{ "best_metric": 0.87375, "best_model_checkpoint": "swinv2-tiny-patch4-window8-256-finetuned-thai/checkpoint-329", "epoch": 6.978835978835979, "global_step": 329, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.21, "learning_rate": 3.3333333333333335e-05, "loss": 3.9036, "step": 10 }, { "epoch": 0.42, "learning_rate": 4.801587301587302e-05, "loss": 3.6941, "step": 20 }, { "epoch": 0.63, "learning_rate": 4.404761904761905e-05, "loss": 3.2435, "step": 30 }, { "epoch": 0.85, "learning_rate": 4.007936507936508e-05, "loss": 2.6781, "step": 40 }, { "epoch": 0.99, "eval_accuracy": 0.5475, "eval_loss": 1.804018497467041, "eval_runtime": 1355.5013, "eval_samples_per_second": 1.18, "eval_steps_per_second": 0.018, "step": 47 }, { "epoch": 1.06, "learning_rate": 3.611111111111111e-05, "loss": 2.1369, "step": 50 }, { "epoch": 1.27, "learning_rate": 3.2142857142857144e-05, "loss": 1.7713, "step": 60 }, { "epoch": 1.48, "learning_rate": 2.8174603174603175e-05, "loss": 1.5953, "step": 70 }, { "epoch": 1.69, "learning_rate": 2.4206349206349206e-05, "loss": 1.4488, "step": 80 }, { "epoch": 1.9, "learning_rate": 2.023809523809524e-05, "loss": 1.3191, "step": 90 }, { "epoch": 1.99, "eval_accuracy": 0.745, "eval_loss": 0.9501311779022217, "eval_runtime": 43.9724, "eval_samples_per_second": 36.386, "eval_steps_per_second": 0.569, "step": 94 }, { "epoch": 2.12, "learning_rate": 1.626984126984127e-05, "loss": 1.2881, "step": 100 }, { "epoch": 2.33, "learning_rate": 1.2301587301587301e-05, "loss": 1.211, "step": 110 }, { "epoch": 2.54, "learning_rate": 8.333333333333334e-06, "loss": 1.1237, "step": 120 }, { "epoch": 2.75, "learning_rate": 4.365079365079365e-06, "loss": 1.1179, "step": 130 }, { "epoch": 2.96, "learning_rate": 3.9682539682539683e-07, "loss": 1.078, "step": 140 }, { "epoch": 2.98, "eval_accuracy": 0.796875, "eval_loss": 0.776684582233429, "eval_runtime": 43.7767, "eval_samples_per_second": 36.549, "eval_steps_per_second": 0.571, "step": 141 }, { "epoch": 3.19, "learning_rate": 3.0236486486486488e-05, "loss": 1.0802, "step": 150 }, { "epoch": 3.4, "learning_rate": 2.8547297297297298e-05, "loss": 1.018, "step": 160 }, { "epoch": 3.61, "learning_rate": 2.685810810810811e-05, "loss": 1.0061, "step": 170 }, { "epoch": 3.83, "learning_rate": 2.516891891891892e-05, "loss": 0.9125, "step": 180 }, { "epoch": 3.99, "eval_accuracy": 0.840625, "eval_loss": 0.6059834361076355, "eval_runtime": 43.4292, "eval_samples_per_second": 36.842, "eval_steps_per_second": 0.576, "step": 188 }, { "epoch": 4.04, "learning_rate": 2.347972972972973e-05, "loss": 0.8931, "step": 190 }, { "epoch": 4.25, "learning_rate": 2.179054054054054e-05, "loss": 0.8468, "step": 200 }, { "epoch": 4.46, "learning_rate": 2.0101351351351353e-05, "loss": 0.8092, "step": 210 }, { "epoch": 4.67, "learning_rate": 1.8412162162162163e-05, "loss": 0.7857, "step": 220 }, { "epoch": 4.88, "learning_rate": 1.6722972972972976e-05, "loss": 0.7527, "step": 230 }, { "epoch": 4.99, "eval_accuracy": 0.8575, "eval_loss": 0.5213606953620911, "eval_runtime": 44.0663, "eval_samples_per_second": 36.309, "eval_steps_per_second": 0.567, "step": 235 }, { "epoch": 5.1, "learning_rate": 1.5033783783783784e-05, "loss": 0.7727, "step": 240 }, { "epoch": 5.31, "learning_rate": 1.3344594594594596e-05, "loss": 0.731, "step": 250 }, { "epoch": 5.52, "learning_rate": 1.1655405405405405e-05, "loss": 0.7291, "step": 260 }, { "epoch": 5.73, "learning_rate": 9.966216216216217e-06, "loss": 0.6753, "step": 270 }, { "epoch": 5.94, "learning_rate": 8.277027027027027e-06, "loss": 0.6852, "step": 280 }, { "epoch": 5.98, "eval_accuracy": 0.865625, "eval_loss": 0.45880234241485596, "eval_runtime": 43.8008, "eval_samples_per_second": 36.529, "eval_steps_per_second": 0.571, "step": 282 }, { "epoch": 6.15, "learning_rate": 6.587837837837837e-06, "loss": 0.7279, "step": 290 }, { "epoch": 6.37, "learning_rate": 4.898648648648649e-06, "loss": 0.6565, "step": 300 }, { "epoch": 6.58, "learning_rate": 3.2094594594594594e-06, "loss": 0.6914, "step": 310 }, { "epoch": 6.79, "learning_rate": 1.5202702702702704e-06, "loss": 0.6233, "step": 320 }, { "epoch": 6.98, "eval_accuracy": 0.87375, "eval_loss": 0.4391254186630249, "eval_runtime": 43.5089, "eval_samples_per_second": 36.774, "eval_steps_per_second": 0.575, "step": 329 }, { "epoch": 6.98, "step": 329, "total_flos": 2.784658737197482e+18, "train_loss": 0.45341705913601676, "train_runtime": 2059.1149, "train_samples_per_second": 41.015, "train_steps_per_second": 0.16 } ], "max_steps": 329, "num_train_epochs": 7, "total_flos": 2.784658737197482e+18, "trial_name": null, "trial_params": null }