diff --git "a/run_stream.512.log" "b/run_stream.512.log" --- "a/run_stream.512.log" +++ "b/run_stream.512.log" @@ -2839,4 +2839,232 @@ All Flax model weights were used when initializing RobertaForMaskedLM. Some weights of RobertaForMaskedLM were not initialized from the Flax model and are newly initialized: ['lm_head.decoder.weight', 'roberta.embeddings.position_ids', 'lm_head.decoder.bias'] You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference. - Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▍ | 24001/50000 [9:31:06<128:59:50, 17.86s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24002/50000 [9:31:08<93:46:36, 12.99s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24003/50000 [9:31:09<68:25:02, 9.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24004/50000 [9:31:12<52:49:39, 7.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24005/50000 [9:31:13<40:09:54, 5.56s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24006/50000 [9:31:14<30:40:03, 4.25s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24007/50000 [9:31:15<24:10:34, 3.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24008/50000 [9:31:17<19:46:21, 2.74s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24009/50000 [9:31:18<16:33:27, 2.29s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24010/50000 [9:31:19<14:22:57, 1.99s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24011/50000 [9:31:21<13:32:29, 1.88s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24012/50000 [9:31:22<11:45:35, 1.63s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24013/50000 [9:31:23<10:36:23, 1.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24014/50000 [9:31:24<9:53:41, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24015/50000 [9:31:26<11:40:15, 1.62s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24016/50000 [9:31:28<11:20:20, 1.57s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24017/50000 [9:31:29<10:59:41, 1.52s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24018/50000 [9:31:31<10:39:54, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24019/50000 [9:31:32<9:46:35, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24020/50000 [9:31:33<9:10:42, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24021/50000 [9:31:34<9:18:16, 1.29s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24022/50000 [9:31:35<9:01:14, 1.25s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24023/50000 [9:31:36<8:36:55, 1.19s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24024/50000 [9:31:38<8:52:04, 1.23s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24025/50000 [9:31:39<9:28:28, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24026/50000 [9:31:40<9:16:09, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████���███████▍ | 24027/50000 [9:31:42<9:22:22, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24028/50000 [9:31:43<9:34:28, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24029/50000 [9:31:45<9:51:55, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24030/50000 [9:31:46<10:52:46, 1.51s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24031/50000 [9:31:48<10:37:19, 1.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24032/50000 [9:31:49<10:09:50, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24033/50000 [9:31:50<9:45:14, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24034/50000 [9:31:52<10:16:11, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24035/50000 [9:31:53<10:29:29, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24036/50000 [9:31:55<10:26:24, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24037/50000 [9:31:56<10:41:59, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24038/50000 [9:31:58<10:15:55, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24039/50000 [9:31:59<9:58:51, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24040/50000 [9:32:00<10:07:04, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24041/50000 [9:32:02<9:55:46, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24042/50000 [9:32:03<9:15:41, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24043/50000 [9:32:04<9:28:57, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24044/50000 [9:32:07<13:01:45, 1.81s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24045/50000 [9:32:08<11:38:27, 1.61s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24046/50000 [9:32:10<11:17:23, 1.57s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24047/50000 [9:32:11<10:43:12, 1.49s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24048/50000 [9:32:12<9:59:37, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24049/50000 [9:32:13<9:23:46, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24050/50000 [9:32:16<12:21:17, 1.71s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24051/50000 [9:32:17<11:11:16, 1.55s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24052/50000 [9:32:19<11:02:47, 1.53s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24053/50000 [9:32:20<10:32:55, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24054/50000 [9:32:21<10:26:11, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24055/50000 [9:32:23<10:27:19, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24056/50000 [9:32:24<9:56:25, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24057/50000 [9:32:25<9:46:44, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24058/50000 [9:32:27<10:06:10, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24059/50000 [9:32:30<12:52:17, 1.79s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24060/50000 [9:32:31<11:44:58, 1.63s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24061/50000 [9:32:32<11:12:30, 1.56s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24062/50000 [9:32:34<10:53:03, 1.51s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24063/50000 [9:32:35<10:59:40, 1.53s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24064/50000 [9:32:37<11:23:19, 1.58s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24065/50000 [9:32:38<10:48:16, 1.50s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24066/50000 [9:32:40<10:31:53, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24067/50000 [9:32:41<10:21:37, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24068/50000 [9:32:42<10:01:34, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24069/50000 [9:32:43<9:26:14, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24070/50000 [9:32:45<9:24:37, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24071/50000 [9:32:46<9:38:21, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24072/50000 [9:32:48<12:03:48, 1.67s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24073/50000 [9:32:50<11:15:02, 1.56s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24074/50000 [9:32:51<10:16:18, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24075/50000 [9:32:52<10:17:17, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24076/50000 [9:32:54<10:17:04, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24077/50000 [9:32:55<10:08:17, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24078/50000 [9:32:56<9:52:20, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24079/50000 [9:32:57<8:48:18, 1.22s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24080/50000 [9:32:59<9:44:51, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24081/50000 [9:33:00<9:06:40, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24082/50000 [9:33:01<8:55:27, 1.24s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24083/50000 [9:33:02<8:30:51, 1.18s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24084/50000 [9:33:04<9:21:42, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24085/50000 [9:33:05<9:07:27, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24086/50000 [9:33:06<9:21:30, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24087/50000 [9:33:08<9:32:02, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24088/50000 [9:33:11<13:09:22, 1.83s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24089/50000 [9:33:12<12:07:49, 1.69s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24090/50000 [9:33:13<11:18:20, 1.57s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24091/50000 [9:33:15<10:46:20, 1.50s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24092/50000 [9:33:16<10:01:53, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24093/50000 [9:33:17<9:49:29, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24094/50000 [9:33:19<9:48:08, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24095/50000 [9:33:20<9:53:23, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24096/50000 [9:33:23<12:27:46, 1.73s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24097/50000 [9:33:24<11:27:45, 1.59s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24098/50000 [9:33:25<10:18:48, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24099/50000 [9:33:26<10:05:14, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24100/50000 [9:33:27<9:19:26, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24101/50000 [9:33:28<8:59:14, 1.25s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24102/50000 [9:33:30<8:55:05, 1.24s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24103/50000 [9:33:32<12:21:03, 1.72s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24104/50000 [9:33:34<11:44:10, 1.63s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24105/50000 [9:33:35<11:10:22, 1.55s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24106/50000 [9:33:37<10:50:20, 1.51s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24107/50000 [9:33:38<9:43:51, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24108/50000 [9:33:39<9:59:42, 1.39s/it] Step... 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(24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24045/50000 [9:32:08<11:38:27, 1.61s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24046/50000 [9:32:10<11:17:23, 1.57s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24047/50000 [9:32:11<10:43:12, 1.49s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24048/50000 [9:32:12<9:59:37, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24049/50000 [9:32:13<9:23:46, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24050/50000 [9:32:16<12:21:17, 1.71s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24051/50000 [9:32:17<11:11:16, 1.55s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24052/50000 [9:32:19<11:02:47, 1.53s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24053/50000 [9:32:20<10:32:55, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24054/50000 [9:32:21<10:26:11, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24055/50000 [9:32:23<10:27:19, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24056/50000 [9:32:24<9:56:25, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24057/50000 [9:32:25<9:46:44, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████████▉ | 24058/50000 [9:32:27<10:06:10, 1.40s/it] Step... 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(24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24087/50000 [9:33:08<9:32:02, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24088/50000 [9:33:11<13:09:22, 1.83s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24089/50000 [9:33:12<12:07:49, 1.69s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24090/50000 [9:33:13<11:18:20, 1.57s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24091/50000 [9:33:15<10:46:20, 1.50s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24092/50000 [9:33:16<10:01:53, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24093/50000 [9:33:17<9:49:29, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24094/50000 [9:33:19<9:48:08, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24095/50000 [9:33:20<9:53:23, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24096/50000 [9:33:23<12:27:46, 1.73s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24097/50000 [9:33:24<11:27:45, 1.59s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24098/50000 [9:33:25<10:18:48, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24099/50000 [9:33:26<10:05:14, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24100/50000 [9:33:27<9:19:26, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24101/50000 [9:33:28<8:59:14, 1.25s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24102/50000 [9:33:30<8:55:05, 1.24s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24103/50000 [9:33:32<12:21:03, 1.72s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24104/50000 [9:33:34<11:44:10, 1.63s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24105/50000 [9:33:35<11:10:22, 1.55s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24106/50000 [9:33:37<10:50:20, 1.51s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▍ | 24107/50000 [9:33:38<9:43:51, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24108/50000 [9:33:39<9:59:42, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24109/50000 [9:33:40<9:24:04, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24110/50000 [9:33:42<9:29:15, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24111/50000 [9:33:43<9:47:47, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24112/50000 [9:33:44<9:58:03, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24113/50000 [9:33:46<10:12:59, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24114/50000 [9:33:47<10:07:00, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24115/50000 [9:33:49<10:02:21, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24116/50000 [9:33:50<9:47:49, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24117/50000 [9:33:53<13:36:27, 1.89s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24118/50000 [9:33:54<12:09:54, 1.69s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24119/50000 [9:33:56<11:22:20, 1.58s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24120/50000 [9:33:57<11:09:02, 1.55s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24121/50000 [9:33:58<10:37:47, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24122/50000 [9:34:00<10:13:47, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24123/50000 [9:34:01<9:35:11, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24124/50000 [9:34:02<10:01:59, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24125/50000 [9:34:04<9:59:21, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24126/50000 [9:34:05<9:31:53, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24127/50000 [9:34:06<9:36:28, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24128/50000 [9:34:07<9:08:56, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24129/50000 [9:34:09<8:48:20, 1.23s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24130/50000 [9:34:10<8:58:35, 1.25s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24131/50000 [9:34:11<9:19:17, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24132/50000 [9:34:13<11:05:47, 1.54s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24133/50000 [9:34:15<10:54:23, 1.52s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24134/50000 [9:34:16<10:29:38, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24135/50000 [9:34:17<10:07:46, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24136/50000 [9:34:19<10:17:30, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24137/50000 [9:34:20<10:09:04, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24138/50000 [9:34:22<10:09:21, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24139/50000 [9:34:23<9:37:22, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24140/50000 [9:34:24<9:34:36, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24141/50000 [9:34:26<9:38:03, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24142/50000 [9:34:28<12:08:44, 1.69s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24143/50000 [9:34:30<11:35:56, 1.61s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24144/50000 [9:34:31<10:20:01, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24145/50000 [9:34:32<10:05:37, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24146/50000 [9:34:34<11:29:37, 1.60s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24147/50000 [9:34:35<10:46:19, 1.50s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24148/50000 [9:34:36<10:14:01, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24149/50000 [9:34:38<9:49:38, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24150/50000 [9:34:39<9:46:04, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24151/50000 [9:34:40<9:47:50, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24152/50000 [9:34:42<10:06:03, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24153/50000 [9:34:43<9:20:09, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24154/50000 [9:34:44<9:09:26, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24155/50000 [9:34:46<9:36:06, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24156/50000 [9:34:47<9:21:08, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24157/50000 [9:34:48<10:00:44, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24158/50000 [9:34:50<10:00:52, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24159/50000 [9:34:51<9:47:56, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24160/50000 [9:34:53<10:20:19, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24161/50000 [9:34:54<9:48:55, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24162/50000 [9:34:57<12:19:19, 1.72s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24163/50000 [9:34:58<11:09:40, 1.56s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24164/50000 [9:34:59<10:50:39, 1.51s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24165/50000 [9:35:00<10:15:27, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24166/50000 [9:35:02<10:19:25, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24167/50000 [9:35:03<10:05:19, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24168/50000 [9:35:05<10:12:40, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24169/50000 [9:35:06<9:49:46, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24170/50000 [9:35:07<10:06:02, 1.41s/it] Step... 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(24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24185/50000 [9:35:28<9:23:30, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24186/50000 [9:35:29<9:27:40, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24187/50000 [9:35:31<9:23:09, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24188/50000 [9:35:33<11:38:19, 1.62s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24189/50000 [9:35:34<11:03:21, 1.54s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24190/50000 [9:35:36<10:51:56, 1.52s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24191/50000 [9:35:39<13:51:31, 1.93s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24192/50000 [9:35:40<11:43:15, 1.63s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24193/50000 [9:35:41<10:39:00, 1.49s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24194/50000 [9:35:42<10:07:23, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24195/50000 [9:35:44<10:33:31, 1.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24196/50000 [9:35:45<10:16:55, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24197/50000 [9:35:46<10:04:35, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24198/50000 [9:35:48<9:56:21, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24199/50000 [9:35:49<10:06:06, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24200/50000 [9:35:50<9:42:57, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24201/50000 [9:35:52<10:36:50, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24202/50000 [9:35:54<10:50:57, 1.51s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24203/50000 [9:35:55<10:43:11, 1.50s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24204/50000 [9:35:56<10:15:52, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24205/50000 [9:35:59<13:30:40, 1.89s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24206/50000 [9:36:01<12:38:28, 1.76s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24207/50000 [9:36:02<11:46:56, 1.64s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24208/50000 [9:36:04<11:41:14, 1.63s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24209/50000 [9:36:05<11:00:36, 1.54s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24210/50000 [9:36:07<11:01:06, 1.54s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24211/50000 [9:36:08<11:01:16, 1.54s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24212/50000 [9:36:10<11:24:53, 1.59s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24213/50000 [9:36:11<11:10:48, 1.56s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24214/50000 [9:36:13<11:21:10, 1.58s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24215/50000 [9:36:14<10:45:10, 1.50s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24216/50000 [9:36:16<11:15:00, 1.57s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24217/50000 [9:36:17<10:08:09, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24218/50000 [9:36:19<10:09:59, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24219/50000 [9:36:20<9:51:01, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24220/50000 [9:36:23<12:56:36, 1.81s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24221/50000 [9:36:24<11:58:53, 1.67s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24222/50000 [9:36:25<10:53:32, 1.52s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24223/50000 [9:36:27<10:29:58, 1.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24224/50000 [9:36:28<10:28:11, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24225/50000 [9:36:29<9:55:52, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|████████���████ | 24226/50000 [9:36:31<10:14:51, 1.43s/it] Step... 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(24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24234/50000 [9:36:41<9:38:25, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24235/50000 [9:36:44<13:15:11, 1.85s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24236/50000 [9:36:47<14:55:15, 2.08s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24237/50000 [9:36:48<13:05:48, 1.83s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24238/50000 [9:36:49<11:49:34, 1.65s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24239/50000 [9:36:51<11:27:51, 1.60s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24240/50000 [9:36:52<10:41:29, 1.49s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24241/50000 [9:36:53<10:11:46, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24242/50000 [9:36:55<9:59:22, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24243/50000 [9:36:56<9:30:48, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24244/50000 [9:36:57<9:42:06, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24245/50000 [9:36:58<9:18:36, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24246/50000 [9:37:00<9:34:35, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24247/50000 [9:37:01<9:37:53, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████▌ | 24248/50000 [9:37:03<9:55:53, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24249/50000 [9:37:05<12:19:38, 1.72s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 48%|█████████████ | 24250/50000 [9:37:07<11:31:31, 1.61s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24251/50000 [9:37:08<11:20:47, 1.59s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24252/50000 [9:37:10<10:54:39, 1.53s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24253/50000 [9:37:11<10:36:29, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24254/50000 [9:37:12<10:12:31, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24255/50000 [9:37:14<9:59:57, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24256/50000 [9:37:15<9:44:32, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24257/50000 [9:37:16<10:16:21, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24258/50000 [9:37:18<10:06:13, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24259/50000 [9:37:19<10:19:47, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24260/50000 [9:37:21<10:24:52, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24261/50000 [9:37:22<10:12:28, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24262/50000 [9:37:23<9:50:46, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24263/50000 [9:37:26<13:19:44, 1.86s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24264/50000 [9:37:28<12:05:05, 1.69s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24265/50000 [9:37:29<11:40:15, 1.63s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24266/50000 [9:37:31<11:26:00, 1.60s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24267/50000 [9:37:32<11:01:20, 1.54s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24268/50000 [9:37:33<10:11:37, 1.43s/it] Step... 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(24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24276/50000 [9:37:44<9:34:00, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24277/50000 [9:37:46<12:35:52, 1.76s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24278/50000 [9:37:48<11:42:01, 1.64s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24279/50000 [9:37:49<10:18:35, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24280/50000 [9:37:50<10:39:24, 1.49s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24281/50000 [9:37:51<9:32:15, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24282/50000 [9:37:54<12:14:51, 1.71s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24283/50000 [9:37:55<11:41:35, 1.64s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24284/50000 [9:37:57<10:58:05, 1.54s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24285/50000 [9:37:58<9:54:36, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24286/50000 [9:37:59<9:08:48, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24287/50000 [9:38:00<9:17:07, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24288/50000 [9:38:02<9:43:50, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24289/50000 [9:38:03<9:46:46, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24290/50000 [9:38:04<9:32:01, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24291/50000 [9:38:06<9:50:11, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24292/50000 [9:38:08<10:58:15, 1.54s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24293/50000 [9:38:09<10:14:06, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24294/50000 [9:38:10<10:28:55, 1.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24295/50000 [9:38:12<10:55:32, 1.53s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24296/50000 [9:38:13<10:11:33, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24297/50000 [9:38:15<10:07:47, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24298/50000 [9:38:16<10:00:51, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24299/50000 [9:38:17<9:36:09, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24300/50000 [9:38:18<9:27:14, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24301/50000 [9:38:20<10:19:26, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24302/50000 [9:38:22<10:07:07, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24303/50000 [9:38:23<9:51:25, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24304/50000 [9:38:24<10:11:43, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████ | 24305/50000 [9:38:26<10:01:03, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24306/50000 [9:38:28<11:22:33, 1.59s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24307/50000 [9:38:30<11:48:38, 1.65s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24308/50000 [9:38:31<11:16:31, 1.58s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24309/50000 [9:38:32<10:26:36, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24310/50000 [9:38:34<10:18:11, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24311/50000 [9:38:35<9:59:15, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24312/50000 [9:38:36<9:46:21, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24313/50000 [9:38:37<9:18:23, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24314/50000 [9:38:38<8:52:11, 1.24s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24315/50000 [9:38:40<9:06:13, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24316/50000 [9:38:41<9:00:01, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24317/50000 [9:38:42<9:27:47, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24318/50000 [9:38:44<9:21:01, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24319/50000 [9:38:45<9:46:01, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24320/50000 [9:38:47<11:23:41, 1.60s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24321/50000 [9:38:49<11:09:49, 1.57s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24322/50000 [9:38:50<10:45:09, 1.51s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24323/50000 [9:38:52<10:28:36, 1.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24324/50000 [9:38:53<10:06:32, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24325/50000 [9:38:54<9:58:35, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24326/50000 [9:38:56<10:06:04, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▌ | 24327/50000 [9:38:57<9:37:06, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24328/50000 [9:39:00<12:25:18, 1.74s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24329/50000 [9:39:01<11:11:27, 1.57s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24330/50000 [9:39:02<10:30:08, 1.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24331/50000 [9:39:03<9:46:13, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24332/50000 [9:39:05<10:18:13, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24333/50000 [9:39:06<9:52:50, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24334/50000 [9:39:07<9:28:42, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24335/50000 [9:39:09<10:36:54, 1.49s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24336/50000 [9:39:11<10:44:12, 1.51s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24337/50000 [9:39:12<10:28:00, 1.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24338/50000 [9:39:13<9:44:02, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24339/50000 [9:39:14<9:42:31, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24340/50000 [9:39:16<9:21:25, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|██��██████████▋ | 24341/50000 [9:39:17<9:29:21, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24342/50000 [9:39:18<9:30:25, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24343/50000 [9:39:19<9:04:56, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24344/50000 [9:39:21<9:02:07, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24345/50000 [9:39:22<9:05:35, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24346/50000 [9:39:23<9:05:23, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24347/50000 [9:39:24<8:57:18, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24348/50000 [9:39:26<9:19:03, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24349/50000 [9:39:28<11:46:30, 1.65s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24350/50000 [9:39:30<10:53:27, 1.53s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24351/50000 [9:39:31<10:09:59, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24352/50000 [9:39:32<9:51:32, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24353/50000 [9:39:33<9:10:28, 1.29s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24354/50000 [9:39:34<9:15:44, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24355/50000 [9:39:36<8:54:31, 1.25s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24356/50000 [9:39:37<9:03:22, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24357/50000 [9:39:38<9:10:26, 1.29s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24358/50000 [9:39:39<9:00:14, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24359/50000 [9:39:41<9:26:51, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24360/50000 [9:39:42<9:55:21, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24361/50000 [9:39:44<9:57:51, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24362/50000 [9:39:45<10:15:10, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24363/50000 [9:39:47<9:41:10, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24364/50000 [9:39:48<10:10:25, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24365/50000 [9:39:50<10:04:25, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24366/50000 [9:39:52<11:36:22, 1.63s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24367/50000 [9:39:53<11:02:25, 1.55s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24368/50000 [9:39:55<11:39:21, 1.64s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24369/50000 [9:39:56<10:54:57, 1.53s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24370/50000 [9:39:58<10:50:56, 1.52s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24371/50000 [9:39:59<10:44:16, 1.51s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24372/50000 [9:40:01<10:32:22, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24373/50000 [9:40:02<10:00:54, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24374/50000 [9:40:04<11:54:49, 1.67s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24375/50000 [9:40:05<11:03:36, 1.55s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24376/50000 [9:40:07<10:19:03, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24377/50000 [9:40:08<9:09:06, 1.29s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24378/50000 [9:40:09<9:25:24, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24379/50000 [9:40:10<9:03:48, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24380/50000 [9:40:12<11:08:32, 1.57s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24381/50000 [9:40:14<10:33:01, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24382/50000 [9:40:15<10:37:23, 1.49s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24383/50000 [9:40:16<9:36:19, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24384/50000 [9:40:18<9:38:26, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24385/50000 [9:40:19<9:40:21, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24386/50000 [9:40:20<9:46:12, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24387/50000 [9:40:22<9:29:05, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24388/50000 [9:40:23<9:48:17, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24389/50000 [9:40:24<9:42:29, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24390/50000 [9:40:26<9:44:35, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24391/50000 [9:40:27<9:19:14, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24392/50000 [9:40:28<9:06:29, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24393/50000 [9:40:29<8:34:24, 1.21s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24394/50000 [9:40:31<10:34:11, 1.49s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24395/50000 [9:40:33<10:15:43, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24396/50000 [9:40:34<10:09:45, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24397/50000 [9:40:35<9:52:45, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24398/50000 [9:40:37<10:07:30, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24399/50000 [9:40:38<9:32:33, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24400/50000 [9:40:39<9:24:42, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24401/50000 [9:40:41<9:32:45, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24402/50000 [9:40:42<9:40:30, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24403/50000 [9:40:43<9:22:24, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24404/50000 [9:40:45<9:30:11, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24405/50000 [9:40:46<9:32:07, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24406/50000 [9:40:47<9:51:35, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24407/50000 [9:40:49<10:24:04, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24408/50000 [9:40:51<11:44:26, 1.65s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24409/50000 [9:40:52<10:26:39, 1.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24410/50000 [9:40:54<10:40:38, 1.50s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24411/50000 [9:40:55<9:47:55, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24412/50000 [9:40:56<10:05:55, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24413/50000 [9:40:58<9:58:09, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24414/50000 [9:40:59<9:41:54, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24415/50000 [9:41:00<9:47:17, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24416/50000 [9:41:02<10:08:39, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24417/50000 [9:41:04<10:26:17, 1.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24418/50000 [9:41:05<10:19:37, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24419/50000 [9:41:07<10:23:16, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24420/50000 [9:41:09<13:00:34, 1.83s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24421/50000 [9:41:11<12:05:43, 1.70s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24422/50000 [9:41:13<12:30:53, 1.76s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24423/50000 [9:41:14<11:31:20, 1.62s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24424/50000 [9:41:15<10:15:04, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24425/50000 [9:41:16<9:53:00, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24426/50000 [9:41:17<9:33:46, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24427/50000 [9:41:18<9:03:13, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24428/50000 [9:41:20<8:44:26, 1.23s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24429/50000 [9:41:21<8:49:40, 1.24s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24430/50000 [9:41:22<9:05:57, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24431/50000 [9:41:23<8:37:51, 1.22s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24432/50000 [9:41:25<8:51:24, 1.25s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24433/50000 [9:41:26<8:40:28, 1.22s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24434/50000 [9:41:27<8:06:47, 1.14s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24435/50000 [9:41:28<8:46:47, 1.24s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24436/50000 [9:41:30<9:21:45, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24437/50000 [9:41:32<11:11:35, 1.58s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24438/50000 [9:41:33<10:31:36, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24439/50000 [9:41:35<10:23:15, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24440/50000 [9:41:36<9:57:00, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24441/50000 [9:41:37<9:47:33, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24442/50000 [9:41:38<9:28:25, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24443/50000 [9:41:40<9:19:58, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24444/50000 [9:41:41<9:27:50, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24445/50000 [9:41:42<8:52:19, 1.25s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24446/50000 [9:41:43<8:42:25, 1.23s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24447/50000 [9:41:44<8:40:43, 1.22s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24448/50000 [9:41:46<9:07:05, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24449/50000 [9:41:47<9:03:30, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24450/50000 [9:41:48<8:43:43, 1.23s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24451/50000 [9:41:50<9:14:31, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24452/50000 [9:41:52<10:21:18, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24453/50000 [9:41:53<10:04:54, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24454/50000 [9:41:54<9:50:54, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24455/50000 [9:41:56<9:43:53, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24456/50000 [9:41:57<9:48:33, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24457/50000 [9:41:58<9:57:40, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24458/50000 [9:42:00<10:24:29, 1.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24459/50000 [9:42:01<10:00:16, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24460/50000 [9:42:03<9:37:55, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24461/50000 [9:42:04<9:32:26, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24462/50000 [9:42:05<9:33:50, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24463/50000 [9:42:06<9:24:10, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24464/50000 [9:42:08<9:21:38, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24465/50000 [9:42:09<9:50:38, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24466/50000 [9:42:11<10:54:41, 1.54s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24467/50000 [9:42:12<10:10:44, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24468/50000 [9:42:15<12:15:53, 1.73s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24469/50000 [9:42:16<11:09:42, 1.57s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24470/50000 [9:42:17<10:16:00, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24471/50000 [9:42:18<9:54:17, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24472/50000 [9:42:20<9:35:52, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24473/50000 [9:42:21<9:33:26, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24474/50000 [9:42:22<9:20:14, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24475/50000 [9:42:24<9:30:49, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24476/50000 [9:42:25<9:55:42, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24477/50000 [9:42:27<10:15:44, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24478/50000 [9:42:28<9:42:53, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24479/50000 [9:42:29<9:35:57, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24480/50000 [9:42:31<9:20:08, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24481/50000 [9:42:32<10:15:11, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24482/50000 [9:42:34<10:01:17, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24483/50000 [9:42:35<9:51:37, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|███��█████████▋ | 24484/50000 [9:42:36<9:35:14, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24485/50000 [9:42:37<9:12:22, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24486/50000 [9:42:39<9:44:55, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24487/50000 [9:42:40<9:27:07, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24488/50000 [9:42:41<8:59:45, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24489/50000 [9:42:42<8:40:14, 1.22s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24490/50000 [9:42:44<8:40:36, 1.22s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24491/50000 [9:42:45<8:38:29, 1.22s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24492/50000 [9:42:46<9:29:42, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24493/50000 [9:42:48<9:43:52, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24494/50000 [9:42:49<10:06:22, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24495/50000 [9:42:52<11:58:42, 1.69s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24496/50000 [9:42:53<11:04:49, 1.56s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24497/50000 [9:42:54<10:32:47, 1.49s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24498/50000 [9:42:56<10:13:03, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24499/50000 [9:42:57<9:50:15, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24500/50000 [9:42:58<8:57:55, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24500/50000 [9:43:00<8:57:55, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24501/50000 [9:43:00<11:42:20, 1.65s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24502/50000 [9:43:02<11:30:57, 1.63s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24503/50000 [9:43:03<11:00:29, 1.55s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24504/50000 [9:43:04<9:43:01, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24505/50000 [9:43:06<9:47:44, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24506/50000 [9:43:07<9:47:22, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24507/50000 [9:43:08<9:30:26, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24508/50000 [9:43:10<8:58:04, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24509/50000 [9:43:11<9:20:01, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24510/50000 [9:43:13<10:33:16, 1.49s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24511/50000 [9:43:14<10:17:25, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24512/50000 [9:43:15<9:46:52, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24513/50000 [9:43:17<9:41:49, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24514/50000 [9:43:18<9:19:02, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24515/50000 [9:43:20<11:06:18, 1.57s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24516/50000 [9:43:21<10:20:47, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24517/50000 [9:43:23<10:08:29, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24518/50000 [9:43:24<10:19:23, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24519/50000 [9:43:26<10:09:49, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24520/50000 [9:43:27<10:31:44, 1.49s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24521/50000 [9:43:28<9:52:09, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24522/50000 [9:43:29<9:17:39, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24523/50000 [9:43:31<9:26:23, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24524/50000 [9:43:32<9:12:32, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24525/50000 [9:43:34<11:03:19, 1.56s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▏ | 24526/50000 [9:43:36<10:21:48, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24527/50000 [9:43:37<9:49:05, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24528/50000 [9:43:38<9:17:54, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24529/50000 [9:43:39<9:10:48, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24530/50000 [9:43:41<9:24:12, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24531/50000 [9:43:42<9:53:35, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24532/50000 [9:43:43<9:52:51, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24533/50000 [9:43:45<9:27:55, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24534/50000 [9:43:46<9:59:49, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24535/50000 [9:43:48<9:41:42, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24536/50000 [9:43:49<9:40:46, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24537/50000 [9:43:50<9:45:33, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24538/50000 [9:43:52<10:26:37, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24539/50000 [9:43:53<9:47:50, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24540/50000 [9:43:54<9:14:29, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24541/50000 [9:43:56<9:24:41, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24542/50000 [9:43:57<9:00:56, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24543/50000 [9:43:58<9:02:30, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24544/50000 [9:43:59<8:26:48, 1.19s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24545/50000 [9:44:01<8:53:59, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24546/50000 [9:44:02<8:45:59, 1.24s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24547/50000 [9:44:03<8:55:29, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24548/50000 [9:44:04<8:55:45, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24549/50000 [9:44:06<9:35:50, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▋ | 24550/50000 [9:44:07<9:57:19, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24551/50000 [9:44:09<10:04:59, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24552/50000 [9:44:10<10:28:19, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24553/50000 [9:44:12<11:24:52, 1.61s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24554/50000 [9:44:14<10:45:27, 1.52s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24555/50000 [9:44:15<10:02:00, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24556/50000 [9:44:16<9:35:11, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24557/50000 [9:44:17<9:38:41, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24558/50000 [9:44:19<9:32:01, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24559/50000 [9:44:20<9:51:46, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24560/50000 [9:44:22<10:04:03, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24561/50000 [9:44:24<12:29:45, 1.77s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24562/50000 [9:44:26<11:56:18, 1.69s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24563/50000 [9:44:27<11:11:47, 1.58s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24564/50000 [9:44:28<9:58:44, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24565/50000 [9:44:29<9:36:03, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24566/50000 [9:44:31<9:24:25, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24567/50000 [9:44:33<10:27:50, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█���███████████▎ | 24568/50000 [9:44:34<10:06:51, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24569/50000 [9:44:37<14:22:03, 2.03s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24570/50000 [9:44:39<12:42:34, 1.80s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24571/50000 [9:44:40<11:40:20, 1.65s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24572/50000 [9:44:41<10:54:54, 1.55s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24573/50000 [9:44:42<9:54:17, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24574/50000 [9:44:43<9:16:34, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24575/50000 [9:44:45<9:15:51, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24576/50000 [9:44:46<8:50:01, 1.25s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24577/50000 [9:44:47<9:23:09, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24578/50000 [9:44:48<9:00:43, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24579/50000 [9:44:50<8:47:40, 1.25s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24580/50000 [9:44:51<9:13:51, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24581/50000 [9:44:52<9:22:51, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24582/50000 [9:44:54<9:42:33, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24583/50000 [9:44:55<9:24:40, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24584/50000 [9:44:56<9:19:13, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24585/50000 [9:45:00<14:08:51, 2.00s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24586/50000 [9:45:01<12:49:08, 1.82s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24587/50000 [9:45:03<11:53:34, 1.68s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24588/50000 [9:45:04<11:31:50, 1.63s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24589/50000 [9:45:06<11:07:27, 1.58s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24590/50000 [9:45:07<10:32:29, 1.49s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24591/50000 [9:45:09<10:37:26, 1.51s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24592/50000 [9:45:10<10:43:13, 1.52s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24593/50000 [9:45:12<10:44:21, 1.52s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24594/50000 [9:45:13<10:22:02, 1.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24595/50000 [9:45:15<10:49:51, 1.53s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24596/50000 [9:45:16<10:09:03, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24597/50000 [9:45:17<9:29:07, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24598/50000 [9:45:20<12:10:44, 1.73s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24599/50000 [9:45:21<10:58:53, 1.56s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24600/50000 [9:45:22<10:54:54, 1.55s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24601/50000 [9:45:23<9:46:54, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24602/50000 [9:45:25<9:45:14, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24603/50000 [9:45:26<9:22:54, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24604/50000 [9:45:27<9:02:21, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24605/50000 [9:45:28<8:48:45, 1.25s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24606/50000 [9:45:29<8:44:43, 1.24s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24607/50000 [9:45:32<11:41:02, 1.66s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24608/50000 [9:45:34<11:20:52, 1.61s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24609/50000 [9:45:35<11:03:50, 1.57s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24610/50000 [9:45:37<10:54:40, 1.55s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24611/50000 [9:45:38<10:05:22, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24612/50000 [9:45:41<13:06:08, 1.86s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24613/50000 [9:45:42<11:56:08, 1.69s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24614/50000 [9:45:43<10:54:11, 1.55s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24615/50000 [9:45:45<10:58:11, 1.56s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24616/50000 [9:45:46<10:00:25, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24617/50000 [9:45:47<9:52:15, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24618/50000 [9:45:48<9:38:08, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24619/50000 [9:45:50<9:35:29, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24620/50000 [9:45:51<9:13:15, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24621/50000 [9:45:52<8:51:45, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24622/50000 [9:45:53<8:46:10, 1.24s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24623/50000 [9:45:55<9:11:15, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24624/50000 [9:45:56<9:26:44, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████�� | 24625/50000 [9:45:58<9:45:42, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24626/50000 [9:45:59<9:21:53, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24627/50000 [9:46:00<8:56:49, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24628/50000 [9:46:03<12:14:31, 1.74s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24629/50000 [9:46:04<11:00:52, 1.56s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24630/50000 [9:46:05<10:35:16, 1.50s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24631/50000 [9:46:07<9:50:49, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24632/50000 [9:46:08<9:18:31, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24633/50000 [9:46:09<9:38:56, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24634/50000 [9:46:10<9:12:14, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24635/50000 [9:46:12<9:25:51, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24636/50000 [9:46:13<9:15:22, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24637/50000 [9:46:14<9:12:23, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24638/50000 [9:46:15<8:58:59, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24639/50000 [9:46:17<9:02:33, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24640/50000 [9:46:18<9:13:58, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24641/50000 [9:46:19<9:12:56, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24642/50000 [9:46:22<12:20:50, 1.75s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24643/50000 [9:46:23<11:17:26, 1.60s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24644/50000 [9:46:25<10:46:31, 1.53s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24645/50000 [9:46:26<10:17:33, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24646/50000 [9:46:28<10:38:05, 1.51s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24647/50000 [9:46:29<10:27:52, 1.49s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24648/50000 [9:46:31<10:11:01, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24649/50000 [9:46:32<9:53:15, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24650/50000 [9:46:33<9:32:44, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24651/50000 [9:46:34<9:27:10, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24652/50000 [9:46:36<9:02:11, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24653/50000 [9:46:38<11:20:53, 1.61s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24654/50000 [9:46:39<10:40:01, 1.52s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24655/50000 [9:46:41<10:13:55, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24656/50000 [9:46:42<10:02:39, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24657/50000 [9:46:45<13:05:03, 1.86s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24658/50000 [9:46:46<11:52:10, 1.69s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24659/50000 [9:46:47<10:18:22, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24660/50000 [9:46:48<9:43:28, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24661/50000 [9:46:50<9:56:00, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24662/50000 [9:46:51<9:37:58, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24663/50000 [9:46:52<9:07:12, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24664/50000 [9:46:53<8:32:24, 1.21s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24665/50000 [9:46:54<8:08:29, 1.16s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24666/50000 [9:46:55<8:00:11, 1.14s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24667/50000 [9:46:57<8:50:22, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24668/50000 [9:46:58<8:54:18, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24669/50000 [9:47:00<9:30:44, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24670/50000 [9:47:01<9:26:48, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24671/50000 [9:47:02<9:28:51, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24672/50000 [9:47:05<12:44:24, 1.81s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24673/50000 [9:47:07<12:28:22, 1.77s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24674/50000 [9:47:08<11:39:23, 1.66s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24675/50000 [9:47:10<11:13:46, 1.60s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24676/50000 [9:47:11<10:41:44, 1.52s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24677/50000 [9:47:12<10:20:47, 1.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24678/50000 [9:47:14<10:09:43, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24679/50000 [9:47:15<9:21:42, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24680/50000 [9:47:16<9:46:51, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24681/50000 [9:47:18<9:35:03, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24682/50000 [9:47:19<9:16:34, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24683/50000 [9:47:20<8:58:06, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24684/50000 [9:47:21<9:09:06, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24685/50000 [9:47:23<9:08:24, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24686/50000 [9:47:25<12:12:25, 1.74s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24687/50000 [9:47:27<11:00:29, 1.57s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24688/50000 [9:47:28<10:58:20, 1.56s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24689/50000 [9:47:29<10:15:23, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24690/50000 [9:47:31<9:46:54, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24691/50000 [9:47:32<9:15:28, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24692/50000 [9:47:33<9:25:01, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24693/50000 [9:47:35<9:32:36, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24694/50000 [9:47:36<9:25:12, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24695/50000 [9:47:37<9:10:31, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24696/50000 [9:47:38<9:15:08, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24697/50000 [9:47:40<9:10:42, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24698/50000 [9:47:41<8:58:27, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24699/50000 [9:47:42<9:37:38, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24700/50000 [9:47:45<12:59:35, 1.85s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24701/50000 [9:47:48<13:45:35, 1.96s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24702/50000 [9:47:49<12:34:39, 1.79s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24703/50000 [9:47:50<11:13:30, 1.60s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24704/50000 [9:47:51<10:25:23, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24705/50000 [9:47:53<9:36:54, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24706/50000 [9:47:54<9:44:20, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24707/50000 [9:47:55<9:50:28, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24708/50000 [9:47:57<9:25:29, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24709/50000 [9:47:58<9:15:19, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24710/50000 [9:47:59<8:55:50, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|██���██████████▊ | 24711/50000 [9:48:00<9:08:33, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24712/50000 [9:48:02<10:07:36, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24713/50000 [9:48:03<9:21:43, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24714/50000 [9:48:06<12:45:34, 1.82s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24715/50000 [9:48:08<11:56:30, 1.70s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24716/50000 [9:48:09<11:30:23, 1.64s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24717/50000 [9:48:10<10:48:33, 1.54s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24718/50000 [9:48:12<10:22:23, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24719/50000 [9:48:13<10:05:28, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24720/50000 [9:48:15<10:04:13, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24721/50000 [9:48:16<10:10:07, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24722/50000 [9:48:17<9:39:17, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24723/50000 [9:48:19<9:48:37, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24724/50000 [9:48:20<9:42:39, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24725/50000 [9:48:21<9:26:41, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24726/50000 [9:48:23<9:30:12, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24727/50000 [9:48:24<8:52:00, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24728/50000 [9:48:27<12:56:15, 1.84s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24729/50000 [9:48:28<11:42:19, 1.67s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24730/50000 [9:48:29<10:37:12, 1.51s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24731/50000 [9:48:31<10:15:17, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24732/50000 [9:48:32<10:22:52, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24733/50000 [9:48:34<10:14:40, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24734/50000 [9:48:35<9:36:18, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24735/50000 [9:48:36<9:52:42, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24736/50000 [9:48:37<8:50:14, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24737/50000 [9:48:38<8:56:32, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24738/50000 [9:48:40<8:31:00, 1.21s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24739/50000 [9:48:41<8:33:24, 1.22s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24740/50000 [9:48:42<8:49:18, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24741/50000 [9:48:44<9:15:58, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24742/50000 [9:48:46<12:13:11, 1.74s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24743/50000 [9:48:48<11:09:45, 1.59s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24744/50000 [9:48:49<9:55:54, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24745/50000 [9:48:50<9:45:27, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24746/50000 [9:48:51<9:12:32, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24747/50000 [9:48:52<8:56:49, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▊ | 24748/50000 [9:48:54<9:31:31, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 49%|█████████████▎ | 24749/50000 [9:48:56<11:45:29, 1.68s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▎ | 24750/50000 [9:48:57<11:01:59, 1.57s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▊ | 24751/50000 [9:48:58<9:41:15, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▊ | 24752/50000 [9:49:00<9:21:04, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▊ | 24753/50000 [9:49:01<9:10:20, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▊ | 24754/50000 [9:49:02<8:56:15, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▊ | 24755/50000 [9:49:03<9:00:57, 1.29s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▊ | 24756/50000 [9:49:05<9:30:50, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▎ | 24757/50000 [9:49:08<12:49:22, 1.83s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▎ | 24758/50000 [9:49:10<12:41:39, 1.81s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▎ | 24759/50000 [9:49:11<11:55:04, 1.70s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▎ | 24760/50000 [9:49:12<10:42:06, 1.53s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▎ | 24761/50000 [9:49:14<10:26:31, 1.49s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▊ | 24762/50000 [9:49:15<9:59:28, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▊ | 24763/50000 [9:49:16<9:12:51, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▊ | 24764/50000 [9:49:17<9:34:22, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▊ | 24765/50000 [9:49:18<8:57:03, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▊ | 24766/50000 [9:49:20<9:03:02, 1.29s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▊ | 24767/50000 [9:49:21<9:10:04, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▊ | 24768/50000 [9:49:23<9:38:41, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▊ | 24769/50000 [9:49:24<9:32:40, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▊ | 24770/50000 [9:49:26<9:58:46, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24771/50000 [9:49:27<10:14:05, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24772/50000 [9:49:30<12:46:13, 1.82s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24773/50000 [9:49:31<11:53:19, 1.70s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24774/50000 [9:49:32<11:03:25, 1.58s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24775/50000 [9:49:34<10:38:53, 1.52s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24776/50000 [9:49:37<14:19:32, 2.04s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24777/50000 [9:49:38<12:46:03, 1.82s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24778/50000 [9:49:40<11:11:15, 1.60s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24779/50000 [9:49:41<10:33:37, 1.51s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24780/50000 [9:49:42<9:47:33, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24781/50000 [9:49:43<9:56:08, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24782/50000 [9:49:45<9:33:07, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24783/50000 [9:49:46<8:53:24, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24784/50000 [9:49:47<8:33:37, 1.22s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24785/50000 [9:49:48<9:02:04, 1.29s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24786/50000 [9:49:50<9:12:40, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24787/50000 [9:49:51<9:10:41, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24788/50000 [9:49:52<9:20:00, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24789/50000 [9:49:54<9:42:28, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24790/50000 [9:49:55<9:28:31, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24791/50000 [9:49:59<15:19:20, 2.19s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24792/50000 [9:50:01<13:43:11, 1.96s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24793/50000 [9:50:02<12:11:19, 1.74s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24794/50000 [9:50:03<11:03:43, 1.58s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24795/50000 [9:50:05<10:52:34, 1.55s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24796/50000 [9:50:06<10:48:51, 1.54s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24797/50000 [9:50:08<11:46:54, 1.68s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24798/50000 [9:50:09<10:12:38, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24799/50000 [9:50:10<9:51:47, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24800/50000 [9:50:11<9:09:58, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24801/50000 [9:50:13<8:49:25, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24802/50000 [9:50:14<8:20:51, 1.19s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24803/50000 [9:50:15<8:43:03, 1.25s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24804/50000 [9:50:16<8:44:10, 1.25s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24805/50000 [9:50:18<8:47:28, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24806/50000 [9:50:19<8:42:31, 1.24s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24807/50000 [9:50:22<12:29:57, 1.79s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24808/50000 [9:50:23<11:19:24, 1.62s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24809/50000 [9:50:24<10:43:56, 1.53s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24810/50000 [9:50:26<9:59:23, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24811/50000 [9:50:27<9:52:15, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24812/50000 [9:50:28<9:06:22, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24813/50000 [9:50:29<8:38:08, 1.23s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24814/50000 [9:50:30<8:21:08, 1.19s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24815/50000 [9:50:31<8:43:48, 1.25s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24816/50000 [9:50:33<8:23:22, 1.20s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24817/50000 [9:50:34<8:28:40, 1.21s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24818/50000 [9:50:35<8:51:54, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24819/50000 [9:50:37<9:22:43, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24820/50000 [9:50:38<9:39:51, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24821/50000 [9:50:41<13:18:23, 1.90s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24822/50000 [9:50:43<12:09:03, 1.74s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24823/50000 [9:50:44<11:39:45, 1.67s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24824/50000 [9:50:45<10:44:28, 1.54s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24825/50000 [9:50:47<10:30:57, 1.50s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24826/50000 [9:50:48<10:22:20, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24827/50000 [9:50:50<10:00:53, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24828/50000 [9:50:51<10:30:29, 1.50s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24829/50000 [9:50:53<10:23:08, 1.49s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24830/50000 [9:50:54<10:08:09, 1.45s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24831/50000 [9:50:55<10:00:12, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24832/50000 [9:50:57<9:38:21, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24833/50000 [9:50:58<9:07:25, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24834/50000 [9:50:59<9:05:20, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24835/50000 [9:51:02<12:52:17, 1.84s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24836/50000 [9:51:04<11:51:48, 1.70s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24837/50000 [9:51:05<10:50:48, 1.55s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24838/50000 [9:51:06<10:00:02, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24839/50000 [9:51:08<10:16:45, 1.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24840/50000 [9:51:09<9:25:54, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24841/50000 [9:51:10<9:01:14, 1.29s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24842/50000 [9:51:11<8:32:59, 1.22s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24843/50000 [9:51:12<8:37:04, 1.23s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24844/50000 [9:51:13<8:21:17, 1.20s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24845/50000 [9:51:16<11:03:50, 1.58s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24846/50000 [9:51:17<10:21:10, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24847/50000 [9:51:18<9:44:33, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24848/50000 [9:51:20<10:04:31, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24849/50000 [9:51:21<9:21:31, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24850/50000 [9:51:22<9:07:34, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24851/50000 [9:51:25<12:41:43, 1.82s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24852/50000 [9:51:26<12:01:13, 1.72s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24853/50000 [9:51:27<10:20:52, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|███���█████████▉ | 24854/50000 [9:51:29<9:55:32, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24855/50000 [9:51:30<9:59:24, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24856/50000 [9:51:31<9:38:09, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24857/50000 [9:51:33<9:20:25, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24858/50000 [9:51:34<8:59:45, 1.29s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24859/50000 [9:51:35<8:29:59, 1.22s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24860/50000 [9:51:36<8:53:40, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24861/50000 [9:51:38<9:29:21, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24862/50000 [9:51:39<9:21:12, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24863/50000 [9:51:40<9:04:43, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24864/50000 [9:51:42<9:10:29, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24865/50000 [9:51:44<11:22:31, 1.63s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24866/50000 [9:51:45<10:33:22, 1.51s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24867/50000 [9:51:47<9:58:23, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24868/50000 [9:51:48<9:29:48, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24869/50000 [9:51:49<9:42:26, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24870/50000 [9:51:50<9:29:09, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24871/50000 [9:51:52<9:32:50, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24872/50000 [9:51:53<9:08:51, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24873/50000 [9:51:55<9:35:51, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24874/50000 [9:51:56<9:41:26, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24875/50000 [9:51:57<9:41:18, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24876/50000 [9:51:59<9:14:54, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24877/50000 [9:52:00<8:49:12, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24878/50000 [9:52:01<9:07:50, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24879/50000 [9:52:03<10:01:03, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24880/50000 [9:52:05<12:01:15, 1.72s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24881/50000 [9:52:06<11:02:16, 1.58s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24882/50000 [9:52:08<10:35:08, 1.52s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24883/50000 [9:52:09<10:26:07, 1.50s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24884/50000 [9:52:10<9:33:33, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24885/50000 [9:52:12<9:10:24, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24886/50000 [9:52:13<9:07:01, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24887/50000 [9:52:14<8:55:22, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24888/50000 [9:52:15<9:00:29, 1.29s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24889/50000 [9:52:16<8:31:23, 1.22s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24890/50000 [9:52:18<9:07:47, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24891/50000 [9:52:19<8:35:28, 1.23s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24892/50000 [9:52:20<8:01:52, 1.15s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24893/50000 [9:52:22<10:32:04, 1.51s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24894/50000 [9:52:24<9:56:49, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24895/50000 [9:52:26<11:33:38, 1.66s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24896/50000 [9:52:27<10:29:57, 1.51s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24897/50000 [9:52:28<9:49:18, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24898/50000 [9:52:29<9:13:03, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24899/50000 [9:52:30<9:12:55, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24900/50000 [9:52:32<9:21:55, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24901/50000 [9:52:33<9:10:11, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24902/50000 [9:52:35<9:36:28, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24903/50000 [9:52:36<9:24:57, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24904/50000 [9:52:37<9:48:00, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24905/50000 [9:52:39<9:01:19, 1.29s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24906/50000 [9:52:40<8:36:40, 1.24s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24907/50000 [9:52:41<8:01:53, 1.15s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24908/50000 [9:52:42<8:56:11, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24909/50000 [9:52:44<10:12:48, 1.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24910/50000 [9:52:45<9:26:39, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24911/50000 [9:52:46<8:44:59, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24912/50000 [9:52:48<9:13:13, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24913/50000 [9:52:49<9:15:44, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24914/50000 [9:52:50<9:00:38, 1.29s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24915/50000 [9:52:52<9:01:56, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24916/50000 [9:52:53<8:50:21, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24917/50000 [9:52:54<8:41:34, 1.25s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24918/50000 [9:52:55<8:11:20, 1.18s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24919/50000 [9:52:56<8:23:42, 1.20s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24920/50000 [9:52:57<8:14:05, 1.18s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24921/50000 [9:52:59<8:50:57, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24922/50000 [9:53:00<9:26:57, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24923/50000 [9:53:02<9:39:23, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24924/50000 [9:53:04<11:02:17, 1.58s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24925/50000 [9:53:05<10:17:04, 1.48s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24926/50000 [9:53:07<10:42:34, 1.54s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24927/50000 [9:53:08<11:03:21, 1.59s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24928/50000 [9:53:10<11:33:39, 1.66s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24929/50000 [9:53:12<11:24:22, 1.64s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24930/50000 [9:53:13<10:28:06, 1.50s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24931/50000 [9:53:15<10:22:10, 1.49s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24932/50000 [9:53:16<9:53:16, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24933/50000 [9:53:17<9:31:01, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24934/50000 [9:53:18<9:33:19, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24935/50000 [9:53:20<9:32:35, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24936/50000 [9:53:21<9:20:21, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24937/50000 [9:53:23<10:52:57, 1.56s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24938/50000 [9:53:25<10:39:59, 1.53s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24939/50000 [9:53:27<12:18:26, 1.77s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24940/50000 [9:53:28<11:20:07, 1.63s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24941/50000 [9:53:30<11:00:38, 1.58s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24942/50000 [9:53:31<10:51:56, 1.56s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24943/50000 [9:53:32<10:08:08, 1.46s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24944/50000 [9:53:34<9:42:38, 1.40s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24945/50000 [9:53:35<9:17:55, 1.34s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24946/50000 [9:53:36<8:29:45, 1.22s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24947/50000 [9:53:37<8:21:38, 1.20s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24948/50000 [9:53:38<8:44:53, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24949/50000 [9:53:40<8:56:17, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24950/50000 [9:53:41<9:09:01, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24951/50000 [9:53:43<10:26:00, 1.50s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24952/50000 [9:53:44<9:36:23, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24953/50000 [9:53:45<9:01:59, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24954/50000 [9:53:47<9:10:45, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24955/50000 [9:53:48<8:57:49, 1.29s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24956/50000 [9:53:49<8:50:05, 1.27s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24957/50000 [9:53:50<8:57:25, 1.29s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24958/50000 [9:53:52<8:39:48, 1.25s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24959/50000 [9:53:53<8:54:59, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24960/50000 [9:53:54<9:07:45, 1.31s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24961/50000 [9:53:55<8:45:47, 1.26s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24962/50000 [9:53:56<8:20:24, 1.20s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24963/50000 [9:53:57<7:54:04, 1.14s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24964/50000 [9:53:59<7:49:26, 1.13s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24965/50000 [9:54:00<8:09:07, 1.17s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24966/50000 [9:54:01<8:34:16, 1.23s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24967/50000 [9:54:03<9:33:31, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24968/50000 [9:54:04<9:28:28, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24969/50000 [9:54:06<9:15:13, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24970/50000 [9:54:07<9:28:23, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24971/50000 [9:54:08<9:51:44, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24972/50000 [9:54:10<9:54:55, 1.43s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24973/50000 [9:54:12<10:13:22, 1.47s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24974/50000 [9:54:13<9:26:38, 1.36s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24975/50000 [9:54:14<9:46:59, 1.41s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24976/50000 [9:54:15<9:29:31, 1.37s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24977/50000 [9:54:17<9:52:13, 1.42s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24978/50000 [9:54:18<9:36:15, 1.38s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24979/50000 [9:54:20<9:41:25, 1.39s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24980/50000 [9:54:21<9:16:29, 1.33s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24981/50000 [9:54:24<12:04:34, 1.74s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24982/50000 [9:54:25<11:34:24, 1.67s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24983/50000 [9:54:27<11:20:22, 1.63s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24984/50000 [9:54:30<14:28:44, 2.08s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24985/50000 [9:54:31<13:31:03, 1.95s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24986/50000 [9:54:33<12:10:25, 1.75s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24987/50000 [9:54:35<13:42:15, 1.97s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24988/50000 [9:54:37<12:29:54, 1.80s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24989/50000 [9:54:38<11:38:41, 1.68s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24990/50000 [9:54:39<10:41:24, 1.54s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24991/50000 [9:54:40<10:01:56, 1.44s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24992/50000 [9:54:41<9:03:17, 1.30s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24993/50000 [9:54:43<8:54:24, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24994/50000 [9:54:44<9:24:22, 1.35s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24995/50000 [9:54:45<8:53:17, 1.28s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▉ | 24996/50000 [9:54:47<9:10:59, 1.32s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|████���████████▉ | 24997/50000 [9:54:48<8:33:59, 1.23s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24998/50000 [9:54:52<14:34:28, 2.10s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▍ | 24999/50000 [9:54:53<12:30:24, 1.80s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▌ | 25000/50000 [9:54:54<11:05:00, 1.60s/it] Step... (24000/50000 | Loss: 1.6508632898330688, Acc: 0.6671841740608215): 50%|█████████████▌ | 25000/50000 [9:54:56<11:05:00, 1.60s/it] +Step... (24500 | Loss: 1.7519614696502686, Learning Rate: 0.0003090909158345312) +Step... (25000 | Loss: 1.6992958784103394, Learning Rate: 0.00030303033418022096) + Evaluating ...: 0%| | 0/130 [00:00