2025/07/23 04:36:02] openrec INFO: epoch: [33/60], global_step: 53530, lr: 0.000243, loss: 0.212564, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.36963 s, avg_samples: 256.0, ips: 692.59081 samples/s, eta: 5:34:13 +[2025/07/23 04:36:05] openrec INFO: epoch: [33/60], global_step: 53540, lr: 0.000243, loss: 0.222273, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.38665 s, avg_samples: 256.0, ips: 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+[2025/07/23 04:36:44] openrec INFO: epoch: [33/60], global_step: 53640, lr: 0.000242, loss: 0.220716, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.37253 s, avg_samples: 256.0, ips: 687.19248 samples/s, eta: 5:33:20 +[2025/07/23 04:36:47] openrec INFO: epoch: [33/60], global_step: 53650, lr: 0.000242, loss: 0.219050, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.35976 s, avg_samples: 256.0, ips: 711.58607 samples/s, eta: 5:33:15 +[2025/07/23 04:36:51] openrec INFO: epoch: [33/60], global_step: 53660, lr: 0.000242, loss: 0.204783, avg_reader_cost: 0.01166 s, avg_batch_cost: 0.35134 s, avg_samples: 256.0, ips: 728.64400 samples/s, eta: 5:33:09 +[2025/07/23 04:36:54] openrec INFO: epoch: [33/60], global_step: 53670, lr: 0.000242, loss: 0.182172, avg_reader_cost: 0.01289 s, avg_batch_cost: 0.35522 s, avg_samples: 256.0, ips: 720.68080 samples/s, eta: 5:33:04 +[2025/07/23 04:36:58] openrec INFO: epoch: [33/60], global_step: 53680, lr: 0.000242, loss: 0.183469, avg_reader_cost: 0.00945 s, 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+[2025/07/23 04:38:10] openrec INFO: epoch: [33/60], global_step: 53870, lr: 0.000240, loss: 0.211929, avg_reader_cost: 0.01160 s, avg_batch_cost: 0.38877 s, avg_samples: 256.0, ips: 658.49016 samples/s, eta: 5:31:26 +[2025/07/23 04:38:14] openrec INFO: epoch: [33/60], global_step: 53880, lr: 0.000240, loss: 0.223322, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.38385 s, avg_samples: 256.0, ips: 666.93037 samples/s, eta: 5:31:21 +[2025/07/23 04:38:18] openrec INFO: epoch: [33/60], global_step: 53890, lr: 0.000240, loss: 0.216335, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.39141 s, avg_samples: 256.0, ips: 654.05082 samples/s, eta: 5:31:16 +[2025/07/23 04:38:22] openrec INFO: epoch: [33/60], global_step: 53900, lr: 0.000240, loss: 0.216335, avg_reader_cost: 0.00940 s, avg_batch_cost: 0.40908 s, avg_samples: 256.0, ips: 625.79198 samples/s, eta: 5:31:12 +[2025/07/23 04:38:26] openrec INFO: epoch: [33/60], global_step: 53910, lr: 0.000240, loss: 0.216989, avg_reader_cost: 0.00946 s, 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[33/60], global_step: 53960, lr: 0.000239, loss: 0.191780, avg_reader_cost: 0.01150 s, avg_batch_cost: 0.36211 s, avg_samples: 256.0, ips: 706.96159 samples/s, eta: 5:30:42 +[2025/07/23 04:38:49] openrec INFO: epoch: [33/60], global_step: 53970, lr: 0.000239, loss: 0.198869, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.39621 s, avg_samples: 256.0, ips: 646.11807 samples/s, eta: 5:30:38 +[2025/07/23 04:38:52] openrec INFO: epoch: [33/60], global_step: 53980, lr: 0.000239, loss: 0.231398, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.37303 s, avg_samples: 256.0, ips: 686.26768 samples/s, eta: 5:30:33 +[2025/07/23 04:38:56] openrec INFO: epoch: [33/60], global_step: 53990, lr: 0.000239, loss: 0.235945, avg_reader_cost: 0.01086 s, avg_batch_cost: 0.40314 s, avg_samples: 256.0, ips: 635.01450 samples/s, eta: 5:30:28 +[2025/07/23 04:39:00] openrec INFO: epoch: [33/60], global_step: 54000, lr: 0.000239, loss: 0.228313, avg_reader_cost: 0.00931 s, avg_batch_cost: 0.38375 s, avg_samples: 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samples/s, eta: 5:30:12 +[2025/07/23 04:39:20] openrec INFO: epoch: [33/60], global_step: 54040, lr: 0.000239, loss: 0.240203, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.41096 s, avg_samples: 256.0, ips: 622.93553 samples/s, eta: 5:30:07 +[2025/07/23 04:39:23] openrec INFO: epoch: [33/60], global_step: 54050, lr: 0.000239, loss: 0.216868, avg_reader_cost: 0.01214 s, avg_batch_cost: 0.39237 s, avg_samples: 256.0, ips: 652.43916 samples/s, eta: 5:30:02 +[2025/07/23 04:39:27] openrec INFO: epoch: [33/60], global_step: 54060, lr: 0.000239, loss: 0.216868, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.39228 s, avg_samples: 256.0, ips: 652.59622 samples/s, eta: 5:29:58 +[2025/07/23 04:39:31] openrec INFO: epoch: [33/60], global_step: 54070, lr: 0.000239, loss: 0.218958, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.37983 s, avg_samples: 256.0, ips: 673.98864 samples/s, eta: 5:29:53 +[2025/07/23 04:39:35] openrec INFO: epoch: [33/60], global_step: 54080, lr: 0.000238, loss: 0.192315, avg_reader_cost: 0.01121 s, avg_batch_cost: 0.37386 s, avg_samples: 256.0, ips: 684.75096 samples/s, eta: 5:29:48 +[2025/07/23 04:39:39] openrec INFO: epoch: [33/60], global_step: 54090, lr: 0.000238, loss: 0.205035, avg_reader_cost: 0.00909 s, avg_batch_cost: 0.36791 s, avg_samples: 256.0, ips: 695.81598 samples/s, eta: 5:29:43 +[2025/07/23 04:39:42] openrec INFO: epoch: [33/60], global_step: 54100, lr: 0.000238, loss: 0.215956, avg_reader_cost: 0.00896 s, avg_batch_cost: 0.35695 s, avg_samples: 256.0, ips: 717.17881 samples/s, eta: 5:29:38 +[2025/07/23 04:39:46] openrec INFO: epoch: [33/60], global_step: 54110, lr: 0.000238, loss: 0.210600, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.34976 s, avg_samples: 256.0, ips: 731.93035 samples/s, eta: 5:29:33 +[2025/07/23 04:39:50] openrec INFO: epoch: [33/60], global_step: 54120, lr: 0.000238, loss: 0.198212, avg_reader_cost: 0.00934 s, avg_batch_cost: 0.39303 s, avg_samples: 256.0, ips: 651.34515 samples/s, eta: 5:29:28 +[2025/07/23 04:39:54] openrec INFO: epoch: [33/60], global_step: 54130, lr: 0.000238, loss: 0.223887, avg_reader_cost: 0.00957 s, avg_batch_cost: 0.39852 s, avg_samples: 256.0, ips: 642.37746 samples/s, eta: 5:29:23 +[2025/07/23 04:39:58] openrec INFO: epoch: [33/60], global_step: 54140, lr: 0.000238, loss: 0.208338, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.38630 s, avg_samples: 256.0, ips: 662.68938 samples/s, eta: 5:29:18 +[2025/07/23 04:40:01] openrec INFO: epoch: [33/60], global_step: 54150, lr: 0.000238, loss: 0.207820, avg_reader_cost: 0.00927 s, avg_batch_cost: 0.39119 s, avg_samples: 256.0, ips: 654.42023 samples/s, eta: 5:29:13 +[2025/07/23 04:40:02] openrec INFO: epoch: [33/60], global_step: 54152, lr: 0.000238, loss: 0.210115, avg_reader_cost: 0.00206 s, avg_batch_cost: 0.08592 s, avg_samples: 51.2, ips: 595.87687 samples/s, eta: 5:29:13 +[2025/07/23 04:40:18] openrec INFO: cur metric, acc: 0.937224060517075, norm_edit_dis: 0.9772438953274695, num_samples: 7248, fps: 500.59159584261016 +[2025/07/23 04:40:18] openrec INFO: best metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896, best_epoch: 30 +[2025/07/23 04:40:20] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 04:40:21] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_33.pth +[2025/07/23 04:40:21] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep14/gpu1_ep14 +[2025/07/23 04:40:21] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep14/gpu2_ep14 +[2025/07/23 04:40:21] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep14/gpu3_ep14 +[2025/07/23 04:40:21] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep14/gpu0_ep14 +[2025/07/23 04:40:30] openrec INFO: 0 +[2025/07/23 04:40:30] openrec INFO: 791392 +[2025/07/23 04:40:30] openrec INFO: 960829 +[2025/07/23 04:40:30] openrec INFO: 666456 +[2025/07/23 04:40:30] openrec INFO: 998813 +[2025/07/23 04:40:36] openrec INFO: epoch: [34/60], global_step: 54160, lr: 0.000238, loss: 0.209848, avg_reader_cost: 3.07933 s, avg_batch_cost: 3.37290 s, avg_samples: 204.8, ips: 60.71930 samples/s, eta: 5:30:10 +[2025/07/23 04:40:40] openrec INFO: epoch: [34/60], global_step: 54170, lr: 0.000238, loss: 0.218166, avg_reader_cost: 0.01136 s, avg_batch_cost: 0.39796 s, avg_samples: 256.0, ips: 643.28336 samples/s, eta: 5:30:05 +[2025/07/23 04:40:44] openrec INFO: epoch: [34/60], global_step: 54180, lr: 0.000238, loss: 0.215767, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.35096 s, avg_samples: 256.0, ips: 729.43699 samples/s, eta: 5:30:00 +[2025/07/23 04:40:47] openrec INFO: epoch: [34/60], global_step: 54190, lr: 0.000238, loss: 0.213299, avg_reader_cost: 0.01088 s, avg_batch_cost: 0.35318 s, avg_samples: 256.0, ips: 724.83566 samples/s, eta: 5:29:55 +[2025/07/23 04:40:51] openrec INFO: epoch: [34/60], global_step: 54200, lr: 0.000237, loss: 0.212488, avg_reader_cost: 0.01164 s, avg_batch_cost: 0.39440 s, avg_samples: 256.0, ips: 649.09303 samples/s, eta: 5:29:50 +[2025/07/23 04:40:55] openrec INFO: epoch: [34/60], global_step: 54210, lr: 0.000237, loss: 0.217303, avg_reader_cost: 0.01140 s, avg_batch_cost: 0.36910 s, avg_samples: 256.0, ips: 693.58404 samples/s, eta: 5:29:45 +[2025/07/23 04:40:59] openrec INFO: epoch: [34/60], global_step: 54220, lr: 0.000237, loss: 0.210986, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.40290 s, avg_samples: 256.0, ips: 635.39053 samples/s, eta: 5:29:40 +[2025/07/23 04:41:03] openrec INFO: epoch: [34/60], global_step: 54230, lr: 0.000237, loss: 0.205824, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.38064 s, avg_samples: 256.0, ips: 672.55919 samples/s, eta: 5:29:35 +[2025/07/23 04:41:06] openrec INFO: epoch: [34/60], global_step: 54240, lr: 0.000237, loss: 0.221676, avg_reader_cost: 0.01140 s, avg_batch_cost: 0.37877 s, avg_samples: 256.0, ips: 675.86668 samples/s, eta: 5:29:31 +[2025/07/23 04:41:10] openrec INFO: epoch: [34/60], global_step: 54250, lr: 0.000237, loss: 0.215146, avg_reader_cost: 0.01232 s, avg_batch_cost: 0.37505 s, avg_samples: 256.0, ips: 682.56807 samples/s, eta: 5:29:26 +[2025/07/23 04:41:14] openrec INFO: epoch: [34/60], global_step: 54260, lr: 0.000237, loss: 0.219344, avg_reader_cost: 0.01078 s, avg_batch_cost: 0.35719 s, avg_samples: 256.0, ips: 716.71025 samples/s, eta: 5:29:21 +[2025/07/23 04:41:17] openrec INFO: epoch: [34/60], global_step: 54270, lr: 0.000237, loss: 0.243891, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.34639 s, avg_samples: 256.0, ips: 739.05576 samples/s, eta: 5:29:15 +[2025/07/23 04:41:21] openrec INFO: epoch: [34/60], global_step: 54280, lr: 0.000237, loss: 0.240259, avg_reader_cost: 0.01117 s, avg_batch_cost: 0.39414 s, avg_samples: 256.0, ips: 649.51971 samples/s, eta: 5:29:11 +[2025/07/23 04:41:25] openrec INFO: epoch: [34/60], global_step: 54290, lr: 0.000237, loss: 0.234603, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.35857 s, avg_samples: 256.0, ips: 713.94872 samples/s, eta: 5:29:06 +[2025/07/23 04:41:28] openrec INFO: epoch: [34/60], global_step: 54300, lr: 0.000237, loss: 0.193748, avg_reader_cost: 0.01050 s, avg_batch_cost: 0.36388 s, avg_samples: 256.0, ips: 703.52109 samples/s, eta: 5:29:01 +[2025/07/23 04:41:32] openrec INFO: epoch: [34/60], global_step: 54310, lr: 0.000237, loss: 0.184909, avg_reader_cost: 0.01208 s, avg_batch_cost: 0.38425 s, avg_samples: 256.0, ips: 666.24074 samples/s, eta: 5:28:56 +[2025/07/23 04:41:36] openrec INFO: epoch: [34/60], global_step: 54320, lr: 0.000236, loss: 0.214203, avg_reader_cost: 0.01108 s, avg_batch_cost: 0.39269 s, avg_samples: 256.0, ips: 651.91584 samples/s, eta: 5:28:51 +[2025/07/23 04:41:40] openrec INFO: epoch: [34/60], global_step: 54330, lr: 0.000236, loss: 0.215724, avg_reader_cost: 0.01187 s, avg_batch_cost: 0.39280 s, avg_samples: 256.0, ips: 651.73334 samples/s, eta: 5:28:46 +[2025/07/23 04:41:44] openrec INFO: epoch: [34/60], global_step: 54340, lr: 0.000236, loss: 0.216539, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.37493 s, avg_samples: 256.0, ips: 682.79972 samples/s, eta: 5:28:41 +[2025/07/23 04:41:47] openrec INFO: epoch: [34/60], global_step: 54350, lr: 0.000236, loss: 0.212937, avg_reader_cost: 0.01123 s, avg_batch_cost: 0.36247 s, avg_samples: 256.0, ips: 706.26863 samples/s, eta: 5:28:36 +[2025/07/23 04:41:51] openrec INFO: epoch: [34/60], global_step: 54360, lr: 0.000236, loss: 0.207672, avg_reader_cost: 0.01166 s, avg_batch_cost: 0.39899 s, avg_samples: 256.0, ips: 641.62732 samples/s, eta: 5:28:32 +[2025/07/23 04:41:55] openrec INFO: epoch: [34/60], global_step: 54370, lr: 0.000236, loss: 0.221022, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.36165 s, avg_samples: 256.0, ips: 707.87071 samples/s, eta: 5:28:27 +[2025/07/23 04:41:59] openrec INFO: epoch: [34/60], global_step: 54380, lr: 0.000236, loss: 0.208408, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.37014 s, avg_samples: 256.0, ips: 691.62515 samples/s, eta: 5:28:22 +[2025/07/23 04:42:02] openrec INFO: epoch: [34/60], global_step: 54390, lr: 0.000236, loss: 0.195123, avg_reader_cost: 0.01181 s, avg_batch_cost: 0.35551 s, avg_samples: 256.0, ips: 720.09536 samples/s, eta: 5:28:16 +[2025/07/23 04:42:06] openrec INFO: epoch: [34/60], global_step: 54400, lr: 0.000236, loss: 0.213956, avg_reader_cost: 0.01101 s, avg_batch_cost: 0.37754 s, avg_samples: 256.0, ips: 678.06590 samples/s, eta: 5:28:12 +[2025/07/23 04:42:10] openrec INFO: epoch: [34/60], global_step: 54410, lr: 0.000236, loss: 0.218328, avg_reader_cost: 0.01077 s, avg_batch_cost: 0.38110 s, avg_samples: 256.0, ips: 671.74611 samples/s, eta: 5:28:07 +[2025/07/23 04:42:14] openrec INFO: epoch: [34/60], global_step: 54420, lr: 0.000236, loss: 0.212604, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.35363 s, avg_samples: 256.0, ips: 723.92952 samples/s, eta: 5:28:02 +[2025/07/23 04:42:17] openrec INFO: epoch: [34/60], global_step: 54430, lr: 0.000236, loss: 0.198679, avg_reader_cost: 0.01095 s, avg_batch_cost: 0.39562 s, avg_samples: 256.0, ips: 647.07820 samples/s, eta: 5:27:57 +[2025/07/23 04:42:21] openrec INFO: epoch: [34/60], global_step: 54440, lr: 0.000235, loss: 0.202330, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.39729 s, avg_samples: 256.0, ips: 644.36478 samples/s, eta: 5:27:52 +[2025/07/23 04:42:25] openrec INFO: epoch: [34/60], global_step: 54450, lr: 0.000235, loss: 0.231565, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.38519 s, avg_samples: 256.0, ips: 664.61516 samples/s, eta: 5:27:47 +[2025/07/23 04:42:29] openrec INFO: epoch: [34/60], global_step: 54460, lr: 0.000235, loss: 0.232303, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.36088 s, avg_samples: 256.0, ips: 709.38206 samples/s, eta: 5:27:42 +[2025/07/23 04:42:33] openrec INFO: epoch: [34/60], global_step: 54470, lr: 0.000235, loss: 0.203299, avg_reader_cost: 0.01095 s, avg_batch_cost: 0.41515 s, avg_samples: 256.0, ips: 616.64707 samples/s, eta: 5:27:38 +[2025/07/23 04:42:37] openrec INFO: epoch: [34/60], global_step: 54480, lr: 0.000235, loss: 0.202871, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.41379 s, avg_samples: 256.0, ips: 618.66487 samples/s, eta: 5:27:33 +[2025/07/23 04:42:41] openrec INFO: epoch: [34/60], global_step: 54490, lr: 0.000235, loss: 0.221776, avg_reader_cost: 0.01087 s, avg_batch_cost: 0.38438 s, avg_samples: 256.0, ips: 666.00734 samples/s, eta: 5:27:28 +[2025/07/23 04:42:45] openrec INFO: epoch: [34/60], global_step: 54500, lr: 0.000235, loss: 0.220591, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.35536 s, avg_samples: 256.0, ips: 720.40558 samples/s, eta: 5:27:23 +[2025/07/23 04:42:48] openrec INFO: cur metric, acc: 0.9384657823696665, norm_edit_dis: 0.977421862911821, num_samples: 7248, fps: 2814.865129266247 +[2025/07/23 04:42:48] openrec INFO: best metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896, best_epoch: 30 +[2025/07/23 04:42:52] openrec INFO: epoch: [34/60], global_step: 54510, lr: 0.000235, loss: 0.204047, avg_reader_cost: 0.36186 s, avg_batch_cost: 0.71770 s, avg_samples: 256.0, ips: 356.69643 samples/s, eta: 5:27:21 +[2025/07/23 04:42:56] openrec INFO: epoch: [34/60], global_step: 54520, lr: 0.000235, loss: 0.204047, avg_reader_cost: 0.01126 s, avg_batch_cost: 0.36879 s, avg_samples: 256.0, ips: 694.15910 samples/s, eta: 5:27:16 +[2025/07/23 04:43:00] openrec INFO: epoch: [34/60], global_step: 54530, lr: 0.000235, loss: 0.220535, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.40530 s, avg_samples: 256.0, ips: 631.62755 samples/s, eta: 5:27:12 +[2025/07/23 04:43:04] openrec INFO: epoch: [34/60], global_step: 54540, lr: 0.000235, loss: 0.233271, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.40272 s, avg_samples: 256.0, ips: 635.67864 samples/s, eta: 5:27:07 +[2025/07/23 04:43:07] openrec INFO: epoch: [34/60], global_step: 54550, lr: 0.000235, loss: 0.231474, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.34756 s, avg_samples: 256.0, ips: 736.57024 samples/s, eta: 5:27:02 +[2025/07/23 04:43:11] openrec INFO: epoch: [34/60], global_step: 54560, lr: 0.000234, loss: 0.195660, avg_reader_cost: 0.00914 s, avg_batch_cost: 0.35718 s, avg_samples: 256.0, ips: 716.73517 samples/s, eta: 5:26:57 +[2025/07/23 04:43:14] openrec INFO: epoch: [34/60], global_step: 54570, lr: 0.000234, loss: 0.182041, avg_reader_cost: 0.00880 s, avg_batch_cost: 0.35313 s, avg_samples: 256.0, ips: 724.95022 samples/s, eta: 5:26:52 +[2025/07/23 04:43:18] openrec INFO: epoch: [34/60], global_step: 54580, lr: 0.000234, loss: 0.186888, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.38583 s, avg_samples: 256.0, ips: 663.50056 samples/s, eta: 5:26:47 +[2025/07/23 04:43:22] openrec INFO: epoch: [34/60], global_step: 54590, lr: 0.000234, loss: 0.197116, avg_reader_cost: 0.01029 s, 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+[2025/07/23 04:44:32] openrec INFO: epoch: [34/60], global_step: 54780, lr: 0.000233, loss: 0.231997, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.37065 s, avg_samples: 256.0, ips: 690.67426 samples/s, eta: 5:25:08 +[2025/07/23 04:44:36] openrec INFO: epoch: [34/60], global_step: 54790, lr: 0.000233, loss: 0.222943, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.39617 s, avg_samples: 256.0, ips: 646.19367 samples/s, eta: 5:25:03 +[2025/07/23 04:44:40] openrec INFO: epoch: [34/60], global_step: 54800, lr: 0.000233, loss: 0.228504, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.37286 s, avg_samples: 256.0, ips: 686.58051 samples/s, eta: 5:24:58 +[2025/07/23 04:44:44] openrec INFO: epoch: [34/60], global_step: 54810, lr: 0.000232, loss: 0.207350, avg_reader_cost: 0.01115 s, avg_batch_cost: 0.35616 s, avg_samples: 256.0, ips: 718.77409 samples/s, eta: 5:24:53 +[2025/07/23 04:44:47] openrec INFO: epoch: [34/60], global_step: 54820, lr: 0.000232, loss: 0.191944, avg_reader_cost: 0.00865 s, 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+[2025/07/23 04:45:59] openrec INFO: cur metric, acc: 0.9397075042222579, norm_edit_dis: 0.9776176611142008, num_samples: 7248, fps: 2815.6269184848343 +[2025/07/23 04:45:59] openrec INFO: best metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896, best_epoch: 30 +[2025/07/23 04:46:03] openrec INFO: epoch: [34/60], global_step: 55010, lr: 0.000231, loss: 0.211032, avg_reader_cost: 0.36851 s, avg_batch_cost: 0.79410 s, avg_samples: 256.0, ips: 322.37710 samples/s, eta: 5:23:19 +[2025/07/23 04:46:07] openrec INFO: epoch: [34/60], global_step: 55020, lr: 0.000231, loss: 0.213187, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.36313 s, avg_samples: 256.0, ips: 704.97785 samples/s, eta: 5:23:14 +[2025/07/23 04:46:11] openrec INFO: epoch: [34/60], global_step: 55030, lr: 0.000231, loss: 0.227619, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.37004 s, avg_samples: 256.0, ips: 691.81717 samples/s, eta: 5:23:09 +[2025/07/23 04:46:14] openrec 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eta: 5:20:15 +[2025/07/23 04:48:43] openrec INFO: epoch: [34/60], global_step: 55410, lr: 0.000228, loss: 0.189572, avg_reader_cost: 0.00902 s, avg_batch_cost: 0.35115 s, avg_samples: 256.0, ips: 729.03780 samples/s, eta: 5:20:10 +[2025/07/23 04:48:46] openrec INFO: epoch: [34/60], global_step: 55420, lr: 0.000227, loss: 0.211067, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.38817 s, avg_samples: 256.0, ips: 659.50627 samples/s, eta: 5:20:06 +[2025/07/23 04:48:50] openrec INFO: epoch: [34/60], global_step: 55430, lr: 0.000227, loss: 0.219358, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.36037 s, avg_samples: 256.0, ips: 710.37744 samples/s, eta: 5:20:01 +[2025/07/23 04:48:54] openrec INFO: epoch: [34/60], global_step: 55440, lr: 0.000227, loss: 0.210475, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.40958 s, avg_samples: 256.0, ips: 625.02536 samples/s, eta: 5:19:56 +[2025/07/23 04:48:58] openrec INFO: epoch: [34/60], global_step: 55450, lr: 0.000227, loss: 0.218932, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.37417 s, avg_samples: 256.0, ips: 684.17555 samples/s, eta: 5:19:51 +[2025/07/23 04:49:02] openrec INFO: epoch: [34/60], global_step: 55460, lr: 0.000227, loss: 0.255536, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.36973 s, avg_samples: 256.0, ips: 692.40078 samples/s, eta: 5:19:46 +[2025/07/23 04:49:05] openrec INFO: epoch: [34/60], global_step: 55470, lr: 0.000227, loss: 0.245888, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.33940 s, avg_samples: 256.0, ips: 754.27335 samples/s, eta: 5:19:41 +[2025/07/23 04:49:09] openrec INFO: epoch: [34/60], global_step: 55480, lr: 0.000227, loss: 0.211607, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.35447 s, avg_samples: 256.0, ips: 722.20155 samples/s, eta: 5:19:36 +[2025/07/23 04:49:12] openrec INFO: epoch: [34/60], global_step: 55490, lr: 0.000227, loss: 0.219322, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.38438 s, avg_samples: 256.0, ips: 666.01201 samples/s, eta: 5:19:31 +[2025/07/23 04:49:16] openrec INFO: epoch: [34/60], global_step: 55500, lr: 0.000227, loss: 0.216956, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.39006 s, avg_samples: 256.0, ips: 656.30167 samples/s, eta: 5:19:26 +[2025/07/23 04:49:20] openrec INFO: cur metric, acc: 0.9377759368960046, norm_edit_dis: 0.977256184776042, num_samples: 7248, fps: 2829.7623677716497 +[2025/07/23 04:49:20] openrec INFO: best metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896, best_epoch: 30 +[2025/07/23 04:49:24] openrec INFO: epoch: [34/60], global_step: 55510, lr: 0.000227, loss: 0.213141, avg_reader_cost: 0.37166 s, avg_batch_cost: 0.74599 s, avg_samples: 256.0, ips: 343.16658 samples/s, eta: 5:19:24 +[2025/07/23 04:49:28] openrec INFO: epoch: [34/60], global_step: 55520, lr: 0.000227, loss: 0.213541, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.36251 s, avg_samples: 256.0, ips: 706.17801 samples/s, eta: 5:19:20 +[2025/07/23 04:49:31] openrec INFO: epoch: [34/60], global_step: 55530, lr: 0.000227, loss: 0.209562, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.37564 s, avg_samples: 256.0, ips: 681.50502 samples/s, eta: 5:19:15 +[2025/07/23 04:49:35] openrec INFO: epoch: [34/60], global_step: 55540, lr: 0.000226, loss: 0.229873, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.36276 s, avg_samples: 256.0, ips: 705.69360 samples/s, eta: 5:19:10 +[2025/07/23 04:49:39] openrec INFO: epoch: [34/60], global_step: 55550, lr: 0.000226, loss: 0.237969, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.36719 s, avg_samples: 256.0, ips: 697.19153 samples/s, eta: 5:19:05 +[2025/07/23 04:49:42] openrec INFO: epoch: [34/60], global_step: 55560, lr: 0.000226, loss: 0.213994, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.35850 s, avg_samples: 256.0, ips: 714.08190 samples/s, eta: 5:19:00 +[2025/07/23 04:49:46] openrec INFO: epoch: [34/60], global_step: 55570, lr: 0.000226, loss: 0.191845, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.35721 s, avg_samples: 256.0, ips: 716.66509 samples/s, eta: 5:18:55 +[2025/07/23 04:49:49] openrec INFO: epoch: [34/60], global_step: 55580, lr: 0.000226, loss: 0.209008, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.34423 s, avg_samples: 256.0, ips: 743.68045 samples/s, eta: 5:18:50 +[2025/07/23 04:49:53] openrec INFO: epoch: [34/60], global_step: 55590, lr: 0.000226, loss: 0.204563, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.35199 s, avg_samples: 256.0, ips: 727.28992 samples/s, eta: 5:18:45 +[2025/07/23 04:49:56] openrec INFO: epoch: [34/60], global_step: 55600, lr: 0.000226, loss: 0.187027, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.36198 s, avg_samples: 256.0, ips: 707.21560 samples/s, eta: 5:18:40 +[2025/07/23 04:50:00] openrec INFO: epoch: [34/60], global_step: 55610, lr: 0.000226, loss: 0.201011, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.36763 s, avg_samples: 256.0, ips: 696.34322 samples/s, eta: 5:18:35 +[2025/07/23 04:50:04] openrec INFO: epoch: [34/60], global_step: 55620, lr: 0.000226, loss: 0.201840, avg_reader_cost: 0.00899 s, avg_batch_cost: 0.35638 s, avg_samples: 256.0, ips: 718.34189 samples/s, eta: 5:18:30 +[2025/07/23 04:50:07] openrec INFO: epoch: [34/60], global_step: 55630, lr: 0.000226, loss: 0.194530, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.36396 s, avg_samples: 256.0, ips: 703.37127 samples/s, eta: 5:18:25 +[2025/07/23 04:50:11] openrec INFO: epoch: [34/60], global_step: 55640, lr: 0.000226, loss: 0.201184, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.35814 s, avg_samples: 256.0, ips: 714.79572 samples/s, eta: 5:18:20 +[2025/07/23 04:50:15] openrec INFO: epoch: [34/60], global_step: 55650, lr: 0.000226, loss: 0.208046, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.36437 s, avg_samples: 256.0, ips: 702.57424 samples/s, eta: 5:18:15 +[2025/07/23 04:50:18] openrec INFO: epoch: [34/60], global_step: 55660, lr: 0.000225, loss: 0.204225, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.36970 s, avg_samples: 256.0, ips: 692.45865 samples/s, eta: 5:18:10 +[2025/07/23 04:50:22] openrec INFO: epoch: [34/60], global_step: 55670, lr: 0.000225, loss: 0.220149, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.35220 s, avg_samples: 256.0, ips: 726.85559 samples/s, eta: 5:18:05 +[2025/07/23 04:50:26] openrec INFO: epoch: [34/60], global_step: 55680, lr: 0.000225, loss: 0.224146, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.39714 s, avg_samples: 256.0, ips: 644.60837 samples/s, eta: 5:18:00 +[2025/07/23 04:50:30] openrec INFO: epoch: [34/60], global_step: 55690, lr: 0.000225, loss: 0.215930, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.37104 s, avg_samples: 256.0, ips: 689.95339 samples/s, eta: 5:17:55 +[2025/07/23 04:50:33] openrec INFO: epoch: [34/60], global_step: 55700, lr: 0.000225, loss: 0.222595, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.34922 s, avg_samples: 256.0, ips: 733.06483 samples/s, eta: 5:17:50 +[2025/07/23 04:50:37] openrec INFO: epoch: [34/60], global_step: 55710, lr: 0.000225, loss: 0.216113, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.39288 s, avg_samples: 256.0, ips: 651.60132 samples/s, eta: 5:17:45 +[2025/07/23 04:50:41] openrec INFO: epoch: [34/60], global_step: 55720, lr: 0.000225, loss: 0.191031, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.37167 s, avg_samples: 256.0, ips: 688.78340 samples/s, eta: 5:17:40 +[2025/07/23 04:50:44] openrec INFO: epoch: [34/60], global_step: 55730, lr: 0.000225, loss: 0.209210, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.37435 s, avg_samples: 256.0, ips: 683.84591 samples/s, eta: 5:17:36 +[2025/07/23 04:50:48] openrec INFO: epoch: [34/60], global_step: 55740, lr: 0.000225, loss: 0.209456, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.38694 s, avg_samples: 256.0, ips: 661.59312 samples/s, eta: 5:17:31 +[2025/07/23 04:50:52] openrec INFO: epoch: [34/60], global_step: 55750, lr: 0.000225, loss: 0.199936, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.38232 s, avg_samples: 256.0, ips: 669.58839 samples/s, eta: 5:17:26 +[2025/07/23 04:50:56] openrec INFO: epoch: [34/60], global_step: 55760, lr: 0.000225, loss: 0.208455, avg_reader_cost: 0.01100 s, avg_batch_cost: 0.34105 s, avg_samples: 256.0, ips: 750.61546 samples/s, eta: 5:17:21 +[2025/07/23 04:50:59] openrec INFO: epoch: [34/60], global_step: 55770, lr: 0.000225, loss: 0.212042, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.35995 s, avg_samples: 256.0, ips: 711.20010 samples/s, eta: 5:17:16 +[2025/07/23 04:51:03] openrec INFO: epoch: [34/60], global_step: 55780, lr: 0.000224, loss: 0.212042, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.35590 s, avg_samples: 256.0, ips: 719.31151 samples/s, eta: 5:17:11 +[2025/07/23 04:51:07] openrec INFO: epoch: [34/60], global_step: 55790, lr: 0.000224, loss: 0.227345, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.37407 s, avg_samples: 256.0, ips: 684.35534 samples/s, eta: 5:17:06 +[2025/07/23 04:51:10] openrec INFO: epoch: [34/60], global_step: 55800, lr: 0.000224, loss: 0.195469, avg_reader_cost: 0.00937 s, avg_batch_cost: 0.36188 s, avg_samples: 256.0, ips: 707.41912 samples/s, eta: 5:17:01 +[2025/07/23 04:51:14] openrec INFO: epoch: [34/60], global_step: 55810, lr: 0.000224, loss: 0.218160, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.35005 s, avg_samples: 256.0, ips: 731.32689 samples/s, eta: 5:16:56 +[2025/07/23 04:51:17] openrec INFO: epoch: [34/60], global_step: 55820, lr: 0.000224, loss: 0.233099, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.36893 s, avg_samples: 256.0, ips: 693.89636 samples/s, eta: 5:16:51 +[2025/07/23 04:51:19] openrec INFO: epoch: [34/60], global_step: 55823, lr: 0.000224, loss: 0.244935, avg_reader_cost: 0.00298 s, avg_batch_cost: 0.12457 s, avg_samples: 76.8, ips: 616.50602 samples/s, eta: 5:16:50 +[2025/07/23 04:51:35] openrec INFO: cur metric, acc: 0.9374999987065398, norm_edit_dis: 0.9772296256364932, num_samples: 7248, fps: 492.54599946300084 +[2025/07/23 04:51:35] openrec INFO: best metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896, best_epoch: 30 +[2025/07/23 04:51:36] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 04:51:37] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_34.pth +[2025/07/23 04:51:37] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep15/gpu1_ep15 +[2025/07/23 04:51:37] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep15/gpu0_ep15 +[2025/07/23 04:51:37] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep15/gpu3_ep15 +[2025/07/23 04:51:37] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep15/gpu2_ep15 +[2025/07/23 04:51:46] openrec INFO: 0 +[2025/07/23 04:51:46] openrec INFO: 791748 +[2025/07/23 04:51:46] openrec INFO: 960783 +[2025/07/23 04:51:46] openrec INFO: 666644 +[2025/07/23 04:51:46] openrec INFO: 997351 +[2025/07/23 04:51:51] openrec INFO: epoch: [35/60], global_step: 55830, lr: 0.000224, loss: 0.194275, avg_reader_cost: 3.00918 s, avg_batch_cost: 3.24711 s, avg_samples: 179.2, ips: 55.18748 samples/s, eta: 5:16:58 +[2025/07/23 04:51:55] openrec INFO: epoch: [35/60], global_step: 55840, lr: 0.000224, loss: 0.213182, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.35203 s, avg_samples: 256.0, ips: 727.20436 samples/s, eta: 5:16:53 +[2025/07/23 04:51:58] openrec INFO: epoch: [35/60], global_step: 55850, lr: 0.000224, loss: 0.217820, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.34158 s, avg_samples: 256.0, ips: 749.45733 samples/s, eta: 5:16:48 +[2025/07/23 04:52:02] openrec INFO: epoch: [35/60], global_step: 55860, lr: 0.000224, loss: 0.219153, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.35813 s, avg_samples: 256.0, ips: 714.82351 samples/s, eta: 5:16:43 +[2025/07/23 04:52:05] openrec INFO: epoch: [35/60], global_step: 55870, lr: 0.000224, loss: 0.218609, 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metric, acc: 0.9351545240960892, norm_edit_dis: 0.9764741442302216, num_samples: 7248, fps: 2833.3333543345775 +[2025/07/23 04:52:56] openrec INFO: best metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896, best_epoch: 30 +[2025/07/23 04:53:00] openrec INFO: epoch: [35/60], global_step: 56010, lr: 0.000223, loss: 0.212060, avg_reader_cost: 0.37261 s, avg_batch_cost: 0.71171 s, avg_samples: 256.0, ips: 359.69507 samples/s, eta: 5:15:31 +[2025/07/23 04:53:03] openrec INFO: epoch: [35/60], global_step: 56020, lr: 0.000223, loss: 0.228334, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.34993 s, avg_samples: 256.0, ips: 731.58266 samples/s, eta: 5:15:26 +[2025/07/23 04:53:07] openrec INFO: epoch: [35/60], global_step: 56030, lr: 0.000222, loss: 0.222338, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.36458 s, avg_samples: 256.0, ips: 702.17943 samples/s, eta: 5:15:21 +[2025/07/23 04:53:10] openrec INFO: epoch: [35/60], global_step: 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04:54:03] openrec INFO: epoch: [35/60], global_step: 56180, lr: 0.000221, loss: 0.222335, avg_reader_cost: 0.01086 s, avg_batch_cost: 0.36042 s, avg_samples: 256.0, ips: 710.28642 samples/s, eta: 5:14:08 +[2025/07/23 04:54:06] openrec INFO: epoch: [35/60], global_step: 56190, lr: 0.000221, loss: 0.218320, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.38699 s, avg_samples: 256.0, ips: 661.51409 samples/s, eta: 5:14:03 +[2025/07/23 04:54:10] openrec INFO: epoch: [35/60], global_step: 56200, lr: 0.000221, loss: 0.200491, avg_reader_cost: 0.01072 s, avg_batch_cost: 0.36450 s, avg_samples: 256.0, ips: 702.32765 samples/s, eta: 5:13:58 +[2025/07/23 04:54:14] openrec INFO: epoch: [35/60], global_step: 56210, lr: 0.000221, loss: 0.204908, avg_reader_cost: 0.01530 s, avg_batch_cost: 0.38593 s, avg_samples: 256.0, ips: 663.34008 samples/s, eta: 5:13:53 +[2025/07/23 04:54:17] openrec INFO: epoch: [35/60], global_step: 56220, lr: 0.000221, loss: 0.206182, avg_reader_cost: 0.01255 s, 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[35/60], global_step: 56270, lr: 0.000220, loss: 0.213991, avg_reader_cost: 0.00895 s, avg_batch_cost: 0.35553 s, avg_samples: 256.0, ips: 720.05045 samples/s, eta: 5:13:24 +[2025/07/23 04:54:39] openrec INFO: epoch: [35/60], global_step: 56280, lr: 0.000220, loss: 0.208575, avg_reader_cost: 0.00922 s, avg_batch_cost: 0.35033 s, avg_samples: 256.0, ips: 730.73821 samples/s, eta: 5:13:19 +[2025/07/23 04:54:43] openrec INFO: epoch: [35/60], global_step: 56290, lr: 0.000220, loss: 0.206517, avg_reader_cost: 0.00892 s, avg_batch_cost: 0.35375 s, avg_samples: 256.0, ips: 723.66932 samples/s, eta: 5:13:14 +[2025/07/23 04:54:47] openrec INFO: epoch: [35/60], global_step: 56300, lr: 0.000220, loss: 0.206286, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.38418 s, avg_samples: 256.0, ips: 666.34762 samples/s, eta: 5:13:09 +[2025/07/23 04:54:50] openrec INFO: epoch: [35/60], global_step: 56310, lr: 0.000220, loss: 0.232049, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.35148 s, avg_samples: 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+[2025/07/23 04:55:27] openrec INFO: epoch: [35/60], global_step: 56410, lr: 0.000219, loss: 0.222829, avg_reader_cost: 0.00909 s, avg_batch_cost: 0.34771 s, avg_samples: 256.0, ips: 736.23691 samples/s, eta: 5:12:14 +[2025/07/23 04:55:30] openrec INFO: epoch: [35/60], global_step: 56420, lr: 0.000219, loss: 0.233160, avg_reader_cost: 0.00938 s, avg_batch_cost: 0.35552 s, avg_samples: 256.0, ips: 720.07063 samples/s, eta: 5:12:09 +[2025/07/23 04:55:34] openrec INFO: epoch: [35/60], global_step: 56430, lr: 0.000219, loss: 0.200643, avg_reader_cost: 0.00938 s, avg_batch_cost: 0.36851 s, avg_samples: 256.0, ips: 694.69395 samples/s, eta: 5:12:05 +[2025/07/23 04:55:37] openrec INFO: epoch: [35/60], global_step: 56440, lr: 0.000219, loss: 0.222651, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.35634 s, avg_samples: 256.0, ips: 718.40523 samples/s, eta: 5:12:00 +[2025/07/23 04:55:41] openrec INFO: epoch: [35/60], global_step: 56450, lr: 0.000219, loss: 0.228074, avg_reader_cost: 0.00934 s, 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+[2025/07/23 05:01:18] openrec INFO: epoch: [35/60], global_step: 57300, lr: 0.000212, loss: 0.191522, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.36851 s, avg_samples: 256.0, ips: 694.69238 samples/s, eta: 5:05:17 +[2025/07/23 05:01:21] openrec INFO: epoch: [35/60], global_step: 57310, lr: 0.000212, loss: 0.212577, avg_reader_cost: 0.01085 s, avg_batch_cost: 0.36123 s, avg_samples: 256.0, ips: 708.68018 samples/s, eta: 5:05:12 +[2025/07/23 05:01:25] openrec INFO: epoch: [35/60], global_step: 57320, lr: 0.000212, loss: 0.201537, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.35001 s, avg_samples: 256.0, ips: 731.40914 samples/s, eta: 5:05:07 +[2025/07/23 05:01:29] openrec INFO: epoch: [35/60], global_step: 57330, lr: 0.000212, loss: 0.208524, avg_reader_cost: 0.01038 s, avg_batch_cost: 0.37909 s, avg_samples: 256.0, ips: 675.30240 samples/s, eta: 5:05:02 +[2025/07/23 05:01:33] openrec INFO: epoch: [35/60], global_step: 57340, lr: 0.000212, loss: 0.216396, avg_reader_cost: 0.01047 s, 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[35/60], global_step: 57390, lr: 0.000211, loss: 0.205042, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.38766 s, avg_samples: 256.0, ips: 660.36534 samples/s, eta: 5:04:34 +[2025/07/23 05:01:56] openrec INFO: epoch: [35/60], global_step: 57400, lr: 0.000211, loss: 0.214095, avg_reader_cost: 0.01069 s, avg_batch_cost: 0.39421 s, avg_samples: 256.0, ips: 649.40293 samples/s, eta: 5:04:29 +[2025/07/23 05:02:00] openrec INFO: epoch: [35/60], global_step: 57410, lr: 0.000211, loss: 0.212347, avg_reader_cost: 0.01254 s, avg_batch_cost: 0.38556 s, avg_samples: 256.0, ips: 663.96319 samples/s, eta: 5:04:24 +[2025/07/23 05:02:04] openrec INFO: epoch: [35/60], global_step: 57420, lr: 0.000211, loss: 0.208797, avg_reader_cost: 0.01069 s, avg_batch_cost: 0.37890 s, avg_samples: 256.0, ips: 675.63116 samples/s, eta: 5:04:19 +[2025/07/23 05:02:08] openrec INFO: epoch: [35/60], global_step: 57430, lr: 0.000211, loss: 0.214691, avg_reader_cost: 0.01084 s, avg_batch_cost: 0.41959 s, avg_samples: 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loss: 0.207105, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.38917 s, avg_samples: 256.0, ips: 657.80630 samples/s, eta: 5:03:51 +[2025/07/23 05:02:31] openrec INFO: epoch: [35/60], global_step: 57490, lr: 0.000210, loss: 0.202172, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.41598 s, avg_samples: 256.0, ips: 615.41035 samples/s, eta: 5:03:47 +[2025/07/23 05:02:32] openrec INFO: epoch: [35/60], global_step: 57493, lr: 0.000210, loss: 0.202172, avg_reader_cost: 0.00340 s, avg_batch_cost: 0.12873 s, avg_samples: 76.8, ips: 596.60510 samples/s, eta: 5:03:45 +[2025/07/23 05:02:47] openrec INFO: cur metric, acc: 0.9394315660327931, norm_edit_dis: 0.9781949694385218, num_samples: 7248, fps: 534.4314412881029 +[2025/07/23 05:02:47] openrec INFO: best metric, acc: 0.9398454733169903, norm_edit_dis: 0.977684989959572, num_samples: 7248, fps: 525.8902947831896, best_epoch: 30 +[2025/07/23 05:02:49] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 05:02:50] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_35.pth +[2025/07/23 05:02:50] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep16/gpu3_ep16 +[2025/07/23 05:02:50] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep16/gpu1_ep16 +[2025/07/23 05:02:50] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep16/gpu0_ep16 +[2025/07/23 05:02:50] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep16/gpu2_ep16 +[2025/07/23 05:02:59] openrec INFO: 0 +[2025/07/23 05:02:59] openrec INFO: 790918 +[2025/07/23 05:02:59] openrec INFO: 960832 +[2025/07/23 05:02:59] openrec INFO: 667727 +[2025/07/23 05:02:59] openrec INFO: 997470 +[2025/07/23 05:03:04] openrec INFO: epoch: [36/60], global_step: 57500, lr: 0.000210, loss: 0.200753, avg_reader_cost: 2.92355 s, avg_batch_cost: 3.17903 s, avg_samples: 179.2, ips: 56.36939 samples/s, eta: 5:04:25 +[2025/07/23 05:03:08] openrec INFO: cur metric, acc: 0.9406732878853846, norm_edit_dis: 0.9778711459880756, num_samples: 7248, fps: 2789.285638511781 +[2025/07/23 05:03:08] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 05:03:08] openrec INFO: best metric, acc: 0.9406732878853846, norm_edit_dis: 0.9778711459880756, num_samples: 7248, fps: 2789.285638511781, best_epoch: 36 +[2025/07/23 05:03:12] openrec INFO: epoch: [36/60], global_step: 57510, lr: 0.000210, loss: 0.188087, avg_reader_cost: 0.43764 s, avg_batch_cost: 0.78250 s, avg_samples: 256.0, ips: 327.15767 samples/s, eta: 5:04:23 +[2025/07/23 05:03:16] openrec INFO: epoch: [36/60], global_step: 57520, lr: 0.000210, loss: 0.197757, avg_reader_cost: 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eta: 5:01:06 +[2025/07/23 05:06:02] openrec INFO: epoch: [36/60], global_step: 57940, lr: 0.000207, loss: 0.220957, avg_reader_cost: 0.01062 s, avg_batch_cost: 0.39322 s, avg_samples: 256.0, ips: 651.04026 samples/s, eta: 5:01:02 +[2025/07/23 05:06:05] openrec INFO: epoch: [36/60], global_step: 57950, lr: 0.000207, loss: 0.222055, avg_reader_cost: 0.01124 s, avg_batch_cost: 0.38625 s, avg_samples: 256.0, ips: 662.77794 samples/s, eta: 5:00:57 +[2025/07/23 05:06:09] openrec INFO: epoch: [36/60], global_step: 57960, lr: 0.000207, loss: 0.234484, avg_reader_cost: 0.01092 s, avg_batch_cost: 0.38922 s, avg_samples: 256.0, ips: 657.73340 samples/s, eta: 5:00:52 +[2025/07/23 05:06:13] openrec INFO: epoch: [36/60], global_step: 57970, lr: 0.000207, loss: 0.216484, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.38296 s, avg_samples: 256.0, ips: 668.47074 samples/s, eta: 5:00:47 +[2025/07/23 05:06:17] openrec INFO: epoch: [36/60], global_step: 57980, lr: 0.000207, loss: 0.197793, avg_reader_cost: 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global_step: 58060, lr: 0.000206, loss: 0.187528, avg_reader_cost: 0.01116 s, avg_batch_cost: 0.38104 s, avg_samples: 256.0, ips: 671.85006 samples/s, eta: 5:00:08 +[2025/07/23 05:06:57] openrec INFO: epoch: [36/60], global_step: 58070, lr: 0.000206, loss: 0.185280, avg_reader_cost: 0.01126 s, avg_batch_cost: 0.41269 s, avg_samples: 256.0, ips: 620.32558 samples/s, eta: 5:00:04 +[2025/07/23 05:07:01] openrec INFO: epoch: [36/60], global_step: 58080, lr: 0.000206, loss: 0.177260, avg_reader_cost: 0.01166 s, avg_batch_cost: 0.40023 s, avg_samples: 256.0, ips: 639.63701 samples/s, eta: 4:59:59 +[2025/07/23 05:07:05] openrec INFO: epoch: [36/60], global_step: 58090, lr: 0.000206, loss: 0.191591, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.38645 s, avg_samples: 256.0, ips: 662.44293 samples/s, eta: 4:59:54 +[2025/07/23 05:07:09] openrec INFO: epoch: [36/60], global_step: 58100, lr: 0.000206, loss: 0.200172, avg_reader_cost: 0.01164 s, avg_batch_cost: 0.42768 s, avg_samples: 256.0, ips: 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+[2025/07/23 05:07:49] openrec INFO: epoch: [36/60], global_step: 58200, lr: 0.000205, loss: 0.212947, avg_reader_cost: 0.01272 s, avg_batch_cost: 0.39268 s, avg_samples: 256.0, ips: 651.93044 samples/s, eta: 4:59:03 +[2025/07/23 05:07:53] openrec INFO: epoch: [36/60], global_step: 58210, lr: 0.000205, loss: 0.202280, avg_reader_cost: 0.01095 s, avg_batch_cost: 0.38336 s, avg_samples: 256.0, ips: 667.77672 samples/s, eta: 4:58:59 +[2025/07/23 05:07:57] openrec INFO: epoch: [36/60], global_step: 58220, lr: 0.000205, loss: 0.224778, avg_reader_cost: 0.01198 s, avg_batch_cost: 0.43563 s, avg_samples: 256.0, ips: 587.65645 samples/s, eta: 4:58:54 +[2025/07/23 05:08:01] openrec INFO: epoch: [36/60], global_step: 58230, lr: 0.000204, loss: 0.214807, avg_reader_cost: 0.01157 s, avg_batch_cost: 0.43076 s, avg_samples: 256.0, ips: 594.30035 samples/s, eta: 4:58:50 +[2025/07/23 05:08:06] openrec INFO: epoch: [36/60], global_step: 58240, lr: 0.000204, loss: 0.217738, avg_reader_cost: 0.01152 s, 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[36/60], global_step: 58290, lr: 0.000204, loss: 0.216990, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.39391 s, avg_samples: 256.0, ips: 649.89653 samples/s, eta: 4:58:23 +[2025/07/23 05:08:30] openrec INFO: epoch: [36/60], global_step: 58300, lr: 0.000204, loss: 0.225021, avg_reader_cost: 0.01123 s, avg_batch_cost: 0.41785 s, avg_samples: 256.0, ips: 612.65565 samples/s, eta: 4:58:18 +[2025/07/23 05:08:34] openrec INFO: epoch: [36/60], global_step: 58310, lr: 0.000204, loss: 0.236293, avg_reader_cost: 0.01190 s, avg_batch_cost: 0.39080 s, avg_samples: 256.0, ips: 655.06341 samples/s, eta: 4:58:13 +[2025/07/23 05:08:38] openrec INFO: epoch: [36/60], global_step: 58320, lr: 0.000204, loss: 0.231624, avg_reader_cost: 0.01182 s, avg_batch_cost: 0.41551 s, avg_samples: 256.0, ips: 616.11229 samples/s, eta: 4:58:09 +[2025/07/23 05:08:42] openrec INFO: epoch: [36/60], global_step: 58330, lr: 0.000204, loss: 0.225287, avg_reader_cost: 0.01204 s, avg_batch_cost: 0.42913 s, avg_samples: 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+[2025/07/23 05:09:22] openrec INFO: epoch: [36/60], global_step: 58430, lr: 0.000203, loss: 0.219252, avg_reader_cost: 0.01194 s, avg_batch_cost: 0.42169 s, avg_samples: 256.0, ips: 607.08366 samples/s, eta: 4:57:18 +[2025/07/23 05:09:26] openrec INFO: epoch: [36/60], global_step: 58440, lr: 0.000203, loss: 0.223933, avg_reader_cost: 0.01170 s, avg_batch_cost: 0.43116 s, avg_samples: 256.0, ips: 593.74080 samples/s, eta: 4:57:14 +[2025/07/23 05:09:30] openrec INFO: epoch: [36/60], global_step: 58450, lr: 0.000203, loss: 0.209987, avg_reader_cost: 0.01043 s, avg_batch_cost: 0.37164 s, avg_samples: 256.0, ips: 688.83934 samples/s, eta: 4:57:09 +[2025/07/23 05:09:34] openrec INFO: epoch: [36/60], global_step: 58460, lr: 0.000203, loss: 0.202597, avg_reader_cost: 0.01145 s, avg_batch_cost: 0.41243 s, avg_samples: 256.0, ips: 620.70669 samples/s, eta: 4:57:04 +[2025/07/23 05:09:51] openrec INFO: epoch: [36/60], global_step: 58470, lr: 0.000203, loss: 0.204625, avg_reader_cost: 0.01098 s, 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eta: 4:56:13 +[2025/07/23 05:10:43] openrec INFO: epoch: [36/60], global_step: 58600, lr: 0.000201, loss: 0.201695, avg_reader_cost: 0.01082 s, avg_batch_cost: 0.38498 s, avg_samples: 256.0, ips: 664.96770 samples/s, eta: 4:56:08 +[2025/07/23 05:10:46] openrec INFO: epoch: [36/60], global_step: 58610, lr: 0.000201, loss: 0.182077, avg_reader_cost: 0.01077 s, avg_batch_cost: 0.35909 s, avg_samples: 256.0, ips: 712.91884 samples/s, eta: 4:56:03 +[2025/07/23 05:10:50] openrec INFO: epoch: [36/60], global_step: 58620, lr: 0.000201, loss: 0.176730, avg_reader_cost: 0.01099 s, avg_batch_cost: 0.37663 s, avg_samples: 256.0, ips: 679.70823 samples/s, eta: 4:55:58 +[2025/07/23 05:10:54] openrec INFO: epoch: [36/60], global_step: 58630, lr: 0.000201, loss: 0.181142, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.34956 s, avg_samples: 256.0, ips: 732.35693 samples/s, eta: 4:55:53 +[2025/07/23 05:10:57] openrec INFO: epoch: [36/60], global_step: 58640, lr: 0.000201, loss: 0.192189, avg_reader_cost: 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INFO: epoch: [36/60], global_step: 58690, lr: 0.000201, loss: 0.207590, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.35183 s, avg_samples: 256.0, ips: 727.62960 samples/s, eta: 4:55:24 +[2025/07/23 05:11:19] openrec INFO: epoch: [36/60], global_step: 58700, lr: 0.000201, loss: 0.174941, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.36135 s, avg_samples: 256.0, ips: 708.45364 samples/s, eta: 4:55:19 +[2025/07/23 05:11:22] openrec INFO: epoch: [36/60], global_step: 58710, lr: 0.000201, loss: 0.176291, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.37459 s, avg_samples: 256.0, ips: 683.40836 samples/s, eta: 4:55:14 +[2025/07/23 05:11:26] openrec INFO: epoch: [36/60], global_step: 58720, lr: 0.000201, loss: 0.197876, avg_reader_cost: 0.01068 s, avg_batch_cost: 0.36685 s, avg_samples: 256.0, ips: 697.83400 samples/s, eta: 4:55:09 +[2025/07/23 05:11:30] openrec INFO: epoch: [36/60], global_step: 58730, lr: 0.000200, loss: 0.196475, avg_reader_cost: 0.01114 s, avg_batch_cost: 0.37440 s, 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lr: 0.000200, loss: 0.208665, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.36571 s, avg_samples: 256.0, ips: 700.00241 samples/s, eta: 4:54:40 +[2025/07/23 05:11:52] openrec INFO: epoch: [36/60], global_step: 58790, lr: 0.000200, loss: 0.228329, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.38424 s, avg_samples: 256.0, ips: 666.24409 samples/s, eta: 4:54:36 +[2025/07/23 05:11:56] openrec INFO: epoch: [36/60], global_step: 58800, lr: 0.000200, loss: 0.208681, avg_reader_cost: 0.01104 s, avg_batch_cost: 0.36221 s, avg_samples: 256.0, ips: 706.76513 samples/s, eta: 4:54:31 +[2025/07/23 05:12:00] openrec INFO: epoch: [36/60], global_step: 58810, lr: 0.000200, loss: 0.201894, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.37787 s, avg_samples: 256.0, ips: 677.48349 samples/s, eta: 4:54:26 +[2025/07/23 05:12:03] openrec INFO: epoch: [36/60], global_step: 58820, lr: 0.000200, loss: 0.213503, avg_reader_cost: 0.01117 s, avg_batch_cost: 0.38292 s, avg_samples: 256.0, ips: 668.54658 samples/s, eta: 4:54:21 +[2025/07/23 05:12:07] openrec INFO: epoch: [36/60], global_step: 58830, lr: 0.000200, loss: 0.220182, avg_reader_cost: 0.01101 s, avg_batch_cost: 0.37968 s, avg_samples: 256.0, ips: 674.25583 samples/s, eta: 4:54:17 +[2025/07/23 05:12:11] openrec INFO: epoch: [36/60], global_step: 58840, lr: 0.000200, loss: 0.204787, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.37704 s, avg_samples: 256.0, ips: 678.96691 samples/s, eta: 4:54:12 +[2025/07/23 05:12:15] openrec INFO: epoch: [36/60], global_step: 58850, lr: 0.000199, loss: 0.207638, avg_reader_cost: 0.01089 s, avg_batch_cost: 0.38458 s, avg_samples: 256.0, ips: 665.66959 samples/s, eta: 4:54:07 +[2025/07/23 05:12:19] openrec INFO: epoch: [36/60], global_step: 58860, lr: 0.000199, loss: 0.207638, avg_reader_cost: 0.01088 s, avg_batch_cost: 0.37964 s, avg_samples: 256.0, ips: 674.32256 samples/s, eta: 4:54:02 +[2025/07/23 05:12:23] openrec INFO: epoch: [36/60], global_step: 58870, lr: 0.000199, loss: 0.204557, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.38694 s, avg_samples: 256.0, ips: 661.60511 samples/s, eta: 4:53:58 +[2025/07/23 05:12:26] openrec INFO: epoch: [36/60], global_step: 58880, lr: 0.000199, loss: 0.198590, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.37822 s, avg_samples: 256.0, ips: 676.85993 samples/s, eta: 4:53:53 +[2025/07/23 05:12:30] openrec INFO: epoch: [36/60], global_step: 58890, lr: 0.000199, loss: 0.217749, avg_reader_cost: 0.01074 s, avg_batch_cost: 0.36011 s, avg_samples: 256.0, ips: 710.89032 samples/s, eta: 4:53:48 +[2025/07/23 05:12:34] openrec INFO: epoch: [36/60], global_step: 58900, lr: 0.000199, loss: 0.196640, avg_reader_cost: 0.01126 s, avg_batch_cost: 0.41058 s, avg_samples: 256.0, ips: 623.50228 samples/s, eta: 4:53:43 +[2025/07/23 05:12:38] openrec INFO: epoch: [36/60], global_step: 58910, lr: 0.000199, loss: 0.192296, avg_reader_cost: 0.01093 s, avg_batch_cost: 0.37192 s, avg_samples: 256.0, ips: 688.31329 samples/s, eta: 4:53:39 +[2025/07/23 05:12:42] openrec INFO: epoch: [36/60], global_step: 58920, lr: 0.000199, loss: 0.194188, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.37765 s, avg_samples: 256.0, ips: 677.88191 samples/s, eta: 4:53:34 +[2025/07/23 05:12:45] openrec INFO: epoch: [36/60], global_step: 58930, lr: 0.000199, loss: 0.202955, avg_reader_cost: 0.01133 s, avg_batch_cost: 0.37177 s, avg_samples: 256.0, ips: 688.59320 samples/s, eta: 4:53:29 +[2025/07/23 05:12:49] openrec INFO: epoch: [36/60], global_step: 58940, lr: 0.000199, loss: 0.199404, avg_reader_cost: 0.01036 s, avg_batch_cost: 0.35940 s, avg_samples: 256.0, ips: 712.29996 samples/s, eta: 4:53:24 +[2025/07/23 05:12:53] openrec INFO: epoch: [36/60], global_step: 58950, lr: 0.000199, loss: 0.179002, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.37140 s, avg_samples: 256.0, ips: 689.29052 samples/s, eta: 4:53:19 +[2025/07/23 05:12:56] openrec INFO: epoch: [36/60], global_step: 58960, lr: 0.000199, loss: 0.188398, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.36837 s, avg_samples: 256.0, ips: 694.95752 samples/s, eta: 4:53:14 +[2025/07/23 05:13:00] openrec INFO: epoch: [36/60], global_step: 58970, lr: 0.000199, loss: 0.198576, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.36539 s, avg_samples: 256.0, ips: 700.62411 samples/s, eta: 4:53:10 +[2025/07/23 05:13:04] openrec INFO: epoch: [36/60], global_step: 58980, lr: 0.000198, loss: 0.207020, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.35696 s, avg_samples: 256.0, ips: 717.15778 samples/s, eta: 4:53:05 +[2025/07/23 05:13:08] openrec INFO: epoch: [36/60], global_step: 58990, lr: 0.000198, loss: 0.196506, avg_reader_cost: 0.01072 s, avg_batch_cost: 0.39864 s, avg_samples: 256.0, ips: 642.18759 samples/s, eta: 4:53:00 +[2025/07/23 05:13:11] openrec INFO: epoch: [36/60], global_step: 59000, lr: 0.000198, loss: 0.191801, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.37356 s, avg_samples: 256.0, ips: 685.29926 samples/s, eta: 4:52:55 +[2025/07/23 05:13:15] openrec INFO: cur metric, acc: 0.9374999987065398, norm_edit_dis: 0.9767020441861223, num_samples: 7248, fps: 2817.241803579491 +[2025/07/23 05:13:15] openrec INFO: best metric, acc: 0.9406732878853846, norm_edit_dis: 0.9778711459880756, num_samples: 7248, fps: 2789.285638511781, best_epoch: 36 +[2025/07/23 05:13:19] openrec INFO: epoch: [36/60], global_step: 59010, lr: 0.000198, loss: 0.197811, avg_reader_cost: 0.36760 s, avg_batch_cost: 0.72507 s, avg_samples: 256.0, ips: 353.07130 samples/s, eta: 4:52:53 +[2025/07/23 05:13:22] openrec INFO: epoch: [36/60], global_step: 59020, lr: 0.000198, loss: 0.213459, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.36580 s, avg_samples: 256.0, ips: 699.82959 samples/s, eta: 4:52:48 +[2025/07/23 05:13:26] openrec INFO: epoch: [36/60], global_step: 59030, lr: 0.000198, loss: 0.200806, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.35415 s, avg_samples: 256.0, ips: 722.86746 samples/s, eta: 4:52:43 +[2025/07/23 05:13:30] openrec INFO: epoch: [36/60], global_step: 59040, lr: 0.000198, loss: 0.200806, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.37530 s, avg_samples: 256.0, ips: 682.11668 samples/s, eta: 4:52:38 +[2025/07/23 05:13:33] openrec INFO: epoch: [36/60], global_step: 59050, lr: 0.000198, loss: 0.210068, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.36503 s, avg_samples: 256.0, ips: 701.30974 samples/s, eta: 4:52:34 +[2025/07/23 05:13:37] openrec INFO: epoch: [36/60], global_step: 59060, lr: 0.000198, loss: 0.215032, avg_reader_cost: 0.01131 s, avg_batch_cost: 0.37812 s, avg_samples: 256.0, ips: 677.03589 samples/s, eta: 4:52:29 +[2025/07/23 05:13:41] openrec INFO: epoch: [36/60], global_step: 59070, lr: 0.000198, loss: 0.183800, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.37346 s, avg_samples: 256.0, ips: 685.47715 samples/s, eta: 4:52:24 +[2025/07/23 05:13:45] openrec INFO: epoch: [36/60], global_step: 59080, lr: 0.000198, loss: 0.187244, avg_reader_cost: 0.01079 s, avg_batch_cost: 0.38267 s, avg_samples: 256.0, ips: 668.98793 samples/s, eta: 4:52:19 +[2025/07/23 05:13:49] openrec INFO: epoch: [36/60], global_step: 59090, lr: 0.000198, loss: 0.212816, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.40772 s, avg_samples: 256.0, ips: 627.88809 samples/s, eta: 4:52:15 +[2025/07/23 05:13:53] openrec INFO: epoch: [36/60], global_step: 59100, lr: 0.000197, loss: 0.196461, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.37604 s, avg_samples: 256.0, ips: 680.78247 samples/s, eta: 4:52:10 +[2025/07/23 05:13:56] openrec INFO: epoch: [36/60], global_step: 59110, lr: 0.000197, loss: 0.186220, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.36367 s, avg_samples: 256.0, ips: 703.92756 samples/s, eta: 4:52:05 +[2025/07/23 05:14:00] openrec INFO: epoch: [36/60], global_step: 59120, lr: 0.000197, loss: 0.186182, avg_reader_cost: 0.01145 s, avg_batch_cost: 0.41169 s, avg_samples: 256.0, ips: 621.82660 samples/s, eta: 4:52:01 +[2025/07/23 05:14:04] openrec INFO: epoch: [36/60], global_step: 59130, lr: 0.000197, loss: 0.203177, avg_reader_cost: 0.01117 s, avg_batch_cost: 0.34853 s, avg_samples: 256.0, ips: 734.50703 samples/s, eta: 4:51:56 +[2025/07/23 05:14:07] openrec INFO: epoch: [36/60], global_step: 59140, lr: 0.000197, loss: 0.202063, avg_reader_cost: 0.01201 s, avg_batch_cost: 0.35393 s, avg_samples: 256.0, ips: 723.31438 samples/s, eta: 4:51:51 +[2025/07/23 05:14:11] openrec INFO: epoch: [36/60], global_step: 59150, lr: 0.000197, loss: 0.191257, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.35648 s, avg_samples: 256.0, ips: 718.12997 samples/s, eta: 4:51:46 +[2025/07/23 05:14:15] openrec INFO: epoch: [36/60], global_step: 59160, lr: 0.000197, loss: 0.200283, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.36345 s, avg_samples: 256.0, ips: 704.35451 samples/s, eta: 4:51:41 +[2025/07/23 05:14:16] openrec INFO: epoch: [36/60], global_step: 59165, lr: 0.000197, loss: 0.191971, avg_reader_cost: 0.00503 s, avg_batch_cost: 0.17929 s, avg_samples: 128.0, ips: 713.90861 samples/s, eta: 4:51:38 +[2025/07/23 05:14:32] openrec INFO: cur metric, acc: 0.9388796896538636, norm_edit_dis: 0.97758975191118, num_samples: 7248, fps: 521.1434961443581 +[2025/07/23 05:14:32] openrec INFO: best metric, acc: 0.9406732878853846, norm_edit_dis: 0.9778711459880756, num_samples: 7248, fps: 2789.285638511781, best_epoch: 36 +[2025/07/23 05:14:33] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 05:14:34] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_36.pth +[2025/07/23 05:14:34] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep17/gpu1_ep17 +[2025/07/23 05:14:34] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep17/gpu2_ep17 +[2025/07/23 05:14:34] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep17/gpu0_ep17 +[2025/07/23 05:14:34] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep17/gpu3_ep17 +[2025/07/23 05:14:44] openrec INFO: 0 +[2025/07/23 05:14:44] openrec INFO: 790462 +[2025/07/23 05:14:44] openrec INFO: 959992 +[2025/07/23 05:14:44] openrec INFO: 666454 +[2025/07/23 05:14:44] openrec INFO: 997437 +[2025/07/23 05:14:48] openrec INFO: epoch: [37/60], global_step: 59170, lr: 0.000197, loss: 0.196621, avg_reader_cost: 3.02496 s, avg_batch_cost: 3.18527 s, avg_samples: 128.0, ips: 40.18493 samples/s, eta: 4:51:25 +[2025/07/23 05:14:52] openrec INFO: epoch: [37/60], global_step: 59180, lr: 0.000197, loss: 0.182579, avg_reader_cost: 0.00886 s, avg_batch_cost: 0.34684 s, avg_samples: 256.0, ips: 738.08468 samples/s, eta: 4:51:20 +[2025/07/23 05:14:55] openrec INFO: epoch: [37/60], global_step: 59190, lr: 0.000197, loss: 0.187224, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.36582 s, avg_samples: 256.0, ips: 699.79228 samples/s, eta: 4:51:15 +[2025/07/23 05:14:59] openrec INFO: epoch: [37/60], global_step: 59200, lr: 0.000197, loss: 0.193073, avg_reader_cost: 0.01091 s, avg_batch_cost: 0.37604 s, avg_samples: 256.0, ips: 680.77798 samples/s, eta: 4:51:10 +[2025/07/23 05:15:03] openrec INFO: epoch: [37/60], global_step: 59210, lr: 0.000197, loss: 0.185597, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.38841 s, avg_samples: 256.0, ips: 659.09286 samples/s, eta: 4:51:06 +[2025/07/23 05:15:07] openrec INFO: epoch: [37/60], global_step: 59220, lr: 0.000196, loss: 0.185849, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.37483 s, avg_samples: 256.0, ips: 682.98226 samples/s, eta: 4:51:01 +[2025/07/23 05:15:10] openrec INFO: epoch: [37/60], global_step: 59230, lr: 0.000196, loss: 0.195142, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.36021 s, avg_samples: 256.0, ips: 710.69731 samples/s, eta: 4:50:56 +[2025/07/23 05:15:14] openrec INFO: epoch: [37/60], global_step: 59240, lr: 0.000196, loss: 0.197725, avg_reader_cost: 0.00854 s, avg_batch_cost: 0.35186 s, avg_samples: 256.0, ips: 727.56575 samples/s, eta: 4:50:51 +[2025/07/23 05:15:18] openrec INFO: epoch: [37/60], global_step: 59250, lr: 0.000196, loss: 0.197738, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.39601 s, avg_samples: 256.0, ips: 646.44884 samples/s, eta: 4:50:46 +[2025/07/23 05:15:22] openrec INFO: epoch: [37/60], global_step: 59260, lr: 0.000196, loss: 0.198488, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.38575 s, avg_samples: 256.0, ips: 663.64622 samples/s, eta: 4:50:42 +[2025/07/23 05:15:26] openrec INFO: epoch: [37/60], global_step: 59270, lr: 0.000196, loss: 0.192501, avg_reader_cost: 0.01154 s, avg_batch_cost: 0.39772 s, avg_samples: 256.0, ips: 643.67250 samples/s, eta: 4:50:37 +[2025/07/23 05:15:29] openrec INFO: epoch: [37/60], global_step: 59280, lr: 0.000196, loss: 0.183976, avg_reader_cost: 0.01111 s, avg_batch_cost: 0.36180 s, avg_samples: 256.0, ips: 707.57725 samples/s, eta: 4:50:32 +[2025/07/23 05:15:33] openrec INFO: epoch: [37/60], global_step: 59290, lr: 0.000196, loss: 0.193968, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.39692 s, avg_samples: 256.0, ips: 644.96641 samples/s, eta: 4:50:28 +[2025/07/23 05:15:37] openrec INFO: epoch: [37/60], global_step: 59300, lr: 0.000196, loss: 0.198987, avg_reader_cost: 0.01183 s, avg_batch_cost: 0.40350 s, avg_samples: 256.0, ips: 634.44148 samples/s, eta: 4:50:23 +[2025/07/23 05:15:41] openrec INFO: epoch: [37/60], global_step: 59310, lr: 0.000196, loss: 0.209838, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.38050 s, avg_samples: 256.0, ips: 672.79244 samples/s, eta: 4:50:18 +[2025/07/23 05:15:45] openrec INFO: epoch: [37/60], global_step: 59320, lr: 0.000196, loss: 0.211965, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.37245 s, avg_samples: 256.0, ips: 687.33281 samples/s, eta: 4:50:14 +[2025/07/23 05:15:49] openrec INFO: epoch: [37/60], global_step: 59330, lr: 0.000196, loss: 0.208202, avg_reader_cost: 0.00903 s, avg_batch_cost: 0.35058 s, avg_samples: 256.0, ips: 730.20826 samples/s, eta: 4:50:09 +[2025/07/23 05:15:52] openrec INFO: epoch: [37/60], global_step: 59340, lr: 0.000196, loss: 0.213743, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.36482 s, avg_samples: 256.0, ips: 701.71430 samples/s, eta: 4:50:04 +[2025/07/23 05:15:56] openrec INFO: epoch: [37/60], global_step: 59350, lr: 0.000195, loss: 0.203130, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.36618 s, avg_samples: 256.0, ips: 699.10351 samples/s, eta: 4:49:59 +[2025/07/23 05:16:00] openrec INFO: epoch: [37/60], global_step: 59360, lr: 0.000195, loss: 0.195667, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.36639 s, avg_samples: 256.0, ips: 698.70445 samples/s, eta: 4:49:54 +[2025/07/23 05:16:03] openrec INFO: epoch: [37/60], global_step: 59370, lr: 0.000195, loss: 0.199689, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.35512 s, avg_samples: 256.0, ips: 720.87661 samples/s, eta: 4:49:49 +[2025/07/23 05:16:07] openrec INFO: epoch: [37/60], global_step: 59380, lr: 0.000195, loss: 0.217883, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.36702 s, avg_samples: 256.0, ips: 697.51233 samples/s, eta: 4:49:44 +[2025/07/23 05:16:10] openrec INFO: epoch: [37/60], global_step: 59390, lr: 0.000195, loss: 0.209753, avg_reader_cost: 0.01061 s, avg_batch_cost: 0.36946 s, avg_samples: 256.0, ips: 692.90774 samples/s, eta: 4:49:40 +[2025/07/23 05:16:14] openrec INFO: epoch: [37/60], global_step: 59400, lr: 0.000195, loss: 0.204336, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.38810 s, avg_samples: 256.0, ips: 659.62810 samples/s, eta: 4:49:35 +[2025/07/23 05:16:18] openrec INFO: epoch: [37/60], global_step: 59410, lr: 0.000195, loss: 0.214188, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.38651 s, avg_samples: 256.0, ips: 662.33048 samples/s, eta: 4:49:30 +[2025/07/23 05:16:22] openrec INFO: epoch: [37/60], global_step: 59420, lr: 0.000195, loss: 0.222703, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.36767 s, avg_samples: 256.0, ips: 696.27463 samples/s, eta: 4:49:25 +[2025/07/23 05:16:26] openrec INFO: epoch: [37/60], global_step: 59430, lr: 0.000195, loss: 0.211621, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.38533 s, avg_samples: 256.0, ips: 664.37003 samples/s, eta: 4:49:21 +[2025/07/23 05:16:29] openrec INFO: epoch: [37/60], global_step: 59440, lr: 0.000195, loss: 0.189654, avg_reader_cost: 0.00922 s, avg_batch_cost: 0.36742 s, avg_samples: 256.0, ips: 696.75763 samples/s, eta: 4:49:16 +[2025/07/23 05:16:33] openrec INFO: epoch: [37/60], global_step: 59450, lr: 0.000195, loss: 0.221422, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.37905 s, avg_samples: 256.0, ips: 675.36501 samples/s, eta: 4:49:11 +[2025/07/23 05:16:37] openrec INFO: epoch: [37/60], global_step: 59460, lr: 0.000195, loss: 0.222506, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.37129 s, avg_samples: 256.0, ips: 689.49209 samples/s, eta: 4:49:06 +[2025/07/23 05:16:41] openrec INFO: epoch: [37/60], global_step: 59470, lr: 0.000194, loss: 0.205772, avg_reader_cost: 0.00908 s, avg_batch_cost: 0.36158 s, avg_samples: 256.0, ips: 708.00000 samples/s, eta: 4:49:01 +[2025/07/23 05:16:44] openrec INFO: epoch: [37/60], global_step: 59480, lr: 0.000194, loss: 0.193029, avg_reader_cost: 0.01137 s, avg_batch_cost: 0.37352 s, avg_samples: 256.0, ips: 685.36295 samples/s, eta: 4:48:57 +[2025/07/23 05:16:48] openrec INFO: epoch: [37/60], global_step: 59490, lr: 0.000194, loss: 0.202274, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.37484 s, avg_samples: 256.0, ips: 682.95038 samples/s, eta: 4:48:52 +[2025/07/23 05:16:52] openrec INFO: epoch: [37/60], global_step: 59500, lr: 0.000194, loss: 0.214038, avg_reader_cost: 0.00944 s, avg_batch_cost: 0.34853 s, avg_samples: 256.0, ips: 734.51065 samples/s, eta: 4:48:47 +[2025/07/23 05:16:55] openrec INFO: cur metric, acc: 0.9388796896538636, norm_edit_dis: 0.9771884702992618, num_samples: 7248, fps: 2814.7082341675923 +[2025/07/23 05:16:55] openrec INFO: best metric, acc: 0.9406732878853846, norm_edit_dis: 0.9778711459880756, num_samples: 7248, fps: 2789.285638511781, best_epoch: 36 +[2025/07/23 05:16:59] openrec INFO: epoch: [37/60], global_step: 59510, lr: 0.000194, loss: 0.198007, avg_reader_cost: 0.36974 s, avg_batch_cost: 0.78204 s, avg_samples: 256.0, ips: 327.34820 samples/s, eta: 4:48:45 +[2025/07/23 05:17:03] openrec INFO: epoch: [37/60], global_step: 59520, lr: 0.000194, loss: 0.192069, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.38088 s, avg_samples: 256.0, ips: 672.13204 samples/s, eta: 4:48:40 +[2025/07/23 05:17:07] openrec INFO: epoch: [37/60], global_step: 59530, lr: 0.000194, loss: 0.194481, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.38034 s, avg_samples: 256.0, ips: 673.07771 samples/s, eta: 4:48:35 +[2025/07/23 05:17:11] openrec INFO: epoch: [37/60], global_step: 59540, lr: 0.000194, loss: 0.184810, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.37955 s, avg_samples: 256.0, ips: 674.49056 samples/s, eta: 4:48:31 +[2025/07/23 05:17:15] openrec INFO: epoch: [37/60], global_step: 59550, lr: 0.000194, loss: 0.199474, avg_reader_cost: 0.01008 s, 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[37/60], global_step: 59600, lr: 0.000193, loss: 0.170812, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.34776 s, avg_samples: 256.0, ips: 736.14292 samples/s, eta: 4:48:02 +[2025/07/23 05:17:37] openrec INFO: epoch: [37/60], global_step: 59610, lr: 0.000193, loss: 0.205066, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.34500 s, avg_samples: 256.0, ips: 742.03692 samples/s, eta: 4:47:57 +[2025/07/23 05:17:40] openrec INFO: epoch: [37/60], global_step: 59620, lr: 0.000193, loss: 0.175798, avg_reader_cost: 0.01043 s, avg_batch_cost: 0.35109 s, avg_samples: 256.0, ips: 729.15593 samples/s, eta: 4:47:52 +[2025/07/23 05:17:44] openrec INFO: epoch: [37/60], global_step: 59630, lr: 0.000193, loss: 0.166058, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.37305 s, avg_samples: 256.0, ips: 686.23338 samples/s, eta: 4:47:47 +[2025/07/23 05:17:48] openrec INFO: epoch: [37/60], global_step: 59640, lr: 0.000193, loss: 0.207054, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.36225 s, avg_samples: 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+[2025/07/23 05:18:25] openrec INFO: epoch: [37/60], global_step: 59740, lr: 0.000192, loss: 0.213067, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.40354 s, avg_samples: 256.0, ips: 634.38956 samples/s, eta: 4:46:54 +[2025/07/23 05:18:28] openrec INFO: epoch: [37/60], global_step: 59750, lr: 0.000192, loss: 0.229479, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.37099 s, avg_samples: 256.0, ips: 690.04269 samples/s, eta: 4:46:50 +[2025/07/23 05:18:32] openrec INFO: epoch: [37/60], global_step: 59760, lr: 0.000192, loss: 0.229479, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.39947 s, avg_samples: 256.0, ips: 640.85166 samples/s, eta: 4:46:45 +[2025/07/23 05:18:36] openrec INFO: epoch: [37/60], global_step: 59770, lr: 0.000192, loss: 0.219980, avg_reader_cost: 0.00940 s, avg_batch_cost: 0.35784 s, avg_samples: 256.0, ips: 715.39421 samples/s, eta: 4:46:40 +[2025/07/23 05:18:40] openrec INFO: epoch: [37/60], global_step: 59780, lr: 0.000192, loss: 0.197117, avg_reader_cost: 0.01029 s, 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[37/60], global_step: 59830, lr: 0.000192, loss: 0.191452, avg_reader_cost: 0.01091 s, avg_batch_cost: 0.37099 s, avg_samples: 256.0, ips: 690.04398 samples/s, eta: 4:46:12 +[2025/07/23 05:19:02] openrec INFO: epoch: [37/60], global_step: 59840, lr: 0.000192, loss: 0.187396, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.37915 s, avg_samples: 256.0, ips: 675.19696 samples/s, eta: 4:46:07 +[2025/07/23 05:19:06] openrec INFO: epoch: [37/60], global_step: 59850, lr: 0.000191, loss: 0.196035, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.38106 s, avg_samples: 256.0, ips: 671.80823 samples/s, eta: 4:46:02 +[2025/07/23 05:19:10] openrec INFO: epoch: [37/60], global_step: 59860, lr: 0.000191, loss: 0.196035, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.37192 s, avg_samples: 256.0, ips: 688.32843 samples/s, eta: 4:45:57 +[2025/07/23 05:19:13] openrec INFO: epoch: [37/60], global_step: 59870, lr: 0.000191, loss: 0.164413, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.35501 s, avg_samples: 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loss: 0.202834, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.38647 s, avg_samples: 256.0, ips: 662.40770 samples/s, eta: 4:45:29 +[2025/07/23 05:19:36] openrec INFO: epoch: [37/60], global_step: 59930, lr: 0.000191, loss: 0.208814, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.35804 s, avg_samples: 256.0, ips: 715.00196 samples/s, eta: 4:45:24 +[2025/07/23 05:19:40] openrec INFO: epoch: [37/60], global_step: 59940, lr: 0.000191, loss: 0.202911, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.37668 s, avg_samples: 256.0, ips: 679.62851 samples/s, eta: 4:45:19 +[2025/07/23 05:19:44] openrec INFO: epoch: [37/60], global_step: 59950, lr: 0.000191, loss: 0.196834, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.37281 s, avg_samples: 256.0, ips: 686.68295 samples/s, eta: 4:45:14 +[2025/07/23 05:19:47] openrec INFO: epoch: [37/60], global_step: 59960, lr: 0.000191, loss: 0.199793, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.36475 s, avg_samples: 256.0, ips: 701.85094 samples/s, eta: 4:45:10 +[2025/07/23 05:19:51] openrec INFO: epoch: [37/60], global_step: 59970, lr: 0.000190, loss: 0.216380, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.36006 s, avg_samples: 256.0, ips: 711.00104 samples/s, eta: 4:45:05 +[2025/07/23 05:19:55] openrec INFO: epoch: [37/60], global_step: 59980, lr: 0.000190, loss: 0.188742, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.36449 s, avg_samples: 256.0, ips: 702.34703 samples/s, eta: 4:45:00 +[2025/07/23 05:19:58] openrec INFO: epoch: [37/60], global_step: 59990, lr: 0.000190, loss: 0.187020, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.37756 s, avg_samples: 256.0, ips: 678.03023 samples/s, eta: 4:44:55 +[2025/07/23 05:20:02] openrec INFO: epoch: [37/60], global_step: 60000, lr: 0.000190, loss: 0.196856, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.35985 s, avg_samples: 256.0, ips: 711.40385 samples/s, eta: 4:44:50 +[2025/07/23 05:20:06] openrec INFO: cur metric, acc: 0.9348785859066245, norm_edit_dis: 0.9760172354919212, num_samples: 7248, fps: 2814.366357265475 +[2025/07/23 05:20:06] openrec INFO: best metric, acc: 0.9406732878853846, norm_edit_dis: 0.9778711459880756, num_samples: 7248, fps: 2789.285638511781, best_epoch: 36 +[2025/07/23 05:20:07] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/iter_latest.pth +[2025/07/23 05:20:11] openrec INFO: epoch: [37/60], global_step: 60010, lr: 0.000190, loss: 0.208948, avg_reader_cost: 0.53344 s, avg_batch_cost: 0.89104 s, avg_samples: 256.0, ips: 287.30442 samples/s, eta: 4:44:49 +[2025/07/23 05:20:14] openrec INFO: epoch: [37/60], global_step: 60020, lr: 0.000190, loss: 0.215854, avg_reader_cost: 0.00901 s, avg_batch_cost: 0.35670 s, avg_samples: 256.0, ips: 717.68655 samples/s, eta: 4:44:44 +[2025/07/23 05:20:18] openrec INFO: epoch: [37/60], global_step: 60030, lr: 0.000190, loss: 0.185918, avg_reader_cost: 0.01292 s, avg_batch_cost: 0.39256 s, avg_samples: 256.0, ips: 652.13305 samples/s, eta: 4:44:39 +[2025/07/23 05:20:22] openrec INFO: epoch: [37/60], global_step: 60040, lr: 0.000190, loss: 0.179892, avg_reader_cost: 0.01099 s, avg_batch_cost: 0.39034 s, avg_samples: 256.0, ips: 655.83450 samples/s, eta: 4:44:35 +[2025/07/23 05:20:26] openrec INFO: epoch: [37/60], global_step: 60050, lr: 0.000190, loss: 0.178526, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.37376 s, avg_samples: 256.0, ips: 684.93678 samples/s, eta: 4:44:30 +[2025/07/23 05:20:30] openrec INFO: epoch: [37/60], global_step: 60060, lr: 0.000190, loss: 0.211861, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.38478 s, avg_samples: 256.0, ips: 665.31227 samples/s, eta: 4:44:25 +[2025/07/23 05:20:34] openrec INFO: epoch: [37/60], global_step: 60070, lr: 0.000190, loss: 0.229959, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.39968 s, avg_samples: 256.0, ips: 640.51116 samples/s, eta: 4:44:21 +[2025/07/23 05:20:37] openrec INFO: epoch: [37/60], global_step: 60080, lr: 0.000190, loss: 0.211738, avg_reader_cost: 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INFO: epoch: [37/60], global_step: 60130, lr: 0.000189, loss: 0.195792, avg_reader_cost: 0.00932 s, avg_batch_cost: 0.38869 s, avg_samples: 256.0, ips: 658.62111 samples/s, eta: 4:43:52 +[2025/07/23 05:21:00] openrec INFO: epoch: [37/60], global_step: 60140, lr: 0.000189, loss: 0.221626, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.37440 s, avg_samples: 256.0, ips: 683.76304 samples/s, eta: 4:43:48 +[2025/07/23 05:21:17] openrec INFO: epoch: [37/60], global_step: 60150, lr: 0.000189, loss: 0.247394, avg_reader_cost: 0.00967 s, avg_batch_cost: 1.62426 s, avg_samples: 256.0, ips: 157.61059 samples/s, eta: 4:43:51 +[2025/07/23 05:21:20] openrec INFO: epoch: [37/60], global_step: 60160, lr: 0.000189, loss: 0.247394, avg_reader_cost: 0.01248 s, avg_batch_cost: 0.35434 s, avg_samples: 256.0, ips: 722.46711 samples/s, eta: 4:43:46 +[2025/07/23 05:21:24] openrec INFO: epoch: [37/60], global_step: 60170, lr: 0.000189, loss: 0.223997, avg_reader_cost: 0.00899 s, avg_batch_cost: 0.35198 s, 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lr: 0.000187, loss: 0.198186, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.35197 s, avg_samples: 256.0, ips: 727.34101 samples/s, eta: 4:41:28 +[2025/07/23 05:23:13] openrec INFO: epoch: [37/60], global_step: 60460, lr: 0.000187, loss: 0.187764, avg_reader_cost: 0.01162 s, avg_batch_cost: 0.38025 s, avg_samples: 256.0, ips: 673.23863 samples/s, eta: 4:41:23 +[2025/07/23 05:23:16] openrec INFO: epoch: [37/60], global_step: 60470, lr: 0.000186, loss: 0.185482, avg_reader_cost: 0.01082 s, avg_batch_cost: 0.36616 s, avg_samples: 256.0, ips: 699.15162 samples/s, eta: 4:41:19 +[2025/07/23 05:23:20] openrec INFO: epoch: [37/60], global_step: 60480, lr: 0.000186, loss: 0.192354, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.35680 s, avg_samples: 256.0, ips: 717.49256 samples/s, eta: 4:41:14 +[2025/07/23 05:23:24] openrec INFO: epoch: [37/60], global_step: 60490, lr: 0.000186, loss: 0.195673, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.41052 s, avg_samples: 256.0, ips: 623.60150 samples/s, eta: 4:41:09 +[2025/07/23 05:23:28] openrec INFO: epoch: [37/60], global_step: 60500, lr: 0.000186, loss: 0.234960, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.35297 s, avg_samples: 256.0, ips: 725.27145 samples/s, eta: 4:41:04 +[2025/07/23 05:23:31] openrec INFO: cur metric, acc: 0.9387417205591312, norm_edit_dis: 0.9761290490407087, num_samples: 7248, fps: 2806.212834635101 +[2025/07/23 05:23:31] openrec INFO: best metric, acc: 0.9406732878853846, norm_edit_dis: 0.9778711459880756, num_samples: 7248, fps: 2789.285638511781, best_epoch: 36 +[2025/07/23 05:23:35] openrec INFO: epoch: [37/60], global_step: 60510, lr: 0.000186, loss: 0.211328, avg_reader_cost: 0.38051 s, avg_batch_cost: 0.77648 s, avg_samples: 256.0, ips: 329.69487 samples/s, eta: 4:41:02 +[2025/07/23 05:23:39] openrec INFO: epoch: [37/60], global_step: 60520, lr: 0.000186, loss: 0.205920, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.38655 s, avg_samples: 256.0, ips: 662.27251 samples/s, eta: 4:40:57 +[2025/07/23 05:23:43] openrec INFO: epoch: [37/60], global_step: 60530, lr: 0.000186, loss: 0.218589, avg_reader_cost: 0.01062 s, avg_batch_cost: 0.38246 s, avg_samples: 256.0, ips: 669.35689 samples/s, eta: 4:40:53 +[2025/07/23 05:23:47] openrec INFO: epoch: [37/60], global_step: 60540, lr: 0.000186, loss: 0.195464, avg_reader_cost: 0.00930 s, avg_batch_cost: 0.35643 s, avg_samples: 256.0, ips: 718.22854 samples/s, eta: 4:40:48 +[2025/07/23 05:23:51] openrec INFO: epoch: [37/60], global_step: 60550, lr: 0.000186, loss: 0.186763, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.40168 s, avg_samples: 256.0, ips: 637.31652 samples/s, eta: 4:40:43 +[2025/07/23 05:23:54] openrec INFO: epoch: [37/60], global_step: 60560, lr: 0.000186, loss: 0.197237, avg_reader_cost: 0.00910 s, avg_batch_cost: 0.36099 s, avg_samples: 256.0, ips: 709.16523 samples/s, eta: 4:40:38 +[2025/07/23 05:23:58] openrec INFO: epoch: [37/60], global_step: 60570, lr: 0.000186, loss: 0.188047, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.35201 s, avg_samples: 256.0, ips: 727.24820 samples/s, eta: 4:40:34 +[2025/07/23 05:24:01] openrec INFO: epoch: [37/60], global_step: 60580, lr: 0.000186, loss: 0.173403, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.36674 s, avg_samples: 256.0, ips: 698.04682 samples/s, eta: 4:40:29 +[2025/07/23 05:24:05] openrec INFO: epoch: [37/60], global_step: 60590, lr: 0.000186, loss: 0.191313, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.35287 s, avg_samples: 256.0, ips: 725.48334 samples/s, eta: 4:40:24 +[2025/07/23 05:24:09] openrec INFO: epoch: [37/60], global_step: 60600, lr: 0.000185, loss: 0.188686, avg_reader_cost: 0.01118 s, avg_batch_cost: 0.35371 s, avg_samples: 256.0, ips: 723.75239 samples/s, eta: 4:40:19 +[2025/07/23 05:24:12] openrec INFO: epoch: [37/60], global_step: 60610, lr: 0.000185, loss: 0.186143, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.37828 s, avg_samples: 256.0, ips: 676.74718 samples/s, eta: 4:40:14 +[2025/07/23 05:24:16] openrec INFO: epoch: [37/60], global_step: 60620, lr: 0.000185, loss: 0.181448, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.37731 s, avg_samples: 256.0, ips: 678.48553 samples/s, eta: 4:40:10 +[2025/07/23 05:24:20] openrec INFO: epoch: [37/60], global_step: 60630, lr: 0.000185, loss: 0.195381, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.36395 s, avg_samples: 256.0, ips: 703.38878 samples/s, eta: 4:40:05 +[2025/07/23 05:24:23] openrec INFO: epoch: [37/60], global_step: 60640, lr: 0.000185, loss: 0.212541, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.34821 s, avg_samples: 256.0, ips: 735.18934 samples/s, eta: 4:40:00 +[2025/07/23 05:24:27] openrec INFO: epoch: [37/60], global_step: 60650, lr: 0.000185, loss: 0.216245, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.36241 s, avg_samples: 256.0, ips: 706.38195 samples/s, eta: 4:39:55 +[2025/07/23 05:24:31] openrec INFO: epoch: [37/60], global_step: 60660, lr: 0.000185, loss: 0.194052, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.37109 s, avg_samples: 256.0, ips: 689.86504 samples/s, eta: 4:39:50 +[2025/07/23 05:24:34] openrec INFO: epoch: [37/60], global_step: 60670, lr: 0.000185, loss: 0.216869, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.36351 s, avg_samples: 256.0, ips: 704.24900 samples/s, eta: 4:39:45 +[2025/07/23 05:24:38] openrec INFO: epoch: [37/60], global_step: 60680, lr: 0.000185, loss: 0.210018, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.40921 s, avg_samples: 256.0, ips: 625.60081 samples/s, eta: 4:39:41 +[2025/07/23 05:24:42] openrec INFO: epoch: [37/60], global_step: 60690, lr: 0.000185, loss: 0.208048, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.38642 s, avg_samples: 256.0, ips: 662.49120 samples/s, eta: 4:39:36 +[2025/07/23 05:24:46] openrec INFO: epoch: [37/60], global_step: 60700, lr: 0.000185, loss: 0.205304, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.35975 s, avg_samples: 256.0, ips: 711.61215 samples/s, eta: 4:39:31 +[2025/07/23 05:24:50] openrec INFO: epoch: [37/60], global_step: 60710, lr: 0.000185, loss: 0.191360, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.41744 s, avg_samples: 256.0, ips: 613.26643 samples/s, eta: 4:39:27 +[2025/07/23 05:24:54] openrec INFO: epoch: [37/60], global_step: 60720, lr: 0.000184, loss: 0.204819, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.39112 s, avg_samples: 256.0, ips: 654.53727 samples/s, eta: 4:39:22 +[2025/07/23 05:24:58] openrec INFO: epoch: [37/60], global_step: 60730, lr: 0.000184, loss: 0.206039, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.37475 s, avg_samples: 256.0, ips: 683.12679 samples/s, eta: 4:39:18 +[2025/07/23 05:25:01] openrec INFO: epoch: [37/60], global_step: 60740, lr: 0.000184, loss: 0.196006, avg_reader_cost: 0.01162 s, avg_batch_cost: 0.37238 s, avg_samples: 256.0, ips: 687.46271 samples/s, eta: 4:39:13 +[2025/07/23 05:25:05] openrec INFO: epoch: [37/60], global_step: 60750, lr: 0.000184, loss: 0.191781, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.39735 s, avg_samples: 256.0, ips: 644.27257 samples/s, eta: 4:39:08 +[2025/07/23 05:25:09] openrec INFO: epoch: [37/60], global_step: 60760, lr: 0.000184, loss: 0.196811, avg_reader_cost: 0.00960 s, avg_batch_cost: 0.35818 s, avg_samples: 256.0, ips: 714.72007 samples/s, eta: 4:39:03 +[2025/07/23 05:25:13] openrec INFO: epoch: [37/60], global_step: 60770, lr: 0.000184, loss: 0.198703, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.40111 s, avg_samples: 256.0, ips: 638.23680 samples/s, eta: 4:38:59 +[2025/07/23 05:25:17] openrec INFO: epoch: [37/60], global_step: 60780, lr: 0.000184, loss: 0.211683, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.38030 s, avg_samples: 256.0, ips: 673.15130 samples/s, eta: 4:38:54 +[2025/07/23 05:25:21] openrec INFO: epoch: [37/60], global_step: 60790, lr: 0.000184, loss: 0.206239, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.38404 s, avg_samples: 256.0, ips: 666.59276 samples/s, eta: 4:38:49 +[2025/07/23 05:25:25] openrec INFO: epoch: [37/60], global_step: 60800, lr: 0.000184, loss: 0.198027, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.40103 s, avg_samples: 256.0, ips: 638.35674 samples/s, eta: 4:38:45 +[2025/07/23 05:25:28] openrec INFO: epoch: [37/60], global_step: 60810, lr: 0.000184, loss: 0.199977, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.36165 s, avg_samples: 256.0, ips: 707.86613 samples/s, eta: 4:38:40 +[2025/07/23 05:25:32] openrec INFO: epoch: [37/60], global_step: 60820, lr: 0.000184, loss: 0.203783, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.38255 s, avg_samples: 256.0, ips: 669.18585 samples/s, eta: 4:38:35 +[2025/07/23 05:25:36] openrec INFO: epoch: [37/60], global_step: 60830, lr: 0.000184, loss: 0.212769, avg_reader_cost: 0.01016 s, avg_batch_cost: 0.35477 s, avg_samples: 256.0, ips: 721.59739 samples/s, eta: 4:38:31 +[2025/07/23 05:25:37] openrec INFO: epoch: [37/60], global_step: 60834, lr: 0.000184, loss: 0.205547, avg_reader_cost: 0.00354 s, avg_batch_cost: 0.14206 s, avg_samples: 102.4, ips: 720.79911 samples/s, eta: 4:38:29 +[2025/07/23 05:25:53] openrec INFO: cur metric, acc: 0.9381898441802017, norm_edit_dis: 0.9772436740316929, num_samples: 7248, fps: 521.8704520513407 +[2025/07/23 05:25:53] openrec INFO: best metric, acc: 0.9406732878853846, norm_edit_dis: 0.9778711459880756, num_samples: 7248, fps: 2789.285638511781, best_epoch: 36 +[2025/07/23 05:25:54] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 05:25:55] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_37.pth +[2025/07/23 05:25:55] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep18/gpu0_ep18 +[2025/07/23 05:25:55] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep18/gpu3_ep18 +[2025/07/23 05:25:55] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep18/gpu1_ep18 +[2025/07/23 05:25:55] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep18/gpu2_ep18 +[2025/07/23 05:26:04] openrec INFO: 0 +[2025/07/23 05:26:04] openrec INFO: 790980 +[2025/07/23 05:26:04] openrec INFO: 961913 +[2025/07/23 05:26:04] openrec INFO: 666127 +[2025/07/23 05:26:04] openrec INFO: 997053 +[2025/07/23 05:26:09] openrec INFO: epoch: [38/60], global_step: 60840, lr: 0.000184, loss: 0.205547, avg_reader_cost: 2.95612 s, avg_batch_cost: 3.16569 s, avg_samples: 153.6, ips: 48.52029 samples/s, eta: 4:38:54 +[2025/07/23 05:26:13] openrec INFO: epoch: [38/60], global_step: 60850, lr: 0.000183, loss: 0.203420, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.37213 s, avg_samples: 256.0, ips: 687.93871 samples/s, eta: 4:38:50 +[2025/07/23 05:26:16] openrec INFO: epoch: [38/60], global_step: 60860, lr: 0.000183, loss: 0.193358, avg_reader_cost: 0.01151 s, avg_batch_cost: 0.37903 s, avg_samples: 256.0, ips: 675.41484 samples/s, eta: 4:38:45 +[2025/07/23 05:26:20] openrec INFO: epoch: [38/60], global_step: 60870, lr: 0.000183, loss: 0.193278, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.39499 s, avg_samples: 256.0, ips: 648.11440 samples/s, eta: 4:38:40 +[2025/07/23 05:26:24] openrec INFO: epoch: [38/60], global_step: 60880, lr: 0.000183, loss: 0.199388, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.38081 s, avg_samples: 256.0, ips: 672.25782 samples/s, eta: 4:38:36 +[2025/07/23 05:26:28] openrec INFO: epoch: [38/60], global_step: 60890, lr: 0.000183, loss: 0.190978, avg_reader_cost: 0.01079 s, avg_batch_cost: 0.36896 s, avg_samples: 256.0, ips: 693.84529 samples/s, eta: 4:38:31 +[2025/07/23 05:26:32] openrec INFO: epoch: [38/60], global_step: 60900, lr: 0.000183, loss: 0.191171, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.36755 s, avg_samples: 256.0, ips: 696.49816 samples/s, eta: 4:38:26 +[2025/07/23 05:26:36] openrec INFO: epoch: [38/60], global_step: 60910, lr: 0.000183, loss: 0.182648, avg_reader_cost: 0.01236 s, avg_batch_cost: 0.39724 s, avg_samples: 256.0, ips: 644.44967 samples/s, eta: 4:38:21 +[2025/07/23 05:26:39] openrec INFO: epoch: [38/60], global_step: 60920, lr: 0.000183, loss: 0.186836, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.36486 s, avg_samples: 256.0, ips: 701.63360 samples/s, eta: 4:38:17 +[2025/07/23 05:26:43] openrec INFO: epoch: [38/60], global_step: 60930, lr: 0.000183, loss: 0.204890, avg_reader_cost: 0.00942 s, avg_batch_cost: 0.39485 s, avg_samples: 256.0, ips: 648.34255 samples/s, eta: 4:38:12 +[2025/07/23 05:26:47] openrec INFO: epoch: [38/60], global_step: 60940, lr: 0.000183, loss: 0.204849, avg_reader_cost: 0.01253 s, avg_batch_cost: 0.37366 s, avg_samples: 256.0, ips: 685.12226 samples/s, eta: 4:38:07 +[2025/07/23 05:26:50] openrec INFO: epoch: [38/60], global_step: 60950, lr: 0.000183, loss: 0.207263, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.34951 s, avg_samples: 256.0, ips: 732.46335 samples/s, eta: 4:38:02 +[2025/07/23 05:26:54] openrec INFO: epoch: [38/60], global_step: 60960, lr: 0.000183, loss: 0.206320, avg_reader_cost: 0.01082 s, avg_batch_cost: 0.35868 s, avg_samples: 256.0, ips: 713.72658 samples/s, eta: 4:37:57 +[2025/07/23 05:26:58] openrec INFO: epoch: [38/60], global_step: 60970, lr: 0.000183, loss: 0.188308, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.36093 s, avg_samples: 256.0, ips: 709.27911 samples/s, eta: 4:37:53 +[2025/07/23 05:27:01] openrec INFO: epoch: [38/60], global_step: 60980, lr: 0.000182, loss: 0.186564, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.35761 s, avg_samples: 256.0, ips: 715.85652 samples/s, eta: 4:37:48 +[2025/07/23 05:27:05] openrec INFO: epoch: [38/60], global_step: 60990, lr: 0.000182, loss: 0.187635, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.38204 s, avg_samples: 256.0, ips: 670.09280 samples/s, eta: 4:37:43 +[2025/07/23 05:27:09] openrec INFO: epoch: [38/60], global_step: 61000, lr: 0.000182, loss: 0.189976, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.35248 s, avg_samples: 256.0, ips: 726.29201 samples/s, eta: 4:37:38 +[2025/07/23 05:27:12] openrec INFO: cur metric, acc: 0.9409492260748493, norm_edit_dis: 0.977960354800944, num_samples: 7248, fps: 2806.420339246541 +[2025/07/23 05:27:13] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 05:27:13] openrec INFO: best metric, acc: 0.9409492260748493, norm_edit_dis: 0.977960354800944, num_samples: 7248, fps: 2806.420339246541, best_epoch: 38 +[2025/07/23 05:27:17] openrec INFO: epoch: [38/60], global_step: 61010, lr: 0.000182, loss: 0.192360, avg_reader_cost: 0.42581 s, avg_batch_cost: 0.81667 s, avg_samples: 256.0, ips: 313.46870 samples/s, eta: 4:37:36 +[2025/07/23 05:27:21] openrec INFO: epoch: [38/60], global_step: 61020, lr: 0.000182, loss: 0.188294, avg_reader_cost: 0.01112 s, avg_batch_cost: 0.39241 s, avg_samples: 256.0, ips: 652.37450 samples/s, eta: 4:37:32 +[2025/07/23 05:27:25] openrec INFO: epoch: [38/60], global_step: 61030, lr: 0.000182, loss: 0.215982, 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+[2025/07/23 05:35:44] openrec INFO: epoch: [38/60], global_step: 62290, lr: 0.000172, loss: 0.170626, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.38117 s, avg_samples: 256.0, ips: 671.62191 samples/s, eta: 4:27:48 +[2025/07/23 05:35:48] openrec INFO: epoch: [38/60], global_step: 62300, lr: 0.000172, loss: 0.168930, avg_reader_cost: 0.01102 s, avg_batch_cost: 0.37927 s, avg_samples: 256.0, ips: 674.98889 samples/s, eta: 4:27:43 +[2025/07/23 05:35:51] openrec INFO: epoch: [38/60], global_step: 62310, lr: 0.000172, loss: 0.208999, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.37849 s, avg_samples: 256.0, ips: 676.37736 samples/s, eta: 4:27:38 +[2025/07/23 05:35:55] openrec INFO: epoch: [38/60], global_step: 62320, lr: 0.000172, loss: 0.191740, avg_reader_cost: 0.01146 s, avg_batch_cost: 0.39542 s, avg_samples: 256.0, ips: 647.40928 samples/s, eta: 4:27:34 +[2025/07/23 05:35:59] openrec INFO: epoch: [38/60], global_step: 62330, lr: 0.000172, loss: 0.189836, avg_reader_cost: 0.01030 s, 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[38/60], global_step: 62380, lr: 0.000171, loss: 0.225099, avg_reader_cost: 0.01043 s, avg_batch_cost: 0.38599 s, avg_samples: 256.0, ips: 663.22757 samples/s, eta: 4:27:07 +[2025/07/23 05:36:23] openrec INFO: epoch: [38/60], global_step: 62390, lr: 0.000171, loss: 0.193224, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.36036 s, avg_samples: 256.0, ips: 710.40780 samples/s, eta: 4:27:02 +[2025/07/23 05:36:27] openrec INFO: epoch: [38/60], global_step: 62400, lr: 0.000171, loss: 0.186434, avg_reader_cost: 0.01320 s, avg_batch_cost: 0.37682 s, avg_samples: 256.0, ips: 679.37347 samples/s, eta: 4:26:57 +[2025/07/23 05:36:31] openrec INFO: epoch: [38/60], global_step: 62410, lr: 0.000171, loss: 0.192998, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.39779 s, avg_samples: 256.0, ips: 643.55718 samples/s, eta: 4:26:52 +[2025/07/23 05:36:35] openrec INFO: epoch: [38/60], global_step: 62420, lr: 0.000171, loss: 0.198176, avg_reader_cost: 0.01225 s, avg_batch_cost: 0.42508 s, avg_samples: 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loss: 0.192298, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.35712 s, avg_samples: 256.0, ips: 716.84494 samples/s, eta: 4:26:25 +[2025/07/23 05:36:58] openrec INFO: epoch: [38/60], global_step: 62480, lr: 0.000171, loss: 0.196122, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.38462 s, avg_samples: 256.0, ips: 665.58970 samples/s, eta: 4:26:20 +[2025/07/23 05:37:02] openrec INFO: epoch: [38/60], global_step: 62490, lr: 0.000171, loss: 0.185679, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.40270 s, avg_samples: 256.0, ips: 635.70306 samples/s, eta: 4:26:16 +[2025/07/23 05:37:06] openrec INFO: epoch: [38/60], global_step: 62500, lr: 0.000170, loss: 0.199124, avg_reader_cost: 0.01087 s, avg_batch_cost: 0.37803 s, avg_samples: 256.0, ips: 677.19999 samples/s, eta: 4:26:11 +[2025/07/23 05:37:10] openrec INFO: cur metric, acc: 0.9403973496959198, norm_edit_dis: 0.9777593559810817, num_samples: 7248, fps: 2787.2924065865604 +[2025/07/23 05:37:10] openrec INFO: best metric, acc: 0.9409492260748493, norm_edit_dis: 0.977960354800944, num_samples: 7248, fps: 2806.420339246541, best_epoch: 38 +[2025/07/23 05:37:11] openrec INFO: epoch: [38/60], global_step: 62504, lr: 0.000170, loss: 0.203465, avg_reader_cost: 0.37717 s, avg_batch_cost: 0.51005 s, avg_samples: 102.4, ips: 200.76639 samples/s, eta: 4:26:11 +[2025/07/23 05:37:26] openrec INFO: cur metric, acc: 0.9388796896538636, norm_edit_dis: 0.9774049727157756, num_samples: 7248, fps: 537.13242553359 +[2025/07/23 05:37:26] openrec INFO: best metric, acc: 0.9409492260748493, norm_edit_dis: 0.977960354800944, num_samples: 7248, fps: 2806.420339246541, best_epoch: 38 +[2025/07/23 05:37:28] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 05:37:28] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_38.pth +[2025/07/23 05:37:28] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep19/gpu3_ep19 +[2025/07/23 05:37:28] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep19/gpu2_ep19 +[2025/07/23 05:37:28] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep19/gpu1_ep19 +[2025/07/23 05:37:28] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep19/gpu0_ep19 +[2025/07/23 05:37:38] openrec INFO: 0 +[2025/07/23 05:37:38] openrec INFO: 789480 +[2025/07/23 05:37:38] openrec INFO: 961382 +[2025/07/23 05:37:38] openrec INFO: 666153 +[2025/07/23 05:37:38] openrec INFO: 998166 +[2025/07/23 05:37:42] openrec INFO: epoch: [39/60], global_step: 62510, lr: 0.000170, loss: 0.195253, avg_reader_cost: 2.91647 s, avg_batch_cost: 3.12612 s, avg_samples: 153.6, ips: 49.13435 samples/s, eta: 4:26:25 +[2025/07/23 05:37:46] openrec INFO: epoch: [39/60], global_step: 62520, lr: 0.000170, loss: 0.176537, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.40506 s, avg_samples: 256.0, ips: 632.01193 samples/s, eta: 4:26:21 +[2025/07/23 05:37:50] openrec INFO: epoch: [39/60], global_step: 62530, lr: 0.000170, loss: 0.156911, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.37216 s, avg_samples: 256.0, ips: 687.88053 samples/s, eta: 4:26:16 +[2025/07/23 05:37:54] openrec INFO: epoch: [39/60], global_step: 62540, lr: 0.000170, loss: 0.157211, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.38154 s, avg_samples: 256.0, ips: 670.96262 samples/s, eta: 4:26:11 +[2025/07/23 05:37:58] openrec INFO: epoch: [39/60], global_step: 62550, lr: 0.000170, loss: 0.175310, avg_reader_cost: 0.01064 s, avg_batch_cost: 0.41564 s, avg_samples: 256.0, ips: 615.92367 samples/s, eta: 4:26:07 +[2025/07/23 05:38:02] openrec INFO: epoch: [39/60], global_step: 62560, lr: 0.000170, loss: 0.177925, avg_reader_cost: 0.01272 s, avg_batch_cost: 0.43379 s, avg_samples: 256.0, ips: 590.14394 samples/s, eta: 4:26:03 +[2025/07/23 05:38:06] openrec INFO: epoch: [39/60], global_step: 62570, lr: 0.000170, loss: 0.187491, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.37761 s, avg_samples: 256.0, ips: 677.94350 samples/s, eta: 4:25:58 +[2025/07/23 05:38:10] openrec INFO: epoch: [39/60], global_step: 62580, lr: 0.000170, loss: 0.200563, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.37995 s, avg_samples: 256.0, ips: 673.77553 samples/s, eta: 4:25:53 +[2025/07/23 05:38:14] openrec INFO: epoch: [39/60], global_step: 62590, lr: 0.000170, loss: 0.185509, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.38228 s, avg_samples: 256.0, ips: 669.66451 samples/s, eta: 4:25:49 +[2025/07/23 05:38:18] openrec INFO: epoch: [39/60], global_step: 62600, lr: 0.000170, loss: 0.189936, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.38833 s, avg_samples: 256.0, ips: 659.23202 samples/s, eta: 4:25:44 +[2025/07/23 05:38:22] openrec INFO: epoch: [39/60], global_step: 62610, lr: 0.000170, loss: 0.196026, avg_reader_cost: 0.01101 s, avg_batch_cost: 0.41247 s, avg_samples: 256.0, ips: 620.64441 samples/s, eta: 4:25:40 +[2025/07/23 05:38:26] openrec INFO: epoch: [39/60], global_step: 62620, lr: 0.000170, loss: 0.180463, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.37128 s, avg_samples: 256.0, ips: 689.50962 samples/s, eta: 4:25:35 +[2025/07/23 05:38:29] openrec INFO: epoch: [39/60], global_step: 62630, lr: 0.000169, loss: 0.184354, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.38260 s, avg_samples: 256.0, ips: 669.11463 samples/s, eta: 4:25:30 +[2025/07/23 05:38:33] openrec INFO: epoch: [39/60], global_step: 62640, lr: 0.000169, loss: 0.179090, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.38369 s, avg_samples: 256.0, ips: 667.19700 samples/s, eta: 4:25:25 +[2025/07/23 05:38:37] openrec INFO: epoch: [39/60], global_step: 62650, lr: 0.000169, loss: 0.175316, avg_reader_cost: 0.01114 s, avg_batch_cost: 0.38940 s, avg_samples: 256.0, ips: 657.41816 samples/s, eta: 4:25:21 +[2025/07/23 05:38:41] openrec INFO: epoch: [39/60], global_step: 62660, lr: 0.000169, loss: 0.188688, avg_reader_cost: 0.01086 s, avg_batch_cost: 0.38803 s, avg_samples: 256.0, ips: 659.74093 samples/s, eta: 4:25:16 +[2025/07/23 05:38:45] openrec INFO: epoch: [39/60], global_step: 62670, lr: 0.000169, loss: 0.219080, avg_reader_cost: 0.01080 s, avg_batch_cost: 0.40219 s, avg_samples: 256.0, ips: 636.50917 samples/s, eta: 4:25:12 +[2025/07/23 05:38:49] openrec INFO: epoch: [39/60], global_step: 62680, lr: 0.000169, loss: 0.222488, avg_reader_cost: 0.01116 s, avg_batch_cost: 0.41314 s, avg_samples: 256.0, ips: 619.64222 samples/s, eta: 4:25:07 +[2025/07/23 05:38:53] openrec INFO: epoch: [39/60], global_step: 62690, lr: 0.000169, loss: 0.191696, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.35908 s, avg_samples: 256.0, ips: 712.92897 samples/s, eta: 4:25:02 +[2025/07/23 05:38:57] openrec INFO: epoch: [39/60], global_step: 62700, lr: 0.000169, loss: 0.186078, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.41728 s, avg_samples: 256.0, ips: 613.49103 samples/s, eta: 4:24:58 +[2025/07/23 05:39:01] openrec INFO: epoch: [39/60], global_step: 62710, lr: 0.000169, loss: 0.164271, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.38123 s, avg_samples: 256.0, ips: 671.51833 samples/s, eta: 4:24:53 +[2025/07/23 05:39:05] openrec INFO: epoch: [39/60], global_step: 62720, lr: 0.000169, loss: 0.176131, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.38082 s, avg_samples: 256.0, ips: 672.23017 samples/s, eta: 4:24:49 +[2025/07/23 05:39:09] openrec INFO: epoch: [39/60], global_step: 62730, lr: 0.000169, loss: 0.195291, avg_reader_cost: 0.01173 s, avg_batch_cost: 0.42241 s, avg_samples: 256.0, ips: 606.03926 samples/s, eta: 4:24:44 +[2025/07/23 05:39:13] openrec INFO: epoch: [39/60], global_step: 62740, lr: 0.000169, loss: 0.219705, avg_reader_cost: 0.01120 s, avg_batch_cost: 0.40821 s, avg_samples: 256.0, ips: 627.12183 samples/s, eta: 4:24:40 +[2025/07/23 05:39:17] openrec INFO: epoch: [39/60], global_step: 62750, lr: 0.000169, loss: 0.200700, avg_reader_cost: 0.01236 s, avg_batch_cost: 0.42337 s, avg_samples: 256.0, ips: 604.67452 samples/s, eta: 4:24:35 +[2025/07/23 05:39:21] openrec INFO: epoch: [39/60], global_step: 62760, lr: 0.000168, loss: 0.196282, avg_reader_cost: 0.01114 s, avg_batch_cost: 0.39988 s, avg_samples: 256.0, ips: 640.19713 samples/s, eta: 4:24:31 +[2025/07/23 05:39:25] openrec INFO: epoch: [39/60], global_step: 62770, lr: 0.000168, loss: 0.198071, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.39266 s, avg_samples: 256.0, ips: 651.96144 samples/s, eta: 4:24:26 +[2025/07/23 05:39:29] openrec INFO: epoch: [39/60], global_step: 62780, lr: 0.000168, loss: 0.189678, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.39993 s, avg_samples: 256.0, ips: 640.10805 samples/s, eta: 4:24:22 +[2025/07/23 05:39:33] openrec INFO: epoch: [39/60], global_step: 62790, lr: 0.000168, loss: 0.196832, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.41179 s, avg_samples: 256.0, ips: 621.66985 samples/s, eta: 4:24:17 +[2025/07/23 05:39:38] openrec INFO: epoch: [39/60], global_step: 62800, lr: 0.000168, loss: 0.206615, avg_reader_cost: 0.01093 s, avg_batch_cost: 0.41485 s, avg_samples: 256.0, ips: 617.09144 samples/s, eta: 4:24:13 +[2025/07/23 05:39:42] openrec INFO: epoch: [39/60], global_step: 62810, lr: 0.000168, loss: 0.206615, avg_reader_cost: 0.01229 s, avg_batch_cost: 0.42609 s, avg_samples: 256.0, ips: 600.80679 samples/s, eta: 4:24:08 +[2025/07/23 05:39:46] openrec INFO: epoch: [39/60], global_step: 62820, lr: 0.000168, loss: 0.172764, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.40704 s, avg_samples: 256.0, ips: 628.93450 samples/s, eta: 4:24:04 +[2025/07/23 05:39:50] openrec INFO: epoch: [39/60], global_step: 62830, lr: 0.000168, loss: 0.197315, avg_reader_cost: 0.00915 s, avg_batch_cost: 0.36780 s, avg_samples: 256.0, ips: 696.03298 samples/s, eta: 4:23:59 +[2025/07/23 05:39:53] openrec INFO: epoch: [39/60], global_step: 62840, lr: 0.000168, loss: 0.204477, avg_reader_cost: 0.00941 s, avg_batch_cost: 0.37736 s, avg_samples: 256.0, ips: 678.39054 samples/s, eta: 4:23:54 +[2025/07/23 05:39:57] openrec INFO: epoch: [39/60], global_step: 62850, lr: 0.000168, loss: 0.196334, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.38329 s, avg_samples: 256.0, ips: 667.90520 samples/s, eta: 4:23:50 +[2025/07/23 05:40:01] openrec INFO: epoch: [39/60], global_step: 62860, lr: 0.000168, loss: 0.193423, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.38195 s, avg_samples: 256.0, ips: 670.25329 samples/s, eta: 4:23:45 +[2025/07/23 05:40:05] openrec INFO: epoch: [39/60], global_step: 62870, lr: 0.000168, loss: 0.185527, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.36759 s, avg_samples: 256.0, ips: 696.43383 samples/s, eta: 4:23:40 +[2025/07/23 05:40:09] openrec INFO: epoch: [39/60], global_step: 62880, lr: 0.000167, loss: 0.189491, avg_reader_cost: 0.01093 s, avg_batch_cost: 0.40518 s, avg_samples: 256.0, ips: 631.81513 samples/s, eta: 4:23:36 +[2025/07/23 05:40:13] openrec INFO: epoch: [39/60], global_step: 62890, lr: 0.000167, loss: 0.192667, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.39708 s, avg_samples: 256.0, ips: 644.70045 samples/s, eta: 4:23:31 +[2025/07/23 05:40:17] openrec INFO: epoch: [39/60], global_step: 62900, lr: 0.000167, loss: 0.178655, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.39758 s, avg_samples: 256.0, ips: 643.89309 samples/s, eta: 4:23:27 +[2025/07/23 05:40:21] openrec INFO: epoch: [39/60], global_step: 62910, lr: 0.000167, loss: 0.185849, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.39597 s, avg_samples: 256.0, ips: 646.51987 samples/s, eta: 4:23:22 +[2025/07/23 05:40:25] openrec INFO: epoch: [39/60], global_step: 62920, lr: 0.000167, loss: 0.199799, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.39100 s, avg_samples: 256.0, ips: 654.72773 samples/s, eta: 4:23:17 +[2025/07/23 05:40:29] openrec INFO: epoch: [39/60], global_step: 62930, lr: 0.000167, loss: 0.214602, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.38157 s, avg_samples: 256.0, ips: 670.91014 samples/s, eta: 4:23:13 +[2025/07/23 05:40:33] openrec INFO: epoch: [39/60], global_step: 62940, lr: 0.000167, loss: 0.202544, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.39934 s, avg_samples: 256.0, ips: 641.05892 samples/s, eta: 4:23:08 +[2025/07/23 05:40:36] openrec INFO: epoch: [39/60], global_step: 62950, lr: 0.000167, loss: 0.195199, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.38645 s, avg_samples: 256.0, ips: 662.43308 samples/s, eta: 4:23:04 +[2025/07/23 05:40:40] openrec INFO: epoch: [39/60], global_step: 62960, lr: 0.000167, loss: 0.195199, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.39407 s, avg_samples: 256.0, ips: 649.62664 samples/s, eta: 4:22:59 +[2025/07/23 05:40:44] openrec INFO: epoch: [39/60], global_step: 62970, lr: 0.000167, loss: 0.184524, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.40784 s, avg_samples: 256.0, ips: 627.70427 samples/s, eta: 4:22:54 +[2025/07/23 05:40:48] openrec INFO: epoch: [39/60], global_step: 62980, lr: 0.000167, loss: 0.204408, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.37248 s, avg_samples: 256.0, ips: 687.29352 samples/s, eta: 4:22:50 +[2025/07/23 05:40:52] openrec INFO: epoch: [39/60], global_step: 62990, lr: 0.000167, loss: 0.201098, avg_reader_cost: 0.00937 s, avg_batch_cost: 0.39042 s, avg_samples: 256.0, ips: 655.70458 samples/s, eta: 4:22:45 +[2025/07/23 05:40:56] openrec INFO: epoch: [39/60], global_step: 63000, lr: 0.000167, loss: 0.180991, avg_reader_cost: 0.01156 s, avg_batch_cost: 0.37877 s, avg_samples: 256.0, ips: 675.86859 samples/s, eta: 4:22:40 +[2025/07/23 05:40:59] openrec INFO: cur metric, acc: 0.942604855211638, norm_edit_dis: 0.9791507670934398, num_samples: 7248, fps: 2805.09604927543 +[2025/07/23 05:41:00] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 05:41:00] openrec INFO: best metric, acc: 0.942604855211638, norm_edit_dis: 0.9791507670934398, num_samples: 7248, fps: 2805.09604927543, best_epoch: 39 +[2025/07/23 05:41:04] openrec INFO: epoch: [39/60], global_step: 63010, lr: 0.000166, loss: 0.175170, avg_reader_cost: 0.42655 s, avg_batch_cost: 0.79380 s, avg_samples: 256.0, ips: 322.50119 samples/s, eta: 4:22:38 +[2025/07/23 05:41:08] openrec INFO: epoch: [39/60], global_step: 63020, lr: 0.000166, loss: 0.172481, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.40798 s, avg_samples: 256.0, ips: 627.48124 samples/s, eta: 4:22:34 +[2025/07/23 05:41:12] openrec INFO: epoch: [39/60], global_step: 63030, lr: 0.000166, loss: 0.184598, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.38602 s, avg_samples: 256.0, ips: 663.17178 samples/s, eta: 4:22:29 +[2025/07/23 05:41:16] openrec INFO: epoch: [39/60], global_step: 63040, lr: 0.000166, loss: 0.180527, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.40939 s, avg_samples: 256.0, ips: 625.32552 samples/s, eta: 4:22:25 +[2025/07/23 05:41:20] openrec INFO: epoch: [39/60], global_step: 63050, lr: 0.000166, loss: 0.196717, avg_reader_cost: 0.01004 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[39/60], global_step: 63100, lr: 0.000166, loss: 0.201537, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.39486 s, avg_samples: 256.0, ips: 648.33093 samples/s, eta: 4:21:57 +[2025/07/23 05:41:44] openrec INFO: epoch: [39/60], global_step: 63110, lr: 0.000166, loss: 0.179827, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.40311 s, avg_samples: 256.0, ips: 635.06505 samples/s, eta: 4:21:53 +[2025/07/23 05:41:48] openrec INFO: epoch: [39/60], global_step: 63120, lr: 0.000166, loss: 0.173997, avg_reader_cost: 0.01062 s, avg_batch_cost: 0.38281 s, avg_samples: 256.0, ips: 668.73582 samples/s, eta: 4:21:48 +[2025/07/23 05:41:52] openrec INFO: epoch: [39/60], global_step: 63130, lr: 0.000166, loss: 0.182050, avg_reader_cost: 0.01170 s, avg_batch_cost: 0.40438 s, avg_samples: 256.0, ips: 633.07520 samples/s, eta: 4:21:44 +[2025/07/23 05:41:56] openrec INFO: epoch: [39/60], global_step: 63140, lr: 0.000165, loss: 0.181464, avg_reader_cost: 0.01168 s, avg_batch_cost: 0.41734 s, avg_samples: 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+[2025/07/23 05:42:35] openrec INFO: epoch: [39/60], global_step: 63240, lr: 0.000165, loss: 0.206147, avg_reader_cost: 0.01081 s, avg_batch_cost: 0.38207 s, avg_samples: 256.0, ips: 670.04032 samples/s, eta: 4:20:53 +[2025/07/23 05:42:39] openrec INFO: epoch: [39/60], global_step: 63250, lr: 0.000165, loss: 0.199988, avg_reader_cost: 0.01166 s, avg_batch_cost: 0.41012 s, avg_samples: 256.0, ips: 624.20543 samples/s, eta: 4:20:49 +[2025/07/23 05:42:43] openrec INFO: epoch: [39/60], global_step: 63260, lr: 0.000165, loss: 0.177482, avg_reader_cost: 0.01137 s, avg_batch_cost: 0.38462 s, avg_samples: 256.0, ips: 665.58364 samples/s, eta: 4:20:44 +[2025/07/23 05:42:47] openrec INFO: epoch: [39/60], global_step: 63270, lr: 0.000164, loss: 0.189523, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.37596 s, avg_samples: 256.0, ips: 680.92576 samples/s, eta: 4:20:39 +[2025/07/23 05:42:51] openrec INFO: epoch: [39/60], global_step: 63280, lr: 0.000164, loss: 0.188354, avg_reader_cost: 0.01010 s, 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+[2025/07/23 05:44:06] openrec INFO: epoch: [39/60], global_step: 63470, lr: 0.000163, loss: 0.177090, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.40219 s, avg_samples: 256.0, ips: 636.51920 samples/s, eta: 4:19:08 +[2025/07/23 05:44:10] openrec INFO: epoch: [39/60], global_step: 63480, lr: 0.000163, loss: 0.180185, avg_reader_cost: 0.01123 s, avg_batch_cost: 0.42401 s, avg_samples: 256.0, ips: 603.76435 samples/s, eta: 4:19:03 +[2025/07/23 05:44:26] openrec INFO: epoch: [39/60], global_step: 63490, lr: 0.000163, loss: 0.198146, avg_reader_cost: 0.00893 s, avg_batch_cost: 1.59337 s, avg_samples: 256.0, ips: 160.66605 samples/s, eta: 4:19:05 +[2025/07/23 05:44:30] openrec INFO: epoch: [39/60], global_step: 63500, lr: 0.000163, loss: 0.208557, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.35586 s, avg_samples: 256.0, ips: 719.39165 samples/s, eta: 4:19:01 +[2025/07/23 05:44:33] openrec INFO: cur metric, acc: 0.9397075042222579, norm_edit_dis: 0.9780646716876297, num_samples: 7248, fps: 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lr: 0.000160, loss: 0.199016, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.36899 s, avg_samples: 256.0, ips: 693.78266 samples/s, eta: 4:16:36 +[2025/07/23 05:46:43] openrec INFO: epoch: [39/60], global_step: 63830, lr: 0.000160, loss: 0.184912, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.42058 s, avg_samples: 256.0, ips: 608.68869 samples/s, eta: 4:16:32 +[2025/07/23 05:46:48] openrec INFO: epoch: [39/60], global_step: 63840, lr: 0.000160, loss: 0.187997, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.40068 s, avg_samples: 256.0, ips: 638.91606 samples/s, eta: 4:16:27 +[2025/07/23 05:46:52] openrec INFO: epoch: [39/60], global_step: 63850, lr: 0.000160, loss: 0.184001, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.41883 s, avg_samples: 256.0, ips: 611.21960 samples/s, eta: 4:16:23 +[2025/07/23 05:46:56] openrec INFO: epoch: [39/60], global_step: 63860, lr: 0.000160, loss: 0.167979, avg_reader_cost: 0.01112 s, avg_batch_cost: 0.38829 s, avg_samples: 256.0, ips: 659.29909 samples/s, eta: 4:16:18 +[2025/07/23 05:47:00] openrec INFO: epoch: [39/60], global_step: 63870, lr: 0.000160, loss: 0.179557, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.39361 s, avg_samples: 256.0, ips: 650.38872 samples/s, eta: 4:16:14 +[2025/07/23 05:47:03] openrec INFO: epoch: [39/60], global_step: 63880, lr: 0.000160, loss: 0.177257, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.37364 s, avg_samples: 256.0, ips: 685.15601 samples/s, eta: 4:16:09 +[2025/07/23 05:47:07] openrec INFO: epoch: [39/60], global_step: 63890, lr: 0.000160, loss: 0.169659, avg_reader_cost: 0.01075 s, avg_batch_cost: 0.41764 s, avg_samples: 256.0, ips: 612.97130 samples/s, eta: 4:16:04 +[2025/07/23 05:47:11] openrec INFO: epoch: [39/60], global_step: 63900, lr: 0.000160, loss: 0.199223, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.37911 s, avg_samples: 256.0, ips: 675.25819 samples/s, eta: 4:16:00 +[2025/07/23 05:47:15] openrec INFO: epoch: [39/60], global_step: 63910, lr: 0.000160, loss: 0.184071, avg_reader_cost: 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INFO: epoch: [39/60], global_step: 63960, lr: 0.000159, loss: 0.175353, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.40390 s, avg_samples: 256.0, ips: 633.81999 samples/s, eta: 4:15:32 +[2025/07/23 05:47:39] openrec INFO: epoch: [39/60], global_step: 63970, lr: 0.000159, loss: 0.176686, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.36539 s, avg_samples: 256.0, ips: 700.61336 samples/s, eta: 4:15:28 +[2025/07/23 05:47:42] openrec INFO: epoch: [39/60], global_step: 63980, lr: 0.000159, loss: 0.202590, avg_reader_cost: 0.00926 s, avg_batch_cost: 0.37090 s, avg_samples: 256.0, ips: 690.22189 samples/s, eta: 4:15:23 +[2025/07/23 05:47:46] openrec INFO: epoch: [39/60], global_step: 63990, lr: 0.000159, loss: 0.202590, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.36465 s, avg_samples: 256.0, ips: 702.04069 samples/s, eta: 4:15:18 +[2025/07/23 05:47:50] openrec INFO: epoch: [39/60], global_step: 64000, lr: 0.000159, loss: 0.186309, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.37004 s, avg_samples: 256.0, ips: 691.81481 samples/s, eta: 4:15:13 +[2025/07/23 05:47:53] openrec INFO: cur metric, acc: 0.940121411506455, norm_edit_dis: 0.9776148310744213, num_samples: 7248, fps: 2817.605270943302 +[2025/07/23 05:47:53] openrec INFO: best metric, acc: 0.942604855211638, norm_edit_dis: 0.9791507670934398, num_samples: 7248, fps: 2805.09604927543, best_epoch: 39 +[2025/07/23 05:47:57] openrec INFO: epoch: [39/60], global_step: 64010, lr: 0.000159, loss: 0.192096, avg_reader_cost: 0.36920 s, avg_batch_cost: 0.72746 s, avg_samples: 256.0, ips: 351.91127 samples/s, eta: 4:15:11 +[2025/07/23 05:48:01] openrec INFO: epoch: [39/60], global_step: 64020, lr: 0.000159, loss: 0.189391, avg_reader_cost: 0.01036 s, avg_batch_cost: 0.42250 s, avg_samples: 256.0, ips: 605.91817 samples/s, eta: 4:15:06 +[2025/07/23 05:48:05] openrec INFO: epoch: [39/60], global_step: 64030, lr: 0.000159, loss: 0.179251, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.41739 s, avg_samples: 256.0, ips: 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+[2025/07/23 05:48:46] openrec INFO: epoch: [39/60], global_step: 64130, lr: 0.000158, loss: 0.206288, avg_reader_cost: 0.01068 s, avg_batch_cost: 0.40623 s, avg_samples: 256.0, ips: 630.18850 samples/s, eta: 4:14:17 +[2025/07/23 05:48:50] openrec INFO: epoch: [39/60], global_step: 64140, lr: 0.000158, loss: 0.206503, avg_reader_cost: 0.01089 s, avg_batch_cost: 0.41658 s, avg_samples: 256.0, ips: 614.52302 samples/s, eta: 4:14:12 +[2025/07/23 05:48:54] openrec INFO: epoch: [39/60], global_step: 64150, lr: 0.000158, loss: 0.207703, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.38526 s, avg_samples: 256.0, ips: 664.48639 samples/s, eta: 4:14:07 +[2025/07/23 05:48:58] openrec INFO: epoch: [39/60], global_step: 64160, lr: 0.000158, loss: 0.197119, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.40303 s, avg_samples: 256.0, ips: 635.19308 samples/s, eta: 4:14:03 +[2025/07/23 05:49:01] openrec INFO: epoch: [39/60], global_step: 64170, lr: 0.000158, loss: 0.179559, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.36773 s, avg_samples: 256.0, ips: 696.15577 samples/s, eta: 4:13:58 +[2025/07/23 05:49:03] openrec INFO: epoch: [39/60], global_step: 64174, lr: 0.000158, loss: 0.185994, avg_reader_cost: 0.00395 s, avg_batch_cost: 0.14622 s, avg_samples: 102.4, ips: 700.33370 samples/s, eta: 4:13:56 +[2025/07/23 05:49:18] openrec INFO: cur metric, acc: 0.9384657823696665, norm_edit_dis: 0.9768438520832562, num_samples: 7248, fps: 528.9751279693271 +[2025/07/23 05:49:18] openrec INFO: best metric, acc: 0.942604855211638, norm_edit_dis: 0.9791507670934398, num_samples: 7248, fps: 2805.09604927543, best_epoch: 39 +[2025/07/23 05:49:20] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 05:49:20] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_39.pth +[2025/07/23 05:49:20] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep20/gpu0_ep20 +[2025/07/23 05:49:20] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep20/gpu1_ep20 +[2025/07/23 05:49:20] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep20/gpu3_ep20 +[2025/07/23 05:49:20] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep20/gpu2_ep20 +[2025/07/23 05:49:30] openrec INFO: 0 +[2025/07/23 05:49:30] openrec INFO: 789365 +[2025/07/23 05:49:30] openrec INFO: 961682 +[2025/07/23 05:49:30] openrec INFO: 665798 +[2025/07/23 05:49:30] openrec INFO: 999056 +[2025/07/23 05:49:34] openrec INFO: epoch: [40/60], global_step: 64180, lr: 0.000157, loss: 0.192766, avg_reader_cost: 2.92349 s, avg_batch_cost: 3.11976 s, avg_samples: 153.6, ips: 49.23460 samples/s, eta: 4:14:09 +[2025/07/23 05:49:38] openrec INFO: epoch: [40/60], global_step: 64190, lr: 0.000157, loss: 0.193458, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.35677 s, 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INFO: epoch: [40/60], global_step: 64380, lr: 0.000156, loss: 0.157998, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.35668 s, avg_samples: 256.0, ips: 717.72838 samples/s, eta: 4:12:36 +[2025/07/23 05:50:53] openrec INFO: epoch: [40/60], global_step: 64390, lr: 0.000156, loss: 0.197447, avg_reader_cost: 0.01186 s, avg_batch_cost: 0.37001 s, avg_samples: 256.0, ips: 691.86843 samples/s, eta: 4:12:31 +[2025/07/23 05:50:56] openrec INFO: epoch: [40/60], global_step: 64400, lr: 0.000156, loss: 0.207529, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.37601 s, avg_samples: 256.0, ips: 680.82460 samples/s, eta: 4:12:26 +[2025/07/23 05:51:00] openrec INFO: epoch: [40/60], global_step: 64410, lr: 0.000156, loss: 0.202853, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.37368 s, avg_samples: 256.0, ips: 685.08344 samples/s, eta: 4:12:22 +[2025/07/23 05:51:04] openrec INFO: epoch: [40/60], global_step: 64420, lr: 0.000156, loss: 0.203466, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.35364 s, 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+[2025/07/23 05:53:25] openrec INFO: epoch: [40/60], global_step: 64780, lr: 0.000153, loss: 0.201525, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.41488 s, avg_samples: 256.0, ips: 617.04626 samples/s, eta: 4:09:32 +[2025/07/23 05:53:28] openrec INFO: epoch: [40/60], global_step: 64790, lr: 0.000153, loss: 0.192022, avg_reader_cost: 0.01087 s, avg_batch_cost: 0.36478 s, avg_samples: 256.0, ips: 701.79810 samples/s, eta: 4:09:27 +[2025/07/23 05:53:32] openrec INFO: epoch: [40/60], global_step: 64800, lr: 0.000153, loss: 0.176338, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.41059 s, avg_samples: 256.0, ips: 623.48773 samples/s, eta: 4:09:23 +[2025/07/23 05:53:36] openrec INFO: epoch: [40/60], global_step: 64810, lr: 0.000153, loss: 0.186796, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.37687 s, avg_samples: 256.0, ips: 679.28330 samples/s, eta: 4:09:18 +[2025/07/23 05:53:40] openrec INFO: epoch: [40/60], global_step: 64820, lr: 0.000153, loss: 0.206152, avg_reader_cost: 0.01051 s, 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+[2025/07/23 05:54:52] openrec INFO: cur metric, acc: 0.9431567315905675, norm_edit_dis: 0.9786858540406022, num_samples: 7248, fps: 2795.769106446517 +[2025/07/23 05:54:52] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 05:54:52] openrec INFO: best metric, acc: 0.9431567315905675, norm_edit_dis: 0.9786858540406022, num_samples: 7248, fps: 2795.769106446517, best_epoch: 40 +[2025/07/23 05:54:56] openrec INFO: epoch: [40/60], global_step: 65010, lr: 0.000151, loss: 0.186500, avg_reader_cost: 0.42805 s, avg_batch_cost: 0.79188 s, avg_samples: 256.0, ips: 323.27927 samples/s, eta: 4:07:47 +[2025/07/23 05:55:00] openrec INFO: epoch: [40/60], global_step: 65020, lr: 0.000151, loss: 0.190874, avg_reader_cost: 0.01185 s, avg_batch_cost: 0.38983 s, avg_samples: 256.0, ips: 656.70435 samples/s, eta: 4:07:43 +[2025/07/23 05:55:04] openrec INFO: epoch: [40/60], global_step: 65030, lr: 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4:07:20 +[2025/07/23 05:55:22] openrec INFO: epoch: [40/60], global_step: 65080, lr: 0.000151, loss: 0.191419, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.37098 s, avg_samples: 256.0, ips: 690.05710 samples/s, eta: 4:07:15 +[2025/07/23 05:55:26] openrec INFO: epoch: [40/60], global_step: 65090, lr: 0.000151, loss: 0.200126, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.37679 s, avg_samples: 256.0, ips: 679.42480 samples/s, eta: 4:07:10 +[2025/07/23 05:55:30] openrec INFO: epoch: [40/60], global_step: 65100, lr: 0.000150, loss: 0.195794, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.38934 s, avg_samples: 256.0, ips: 657.51816 samples/s, eta: 4:07:06 +[2025/07/23 05:55:34] openrec INFO: epoch: [40/60], global_step: 65110, lr: 0.000150, loss: 0.151434, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.38124 s, avg_samples: 256.0, ips: 671.48818 samples/s, eta: 4:07:01 +[2025/07/23 05:55:38] openrec INFO: epoch: [40/60], global_step: 65120, lr: 0.000150, loss: 0.156987, avg_reader_cost: 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INFO: epoch: [40/60], global_step: 65170, lr: 0.000150, loss: 0.196793, avg_reader_cost: 0.00877 s, avg_batch_cost: 0.34665 s, avg_samples: 256.0, ips: 738.49708 samples/s, eta: 4:06:39 +[2025/07/23 05:56:12] openrec INFO: epoch: [40/60], global_step: 65180, lr: 0.000150, loss: 0.185015, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.36329 s, avg_samples: 256.0, ips: 704.67152 samples/s, eta: 4:06:35 +[2025/07/23 05:56:16] openrec INFO: epoch: [40/60], global_step: 65190, lr: 0.000150, loss: 0.184361, avg_reader_cost: 0.00934 s, avg_batch_cost: 0.35544 s, avg_samples: 256.0, ips: 720.23824 samples/s, eta: 4:06:30 +[2025/07/23 05:56:19] openrec INFO: epoch: [40/60], global_step: 65200, lr: 0.000150, loss: 0.168803, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.35497 s, avg_samples: 256.0, ips: 721.18373 samples/s, eta: 4:06:25 +[2025/07/23 05:56:23] openrec INFO: epoch: [40/60], global_step: 65210, lr: 0.000150, loss: 0.165323, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.38029 s, 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INFO: epoch: [40/60], global_step: 65400, lr: 0.000148, loss: 0.157173, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.36037 s, avg_samples: 256.0, ips: 710.38317 samples/s, eta: 4:04:53 +[2025/07/23 05:57:39] openrec INFO: epoch: [40/60], global_step: 65410, lr: 0.000148, loss: 0.174152, avg_reader_cost: 0.01092 s, avg_batch_cost: 0.40070 s, avg_samples: 256.0, ips: 638.88903 samples/s, eta: 4:04:48 +[2025/07/23 05:57:43] openrec INFO: epoch: [40/60], global_step: 65420, lr: 0.000148, loss: 0.173787, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.37964 s, avg_samples: 256.0, ips: 674.32062 samples/s, eta: 4:04:43 +[2025/07/23 05:57:47] openrec INFO: epoch: [40/60], global_step: 65430, lr: 0.000148, loss: 0.180789, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.37429 s, avg_samples: 256.0, ips: 683.96801 samples/s, eta: 4:04:39 +[2025/07/23 05:57:51] openrec INFO: epoch: [40/60], global_step: 65440, lr: 0.000148, loss: 0.193278, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.38770 s, 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[40/60], global_step: 65660, lr: 0.000146, loss: 0.177966, avg_reader_cost: 0.00922 s, avg_batch_cost: 0.36453 s, avg_samples: 256.0, ips: 702.27974 samples/s, eta: 4:02:54 +[2025/07/23 05:59:21] openrec INFO: epoch: [40/60], global_step: 65670, lr: 0.000146, loss: 0.172072, avg_reader_cost: 0.01076 s, avg_batch_cost: 0.37374 s, avg_samples: 256.0, ips: 684.97501 samples/s, eta: 4:02:49 +[2025/07/23 05:59:24] openrec INFO: epoch: [40/60], global_step: 65680, lr: 0.000146, loss: 0.216661, avg_reader_cost: 0.00896 s, avg_batch_cost: 0.36992 s, avg_samples: 256.0, ips: 692.05028 samples/s, eta: 4:02:44 +[2025/07/23 05:59:28] openrec INFO: epoch: [40/60], global_step: 65690, lr: 0.000146, loss: 0.194874, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.38052 s, avg_samples: 256.0, ips: 672.76614 samples/s, eta: 4:02:40 +[2025/07/23 05:59:32] openrec INFO: epoch: [40/60], global_step: 65700, lr: 0.000146, loss: 0.183297, avg_reader_cost: 0.01127 s, avg_batch_cost: 0.41419 s, avg_samples: 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loss: 0.197889, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.38683 s, avg_samples: 256.0, ips: 661.79403 samples/s, eta: 4:02:12 +[2025/07/23 05:59:55] openrec INFO: epoch: [40/60], global_step: 65760, lr: 0.000145, loss: 0.185236, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.36902 s, avg_samples: 256.0, ips: 693.73022 samples/s, eta: 4:02:08 +[2025/07/23 05:59:58] openrec INFO: epoch: [40/60], global_step: 65770, lr: 0.000145, loss: 0.192689, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.37002 s, avg_samples: 256.0, ips: 691.86264 samples/s, eta: 4:02:03 +[2025/07/23 06:00:02] openrec INFO: epoch: [40/60], global_step: 65780, lr: 0.000145, loss: 0.196194, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.39468 s, avg_samples: 256.0, ips: 648.63050 samples/s, eta: 4:01:58 +[2025/07/23 06:00:06] openrec INFO: epoch: [40/60], global_step: 65790, lr: 0.000145, loss: 0.193019, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.38674 s, avg_samples: 256.0, ips: 661.94311 samples/s, eta: 4:01:54 +[2025/07/23 06:00:10] openrec INFO: epoch: [40/60], global_step: 65800, lr: 0.000145, loss: 0.209668, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.40226 s, avg_samples: 256.0, ips: 636.40153 samples/s, eta: 4:01:49 +[2025/07/23 06:00:14] openrec INFO: epoch: [40/60], global_step: 65810, lr: 0.000145, loss: 0.201123, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.39818 s, avg_samples: 256.0, ips: 642.92892 samples/s, eta: 4:01:45 +[2025/07/23 06:00:18] openrec INFO: epoch: [40/60], global_step: 65820, lr: 0.000145, loss: 0.169646, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.37860 s, avg_samples: 256.0, ips: 676.16738 samples/s, eta: 4:01:40 +[2025/07/23 06:00:22] openrec INFO: epoch: [40/60], global_step: 65830, lr: 0.000145, loss: 0.168102, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.39500 s, avg_samples: 256.0, ips: 648.10877 samples/s, eta: 4:01:36 +[2025/07/23 06:00:26] openrec INFO: epoch: [40/60], global_step: 65840, lr: 0.000145, loss: 0.195375, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.36292 s, avg_samples: 256.0, ips: 705.39120 samples/s, eta: 4:01:31 +[2025/07/23 06:00:27] openrec INFO: epoch: [40/60], global_step: 65844, lr: 0.000145, loss: 0.210246, avg_reader_cost: 0.00380 s, avg_batch_cost: 0.14671 s, avg_samples: 102.4, ips: 697.95353 samples/s, eta: 4:01:29 +[2025/07/23 06:00:43] openrec INFO: cur metric, acc: 0.9405353187906522, norm_edit_dis: 0.9779196850950933, num_samples: 7248, fps: 508.6968333364987 +[2025/07/23 06:00:43] openrec INFO: best metric, acc: 0.9431567315905675, norm_edit_dis: 0.9786858540406022, num_samples: 7248, fps: 2795.769106446517, best_epoch: 40 +[2025/07/23 06:00:44] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 06:00:45] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_40.pth +[2025/07/23 06:00:45] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep1/gpu0_ep1 +[2025/07/23 06:00:45] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep1/gpu1_ep1 +[2025/07/23 06:00:45] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep1/gpu3_ep1 +[2025/07/23 06:00:45] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep1/gpu2_ep1 +[2025/07/23 06:00:54] openrec INFO: 0 +[2025/07/23 06:00:54] openrec INFO: 790325 +[2025/07/23 06:00:54] openrec INFO: 961651 +[2025/07/23 06:00:54] openrec INFO: 666436 +[2025/07/23 06:00:54] openrec INFO: 998180 +[2025/07/23 06:00:59] openrec INFO: epoch: [41/60], global_step: 65850, lr: 0.000145, loss: 0.189336, avg_reader_cost: 2.97307 s, avg_batch_cost: 3.18889 s, avg_samples: 153.6, ips: 48.16720 samples/s, eta: 4:01:41 +[2025/07/23 06:01:03] openrec INFO: epoch: [41/60], global_step: 65860, lr: 0.000145, loss: 0.188731, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.37721 s, avg_samples: 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loss: 0.188334, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.38580 s, avg_samples: 256.0, ips: 663.54771 samples/s, eta: 4:01:14 +[2025/07/23 06:01:27] openrec INFO: epoch: [41/60], global_step: 65920, lr: 0.000144, loss: 0.199591, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.42677 s, avg_samples: 256.0, ips: 599.85650 samples/s, eta: 4:01:10 +[2025/07/23 06:01:31] openrec INFO: epoch: [41/60], global_step: 65930, lr: 0.000144, loss: 0.207291, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.37656 s, avg_samples: 256.0, ips: 679.83803 samples/s, eta: 4:01:05 +[2025/07/23 06:01:35] openrec INFO: epoch: [41/60], global_step: 65940, lr: 0.000144, loss: 0.191535, avg_reader_cost: 0.01155 s, avg_batch_cost: 0.42375 s, avg_samples: 256.0, ips: 604.12966 samples/s, eta: 4:01:00 +[2025/07/23 06:01:39] openrec INFO: epoch: [41/60], global_step: 65950, lr: 0.000144, loss: 0.178112, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.39712 s, avg_samples: 256.0, ips: 644.63453 samples/s, eta: 4:00:56 +[2025/07/23 06:01:43] openrec INFO: epoch: [41/60], global_step: 65960, lr: 0.000144, loss: 0.178112, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.39305 s, avg_samples: 256.0, ips: 651.32172 samples/s, eta: 4:00:51 +[2025/07/23 06:01:47] openrec INFO: epoch: [41/60], global_step: 65970, lr: 0.000144, loss: 0.163434, avg_reader_cost: 0.01345 s, avg_batch_cost: 0.37535 s, avg_samples: 256.0, ips: 682.02326 samples/s, eta: 4:00:47 +[2025/07/23 06:01:50] openrec INFO: epoch: [41/60], global_step: 65980, lr: 0.000144, loss: 0.170770, avg_reader_cost: 0.01063 s, avg_batch_cost: 0.38424 s, avg_samples: 256.0, ips: 666.25136 samples/s, eta: 4:00:42 +[2025/07/23 06:01:55] openrec INFO: epoch: [41/60], global_step: 65990, lr: 0.000144, loss: 0.193122, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.40043 s, avg_samples: 256.0, ips: 639.31535 samples/s, eta: 4:00:38 +[2025/07/23 06:01:59] openrec INFO: epoch: [41/60], global_step: 66000, lr: 0.000144, loss: 0.209700, avg_reader_cost: 0.01054 s, 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lr: 0.000143, loss: 0.191015, avg_reader_cost: 0.01078 s, avg_batch_cost: 0.37470 s, avg_samples: 256.0, ips: 683.20498 samples/s, eta: 3:59:59 +[2025/07/23 06:02:37] openrec INFO: epoch: [41/60], global_step: 66090, lr: 0.000143, loss: 0.190063, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.36624 s, avg_samples: 256.0, ips: 698.98618 samples/s, eta: 3:59:54 +[2025/07/23 06:02:41] openrec INFO: epoch: [41/60], global_step: 66100, lr: 0.000143, loss: 0.176919, avg_reader_cost: 0.00892 s, avg_batch_cost: 0.36435 s, avg_samples: 256.0, ips: 702.61240 samples/s, eta: 3:59:49 +[2025/07/23 06:02:45] openrec INFO: epoch: [41/60], global_step: 66110, lr: 0.000143, loss: 0.184736, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.42267 s, avg_samples: 256.0, ips: 605.67973 samples/s, eta: 3:59:45 +[2025/07/23 06:02:49] openrec INFO: epoch: [41/60], global_step: 66120, lr: 0.000143, loss: 0.184736, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.36925 s, avg_samples: 256.0, ips: 693.30325 samples/s, 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INFO: epoch: [41/60], global_step: 66220, lr: 0.000142, loss: 0.177862, avg_reader_cost: 0.01050 s, avg_batch_cost: 0.41732 s, avg_samples: 256.0, ips: 613.43892 samples/s, eta: 3:58:55 +[2025/07/23 06:03:33] openrec INFO: epoch: [41/60], global_step: 66230, lr: 0.000142, loss: 0.186454, avg_reader_cost: 0.01088 s, avg_batch_cost: 0.41154 s, avg_samples: 256.0, ips: 622.04945 samples/s, eta: 3:58:51 +[2025/07/23 06:03:37] openrec INFO: epoch: [41/60], global_step: 66240, lr: 0.000142, loss: 0.181105, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.39727 s, avg_samples: 256.0, ips: 644.39749 samples/s, eta: 3:58:46 +[2025/07/23 06:03:41] openrec INFO: epoch: [41/60], global_step: 66250, lr: 0.000142, loss: 0.171266, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.40450 s, avg_samples: 256.0, ips: 632.88523 samples/s, eta: 3:58:42 +[2025/07/23 06:03:45] openrec INFO: epoch: [41/60], global_step: 66260, lr: 0.000142, loss: 0.171266, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.37361 s, 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INFO: epoch: [41/60], global_step: 66450, lr: 0.000140, loss: 0.196692, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.40377 s, avg_samples: 256.0, ips: 634.01950 samples/s, eta: 3:57:11 +[2025/07/23 06:05:04] openrec INFO: epoch: [41/60], global_step: 66460, lr: 0.000140, loss: 0.195013, avg_reader_cost: 0.01076 s, avg_batch_cost: 0.38963 s, avg_samples: 256.0, ips: 657.03093 samples/s, eta: 3:57:06 +[2025/07/23 06:05:08] openrec INFO: epoch: [41/60], global_step: 66470, lr: 0.000140, loss: 0.182654, avg_reader_cost: 0.01134 s, avg_batch_cost: 0.42882 s, avg_samples: 256.0, ips: 596.98925 samples/s, eta: 3:57:02 +[2025/07/23 06:05:12] openrec INFO: epoch: [41/60], global_step: 66480, lr: 0.000140, loss: 0.190821, avg_reader_cost: 0.01095 s, avg_batch_cost: 0.40651 s, avg_samples: 256.0, ips: 629.75321 samples/s, eta: 3:56:57 +[2025/07/23 06:05:16] openrec INFO: epoch: [41/60], global_step: 66490, lr: 0.000140, loss: 0.210175, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.40018 s, 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+[2025/07/23 06:06:10] openrec INFO: epoch: [41/60], global_step: 66620, lr: 0.000139, loss: 0.179704, avg_reader_cost: 0.01092 s, avg_batch_cost: 0.40640 s, avg_samples: 256.0, ips: 629.91814 samples/s, eta: 3:55:55 +[2025/07/23 06:06:14] openrec INFO: epoch: [41/60], global_step: 66630, lr: 0.000139, loss: 0.172141, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.37011 s, avg_samples: 256.0, ips: 691.69475 samples/s, eta: 3:55:50 +[2025/07/23 06:06:18] openrec INFO: epoch: [41/60], global_step: 66640, lr: 0.000139, loss: 0.145619, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.40699 s, avg_samples: 256.0, ips: 629.01397 samples/s, eta: 3:55:46 +[2025/07/23 06:06:22] openrec INFO: epoch: [41/60], global_step: 66650, lr: 0.000139, loss: 0.158669, avg_reader_cost: 0.01075 s, avg_batch_cost: 0.40125 s, avg_samples: 256.0, ips: 638.00080 samples/s, eta: 3:55:41 +[2025/07/23 06:06:26] openrec INFO: epoch: [41/60], global_step: 66660, lr: 0.000139, loss: 0.160314, avg_reader_cost: 0.01215 s, 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+[2025/07/23 06:07:56] openrec INFO: epoch: [41/60], global_step: 66850, lr: 0.000137, loss: 0.177138, avg_reader_cost: 0.01173 s, avg_batch_cost: 0.41331 s, avg_samples: 256.0, ips: 619.38766 samples/s, eta: 3:54:18 +[2025/07/23 06:08:00] openrec INFO: epoch: [41/60], global_step: 66860, lr: 0.000137, loss: 0.185028, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.38597 s, avg_samples: 256.0, ips: 663.26166 samples/s, eta: 3:54:13 +[2025/07/23 06:08:04] openrec INFO: epoch: [41/60], global_step: 66870, lr: 0.000137, loss: 0.195128, avg_reader_cost: 0.01114 s, avg_batch_cost: 0.40396 s, avg_samples: 256.0, ips: 633.72112 samples/s, eta: 3:54:09 +[2025/07/23 06:08:08] openrec INFO: epoch: [41/60], global_step: 66880, lr: 0.000137, loss: 0.201866, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.38211 s, avg_samples: 256.0, ips: 669.96059 samples/s, eta: 3:54:04 +[2025/07/23 06:08:11] openrec INFO: epoch: [41/60], global_step: 66890, lr: 0.000137, loss: 0.184783, avg_reader_cost: 0.00975 s, 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[41/60], global_step: 66940, lr: 0.000137, loss: 0.176055, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.39515 s, avg_samples: 256.0, ips: 647.85217 samples/s, eta: 3:53:37 +[2025/07/23 06:08:34] openrec INFO: epoch: [41/60], global_step: 66950, lr: 0.000137, loss: 0.171957, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.37851 s, avg_samples: 256.0, ips: 676.33063 samples/s, eta: 3:53:32 +[2025/07/23 06:08:38] openrec INFO: epoch: [41/60], global_step: 66960, lr: 0.000137, loss: 0.181282, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.42951 s, avg_samples: 256.0, ips: 596.02139 samples/s, eta: 3:53:28 +[2025/07/23 06:08:42] openrec INFO: epoch: [41/60], global_step: 66970, lr: 0.000137, loss: 0.180260, avg_reader_cost: 0.01127 s, avg_batch_cost: 0.40698 s, avg_samples: 256.0, ips: 629.02768 samples/s, eta: 3:53:23 +[2025/07/23 06:08:46] openrec INFO: epoch: [41/60], global_step: 66980, lr: 0.000136, loss: 0.177074, avg_reader_cost: 0.00871 s, avg_batch_cost: 0.36329 s, avg_samples: 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eta: 3:53:07 +[2025/07/23 06:09:05] openrec INFO: epoch: [41/60], global_step: 67020, lr: 0.000136, loss: 0.185517, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.38365 s, avg_samples: 256.0, ips: 667.26865 samples/s, eta: 3:53:02 +[2025/07/23 06:09:09] openrec INFO: epoch: [41/60], global_step: 67030, lr: 0.000136, loss: 0.172838, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.37610 s, avg_samples: 256.0, ips: 680.67363 samples/s, eta: 3:52:57 +[2025/07/23 06:09:13] openrec INFO: epoch: [41/60], global_step: 67040, lr: 0.000136, loss: 0.167533, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.39950 s, avg_samples: 256.0, ips: 640.80182 samples/s, eta: 3:52:53 +[2025/07/23 06:09:17] openrec INFO: epoch: [41/60], global_step: 67050, lr: 0.000136, loss: 0.184483, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.37670 s, avg_samples: 256.0, ips: 679.59328 samples/s, eta: 3:52:48 +[2025/07/23 06:09:21] openrec INFO: epoch: [41/60], global_step: 67060, lr: 0.000136, loss: 0.184820, avg_reader_cost: 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INFO: epoch: [41/60], global_step: 67110, lr: 0.000135, loss: 0.200974, avg_reader_cost: 0.01236 s, avg_batch_cost: 0.43063 s, avg_samples: 256.0, ips: 594.48330 samples/s, eta: 3:52:21 +[2025/07/23 06:09:44] openrec INFO: epoch: [41/60], global_step: 67120, lr: 0.000135, loss: 0.175654, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.38001 s, avg_samples: 256.0, ips: 673.65962 samples/s, eta: 3:52:17 +[2025/07/23 06:09:48] openrec INFO: epoch: [41/60], global_step: 67130, lr: 0.000135, loss: 0.196362, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.37767 s, avg_samples: 256.0, ips: 677.84014 samples/s, eta: 3:52:12 +[2025/07/23 06:09:52] openrec INFO: epoch: [41/60], global_step: 67140, lr: 0.000135, loss: 0.187412, avg_reader_cost: 0.00914 s, avg_batch_cost: 0.37130 s, avg_samples: 256.0, ips: 689.47217 samples/s, eta: 3:52:07 +[2025/07/23 06:09:56] openrec INFO: epoch: [41/60], global_step: 67150, lr: 0.000135, loss: 0.185690, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.40043 s, avg_samples: 256.0, ips: 639.31752 samples/s, eta: 3:52:03 +[2025/07/23 06:10:00] openrec INFO: epoch: [41/60], global_step: 67160, lr: 0.000135, loss: 0.199984, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.39321 s, avg_samples: 256.0, ips: 651.04930 samples/s, eta: 3:51:58 +[2025/07/23 06:10:04] openrec INFO: epoch: [41/60], global_step: 67170, lr: 0.000135, loss: 0.202577, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.37584 s, avg_samples: 256.0, ips: 681.14982 samples/s, eta: 3:51:54 +[2025/07/23 06:10:08] openrec INFO: epoch: [41/60], global_step: 67180, lr: 0.000135, loss: 0.172101, avg_reader_cost: 0.01151 s, avg_batch_cost: 0.44757 s, avg_samples: 256.0, ips: 571.97551 samples/s, eta: 3:51:49 +[2025/07/23 06:10:12] openrec INFO: epoch: [41/60], global_step: 67190, lr: 0.000135, loss: 0.180909, avg_reader_cost: 0.01126 s, avg_batch_cost: 0.41015 s, avg_samples: 256.0, ips: 624.16298 samples/s, eta: 3:51:45 +[2025/07/23 06:10:16] openrec INFO: epoch: [41/60], global_step: 67200, lr: 0.000135, loss: 0.175822, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.40210 s, avg_samples: 256.0, ips: 636.66156 samples/s, eta: 3:51:40 +[2025/07/23 06:10:20] openrec INFO: epoch: [41/60], global_step: 67210, lr: 0.000135, loss: 0.168209, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.38443 s, avg_samples: 256.0, ips: 665.91886 samples/s, eta: 3:51:36 +[2025/07/23 06:10:24] openrec INFO: epoch: [41/60], global_step: 67220, lr: 0.000135, loss: 0.168362, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.38115 s, avg_samples: 256.0, ips: 671.65001 samples/s, eta: 3:51:31 +[2025/07/23 06:10:28] openrec INFO: epoch: [41/60], global_step: 67230, lr: 0.000135, loss: 0.168378, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.39675 s, avg_samples: 256.0, ips: 645.23671 samples/s, eta: 3:51:27 +[2025/07/23 06:10:32] openrec INFO: epoch: [41/60], global_step: 67240, lr: 0.000135, loss: 0.172858, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.39911 s, avg_samples: 256.0, ips: 641.42893 samples/s, eta: 3:51:22 +[2025/07/23 06:10:36] openrec INFO: epoch: [41/60], global_step: 67250, lr: 0.000134, loss: 0.172858, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.39312 s, avg_samples: 256.0, ips: 651.20622 samples/s, eta: 3:51:18 +[2025/07/23 06:10:40] openrec INFO: epoch: [41/60], global_step: 67260, lr: 0.000134, loss: 0.193660, avg_reader_cost: 0.01109 s, avg_batch_cost: 0.40716 s, avg_samples: 256.0, ips: 628.73898 samples/s, eta: 3:51:13 +[2025/07/23 06:10:44] openrec INFO: epoch: [41/60], global_step: 67270, lr: 0.000134, loss: 0.193660, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.38771 s, avg_samples: 256.0, ips: 660.29379 samples/s, eta: 3:51:09 +[2025/07/23 06:10:48] openrec INFO: epoch: [41/60], global_step: 67280, lr: 0.000134, loss: 0.178738, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.41311 s, avg_samples: 256.0, ips: 619.69587 samples/s, eta: 3:51:04 +[2025/07/23 06:10:52] openrec INFO: epoch: [41/60], global_step: 67290, lr: 0.000134, loss: 0.169189, avg_reader_cost: 0.01114 s, avg_batch_cost: 0.37162 s, avg_samples: 256.0, ips: 688.86842 samples/s, eta: 3:51:00 +[2025/07/23 06:10:55] openrec INFO: epoch: [41/60], global_step: 67300, lr: 0.000134, loss: 0.182575, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.37678 s, avg_samples: 256.0, ips: 679.43843 samples/s, eta: 3:50:55 +[2025/07/23 06:10:59] openrec INFO: epoch: [41/60], global_step: 67310, lr: 0.000134, loss: 0.170900, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.38289 s, avg_samples: 256.0, ips: 668.60577 samples/s, eta: 3:50:50 +[2025/07/23 06:11:03] openrec INFO: epoch: [41/60], global_step: 67320, lr: 0.000134, loss: 0.173167, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.36904 s, avg_samples: 256.0, ips: 693.69593 samples/s, eta: 3:50:46 +[2025/07/23 06:11:07] openrec INFO: epoch: [41/60], global_step: 67330, lr: 0.000134, loss: 0.175938, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.37520 s, avg_samples: 256.0, ips: 682.30497 samples/s, eta: 3:50:41 +[2025/07/23 06:11:11] openrec INFO: epoch: [41/60], global_step: 67340, lr: 0.000134, loss: 0.172301, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.39603 s, avg_samples: 256.0, ips: 646.41389 samples/s, eta: 3:50:37 +[2025/07/23 06:11:15] openrec INFO: epoch: [41/60], global_step: 67350, lr: 0.000134, loss: 0.179723, avg_reader_cost: 0.01155 s, avg_batch_cost: 0.39608 s, avg_samples: 256.0, ips: 646.32918 samples/s, eta: 3:50:32 +[2025/07/23 06:11:18] openrec INFO: epoch: [41/60], global_step: 67360, lr: 0.000134, loss: 0.184736, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.35873 s, avg_samples: 256.0, ips: 713.63289 samples/s, eta: 3:50:27 +[2025/07/23 06:11:22] openrec INFO: epoch: [41/60], global_step: 67370, lr: 0.000134, loss: 0.172940, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.38214 s, avg_samples: 256.0, ips: 669.91725 samples/s, eta: 3:50:23 +[2025/07/23 06:11:26] openrec INFO: epoch: [41/60], global_step: 67380, lr: 0.000134, loss: 0.171122, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.39272 s, avg_samples: 256.0, ips: 651.85643 samples/s, eta: 3:50:18 +[2025/07/23 06:11:30] openrec INFO: epoch: [41/60], global_step: 67390, lr: 0.000133, loss: 0.168489, avg_reader_cost: 0.01166 s, avg_batch_cost: 0.42866 s, avg_samples: 256.0, ips: 597.20883 samples/s, eta: 3:50:14 +[2025/07/23 06:11:34] openrec INFO: epoch: [41/60], global_step: 67400, lr: 0.000133, loss: 0.174198, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.39986 s, avg_samples: 256.0, ips: 640.22350 samples/s, eta: 3:50:09 +[2025/07/23 06:11:38] openrec INFO: epoch: [41/60], global_step: 67410, lr: 0.000133, loss: 0.189756, avg_reader_cost: 0.01106 s, avg_batch_cost: 0.40195 s, avg_samples: 256.0, ips: 636.90118 samples/s, eta: 3:50:05 +[2025/07/23 06:11:43] openrec INFO: epoch: [41/60], global_step: 67420, lr: 0.000133, loss: 0.170253, avg_reader_cost: 0.01140 s, avg_batch_cost: 0.41216 s, avg_samples: 256.0, ips: 621.11098 samples/s, eta: 3:50:01 +[2025/07/23 06:11:46] openrec INFO: epoch: [41/60], global_step: 67430, lr: 0.000133, loss: 0.172038, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.37094 s, avg_samples: 256.0, ips: 690.14430 samples/s, eta: 3:49:56 +[2025/07/23 06:11:50] openrec INFO: epoch: [41/60], global_step: 67440, lr: 0.000133, loss: 0.186476, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.38474 s, avg_samples: 256.0, ips: 665.38146 samples/s, eta: 3:49:51 +[2025/07/23 06:11:54] openrec INFO: epoch: [41/60], global_step: 67450, lr: 0.000133, loss: 0.168816, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.38752 s, avg_samples: 256.0, ips: 660.61358 samples/s, eta: 3:49:47 +[2025/07/23 06:11:58] openrec INFO: epoch: [41/60], global_step: 67460, lr: 0.000133, loss: 0.161353, avg_reader_cost: 0.01122 s, avg_batch_cost: 0.42721 s, avg_samples: 256.0, ips: 599.23320 samples/s, eta: 3:49:42 +[2025/07/23 06:12:02] openrec INFO: epoch: [41/60], global_step: 67470, lr: 0.000133, loss: 0.182821, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.37346 s, avg_samples: 256.0, ips: 685.48271 samples/s, eta: 3:49:38 +[2025/07/23 06:12:06] openrec INFO: epoch: [41/60], global_step: 67480, lr: 0.000133, loss: 0.191888, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.38613 s, avg_samples: 256.0, ips: 662.98068 samples/s, eta: 3:49:33 +[2025/07/23 06:12:10] openrec INFO: epoch: [41/60], global_step: 67490, lr: 0.000133, loss: 0.191112, avg_reader_cost: 0.01069 s, avg_batch_cost: 0.40081 s, avg_samples: 256.0, ips: 638.71174 samples/s, eta: 3:49:29 +[2025/07/23 06:12:14] openrec INFO: epoch: [41/60], global_step: 67500, lr: 0.000133, loss: 0.186943, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.38882 s, avg_samples: 256.0, ips: 658.39951 samples/s, eta: 3:49:24 +[2025/07/23 06:12:17] openrec INFO: cur metric, acc: 0.9387417205591312, norm_edit_dis: 0.9767397969809121, num_samples: 7248, fps: 2817.617283678287 +[2025/07/23 06:12:17] openrec INFO: best metric, acc: 0.9431567315905675, norm_edit_dis: 0.9786858540406022, num_samples: 7248, fps: 2795.769106446517, best_epoch: 40 +[2025/07/23 06:12:21] openrec INFO: epoch: [41/60], global_step: 67510, lr: 0.000133, loss: 0.186943, avg_reader_cost: 0.37050 s, avg_batch_cost: 0.73610 s, avg_samples: 256.0, ips: 347.77834 samples/s, eta: 3:49:21 +[2025/07/23 06:12:23] openrec INFO: epoch: [41/60], global_step: 67514, lr: 0.000133, loss: 0.189958, avg_reader_cost: 0.00354 s, avg_batch_cost: 0.16107 s, avg_samples: 102.4, ips: 635.74885 samples/s, eta: 3:49:19 +[2025/07/23 06:12:38] openrec INFO: cur metric, acc: 0.9417770406432436, norm_edit_dis: 0.9783213106767046, num_samples: 7248, fps: 529.5045291501237 +[2025/07/23 06:12:38] openrec INFO: best metric, acc: 0.9431567315905675, norm_edit_dis: 0.9786858540406022, num_samples: 7248, fps: 2795.769106446517, best_epoch: 40 +[2025/07/23 06:12:40] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 06:12:40] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_41.pth +[2025/07/23 06:12:40] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep2/gpu0_ep2 +[2025/07/23 06:12:40] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep2/gpu1_ep2 +[2025/07/23 06:12:40] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep2/gpu2_ep2 +[2025/07/23 06:12:40] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep2/gpu3_ep2 +[2025/07/23 06:12:50] openrec INFO: 0 +[2025/07/23 06:12:50] openrec INFO: 791556 +[2025/07/23 06:12:50] openrec INFO: 961292 +[2025/07/23 06:12:50] openrec INFO: 666837 +[2025/07/23 06:12:50] openrec INFO: 998049 +[2025/07/23 06:12:54] openrec INFO: epoch: [42/60], global_step: 67520, lr: 0.000132, loss: 0.198385, avg_reader_cost: 2.93160 s, avg_batch_cost: 3.15891 s, avg_samples: 153.6, ips: 48.62433 samples/s, eta: 3:49:39 +[2025/07/23 06:12:59] openrec INFO: epoch: [42/60], global_step: 67530, lr: 0.000132, loss: 0.190983, avg_reader_cost: 0.01121 s, avg_batch_cost: 0.41913 s, avg_samples: 256.0, ips: 610.78482 samples/s, eta: 3:49:34 +[2025/07/23 06:13:02] openrec INFO: epoch: [42/60], global_step: 67540, lr: 0.000132, loss: 0.171728, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.36678 s, avg_samples: 256.0, ips: 697.95820 samples/s, eta: 3:49:30 +[2025/07/23 06:13:06] openrec INFO: epoch: [42/60], global_step: 67550, lr: 0.000132, loss: 0.195918, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.38687 s, avg_samples: 256.0, ips: 661.71719 samples/s, eta: 3:49:25 +[2025/07/23 06:13:10] openrec INFO: epoch: [42/60], global_step: 67560, lr: 0.000132, loss: 0.191965, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.37311 s, avg_samples: 256.0, ips: 686.12704 samples/s, eta: 3:49:21 +[2025/07/23 06:13:14] openrec INFO: epoch: [42/60], global_step: 67570, lr: 0.000132, loss: 0.156161, avg_reader_cost: 0.01070 s, 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[42/60], global_step: 67620, lr: 0.000132, loss: 0.175405, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.38705 s, avg_samples: 256.0, ips: 661.40652 samples/s, eta: 3:48:53 +[2025/07/23 06:13:37] openrec INFO: epoch: [42/60], global_step: 67630, lr: 0.000132, loss: 0.178908, avg_reader_cost: 0.00941 s, avg_batch_cost: 0.40288 s, avg_samples: 256.0, ips: 635.43212 samples/s, eta: 3:48:48 +[2025/07/23 06:13:41] openrec INFO: epoch: [42/60], global_step: 67640, lr: 0.000132, loss: 0.178908, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.40290 s, avg_samples: 256.0, ips: 635.39715 samples/s, eta: 3:48:44 +[2025/07/23 06:13:45] openrec INFO: epoch: [42/60], global_step: 67650, lr: 0.000132, loss: 0.162840, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.39577 s, avg_samples: 256.0, ips: 646.83737 samples/s, eta: 3:48:39 +[2025/07/23 06:13:49] openrec INFO: epoch: [42/60], global_step: 67660, lr: 0.000131, loss: 0.193366, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.39034 s, avg_samples: 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+[2025/07/23 06:14:29] openrec INFO: epoch: [42/60], global_step: 67760, lr: 0.000131, loss: 0.200271, avg_reader_cost: 0.01093 s, avg_batch_cost: 0.40566 s, avg_samples: 256.0, ips: 631.06993 samples/s, eta: 3:47:50 +[2025/07/23 06:14:33] openrec INFO: epoch: [42/60], global_step: 67770, lr: 0.000131, loss: 0.184414, avg_reader_cost: 0.01148 s, avg_batch_cost: 0.42146 s, avg_samples: 256.0, ips: 607.40819 samples/s, eta: 3:47:46 +[2025/07/23 06:14:37] openrec INFO: epoch: [42/60], global_step: 67780, lr: 0.000131, loss: 0.183803, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.39935 s, avg_samples: 256.0, ips: 641.03588 samples/s, eta: 3:47:41 +[2025/07/23 06:14:41] openrec INFO: epoch: [42/60], global_step: 67790, lr: 0.000131, loss: 0.189959, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.36710 s, avg_samples: 256.0, ips: 697.35259 samples/s, eta: 3:47:37 +[2025/07/23 06:14:45] openrec INFO: epoch: [42/60], global_step: 67800, lr: 0.000130, loss: 0.175362, avg_reader_cost: 0.00987 s, 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+[2025/07/23 06:15:59] openrec INFO: epoch: [42/60], global_step: 67990, lr: 0.000129, loss: 0.180217, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.38051 s, avg_samples: 256.0, ips: 672.77740 samples/s, eta: 3:46:06 +[2025/07/23 06:16:03] openrec INFO: epoch: [42/60], global_step: 68000, lr: 0.000129, loss: 0.189787, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.37831 s, avg_samples: 256.0, ips: 676.68653 samples/s, eta: 3:46:01 +[2025/07/23 06:16:07] openrec INFO: cur metric, acc: 0.9406732878853846, norm_edit_dis: 0.9779475006671254, num_samples: 7248, fps: 2810.022487526264 +[2025/07/23 06:16:07] openrec INFO: best metric, acc: 0.9431567315905675, norm_edit_dis: 0.9786858540406022, num_samples: 7248, fps: 2795.769106446517, best_epoch: 40 +[2025/07/23 06:16:11] openrec INFO: epoch: [42/60], global_step: 68010, lr: 0.000129, loss: 0.179551, avg_reader_cost: 0.37018 s, avg_batch_cost: 0.78157 s, avg_samples: 256.0, ips: 327.54571 samples/s, eta: 3:45:58 +[2025/07/23 06:16:15] openrec 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INFO: epoch: [42/60], global_step: 68480, lr: 0.000126, loss: 0.198475, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.41351 s, avg_samples: 256.0, ips: 619.09503 samples/s, eta: 3:42:26 +[2025/07/23 06:19:22] openrec INFO: epoch: [42/60], global_step: 68490, lr: 0.000126, loss: 0.160487, avg_reader_cost: 0.01174 s, avg_batch_cost: 0.43469 s, avg_samples: 256.0, ips: 588.91914 samples/s, eta: 3:42:22 +[2025/07/23 06:19:38] openrec INFO: epoch: [42/60], global_step: 68500, lr: 0.000125, loss: 0.160228, avg_reader_cost: 0.00972 s, avg_batch_cost: 1.60202 s, avg_samples: 256.0, ips: 159.79818 samples/s, eta: 3:42:23 +[2025/07/23 06:19:41] openrec INFO: cur metric, acc: 0.9399834424117226, norm_edit_dis: 0.9775418491632731, num_samples: 7248, fps: 2793.0812596298288 +[2025/07/23 06:19:41] openrec INFO: best metric, acc: 0.9431567315905675, norm_edit_dis: 0.9786858540406022, num_samples: 7248, fps: 2795.769106446517, best_epoch: 40 +[2025/07/23 06:19:45] openrec INFO: epoch: [42/60], 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+[2025/07/23 06:20:41] openrec INFO: epoch: [42/60], global_step: 68650, lr: 0.000124, loss: 0.177162, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.38722 s, avg_samples: 256.0, ips: 661.11636 samples/s, eta: 3:41:17 +[2025/07/23 06:20:45] openrec INFO: epoch: [42/60], global_step: 68660, lr: 0.000124, loss: 0.167547, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.36978 s, avg_samples: 256.0, ips: 692.30850 samples/s, eta: 3:41:12 +[2025/07/23 06:20:49] openrec INFO: epoch: [42/60], global_step: 68670, lr: 0.000124, loss: 0.145069, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.38257 s, avg_samples: 256.0, ips: 669.15841 samples/s, eta: 3:41:08 +[2025/07/23 06:20:52] openrec INFO: epoch: [42/60], global_step: 68680, lr: 0.000124, loss: 0.154306, avg_reader_cost: 0.01038 s, avg_batch_cost: 0.36705 s, avg_samples: 256.0, ips: 697.44355 samples/s, eta: 3:41:03 +[2025/07/23 06:20:56] openrec INFO: epoch: [42/60], global_step: 68690, lr: 0.000124, loss: 0.169872, avg_reader_cost: 0.01014 s, 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+[2025/07/23 06:22:10] openrec INFO: epoch: [42/60], global_step: 68880, lr: 0.000123, loss: 0.170205, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.37556 s, avg_samples: 256.0, ips: 681.65069 samples/s, eta: 3:39:32 +[2025/07/23 06:22:13] openrec INFO: epoch: [42/60], global_step: 68890, lr: 0.000123, loss: 0.175462, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.38169 s, avg_samples: 256.0, ips: 670.69297 samples/s, eta: 3:39:28 +[2025/07/23 06:22:17] openrec INFO: epoch: [42/60], global_step: 68900, lr: 0.000123, loss: 0.185409, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.39556 s, avg_samples: 256.0, ips: 647.18526 samples/s, eta: 3:39:23 +[2025/07/23 06:22:21] openrec INFO: epoch: [42/60], global_step: 68910, lr: 0.000123, loss: 0.195259, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.39569 s, avg_samples: 256.0, ips: 646.96470 samples/s, eta: 3:39:19 +[2025/07/23 06:22:25] openrec INFO: epoch: [42/60], global_step: 68920, lr: 0.000122, loss: 0.185064, avg_reader_cost: 0.01196 s, avg_batch_cost: 0.40631 s, avg_samples: 256.0, ips: 630.05848 samples/s, eta: 3:39:14 +[2025/07/23 06:22:29] openrec INFO: epoch: [42/60], global_step: 68930, lr: 0.000122, loss: 0.170003, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.41207 s, avg_samples: 256.0, ips: 621.25117 samples/s, eta: 3:39:10 +[2025/07/23 06:22:33] openrec INFO: epoch: [42/60], global_step: 68940, lr: 0.000122, loss: 0.182200, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.38526 s, avg_samples: 256.0, ips: 664.48170 samples/s, eta: 3:39:05 +[2025/07/23 06:22:37] openrec INFO: epoch: [42/60], global_step: 68950, lr: 0.000122, loss: 0.193933, avg_reader_cost: 0.01128 s, avg_batch_cost: 0.38618 s, avg_samples: 256.0, ips: 662.90782 samples/s, eta: 3:39:01 +[2025/07/23 06:22:41] openrec INFO: epoch: [42/60], global_step: 68960, lr: 0.000122, loss: 0.183722, avg_reader_cost: 0.00930 s, avg_batch_cost: 0.35689 s, avg_samples: 256.0, ips: 717.31186 samples/s, eta: 3:38:56 +[2025/07/23 06:22:45] openrec INFO: epoch: [42/60], global_step: 68970, lr: 0.000122, loss: 0.174618, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.40803 s, avg_samples: 256.0, ips: 627.40751 samples/s, eta: 3:38:52 +[2025/07/23 06:22:49] openrec INFO: epoch: [42/60], global_step: 68980, lr: 0.000122, loss: 0.170149, avg_reader_cost: 0.01077 s, avg_batch_cost: 0.37722 s, avg_samples: 256.0, ips: 678.64446 samples/s, eta: 3:38:47 +[2025/07/23 06:22:52] openrec INFO: epoch: [42/60], global_step: 68990, lr: 0.000122, loss: 0.164878, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.37426 s, avg_samples: 256.0, ips: 684.00976 samples/s, eta: 3:38:42 +[2025/07/23 06:22:56] openrec INFO: epoch: [42/60], global_step: 69000, lr: 0.000122, loss: 0.168454, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.37843 s, avg_samples: 256.0, ips: 676.47861 samples/s, eta: 3:38:38 +[2025/07/23 06:23:00] openrec INFO: cur metric, acc: 0.9391556278433284, norm_edit_dis: 0.9774132086399336, num_samples: 7248, fps: 2789.671622534183 +[2025/07/23 06:23:00] openrec INFO: best metric, acc: 0.9431567315905675, norm_edit_dis: 0.9786858540406022, num_samples: 7248, fps: 2795.769106446517, best_epoch: 40 +[2025/07/23 06:23:04] openrec INFO: epoch: [42/60], global_step: 69010, lr: 0.000122, loss: 0.196048, avg_reader_cost: 0.38444 s, avg_batch_cost: 0.77355 s, avg_samples: 256.0, ips: 330.94070 samples/s, eta: 3:38:35 +[2025/07/23 06:23:08] openrec INFO: epoch: [42/60], global_step: 69020, lr: 0.000122, loss: 0.193332, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.36789 s, avg_samples: 256.0, ips: 695.86622 samples/s, eta: 3:38:30 +[2025/07/23 06:23:12] openrec INFO: epoch: [42/60], global_step: 69030, lr: 0.000122, loss: 0.178581, avg_reader_cost: 0.01102 s, avg_batch_cost: 0.39222 s, avg_samples: 256.0, ips: 652.70016 samples/s, eta: 3:38:26 +[2025/07/23 06:23:16] openrec INFO: epoch: [42/60], global_step: 69040, lr: 0.000122, loss: 0.159338, avg_reader_cost: 0.01016 s, avg_batch_cost: 0.39206 s, avg_samples: 256.0, ips: 652.96951 samples/s, eta: 3:38:21 +[2025/07/23 06:23:19] openrec INFO: epoch: [42/60], global_step: 69050, lr: 0.000122, loss: 0.167757, avg_reader_cost: 0.01080 s, avg_batch_cost: 0.37304 s, avg_samples: 256.0, ips: 686.25614 samples/s, eta: 3:38:17 +[2025/07/23 06:23:23] openrec INFO: epoch: [42/60], global_step: 69060, lr: 0.000121, loss: 0.178632, avg_reader_cost: 0.01089 s, avg_batch_cost: 0.40440 s, avg_samples: 256.0, ips: 633.03698 samples/s, eta: 3:38:12 +[2025/07/23 06:23:27] openrec INFO: epoch: [42/60], global_step: 69070, lr: 0.000121, loss: 0.193938, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.39759 s, avg_samples: 256.0, ips: 643.88371 samples/s, eta: 3:38:08 +[2025/07/23 06:23:32] openrec INFO: epoch: [42/60], global_step: 69080, lr: 0.000121, loss: 0.179058, avg_reader_cost: 0.01184 s, avg_batch_cost: 0.41942 s, avg_samples: 256.0, ips: 610.35954 samples/s, eta: 3:38:03 +[2025/07/23 06:23:35] openrec INFO: epoch: [42/60], global_step: 69090, lr: 0.000121, loss: 0.188249, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.37376 s, avg_samples: 256.0, ips: 684.92804 samples/s, eta: 3:37:59 +[2025/07/23 06:23:39] openrec INFO: epoch: [42/60], global_step: 69100, lr: 0.000121, loss: 0.178496, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.37952 s, avg_samples: 256.0, ips: 674.54382 samples/s, eta: 3:37:54 +[2025/07/23 06:23:43] openrec INFO: epoch: [42/60], global_step: 69110, lr: 0.000121, loss: 0.169535, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.37257 s, avg_samples: 256.0, ips: 687.12788 samples/s, eta: 3:37:50 +[2025/07/23 06:23:47] openrec INFO: epoch: [42/60], global_step: 69120, lr: 0.000121, loss: 0.178778, avg_reader_cost: 0.01145 s, avg_batch_cost: 0.43849 s, avg_samples: 256.0, ips: 583.82574 samples/s, eta: 3:37:45 +[2025/07/23 06:23:51] openrec INFO: epoch: [42/60], global_step: 69130, lr: 0.000121, loss: 0.163364, avg_reader_cost: 0.01196 s, avg_batch_cost: 0.42738 s, avg_samples: 256.0, ips: 598.99586 samples/s, eta: 3:37:41 +[2025/07/23 06:23:56] openrec INFO: epoch: [42/60], global_step: 69140, lr: 0.000121, loss: 0.168613, avg_reader_cost: 0.01099 s, avg_batch_cost: 0.41697 s, avg_samples: 256.0, ips: 613.94933 samples/s, eta: 3:37:36 +[2025/07/23 06:23:59] openrec INFO: epoch: [42/60], global_step: 69150, lr: 0.000121, loss: 0.185250, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.37053 s, avg_samples: 256.0, ips: 690.89883 samples/s, eta: 3:37:32 +[2025/07/23 06:24:03] openrec INFO: epoch: [42/60], global_step: 69160, lr: 0.000121, loss: 0.185250, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.39055 s, avg_samples: 256.0, ips: 655.48710 samples/s, eta: 3:37:27 +[2025/07/23 06:24:07] openrec INFO: epoch: [42/60], global_step: 69170, lr: 0.000121, loss: 0.164454, avg_reader_cost: 0.01150 s, avg_batch_cost: 0.39832 s, avg_samples: 256.0, ips: 642.69456 samples/s, eta: 3:37:23 +[2025/07/23 06:24:11] openrec INFO: epoch: [42/60], global_step: 69180, lr: 0.000121, loss: 0.151323, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.37189 s, avg_samples: 256.0, ips: 688.38407 samples/s, eta: 3:37:18 +[2025/07/23 06:24:13] openrec INFO: epoch: [42/60], global_step: 69185, lr: 0.000121, loss: 0.165649, avg_reader_cost: 0.00542 s, avg_batch_cost: 0.19335 s, avg_samples: 128.0, ips: 661.99563 samples/s, eta: 3:37:16 +[2025/07/23 06:24:29] openrec INFO: cur metric, acc: 0.9402593806011874, norm_edit_dis: 0.9767606246914335, num_samples: 7248, fps: 500.4099268184412 +[2025/07/23 06:24:29] openrec INFO: best metric, acc: 0.9431567315905675, norm_edit_dis: 0.9786858540406022, num_samples: 7248, fps: 2795.769106446517, best_epoch: 40 +[2025/07/23 06:24:30] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 06:24:31] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_42.pth +[2025/07/23 06:24:31] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep3/gpu2_ep3 +[2025/07/23 06:24:31] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep3/gpu0_ep3 +[2025/07/23 06:24:31] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep3/gpu1_ep3 +[2025/07/23 06:24:31] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep3/gpu3_ep3 +[2025/07/23 06:24:41] openrec INFO: 0 +[2025/07/23 06:24:41] openrec INFO: 791392 +[2025/07/23 06:24:41] openrec INFO: 961881 +[2025/07/23 06:24:41] openrec INFO: 668028 +[2025/07/23 06:24:41] openrec INFO: 997534 +[2025/07/23 06:24:45] openrec INFO: epoch: [43/60], global_step: 69190, lr: 0.000121, loss: 0.175931, avg_reader_cost: 3.05745 s, avg_batch_cost: 3.22725 s, avg_samples: 128.0, ips: 39.66219 samples/s, eta: 3:37:35 +[2025/07/23 06:24:49] openrec INFO: epoch: [43/60], global_step: 69200, lr: 0.000120, loss: 0.190263, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.36762 s, avg_samples: 256.0, ips: 696.37023 samples/s, eta: 3:37:30 +[2025/07/23 06:24:53] openrec INFO: epoch: [43/60], global_step: 69210, lr: 0.000120, loss: 0.179505, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.35832 s, avg_samples: 256.0, ips: 714.43977 samples/s, eta: 3:37:25 +[2025/07/23 06:24:56] openrec INFO: epoch: [43/60], global_step: 69220, lr: 0.000120, loss: 0.180200, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.38035 s, avg_samples: 256.0, ips: 673.06936 samples/s, eta: 3:37:21 +[2025/07/23 06:25:00] openrec INFO: epoch: [43/60], global_step: 69230, lr: 0.000120, loss: 0.178804, avg_reader_cost: 0.01061 s, avg_batch_cost: 0.39259 s, avg_samples: 256.0, ips: 652.08129 samples/s, eta: 3:37:16 +[2025/07/23 06:25:04] openrec INFO: epoch: [43/60], global_step: 69240, lr: 0.000120, loss: 0.168708, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.38833 s, avg_samples: 256.0, ips: 659.22571 samples/s, eta: 3:37:12 +[2025/07/23 06:25:08] openrec INFO: epoch: [43/60], global_step: 69250, lr: 0.000120, loss: 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+[2025/07/23 06:25:26] openrec INFO: epoch: [43/60], global_step: 69300, lr: 0.000120, loss: 0.169291, avg_reader_cost: 0.00957 s, avg_batch_cost: 0.36799 s, avg_samples: 256.0, ips: 695.67163 samples/s, eta: 3:36:44 +[2025/07/23 06:25:30] openrec INFO: epoch: [43/60], global_step: 69310, lr: 0.000120, loss: 0.176231, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.37666 s, avg_samples: 256.0, ips: 679.65755 samples/s, eta: 3:36:39 +[2025/07/23 06:25:34] openrec INFO: epoch: [43/60], global_step: 69320, lr: 0.000120, loss: 0.180852, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.37030 s, avg_samples: 256.0, ips: 691.32733 samples/s, eta: 3:36:35 +[2025/07/23 06:25:38] openrec INFO: epoch: [43/60], global_step: 69330, lr: 0.000120, loss: 0.184604, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.36895 s, avg_samples: 256.0, ips: 693.85363 samples/s, eta: 3:36:30 +[2025/07/23 06:25:41] openrec INFO: epoch: [43/60], global_step: 69340, lr: 0.000119, loss: 0.178816, avg_reader_cost: 0.01299 s, 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[43/60], global_step: 69390, lr: 0.000119, loss: 0.184190, avg_reader_cost: 0.01107 s, avg_batch_cost: 0.40664 s, avg_samples: 256.0, ips: 629.54751 samples/s, eta: 3:36:03 +[2025/07/23 06:26:04] openrec INFO: epoch: [43/60], global_step: 69400, lr: 0.000119, loss: 0.193454, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.36849 s, avg_samples: 256.0, ips: 694.72654 samples/s, eta: 3:35:58 +[2025/07/23 06:26:08] openrec INFO: epoch: [43/60], global_step: 69410, lr: 0.000119, loss: 0.179358, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.37387 s, avg_samples: 256.0, ips: 684.72546 samples/s, eta: 3:35:54 +[2025/07/23 06:26:11] openrec INFO: epoch: [43/60], global_step: 69420, lr: 0.000119, loss: 0.190780, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.37096 s, avg_samples: 256.0, ips: 690.09631 samples/s, eta: 3:35:49 +[2025/07/23 06:26:15] openrec INFO: epoch: [43/60], global_step: 69430, lr: 0.000119, loss: 0.207899, avg_reader_cost: 0.00920 s, avg_batch_cost: 0.36155 s, avg_samples: 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[43/60], global_step: 69650, lr: 0.000117, loss: 0.168843, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.35936 s, avg_samples: 256.0, ips: 712.37046 samples/s, eta: 3:34:04 +[2025/07/23 06:27:43] openrec INFO: epoch: [43/60], global_step: 69660, lr: 0.000117, loss: 0.160089, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.36689 s, avg_samples: 256.0, ips: 697.75260 samples/s, eta: 3:34:00 +[2025/07/23 06:27:47] openrec INFO: epoch: [43/60], global_step: 69670, lr: 0.000117, loss: 0.169925, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.35218 s, avg_samples: 256.0, ips: 726.89884 samples/s, eta: 3:33:55 +[2025/07/23 06:27:51] openrec INFO: epoch: [43/60], global_step: 69680, lr: 0.000117, loss: 0.192334, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.37622 s, avg_samples: 256.0, ips: 680.45558 samples/s, eta: 3:33:50 +[2025/07/23 06:27:54] openrec INFO: epoch: [43/60], global_step: 69690, lr: 0.000117, loss: 0.176777, avg_reader_cost: 0.00918 s, avg_batch_cost: 0.35751 s, avg_samples: 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+[2025/07/23 06:28:31] openrec INFO: epoch: [43/60], global_step: 69790, lr: 0.000116, loss: 0.198754, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.38566 s, avg_samples: 256.0, ips: 663.80561 samples/s, eta: 3:33:00 +[2025/07/23 06:28:35] openrec INFO: epoch: [43/60], global_step: 69800, lr: 0.000116, loss: 0.197399, avg_reader_cost: 0.00934 s, avg_batch_cost: 0.36307 s, avg_samples: 256.0, ips: 705.10150 samples/s, eta: 3:32:55 +[2025/07/23 06:28:39] openrec INFO: epoch: [43/60], global_step: 69810, lr: 0.000116, loss: 0.194246, avg_reader_cost: 0.01050 s, avg_batch_cost: 0.37681 s, avg_samples: 256.0, ips: 679.38456 samples/s, eta: 3:32:50 +[2025/07/23 06:28:42] openrec INFO: epoch: [43/60], global_step: 69820, lr: 0.000116, loss: 0.185171, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.36197 s, avg_samples: 256.0, ips: 707.24467 samples/s, eta: 3:32:46 +[2025/07/23 06:28:46] openrec INFO: epoch: [43/60], global_step: 69830, lr: 0.000116, loss: 0.181998, avg_reader_cost: 0.00967 s, 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[43/60], global_step: 69880, lr: 0.000116, loss: 0.185397, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.37781 s, avg_samples: 256.0, ips: 677.58635 samples/s, eta: 3:32:18 +[2025/07/23 06:29:08] openrec INFO: epoch: [43/60], global_step: 69890, lr: 0.000116, loss: 0.183261, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.37006 s, avg_samples: 256.0, ips: 691.77304 samples/s, eta: 3:32:14 +[2025/07/23 06:29:12] openrec INFO: epoch: [43/60], global_step: 69900, lr: 0.000116, loss: 0.179945, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.35968 s, avg_samples: 256.0, ips: 711.73706 samples/s, eta: 3:32:09 +[2025/07/23 06:29:16] openrec INFO: epoch: [43/60], global_step: 69910, lr: 0.000115, loss: 0.184019, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.38031 s, avg_samples: 256.0, ips: 673.13092 samples/s, eta: 3:32:04 +[2025/07/23 06:29:20] openrec INFO: epoch: [43/60], global_step: 69920, lr: 0.000115, loss: 0.166467, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.37497 s, avg_samples: 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loss: 0.174599, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.36758 s, avg_samples: 256.0, ips: 696.45253 samples/s, eta: 3:31:37 +[2025/07/23 06:29:42] openrec INFO: epoch: [43/60], global_step: 69980, lr: 0.000115, loss: 0.171101, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.36602 s, avg_samples: 256.0, ips: 699.41695 samples/s, eta: 3:31:32 +[2025/07/23 06:29:46] openrec INFO: epoch: [43/60], global_step: 69990, lr: 0.000115, loss: 0.169275, avg_reader_cost: 0.00931 s, avg_batch_cost: 0.35804 s, avg_samples: 256.0, ips: 715.00148 samples/s, eta: 3:31:28 +[2025/07/23 06:29:49] openrec INFO: epoch: [43/60], global_step: 70000, lr: 0.000115, loss: 0.162182, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.37787 s, avg_samples: 256.0, ips: 677.47802 samples/s, eta: 3:31:23 +[2025/07/23 06:29:53] openrec INFO: cur metric, acc: 0.9416390715485112, norm_edit_dis: 0.9780512618356834, num_samples: 7248, fps: 2825.4974512697368 +[2025/07/23 06:29:53] openrec INFO: best metric, acc: 0.9431567315905675, norm_edit_dis: 0.9786858540406022, num_samples: 7248, fps: 2795.769106446517, best_epoch: 40 +[2025/07/23 06:29:55] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/iter_latest.pth +[2025/07/23 06:29:58] openrec INFO: epoch: [43/60], global_step: 70010, lr: 0.000115, loss: 0.175259, avg_reader_cost: 0.52727 s, avg_batch_cost: 0.90070 s, avg_samples: 256.0, ips: 284.22459 samples/s, eta: 3:31:21 +[2025/07/23 06:30:02] openrec INFO: epoch: [43/60], global_step: 70020, lr: 0.000115, loss: 0.176804, avg_reader_cost: 0.01140 s, avg_batch_cost: 0.37998 s, avg_samples: 256.0, ips: 673.72442 samples/s, eta: 3:31:16 +[2025/07/23 06:30:06] openrec INFO: epoch: [43/60], global_step: 70030, lr: 0.000115, loss: 0.168954, avg_reader_cost: 0.01306 s, avg_batch_cost: 0.37941 s, avg_samples: 256.0, ips: 674.72554 samples/s, eta: 3:31:12 +[2025/07/23 06:30:10] openrec INFO: epoch: [43/60], 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+[2025/07/23 06:32:45] openrec INFO: epoch: [43/60], global_step: 70410, lr: 0.000112, loss: 0.149315, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.39278 s, avg_samples: 256.0, ips: 651.77148 samples/s, eta: 3:28:24 +[2025/07/23 06:32:48] openrec INFO: epoch: [43/60], global_step: 70420, lr: 0.000112, loss: 0.159288, avg_reader_cost: 0.01038 s, avg_batch_cost: 0.37228 s, avg_samples: 256.0, ips: 687.65502 samples/s, eta: 3:28:20 +[2025/07/23 06:32:52] openrec INFO: epoch: [43/60], global_step: 70430, lr: 0.000112, loss: 0.153979, avg_reader_cost: 0.01074 s, avg_batch_cost: 0.38006 s, avg_samples: 256.0, ips: 673.57202 samples/s, eta: 3:28:15 +[2025/07/23 06:32:56] openrec INFO: epoch: [43/60], global_step: 70440, lr: 0.000112, loss: 0.166479, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.37901 s, avg_samples: 256.0, ips: 675.44309 samples/s, eta: 3:28:11 +[2025/07/23 06:33:00] openrec INFO: epoch: [43/60], global_step: 70450, lr: 0.000112, loss: 0.175875, avg_reader_cost: 0.01117 s, 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lr: 0.000110, loss: 0.185873, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.39513 s, avg_samples: 256.0, ips: 647.89106 samples/s, eta: 3:25:48 +[2025/07/23 06:35:09] openrec INFO: epoch: [43/60], global_step: 70770, lr: 0.000110, loss: 0.180717, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.38336 s, avg_samples: 256.0, ips: 667.78382 samples/s, eta: 3:25:44 +[2025/07/23 06:35:13] openrec INFO: epoch: [43/60], global_step: 70780, lr: 0.000110, loss: 0.166184, avg_reader_cost: 0.01167 s, avg_batch_cost: 0.42592 s, avg_samples: 256.0, ips: 601.04691 samples/s, eta: 3:25:39 +[2025/07/23 06:35:17] openrec INFO: epoch: [43/60], global_step: 70790, lr: 0.000109, loss: 0.178564, avg_reader_cost: 0.01074 s, avg_batch_cost: 0.41979 s, avg_samples: 256.0, ips: 609.83069 samples/s, eta: 3:25:35 +[2025/07/23 06:35:21] openrec INFO: epoch: [43/60], global_step: 70800, lr: 0.000109, loss: 0.191779, avg_reader_cost: 0.01137 s, avg_batch_cost: 0.40410 s, avg_samples: 256.0, ips: 633.51035 samples/s, eta: 3:25:30 +[2025/07/23 06:35:25] openrec INFO: epoch: [43/60], global_step: 70810, lr: 0.000109, loss: 0.174275, avg_reader_cost: 0.01149 s, avg_batch_cost: 0.38974 s, avg_samples: 256.0, ips: 656.85062 samples/s, eta: 3:25:26 +[2025/07/23 06:35:29] openrec INFO: epoch: [43/60], global_step: 70820, lr: 0.000109, loss: 0.173973, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.39133 s, avg_samples: 256.0, ips: 654.17614 samples/s, eta: 3:25:21 +[2025/07/23 06:35:33] openrec INFO: epoch: [43/60], global_step: 70830, lr: 0.000109, loss: 0.188009, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.39034 s, avg_samples: 256.0, ips: 655.83342 samples/s, eta: 3:25:17 +[2025/07/23 06:35:37] openrec INFO: epoch: [43/60], global_step: 70840, lr: 0.000109, loss: 0.196339, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.39927 s, avg_samples: 256.0, ips: 641.16415 samples/s, eta: 3:25:12 +[2025/07/23 06:35:41] openrec INFO: epoch: [43/60], global_step: 70850, lr: 0.000109, loss: 0.162062, avg_reader_cost: 0.01211 s, avg_batch_cost: 0.39648 s, avg_samples: 256.0, ips: 645.68039 samples/s, eta: 3:25:08 +[2025/07/23 06:35:44] openrec INFO: epoch: [43/60], global_step: 70857, lr: 0.000109, loss: 0.161804, avg_reader_cost: 0.00737 s, avg_batch_cost: 0.30462 s, avg_samples: 179.2, ips: 588.28091 samples/s, eta: 3:25:05 +[2025/07/23 06:36:00] openrec INFO: cur metric, acc: 0.9432947006852999, norm_edit_dis: 0.9785912851651228, num_samples: 7248, fps: 522.8289048464704 +[2025/07/23 06:36:00] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 06:36:00] openrec INFO: best metric, acc: 0.9432947006852999, norm_edit_dis: 0.9785912851651228, num_samples: 7248, fps: 522.8289048464704, best_epoch: 43 +[2025/07/23 06:36:02] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 06:36:02] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_43.pth +[2025/07/23 06:36:02] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep4/gpu0_ep4 +[2025/07/23 06:36:02] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep4/gpu1_ep4 +[2025/07/23 06:36:02] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep4/gpu2_ep4 +[2025/07/23 06:36:02] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep4/gpu3_ep4 +[2025/07/23 06:36:12] openrec INFO: 0 +[2025/07/23 06:36:12] openrec INFO: 791765 +[2025/07/23 06:36:12] openrec INFO: 961050 +[2025/07/23 06:36:12] openrec INFO: 667427 +[2025/07/23 06:36:12] openrec INFO: 998790 +[2025/07/23 06:36:15] openrec INFO: epoch: [44/60], global_step: 70860, lr: 0.000109, loss: 0.164670, avg_reader_cost: 2.97628 s, avg_batch_cost: 3.08680 s, avg_samples: 76.8, ips: 24.88011 samples/s, eta: 3:25:08 +[2025/07/23 06:36:19] openrec INFO: epoch: [44/60], global_step: 70870, lr: 0.000109, loss: 0.169680, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.39103 s, avg_samples: 256.0, ips: 654.68605 samples/s, eta: 3:25:04 +[2025/07/23 06:36:23] openrec INFO: epoch: [44/60], global_step: 70880, lr: 0.000109, loss: 0.170919, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.39079 s, avg_samples: 256.0, ips: 655.07660 samples/s, eta: 3:24:59 +[2025/07/23 06:36:27] openrec INFO: epoch: [44/60], global_step: 70890, lr: 0.000109, loss: 0.176452, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.36053 s, avg_samples: 256.0, ips: 710.06476 samples/s, eta: 3:24:54 +[2025/07/23 06:36:31] openrec INFO: epoch: [44/60], global_step: 70900, lr: 0.000109, loss: 0.191361, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.39177 s, avg_samples: 256.0, ips: 653.44199 samples/s, eta: 3:24:50 +[2025/07/23 06:36:35] openrec INFO: epoch: [44/60], global_step: 70910, lr: 0.000109, loss: 0.174832, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.41468 s, avg_samples: 256.0, ips: 617.34505 samples/s, eta: 3:24:46 +[2025/07/23 06:36:39] openrec INFO: epoch: [44/60], global_step: 70920, lr: 0.000109, loss: 0.172562, avg_reader_cost: 0.01105 s, avg_batch_cost: 0.43841 s, avg_samples: 256.0, ips: 583.93055 samples/s, eta: 3:24:41 +[2025/07/23 06:36:44] openrec INFO: epoch: [44/60], global_step: 70930, lr: 0.000108, loss: 0.181214, avg_reader_cost: 0.01069 s, avg_batch_cost: 0.44368 s, avg_samples: 256.0, ips: 576.98998 samples/s, eta: 3:24:37 +[2025/07/23 06:36:48] openrec INFO: epoch: [44/60], global_step: 70940, lr: 0.000108, loss: 0.186124, avg_reader_cost: 0.01160 s, avg_batch_cost: 0.43479 s, avg_samples: 256.0, ips: 588.79236 samples/s, eta: 3:24:33 +[2025/07/23 06:36:52] openrec INFO: epoch: [44/60], global_step: 70950, lr: 0.000108, loss: 0.177766, avg_reader_cost: 0.01135 s, avg_batch_cost: 0.41488 s, avg_samples: 256.0, ips: 617.04112 samples/s, eta: 3:24:28 +[2025/07/23 06:36:56] openrec INFO: epoch: [44/60], global_step: 70960, lr: 0.000108, loss: 0.167435, avg_reader_cost: 0.01076 s, avg_batch_cost: 0.40545 s, avg_samples: 256.0, ips: 631.40284 samples/s, eta: 3:24:24 +[2025/07/23 06:37:00] openrec INFO: epoch: [44/60], global_step: 70970, lr: 0.000108, loss: 0.172938, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.41152 s, avg_samples: 256.0, ips: 622.08383 samples/s, eta: 3:24:19 +[2025/07/23 06:37:05] openrec INFO: epoch: [44/60], global_step: 70980, lr: 0.000108, loss: 0.173523, avg_reader_cost: 0.01145 s, avg_batch_cost: 0.43927 s, avg_samples: 256.0, ips: 582.79077 samples/s, eta: 3:24:15 +[2025/07/23 06:37:09] openrec INFO: epoch: [44/60], global_step: 70990, lr: 0.000108, loss: 0.171738, avg_reader_cost: 0.01084 s, avg_batch_cost: 0.41018 s, avg_samples: 256.0, ips: 624.11440 samples/s, eta: 3:24:11 +[2025/07/23 06:37:13] openrec INFO: epoch: [44/60], global_step: 71000, lr: 0.000108, loss: 0.182092, avg_reader_cost: 0.01117 s, avg_batch_cost: 0.43581 s, avg_samples: 256.0, ips: 587.40656 samples/s, eta: 3:24:06 +[2025/07/23 06:37:17] openrec INFO: cur metric, acc: 0.9398454733169903, norm_edit_dis: 0.9779968935079281, num_samples: 7248, fps: 2810.658478859676 +[2025/07/23 06:37:17] openrec INFO: best metric, acc: 0.9432947006852999, norm_edit_dis: 0.9785912851651228, num_samples: 7248, fps: 522.8289048464704, best_epoch: 43 +[2025/07/23 06:37:21] openrec INFO: epoch: [44/60], global_step: 71010, lr: 0.000108, loss: 0.188872, avg_reader_cost: 0.37290 s, avg_batch_cost: 0.76474 s, avg_samples: 256.0, ips: 334.75269 samples/s, eta: 3:24:03 +[2025/07/23 06:37:25] openrec INFO: epoch: [44/60], global_step: 71020, lr: 0.000108, loss: 0.162750, avg_reader_cost: 0.01091 s, avg_batch_cost: 0.42492 s, avg_samples: 256.0, ips: 602.47255 samples/s, eta: 3:23:59 +[2025/07/23 06:37:29] openrec INFO: epoch: [44/60], global_step: 71030, lr: 0.000108, loss: 0.163655, avg_reader_cost: 0.01064 s, avg_batch_cost: 0.40731 s, 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lr: 0.000107, loss: 0.173257, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.40963 s, avg_samples: 256.0, ips: 624.95032 samples/s, eta: 3:23:32 +[2025/07/23 06:37:54] openrec INFO: epoch: [44/60], global_step: 71090, lr: 0.000107, loss: 0.170859, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.43322 s, avg_samples: 256.0, ips: 590.91987 samples/s, eta: 3:23:28 +[2025/07/23 06:37:59] openrec INFO: epoch: [44/60], global_step: 71100, lr: 0.000107, loss: 0.191831, avg_reader_cost: 0.01112 s, avg_batch_cost: 0.43658 s, avg_samples: 256.0, ips: 586.37203 samples/s, eta: 3:23:24 +[2025/07/23 06:38:03] openrec INFO: epoch: [44/60], global_step: 71110, lr: 0.000107, loss: 0.183554, avg_reader_cost: 0.01100 s, avg_batch_cost: 0.39702 s, avg_samples: 256.0, ips: 644.79832 samples/s, eta: 3:23:19 +[2025/07/23 06:38:07] openrec INFO: epoch: [44/60], global_step: 71120, lr: 0.000107, loss: 0.172217, avg_reader_cost: 0.01146 s, avg_batch_cost: 0.44042 s, avg_samples: 256.0, ips: 581.26795 samples/s, eta: 3:23:15 +[2025/07/23 06:38:11] openrec INFO: epoch: [44/60], global_step: 71130, lr: 0.000107, loss: 0.192977, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.39068 s, avg_samples: 256.0, ips: 655.27217 samples/s, eta: 3:23:11 +[2025/07/23 06:38:15] openrec INFO: epoch: [44/60], global_step: 71140, lr: 0.000107, loss: 0.191341, avg_reader_cost: 0.01078 s, avg_batch_cost: 0.40185 s, avg_samples: 256.0, ips: 637.04836 samples/s, eta: 3:23:06 +[2025/07/23 06:38:19] openrec INFO: epoch: [44/60], global_step: 71150, lr: 0.000107, loss: 0.175095, avg_reader_cost: 0.01147 s, avg_batch_cost: 0.42264 s, avg_samples: 256.0, ips: 605.71670 samples/s, eta: 3:23:02 +[2025/07/23 06:38:23] openrec INFO: epoch: [44/60], global_step: 71160, lr: 0.000107, loss: 0.167803, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.40890 s, avg_samples: 256.0, ips: 626.06973 samples/s, eta: 3:22:57 +[2025/07/23 06:38:27] openrec INFO: epoch: [44/60], global_step: 71170, lr: 0.000107, loss: 0.170184, avg_reader_cost: 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INFO: epoch: [44/60], global_step: 71220, lr: 0.000107, loss: 0.176744, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.38436 s, avg_samples: 256.0, ips: 666.03915 samples/s, eta: 3:22:30 +[2025/07/23 06:38:51] openrec INFO: epoch: [44/60], global_step: 71230, lr: 0.000106, loss: 0.158836, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.37746 s, avg_samples: 256.0, ips: 678.21665 samples/s, eta: 3:22:26 +[2025/07/23 06:38:55] openrec INFO: epoch: [44/60], global_step: 71240, lr: 0.000106, loss: 0.166904, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.39217 s, avg_samples: 256.0, ips: 652.78055 samples/s, eta: 3:22:21 +[2025/07/23 06:38:59] openrec INFO: epoch: [44/60], global_step: 71250, lr: 0.000106, loss: 0.168441, avg_reader_cost: 0.00898 s, avg_batch_cost: 0.36974 s, avg_samples: 256.0, ips: 692.37426 samples/s, eta: 3:22:17 +[2025/07/23 06:39:03] openrec INFO: epoch: [44/60], global_step: 71260, lr: 0.000106, loss: 0.157828, avg_reader_cost: 0.01119 s, avg_batch_cost: 0.41192 s, 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eta: 3:21:32 +[2025/07/23 06:39:44] openrec INFO: epoch: [44/60], global_step: 71360, lr: 0.000106, loss: 0.175938, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.41814 s, avg_samples: 256.0, ips: 612.23164 samples/s, eta: 3:21:28 +[2025/07/23 06:39:47] openrec INFO: epoch: [44/60], global_step: 71370, lr: 0.000106, loss: 0.165869, avg_reader_cost: 0.01118 s, avg_batch_cost: 0.38954 s, avg_samples: 256.0, ips: 657.19042 samples/s, eta: 3:21:23 +[2025/07/23 06:39:52] openrec INFO: epoch: [44/60], global_step: 71380, lr: 0.000105, loss: 0.165951, avg_reader_cost: 0.01236 s, avg_batch_cost: 0.42698 s, avg_samples: 256.0, ips: 599.56111 samples/s, eta: 3:21:19 +[2025/07/23 06:39:56] openrec INFO: epoch: [44/60], global_step: 71390, lr: 0.000105, loss: 0.176761, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.40316 s, avg_samples: 256.0, ips: 634.98968 samples/s, eta: 3:21:15 +[2025/07/23 06:40:00] openrec INFO: epoch: [44/60], global_step: 71400, lr: 0.000105, loss: 0.174361, avg_reader_cost: 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INFO: epoch: [44/60], global_step: 71450, lr: 0.000105, loss: 0.162355, avg_reader_cost: 0.01092 s, avg_batch_cost: 0.41146 s, avg_samples: 256.0, ips: 622.16966 samples/s, eta: 3:20:48 +[2025/07/23 06:40:25] openrec INFO: epoch: [44/60], global_step: 71460, lr: 0.000105, loss: 0.163126, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.38431 s, avg_samples: 256.0, ips: 666.12290 samples/s, eta: 3:20:44 +[2025/07/23 06:40:29] openrec INFO: epoch: [44/60], global_step: 71470, lr: 0.000105, loss: 0.160852, avg_reader_cost: 0.01193 s, avg_batch_cost: 0.43862 s, avg_samples: 256.0, ips: 583.64466 samples/s, eta: 3:20:39 +[2025/07/23 06:40:33] openrec INFO: epoch: [44/60], global_step: 71480, lr: 0.000105, loss: 0.166727, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.37089 s, avg_samples: 256.0, ips: 690.22513 samples/s, eta: 3:20:35 +[2025/07/23 06:40:37] openrec INFO: epoch: [44/60], global_step: 71490, lr: 0.000105, loss: 0.175487, avg_reader_cost: 0.01126 s, avg_batch_cost: 0.40875 s, 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+[2025/07/23 06:41:35] openrec INFO: epoch: [44/60], global_step: 71620, lr: 0.000104, loss: 0.168344, avg_reader_cost: 0.01179 s, avg_batch_cost: 0.43883 s, avg_samples: 256.0, ips: 583.37389 samples/s, eta: 3:19:35 +[2025/07/23 06:41:39] openrec INFO: epoch: [44/60], global_step: 71630, lr: 0.000104, loss: 0.162732, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.40336 s, avg_samples: 256.0, ips: 634.66805 samples/s, eta: 3:19:30 +[2025/07/23 06:41:43] openrec INFO: epoch: [44/60], global_step: 71640, lr: 0.000104, loss: 0.167998, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.42915 s, avg_samples: 256.0, ips: 596.52529 samples/s, eta: 3:19:26 +[2025/07/23 06:41:47] openrec INFO: epoch: [44/60], global_step: 71650, lr: 0.000104, loss: 0.181006, avg_reader_cost: 0.01110 s, avg_batch_cost: 0.44081 s, avg_samples: 256.0, ips: 580.75060 samples/s, eta: 3:19:22 +[2025/07/23 06:41:51] openrec INFO: epoch: [44/60], global_step: 71660, lr: 0.000104, loss: 0.190631, avg_reader_cost: 0.01054 s, 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+[2025/07/23 06:43:22] openrec INFO: epoch: [44/60], global_step: 71850, lr: 0.000102, loss: 0.157923, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.36796 s, avg_samples: 256.0, ips: 695.72766 samples/s, eta: 3:17:58 +[2025/07/23 06:43:26] openrec INFO: epoch: [44/60], global_step: 71860, lr: 0.000102, loss: 0.169291, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.39653 s, avg_samples: 256.0, ips: 645.60220 samples/s, eta: 3:17:54 +[2025/07/23 06:43:30] openrec INFO: epoch: [44/60], global_step: 71870, lr: 0.000102, loss: 0.195391, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.36729 s, avg_samples: 256.0, ips: 696.99087 samples/s, eta: 3:17:49 +[2025/07/23 06:43:34] openrec INFO: epoch: [44/60], global_step: 71880, lr: 0.000102, loss: 0.174323, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.40995 s, avg_samples: 256.0, ips: 624.46270 samples/s, eta: 3:17:45 +[2025/07/23 06:43:38] openrec INFO: epoch: [44/60], global_step: 71890, lr: 0.000102, loss: 0.166104, avg_reader_cost: 0.00978 s, 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[44/60], global_step: 71940, lr: 0.000102, loss: 0.171896, avg_reader_cost: 0.01036 s, avg_batch_cost: 0.38647 s, avg_samples: 256.0, ips: 662.41061 samples/s, eta: 3:17:18 +[2025/07/23 06:44:02] openrec INFO: epoch: [44/60], global_step: 71950, lr: 0.000102, loss: 0.169019, avg_reader_cost: 0.01088 s, avg_batch_cost: 0.39582 s, avg_samples: 256.0, ips: 646.76502 samples/s, eta: 3:17:13 +[2025/07/23 06:44:06] openrec INFO: epoch: [44/60], global_step: 71960, lr: 0.000102, loss: 0.173100, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.36195 s, avg_samples: 256.0, ips: 707.28632 samples/s, eta: 3:17:09 +[2025/07/23 06:44:09] openrec INFO: epoch: [44/60], global_step: 71970, lr: 0.000102, loss: 0.171198, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.37386 s, avg_samples: 256.0, ips: 684.75476 samples/s, eta: 3:17:04 +[2025/07/23 06:44:13] openrec INFO: epoch: [44/60], global_step: 71980, lr: 0.000101, loss: 0.169816, avg_reader_cost: 0.00940 s, avg_batch_cost: 0.37855 s, avg_samples: 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avg_reader_cost: 0.01064 s, avg_batch_cost: 0.38227 s, avg_samples: 256.0, ips: 669.69125 samples/s, eta: 3:16:25 +[2025/07/23 06:44:51] openrec INFO: epoch: [44/60], global_step: 72070, lr: 0.000101, loss: 0.187276, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.38802 s, avg_samples: 256.0, ips: 659.75394 samples/s, eta: 3:16:20 +[2025/07/23 06:44:55] openrec INFO: epoch: [44/60], global_step: 72080, lr: 0.000101, loss: 0.163670, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.37979 s, avg_samples: 256.0, ips: 674.05871 samples/s, eta: 3:16:16 +[2025/07/23 06:44:59] openrec INFO: epoch: [44/60], global_step: 72090, lr: 0.000101, loss: 0.173691, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.39203 s, avg_samples: 256.0, ips: 653.00851 samples/s, eta: 3:16:11 +[2025/07/23 06:45:03] openrec INFO: epoch: [44/60], global_step: 72100, lr: 0.000101, loss: 0.186517, avg_reader_cost: 0.00898 s, avg_batch_cost: 0.36680 s, avg_samples: 256.0, ips: 697.93352 samples/s, eta: 3:16:07 +[2025/07/23 06:45:06] openrec INFO: epoch: [44/60], global_step: 72110, lr: 0.000101, loss: 0.183943, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.36288 s, avg_samples: 256.0, ips: 705.47522 samples/s, eta: 3:16:02 +[2025/07/23 06:45:10] openrec INFO: epoch: [44/60], global_step: 72120, lr: 0.000101, loss: 0.182973, avg_reader_cost: 0.00957 s, avg_batch_cost: 0.36986 s, avg_samples: 256.0, ips: 692.14717 samples/s, eta: 3:15:57 +[2025/07/23 06:45:14] openrec INFO: epoch: [44/60], global_step: 72130, lr: 0.000100, loss: 0.180738, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.40690 s, avg_samples: 256.0, ips: 629.15462 samples/s, eta: 3:15:53 +[2025/07/23 06:45:18] openrec INFO: epoch: [44/60], global_step: 72140, lr: 0.000100, loss: 0.173355, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.37203 s, avg_samples: 256.0, ips: 688.10747 samples/s, eta: 3:15:48 +[2025/07/23 06:45:22] openrec INFO: epoch: [44/60], global_step: 72150, lr: 0.000100, loss: 0.161751, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.36561 s, avg_samples: 256.0, ips: 700.20569 samples/s, eta: 3:15:44 +[2025/07/23 06:45:25] openrec INFO: epoch: [44/60], global_step: 72160, lr: 0.000100, loss: 0.161910, avg_reader_cost: 0.00929 s, avg_batch_cost: 0.35302 s, avg_samples: 256.0, ips: 725.17574 samples/s, eta: 3:15:39 +[2025/07/23 06:45:29] openrec INFO: epoch: [44/60], global_step: 72170, lr: 0.000100, loss: 0.161120, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.36078 s, avg_samples: 256.0, ips: 709.58303 samples/s, eta: 3:15:35 +[2025/07/23 06:45:33] openrec INFO: epoch: [44/60], global_step: 72180, lr: 0.000100, loss: 0.158801, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.40162 s, avg_samples: 256.0, ips: 637.42435 samples/s, eta: 3:15:30 +[2025/07/23 06:45:36] openrec INFO: epoch: [44/60], global_step: 72190, lr: 0.000100, loss: 0.168340, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.35795 s, avg_samples: 256.0, ips: 715.17726 samples/s, eta: 3:15:26 +[2025/07/23 06:45:40] openrec INFO: epoch: [44/60], global_step: 72200, lr: 0.000100, loss: 0.180098, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.36687 s, avg_samples: 256.0, ips: 697.79037 samples/s, eta: 3:15:21 +[2025/07/23 06:45:44] openrec INFO: epoch: [44/60], global_step: 72210, lr: 0.000100, loss: 0.177765, avg_reader_cost: 0.00937 s, avg_batch_cost: 0.36748 s, avg_samples: 256.0, ips: 696.63381 samples/s, eta: 3:15:16 +[2025/07/23 06:45:47] openrec INFO: epoch: [44/60], global_step: 72220, lr: 0.000100, loss: 0.184883, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.36679 s, avg_samples: 256.0, ips: 697.95185 samples/s, eta: 3:15:12 +[2025/07/23 06:45:51] openrec INFO: epoch: [44/60], global_step: 72230, lr: 0.000100, loss: 0.171368, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.38597 s, avg_samples: 256.0, ips: 663.25657 samples/s, eta: 3:15:07 +[2025/07/23 06:45:55] openrec INFO: epoch: [44/60], global_step: 72240, lr: 0.000100, loss: 0.152492, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.39459 s, avg_samples: 256.0, ips: 648.76880 samples/s, eta: 3:15:03 +[2025/07/23 06:45:59] openrec INFO: epoch: [44/60], global_step: 72250, lr: 0.000100, loss: 0.156290, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.37190 s, avg_samples: 256.0, ips: 688.35711 samples/s, eta: 3:14:58 +[2025/07/23 06:46:03] openrec INFO: epoch: [44/60], global_step: 72260, lr: 0.000100, loss: 0.170933, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.40717 s, avg_samples: 256.0, ips: 628.72606 samples/s, eta: 3:14:54 +[2025/07/23 06:46:07] openrec INFO: epoch: [44/60], global_step: 72270, lr: 0.000100, loss: 0.170933, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.38673 s, avg_samples: 256.0, ips: 661.95964 samples/s, eta: 3:14:49 +[2025/07/23 06:46:11] openrec INFO: epoch: [44/60], global_step: 72280, lr: 0.000099, loss: 0.175925, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.38662 s, avg_samples: 256.0, ips: 662.15526 samples/s, eta: 3:14:45 +[2025/07/23 06:46:15] openrec INFO: epoch: [44/60], global_step: 72290, lr: 0.000099, loss: 0.171531, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.42065 s, avg_samples: 256.0, ips: 608.58050 samples/s, eta: 3:14:40 +[2025/07/23 06:46:19] openrec INFO: epoch: [44/60], global_step: 72300, lr: 0.000099, loss: 0.175403, avg_reader_cost: 0.01082 s, avg_batch_cost: 0.39744 s, avg_samples: 256.0, ips: 644.11940 samples/s, eta: 3:14:36 +[2025/07/23 06:46:23] openrec INFO: epoch: [44/60], global_step: 72310, lr: 0.000099, loss: 0.191067, avg_reader_cost: 0.00937 s, avg_batch_cost: 0.37341 s, avg_samples: 256.0, ips: 685.58140 samples/s, eta: 3:14:31 +[2025/07/23 06:46:27] openrec INFO: epoch: [44/60], global_step: 72320, lr: 0.000099, loss: 0.201080, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.37296 s, avg_samples: 256.0, ips: 686.39609 samples/s, eta: 3:14:27 +[2025/07/23 06:46:30] openrec INFO: epoch: [44/60], global_step: 72330, lr: 0.000099, loss: 0.181763, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.38740 s, avg_samples: 256.0, ips: 660.81491 samples/s, eta: 3:14:22 +[2025/07/23 06:46:34] openrec INFO: epoch: [44/60], global_step: 72340, lr: 0.000099, loss: 0.176347, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.37796 s, avg_samples: 256.0, ips: 677.32135 samples/s, eta: 3:14:18 +[2025/07/23 06:46:38] openrec INFO: epoch: [44/60], global_step: 72350, lr: 0.000099, loss: 0.179303, avg_reader_cost: 0.00941 s, avg_batch_cost: 0.36588 s, avg_samples: 256.0, ips: 699.68457 samples/s, eta: 3:14:13 +[2025/07/23 06:46:42] openrec INFO: epoch: [44/60], global_step: 72360, lr: 0.000099, loss: 0.178393, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.37945 s, avg_samples: 256.0, ips: 674.66627 samples/s, eta: 3:14:09 +[2025/07/23 06:46:46] openrec INFO: epoch: [44/60], global_step: 72370, lr: 0.000099, loss: 0.175512, avg_reader_cost: 0.01140 s, avg_batch_cost: 0.41020 s, avg_samples: 256.0, ips: 624.08226 samples/s, eta: 3:14:04 +[2025/07/23 06:46:50] openrec INFO: epoch: [44/60], global_step: 72380, lr: 0.000099, loss: 0.172495, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.37223 s, avg_samples: 256.0, ips: 687.75139 samples/s, eta: 3:14:00 +[2025/07/23 06:46:54] openrec INFO: epoch: [44/60], global_step: 72390, lr: 0.000099, loss: 0.157507, avg_reader_cost: 0.01145 s, avg_batch_cost: 0.40471 s, avg_samples: 256.0, ips: 632.54391 samples/s, eta: 3:13:55 +[2025/07/23 06:46:57] openrec INFO: epoch: [44/60], global_step: 72400, lr: 0.000099, loss: 0.139072, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.37545 s, avg_samples: 256.0, ips: 681.84604 samples/s, eta: 3:13:51 +[2025/07/23 06:47:01] openrec INFO: epoch: [44/60], global_step: 72410, lr: 0.000099, loss: 0.172361, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.39284 s, avg_samples: 256.0, ips: 651.65728 samples/s, eta: 3:13:46 +[2025/07/23 06:47:05] openrec INFO: epoch: [44/60], global_step: 72420, lr: 0.000099, loss: 0.167413, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.37971 s, avg_samples: 256.0, ips: 674.19364 samples/s, eta: 3:13:42 +[2025/07/23 06:47:09] openrec INFO: epoch: [44/60], global_step: 72430, lr: 0.000098, loss: 0.171322, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.37810 s, avg_samples: 256.0, ips: 677.06586 samples/s, eta: 3:13:37 +[2025/07/23 06:47:13] openrec INFO: epoch: [44/60], global_step: 72440, lr: 0.000098, loss: 0.185017, avg_reader_cost: 0.00939 s, avg_batch_cost: 0.35949 s, avg_samples: 256.0, ips: 712.11454 samples/s, eta: 3:13:33 +[2025/07/23 06:47:16] openrec INFO: epoch: [44/60], global_step: 72450, lr: 0.000098, loss: 0.176325, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.39403 s, avg_samples: 256.0, ips: 649.69901 samples/s, eta: 3:13:28 +[2025/07/23 06:47:20] openrec INFO: epoch: [44/60], global_step: 72460, lr: 0.000098, loss: 0.172978, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.37490 s, avg_samples: 256.0, ips: 682.85239 samples/s, eta: 3:13:24 +[2025/07/23 06:47:24] openrec INFO: epoch: [44/60], global_step: 72470, lr: 0.000098, loss: 0.171234, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.37197 s, avg_samples: 256.0, ips: 688.22109 samples/s, eta: 3:13:19 +[2025/07/23 06:47:28] openrec INFO: epoch: [44/60], global_step: 72480, lr: 0.000098, loss: 0.174422, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.40010 s, avg_samples: 256.0, ips: 639.84181 samples/s, eta: 3:13:15 +[2025/07/23 06:47:32] openrec INFO: epoch: [44/60], global_step: 72490, lr: 0.000098, loss: 0.179780, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.37019 s, avg_samples: 256.0, ips: 691.53794 samples/s, eta: 3:13:10 +[2025/07/23 06:47:36] openrec INFO: epoch: [44/60], global_step: 72500, lr: 0.000098, loss: 0.177645, avg_reader_cost: 0.01016 s, avg_batch_cost: 0.38711 s, avg_samples: 256.0, ips: 661.31861 samples/s, eta: 3:13:06 +[2025/07/23 06:47:39] openrec INFO: cur metric, acc: 0.9406732878853846, norm_edit_dis: 0.9783153236268428, num_samples: 7248, fps: 2804.6734408668417 +[2025/07/23 06:47:39] openrec INFO: best metric, acc: 0.9432947006852999, norm_edit_dis: 0.9785912851651228, num_samples: 7248, fps: 522.8289048464704, best_epoch: 43 +[2025/07/23 06:47:43] openrec INFO: epoch: [44/60], global_step: 72510, lr: 0.000098, loss: 0.191148, avg_reader_cost: 0.37486 s, avg_batch_cost: 0.75396 s, avg_samples: 256.0, ips: 339.53999 samples/s, eta: 3:13:02 +[2025/07/23 06:47:47] openrec INFO: epoch: [44/60], global_step: 72520, lr: 0.000098, loss: 0.170469, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.40667 s, avg_samples: 256.0, ips: 629.49990 samples/s, eta: 3:12:58 +[2025/07/23 06:47:50] openrec INFO: epoch: [44/60], global_step: 72528, lr: 0.000098, loss: 0.163360, avg_reader_cost: 0.00796 s, avg_batch_cost: 0.30441 s, avg_samples: 204.8, ips: 672.77325 samples/s, eta: 3:12:54 +[2025/07/23 06:48:06] openrec INFO: cur metric, acc: 0.9409492260748493, norm_edit_dis: 0.9778066347682955, num_samples: 7248, fps: 521.3852945557958 +[2025/07/23 06:48:06] openrec INFO: best metric, acc: 0.9432947006852999, norm_edit_dis: 0.9785912851651228, num_samples: 7248, fps: 522.8289048464704, best_epoch: 43 +[2025/07/23 06:48:07] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 06:48:08] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_44.pth +[2025/07/23 06:48:08] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep5/gpu3_ep5 +[2025/07/23 06:48:08] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep5/gpu0_ep5 +[2025/07/23 06:48:08] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep5/gpu1_ep5 +[2025/07/23 06:48:08] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep5/gpu2_ep5 +[2025/07/23 06:48:17] openrec INFO: 0 +[2025/07/23 06:48:17] openrec INFO: 791651 +[2025/07/23 06:48:17] openrec INFO: 961019 +[2025/07/23 06:48:17] openrec INFO: 667767 +[2025/07/23 06:48:17] openrec INFO: 998977 +[2025/07/23 06:48:20] openrec INFO: epoch: [45/60], global_step: 72530, lr: 0.000098, loss: 0.163360, avg_reader_cost: 2.93979 s, avg_batch_cost: 3.01242 s, avg_samples: 51.2, ips: 16.99629 samples/s, eta: 3:13:11 +[2025/07/23 06:48:24] openrec INFO: epoch: [45/60], global_step: 72540, lr: 0.000098, loss: 0.164886, avg_reader_cost: 0.00923 s, avg_batch_cost: 0.39640 s, avg_samples: 256.0, ips: 645.81857 samples/s, eta: 3:13:07 +[2025/07/23 06:48:28] openrec INFO: epoch: [45/60], global_step: 72550, lr: 0.000098, loss: 0.157708, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.35724 s, avg_samples: 256.0, ips: 716.61071 samples/s, eta: 3:13:02 +[2025/07/23 06:48:32] openrec INFO: epoch: [45/60], global_step: 72560, lr: 0.000098, loss: 0.165146, avg_reader_cost: 0.01115 s, avg_batch_cost: 0.39741 s, avg_samples: 256.0, ips: 644.16307 samples/s, eta: 3:12:58 +[2025/07/23 06:48:35] openrec INFO: epoch: [45/60], global_step: 72570, lr: 0.000098, loss: 0.163709, avg_reader_cost: 0.00975 s, 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+[2025/07/23 06:51:20] openrec INFO: epoch: [45/60], global_step: 72990, lr: 0.000095, loss: 0.158387, avg_reader_cost: 0.01074 s, avg_batch_cost: 0.37909 s, avg_samples: 256.0, ips: 675.30474 samples/s, eta: 3:09:44 +[2025/07/23 06:51:24] openrec INFO: epoch: [45/60], global_step: 73000, lr: 0.000095, loss: 0.162425, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.38871 s, avg_samples: 256.0, ips: 658.59323 samples/s, eta: 3:09:40 +[2025/07/23 06:51:27] openrec INFO: cur metric, acc: 0.942604855211638, norm_edit_dis: 0.9783123379359231, num_samples: 7248, fps: 2806.251949886399 +[2025/07/23 06:51:27] openrec INFO: best metric, acc: 0.9432947006852999, norm_edit_dis: 0.9785912851651228, num_samples: 7248, fps: 522.8289048464704, best_epoch: 43 +[2025/07/23 06:51:31] openrec INFO: epoch: [45/60], global_step: 73010, lr: 0.000095, loss: 0.166393, avg_reader_cost: 0.37122 s, avg_batch_cost: 0.72236 s, avg_samples: 256.0, ips: 354.39408 samples/s, eta: 3:09:37 +[2025/07/23 06:51:35] openrec 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lr: 0.000093, loss: 0.165984, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.39738 s, avg_samples: 256.0, ips: 644.22313 samples/s, eta: 3:07:08 +[2025/07/23 06:53:41] openrec INFO: epoch: [45/60], global_step: 73350, lr: 0.000093, loss: 0.170225, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.37731 s, avg_samples: 256.0, ips: 678.48356 samples/s, eta: 3:07:03 +[2025/07/23 06:53:45] openrec INFO: epoch: [45/60], global_step: 73360, lr: 0.000092, loss: 0.169123, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.37007 s, avg_samples: 256.0, ips: 691.75990 samples/s, eta: 3:06:59 +[2025/07/23 06:53:49] openrec INFO: epoch: [45/60], global_step: 73370, lr: 0.000092, loss: 0.177280, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.40492 s, avg_samples: 256.0, ips: 632.22502 samples/s, eta: 3:06:54 +[2025/07/23 06:53:53] openrec INFO: epoch: [45/60], global_step: 73380, lr: 0.000092, loss: 0.185278, avg_reader_cost: 0.01133 s, avg_batch_cost: 0.38885 s, avg_samples: 256.0, ips: 658.35184 samples/s, 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INFO: epoch: [45/60], global_step: 73480, lr: 0.000092, loss: 0.178283, avg_reader_cost: 0.00925 s, avg_batch_cost: 0.37676 s, avg_samples: 256.0, ips: 679.48340 samples/s, eta: 3:06:06 +[2025/07/23 06:54:37] openrec INFO: epoch: [45/60], global_step: 73490, lr: 0.000092, loss: 0.164041, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.38946 s, avg_samples: 256.0, ips: 657.32769 samples/s, eta: 3:06:01 +[2025/07/23 06:54:41] openrec INFO: epoch: [45/60], global_step: 73500, lr: 0.000092, loss: 0.165145, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.40251 s, avg_samples: 256.0, ips: 636.01153 samples/s, eta: 3:05:57 +[2025/07/23 06:54:45] openrec INFO: cur metric, acc: 0.9434326697800323, norm_edit_dis: 0.9782845648456556, num_samples: 7248, fps: 2812.753464809072 +[2025/07/23 06:54:45] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 06:54:45] openrec INFO: best metric, acc: 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+[2025/07/23 06:56:47] openrec INFO: epoch: [45/60], global_step: 73780, lr: 0.000090, loss: 0.153854, avg_reader_cost: 0.01126 s, avg_batch_cost: 0.42018 s, avg_samples: 256.0, ips: 609.25843 samples/s, eta: 3:03:57 +[2025/07/23 06:56:51] openrec INFO: epoch: [45/60], global_step: 73790, lr: 0.000090, loss: 0.187329, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.38517 s, avg_samples: 256.0, ips: 664.63598 samples/s, eta: 3:03:52 +[2025/07/23 06:56:55] openrec INFO: epoch: [45/60], global_step: 73800, lr: 0.000090, loss: 0.189201, avg_reader_cost: 0.01095 s, avg_batch_cost: 0.39904 s, avg_samples: 256.0, ips: 641.54248 samples/s, eta: 3:03:48 +[2025/07/23 06:56:59] openrec INFO: epoch: [45/60], global_step: 73810, lr: 0.000090, loss: 0.170271, avg_reader_cost: 0.01089 s, avg_batch_cost: 0.39241 s, avg_samples: 256.0, ips: 652.38203 samples/s, eta: 3:03:44 +[2025/07/23 06:57:03] openrec INFO: epoch: [45/60], global_step: 73820, lr: 0.000090, loss: 0.157617, avg_reader_cost: 0.01065 s, 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+[2025/07/23 06:58:16] openrec INFO: cur metric, acc: 0.9427428243063704, norm_edit_dis: 0.9784707539661034, num_samples: 7248, fps: 2816.9509927888657 +[2025/07/23 06:58:16] openrec INFO: best metric, acc: 0.9434326697800323, norm_edit_dis: 0.9782845648456556, num_samples: 7248, fps: 2812.753464809072, best_epoch: 45 +[2025/07/23 06:58:19] openrec INFO: epoch: [45/60], global_step: 74010, lr: 0.000088, loss: 0.181934, avg_reader_cost: 0.37794 s, avg_batch_cost: 0.72907 s, avg_samples: 256.0, ips: 351.13076 samples/s, eta: 3:02:15 +[2025/07/23 06:58:23] openrec INFO: epoch: [45/60], global_step: 74020, lr: 0.000088, loss: 0.153110, avg_reader_cost: 0.01092 s, avg_batch_cost: 0.37727 s, avg_samples: 256.0, ips: 678.56537 samples/s, eta: 3:02:10 +[2025/07/23 06:58:27] openrec INFO: epoch: [45/60], global_step: 74030, lr: 0.000088, loss: 0.153098, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.39636 s, avg_samples: 256.0, ips: 645.87082 samples/s, eta: 3:02:06 +[2025/07/23 06:58:31] openrec INFO: epoch: [45/60], global_step: 74040, lr: 0.000088, loss: 0.155310, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.35435 s, avg_samples: 256.0, ips: 722.45448 samples/s, eta: 3:02:01 +[2025/07/23 06:58:34] openrec INFO: epoch: [45/60], global_step: 74050, lr: 0.000088, loss: 0.162891, avg_reader_cost: 0.00889 s, avg_batch_cost: 0.35736 s, avg_samples: 256.0, ips: 716.37104 samples/s, eta: 3:01:57 +[2025/07/23 06:58:38] openrec INFO: epoch: [45/60], global_step: 74060, lr: 0.000088, loss: 0.172068, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.38662 s, avg_samples: 256.0, ips: 662.14182 samples/s, eta: 3:01:52 +[2025/07/23 06:58:42] openrec INFO: epoch: [45/60], global_step: 74070, lr: 0.000088, loss: 0.149191, avg_reader_cost: 0.00942 s, avg_batch_cost: 0.36631 s, avg_samples: 256.0, ips: 698.86476 samples/s, eta: 3:01:48 +[2025/07/23 06:58:46] openrec INFO: epoch: [45/60], global_step: 74080, lr: 0.000088, loss: 0.147200, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.36849 s, avg_samples: 256.0, ips: 694.72132 samples/s, eta: 3:01:43 +[2025/07/23 06:58:50] openrec INFO: epoch: [45/60], global_step: 74090, lr: 0.000088, loss: 0.186033, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.40397 s, avg_samples: 256.0, ips: 633.71091 samples/s, eta: 3:01:39 +[2025/07/23 06:58:54] openrec INFO: epoch: [45/60], global_step: 74100, lr: 0.000088, loss: 0.186549, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.39321 s, avg_samples: 256.0, ips: 651.05491 samples/s, eta: 3:01:34 +[2025/07/23 06:58:57] openrec INFO: epoch: [45/60], global_step: 74110, lr: 0.000088, loss: 0.181731, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.37783 s, avg_samples: 256.0, ips: 677.54822 samples/s, eta: 3:01:30 +[2025/07/23 06:59:02] openrec INFO: epoch: [45/60], global_step: 74120, lr: 0.000088, loss: 0.182185, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.41673 s, avg_samples: 256.0, ips: 614.31390 samples/s, eta: 3:01:25 +[2025/07/23 06:59:05] openrec INFO: epoch: [45/60], global_step: 74130, lr: 0.000088, loss: 0.190719, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.37171 s, avg_samples: 256.0, ips: 688.70763 samples/s, eta: 3:01:21 +[2025/07/23 06:59:09] openrec INFO: epoch: [45/60], global_step: 74140, lr: 0.000088, loss: 0.189767, avg_reader_cost: 0.01095 s, avg_batch_cost: 0.40464 s, avg_samples: 256.0, ips: 632.66395 samples/s, eta: 3:01:16 +[2025/07/23 06:59:13] openrec INFO: epoch: [45/60], global_step: 74150, lr: 0.000087, loss: 0.179398, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.38419 s, avg_samples: 256.0, ips: 666.33244 samples/s, eta: 3:01:12 +[2025/07/23 06:59:17] openrec INFO: epoch: [45/60], global_step: 74160, lr: 0.000087, loss: 0.173197, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.36619 s, avg_samples: 256.0, ips: 699.09472 samples/s, eta: 3:01:07 +[2025/07/23 06:59:21] openrec INFO: epoch: [45/60], global_step: 74170, lr: 0.000087, loss: 0.176799, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.41134 s, avg_samples: 256.0, ips: 622.35177 samples/s, eta: 3:01:03 +[2025/07/23 06:59:25] openrec INFO: epoch: [45/60], global_step: 74180, lr: 0.000087, loss: 0.174694, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.38983 s, avg_samples: 256.0, ips: 656.70158 samples/s, eta: 3:00:59 +[2025/07/23 06:59:29] openrec INFO: epoch: [45/60], global_step: 74190, lr: 0.000087, loss: 0.184670, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.37635 s, avg_samples: 256.0, ips: 680.22603 samples/s, eta: 3:00:54 +[2025/07/23 06:59:32] openrec INFO: epoch: [45/60], global_step: 74200, lr: 0.000087, loss: 0.185091, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.37392 s, avg_samples: 256.0, ips: 684.63666 samples/s, eta: 3:00:49 +[2025/07/23 06:59:47] openrec INFO: cur metric, acc: 0.9424668861169055, norm_edit_dis: 0.9785368165612117, num_samples: 7248, fps: 532.3585702475132 +[2025/07/23 06:59:47] openrec INFO: best metric, acc: 0.9434326697800323, norm_edit_dis: 0.9782845648456556, num_samples: 7248, fps: 2812.753464809072, best_epoch: 45 +[2025/07/23 06:59:49] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 06:59:50] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_45.pth +[2025/07/23 06:59:50] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep6/gpu2_ep6 +[2025/07/23 06:59:50] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep6/gpu3_ep6 +[2025/07/23 06:59:50] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep6/gpu0_ep6 +[2025/07/23 06:59:50] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep6/gpu1_ep6 +[2025/07/23 06:59:59] openrec INFO: 0 +[2025/07/23 06:59:59] openrec INFO: 791864 +[2025/07/23 06:59:59] openrec INFO: 962087 +[2025/07/23 06:59:59] openrec INFO: 667749 +[2025/07/23 06:59:59] openrec INFO: 997183 +[2025/07/23 07:00:05] openrec INFO: epoch: [46/60], global_step: 74210, lr: 0.000087, loss: 0.172723, avg_reader_cost: 2.86660 s, avg_batch_cost: 3.26850 s, avg_samples: 256.0, ips: 78.32338 samples/s, eta: 3:00:48 +[2025/07/23 07:00:09] openrec INFO: epoch: [46/60], global_step: 74220, lr: 0.000087, loss: 0.170374, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.37377 s, avg_samples: 256.0, ips: 684.90764 samples/s, eta: 3:00:44 +[2025/07/23 07:00:13] openrec INFO: epoch: [46/60], global_step: 74230, lr: 0.000087, loss: 0.166301, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.36448 s, avg_samples: 256.0, ips: 702.36380 samples/s, eta: 3:00:39 +[2025/07/23 07:00:16] openrec INFO: epoch: [46/60], global_step: 74240, lr: 0.000087, loss: 0.162883, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.37060 s, avg_samples: 256.0, ips: 690.77082 samples/s, eta: 3:00:35 +[2025/07/23 07:00:20] openrec INFO: epoch: [46/60], global_step: 74250, lr: 0.000087, loss: 0.177428, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.40942 s, avg_samples: 256.0, ips: 625.27341 samples/s, eta: 3:00:30 +[2025/07/23 07:00:24] openrec INFO: epoch: [46/60], global_step: 74260, lr: 0.000087, loss: 0.177901, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.37480 s, avg_samples: 256.0, ips: 683.03792 samples/s, eta: 3:00:26 +[2025/07/23 07:00:28] openrec INFO: epoch: [46/60], global_step: 74270, lr: 0.000087, loss: 0.167420, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.37282 s, avg_samples: 256.0, ips: 686.65164 samples/s, eta: 3:00:21 +[2025/07/23 07:00:32] openrec INFO: epoch: [46/60], global_step: 74280, lr: 0.000087, loss: 0.162154, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.37205 s, avg_samples: 256.0, ips: 688.08154 samples/s, eta: 3:00:17 +[2025/07/23 07:00:35] openrec INFO: epoch: [46/60], global_step: 74290, lr: 0.000087, loss: 0.153711, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.38383 s, avg_samples: 256.0, ips: 666.95676 samples/s, eta: 3:00:12 +[2025/07/23 07:00:39] openrec INFO: epoch: [46/60], global_step: 74300, lr: 0.000087, loss: 0.169250, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.38702 s, avg_samples: 256.0, ips: 661.46075 samples/s, eta: 3:00:08 +[2025/07/23 07:00:43] openrec INFO: epoch: [46/60], global_step: 74310, lr: 0.000086, loss: 0.195787, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.38061 s, avg_samples: 256.0, ips: 672.61206 samples/s, eta: 3:00:03 +[2025/07/23 07:00:47] openrec INFO: epoch: [46/60], global_step: 74320, lr: 0.000086, loss: 0.166631, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.39574 s, avg_samples: 256.0, ips: 646.88289 samples/s, eta: 2:59:59 +[2025/07/23 07:00:51] openrec INFO: epoch: [46/60], global_step: 74330, lr: 0.000086, loss: 0.155912, avg_reader_cost: 0.00921 s, avg_batch_cost: 0.35074 s, avg_samples: 256.0, ips: 729.89476 samples/s, eta: 2:59:54 +[2025/07/23 07:00:55] openrec INFO: epoch: [46/60], global_step: 74340, lr: 0.000086, loss: 0.160887, avg_reader_cost: 0.01154 s, avg_batch_cost: 0.41341 s, avg_samples: 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+[2025/07/23 07:01:34] openrec INFO: epoch: [46/60], global_step: 74440, lr: 0.000086, loss: 0.159371, avg_reader_cost: 0.01036 s, avg_batch_cost: 0.41578 s, avg_samples: 256.0, ips: 615.71585 samples/s, eta: 2:59:05 +[2025/07/23 07:01:37] openrec INFO: epoch: [46/60], global_step: 74450, lr: 0.000086, loss: 0.186854, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.35551 s, avg_samples: 256.0, ips: 720.09980 samples/s, eta: 2:59:00 +[2025/07/23 07:01:41] openrec INFO: epoch: [46/60], global_step: 74460, lr: 0.000086, loss: 0.178651, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.39498 s, avg_samples: 256.0, ips: 648.13373 samples/s, eta: 2:58:56 +[2025/07/23 07:01:45] openrec INFO: epoch: [46/60], global_step: 74470, lr: 0.000085, loss: 0.165644, avg_reader_cost: 0.01101 s, avg_batch_cost: 0.38119 s, avg_samples: 256.0, ips: 671.57322 samples/s, eta: 2:58:51 +[2025/07/23 07:01:49] openrec INFO: epoch: [46/60], global_step: 74480, lr: 0.000085, loss: 0.152437, avg_reader_cost: 0.00902 s, avg_batch_cost: 0.36465 s, avg_samples: 256.0, ips: 702.04675 samples/s, eta: 2:58:47 +[2025/07/23 07:01:53] openrec INFO: epoch: [46/60], global_step: 74490, lr: 0.000085, loss: 0.163713, avg_reader_cost: 0.01118 s, avg_batch_cost: 0.42322 s, avg_samples: 256.0, ips: 604.88728 samples/s, eta: 2:58:42 +[2025/07/23 07:01:56] openrec INFO: epoch: [46/60], global_step: 74500, lr: 0.000085, loss: 0.167156, avg_reader_cost: 0.00871 s, avg_batch_cost: 0.35444 s, avg_samples: 256.0, ips: 722.25815 samples/s, eta: 2:58:38 +[2025/07/23 07:02:00] openrec INFO: cur metric, acc: 0.9431567315905675, norm_edit_dis: 0.979075671914145, num_samples: 7248, fps: 2813.3500767879277 +[2025/07/23 07:02:00] openrec INFO: best metric, acc: 0.9434326697800323, norm_edit_dis: 0.9782845648456556, num_samples: 7248, fps: 2812.753464809072, best_epoch: 45 +[2025/07/23 07:02:04] openrec INFO: epoch: [46/60], global_step: 74510, lr: 0.000085, loss: 0.158969, avg_reader_cost: 0.37851 s, avg_batch_cost: 0.75517 s, 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+[2025/07/23 07:08:02] openrec INFO: epoch: [46/60], global_step: 75410, lr: 0.000080, loss: 0.152158, avg_reader_cost: 0.01127 s, avg_batch_cost: 0.36453 s, avg_samples: 256.0, ips: 702.28153 samples/s, eta: 2:51:55 +[2025/07/23 07:08:06] openrec INFO: epoch: [46/60], global_step: 75420, lr: 0.000080, loss: 0.152254, avg_reader_cost: 0.01072 s, avg_batch_cost: 0.38507 s, avg_samples: 256.0, ips: 664.81429 samples/s, eta: 2:51:50 +[2025/07/23 07:08:10] openrec INFO: epoch: [46/60], global_step: 75430, lr: 0.000080, loss: 0.155874, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.37166 s, avg_samples: 256.0, ips: 688.80156 samples/s, eta: 2:51:46 +[2025/07/23 07:08:13] openrec INFO: epoch: [46/60], global_step: 75440, lr: 0.000080, loss: 0.164037, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.37334 s, avg_samples: 256.0, ips: 685.70062 samples/s, eta: 2:51:41 +[2025/07/23 07:08:17] openrec INFO: epoch: [46/60], global_step: 75450, lr: 0.000079, loss: 0.171456, avg_reader_cost: 0.00912 s, 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[46/60], global_step: 75500, lr: 0.000079, loss: 0.150930, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.36913 s, avg_samples: 256.0, ips: 693.52047 samples/s, eta: 2:51:14 +[2025/07/23 07:08:39] openrec INFO: cur metric, acc: 0.9423289170221731, norm_edit_dis: 0.9784445254927714, num_samples: 7248, fps: 2812.647808613885 +[2025/07/23 07:08:39] openrec INFO: best metric, acc: 0.9443984534431589, norm_edit_dis: 0.9788511715076268, num_samples: 7248, fps: 2816.4248666242106, best_epoch: 46 +[2025/07/23 07:08:43] openrec INFO: epoch: [46/60], global_step: 75510, lr: 0.000079, loss: 0.150930, avg_reader_cost: 0.37595 s, avg_batch_cost: 0.73242 s, avg_samples: 256.0, ips: 349.52763 samples/s, eta: 2:51:11 +[2025/07/23 07:08:46] openrec INFO: epoch: [46/60], global_step: 75520, lr: 0.000079, loss: 0.166894, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.37219 s, avg_samples: 256.0, ips: 687.81823 samples/s, eta: 2:51:06 +[2025/07/23 07:08:50] openrec INFO: epoch: [46/60], global_step: 75530, lr: 0.000079, loss: 0.156913, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.37451 s, avg_samples: 256.0, ips: 683.56359 samples/s, eta: 2:51:02 +[2025/07/23 07:08:54] openrec INFO: epoch: [46/60], global_step: 75540, lr: 0.000079, loss: 0.156913, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.37099 s, avg_samples: 256.0, ips: 690.04442 samples/s, eta: 2:50:57 +[2025/07/23 07:08:57] openrec INFO: epoch: [46/60], global_step: 75550, lr: 0.000079, loss: 0.155318, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.35188 s, avg_samples: 256.0, ips: 727.52774 samples/s, eta: 2:50:52 +[2025/07/23 07:09:01] openrec INFO: epoch: [46/60], global_step: 75560, lr: 0.000079, loss: 0.148672, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.38067 s, avg_samples: 256.0, ips: 672.50051 samples/s, eta: 2:50:48 +[2025/07/23 07:09:05] openrec INFO: epoch: [46/60], global_step: 75570, lr: 0.000079, loss: 0.158644, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.37240 s, avg_samples: 256.0, ips: 687.42451 samples/s, eta: 2:50:43 +[2025/07/23 07:09:09] openrec INFO: epoch: [46/60], global_step: 75580, lr: 0.000079, loss: 0.154730, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.36852 s, avg_samples: 256.0, ips: 694.67134 samples/s, eta: 2:50:39 +[2025/07/23 07:09:12] openrec INFO: epoch: [46/60], global_step: 75590, lr: 0.000079, loss: 0.146698, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.38184 s, avg_samples: 256.0, ips: 670.43643 samples/s, eta: 2:50:34 +[2025/07/23 07:09:16] openrec INFO: epoch: [46/60], global_step: 75600, lr: 0.000079, loss: 0.162145, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.38334 s, avg_samples: 256.0, ips: 667.82240 samples/s, eta: 2:50:30 +[2025/07/23 07:09:20] openrec INFO: epoch: [46/60], global_step: 75610, lr: 0.000079, loss: 0.169425, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.36490 s, avg_samples: 256.0, ips: 701.55819 samples/s, eta: 2:50:25 +[2025/07/23 07:09:24] openrec INFO: epoch: [46/60], global_step: 75620, lr: 0.000078, loss: 0.162353, avg_reader_cost: 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INFO: epoch: [46/60], global_step: 75670, lr: 0.000078, loss: 0.162979, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.39444 s, avg_samples: 256.0, ips: 649.02566 samples/s, eta: 2:49:59 +[2025/07/23 07:09:46] openrec INFO: epoch: [46/60], global_step: 75680, lr: 0.000078, loss: 0.166804, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.38092 s, avg_samples: 256.0, ips: 672.05964 samples/s, eta: 2:49:54 +[2025/07/23 07:09:50] openrec INFO: epoch: [46/60], global_step: 75690, lr: 0.000078, loss: 0.177290, avg_reader_cost: 0.01091 s, avg_batch_cost: 0.39407 s, avg_samples: 256.0, ips: 649.62637 samples/s, eta: 2:49:50 +[2025/07/23 07:09:54] openrec INFO: epoch: [46/60], global_step: 75700, lr: 0.000078, loss: 0.161721, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.38334 s, avg_samples: 256.0, ips: 667.82311 samples/s, eta: 2:49:45 +[2025/07/23 07:09:58] openrec INFO: epoch: [46/60], global_step: 75710, lr: 0.000078, loss: 0.157489, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.34748 s, 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lr: 0.000078, loss: 0.144379, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.35512 s, avg_samples: 256.0, ips: 720.88189 samples/s, eta: 2:49:18 +[2025/07/23 07:10:20] openrec INFO: epoch: [46/60], global_step: 75770, lr: 0.000078, loss: 0.151786, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.35885 s, avg_samples: 256.0, ips: 713.38677 samples/s, eta: 2:49:13 +[2025/07/23 07:10:24] openrec INFO: epoch: [46/60], global_step: 75780, lr: 0.000077, loss: 0.155399, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.39434 s, avg_samples: 256.0, ips: 649.18749 samples/s, eta: 2:49:09 +[2025/07/23 07:10:28] openrec INFO: epoch: [46/60], global_step: 75790, lr: 0.000077, loss: 0.188070, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.38679 s, avg_samples: 256.0, ips: 661.86636 samples/s, eta: 2:49:05 +[2025/07/23 07:10:32] openrec INFO: epoch: [46/60], global_step: 75800, lr: 0.000077, loss: 0.183870, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.37597 s, avg_samples: 256.0, ips: 680.89856 samples/s, eta: 2:49:00 +[2025/07/23 07:10:36] openrec INFO: epoch: [46/60], global_step: 75810, lr: 0.000077, loss: 0.181537, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.38971 s, avg_samples: 256.0, ips: 656.89278 samples/s, eta: 2:48:56 +[2025/07/23 07:10:39] openrec INFO: epoch: [46/60], global_step: 75820, lr: 0.000077, loss: 0.182982, avg_reader_cost: 0.01050 s, avg_batch_cost: 0.37955 s, avg_samples: 256.0, ips: 674.48700 samples/s, eta: 2:48:51 +[2025/07/23 07:10:43] openrec INFO: epoch: [46/60], global_step: 75830, lr: 0.000077, loss: 0.178869, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.37791 s, avg_samples: 256.0, ips: 677.40972 samples/s, eta: 2:48:47 +[2025/07/23 07:10:47] openrec INFO: epoch: [46/60], global_step: 75840, lr: 0.000077, loss: 0.173698, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.35463 s, avg_samples: 256.0, ips: 721.88653 samples/s, eta: 2:48:42 +[2025/07/23 07:10:50] openrec INFO: epoch: [46/60], global_step: 75850, lr: 0.000077, loss: 0.148621, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.36814 s, avg_samples: 256.0, ips: 695.39144 samples/s, eta: 2:48:38 +[2025/07/23 07:10:55] openrec INFO: epoch: [46/60], global_step: 75860, lr: 0.000077, loss: 0.157226, avg_reader_cost: 0.01114 s, avg_batch_cost: 0.40342 s, avg_samples: 256.0, ips: 634.57455 samples/s, eta: 2:48:33 +[2025/07/23 07:10:59] openrec INFO: epoch: [46/60], global_step: 75870, lr: 0.000077, loss: 0.166909, avg_reader_cost: 0.01115 s, avg_batch_cost: 0.41756 s, avg_samples: 256.0, ips: 613.09033 samples/s, eta: 2:48:29 +[2025/07/23 07:10:59] openrec INFO: epoch: [46/60], global_step: 75871, lr: 0.000077, loss: 0.165864, avg_reader_cost: 0.00086 s, avg_batch_cost: 0.03365 s, avg_samples: 25.6, ips: 760.75665 samples/s, eta: 2:48:28 +[2025/07/23 07:11:14] openrec INFO: cur metric, acc: 0.9431567315905675, norm_edit_dis: 0.9787750613458993, num_samples: 7248, fps: 523.6602380862029 +[2025/07/23 07:11:14] openrec INFO: best metric, acc: 0.9443984534431589, norm_edit_dis: 0.9788511715076268, num_samples: 7248, fps: 2816.4248666242106, best_epoch: 46 +[2025/07/23 07:11:16] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 07:11:17] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_46.pth +[2025/07/23 07:11:17] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep7/gpu1_ep7 +[2025/07/23 07:11:17] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep7/gpu2_ep7 +[2025/07/23 07:11:17] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep7/gpu3_ep7 +[2025/07/23 07:11:17] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep7/gpu0_ep7 +[2025/07/23 07:11:26] openrec INFO: 0 +[2025/07/23 07:11:26] openrec INFO: 790805 +[2025/07/23 07:11:26] openrec INFO: 959042 +[2025/07/23 07:11:26] openrec INFO: 668247 +[2025/07/23 07:11:26] openrec INFO: 998430 +[2025/07/23 07:11:31] openrec INFO: epoch: [47/60], global_step: 75880, lr: 0.000077, loss: 0.163950, avg_reader_cost: 2.89112 s, avg_batch_cost: 3.20797 s, avg_samples: 230.4, ips: 71.82110 samples/s, eta: 2:48:33 +[2025/07/23 07:11:35] openrec INFO: epoch: [47/60], global_step: 75890, lr: 0.000077, loss: 0.154673, avg_reader_cost: 0.00833 s, avg_batch_cost: 0.35791 s, avg_samples: 256.0, ips: 715.26749 samples/s, eta: 2:48:29 +[2025/07/23 07:11:38] openrec INFO: epoch: [47/60], global_step: 75900, lr: 0.000077, loss: 0.169457, avg_reader_cost: 0.01158 s, avg_batch_cost: 0.36195 s, avg_samples: 256.0, ips: 707.27411 samples/s, eta: 2:48:24 +[2025/07/23 07:11:42] openrec INFO: epoch: [47/60], global_step: 75910, lr: 0.000077, loss: 0.196956, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.38606 s, avg_samples: 256.0, ips: 663.10711 samples/s, eta: 2:48:20 +[2025/07/23 07:11:46] openrec INFO: epoch: [47/60], global_step: 75920, lr: 0.000077, loss: 0.194466, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.37819 s, avg_samples: 256.0, ips: 676.90810 samples/s, eta: 2:48:15 +[2025/07/23 07:11:50] openrec INFO: epoch: [47/60], global_step: 75930, lr: 0.000077, loss: 0.166456, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.38377 s, avg_samples: 256.0, ips: 667.07357 samples/s, eta: 2:48:11 +[2025/07/23 07:11:54] openrec INFO: epoch: [47/60], global_step: 75940, lr: 0.000077, loss: 0.164828, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.38763 s, avg_samples: 256.0, ips: 660.43179 samples/s, eta: 2:48:06 +[2025/07/23 07:11:57] openrec INFO: epoch: [47/60], global_step: 75950, lr: 0.000076, loss: 0.182205, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.36858 s, avg_samples: 256.0, ips: 694.55078 samples/s, eta: 2:48:02 +[2025/07/23 07:12:01] openrec INFO: epoch: [47/60], global_step: 75960, lr: 0.000076, loss: 0.186440, avg_reader_cost: 0.00930 s, avg_batch_cost: 0.35002 s, avg_samples: 256.0, ips: 731.38762 samples/s, eta: 2:47:57 +[2025/07/23 07:12:05] openrec INFO: epoch: [47/60], global_step: 75970, lr: 0.000076, loss: 0.168668, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.42580 s, avg_samples: 256.0, ips: 601.21872 samples/s, eta: 2:47:53 +[2025/07/23 07:12:09] openrec INFO: epoch: [47/60], global_step: 75980, lr: 0.000076, loss: 0.158553, avg_reader_cost: 0.00869 s, avg_batch_cost: 0.36444 s, avg_samples: 256.0, ips: 702.45345 samples/s, eta: 2:47:48 +[2025/07/23 07:12:13] openrec INFO: epoch: [47/60], global_step: 75990, lr: 0.000076, loss: 0.161342, avg_reader_cost: 0.01079 s, avg_batch_cost: 0.37838 s, avg_samples: 256.0, ips: 676.56011 samples/s, eta: 2:47:44 +[2025/07/23 07:12:17] openrec INFO: epoch: [47/60], global_step: 76000, lr: 0.000076, loss: 0.168992, avg_reader_cost: 0.00922 s, avg_batch_cost: 0.38547 s, avg_samples: 256.0, ips: 664.12541 samples/s, eta: 2:47:39 +[2025/07/23 07:12:20] openrec INFO: cur metric, acc: 0.9408112569801169, norm_edit_dis: 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07:12:54] openrec INFO: epoch: [47/60], global_step: 76090, lr: 0.000076, loss: 0.147859, avg_reader_cost: 0.01124 s, avg_batch_cost: 0.37763 s, avg_samples: 256.0, ips: 677.91174 samples/s, eta: 2:47:00 +[2025/07/23 07:12:58] openrec INFO: epoch: [47/60], global_step: 76100, lr: 0.000076, loss: 0.168085, avg_reader_cost: 0.01050 s, avg_batch_cost: 0.40323 s, avg_samples: 256.0, ips: 634.86998 samples/s, eta: 2:46:55 +[2025/07/23 07:13:02] openrec INFO: epoch: [47/60], global_step: 76110, lr: 0.000076, loss: 0.167649, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.37847 s, avg_samples: 256.0, ips: 676.40195 samples/s, eta: 2:46:51 +[2025/07/23 07:13:06] openrec INFO: epoch: [47/60], global_step: 76120, lr: 0.000075, loss: 0.154485, avg_reader_cost: 0.01085 s, avg_batch_cost: 0.39750 s, avg_samples: 256.0, ips: 644.02351 samples/s, eta: 2:46:47 +[2025/07/23 07:13:10] openrec INFO: epoch: [47/60], global_step: 76130, lr: 0.000075, loss: 0.158726, avg_reader_cost: 0.00931 s, 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[47/60], global_step: 76180, lr: 0.000075, loss: 0.145746, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.35894 s, avg_samples: 256.0, ips: 713.20737 samples/s, eta: 2:46:19 +[2025/07/23 07:13:32] openrec INFO: epoch: [47/60], global_step: 76190, lr: 0.000075, loss: 0.145482, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.40015 s, avg_samples: 256.0, ips: 639.75782 samples/s, eta: 2:46:15 +[2025/07/23 07:13:36] openrec INFO: epoch: [47/60], global_step: 76200, lr: 0.000075, loss: 0.178171, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.38219 s, avg_samples: 256.0, ips: 669.81879 samples/s, eta: 2:46:11 +[2025/07/23 07:13:40] openrec INFO: epoch: [47/60], global_step: 76210, lr: 0.000075, loss: 0.184098, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.37362 s, avg_samples: 256.0, ips: 685.18390 samples/s, eta: 2:46:06 +[2025/07/23 07:13:44] openrec INFO: epoch: [47/60], global_step: 76220, lr: 0.000075, loss: 0.161506, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.38451 s, avg_samples: 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+[2025/07/23 07:14:22] openrec INFO: epoch: [47/60], global_step: 76320, lr: 0.000074, loss: 0.181167, avg_reader_cost: 0.00886 s, avg_batch_cost: 0.38070 s, avg_samples: 256.0, ips: 672.44412 samples/s, eta: 2:45:17 +[2025/07/23 07:14:26] openrec INFO: epoch: [47/60], global_step: 76330, lr: 0.000074, loss: 0.172715, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.36736 s, avg_samples: 256.0, ips: 696.86240 samples/s, eta: 2:45:12 +[2025/07/23 07:14:30] openrec INFO: epoch: [47/60], global_step: 76340, lr: 0.000074, loss: 0.158593, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.35812 s, avg_samples: 256.0, ips: 714.85159 samples/s, eta: 2:45:08 +[2025/07/23 07:14:33] openrec INFO: epoch: [47/60], global_step: 76350, lr: 0.000074, loss: 0.156208, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.36278 s, avg_samples: 256.0, ips: 705.66133 samples/s, eta: 2:45:03 +[2025/07/23 07:14:37] openrec INFO: epoch: [47/60], global_step: 76360, lr: 0.000074, loss: 0.159385, avg_reader_cost: 0.00941 s, 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[47/60], global_step: 76670, lr: 0.000072, loss: 0.167865, avg_reader_cost: 0.01128 s, avg_batch_cost: 0.40618 s, avg_samples: 256.0, ips: 630.25627 samples/s, eta: 2:42:41 +[2025/07/23 07:16:41] openrec INFO: epoch: [47/60], global_step: 76680, lr: 0.000072, loss: 0.176568, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.37750 s, avg_samples: 256.0, ips: 678.15454 samples/s, eta: 2:42:36 +[2025/07/23 07:16:45] openrec INFO: epoch: [47/60], global_step: 76690, lr: 0.000072, loss: 0.170724, avg_reader_cost: 0.00929 s, avg_batch_cost: 0.36550 s, avg_samples: 256.0, ips: 700.41159 samples/s, eta: 2:42:32 +[2025/07/23 07:16:48] openrec INFO: epoch: [47/60], global_step: 76700, lr: 0.000072, loss: 0.170724, avg_reader_cost: 0.01133 s, avg_batch_cost: 0.39308 s, avg_samples: 256.0, ips: 651.26333 samples/s, eta: 2:42:27 +[2025/07/23 07:16:52] openrec INFO: epoch: [47/60], global_step: 76710, lr: 0.000072, loss: 0.178190, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.37542 s, avg_samples: 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+[2025/07/23 07:17:30] openrec INFO: epoch: [47/60], global_step: 76810, lr: 0.000071, loss: 0.164195, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.38548 s, avg_samples: 256.0, ips: 664.10224 samples/s, eta: 2:41:38 +[2025/07/23 07:17:34] openrec INFO: epoch: [47/60], global_step: 76820, lr: 0.000071, loss: 0.171901, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.37936 s, avg_samples: 256.0, ips: 674.82154 samples/s, eta: 2:41:33 +[2025/07/23 07:17:37] openrec INFO: epoch: [47/60], global_step: 76830, lr: 0.000071, loss: 0.172119, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.36938 s, avg_samples: 256.0, ips: 693.04603 samples/s, eta: 2:41:29 +[2025/07/23 07:17:41] openrec INFO: epoch: [47/60], global_step: 76840, lr: 0.000071, loss: 0.163126, avg_reader_cost: 0.01084 s, avg_batch_cost: 0.39691 s, avg_samples: 256.0, ips: 644.98385 samples/s, eta: 2:41:25 +[2025/07/23 07:17:58] openrec INFO: epoch: [47/60], global_step: 76850, lr: 0.000071, loss: 0.157442, avg_reader_cost: 0.01161 s, 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[47/60], global_step: 76900, lr: 0.000071, loss: 0.187088, avg_reader_cost: 0.01089 s, avg_batch_cost: 0.37707 s, avg_samples: 256.0, ips: 678.92088 samples/s, eta: 2:41:02 +[2025/07/23 07:18:22] openrec INFO: epoch: [47/60], global_step: 76910, lr: 0.000071, loss: 0.172443, avg_reader_cost: 0.01156 s, avg_batch_cost: 0.43732 s, avg_samples: 256.0, ips: 585.38109 samples/s, eta: 2:40:57 +[2025/07/23 07:18:26] openrec INFO: epoch: [47/60], global_step: 76920, lr: 0.000071, loss: 0.151338, avg_reader_cost: 0.01113 s, avg_batch_cost: 0.39987 s, avg_samples: 256.0, ips: 640.21087 samples/s, eta: 2:40:53 +[2025/07/23 07:18:30] openrec INFO: epoch: [47/60], global_step: 76930, lr: 0.000071, loss: 0.174856, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.41886 s, avg_samples: 256.0, ips: 611.17991 samples/s, eta: 2:40:49 +[2025/07/23 07:18:34] openrec INFO: epoch: [47/60], global_step: 76940, lr: 0.000071, loss: 0.171066, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.39076 s, avg_samples: 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loss: 0.161058, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.38500 s, avg_samples: 256.0, ips: 664.93175 samples/s, eta: 2:40:22 +[2025/07/23 07:18:59] openrec INFO: epoch: [47/60], global_step: 77000, lr: 0.000070, loss: 0.146651, avg_reader_cost: 0.01088 s, avg_batch_cost: 0.37523 s, avg_samples: 256.0, ips: 682.24700 samples/s, eta: 2:40:18 +[2025/07/23 07:19:02] openrec INFO: cur metric, acc: 0.9449503298220884, norm_edit_dis: 0.979625884284582, num_samples: 7248, fps: 2823.8201052047852 +[2025/07/23 07:19:03] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 07:19:03] openrec INFO: best metric, acc: 0.9449503298220884, norm_edit_dis: 0.979625884284582, num_samples: 7248, fps: 2823.8201052047852, best_epoch: 47 +[2025/07/23 07:19:07] openrec INFO: epoch: [47/60], global_step: 77010, lr: 0.000070, loss: 0.164351, avg_reader_cost: 0.42465 s, avg_batch_cost: 0.82364 s, 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INFO: epoch: [47/60], global_step: 77200, lr: 0.000069, loss: 0.167592, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.38624 s, avg_samples: 256.0, ips: 662.80441 samples/s, eta: 2:38:50 +[2025/07/23 07:20:26] openrec INFO: epoch: [47/60], global_step: 77210, lr: 0.000069, loss: 0.160712, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.38964 s, avg_samples: 256.0, ips: 657.01219 samples/s, eta: 2:38:46 +[2025/07/23 07:20:30] openrec INFO: epoch: [47/60], global_step: 77220, lr: 0.000069, loss: 0.154258, avg_reader_cost: 0.01235 s, avg_batch_cost: 0.42008 s, avg_samples: 256.0, ips: 609.40701 samples/s, eta: 2:38:41 +[2025/07/23 07:20:34] openrec INFO: epoch: [47/60], global_step: 77230, lr: 0.000069, loss: 0.159714, avg_reader_cost: 0.01122 s, avg_batch_cost: 0.41307 s, avg_samples: 256.0, ips: 619.75134 samples/s, eta: 2:38:37 +[2025/07/23 07:20:38] openrec INFO: epoch: [47/60], global_step: 77240, lr: 0.000069, loss: 0.168209, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.38195 s, 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lr: 0.000069, loss: 0.157300, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.36283 s, avg_samples: 256.0, ips: 705.56525 samples/s, eta: 2:38:11 +[2025/07/23 07:21:02] openrec INFO: epoch: [47/60], global_step: 77300, lr: 0.000069, loss: 0.169794, avg_reader_cost: 0.01134 s, avg_batch_cost: 0.42205 s, avg_samples: 256.0, ips: 606.55789 samples/s, eta: 2:38:06 +[2025/07/23 07:21:06] openrec INFO: epoch: [47/60], global_step: 77310, lr: 0.000069, loss: 0.168137, avg_reader_cost: 0.01080 s, avg_batch_cost: 0.40054 s, avg_samples: 256.0, ips: 639.13463 samples/s, eta: 2:38:02 +[2025/07/23 07:21:10] openrec INFO: epoch: [47/60], global_step: 77320, lr: 0.000069, loss: 0.183503, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.41210 s, avg_samples: 256.0, ips: 621.21325 samples/s, eta: 2:37:57 +[2025/07/23 07:21:14] openrec INFO: epoch: [47/60], global_step: 77330, lr: 0.000068, loss: 0.179151, avg_reader_cost: 0.01100 s, avg_batch_cost: 0.39403 s, avg_samples: 256.0, ips: 649.69944 samples/s, eta: 2:37:53 +[2025/07/23 07:21:18] openrec INFO: epoch: [47/60], global_step: 77340, lr: 0.000068, loss: 0.171182, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.39103 s, avg_samples: 256.0, ips: 654.68378 samples/s, eta: 2:37:49 +[2025/07/23 07:21:22] openrec INFO: epoch: [47/60], global_step: 77350, lr: 0.000068, loss: 0.163829, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.40957 s, avg_samples: 256.0, ips: 625.04068 samples/s, eta: 2:37:44 +[2025/07/23 07:21:26] openrec INFO: epoch: [47/60], global_step: 77360, lr: 0.000068, loss: 0.151030, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.36071 s, avg_samples: 256.0, ips: 709.70375 samples/s, eta: 2:37:40 +[2025/07/23 07:21:30] openrec INFO: epoch: [47/60], global_step: 77370, lr: 0.000068, loss: 0.154858, avg_reader_cost: 0.01145 s, avg_batch_cost: 0.39838 s, avg_samples: 256.0, ips: 642.60040 samples/s, eta: 2:37:35 +[2025/07/23 07:21:33] openrec INFO: epoch: [47/60], global_step: 77380, lr: 0.000068, loss: 0.151323, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.38254 s, avg_samples: 256.0, ips: 669.21563 samples/s, eta: 2:37:31 +[2025/07/23 07:21:38] openrec INFO: epoch: [47/60], global_step: 77390, lr: 0.000068, loss: 0.154932, avg_reader_cost: 0.01108 s, avg_batch_cost: 0.41866 s, avg_samples: 256.0, ips: 611.46809 samples/s, eta: 2:37:26 +[2025/07/23 07:21:42] openrec INFO: epoch: [47/60], global_step: 77400, lr: 0.000068, loss: 0.176009, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.39334 s, avg_samples: 256.0, ips: 650.82954 samples/s, eta: 2:37:22 +[2025/07/23 07:21:46] openrec INFO: epoch: [47/60], global_step: 77410, lr: 0.000068, loss: 0.177571, avg_reader_cost: 0.01146 s, avg_batch_cost: 0.43191 s, avg_samples: 256.0, ips: 592.70961 samples/s, eta: 2:37:18 +[2025/07/23 07:21:50] openrec INFO: epoch: [47/60], global_step: 77420, lr: 0.000068, loss: 0.169364, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.39454 s, avg_samples: 256.0, ips: 648.86023 samples/s, eta: 2:37:13 +[2025/07/23 07:21:54] openrec INFO: epoch: [47/60], global_step: 77430, lr: 0.000068, loss: 0.169364, avg_reader_cost: 0.01155 s, avg_batch_cost: 0.40864 s, avg_samples: 256.0, ips: 626.46123 samples/s, eta: 2:37:09 +[2025/07/23 07:21:58] openrec INFO: epoch: [47/60], global_step: 77440, lr: 0.000068, loss: 0.159870, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.39281 s, avg_samples: 256.0, ips: 651.71392 samples/s, eta: 2:37:04 +[2025/07/23 07:22:02] openrec INFO: epoch: [47/60], global_step: 77450, lr: 0.000068, loss: 0.164462, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.41067 s, avg_samples: 256.0, ips: 623.36517 samples/s, eta: 2:37:00 +[2025/07/23 07:22:06] openrec INFO: epoch: [47/60], global_step: 77460, lr: 0.000068, loss: 0.153022, avg_reader_cost: 0.01139 s, avg_batch_cost: 0.40241 s, avg_samples: 256.0, ips: 636.17289 samples/s, eta: 2:36:56 +[2025/07/23 07:22:10] openrec INFO: epoch: [47/60], global_step: 77470, lr: 0.000068, loss: 0.148173, avg_reader_cost: 0.01300 s, avg_batch_cost: 0.42143 s, avg_samples: 256.0, ips: 607.45613 samples/s, eta: 2:36:51 +[2025/07/23 07:22:14] openrec INFO: epoch: [47/60], global_step: 77480, lr: 0.000068, loss: 0.180386, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.37034 s, avg_samples: 256.0, ips: 691.26356 samples/s, eta: 2:36:47 +[2025/07/23 07:22:18] openrec INFO: epoch: [47/60], global_step: 77490, lr: 0.000068, loss: 0.158882, avg_reader_cost: 0.01095 s, avg_batch_cost: 0.41960 s, avg_samples: 256.0, ips: 610.10766 samples/s, eta: 2:36:42 +[2025/07/23 07:22:22] openrec INFO: epoch: [47/60], global_step: 77500, lr: 0.000068, loss: 0.158882, avg_reader_cost: 0.01114 s, avg_batch_cost: 0.41543 s, avg_samples: 256.0, ips: 616.22929 samples/s, eta: 2:36:38 +[2025/07/23 07:22:26] openrec INFO: cur metric, acc: 0.9443984534431589, norm_edit_dis: 0.9789477383376239, num_samples: 7248, fps: 2805.0062375679076 +[2025/07/23 07:22:26] openrec INFO: best metric, acc: 0.9449503298220884, norm_edit_dis: 0.979625884284582, num_samples: 7248, fps: 2823.8201052047852, best_epoch: 47 +[2025/07/23 07:22:30] openrec INFO: epoch: [47/60], global_step: 77510, lr: 0.000067, loss: 0.180792, avg_reader_cost: 0.38143 s, avg_batch_cost: 0.74411 s, avg_samples: 256.0, ips: 344.03532 samples/s, eta: 2:36:35 +[2025/07/23 07:22:34] openrec INFO: epoch: [47/60], global_step: 77520, lr: 0.000067, loss: 0.170503, avg_reader_cost: 0.01092 s, avg_batch_cost: 0.36301 s, avg_samples: 256.0, ips: 705.22399 samples/s, eta: 2:36:30 +[2025/07/23 07:22:38] openrec INFO: epoch: [47/60], global_step: 77530, lr: 0.000067, loss: 0.152944, avg_reader_cost: 0.01138 s, avg_batch_cost: 0.42674 s, avg_samples: 256.0, ips: 599.89314 samples/s, eta: 2:36:26 +[2025/07/23 07:22:42] openrec INFO: epoch: [47/60], global_step: 77540, lr: 0.000067, loss: 0.156781, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.39700 s, avg_samples: 256.0, ips: 644.84208 samples/s, eta: 2:36:21 +[2025/07/23 07:22:43] openrec INFO: epoch: [47/60], global_step: 77542, lr: 0.000067, loss: 0.156781, avg_reader_cost: 0.00214 s, avg_batch_cost: 0.08691 s, avg_samples: 51.2, ips: 589.14146 samples/s, eta: 2:36:21 +[2025/07/23 07:22:58] openrec INFO: cur metric, acc: 0.9450882989168208, norm_edit_dis: 0.9792556055221359, num_samples: 7248, fps: 529.3006738241072 +[2025/07/23 07:22:58] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 07:22:58] openrec INFO: best metric, acc: 0.9450882989168208, norm_edit_dis: 0.9792556055221359, num_samples: 7248, fps: 529.3006738241072, best_epoch: 47 +[2025/07/23 07:23:00] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 07:23:01] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_47.pth +[2025/07/23 07:23:01] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep8/gpu2_ep8 +[2025/07/23 07:23:01] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep8/gpu3_ep8 +[2025/07/23 07:23:01] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep8/gpu1_ep8 +[2025/07/23 07:23:01] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep8/gpu0_ep8 +[2025/07/23 07:23:10] openrec INFO: 0 +[2025/07/23 07:23:10] openrec INFO: 792214 +[2025/07/23 07:23:10] openrec INFO: 960394 +[2025/07/23 07:23:10] openrec INFO: 667152 +[2025/07/23 07:23:10] openrec INFO: 999395 +[2025/07/23 07:23:16] openrec INFO: epoch: [48/60], global_step: 77550, lr: 0.000067, loss: 0.156741, avg_reader_cost: 3.02518 s, avg_batch_cost: 3.30217 s, avg_samples: 204.8, ips: 62.01980 samples/s, eta: 2:36:20 +[2025/07/23 07:23:19] openrec INFO: epoch: [48/60], global_step: 77560, lr: 0.000067, loss: 0.164802, avg_reader_cost: 0.00927 s, avg_batch_cost: 0.36565 s, avg_samples: 256.0, 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+[2025/07/23 07:23:59] openrec INFO: epoch: [48/60], global_step: 77660, lr: 0.000067, loss: 0.138051, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.40843 s, avg_samples: 256.0, ips: 626.79628 samples/s, eta: 2:35:31 +[2025/07/23 07:24:03] openrec INFO: epoch: [48/60], global_step: 77670, lr: 0.000067, loss: 0.134322, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.42015 s, avg_samples: 256.0, ips: 609.31043 samples/s, eta: 2:35:27 +[2025/07/23 07:24:07] openrec INFO: epoch: [48/60], global_step: 77680, lr: 0.000066, loss: 0.149716, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.39028 s, avg_samples: 256.0, ips: 655.93747 samples/s, eta: 2:35:22 +[2025/07/23 07:24:11] openrec INFO: epoch: [48/60], global_step: 77690, lr: 0.000066, loss: 0.170640, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.38360 s, avg_samples: 256.0, ips: 667.35715 samples/s, eta: 2:35:18 +[2025/07/23 07:24:15] openrec INFO: epoch: [48/60], global_step: 77700, lr: 0.000066, loss: 0.164149, avg_reader_cost: 0.01027 s, 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+[2025/07/23 07:25:31] openrec INFO: epoch: [48/60], global_step: 77890, lr: 0.000065, loss: 0.169726, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.38419 s, avg_samples: 256.0, ips: 666.32963 samples/s, eta: 2:33:50 +[2025/07/23 07:25:35] openrec INFO: epoch: [48/60], global_step: 77900, lr: 0.000065, loss: 0.157692, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.39607 s, avg_samples: 256.0, ips: 646.34502 samples/s, eta: 2:33:45 +[2025/07/23 07:25:39] openrec INFO: epoch: [48/60], global_step: 77910, lr: 0.000065, loss: 0.144660, avg_reader_cost: 0.01079 s, avg_batch_cost: 0.39268 s, avg_samples: 256.0, ips: 651.93012 samples/s, eta: 2:33:41 +[2025/07/23 07:25:43] openrec INFO: epoch: [48/60], global_step: 77920, lr: 0.000065, loss: 0.162985, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.42433 s, avg_samples: 256.0, ips: 603.29719 samples/s, eta: 2:33:36 +[2025/07/23 07:25:47] openrec INFO: epoch: [48/60], global_step: 77930, lr: 0.000065, loss: 0.175558, avg_reader_cost: 0.01083 s, 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+[2025/07/23 07:31:02] openrec INFO: epoch: [48/60], global_step: 78680, lr: 0.000061, loss: 0.167736, avg_reader_cost: 0.01134 s, avg_batch_cost: 0.38208 s, avg_samples: 256.0, ips: 670.02406 samples/s, eta: 2:28:05 +[2025/07/23 07:31:06] openrec INFO: epoch: [48/60], global_step: 78690, lr: 0.000061, loss: 0.174779, avg_reader_cost: 0.01130 s, avg_batch_cost: 0.40359 s, avg_samples: 256.0, ips: 634.31097 samples/s, eta: 2:28:01 +[2025/07/23 07:31:10] openrec INFO: epoch: [48/60], global_step: 78700, lr: 0.000061, loss: 0.174784, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.39739 s, avg_samples: 256.0, ips: 644.21049 samples/s, eta: 2:27:56 +[2025/07/23 07:31:14] openrec INFO: epoch: [48/60], global_step: 78710, lr: 0.000061, loss: 0.177141, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.38776 s, avg_samples: 256.0, ips: 660.20390 samples/s, eta: 2:27:52 +[2025/07/23 07:31:17] openrec INFO: epoch: [48/60], global_step: 78720, lr: 0.000061, loss: 0.174575, avg_reader_cost: 0.01050 s, 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+[2025/07/23 07:32:28] openrec INFO: epoch: [48/60], global_step: 78910, lr: 0.000060, loss: 0.158486, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.36099 s, avg_samples: 256.0, ips: 709.15141 samples/s, eta: 2:26:22 +[2025/07/23 07:32:32] openrec INFO: epoch: [48/60], global_step: 78920, lr: 0.000060, loss: 0.168296, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.38750 s, avg_samples: 256.0, ips: 660.63894 samples/s, eta: 2:26:18 +[2025/07/23 07:32:36] openrec INFO: epoch: [48/60], global_step: 78930, lr: 0.000060, loss: 0.143679, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.36728 s, avg_samples: 256.0, ips: 697.01973 samples/s, eta: 2:26:13 +[2025/07/23 07:32:39] openrec INFO: epoch: [48/60], global_step: 78940, lr: 0.000060, loss: 0.142694, avg_reader_cost: 0.00944 s, avg_batch_cost: 0.35725 s, avg_samples: 256.0, ips: 716.58220 samples/s, eta: 2:26:09 +[2025/07/23 07:32:43] openrec INFO: epoch: [48/60], global_step: 78950, lr: 0.000060, loss: 0.145516, avg_reader_cost: 0.00991 s, 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lr: 0.000059, loss: 0.149180, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.36578 s, avg_samples: 256.0, ips: 699.86677 samples/s, eta: 2:25:30 +[2025/07/23 07:33:20] openrec INFO: epoch: [48/60], global_step: 79040, lr: 0.000059, loss: 0.154099, avg_reader_cost: 0.01197 s, avg_batch_cost: 0.35895 s, avg_samples: 256.0, ips: 713.18283 samples/s, eta: 2:25:25 +[2025/07/23 07:33:24] openrec INFO: epoch: [48/60], global_step: 79050, lr: 0.000059, loss: 0.153811, avg_reader_cost: 0.01050 s, avg_batch_cost: 0.37985 s, avg_samples: 256.0, ips: 673.95890 samples/s, eta: 2:25:21 +[2025/07/23 07:33:28] openrec INFO: epoch: [48/60], global_step: 79060, lr: 0.000059, loss: 0.164796, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.37099 s, avg_samples: 256.0, ips: 690.04225 samples/s, eta: 2:25:16 +[2025/07/23 07:33:31] openrec INFO: epoch: [48/60], global_step: 79070, lr: 0.000059, loss: 0.167259, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.37821 s, avg_samples: 256.0, ips: 676.87904 samples/s, eta: 2:25:12 +[2025/07/23 07:33:35] openrec INFO: epoch: [48/60], global_step: 79080, lr: 0.000059, loss: 0.158835, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.37019 s, avg_samples: 256.0, ips: 691.53562 samples/s, eta: 2:25:07 +[2025/07/23 07:33:39] openrec INFO: epoch: [48/60], global_step: 79090, lr: 0.000059, loss: 0.159090, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.36298 s, avg_samples: 256.0, ips: 705.27759 samples/s, eta: 2:25:03 +[2025/07/23 07:33:42] openrec INFO: epoch: [48/60], global_step: 79100, lr: 0.000059, loss: 0.152871, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.37077 s, avg_samples: 256.0, ips: 690.45722 samples/s, eta: 2:24:58 +[2025/07/23 07:33:46] openrec INFO: epoch: [48/60], global_step: 79110, lr: 0.000059, loss: 0.166431, avg_reader_cost: 0.01038 s, avg_batch_cost: 0.38180 s, avg_samples: 256.0, ips: 670.50233 samples/s, eta: 2:24:54 +[2025/07/23 07:33:50] openrec INFO: epoch: [48/60], global_step: 79120, lr: 0.000059, loss: 0.163125, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.37578 s, avg_samples: 256.0, ips: 681.25233 samples/s, eta: 2:24:49 +[2025/07/23 07:33:54] openrec INFO: epoch: [48/60], global_step: 79130, lr: 0.000059, loss: 0.151041, avg_reader_cost: 0.01111 s, avg_batch_cost: 0.38065 s, avg_samples: 256.0, ips: 672.52541 samples/s, eta: 2:24:45 +[2025/07/23 07:33:58] openrec INFO: epoch: [48/60], global_step: 79140, lr: 0.000059, loss: 0.153215, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.38193 s, avg_samples: 256.0, ips: 670.27216 samples/s, eta: 2:24:41 +[2025/07/23 07:34:01] openrec INFO: epoch: [48/60], global_step: 79150, lr: 0.000058, loss: 0.183897, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.36077 s, avg_samples: 256.0, ips: 709.60123 samples/s, eta: 2:24:36 +[2025/07/23 07:34:05] openrec INFO: epoch: [48/60], global_step: 79160, lr: 0.000058, loss: 0.173550, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.39321 s, avg_samples: 256.0, ips: 651.05143 samples/s, eta: 2:24:32 +[2025/07/23 07:34:09] openrec INFO: epoch: [48/60], global_step: 79170, lr: 0.000058, loss: 0.162648, avg_reader_cost: 0.01140 s, avg_batch_cost: 0.38909 s, avg_samples: 256.0, ips: 657.93758 samples/s, eta: 2:24:27 +[2025/07/23 07:34:13] openrec INFO: epoch: [48/60], global_step: 79180, lr: 0.000058, loss: 0.166606, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.35749 s, avg_samples: 256.0, ips: 716.10497 samples/s, eta: 2:24:23 +[2025/07/23 07:34:17] openrec INFO: epoch: [48/60], global_step: 79190, lr: 0.000058, loss: 0.166030, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.37996 s, avg_samples: 256.0, ips: 673.75917 samples/s, eta: 2:24:18 +[2025/07/23 07:34:20] openrec INFO: epoch: [48/60], global_step: 79200, lr: 0.000058, loss: 0.160505, avg_reader_cost: 0.00955 s, avg_batch_cost: 0.34754 s, avg_samples: 256.0, ips: 736.60748 samples/s, eta: 2:24:14 +[2025/07/23 07:34:24] openrec INFO: epoch: [48/60], global_step: 79210, lr: 0.000058, loss: 0.156704, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.37050 s, avg_samples: 256.0, ips: 690.96485 samples/s, eta: 2:24:09 +[2025/07/23 07:34:24] openrec INFO: epoch: [48/60], global_step: 79212, lr: 0.000058, loss: 0.156704, avg_reader_cost: 0.00183 s, avg_batch_cost: 0.07138 s, avg_samples: 51.2, ips: 717.33620 samples/s, eta: 2:24:08 +[2025/07/23 07:34:40] openrec INFO: cur metric, acc: 0.9428807934011026, norm_edit_dis: 0.9784093821074238, num_samples: 7248, fps: 512.898952446814 +[2025/07/23 07:34:40] openrec INFO: best metric, acc: 0.945502206201018, norm_edit_dis: 0.978905509377494, num_samples: 7248, fps: 2811.3748332959876, best_epoch: 48 +[2025/07/23 07:34:42] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 07:34:43] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_48.pth +[2025/07/23 07:34:43] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep9/gpu2_ep9 +[2025/07/23 07:34:43] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep9/gpu0_ep9 +[2025/07/23 07:34:43] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep9/gpu1_ep9 +[2025/07/23 07:34:43] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep9/gpu3_ep9 +[2025/07/23 07:34:52] openrec INFO: 0 +[2025/07/23 07:34:52] openrec INFO: 789125 +[2025/07/23 07:34:52] openrec INFO: 961423 +[2025/07/23 07:34:52] openrec INFO: 667002 +[2025/07/23 07:34:52] openrec INFO: 997874 +[2025/07/23 07:34:58] openrec INFO: epoch: [49/60], global_step: 79220, lr: 0.000058, loss: 0.164151, avg_reader_cost: 3.03875 s, avg_batch_cost: 3.32867 s, avg_samples: 204.8, ips: 61.52611 samples/s, eta: 2:24:12 +[2025/07/23 07:35:01] openrec INFO: epoch: [49/60], global_step: 79230, lr: 0.000058, loss: 0.158850, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.36150 s, avg_samples: 256.0, ips: 708.16240 samples/s, eta: 2:24:08 +[2025/07/23 07:35:05] openrec INFO: epoch: [49/60], global_step: 79240, lr: 0.000058, loss: 0.145466, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.38649 s, avg_samples: 256.0, ips: 662.37771 samples/s, eta: 2:24:04 +[2025/07/23 07:35:09] openrec INFO: epoch: [49/60], global_step: 79250, lr: 0.000058, loss: 0.147987, avg_reader_cost: 0.00895 s, avg_batch_cost: 0.36110 s, avg_samples: 256.0, ips: 708.94741 samples/s, eta: 2:23:59 +[2025/07/23 07:35:12] openrec INFO: epoch: [49/60], global_step: 79260, lr: 0.000058, loss: 0.165236, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.36050 s, avg_samples: 256.0, ips: 710.13440 samples/s, eta: 2:23:55 +[2025/07/23 07:35:17] openrec INFO: epoch: [49/60], global_step: 79270, lr: 0.000058, loss: 0.157541, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.40086 s, avg_samples: 256.0, ips: 638.63155 samples/s, eta: 2:23:50 +[2025/07/23 07:35:20] openrec INFO: epoch: [49/60], global_step: 79280, lr: 0.000058, loss: 0.149796, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.36673 s, avg_samples: 256.0, ips: 698.05489 samples/s, eta: 2:23:46 +[2025/07/23 07:35:24] openrec INFO: epoch: [49/60], global_step: 79290, lr: 0.000058, loss: 0.148071, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.41400 s, avg_samples: 256.0, ips: 618.35110 samples/s, eta: 2:23:41 +[2025/07/23 07:35:28] openrec INFO: epoch: [49/60], global_step: 79300, lr: 0.000058, loss: 0.155914, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.38681 s, avg_samples: 256.0, ips: 661.82467 samples/s, eta: 2:23:37 +[2025/07/23 07:35:32] openrec INFO: epoch: [49/60], global_step: 79310, lr: 0.000058, loss: 0.147705, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.37716 s, avg_samples: 256.0, ips: 678.74849 samples/s, eta: 2:23:32 +[2025/07/23 07:35:36] openrec INFO: epoch: [49/60], global_step: 79320, lr: 0.000058, loss: 0.146427, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.38211 s, avg_samples: 256.0, ips: 669.96473 samples/s, eta: 2:23:28 +[2025/07/23 07:35:40] openrec INFO: epoch: [49/60], global_step: 79330, lr: 0.000058, loss: 0.175128, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.37238 s, avg_samples: 256.0, ips: 687.46914 samples/s, eta: 2:23:23 +[2025/07/23 07:35:43] openrec INFO: epoch: [49/60], global_step: 79340, lr: 0.000057, loss: 0.176912, avg_reader_cost: 0.01135 s, avg_batch_cost: 0.38210 s, avg_samples: 256.0, ips: 669.97468 samples/s, eta: 2:23:19 +[2025/07/23 07:35:47] openrec INFO: epoch: [49/60], global_step: 79350, lr: 0.000057, loss: 0.154080, avg_reader_cost: 0.00940 s, avg_batch_cost: 0.35226 s, avg_samples: 256.0, ips: 726.73801 samples/s, eta: 2:23:15 +[2025/07/23 07:35:51] openrec INFO: epoch: [49/60], global_step: 79360, lr: 0.000057, loss: 0.179660, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.39356 s, avg_samples: 256.0, ips: 650.48033 samples/s, eta: 2:23:10 +[2025/07/23 07:35:55] openrec INFO: epoch: [49/60], global_step: 79370, lr: 0.000057, loss: 0.180047, avg_reader_cost: 0.00937 s, avg_batch_cost: 0.36590 s, avg_samples: 256.0, ips: 699.63666 samples/s, eta: 2:23:06 +[2025/07/23 07:35:58] openrec INFO: epoch: [49/60], global_step: 79380, lr: 0.000057, loss: 0.172447, avg_reader_cost: 0.00938 s, avg_batch_cost: 0.36921 s, avg_samples: 256.0, ips: 693.37815 samples/s, eta: 2:23:01 +[2025/07/23 07:36:02] openrec INFO: epoch: [49/60], global_step: 79390, lr: 0.000057, loss: 0.172368, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.39786 s, avg_samples: 256.0, ips: 643.44349 samples/s, eta: 2:22:57 +[2025/07/23 07:36:06] openrec INFO: epoch: [49/60], global_step: 79400, lr: 0.000057, loss: 0.161964, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.36911 s, avg_samples: 256.0, ips: 693.56231 samples/s, eta: 2:22:52 +[2025/07/23 07:36:10] openrec INFO: epoch: [49/60], global_step: 79410, lr: 0.000057, loss: 0.159929, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.38474 s, avg_samples: 256.0, ips: 665.37642 samples/s, eta: 2:22:48 +[2025/07/23 07:36:14] openrec INFO: epoch: [49/60], global_step: 79420, lr: 0.000057, loss: 0.152867, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.37905 s, avg_samples: 256.0, ips: 675.38068 samples/s, eta: 2:22:43 +[2025/07/23 07:36:17] openrec INFO: epoch: [49/60], global_step: 79430, lr: 0.000057, loss: 0.160457, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.36279 s, avg_samples: 256.0, ips: 705.65187 samples/s, eta: 2:22:39 +[2025/07/23 07:36:21] openrec INFO: epoch: [49/60], global_step: 79440, lr: 0.000057, loss: 0.157617, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.36373 s, avg_samples: 256.0, ips: 703.82808 samples/s, eta: 2:22:34 +[2025/07/23 07:36:25] openrec INFO: epoch: [49/60], global_step: 79450, lr: 0.000057, loss: 0.157605, avg_reader_cost: 0.01168 s, avg_batch_cost: 0.36983 s, avg_samples: 256.0, ips: 692.20848 samples/s, eta: 2:22:30 +[2025/07/23 07:36:29] openrec INFO: epoch: [49/60], global_step: 79460, lr: 0.000057, loss: 0.160484, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.40739 s, avg_samples: 256.0, ips: 628.38817 samples/s, eta: 2:22:26 +[2025/07/23 07:36:32] openrec INFO: epoch: [49/60], global_step: 79470, lr: 0.000057, loss: 0.168051, avg_reader_cost: 0.00942 s, avg_batch_cost: 0.35274 s, avg_samples: 256.0, ips: 725.74970 samples/s, eta: 2:22:21 +[2025/07/23 07:36:36] openrec INFO: epoch: [49/60], global_step: 79480, lr: 0.000057, loss: 0.190585, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.39284 s, avg_samples: 256.0, ips: 651.66404 samples/s, eta: 2:22:17 +[2025/07/23 07:36:40] openrec INFO: epoch: [49/60], global_step: 79490, lr: 0.000057, loss: 0.181769, avg_reader_cost: 0.01078 s, avg_batch_cost: 0.36868 s, avg_samples: 256.0, ips: 694.36281 samples/s, eta: 2:22:12 +[2025/07/23 07:36:44] openrec INFO: epoch: [49/60], global_step: 79500, lr: 0.000057, loss: 0.155000, avg_reader_cost: 0.00904 s, avg_batch_cost: 0.36945 s, avg_samples: 256.0, ips: 692.91508 samples/s, eta: 2:22:08 +[2025/07/23 07:36:47] openrec INFO: cur metric, acc: 0.9420529788327084, norm_edit_dis: 0.9788574054279158, num_samples: 7248, fps: 2782.6676198424843 +[2025/07/23 07:36:47] openrec INFO: best metric, acc: 0.945502206201018, norm_edit_dis: 0.978905509377494, num_samples: 7248, fps: 2811.3748332959876, best_epoch: 48 +[2025/07/23 07:36:51] openrec INFO: epoch: [49/60], global_step: 79510, lr: 0.000057, loss: 0.151245, avg_reader_cost: 0.38291 s, avg_batch_cost: 0.76652 s, avg_samples: 256.0, ips: 333.97860 samples/s, eta: 2:22:04 +[2025/07/23 07:36:55] openrec INFO: epoch: [49/60], global_step: 79520, lr: 0.000057, loss: 0.150455, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.38072 s, avg_samples: 256.0, ips: 672.41776 samples/s, eta: 2:22:00 +[2025/07/23 07:36:59] openrec INFO: epoch: [49/60], global_step: 79530, lr: 0.000056, loss: 0.145259, avg_reader_cost: 0.01190 s, avg_batch_cost: 0.37194 s, avg_samples: 256.0, ips: 688.28735 samples/s, eta: 2:21:55 +[2025/07/23 07:37:03] openrec INFO: epoch: [49/60], global_step: 79540, lr: 0.000056, loss: 0.168242, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.38269 s, avg_samples: 256.0, ips: 668.94463 samples/s, eta: 2:21:51 +[2025/07/23 07:37:07] openrec INFO: epoch: [49/60], global_step: 79550, lr: 0.000056, loss: 0.162747, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.39476 s, avg_samples: 256.0, ips: 648.48783 samples/s, eta: 2:21:46 +[2025/07/23 07:37:10] openrec INFO: epoch: [49/60], global_step: 79560, lr: 0.000056, loss: 0.155970, avg_reader_cost: 0.00944 s, avg_batch_cost: 0.36633 s, avg_samples: 256.0, ips: 698.82983 samples/s, eta: 2:21:42 +[2025/07/23 07:37:14] openrec INFO: epoch: [49/60], global_step: 79570, lr: 0.000056, loss: 0.159278, avg_reader_cost: 0.01077 s, avg_batch_cost: 0.37516 s, avg_samples: 256.0, ips: 682.37079 samples/s, eta: 2:21:37 +[2025/07/23 07:37:18] openrec INFO: epoch: [49/60], global_step: 79580, lr: 0.000056, loss: 0.164303, avg_reader_cost: 0.01136 s, avg_batch_cost: 0.38271 s, avg_samples: 256.0, ips: 668.90700 samples/s, eta: 2:21:33 +[2025/07/23 07:37:22] openrec INFO: epoch: [49/60], global_step: 79590, lr: 0.000056, loss: 0.162396, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.37877 s, avg_samples: 256.0, ips: 675.86528 samples/s, eta: 2:21:29 +[2025/07/23 07:37:25] openrec INFO: epoch: [49/60], global_step: 79600, lr: 0.000056, loss: 0.163854, avg_reader_cost: 0.01036 s, avg_batch_cost: 0.37225 s, avg_samples: 256.0, ips: 687.71655 samples/s, eta: 2:21:24 +[2025/07/23 07:37:29] openrec INFO: epoch: [49/60], global_step: 79610, lr: 0.000056, loss: 0.156795, avg_reader_cost: 0.00938 s, avg_batch_cost: 0.35980 s, avg_samples: 256.0, ips: 711.50850 samples/s, eta: 2:21:20 +[2025/07/23 07:37:33] openrec INFO: epoch: [49/60], global_step: 79620, lr: 0.000056, loss: 0.160190, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.38159 s, avg_samples: 256.0, ips: 670.87266 samples/s, eta: 2:21:15 +[2025/07/23 07:37:37] openrec INFO: epoch: [49/60], global_step: 79630, lr: 0.000056, loss: 0.155761, avg_reader_cost: 0.01020 s, 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+[2025/07/23 07:38:48] openrec INFO: epoch: [49/60], global_step: 79820, lr: 0.000055, loss: 0.185489, avg_reader_cost: 0.01084 s, avg_batch_cost: 0.36936 s, avg_samples: 256.0, ips: 693.09179 samples/s, eta: 2:19:46 +[2025/07/23 07:38:52] openrec INFO: epoch: [49/60], global_step: 79830, lr: 0.000055, loss: 0.171116, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.36986 s, avg_samples: 256.0, ips: 692.15338 samples/s, eta: 2:19:42 +[2025/07/23 07:38:55] openrec INFO: epoch: [49/60], global_step: 79840, lr: 0.000055, loss: 0.160917, avg_reader_cost: 0.00940 s, avg_batch_cost: 0.34190 s, avg_samples: 256.0, ips: 748.74966 samples/s, eta: 2:19:37 +[2025/07/23 07:38:59] openrec INFO: epoch: [49/60], global_step: 79850, lr: 0.000055, loss: 0.168951, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.36209 s, avg_samples: 256.0, ips: 707.01266 samples/s, eta: 2:19:33 +[2025/07/23 07:39:02] openrec INFO: epoch: [49/60], global_step: 79860, lr: 0.000055, loss: 0.157572, avg_reader_cost: 0.00949 s, 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[49/60], global_step: 79910, lr: 0.000055, loss: 0.128310, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.36752 s, avg_samples: 256.0, ips: 696.56137 samples/s, eta: 2:19:06 +[2025/07/23 07:39:24] openrec INFO: epoch: [49/60], global_step: 79920, lr: 0.000054, loss: 0.154669, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.36128 s, avg_samples: 256.0, ips: 708.59193 samples/s, eta: 2:19:01 +[2025/07/23 07:39:28] openrec INFO: epoch: [49/60], global_step: 79930, lr: 0.000054, loss: 0.140618, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.36557 s, avg_samples: 256.0, ips: 700.28396 samples/s, eta: 2:18:57 +[2025/07/23 07:39:32] openrec INFO: epoch: [49/60], global_step: 79940, lr: 0.000054, loss: 0.160053, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.37976 s, avg_samples: 256.0, ips: 674.11626 samples/s, eta: 2:18:52 +[2025/07/23 07:39:36] openrec INFO: epoch: [49/60], global_step: 79950, lr: 0.000054, loss: 0.162753, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.37659 s, avg_samples: 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loss: 0.167543, avg_reader_cost: 0.01092 s, avg_batch_cost: 0.36384 s, avg_samples: 256.0, ips: 703.60993 samples/s, eta: 2:18:26 +[2025/07/23 07:39:59] openrec INFO: cur metric, acc: 0.9439845461589618, norm_edit_dis: 0.9788469919659945, num_samples: 7248, fps: 2800.380054794763 +[2025/07/23 07:39:59] openrec INFO: best metric, acc: 0.945502206201018, norm_edit_dis: 0.978905509377494, num_samples: 7248, fps: 2811.3748332959876, best_epoch: 48 +[2025/07/23 07:40:00] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/iter_latest.pth +[2025/07/23 07:40:04] openrec INFO: epoch: [49/60], global_step: 80010, lr: 0.000054, loss: 0.151397, avg_reader_cost: 0.53835 s, avg_batch_cost: 0.89113 s, avg_samples: 256.0, ips: 287.27695 samples/s, eta: 2:18:23 +[2025/07/23 07:40:08] openrec INFO: epoch: [49/60], global_step: 80020, lr: 0.000054, loss: 0.149986, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.40811 s, 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eta: 2:16:00 +[2025/07/23 07:42:29] openrec INFO: epoch: [49/60], global_step: 80350, lr: 0.000052, loss: 0.174519, avg_reader_cost: 0.01117 s, avg_batch_cost: 0.40354 s, avg_samples: 256.0, ips: 634.38004 samples/s, eta: 2:15:55 +[2025/07/23 07:42:33] openrec INFO: epoch: [49/60], global_step: 80360, lr: 0.000052, loss: 0.182322, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.38487 s, avg_samples: 256.0, ips: 665.15117 samples/s, eta: 2:15:51 +[2025/07/23 07:42:37] openrec INFO: epoch: [49/60], global_step: 80370, lr: 0.000052, loss: 0.178845, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.40291 s, avg_samples: 256.0, ips: 635.38083 samples/s, eta: 2:15:46 +[2025/07/23 07:42:40] openrec INFO: epoch: [49/60], global_step: 80380, lr: 0.000052, loss: 0.164341, avg_reader_cost: 0.01079 s, avg_batch_cost: 0.37653 s, avg_samples: 256.0, ips: 679.90157 samples/s, eta: 2:15:42 +[2025/07/23 07:42:44] openrec INFO: epoch: [49/60], global_step: 80390, lr: 0.000052, loss: 0.142489, avg_reader_cost: 0.01161 s, avg_batch_cost: 0.41178 s, avg_samples: 256.0, ips: 621.69609 samples/s, eta: 2:15:38 +[2025/07/23 07:42:49] openrec INFO: epoch: [49/60], global_step: 80400, lr: 0.000052, loss: 0.147162, avg_reader_cost: 0.01088 s, avg_batch_cost: 0.42592 s, avg_samples: 256.0, ips: 601.05546 samples/s, eta: 2:15:33 +[2025/07/23 07:42:53] openrec INFO: epoch: [49/60], global_step: 80410, lr: 0.000052, loss: 0.165745, avg_reader_cost: 0.01106 s, avg_batch_cost: 0.41369 s, avg_samples: 256.0, ips: 618.81477 samples/s, eta: 2:15:29 +[2025/07/23 07:42:57] openrec INFO: epoch: [49/60], global_step: 80420, lr: 0.000052, loss: 0.159049, avg_reader_cost: 0.01113 s, avg_batch_cost: 0.41250 s, avg_samples: 256.0, ips: 620.60330 samples/s, eta: 2:15:25 +[2025/07/23 07:43:01] openrec INFO: epoch: [49/60], global_step: 80430, lr: 0.000052, loss: 0.159916, avg_reader_cost: 0.01141 s, avg_batch_cost: 0.41420 s, avg_samples: 256.0, ips: 618.06350 samples/s, eta: 2:15:20 +[2025/07/23 07:43:05] openrec INFO: epoch: [49/60], global_step: 80440, lr: 0.000052, loss: 0.164674, avg_reader_cost: 0.01064 s, avg_batch_cost: 0.37504 s, avg_samples: 256.0, ips: 682.58734 samples/s, eta: 2:15:16 +[2025/07/23 07:43:09] openrec INFO: epoch: [49/60], global_step: 80450, lr: 0.000052, loss: 0.150903, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.38185 s, avg_samples: 256.0, ips: 670.41826 samples/s, eta: 2:15:11 +[2025/07/23 07:43:13] openrec INFO: epoch: [49/60], global_step: 80460, lr: 0.000052, loss: 0.159657, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.37248 s, avg_samples: 256.0, ips: 687.27852 samples/s, eta: 2:15:07 +[2025/07/23 07:43:17] openrec INFO: epoch: [49/60], global_step: 80470, lr: 0.000052, loss: 0.164980, avg_reader_cost: 0.01102 s, avg_batch_cost: 0.40110 s, avg_samples: 256.0, ips: 638.24124 samples/s, eta: 2:15:03 +[2025/07/23 07:43:20] openrec INFO: epoch: [49/60], global_step: 80480, lr: 0.000052, loss: 0.157173, avg_reader_cost: 0.01093 s, avg_batch_cost: 0.39359 s, avg_samples: 256.0, ips: 650.42548 samples/s, eta: 2:14:58 +[2025/07/23 07:43:25] openrec INFO: epoch: [49/60], global_step: 80490, lr: 0.000052, loss: 0.163604, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.40649 s, avg_samples: 256.0, ips: 629.78431 samples/s, eta: 2:14:54 +[2025/07/23 07:43:29] openrec INFO: epoch: [49/60], global_step: 80500, lr: 0.000052, loss: 0.172778, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.39952 s, avg_samples: 256.0, ips: 640.77096 samples/s, eta: 2:14:49 +[2025/07/23 07:43:32] openrec INFO: cur metric, acc: 0.9457781443904827, norm_edit_dis: 0.9785950711865261, num_samples: 7248, fps: 2800.7004803520003 +[2025/07/23 07:43:33] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 07:43:33] openrec INFO: best metric, acc: 0.9457781443904827, norm_edit_dis: 0.9785950711865261, num_samples: 7248, fps: 2800.7004803520003, best_epoch: 49 +[2025/07/23 07:43:37] openrec INFO: epoch: [49/60], global_step: 80510, lr: 0.000051, loss: 0.148649, avg_reader_cost: 0.44071 s, avg_batch_cost: 0.80728 s, avg_samples: 256.0, ips: 317.11273 samples/s, eta: 2:14:46 +[2025/07/23 07:43:40] openrec INFO: epoch: [49/60], global_step: 80520, lr: 0.000051, loss: 0.146982, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.38037 s, avg_samples: 256.0, ips: 673.02228 samples/s, eta: 2:14:42 +[2025/07/23 07:43:44] openrec INFO: epoch: [49/60], global_step: 80530, lr: 0.000051, loss: 0.154092, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.40129 s, avg_samples: 256.0, ips: 637.93633 samples/s, eta: 2:14:37 +[2025/07/23 07:43:48] openrec INFO: epoch: [49/60], global_step: 80540, lr: 0.000051, loss: 0.158220, avg_reader_cost: 0.01086 s, avg_batch_cost: 0.38700 s, avg_samples: 256.0, ips: 661.50105 samples/s, eta: 2:14:33 +[2025/07/23 07:43:53] openrec INFO: epoch: [49/60], global_step: 80550, lr: 0.000051, loss: 0.153894, avg_reader_cost: 0.01075 s, avg_batch_cost: 0.41865 s, avg_samples: 256.0, ips: 611.48380 samples/s, eta: 2:14:28 +[2025/07/23 07:43:57] openrec INFO: epoch: [49/60], global_step: 80560, lr: 0.000051, loss: 0.153890, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.39990 s, avg_samples: 256.0, ips: 640.16453 samples/s, eta: 2:14:24 +[2025/07/23 07:44:01] openrec INFO: epoch: [49/60], global_step: 80570, lr: 0.000051, loss: 0.156466, avg_reader_cost: 0.01120 s, avg_batch_cost: 0.40019 s, avg_samples: 256.0, ips: 639.70221 samples/s, eta: 2:14:20 +[2025/07/23 07:44:05] openrec INFO: epoch: [49/60], global_step: 80580, lr: 0.000051, loss: 0.149007, avg_reader_cost: 0.01111 s, avg_batch_cost: 0.42052 s, avg_samples: 256.0, ips: 608.76541 samples/s, eta: 2:14:15 +[2025/07/23 07:44:09] openrec INFO: epoch: [49/60], global_step: 80590, lr: 0.000051, loss: 0.159859, avg_reader_cost: 0.01099 s, avg_batch_cost: 0.41674 s, avg_samples: 256.0, ips: 614.28579 samples/s, eta: 2:14:11 +[2025/07/23 07:44:13] openrec INFO: epoch: [49/60], global_step: 80600, lr: 0.000051, loss: 0.174300, avg_reader_cost: 0.01177 s, avg_batch_cost: 0.37327 s, avg_samples: 256.0, ips: 685.83337 samples/s, eta: 2:14:06 +[2025/07/23 07:44:17] openrec INFO: epoch: [49/60], global_step: 80610, lr: 0.000051, loss: 0.141954, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.39055 s, avg_samples: 256.0, ips: 655.48386 samples/s, eta: 2:14:02 +[2025/07/23 07:44:20] openrec INFO: epoch: [49/60], global_step: 80620, lr: 0.000051, loss: 0.154059, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.36014 s, avg_samples: 256.0, ips: 710.82632 samples/s, eta: 2:13:58 +[2025/07/23 07:44:24] openrec INFO: epoch: [49/60], global_step: 80630, lr: 0.000051, loss: 0.164348, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.36647 s, avg_samples: 256.0, ips: 698.55040 samples/s, eta: 2:13:53 +[2025/07/23 07:44:28] openrec INFO: epoch: [49/60], global_step: 80640, lr: 0.000051, loss: 0.155057, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.39505 s, avg_samples: 256.0, ips: 648.02045 samples/s, eta: 2:13:49 +[2025/07/23 07:44:32] openrec INFO: epoch: [49/60], global_step: 80650, lr: 0.000051, loss: 0.162173, avg_reader_cost: 0.01122 s, avg_batch_cost: 0.41219 s, avg_samples: 256.0, ips: 621.06787 samples/s, eta: 2:13:44 +[2025/07/23 07:44:36] openrec INFO: epoch: [49/60], global_step: 80660, lr: 0.000051, loss: 0.161197, avg_reader_cost: 0.00910 s, avg_batch_cost: 0.36557 s, avg_samples: 256.0, ips: 700.27866 samples/s, eta: 2:13:40 +[2025/07/23 07:44:39] openrec INFO: epoch: [49/60], global_step: 80670, lr: 0.000051, loss: 0.153969, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.37069 s, avg_samples: 256.0, ips: 690.60474 samples/s, eta: 2:13:35 +[2025/07/23 07:44:43] openrec INFO: epoch: [49/60], global_step: 80680, lr: 0.000051, loss: 0.153879, avg_reader_cost: 0.01179 s, avg_batch_cost: 0.38307 s, avg_samples: 256.0, ips: 668.28647 samples/s, eta: 2:13:31 +[2025/07/23 07:44:47] openrec INFO: epoch: [49/60], global_step: 80690, lr: 0.000051, loss: 0.140908, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.39338 s, avg_samples: 256.0, ips: 650.77526 samples/s, eta: 2:13:27 +[2025/07/23 07:44:51] openrec INFO: epoch: [49/60], global_step: 80700, lr: 0.000051, loss: 0.152446, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.40710 s, avg_samples: 256.0, ips: 628.83045 samples/s, eta: 2:13:22 +[2025/07/23 07:44:55] openrec INFO: epoch: [49/60], global_step: 80710, lr: 0.000050, loss: 0.181986, avg_reader_cost: 0.00925 s, avg_batch_cost: 0.36528 s, avg_samples: 256.0, ips: 700.84183 samples/s, eta: 2:13:18 +[2025/07/23 07:44:59] openrec INFO: epoch: [49/60], global_step: 80720, lr: 0.000050, loss: 0.181151, avg_reader_cost: 0.01093 s, avg_batch_cost: 0.41158 s, avg_samples: 256.0, ips: 621.98888 samples/s, eta: 2:13:13 +[2025/07/23 07:45:03] openrec INFO: epoch: [49/60], global_step: 80730, lr: 0.000050, loss: 0.181151, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.41084 s, avg_samples: 256.0, ips: 623.12058 samples/s, eta: 2:13:09 +[2025/07/23 07:45:07] openrec INFO: epoch: [49/60], global_step: 80740, lr: 0.000050, loss: 0.168486, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.39355 s, avg_samples: 256.0, ips: 650.49656 samples/s, eta: 2:13:05 +[2025/07/23 07:45:11] openrec INFO: epoch: [49/60], global_step: 80750, lr: 0.000050, loss: 0.142057, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.40034 s, avg_samples: 256.0, ips: 639.45100 samples/s, eta: 2:13:00 +[2025/07/23 07:45:15] openrec INFO: epoch: [49/60], global_step: 80760, lr: 0.000050, loss: 0.140239, avg_reader_cost: 0.01072 s, avg_batch_cost: 0.41447 s, avg_samples: 256.0, ips: 617.66210 samples/s, eta: 2:12:56 +[2025/07/23 07:45:19] openrec INFO: epoch: [49/60], global_step: 80770, lr: 0.000050, loss: 0.150367, avg_reader_cost: 0.01107 s, avg_batch_cost: 0.41749 s, avg_samples: 256.0, ips: 613.18451 samples/s, eta: 2:12:52 +[2025/07/23 07:45:23] openrec INFO: epoch: [49/60], global_step: 80780, lr: 0.000050, loss: 0.147249, avg_reader_cost: 0.01113 s, avg_batch_cost: 0.39373 s, avg_samples: 256.0, ips: 650.19334 samples/s, eta: 2:12:47 +[2025/07/23 07:45:27] openrec INFO: epoch: [49/60], global_step: 80790, lr: 0.000050, loss: 0.145305, avg_reader_cost: 0.01188 s, avg_batch_cost: 0.39896 s, avg_samples: 256.0, ips: 641.66716 samples/s, eta: 2:12:43 +[2025/07/23 07:45:31] openrec INFO: epoch: [49/60], global_step: 80800, lr: 0.000050, loss: 0.174023, avg_reader_cost: 0.01188 s, avg_batch_cost: 0.37812 s, avg_samples: 256.0, ips: 677.03047 samples/s, eta: 2:12:38 +[2025/07/23 07:45:35] openrec INFO: epoch: [49/60], global_step: 80810, lr: 0.000050, loss: 0.177959, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.38225 s, avg_samples: 256.0, ips: 669.71418 samples/s, eta: 2:12:34 +[2025/07/23 07:45:39] openrec INFO: epoch: [49/60], global_step: 80820, lr: 0.000050, loss: 0.159894, avg_reader_cost: 0.01077 s, avg_batch_cost: 0.38021 s, avg_samples: 256.0, ips: 673.31386 samples/s, eta: 2:12:30 +[2025/07/23 07:45:43] openrec INFO: epoch: [49/60], global_step: 80830, lr: 0.000050, loss: 0.142222, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.40035 s, avg_samples: 256.0, ips: 639.44784 samples/s, eta: 2:12:25 +[2025/07/23 07:45:47] openrec INFO: epoch: [49/60], global_step: 80840, lr: 0.000050, loss: 0.166047, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.39036 s, avg_samples: 256.0, ips: 655.80170 samples/s, eta: 2:12:21 +[2025/07/23 07:45:51] openrec INFO: epoch: [49/60], global_step: 80850, lr: 0.000050, loss: 0.167865, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.41169 s, avg_samples: 256.0, ips: 621.82866 samples/s, eta: 2:12:16 +[2025/07/23 07:45:55] openrec INFO: epoch: [49/60], global_step: 80860, lr: 0.000050, loss: 0.190633, avg_reader_cost: 0.01124 s, avg_batch_cost: 0.42722 s, avg_samples: 256.0, ips: 599.22083 samples/s, eta: 2:12:12 +[2025/07/23 07:45:59] openrec INFO: epoch: [49/60], global_step: 80870, lr: 0.000050, loss: 0.171686, avg_reader_cost: 0.01081 s, avg_batch_cost: 0.41976 s, avg_samples: 256.0, ips: 609.87451 samples/s, eta: 2:12:08 +[2025/07/23 07:46:04] openrec INFO: epoch: [49/60], global_step: 80880, lr: 0.000050, loss: 0.162794, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.40632 s, avg_samples: 256.0, ips: 630.03774 samples/s, eta: 2:12:03 +[2025/07/23 07:46:04] openrec INFO: epoch: [49/60], global_step: 80882, lr: 0.000050, loss: 0.158405, avg_reader_cost: 0.00192 s, avg_batch_cost: 0.08029 s, avg_samples: 51.2, ips: 637.72051 samples/s, eta: 2:12:02 +[2025/07/23 07:46:19] openrec INFO: cur metric, acc: 0.9439845461589618, norm_edit_dis: 0.978519011945793, num_samples: 7248, fps: 531.8066662113703 +[2025/07/23 07:46:19] openrec INFO: best metric, acc: 0.9457781443904827, norm_edit_dis: 0.9785950711865261, num_samples: 7248, fps: 2800.7004803520003, best_epoch: 49 +[2025/07/23 07:46:21] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 07:46:21] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_49.pth +[2025/07/23 07:46:21] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep10/gpu1_ep10 +[2025/07/23 07:46:21] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep10/gpu2_ep10 +[2025/07/23 07:46:21] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep10/gpu0_ep10 +[2025/07/23 07:46:21] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep10/gpu3_ep10 +[2025/07/23 07:46:31] openrec INFO: 0 +[2025/07/23 07:46:31] openrec INFO: 790915 +[2025/07/23 07:46:31] openrec INFO: 961377 +[2025/07/23 07:46:31] openrec INFO: 668063 +[2025/07/23 07:46:31] openrec INFO: 997380 +[2025/07/23 07:46:36] openrec INFO: epoch: [50/60], global_step: 80890, lr: 0.000050, loss: 0.158405, avg_reader_cost: 2.88487 s, avg_batch_cost: 3.19653 s, avg_samples: 204.8, ips: 64.06941 samples/s, eta: 1:33:38 +[2025/07/23 07:46:41] openrec INFO: epoch: [50/60], global_step: 80900, lr: 0.000050, loss: 0.159632, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.43245 s, avg_samples: 256.0, ips: 591.97287 samples/s, eta: 1:33:34 +[2025/07/23 07:46:45] openrec INFO: epoch: [50/60], global_step: 80910, lr: 0.000049, loss: 0.164183, avg_reader_cost: 0.01127 s, avg_batch_cost: 0.43559 s, avg_samples: 256.0, ips: 587.70656 samples/s, eta: 1:33:29 +[2025/07/23 07:46:49] openrec INFO: epoch: [50/60], global_step: 80920, lr: 0.000049, loss: 0.182898, avg_reader_cost: 0.01109 s, avg_batch_cost: 0.43160 s, avg_samples: 256.0, ips: 593.13538 samples/s, eta: 1:33:25 +[2025/07/23 07:46:54] openrec INFO: epoch: [50/60], global_step: 80930, lr: 0.000049, loss: 0.175988, avg_reader_cost: 0.01138 s, avg_batch_cost: 0.42495 s, avg_samples: 256.0, ips: 602.42787 samples/s, eta: 1:33:21 +[2025/07/23 07:46:58] openrec INFO: epoch: [50/60], global_step: 80940, lr: 0.000049, loss: 0.155013, avg_reader_cost: 0.01156 s, avg_batch_cost: 0.44518 s, avg_samples: 256.0, ips: 575.04228 samples/s, eta: 1:33:16 +[2025/07/23 07:47:02] openrec INFO: epoch: [50/60], global_step: 80950, lr: 0.000049, loss: 0.187119, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.43297 s, avg_samples: 256.0, ips: 591.27045 samples/s, eta: 1:33:12 +[2025/07/23 07:47:07] openrec INFO: epoch: [50/60], global_step: 80960, lr: 0.000049, loss: 0.149717, avg_reader_cost: 0.01173 s, avg_batch_cost: 0.43674 s, avg_samples: 256.0, ips: 586.16073 samples/s, eta: 1:33:08 +[2025/07/23 07:47:11] openrec INFO: epoch: [50/60], global_step: 80970, lr: 0.000049, loss: 0.152530, avg_reader_cost: 0.01095 s, avg_batch_cost: 0.43243 s, avg_samples: 256.0, ips: 592.00074 samples/s, eta: 1:33:03 +[2025/07/23 07:47:15] openrec INFO: epoch: [50/60], global_step: 80980, lr: 0.000049, loss: 0.179922, avg_reader_cost: 0.01182 s, avg_batch_cost: 0.43324 s, avg_samples: 256.0, ips: 590.90280 samples/s, eta: 1:32:59 +[2025/07/23 07:47:20] openrec INFO: epoch: [50/60], global_step: 80990, lr: 0.000049, loss: 0.177314, avg_reader_cost: 0.01174 s, avg_batch_cost: 0.44440 s, avg_samples: 256.0, ips: 576.05665 samples/s, eta: 1:32:55 +[2025/07/23 07:47:24] openrec INFO: epoch: [50/60], global_step: 81000, lr: 0.000049, loss: 0.179846, avg_reader_cost: 0.01183 s, avg_batch_cost: 0.43827 s, avg_samples: 256.0, ips: 584.11485 samples/s, eta: 1:32:50 +[2025/07/23 07:47:28] openrec INFO: cur metric, acc: 0.9445364225378913, norm_edit_dis: 0.9782667991111468, num_samples: 7248, fps: 2797.283809654909 +[2025/07/23 07:47:28] openrec INFO: best metric, acc: 0.9457781443904827, norm_edit_dis: 0.9785950711865261, num_samples: 7248, fps: 2800.7004803520003, best_epoch: 49 +[2025/07/23 07:47:32] openrec INFO: epoch: [50/60], global_step: 81010, lr: 0.000049, loss: 0.154446, avg_reader_cost: 0.38576 s, avg_batch_cost: 0.80318 s, avg_samples: 256.0, ips: 318.73290 samples/s, eta: 1:32:47 +[2025/07/23 07:47:37] openrec INFO: epoch: [50/60], global_step: 81020, lr: 0.000049, loss: 0.138316, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.43164 s, avg_samples: 256.0, ips: 593.09269 samples/s, eta: 1:32:42 +[2025/07/23 07:47:41] openrec INFO: epoch: [50/60], global_step: 81030, lr: 0.000049, loss: 0.186183, avg_reader_cost: 0.01116 s, avg_batch_cost: 0.44678 s, avg_samples: 256.0, ips: 572.99532 samples/s, eta: 1:32:38 +[2025/07/23 07:47:46] openrec INFO: epoch: [50/60], global_step: 81040, lr: 0.000049, loss: 0.186183, avg_reader_cost: 0.01100 s, avg_batch_cost: 0.43558 s, avg_samples: 256.0, ips: 587.72586 samples/s, eta: 1:32:34 +[2025/07/23 07:47:50] openrec INFO: epoch: [50/60], global_step: 81050, lr: 0.000049, loss: 0.162785, avg_reader_cost: 0.01160 s, avg_batch_cost: 0.44166 s, avg_samples: 256.0, ips: 579.63668 samples/s, eta: 1:32:30 +[2025/07/23 07:47:54] openrec INFO: epoch: [50/60], global_step: 81060, lr: 0.000049, loss: 0.164299, avg_reader_cost: 0.01168 s, avg_batch_cost: 0.44361 s, 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lr: 0.000049, loss: 0.191539, avg_reader_cost: 0.01101 s, avg_batch_cost: 0.43745 s, avg_samples: 256.0, ips: 585.20906 samples/s, eta: 1:32:04 +[2025/07/23 07:48:21] openrec INFO: epoch: [50/60], global_step: 81120, lr: 0.000048, loss: 0.174928, avg_reader_cost: 0.01161 s, avg_batch_cost: 0.44125 s, avg_samples: 256.0, ips: 580.16748 samples/s, eta: 1:31:59 +[2025/07/23 07:48:25] openrec INFO: epoch: [50/60], global_step: 81130, lr: 0.000048, loss: 0.165569, avg_reader_cost: 0.01131 s, avg_batch_cost: 0.43863 s, avg_samples: 256.0, ips: 583.63270 samples/s, eta: 1:31:55 +[2025/07/23 07:48:30] openrec INFO: epoch: [50/60], global_step: 81140, lr: 0.000048, loss: 0.161924, avg_reader_cost: 0.01209 s, avg_batch_cost: 0.43791 s, avg_samples: 256.0, ips: 584.59761 samples/s, eta: 1:31:51 +[2025/07/23 07:48:34] openrec INFO: epoch: [50/60], global_step: 81150, lr: 0.000048, loss: 0.161924, avg_reader_cost: 0.01202 s, avg_batch_cost: 0.44137 s, avg_samples: 256.0, ips: 580.00865 samples/s, eta: 1:31:46 +[2025/07/23 07:48:39] openrec INFO: epoch: [50/60], global_step: 81160, lr: 0.000048, loss: 0.162783, avg_reader_cost: 0.01087 s, avg_batch_cost: 0.43888 s, avg_samples: 256.0, ips: 583.30886 samples/s, eta: 1:31:42 +[2025/07/23 07:48:43] openrec INFO: epoch: [50/60], global_step: 81170, lr: 0.000048, loss: 0.163544, avg_reader_cost: 0.01131 s, avg_batch_cost: 0.43435 s, avg_samples: 256.0, ips: 589.38361 samples/s, eta: 1:31:38 +[2025/07/23 07:48:47] openrec INFO: epoch: [50/60], global_step: 81180, lr: 0.000048, loss: 0.164981, avg_reader_cost: 0.01165 s, avg_batch_cost: 0.43157 s, avg_samples: 256.0, ips: 593.18184 samples/s, eta: 1:31:34 +[2025/07/23 07:48:52] openrec INFO: epoch: [50/60], global_step: 81190, lr: 0.000048, loss: 0.165063, avg_reader_cost: 0.01151 s, avg_batch_cost: 0.44352 s, avg_samples: 256.0, ips: 577.19949 samples/s, eta: 1:31:29 +[2025/07/23 07:48:56] openrec INFO: epoch: [50/60], global_step: 81200, lr: 0.000048, loss: 0.172337, avg_reader_cost: 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INFO: epoch: [50/60], global_step: 81250, lr: 0.000048, loss: 0.173832, avg_reader_cost: 0.01134 s, avg_batch_cost: 0.44285 s, avg_samples: 256.0, ips: 578.07836 samples/s, eta: 1:31:03 +[2025/07/23 07:49:23] openrec INFO: epoch: [50/60], global_step: 81260, lr: 0.000048, loss: 0.165829, avg_reader_cost: 0.01217 s, avg_batch_cost: 0.42935 s, avg_samples: 256.0, ips: 596.25313 samples/s, eta: 1:30:59 +[2025/07/23 07:49:27] openrec INFO: epoch: [50/60], global_step: 81270, lr: 0.000048, loss: 0.164686, avg_reader_cost: 0.01171 s, avg_batch_cost: 0.43691 s, avg_samples: 256.0, ips: 585.93017 samples/s, eta: 1:30:55 +[2025/07/23 07:49:31] openrec INFO: epoch: [50/60], global_step: 81280, lr: 0.000048, loss: 0.162150, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.44555 s, avg_samples: 256.0, ips: 574.56714 samples/s, eta: 1:30:51 +[2025/07/23 07:49:36] openrec INFO: epoch: [50/60], global_step: 81290, lr: 0.000048, loss: 0.156116, avg_reader_cost: 0.01166 s, avg_batch_cost: 0.44080 s, 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eta: 1:30:07 +[2025/07/23 07:50:20] openrec INFO: epoch: [50/60], global_step: 81390, lr: 0.000047, loss: 0.158686, avg_reader_cost: 0.01129 s, avg_batch_cost: 0.43497 s, avg_samples: 256.0, ips: 588.55131 samples/s, eta: 1:30:03 +[2025/07/23 07:50:24] openrec INFO: epoch: [50/60], global_step: 81400, lr: 0.000047, loss: 0.173862, avg_reader_cost: 0.01069 s, avg_batch_cost: 0.44336 s, avg_samples: 256.0, ips: 577.41429 samples/s, eta: 1:29:59 +[2025/07/23 07:50:29] openrec INFO: epoch: [50/60], global_step: 81410, lr: 0.000047, loss: 0.181269, avg_reader_cost: 0.01229 s, avg_batch_cost: 0.43762 s, avg_samples: 256.0, ips: 584.97591 samples/s, eta: 1:29:55 +[2025/07/23 07:50:33] openrec INFO: epoch: [50/60], global_step: 81420, lr: 0.000047, loss: 0.172377, avg_reader_cost: 0.01091 s, avg_batch_cost: 0.43803 s, avg_samples: 256.0, ips: 584.43501 samples/s, eta: 1:29:50 +[2025/07/23 07:50:38] openrec INFO: epoch: [50/60], global_step: 81430, lr: 0.000047, loss: 0.166977, avg_reader_cost: 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INFO: epoch: [50/60], global_step: 81480, lr: 0.000047, loss: 0.159181, avg_reader_cost: 0.01159 s, avg_batch_cost: 0.43793 s, avg_samples: 256.0, ips: 584.57176 samples/s, eta: 1:29:24 +[2025/07/23 07:51:04] openrec INFO: epoch: [50/60], global_step: 81490, lr: 0.000047, loss: 0.164846, avg_reader_cost: 0.01113 s, avg_batch_cost: 0.43728 s, avg_samples: 256.0, ips: 585.44298 samples/s, eta: 1:29:20 +[2025/07/23 07:51:08] openrec INFO: epoch: [50/60], global_step: 81500, lr: 0.000047, loss: 0.164846, avg_reader_cost: 0.01116 s, avg_batch_cost: 0.43827 s, avg_samples: 256.0, ips: 584.10821 samples/s, eta: 1:29:16 +[2025/07/23 07:51:12] openrec INFO: cur metric, acc: 0.9443984534431589, norm_edit_dis: 0.978723960018161, num_samples: 7248, fps: 2793.1300181184056 +[2025/07/23 07:51:12] openrec INFO: best metric, acc: 0.9457781443904827, norm_edit_dis: 0.9785950711865261, num_samples: 7248, fps: 2800.7004803520003, best_epoch: 49 +[2025/07/23 07:51:16] openrec INFO: epoch: [50/60], 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+[2025/07/23 07:52:18] openrec INFO: epoch: [50/60], global_step: 81650, lr: 0.000046, loss: 0.143055, avg_reader_cost: 0.01130 s, avg_batch_cost: 0.43758 s, avg_samples: 256.0, ips: 585.03054 samples/s, eta: 1:28:12 +[2025/07/23 07:52:22] openrec INFO: epoch: [50/60], global_step: 81660, lr: 0.000046, loss: 0.175585, avg_reader_cost: 0.01178 s, avg_batch_cost: 0.44050 s, avg_samples: 256.0, ips: 581.15199 samples/s, eta: 1:28:07 +[2025/07/23 07:52:27] openrec INFO: epoch: [50/60], global_step: 81670, lr: 0.000046, loss: 0.186709, avg_reader_cost: 0.01211 s, avg_batch_cost: 0.43323 s, avg_samples: 256.0, ips: 590.90468 samples/s, eta: 1:28:03 +[2025/07/23 07:52:31] openrec INFO: epoch: [50/60], global_step: 81680, lr: 0.000046, loss: 0.174032, avg_reader_cost: 0.01180 s, avg_batch_cost: 0.44094 s, avg_samples: 256.0, ips: 580.57315 samples/s, eta: 1:27:59 +[2025/07/23 07:52:36] openrec INFO: epoch: [50/60], global_step: 81690, lr: 0.000046, loss: 0.157251, avg_reader_cost: 0.01073 s, 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[50/60], global_step: 81740, lr: 0.000045, loss: 0.164524, avg_reader_cost: 0.01107 s, avg_batch_cost: 0.44131 s, avg_samples: 256.0, ips: 580.08689 samples/s, eta: 1:27:33 +[2025/07/23 07:53:02] openrec INFO: epoch: [50/60], global_step: 81750, lr: 0.000045, loss: 0.158855, avg_reader_cost: 0.01207 s, avg_batch_cost: 0.44101 s, avg_samples: 256.0, ips: 580.49019 samples/s, eta: 1:27:29 +[2025/07/23 07:53:07] openrec INFO: epoch: [50/60], global_step: 81760, lr: 0.000045, loss: 0.159871, avg_reader_cost: 0.01149 s, avg_batch_cost: 0.44283 s, avg_samples: 256.0, ips: 578.09377 samples/s, eta: 1:27:24 +[2025/07/23 07:53:11] openrec INFO: epoch: [50/60], global_step: 81770, lr: 0.000045, loss: 0.163960, avg_reader_cost: 0.01116 s, avg_batch_cost: 0.44158 s, avg_samples: 256.0, ips: 579.73536 samples/s, eta: 1:27:20 +[2025/07/23 07:53:15] openrec INFO: epoch: [50/60], global_step: 81780, lr: 0.000045, loss: 0.163960, avg_reader_cost: 0.01166 s, avg_batch_cost: 0.44266 s, avg_samples: 256.0, ips: 578.32704 samples/s, eta: 1:27:16 +[2025/07/23 07:53:20] openrec INFO: epoch: [50/60], global_step: 81790, lr: 0.000045, loss: 0.171180, avg_reader_cost: 0.01183 s, avg_batch_cost: 0.43517 s, avg_samples: 256.0, ips: 588.27806 samples/s, eta: 1:27:11 +[2025/07/23 07:53:24] openrec INFO: epoch: [50/60], global_step: 81800, lr: 0.000045, loss: 0.164542, avg_reader_cost: 0.01179 s, avg_batch_cost: 0.43748 s, avg_samples: 256.0, ips: 585.16964 samples/s, eta: 1:27:07 +[2025/07/23 07:53:29] openrec INFO: epoch: [50/60], global_step: 81810, lr: 0.000045, loss: 0.161249, avg_reader_cost: 0.01183 s, avg_batch_cost: 0.43992 s, avg_samples: 256.0, ips: 581.92560 samples/s, eta: 1:27:03 +[2025/07/23 07:53:33] openrec INFO: epoch: [50/60], global_step: 81820, lr: 0.000045, loss: 0.155910, avg_reader_cost: 0.01100 s, avg_batch_cost: 0.43245 s, avg_samples: 256.0, ips: 591.97558 samples/s, eta: 1:26:59 +[2025/07/23 07:53:37] openrec INFO: epoch: [50/60], global_step: 81830, lr: 0.000045, loss: 0.162974, avg_reader_cost: 0.01149 s, avg_batch_cost: 0.44076 s, avg_samples: 256.0, ips: 580.80862 samples/s, eta: 1:26:54 +[2025/07/23 07:53:42] openrec INFO: epoch: [50/60], global_step: 81840, lr: 0.000045, loss: 0.183062, avg_reader_cost: 0.01165 s, avg_batch_cost: 0.44448 s, avg_samples: 256.0, ips: 575.95632 samples/s, eta: 1:26:50 +[2025/07/23 07:53:46] openrec INFO: epoch: [50/60], global_step: 81850, lr: 0.000045, loss: 0.181193, avg_reader_cost: 0.01125 s, avg_batch_cost: 0.43942 s, avg_samples: 256.0, ips: 582.58631 samples/s, eta: 1:26:46 +[2025/07/23 07:54:03] openrec INFO: epoch: [50/60], global_step: 81860, lr: 0.000045, loss: 0.164548, avg_reader_cost: 0.01178 s, avg_batch_cost: 1.63886 s, avg_samples: 256.0, ips: 156.20644 samples/s, eta: 1:26:43 +[2025/07/23 07:54:06] openrec INFO: epoch: [50/60], global_step: 81870, lr: 0.000045, loss: 0.164461, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.38890 s, avg_samples: 256.0, ips: 658.26994 samples/s, eta: 1:26:39 +[2025/07/23 07:54:11] openrec INFO: epoch: [50/60], global_step: 81880, lr: 0.000045, loss: 0.172836, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.40418 s, avg_samples: 256.0, ips: 633.38101 samples/s, eta: 1:26:34 +[2025/07/23 07:54:15] openrec INFO: epoch: [50/60], global_step: 81890, lr: 0.000045, loss: 0.185027, avg_reader_cost: 0.01136 s, avg_batch_cost: 0.41613 s, avg_samples: 256.0, ips: 615.19861 samples/s, eta: 1:26:30 +[2025/07/23 07:54:18] openrec INFO: epoch: [50/60], global_step: 81900, lr: 0.000045, loss: 0.152711, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.36279 s, avg_samples: 256.0, ips: 705.64867 samples/s, eta: 1:26:26 +[2025/07/23 07:54:22] openrec INFO: epoch: [50/60], global_step: 81910, lr: 0.000045, loss: 0.145201, avg_reader_cost: 0.01063 s, avg_batch_cost: 0.37886 s, avg_samples: 256.0, ips: 675.70365 samples/s, eta: 1:26:21 +[2025/07/23 07:54:26] openrec INFO: epoch: [50/60], global_step: 81920, lr: 0.000045, loss: 0.148271, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.36768 s, avg_samples: 256.0, ips: 696.26569 samples/s, eta: 1:26:17 +[2025/07/23 07:54:30] openrec INFO: epoch: [50/60], global_step: 81930, lr: 0.000045, loss: 0.168048, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.38990 s, avg_samples: 256.0, ips: 656.57645 samples/s, eta: 1:26:12 +[2025/07/23 07:54:33] openrec INFO: epoch: [50/60], global_step: 81940, lr: 0.000045, loss: 0.171632, avg_reader_cost: 0.01112 s, avg_batch_cost: 0.37436 s, avg_samples: 256.0, ips: 683.83267 samples/s, eta: 1:26:08 +[2025/07/23 07:54:38] openrec INFO: epoch: [50/60], global_step: 81950, lr: 0.000044, loss: 0.167356, avg_reader_cost: 0.01101 s, avg_batch_cost: 0.41980 s, avg_samples: 256.0, ips: 609.81296 samples/s, eta: 1:26:04 +[2025/07/23 07:54:41] openrec INFO: epoch: [50/60], global_step: 81960, lr: 0.000044, loss: 0.169689, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.37755 s, avg_samples: 256.0, ips: 678.04706 samples/s, eta: 1:25:59 +[2025/07/23 07:54:46] openrec INFO: epoch: [50/60], global_step: 81970, lr: 0.000044, loss: 0.166151, avg_reader_cost: 0.01116 s, avg_batch_cost: 0.41716 s, avg_samples: 256.0, ips: 613.67662 samples/s, eta: 1:25:55 +[2025/07/23 07:54:50] openrec INFO: epoch: [50/60], global_step: 81980, lr: 0.000044, loss: 0.148387, avg_reader_cost: 0.01111 s, avg_batch_cost: 0.42585 s, avg_samples: 256.0, ips: 601.14662 samples/s, eta: 1:25:51 +[2025/07/23 07:54:54] openrec INFO: epoch: [50/60], global_step: 81990, lr: 0.000044, loss: 0.150699, avg_reader_cost: 0.01212 s, avg_batch_cost: 0.43793 s, avg_samples: 256.0, ips: 584.56728 samples/s, eta: 1:25:46 +[2025/07/23 07:54:59] openrec INFO: epoch: [50/60], global_step: 82000, lr: 0.000044, loss: 0.162932, avg_reader_cost: 0.01129 s, avg_batch_cost: 0.42117 s, avg_samples: 256.0, ips: 607.82390 samples/s, eta: 1:25:42 +[2025/07/23 07:55:02] openrec INFO: cur metric, acc: 0.9464679898641446, norm_edit_dis: 0.9793178174160195, num_samples: 7248, fps: 2801.559179789393 +[2025/07/23 07:55:03] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 07:55:03] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.9793178174160195, num_samples: 7248, fps: 2801.559179789393, best_epoch: 50 +[2025/07/23 07:55:07] openrec INFO: epoch: [50/60], global_step: 82010, lr: 0.000044, loss: 0.176305, avg_reader_cost: 0.43908 s, avg_batch_cost: 0.84646 s, avg_samples: 256.0, ips: 302.43445 samples/s, eta: 1:25:38 +[2025/07/23 07:55:11] openrec INFO: epoch: [50/60], global_step: 82020, lr: 0.000044, loss: 0.162887, avg_reader_cost: 0.01163 s, avg_batch_cost: 0.39986 s, avg_samples: 256.0, ips: 640.22171 samples/s, eta: 1:25:34 +[2025/07/23 07:55:15] openrec INFO: epoch: [50/60], global_step: 82030, lr: 0.000044, loss: 0.157601, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.38187 s, avg_samples: 256.0, ips: 670.38842 samples/s, eta: 1:25:29 +[2025/07/23 07:55:19] openrec INFO: epoch: [50/60], global_step: 82040, lr: 0.000044, loss: 0.170545, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.38631 s, avg_samples: 256.0, ips: 662.68791 samples/s, eta: 1:25:25 +[2025/07/23 07:55:23] openrec INFO: epoch: [50/60], global_step: 82050, lr: 0.000044, loss: 0.168325, avg_reader_cost: 0.01134 s, avg_batch_cost: 0.39737 s, avg_samples: 256.0, ips: 644.23809 samples/s, eta: 1:25:21 +[2025/07/23 07:55:26] openrec INFO: epoch: [50/60], global_step: 82060, lr: 0.000044, loss: 0.170780, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.37139 s, avg_samples: 256.0, ips: 689.29875 samples/s, eta: 1:25:16 +[2025/07/23 07:55:29] openrec INFO: epoch: [50/60], global_step: 82066, lr: 0.000044, loss: 0.176240, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.22126 s, avg_samples: 153.6, ips: 694.19372 samples/s, eta: 1:25:14 +[2025/07/23 07:55:44] openrec INFO: cur metric, acc: 0.9432947006852999, norm_edit_dis: 0.9789151644575, num_samples: 7248, fps: 527.7237195012272 +[2025/07/23 07:55:44] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.9793178174160195, num_samples: 7248, fps: 2801.559179789393, best_epoch: 50 +[2025/07/23 07:55:45] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 07:55:46] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_50.pth +[2025/07/23 07:55:46] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep11/gpu0_ep11 +[2025/07/23 07:55:46] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep11/gpu1_ep11 +[2025/07/23 07:55:46] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep11/gpu2_ep11 +[2025/07/23 07:55:46] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep11/gpu3_ep11 +[2025/07/23 07:55:55] openrec INFO: 0 +[2025/07/23 07:55:55] openrec INFO: 791519 +[2025/07/23 07:55:55] openrec INFO: 961471 +[2025/07/23 07:55:55] openrec INFO: 666610 +[2025/07/23 07:55:55] openrec INFO: 996243 +[2025/07/23 07:55:59] openrec INFO: epoch: [51/60], global_step: 82070, lr: 0.000044, loss: 0.152074, avg_reader_cost: 2.91045 s, avg_batch_cost: 3.07097 s, avg_samples: 102.4, ips: 33.34447 samples/s, eta: 2:00:17 +[2025/07/23 07:56:03] openrec INFO: epoch: [51/60], global_step: 82080, lr: 0.000044, loss: 0.144957, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.40532 s, avg_samples: 256.0, ips: 631.59660 samples/s, eta: 2:00:13 +[2025/07/23 07:56:07] openrec INFO: epoch: [51/60], global_step: 82090, lr: 0.000044, loss: 0.153061, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.35794 s, avg_samples: 256.0, ips: 715.19675 samples/s, eta: 2:00:08 +[2025/07/23 07:56:11] openrec INFO: epoch: [51/60], global_step: 82100, lr: 0.000044, loss: 0.153720, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.36432 s, avg_samples: 256.0, ips: 702.67102 samples/s, eta: 2:00:04 +[2025/07/23 07:56:14] openrec INFO: epoch: [51/60], global_step: 82110, lr: 0.000044, loss: 0.168153, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.36353 s, avg_samples: 256.0, ips: 704.21255 samples/s, eta: 1:59:59 +[2025/07/23 07:56:18] openrec INFO: epoch: [51/60], global_step: 82120, lr: 0.000044, loss: 0.173336, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.35556 s, avg_samples: 256.0, ips: 719.98126 samples/s, eta: 1:59:55 +[2025/07/23 07:56:22] openrec INFO: epoch: [51/60], global_step: 82130, lr: 0.000044, loss: 0.149394, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.36138 s, avg_samples: 256.0, ips: 708.38614 samples/s, eta: 1:59:50 +[2025/07/23 07:56:25] openrec INFO: epoch: [51/60], global_step: 82140, lr: 0.000044, loss: 0.134201, avg_reader_cost: 0.00865 s, avg_batch_cost: 0.36120 s, avg_samples: 256.0, ips: 708.74862 samples/s, eta: 1:59:46 +[2025/07/23 07:56:29] openrec INFO: epoch: [51/60], global_step: 82150, lr: 0.000044, loss: 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+[2025/07/23 07:56:47] openrec INFO: epoch: [51/60], global_step: 82200, lr: 0.000043, loss: 0.147114, avg_reader_cost: 0.01086 s, avg_batch_cost: 0.34580 s, avg_samples: 256.0, ips: 740.30646 samples/s, eta: 1:59:19 +[2025/07/23 07:56:51] openrec INFO: epoch: [51/60], global_step: 82210, lr: 0.000043, loss: 0.163648, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.34873 s, avg_samples: 256.0, ips: 734.09942 samples/s, eta: 1:59:15 +[2025/07/23 07:56:54] openrec INFO: epoch: [51/60], global_step: 82220, lr: 0.000043, loss: 0.155934, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.36493 s, avg_samples: 256.0, ips: 701.51144 samples/s, eta: 1:59:10 +[2025/07/23 07:56:58] openrec INFO: epoch: [51/60], global_step: 82230, lr: 0.000043, loss: 0.142250, avg_reader_cost: 0.00895 s, avg_batch_cost: 0.37816 s, avg_samples: 256.0, ips: 676.96713 samples/s, eta: 1:59:06 +[2025/07/23 07:57:02] openrec INFO: epoch: [51/60], global_step: 82240, lr: 0.000043, loss: 0.144859, avg_reader_cost: 0.01059 s, 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+[2025/07/23 07:58:13] openrec INFO: epoch: [51/60], global_step: 82430, lr: 0.000042, loss: 0.161509, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.38628 s, avg_samples: 256.0, ips: 662.73344 samples/s, eta: 1:57:37 +[2025/07/23 07:58:17] openrec INFO: epoch: [51/60], global_step: 82440, lr: 0.000042, loss: 0.157671, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.38233 s, avg_samples: 256.0, ips: 669.57770 samples/s, eta: 1:57:33 +[2025/07/23 07:58:21] openrec INFO: epoch: [51/60], global_step: 82450, lr: 0.000042, loss: 0.163867, avg_reader_cost: 0.01068 s, avg_batch_cost: 0.38123 s, avg_samples: 256.0, ips: 671.50220 samples/s, eta: 1:57:28 +[2025/07/23 07:58:24] openrec INFO: epoch: [51/60], global_step: 82460, lr: 0.000042, loss: 0.150213, avg_reader_cost: 0.00905 s, avg_batch_cost: 0.35972 s, avg_samples: 256.0, ips: 711.67172 samples/s, eta: 1:57:24 +[2025/07/23 07:58:28] openrec INFO: epoch: [51/60], global_step: 82470, lr: 0.000042, loss: 0.147561, avg_reader_cost: 0.01002 s, 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INFO: epoch: [51/60], global_step: 82920, lr: 0.000040, loss: 0.166091, avg_reader_cost: 0.00865 s, avg_batch_cost: 0.36237 s, avg_samples: 256.0, ips: 706.46431 samples/s, eta: 1:54:01 +[2025/07/23 08:01:28] openrec INFO: epoch: [51/60], global_step: 82930, lr: 0.000040, loss: 0.165106, avg_reader_cost: 0.01081 s, avg_batch_cost: 0.36865 s, avg_samples: 256.0, ips: 694.43251 samples/s, eta: 1:53:57 +[2025/07/23 08:01:31] openrec INFO: epoch: [51/60], global_step: 82940, lr: 0.000040, loss: 0.167328, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.38395 s, avg_samples: 256.0, ips: 666.75970 samples/s, eta: 1:53:52 +[2025/07/23 08:01:36] openrec INFO: epoch: [51/60], global_step: 82950, lr: 0.000040, loss: 0.171455, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.41385 s, avg_samples: 256.0, ips: 618.58140 samples/s, eta: 1:53:48 +[2025/07/23 08:01:39] openrec INFO: epoch: [51/60], global_step: 82960, lr: 0.000040, loss: 0.165525, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.36558 s, 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08:02:31] openrec INFO: epoch: [51/60], global_step: 83090, lr: 0.000039, loss: 0.154333, avg_reader_cost: 0.01043 s, avg_batch_cost: 0.37952 s, avg_samples: 256.0, ips: 674.53895 samples/s, eta: 1:52:46 +[2025/07/23 08:02:34] openrec INFO: epoch: [51/60], global_step: 83100, lr: 0.000039, loss: 0.143057, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.35158 s, avg_samples: 256.0, ips: 728.13887 samples/s, eta: 1:52:42 +[2025/07/23 08:02:38] openrec INFO: epoch: [51/60], global_step: 83110, lr: 0.000039, loss: 0.149643, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.38931 s, avg_samples: 256.0, ips: 657.57760 samples/s, eta: 1:52:38 +[2025/07/23 08:02:42] openrec INFO: epoch: [51/60], global_step: 83120, lr: 0.000039, loss: 0.161954, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.37341 s, avg_samples: 256.0, ips: 685.57256 samples/s, eta: 1:52:33 +[2025/07/23 08:02:45] openrec INFO: epoch: [51/60], global_step: 83130, lr: 0.000039, loss: 0.166290, avg_reader_cost: 0.00993 s, 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[51/60], global_step: 83180, lr: 0.000039, loss: 0.147470, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.37962 s, avg_samples: 256.0, ips: 674.35356 samples/s, eta: 1:52:07 +[2025/07/23 08:03:08] openrec INFO: epoch: [51/60], global_step: 83190, lr: 0.000039, loss: 0.145977, avg_reader_cost: 0.00875 s, avg_batch_cost: 0.36415 s, avg_samples: 256.0, ips: 703.00056 samples/s, eta: 1:52:02 +[2025/07/23 08:03:12] openrec INFO: epoch: [51/60], global_step: 83200, lr: 0.000039, loss: 0.152579, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.38002 s, avg_samples: 256.0, ips: 673.65273 samples/s, eta: 1:51:58 +[2025/07/23 08:03:15] openrec INFO: epoch: [51/60], global_step: 83210, lr: 0.000039, loss: 0.152579, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.35766 s, avg_samples: 256.0, ips: 715.76523 samples/s, eta: 1:51:53 +[2025/07/23 08:03:19] openrec INFO: epoch: [51/60], global_step: 83220, lr: 0.000039, loss: 0.141425, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.37534 s, avg_samples: 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+[2025/07/23 08:03:56] openrec INFO: epoch: [51/60], global_step: 83320, lr: 0.000038, loss: 0.152174, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.37122 s, avg_samples: 256.0, ips: 689.61626 samples/s, eta: 1:51:05 +[2025/07/23 08:04:00] openrec INFO: epoch: [51/60], global_step: 83330, lr: 0.000038, loss: 0.159294, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.37531 s, avg_samples: 256.0, ips: 682.09965 samples/s, eta: 1:51:00 +[2025/07/23 08:04:04] openrec INFO: epoch: [51/60], global_step: 83340, lr: 0.000038, loss: 0.168185, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.35468 s, avg_samples: 256.0, ips: 721.77788 samples/s, eta: 1:50:56 +[2025/07/23 08:04:07] openrec INFO: epoch: [51/60], global_step: 83350, lr: 0.000038, loss: 0.154961, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.36200 s, avg_samples: 256.0, ips: 707.17852 samples/s, eta: 1:50:51 +[2025/07/23 08:04:11] openrec INFO: epoch: [51/60], global_step: 83360, lr: 0.000038, loss: 0.153682, avg_reader_cost: 0.00965 s, 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loss: 0.149589, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.38718 s, avg_samples: 256.0, ips: 661.18284 samples/s, eta: 1:49:45 +[2025/07/23 08:05:08] openrec INFO: cur metric, acc: 0.9452262680115532, norm_edit_dis: 0.978515304476238, num_samples: 7248, fps: 2788.338792122511 +[2025/07/23 08:05:08] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.9793178174160195, num_samples: 7248, fps: 2801.559179789393, best_epoch: 50 +[2025/07/23 08:05:12] openrec INFO: epoch: [51/60], global_step: 83510, lr: 0.000037, loss: 0.151394, avg_reader_cost: 0.38120 s, avg_batch_cost: 0.72016 s, avg_samples: 256.0, ips: 355.47507 samples/s, eta: 1:49:41 +[2025/07/23 08:05:15] openrec INFO: epoch: [51/60], global_step: 83520, lr: 0.000037, loss: 0.153544, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.35369 s, avg_samples: 256.0, ips: 723.79401 samples/s, eta: 1:49:37 +[2025/07/23 08:05:19] openrec INFO: epoch: [51/60], global_step: 83530, lr: 0.000037, loss: 0.147996, 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08:05:53] openrec INFO: epoch: [51/60], global_step: 83580, lr: 0.000037, loss: 0.163218, avg_reader_cost: 0.01078 s, avg_batch_cost: 0.37899 s, avg_samples: 256.0, ips: 675.48465 samples/s, eta: 1:49:13 +[2025/07/23 08:05:57] openrec INFO: epoch: [51/60], global_step: 83590, lr: 0.000037, loss: 0.161781, avg_reader_cost: 0.01102 s, avg_batch_cost: 0.39126 s, avg_samples: 256.0, ips: 654.30255 samples/s, eta: 1:49:09 +[2025/07/23 08:06:00] openrec INFO: epoch: [51/60], global_step: 83600, lr: 0.000037, loss: 0.167516, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.39183 s, avg_samples: 256.0, ips: 653.34231 samples/s, eta: 1:49:04 +[2025/07/23 08:06:04] openrec INFO: epoch: [51/60], global_step: 83610, lr: 0.000037, loss: 0.166326, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.38077 s, avg_samples: 256.0, ips: 672.31919 samples/s, eta: 1:49:00 +[2025/07/23 08:06:08] openrec INFO: epoch: [51/60], global_step: 83620, lr: 0.000037, loss: 0.143649, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.38021 s, avg_samples: 256.0, ips: 673.31774 samples/s, eta: 1:48:56 +[2025/07/23 08:06:12] openrec INFO: epoch: [51/60], global_step: 83630, lr: 0.000037, loss: 0.143649, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.38379 s, avg_samples: 256.0, ips: 667.02943 samples/s, eta: 1:48:51 +[2025/07/23 08:06:16] openrec INFO: epoch: [51/60], global_step: 83640, lr: 0.000037, loss: 0.137067, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.36206 s, avg_samples: 256.0, ips: 707.05577 samples/s, eta: 1:48:47 +[2025/07/23 08:06:19] openrec INFO: epoch: [51/60], global_step: 83650, lr: 0.000037, loss: 0.155227, avg_reader_cost: 0.00911 s, avg_batch_cost: 0.37762 s, avg_samples: 256.0, ips: 677.93515 samples/s, eta: 1:48:42 +[2025/07/23 08:06:23] openrec INFO: epoch: [51/60], global_step: 83660, lr: 0.000037, loss: 0.156453, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.36348 s, avg_samples: 256.0, ips: 704.30549 samples/s, eta: 1:48:38 +[2025/07/23 08:06:27] openrec INFO: epoch: [51/60], global_step: 83670, lr: 0.000037, loss: 0.150832, avg_reader_cost: 0.01154 s, avg_batch_cost: 0.42386 s, avg_samples: 256.0, ips: 603.97447 samples/s, eta: 1:48:34 +[2025/07/23 08:06:31] openrec INFO: epoch: [51/60], global_step: 83680, lr: 0.000037, loss: 0.141039, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.37671 s, avg_samples: 256.0, ips: 679.57393 samples/s, eta: 1:48:29 +[2025/07/23 08:06:35] openrec INFO: epoch: [51/60], global_step: 83690, lr: 0.000037, loss: 0.132654, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.36750 s, avg_samples: 256.0, ips: 696.60678 samples/s, eta: 1:48:25 +[2025/07/23 08:06:39] openrec INFO: epoch: [51/60], global_step: 83700, lr: 0.000037, loss: 0.125885, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.38429 s, avg_samples: 256.0, ips: 666.17159 samples/s, eta: 1:48:20 +[2025/07/23 08:06:43] openrec INFO: epoch: [51/60], global_step: 83710, lr: 0.000037, loss: 0.151296, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.41908 s, avg_samples: 256.0, ips: 610.85950 samples/s, eta: 1:48:16 +[2025/07/23 08:06:46] openrec INFO: epoch: [51/60], global_step: 83720, lr: 0.000037, loss: 0.159741, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.36286 s, avg_samples: 256.0, ips: 705.51263 samples/s, eta: 1:48:11 +[2025/07/23 08:06:50] openrec INFO: epoch: [51/60], global_step: 83730, lr: 0.000036, loss: 0.166381, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.37476 s, avg_samples: 256.0, ips: 683.11031 samples/s, eta: 1:48:07 +[2025/07/23 08:06:53] openrec INFO: epoch: [51/60], global_step: 83736, lr: 0.000036, loss: 0.172522, avg_reader_cost: 0.00666 s, avg_batch_cost: 0.24116 s, avg_samples: 153.6, ips: 636.92366 samples/s, eta: 1:48:04 +[2025/07/23 08:07:08] openrec INFO: cur metric, acc: 0.9459161134852151, norm_edit_dis: 0.9791664216620529, num_samples: 7248, fps: 533.0419154213633 +[2025/07/23 08:07:08] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.9793178174160195, num_samples: 7248, fps: 2801.559179789393, best_epoch: 50 +[2025/07/23 08:07:09] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 08:07:10] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_51.pth +[2025/07/23 08:07:10] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep12/gpu0_ep12 +[2025/07/23 08:07:10] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep12/gpu1_ep12 +[2025/07/23 08:07:10] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep12/gpu3_ep12 +[2025/07/23 08:07:10] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep12/gpu2_ep12 +[2025/07/23 08:07:19] openrec INFO: 0 +[2025/07/23 08:07:19] openrec INFO: 789493 +[2025/07/23 08:07:19] openrec INFO: 960843 +[2025/07/23 08:07:19] openrec INFO: 666344 +[2025/07/23 08:07:19] openrec INFO: 998321 +[2025/07/23 08:07:23] openrec INFO: epoch: [52/60], global_step: 83740, lr: 0.000036, loss: 0.172522, avg_reader_cost: 2.89064 s, avg_batch_cost: 3.03449 s, avg_samples: 102.4, ips: 33.74538 samples/s, eta: 1:48:08 +[2025/07/23 08:07:27] openrec INFO: epoch: [52/60], global_step: 83750, lr: 0.000036, loss: 0.167613, avg_reader_cost: 0.01134 s, avg_batch_cost: 0.38396 s, avg_samples: 256.0, ips: 666.73387 samples/s, eta: 1:48:03 +[2025/07/23 08:07:30] openrec INFO: epoch: [52/60], global_step: 83760, lr: 0.000036, loss: 0.147986, avg_reader_cost: 0.01069 s, avg_batch_cost: 0.35404 s, avg_samples: 256.0, ips: 723.07405 samples/s, eta: 1:47:59 +[2025/07/23 08:07:35] openrec INFO: epoch: [52/60], global_step: 83770, lr: 0.000036, loss: 0.145451, avg_reader_cost: 0.01130 s, avg_batch_cost: 0.41749 s, avg_samples: 256.0, ips: 613.18721 samples/s, eta: 1:47:55 +[2025/07/23 08:07:38] openrec INFO: epoch: [52/60], global_step: 83780, lr: 0.000036, loss: 0.145451, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.39276 s, avg_samples: 256.0, ips: 651.79557 samples/s, eta: 1:47:50 +[2025/07/23 08:07:43] openrec INFO: epoch: [52/60], global_step: 83790, lr: 0.000036, loss: 0.134219, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.42014 s, avg_samples: 256.0, ips: 609.31835 samples/s, eta: 1:47:46 +[2025/07/23 08:07:47] openrec INFO: epoch: [52/60], global_step: 83800, lr: 0.000036, loss: 0.138739, avg_reader_cost: 0.01110 s, avg_batch_cost: 0.41925 s, avg_samples: 256.0, ips: 610.61164 samples/s, eta: 1:47:42 +[2025/07/23 08:07:51] openrec INFO: epoch: [52/60], global_step: 83810, lr: 0.000036, loss: 0.157168, avg_reader_cost: 0.01092 s, avg_batch_cost: 0.43947 s, avg_samples: 256.0, ips: 582.52244 samples/s, eta: 1:47:37 +[2025/07/23 08:07:55] openrec INFO: epoch: [52/60], global_step: 83820, lr: 0.000036, loss: 0.148493, avg_reader_cost: 0.01190 s, avg_batch_cost: 0.41101 s, avg_samples: 256.0, ips: 622.85155 samples/s, eta: 1:47:33 +[2025/07/23 08:08:00] openrec INFO: epoch: [52/60], global_step: 83830, lr: 0.000036, loss: 0.161896, avg_reader_cost: 0.01115 s, avg_batch_cost: 0.41213 s, avg_samples: 256.0, ips: 621.16693 samples/s, eta: 1:47:29 +[2025/07/23 08:08:04] openrec INFO: epoch: [52/60], global_step: 83840, lr: 0.000036, loss: 0.177822, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.40878 s, avg_samples: 256.0, ips: 626.25077 samples/s, eta: 1:47:24 +[2025/07/23 08:08:08] openrec INFO: epoch: [52/60], global_step: 83850, lr: 0.000036, loss: 0.150854, avg_reader_cost: 0.01122 s, avg_batch_cost: 0.41369 s, avg_samples: 256.0, ips: 618.81979 samples/s, eta: 1:47:20 +[2025/07/23 08:08:12] openrec INFO: epoch: [52/60], global_step: 83860, lr: 0.000036, loss: 0.148371, avg_reader_cost: 0.01181 s, avg_batch_cost: 0.41168 s, avg_samples: 256.0, ips: 621.84252 samples/s, eta: 1:47:16 +[2025/07/23 08:08:16] openrec INFO: epoch: [52/60], global_step: 83870, lr: 0.000036, loss: 0.151586, avg_reader_cost: 0.01104 s, 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[52/60], global_step: 83920, lr: 0.000036, loss: 0.146694, avg_reader_cost: 0.00955 s, avg_batch_cost: 0.35970 s, avg_samples: 256.0, ips: 711.70111 samples/s, eta: 1:46:49 +[2025/07/23 08:08:40] openrec INFO: epoch: [52/60], global_step: 83930, lr: 0.000036, loss: 0.140050, avg_reader_cost: 0.01153 s, avg_batch_cost: 0.41821 s, avg_samples: 256.0, ips: 612.13352 samples/s, eta: 1:46:45 +[2025/07/23 08:08:44] openrec INFO: epoch: [52/60], global_step: 83940, lr: 0.000036, loss: 0.154583, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.39487 s, avg_samples: 256.0, ips: 648.31644 samples/s, eta: 1:46:41 +[2025/07/23 08:08:48] openrec INFO: epoch: [52/60], global_step: 83950, lr: 0.000036, loss: 0.165543, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.42284 s, avg_samples: 256.0, ips: 605.42671 samples/s, eta: 1:46:36 +[2025/07/23 08:08:53] openrec INFO: epoch: [52/60], global_step: 83960, lr: 0.000036, loss: 0.154429, avg_reader_cost: 0.01170 s, avg_batch_cost: 0.43034 s, avg_samples: 256.0, ips: 594.87372 samples/s, eta: 1:46:32 +[2025/07/23 08:08:57] openrec INFO: epoch: [52/60], global_step: 83970, lr: 0.000035, loss: 0.140533, avg_reader_cost: 0.01043 s, avg_batch_cost: 0.40720 s, avg_samples: 256.0, ips: 628.68244 samples/s, eta: 1:46:27 +[2025/07/23 08:09:01] openrec INFO: epoch: [52/60], global_step: 83980, lr: 0.000035, loss: 0.142468, avg_reader_cost: 0.01210 s, avg_batch_cost: 0.42515 s, avg_samples: 256.0, ips: 602.14641 samples/s, eta: 1:46:23 +[2025/07/23 08:09:05] openrec INFO: epoch: [52/60], global_step: 83990, lr: 0.000035, loss: 0.142580, avg_reader_cost: 0.01130 s, avg_batch_cost: 0.41213 s, avg_samples: 256.0, ips: 621.15716 samples/s, eta: 1:46:19 +[2025/07/23 08:09:09] openrec INFO: epoch: [52/60], global_step: 84000, lr: 0.000035, loss: 0.142830, avg_reader_cost: 0.01092 s, avg_batch_cost: 0.42972 s, avg_samples: 256.0, ips: 595.74288 samples/s, eta: 1:46:14 +[2025/07/23 08:09:13] openrec INFO: cur metric, acc: 0.9431567315905675, norm_edit_dis: 0.9776840615969742, num_samples: 7248, fps: 2815.780786330119 +[2025/07/23 08:09:13] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.9793178174160195, num_samples: 7248, fps: 2801.559179789393, best_epoch: 50 +[2025/07/23 08:09:17] openrec INFO: epoch: [52/60], global_step: 84010, lr: 0.000035, loss: 0.169913, avg_reader_cost: 0.37699 s, avg_batch_cost: 0.76052 s, avg_samples: 256.0, ips: 336.61248 samples/s, eta: 1:46:11 +[2025/07/23 08:09:21] openrec INFO: epoch: [52/60], global_step: 84020, lr: 0.000035, loss: 0.174664, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.44060 s, avg_samples: 256.0, ips: 581.02274 samples/s, eta: 1:46:06 +[2025/07/23 08:09:26] openrec INFO: epoch: [52/60], global_step: 84030, lr: 0.000035, loss: 0.169667, avg_reader_cost: 0.01142 s, avg_batch_cost: 0.43317 s, avg_samples: 256.0, ips: 590.99253 samples/s, eta: 1:46:02 +[2025/07/23 08:09:30] openrec INFO: epoch: [52/60], global_step: 84040, lr: 0.000035, loss: 0.150654, avg_reader_cost: 0.01064 s, avg_batch_cost: 0.40820 s, avg_samples: 256.0, ips: 627.14319 samples/s, eta: 1:45:58 +[2025/07/23 08:09:34] openrec INFO: epoch: [52/60], global_step: 84050, lr: 0.000035, loss: 0.155971, avg_reader_cost: 0.01069 s, avg_batch_cost: 0.41108 s, avg_samples: 256.0, ips: 622.75611 samples/s, eta: 1:45:53 +[2025/07/23 08:09:38] openrec INFO: epoch: [52/60], global_step: 84060, lr: 0.000035, loss: 0.160380, avg_reader_cost: 0.01219 s, avg_batch_cost: 0.42568 s, avg_samples: 256.0, ips: 601.39318 samples/s, eta: 1:45:49 +[2025/07/23 08:09:43] openrec INFO: epoch: [52/60], global_step: 84070, lr: 0.000035, loss: 0.134331, avg_reader_cost: 0.01201 s, avg_batch_cost: 0.44319 s, avg_samples: 256.0, ips: 577.63676 samples/s, eta: 1:45:45 +[2025/07/23 08:09:47] openrec INFO: epoch: [52/60], global_step: 84080, lr: 0.000035, loss: 0.142862, avg_reader_cost: 0.01148 s, avg_batch_cost: 0.41220 s, avg_samples: 256.0, ips: 621.05710 samples/s, eta: 1:45:40 +[2025/07/23 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+[2025/07/23 08:11:27] openrec INFO: epoch: [52/60], global_step: 84320, lr: 0.000034, loss: 0.167398, avg_reader_cost: 0.01104 s, avg_batch_cost: 0.39506 s, avg_samples: 256.0, ips: 648.00355 samples/s, eta: 1:43:56 +[2025/07/23 08:11:31] openrec INFO: epoch: [52/60], global_step: 84330, lr: 0.000034, loss: 0.172673, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.40645 s, avg_samples: 256.0, ips: 629.84963 samples/s, eta: 1:43:52 +[2025/07/23 08:11:35] openrec INFO: epoch: [52/60], global_step: 84340, lr: 0.000034, loss: 0.173037, avg_reader_cost: 0.01016 s, avg_batch_cost: 0.40103 s, avg_samples: 256.0, ips: 638.35852 samples/s, eta: 1:43:48 +[2025/07/23 08:11:40] openrec INFO: epoch: [52/60], global_step: 84350, lr: 0.000034, loss: 0.166411, avg_reader_cost: 0.01140 s, avg_batch_cost: 0.43034 s, avg_samples: 256.0, ips: 594.87283 samples/s, eta: 1:43:43 +[2025/07/23 08:11:43] openrec INFO: epoch: [52/60], global_step: 84360, lr: 0.000034, loss: 0.131676, avg_reader_cost: 0.01018 s, 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+[2025/07/23 08:14:54] openrec INFO: epoch: [52/60], global_step: 84810, lr: 0.000032, loss: 0.170977, avg_reader_cost: 0.01148 s, avg_batch_cost: 0.42138 s, avg_samples: 256.0, ips: 607.53044 samples/s, eta: 1:40:24 +[2025/07/23 08:14:58] openrec INFO: epoch: [52/60], global_step: 84820, lr: 0.000032, loss: 0.170337, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.41811 s, avg_samples: 256.0, ips: 612.27761 samples/s, eta: 1:40:19 +[2025/07/23 08:15:02] openrec INFO: epoch: [52/60], global_step: 84830, lr: 0.000032, loss: 0.142667, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.39954 s, avg_samples: 256.0, ips: 640.73647 samples/s, eta: 1:40:15 +[2025/07/23 08:15:06] openrec INFO: epoch: [52/60], global_step: 84840, lr: 0.000032, loss: 0.141599, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.38307 s, avg_samples: 256.0, ips: 668.28468 samples/s, eta: 1:40:11 +[2025/07/23 08:15:10] openrec INFO: epoch: [52/60], global_step: 84850, lr: 0.000032, loss: 0.151441, avg_reader_cost: 0.01043 s, 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loss: 0.124799, avg_reader_cost: 0.01112 s, avg_batch_cost: 0.41337 s, avg_samples: 256.0, ips: 619.29792 samples/s, eta: 1:39:05 +[2025/07/23 08:16:12] openrec INFO: epoch: [52/60], global_step: 85000, lr: 0.000031, loss: 0.141562, avg_reader_cost: 0.01078 s, avg_batch_cost: 0.40738 s, avg_samples: 256.0, ips: 628.40391 samples/s, eta: 1:39:01 +[2025/07/23 08:16:16] openrec INFO: cur metric, acc: 0.9431567315905675, norm_edit_dis: 0.9781096653449582, num_samples: 7248, fps: 2804.790919952651 +[2025/07/23 08:16:16] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.9793178174160195, num_samples: 7248, fps: 2801.559179789393, best_epoch: 50 +[2025/07/23 08:16:20] openrec INFO: epoch: [52/60], global_step: 85010, lr: 0.000031, loss: 0.149203, avg_reader_cost: 0.37669 s, avg_batch_cost: 0.78962 s, avg_samples: 256.0, ips: 324.20776 samples/s, eta: 1:38:57 +[2025/07/23 08:16:24] openrec INFO: epoch: [52/60], global_step: 85020, lr: 0.000031, loss: 0.145603, avg_reader_cost: 0.01141 s, avg_batch_cost: 0.42611 s, avg_samples: 256.0, ips: 600.78275 samples/s, eta: 1:38:53 +[2025/07/23 08:16:28] openrec INFO: epoch: [52/60], global_step: 85030, lr: 0.000031, loss: 0.143818, avg_reader_cost: 0.01088 s, avg_batch_cost: 0.43397 s, avg_samples: 256.0, ips: 589.89631 samples/s, eta: 1:38:49 +[2025/07/23 08:16:33] openrec INFO: epoch: [52/60], global_step: 85040, lr: 0.000031, loss: 0.150305, avg_reader_cost: 0.01181 s, avg_batch_cost: 0.42994 s, avg_samples: 256.0, ips: 595.42534 samples/s, eta: 1:38:44 +[2025/07/23 08:16:37] openrec INFO: epoch: [52/60], global_step: 85050, lr: 0.000031, loss: 0.150305, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.40632 s, avg_samples: 256.0, ips: 630.04614 samples/s, eta: 1:38:40 +[2025/07/23 08:16:41] openrec INFO: epoch: [52/60], global_step: 85060, lr: 0.000031, loss: 0.145976, avg_reader_cost: 0.01152 s, avg_batch_cost: 0.43557 s, avg_samples: 256.0, ips: 587.73976 samples/s, eta: 1:38:36 +[2025/07/23 08:16:45] openrec INFO: epoch: [52/60], global_step: 85070, lr: 0.000031, loss: 0.148001, avg_reader_cost: 0.01148 s, avg_batch_cost: 0.42423 s, avg_samples: 256.0, ips: 603.44749 samples/s, eta: 1:38:31 +[2025/07/23 08:16:49] openrec INFO: epoch: [52/60], global_step: 85080, lr: 0.000031, loss: 0.148944, avg_reader_cost: 0.01099 s, avg_batch_cost: 0.40618 s, avg_samples: 256.0, ips: 630.26759 samples/s, eta: 1:38:27 +[2025/07/23 08:16:53] openrec INFO: epoch: [52/60], global_step: 85090, lr: 0.000031, loss: 0.154972, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.38791 s, avg_samples: 256.0, ips: 659.94822 samples/s, eta: 1:38:23 +[2025/07/23 08:16:57] openrec INFO: epoch: [52/60], global_step: 85100, lr: 0.000031, loss: 0.164490, avg_reader_cost: 0.01135 s, avg_batch_cost: 0.41016 s, avg_samples: 256.0, ips: 624.15046 samples/s, eta: 1:38:18 +[2025/07/23 08:17:02] openrec INFO: epoch: [52/60], global_step: 85110, lr: 0.000031, loss: 0.160946, avg_reader_cost: 0.01248 s, 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[52/60], global_step: 85160, lr: 0.000031, loss: 0.143375, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.41514 s, avg_samples: 256.0, ips: 616.65642 samples/s, eta: 1:37:52 +[2025/07/23 08:17:26] openrec INFO: epoch: [52/60], global_step: 85170, lr: 0.000031, loss: 0.147373, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.40519 s, avg_samples: 256.0, ips: 631.80141 samples/s, eta: 1:37:48 +[2025/07/23 08:17:30] openrec INFO: epoch: [52/60], global_step: 85180, lr: 0.000031, loss: 0.146910, avg_reader_cost: 0.01074 s, avg_batch_cost: 0.38804 s, avg_samples: 256.0, ips: 659.72804 samples/s, eta: 1:37:44 +[2025/07/23 08:17:35] openrec INFO: epoch: [52/60], global_step: 85190, lr: 0.000030, loss: 0.134811, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.42272 s, avg_samples: 256.0, ips: 605.59747 samples/s, eta: 1:37:39 +[2025/07/23 08:17:39] openrec INFO: epoch: [52/60], global_step: 85200, lr: 0.000030, loss: 0.128426, avg_reader_cost: 0.01136 s, avg_batch_cost: 0.42284 s, avg_samples: 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loss: 0.154785, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.38755 s, avg_samples: 256.0, ips: 660.56318 samples/s, eta: 1:37:15 +[2025/07/23 08:18:14] openrec INFO: epoch: [52/60], global_step: 85260, lr: 0.000030, loss: 0.157872, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.38498 s, avg_samples: 256.0, ips: 664.97453 samples/s, eta: 1:37:10 +[2025/07/23 08:18:18] openrec INFO: epoch: [52/60], global_step: 85270, lr: 0.000030, loss: 0.156540, avg_reader_cost: 0.01092 s, avg_batch_cost: 0.40788 s, avg_samples: 256.0, ips: 627.63412 samples/s, eta: 1:37:06 +[2025/07/23 08:18:22] openrec INFO: epoch: [52/60], global_step: 85280, lr: 0.000030, loss: 0.154501, avg_reader_cost: 0.01063 s, avg_batch_cost: 0.41554 s, avg_samples: 256.0, ips: 616.05891 samples/s, eta: 1:37:02 +[2025/07/23 08:18:26] openrec INFO: epoch: [52/60], global_step: 85290, lr: 0.000030, loss: 0.152933, avg_reader_cost: 0.01102 s, avg_batch_cost: 0.41666 s, avg_samples: 256.0, ips: 614.41553 samples/s, eta: 1:36:57 +[2025/07/23 08:18:30] openrec INFO: epoch: [52/60], global_step: 85300, lr: 0.000030, loss: 0.150660, avg_reader_cost: 0.00925 s, avg_batch_cost: 0.37973 s, avg_samples: 256.0, ips: 674.17048 samples/s, eta: 1:36:53 +[2025/07/23 08:18:34] openrec INFO: epoch: [52/60], global_step: 85310, lr: 0.000030, loss: 0.144144, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.37524 s, avg_samples: 256.0, ips: 682.22637 samples/s, eta: 1:36:49 +[2025/07/23 08:18:38] openrec INFO: epoch: [52/60], global_step: 85320, lr: 0.000030, loss: 0.135055, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.41331 s, avg_samples: 256.0, ips: 619.38426 samples/s, eta: 1:36:44 +[2025/07/23 08:18:42] openrec INFO: epoch: [52/60], global_step: 85330, lr: 0.000030, loss: 0.153323, avg_reader_cost: 0.01131 s, avg_batch_cost: 0.41637 s, avg_samples: 256.0, ips: 614.84211 samples/s, eta: 1:36:40 +[2025/07/23 08:18:46] openrec INFO: epoch: [52/60], global_step: 85340, lr: 0.000030, loss: 0.157286, avg_reader_cost: 0.01107 s, 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[52/60], global_step: 85390, lr: 0.000030, loss: 0.141582, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.37560 s, avg_samples: 256.0, ips: 681.57493 samples/s, eta: 1:36:14 +[2025/07/23 08:19:10] openrec INFO: epoch: [52/60], global_step: 85400, lr: 0.000030, loss: 0.150526, avg_reader_cost: 0.01106 s, avg_batch_cost: 0.39493 s, avg_samples: 256.0, ips: 648.21719 samples/s, eta: 1:36:09 +[2025/07/23 08:19:12] openrec INFO: epoch: [52/60], global_step: 85406, lr: 0.000030, loss: 0.153956, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.21634 s, avg_samples: 153.6, ips: 710.00865 samples/s, eta: 1:36:07 +[2025/07/23 08:19:28] openrec INFO: cur metric, acc: 0.9448123607273561, norm_edit_dis: 0.9788182143800175, num_samples: 7248, fps: 520.5740617486216 +[2025/07/23 08:19:28] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.9793178174160195, num_samples: 7248, fps: 2801.559179789393, best_epoch: 50 +[2025/07/23 08:19:29] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 08:19:30] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_52.pth +[2025/07/23 08:19:30] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep13/gpu0_ep13 +[2025/07/23 08:19:30] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep13/gpu1_ep13 +[2025/07/23 08:19:30] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep13/gpu3_ep13 +[2025/07/23 08:19:30] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep13/gpu2_ep13 +[2025/07/23 08:19:39] openrec INFO: 0 +[2025/07/23 08:19:39] openrec INFO: 789713 +[2025/07/23 08:19:39] openrec INFO: 959045 +[2025/07/23 08:19:39] openrec INFO: 666593 +[2025/07/23 08:19:39] openrec INFO: 997212 +[2025/07/23 08:19:43] openrec INFO: epoch: [53/60], global_step: 85410, lr: 0.000030, loss: 0.153956, avg_reader_cost: 2.88638 s, avg_batch_cost: 3.05073 s, avg_samples: 102.4, ips: 33.56573 samples/s, eta: 1:36:02 +[2025/07/23 08:19:47] openrec INFO: epoch: [53/60], global_step: 85420, lr: 0.000030, loss: 0.153956, avg_reader_cost: 0.00898 s, avg_batch_cost: 0.38652 s, avg_samples: 256.0, ips: 662.32112 samples/s, eta: 1:35:58 +[2025/07/23 08:19:51] openrec INFO: epoch: [53/60], global_step: 85430, lr: 0.000030, loss: 0.149820, avg_reader_cost: 0.01330 s, avg_batch_cost: 0.41296 s, avg_samples: 256.0, ips: 619.91672 samples/s, eta: 1:35:54 +[2025/07/23 08:19:55] openrec INFO: epoch: [53/60], global_step: 85440, lr: 0.000030, loss: 0.171489, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.38455 s, avg_samples: 256.0, ips: 665.70719 samples/s, eta: 1:35:49 +[2025/07/23 08:19:58] openrec INFO: epoch: [53/60], global_step: 85450, lr: 0.000029, loss: 0.154236, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.38237 s, avg_samples: 256.0, ips: 669.51127 samples/s, eta: 1:35:45 +[2025/07/23 08:20:02] openrec INFO: epoch: [53/60], global_step: 85460, lr: 0.000029, loss: 0.132727, avg_reader_cost: 0.01110 s, avg_batch_cost: 0.37783 s, avg_samples: 256.0, ips: 677.55843 samples/s, eta: 1:35:41 +[2025/07/23 08:20:06] openrec INFO: epoch: [53/60], global_step: 85470, lr: 0.000029, loss: 0.132727, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.40462 s, avg_samples: 256.0, ips: 632.69974 samples/s, eta: 1:35:36 +[2025/07/23 08:20:10] openrec INFO: epoch: [53/60], global_step: 85480, lr: 0.000029, loss: 0.146330, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.39666 s, avg_samples: 256.0, ips: 645.38478 samples/s, eta: 1:35:32 +[2025/07/23 08:20:14] openrec INFO: epoch: [53/60], global_step: 85490, lr: 0.000029, loss: 0.144339, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.40335 s, avg_samples: 256.0, ips: 634.68092 samples/s, eta: 1:35:27 +[2025/07/23 08:20:18] openrec INFO: epoch: [53/60], global_step: 85500, lr: 0.000029, loss: 0.144339, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.38075 s, avg_samples: 256.0, ips: 672.35148 samples/s, eta: 1:35:23 +[2025/07/23 08:20:22] openrec INFO: cur metric, acc: 0.9443984534431589, norm_edit_dis: 0.9788283112354189, num_samples: 7248, fps: 2823.9281763614026 +[2025/07/23 08:20:22] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.9793178174160195, num_samples: 7248, fps: 2801.559179789393, best_epoch: 50 +[2025/07/23 08:20:26] openrec INFO: epoch: [53/60], global_step: 85510, lr: 0.000029, loss: 0.136686, avg_reader_cost: 0.37035 s, avg_batch_cost: 0.74148 s, avg_samples: 256.0, ips: 345.25693 samples/s, eta: 1:35:19 +[2025/07/23 08:20:30] openrec INFO: epoch: [53/60], global_step: 85520, lr: 0.000029, loss: 0.149037, avg_reader_cost: 0.01124 s, avg_batch_cost: 0.42202 s, avg_samples: 256.0, ips: 606.60134 samples/s, eta: 1:35:15 +[2025/07/23 08:20:34] openrec INFO: epoch: [53/60], global_step: 85530, lr: 0.000029, loss: 0.152463, avg_reader_cost: 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INFO: epoch: [53/60], global_step: 85580, lr: 0.000029, loss: 0.144400, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.38901 s, avg_samples: 256.0, ips: 658.08383 samples/s, eta: 1:34:49 +[2025/07/23 08:20:58] openrec INFO: epoch: [53/60], global_step: 85590, lr: 0.000029, loss: 0.144574, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.39116 s, avg_samples: 256.0, ips: 654.47193 samples/s, eta: 1:34:44 +[2025/07/23 08:21:02] openrec INFO: epoch: [53/60], global_step: 85600, lr: 0.000029, loss: 0.160744, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.37550 s, avg_samples: 256.0, ips: 681.75816 samples/s, eta: 1:34:40 +[2025/07/23 08:21:06] openrec INFO: epoch: [53/60], global_step: 85610, lr: 0.000029, loss: 0.159955, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.41760 s, avg_samples: 256.0, ips: 613.02589 samples/s, eta: 1:34:36 +[2025/07/23 08:21:10] openrec INFO: epoch: [53/60], global_step: 85620, lr: 0.000029, loss: 0.171401, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.39576 s, 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INFO: epoch: [53/60], global_step: 85810, lr: 0.000028, loss: 0.156501, avg_reader_cost: 0.01097 s, avg_batch_cost: 0.41775 s, avg_samples: 256.0, ips: 612.80730 samples/s, eta: 1:33:08 +[2025/07/23 08:22:31] openrec INFO: epoch: [53/60], global_step: 85820, lr: 0.000028, loss: 0.164173, avg_reader_cost: 0.01141 s, avg_batch_cost: 0.40150 s, avg_samples: 256.0, ips: 637.61611 samples/s, eta: 1:33:04 +[2025/07/23 08:22:36] openrec INFO: epoch: [53/60], global_step: 85830, lr: 0.000028, loss: 0.155462, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.41727 s, avg_samples: 256.0, ips: 613.50814 samples/s, eta: 1:33:00 +[2025/07/23 08:22:40] openrec INFO: epoch: [53/60], global_step: 85840, lr: 0.000028, loss: 0.156618, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.40356 s, avg_samples: 256.0, ips: 634.34875 samples/s, eta: 1:32:55 +[2025/07/23 08:22:44] openrec INFO: epoch: [53/60], global_step: 85850, lr: 0.000028, loss: 0.162521, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.41041 s, 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+[2025/07/23 08:26:47] openrec INFO: epoch: [53/60], global_step: 86440, lr: 0.000026, loss: 0.151176, avg_reader_cost: 0.01009 s, avg_batch_cost: 0.39853 s, avg_samples: 256.0, ips: 642.36697 samples/s, eta: 1:28:34 +[2025/07/23 08:26:51] openrec INFO: epoch: [53/60], global_step: 86450, lr: 0.000026, loss: 0.147525, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.38758 s, avg_samples: 256.0, ips: 660.50345 samples/s, eta: 1:28:30 +[2025/07/23 08:26:55] openrec INFO: epoch: [53/60], global_step: 86460, lr: 0.000026, loss: 0.151062, avg_reader_cost: 0.01050 s, avg_batch_cost: 0.39499 s, avg_samples: 256.0, ips: 648.11397 samples/s, eta: 1:28:26 +[2025/07/23 08:26:59] openrec INFO: epoch: [53/60], global_step: 86470, lr: 0.000026, loss: 0.155482, avg_reader_cost: 0.01099 s, avg_batch_cost: 0.41092 s, avg_samples: 256.0, ips: 622.98497 samples/s, eta: 1:28:21 +[2025/07/23 08:27:03] openrec INFO: epoch: [53/60], global_step: 86480, lr: 0.000026, loss: 0.137395, avg_reader_cost: 0.01016 s, 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lr: 0.000024, loss: 0.151658, avg_reader_cost: 0.01089 s, avg_batch_cost: 0.42535 s, avg_samples: 256.0, ips: 601.86215 samples/s, eta: 1:26:02 +[2025/07/23 08:29:17] openrec INFO: epoch: [53/60], global_step: 86800, lr: 0.000024, loss: 0.158455, avg_reader_cost: 0.01152 s, avg_batch_cost: 0.41630 s, avg_samples: 256.0, ips: 614.94511 samples/s, eta: 1:25:58 +[2025/07/23 08:29:21] openrec INFO: epoch: [53/60], global_step: 86810, lr: 0.000024, loss: 0.167217, avg_reader_cost: 0.01128 s, avg_batch_cost: 0.43746 s, avg_samples: 256.0, ips: 585.19847 samples/s, eta: 1:25:54 +[2025/07/23 08:29:26] openrec INFO: epoch: [53/60], global_step: 86820, lr: 0.000024, loss: 0.171779, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.43085 s, avg_samples: 256.0, ips: 594.18107 samples/s, eta: 1:25:50 +[2025/07/23 08:29:30] openrec INFO: epoch: [53/60], global_step: 86830, lr: 0.000024, loss: 0.163160, avg_reader_cost: 0.01173 s, avg_batch_cost: 0.43872 s, avg_samples: 256.0, ips: 583.51091 samples/s, eta: 1:25:45 +[2025/07/23 08:29:34] openrec INFO: epoch: [53/60], global_step: 86840, lr: 0.000024, loss: 0.147418, avg_reader_cost: 0.01144 s, avg_batch_cost: 0.41480 s, avg_samples: 256.0, ips: 617.15922 samples/s, eta: 1:25:41 +[2025/07/23 08:29:38] openrec INFO: epoch: [53/60], global_step: 86850, lr: 0.000024, loss: 0.152918, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.39657 s, avg_samples: 256.0, ips: 645.53187 samples/s, eta: 1:25:36 +[2025/07/23 08:29:42] openrec INFO: epoch: [53/60], global_step: 86860, lr: 0.000024, loss: 0.156193, avg_reader_cost: 0.01131 s, avg_batch_cost: 0.42568 s, avg_samples: 256.0, ips: 601.38409 samples/s, eta: 1:25:32 +[2025/07/23 08:29:47] openrec INFO: epoch: [53/60], global_step: 86870, lr: 0.000024, loss: 0.147048, avg_reader_cost: 0.01188 s, avg_batch_cost: 0.43576 s, avg_samples: 256.0, ips: 587.47684 samples/s, eta: 1:25:28 +[2025/07/23 08:30:03] openrec INFO: epoch: [53/60], global_step: 86880, lr: 0.000024, loss: 0.145466, avg_reader_cost: 0.01049 s, avg_batch_cost: 1.60953 s, avg_samples: 256.0, ips: 159.05256 samples/s, eta: 1:25:25 +[2025/07/23 08:30:07] openrec INFO: epoch: [53/60], global_step: 86890, lr: 0.000024, loss: 0.155896, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.39560 s, avg_samples: 256.0, ips: 647.11696 samples/s, eta: 1:25:21 +[2025/07/23 08:30:11] openrec INFO: epoch: [53/60], global_step: 86900, lr: 0.000024, loss: 0.158619, avg_reader_cost: 0.01095 s, avg_batch_cost: 0.39399 s, avg_samples: 256.0, ips: 649.77072 samples/s, eta: 1:25:16 +[2025/07/23 08:30:15] openrec INFO: epoch: [53/60], global_step: 86910, lr: 0.000024, loss: 0.157902, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.40215 s, avg_samples: 256.0, ips: 636.58237 samples/s, eta: 1:25:12 +[2025/07/23 08:30:19] openrec INFO: epoch: [53/60], global_step: 86920, lr: 0.000024, loss: 0.169533, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.40843 s, avg_samples: 256.0, ips: 626.78772 samples/s, eta: 1:25:08 +[2025/07/23 08:30:23] openrec INFO: epoch: [53/60], global_step: 86930, lr: 0.000024, loss: 0.158772, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.39740 s, avg_samples: 256.0, ips: 644.18649 samples/s, eta: 1:25:03 +[2025/07/23 08:30:27] openrec INFO: epoch: [53/60], global_step: 86940, lr: 0.000024, loss: 0.144124, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.37397 s, avg_samples: 256.0, ips: 684.55495 samples/s, eta: 1:24:59 +[2025/07/23 08:30:30] openrec INFO: epoch: [53/60], global_step: 86950, lr: 0.000024, loss: 0.157381, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.37915 s, avg_samples: 256.0, ips: 675.19288 samples/s, eta: 1:24:55 +[2025/07/23 08:30:35] openrec INFO: epoch: [53/60], global_step: 86960, lr: 0.000024, loss: 0.153865, avg_reader_cost: 0.01069 s, avg_batch_cost: 0.40762 s, avg_samples: 256.0, ips: 628.03951 samples/s, eta: 1:24:50 +[2025/07/23 08:30:39] openrec INFO: epoch: [53/60], global_step: 86970, lr: 0.000024, loss: 0.158418, avg_reader_cost: 0.01155 s, avg_batch_cost: 0.40518 s, avg_samples: 256.0, ips: 631.82212 samples/s, eta: 1:24:46 +[2025/07/23 08:30:43] openrec INFO: epoch: [53/60], global_step: 86980, lr: 0.000024, loss: 0.182163, avg_reader_cost: 0.01109 s, avg_batch_cost: 0.41475 s, avg_samples: 256.0, ips: 617.23305 samples/s, eta: 1:24:42 +[2025/07/23 08:30:47] openrec INFO: epoch: [53/60], global_step: 86990, lr: 0.000024, loss: 0.172946, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.39899 s, avg_samples: 256.0, ips: 641.61555 samples/s, eta: 1:24:37 +[2025/07/23 08:30:51] openrec INFO: epoch: [53/60], global_step: 87000, lr: 0.000024, loss: 0.146138, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.40037 s, avg_samples: 256.0, ips: 639.40626 samples/s, eta: 1:24:33 +[2025/07/23 08:30:54] openrec INFO: cur metric, acc: 0.945502206201018, norm_edit_dis: 0.9785969535908109, num_samples: 7248, fps: 2806.0820266495643 +[2025/07/23 08:30:54] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.9793178174160195, num_samples: 7248, fps: 2801.559179789393, best_epoch: 50 +[2025/07/23 08:30:58] openrec INFO: epoch: [53/60], global_step: 87010, lr: 0.000024, loss: 0.144565, avg_reader_cost: 0.37855 s, avg_batch_cost: 0.74613 s, avg_samples: 256.0, ips: 343.10467 samples/s, eta: 1:24:29 +[2025/07/23 08:31:02] openrec INFO: epoch: [53/60], global_step: 87020, lr: 0.000024, loss: 0.153435, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.39765 s, avg_samples: 256.0, ips: 643.78646 samples/s, eta: 1:24:25 +[2025/07/23 08:31:06] openrec INFO: epoch: [53/60], global_step: 87030, lr: 0.000024, loss: 0.154919, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.38231 s, avg_samples: 256.0, ips: 669.62037 samples/s, eta: 1:24:20 +[2025/07/23 08:31:10] openrec INFO: epoch: [53/60], global_step: 87040, lr: 0.000024, loss: 0.135685, avg_reader_cost: 0.00938 s, avg_batch_cost: 0.40338 s, avg_samples: 256.0, ips: 634.64453 samples/s, eta: 1:24:16 +[2025/07/23 08:31:14] openrec INFO: epoch: [53/60], global_step: 87050, lr: 0.000024, loss: 0.135685, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.40150 s, avg_samples: 256.0, ips: 637.60429 samples/s, eta: 1:24:11 +[2025/07/23 08:31:18] openrec INFO: epoch: [53/60], global_step: 87060, lr: 0.000024, loss: 0.151876, avg_reader_cost: 0.01108 s, avg_batch_cost: 0.39927 s, avg_samples: 256.0, ips: 641.17414 samples/s, eta: 1:24:07 +[2025/07/23 08:31:22] openrec INFO: epoch: [53/60], global_step: 87070, lr: 0.000024, loss: 0.156340, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.39579 s, avg_samples: 256.0, ips: 646.80601 samples/s, eta: 1:24:03 +[2025/07/23 08:31:24] openrec INFO: epoch: [53/60], global_step: 87074, lr: 0.000023, loss: 0.169911, avg_reader_cost: 0.00369 s, avg_batch_cost: 0.15426 s, avg_samples: 102.4, ips: 663.81273 samples/s, eta: 1:24:01 +[2025/07/23 08:31:40] openrec INFO: cur metric, acc: 0.9464679898641446, norm_edit_dis: 0.979064411786798, num_samples: 7248, fps: 497.79032336107554 +[2025/07/23 08:31:40] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 08:31:40] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.979064411786798, num_samples: 7248, fps: 497.79032336107554, best_epoch: 53 +[2025/07/23 08:31:42] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 08:31:42] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_53.pth +[2025/07/23 08:31:42] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep14/gpu1_ep14 +[2025/07/23 08:31:42] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep14/gpu2_ep14 +[2025/07/23 08:31:42] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep14/gpu3_ep14 +[2025/07/23 08:31:42] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep14/gpu0_ep14 +[2025/07/23 08:31:52] openrec INFO: 0 +[2025/07/23 08:31:52] openrec INFO: 791392 +[2025/07/23 08:31:52] openrec INFO: 960829 +[2025/07/23 08:31:52] openrec INFO: 666456 +[2025/07/23 08:31:52] openrec INFO: 998813 +[2025/07/23 08:31:57] openrec INFO: epoch: [54/60], global_step: 87080, lr: 0.000023, loss: 0.155419, avg_reader_cost: 3.09861 s, avg_batch_cost: 3.34308 s, avg_samples: 153.6, ips: 45.94570 samples/s, eta: 1:24:12 +[2025/07/23 08:32:01] openrec INFO: epoch: [54/60], global_step: 87090, lr: 0.000023, loss: 0.157674, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.41928 s, avg_samples: 256.0, ips: 610.56761 samples/s, eta: 1:24:07 +[2025/07/23 08:32:05] openrec INFO: epoch: [54/60], global_step: 87100, lr: 0.000023, loss: 0.153211, avg_reader_cost: 0.00877 s, avg_batch_cost: 0.35789 s, avg_samples: 256.0, ips: 715.30352 samples/s, eta: 1:24:03 +[2025/07/23 08:32:09] openrec INFO: epoch: [54/60], global_step: 87110, lr: 0.000023, loss: 0.156746, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.37923 s, avg_samples: 256.0, ips: 675.04559 samples/s, eta: 1:23:58 +[2025/07/23 08:32:13] openrec INFO: epoch: [54/60], global_step: 87120, lr: 0.000023, loss: 0.167593, avg_reader_cost: 0.00915 s, avg_batch_cost: 0.38148 s, avg_samples: 256.0, ips: 671.06910 samples/s, eta: 1:23:54 +[2025/07/23 08:32:17] openrec INFO: epoch: [54/60], global_step: 87130, lr: 0.000023, loss: 0.156722, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.39895 s, avg_samples: 256.0, ips: 641.67816 samples/s, eta: 1:23:50 +[2025/07/23 08:32:20] openrec INFO: epoch: [54/60], global_step: 87140, lr: 0.000023, loss: 0.159298, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.38411 s, avg_samples: 256.0, ips: 666.47923 samples/s, eta: 1:23:45 +[2025/07/23 08:32:24] openrec INFO: epoch: [54/60], global_step: 87150, lr: 0.000023, loss: 0.155864, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.39297 s, avg_samples: 256.0, ips: 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+[2025/07/23 08:33:03] openrec INFO: epoch: [54/60], global_step: 87250, lr: 0.000023, loss: 0.140537, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.41027 s, avg_samples: 256.0, ips: 623.98314 samples/s, eta: 1:22:57 +[2025/07/23 08:33:07] openrec INFO: epoch: [54/60], global_step: 87260, lr: 0.000023, loss: 0.140291, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.39450 s, avg_samples: 256.0, ips: 648.91889 samples/s, eta: 1:22:53 +[2025/07/23 08:33:11] openrec INFO: epoch: [54/60], global_step: 87270, lr: 0.000023, loss: 0.139075, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.38964 s, avg_samples: 256.0, ips: 657.02397 samples/s, eta: 1:22:48 +[2025/07/23 08:33:15] openrec INFO: epoch: [54/60], global_step: 87280, lr: 0.000023, loss: 0.141076, avg_reader_cost: 0.00957 s, avg_batch_cost: 0.38275 s, avg_samples: 256.0, ips: 668.85042 samples/s, eta: 1:22:44 +[2025/07/23 08:33:19] openrec INFO: epoch: [54/60], global_step: 87290, lr: 0.000023, loss: 0.158869, avg_reader_cost: 0.00888 s, 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[54/60], global_step: 87340, lr: 0.000023, loss: 0.159024, avg_reader_cost: 0.00932 s, avg_batch_cost: 0.38026 s, avg_samples: 256.0, ips: 673.22888 samples/s, eta: 1:22:18 +[2025/07/23 08:33:42] openrec INFO: epoch: [54/60], global_step: 87350, lr: 0.000023, loss: 0.153621, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.36832 s, avg_samples: 256.0, ips: 695.05586 samples/s, eta: 1:22:13 +[2025/07/23 08:33:46] openrec INFO: epoch: [54/60], global_step: 87360, lr: 0.000022, loss: 0.151763, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.38129 s, avg_samples: 256.0, ips: 671.40290 samples/s, eta: 1:22:09 +[2025/07/23 08:33:50] openrec INFO: epoch: [54/60], global_step: 87370, lr: 0.000022, loss: 0.170204, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.39818 s, avg_samples: 256.0, ips: 642.92106 samples/s, eta: 1:22:05 +[2025/07/23 08:33:54] openrec INFO: epoch: [54/60], global_step: 87380, lr: 0.000022, loss: 0.162557, avg_reader_cost: 0.01050 s, avg_batch_cost: 0.39368 s, avg_samples: 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+[2025/07/23 08:34:34] openrec INFO: epoch: [54/60], global_step: 87480, lr: 0.000022, loss: 0.133621, avg_reader_cost: 0.00942 s, avg_batch_cost: 0.38241 s, avg_samples: 256.0, ips: 669.43413 samples/s, eta: 1:21:17 +[2025/07/23 08:34:38] openrec INFO: epoch: [54/60], global_step: 87490, lr: 0.000022, loss: 0.124621, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.37719 s, avg_samples: 256.0, ips: 678.70880 samples/s, eta: 1:21:12 +[2025/07/23 08:34:42] openrec INFO: epoch: [54/60], global_step: 87500, lr: 0.000022, loss: 0.145358, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.37553 s, avg_samples: 256.0, ips: 681.70323 samples/s, eta: 1:21:08 +[2025/07/23 08:34:45] openrec INFO: cur metric, acc: 0.9441225152536942, norm_edit_dis: 0.9785957446453939, num_samples: 7248, fps: 2825.1038532715756 +[2025/07/23 08:34:45] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.979064411786798, num_samples: 7248, fps: 497.79032336107554, best_epoch: 53 +[2025/07/23 08:34:49] 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[54/60], global_step: 87830, lr: 0.000021, loss: 0.135239, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.40445 s, avg_samples: 256.0, ips: 632.95500 samples/s, eta: 1:18:44 +[2025/07/23 08:37:00] openrec INFO: epoch: [54/60], global_step: 87840, lr: 0.000021, loss: 0.146601, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.42078 s, avg_samples: 256.0, ips: 608.40108 samples/s, eta: 1:18:40 +[2025/07/23 08:37:04] openrec INFO: epoch: [54/60], global_step: 87850, lr: 0.000021, loss: 0.146601, avg_reader_cost: 0.01080 s, avg_batch_cost: 0.39400 s, avg_samples: 256.0, ips: 649.75275 samples/s, eta: 1:18:36 +[2025/07/23 08:37:08] openrec INFO: epoch: [54/60], global_step: 87860, lr: 0.000021, loss: 0.145479, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.39706 s, avg_samples: 256.0, ips: 644.74020 samples/s, eta: 1:18:31 +[2025/07/23 08:37:12] openrec INFO: epoch: [54/60], global_step: 87870, lr: 0.000021, loss: 0.146695, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.37575 s, avg_samples: 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+[2025/07/23 08:37:51] openrec INFO: epoch: [54/60], global_step: 87970, lr: 0.000020, loss: 0.151015, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.37205 s, avg_samples: 256.0, ips: 688.08141 samples/s, eta: 1:17:43 +[2025/07/23 08:37:55] openrec INFO: epoch: [54/60], global_step: 87980, lr: 0.000020, loss: 0.149890, avg_reader_cost: 0.01076 s, avg_batch_cost: 0.41165 s, avg_samples: 256.0, ips: 621.88005 samples/s, eta: 1:17:39 +[2025/07/23 08:38:00] openrec INFO: epoch: [54/60], global_step: 87990, lr: 0.000020, loss: 0.152482, avg_reader_cost: 0.01081 s, avg_batch_cost: 0.41457 s, avg_samples: 256.0, ips: 617.50240 samples/s, eta: 1:17:34 +[2025/07/23 08:38:04] openrec INFO: epoch: [54/60], global_step: 88000, lr: 0.000020, loss: 0.145116, avg_reader_cost: 0.01075 s, avg_batch_cost: 0.42024 s, avg_samples: 256.0, ips: 609.17976 samples/s, eta: 1:17:30 +[2025/07/23 08:38:07] openrec INFO: cur metric, acc: 0.9450882989168208, norm_edit_dis: 0.9787717956315889, num_samples: 7248, fps: 2816.696256371551 +[2025/07/23 08:38:07] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.979064411786798, num_samples: 7248, fps: 497.79032336107554, best_epoch: 53 +[2025/07/23 08:38:11] openrec INFO: epoch: [54/60], global_step: 88010, lr: 0.000020, loss: 0.162632, avg_reader_cost: 0.37658 s, avg_batch_cost: 0.76687 s, avg_samples: 256.0, ips: 333.82484 samples/s, eta: 1:17:26 +[2025/07/23 08:38:15] openrec INFO: epoch: [54/60], global_step: 88020, lr: 0.000020, loss: 0.162210, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.36448 s, avg_samples: 256.0, ips: 702.36679 samples/s, eta: 1:17:22 +[2025/07/23 08:38:19] openrec INFO: epoch: [54/60], global_step: 88030, lr: 0.000020, loss: 0.163702, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.38669 s, avg_samples: 256.0, ips: 662.03335 samples/s, eta: 1:17:17 +[2025/07/23 08:38:23] openrec INFO: epoch: [54/60], global_step: 88040, lr: 0.000020, loss: 0.160171, avg_reader_cost: 0.00916 s, avg_batch_cost: 0.36688 s, 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lr: 0.000020, loss: 0.160107, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.37354 s, avg_samples: 256.0, ips: 685.33859 samples/s, eta: 1:16:51 +[2025/07/23 08:38:46] openrec INFO: epoch: [54/60], global_step: 88100, lr: 0.000020, loss: 0.149969, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.39751 s, avg_samples: 256.0, ips: 644.00628 samples/s, eta: 1:16:47 +[2025/07/23 08:38:50] openrec INFO: epoch: [54/60], global_step: 88110, lr: 0.000020, loss: 0.146382, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.39989 s, avg_samples: 256.0, ips: 640.17316 samples/s, eta: 1:16:42 +[2025/07/23 08:38:54] openrec INFO: epoch: [54/60], global_step: 88120, lr: 0.000020, loss: 0.145811, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.39284 s, avg_samples: 256.0, ips: 651.65704 samples/s, eta: 1:16:38 +[2025/07/23 08:38:58] openrec INFO: epoch: [54/60], global_step: 88130, lr: 0.000020, loss: 0.149675, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.40871 s, avg_samples: 256.0, ips: 626.36215 samples/s, eta: 1:16:34 +[2025/07/23 08:39:02] openrec INFO: epoch: [54/60], global_step: 88140, lr: 0.000020, loss: 0.156649, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.37745 s, avg_samples: 256.0, ips: 678.23311 samples/s, eta: 1:16:29 +[2025/07/23 08:39:06] openrec INFO: epoch: [54/60], global_step: 88150, lr: 0.000020, loss: 0.147215, avg_reader_cost: 0.01177 s, avg_batch_cost: 0.40835 s, avg_samples: 256.0, ips: 626.91532 samples/s, eta: 1:16:25 +[2025/07/23 08:39:10] openrec INFO: epoch: [54/60], global_step: 88160, lr: 0.000020, loss: 0.162786, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.40531 s, avg_samples: 256.0, ips: 631.61770 samples/s, eta: 1:16:21 +[2025/07/23 08:39:14] openrec INFO: epoch: [54/60], global_step: 88170, lr: 0.000020, loss: 0.147796, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.36801 s, avg_samples: 256.0, ips: 695.63873 samples/s, eta: 1:16:16 +[2025/07/23 08:39:18] openrec INFO: epoch: [54/60], global_step: 88180, lr: 0.000020, loss: 0.139959, avg_reader_cost: 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INFO: epoch: [54/60], global_step: 88230, lr: 0.000020, loss: 0.150907, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.40130 s, avg_samples: 256.0, ips: 637.92393 samples/s, eta: 1:15:50 +[2025/07/23 08:39:41] openrec INFO: epoch: [54/60], global_step: 88240, lr: 0.000020, loss: 0.146798, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.38898 s, avg_samples: 256.0, ips: 658.12768 samples/s, eta: 1:15:46 +[2025/07/23 08:39:45] openrec INFO: epoch: [54/60], global_step: 88250, lr: 0.000020, loss: 0.149392, avg_reader_cost: 0.01109 s, avg_batch_cost: 0.39003 s, avg_samples: 256.0, ips: 656.36474 samples/s, eta: 1:15:41 +[2025/07/23 08:39:49] openrec INFO: epoch: [54/60], global_step: 88260, lr: 0.000020, loss: 0.145316, avg_reader_cost: 0.01164 s, avg_batch_cost: 0.40616 s, avg_samples: 256.0, ips: 630.28627 samples/s, eta: 1:15:37 +[2025/07/23 08:39:53] openrec INFO: epoch: [54/60], global_step: 88270, lr: 0.000019, loss: 0.151689, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.39568 s, 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lr: 0.000019, loss: 0.153660, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.37385 s, avg_samples: 256.0, ips: 684.76280 samples/s, eta: 1:15:11 +[2025/07/23 08:40:17] openrec INFO: epoch: [54/60], global_step: 88330, lr: 0.000019, loss: 0.158170, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.38862 s, avg_samples: 256.0, ips: 658.74807 samples/s, eta: 1:15:06 +[2025/07/23 08:40:21] openrec INFO: epoch: [54/60], global_step: 88340, lr: 0.000019, loss: 0.160466, avg_reader_cost: 0.01063 s, avg_batch_cost: 0.41396 s, avg_samples: 256.0, ips: 618.42183 samples/s, eta: 1:15:02 +[2025/07/23 08:40:24] openrec INFO: epoch: [54/60], global_step: 88350, lr: 0.000019, loss: 0.154666, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.37942 s, avg_samples: 256.0, ips: 674.71608 samples/s, eta: 1:14:58 +[2025/07/23 08:40:28] openrec INFO: epoch: [54/60], global_step: 88360, lr: 0.000019, loss: 0.144988, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.37656 s, avg_samples: 256.0, ips: 679.84087 samples/s, eta: 1:14:53 +[2025/07/23 08:40:32] openrec INFO: epoch: [54/60], global_step: 88370, lr: 0.000019, loss: 0.143116, avg_reader_cost: 0.01127 s, avg_batch_cost: 0.41737 s, avg_samples: 256.0, ips: 613.36210 samples/s, eta: 1:14:49 +[2025/07/23 08:40:37] openrec INFO: epoch: [54/60], global_step: 88380, lr: 0.000019, loss: 0.150195, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.40425 s, avg_samples: 256.0, ips: 633.26786 samples/s, eta: 1:14:45 +[2025/07/23 08:40:41] openrec INFO: epoch: [54/60], global_step: 88390, lr: 0.000019, loss: 0.147552, avg_reader_cost: 0.01062 s, avg_batch_cost: 0.41014 s, avg_samples: 256.0, ips: 624.17803 samples/s, eta: 1:14:40 +[2025/07/23 08:40:45] openrec INFO: epoch: [54/60], global_step: 88400, lr: 0.000019, loss: 0.131949, avg_reader_cost: 0.01087 s, avg_batch_cost: 0.41333 s, avg_samples: 256.0, ips: 619.36468 samples/s, eta: 1:14:36 +[2025/07/23 08:40:49] openrec INFO: epoch: [54/60], global_step: 88410, lr: 0.000019, loss: 0.140890, avg_reader_cost: 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INFO: epoch: [54/60], global_step: 88460, lr: 0.000019, loss: 0.144664, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.38767 s, avg_samples: 256.0, ips: 660.36136 samples/s, eta: 1:14:10 +[2025/07/23 08:41:13] openrec INFO: epoch: [54/60], global_step: 88470, lr: 0.000019, loss: 0.162803, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.37501 s, avg_samples: 256.0, ips: 682.65569 samples/s, eta: 1:14:05 +[2025/07/23 08:41:17] openrec INFO: epoch: [54/60], global_step: 88480, lr: 0.000019, loss: 0.164487, avg_reader_cost: 0.01038 s, avg_batch_cost: 0.40601 s, avg_samples: 256.0, ips: 630.51966 samples/s, eta: 1:14:01 +[2025/07/23 08:41:21] openrec INFO: epoch: [54/60], global_step: 88490, lr: 0.000019, loss: 0.167106, avg_reader_cost: 0.01134 s, avg_batch_cost: 0.42015 s, avg_samples: 256.0, ips: 609.31153 samples/s, eta: 1:13:57 +[2025/07/23 08:41:25] openrec INFO: epoch: [54/60], global_step: 88500, lr: 0.000019, loss: 0.148854, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.40110 s, 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+[2025/07/23 08:42:33] openrec INFO: epoch: [54/60], global_step: 88630, lr: 0.000018, loss: 0.153745, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.36076 s, avg_samples: 256.0, ips: 709.61239 samples/s, eta: 1:12:58 +[2025/07/23 08:42:37] openrec INFO: epoch: [54/60], global_step: 88640, lr: 0.000018, loss: 0.156124, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.40967 s, avg_samples: 256.0, ips: 624.89260 samples/s, eta: 1:12:53 +[2025/07/23 08:42:41] openrec INFO: epoch: [54/60], global_step: 88650, lr: 0.000018, loss: 0.143053, avg_reader_cost: 0.01102 s, avg_batch_cost: 0.37871 s, avg_samples: 256.0, ips: 675.98705 samples/s, eta: 1:12:49 +[2025/07/23 08:42:45] openrec INFO: epoch: [54/60], global_step: 88660, lr: 0.000018, loss: 0.142720, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.38913 s, avg_samples: 256.0, ips: 657.87066 samples/s, eta: 1:12:45 +[2025/07/23 08:42:49] openrec INFO: epoch: [54/60], global_step: 88670, lr: 0.000018, loss: 0.135464, avg_reader_cost: 0.01030 s, 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[54/60], global_step: 88720, lr: 0.000018, loss: 0.143369, avg_reader_cost: 0.01095 s, avg_batch_cost: 0.41956 s, avg_samples: 256.0, ips: 610.16621 samples/s, eta: 1:12:18 +[2025/07/23 08:43:13] openrec INFO: epoch: [54/60], global_step: 88730, lr: 0.000018, loss: 0.127153, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.38412 s, avg_samples: 256.0, ips: 666.45300 samples/s, eta: 1:12:14 +[2025/07/23 08:43:16] openrec INFO: epoch: [54/60], global_step: 88740, lr: 0.000018, loss: 0.147334, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.37722 s, avg_samples: 256.0, ips: 678.64051 samples/s, eta: 1:12:10 +[2025/07/23 08:43:18] openrec INFO: epoch: [54/60], global_step: 88745, lr: 0.000018, loss: 0.157377, avg_reader_cost: 0.00496 s, avg_batch_cost: 0.18425 s, avg_samples: 128.0, ips: 694.70155 samples/s, eta: 1:12:08 +[2025/07/23 08:43:34] openrec INFO: cur metric, acc: 0.9448123607273561, norm_edit_dis: 0.9788139977627472, num_samples: 7248, fps: 500.276916725295 +[2025/07/23 08:43:34] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.979064411786798, num_samples: 7248, fps: 497.79032336107554, best_epoch: 53 +[2025/07/23 08:43:36] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 08:43:36] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_54.pth +[2025/07/23 08:43:36] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep15/gpu1_ep15 +[2025/07/23 08:43:36] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep15/gpu0_ep15 +[2025/07/23 08:43:36] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep15/gpu3_ep15 +[2025/07/23 08:43:36] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep15/gpu2_ep15 +[2025/07/23 08:43:46] openrec INFO: 0 +[2025/07/23 08:43:46] openrec INFO: 791748 +[2025/07/23 08:43:46] openrec INFO: 960783 +[2025/07/23 08:43:46] openrec INFO: 666644 +[2025/07/23 08:43:46] openrec INFO: 997351 +[2025/07/23 08:43:50] openrec INFO: epoch: [55/60], global_step: 88750, lr: 0.000018, loss: 0.158888, avg_reader_cost: 3.05031 s, avg_batch_cost: 3.21958 s, avg_samples: 128.0, ips: 39.75673 samples/s, eta: 1:12:06 +[2025/07/23 08:43:54] openrec INFO: epoch: [55/60], global_step: 88760, lr: 0.000018, loss: 0.142943, avg_reader_cost: 0.00904 s, avg_batch_cost: 0.35751 s, avg_samples: 256.0, ips: 716.05764 samples/s, eta: 1:12:02 +[2025/07/23 08:43:57] openrec INFO: epoch: [55/60], global_step: 88770, lr: 0.000018, loss: 0.133978, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.34905 s, avg_samples: 256.0, ips: 733.41473 samples/s, eta: 1:11:57 +[2025/07/23 08:44:01] openrec INFO: epoch: [55/60], global_step: 88780, lr: 0.000018, loss: 0.153521, avg_reader_cost: 0.01112 s, avg_batch_cost: 0.35156 s, avg_samples: 256.0, ips: 728.17284 samples/s, eta: 1:11:53 +[2025/07/23 08:44:05] openrec INFO: epoch: [55/60], global_step: 88790, lr: 0.000018, loss: 0.156034, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.37859 s, avg_samples: 256.0, ips: 676.18624 samples/s, eta: 1:11:49 +[2025/07/23 08:44:09] openrec INFO: epoch: [55/60], global_step: 88800, lr: 0.000018, loss: 0.161772, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.39696 s, avg_samples: 256.0, ips: 644.90052 samples/s, eta: 1:11:44 +[2025/07/23 08:44:12] openrec INFO: epoch: [55/60], global_step: 88810, lr: 0.000018, loss: 0.163269, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.35429 s, avg_samples: 256.0, ips: 722.58093 samples/s, eta: 1:11:40 +[2025/07/23 08:44:16] openrec INFO: epoch: [55/60], global_step: 88820, lr: 0.000018, loss: 0.167144, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.36848 s, avg_samples: 256.0, ips: 694.74753 samples/s, eta: 1:11:35 +[2025/07/23 08:44:20] openrec INFO: epoch: [55/60], global_step: 88830, lr: 0.000018, loss: 0.161688, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.40456 s, avg_samples: 256.0, ips: 632.78121 samples/s, eta: 1:11:31 +[2025/07/23 08:44:24] openrec INFO: epoch: [55/60], global_step: 88840, lr: 0.000018, loss: 0.170442, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.37129 s, avg_samples: 256.0, ips: 689.48629 samples/s, eta: 1:11:27 +[2025/07/23 08:44:28] openrec INFO: epoch: [55/60], global_step: 88850, lr: 0.000018, loss: 0.175409, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.37514 s, avg_samples: 256.0, ips: 682.40986 samples/s, eta: 1:11:22 +[2025/07/23 08:44:31] openrec INFO: epoch: [55/60], global_step: 88860, lr: 0.000018, loss: 0.148177, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.39275 s, avg_samples: 256.0, ips: 651.81975 samples/s, eta: 1:11:18 +[2025/07/23 08:44:35] openrec INFO: epoch: [55/60], global_step: 88870, lr: 0.000018, loss: 0.152162, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.38394 s, avg_samples: 256.0, ips: 666.77022 samples/s, eta: 1:11:14 +[2025/07/23 08:44:39] openrec INFO: epoch: [55/60], global_step: 88880, lr: 0.000018, loss: 0.153444, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.38235 s, avg_samples: 256.0, ips: 669.54513 samples/s, eta: 1:11:09 +[2025/07/23 08:44:43] openrec INFO: epoch: [55/60], global_step: 88890, lr: 0.000018, loss: 0.145076, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.37151 s, avg_samples: 256.0, ips: 689.08748 samples/s, eta: 1:11:05 +[2025/07/23 08:44:47] openrec INFO: epoch: [55/60], global_step: 88900, lr: 0.000018, loss: 0.148100, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.38079 s, avg_samples: 256.0, ips: 672.28114 samples/s, eta: 1:11:00 +[2025/07/23 08:44:50] openrec INFO: epoch: [55/60], global_step: 88910, lr: 0.000018, loss: 0.148701, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.35736 s, avg_samples: 256.0, ips: 716.35813 samples/s, eta: 1:10:56 +[2025/07/23 08:44:54] openrec INFO: epoch: [55/60], global_step: 88920, lr: 0.000017, loss: 0.140257, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.37879 s, avg_samples: 256.0, ips: 675.83252 samples/s, eta: 1:10:52 +[2025/07/23 08:44:58] openrec INFO: epoch: [55/60], global_step: 88930, lr: 0.000017, loss: 0.148558, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.36109 s, avg_samples: 256.0, ips: 708.96454 samples/s, eta: 1:10:47 +[2025/07/23 08:45:01] openrec INFO: epoch: [55/60], global_step: 88940, lr: 0.000017, loss: 0.152793, avg_reader_cost: 0.00885 s, avg_batch_cost: 0.36611 s, avg_samples: 256.0, ips: 699.24478 samples/s, eta: 1:10:43 +[2025/07/23 08:45:05] openrec INFO: epoch: [55/60], global_step: 88950, lr: 0.000017, loss: 0.155209, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.35138 s, avg_samples: 256.0, ips: 728.55471 samples/s, eta: 1:10:38 +[2025/07/23 08:45:09] openrec INFO: epoch: [55/60], global_step: 88960, lr: 0.000017, loss: 0.172099, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.37401 s, avg_samples: 256.0, ips: 684.46811 samples/s, eta: 1:10:34 +[2025/07/23 08:45:12] openrec INFO: epoch: [55/60], global_step: 88970, lr: 0.000017, loss: 0.159837, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.36798 s, avg_samples: 256.0, ips: 695.69750 samples/s, eta: 1:10:30 +[2025/07/23 08:45:16] openrec INFO: epoch: [55/60], global_step: 88980, lr: 0.000017, loss: 0.137330, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.34909 s, avg_samples: 256.0, ips: 733.34305 samples/s, eta: 1:10:25 +[2025/07/23 08:45:20] openrec INFO: epoch: [55/60], global_step: 88990, lr: 0.000017, loss: 0.143257, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.38085 s, avg_samples: 256.0, ips: 672.18114 samples/s, eta: 1:10:21 +[2025/07/23 08:45:23] openrec INFO: epoch: [55/60], global_step: 89000, lr: 0.000017, loss: 0.142632, avg_reader_cost: 0.01016 s, avg_batch_cost: 0.35747 s, avg_samples: 256.0, ips: 716.14313 samples/s, eta: 1:10:16 +[2025/07/23 08:45:27] openrec INFO: cur metric, acc: 0.9452262680115532, norm_edit_dis: 0.9784079134387386, num_samples: 7248, fps: 2783.0813290320525 +[2025/07/23 08:45:27] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.979064411786798, num_samples: 7248, fps: 497.79032336107554, best_epoch: 53 +[2025/07/23 08:45:31] openrec INFO: epoch: [55/60], global_step: 89010, lr: 0.000017, loss: 0.148822, avg_reader_cost: 0.37709 s, avg_batch_cost: 0.73239 s, avg_samples: 256.0, ips: 349.53818 samples/s, eta: 1:10:12 +[2025/07/23 08:45:34] openrec INFO: epoch: [55/60], global_step: 89020, lr: 0.000017, loss: 0.168241, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.37543 s, avg_samples: 256.0, ips: 681.88233 samples/s, eta: 1:10:08 +[2025/07/23 08:45:38] openrec INFO: epoch: [55/60], global_step: 89030, lr: 0.000017, loss: 0.168031, avg_reader_cost: 0.01113 s, avg_batch_cost: 0.36794 s, avg_samples: 256.0, ips: 695.76368 samples/s, eta: 1:10:04 +[2025/07/23 08:45:42] openrec INFO: epoch: [55/60], global_step: 89040, lr: 0.000017, loss: 0.135412, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.37008 s, avg_samples: 256.0, ips: 691.73739 samples/s, eta: 1:09:59 +[2025/07/23 08:45:46] openrec INFO: epoch: [55/60], global_step: 89050, lr: 0.000017, loss: 0.145854, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.38842 s, avg_samples: 256.0, ips: 659.08522 samples/s, eta: 1:09:55 +[2025/07/23 08:45:49] openrec INFO: epoch: [55/60], global_step: 89060, lr: 0.000017, loss: 0.167093, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.36564 s, avg_samples: 256.0, ips: 700.13309 samples/s, eta: 1:09:51 +[2025/07/23 08:45:53] openrec INFO: epoch: [55/60], global_step: 89070, lr: 0.000017, loss: 0.187601, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.37844 s, avg_samples: 256.0, ips: 676.45581 samples/s, eta: 1:09:46 +[2025/07/23 08:45:57] openrec INFO: epoch: [55/60], global_step: 89080, lr: 0.000017, loss: 0.152534, avg_reader_cost: 0.01074 s, avg_batch_cost: 0.37765 s, avg_samples: 256.0, ips: 677.87134 samples/s, eta: 1:09:42 +[2025/07/23 08:46:01] openrec INFO: epoch: [55/60], global_step: 89090, lr: 0.000017, loss: 0.139843, avg_reader_cost: 0.01092 s, 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[55/60], global_step: 89140, lr: 0.000017, loss: 0.160859, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.38478 s, avg_samples: 256.0, ips: 665.31462 samples/s, eta: 1:09:16 +[2025/07/23 08:46:24] openrec INFO: epoch: [55/60], global_step: 89150, lr: 0.000017, loss: 0.157561, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.39904 s, avg_samples: 256.0, ips: 641.54225 samples/s, eta: 1:09:11 +[2025/07/23 08:46:27] openrec INFO: epoch: [55/60], global_step: 89160, lr: 0.000017, loss: 0.152592, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.38550 s, avg_samples: 256.0, ips: 664.06437 samples/s, eta: 1:09:07 +[2025/07/23 08:46:31] openrec INFO: epoch: [55/60], global_step: 89170, lr: 0.000017, loss: 0.162971, avg_reader_cost: 0.01088 s, avg_batch_cost: 0.37115 s, avg_samples: 256.0, ips: 689.75137 samples/s, eta: 1:09:02 +[2025/07/23 08:46:35] openrec INFO: epoch: [55/60], global_step: 89180, lr: 0.000017, loss: 0.157139, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.34948 s, avg_samples: 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+[2025/07/23 08:47:12] openrec INFO: epoch: [55/60], global_step: 89280, lr: 0.000016, loss: 0.161524, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.36676 s, avg_samples: 256.0, ips: 698.00475 samples/s, eta: 1:08:14 +[2025/07/23 08:47:16] openrec INFO: epoch: [55/60], global_step: 89290, lr: 0.000016, loss: 0.153344, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.37284 s, avg_samples: 256.0, ips: 686.62798 samples/s, eta: 1:08:10 +[2025/07/23 08:47:20] openrec INFO: epoch: [55/60], global_step: 89300, lr: 0.000016, loss: 0.137422, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.35410 s, avg_samples: 256.0, ips: 722.96368 samples/s, eta: 1:08:05 +[2025/07/23 08:47:24] openrec INFO: epoch: [55/60], global_step: 89310, lr: 0.000016, loss: 0.152386, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.38703 s, avg_samples: 256.0, ips: 661.45032 samples/s, eta: 1:08:01 +[2025/07/23 08:47:27] openrec INFO: epoch: [55/60], global_step: 89320, lr: 0.000016, loss: 0.157541, avg_reader_cost: 0.01045 s, 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+[2025/07/23 08:48:38] openrec INFO: cur metric, acc: 0.9457781443904827, norm_edit_dis: 0.9788220185228893, num_samples: 7248, fps: 2803.5547776181634 +[2025/07/23 08:48:38] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.979064411786798, num_samples: 7248, fps: 497.79032336107554, best_epoch: 53 +[2025/07/23 08:48:42] openrec INFO: epoch: [55/60], global_step: 89510, lr: 0.000016, loss: 0.135564, avg_reader_cost: 0.36976 s, avg_batch_cost: 0.73073 s, avg_samples: 256.0, ips: 350.33644 samples/s, eta: 1:06:34 +[2025/07/23 08:48:46] openrec INFO: epoch: [55/60], global_step: 89520, lr: 0.000016, loss: 0.144668, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.36831 s, avg_samples: 256.0, ips: 695.06747 samples/s, eta: 1:06:30 +[2025/07/23 08:48:50] openrec INFO: epoch: [55/60], global_step: 89530, lr: 0.000016, loss: 0.149717, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.37164 s, avg_samples: 256.0, ips: 688.83775 samples/s, eta: 1:06:25 +[2025/07/23 08:48:54] 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+[2025/07/23 08:51:43] openrec INFO: epoch: [55/60], global_step: 90000, lr: 0.000014, loss: 0.149413, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.37416 s, avg_samples: 256.0, ips: 684.20136 samples/s, eta: 1:02:59 +[2025/07/23 08:51:47] openrec INFO: cur metric, acc: 0.9452262680115532, norm_edit_dis: 0.978703008118447, num_samples: 7248, fps: 2820.436577899604 +[2025/07/23 08:51:47] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.979064411786798, num_samples: 7248, fps: 497.79032336107554, best_epoch: 53 +[2025/07/23 08:51:48] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/iter_latest.pth +[2025/07/23 08:51:52] openrec INFO: epoch: [55/60], global_step: 90010, lr: 0.000014, loss: 0.151078, avg_reader_cost: 0.51542 s, avg_batch_cost: 0.87047 s, avg_samples: 256.0, ips: 294.09300 samples/s, eta: 1:02:56 +[2025/07/23 08:51:56] openrec INFO: epoch: [55/60], global_step: 90020, lr: 0.000014, loss: 0.150242, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.36454 s, avg_samples: 256.0, ips: 702.26040 samples/s, eta: 1:02:51 +[2025/07/23 08:52:00] openrec INFO: epoch: [55/60], global_step: 90030, lr: 0.000014, loss: 0.139570, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.38494 s, avg_samples: 256.0, ips: 665.03742 samples/s, eta: 1:02:47 +[2025/07/23 08:52:03] openrec INFO: epoch: [55/60], global_step: 90040, lr: 0.000014, loss: 0.142155, avg_reader_cost: 0.01093 s, avg_batch_cost: 0.36325 s, avg_samples: 256.0, ips: 704.74053 samples/s, eta: 1:02:42 +[2025/07/23 08:52:07] openrec INFO: epoch: [55/60], global_step: 90050, lr: 0.000014, loss: 0.142155, avg_reader_cost: 0.00941 s, avg_batch_cost: 0.37277 s, avg_samples: 256.0, ips: 686.75507 samples/s, eta: 1:02:38 +[2025/07/23 08:52:10] openrec INFO: epoch: [55/60], global_step: 90060, lr: 0.000014, loss: 0.144711, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.35618 s, avg_samples: 256.0, ips: 718.73069 samples/s, eta: 1:02:34 +[2025/07/23 08:52:14] openrec INFO: epoch: [55/60], global_step: 90070, lr: 0.000014, loss: 0.144971, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.38981 s, avg_samples: 256.0, ips: 656.72954 samples/s, eta: 1:02:29 +[2025/07/23 08:52:18] openrec INFO: epoch: [55/60], global_step: 90080, lr: 0.000014, loss: 0.129153, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.35650 s, avg_samples: 256.0, ips: 718.10077 samples/s, eta: 1:02:25 +[2025/07/23 08:52:22] openrec INFO: epoch: [55/60], global_step: 90090, lr: 0.000014, loss: 0.134718, avg_reader_cost: 0.00898 s, avg_batch_cost: 0.36921 s, avg_samples: 256.0, ips: 693.36386 samples/s, eta: 1:02:21 +[2025/07/23 08:52:25] openrec INFO: epoch: [55/60], global_step: 90100, lr: 0.000014, loss: 0.136946, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.38100 s, avg_samples: 256.0, ips: 671.91968 samples/s, eta: 1:02:16 +[2025/07/23 08:52:29] openrec INFO: epoch: [55/60], global_step: 90110, lr: 0.000014, loss: 0.149007, avg_reader_cost: 0.01074 s, avg_batch_cost: 0.37837 s, avg_samples: 256.0, ips: 676.58155 samples/s, eta: 1:02:12 +[2025/07/23 08:52:33] openrec INFO: epoch: [55/60], global_step: 90120, lr: 0.000014, loss: 0.158584, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.38267 s, avg_samples: 256.0, ips: 668.98493 samples/s, eta: 1:02:08 +[2025/07/23 08:52:37] openrec INFO: epoch: [55/60], global_step: 90130, lr: 0.000014, loss: 0.149169, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.36791 s, avg_samples: 256.0, ips: 695.82699 samples/s, eta: 1:02:03 +[2025/07/23 08:52:41] openrec INFO: epoch: [55/60], global_step: 90140, lr: 0.000014, loss: 0.143917, avg_reader_cost: 0.01198 s, avg_batch_cost: 0.37913 s, avg_samples: 256.0, ips: 675.22821 samples/s, eta: 1:01:59 +[2025/07/23 08:52:44] openrec INFO: epoch: [55/60], global_step: 90150, lr: 0.000014, loss: 0.146798, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.35800 s, avg_samples: 256.0, ips: 715.08986 samples/s, eta: 1:01:54 +[2025/07/23 08:52:48] openrec INFO: epoch: [55/60], global_step: 90160, lr: 0.000014, loss: 0.138569, avg_reader_cost: 0.00955 s, avg_batch_cost: 0.35826 s, avg_samples: 256.0, ips: 714.56201 samples/s, eta: 1:01:50 +[2025/07/23 08:52:52] openrec INFO: epoch: [55/60], global_step: 90170, lr: 0.000014, loss: 0.136393, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.37727 s, avg_samples: 256.0, ips: 678.55353 samples/s, eta: 1:01:46 +[2025/07/23 08:52:55] openrec INFO: epoch: [55/60], global_step: 90180, lr: 0.000014, loss: 0.143887, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.37993 s, avg_samples: 256.0, ips: 673.81029 samples/s, eta: 1:01:41 +[2025/07/23 08:52:59] openrec INFO: epoch: [55/60], global_step: 90190, lr: 0.000014, loss: 0.145347, avg_reader_cost: 0.01027 s, avg_batch_cost: 0.37755 s, avg_samples: 256.0, ips: 678.06298 samples/s, eta: 1:01:37 +[2025/07/23 08:53:03] openrec INFO: epoch: [55/60], global_step: 90200, lr: 0.000014, loss: 0.138475, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.35787 s, avg_samples: 256.0, ips: 715.33545 samples/s, eta: 1:01:33 +[2025/07/23 08:53:20] openrec INFO: epoch: [55/60], global_step: 90210, lr: 0.000014, loss: 0.129868, avg_reader_cost: 0.01015 s, avg_batch_cost: 1.74484 s, avg_samples: 256.0, ips: 146.71831 samples/s, eta: 1:01:29 +[2025/07/23 08:53:24] openrec INFO: epoch: [55/60], global_step: 90220, lr: 0.000014, loss: 0.146747, avg_reader_cost: 0.00909 s, avg_batch_cost: 0.35496 s, avg_samples: 256.0, ips: 721.20582 samples/s, eta: 1:01:25 +[2025/07/23 08:53:28] openrec INFO: epoch: [55/60], global_step: 90230, lr: 0.000014, loss: 0.148029, avg_reader_cost: 0.00955 s, avg_batch_cost: 0.37553 s, avg_samples: 256.0, ips: 681.70569 samples/s, eta: 1:01:21 +[2025/07/23 08:53:31] openrec INFO: epoch: [55/60], global_step: 90240, lr: 0.000014, loss: 0.148029, avg_reader_cost: 0.00905 s, avg_batch_cost: 0.35052 s, avg_samples: 256.0, ips: 730.33998 samples/s, eta: 1:01:16 +[2025/07/23 08:53:35] openrec INFO: epoch: [55/60], global_step: 90250, lr: 0.000014, loss: 0.152398, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.36878 s, avg_samples: 256.0, ips: 694.18675 samples/s, eta: 1:01:12 +[2025/07/23 08:53:39] openrec INFO: epoch: [55/60], global_step: 90260, lr: 0.000014, loss: 0.166941, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.41015 s, avg_samples: 256.0, ips: 624.15750 samples/s, eta: 1:01:08 +[2025/07/23 08:53:43] openrec INFO: epoch: [55/60], global_step: 90270, lr: 0.000014, loss: 0.161246, avg_reader_cost: 0.00997 s, avg_batch_cost: 0.39975 s, avg_samples: 256.0, ips: 640.39839 samples/s, eta: 1:01:03 +[2025/07/23 08:53:47] openrec INFO: epoch: [55/60], global_step: 90280, lr: 0.000014, loss: 0.139721, avg_reader_cost: 0.00885 s, avg_batch_cost: 0.36171 s, avg_samples: 256.0, ips: 707.74450 samples/s, eta: 1:00:59 +[2025/07/23 08:53:50] openrec INFO: epoch: [55/60], global_step: 90290, lr: 0.000014, loss: 0.145366, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.37776 s, avg_samples: 256.0, ips: 677.67419 samples/s, eta: 1:00:55 +[2025/07/23 08:53:54] openrec INFO: epoch: [55/60], global_step: 90300, lr: 0.000014, loss: 0.151020, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.40882 s, avg_samples: 256.0, ips: 626.19682 samples/s, eta: 1:00:50 +[2025/07/23 08:53:58] openrec INFO: epoch: [55/60], global_step: 90310, lr: 0.000014, loss: 0.145090, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.37714 s, avg_samples: 256.0, ips: 678.79440 samples/s, eta: 1:00:46 +[2025/07/23 08:54:02] openrec INFO: epoch: [55/60], global_step: 90320, lr: 0.000013, loss: 0.151508, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.40027 s, avg_samples: 256.0, ips: 639.56553 samples/s, eta: 1:00:42 +[2025/07/23 08:54:06] openrec INFO: epoch: [55/60], global_step: 90330, lr: 0.000013, loss: 0.152044, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.38564 s, avg_samples: 256.0, ips: 663.83545 samples/s, eta: 1:00:37 +[2025/07/23 08:54:10] openrec INFO: epoch: [55/60], global_step: 90340, lr: 0.000013, loss: 0.168201, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.40390 s, avg_samples: 256.0, ips: 633.82702 samples/s, eta: 1:00:33 +[2025/07/23 08:54:14] openrec INFO: epoch: [55/60], global_step: 90350, lr: 0.000013, loss: 0.147570, avg_reader_cost: 0.01159 s, avg_batch_cost: 0.41117 s, avg_samples: 256.0, ips: 622.62051 samples/s, eta: 1:00:28 +[2025/07/23 08:54:18] openrec INFO: epoch: [55/60], global_step: 90360, lr: 0.000013, loss: 0.154699, avg_reader_cost: 0.01003 s, avg_batch_cost: 0.39587 s, avg_samples: 256.0, ips: 646.68143 samples/s, eta: 1:00:24 +[2025/07/23 08:54:22] openrec INFO: epoch: [55/60], global_step: 90370, lr: 0.000013, loss: 0.160786, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.35895 s, avg_samples: 256.0, ips: 713.19860 samples/s, eta: 1:00:20 +[2025/07/23 08:54:25] openrec INFO: epoch: [55/60], global_step: 90380, lr: 0.000013, loss: 0.146592, avg_reader_cost: 0.01014 s, avg_batch_cost: 0.35820 s, avg_samples: 256.0, ips: 714.68658 samples/s, eta: 1:00:15 +[2025/07/23 08:54:29] openrec INFO: epoch: [55/60], global_step: 90390, lr: 0.000013, loss: 0.115162, avg_reader_cost: 0.00925 s, avg_batch_cost: 0.37163 s, avg_samples: 256.0, ips: 688.86267 samples/s, eta: 1:00:11 +[2025/07/23 08:54:33] openrec INFO: epoch: [55/60], global_step: 90400, lr: 0.000013, loss: 0.126866, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.39202 s, avg_samples: 256.0, ips: 653.03075 samples/s, eta: 1:00:07 +[2025/07/23 08:54:37] openrec INFO: epoch: [55/60], global_step: 90410, lr: 0.000013, loss: 0.145089, avg_reader_cost: 0.01069 s, avg_batch_cost: 0.41453 s, avg_samples: 256.0, ips: 617.57304 samples/s, eta: 1:00:02 +[2025/07/23 08:54:39] openrec INFO: epoch: [55/60], global_step: 90415, lr: 0.000013, loss: 0.151101, avg_reader_cost: 0.00513 s, avg_batch_cost: 0.19166 s, avg_samples: 128.0, ips: 667.85372 samples/s, eta: 1:00:00 +[2025/07/23 08:54:54] openrec INFO: cur metric, acc: 0.9464679898641446, norm_edit_dis: 0.9792149517174327, num_samples: 7248, fps: 524.7333591128936 +[2025/07/23 08:54:55] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 08:54:55] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.9792149517174327, num_samples: 7248, fps: 524.7333591128936, best_epoch: 55 +[2025/07/23 08:54:56] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 08:54:57] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_55.pth +[2025/07/23 08:54:57] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep16/gpu3_ep16 +[2025/07/23 08:54:57] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep16/gpu1_ep16 +[2025/07/23 08:54:57] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep16/gpu0_ep16 +[2025/07/23 08:54:57] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep16/gpu2_ep16 +[2025/07/23 08:55:06] openrec INFO: 0 +[2025/07/23 08:55:06] openrec INFO: 790918 +[2025/07/23 08:55:06] openrec INFO: 960832 +[2025/07/23 08:55:06] openrec INFO: 667727 +[2025/07/23 08:55:06] openrec INFO: 997470 +[2025/07/23 08:55:11] openrec INFO: epoch: [56/60], global_step: 90420, lr: 0.000013, loss: 0.156278, avg_reader_cost: 2.95672 s, avg_batch_cost: 3.15259 s, avg_samples: 128.0, ips: 40.60153 samples/s, eta: 1:00:05 +[2025/07/23 08:55:14] openrec INFO: epoch: [56/60], global_step: 90430, lr: 0.000013, loss: 0.158612, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.34741 s, avg_samples: 256.0, ips: 736.88117 samples/s, eta: 1:00:01 +[2025/07/23 08:55:18] openrec INFO: epoch: [56/60], global_step: 90440, lr: 0.000013, loss: 0.152878, avg_reader_cost: 0.00855 s, avg_batch_cost: 0.34110 s, avg_samples: 256.0, ips: 750.51897 samples/s, eta: 0:59:56 +[2025/07/23 08:55:21] openrec INFO: epoch: [56/60], global_step: 90450, lr: 0.000013, loss: 0.157508, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.36497 s, avg_samples: 256.0, ips: 701.42395 samples/s, eta: 0:59:52 +[2025/07/23 08:55:25] openrec INFO: epoch: [56/60], global_step: 90460, lr: 0.000013, loss: 0.159320, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.38486 s, avg_samples: 256.0, ips: 665.18100 samples/s, eta: 0:59:48 +[2025/07/23 08:55:29] openrec INFO: epoch: [56/60], global_step: 90470, lr: 0.000013, loss: 0.153134, avg_reader_cost: 0.00871 s, avg_batch_cost: 0.34578 s, avg_samples: 256.0, ips: 740.34592 samples/s, eta: 0:59:43 +[2025/07/23 08:55:32] openrec INFO: epoch: [56/60], global_step: 90480, lr: 0.000013, loss: 0.157888, avg_reader_cost: 0.00938 s, avg_batch_cost: 0.36880 s, avg_samples: 256.0, ips: 694.14183 samples/s, eta: 0:59:39 +[2025/07/23 08:55:36] openrec INFO: epoch: [56/60], global_step: 90490, lr: 0.000013, loss: 0.157222, avg_reader_cost: 0.00918 s, avg_batch_cost: 0.35642 s, avg_samples: 256.0, ips: 718.25693 samples/s, eta: 0:59:34 +[2025/07/23 08:55:39] openrec INFO: epoch: [56/60], global_step: 90500, lr: 0.000013, loss: 0.147177, avg_reader_cost: 0.00905 s, avg_batch_cost: 0.34565 s, avg_samples: 256.0, ips: 740.63833 samples/s, eta: 0:59:30 +[2025/07/23 08:55:43] openrec INFO: cur metric, acc: 0.9461920516746799, norm_edit_dis: 0.9788972295975826, num_samples: 7248, fps: 2797.3625738118785 +[2025/07/23 08:55:43] openrec INFO: best metric, acc: 0.9464679898641446, norm_edit_dis: 0.9792149517174327, num_samples: 7248, fps: 524.7333591128936, best_epoch: 55 +[2025/07/23 08:55:47] openrec INFO: epoch: [56/60], global_step: 90510, lr: 0.000013, loss: 0.153217, avg_reader_cost: 0.37889 s, avg_batch_cost: 0.77700 s, avg_samples: 256.0, ips: 329.47271 samples/s, eta: 0:59:26 +[2025/07/23 08:55:51] openrec INFO: epoch: [56/60], global_step: 90520, lr: 0.000013, loss: 0.150705, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.39435 s, avg_samples: 256.0, ips: 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+[2025/07/23 08:56:28] openrec INFO: epoch: [56/60], global_step: 90620, lr: 0.000013, loss: 0.129469, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.37079 s, avg_samples: 256.0, ips: 690.41806 samples/s, eta: 0:58:38 +[2025/07/23 08:56:32] openrec INFO: epoch: [56/60], global_step: 90630, lr: 0.000013, loss: 0.136511, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.38436 s, avg_samples: 256.0, ips: 666.04204 samples/s, eta: 0:58:34 +[2025/07/23 08:56:36] openrec INFO: epoch: [56/60], global_step: 90640, lr: 0.000013, loss: 0.137714, avg_reader_cost: 0.00906 s, avg_batch_cost: 0.36786 s, avg_samples: 256.0, ips: 695.91723 samples/s, eta: 0:58:29 +[2025/07/23 08:56:40] openrec INFO: epoch: [56/60], global_step: 90650, lr: 0.000013, loss: 0.150452, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.36333 s, avg_samples: 256.0, ips: 704.59772 samples/s, eta: 0:58:25 +[2025/07/23 08:56:43] openrec INFO: epoch: [56/60], global_step: 90660, lr: 0.000013, loss: 0.143354, avg_reader_cost: 0.00944 s, 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[56/60], global_step: 90710, lr: 0.000012, loss: 0.138241, avg_reader_cost: 0.01102 s, avg_batch_cost: 0.37823 s, avg_samples: 256.0, ips: 676.83732 samples/s, eta: 0:57:59 +[2025/07/23 08:57:06] openrec INFO: epoch: [56/60], global_step: 90720, lr: 0.000012, loss: 0.136797, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.37162 s, avg_samples: 256.0, ips: 688.87372 samples/s, eta: 0:57:54 +[2025/07/23 08:57:10] openrec INFO: epoch: [56/60], global_step: 90730, lr: 0.000012, loss: 0.156712, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.40529 s, avg_samples: 256.0, ips: 631.64981 samples/s, eta: 0:57:50 +[2025/07/23 08:57:14] openrec INFO: epoch: [56/60], global_step: 90740, lr: 0.000012, loss: 0.145139, avg_reader_cost: 0.01022 s, avg_batch_cost: 0.39291 s, avg_samples: 256.0, ips: 651.55281 samples/s, eta: 0:57:46 +[2025/07/23 08:57:18] openrec INFO: epoch: [56/60], global_step: 90750, lr: 0.000012, loss: 0.162428, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.40972 s, avg_samples: 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+[2025/07/23 08:57:58] openrec INFO: epoch: [56/60], global_step: 90850, lr: 0.000012, loss: 0.160004, avg_reader_cost: 0.01093 s, avg_batch_cost: 0.40114 s, avg_samples: 256.0, ips: 638.17694 samples/s, eta: 0:56:58 +[2025/07/23 08:58:02] openrec INFO: epoch: [56/60], global_step: 90860, lr: 0.000012, loss: 0.163923, avg_reader_cost: 0.01117 s, avg_batch_cost: 0.40183 s, avg_samples: 256.0, ips: 637.09137 samples/s, eta: 0:56:54 +[2025/07/23 08:58:06] openrec INFO: epoch: [56/60], global_step: 90870, lr: 0.000012, loss: 0.167106, avg_reader_cost: 0.00957 s, avg_batch_cost: 0.36548 s, avg_samples: 256.0, ips: 700.44366 samples/s, eta: 0:56:49 +[2025/07/23 08:58:09] openrec INFO: epoch: [56/60], global_step: 90880, lr: 0.000012, loss: 0.150603, avg_reader_cost: 0.00917 s, avg_batch_cost: 0.35688 s, avg_samples: 256.0, ips: 717.33601 samples/s, eta: 0:56:45 +[2025/07/23 08:58:13] openrec INFO: epoch: [56/60], global_step: 90890, lr: 0.000012, loss: 0.148614, avg_reader_cost: 0.01190 s, 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[56/60], global_step: 90940, lr: 0.000012, loss: 0.141183, avg_reader_cost: 0.01173 s, avg_batch_cost: 0.41569 s, avg_samples: 256.0, ips: 615.84768 samples/s, eta: 0:56:19 +[2025/07/23 08:58:37] openrec INFO: epoch: [56/60], global_step: 90950, lr: 0.000012, loss: 0.153720, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.40260 s, avg_samples: 256.0, ips: 635.86897 samples/s, eta: 0:56:14 +[2025/07/23 08:58:41] openrec INFO: epoch: [56/60], global_step: 90960, lr: 0.000012, loss: 0.145451, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.35344 s, avg_samples: 256.0, ips: 724.31292 samples/s, eta: 0:56:10 +[2025/07/23 08:58:45] openrec INFO: epoch: [56/60], global_step: 90970, lr: 0.000012, loss: 0.137736, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.39587 s, avg_samples: 256.0, ips: 646.68287 samples/s, eta: 0:56:06 +[2025/07/23 08:58:48] openrec INFO: epoch: [56/60], global_step: 90980, lr: 0.000012, loss: 0.134596, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.35560 s, avg_samples: 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+[2025/07/23 09:01:12] openrec INFO: epoch: [56/60], global_step: 91340, lr: 0.000011, loss: 0.144161, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.37137 s, avg_samples: 256.0, ips: 689.33513 samples/s, eta: 0:53:25 +[2025/07/23 09:01:16] openrec INFO: epoch: [56/60], global_step: 91350, lr: 0.000011, loss: 0.132632, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.37080 s, avg_samples: 256.0, ips: 690.39959 samples/s, eta: 0:53:21 +[2025/07/23 09:01:19] openrec INFO: epoch: [56/60], global_step: 91360, lr: 0.000011, loss: 0.133246, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.37373 s, avg_samples: 256.0, ips: 684.97934 samples/s, eta: 0:53:16 +[2025/07/23 09:01:23] openrec INFO: epoch: [56/60], global_step: 91370, lr: 0.000011, loss: 0.148997, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.37251 s, avg_samples: 256.0, ips: 687.22327 samples/s, eta: 0:53:12 +[2025/07/23 09:01:27] openrec INFO: epoch: [56/60], global_step: 91380, lr: 0.000011, loss: 0.125568, avg_reader_cost: 0.01084 s, 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+[2025/07/23 09:03:27] openrec INFO: epoch: [56/60], global_step: 91680, lr: 0.000010, loss: 0.149484, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.39163 s, avg_samples: 256.0, ips: 653.67841 samples/s, eta: 0:50:58 +[2025/07/23 09:03:31] openrec INFO: epoch: [56/60], global_step: 91690, lr: 0.000010, loss: 0.159569, avg_reader_cost: 0.01069 s, avg_batch_cost: 0.41207 s, avg_samples: 256.0, ips: 621.25491 samples/s, eta: 0:50:53 +[2025/07/23 09:03:35] openrec INFO: epoch: [56/60], global_step: 91700, lr: 0.000010, loss: 0.145385, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.37719 s, avg_samples: 256.0, ips: 678.69988 samples/s, eta: 0:50:49 +[2025/07/23 09:03:39] openrec INFO: epoch: [56/60], global_step: 91710, lr: 0.000010, loss: 0.137072, avg_reader_cost: 0.01134 s, avg_batch_cost: 0.38723 s, avg_samples: 256.0, ips: 661.11192 samples/s, eta: 0:50:45 +[2025/07/23 09:03:43] openrec INFO: epoch: [56/60], global_step: 91720, lr: 0.000010, loss: 0.139338, avg_reader_cost: 0.01029 s, 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+[2025/07/23 09:05:09] openrec INFO: epoch: [56/60], global_step: 91910, lr: 0.000010, loss: 0.143738, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.40828 s, avg_samples: 256.0, ips: 627.01787 samples/s, eta: 0:49:19 +[2025/07/23 09:05:13] openrec INFO: epoch: [56/60], global_step: 91920, lr: 0.000010, loss: 0.120924, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.38658 s, avg_samples: 256.0, ips: 662.22415 samples/s, eta: 0:49:14 +[2025/07/23 09:05:17] openrec INFO: epoch: [56/60], global_step: 91930, lr: 0.000010, loss: 0.129758, avg_reader_cost: 0.01143 s, avg_batch_cost: 0.43489 s, avg_samples: 256.0, ips: 588.64794 samples/s, eta: 0:49:10 +[2025/07/23 09:05:21] openrec INFO: epoch: [56/60], global_step: 91940, lr: 0.000009, loss: 0.152363, avg_reader_cost: 0.01145 s, avg_batch_cost: 0.41364 s, avg_samples: 256.0, ips: 618.89502 samples/s, eta: 0:49:06 +[2025/07/23 09:05:25] openrec INFO: epoch: [56/60], global_step: 91950, lr: 0.000009, loss: 0.156081, avg_reader_cost: 0.01111 s, avg_batch_cost: 0.40713 s, avg_samples: 256.0, ips: 628.78637 samples/s, eta: 0:49:01 +[2025/07/23 09:05:29] openrec INFO: epoch: [56/60], global_step: 91960, lr: 0.000009, loss: 0.147878, avg_reader_cost: 0.01089 s, avg_batch_cost: 0.37770 s, avg_samples: 256.0, ips: 677.79294 samples/s, eta: 0:48:57 +[2025/07/23 09:05:33] openrec INFO: epoch: [56/60], global_step: 91970, lr: 0.000009, loss: 0.152326, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.40927 s, avg_samples: 256.0, ips: 625.50923 samples/s, eta: 0:48:53 +[2025/07/23 09:05:37] openrec INFO: epoch: [56/60], global_step: 91980, lr: 0.000009, loss: 0.148399, avg_reader_cost: 0.01114 s, avg_batch_cost: 0.41211 s, avg_samples: 256.0, ips: 621.19668 samples/s, eta: 0:48:48 +[2025/07/23 09:05:41] openrec INFO: epoch: [56/60], global_step: 91990, lr: 0.000009, loss: 0.158090, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.41130 s, avg_samples: 256.0, ips: 622.42327 samples/s, eta: 0:48:44 +[2025/07/23 09:05:45] openrec INFO: epoch: [56/60], global_step: 92000, lr: 0.000009, loss: 0.165776, avg_reader_cost: 0.01147 s, avg_batch_cost: 0.41306 s, avg_samples: 256.0, ips: 619.75857 samples/s, eta: 0:48:40 +[2025/07/23 09:05:49] openrec INFO: cur metric, acc: 0.9463300207694123, norm_edit_dis: 0.9796746888035178, num_samples: 7248, fps: 2809.360821781266 +[2025/07/23 09:05:49] openrec INFO: best metric, acc: 0.9467439280536094, norm_edit_dis: 0.9795941439007374, num_samples: 7248, fps: 2795.2493200442673, best_epoch: 56 +[2025/07/23 09:05:53] openrec INFO: epoch: [56/60], global_step: 92010, lr: 0.000009, loss: 0.158800, avg_reader_cost: 0.37672 s, avg_batch_cost: 0.75085 s, avg_samples: 256.0, ips: 340.94627 samples/s, eta: 0:48:36 +[2025/07/23 09:05:57] openrec INFO: epoch: [56/60], global_step: 92020, lr: 0.000009, loss: 0.157317, avg_reader_cost: 0.01129 s, avg_batch_cost: 0.42479 s, avg_samples: 256.0, ips: 602.64396 samples/s, eta: 0:48:31 +[2025/07/23 09:06:01] openrec INFO: epoch: [56/60], global_step: 92030, lr: 0.000009, loss: 0.146961, avg_reader_cost: 0.01148 s, avg_batch_cost: 0.41962 s, avg_samples: 256.0, ips: 610.08069 samples/s, eta: 0:48:27 +[2025/07/23 09:06:06] openrec INFO: epoch: [56/60], global_step: 92040, lr: 0.000009, loss: 0.146591, avg_reader_cost: 0.01104 s, avg_batch_cost: 0.43646 s, avg_samples: 256.0, ips: 586.54003 samples/s, eta: 0:48:23 +[2025/07/23 09:06:10] openrec INFO: epoch: [56/60], global_step: 92050, lr: 0.000009, loss: 0.160745, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.40705 s, avg_samples: 256.0, ips: 628.91549 samples/s, eta: 0:48:18 +[2025/07/23 09:06:13] openrec INFO: epoch: [56/60], global_step: 92060, lr: 0.000009, loss: 0.159510, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.36047 s, avg_samples: 256.0, ips: 710.17940 samples/s, eta: 0:48:14 +[2025/07/23 09:06:17] openrec INFO: epoch: [56/60], global_step: 92070, lr: 0.000009, loss: 0.123031, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.38070 s, avg_samples: 256.0, ips: 672.44715 samples/s, eta: 0:48:10 +[2025/07/23 09:06:21] openrec INFO: epoch: [56/60], global_step: 92080, lr: 0.000009, loss: 0.131108, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.39570 s, avg_samples: 256.0, ips: 646.95047 samples/s, eta: 0:48:05 +[2025/07/23 09:06:24] openrec INFO: epoch: [56/60], global_step: 92087, lr: 0.000009, loss: 0.130358, avg_reader_cost: 0.00815 s, avg_batch_cost: 0.30583 s, avg_samples: 179.2, ips: 585.94886 samples/s, eta: 0:48:02 +[2025/07/23 09:06:39] openrec INFO: cur metric, acc: 0.946605958958877, norm_edit_dis: 0.979396338425887, num_samples: 7248, fps: 534.0323684551828 +[2025/07/23 09:06:39] openrec INFO: best metric, acc: 0.9467439280536094, norm_edit_dis: 0.9795941439007374, num_samples: 7248, fps: 2795.2493200442673, best_epoch: 56 +[2025/07/23 09:06:41] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 09:06:42] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_56.pth +[2025/07/23 09:06:42] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep17/gpu1_ep17 +[2025/07/23 09:06:42] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep17/gpu2_ep17 +[2025/07/23 09:06:42] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep17/gpu0_ep17 +[2025/07/23 09:06:42] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep17/gpu3_ep17 +[2025/07/23 09:06:51] openrec INFO: 0 +[2025/07/23 09:06:51] openrec INFO: 790462 +[2025/07/23 09:06:51] openrec INFO: 959992 +[2025/07/23 09:06:51] openrec INFO: 666454 +[2025/07/23 09:06:51] openrec INFO: 997437 +[2025/07/23 09:06:54] openrec INFO: epoch: [57/60], global_step: 92090, lr: 0.000009, loss: 0.134947, avg_reader_cost: 2.87077 s, avg_batch_cost: 2.98226 s, avg_samples: 76.8, ips: 25.75225 samples/s, eta: 0:47:58 +[2025/07/23 09:06:58] openrec INFO: epoch: [57/60], global_step: 92100, lr: 0.000009, loss: 0.141106, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.38106 s, avg_samples: 256.0, ips: 671.80335 samples/s, eta: 0:47:53 +[2025/07/23 09:07:02] openrec INFO: epoch: [57/60], global_step: 92110, lr: 0.000009, loss: 0.136221, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.35903 s, avg_samples: 256.0, ips: 713.02446 samples/s, eta: 0:47:49 +[2025/07/23 09:07:05] openrec INFO: epoch: [57/60], global_step: 92120, lr: 0.000009, loss: 0.141542, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.38883 s, avg_samples: 256.0, ips: 658.37808 samples/s, eta: 0:47:45 +[2025/07/23 09:07:09] openrec INFO: epoch: [57/60], global_step: 92130, lr: 0.000009, loss: 0.139825, avg_reader_cost: 0.00982 s, avg_batch_cost: 0.37624 s, avg_samples: 256.0, ips: 680.41617 samples/s, eta: 0:47:40 +[2025/07/23 09:07:13] openrec INFO: epoch: [57/60], global_step: 92140, lr: 0.000009, loss: 0.137962, avg_reader_cost: 0.01184 s, 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[57/60], global_step: 92190, lr: 0.000009, loss: 0.166398, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.37153 s, avg_samples: 256.0, ips: 689.04617 samples/s, eta: 0:47:14 +[2025/07/23 09:07:37] openrec INFO: epoch: [57/60], global_step: 92200, lr: 0.000009, loss: 0.151598, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.37136 s, avg_samples: 256.0, ips: 689.36628 samples/s, eta: 0:47:10 +[2025/07/23 09:07:41] openrec INFO: epoch: [57/60], global_step: 92210, lr: 0.000009, loss: 0.150614, avg_reader_cost: 0.01126 s, avg_batch_cost: 0.41603 s, avg_samples: 256.0, ips: 615.33830 samples/s, eta: 0:47:06 +[2025/07/23 09:07:45] openrec INFO: epoch: [57/60], global_step: 92220, lr: 0.000009, loss: 0.158826, avg_reader_cost: 0.01154 s, avg_batch_cost: 0.41642 s, avg_samples: 256.0, ips: 614.75816 samples/s, eta: 0:47:01 +[2025/07/23 09:07:49] openrec INFO: epoch: [57/60], global_step: 92230, lr: 0.000009, loss: 0.164525, avg_reader_cost: 0.01188 s, avg_batch_cost: 0.43936 s, avg_samples: 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+[2025/07/23 09:08:28] openrec INFO: epoch: [57/60], global_step: 92330, lr: 0.000009, loss: 0.155828, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.36987 s, avg_samples: 256.0, ips: 692.13169 samples/s, eta: 0:46:14 +[2025/07/23 09:08:31] openrec INFO: epoch: [57/60], global_step: 92340, lr: 0.000009, loss: 0.148567, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.36197 s, avg_samples: 256.0, ips: 707.23297 samples/s, eta: 0:46:09 +[2025/07/23 09:08:35] openrec INFO: epoch: [57/60], global_step: 92350, lr: 0.000009, loss: 0.131222, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.39794 s, avg_samples: 256.0, ips: 643.31909 samples/s, eta: 0:46:05 +[2025/07/23 09:08:39] openrec INFO: epoch: [57/60], global_step: 92360, lr: 0.000009, loss: 0.129039, avg_reader_cost: 0.01062 s, avg_batch_cost: 0.39548 s, avg_samples: 256.0, ips: 647.31819 samples/s, eta: 0:46:01 +[2025/07/23 09:08:44] openrec INFO: epoch: [57/60], global_step: 92370, lr: 0.000009, loss: 0.141117, avg_reader_cost: 0.01018 s, 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[57/60], global_step: 92420, lr: 0.000008, loss: 0.139768, avg_reader_cost: 0.01141 s, avg_batch_cost: 0.37716 s, avg_samples: 256.0, ips: 678.76037 samples/s, eta: 0:45:35 +[2025/07/23 09:09:07] openrec INFO: epoch: [57/60], global_step: 92430, lr: 0.000008, loss: 0.129218, avg_reader_cost: 0.01097 s, avg_batch_cost: 0.38070 s, avg_samples: 256.0, ips: 672.44016 samples/s, eta: 0:45:30 +[2025/07/23 09:09:11] openrec INFO: epoch: [57/60], global_step: 92440, lr: 0.000008, loss: 0.129107, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.41274 s, avg_samples: 256.0, ips: 620.25255 samples/s, eta: 0:45:26 +[2025/07/23 09:09:15] openrec INFO: epoch: [57/60], global_step: 92450, lr: 0.000008, loss: 0.141995, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.41896 s, avg_samples: 256.0, ips: 611.03126 samples/s, eta: 0:45:22 +[2025/07/23 09:09:20] openrec INFO: epoch: [57/60], global_step: 92460, lr: 0.000008, loss: 0.176560, avg_reader_cost: 0.01095 s, avg_batch_cost: 0.42476 s, avg_samples: 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+[2025/07/23 09:11:46] openrec INFO: epoch: [57/60], global_step: 92820, lr: 0.000008, loss: 0.146621, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.41067 s, avg_samples: 256.0, ips: 623.37765 samples/s, eta: 0:42:41 +[2025/07/23 09:11:50] openrec INFO: epoch: [57/60], global_step: 92830, lr: 0.000008, loss: 0.145030, avg_reader_cost: 0.01133 s, avg_batch_cost: 0.39138 s, avg_samples: 256.0, ips: 654.09106 samples/s, eta: 0:42:37 +[2025/07/23 09:11:54] openrec INFO: epoch: [57/60], global_step: 92840, lr: 0.000008, loss: 0.149317, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.39216 s, avg_samples: 256.0, ips: 652.79631 samples/s, eta: 0:42:33 +[2025/07/23 09:11:58] openrec INFO: epoch: [57/60], global_step: 92850, lr: 0.000008, loss: 0.145723, avg_reader_cost: 0.01093 s, avg_batch_cost: 0.41862 s, avg_samples: 256.0, ips: 611.53120 samples/s, eta: 0:42:28 +[2025/07/23 09:12:02] openrec INFO: epoch: [57/60], global_step: 92860, lr: 0.000008, loss: 0.135610, avg_reader_cost: 0.01158 s, 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+[2025/07/23 09:15:04] openrec INFO: epoch: [57/60], global_step: 93310, lr: 0.000007, loss: 0.156507, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.37973 s, avg_samples: 256.0, ips: 674.16016 samples/s, eta: 0:39:09 +[2025/07/23 09:15:08] openrec INFO: epoch: [57/60], global_step: 93320, lr: 0.000007, loss: 0.144750, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.39489 s, avg_samples: 256.0, ips: 648.27761 samples/s, eta: 0:39:05 +[2025/07/23 09:15:12] openrec INFO: epoch: [57/60], global_step: 93330, lr: 0.000007, loss: 0.151542, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.39343 s, avg_samples: 256.0, ips: 650.68459 samples/s, eta: 0:39:01 +[2025/07/23 09:15:15] openrec INFO: epoch: [57/60], global_step: 93340, lr: 0.000007, loss: 0.145615, avg_reader_cost: 0.00990 s, avg_batch_cost: 0.36897 s, avg_samples: 256.0, ips: 693.81642 samples/s, eta: 0:38:56 +[2025/07/23 09:15:19] openrec INFO: epoch: [57/60], global_step: 93350, lr: 0.000007, loss: 0.144704, avg_reader_cost: 0.01019 s, 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[57/60], global_step: 93400, lr: 0.000006, loss: 0.140615, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.37377 s, avg_samples: 256.0, ips: 684.91227 samples/s, eta: 0:38:30 +[2025/07/23 09:15:43] openrec INFO: epoch: [57/60], global_step: 93410, lr: 0.000006, loss: 0.142058, avg_reader_cost: 0.01195 s, avg_batch_cost: 0.42140 s, avg_samples: 256.0, ips: 607.50497 samples/s, eta: 0:38:26 +[2025/07/23 09:15:48] openrec INFO: epoch: [57/60], global_step: 93420, lr: 0.000006, loss: 0.152719, avg_reader_cost: 0.01101 s, avg_batch_cost: 0.41303 s, avg_samples: 256.0, ips: 619.80755 samples/s, eta: 0:38:22 +[2025/07/23 09:15:52] openrec INFO: epoch: [57/60], global_step: 93430, lr: 0.000006, loss: 0.149050, avg_reader_cost: 0.01119 s, avg_batch_cost: 0.40641 s, avg_samples: 256.0, ips: 629.90598 samples/s, eta: 0:38:17 +[2025/07/23 09:15:56] openrec INFO: epoch: [57/60], global_step: 93440, lr: 0.000006, loss: 0.137458, avg_reader_cost: 0.01168 s, avg_batch_cost: 0.43787 s, avg_samples: 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loss: 0.153525, avg_reader_cost: 0.01221 s, avg_batch_cost: 0.39031 s, avg_samples: 256.0, ips: 655.89187 samples/s, eta: 0:37:51 +[2025/07/23 09:16:19] openrec INFO: epoch: [57/60], global_step: 93500, lr: 0.000006, loss: 0.146707, avg_reader_cost: 0.01142 s, avg_batch_cost: 0.39613 s, avg_samples: 256.0, ips: 646.25488 samples/s, eta: 0:37:47 +[2025/07/23 09:16:22] openrec INFO: cur metric, acc: 0.9456401752957504, norm_edit_dis: 0.9787509774887404, num_samples: 7248, fps: 2802.9824707536245 +[2025/07/23 09:16:22] openrec INFO: best metric, acc: 0.9467439280536094, norm_edit_dis: 0.9795941439007374, num_samples: 7248, fps: 2795.2493200442673, best_epoch: 56 +[2025/07/23 09:16:26] openrec INFO: epoch: [57/60], global_step: 93510, lr: 0.000006, loss: 0.135000, avg_reader_cost: 0.37559 s, avg_batch_cost: 0.74368 s, avg_samples: 256.0, ips: 344.23390 samples/s, eta: 0:37:43 +[2025/07/23 09:16:30] openrec INFO: epoch: [57/60], global_step: 93520, lr: 0.000006, loss: 0.132331, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.36712 s, avg_samples: 256.0, ips: 697.32379 samples/s, eta: 0:37:39 +[2025/07/23 09:16:34] openrec INFO: epoch: [57/60], global_step: 93530, lr: 0.000006, loss: 0.138120, avg_reader_cost: 0.00942 s, avg_batch_cost: 0.36045 s, avg_samples: 256.0, ips: 710.21698 samples/s, eta: 0:37:34 +[2025/07/23 09:16:37] openrec INFO: epoch: [57/60], global_step: 93540, lr: 0.000006, loss: 0.146691, avg_reader_cost: 0.00871 s, avg_batch_cost: 0.38749 s, avg_samples: 256.0, ips: 660.66040 samples/s, eta: 0:37:30 +[2025/07/23 09:16:41] openrec INFO: epoch: [57/60], global_step: 93550, lr: 0.000006, loss: 0.126241, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.38826 s, avg_samples: 256.0, ips: 659.34509 samples/s, eta: 0:37:26 +[2025/07/23 09:16:57] openrec INFO: epoch: [57/60], global_step: 93560, lr: 0.000006, loss: 0.126646, avg_reader_cost: 0.01001 s, avg_batch_cost: 1.56644 s, avg_samples: 256.0, ips: 163.42822 samples/s, eta: 0:37:22 +[2025/07/23 09:17:01] openrec INFO: epoch: [57/60], global_step: 93570, lr: 0.000006, loss: 0.132032, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.34960 s, avg_samples: 256.0, ips: 732.25919 samples/s, eta: 0:37:18 +[2025/07/23 09:17:04] openrec INFO: epoch: [57/60], global_step: 93580, lr: 0.000006, loss: 0.138707, avg_reader_cost: 0.01093 s, avg_batch_cost: 0.38374 s, avg_samples: 256.0, ips: 667.11302 samples/s, eta: 0:37:13 +[2025/07/23 09:17:08] openrec INFO: epoch: [57/60], global_step: 93590, lr: 0.000006, loss: 0.145562, avg_reader_cost: 0.01075 s, avg_batch_cost: 0.38138 s, avg_samples: 256.0, ips: 671.24173 samples/s, eta: 0:37:09 +[2025/07/23 09:17:12] openrec INFO: epoch: [57/60], global_step: 93600, lr: 0.000006, loss: 0.143594, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.36392 s, avg_samples: 256.0, ips: 703.44827 samples/s, eta: 0:37:05 +[2025/07/23 09:17:16] openrec INFO: epoch: [57/60], global_step: 93610, lr: 0.000006, loss: 0.141321, avg_reader_cost: 0.01019 s, 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[57/60], global_step: 93660, lr: 0.000006, loss: 0.158300, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.38236 s, avg_samples: 256.0, ips: 669.53093 samples/s, eta: 0:36:38 +[2025/07/23 09:17:38] openrec INFO: epoch: [57/60], global_step: 93670, lr: 0.000006, loss: 0.151243, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.38154 s, avg_samples: 256.0, ips: 670.95965 samples/s, eta: 0:36:34 +[2025/07/23 09:17:42] openrec INFO: epoch: [57/60], global_step: 93680, lr: 0.000006, loss: 0.157317, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.38896 s, avg_samples: 256.0, ips: 658.15818 samples/s, eta: 0:36:30 +[2025/07/23 09:17:46] openrec INFO: epoch: [57/60], global_step: 93690, lr: 0.000006, loss: 0.150917, avg_reader_cost: 0.01114 s, avg_batch_cost: 0.40871 s, avg_samples: 256.0, ips: 626.36241 samples/s, eta: 0:36:26 +[2025/07/23 09:17:50] openrec INFO: epoch: [57/60], global_step: 93700, lr: 0.000006, loss: 0.146067, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.38830 s, avg_samples: 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loss: 0.151559, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.38807 s, avg_samples: 256.0, ips: 659.67162 samples/s, eta: 0:36:00 +[2025/07/23 09:18:12] openrec INFO: epoch: [57/60], global_step: 93756, lr: 0.000006, loss: 0.151559, avg_reader_cost: 0.00542 s, avg_batch_cost: 0.24041 s, avg_samples: 153.6, ips: 638.90132 samples/s, eta: 0:35:57 +[2025/07/23 09:18:27] openrec INFO: cur metric, acc: 0.9453642371062856, norm_edit_dis: 0.9788716622810738, num_samples: 7248, fps: 525.396956908201 +[2025/07/23 09:18:27] openrec INFO: best metric, acc: 0.9467439280536094, norm_edit_dis: 0.9795941439007374, num_samples: 7248, fps: 2795.2493200442673, best_epoch: 56 +[2025/07/23 09:18:29] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 09:18:30] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_57.pth +[2025/07/23 09:18:30] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep18/gpu0_ep18 +[2025/07/23 09:18:30] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep18/gpu3_ep18 +[2025/07/23 09:18:30] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep18/gpu1_ep18 +[2025/07/23 09:18:30] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep18/gpu2_ep18 +[2025/07/23 09:18:39] openrec INFO: 0 +[2025/07/23 09:18:39] openrec INFO: 790980 +[2025/07/23 09:18:39] openrec INFO: 961913 +[2025/07/23 09:18:39] openrec INFO: 666127 +[2025/07/23 09:18:39] openrec INFO: 997053 +[2025/07/23 09:18:43] openrec INFO: epoch: [58/60], global_step: 93760, lr: 0.000006, loss: 0.148882, avg_reader_cost: 2.92553 s, avg_batch_cost: 3.06049 s, avg_samples: 102.4, ips: 33.45872 samples/s, eta: 0:35:58 +[2025/07/23 09:18:47] openrec INFO: epoch: [58/60], global_step: 93770, lr: 0.000006, loss: 0.142479, avg_reader_cost: 0.00918 s, avg_batch_cost: 0.37039 s, avg_samples: 256.0, ips: 691.15743 samples/s, eta: 0:35:54 +[2025/07/23 09:18:50] openrec INFO: epoch: [58/60], global_step: 93780, lr: 0.000006, loss: 0.153769, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.37921 s, avg_samples: 256.0, ips: 675.08591 samples/s, eta: 0:35:49 +[2025/07/23 09:18:54] openrec INFO: epoch: [58/60], global_step: 93790, lr: 0.000006, loss: 0.155059, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.37545 s, avg_samples: 256.0, ips: 681.85535 samples/s, eta: 0:35:45 +[2025/07/23 09:18:58] openrec INFO: epoch: [58/60], global_step: 93800, lr: 0.000006, loss: 0.160454, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.40595 s, avg_samples: 256.0, ips: 630.61654 samples/s, eta: 0:35:41 +[2025/07/23 09:19:02] openrec INFO: epoch: [58/60], global_step: 93810, lr: 0.000006, loss: 0.148729, avg_reader_cost: 0.00949 s, 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[58/60], global_step: 93860, lr: 0.000006, loss: 0.128157, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.40487 s, avg_samples: 256.0, ips: 632.30659 samples/s, eta: 0:35:15 +[2025/07/23 09:19:26] openrec INFO: epoch: [58/60], global_step: 93870, lr: 0.000006, loss: 0.140460, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.38839 s, avg_samples: 256.0, ips: 659.13190 samples/s, eta: 0:35:10 +[2025/07/23 09:19:30] openrec INFO: epoch: [58/60], global_step: 93880, lr: 0.000006, loss: 0.140755, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.39529 s, avg_samples: 256.0, ips: 647.62381 samples/s, eta: 0:35:06 +[2025/07/23 09:19:34] openrec INFO: epoch: [58/60], global_step: 93890, lr: 0.000006, loss: 0.142353, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.39618 s, avg_samples: 256.0, ips: 646.16707 samples/s, eta: 0:35:02 +[2025/07/23 09:19:38] openrec INFO: epoch: [58/60], global_step: 93900, lr: 0.000006, loss: 0.127202, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.38706 s, avg_samples: 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loss: 0.154853, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.38634 s, avg_samples: 256.0, ips: 662.62256 samples/s, eta: 0:34:36 +[2025/07/23 09:20:02] openrec INFO: epoch: [58/60], global_step: 93960, lr: 0.000005, loss: 0.154853, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.38185 s, avg_samples: 256.0, ips: 670.41722 samples/s, eta: 0:34:31 +[2025/07/23 09:20:06] openrec INFO: epoch: [58/60], global_step: 93970, lr: 0.000005, loss: 0.120496, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.40388 s, avg_samples: 256.0, ips: 633.84883 samples/s, eta: 0:34:27 +[2025/07/23 09:20:10] openrec INFO: epoch: [58/60], global_step: 93980, lr: 0.000005, loss: 0.134638, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.39573 s, avg_samples: 256.0, ips: 646.90705 samples/s, eta: 0:34:23 +[2025/07/23 09:20:14] openrec INFO: epoch: [58/60], global_step: 93990, lr: 0.000005, loss: 0.162587, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.41192 s, avg_samples: 256.0, ips: 621.48429 samples/s, eta: 0:34:18 +[2025/07/23 09:20:18] openrec INFO: epoch: [58/60], global_step: 94000, lr: 0.000005, loss: 0.170667, avg_reader_cost: 0.01074 s, avg_batch_cost: 0.40907 s, avg_samples: 256.0, ips: 625.81372 samples/s, eta: 0:34:14 +[2025/07/23 09:20:22] openrec INFO: cur metric, acc: 0.9452262680115532, norm_edit_dis: 0.9790051638696021, num_samples: 7248, fps: 2802.9243225660357 +[2025/07/23 09:20:22] openrec INFO: best metric, acc: 0.9467439280536094, norm_edit_dis: 0.9795941439007374, num_samples: 7248, fps: 2795.2493200442673, best_epoch: 56 +[2025/07/23 09:20:26] openrec INFO: epoch: [58/60], global_step: 94010, lr: 0.000005, loss: 0.152212, avg_reader_cost: 0.37097 s, avg_batch_cost: 0.73952 s, avg_samples: 256.0, ips: 346.17158 samples/s, eta: 0:34:10 +[2025/07/23 09:20:30] openrec INFO: epoch: [58/60], global_step: 94020, lr: 0.000005, loss: 0.136496, avg_reader_cost: 0.01051 s, avg_batch_cost: 0.41159 s, avg_samples: 256.0, ips: 621.98502 samples/s, eta: 0:34:06 +[2025/07/23 09:20:34] openrec INFO: epoch: [58/60], global_step: 94030, lr: 0.000005, loss: 0.160974, avg_reader_cost: 0.01038 s, avg_batch_cost: 0.41523 s, avg_samples: 256.0, ips: 616.52236 samples/s, eta: 0:34:01 +[2025/07/23 09:20:38] openrec INFO: epoch: [58/60], global_step: 94040, lr: 0.000005, loss: 0.166570, avg_reader_cost: 0.01097 s, avg_batch_cost: 0.43643 s, avg_samples: 256.0, ips: 586.57348 samples/s, eta: 0:33:57 +[2025/07/23 09:20:42] openrec INFO: epoch: [58/60], global_step: 94050, lr: 0.000005, loss: 0.155372, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.38882 s, avg_samples: 256.0, ips: 658.40597 samples/s, eta: 0:33:53 +[2025/07/23 09:20:46] openrec INFO: epoch: [58/60], global_step: 94060, lr: 0.000005, loss: 0.127207, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.37467 s, avg_samples: 256.0, ips: 683.27189 samples/s, eta: 0:33:48 +[2025/07/23 09:20:50] openrec INFO: epoch: [58/60], global_step: 94070, lr: 0.000005, loss: 0.120653, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.40833 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+[2025/07/23 09:23:39] openrec INFO: epoch: [58/60], global_step: 94490, lr: 0.000005, loss: 0.150621, avg_reader_cost: 0.01233 s, avg_batch_cost: 0.41109 s, avg_samples: 256.0, ips: 622.73729 samples/s, eta: 0:30:42 +[2025/07/23 09:23:44] openrec INFO: epoch: [58/60], global_step: 94500, lr: 0.000005, loss: 0.165960, avg_reader_cost: 0.01112 s, avg_batch_cost: 0.42590 s, avg_samples: 256.0, ips: 601.07925 samples/s, eta: 0:30:38 +[2025/07/23 09:23:47] openrec INFO: cur metric, acc: 0.9457781443904827, norm_edit_dis: 0.9790411951180051, num_samples: 7248, fps: 2790.8389268417623 +[2025/07/23 09:23:47] openrec INFO: best metric, acc: 0.9467439280536094, norm_edit_dis: 0.9795941439007374, num_samples: 7248, fps: 2795.2493200442673, best_epoch: 56 +[2025/07/23 09:23:52] openrec INFO: epoch: [58/60], global_step: 94510, lr: 0.000005, loss: 0.163276, avg_reader_cost: 0.37891 s, avg_batch_cost: 0.78414 s, avg_samples: 256.0, ips: 326.47234 samples/s, eta: 0:30:34 +[2025/07/23 09:23:56] openrec INFO: epoch: [58/60], global_step: 94520, lr: 0.000005, loss: 0.168746, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.39790 s, avg_samples: 256.0, ips: 643.36978 samples/s, eta: 0:30:30 +[2025/07/23 09:23:59] openrec INFO: epoch: [58/60], global_step: 94530, lr: 0.000005, loss: 0.158577, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.38954 s, avg_samples: 256.0, ips: 657.18028 samples/s, eta: 0:30:25 +[2025/07/23 09:24:03] openrec INFO: epoch: [58/60], global_step: 94540, lr: 0.000005, loss: 0.141721, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.39703 s, avg_samples: 256.0, ips: 644.78573 samples/s, eta: 0:30:21 +[2025/07/23 09:24:08] openrec INFO: epoch: [58/60], global_step: 94550, lr: 0.000005, loss: 0.149764, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.40941 s, avg_samples: 256.0, ips: 625.29617 samples/s, eta: 0:30:17 +[2025/07/23 09:24:12] openrec INFO: epoch: [58/60], global_step: 94560, lr: 0.000005, loss: 0.145639, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.39340 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[58/60], global_step: 94840, lr: 0.000004, loss: 0.146666, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.40058 s, avg_samples: 256.0, ips: 639.07114 samples/s, eta: 0:28:11 +[2025/07/23 09:26:08] openrec INFO: epoch: [58/60], global_step: 94850, lr: 0.000004, loss: 0.148780, avg_reader_cost: 0.00955 s, avg_batch_cost: 0.38141 s, avg_samples: 256.0, ips: 671.18609 samples/s, eta: 0:28:07 +[2025/07/23 09:26:12] openrec INFO: epoch: [58/60], global_step: 94860, lr: 0.000004, loss: 0.140260, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.39574 s, avg_samples: 256.0, ips: 646.89076 samples/s, eta: 0:28:03 +[2025/07/23 09:26:16] openrec INFO: epoch: [58/60], global_step: 94870, lr: 0.000004, loss: 0.136919, avg_reader_cost: 0.01063 s, avg_batch_cost: 0.39076 s, avg_samples: 256.0, ips: 655.12912 samples/s, eta: 0:27:58 +[2025/07/23 09:26:20] openrec INFO: epoch: [58/60], global_step: 94880, lr: 0.000004, loss: 0.139041, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.40461 s, avg_samples: 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loss: 0.144537, avg_reader_cost: 0.00918 s, avg_batch_cost: 0.39061 s, avg_samples: 256.0, ips: 655.38840 samples/s, eta: 0:27:32 +[2025/07/23 09:26:44] openrec INFO: epoch: [58/60], global_step: 94940, lr: 0.000004, loss: 0.145184, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.39272 s, avg_samples: 256.0, ips: 651.85983 samples/s, eta: 0:27:28 +[2025/07/23 09:26:48] openrec INFO: epoch: [58/60], global_step: 94950, lr: 0.000004, loss: 0.143873, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.37473 s, avg_samples: 256.0, ips: 683.16295 samples/s, eta: 0:27:24 +[2025/07/23 09:26:52] openrec INFO: epoch: [58/60], global_step: 94960, lr: 0.000004, loss: 0.138096, avg_reader_cost: 0.01011 s, avg_batch_cost: 0.39136 s, avg_samples: 256.0, ips: 654.12824 samples/s, eta: 0:27:19 +[2025/07/23 09:26:56] openrec INFO: epoch: [58/60], global_step: 94970, lr: 0.000004, loss: 0.138193, avg_reader_cost: 0.01150 s, avg_batch_cost: 0.42781 s, avg_samples: 256.0, ips: 598.39295 samples/s, eta: 0:27:15 +[2025/07/23 09:27:00] openrec INFO: epoch: [58/60], global_step: 94980, lr: 0.000004, loss: 0.141541, avg_reader_cost: 0.01062 s, avg_batch_cost: 0.39738 s, avg_samples: 256.0, ips: 644.21393 samples/s, eta: 0:27:11 +[2025/07/23 09:27:04] openrec INFO: epoch: [58/60], global_step: 94990, lr: 0.000004, loss: 0.127571, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.39832 s, avg_samples: 256.0, ips: 642.69182 samples/s, eta: 0:27:06 +[2025/07/23 09:27:08] openrec INFO: epoch: [58/60], global_step: 95000, lr: 0.000004, loss: 0.127148, avg_reader_cost: 0.01057 s, avg_batch_cost: 0.39491 s, avg_samples: 256.0, ips: 648.24587 samples/s, eta: 0:27:02 +[2025/07/23 09:27:12] openrec INFO: cur metric, acc: 0.9475717426220037, norm_edit_dis: 0.9798541679393762, num_samples: 7248, fps: 2796.4560247594177 +[2025/07/23 09:27:12] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/best.pth +[2025/07/23 09:27:12] openrec INFO: best metric, acc: 0.9475717426220037, norm_edit_dis: 0.9798541679393762, num_samples: 7248, fps: 2796.4560247594177, best_epoch: 58 +[2025/07/23 09:27:16] openrec INFO: epoch: [58/60], global_step: 95010, lr: 0.000004, loss: 0.148739, avg_reader_cost: 0.43417 s, avg_batch_cost: 0.82790 s, avg_samples: 256.0, ips: 309.21652 samples/s, eta: 0:26:58 +[2025/07/23 09:27:20] openrec INFO: epoch: [58/60], global_step: 95020, lr: 0.000004, loss: 0.153553, avg_reader_cost: 0.01086 s, avg_batch_cost: 0.39983 s, avg_samples: 256.0, ips: 640.27424 samples/s, eta: 0:26:54 +[2025/07/23 09:27:25] openrec INFO: epoch: [58/60], global_step: 95030, lr: 0.000004, loss: 0.152411, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.42147 s, avg_samples: 256.0, ips: 607.40012 samples/s, eta: 0:26:49 +[2025/07/23 09:27:29] openrec INFO: epoch: [58/60], global_step: 95040, lr: 0.000004, loss: 0.149187, avg_reader_cost: 0.01115 s, avg_batch_cost: 0.40522 s, avg_samples: 256.0, ips: 631.74918 samples/s, eta: 0:26:45 +[2025/07/23 09:27:33] openrec INFO: epoch: [58/60], global_step: 95050, lr: 0.000004, loss: 0.141382, avg_reader_cost: 0.01083 s, avg_batch_cost: 0.40337 s, avg_samples: 256.0, ips: 634.64802 samples/s, eta: 0:26:41 +[2025/07/23 09:27:37] openrec INFO: epoch: [58/60], global_step: 95060, lr: 0.000004, loss: 0.130867, avg_reader_cost: 0.01093 s, avg_batch_cost: 0.42047 s, avg_samples: 256.0, ips: 608.83969 samples/s, eta: 0:26:36 +[2025/07/23 09:27:41] openrec INFO: epoch: [58/60], global_step: 95070, lr: 0.000004, loss: 0.137528, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.38866 s, avg_samples: 256.0, ips: 658.66749 samples/s, eta: 0:26:32 +[2025/07/23 09:27:45] openrec INFO: epoch: [58/60], global_step: 95080, lr: 0.000004, loss: 0.147233, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.40940 s, avg_samples: 256.0, ips: 625.29824 samples/s, eta: 0:26:28 +[2025/07/23 09:27:49] openrec INFO: epoch: [58/60], global_step: 95090, lr: 0.000004, loss: 0.152967, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.42769 s, avg_samples: 256.0, ips: 598.55890 samples/s, eta: 0:26:23 +[2025/07/23 09:27:53] openrec INFO: epoch: [58/60], global_step: 95100, lr: 0.000004, loss: 0.162016, avg_reader_cost: 0.01029 s, avg_batch_cost: 0.40786 s, avg_samples: 256.0, ips: 627.67242 samples/s, eta: 0:26:19 +[2025/07/23 09:27:57] openrec INFO: epoch: [58/60], global_step: 95110, lr: 0.000004, loss: 0.155921, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.38897 s, avg_samples: 256.0, ips: 658.15152 samples/s, eta: 0:26:15 +[2025/07/23 09:28:01] openrec INFO: epoch: [58/60], global_step: 95120, lr: 0.000004, loss: 0.141358, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.40295 s, avg_samples: 256.0, ips: 635.30952 samples/s, eta: 0:26:10 +[2025/07/23 09:28:05] openrec INFO: epoch: [58/60], global_step: 95130, lr: 0.000004, loss: 0.141601, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.39656 s, avg_samples: 256.0, ips: 645.55710 samples/s, eta: 0:26:06 +[2025/07/23 09:28:09] openrec INFO: epoch: [58/60], global_step: 95140, lr: 0.000004, loss: 0.137531, avg_reader_cost: 0.01084 s, avg_batch_cost: 0.39434 s, avg_samples: 256.0, ips: 649.18961 samples/s, eta: 0:26:02 +[2025/07/23 09:28:13] openrec INFO: epoch: [58/60], global_step: 95150, lr: 0.000004, loss: 0.131495, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.38069 s, avg_samples: 256.0, ips: 672.46113 samples/s, eta: 0:25:58 +[2025/07/23 09:28:17] openrec INFO: epoch: [58/60], global_step: 95160, lr: 0.000004, loss: 0.147818, avg_reader_cost: 0.01095 s, avg_batch_cost: 0.39642 s, avg_samples: 256.0, ips: 645.77864 samples/s, eta: 0:25:53 +[2025/07/23 09:28:21] openrec INFO: epoch: [58/60], global_step: 95170, lr: 0.000004, loss: 0.140004, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.37899 s, avg_samples: 256.0, ips: 675.47798 samples/s, eta: 0:25:49 +[2025/07/23 09:28:25] openrec INFO: epoch: [58/60], global_step: 95180, lr: 0.000004, loss: 0.139416, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.40244 s, avg_samples: 256.0, ips: 636.12291 samples/s, eta: 0:25:45 +[2025/07/23 09:28:29] openrec INFO: epoch: [58/60], global_step: 95190, lr: 0.000004, loss: 0.135897, avg_reader_cost: 0.01084 s, avg_batch_cost: 0.40319 s, avg_samples: 256.0, ips: 634.92907 samples/s, eta: 0:25:40 +[2025/07/23 09:28:33] openrec INFO: epoch: [58/60], global_step: 95200, lr: 0.000004, loss: 0.154213, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.42190 s, avg_samples: 256.0, ips: 606.78275 samples/s, eta: 0:25:36 +[2025/07/23 09:28:37] openrec INFO: epoch: [58/60], global_step: 95210, lr: 0.000004, loss: 0.146384, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.38819 s, avg_samples: 256.0, ips: 659.46511 samples/s, eta: 0:25:32 +[2025/07/23 09:28:41] openrec INFO: epoch: [58/60], global_step: 95220, lr: 0.000004, loss: 0.133622, avg_reader_cost: 0.01173 s, avg_batch_cost: 0.40692 s, avg_samples: 256.0, ips: 629.10972 samples/s, eta: 0:25:27 +[2025/07/23 09:28:57] openrec INFO: epoch: [58/60], global_step: 95230, lr: 0.000004, loss: 0.132353, avg_reader_cost: 0.00959 s, avg_batch_cost: 1.61306 s, avg_samples: 256.0, ips: 158.70461 samples/s, eta: 0:25:23 +[2025/07/23 09:29:01] openrec INFO: epoch: [58/60], global_step: 95240, lr: 0.000004, loss: 0.131750, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.34864 s, avg_samples: 256.0, ips: 734.28175 samples/s, eta: 0:25:19 +[2025/07/23 09:29:05] openrec INFO: epoch: [58/60], global_step: 95250, lr: 0.000003, loss: 0.134568, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.38603 s, avg_samples: 256.0, ips: 663.15384 samples/s, eta: 0:25:15 +[2025/07/23 09:29:09] openrec INFO: epoch: [58/60], global_step: 95260, lr: 0.000003, loss: 0.144945, avg_reader_cost: 0.01197 s, avg_batch_cost: 0.40001 s, avg_samples: 256.0, ips: 639.99084 samples/s, eta: 0:25:10 +[2025/07/23 09:29:12] openrec INFO: epoch: [58/60], global_step: 95270, lr: 0.000003, loss: 0.144945, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.36370 s, avg_samples: 256.0, ips: 703.86975 samples/s, eta: 0:25:06 +[2025/07/23 09:29:16] openrec INFO: epoch: [58/60], global_step: 95280, lr: 0.000003, loss: 0.137718, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.36372 s, avg_samples: 256.0, ips: 703.82997 samples/s, eta: 0:25:02 +[2025/07/23 09:29:20] openrec INFO: epoch: [58/60], global_step: 95290, lr: 0.000003, loss: 0.153204, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.37506 s, avg_samples: 256.0, ips: 682.56360 samples/s, eta: 0:24:57 +[2025/07/23 09:29:23] openrec INFO: epoch: [58/60], global_step: 95300, lr: 0.000003, loss: 0.158428, avg_reader_cost: 0.01094 s, avg_batch_cost: 0.36270 s, avg_samples: 256.0, ips: 705.81069 samples/s, eta: 0:24:53 +[2025/07/23 09:29:27] openrec INFO: epoch: [58/60], global_step: 95310, lr: 0.000003, loss: 0.140030, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.38296 s, avg_samples: 256.0, ips: 668.48185 samples/s, eta: 0:24:49 +[2025/07/23 09:29:31] openrec INFO: epoch: [58/60], global_step: 95320, lr: 0.000003, loss: 0.113951, avg_reader_cost: 0.01282 s, avg_batch_cost: 0.37714 s, avg_samples: 256.0, ips: 678.79122 samples/s, eta: 0:24:44 +[2025/07/23 09:29:35] openrec INFO: epoch: [58/60], global_step: 95330, lr: 0.000003, loss: 0.126646, avg_reader_cost: 0.00926 s, avg_batch_cost: 0.35483 s, avg_samples: 256.0, ips: 721.46503 samples/s, eta: 0:24:40 +[2025/07/23 09:29:38] openrec INFO: epoch: [58/60], global_step: 95340, lr: 0.000003, loss: 0.139356, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.37857 s, avg_samples: 256.0, ips: 676.23700 samples/s, eta: 0:24:36 +[2025/07/23 09:29:42] openrec INFO: epoch: [58/60], global_step: 95350, lr: 0.000003, loss: 0.147413, avg_reader_cost: 0.01004 s, avg_batch_cost: 0.36707 s, avg_samples: 256.0, ips: 697.41284 samples/s, eta: 0:24:31 +[2025/07/23 09:29:46] openrec INFO: epoch: [58/60], global_step: 95360, lr: 0.000003, loss: 0.141343, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.37512 s, avg_samples: 256.0, ips: 682.44781 samples/s, eta: 0:24:27 +[2025/07/23 09:29:49] openrec INFO: epoch: [58/60], global_step: 95370, lr: 0.000003, loss: 0.139154, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.36243 s, avg_samples: 256.0, ips: 706.34246 samples/s, eta: 0:24:23 +[2025/07/23 09:29:53] openrec INFO: epoch: [58/60], global_step: 95380, lr: 0.000003, loss: 0.139166, avg_reader_cost: 0.01006 s, avg_batch_cost: 0.35333 s, avg_samples: 256.0, ips: 724.54405 samples/s, eta: 0:24:18 +[2025/07/23 09:29:57] openrec INFO: epoch: [58/60], global_step: 95390, lr: 0.000003, loss: 0.131876, avg_reader_cost: 0.00893 s, avg_batch_cost: 0.36592 s, avg_samples: 256.0, ips: 699.61396 samples/s, eta: 0:24:14 +[2025/07/23 09:30:01] openrec INFO: epoch: [58/60], global_step: 95400, lr: 0.000003, loss: 0.129897, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.39319 s, avg_samples: 256.0, ips: 651.08080 samples/s, eta: 0:24:10 +[2025/07/23 09:30:04] openrec INFO: epoch: [58/60], global_step: 95410, lr: 0.000003, loss: 0.141421, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.36342 s, avg_samples: 256.0, ips: 704.42817 samples/s, eta: 0:24:05 +[2025/07/23 09:30:08] openrec INFO: epoch: [58/60], global_step: 95420, lr: 0.000003, loss: 0.145122, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.35550 s, avg_samples: 256.0, ips: 720.11482 samples/s, eta: 0:24:01 +[2025/07/23 09:30:10] openrec INFO: epoch: [58/60], global_step: 95426, lr: 0.000003, loss: 0.143010, avg_reader_cost: 0.00735 s, avg_batch_cost: 0.25686 s, avg_samples: 153.6, ips: 597.99974 samples/s, eta: 0:23:59 +[2025/07/23 09:30:25] openrec INFO: cur metric, acc: 0.9464679898641446, norm_edit_dis: 0.9795506405253405, num_samples: 7248, fps: 543.2098665615233 +[2025/07/23 09:30:25] openrec INFO: best metric, acc: 0.9475717426220037, norm_edit_dis: 0.9798541679393762, num_samples: 7248, fps: 2796.4560247594177, best_epoch: 58 +[2025/07/23 09:30:27] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 09:30:27] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_58.pth +[2025/07/23 09:30:27] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep19/gpu3_ep19 +[2025/07/23 09:30:27] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep19/gpu2_ep19 +[2025/07/23 09:30:27] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep19/gpu1_ep19 +[2025/07/23 09:30:27] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep19/gpu0_ep19 +[2025/07/23 09:30:37] openrec INFO: 0 +[2025/07/23 09:30:37] openrec INFO: 789480 +[2025/07/23 09:30:37] openrec INFO: 961382 +[2025/07/23 09:30:37] openrec INFO: 666153 +[2025/07/23 09:30:37] openrec INFO: 998166 +[2025/07/23 09:30:40] openrec INFO: epoch: [59/60], global_step: 95430, lr: 0.000003, loss: 0.143010, avg_reader_cost: 2.87356 s, avg_batch_cost: 3.00596 s, avg_samples: 102.4, ips: 34.06563 samples/s, eta: 0:23:58 +[2025/07/23 09:30:44] openrec INFO: epoch: [59/60], global_step: 95440, lr: 0.000003, loss: 0.157937, avg_reader_cost: 0.01134 s, avg_batch_cost: 0.36225 s, avg_samples: 256.0, ips: 706.69540 samples/s, eta: 0:23:53 +[2025/07/23 09:30:48] openrec INFO: epoch: [59/60], global_step: 95450, lr: 0.000003, loss: 0.134615, avg_reader_cost: 0.00851 s, avg_batch_cost: 0.35488 s, avg_samples: 256.0, ips: 721.36048 samples/s, eta: 0:23:49 +[2025/07/23 09:30:51] openrec INFO: epoch: [59/60], global_step: 95460, lr: 0.000003, loss: 0.134229, avg_reader_cost: 0.00895 s, avg_batch_cost: 0.35912 s, avg_samples: 256.0, ips: 712.84870 samples/s, eta: 0:23:45 +[2025/07/23 09:30:55] openrec INFO: epoch: [59/60], global_step: 95470, lr: 0.000003, loss: 0.137911, avg_reader_cost: 0.01064 s, avg_batch_cost: 0.36772 s, avg_samples: 256.0, ips: 696.18732 samples/s, eta: 0:23:40 +[2025/07/23 09:30:58] openrec INFO: epoch: [59/60], global_step: 95480, lr: 0.000003, loss: 0.147001, avg_reader_cost: 0.00879 s, avg_batch_cost: 0.35945 s, avg_samples: 256.0, ips: 712.19729 samples/s, eta: 0:23:36 +[2025/07/23 09:31:02] openrec INFO: epoch: [59/60], global_step: 95490, lr: 0.000003, loss: 0.129542, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.37561 s, avg_samples: 256.0, ips: 681.56160 samples/s, eta: 0:23:32 +[2025/07/23 09:31:06] openrec INFO: epoch: [59/60], global_step: 95500, lr: 0.000003, loss: 0.129190, avg_reader_cost: 0.01080 s, avg_batch_cost: 0.38703 s, avg_samples: 256.0, ips: 661.44310 samples/s, eta: 0:23:27 +[2025/07/23 09:31:10] openrec INFO: cur metric, acc: 0.9467439280536094, norm_edit_dis: 0.9792902841602108, num_samples: 7248, fps: 2803.854724570708 +[2025/07/23 09:31:10] openrec INFO: best metric, acc: 0.9475717426220037, norm_edit_dis: 0.9798541679393762, num_samples: 7248, fps: 2796.4560247594177, best_epoch: 58 +[2025/07/23 09:31:14] openrec INFO: epoch: [59/60], global_step: 95510, lr: 0.000003, loss: 0.138365, avg_reader_cost: 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INFO: epoch: [59/60], global_step: 95560, lr: 0.000003, loss: 0.140396, avg_reader_cost: 0.00941 s, avg_batch_cost: 0.38225 s, avg_samples: 256.0, ips: 669.72566 samples/s, eta: 0:23:02 +[2025/07/23 09:31:36] openrec INFO: epoch: [59/60], global_step: 95570, lr: 0.000003, loss: 0.140396, avg_reader_cost: 0.01128 s, avg_batch_cost: 0.40666 s, avg_samples: 256.0, ips: 629.51555 samples/s, eta: 0:22:57 +[2025/07/23 09:31:40] openrec INFO: epoch: [59/60], global_step: 95580, lr: 0.000003, loss: 0.151511, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.38105 s, avg_samples: 256.0, ips: 671.82446 samples/s, eta: 0:22:53 +[2025/07/23 09:31:44] openrec INFO: epoch: [59/60], global_step: 95590, lr: 0.000003, loss: 0.158469, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.37724 s, avg_samples: 256.0, ips: 678.60615 samples/s, eta: 0:22:49 +[2025/07/23 09:31:48] openrec INFO: epoch: [59/60], global_step: 95600, lr: 0.000003, loss: 0.156368, avg_reader_cost: 0.01080 s, avg_batch_cost: 0.38213 s, 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+[2025/07/23 09:35:38] openrec INFO: epoch: [59/60], global_step: 96190, lr: 0.000002, loss: 0.138005, avg_reader_cost: 0.01091 s, avg_batch_cost: 0.41471 s, avg_samples: 256.0, ips: 617.30530 samples/s, eta: 0:18:29 +[2025/07/23 09:35:42] openrec INFO: epoch: [59/60], global_step: 96200, lr: 0.000002, loss: 0.138005, avg_reader_cost: 0.01124 s, avg_batch_cost: 0.40826 s, avg_samples: 256.0, ips: 627.05822 samples/s, eta: 0:18:25 +[2025/07/23 09:35:46] openrec INFO: epoch: [59/60], global_step: 96210, lr: 0.000002, loss: 0.132866, avg_reader_cost: 0.01125 s, avg_batch_cost: 0.40082 s, avg_samples: 256.0, ips: 638.68823 samples/s, eta: 0:18:21 +[2025/07/23 09:35:50] openrec INFO: epoch: [59/60], global_step: 96220, lr: 0.000002, loss: 0.131374, avg_reader_cost: 0.01122 s, avg_batch_cost: 0.40154 s, avg_samples: 256.0, ips: 637.54171 samples/s, eta: 0:18:16 +[2025/07/23 09:35:54] openrec INFO: epoch: [59/60], global_step: 96230, lr: 0.000002, loss: 0.146384, avg_reader_cost: 0.01101 s, 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+[2025/07/23 09:37:06] openrec INFO: epoch: [59/60], global_step: 96420, lr: 0.000002, loss: 0.157499, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.37210 s, avg_samples: 256.0, ips: 687.98900 samples/s, eta: 0:16:50 +[2025/07/23 09:37:10] openrec INFO: epoch: [59/60], global_step: 96430, lr: 0.000002, loss: 0.158230, avg_reader_cost: 0.01081 s, avg_batch_cost: 0.37487 s, avg_samples: 256.0, ips: 682.91250 samples/s, eta: 0:16:46 +[2025/07/23 09:37:14] openrec INFO: epoch: [59/60], global_step: 96440, lr: 0.000002, loss: 0.150180, avg_reader_cost: 0.01000 s, avg_batch_cost: 0.37298 s, avg_samples: 256.0, ips: 686.36774 samples/s, eta: 0:16:41 +[2025/07/23 09:37:18] openrec INFO: epoch: [59/60], global_step: 96450, lr: 0.000002, loss: 0.146443, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.36436 s, avg_samples: 256.0, ips: 702.59649 samples/s, eta: 0:16:37 +[2025/07/23 09:37:21] openrec INFO: epoch: [59/60], global_step: 96460, lr: 0.000002, loss: 0.157474, avg_reader_cost: 0.01039 s, 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+[2025/07/23 09:40:30] openrec INFO: epoch: [59/60], global_step: 96910, lr: 0.000002, loss: 0.159641, avg_reader_cost: 0.01043 s, avg_batch_cost: 0.34633 s, avg_samples: 256.0, ips: 739.17253 samples/s, eta: 0:13:19 +[2025/07/23 09:40:33] openrec INFO: epoch: [59/60], global_step: 96920, lr: 0.000002, loss: 0.153924, avg_reader_cost: 0.01031 s, avg_batch_cost: 0.36668 s, avg_samples: 256.0, ips: 698.16351 samples/s, eta: 0:13:14 +[2025/07/23 09:40:37] openrec INFO: epoch: [59/60], global_step: 96930, lr: 0.000002, loss: 0.142745, avg_reader_cost: 0.00968 s, avg_batch_cost: 0.36004 s, avg_samples: 256.0, ips: 711.02463 samples/s, eta: 0:13:10 +[2025/07/23 09:40:40] openrec INFO: epoch: [59/60], global_step: 96940, lr: 0.000002, loss: 0.135702, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.35977 s, avg_samples: 256.0, ips: 711.57409 samples/s, eta: 0:13:06 +[2025/07/23 09:40:44] openrec INFO: epoch: [59/60], global_step: 96950, lr: 0.000002, loss: 0.132911, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.38961 s, avg_samples: 256.0, ips: 657.06301 samples/s, eta: 0:13:01 +[2025/07/23 09:40:48] openrec INFO: epoch: [59/60], global_step: 96960, lr: 0.000002, loss: 0.141030, avg_reader_cost: 0.01123 s, avg_batch_cost: 0.41134 s, avg_samples: 256.0, ips: 622.35534 samples/s, eta: 0:12:57 +[2025/07/23 09:40:52] openrec INFO: epoch: [59/60], global_step: 96970, lr: 0.000002, loss: 0.142043, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.37634 s, avg_samples: 256.0, ips: 680.23069 samples/s, eta: 0:12:53 +[2025/07/23 09:40:56] openrec INFO: epoch: [59/60], global_step: 96980, lr: 0.000002, loss: 0.122688, avg_reader_cost: 0.01067 s, avg_batch_cost: 0.37218 s, avg_samples: 256.0, ips: 687.84105 samples/s, eta: 0:12:49 +[2025/07/23 09:41:00] openrec INFO: epoch: [59/60], global_step: 96990, lr: 0.000002, loss: 0.145905, avg_reader_cost: 0.01082 s, avg_batch_cost: 0.36256 s, avg_samples: 256.0, ips: 706.09242 samples/s, eta: 0:12:44 +[2025/07/23 09:41:04] openrec INFO: epoch: [59/60], global_step: 97000, lr: 0.000002, loss: 0.146401, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.38561 s, avg_samples: 256.0, ips: 663.87793 samples/s, eta: 0:12:40 +[2025/07/23 09:41:07] openrec INFO: cur metric, acc: 0.9471578353378065, norm_edit_dis: 0.979392294097696, num_samples: 7248, fps: 2799.0470257119264 +[2025/07/23 09:41:07] openrec INFO: best metric, acc: 0.9475717426220037, norm_edit_dis: 0.9798541679393762, num_samples: 7248, fps: 2796.4560247594177, best_epoch: 58 +[2025/07/23 09:41:11] openrec INFO: epoch: [59/60], global_step: 97010, lr: 0.000001, loss: 0.148368, avg_reader_cost: 0.37275 s, avg_batch_cost: 0.73190 s, avg_samples: 256.0, ips: 349.77362 samples/s, eta: 0:12:36 +[2025/07/23 09:41:15] openrec INFO: epoch: [59/60], global_step: 97020, lr: 0.000001, loss: 0.146820, avg_reader_cost: 0.01115 s, avg_batch_cost: 0.39597 s, avg_samples: 256.0, ips: 646.51878 samples/s, eta: 0:12:31 +[2025/07/23 09:41:19] openrec INFO: epoch: [59/60], global_step: 97030, lr: 0.000001, loss: 0.152989, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.39460 s, avg_samples: 256.0, ips: 648.75371 samples/s, eta: 0:12:27 +[2025/07/23 09:41:23] openrec INFO: epoch: [59/60], global_step: 97040, lr: 0.000001, loss: 0.148791, avg_reader_cost: 0.01108 s, avg_batch_cost: 0.40791 s, avg_samples: 256.0, ips: 627.59087 samples/s, eta: 0:12:23 +[2025/07/23 09:41:27] openrec INFO: epoch: [59/60], global_step: 97050, lr: 0.000001, loss: 0.149259, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.41215 s, avg_samples: 256.0, ips: 621.14059 samples/s, eta: 0:12:18 +[2025/07/23 09:41:31] openrec INFO: epoch: [59/60], global_step: 97060, lr: 0.000001, loss: 0.160124, avg_reader_cost: 0.01043 s, avg_batch_cost: 0.41540 s, avg_samples: 256.0, ips: 616.27884 samples/s, eta: 0:12:14 +[2025/07/23 09:41:35] openrec INFO: epoch: [59/60], global_step: 97070, lr: 0.000001, loss: 0.154585, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.37239 s, avg_samples: 256.0, ips: 687.44533 samples/s, eta: 0:12:10 +[2025/07/23 09:41:39] openrec INFO: epoch: [59/60], global_step: 97080, lr: 0.000001, loss: 0.154585, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.41256 s, avg_samples: 256.0, ips: 620.51439 samples/s, eta: 0:12:05 +[2025/07/23 09:41:43] openrec INFO: epoch: [59/60], global_step: 97090, lr: 0.000001, loss: 0.170209, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.39037 s, avg_samples: 256.0, ips: 655.78696 samples/s, eta: 0:12:01 +[2025/07/23 09:41:46] openrec INFO: epoch: [59/60], global_step: 97096, lr: 0.000001, loss: 0.157021, avg_reader_cost: 0.00663 s, avg_batch_cost: 0.25470 s, avg_samples: 153.6, ips: 603.07136 samples/s, eta: 0:11:59 +[2025/07/23 09:42:01] openrec INFO: cur metric, acc: 0.946605958958877, norm_edit_dis: 0.979246985617386, num_samples: 7248, fps: 520.1639442554982 +[2025/07/23 09:42:01] openrec INFO: best metric, acc: 0.9475717426220037, norm_edit_dis: 0.9798541679393762, num_samples: 7248, fps: 2796.4560247594177, best_epoch: 58 +[2025/07/23 09:42:02] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 09:42:03] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_59.pth +[2025/07/23 09:42:03] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep20/gpu0_ep20 +[2025/07/23 09:42:03] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep20/gpu1_ep20 +[2025/07/23 09:42:03] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep20/gpu3_ep20 +[2025/07/23 09:42:03] openrec INFO: Initialize indexs of datasets:../training_aug_lmdb_noerror/ep20/gpu2_ep20 +[2025/07/23 09:42:12] openrec INFO: 0 +[2025/07/23 09:42:12] openrec INFO: 789365 +[2025/07/23 09:42:12] openrec INFO: 961682 +[2025/07/23 09:42:12] openrec INFO: 665798 +[2025/07/23 09:42:12] openrec INFO: 999056 +[2025/07/23 09:42:15] openrec INFO: epoch: [60/60], global_step: 97100, lr: 0.000001, loss: 0.157021, avg_reader_cost: 2.86128 s, avg_batch_cost: 2.99544 s, avg_samples: 102.4, ips: 34.18526 samples/s, eta: 0:11:57 +[2025/07/23 09:42:19] openrec INFO: epoch: [60/60], global_step: 97110, lr: 0.000001, loss: 0.131530, avg_reader_cost: 0.01080 s, avg_batch_cost: 0.38681 s, avg_samples: 256.0, ips: 661.82405 samples/s, eta: 0:11:53 +[2025/07/23 09:42:23] openrec INFO: epoch: [60/60], global_step: 97120, lr: 0.000001, loss: 0.132421, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.35264 s, avg_samples: 256.0, ips: 725.96021 samples/s, eta: 0:11:49 +[2025/07/23 09:42:27] openrec INFO: epoch: [60/60], global_step: 97130, lr: 0.000001, loss: 0.125483, avg_reader_cost: 0.01154 s, avg_batch_cost: 0.41013 s, avg_samples: 256.0, ips: 624.19465 samples/s, eta: 0:11:44 +[2025/07/23 09:42:31] openrec INFO: epoch: [60/60], global_step: 97140, lr: 0.000001, loss: 0.146103, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.40623 s, avg_samples: 256.0, ips: 630.18351 samples/s, eta: 0:11:40 +[2025/07/23 09:42:35] openrec INFO: epoch: [60/60], global_step: 97150, lr: 0.000001, loss: 0.149151, avg_reader_cost: 0.01256 s, avg_batch_cost: 0.43384 s, avg_samples: 256.0, ips: 590.08346 samples/s, eta: 0:11:36 +[2025/07/23 09:42:40] openrec INFO: epoch: [60/60], global_step: 97160, lr: 0.000001, loss: 0.146099, avg_reader_cost: 0.01110 s, avg_batch_cost: 0.43932 s, avg_samples: 256.0, ips: 582.71642 samples/s, eta: 0:11:31 +[2025/07/23 09:42:44] openrec INFO: epoch: [60/60], global_step: 97170, lr: 0.000001, loss: 0.137071, avg_reader_cost: 0.01130 s, avg_batch_cost: 0.42628 s, avg_samples: 256.0, ips: 600.54502 samples/s, eta: 0:11:27 +[2025/07/23 09:42:48] openrec INFO: epoch: [60/60], global_step: 97180, lr: 0.000001, loss: 0.134203, avg_reader_cost: 0.01137 s, avg_batch_cost: 0.43820 s, avg_samples: 256.0, ips: 584.20787 samples/s, eta: 0:11:23 +[2025/07/23 09:42:53] openrec INFO: epoch: [60/60], global_step: 97190, lr: 0.000001, loss: 0.141931, avg_reader_cost: 0.01203 s, avg_batch_cost: 0.43613 s, avg_samples: 256.0, ips: 586.98358 samples/s, eta: 0:11:19 +[2025/07/23 09:42:57] openrec INFO: epoch: [60/60], global_step: 97200, lr: 0.000001, loss: 0.146896, avg_reader_cost: 0.01170 s, avg_batch_cost: 0.40975 s, avg_samples: 256.0, ips: 624.76654 samples/s, eta: 0:11:14 +[2025/07/23 09:43:01] openrec INFO: epoch: [60/60], global_step: 97210, lr: 0.000001, loss: 0.138633, avg_reader_cost: 0.01135 s, avg_batch_cost: 0.42759 s, avg_samples: 256.0, ips: 598.70979 samples/s, eta: 0:11:10 +[2025/07/23 09:43:06] openrec INFO: epoch: [60/60], global_step: 97220, lr: 0.000001, loss: 0.123274, avg_reader_cost: 0.01191 s, avg_batch_cost: 0.43306 s, avg_samples: 256.0, ips: 591.14523 samples/s, eta: 0:11:06 +[2025/07/23 09:43:10] openrec INFO: epoch: [60/60], global_step: 97230, lr: 0.000001, loss: 0.136085, avg_reader_cost: 0.01168 s, avg_batch_cost: 0.43629 s, avg_samples: 256.0, ips: 586.76045 samples/s, eta: 0:11:01 +[2025/07/23 09:43:14] openrec INFO: epoch: [60/60], global_step: 97240, lr: 0.000001, loss: 0.140854, avg_reader_cost: 0.01156 s, avg_batch_cost: 0.43086 s, avg_samples: 256.0, ips: 594.15674 samples/s, eta: 0:10:57 +[2025/07/23 09:43:19] openrec INFO: epoch: [60/60], global_step: 97250, lr: 0.000001, loss: 0.163838, avg_reader_cost: 0.01157 s, avg_batch_cost: 0.44009 s, avg_samples: 256.0, ips: 581.69842 samples/s, eta: 0:10:53 +[2025/07/23 09:43:23] openrec INFO: epoch: [60/60], global_step: 97260, lr: 0.000001, loss: 0.143351, avg_reader_cost: 0.01126 s, avg_batch_cost: 0.43730 s, avg_samples: 256.0, ips: 585.40659 samples/s, eta: 0:10:48 +[2025/07/23 09:43:27] openrec INFO: epoch: [60/60], global_step: 97270, lr: 0.000001, loss: 0.138388, avg_reader_cost: 0.01126 s, avg_batch_cost: 0.43949 s, avg_samples: 256.0, ips: 582.48689 samples/s, eta: 0:10:44 +[2025/07/23 09:43:32] openrec INFO: epoch: [60/60], global_step: 97280, lr: 0.000001, loss: 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+[2025/07/23 09:43:54] openrec INFO: epoch: [60/60], global_step: 97330, lr: 0.000001, loss: 0.132968, avg_reader_cost: 0.01066 s, avg_batch_cost: 0.43015 s, avg_samples: 256.0, ips: 595.13640 samples/s, eta: 0:10:18 +[2025/07/23 09:43:58] openrec INFO: epoch: [60/60], global_step: 97340, lr: 0.000001, loss: 0.141210, avg_reader_cost: 0.01081 s, avg_batch_cost: 0.42757 s, avg_samples: 256.0, ips: 598.73670 samples/s, eta: 0:10:14 +[2025/07/23 09:44:02] openrec INFO: epoch: [60/60], global_step: 97350, lr: 0.000001, loss: 0.134298, avg_reader_cost: 0.01070 s, avg_batch_cost: 0.41993 s, avg_samples: 256.0, ips: 609.63139 samples/s, eta: 0:10:10 +[2025/07/23 09:44:07] openrec INFO: epoch: [60/60], global_step: 97360, lr: 0.000001, loss: 0.139266, avg_reader_cost: 0.01096 s, avg_batch_cost: 0.43509 s, avg_samples: 256.0, ips: 588.38502 samples/s, eta: 0:10:05 +[2025/07/23 09:44:11] openrec INFO: epoch: [60/60], global_step: 97370, lr: 0.000001, loss: 0.158807, avg_reader_cost: 0.01156 s, avg_batch_cost: 0.43003 s, avg_samples: 256.0, ips: 595.30237 samples/s, eta: 0:10:01 +[2025/07/23 09:44:15] openrec INFO: epoch: [60/60], global_step: 97380, lr: 0.000001, loss: 0.156099, avg_reader_cost: 0.01120 s, avg_batch_cost: 0.42051 s, avg_samples: 256.0, ips: 608.78919 samples/s, eta: 0:09:57 +[2025/07/23 09:44:20] openrec INFO: epoch: [60/60], global_step: 97390, lr: 0.000001, loss: 0.155241, avg_reader_cost: 0.01129 s, avg_batch_cost: 0.43721 s, avg_samples: 256.0, ips: 585.52819 samples/s, eta: 0:09:52 +[2025/07/23 09:44:24] openrec INFO: epoch: [60/60], global_step: 97400, lr: 0.000001, loss: 0.145159, avg_reader_cost: 0.01127 s, avg_batch_cost: 0.41811 s, avg_samples: 256.0, ips: 612.27182 samples/s, eta: 0:09:48 +[2025/07/23 09:44:28] openrec INFO: epoch: [60/60], global_step: 97410, lr: 0.000001, loss: 0.133735, avg_reader_cost: 0.01132 s, avg_batch_cost: 0.43102 s, avg_samples: 256.0, ips: 593.93536 samples/s, eta: 0:09:44 +[2025/07/23 09:44:32] openrec INFO: epoch: [60/60], global_step: 97420, lr: 0.000001, loss: 0.130752, avg_reader_cost: 0.01183 s, avg_batch_cost: 0.40589 s, avg_samples: 256.0, ips: 630.70974 samples/s, eta: 0:09:39 +[2025/07/23 09:44:37] openrec INFO: epoch: [60/60], global_step: 97430, lr: 0.000001, loss: 0.136704, avg_reader_cost: 0.01139 s, avg_batch_cost: 0.43566 s, avg_samples: 256.0, ips: 587.61371 samples/s, eta: 0:09:35 +[2025/07/23 09:44:41] openrec INFO: epoch: [60/60], global_step: 97440, lr: 0.000001, loss: 0.148370, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.43093 s, avg_samples: 256.0, ips: 594.05836 samples/s, eta: 0:09:31 +[2025/07/23 09:44:45] openrec INFO: epoch: [60/60], global_step: 97450, lr: 0.000001, loss: 0.149381, avg_reader_cost: 0.01141 s, avg_batch_cost: 0.43690 s, avg_samples: 256.0, ips: 585.94382 samples/s, eta: 0:09:27 +[2025/07/23 09:44:50] openrec INFO: epoch: [60/60], global_step: 97460, lr: 0.000001, loss: 0.144931, avg_reader_cost: 0.01187 s, avg_batch_cost: 0.43300 s, avg_samples: 256.0, ips: 591.22006 samples/s, eta: 0:09:22 +[2025/07/23 09:44:54] openrec INFO: epoch: [60/60], global_step: 97470, lr: 0.000001, loss: 0.146254, avg_reader_cost: 0.01118 s, avg_batch_cost: 0.43911 s, avg_samples: 256.0, ips: 582.99858 samples/s, eta: 0:09:18 +[2025/07/23 09:44:58] openrec INFO: epoch: [60/60], global_step: 97480, lr: 0.000001, loss: 0.155185, avg_reader_cost: 0.01179 s, avg_batch_cost: 0.43849 s, avg_samples: 256.0, ips: 583.81866 samples/s, eta: 0:09:14 +[2025/07/23 09:45:03] openrec INFO: epoch: [60/60], global_step: 97490, lr: 0.000001, loss: 0.151169, avg_reader_cost: 0.01111 s, avg_batch_cost: 0.42736 s, avg_samples: 256.0, ips: 599.02052 samples/s, eta: 0:09:09 +[2025/07/23 09:45:07] openrec INFO: epoch: [60/60], global_step: 97500, lr: 0.000001, loss: 0.138002, avg_reader_cost: 0.01141 s, avg_batch_cost: 0.43397 s, avg_samples: 256.0, ips: 589.89906 samples/s, eta: 0:09:05 +[2025/07/23 09:45:11] openrec INFO: cur metric, acc: 0.9463300207694123, norm_edit_dis: 0.9790390834904198, num_samples: 7248, fps: 2810.6764092576063 +[2025/07/23 09:45:11] openrec INFO: best metric, acc: 0.9475717426220037, norm_edit_dis: 0.9798541679393762, num_samples: 7248, fps: 2796.4560247594177, best_epoch: 58 +[2025/07/23 09:45:15] openrec INFO: epoch: [60/60], global_step: 97510, lr: 0.000001, loss: 0.142839, avg_reader_cost: 0.37466 s, avg_batch_cost: 0.78104 s, avg_samples: 256.0, ips: 327.76981 samples/s, eta: 0:09:01 +[2025/07/23 09:45:19] openrec INFO: epoch: [60/60], global_step: 97520, lr: 0.000001, loss: 0.147860, avg_reader_cost: 0.01128 s, avg_batch_cost: 0.43580 s, avg_samples: 256.0, ips: 587.42140 samples/s, eta: 0:08:56 +[2025/07/23 09:45:24] openrec INFO: epoch: [60/60], global_step: 97530, lr: 0.000001, loss: 0.129270, avg_reader_cost: 0.01071 s, avg_batch_cost: 0.43330 s, avg_samples: 256.0, ips: 590.81540 samples/s, eta: 0:08:52 +[2025/07/23 09:45:28] openrec INFO: epoch: [60/60], global_step: 97540, lr: 0.000001, loss: 0.145325, 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+[2025/07/23 09:47:30] openrec INFO: epoch: [60/60], global_step: 97820, lr: 0.000001, loss: 0.145199, avg_reader_cost: 0.01160 s, avg_batch_cost: 0.44413 s, avg_samples: 256.0, ips: 576.40612 samples/s, eta: 0:06:47 +[2025/07/23 09:47:34] openrec INFO: epoch: [60/60], global_step: 97830, lr: 0.000001, loss: 0.149028, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.42787 s, avg_samples: 256.0, ips: 598.30655 samples/s, eta: 0:06:43 +[2025/07/23 09:47:39] openrec INFO: epoch: [60/60], global_step: 97840, lr: 0.000001, loss: 0.140527, avg_reader_cost: 0.01140 s, avg_batch_cost: 0.42434 s, avg_samples: 256.0, ips: 603.28529 samples/s, eta: 0:06:39 +[2025/07/23 09:47:43] openrec INFO: epoch: [60/60], global_step: 97850, lr: 0.000001, loss: 0.146965, avg_reader_cost: 0.01138 s, avg_batch_cost: 0.43211 s, avg_samples: 256.0, ips: 592.43546 samples/s, eta: 0:06:34 +[2025/07/23 09:47:47] openrec INFO: epoch: [60/60], global_step: 97860, lr: 0.000001, loss: 0.147291, avg_reader_cost: 0.01079 s, 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+[2025/07/23 09:51:08] openrec INFO: epoch: [60/60], global_step: 98310, lr: 0.000001, loss: 0.139705, avg_reader_cost: 0.01278 s, avg_batch_cost: 0.43892 s, avg_samples: 256.0, ips: 583.25525 samples/s, eta: 0:03:16 +[2025/07/23 09:51:12] openrec INFO: epoch: [60/60], global_step: 98320, lr: 0.000001, loss: 0.149643, avg_reader_cost: 0.01140 s, avg_batch_cost: 0.42265 s, avg_samples: 256.0, ips: 605.70891 samples/s, eta: 0:03:12 +[2025/07/23 09:51:17] openrec INFO: epoch: [60/60], global_step: 98330, lr: 0.000001, loss: 0.145541, avg_reader_cost: 0.01119 s, avg_batch_cost: 0.42984 s, avg_samples: 256.0, ips: 595.56372 samples/s, eta: 0:03:07 +[2025/07/23 09:51:21] openrec INFO: epoch: [60/60], global_step: 98340, lr: 0.000001, loss: 0.141388, avg_reader_cost: 0.01120 s, avg_batch_cost: 0.43388 s, avg_samples: 256.0, ips: 590.02000 samples/s, eta: 0:03:03 +[2025/07/23 09:51:25] openrec INFO: epoch: [60/60], global_step: 98350, lr: 0.000001, loss: 0.128940, avg_reader_cost: 0.01127 s, 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[60/60], global_step: 98400, lr: 0.000001, loss: 0.135487, avg_reader_cost: 0.01157 s, avg_batch_cost: 0.43778 s, avg_samples: 256.0, ips: 584.76383 samples/s, eta: 0:02:37 +[2025/07/23 09:51:51] openrec INFO: epoch: [60/60], global_step: 98410, lr: 0.000001, loss: 0.137368, avg_reader_cost: 0.01100 s, avg_batch_cost: 0.44175 s, avg_samples: 256.0, ips: 579.50801 samples/s, eta: 0:02:33 +[2025/07/23 09:51:56] openrec INFO: epoch: [60/60], global_step: 98420, lr: 0.000000, loss: 0.138259, avg_reader_cost: 0.01168 s, avg_batch_cost: 0.44023 s, avg_samples: 256.0, ips: 581.50963 samples/s, eta: 0:02:29 +[2025/07/23 09:52:00] openrec INFO: epoch: [60/60], global_step: 98430, lr: 0.000000, loss: 0.146962, avg_reader_cost: 0.01136 s, avg_batch_cost: 0.43106 s, avg_samples: 256.0, ips: 593.88707 samples/s, eta: 0:02:24 +[2025/07/23 09:52:04] openrec INFO: epoch: [60/60], global_step: 98440, lr: 0.000000, loss: 0.161989, avg_reader_cost: 0.01119 s, avg_batch_cost: 0.43632 s, avg_samples: 256.0, ips: 586.73073 samples/s, eta: 0:02:20 +[2025/07/23 09:52:09] openrec INFO: epoch: [60/60], global_step: 98450, lr: 0.000000, loss: 0.164379, avg_reader_cost: 0.01133 s, avg_batch_cost: 0.44098 s, avg_samples: 256.0, ips: 580.52767 samples/s, eta: 0:02:16 +[2025/07/23 09:52:13] openrec INFO: epoch: [60/60], global_step: 98460, lr: 0.000000, loss: 0.147882, avg_reader_cost: 0.01137 s, avg_batch_cost: 0.44124 s, avg_samples: 256.0, ips: 580.18403 samples/s, eta: 0:02:11 +[2025/07/23 09:52:18] openrec INFO: epoch: [60/60], global_step: 98470, lr: 0.000000, loss: 0.141321, avg_reader_cost: 0.01146 s, avg_batch_cost: 0.43286 s, avg_samples: 256.0, ips: 591.40978 samples/s, eta: 0:02:07 +[2025/07/23 09:52:22] openrec INFO: epoch: [60/60], global_step: 98480, lr: 0.000000, loss: 0.138777, avg_reader_cost: 0.01123 s, avg_batch_cost: 0.44027 s, avg_samples: 256.0, ips: 581.45968 samples/s, eta: 0:02:03 +[2025/07/23 09:52:27] openrec INFO: epoch: [60/60], global_step: 98490, lr: 0.000000, loss: 0.130169, avg_reader_cost: 0.01147 s, avg_batch_cost: 0.44525 s, avg_samples: 256.0, ips: 574.95594 samples/s, eta: 0:01:58 +[2025/07/23 09:52:31] openrec INFO: epoch: [60/60], global_step: 98500, lr: 0.000000, loss: 0.130112, avg_reader_cost: 0.01149 s, avg_batch_cost: 0.43004 s, avg_samples: 256.0, ips: 595.29864 samples/s, eta: 0:01:54 +[2025/07/23 09:52:35] openrec INFO: cur metric, acc: 0.946605958958877, norm_edit_dis: 0.979478801863282, num_samples: 7248, fps: 2801.1151816748525 +[2025/07/23 09:52:35] openrec INFO: best metric, acc: 0.9475717426220037, norm_edit_dis: 0.9798541679393762, num_samples: 7248, fps: 2796.4560247594177, best_epoch: 58 +[2025/07/23 09:52:39] openrec INFO: epoch: [60/60], global_step: 98510, lr: 0.000000, loss: 0.141191, avg_reader_cost: 0.37944 s, avg_batch_cost: 0.79689 s, avg_samples: 256.0, ips: 321.24902 samples/s, eta: 0:01:50 +[2025/07/23 09:52:43] openrec INFO: epoch: [60/60], global_step: 98520, lr: 0.000000, loss: 0.145831, avg_reader_cost: 0.01173 s, avg_batch_cost: 0.43958 s, avg_samples: 256.0, ips: 582.37151 samples/s, eta: 0:01:46 +[2025/07/23 09:52:48] openrec INFO: epoch: [60/60], global_step: 98530, lr: 0.000000, loss: 0.138756, avg_reader_cost: 0.01116 s, avg_batch_cost: 0.42950 s, avg_samples: 256.0, ips: 596.03846 samples/s, eta: 0:01:41 +[2025/07/23 09:52:52] openrec INFO: epoch: [60/60], global_step: 98540, lr: 0.000000, loss: 0.135430, avg_reader_cost: 0.01165 s, avg_batch_cost: 0.41818 s, avg_samples: 256.0, ips: 612.17607 samples/s, eta: 0:01:37 +[2025/07/23 09:52:56] openrec INFO: epoch: [60/60], global_step: 98550, lr: 0.000000, loss: 0.137171, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.43106 s, avg_samples: 256.0, ips: 593.88490 samples/s, eta: 0:01:33 +[2025/07/23 09:53:00] openrec INFO: epoch: [60/60], global_step: 98560, lr: 0.000000, loss: 0.139192, avg_reader_cost: 0.01237 s, avg_batch_cost: 0.43946 s, avg_samples: 256.0, ips: 582.52822 samples/s, eta: 0:01:28 +[2025/07/23 09:53:17] openrec INFO: epoch: [60/60], global_step: 98570, lr: 0.000000, loss: 0.135658, avg_reader_cost: 0.01117 s, avg_batch_cost: 1.62677 s, avg_samples: 256.0, ips: 157.36698 samples/s, eta: 0:01:24 +[2025/07/23 09:53:21] openrec INFO: epoch: [60/60], global_step: 98580, lr: 0.000000, loss: 0.139931, avg_reader_cost: 0.01137 s, avg_batch_cost: 0.42925 s, avg_samples: 256.0, ips: 596.39584 samples/s, eta: 0:01:20 +[2025/07/23 09:53:25] openrec INFO: epoch: [60/60], global_step: 98590, lr: 0.000000, loss: 0.139931, avg_reader_cost: 0.01081 s, avg_batch_cost: 0.43473 s, avg_samples: 256.0, ips: 588.87441 samples/s, eta: 0:01:15 +[2025/07/23 09:53:30] openrec INFO: epoch: [60/60], global_step: 98600, lr: 0.000000, loss: 0.136331, avg_reader_cost: 0.01116 s, avg_batch_cost: 0.43646 s, avg_samples: 256.0, ips: 586.53478 samples/s, eta: 0:01:11 +[2025/07/23 09:53:34] openrec INFO: epoch: [60/60], global_step: 98610, lr: 0.000000, loss: 0.131491, avg_reader_cost: 0.01130 s, avg_batch_cost: 0.43017 s, avg_samples: 256.0, ips: 595.11516 samples/s, eta: 0:01:07 +[2025/07/23 09:53:38] openrec INFO: epoch: [60/60], global_step: 98620, lr: 0.000000, loss: 0.131491, avg_reader_cost: 0.01101 s, avg_batch_cost: 0.43923 s, avg_samples: 256.0, ips: 582.84183 samples/s, eta: 0:01:02 +[2025/07/23 09:53:43] openrec INFO: epoch: [60/60], global_step: 98630, lr: 0.000000, loss: 0.137996, avg_reader_cost: 0.01116 s, avg_batch_cost: 0.44431 s, avg_samples: 256.0, ips: 576.16845 samples/s, eta: 0:00:58 +[2025/07/23 09:53:47] openrec INFO: epoch: [60/60], global_step: 98640, lr: 0.000000, loss: 0.137996, avg_reader_cost: 0.01167 s, avg_batch_cost: 0.44360 s, avg_samples: 256.0, ips: 577.09675 samples/s, eta: 0:00:54 +[2025/07/23 09:53:52] openrec INFO: epoch: [60/60], global_step: 98650, lr: 0.000000, loss: 0.130600, avg_reader_cost: 0.01140 s, avg_batch_cost: 0.43841 s, avg_samples: 256.0, ips: 583.92286 samples/s, eta: 0:00:50 +[2025/07/23 09:53:56] openrec INFO: epoch: [60/60], global_step: 98660, lr: 0.000000, loss: 0.141921, avg_reader_cost: 0.01172 s, avg_batch_cost: 0.43565 s, avg_samples: 256.0, ips: 587.62458 samples/s, eta: 0:00:45 +[2025/07/23 09:54:01] openrec INFO: epoch: [60/60], global_step: 98670, lr: 0.000000, loss: 0.143091, avg_reader_cost: 0.01086 s, avg_batch_cost: 0.44001 s, avg_samples: 256.0, ips: 581.80742 samples/s, eta: 0:00:41 +[2025/07/23 09:54:05] openrec INFO: epoch: [60/60], global_step: 98680, lr: 0.000000, loss: 0.139255, avg_reader_cost: 0.01121 s, avg_batch_cost: 0.43847 s, avg_samples: 256.0, ips: 583.85187 samples/s, eta: 0:00:37 +[2025/07/23 09:54:09] openrec INFO: epoch: [60/60], global_step: 98690, lr: 0.000000, loss: 0.151436, avg_reader_cost: 0.01145 s, avg_batch_cost: 0.44391 s, avg_samples: 256.0, ips: 576.69096 samples/s, eta: 0:00:32 +[2025/07/23 09:54:14] openrec INFO: epoch: [60/60], global_step: 98700, lr: 0.000000, loss: 0.149415, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.43152 s, avg_samples: 256.0, ips: 593.24827 samples/s, eta: 0:00:28 +[2025/07/23 09:54:18] openrec INFO: epoch: [60/60], global_step: 98710, lr: 0.000000, loss: 0.148901, avg_reader_cost: 0.01149 s, avg_batch_cost: 0.43071 s, avg_samples: 256.0, ips: 594.37391 samples/s, eta: 0:00:24 +[2025/07/23 09:54:22] openrec INFO: epoch: [60/60], global_step: 98720, lr: 0.000000, loss: 0.168796, avg_reader_cost: 0.01128 s, avg_batch_cost: 0.42815 s, avg_samples: 256.0, ips: 597.92147 samples/s, eta: 0:00:19 +[2025/07/23 09:54:27] openrec INFO: epoch: [60/60], global_step: 98730, lr: 0.000000, loss: 0.164814, avg_reader_cost: 0.01109 s, avg_batch_cost: 0.44410 s, avg_samples: 256.0, ips: 576.44294 samples/s, eta: 0:00:15 +[2025/07/23 09:54:31] openrec INFO: epoch: [60/60], global_step: 98740, lr: 0.000000, loss: 0.149775, avg_reader_cost: 0.01132 s, avg_batch_cost: 0.44177 s, avg_samples: 256.0, ips: 579.48824 samples/s, eta: 0:00:11 +[2025/07/23 09:54:36] openrec INFO: epoch: [60/60], global_step: 98750, lr: 0.000000, loss: 0.126329, avg_reader_cost: 0.01104 s, avg_batch_cost: 0.43905 s, avg_samples: 256.0, ips: 583.07361 samples/s, eta: 0:00:06 +[2025/07/23 09:54:40] openrec INFO: epoch: [60/60], global_step: 98760, lr: 0.000000, loss: 0.160316, avg_reader_cost: 0.01163 s, avg_batch_cost: 0.44217 s, avg_samples: 256.0, ips: 578.96899 samples/s, eta: 0:00:02 +[2025/07/23 09:54:43] openrec INFO: epoch: [60/60], global_step: 98766, lr: 0.000000, loss: 0.166332, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.25814 s, avg_samples: 153.6, ips: 595.02476 samples/s, eta: 0:00:00 +[2025/07/23 09:54:47] openrec INFO: cur metric, acc: 0.9468818971483418, norm_edit_dis: 0.9791055495626081, num_samples: 7248, fps: 2821.7099173071215 +[2025/07/23 09:54:47] openrec INFO: best metric, acc: 0.9475717426220037, norm_edit_dis: 0.9798541679393762, num_samples: 7248, fps: 2796.4560247594177, best_epoch: 58 +[2025/07/23 09:54:48] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/latest.pth +[2025/07/23 09:54:49] openrec INFO: save ckpt to ./output/rec/syn/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_syn_lr00005_gpu8/epoch_60.pth +[2025/07/23 09:54:49] openrec INFO: best metric, acc: 0.9475717426220037, norm_edit_dis: 0.9798541679393762, num_samples: 7248, fps: 2796.4560247594177, best_epoch: 58