+ echo '--------- Environment sanity check ---------'
+ echo 'shell:        ./sft-tools.sh running under bash 5.0.17(1)-release'
+ echo 'conda env:    pda'
++ which python
+ echo 'python:       /home/panda/miniconda3/envs/pda/bin/python'
+ python -
++ command -v deepspeed
+ echo 'deepspeed:    /home/panda/miniconda3/envs/pda/bin/deepspeed'
+ echo --------------------------------------------
+ CUDA_VISIBLE_DEVICES=0,1
+ deepspeed --master_port 29753 --module safe_rlhf.algorithms.tools_ft --train_datasets tools --model_name_or_path meta-llama/Llama-3.1-8B-Instruct --cache_dir /home/panda/pda-llm/cache/sft-tools --important_sft false --max_length 4096 --trust_remote_code True --epochs 3 --per_device_train_batch_size 1 --per_device_eval_batch_size 1 --gradient_accumulation_steps 48 --gradient_checkpointing --learning_rate 1e-4 --lr_scheduler_type cosine --lr_warmup_ratio 0.1 --weight_decay 0.0 --seed 42 --output_dir /home/panda/pda-llm/output/sft-tools/run-false-1-100-16-4096 --log_type wandb --log_project TOOLS-SFT --zero_stage 0 --offload none --safety_ratio_tol 100 --resilient_coeff 1 --lora_r 16 --lora_alpha 32 --lora_dropout 0.05 --gradient_checkpointing --bf16 True --fp16 False --tf32 False
[rank1]:[W511 17:36:45.026182293 ProcessGroupNCCL.cpp:4115] [PG ID 0 PG GUID 0 Rank 1]  using GPU 1 to perform barrier as devices used by this process are currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect.Specify device_ids in barrier() to force use of a particular device,or call init_process_group() with a device_id.
[rank0]:[W511 17:36:45.057218115 ProcessGroupNCCL.cpp:4115] [PG ID 0 PG GUID 0 Rank 0]  using GPU 0 to perform barrier as devices used by this process are currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect.Specify device_ids in barrier() to force use of a particular device,or call init_process_group() with a device_id.

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The new embeddings will be initialized from a multivariate normal distribution that has old embeddings' mean and covariance. As described in this article: https://nlp.stanford.edu/~johnhew/vocab-expansion.html. To disable this, use `mean_resizing=False`
The new embeddings will be initialized from a multivariate normal distribution that has old embeddings' mean and covariance. As described in this article: https://nlp.stanford.edu/~johnhew/vocab-expansion.html. To disable this, use `mean_resizing=False`
The new lm_head weights will be initialized from a multivariate normal distribution that has old embeddings' mean and covariance. As described in this article: https://nlp.stanford.edu/~johnhew/vocab-expansion.html. To disable this, use `mean_resizing=False`
The new lm_head weights will be initialized from a multivariate normal distribution that has old embeddings' mean and covariance. As described in this article: https://nlp.stanford.edu/~johnhew/vocab-expansion.html. To disable this, use `mean_resizing=False`
/home/panda/pda-llm/safe_rlhf/trainers/supervised_tools_trainer.py:164: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.
  self.baseline_logprobs = torch.load(baseline_cache_path, map_location=self.args.device)
Using /home/panda/.cache/torch_extensions/py311_cu124 as PyTorch extensions root...
Using /home/panda/.cache/torch_extensions/py311_cu124 as PyTorch extensions root...
Detected CUDA files, patching ldflags
Emitting ninja build file /home/panda/.cache/torch_extensions/py311_cu124/fused_adam/build.ninja...
/home/panda/miniconda3/envs/pda/lib/python3.11/site-packages/torch/utils/cpp_extension.py:1964: UserWarning: TORCH_CUDA_ARCH_LIST is not set, all archs for visible cards are included for compilation. 
If this is not desired, please set os.environ['TORCH_CUDA_ARCH_LIST'].
  warnings.warn(
Building extension module fused_adam...
Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
Loading extension module fused_adam...
Loading extension module fused_adam...
wandb: Currently logged in as: iboero (alelab) to https://api.wandb.ai. Use `wandb login --relogin` to force relogin
wandb: Tracking run with wandb version 0.19.10
wandb: Run data is saved locally in /home/panda/pda-llm/output/sft-tools/run-false-1-100-16-4096/wandb/run-20250511_173701-jpa5uws1
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run tools-sft-2025-05-11-17-37-01
wandb: ⭐️ View project at https://wandb.ai/alelab/TOOLS-SFT
wandb: 🚀 View run at https://wandb.ai/alelab/TOOLS-SFT/runs/jpa5uws1

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Training 1/3 epoch (loss 0.2706):   0%|          | 70/16050 [04:41<2:25:45,  1.83it/s]
Training 1/3 epoch (loss 0.2706):   0%|          | 71/16050 [04:41<2:31:39,  1.76it/s]
Training 1/3 epoch (loss 0.3687):   0%|          | 71/16050 [04:41<2:31:39,  1.76it/s]
Training 1/3 epoch (loss 0.3687):   0%|          | 72/16050 [04:41<2:19:46,  1.91it/s]
Training 1/3 epoch (loss 0.1107):   0%|          | 72/16050 [04:42<2:19:46,  1.91it/s]
Training 1/3 epoch (loss 0.1107):   0%|          | 73/16050 [04:42<2:24:47,  1.84it/s]
Training 1/3 epoch (loss 0.1276):   0%|          | 73/16050 [04:42<2:24:47,  1.84it/s]
Training 1/3 epoch (loss 0.1276):   0%|          | 74/16050 [04:42<2:24:32,  1.84it/s]
Training 1/3 epoch (loss 0.6447):   0%|          | 74/16050 [04:43<2:24:32,  1.84it/s]
Training 1/3 epoch (loss 0.6447):   0%|          | 75/16050 [04:43<2:30:47,  1.77it/s]
Training 1/3 epoch (loss 0.1231):   0%|          | 75/16050 [04:43<2:30:47,  1.77it/s]
Training 1/3 epoch (loss 0.1231):   0%|          | 76/16050 [04:43<2:34:14,  1.73it/s]
Training 1/3 epoch (loss 0.0863):   0%|          | 76/16050 [04:44<2:34:14,  1.73it/s]
Training 1/3 epoch (loss 0.0863):   0%|          | 77/16050 [04:44<3:08:43,  1.41it/s]
Training 1/3 epoch (loss 0.7149):   0%|          | 77/16050 [04:45<3:08:43,  1.41it/s]
Training 1/3 epoch (loss 0.7149):   0%|          | 78/16050 [04:45<3:12:15,  1.38it/s]
Training 1/3 epoch (loss 0.5146):   0%|          | 78/16050 [04:46<3:12:15,  1.38it/s]
Training 1/3 epoch (loss 0.5146):   0%|          | 79/16050 [04:46<2:51:54,  1.55it/s]
Training 1/3 epoch (loss 0.1334):   0%|          | 79/16050 [04:46<2:51:54,  1.55it/s]
Training 1/3 epoch (loss 0.1334):   0%|          | 80/16050 [04:46<2:41:50,  1.64it/s]
Training 1/3 epoch (loss 1.1433):   0%|          | 80/16050 [04:46<2:41:50,  1.64it/s]
Training 1/3 epoch (loss 1.1433):   1%|          | 81/16050 [04:46<2:24:46,  1.84it/s]
Training 1/3 epoch (loss 0.1315):   1%|          | 81/16050 [04:47<2:24:46,  1.84it/s]
Training 1/3 epoch (loss 0.1315):   1%|          | 82/16050 [04:47<2:24:49,  1.84it/s]
Training 1/3 epoch (loss 0.1164):   1%|          | 82/16050 [04:47<2:24:49,  1.84it/s]
Training 1/3 epoch (loss 0.1164):   1%|          | 83/16050 [04:47<2:19:47,  1.90it/s]
Training 1/3 epoch (loss 0.2536):   1%|          | 83/16050 [04:48<2:19:47,  1.90it/s]
Training 1/3 epoch (loss 0.2536):   1%|          | 84/16050 [04:48<2:26:06,  1.82it/s]
Training 1/3 epoch (loss 1.1073):   1%|          | 84/16050 [04:49<2:26:06,  1.82it/s]
Training 1/3 epoch (loss 1.1073):   1%|          | 85/16050 [04:49<2:43:36,  1.63it/s]
Training 1/3 epoch (loss 0.4069):   1%|          | 85/16050 [04:49<2:43:36,  1.63it/s]
Training 1/3 epoch (loss 0.4069):   1%|          | 86/16050 [04:49<2:30:13,  1.77it/s]
Training 1/3 epoch (loss 0.1946):   1%|          | 86/16050 [04:50<2:30:13,  1.77it/s]
Training 1/3 epoch (loss 0.1946):   1%|          | 87/16050 [04:50<2:33:42,  1.73it/s]
Training 1/3 epoch (loss 0.4118):   1%|          | 87/16050 [04:50<2:33:42,  1.73it/s]
Training 1/3 epoch (loss 0.4118):   1%|          | 88/16050 [04:50<2:16:51,  1.94it/s]
Training 1/3 epoch (loss 0.1650):   1%|          | 88/16050 [04:51<2:16:51,  1.94it/s]
Training 1/3 epoch (loss 0.1650):   1%|          | 89/16050 [04:51<2:09:33,  2.05it/s]
Training 1/3 epoch (loss 0.1089):   1%|          | 89/16050 [04:51<2:09:33,  2.05it/s]
Training 1/3 epoch (loss 0.1089):   1%|          | 90/16050 [04:51<2:14:40,  1.98it/s]
Training 1/3 epoch (loss 0.0168):   1%|          | 90/16050 [04:52<2:14:40,  1.98it/s]
Training 1/3 epoch (loss 0.0168):   1%|          | 91/16050 [04:52<2:20:23,  1.89it/s]
Training 1/3 epoch (loss 0.1465):   1%|          | 91/16050 [04:52<2:20:23,  1.89it/s]
Training 1/3 epoch (loss 0.1465):   1%|          | 92/16050 [04:52<2:14:21,  1.98it/s]
Training 1/3 epoch (loss 0.7976):   1%|          | 92/16050 [04:53<2:14:21,  1.98it/s]
Training 1/3 epoch (loss 0.7976):   1%|          | 93/16050 [04:53<2:23:24,  1.85it/s]
Training 1/3 epoch (loss 0.6008):   1%|          | 93/16050 [04:53<2:23:24,  1.85it/s]
Training 1/3 epoch (loss 0.6008):   1%|          | 94/16050 [04:53<2:08:50,  2.06it/s]
Training 1/3 epoch (loss 0.0379):   1%|          | 94/16050 [04:54<2:08:50,  2.06it/s]
Training 1/3 epoch (loss 0.0379):   1%|          | 95/16050 [04:54<2:02:38,  2.17it/s]
Training 1/3 epoch (loss 0.3975):   1%|          | 95/16050 [04:54<2:02:38,  2.17it/s]
Training 1/3 epoch (loss 0.3975):   1%|          | 96/16050 [04:54<2:14:24,  1.98it/s]
Training 1/3 epoch (loss 0.7658):   1%|          | 96/16050 [04:55<2:14:24,  1.98it/s]
Training 1/3 epoch (loss 0.7658):   1%|          | 97/16050 [04:55<2:26:36,  1.81it/s]
Training 1/3 epoch (loss 0.8960):   1%|          | 97/16050 [04:55<2:26:36,  1.81it/s]
Training 1/3 epoch (loss 0.8960):   1%|          | 98/16050 [04:55<2:07:51,  2.08it/s]
Training 1/3 epoch (loss 0.3493):   1%|          | 98/16050 [04:56<2:07:51,  2.08it/s]
Training 1/3 epoch (loss 0.3493):   1%|          | 99/16050 [04:56<2:33:16,  1.73it/s]
Training 1/3 epoch (loss 0.0826):   1%|          | 99/16050 [04:57<2:33:16,  1.73it/s]
Training 1/3 epoch (loss 0.0826):   1%|          | 100/16050 [04:57<2:28:04,  1.80it/s]
Training 1/3 epoch (loss 0.2690):   1%|          | 100/16050 [04:57<2:28:04,  1.80it/s]
Training 1/3 epoch (loss 0.2690):   1%|          | 101/16050 [04:57<2:21:49,  1.87it/s]
Training 1/3 epoch (loss 0.1328):   1%|          | 101/16050 [04:58<2:21:49,  1.87it/s]
Training 1/3 epoch (loss 0.1328):   1%|          | 102/16050 [04:58<2:30:05,  1.77it/s]
Training 1/3 epoch (loss 0.1036):   1%|          | 102/16050 [04:58<2:30:05,  1.77it/s]
Training 1/3 epoch (loss 0.1036):   1%|          | 103/16050 [04:58<2:34:05,  1.72it/s]
Training 1/3 epoch (loss 0.1150):   1%|          | 103/16050 [04:59<2:34:05,  1.72it/s]
Training 1/3 epoch (loss 0.1150):   1%|          | 104/16050 [04:59<2:23:25,  1.85it/s]
Training 1/3 epoch (loss 1.2371):   1%|          | 104/16050 [04:59<2:23:25,  1.85it/s]
Training 1/3 epoch (loss 1.2371):   1%|          | 105/16050 [04:59<2:30:24,  1.77it/s]
Training 1/3 epoch (loss 0.4037):   1%|          | 105/16050 [05:00<2:30:24,  1.77it/s]
Training 1/3 epoch (loss 0.4037):   1%|          | 106/16050 [05:00<2:26:28,  1.81it/s]
Training 1/3 epoch (loss 0.3739):   1%|          | 106/16050 [05:01<2:26:28,  1.81it/s]
Training 1/3 epoch (loss 0.3739):   1%|          | 107/16050 [05:01<2:35:26,  1.71it/s]
Training 1/3 epoch (loss 0.2192):   1%|          | 107/16050 [05:01<2:35:26,  1.71it/s]
Training 1/3 epoch (loss 0.2192):   1%|          | 108/16050 [05:01<2:37:25,  1.69it/s]
Training 1/3 epoch (loss 0.2206):   1%|          | 108/16050 [05:02<2:37:25,  1.69it/s]
Training 1/3 epoch (loss 0.2206):   1%|          | 109/16050 [05:02<2:24:04,  1.84it/s]
Training 1/3 epoch (loss 1.1418):   1%|          | 109/16050 [05:02<2:24:04,  1.84it/s]
Training 1/3 epoch (loss 1.1418):   1%|          | 110/16050 [05:02<2:05:01,  2.12it/s]
Training 1/3 epoch (loss 0.3059):   1%|          | 110/16050 [05:02<2:05:01,  2.12it/s]
Training 1/3 epoch (loss 0.3059):   1%|          | 111/16050 [05:02<2:16:58,  1.94it/s]
Training 1/3 epoch (loss 0.1668):   1%|          | 111/16050 [05:03<2:16:58,  1.94it/s]
Training 1/3 epoch (loss 0.1668):   1%|          | 112/16050 [05:03<2:29:26,  1.78it/s]
Training 1/3 epoch (loss 0.2479):   1%|          | 112/16050 [05:04<2:29:26,  1.78it/s]
Training 1/3 epoch (loss 0.2479):   1%|          | 113/16050 [05:04<2:17:23,  1.93it/s]
Training 1/3 epoch (loss 0.5677):   1%|          | 113/16050 [05:04<2:17:23,  1.93it/s]
Training 1/3 epoch (loss 0.5677):   1%|          | 114/16050 [05:04<2:26:23,  1.81it/s]
Training 1/3 epoch (loss 0.1332):   1%|          | 114/16050 [05:05<2:26:23,  1.81it/s]
Training 1/3 epoch (loss 0.1332):   1%|          | 115/16050 [05:05<2:25:54,  1.82it/s]
Training 1/3 epoch (loss 0.1529):   1%|          | 115/16050 [05:05<2:25:54,  1.82it/s]
Training 1/3 epoch (loss 0.1529):   1%|          | 116/16050 [05:05<2:19:02,  1.91it/s]
Training 1/3 epoch (loss 0.0362):   1%|          | 116/16050 [05:06<2:19:02,  1.91it/s]
Training 1/3 epoch (loss 0.0362):   1%|          | 117/16050 [05:06<2:23:36,  1.85it/s]
Training 1/3 epoch (loss 0.1474):   1%|          | 117/16050 [05:06<2:23:36,  1.85it/s]
Training 1/3 epoch (loss 0.1474):   1%|          | 118/16050 [05:06<2:21:00,  1.88it/s]
Training 1/3 epoch (loss 0.2295):   1%|          | 118/16050 [05:07<2:21:00,  1.88it/s]
Training 1/3 epoch (loss 0.2295):   1%|          | 119/16050 [05:07<2:31:41,  1.75it/s]
Training 1/3 epoch (loss 0.3464):   1%|          | 119/16050 [05:08<2:31:41,  1.75it/s]
Training 1/3 epoch (loss 0.3464):   1%|          | 120/16050 [05:08<2:38:24,  1.68it/s]
Training 1/3 epoch (loss 0.5300):   1%|          | 120/16050 [05:08<2:38:24,  1.68it/s]
Training 1/3 epoch (loss 0.5300):   1%|          | 121/16050 [05:08<2:39:18,  1.67it/s]
Training 1/3 epoch (loss 0.8470):   1%|          | 121/16050 [05:09<2:39:18,  1.67it/s]
Training 1/3 epoch (loss 0.8470):   1%|          | 122/16050 [05:09<2:55:52,  1.51it/s]
Training 1/3 epoch (loss 0.7144):   1%|          | 122/16050 [05:09<2:55:52,  1.51it/s]
Training 1/3 epoch (loss 0.7144):   1%|          | 123/16050 [05:09<2:36:33,  1.70it/s]
Training 1/3 epoch (loss 0.1730):   1%|          | 123/16050 [05:10<2:36:33,  1.70it/s]
Training 1/3 epoch (loss 0.1730):   1%|          | 124/16050 [05:10<2:25:26,  1.82it/s]
Training 1/3 epoch (loss 0.9843):   1%|          | 124/16050 [05:10<2:25:26,  1.82it/s]
Training 1/3 epoch (loss 0.9843):   1%|          | 125/16050 [05:10<2:13:44,  1.98it/s]
Training 1/3 epoch (loss 0.1103):   1%|          | 125/16050 [05:11<2:13:44,  1.98it/s]
Training 1/3 epoch (loss 0.1103):   1%|          | 126/16050 [05:11<2:35:33,  1.71it/s]
Training 1/3 epoch (loss 0.6608):   1%|          | 126/16050 [05:12<2:35:33,  1.71it/s]
Training 1/3 epoch (loss 0.6608):   1%|          | 127/16050 [05:12<2:32:44,  1.74it/s]
Training 1/3 epoch (loss 0.6497):   1%|          | 127/16050 [05:12<2:32:44,  1.74it/s]
Training 1/3 epoch (loss 0.6497):   1%|          | 128/16050 [05:12<2:15:57,  1.95it/s]
Training 1/3 epoch (loss 0.2088):   1%|          | 128/16050 [05:13<2:15:57,  1.95it/s]
Training 1/3 epoch (loss 0.2088):   1%|          | 129/16050 [05:13<2:18:25,  1.92it/s]
Training 1/3 epoch (loss 0.7305):   1%|          | 129/16050 [05:13<2:18:25,  1.92it/s]
Training 1/3 epoch (loss 0.7305):   1%|          | 130/16050 [05:13<2:10:48,  2.03it/s]
Training 1/3 epoch (loss 0.5952):   1%|          | 130/16050 [05:13<2:10:48,  2.03it/s]
Training 1/3 epoch (loss 0.5952):   1%|          | 131/16050 [05:13<2:13:06,  1.99it/s]
Training 1/3 epoch (loss 0.3781):   1%|          | 131/16050 [05:14<2:13:06,  1.99it/s]
Training 1/3 epoch (loss 0.3781):   1%|          | 132/16050 [05:14<2:23:16,  1.85it/s]
Training 1/3 epoch (loss 1.1105):   1%|          | 132/16050 [05:15<2:23:16,  1.85it/s]
Training 1/3 epoch (loss 1.1105):   1%|          | 133/16050 [05:15<2:30:51,  1.76it/s]
Training 1/3 epoch (loss 0.4624):   1%|          | 133/16050 [05:15<2:30:51,  1.76it/s]
Training 1/3 epoch (loss 0.4624):   1%|          | 134/16050 [05:15<2:39:12,  1.67it/s]
Training 1/3 epoch (loss 0.5552):   1%|          | 134/16050 [05:16<2:39:12,  1.67it/s]
Training 1/3 epoch (loss 0.5552):   1%|          | 135/16050 [05:16<2:32:28,  1.74it/s]
Training 1/3 epoch (loss 0.1501):   1%|          | 135/16050 [05:16<2:32:28,  1.74it/s]
Training 1/3 epoch (loss 0.1501):   1%|          | 136/16050 [05:16<2:22:54,  1.86it/s]
Training 1/3 epoch (loss 0.0997):   1%|          | 136/16050 [05:17<2:22:54,  1.86it/s]
Training 1/3 epoch (loss 0.0997):   1%|          | 137/16050 [05:17<2:22:56,  1.86it/s]
Training 1/3 epoch (loss 0.1029):   1%|          | 137/16050 [05:17<2:22:56,  1.86it/s]
Training 1/3 epoch (loss 0.1029):   1%|          | 138/16050 [05:17<2:22:23,  1.86it/s]
Training 1/3 epoch (loss 0.1982):   1%|          | 138/16050 [05:18<2:22:23,  1.86it/s]
Training 1/3 epoch (loss 0.1982):   1%|          | 139/16050 [05:18<2:36:29,  1.69it/s]
Training 1/3 epoch (loss 0.3584):   1%|          | 139/16050 [05:19<2:36:29,  1.69it/s]
Training 1/3 epoch (loss 0.3584):   1%|          | 140/16050 [05:19<2:32:10,  1.74it/s]
Training 1/3 epoch (loss 0.0969):   1%|          | 140/16050 [05:19<2:32:10,  1.74it/s]
Training 1/3 epoch (loss 0.0969):   1%|          | 141/16050 [05:19<2:17:55,  1.92it/s]
Training 1/3 epoch (loss 0.8928):   1%|          | 141/16050 [05:20<2:17:55,  1.92it/s]
Training 1/3 epoch (loss 0.8928):   1%|          | 142/16050 [05:20<2:12:58,  1.99it/s]
Training 1/3 epoch (loss 0.0806):   1%|          | 142/16050 [05:20<2:12:58,  1.99it/s]
Training 1/3 epoch (loss 0.0806):   1%|          | 143/16050 [05:20<2:05:53,  2.11it/s]
Training 1/3 epoch (loss 0.2742):   1%|          | 143/16050 [05:21<2:05:53,  2.11it/s]
Training 1/3 epoch (loss 0.2742):   1%|          | 144/16050 [05:21<2:09:06,  2.05it/s]
Training 1/3 epoch (loss 0.8641):   1%|          | 144/16050 [05:21<2:09:06,  2.05it/s]
Training 1/3 epoch (loss 0.8641):   1%|          | 145/16050 [05:21<1:54:28,  2.32it/s]
Training 1/3 epoch (loss 0.4335):   1%|          | 145/16050 [05:23<1:54:28,  2.32it/s]
Training 1/3 epoch (loss 0.4335):   1%|          | 146/16050 [05:23<4:26:19,  1.00s/it]
Training 1/3 epoch (loss 0.3174):   1%|          | 146/16050 [05:24<4:26:19,  1.00s/it]
Training 1/3 epoch (loss 0.3174):   1%|          | 147/16050 [05:24<3:45:11,  1.18it/s]
Training 1/3 epoch (loss 1.3677):   1%|          | 147/16050 [05:24<3:45:11,  1.18it/s]
Training 1/3 epoch (loss 1.3677):   1%|          | 148/16050 [05:24<3:12:46,  1.37it/s]
Training 1/3 epoch (loss 0.1312):   1%|          | 148/16050 [05:25<3:12:46,  1.37it/s]
Training 1/3 epoch (loss 0.1312):   1%|          | 149/16050 [05:25<3:17:40,  1.34it/s]
Training 1/3 epoch (loss 0.9805):   1%|          | 149/16050 [05:25<3:17:40,  1.34it/s]
Training 1/3 epoch (loss 0.9805):   1%|          | 150/16050 [05:25<2:55:01,  1.51it/s]
Training 1/3 epoch (loss 0.2048):   1%|          | 150/16050 [05:26<2:55:01,  1.51it/s]
Training 1/3 epoch (loss 0.2048):   1%|          | 151/16050 [05:26<2:37:45,  1.68it/s]
Training 1/3 epoch (loss 0.5712):   1%|          | 151/16050 [05:26<2:37:45,  1.68it/s]
Training 1/3 epoch (loss 0.5712):   1%|          | 152/16050 [05:26<2:38:14,  1.67it/s]
Training 1/3 epoch (loss 0.3027):   1%|          | 152/16050 [05:27<2:38:14,  1.67it/s]
Training 1/3 epoch (loss 0.3027):   1%|          | 153/16050 [05:27<2:39:59,  1.66it/s]
Training 1/3 epoch (loss 1.6655):   1%|          | 153/16050 [05:28<2:39:59,  1.66it/s]
Training 1/3 epoch (loss 1.6655):   1%|          | 154/16050 [05:28<2:49:09,  1.57it/s]
Training 1/3 epoch (loss 0.1614):   1%|          | 154/16050 [05:28<2:49:09,  1.57it/s]
Training 1/3 epoch (loss 0.1614):   1%|          | 155/16050 [05:28<2:54:27,  1.52it/s]
Training 1/3 epoch (loss 0.2822):   1%|          | 155/16050 [05:29<2:54:27,  1.52it/s]
Training 1/3 epoch (loss 0.2822):   1%|          | 156/16050 [05:29<2:47:01,  1.59it/s]
Training 1/3 epoch (loss 0.3346):   1%|          | 156/16050 [05:29<2:47:01,  1.59it/s]
Training 1/3 epoch (loss 0.3346):   1%|          | 157/16050 [05:29<2:29:25,  1.77it/s]
Training 1/3 epoch (loss 0.4785):   1%|          | 157/16050 [05:30<2:29:25,  1.77it/s]
Training 1/3 epoch (loss 0.4785):   1%|          | 158/16050 [05:30<2:37:26,  1.68it/s]
Training 1/3 epoch (loss 0.5767):   1%|          | 158/16050 [05:31<2:37:26,  1.68it/s]
Training 1/3 epoch (loss 0.5767):   1%|          | 159/16050 [05:31<2:33:47,  1.72it/s]
Training 1/3 epoch (loss 1.5936):   1%|          | 159/16050 [05:31<2:33:47,  1.72it/s]
Training 1/3 epoch (loss 1.5936):   1%|          | 160/16050 [05:31<2:41:08,  1.64it/s]
Training 1/3 epoch (loss 0.1237):   1%|          | 160/16050 [05:32<2:41:08,  1.64it/s]
Training 1/3 epoch (loss 0.1237):   1%|          | 161/16050 [05:32<2:46:51,  1.59it/s]
Training 1/3 epoch (loss 0.4045):   1%|          | 161/16050 [05:33<2:46:51,  1.59it/s]
Training 1/3 epoch (loss 0.4045):   1%|          | 162/16050 [05:33<2:51:26,  1.54it/s]
Training 1/3 epoch (loss 0.0982):   1%|          | 162/16050 [05:33<2:51:26,  1.54it/s]
Training 1/3 epoch (loss 0.0982):   1%|          | 163/16050 [05:33<2:43:10,  1.62it/s]
Training 1/3 epoch (loss 1.0325):   1%|          | 163/16050 [05:34<2:43:10,  1.62it/s]
Training 1/3 epoch (loss 1.0325):   1%|          | 164/16050 [05:34<2:46:28,  1.59it/s]
Training 1/3 epoch (loss 0.1724):   1%|          | 164/16050 [05:34<2:46:28,  1.59it/s]
Training 1/3 epoch (loss 0.1724):   1%|          | 165/16050 [05:34<2:29:18,  1.77it/s]
Training 1/3 epoch (loss 0.3718):   1%|          | 165/16050 [05:35<2:29:18,  1.77it/s]
Training 1/3 epoch (loss 0.3718):   1%|          | 166/16050 [05:35<2:26:02,  1.81it/s]
Training 1/3 epoch (loss 0.8229):   1%|          | 166/16050 [05:35<2:26:02,  1.81it/s]
Training 1/3 epoch (loss 0.8229):   1%|          | 167/16050 [05:35<2:23:40,  1.84it/s]
Training 1/3 epoch (loss 0.4357):   1%|          | 167/16050 [05:36<2:23:40,  1.84it/s]
Training 1/3 epoch (loss 0.4357):   1%|          | 168/16050 [05:36<2:27:10,  1.80it/s]
Training 1/3 epoch (loss 1.2110):   1%|          | 168/16050 [05:36<2:27:10,  1.80it/s]
Training 1/3 epoch (loss 1.2110):   1%|          | 169/16050 [05:36<2:20:04,  1.89it/s]
Training 1/3 epoch (loss 0.0999):   1%|          | 169/16050 [05:37<2:20:04,  1.89it/s]
Training 1/3 epoch (loss 0.0999):   1%|          | 170/16050 [05:37<2:29:28,  1.77it/s]
Training 1/3 epoch (loss 0.2232):   1%|          | 170/16050 [05:38<2:29:28,  1.77it/s]
Training 1/3 epoch (loss 0.2232):   1%|          | 171/16050 [05:38<2:27:00,  1.80it/s]
Training 1/3 epoch (loss 0.0926):   1%|          | 171/16050 [05:38<2:27:00,  1.80it/s]
Training 1/3 epoch (loss 0.0926):   1%|          | 172/16050 [05:38<2:13:34,  1.98it/s]
Training 1/3 epoch (loss 1.7922):   1%|          | 172/16050 [05:38<2:13:34,  1.98it/s]
Training 1/3 epoch (loss 1.7922):   1%|          | 173/16050 [05:38<2:16:17,  1.94it/s]
Training 1/3 epoch (loss 0.5231):   1%|          | 173/16050 [05:39<2:16:17,  1.94it/s]
Training 1/3 epoch (loss 0.5231):   1%|          | 174/16050 [05:39<2:04:36,  2.12it/s]
Training 1/3 epoch (loss 0.1394):   1%|          | 174/16050 [05:39<2:04:36,  2.12it/s]
Training 1/3 epoch (loss 0.1394):   1%|          | 175/16050 [05:39<2:15:58,  1.95it/s]
Training 1/3 epoch (loss 1.0767):   1%|          | 175/16050 [05:40<2:15:58,  1.95it/s]
Training 1/3 epoch (loss 1.0767):   1%|          | 176/16050 [05:40<2:13:23,  1.98it/s]
Training 1/3 epoch (loss 0.2835):   1%|          | 176/16050 [05:40<2:13:23,  1.98it/s]
Training 1/3 epoch (loss 0.2835):   1%|          | 177/16050 [05:40<2:13:26,  1.98it/s]
Training 1/3 epoch (loss 0.5825):   1%|          | 177/16050 [05:41<2:13:26,  1.98it/s]
Training 1/3 epoch (loss 0.5825):   1%|          | 178/16050 [05:41<2:43:20,  1.62it/s]
Training 1/3 epoch (loss 0.9133):   1%|          | 178/16050 [05:42<2:43:20,  1.62it/s]
Training 1/3 epoch (loss 0.9133):   1%|          | 179/16050 [05:42<2:46:36,  1.59it/s]
Training 1/3 epoch (loss 0.8249):   1%|          | 179/16050 [05:42<2:46:36,  1.59it/s]
Training 1/3 epoch (loss 0.8249):   1%|          | 180/16050 [05:42<2:29:55,  1.76it/s]
Training 1/3 epoch (loss 0.8212):   1%|          | 180/16050 [05:43<2:29:55,  1.76it/s]
Training 1/3 epoch (loss 0.8212):   1%|          | 181/16050 [05:43<2:25:40,  1.82it/s]
Training 1/3 epoch (loss 0.0572):   1%|          | 181/16050 [05:43<2:25:40,  1.82it/s]
Training 1/3 epoch (loss 0.0572):   1%|          | 182/16050 [05:43<2:09:48,  2.04it/s]
Training 1/3 epoch (loss 0.1764):   1%|          | 182/16050 [05:44<2:09:48,  2.04it/s]
Training 1/3 epoch (loss 0.1764):   1%|          | 183/16050 [05:44<2:03:21,  2.14it/s]
Training 1/3 epoch (loss 0.7012):   1%|          | 183/16050 [05:44<2:03:21,  2.14it/s]
Training 1/3 epoch (loss 0.7012):   1%|          | 184/16050 [05:44<2:00:08,  2.20it/s]
Training 1/3 epoch (loss 0.1872):   1%|          | 184/16050 [05:45<2:00:08,  2.20it/s]
Training 1/3 epoch (loss 0.1872):   1%|          | 185/16050 [05:45<1:57:12,  2.26it/s]
Training 1/3 epoch (loss 0.4911):   1%|          | 185/16050 [05:47<1:57:12,  2.26it/s]
Training 1/3 epoch (loss 0.4911):   1%|          | 186/16050 [05:47<4:18:18,  1.02it/s]
Training 1/3 epoch (loss 0.7685):   1%|          | 186/16050 [05:47<4:18:18,  1.02it/s]
Training 1/3 epoch (loss 0.7685):   1%|          | 187/16050 [05:47<3:44:58,  1.18it/s]
Training 1/3 epoch (loss 0.1826):   1%|          | 187/16050 [05:48<3:44:58,  1.18it/s]
Training 1/3 epoch (loss 0.1826):   1%|          | 188/16050 [05:48<3:09:13,  1.40it/s]
Training 1/3 epoch (loss 0.7107):   1%|          | 188/16050 [05:48<3:09:13,  1.40it/s]
Training 1/3 epoch (loss 0.7107):   1%|          | 189/16050 [05:48<2:39:43,  1.66it/s]
Training 1/3 epoch (loss 0.1665):   1%|          | 189/16050 [05:48<2:39:43,  1.66it/s]
Training 1/3 epoch (loss 0.1665):   1%|          | 190/16050 [05:48<2:25:04,  1.82it/s]
Training 1/3 epoch (loss 0.1609):   1%|          | 190/16050 [05:49<2:25:04,  1.82it/s]
Training 1/3 epoch (loss 0.1609):   1%|          | 191/16050 [05:49<2:48:04,  1.57it/s]
Training 1/3 epoch (loss 0.6257):   1%|          | 191/16050 [05:50<2:48:04,  1.57it/s]
Training 1/3 epoch (loss 0.6257):   1%|          | 192/16050 [05:50<2:48:51,  1.57it/s]
Training 1/3 epoch (loss 0.8930):   1%|          | 192/16050 [05:50<2:48:51,  1.57it/s]
Training 1/3 epoch (loss 0.8930):   1%|          | 193/16050 [05:50<2:35:15,  1.70it/s]
Training 1/3 epoch (loss 0.1414):   1%|          | 193/16050 [05:51<2:35:15,  1.70it/s]
Training 1/3 epoch (loss 0.1414):   1%|          | 194/16050 [05:51<2:19:33,  1.89it/s]
Training 1/3 epoch (loss 0.2082):   1%|          | 194/16050 [05:51<2:19:33,  1.89it/s]
Training 1/3 epoch (loss 0.2082):   1%|          | 195/16050 [05:51<2:14:55,  1.96it/s]
Training 1/3 epoch (loss 0.6693):   1%|          | 195/16050 [05:52<2:14:55,  1.96it/s]
Training 1/3 epoch (loss 0.6693):   1%|          | 196/16050 [05:52<2:07:36,  2.07it/s]
Training 1/3 epoch (loss 0.3230):   1%|          | 196/16050 [05:52<2:07:36,  2.07it/s]
Training 1/3 epoch (loss 0.3230):   1%|          | 197/16050 [05:52<2:12:53,  1.99it/s]
Training 1/3 epoch (loss 0.1740):   1%|          | 197/16050 [05:53<2:12:53,  1.99it/s]
Training 1/3 epoch (loss 0.1740):   1%|          | 198/16050 [05:53<2:12:39,  1.99it/s]
Training 1/3 epoch (loss 0.0798):   1%|          | 198/16050 [05:53<2:12:39,  1.99it/s]
Training 1/3 epoch (loss 0.0798):   1%|          | 199/16050 [05:53<2:10:12,  2.03it/s]
Training 1/3 epoch (loss 0.1577):   1%|          | 199/16050 [05:54<2:10:12,  2.03it/s]
Training 1/3 epoch (loss 0.1577):   1%|          | 200/16050 [05:54<2:02:57,  2.15it/s]
Training 1/3 epoch (loss 0.2012):   1%|          | 200/16050 [05:54<2:02:57,  2.15it/s]
Training 1/3 epoch (loss 0.2012):   1%|▏         | 201/16050 [05:54<2:13:50,  1.97it/s]
Training 1/3 epoch (loss 0.1826):   1%|▏         | 201/16050 [05:55<2:13:50,  1.97it/s]
Training 1/3 epoch (loss 0.1826):   1%|▏         | 202/16050 [05:55<2:14:09,  1.97it/s]
Training 1/3 epoch (loss 1.2933):   1%|▏         | 202/16050 [05:55<2:14:09,  1.97it/s]
Training 1/3 epoch (loss 1.2933):   1%|▏         | 203/16050 [05:55<2:14:49,  1.96it/s]
Training 1/3 epoch (loss 0.1190):   1%|▏         | 203/16050 [05:56<2:14:49,  1.96it/s]
Training 1/3 epoch (loss 0.1190):   1%|▏         | 204/16050 [05:56<2:14:46,  1.96it/s]
Training 1/3 epoch (loss 0.5002):   1%|▏         | 204/16050 [05:56<2:14:46,  1.96it/s]
Training 1/3 epoch (loss 0.5002):   1%|▏         | 205/16050 [05:56<2:26:30,  1.80it/s]
Training 1/3 epoch (loss 0.3723):   1%|▏         | 205/16050 [05:57<2:26:30,  1.80it/s]
Training 1/3 epoch (loss 0.3723):   1%|▏         | 206/16050 [05:57<2:42:50,  1.62it/s]
Training 1/3 epoch (loss 0.4181):   1%|▏         | 206/16050 [05:58<2:42:50,  1.62it/s]
Training 1/3 epoch (loss 0.4181):   1%|▏         | 207/16050 [05:58<2:49:42,  1.56it/s]
Training 1/3 epoch (loss 0.3267):   1%|▏         | 207/16050 [05:59<2:49:42,  1.56it/s]
Training 1/3 epoch (loss 0.3267):   1%|▏         | 208/16050 [05:59<2:49:26,  1.56it/s]
Training 1/3 epoch (loss 0.9244):   1%|▏         | 208/16050 [05:59<2:49:26,  1.56it/s]
Training 1/3 epoch (loss 0.9244):   1%|▏         | 209/16050 [05:59<2:40:06,  1.65it/s]
Training 1/3 epoch (loss 0.4391):   1%|▏         | 209/16050 [05:59<2:40:06,  1.65it/s]
Training 1/3 epoch (loss 0.4391):   1%|▏         | 210/16050 [05:59<2:24:33,  1.83it/s]
Training 1/3 epoch (loss 0.2104):   1%|▏         | 210/16050 [06:00<2:24:33,  1.83it/s]
Training 1/3 epoch (loss 0.2104):   1%|▏         | 211/16050 [06:00<2:36:53,  1.68it/s]
Training 1/3 epoch (loss 0.3521):   1%|▏         | 211/16050 [06:01<2:36:53,  1.68it/s]
Training 1/3 epoch (loss 0.3521):   1%|▏         | 212/16050 [06:01<2:38:23,  1.67it/s]
Training 1/3 epoch (loss 0.0068):   1%|▏         | 212/16050 [06:01<2:38:23,  1.67it/s]
Training 1/3 epoch (loss 0.0068):   1%|▏         | 213/16050 [06:01<2:25:48,  1.81it/s]
Training 1/3 epoch (loss 0.5416):   1%|▏         | 213/16050 [06:02<2:25:48,  1.81it/s]
Training 1/3 epoch (loss 0.5416):   1%|▏         | 214/16050 [06:02<2:14:46,  1.96it/s]
Training 1/3 epoch (loss 0.3099):   1%|▏         | 214/16050 [06:02<2:14:46,  1.96it/s]
Training 1/3 epoch (loss 0.3099):   1%|▏         | 215/16050 [06:02<2:23:02,  1.85it/s]
Training 1/3 epoch (loss 0.4839):   1%|▏         | 215/16050 [06:03<2:23:02,  1.85it/s]
Training 1/3 epoch (loss 0.4839):   1%|▏         | 216/16050 [06:03<2:12:24,  1.99it/s]
Training 1/3 epoch (loss 0.1462):   1%|▏         | 216/16050 [06:03<2:12:24,  1.99it/s]
Training 1/3 epoch (loss 0.1462):   1%|▏         | 217/16050 [06:03<2:20:00,  1.88it/s]
Training 1/3 epoch (loss 0.0982):   1%|▏         | 217/16050 [06:04<2:20:00,  1.88it/s]
Training 1/3 epoch (loss 0.0982):   1%|▏         | 218/16050 [06:04<2:18:43,  1.90it/s]
Training 1/3 epoch (loss 0.0507):   1%|▏         | 218/16050 [06:04<2:18:43,  1.90it/s]
Training 1/3 epoch (loss 0.0507):   1%|▏         | 219/16050 [06:04<2:14:33,  1.96it/s]
Training 1/3 epoch (loss 0.1645):   1%|▏         | 219/16050 [06:05<2:14:33,  1.96it/s]
Training 1/3 epoch (loss 0.1645):   1%|▏         | 220/16050 [06:05<2:10:52,  2.02it/s]
Training 1/3 epoch (loss 0.1725):   1%|▏         | 220/16050 [06:05<2:10:52,  2.02it/s]
Training 1/3 epoch (loss 0.1725):   1%|▏         | 221/16050 [06:05<2:14:29,  1.96it/s]
Training 1/3 epoch (loss 0.0715):   1%|▏         | 221/16050 [06:06<2:14:29,  1.96it/s]
Training 1/3 epoch (loss 0.0715):   1%|▏         | 222/16050 [06:06<2:08:54,  2.05it/s]
Training 1/3 epoch (loss 0.5503):   1%|▏         | 222/16050 [06:06<2:08:54,  2.05it/s]
Training 1/3 epoch (loss 0.5503):   1%|▏         | 223/16050 [06:06<2:02:58,  2.14it/s]
Training 1/3 epoch (loss 0.2311):   1%|▏         | 223/16050 [06:07<2:02:58,  2.14it/s]
Training 1/3 epoch (loss 0.2311):   1%|▏         | 224/16050 [06:07<2:21:24,  1.87it/s]
Training 1/3 epoch (loss 0.4440):   1%|▏         | 224/16050 [06:07<2:21:24,  1.87it/s]
Training 1/3 epoch (loss 0.4440):   1%|▏         | 225/16050 [06:07<2:28:20,  1.78it/s]
Training 1/3 epoch (loss 0.6972):   1%|▏         | 225/16050 [06:08<2:28:20,  1.78it/s]
Training 1/3 epoch (loss 0.6972):   1%|▏         | 226/16050 [06:08<2:27:33,  1.79it/s]
Training 1/3 epoch (loss 0.8477):   1%|▏         | 226/16050 [06:09<2:27:33,  1.79it/s]
Training 1/3 epoch (loss 0.8477):   1%|▏         | 227/16050 [06:09<2:31:03,  1.75it/s]
Training 1/3 epoch (loss 0.2260):   1%|▏         | 227/16050 [06:09<2:31:03,  1.75it/s]
Training 1/3 epoch (loss 0.2260):   1%|▏         | 228/16050 [06:09<2:19:09,  1.89it/s]
Training 1/3 epoch (loss 1.2455):   1%|▏         | 228/16050 [06:09<2:19:09,  1.89it/s]
Training 1/3 epoch (loss 1.2455):   1%|▏         | 229/16050 [06:09<2:04:12,  2.12it/s]
Training 1/3 epoch (loss 0.7590):   1%|▏         | 229/16050 [06:10<2:04:12,  2.12it/s]
Training 1/3 epoch (loss 0.7590):   1%|▏         | 230/16050 [06:10<2:24:42,  1.82it/s]
Training 1/3 epoch (loss 0.1505):   1%|▏         | 230/16050 [06:11<2:24:42,  1.82it/s]
Training 1/3 epoch (loss 0.1505):   1%|▏         | 231/16050 [06:11<2:49:30,  1.56it/s]
Training 1/3 epoch (loss 0.2098):   1%|▏         | 231/16050 [06:12<2:49:30,  1.56it/s]
Training 1/3 epoch (loss 0.2098):   1%|▏         | 232/16050 [06:12<2:47:04,  1.58it/s]
Training 1/3 epoch (loss 0.1063):   1%|▏         | 232/16050 [06:12<2:47:04,  1.58it/s]
Training 1/3 epoch (loss 0.1063):   1%|▏         | 233/16050 [06:12<2:32:28,  1.73it/s]
Training 1/3 epoch (loss 0.5514):   1%|▏         | 233/16050 [06:12<2:32:28,  1.73it/s]
Training 1/3 epoch (loss 0.5514):   1%|▏         | 234/16050 [06:12<2:15:08,  1.95it/s]
Training 1/3 epoch (loss 0.1891):   1%|▏         | 234/16050 [06:13<2:15:08,  1.95it/s]
Training 1/3 epoch (loss 0.1891):   1%|▏         | 235/16050 [06:13<2:11:13,  2.01it/s]
Training 1/3 epoch (loss 0.2249):   1%|▏         | 235/16050 [06:13<2:11:13,  2.01it/s]
Training 1/3 epoch (loss 0.2249):   1%|▏         | 236/16050 [06:13<2:08:35,  2.05it/s]
Training 1/3 epoch (loss 0.1191):   1%|▏         | 236/16050 [06:14<2:08:35,  2.05it/s]
Training 1/3 epoch (loss 0.1191):   1%|▏         | 237/16050 [06:14<2:24:26,  1.82it/s]
Training 1/3 epoch (loss 0.1105):   1%|▏         | 237/16050 [06:14<2:24:26,  1.82it/s]
Training 1/3 epoch (loss 0.1105):   1%|▏         | 238/16050 [06:14<2:19:09,  1.89it/s]
Training 1/3 epoch (loss 0.0273):   1%|▏         | 238/16050 [06:15<2:19:09,  1.89it/s]
Training 1/3 epoch (loss 0.0273):   1%|▏         | 239/16050 [06:15<2:26:32,  1.80it/s]
Training 1/3 epoch (loss 0.1008):   1%|▏         | 239/16050 [06:15<2:26:32,  1.80it/s]
Training 1/3 epoch (loss 0.1008):   1%|▏         | 240/16050 [06:15<2:16:12,  1.93it/s]
Training 1/3 epoch (loss 0.2883):   1%|▏         | 240/16050 [06:16<2:16:12,  1.93it/s]
Training 1/3 epoch (loss 0.2883):   2%|▏         | 241/16050 [06:16<2:15:40,  1.94it/s]
Training 1/3 epoch (loss 0.2200):   2%|▏         | 241/16050 [06:16<2:15:40,  1.94it/s]
Training 1/3 epoch (loss 0.2200):   2%|▏         | 242/16050 [06:16<2:03:16,  2.14it/s]
Training 1/3 epoch (loss 0.1494):   2%|▏         | 242/16050 [06:17<2:03:16,  2.14it/s]
Training 1/3 epoch (loss 0.1494):   2%|▏         | 243/16050 [06:17<2:02:13,  2.16it/s]
Training 1/3 epoch (loss 0.2850):   2%|▏         | 243/16050 [06:17<2:02:13,  2.16it/s]
Training 1/3 epoch (loss 0.2850):   2%|▏         | 244/16050 [06:17<2:19:50,  1.88it/s]
Training 1/3 epoch (loss 0.9034):   2%|▏         | 244/16050 [06:18<2:19:50,  1.88it/s]
Training 1/3 epoch (loss 0.9034):   2%|▏         | 245/16050 [06:18<2:20:25,  1.88it/s]
Training 1/3 epoch (loss 0.3251):   2%|▏         | 245/16050 [06:19<2:20:25,  1.88it/s]
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Training 1/3 epoch (loss 0.8308):   2%|▏         | 246/16050 [06:19<2:15:32,  1.94it/s]
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Training 1/3 epoch (loss 0.1808):   2%|▏         | 247/16050 [06:20<2:22:23,  1.85it/s]
Training 1/3 epoch (loss 0.1808):   2%|▏         | 248/16050 [06:20<2:36:59,  1.68it/s]
Training 1/3 epoch (loss 1.2307):   2%|▏         | 248/16050 [06:20<2:36:59,  1.68it/s]
Training 1/3 epoch (loss 1.2307):   2%|▏         | 249/16050 [06:20<2:24:20,  1.82it/s]
Training 1/3 epoch (loss 0.1327):   2%|▏         | 249/16050 [06:21<2:24:20,  1.82it/s]
Training 1/3 epoch (loss 0.1327):   2%|▏         | 250/16050 [06:21<2:32:27,  1.73it/s]
Training 1/3 epoch (loss 0.0453):   2%|▏         | 250/16050 [06:21<2:32:27,  1.73it/s]
Training 1/3 epoch (loss 0.0453):   2%|▏         | 251/16050 [06:21<2:18:09,  1.91it/s]
Training 1/3 epoch (loss 0.7732):   2%|▏         | 251/16050 [06:22<2:18:09,  1.91it/s]
Training 1/3 epoch (loss 0.7732):   2%|▏         | 252/16050 [06:22<2:25:19,  1.81it/s]
Training 1/3 epoch (loss 0.7764):   2%|▏         | 252/16050 [06:23<2:25:19,  1.81it/s]
Training 1/3 epoch (loss 0.7764):   2%|▏         | 253/16050 [06:23<2:30:11,  1.75it/s]
Training 1/3 epoch (loss 0.3382):   2%|▏         | 253/16050 [06:23<2:30:11,  1.75it/s]
Training 1/3 epoch (loss 0.3382):   2%|▏         | 254/16050 [06:23<2:17:12,  1.92it/s]
Training 1/3 epoch (loss 0.6762):   2%|▏         | 254/16050 [06:23<2:17:12,  1.92it/s]
Training 1/3 epoch (loss 0.6762):   2%|▏         | 255/16050 [06:23<2:12:42,  1.98it/s]
Training 1/3 epoch (loss 0.1540):   2%|▏         | 255/16050 [06:24<2:12:42,  1.98it/s]
Training 1/3 epoch (loss 0.1540):   2%|▏         | 256/16050 [06:24<2:24:28,  1.82it/s]
Training 1/3 epoch (loss 0.7352):   2%|▏         | 256/16050 [06:25<2:24:28,  1.82it/s]
Training 1/3 epoch (loss 0.7352):   2%|▏         | 257/16050 [06:25<2:18:10,  1.90it/s]
Training 1/3 epoch (loss 0.4732):   2%|▏         | 257/16050 [06:25<2:18:10,  1.90it/s]
Training 1/3 epoch (loss 0.4732):   2%|▏         | 258/16050 [06:25<2:45:06,  1.59it/s]
Training 1/3 epoch (loss 1.1756):   2%|▏         | 258/16050 [06:26<2:45:06,  1.59it/s]
Training 1/3 epoch (loss 1.1756):   2%|▏         | 259/16050 [06:26<2:27:47,  1.78it/s]
Training 1/3 epoch (loss 0.1646):   2%|▏         | 259/16050 [06:26<2:27:47,  1.78it/s]
Training 1/3 epoch (loss 0.1646):   2%|▏         | 260/16050 [06:26<2:15:29,  1.94it/s]
Training 1/3 epoch (loss 0.1782):   2%|▏         | 260/16050 [06:27<2:15:29,  1.94it/s]
Training 1/3 epoch (loss 0.1782):   2%|▏         | 261/16050 [06:27<2:21:48,  1.86it/s]
Training 1/3 epoch (loss 0.2584):   2%|▏         | 261/16050 [06:27<2:21:48,  1.86it/s]
Training 1/3 epoch (loss 0.2584):   2%|▏         | 262/16050 [06:27<2:16:14,  1.93it/s]
Training 1/3 epoch (loss 0.9335):   2%|▏         | 262/16050 [06:30<2:16:14,  1.93it/s]
Training 1/3 epoch (loss 0.9335):   2%|▏         | 263/16050 [06:30<4:31:25,  1.03s/it]
Training 1/3 epoch (loss 0.3055):   2%|▏         | 263/16050 [06:30<4:31:25,  1.03s/it]
Training 1/3 epoch (loss 0.3055):   2%|▏         | 264/16050 [06:30<3:51:18,  1.14it/s]
Training 1/3 epoch (loss 1.0654):   2%|▏         | 264/16050 [06:31<3:51:18,  1.14it/s]
Training 1/3 epoch (loss 1.0654):   2%|▏         | 265/16050 [06:31<3:32:26,  1.24it/s]
Training 1/3 epoch (loss 0.6509):   2%|▏         | 265/16050 [06:31<3:32:26,  1.24it/s]
Training 1/3 epoch (loss 0.6509):   2%|▏         | 266/16050 [06:31<3:11:15,  1.38it/s]
Training 1/3 epoch (loss 0.2704):   2%|▏         | 266/16050 [06:32<3:11:15,  1.38it/s]
Training 1/3 epoch (loss 0.2704):   2%|▏         | 267/16050 [06:32<2:56:36,  1.49it/s]
Training 1/3 epoch (loss 0.1291):   2%|▏         | 267/16050 [06:32<2:56:36,  1.49it/s]
Training 1/3 epoch (loss 0.1291):   2%|▏         | 268/16050 [06:32<2:39:32,  1.65it/s]
Training 1/3 epoch (loss 0.2950):   2%|▏         | 268/16050 [06:33<2:39:32,  1.65it/s]
Training 1/3 epoch (loss 0.2950):   2%|▏         | 269/16050 [06:33<2:28:13,  1.77it/s]
Training 1/3 epoch (loss 1.0147):   2%|▏         | 269/16050 [06:33<2:28:13,  1.77it/s]
Training 1/3 epoch (loss 1.0147):   2%|▏         | 270/16050 [06:33<2:35:32,  1.69it/s]
Training 1/3 epoch (loss 0.9463):   2%|▏         | 270/16050 [06:34<2:35:32,  1.69it/s]
Training 1/3 epoch (loss 0.9463):   2%|▏         | 271/16050 [06:34<2:15:45,  1.94it/s]
Training 1/3 epoch (loss 1.0951):   2%|▏         | 271/16050 [06:34<2:15:45,  1.94it/s]
Training 1/3 epoch (loss 1.0951):   2%|▏         | 272/16050 [06:34<2:03:32,  2.13it/s]
Training 1/3 epoch (loss 0.0865):   2%|▏         | 272/16050 [06:34<2:03:32,  2.13it/s]
Training 1/3 epoch (loss 0.0865):   2%|▏         | 273/16050 [06:34<2:03:05,  2.14it/s]
Training 1/3 epoch (loss 0.3262):   2%|▏         | 273/16050 [06:35<2:03:05,  2.14it/s]
Training 1/3 epoch (loss 0.3262):   2%|▏         | 274/16050 [06:35<2:15:41,  1.94it/s]
Training 1/3 epoch (loss 0.2823):   2%|▏         | 274/16050 [06:36<2:15:41,  1.94it/s]
Training 1/3 epoch (loss 0.2823):   2%|▏         | 275/16050 [06:36<2:29:09,  1.76it/s]
Training 1/3 epoch (loss 0.4990):   2%|▏         | 275/16050 [06:36<2:29:09,  1.76it/s]
Training 1/3 epoch (loss 0.4990):   2%|▏         | 276/16050 [06:36<2:33:25,  1.71it/s]
Training 1/3 epoch (loss 0.2218):   2%|▏         | 276/16050 [06:37<2:33:25,  1.71it/s]
Training 1/3 epoch (loss 0.2218):   2%|▏         | 277/16050 [06:37<2:29:44,  1.76it/s]
Training 1/3 epoch (loss 1.2221):   2%|▏         | 277/16050 [06:38<2:29:44,  1.76it/s]
Training 1/3 epoch (loss 1.2221):   2%|▏         | 278/16050 [06:38<2:32:13,  1.73it/s]
Training 1/3 epoch (loss 0.8416):   2%|▏         | 278/16050 [06:38<2:32:13,  1.73it/s]
Training 1/3 epoch (loss 0.8416):   2%|▏         | 279/16050 [06:38<2:38:54,  1.65it/s]
Training 1/3 epoch (loss 0.2490):   2%|▏         | 279/16050 [06:39<2:38:54,  1.65it/s]
Training 1/3 epoch (loss 0.2490):   2%|▏         | 280/16050 [06:39<2:27:30,  1.78it/s]
Training 1/3 epoch (loss 0.1881):   2%|▏         | 280/16050 [06:39<2:27:30,  1.78it/s]
Training 1/3 epoch (loss 0.1881):   2%|▏         | 281/16050 [06:39<2:33:59,  1.71it/s]
Training 1/3 epoch (loss 0.0876):   2%|▏         | 281/16050 [06:40<2:33:59,  1.71it/s]
Training 1/3 epoch (loss 0.0876):   2%|▏         | 282/16050 [06:40<2:38:47,  1.66it/s]
Training 1/3 epoch (loss 0.3754):   2%|▏         | 282/16050 [06:40<2:38:47,  1.66it/s]
Training 1/3 epoch (loss 0.3754):   2%|▏         | 283/16050 [06:40<2:24:31,  1.82it/s]
Training 1/3 epoch (loss 0.4460):   2%|▏         | 283/16050 [06:41<2:24:31,  1.82it/s]
Training 1/3 epoch (loss 0.4460):   2%|▏         | 284/16050 [06:41<2:24:17,  1.82it/s]
Training 1/3 epoch (loss 0.7449):   2%|▏         | 284/16050 [06:42<2:24:17,  1.82it/s]
Training 1/3 epoch (loss 0.7449):   2%|▏         | 285/16050 [06:42<2:44:21,  1.60it/s]
Training 1/3 epoch (loss 0.0945):   2%|▏         | 285/16050 [06:42<2:44:21,  1.60it/s]
Training 1/3 epoch (loss 0.0945):   2%|▏         | 286/16050 [06:42<2:43:18,  1.61it/s]
Training 1/3 epoch (loss 0.0581):   2%|▏         | 286/16050 [06:43<2:43:18,  1.61it/s]
Training 1/3 epoch (loss 0.0581):   2%|▏         | 287/16050 [06:43<2:35:07,  1.69it/s]
Training 1/3 epoch (loss 0.1060):   2%|▏         | 287/16050 [06:44<2:35:07,  1.69it/s]
Training 1/3 epoch (loss 0.1060):   2%|▏         | 288/16050 [06:44<2:46:51,  1.57it/s]
Training 1/3 epoch (loss 0.0484):   2%|▏         | 288/16050 [06:44<2:46:51,  1.57it/s]
Training 1/3 epoch (loss 0.0484):   2%|▏         | 289/16050 [06:44<2:28:55,  1.76it/s]
Training 1/3 epoch (loss 0.4593):   2%|▏         | 289/16050 [06:46<2:28:55,  1.76it/s]
Training 1/3 epoch (loss 0.4593):   2%|▏         | 290/16050 [06:46<4:49:26,  1.10s/it]
Training 1/3 epoch (loss 0.1440):   2%|▏         | 290/16050 [06:47<4:49:26,  1.10s/it]
Training 1/3 epoch (loss 0.1440):   2%|▏         | 291/16050 [06:47<3:55:16,  1.12it/s]
Training 1/3 epoch (loss 0.6627):   2%|▏         | 291/16050 [06:47<3:55:16,  1.12it/s]
Training 1/3 epoch (loss 0.6627):   2%|▏         | 292/16050 [06:47<3:34:36,  1.22it/s]
Training 1/3 epoch (loss 0.1487):   2%|▏         | 292/16050 [06:48<3:34:36,  1.22it/s]
Training 1/3 epoch (loss 0.1487):   2%|▏         | 293/16050 [06:48<3:23:05,  1.29it/s]
Training 1/3 epoch (loss 0.7857):   2%|▏         | 293/16050 [06:50<3:23:05,  1.29it/s]
Training 1/3 epoch (loss 0.7857):   2%|▏         | 294/16050 [06:50<5:26:30,  1.24s/it]
Training 1/3 epoch (loss 0.6398):   2%|▏         | 294/16050 [06:51<5:26:30,  1.24s/it]
Training 1/3 epoch (loss 0.6398):   2%|▏         | 295/16050 [06:51<4:21:04,  1.01it/s]
Training 1/3 epoch (loss 0.3456):   2%|▏         | 295/16050 [06:52<4:21:04,  1.01it/s]
Training 1/3 epoch (loss 0.3456):   2%|▏         | 296/16050 [06:52<4:05:04,  1.07it/s]
Training 1/3 epoch (loss 0.1530):   2%|▏         | 296/16050 [06:52<4:05:04,  1.07it/s]
Training 1/3 epoch (loss 0.1530):   2%|▏         | 297/16050 [06:52<3:20:19,  1.31it/s]
Training 1/3 epoch (loss 1.0165):   2%|▏         | 297/16050 [06:53<3:20:19,  1.31it/s]
Training 1/3 epoch (loss 1.0165):   2%|▏         | 298/16050 [06:53<3:06:57,  1.40it/s]
Training 1/3 epoch (loss 0.0537):   2%|▏         | 298/16050 [06:53<3:06:57,  1.40it/s]
Training 1/3 epoch (loss 0.0537):   2%|▏         | 299/16050 [06:53<3:00:16,  1.46it/s]
Training 1/3 epoch (loss 0.6286):   2%|▏         | 299/16050 [06:54<3:00:16,  1.46it/s]
Training 1/3 epoch (loss 0.6286):   2%|▏         | 300/16050 [06:54<2:39:28,  1.65it/s]
Training 1/3 epoch (loss 0.4113):   2%|▏         | 300/16050 [06:54<2:39:28,  1.65it/s]
Training 1/3 epoch (loss 0.4113):   2%|▏         | 301/16050 [06:54<2:47:58,  1.56it/s]
Training 1/3 epoch (loss 0.6119):   2%|▏         | 301/16050 [06:55<2:47:58,  1.56it/s]
Training 1/3 epoch (loss 0.6119):   2%|▏         | 302/16050 [06:55<2:28:52,  1.76it/s]
Training 1/3 epoch (loss 0.8214):   2%|▏         | 302/16050 [06:55<2:28:52,  1.76it/s]
Training 1/3 epoch (loss 0.8214):   2%|▏         | 303/16050 [06:55<2:20:18,  1.87it/s]
Training 1/3 epoch (loss 0.2406):   2%|▏         | 303/16050 [06:56<2:20:18,  1.87it/s]
Training 1/3 epoch (loss 0.2406):   2%|▏         | 304/16050 [06:56<2:14:14,  1.95it/s]
Training 1/3 epoch (loss 0.5656):   2%|▏         | 304/16050 [06:56<2:14:14,  1.95it/s]
Training 1/3 epoch (loss 0.5656):   2%|▏         | 305/16050 [06:56<2:23:13,  1.83it/s]
Training 1/3 epoch (loss 0.1806):   2%|▏         | 305/16050 [06:57<2:23:13,  1.83it/s]
Training 1/3 epoch (loss 0.1806):   2%|▏         | 306/16050 [06:57<2:57:04,  1.48it/s]
Training 1/3 epoch (loss 0.2387):   2%|▏         | 306/16050 [06:58<2:57:04,  1.48it/s]
Training 1/3 epoch (loss 0.2387):   2%|▏         | 307/16050 [06:58<2:49:34,  1.55it/s]
Training 1/3 epoch (loss 0.9412):   2%|▏         | 307/16050 [06:58<2:49:34,  1.55it/s]
Training 1/3 epoch (loss 0.9412):   2%|▏         | 308/16050 [06:58<2:45:43,  1.58it/s]
Training 1/3 epoch (loss 0.0952):   2%|▏         | 308/16050 [06:59<2:45:43,  1.58it/s]
Training 1/3 epoch (loss 0.0952):   2%|▏         | 309/16050 [06:59<2:31:56,  1.73it/s]
Training 1/3 epoch (loss 0.1503):   2%|▏         | 309/16050 [06:59<2:31:56,  1.73it/s]
Training 1/3 epoch (loss 0.1503):   2%|▏         | 310/16050 [06:59<2:18:49,  1.89it/s]
Training 1/3 epoch (loss 0.2572):   2%|▏         | 310/16050 [07:00<2:18:49,  1.89it/s]
Training 1/3 epoch (loss 0.2572):   2%|▏         | 311/16050 [07:00<2:30:02,  1.75it/s]
Training 1/3 epoch (loss 0.0593):   2%|▏         | 311/16050 [07:01<2:30:02,  1.75it/s]
Training 1/3 epoch (loss 0.0593):   2%|▏         | 312/16050 [07:01<2:34:06,  1.70it/s]
Training 1/3 epoch (loss 0.0362):   2%|▏         | 312/16050 [07:01<2:34:06,  1.70it/s]
Training 1/3 epoch (loss 0.0362):   2%|▏         | 313/16050 [07:01<2:39:32,  1.64it/s]
Training 1/3 epoch (loss 0.5785):   2%|▏         | 313/16050 [07:02<2:39:32,  1.64it/s]
Training 1/3 epoch (loss 0.5785):   2%|▏         | 314/16050 [07:02<2:18:45,  1.89it/s]
Training 1/3 epoch (loss 1.0729):   2%|▏         | 314/16050 [07:02<2:18:45,  1.89it/s]
Training 1/3 epoch (loss 1.0729):   2%|▏         | 315/16050 [07:02<2:18:02,  1.90it/s]
Training 1/3 epoch (loss 0.9977):   2%|▏         | 315/16050 [07:03<2:18:02,  1.90it/s]
Training 1/3 epoch (loss 0.9977):   2%|▏         | 316/16050 [07:03<2:12:32,  1.98it/s]
Training 1/3 epoch (loss 0.3664):   2%|▏         | 316/16050 [07:03<2:12:32,  1.98it/s]
Training 1/3 epoch (loss 0.3664):   2%|▏         | 317/16050 [07:03<1:59:07,  2.20it/s]
Training 1/3 epoch (loss 0.1269):   2%|▏         | 317/16050 [07:03<1:59:07,  2.20it/s]
Training 1/3 epoch (loss 0.1269):   2%|▏         | 318/16050 [07:03<2:00:01,  2.18it/s]
Training 1/3 epoch (loss 0.6587):   2%|▏         | 318/16050 [07:04<2:00:01,  2.18it/s]
Training 1/3 epoch (loss 0.6587):   2%|▏         | 319/16050 [07:04<1:58:39,  2.21it/s]
Training 1/3 epoch (loss 0.6453):   2%|▏         | 319/16050 [07:04<1:58:39,  2.21it/s]
Training 1/3 epoch (loss 0.6453):   2%|▏         | 320/16050 [07:04<1:50:13,  2.38it/s]
Training 1/3 epoch (loss 0.0954):   2%|▏         | 320/16050 [07:05<1:50:13,  2.38it/s]
Training 1/3 epoch (loss 0.0954):   2%|▏         | 321/16050 [07:05<2:45:48,  1.58it/s]
Training 1/3 epoch (loss 0.5346):   2%|▏         | 321/16050 [07:06<2:45:48,  1.58it/s]
Training 1/3 epoch (loss 0.5346):   2%|▏         | 322/16050 [07:06<2:44:03,  1.60it/s]
Training 1/3 epoch (loss 0.4403):   2%|▏         | 322/16050 [07:06<2:44:03,  1.60it/s]
Training 1/3 epoch (loss 0.4403):   2%|▏         | 323/16050 [07:06<2:31:23,  1.73it/s]
Training 1/3 epoch (loss 0.0772):   2%|▏         | 323/16050 [07:07<2:31:23,  1.73it/s]
Training 1/3 epoch (loss 0.0772):   2%|▏         | 324/16050 [07:07<2:27:57,  1.77it/s]
Training 1/3 epoch (loss 0.1171):   2%|▏         | 324/16050 [07:07<2:27:57,  1.77it/s]
Training 1/3 epoch (loss 0.1171):   2%|▏         | 325/16050 [07:07<2:14:37,  1.95it/s]
Training 1/3 epoch (loss 0.2480):   2%|▏         | 325/16050 [07:08<2:14:37,  1.95it/s]
Training 1/3 epoch (loss 0.2480):   2%|▏         | 326/16050 [07:08<2:10:14,  2.01it/s]
Training 1/3 epoch (loss 0.3156):   2%|▏         | 326/16050 [07:08<2:10:14,  2.01it/s]
Training 1/3 epoch (loss 0.3156):   2%|▏         | 327/16050 [07:08<2:19:31,  1.88it/s]
Training 1/3 epoch (loss 0.2052):   2%|▏         | 327/16050 [07:09<2:19:31,  1.88it/s]
Training 1/3 epoch (loss 0.2052):   2%|▏         | 328/16050 [07:09<2:17:52,  1.90it/s]
Training 1/3 epoch (loss 4.6109):   2%|▏         | 328/16050 [07:09<2:17:52,  1.90it/s]
Training 1/3 epoch (loss 4.6109):   2%|▏         | 329/16050 [07:09<2:07:52,  2.05it/s]
Training 1/3 epoch (loss 0.6879):   2%|▏         | 329/16050 [07:12<2:07:52,  2.05it/s]
Training 1/3 epoch (loss 0.6879):   2%|▏         | 330/16050 [07:12<4:24:35,  1.01s/it]
Training 1/3 epoch (loss 0.1654):   2%|▏         | 330/16050 [07:12<4:24:35,  1.01s/it]
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Training 1/3 epoch (loss 0.0550):   2%|▏         | 331/16050 [07:12<3:45:08,  1.16it/s]
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Training 1/3 epoch (loss 0.8145):   2%|▏         | 332/16050 [07:13<3:05:03,  1.42it/s]
Training 1/3 epoch (loss 0.8145):   2%|▏         | 333/16050 [07:13<2:42:00,  1.62it/s]
Training 1/3 epoch (loss 0.7830):   2%|▏         | 333/16050 [07:13<2:42:00,  1.62it/s]
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Training 1/3 epoch (loss 0.2768):   2%|▏         | 334/16050 [07:14<2:41:02,  1.63it/s]
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Training 1/3 epoch (loss 1.0820):   2%|▏         | 335/16050 [07:15<2:43:37,  1.60it/s]
Training 1/3 epoch (loss 1.0820):   2%|▏         | 336/16050 [07:15<2:32:22,  1.72it/s]
Training 1/3 epoch (loss 0.8593):   2%|▏         | 336/16050 [07:15<2:32:22,  1.72it/s]
Training 1/3 epoch (loss 0.8593):   2%|▏         | 337/16050 [07:15<2:34:11,  1.70it/s]
Training 1/3 epoch (loss 0.1490):   2%|▏         | 337/16050 [07:16<2:34:11,  1.70it/s]
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Training 1/3 epoch (loss 0.1093):   2%|▏         | 338/16050 [07:16<2:44:21,  1.59it/s]
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Training 1/3 epoch (loss 0.1475):   2%|▏         | 339/16050 [07:17<2:35:46,  1.68it/s]
Training 1/3 epoch (loss 0.1475):   2%|▏         | 340/16050 [07:17<2:40:56,  1.63it/s]
Training 1/3 epoch (loss 0.0263):   2%|▏         | 340/16050 [07:18<2:40:56,  1.63it/s]
Training 1/3 epoch (loss 0.0263):   2%|▏         | 341/16050 [07:18<2:37:49,  1.66it/s]
Training 1/3 epoch (loss 0.6582):   2%|▏         | 341/16050 [07:18<2:37:49,  1.66it/s]
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Training 1/3 epoch (loss 1.6285):   2%|▏         | 342/16050 [07:19<2:33:45,  1.70it/s]
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Training 1/3 epoch (loss 0.4799):   2%|▏         | 343/16050 [07:19<2:21:00,  1.86it/s]
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Training 1/3 epoch (loss 0.4598):   2%|▏         | 344/16050 [07:21<2:11:46,  1.99it/s]
Training 1/3 epoch (loss 0.4598):   2%|▏         | 345/16050 [07:21<4:36:11,  1.06s/it]
Training 1/3 epoch (loss 0.3867):   2%|▏         | 345/16050 [07:23<4:36:11,  1.06s/it]
Training 1/3 epoch (loss 0.3867):   2%|▏         | 346/16050 [07:23<4:44:31,  1.09s/it]
Training 1/3 epoch (loss 0.2086):   2%|▏         | 346/16050 [07:23<4:44:31,  1.09s/it]
Training 1/3 epoch (loss 0.2086):   2%|▏         | 347/16050 [07:23<4:11:42,  1.04it/s]
Training 1/3 epoch (loss 0.2218):   2%|▏         | 347/16050 [07:24<4:11:42,  1.04it/s]
Training 1/3 epoch (loss 0.2218):   2%|▏         | 348/16050 [07:24<3:44:16,  1.17it/s]
Training 1/3 epoch (loss 0.0208):   2%|▏         | 348/16050 [07:24<3:44:16,  1.17it/s]
Training 1/3 epoch (loss 0.0208):   2%|▏         | 349/16050 [07:24<3:19:15,  1.31it/s]
Training 1/3 epoch (loss 0.1833):   2%|▏         | 349/16050 [07:25<3:19:15,  1.31it/s]
Training 1/3 epoch (loss 0.1833):   2%|▏         | 350/16050 [07:25<2:54:11,  1.50it/s]
Training 1/3 epoch (loss 0.5075):   2%|▏         | 350/16050 [07:25<2:54:11,  1.50it/s]
Training 1/3 epoch (loss 0.5075):   2%|▏         | 351/16050 [07:25<2:55:23,  1.49it/s]
Training 1/3 epoch (loss 0.0311):   2%|▏         | 351/16050 [07:26<2:55:23,  1.49it/s]
Training 1/3 epoch (loss 0.0311):   2%|▏         | 352/16050 [07:26<2:35:14,  1.69it/s]
Training 1/3 epoch (loss 0.8653):   2%|▏         | 352/16050 [07:26<2:35:14,  1.69it/s]
Training 1/3 epoch (loss 0.8653):   2%|▏         | 353/16050 [07:26<2:35:56,  1.68it/s]
Training 1/3 epoch (loss 0.3271):   2%|▏         | 353/16050 [07:27<2:35:56,  1.68it/s]
Training 1/3 epoch (loss 0.3271):   2%|▏         | 354/16050 [07:27<2:28:37,  1.76it/s]
Training 1/3 epoch (loss 0.2991):   2%|▏         | 354/16050 [07:28<2:28:37,  1.76it/s]
Training 1/3 epoch (loss 0.2991):   2%|▏         | 355/16050 [07:28<2:38:54,  1.65it/s]
Training 1/3 epoch (loss 0.1266):   2%|▏         | 355/16050 [07:28<2:38:54,  1.65it/s]
Training 1/3 epoch (loss 0.1266):   2%|▏         | 356/16050 [07:28<2:50:37,  1.53it/s]
Training 1/3 epoch (loss 0.0377):   2%|▏         | 356/16050 [07:29<2:50:37,  1.53it/s]
Training 1/3 epoch (loss 0.0377):   2%|▏         | 357/16050 [07:29<2:30:38,  1.74it/s]
Training 1/3 epoch (loss 0.7178):   2%|▏         | 357/16050 [07:29<2:30:38,  1.74it/s]
Training 1/3 epoch (loss 0.7178):   2%|▏         | 358/16050 [07:29<2:26:33,  1.78it/s]
Training 1/3 epoch (loss 0.4605):   2%|▏         | 358/16050 [07:30<2:26:33,  1.78it/s]
Training 1/3 epoch (loss 0.4605):   2%|▏         | 359/16050 [07:30<2:14:56,  1.94it/s]
Training 1/3 epoch (loss 0.0821):   2%|▏         | 359/16050 [07:30<2:14:56,  1.94it/s]
Training 1/3 epoch (loss 0.0821):   2%|▏         | 360/16050 [07:30<2:14:42,  1.94it/s]
Training 1/3 epoch (loss 0.2841):   2%|▏         | 360/16050 [07:31<2:14:42,  1.94it/s]
Training 1/3 epoch (loss 0.2841):   2%|▏         | 361/16050 [07:31<2:26:20,  1.79it/s]
Training 1/3 epoch (loss 0.1602):   2%|▏         | 361/16050 [07:31<2:26:20,  1.79it/s]
Training 1/3 epoch (loss 0.1602):   2%|▏         | 362/16050 [07:31<2:20:17,  1.86it/s]
Training 1/3 epoch (loss 0.1041):   2%|▏         | 362/16050 [07:32<2:20:17,  1.86it/s]
Training 1/3 epoch (loss 0.1041):   2%|▏         | 363/16050 [07:32<2:18:43,  1.88it/s]
Training 1/3 epoch (loss 1.5700):   2%|▏         | 363/16050 [07:32<2:18:43,  1.88it/s]
Training 1/3 epoch (loss 1.5700):   2%|▏         | 364/16050 [07:32<2:13:11,  1.96it/s]
Training 1/3 epoch (loss 0.1069):   2%|▏         | 364/16050 [07:33<2:13:11,  1.96it/s]
Training 1/3 epoch (loss 0.1069):   2%|▏         | 365/16050 [07:33<2:20:51,  1.86it/s]
Training 1/3 epoch (loss 0.4346):   2%|▏         | 365/16050 [07:34<2:20:51,  1.86it/s]
Training 1/3 epoch (loss 0.4346):   2%|▏         | 366/16050 [07:34<2:38:50,  1.65it/s]
Training 1/3 epoch (loss 1.4924):   2%|▏         | 366/16050 [07:34<2:38:50,  1.65it/s]
Training 1/3 epoch (loss 1.4924):   2%|▏         | 367/16050 [07:34<2:44:15,  1.59it/s]
Training 1/3 epoch (loss 0.1861):   2%|▏         | 367/16050 [07:35<2:44:15,  1.59it/s]
Training 1/3 epoch (loss 0.1861):   2%|▏         | 368/16050 [07:35<2:31:37,  1.72it/s]
Training 1/3 epoch (loss 0.3013):   2%|▏         | 368/16050 [07:37<2:31:37,  1.72it/s]
Training 1/3 epoch (loss 0.3013):   2%|▏         | 369/16050 [07:37<4:50:44,  1.11s/it]
Training 1/3 epoch (loss 0.1278):   2%|▏         | 369/16050 [07:38<4:50:44,  1.11s/it]
Training 1/3 epoch (loss 0.1278):   2%|▏         | 370/16050 [07:38<4:19:56,  1.01it/s]
Training 1/3 epoch (loss 1.3971):   2%|▏         | 370/16050 [07:38<4:19:56,  1.01it/s]
Training 1/3 epoch (loss 1.3971):   2%|▏         | 371/16050 [07:38<3:38:34,  1.20it/s]
Training 1/3 epoch (loss 0.0996):   2%|▏         | 371/16050 [07:39<3:38:34,  1.20it/s]
Training 1/3 epoch (loss 0.0996):   2%|▏         | 372/16050 [07:39<3:29:33,  1.25it/s]
Training 1/3 epoch (loss 0.0609):   2%|▏         | 372/16050 [07:40<3:29:33,  1.25it/s]
Training 1/3 epoch (loss 0.0609):   2%|▏         | 373/16050 [07:40<3:00:58,  1.44it/s]
Training 1/3 epoch (loss 0.3307):   2%|▏         | 373/16050 [07:40<3:00:58,  1.44it/s]
Training 1/3 epoch (loss 0.3307):   2%|▏         | 374/16050 [07:40<2:39:11,  1.64it/s]
Training 1/3 epoch (loss 0.7265):   2%|▏         | 374/16050 [07:40<2:39:11,  1.64it/s]
Training 1/3 epoch (loss 0.7265):   2%|▏         | 375/16050 [07:40<2:19:46,  1.87it/s]
Training 1/3 epoch (loss 0.2210):   2%|▏         | 375/16050 [07:41<2:19:46,  1.87it/s]
Training 1/3 epoch (loss 0.2210):   2%|▏         | 376/16050 [07:41<2:09:29,  2.02it/s]
Training 1/3 epoch (loss 0.8679):   2%|▏         | 376/16050 [07:41<2:09:29,  2.02it/s]
Training 1/3 epoch (loss 0.8679):   2%|▏         | 377/16050 [07:41<2:07:52,  2.04it/s]
Training 1/3 epoch (loss 0.9166):   2%|▏         | 377/16050 [07:42<2:07:52,  2.04it/s]
Training 1/3 epoch (loss 0.9166):   2%|▏         | 378/16050 [07:42<2:05:39,  2.08it/s]
Training 1/3 epoch (loss 0.2229):   2%|▏         | 378/16050 [07:42<2:05:39,  2.08it/s]
Training 1/3 epoch (loss 0.2229):   2%|▏         | 379/16050 [07:42<1:54:24,  2.28it/s]
Training 1/3 epoch (loss 0.0720):   2%|▏         | 379/16050 [07:43<1:54:24,  2.28it/s]
Training 1/3 epoch (loss 0.0720):   2%|▏         | 380/16050 [07:43<1:54:58,  2.27it/s]
Training 1/3 epoch (loss 0.1722):   2%|▏         | 380/16050 [07:43<1:54:58,  2.27it/s]
Training 1/3 epoch (loss 0.1722):   2%|▏         | 381/16050 [07:43<1:52:25,  2.32it/s]
Training 1/3 epoch (loss 0.0789):   2%|▏         | 381/16050 [07:43<1:52:25,  2.32it/s]
Training 1/3 epoch (loss 0.0789):   2%|▏         | 382/16050 [07:43<1:54:48,  2.27it/s]
Training 1/3 epoch (loss 0.0250):   2%|▏         | 382/16050 [07:44<1:54:48,  2.27it/s]
Training 1/3 epoch (loss 0.0250):   2%|▏         | 383/16050 [07:44<2:01:19,  2.15it/s]
Training 1/3 epoch (loss 0.1880):   2%|▏         | 383/16050 [07:45<2:01:19,  2.15it/s]
Training 1/3 epoch (loss 0.1880):   2%|▏         | 384/16050 [07:45<2:14:02,  1.95it/s]
Training 1/3 epoch (loss 0.5127):   2%|▏         | 384/16050 [07:45<2:14:02,  1.95it/s]
Training 1/3 epoch (loss 0.5127):   2%|▏         | 385/16050 [07:45<2:25:41,  1.79it/s]
Training 1/3 epoch (loss 0.0426):   2%|▏         | 385/16050 [07:46<2:25:41,  1.79it/s]
Training 1/3 epoch (loss 0.0426):   2%|▏         | 386/16050 [07:46<2:13:18,  1.96it/s]
Training 1/3 epoch (loss 0.2382):   2%|▏         | 386/16050 [07:46<2:13:18,  1.96it/s]
Training 1/3 epoch (loss 0.2382):   2%|▏         | 387/16050 [07:46<2:26:15,  1.78it/s]
Training 1/3 epoch (loss 0.0239):   2%|▏         | 387/16050 [07:47<2:26:15,  1.78it/s]
Training 1/3 epoch (loss 0.0239):   2%|▏         | 388/16050 [07:47<2:15:32,  1.93it/s]
Training 1/3 epoch (loss 0.1623):   2%|▏         | 388/16050 [07:47<2:15:32,  1.93it/s]
Training 1/3 epoch (loss 0.1623):   2%|▏         | 389/16050 [07:47<2:28:06,  1.76it/s]
Training 1/3 epoch (loss 1.1828):   2%|▏         | 389/16050 [07:48<2:28:06,  1.76it/s]
Training 1/3 epoch (loss 1.1828):   2%|▏         | 390/16050 [07:48<2:35:26,  1.68it/s]
Training 1/3 epoch (loss 0.4039):   2%|▏         | 390/16050 [07:48<2:35:26,  1.68it/s]
Training 1/3 epoch (loss 0.4039):   2%|▏         | 391/16050 [07:48<2:19:53,  1.87it/s]
Training 1/3 epoch (loss 0.1544):   2%|▏         | 391/16050 [07:49<2:19:53,  1.87it/s]
Training 1/3 epoch (loss 0.1544):   2%|▏         | 392/16050 [07:49<2:09:41,  2.01it/s]
Training 1/3 epoch (loss 0.0759):   2%|▏         | 392/16050 [07:49<2:09:41,  2.01it/s]
Training 1/3 epoch (loss 0.0759):   2%|▏         | 393/16050 [07:49<2:19:21,  1.87it/s]
Training 1/3 epoch (loss 0.0355):   2%|▏         | 393/16050 [07:50<2:19:21,  1.87it/s]
Training 1/3 epoch (loss 0.0355):   2%|▏         | 394/16050 [07:50<2:08:58,  2.02it/s]
Training 1/3 epoch (loss 0.6352):   2%|▏         | 394/16050 [07:50<2:08:58,  2.02it/s]
Training 1/3 epoch (loss 0.6352):   2%|▏         | 395/16050 [07:50<2:11:55,  1.98it/s]
Training 1/3 epoch (loss 0.3839):   2%|▏         | 395/16050 [07:51<2:11:55,  1.98it/s]
Training 1/3 epoch (loss 0.3839):   2%|▏         | 396/16050 [07:51<2:38:19,  1.65it/s]
Training 1/3 epoch (loss 0.5332):   2%|▏         | 396/16050 [07:54<2:38:19,  1.65it/s]
Training 1/3 epoch (loss 0.5332):   2%|▏         | 397/16050 [07:54<4:55:11,  1.13s/it]
Training 1/3 epoch (loss 0.3173):   2%|▏         | 397/16050 [07:54<4:55:11,  1.13s/it]
Training 1/3 epoch (loss 0.3173):   2%|▏         | 398/16050 [07:54<4:09:38,  1.04it/s]
Training 1/3 epoch (loss 0.6605):   2%|▏         | 398/16050 [07:55<4:09:38,  1.04it/s]
Training 1/3 epoch (loss 0.6605):   2%|▏         | 399/16050 [07:55<3:28:48,  1.25it/s]
Training 1/3 epoch (loss 1.1436):   2%|▏         | 399/16050 [07:55<3:28:48,  1.25it/s]
Training 1/3 epoch (loss 1.1436):   2%|▏         | 400/16050 [07:55<3:05:42,  1.40it/s]
Training 1/3 epoch (loss 0.2082):   2%|▏         | 400/16050 [07:56<3:05:42,  1.40it/s]
Training 1/3 epoch (loss 0.2082):   2%|▏         | 401/16050 [07:56<2:51:09,  1.52it/s]
Training 1/3 epoch (loss 0.4843):   2%|▏         | 401/16050 [07:56<2:51:09,  1.52it/s]
Training 1/3 epoch (loss 0.4843):   3%|▎         | 402/16050 [07:56<2:40:41,  1.62it/s]
Training 1/3 epoch (loss 0.1378):   3%|▎         | 402/16050 [07:57<2:40:41,  1.62it/s]
Training 1/3 epoch (loss 0.1378):   3%|▎         | 403/16050 [07:57<2:29:42,  1.74it/s]
Training 1/3 epoch (loss 0.4241):   3%|▎         | 403/16050 [07:57<2:29:42,  1.74it/s]
Training 1/3 epoch (loss 0.4241):   3%|▎         | 404/16050 [07:57<2:26:00,  1.79it/s]
Training 1/3 epoch (loss 0.5049):   3%|▎         | 404/16050 [07:58<2:26:00,  1.79it/s]
Training 1/3 epoch (loss 0.5049):   3%|▎         | 405/16050 [07:58<2:34:28,  1.69it/s]
Training 1/3 epoch (loss 0.0901):   3%|▎         | 405/16050 [07:59<2:34:28,  1.69it/s]
Training 1/3 epoch (loss 0.0901):   3%|▎         | 406/16050 [07:59<2:47:22,  1.56it/s]
Training 1/3 epoch (loss 0.0457):   3%|▎         | 406/16050 [07:59<2:47:22,  1.56it/s]
Training 1/3 epoch (loss 0.0457):   3%|▎         | 407/16050 [07:59<2:47:54,  1.55it/s]
Training 1/3 epoch (loss 0.0630):   3%|▎         | 407/16050 [08:00<2:47:54,  1.55it/s]
Training 1/3 epoch (loss 0.0630):   3%|▎         | 408/16050 [08:00<2:42:26,  1.60it/s]
Training 1/3 epoch (loss 0.3525):   3%|▎         | 408/16050 [08:00<2:42:26,  1.60it/s]
Training 1/3 epoch (loss 0.3525):   3%|▎         | 409/16050 [08:00<2:29:56,  1.74it/s]
Training 1/3 epoch (loss 0.4837):   3%|▎         | 409/16050 [08:01<2:29:56,  1.74it/s]
Training 1/3 epoch (loss 0.4837):   3%|▎         | 410/16050 [08:01<2:33:25,  1.70it/s]
Training 1/3 epoch (loss 0.4844):   3%|▎         | 410/16050 [08:01<2:33:25,  1.70it/s]
Training 1/3 epoch (loss 0.4844):   3%|▎         | 411/16050 [08:01<2:18:33,  1.88it/s]
Training 1/3 epoch (loss 0.0420):   3%|▎         | 411/16050 [08:02<2:18:33,  1.88it/s]
Training 1/3 epoch (loss 0.0420):   3%|▎         | 412/16050 [08:02<2:16:43,  1.91it/s]
Training 1/3 epoch (loss 0.0417):   3%|▎         | 412/16050 [08:02<2:16:43,  1.91it/s]
Training 1/3 epoch (loss 0.0417):   3%|▎         | 413/16050 [08:02<2:23:56,  1.81it/s]
Training 1/3 epoch (loss 0.0613):   3%|▎         | 413/16050 [08:03<2:23:56,  1.81it/s]
Training 1/3 epoch (loss 0.0613):   3%|▎         | 414/16050 [08:03<2:08:58,  2.02it/s]
Training 1/3 epoch (loss 0.2572):   3%|▎         | 414/16050 [08:03<2:08:58,  2.02it/s]
Training 1/3 epoch (loss 0.2572):   3%|▎         | 415/16050 [08:03<2:18:04,  1.89it/s]
Training 1/3 epoch (loss 0.3193):   3%|▎         | 415/16050 [08:04<2:18:04,  1.89it/s]
Training 1/3 epoch (loss 0.3193):   3%|▎         | 416/16050 [08:04<2:29:04,  1.75it/s]
Training 1/3 epoch (loss 0.2208):   3%|▎         | 416/16050 [08:05<2:29:04,  1.75it/s]
Training 1/3 epoch (loss 0.2208):   3%|▎         | 417/16050 [08:05<2:41:22,  1.61it/s]
Training 1/3 epoch (loss 0.5136):   3%|▎         | 417/16050 [08:05<2:41:22,  1.61it/s]
Training 1/3 epoch (loss 0.5136):   3%|▎         | 418/16050 [08:05<2:34:46,  1.68it/s]
Training 1/3 epoch (loss 1.0377):   3%|▎         | 418/16050 [08:08<2:34:46,  1.68it/s]
Training 1/3 epoch (loss 1.0377):   3%|▎         | 419/16050 [08:08<4:51:22,  1.12s/it]
Training 1/3 epoch (loss 0.0137):   3%|▎         | 419/16050 [08:08<4:51:22,  1.12s/it]
Training 1/3 epoch (loss 0.0137):   3%|▎         | 420/16050 [08:08<4:18:01,  1.01it/s]
Training 1/3 epoch (loss 0.0948):   3%|▎         | 420/16050 [08:09<4:18:01,  1.01it/s]
Training 1/3 epoch (loss 0.0948):   3%|▎         | 421/16050 [08:09<3:34:33,  1.21it/s]
Training 1/3 epoch (loss 0.0211):   3%|▎         | 421/16050 [08:09<3:34:33,  1.21it/s]
Training 1/3 epoch (loss 0.0211):   3%|▎         | 422/16050 [08:09<3:07:15,  1.39it/s]
Training 1/3 epoch (loss 0.1682):   3%|▎         | 422/16050 [08:10<3:07:15,  1.39it/s]
Training 1/3 epoch (loss 0.1682):   3%|▎         | 423/16050 [08:10<2:48:37,  1.54it/s]
Training 1/3 epoch (loss 0.1060):   3%|▎         | 423/16050 [08:11<2:48:37,  1.54it/s]
Training 1/3 epoch (loss 0.1060):   3%|▎         | 424/16050 [08:11<3:02:00,  1.43it/s]
Training 1/3 epoch (loss 0.0717):   3%|▎         | 424/16050 [08:11<3:02:00,  1.43it/s]
Training 1/3 epoch (loss 0.0717):   3%|▎         | 425/16050 [08:11<3:10:52,  1.36it/s]
Training 1/3 epoch (loss 0.0680):   3%|▎         | 425/16050 [08:12<3:10:52,  1.36it/s]
Training 1/3 epoch (loss 0.0680):   3%|▎         | 426/16050 [08:12<2:48:00,  1.55it/s]
Training 1/3 epoch (loss 0.1294):   3%|▎         | 426/16050 [08:12<2:48:00,  1.55it/s]
Training 1/3 epoch (loss 0.1294):   3%|▎         | 427/16050 [08:12<2:35:28,  1.67it/s]
Training 1/3 epoch (loss 0.4415):   3%|▎         | 427/16050 [08:13<2:35:28,  1.67it/s]
Training 1/3 epoch (loss 0.4415):   3%|▎         | 428/16050 [08:13<2:39:16,  1.63it/s]
Training 1/3 epoch (loss 0.0337):   3%|▎         | 428/16050 [08:14<2:39:16,  1.63it/s]
Training 1/3 epoch (loss 0.0337):   3%|▎         | 429/16050 [08:14<2:43:55,  1.59it/s]
Training 1/3 epoch (loss 0.0389):   3%|▎         | 429/16050 [08:14<2:43:55,  1.59it/s]
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Training 1/3 epoch (loss 0.1531):   3%|▎         | 430/16050 [08:15<2:44:09,  1.59it/s]
Training 1/3 epoch (loss 0.1531):   3%|▎         | 431/16050 [08:15<2:29:34,  1.74it/s]
Training 1/3 epoch (loss 0.0937):   3%|▎         | 431/16050 [08:15<2:29:34,  1.74it/s]
Training 1/3 epoch (loss 0.0937):   3%|▎         | 432/16050 [08:15<2:17:44,  1.89it/s]
Training 1/3 epoch (loss 0.1749):   3%|▎         | 432/16050 [08:16<2:17:44,  1.89it/s]
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Training 1/3 epoch (loss 0.0649):   3%|▎         | 433/16050 [08:16<2:39:18,  1.63it/s]
Training 1/3 epoch (loss 0.0649):   3%|▎         | 434/16050 [08:16<2:25:33,  1.79it/s]
Training 1/3 epoch (loss 0.3204):   3%|▎         | 434/16050 [08:17<2:25:33,  1.79it/s]
Training 1/3 epoch (loss 0.3204):   3%|▎         | 435/16050 [08:17<2:17:39,  1.89it/s]
Training 1/3 epoch (loss 0.7235):   3%|▎         | 435/16050 [08:18<2:17:39,  1.89it/s]
Training 1/3 epoch (loss 0.7235):   3%|▎         | 436/16050 [08:18<2:37:24,  1.65it/s]
Training 1/3 epoch (loss 0.3297):   3%|▎         | 436/16050 [08:20<2:37:24,  1.65it/s]
Training 1/3 epoch (loss 0.3297):   3%|▎         | 437/16050 [08:20<4:54:00,  1.13s/it]
Training 1/3 epoch (loss 0.1135):   3%|▎         | 437/16050 [08:21<4:54:00,  1.13s/it]
Training 1/3 epoch (loss 0.1135):   3%|▎         | 438/16050 [08:21<4:19:49,  1.00it/s]
Training 1/3 epoch (loss 0.6560):   3%|▎         | 438/16050 [08:21<4:19:49,  1.00it/s]
Training 1/3 epoch (loss 0.6560):   3%|▎         | 439/16050 [08:21<3:32:19,  1.23it/s]
Training 1/3 epoch (loss 0.5234):   3%|▎         | 439/16050 [08:21<3:32:19,  1.23it/s]
Training 1/3 epoch (loss 0.5234):   3%|▎         | 440/16050 [08:21<2:59:50,  1.45it/s]
Training 1/3 epoch (loss 1.2164):   3%|▎         | 440/16050 [08:22<2:59:50,  1.45it/s]
Training 1/3 epoch (loss 1.2164):   3%|▎         | 441/16050 [08:22<2:36:53,  1.66it/s]
Training 1/3 epoch (loss 0.3164):   3%|▎         | 441/16050 [08:24<2:36:53,  1.66it/s]
Training 1/3 epoch (loss 0.3164):   3%|▎         | 442/16050 [08:24<4:52:58,  1.13s/it]
Training 1/3 epoch (loss 0.0964):   3%|▎         | 442/16050 [08:25<4:52:58,  1.13s/it]
Training 1/3 epoch (loss 0.0964):   3%|▎         | 443/16050 [08:25<4:06:45,  1.05it/s]
Training 1/3 epoch (loss 0.0467):   3%|▎         | 443/16050 [08:25<4:06:45,  1.05it/s]
Training 1/3 epoch (loss 0.0467):   3%|▎         | 444/16050 [08:25<3:32:39,  1.22it/s]
Training 1/3 epoch (loss 0.1199):   3%|▎         | 444/16050 [08:26<3:32:39,  1.22it/s]
Training 1/3 epoch (loss 0.1199):   3%|▎         | 445/16050 [08:26<3:17:09,  1.32it/s]
Training 1/3 epoch (loss 0.5001):   3%|▎         | 445/16050 [08:26<3:17:09,  1.32it/s]
Training 1/3 epoch (loss 0.5001):   3%|▎         | 446/16050 [08:26<2:46:54,  1.56it/s]
Training 1/3 epoch (loss 0.0619):   3%|▎         | 446/16050 [08:27<2:46:54,  1.56it/s]
Training 1/3 epoch (loss 0.0619):   3%|▎         | 447/16050 [08:27<2:42:22,  1.60it/s]
Training 1/3 epoch (loss 0.9674):   3%|▎         | 447/16050 [08:27<2:42:22,  1.60it/s]
Training 1/3 epoch (loss 0.9674):   3%|▎         | 448/16050 [08:27<2:22:20,  1.83it/s]
Training 1/3 epoch (loss 0.5988):   3%|▎         | 448/16050 [08:28<2:22:20,  1.83it/s]
Training 1/3 epoch (loss 0.5988):   3%|▎         | 449/16050 [08:28<2:18:37,  1.88it/s]
Training 1/3 epoch (loss 0.0353):   3%|▎         | 449/16050 [08:28<2:18:37,  1.88it/s]
Training 1/3 epoch (loss 0.0353):   3%|▎         | 450/16050 [08:28<2:09:06,  2.01it/s]
Training 1/3 epoch (loss 0.1762):   3%|▎         | 450/16050 [08:28<2:09:06,  2.01it/s]
Training 1/3 epoch (loss 0.1762):   3%|▎         | 451/16050 [08:28<2:01:57,  2.13it/s]
Training 1/3 epoch (loss 1.2508):   3%|▎         | 451/16050 [08:29<2:01:57,  2.13it/s]
Training 1/3 epoch (loss 1.2508):   3%|▎         | 452/16050 [08:29<2:14:33,  1.93it/s]
Training 1/3 epoch (loss 0.0679):   3%|▎         | 452/16050 [08:30<2:14:33,  1.93it/s]
Training 1/3 epoch (loss 0.0679):   3%|▎         | 453/16050 [08:30<2:19:18,  1.87it/s]
Training 1/3 epoch (loss 0.6617):   3%|▎         | 453/16050 [08:30<2:19:18,  1.87it/s]
Training 1/3 epoch (loss 0.6617):   3%|▎         | 454/16050 [08:30<2:13:15,  1.95it/s]
Training 1/3 epoch (loss 0.0187):   3%|▎         | 454/16050 [08:31<2:13:15,  1.95it/s]
Training 1/3 epoch (loss 0.0187):   3%|▎         | 455/16050 [08:31<2:10:06,  2.00it/s]
Training 1/3 epoch (loss 0.1169):   3%|▎         | 455/16050 [08:31<2:10:06,  2.00it/s]
Training 1/3 epoch (loss 0.1169):   3%|▎         | 456/16050 [08:31<2:19:37,  1.86it/s]
Training 1/3 epoch (loss 0.1710):   3%|▎         | 456/16050 [08:32<2:19:37,  1.86it/s]
Training 1/3 epoch (loss 0.1710):   3%|▎         | 457/16050 [08:32<2:44:30,  1.58it/s]
Training 1/3 epoch (loss 0.6799):   3%|▎         | 457/16050 [08:33<2:44:30,  1.58it/s]
Training 1/3 epoch (loss 0.6799):   3%|▎         | 458/16050 [08:33<2:26:26,  1.77it/s]
Training 1/3 epoch (loss 0.6136):   3%|▎         | 458/16050 [08:33<2:26:26,  1.77it/s]
Training 1/3 epoch (loss 0.6136):   3%|▎         | 459/16050 [08:33<2:19:03,  1.87it/s]
Training 1/3 epoch (loss 0.1703):   3%|▎         | 459/16050 [08:34<2:19:03,  1.87it/s]
Training 1/3 epoch (loss 0.1703):   3%|▎         | 460/16050 [08:34<2:22:44,  1.82it/s]
Training 1/3 epoch (loss 0.0460):   3%|▎         | 460/16050 [08:34<2:22:44,  1.82it/s]
Training 1/3 epoch (loss 0.0460):   3%|▎         | 461/16050 [08:34<2:26:00,  1.78it/s]
Training 1/3 epoch (loss 0.4312):   3%|▎         | 461/16050 [08:36<2:26:00,  1.78it/s]
Training 1/3 epoch (loss 0.4312):   3%|▎         | 462/16050 [08:36<4:44:59,  1.10s/it]
Training 1/3 epoch (loss 0.8975):   3%|▎         | 462/16050 [08:37<4:44:59,  1.10s/it]
Training 1/3 epoch (loss 0.8975):   3%|▎         | 463/16050 [08:37<3:47:42,  1.14it/s]
Training 1/3 epoch (loss 0.1867):   3%|▎         | 463/16050 [08:38<3:47:42,  1.14it/s]
Training 1/3 epoch (loss 0.1867):   3%|▎         | 464/16050 [08:38<3:36:20,  1.20it/s]
Training 1/3 epoch (loss 0.3147):   3%|▎         | 464/16050 [08:38<3:36:20,  1.20it/s]
Training 1/3 epoch (loss 0.3147):   3%|▎         | 465/16050 [08:38<3:35:38,  1.20it/s]
Training 1/3 epoch (loss 0.1214):   3%|▎         | 465/16050 [08:39<3:35:38,  1.20it/s]
Training 1/3 epoch (loss 0.1214):   3%|▎         | 466/16050 [08:39<3:45:44,  1.15it/s]
Training 1/3 epoch (loss 0.0918):   3%|▎         | 466/16050 [08:40<3:45:44,  1.15it/s]
Training 1/3 epoch (loss 0.0918):   3%|▎         | 467/16050 [08:40<3:06:07,  1.40it/s]
Training 1/3 epoch (loss 0.5664):   3%|▎         | 467/16050 [08:40<3:06:07,  1.40it/s]
Training 1/3 epoch (loss 0.5664):   3%|▎         | 468/16050 [08:40<2:51:20,  1.52it/s]
Training 1/3 epoch (loss 0.0875):   3%|▎         | 468/16050 [08:41<2:51:20,  1.52it/s]
Training 1/3 epoch (loss 0.0875):   3%|▎         | 469/16050 [08:41<2:47:22,  1.55it/s]
Training 1/3 epoch (loss 0.0135):   3%|▎         | 469/16050 [08:41<2:47:22,  1.55it/s]
Training 1/3 epoch (loss 0.0135):   3%|▎         | 470/16050 [08:41<2:42:58,  1.59it/s]
Training 1/3 epoch (loss 0.6414):   3%|▎         | 470/16050 [08:42<2:42:58,  1.59it/s]
Training 1/3 epoch (loss 0.6414):   3%|▎         | 471/16050 [08:42<2:48:34,  1.54it/s]
Training 1/3 epoch (loss 0.0668):   3%|▎         | 471/16050 [08:43<2:48:34,  1.54it/s]
Training 1/3 epoch (loss 0.0668):   3%|▎         | 472/16050 [08:43<2:39:00,  1.63it/s]
Training 1/3 epoch (loss 0.6828):   3%|▎         | 472/16050 [08:43<2:39:00,  1.63it/s]
Training 1/3 epoch (loss 0.6828):   3%|▎         | 473/16050 [08:43<2:27:32,  1.76it/s]
Training 1/3 epoch (loss 0.8973):   3%|▎         | 473/16050 [08:44<2:27:32,  1.76it/s]
Training 1/3 epoch (loss 0.8973):   3%|▎         | 474/16050 [08:44<2:46:23,  1.56it/s]
Training 1/3 epoch (loss 0.0201):   3%|▎         | 474/16050 [08:44<2:46:23,  1.56it/s]
Training 1/3 epoch (loss 0.0201):   3%|▎         | 475/16050 [08:44<2:32:54,  1.70it/s]
Training 1/3 epoch (loss 0.0077):   3%|▎         | 475/16050 [08:45<2:32:54,  1.70it/s]
Training 1/3 epoch (loss 0.0077):   3%|▎         | 476/16050 [08:45<2:21:51,  1.83it/s]
Training 1/3 epoch (loss 0.0206):   3%|▎         | 476/16050 [08:45<2:21:51,  1.83it/s]
Training 1/3 epoch (loss 0.0206):   3%|▎         | 477/16050 [08:45<2:11:34,  1.97it/s]
Training 1/3 epoch (loss 0.0160):   3%|▎         | 477/16050 [08:46<2:11:34,  1.97it/s]
Training 1/3 epoch (loss 0.0160):   3%|▎         | 478/16050 [08:46<2:03:53,  2.09it/s]
Training 1/3 epoch (loss 0.5684):   3%|▎         | 478/16050 [08:46<2:03:53,  2.09it/s]
Training 1/3 epoch (loss 0.5684):   3%|▎         | 479/16050 [08:46<2:01:46,  2.13it/s]
Training 1/3 epoch (loss 0.2039):   3%|▎         | 479/16050 [08:47<2:01:46,  2.13it/s]
Training 1/3 epoch (loss 0.2039):   3%|▎         | 480/16050 [08:47<2:03:50,  2.10it/s]
Training 1/3 epoch (loss 0.1502):   3%|▎         | 480/16050 [08:47<2:03:50,  2.10it/s]
Training 1/3 epoch (loss 0.1502):   3%|▎         | 481/16050 [08:47<2:18:12,  1.88it/s]
Training 1/3 epoch (loss 0.1171):   3%|▎         | 481/16050 [08:48<2:18:12,  1.88it/s]
Training 1/3 epoch (loss 0.1171):   3%|▎         | 482/16050 [08:48<2:40:47,  1.61it/s]
Training 1/3 epoch (loss 0.1255):   3%|▎         | 482/16050 [08:49<2:40:47,  1.61it/s]
Training 1/3 epoch (loss 0.1255):   3%|▎         | 483/16050 [08:49<2:34:31,  1.68it/s]
Training 1/3 epoch (loss 0.5468):   3%|▎         | 483/16050 [08:51<2:34:31,  1.68it/s]
Training 1/3 epoch (loss 0.5468):   3%|▎         | 484/16050 [08:51<4:50:40,  1.12s/it]
Training 1/3 epoch (loss 0.5734):   3%|▎         | 484/16050 [08:52<4:50:40,  1.12s/it]
Training 1/3 epoch (loss 0.5734):   3%|▎         | 485/16050 [08:52<4:05:09,  1.06it/s]
Training 1/3 epoch (loss 0.2450):   3%|▎         | 485/16050 [08:52<4:05:09,  1.06it/s]
Training 1/3 epoch (loss 0.2450):   3%|▎         | 486/16050 [08:52<3:20:07,  1.30it/s]
Training 1/3 epoch (loss 0.6261):   3%|▎         | 486/16050 [08:53<3:20:07,  1.30it/s]
Training 1/3 epoch (loss 0.6261):   3%|▎         | 487/16050 [08:53<3:23:51,  1.27it/s]
Training 1/3 epoch (loss 0.1813):   3%|▎         | 487/16050 [08:53<3:23:51,  1.27it/s]
Training 1/3 epoch (loss 0.1813):   3%|▎         | 488/16050 [08:53<2:47:43,  1.55it/s]
Training 1/3 epoch (loss 0.0835):   3%|▎         | 488/16050 [08:54<2:47:43,  1.55it/s]
Training 1/3 epoch (loss 0.0835):   3%|▎         | 489/16050 [08:54<2:52:39,  1.50it/s]
Training 1/3 epoch (loss 0.0737):   3%|▎         | 489/16050 [08:54<2:52:39,  1.50it/s]
Training 1/3 epoch (loss 0.0737):   3%|▎         | 490/16050 [08:54<2:35:08,  1.67it/s]
Training 1/3 epoch (loss 0.1300):   3%|▎         | 490/16050 [08:55<2:35:08,  1.67it/s]
Training 1/3 epoch (loss 0.1300):   3%|▎         | 491/16050 [08:55<2:51:42,  1.51it/s]
Training 1/3 epoch (loss 0.0657):   3%|▎         | 491/16050 [08:55<2:51:42,  1.51it/s]
Training 1/3 epoch (loss 0.0657):   3%|▎         | 492/16050 [08:55<2:33:35,  1.69it/s]
Training 1/3 epoch (loss 0.0207):   3%|▎         | 492/16050 [08:56<2:33:35,  1.69it/s]
Training 1/3 epoch (loss 0.0207):   3%|▎         | 493/16050 [08:56<2:19:07,  1.86it/s]
Training 1/3 epoch (loss 0.2212):   3%|▎         | 493/16050 [08:56<2:19:07,  1.86it/s]
Training 1/3 epoch (loss 0.2212):   3%|▎         | 494/16050 [08:56<2:08:03,  2.02it/s]
Training 1/3 epoch (loss 0.6864):   3%|▎         | 494/16050 [08:57<2:08:03,  2.02it/s]
Training 1/3 epoch (loss 0.6864):   3%|▎         | 495/16050 [08:57<1:55:40,  2.24it/s]
Training 1/3 epoch (loss 0.0141):   3%|▎         | 495/16050 [08:57<1:55:40,  2.24it/s]
Training 1/3 epoch (loss 0.0141):   3%|▎         | 496/16050 [08:57<1:56:01,  2.23it/s]
Training 1/3 epoch (loss 0.0072):   3%|▎         | 496/16050 [08:57<1:56:01,  2.23it/s]
Training 1/3 epoch (loss 0.0072):   3%|▎         | 497/16050 [08:57<1:55:51,  2.24it/s]
Training 1/3 epoch (loss 0.0938):   3%|▎         | 497/16050 [08:58<1:55:51,  2.24it/s]
Training 1/3 epoch (loss 0.0938):   3%|▎         | 498/16050 [08:58<2:00:20,  2.15it/s]
Training 1/3 epoch (loss 1.1231):   3%|▎         | 498/16050 [08:59<2:00:20,  2.15it/s]
Training 1/3 epoch (loss 1.1231):   3%|▎         | 499/16050 [08:59<2:05:43,  2.06it/s]
Training 1/3 epoch (loss 0.5087):   3%|▎         | 499/16050 [08:59<2:05:43,  2.06it/s]
Training 1/3 epoch (loss 0.5087):   3%|▎         | 500/16050 [08:59<2:03:53,  2.09it/s]
Training 1/3 epoch (loss 0.1284):   3%|▎         | 500/16050 [09:00<2:03:53,  2.09it/s]
Training 1/3 epoch (loss 0.1284):   3%|▎         | 501/16050 [09:00<2:17:50,  1.88it/s]
Training 1/3 epoch (loss 0.1505):   3%|▎         | 501/16050 [09:00<2:17:50,  1.88it/s]
Training 1/3 epoch (loss 0.1505):   3%|▎         | 502/16050 [09:00<2:07:16,  2.04it/s]
Training 1/3 epoch (loss 0.0199):   3%|▎         | 502/16050 [09:01<2:07:16,  2.04it/s]
Training 1/3 epoch (loss 0.0199):   3%|▎         | 503/16050 [09:01<2:19:20,  1.86it/s]
Training 1/3 epoch (loss 0.2118):   3%|▎         | 503/16050 [09:01<2:19:20,  1.86it/s]
Training 1/3 epoch (loss 0.2118):   3%|▎         | 504/16050 [09:01<2:19:22,  1.86it/s]
Training 1/3 epoch (loss 0.0792):   3%|▎         | 504/16050 [09:02<2:19:22,  1.86it/s]
Training 1/3 epoch (loss 0.0792):   3%|▎         | 505/16050 [09:02<2:26:25,  1.77it/s]
Training 1/3 epoch (loss 0.6795):   3%|▎         | 505/16050 [09:03<2:26:25,  1.77it/s]
Training 1/3 epoch (loss 0.6795):   3%|▎         | 506/16050 [09:03<2:33:50,  1.68it/s]
Training 1/3 epoch (loss 0.0641):   3%|▎         | 506/16050 [09:03<2:33:50,  1.68it/s]
Training 1/3 epoch (loss 0.0641):   3%|▎         | 507/16050 [09:03<2:29:04,  1.74it/s]
Training 1/3 epoch (loss 0.0446):   3%|▎         | 507/16050 [09:03<2:29:04,  1.74it/s]
Training 1/3 epoch (loss 0.0446):   3%|▎         | 508/16050 [09:03<2:14:12,  1.93it/s]
Training 1/3 epoch (loss 0.0047):   3%|▎         | 508/16050 [09:04<2:14:12,  1.93it/s]
Training 1/3 epoch (loss 0.0047):   3%|▎         | 509/16050 [09:04<2:01:16,  2.14it/s]
Training 1/3 epoch (loss 0.0259):   3%|▎         | 509/16050 [09:04<2:01:16,  2.14it/s]
Training 1/3 epoch (loss 0.0259):   3%|▎         | 510/16050 [09:04<2:05:41,  2.06it/s]
Training 1/3 epoch (loss 0.1520):   3%|▎         | 510/16050 [09:05<2:05:41,  2.06it/s]
Training 1/3 epoch (loss 0.1520):   3%|▎         | 511/16050 [09:05<2:08:20,  2.02it/s]
Training 1/3 epoch (loss 0.3928):   3%|▎         | 511/16050 [09:07<2:08:20,  2.02it/s]
Training 1/3 epoch (loss 0.3928):   3%|▎         | 512/16050 [09:07<4:32:50,  1.05s/it]
Training 1/3 epoch (loss 0.0343):   3%|▎         | 512/16050 [09:08<4:32:50,  1.05s/it]
Training 1/3 epoch (loss 0.0343):   3%|▎         | 513/16050 [09:08<3:38:07,  1.19it/s]
Training 1/3 epoch (loss 1.1810):   3%|▎         | 513/16050 [09:10<3:38:07,  1.19it/s]
Training 1/3 epoch (loss 1.1810):   3%|▎         | 514/16050 [09:10<5:26:04,  1.26s/it]
Training 1/3 epoch (loss 0.2190):   3%|▎         | 514/16050 [09:10<5:26:04,  1.26s/it]
Training 1/3 epoch (loss 0.2190):   3%|▎         | 515/16050 [09:10<4:31:07,  1.05s/it]
Training 1/3 epoch (loss 0.3129):   3%|▎         | 515/16050 [09:11<4:31:07,  1.05s/it]
Training 1/3 epoch (loss 0.3129):   3%|▎         | 516/16050 [09:11<3:45:00,  1.15it/s]
Training 1/3 epoch (loss 0.1091):   3%|▎         | 516/16050 [09:11<3:45:00,  1.15it/s]
Training 1/3 epoch (loss 0.1091):   3%|▎         | 517/16050 [09:11<3:31:15,  1.23it/s]
Training 1/3 epoch (loss 0.0122):   3%|▎         | 517/16050 [09:12<3:31:15,  1.23it/s]
Training 1/3 epoch (loss 0.0122):   3%|▎         | 518/16050 [09:12<3:05:20,  1.40it/s]
Training 1/3 epoch (loss 0.7719):   3%|▎         | 518/16050 [09:13<3:05:20,  1.40it/s]
Training 1/3 epoch (loss 0.7719):   3%|▎         | 519/16050 [09:13<2:58:35,  1.45it/s]
Training 1/3 epoch (loss 0.0732):   3%|▎         | 519/16050 [09:13<2:58:35,  1.45it/s]
Training 1/3 epoch (loss 0.0732):   3%|▎         | 520/16050 [09:13<2:52:17,  1.50it/s]
Training 1/3 epoch (loss 0.4764):   3%|▎         | 520/16050 [09:14<2:52:17,  1.50it/s]
Training 1/3 epoch (loss 0.4764):   3%|▎         | 521/16050 [09:14<2:32:34,  1.70it/s]
Training 1/3 epoch (loss 0.0655):   3%|▎         | 521/16050 [09:14<2:32:34,  1.70it/s]
Training 1/3 epoch (loss 0.0655):   3%|▎         | 522/16050 [09:14<2:31:57,  1.70it/s]
Training 1/3 epoch (loss 0.1663):   3%|▎         | 522/16050 [09:15<2:31:57,  1.70it/s]
Training 1/3 epoch (loss 0.1663):   3%|▎         | 523/16050 [09:15<2:21:24,  1.83it/s]
Training 1/3 epoch (loss 0.0189):   3%|▎         | 523/16050 [09:15<2:21:24,  1.83it/s]
Training 1/3 epoch (loss 0.0189):   3%|▎         | 524/16050 [09:15<2:33:36,  1.68it/s]
Training 1/3 epoch (loss 0.6469):   3%|▎         | 524/16050 [09:16<2:33:36,  1.68it/s]
Training 1/3 epoch (loss 0.6469):   3%|▎         | 525/16050 [09:16<2:37:59,  1.64it/s]
Training 1/3 epoch (loss 0.1098):   3%|▎         | 525/16050 [09:17<2:37:59,  1.64it/s]
Training 1/3 epoch (loss 0.1098):   3%|▎         | 526/16050 [09:17<2:34:03,  1.68it/s]
Training 1/3 epoch (loss 0.0061):   3%|▎         | 526/16050 [09:17<2:34:03,  1.68it/s]
Training 1/3 epoch (loss 0.0061):   3%|▎         | 527/16050 [09:17<2:18:46,  1.86it/s]
Training 1/3 epoch (loss 0.0382):   3%|▎         | 527/16050 [09:18<2:18:46,  1.86it/s]
Training 1/3 epoch (loss 0.0382):   3%|▎         | 528/16050 [09:18<2:23:51,  1.80it/s]
Training 1/3 epoch (loss 0.6504):   3%|▎         | 528/16050 [09:18<2:23:51,  1.80it/s]
Training 1/3 epoch (loss 0.6504):   3%|▎         | 529/16050 [09:18<2:31:55,  1.70it/s]
Training 1/3 epoch (loss 0.0436):   3%|▎         | 529/16050 [09:19<2:31:55,  1.70it/s]
Training 1/3 epoch (loss 0.0436):   3%|▎         | 530/16050 [09:19<2:22:41,  1.81it/s]
Training 1/3 epoch (loss 0.8922):   3%|▎         | 530/16050 [09:19<2:22:41,  1.81it/s]
Training 1/3 epoch (loss 0.8922):   3%|▎         | 531/16050 [09:19<2:11:32,  1.97it/s]
Training 1/3 epoch (loss 0.0531):   3%|▎         | 531/16050 [09:20<2:11:32,  1.97it/s]
Training 1/3 epoch (loss 0.0531):   3%|▎         | 532/16050 [09:20<2:49:00,  1.53it/s]
Training 1/3 epoch (loss 1.0411):   3%|▎         | 532/16050 [09:20<2:49:00,  1.53it/s]
Training 1/3 epoch (loss 1.0411):   3%|▎         | 533/16050 [09:20<2:26:06,  1.77it/s]
Training 1/3 epoch (loss 0.0191):   3%|▎         | 533/16050 [09:21<2:26:06,  1.77it/s]
Training 1/3 epoch (loss 0.0191):   3%|▎         | 534/16050 [09:21<2:34:28,  1.67it/s]
Training 1/3 epoch (loss 0.5375):   3%|▎         | 534/16050 [09:22<2:34:28,  1.67it/s]
Training 1/3 epoch (loss 0.5375):   3%|▎         | 535/16050 [09:22<2:36:09,  1.66it/s]
Training 1/3 epoch (loss 0.3939):   3%|▎         | 535/16050 [09:22<2:36:09,  1.66it/s]
Training 1/3 epoch (loss 0.3939):   3%|▎         | 536/16050 [09:22<2:20:40,  1.84it/s]
Training 1/3 epoch (loss 0.0140):   3%|▎         | 536/16050 [09:23<2:20:40,  1.84it/s]
Training 1/3 epoch (loss 0.0140):   3%|▎         | 537/16050 [09:23<2:12:51,  1.95it/s]
Training 1/3 epoch (loss 0.2658):   3%|▎         | 537/16050 [09:25<2:12:51,  1.95it/s]
Training 1/3 epoch (loss 0.2658):   3%|▎         | 538/16050 [09:25<4:26:54,  1.03s/it]
Training 1/3 epoch (loss 0.6024):   3%|▎         | 538/16050 [09:25<4:26:54,  1.03s/it]
Training 1/3 epoch (loss 0.6024):   3%|▎         | 539/16050 [09:25<3:39:50,  1.18it/s]
Training 1/3 epoch (loss 0.6283):   3%|▎         | 539/16050 [09:26<3:39:50,  1.18it/s]
Training 1/3 epoch (loss 0.6283):   3%|▎         | 540/16050 [09:26<3:16:27,  1.32it/s]
Training 1/3 epoch (loss 0.0151):   3%|▎         | 540/16050 [09:26<3:16:27,  1.32it/s]
Training 1/3 epoch (loss 0.0151):   3%|▎         | 541/16050 [09:26<2:48:26,  1.53it/s]
Training 1/3 epoch (loss 0.3991):   3%|▎         | 541/16050 [09:29<2:48:26,  1.53it/s]
Training 1/3 epoch (loss 0.3991):   3%|▎         | 542/16050 [09:29<5:00:18,  1.16s/it]
Training 1/3 epoch (loss 0.4047):   3%|▎         | 542/16050 [09:31<5:00:18,  1.16s/it]
Training 1/3 epoch (loss 0.4047):   3%|▎         | 543/16050 [09:31<6:35:11,  1.53s/it]
Training 1/3 epoch (loss 0.1180):   3%|▎         | 543/16050 [09:31<6:35:11,  1.53s/it]
Training 1/3 epoch (loss 0.1180):   3%|▎         | 544/16050 [09:31<5:12:20,  1.21s/it]
Training 1/3 epoch (loss 0.3688):   3%|▎         | 544/16050 [09:34<5:12:20,  1.21s/it]
Training 1/3 epoch (loss 0.3688):   3%|▎         | 545/16050 [09:34<6:32:27,  1.52s/it]
Training 1/3 epoch (loss 0.5226):   3%|▎         | 545/16050 [09:34<6:32:27,  1.52s/it]
Training 1/3 epoch (loss 0.5226):   3%|▎         | 546/16050 [09:34<5:15:15,  1.22s/it]
Training 1/3 epoch (loss 1.0233):   3%|▎         | 546/16050 [09:35<5:15:15,  1.22s/it]
Training 1/3 epoch (loss 1.0233):   3%|▎         | 547/16050 [09:35<4:12:28,  1.02it/s]
Training 1/3 epoch (loss 0.0165):   3%|▎         | 547/16050 [09:35<4:12:28,  1.02it/s]
Training 1/3 epoch (loss 0.0165):   3%|▎         | 548/16050 [09:35<3:28:18,  1.24it/s]
Training 1/3 epoch (loss 0.1786):   3%|▎         | 548/16050 [09:36<3:28:18,  1.24it/s]
Training 1/3 epoch (loss 0.1786):   3%|▎         | 549/16050 [09:36<3:15:01,  1.32it/s]
Training 1/3 epoch (loss 0.2810):   3%|▎         | 549/16050 [09:37<3:15:01,  1.32it/s]
Training 1/3 epoch (loss 0.2810):   3%|▎         | 550/16050 [09:37<3:35:29,  1.20it/s]
Training 1/3 epoch (loss 0.0161):   3%|▎         | 550/16050 [09:37<3:35:29,  1.20it/s]
Training 1/3 epoch (loss 0.0161):   3%|▎         | 551/16050 [09:37<3:23:14,  1.27it/s]
Training 1/3 epoch (loss 0.0466):   3%|▎         | 551/16050 [09:38<3:23:14,  1.27it/s]
Training 1/3 epoch (loss 0.0466):   3%|▎         | 552/16050 [09:38<2:51:16,  1.51it/s]
Training 1/3 epoch (loss 0.1417):   3%|▎         | 552/16050 [09:38<2:51:16,  1.51it/s]
Training 1/3 epoch (loss 0.1417):   3%|▎         | 553/16050 [09:38<2:33:51,  1.68it/s]
Training 1/3 epoch (loss 0.9787):   3%|▎         | 553/16050 [09:39<2:33:51,  1.68it/s]
Training 1/3 epoch (loss 0.9787):   3%|▎         | 554/16050 [09:39<2:24:39,  1.79it/s]
Training 1/3 epoch (loss 0.0263):   3%|▎         | 554/16050 [09:39<2:24:39,  1.79it/s]
Training 1/3 epoch (loss 0.0263):   3%|▎         | 555/16050 [09:39<2:15:24,  1.91it/s]
Training 1/3 epoch (loss 0.4026):   3%|▎         | 555/16050 [09:41<2:15:24,  1.91it/s]
Training 1/3 epoch (loss 0.4026):   3%|▎         | 556/16050 [09:41<4:36:20,  1.07s/it]
Training 1/3 epoch (loss 1.0723):   3%|▎         | 556/16050 [09:42<4:36:20,  1.07s/it]
Training 1/3 epoch (loss 1.0723):   3%|▎         | 557/16050 [09:42<3:42:03,  1.16it/s]
Training 1/3 epoch (loss 0.1250):   3%|▎         | 557/16050 [09:42<3:42:03,  1.16it/s]
Training 1/3 epoch (loss 0.1250):   3%|▎         | 558/16050 [09:42<3:19:23,  1.29it/s]
Training 1/3 epoch (loss 0.0790):   3%|▎         | 558/16050 [09:43<3:19:23,  1.29it/s]
Training 1/3 epoch (loss 0.0790):   3%|▎         | 559/16050 [09:43<2:59:38,  1.44it/s]
Training 1/3 epoch (loss 0.4501):   3%|▎         | 559/16050 [09:45<2:59:38,  1.44it/s]
Training 1/3 epoch (loss 0.4501):   3%|▎         | 560/16050 [09:45<4:59:23,  1.16s/it]
Training 1/3 epoch (loss 0.7196):   3%|▎         | 560/16050 [09:45<4:59:23,  1.16s/it]
Training 1/3 epoch (loss 0.7196):   3%|▎         | 561/16050 [09:45<4:01:52,  1.07it/s]
Training 1/3 epoch (loss 0.2444):   3%|▎         | 561/16050 [09:46<4:01:52,  1.07it/s]
Training 1/3 epoch (loss 0.2444):   4%|▎         | 562/16050 [09:46<3:31:23,  1.22it/s]
Training 1/3 epoch (loss 0.2908):   4%|▎         | 562/16050 [09:47<3:31:23,  1.22it/s]
Training 1/3 epoch (loss 0.2908):   4%|▎         | 563/16050 [09:47<3:23:18,  1.27it/s]
Training 1/3 epoch (loss 0.0770):   4%|▎         | 563/16050 [09:47<3:23:18,  1.27it/s]
Training 1/3 epoch (loss 0.0770):   4%|▎         | 564/16050 [09:47<2:55:32,  1.47it/s]
Training 1/3 epoch (loss 0.0541):   4%|▎         | 564/16050 [09:48<2:55:32,  1.47it/s]
Training 1/3 epoch (loss 0.0541):   4%|▎         | 565/16050 [09:48<2:43:46,  1.58it/s]
Training 1/3 epoch (loss 0.1595):   4%|▎         | 565/16050 [09:48<2:43:46,  1.58it/s]
Training 1/3 epoch (loss 0.1595):   4%|▎         | 566/16050 [09:48<2:25:38,  1.77it/s]
Training 1/3 epoch (loss 0.0111):   4%|▎         | 566/16050 [09:49<2:25:38,  1.77it/s]
Training 1/3 epoch (loss 0.0111):   4%|▎         | 567/16050 [09:49<2:22:55,  1.81it/s]
Training 1/3 epoch (loss 0.0414):   4%|▎         | 567/16050 [09:49<2:22:55,  1.81it/s]
Training 1/3 epoch (loss 0.0414):   4%|▎         | 568/16050 [09:49<2:10:37,  1.98it/s]
Training 1/3 epoch (loss 0.0783):   4%|▎         | 568/16050 [09:49<2:10:37,  1.98it/s]
Training 1/3 epoch (loss 0.0783):   4%|▎         | 569/16050 [09:49<2:05:50,  2.05it/s]
Training 1/3 epoch (loss 0.0635):   4%|▎         | 569/16050 [09:50<2:05:50,  2.05it/s]
Training 1/3 epoch (loss 0.0635):   4%|▎         | 570/16050 [09:50<2:16:15,  1.89it/s]
Training 1/3 epoch (loss 0.4428):   4%|▎         | 570/16050 [09:51<2:16:15,  1.89it/s]
Training 1/3 epoch (loss 0.4428):   4%|▎         | 571/16050 [09:51<2:26:16,  1.76it/s]
Training 1/3 epoch (loss 0.1696):   4%|▎         | 571/16050 [09:51<2:26:16,  1.76it/s]
Training 1/3 epoch (loss 0.1696):   4%|▎         | 572/16050 [09:51<2:27:49,  1.75it/s]
Training 1/3 epoch (loss 0.5954):   4%|▎         | 572/16050 [09:52<2:27:49,  1.75it/s]
Training 1/3 epoch (loss 0.5954):   4%|▎         | 573/16050 [09:52<2:19:16,  1.85it/s]
Training 1/3 epoch (loss 0.3999):   4%|▎         | 573/16050 [09:52<2:19:16,  1.85it/s]
Training 1/3 epoch (loss 0.3999):   4%|▎         | 574/16050 [09:52<2:18:51,  1.86it/s]
Training 1/3 epoch (loss 0.1198):   4%|▎         | 574/16050 [09:53<2:18:51,  1.86it/s]
Training 1/3 epoch (loss 0.1198):   4%|▎         | 575/16050 [09:53<2:09:20,  1.99it/s]
Training 1/3 epoch (loss 0.1342):   4%|▎         | 575/16050 [09:54<2:09:20,  1.99it/s]
Training 1/3 epoch (loss 0.1342):   4%|▎         | 576/16050 [09:54<2:43:50,  1.57it/s]
Training 1/3 epoch (loss 0.2714):   4%|▎         | 576/16050 [09:56<2:43:50,  1.57it/s]
Training 1/3 epoch (loss 0.2714):   4%|▎         | 577/16050 [09:56<4:55:51,  1.15s/it]
Training 1/3 epoch (loss 0.0817):   4%|▎         | 577/16050 [09:57<4:55:51,  1.15s/it]
Training 1/3 epoch (loss 0.0817):   4%|▎         | 578/16050 [09:57<4:36:31,  1.07s/it]
Training 1/3 epoch (loss 0.5579):   4%|▎         | 578/16050 [09:59<4:36:31,  1.07s/it]
Training 1/3 epoch (loss 0.5579):   4%|▎         | 579/16050 [09:59<6:04:14,  1.41s/it]
Training 1/3 epoch (loss 0.1492):   4%|▎         | 579/16050 [10:00<6:04:14,  1.41s/it]
Training 1/3 epoch (loss 0.1492):   4%|▎         | 580/16050 [10:00<5:09:43,  1.20s/it]
Training 1/3 epoch (loss 0.0701):   4%|▎         | 580/16050 [10:00<5:09:43,  1.20s/it]
Training 1/3 epoch (loss 0.0701):   4%|▎         | 581/16050 [10:00<4:22:18,  1.02s/it]
Training 1/3 epoch (loss 0.6939):   4%|▎         | 581/16050 [10:01<4:22:18,  1.02s/it]
Training 1/3 epoch (loss 0.6939):   4%|▎         | 582/16050 [10:01<3:38:55,  1.18it/s]
Training 1/3 epoch (loss 0.3675):   4%|▎         | 582/16050 [10:02<3:38:55,  1.18it/s]
Training 1/3 epoch (loss 0.3675):   4%|▎         | 583/16050 [10:02<3:21:27,  1.28it/s]
Training 1/3 epoch (loss 0.1974):   4%|▎         | 583/16050 [10:02<3:21:27,  1.28it/s]
Training 1/3 epoch (loss 0.1974):   4%|▎         | 584/16050 [10:02<2:52:02,  1.50it/s]
Training 1/3 epoch (loss 0.7207):   4%|▎         | 584/16050 [10:02<2:52:02,  1.50it/s]
Training 1/3 epoch (loss 0.7207):   4%|▎         | 585/16050 [10:02<2:32:55,  1.69it/s]
Training 1/3 epoch (loss 0.0483):   4%|▎         | 585/16050 [10:03<2:32:55,  1.69it/s]
Training 1/3 epoch (loss 0.0483):   4%|▎         | 586/16050 [10:03<2:35:10,  1.66it/s]
Training 1/3 epoch (loss 0.0270):   4%|▎         | 586/16050 [10:03<2:35:10,  1.66it/s]
Training 1/3 epoch (loss 0.0270):   4%|▎         | 587/16050 [10:03<2:16:12,  1.89it/s]
Training 1/3 epoch (loss 0.3214):   4%|▎         | 587/16050 [10:04<2:16:12,  1.89it/s]
Training 1/3 epoch (loss 0.3214):   4%|▎         | 588/16050 [10:04<2:10:21,  1.98it/s]
Training 1/3 epoch (loss 0.0466):   4%|▎         | 588/16050 [10:04<2:10:21,  1.98it/s]
Training 1/3 epoch (loss 0.0466):   4%|▎         | 589/16050 [10:04<2:01:25,  2.12it/s]
Training 1/3 epoch (loss 0.7723):   4%|▎         | 589/16050 [10:05<2:01:25,  2.12it/s]
Training 1/3 epoch (loss 0.7723):   4%|▎         | 590/16050 [10:05<1:59:43,  2.15it/s]
Training 1/3 epoch (loss 0.6114):   4%|▎         | 590/16050 [10:05<1:59:43,  2.15it/s]
Training 1/3 epoch (loss 0.6114):   4%|▎         | 591/16050 [10:05<2:27:03,  1.75it/s]
Training 1/3 epoch (loss 0.5411):   4%|▎         | 591/16050 [10:06<2:27:03,  1.75it/s]
Training 1/3 epoch (loss 0.5411):   4%|▎         | 592/16050 [10:06<2:14:59,  1.91it/s]
Training 1/3 epoch (loss 0.0203):   4%|▎         | 592/16050 [10:06<2:14:59,  1.91it/s]
Training 1/3 epoch (loss 0.0203):   4%|▎         | 593/16050 [10:06<2:08:41,  2.00it/s]
Training 1/3 epoch (loss 0.2123):   4%|▎         | 593/16050 [10:07<2:08:41,  2.00it/s]
Training 1/3 epoch (loss 0.2123):   4%|▎         | 594/16050 [10:07<2:10:02,  1.98it/s]
Training 1/3 epoch (loss 0.6969):   4%|▎         | 594/16050 [10:07<2:10:02,  1.98it/s]
Training 1/3 epoch (loss 0.6969):   4%|▎         | 595/16050 [10:07<2:19:59,  1.84it/s]
Training 1/3 epoch (loss 0.5395):   4%|▎         | 595/16050 [10:10<2:19:59,  1.84it/s]
Training 1/3 epoch (loss 0.5395):   4%|▎         | 596/16050 [10:10<4:31:42,  1.05s/it]
Training 1/3 epoch (loss 0.2176):   4%|▎         | 596/16050 [10:10<4:31:42,  1.05s/it]
Training 1/3 epoch (loss 0.2176):   4%|▎         | 597/16050 [10:10<3:40:26,  1.17it/s]
Training 1/3 epoch (loss 0.4906):   4%|▎         | 597/16050 [10:11<3:40:26,  1.17it/s]
Training 1/3 epoch (loss 0.4906):   4%|▎         | 598/16050 [10:11<3:25:23,  1.25it/s]
Training 1/3 epoch (loss 0.0075):   4%|▎         | 598/16050 [10:11<3:25:23,  1.25it/s]
Training 1/3 epoch (loss 0.0075):   4%|▎         | 599/16050 [10:11<2:58:14,  1.44it/s]
Training 1/3 epoch (loss 0.1094):   4%|▎         | 599/16050 [10:12<2:58:14,  1.44it/s]
Training 1/3 epoch (loss 0.1094):   4%|▎         | 600/16050 [10:12<2:51:31,  1.50it/s]
Training 1/3 epoch (loss 0.0084):   4%|▎         | 600/16050 [10:12<2:51:31,  1.50it/s]
Training 1/3 epoch (loss 0.0084):   4%|▎         | 601/16050 [10:12<2:27:34,  1.74it/s]
Training 1/3 epoch (loss 0.3533):   4%|▎         | 601/16050 [10:14<2:27:34,  1.74it/s]
Training 1/3 epoch (loss 0.3533):   4%|▍         | 602/16050 [10:14<4:36:56,  1.08s/it]
Training 1/3 epoch (loss 0.0313):   4%|▍         | 602/16050 [10:15<4:36:56,  1.08s/it]
Training 1/3 epoch (loss 0.0313):   4%|▍         | 603/16050 [10:15<4:21:52,  1.02s/it]
Training 1/3 epoch (loss 0.0307):   4%|▍         | 603/16050 [10:16<4:21:52,  1.02s/it]
Training 1/3 epoch (loss 0.0307):   4%|▍         | 604/16050 [10:16<3:37:14,  1.18it/s]
Training 1/3 epoch (loss 0.7712):   4%|▍         | 604/16050 [10:16<3:37:14,  1.18it/s]
Training 1/3 epoch (loss 0.7712):   4%|▍         | 605/16050 [10:16<3:19:45,  1.29it/s]
Training 1/3 epoch (loss 0.5004):   4%|▍         | 605/16050 [10:17<3:19:45,  1.29it/s]
Training 1/3 epoch (loss 0.5004):   4%|▍         | 606/16050 [10:17<2:56:23,  1.46it/s]
Training 1/3 epoch (loss 0.1784):   4%|▍         | 606/16050 [10:17<2:56:23,  1.46it/s]
Training 1/3 epoch (loss 0.1784):   4%|▍         | 607/16050 [10:17<2:29:51,  1.72it/s]
Training 1/3 epoch (loss 0.8183):   4%|▍         | 607/16050 [10:18<2:29:51,  1.72it/s]
Training 1/3 epoch (loss 0.8183):   4%|▍         | 608/16050 [10:18<2:20:48,  1.83it/s]
Training 1/3 epoch (loss 0.3996):   4%|▍         | 608/16050 [10:18<2:20:48,  1.83it/s]
Training 1/3 epoch (loss 0.3996):   4%|▍         | 609/16050 [10:18<2:23:31,  1.79it/s]
Training 1/3 epoch (loss 0.0960):   4%|▍         | 609/16050 [10:19<2:23:31,  1.79it/s]
Training 1/3 epoch (loss 0.0960):   4%|▍         | 610/16050 [10:19<2:15:52,  1.89it/s]
Training 1/3 epoch (loss 0.8322):   4%|▍         | 610/16050 [10:19<2:15:52,  1.89it/s]
Training 1/3 epoch (loss 0.8322):   4%|▍         | 611/16050 [10:19<2:06:11,  2.04it/s]
Training 1/3 epoch (loss 0.0184):   4%|▍         | 611/16050 [10:19<2:06:11,  2.04it/s]
Training 1/3 epoch (loss 0.0184):   4%|▍         | 612/16050 [10:19<1:54:18,  2.25it/s]
Training 1/3 epoch (loss 0.1993):   4%|▍         | 612/16050 [10:20<1:54:18,  2.25it/s]
Training 1/3 epoch (loss 0.1993):   4%|▍         | 613/16050 [10:20<2:10:14,  1.98it/s]
Training 1/3 epoch (loss 0.0439):   4%|▍         | 613/16050 [10:21<2:10:14,  1.98it/s]
Training 1/3 epoch (loss 0.0439):   4%|▍         | 614/16050 [10:21<2:12:12,  1.95it/s]
Training 1/3 epoch (loss 0.1002):   4%|▍         | 614/16050 [10:21<2:12:12,  1.95it/s]
Training 1/3 epoch (loss 0.1002):   4%|▍         | 615/16050 [10:21<2:10:59,  1.96it/s]
Training 1/3 epoch (loss 0.6338):   4%|▍         | 615/16050 [10:22<2:10:59,  1.96it/s]
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Training 1/3 epoch (loss 0.3038):   4%|▍         | 616/16050 [10:23<2:18:30,  1.86it/s]
Training 1/3 epoch (loss 0.3038):   4%|▍         | 617/16050 [10:23<2:52:09,  1.49it/s]
Training 1/3 epoch (loss 0.1611):   4%|▍         | 617/16050 [10:23<2:52:09,  1.49it/s]
Training 1/3 epoch (loss 0.1611):   4%|▍         | 618/16050 [10:23<2:44:44,  1.56it/s]
Training 1/3 epoch (loss 0.0491):   4%|▍         | 618/16050 [10:24<2:44:44,  1.56it/s]
Training 1/3 epoch (loss 0.0491):   4%|▍         | 619/16050 [10:24<2:32:28,  1.69it/s]
Training 1/3 epoch (loss 1.0225):   4%|▍         | 619/16050 [10:24<2:32:28,  1.69it/s]
Training 1/3 epoch (loss 1.0225):   4%|▍         | 620/16050 [10:24<2:34:00,  1.67it/s]
Training 1/3 epoch (loss 0.9515):   4%|▍         | 620/16050 [10:25<2:34:00,  1.67it/s]
Training 1/3 epoch (loss 0.9515):   4%|▍         | 621/16050 [10:25<2:29:51,  1.72it/s]
Training 1/3 epoch (loss 0.0724):   4%|▍         | 621/16050 [10:25<2:29:51,  1.72it/s]
Training 1/3 epoch (loss 0.0724):   4%|▍         | 622/16050 [10:25<2:32:20,  1.69it/s]
Training 1/3 epoch (loss 0.3091):   4%|▍         | 622/16050 [10:26<2:32:20,  1.69it/s]
Training 1/3 epoch (loss 0.3091):   4%|▍         | 623/16050 [10:26<2:17:56,  1.86it/s]
Training 1/3 epoch (loss 0.0175):   4%|▍         | 623/16050 [10:26<2:17:56,  1.86it/s]
Training 1/3 epoch (loss 0.0175):   4%|▍         | 624/16050 [10:26<2:18:04,  1.86it/s]
Training 1/3 epoch (loss 0.0310):   4%|▍         | 624/16050 [10:27<2:18:04,  1.86it/s]
Training 1/3 epoch (loss 0.0310):   4%|▍         | 625/16050 [10:27<2:27:09,  1.75it/s]
Training 1/3 epoch (loss 0.0715):   4%|▍         | 625/16050 [10:28<2:27:09,  1.75it/s]
Training 1/3 epoch (loss 0.0715):   4%|▍         | 626/16050 [10:28<2:20:30,  1.83it/s]
Training 1/3 epoch (loss 0.0265):   4%|▍         | 626/16050 [10:28<2:20:30,  1.83it/s]
Training 1/3 epoch (loss 0.0265):   4%|▍         | 627/16050 [10:28<2:12:11,  1.94it/s]
Training 1/3 epoch (loss 0.0476):   4%|▍         | 627/16050 [10:29<2:12:11,  1.94it/s]
Training 1/3 epoch (loss 0.0476):   4%|▍         | 628/16050 [10:29<2:18:06,  1.86it/s]
Training 1/3 epoch (loss 0.0233):   4%|▍         | 628/16050 [10:29<2:18:06,  1.86it/s]
Training 1/3 epoch (loss 0.0233):   4%|▍         | 629/16050 [10:29<2:07:32,  2.02it/s]
Training 1/3 epoch (loss 0.4978):   4%|▍         | 629/16050 [10:30<2:07:32,  2.02it/s]
Training 1/3 epoch (loss 0.4978):   4%|▍         | 630/16050 [10:30<2:10:18,  1.97it/s]
Training 1/3 epoch (loss 0.1490):   4%|▍         | 630/16050 [10:30<2:10:18,  1.97it/s]
Training 1/3 epoch (loss 0.1490):   4%|▍         | 631/16050 [10:30<1:59:29,  2.15it/s]
Training 1/3 epoch (loss 0.0431):   4%|▍         | 631/16050 [10:30<1:59:29,  2.15it/s]
Training 1/3 epoch (loss 0.0431):   4%|▍         | 632/16050 [10:30<2:04:09,  2.07it/s]
Training 1/3 epoch (loss 0.0340):   4%|▍         | 632/16050 [10:31<2:04:09,  2.07it/s]
Training 1/3 epoch (loss 0.0340):   4%|▍         | 633/16050 [10:31<2:08:47,  2.00it/s]
Training 1/3 epoch (loss 0.4767):   4%|▍         | 633/16050 [10:31<2:08:47,  2.00it/s]
Training 1/3 epoch (loss 0.4767):   4%|▍         | 634/16050 [10:31<2:02:58,  2.09it/s]
Training 1/3 epoch (loss 0.5838):   4%|▍         | 634/16050 [10:32<2:02:58,  2.09it/s]
Training 1/3 epoch (loss 0.5838):   4%|▍         | 635/16050 [10:32<2:07:58,  2.01it/s]
Training 1/3 epoch (loss 0.7608):   4%|▍         | 635/16050 [10:32<2:07:58,  2.01it/s]
Training 1/3 epoch (loss 0.7608):   4%|▍         | 636/16050 [10:32<1:59:33,  2.15it/s]
Training 1/3 epoch (loss 0.4031):   4%|▍         | 636/16050 [10:33<1:59:33,  2.15it/s]
Training 1/3 epoch (loss 0.4031):   4%|▍         | 637/16050 [10:33<2:09:59,  1.98it/s]
Training 1/3 epoch (loss 0.0538):   4%|▍         | 637/16050 [10:33<2:09:59,  1.98it/s]
Training 1/3 epoch (loss 0.0538):   4%|▍         | 638/16050 [10:33<2:04:59,  2.06it/s]
Training 1/3 epoch (loss 0.0299):   4%|▍         | 638/16050 [10:34<2:04:59,  2.06it/s]
Training 1/3 epoch (loss 0.0299):   4%|▍         | 639/16050 [10:34<2:02:57,  2.09it/s]
Training 1/3 epoch (loss 0.2974):   4%|▍         | 639/16050 [10:34<2:02:57,  2.09it/s]
Training 1/3 epoch (loss 0.2974):   4%|▍         | 640/16050 [10:34<2:02:32,  2.10it/s]
Training 1/3 epoch (loss 0.0739):   4%|▍         | 640/16050 [10:35<2:02:32,  2.10it/s]
Training 1/3 epoch (loss 0.0739):   4%|▍         | 641/16050 [10:35<2:03:01,  2.09it/s]
Training 1/3 epoch (loss 0.0510):   4%|▍         | 641/16050 [10:35<2:03:01,  2.09it/s]
Training 1/3 epoch (loss 0.0510):   4%|▍         | 642/16050 [10:35<2:06:56,  2.02it/s]
Training 1/3 epoch (loss 0.0133):   4%|▍         | 642/16050 [10:36<2:06:56,  2.02it/s]
Training 1/3 epoch (loss 0.0133):   4%|▍         | 643/16050 [10:36<1:56:49,  2.20it/s]
Training 1/3 epoch (loss 0.0313):   4%|▍         | 643/16050 [10:36<1:56:49,  2.20it/s]
Training 1/3 epoch (loss 0.0313):   4%|▍         | 644/16050 [10:36<1:52:23,  2.28it/s]
Training 1/3 epoch (loss 0.4218):   4%|▍         | 644/16050 [10:37<1:52:23,  2.28it/s]
Training 1/3 epoch (loss 0.4218):   4%|▍         | 645/16050 [10:37<1:57:49,  2.18it/s]
Training 1/3 epoch (loss 0.0564):   4%|▍         | 645/16050 [10:37<1:57:49,  2.18it/s]
Training 1/3 epoch (loss 0.0564):   4%|▍         | 646/16050 [10:37<2:17:46,  1.86it/s]
Training 1/3 epoch (loss 0.3723):   4%|▍         | 646/16050 [10:38<2:17:46,  1.86it/s]
Training 1/3 epoch (loss 0.3723):   4%|▍         | 647/16050 [10:38<2:22:05,  1.81it/s]
Training 1/3 epoch (loss 0.5651):   4%|▍         | 647/16050 [10:38<2:22:05,  1.81it/s]
Training 1/3 epoch (loss 0.5651):   4%|▍         | 648/16050 [10:38<2:14:49,  1.90it/s]
Training 1/3 epoch (loss 0.0604):   4%|▍         | 648/16050 [10:39<2:14:49,  1.90it/s]
Training 1/3 epoch (loss 0.0604):   4%|▍         | 649/16050 [10:39<2:04:31,  2.06it/s]
Training 1/3 epoch (loss 0.0439):   4%|▍         | 649/16050 [10:39<2:04:31,  2.06it/s]
Training 1/3 epoch (loss 0.0439):   4%|▍         | 650/16050 [10:39<2:14:43,  1.91it/s]
Training 1/3 epoch (loss 0.9956):   4%|▍         | 650/16050 [10:40<2:14:43,  1.91it/s]
Training 1/3 epoch (loss 0.9956):   4%|▍         | 651/16050 [10:40<2:05:22,  2.05it/s]
Training 1/3 epoch (loss 0.2781):   4%|▍         | 651/16050 [10:40<2:05:22,  2.05it/s]
Training 1/3 epoch (loss 0.2781):   4%|▍         | 652/16050 [10:40<2:08:14,  2.00it/s]
Training 1/3 epoch (loss 0.1891):   4%|▍         | 652/16050 [10:41<2:08:14,  2.00it/s]
Training 1/3 epoch (loss 0.1891):   4%|▍         | 653/16050 [10:41<2:21:34,  1.81it/s]
Training 1/3 epoch (loss 0.9126):   4%|▍         | 653/16050 [10:42<2:21:34,  1.81it/s]
Training 1/3 epoch (loss 0.9126):   4%|▍         | 654/16050 [10:42<2:26:51,  1.75it/s]
Training 1/3 epoch (loss 0.0597):   4%|▍         | 654/16050 [10:42<2:26:51,  1.75it/s]
Training 1/3 epoch (loss 0.0597):   4%|▍         | 655/16050 [10:42<2:34:49,  1.66it/s]
Training 1/3 epoch (loss 0.5770):   4%|▍         | 655/16050 [10:43<2:34:49,  1.66it/s]
Training 1/3 epoch (loss 0.5770):   4%|▍         | 656/16050 [10:43<2:35:53,  1.65it/s]
Training 1/3 epoch (loss 0.0532):   4%|▍         | 656/16050 [10:43<2:35:53,  1.65it/s]
Training 1/3 epoch (loss 0.0532):   4%|▍         | 657/16050 [10:43<2:33:20,  1.67it/s]
Training 1/3 epoch (loss 0.5987):   4%|▍         | 657/16050 [10:44<2:33:20,  1.67it/s]
Training 1/3 epoch (loss 0.5987):   4%|▍         | 658/16050 [10:44<2:47:15,  1.53it/s]
Training 1/3 epoch (loss 0.4715):   4%|▍         | 658/16050 [10:45<2:47:15,  1.53it/s]
Training 1/3 epoch (loss 0.4715):   4%|▍         | 659/16050 [10:45<2:25:07,  1.77it/s]
Training 1/3 epoch (loss 0.0206):   4%|▍         | 659/16050 [10:45<2:25:07,  1.77it/s]
Training 1/3 epoch (loss 0.0206):   4%|▍         | 660/16050 [10:45<2:07:40,  2.01it/s]
Training 1/3 epoch (loss 0.1255):   4%|▍         | 660/16050 [10:45<2:07:40,  2.01it/s]
Training 1/3 epoch (loss 0.1255):   4%|▍         | 661/16050 [10:45<1:59:17,  2.15it/s]
Training 1/3 epoch (loss 0.4340):   4%|▍         | 661/16050 [10:46<1:59:17,  2.15it/s]
Training 1/3 epoch (loss 0.4340):   4%|▍         | 662/16050 [10:46<1:53:20,  2.26it/s]
Training 1/3 epoch (loss 0.0707):   4%|▍         | 662/16050 [10:46<1:53:20,  2.26it/s]
Training 1/3 epoch (loss 0.0707):   4%|▍         | 663/16050 [10:46<1:50:11,  2.33it/s]
Training 1/3 epoch (loss 0.0315):   4%|▍         | 663/16050 [10:47<1:50:11,  2.33it/s]
Training 1/3 epoch (loss 0.0315):   4%|▍         | 664/16050 [10:47<2:20:28,  1.83it/s]
Training 1/3 epoch (loss 0.1615):   4%|▍         | 664/16050 [10:48<2:20:28,  1.83it/s]
Training 1/3 epoch (loss 0.1615):   4%|▍         | 665/16050 [10:48<2:25:26,  1.76it/s]
Training 1/3 epoch (loss 0.0564):   4%|▍         | 665/16050 [10:48<2:25:26,  1.76it/s]
Training 1/3 epoch (loss 0.0564):   4%|▍         | 666/16050 [10:48<2:08:43,  1.99it/s]
Training 1/3 epoch (loss 0.0385):   4%|▍         | 666/16050 [10:48<2:08:43,  1.99it/s]
Training 1/3 epoch (loss 0.0385):   4%|▍         | 667/16050 [10:48<2:01:25,  2.11it/s]
Training 1/3 epoch (loss 0.0370):   4%|▍         | 667/16050 [10:49<2:01:25,  2.11it/s]
Training 1/3 epoch (loss 0.0370):   4%|▍         | 668/16050 [10:49<2:13:12,  1.92it/s]
Training 1/3 epoch (loss 0.1804):   4%|▍         | 668/16050 [10:49<2:13:12,  1.92it/s]
Training 1/3 epoch (loss 0.1804):   4%|▍         | 669/16050 [10:49<2:08:09,  2.00it/s]
Training 1/3 epoch (loss 0.5489):   4%|▍         | 669/16050 [10:50<2:08:09,  2.00it/s]
Training 1/3 epoch (loss 0.5489):   4%|▍         | 670/16050 [10:50<1:53:40,  2.26it/s]
Training 1/3 epoch (loss 0.4422):   4%|▍         | 670/16050 [10:52<1:53:40,  2.26it/s]
Training 1/3 epoch (loss 0.4422):   4%|▍         | 671/16050 [10:52<4:11:39,  1.02it/s]
Training 1/3 epoch (loss 0.6650):   4%|▍         | 671/16050 [10:53<4:11:39,  1.02it/s]
Training 1/3 epoch (loss 0.6650):   4%|▍         | 672/16050 [10:53<4:00:52,  1.06it/s]
Training 1/3 epoch (loss 0.9127):   4%|▍         | 672/16050 [10:53<4:00:52,  1.06it/s]
Training 1/3 epoch (loss 0.9127):   4%|▍         | 673/16050 [10:53<3:21:52,  1.27it/s]
Training 1/3 epoch (loss 0.0311):   4%|▍         | 673/16050 [10:54<3:21:52,  1.27it/s]
Training 1/3 epoch (loss 0.0311):   4%|▍         | 674/16050 [10:54<3:09:46,  1.35it/s]
Training 1/3 epoch (loss 0.0498):   4%|▍         | 674/16050 [10:54<3:09:46,  1.35it/s]
Training 1/3 epoch (loss 0.0498):   4%|▍         | 675/16050 [10:54<2:53:54,  1.47it/s]
Training 1/3 epoch (loss 0.0174):   4%|▍         | 675/16050 [10:55<2:53:54,  1.47it/s]
Training 1/3 epoch (loss 0.0174):   4%|▍         | 676/16050 [10:55<2:38:29,  1.62it/s]
Training 1/3 epoch (loss 0.0446):   4%|▍         | 676/16050 [10:55<2:38:29,  1.62it/s]
Training 1/3 epoch (loss 0.0446):   4%|▍         | 677/16050 [10:55<2:37:32,  1.63it/s]
Training 1/3 epoch (loss 0.0648):   4%|▍         | 677/16050 [10:56<2:37:32,  1.63it/s]
Training 1/3 epoch (loss 0.0648):   4%|▍         | 678/16050 [10:56<2:37:22,  1.63it/s]
Training 1/3 epoch (loss 0.0613):   4%|▍         | 678/16050 [10:57<2:37:22,  1.63it/s]
Training 1/3 epoch (loss 0.0613):   4%|▍         | 679/16050 [10:57<2:26:15,  1.75it/s]
Training 1/3 epoch (loss 0.2278):   4%|▍         | 679/16050 [10:57<2:26:15,  1.75it/s]
Training 1/3 epoch (loss 0.2278):   4%|▍         | 680/16050 [10:57<2:50:53,  1.50it/s]
Training 1/3 epoch (loss 0.8267):   4%|▍         | 680/16050 [10:58<2:50:53,  1.50it/s]
Training 1/3 epoch (loss 0.8267):   4%|▍         | 681/16050 [10:58<2:36:16,  1.64it/s]
Training 1/3 epoch (loss 0.1019):   4%|▍         | 681/16050 [10:59<2:36:16,  1.64it/s]
Training 1/3 epoch (loss 0.1019):   4%|▍         | 682/16050 [10:59<2:42:59,  1.57it/s]
Training 1/3 epoch (loss 0.0154):   4%|▍         | 682/16050 [10:59<2:42:59,  1.57it/s]
Training 1/3 epoch (loss 0.0154):   4%|▍         | 683/16050 [10:59<2:26:34,  1.75it/s]
Training 1/3 epoch (loss 0.5930):   4%|▍         | 683/16050 [11:00<2:26:34,  1.75it/s]
Training 1/3 epoch (loss 0.5930):   4%|▍         | 684/16050 [11:00<2:33:25,  1.67it/s]
Training 1/3 epoch (loss 0.1633):   4%|▍         | 684/16050 [11:00<2:33:25,  1.67it/s]
Training 1/3 epoch (loss 0.1633):   4%|▍         | 685/16050 [11:00<2:29:52,  1.71it/s]
Training 1/3 epoch (loss 0.8632):   4%|▍         | 685/16050 [11:01<2:29:52,  1.71it/s]
Training 1/3 epoch (loss 0.8632):   4%|▍         | 686/16050 [11:01<2:27:03,  1.74it/s]
Training 1/3 epoch (loss 0.1200):   4%|▍         | 686/16050 [11:01<2:27:03,  1.74it/s]
Training 1/3 epoch (loss 0.1200):   4%|▍         | 687/16050 [11:01<2:15:23,  1.89it/s]
Training 1/3 epoch (loss 0.0588):   4%|▍         | 687/16050 [11:02<2:15:23,  1.89it/s]
Training 1/3 epoch (loss 0.0588):   4%|▍         | 688/16050 [11:02<2:09:08,  1.98it/s]
Training 1/3 epoch (loss 0.7100):   4%|▍         | 688/16050 [11:02<2:09:08,  1.98it/s]
Training 1/3 epoch (loss 0.7100):   4%|▍         | 689/16050 [11:02<2:01:02,  2.12it/s]
Training 1/3 epoch (loss 0.5174):   4%|▍         | 689/16050 [11:03<2:01:02,  2.12it/s]
Training 1/3 epoch (loss 0.5174):   4%|▍         | 690/16050 [11:03<2:05:42,  2.04it/s]
Training 1/3 epoch (loss 0.0301):   4%|▍         | 690/16050 [11:03<2:05:42,  2.04it/s]
Training 1/3 epoch (loss 0.0301):   4%|▍         | 691/16050 [11:03<2:22:25,  1.80it/s]
Training 1/3 epoch (loss 0.0682):   4%|▍         | 691/16050 [11:04<2:22:25,  1.80it/s]
Training 1/3 epoch (loss 0.0682):   4%|▍         | 692/16050 [11:04<2:25:24,  1.76it/s]
Training 1/3 epoch (loss 0.2222):   4%|▍         | 692/16050 [11:04<2:25:24,  1.76it/s]
Training 1/3 epoch (loss 0.2222):   4%|▍         | 693/16050 [11:04<2:21:42,  1.81it/s]
Training 1/3 epoch (loss 0.0744):   4%|▍         | 693/16050 [11:05<2:21:42,  1.81it/s]
Training 1/3 epoch (loss 0.0744):   4%|▍         | 694/16050 [11:05<2:35:30,  1.65it/s]
Training 1/3 epoch (loss 1.3112):   4%|▍         | 694/16050 [11:06<2:35:30,  1.65it/s]
Training 1/3 epoch (loss 1.3112):   4%|▍         | 695/16050 [11:06<2:15:38,  1.89it/s]
Training 1/3 epoch (loss 0.4080):   4%|▍         | 695/16050 [11:08<2:15:38,  1.89it/s]
Training 1/3 epoch (loss 0.4080):   4%|▍         | 696/16050 [11:08<4:24:59,  1.04s/it]
Training 1/3 epoch (loss 0.3064):   4%|▍         | 696/16050 [11:08<4:24:59,  1.04s/it]
Training 1/3 epoch (loss 0.3064):   4%|▍         | 697/16050 [11:08<3:53:40,  1.10it/s]
Training 1/3 epoch (loss 0.1183):   4%|▍         | 697/16050 [11:09<3:53:40,  1.10it/s]
Training 1/3 epoch (loss 0.1183):   4%|▍         | 698/16050 [11:09<3:26:00,  1.24it/s]
Training 1/3 epoch (loss 0.0797):   4%|▍         | 698/16050 [11:09<3:26:00,  1.24it/s]
Training 1/3 epoch (loss 0.0797):   4%|▍         | 699/16050 [11:09<2:58:18,  1.43it/s]
Training 1/3 epoch (loss 0.5715):   4%|▍         | 699/16050 [11:10<2:58:18,  1.43it/s]
Training 1/3 epoch (loss 0.5715):   4%|▍         | 700/16050 [11:10<2:50:36,  1.50it/s]
Training 1/3 epoch (loss 0.5362):   4%|▍         | 700/16050 [11:11<2:50:36,  1.50it/s]
Training 1/3 epoch (loss 0.5362):   4%|▍         | 701/16050 [11:11<3:09:21,  1.35it/s]
Training 1/3 epoch (loss 0.0258):   4%|▍         | 701/16050 [11:11<3:09:21,  1.35it/s]
Training 1/3 epoch (loss 0.0258):   4%|▍         | 702/16050 [11:11<2:56:08,  1.45it/s]
Training 1/3 epoch (loss 0.0192):   4%|▍         | 702/16050 [11:12<2:56:08,  1.45it/s]
Training 1/3 epoch (loss 0.0192):   4%|▍         | 703/16050 [11:12<2:39:39,  1.60it/s]
Training 1/3 epoch (loss 0.5205):   4%|▍         | 703/16050 [11:14<2:39:39,  1.60it/s]
Training 1/3 epoch (loss 0.5205):   4%|▍         | 704/16050 [11:14<4:42:29,  1.10s/it]
Training 1/3 epoch (loss 0.0179):   4%|▍         | 704/16050 [11:15<4:42:29,  1.10s/it]
Training 1/3 epoch (loss 0.0179):   4%|▍         | 705/16050 [11:15<4:02:45,  1.05it/s]
Training 1/3 epoch (loss 0.3890):   4%|▍         | 705/16050 [11:15<4:02:45,  1.05it/s]
Training 1/3 epoch (loss 0.3890):   4%|▍         | 706/16050 [11:15<3:30:14,  1.22it/s]
Training 1/3 epoch (loss 0.0249):   4%|▍         | 706/16050 [11:16<3:30:14,  1.22it/s]
Training 1/3 epoch (loss 0.0249):   4%|▍         | 707/16050 [11:16<3:14:55,  1.31it/s]
Training 1/3 epoch (loss 0.1457):   4%|▍         | 707/16050 [11:16<3:14:55,  1.31it/s]
Training 1/3 epoch (loss 0.1457):   4%|▍         | 708/16050 [11:16<3:04:09,  1.39it/s]
Training 1/3 epoch (loss 1.5237):   4%|▍         | 708/16050 [11:17<3:04:09,  1.39it/s]
Training 1/3 epoch (loss 1.5237):   4%|▍         | 709/16050 [11:17<2:34:40,  1.65it/s]
Training 1/3 epoch (loss 0.2348):   4%|▍         | 709/16050 [11:17<2:34:40,  1.65it/s]
Training 1/3 epoch (loss 0.2348):   4%|▍         | 710/16050 [11:17<2:21:52,  1.80it/s]
Training 1/3 epoch (loss 0.3527):   4%|▍         | 710/16050 [11:18<2:21:52,  1.80it/s]
Training 1/3 epoch (loss 0.3527):   4%|▍         | 711/16050 [11:18<2:20:21,  1.82it/s]
Training 1/3 epoch (loss 0.0193):   4%|▍         | 711/16050 [11:18<2:20:21,  1.82it/s]
Training 1/3 epoch (loss 0.0193):   4%|▍         | 712/16050 [11:18<2:13:47,  1.91it/s]
Training 1/3 epoch (loss 0.0227):   4%|▍         | 712/16050 [11:19<2:13:47,  1.91it/s]
Training 1/3 epoch (loss 0.0227):   4%|▍         | 713/16050 [11:19<2:04:31,  2.05it/s]
Training 1/3 epoch (loss 0.0310):   4%|▍         | 713/16050 [11:19<2:04:31,  2.05it/s]
Training 1/3 epoch (loss 0.0310):   4%|▍         | 714/16050 [11:19<2:12:01,  1.94it/s]
Training 1/3 epoch (loss 0.3935):   4%|▍         | 714/16050 [11:20<2:12:01,  1.94it/s]
Training 1/3 epoch (loss 0.3935):   4%|▍         | 715/16050 [11:20<2:17:56,  1.85it/s]
Training 1/3 epoch (loss 0.6939):   4%|▍         | 715/16050 [11:20<2:17:56,  1.85it/s]
Training 1/3 epoch (loss 0.6939):   4%|▍         | 716/16050 [11:20<2:16:30,  1.87it/s]
Training 1/3 epoch (loss 0.1243):   4%|▍         | 716/16050 [11:21<2:16:30,  1.87it/s]
Training 1/3 epoch (loss 0.1243):   4%|▍         | 717/16050 [11:21<2:16:30,  1.87it/s]
Training 1/3 epoch (loss 0.7238):   4%|▍         | 717/16050 [11:22<2:16:30,  1.87it/s]
Training 1/3 epoch (loss 0.7238):   4%|▍         | 718/16050 [11:22<2:28:51,  1.72it/s]
Training 1/3 epoch (loss 0.4372):   4%|▍         | 718/16050 [11:22<2:28:51,  1.72it/s]
Training 1/3 epoch (loss 0.4372):   4%|▍         | 719/16050 [11:22<2:19:49,  1.83it/s]
Training 1/3 epoch (loss 0.0793):   4%|▍         | 719/16050 [11:23<2:19:49,  1.83it/s]
Training 1/3 epoch (loss 0.0793):   4%|▍         | 720/16050 [11:23<2:20:09,  1.82it/s]
Training 1/3 epoch (loss 0.0098):   4%|▍         | 720/16050 [11:23<2:20:09,  1.82it/s]
Training 1/3 epoch (loss 0.0098):   4%|▍         | 721/16050 [11:23<2:20:38,  1.82it/s]
Training 1/3 epoch (loss 0.6600):   4%|▍         | 721/16050 [11:24<2:20:38,  1.82it/s]
Training 1/3 epoch (loss 0.6600):   4%|▍         | 722/16050 [11:24<2:08:05,  1.99it/s]
Training 1/3 epoch (loss 0.0526):   4%|▍         | 722/16050 [11:24<2:08:05,  1.99it/s]
Training 1/3 epoch (loss 0.0526):   5%|▍         | 723/16050 [11:24<2:00:37,  2.12it/s]
Training 1/3 epoch (loss 0.0120):   5%|▍         | 723/16050 [11:25<2:00:37,  2.12it/s]
Training 1/3 epoch (loss 0.0120):   5%|▍         | 724/16050 [11:25<2:12:16,  1.93it/s]
Training 1/3 epoch (loss 0.0268):   5%|▍         | 724/16050 [11:25<2:12:16,  1.93it/s]
Training 1/3 epoch (loss 0.0268):   5%|▍         | 725/16050 [11:25<2:01:25,  2.10it/s]
Training 1/3 epoch (loss 0.0264):   5%|▍         | 725/16050 [11:25<2:01:25,  2.10it/s]
Training 1/3 epoch (loss 0.0264):   5%|▍         | 726/16050 [11:25<2:05:34,  2.03it/s]
Training 1/3 epoch (loss 0.5796):   5%|▍         | 726/16050 [11:28<2:05:34,  2.03it/s]
Training 1/3 epoch (loss 0.5796):   5%|▍         | 727/16050 [11:28<4:19:58,  1.02s/it]
Training 1/3 epoch (loss 1.0086):   5%|▍         | 727/16050 [11:28<4:19:58,  1.02s/it]
Training 1/3 epoch (loss 1.0086):   5%|▍         | 728/16050 [11:28<3:47:12,  1.12it/s]
Training 1/3 epoch (loss 0.0232):   5%|▍         | 728/16050 [11:29<3:47:12,  1.12it/s]
Training 1/3 epoch (loss 0.0232):   5%|▍         | 729/16050 [11:29<3:11:57,  1.33it/s]
Training 1/3 epoch (loss 0.4055):   5%|▍         | 729/16050 [11:29<3:11:57,  1.33it/s]
Training 1/3 epoch (loss 0.4055):   5%|▍         | 730/16050 [11:29<2:48:21,  1.52it/s]
Training 1/3 epoch (loss 0.0707):   5%|▍         | 730/16050 [11:30<2:48:21,  1.52it/s]
Training 1/3 epoch (loss 0.0707):   5%|▍         | 731/16050 [11:30<2:23:33,  1.78it/s]
Training 1/3 epoch (loss 0.0589):   5%|▍         | 731/16050 [11:30<2:23:33,  1.78it/s]
Training 1/3 epoch (loss 0.0589):   5%|▍         | 732/16050 [11:30<2:20:48,  1.81it/s]
Training 1/3 epoch (loss 0.9365):   5%|▍         | 732/16050 [11:30<2:20:48,  1.81it/s]
Training 1/3 epoch (loss 0.9365):   5%|▍         | 733/16050 [11:30<2:10:01,  1.96it/s]
Training 1/3 epoch (loss 0.0363):   5%|▍         | 733/16050 [11:31<2:10:01,  1.96it/s]
Training 1/3 epoch (loss 0.0363):   5%|▍         | 734/16050 [11:31<2:06:01,  2.03it/s]
Training 1/3 epoch (loss 0.6537):   5%|▍         | 734/16050 [11:31<2:06:01,  2.03it/s]
Training 1/3 epoch (loss 0.6537):   5%|▍         | 735/16050 [11:31<1:59:34,  2.13it/s]
Training 1/3 epoch (loss 0.6135):   5%|▍         | 735/16050 [11:32<1:59:34,  2.13it/s]
Training 1/3 epoch (loss 0.6135):   5%|▍         | 736/16050 [11:32<2:09:38,  1.97it/s]
Training 1/3 epoch (loss 0.3406):   5%|▍         | 736/16050 [11:33<2:09:38,  1.97it/s]
Training 1/3 epoch (loss 0.3406):   5%|▍         | 737/16050 [11:33<2:18:07,  1.85it/s]
Training 1/3 epoch (loss 0.0669):   5%|▍         | 737/16050 [11:33<2:18:07,  1.85it/s]
Training 1/3 epoch (loss 0.0669):   5%|▍         | 738/16050 [11:33<2:26:16,  1.74it/s]
Training 1/3 epoch (loss 0.0800):   5%|▍         | 738/16050 [11:34<2:26:16,  1.74it/s]
Training 1/3 epoch (loss 0.0800):   5%|▍         | 739/16050 [11:34<2:11:49,  1.94it/s]
Training 1/3 epoch (loss 0.0086):   5%|▍         | 739/16050 [11:34<2:11:49,  1.94it/s]
Training 1/3 epoch (loss 0.0086):   5%|▍         | 740/16050 [11:34<2:07:33,  2.00it/s]
Training 1/3 epoch (loss 0.0175):   5%|▍         | 740/16050 [11:35<2:07:33,  2.00it/s]
Training 1/3 epoch (loss 0.0175):   5%|▍         | 741/16050 [11:35<2:16:32,  1.87it/s]
Training 1/3 epoch (loss 0.0254):   5%|▍         | 741/16050 [11:35<2:16:32,  1.87it/s]
Training 1/3 epoch (loss 0.0254):   5%|▍         | 742/16050 [11:35<2:15:23,  1.88it/s]
Training 1/3 epoch (loss 0.2568):   5%|▍         | 742/16050 [11:36<2:15:23,  1.88it/s]
Training 1/3 epoch (loss 0.2568):   5%|▍         | 743/16050 [11:36<2:08:39,  1.98it/s]
Training 1/3 epoch (loss 0.1966):   5%|▍         | 743/16050 [11:36<2:08:39,  1.98it/s]
Training 1/3 epoch (loss 0.1966):   5%|▍         | 744/16050 [11:36<2:06:07,  2.02it/s]
Training 1/3 epoch (loss 0.0375):   5%|▍         | 744/16050 [11:37<2:06:07,  2.02it/s]
Training 1/3 epoch (loss 0.0375):   5%|▍         | 745/16050 [11:37<2:11:01,  1.95it/s]
Training 1/3 epoch (loss 0.4662):   5%|▍         | 745/16050 [11:37<2:11:01,  1.95it/s]
Training 1/3 epoch (loss 0.4662):   5%|▍         | 746/16050 [11:37<2:18:27,  1.84it/s]
Training 1/3 epoch (loss 0.4844):   5%|▍         | 746/16050 [11:38<2:18:27,  1.84it/s]
Training 1/3 epoch (loss 0.4844):   5%|▍         | 747/16050 [11:38<2:16:47,  1.86it/s]
Training 1/3 epoch (loss 0.0091):   5%|▍         | 747/16050 [11:38<2:16:47,  1.86it/s]
Training 1/3 epoch (loss 0.0091):   5%|▍         | 748/16050 [11:38<2:10:31,  1.95it/s]
Training 1/3 epoch (loss 0.1717):   5%|▍         | 748/16050 [11:39<2:10:31,  1.95it/s]
Training 1/3 epoch (loss 0.1717):   5%|▍         | 749/16050 [11:39<2:03:22,  2.07it/s]
Training 1/3 epoch (loss 0.8813):   5%|▍         | 749/16050 [11:39<2:03:22,  2.07it/s]
Training 1/3 epoch (loss 0.8813):   5%|▍         | 750/16050 [11:39<1:53:06,  2.25it/s]
Training 1/3 epoch (loss 0.9696):   5%|▍         | 750/16050 [11:39<1:53:06,  2.25it/s]
Training 1/3 epoch (loss 0.9696):   5%|▍         | 751/16050 [11:39<1:49:31,  2.33it/s]
Training 1/3 epoch (loss 0.0243):   5%|▍         | 751/16050 [11:40<1:49:31,  2.33it/s]
Training 1/3 epoch (loss 0.0243):   5%|▍         | 752/16050 [11:40<1:50:38,  2.30it/s]
Training 1/3 epoch (loss 0.0068):   5%|▍         | 752/16050 [11:40<1:50:38,  2.30it/s]
Training 1/3 epoch (loss 0.0068):   5%|▍         | 753/16050 [11:40<1:59:33,  2.13it/s]
Training 1/3 epoch (loss 0.3881):   5%|▍         | 753/16050 [11:41<1:59:33,  2.13it/s]
Training 1/3 epoch (loss 0.3881):   5%|▍         | 754/16050 [11:41<2:08:12,  1.99it/s]
Training 1/3 epoch (loss 0.6388):   5%|▍         | 754/16050 [11:42<2:08:12,  1.99it/s]
Training 1/3 epoch (loss 0.6388):   5%|▍         | 755/16050 [11:42<2:22:14,  1.79it/s]
Training 1/3 epoch (loss 0.0212):   5%|▍         | 755/16050 [11:42<2:22:14,  1.79it/s]
Training 1/3 epoch (loss 0.0212):   5%|▍         | 756/16050 [11:42<2:14:52,  1.89it/s]
Training 1/3 epoch (loss 0.5472):   5%|▍         | 756/16050 [11:43<2:14:52,  1.89it/s]
Training 1/3 epoch (loss 0.5472):   5%|▍         | 757/16050 [11:43<2:14:06,  1.90it/s]
Training 1/3 epoch (loss 0.4580):   5%|▍         | 757/16050 [11:43<2:14:06,  1.90it/s]
Training 1/3 epoch (loss 0.4580):   5%|▍         | 758/16050 [11:43<2:18:33,  1.84it/s]
Training 1/3 epoch (loss 0.0634):   5%|▍         | 758/16050 [11:44<2:18:33,  1.84it/s]
Training 1/3 epoch (loss 0.0634):   5%|▍         | 759/16050 [11:44<2:09:01,  1.98it/s]
Training 1/3 epoch (loss 0.3453):   5%|▍         | 759/16050 [11:44<2:09:01,  1.98it/s]
Training 1/3 epoch (loss 0.3453):   5%|▍         | 760/16050 [11:44<2:05:32,  2.03it/s]
Training 1/3 epoch (loss 0.0567):   5%|▍         | 760/16050 [11:45<2:05:32,  2.03it/s]
Training 1/3 epoch (loss 0.0567):   5%|▍         | 761/16050 [11:45<2:04:23,  2.05it/s]
Training 1/3 epoch (loss 0.0260):   5%|▍         | 761/16050 [11:45<2:04:23,  2.05it/s]
Training 1/3 epoch (loss 0.0260):   5%|▍         | 762/16050 [11:45<2:14:54,  1.89it/s]
Training 1/3 epoch (loss 0.0575):   5%|▍         | 762/16050 [11:46<2:14:54,  1.89it/s]
Training 1/3 epoch (loss 0.0575):   5%|▍         | 763/16050 [11:46<2:21:55,  1.80it/s]
Training 1/3 epoch (loss 0.1185):   5%|▍         | 763/16050 [11:46<2:21:55,  1.80it/s]
Training 1/3 epoch (loss 0.1185):   5%|▍         | 764/16050 [11:46<2:27:38,  1.73it/s]
Training 1/3 epoch (loss 0.6268):   5%|▍         | 764/16050 [11:47<2:27:38,  1.73it/s]
Training 1/3 epoch (loss 0.6268):   5%|▍         | 765/16050 [11:47<2:19:05,  1.83it/s]
Training 1/3 epoch (loss 1.4243):   5%|▍         | 765/16050 [11:47<2:19:05,  1.83it/s]
Training 1/3 epoch (loss 1.4243):   5%|▍         | 766/16050 [11:47<2:10:36,  1.95it/s]
Training 1/3 epoch (loss 0.0467):   5%|▍         | 766/16050 [11:48<2:10:36,  1.95it/s]
Training 1/3 epoch (loss 0.0467):   5%|▍         | 767/16050 [11:48<2:00:59,  2.11it/s]
Training 1/3 epoch (loss 0.0457):   5%|▍         | 767/16050 [11:48<2:00:59,  2.11it/s]
Training 1/3 epoch (loss 0.0457):   5%|▍         | 768/16050 [11:48<2:07:59,  1.99it/s]
Training 1/3 epoch (loss 0.3668):   5%|▍         | 768/16050 [11:49<2:07:59,  1.99it/s]
Training 1/3 epoch (loss 0.3668):   5%|▍         | 769/16050 [11:49<2:10:02,  1.96it/s]
Training 1/3 epoch (loss 0.0339):   5%|▍         | 769/16050 [11:49<2:10:02,  1.96it/s]
Training 1/3 epoch (loss 0.0339):   5%|▍         | 770/16050 [11:49<2:02:21,  2.08it/s]
Training 1/3 epoch (loss 0.7708):   5%|▍         | 770/16050 [11:50<2:02:21,  2.08it/s]
Training 1/3 epoch (loss 0.7708):   5%|▍         | 771/16050 [11:50<2:02:14,  2.08it/s]
Training 1/3 epoch (loss 0.0141):   5%|▍         | 771/16050 [11:50<2:02:14,  2.08it/s]
Training 1/3 epoch (loss 0.0141):   5%|▍         | 772/16050 [11:50<2:06:02,  2.02it/s]
Training 1/3 epoch (loss 0.1606):   5%|▍         | 772/16050 [11:51<2:06:02,  2.02it/s]
Training 1/3 epoch (loss 0.1606):   5%|▍         | 773/16050 [11:51<2:16:08,  1.87it/s]
Training 1/3 epoch (loss 0.4025):   5%|▍         | 773/16050 [11:51<2:16:08,  1.87it/s]
Training 1/3 epoch (loss 0.4025):   5%|▍         | 774/16050 [11:51<2:15:29,  1.88it/s]
Training 1/3 epoch (loss 0.9276):   5%|▍         | 774/16050 [11:54<2:15:29,  1.88it/s]
Training 1/3 epoch (loss 0.9276):   5%|▍         | 775/16050 [11:54<4:34:35,  1.08s/it]
Training 1/3 epoch (loss 0.0642):   5%|▍         | 775/16050 [11:54<4:34:35,  1.08s/it]
Training 1/3 epoch (loss 0.0642):   5%|▍         | 776/16050 [11:54<3:54:08,  1.09it/s]
Training 1/3 epoch (loss 0.3833):   5%|▍         | 776/16050 [11:55<3:54:08,  1.09it/s]
Training 1/3 epoch (loss 0.3833):   5%|▍         | 777/16050 [11:55<3:17:39,  1.29it/s]
Training 1/3 epoch (loss 0.0186):   5%|▍         | 777/16050 [11:55<3:17:39,  1.29it/s]
Training 1/3 epoch (loss 0.0186):   5%|▍         | 778/16050 [11:55<2:59:12,  1.42it/s]
Training 1/3 epoch (loss 0.4706):   5%|▍         | 778/16050 [11:56<2:59:12,  1.42it/s]
Training 1/3 epoch (loss 0.4706):   5%|▍         | 779/16050 [11:56<2:42:03,  1.57it/s]
Training 1/3 epoch (loss 0.0408):   5%|▍         | 779/16050 [11:56<2:42:03,  1.57it/s]
Training 1/3 epoch (loss 0.0408):   5%|▍         | 780/16050 [11:56<2:24:42,  1.76it/s]
Training 1/3 epoch (loss 0.1706):   5%|▍         | 780/16050 [11:57<2:24:42,  1.76it/s]
Training 1/3 epoch (loss 0.1706):   5%|▍         | 781/16050 [11:57<2:21:51,  1.79it/s]
Training 1/3 epoch (loss 0.0326):   5%|▍         | 781/16050 [11:57<2:21:51,  1.79it/s]
Training 1/3 epoch (loss 0.0326):   5%|▍         | 782/16050 [11:57<2:29:58,  1.70it/s]
Training 1/3 epoch (loss 0.0087):   5%|▍         | 782/16050 [11:58<2:29:58,  1.70it/s]
Training 1/3 epoch (loss 0.0087):   5%|▍         | 783/16050 [11:58<2:35:34,  1.64it/s]
Training 1/3 epoch (loss 0.0296):   5%|▍         | 783/16050 [11:59<2:35:34,  1.64it/s]
Training 1/3 epoch (loss 0.0296):   5%|▍         | 784/16050 [11:59<2:30:19,  1.69it/s]
Training 1/3 epoch (loss 0.0295):   5%|▍         | 784/16050 [11:59<2:30:19,  1.69it/s]
Training 1/3 epoch (loss 0.0295):   5%|▍         | 785/16050 [11:59<2:20:01,  1.82it/s]
Training 1/3 epoch (loss 0.0130):   5%|▍         | 785/16050 [12:00<2:20:01,  1.82it/s]
Training 1/3 epoch (loss 0.0130):   5%|▍         | 786/16050 [12:00<2:25:44,  1.75it/s]
Training 1/3 epoch (loss 0.0178):   5%|▍         | 786/16050 [12:00<2:25:44,  1.75it/s]
Training 1/3 epoch (loss 0.0178):   5%|▍         | 787/16050 [12:00<2:36:44,  1.62it/s]
Training 1/3 epoch (loss 0.0326):   5%|▍         | 787/16050 [12:01<2:36:44,  1.62it/s]
Training 1/3 epoch (loss 0.0326):   5%|▍         | 788/16050 [12:01<2:56:38,  1.44it/s]
Training 1/3 epoch (loss 0.2277):   5%|▍         | 788/16050 [12:02<2:56:38,  1.44it/s]
Training 1/3 epoch (loss 0.2277):   5%|▍         | 789/16050 [12:02<2:51:13,  1.49it/s]
Training 1/3 epoch (loss 0.6846):   5%|▍         | 789/16050 [12:02<2:51:13,  1.49it/s]
Training 1/3 epoch (loss 0.6846):   5%|▍         | 790/16050 [12:02<2:29:55,  1.70it/s]
Training 1/3 epoch (loss 0.0575):   5%|▍         | 790/16050 [12:03<2:29:55,  1.70it/s]
Training 1/3 epoch (loss 0.0575):   5%|▍         | 791/16050 [12:03<2:32:16,  1.67it/s]
Training 1/3 epoch (loss 0.3794):   5%|▍         | 791/16050 [12:03<2:32:16,  1.67it/s]
Training 1/3 epoch (loss 0.3794):   5%|▍         | 792/16050 [12:03<2:24:10,  1.76it/s]
Training 1/3 epoch (loss 0.4282):   5%|▍         | 792/16050 [12:04<2:24:10,  1.76it/s]
Training 1/3 epoch (loss 0.4282):   5%|▍         | 793/16050 [12:04<2:55:20,  1.45it/s]
Training 1/3 epoch (loss 0.5617):   5%|▍         | 793/16050 [12:05<2:55:20,  1.45it/s]
Training 1/3 epoch (loss 0.5617):   5%|▍         | 794/16050 [12:05<2:57:11,  1.43it/s]
Training 1/3 epoch (loss 0.1743):   5%|▍         | 794/16050 [12:06<2:57:11,  1.43it/s]
Training 1/3 epoch (loss 0.1743):   5%|▍         | 795/16050 [12:06<2:49:20,  1.50it/s]
Training 1/3 epoch (loss 0.1025):   5%|▍         | 795/16050 [12:06<2:49:20,  1.50it/s]
Training 1/3 epoch (loss 0.1025):   5%|▍         | 796/16050 [12:06<2:39:53,  1.59it/s]
Training 1/3 epoch (loss 0.5500):   5%|▍         | 796/16050 [12:07<2:39:53,  1.59it/s]
Training 1/3 epoch (loss 0.5500):   5%|▍         | 797/16050 [12:07<2:19:48,  1.82it/s]
Training 1/3 epoch (loss 0.2169):   5%|▍         | 797/16050 [12:07<2:19:48,  1.82it/s]
Training 1/3 epoch (loss 0.2169):   5%|▍         | 798/16050 [12:07<2:09:05,  1.97it/s]
Training 1/3 epoch (loss 0.8252):   5%|▍         | 798/16050 [12:08<2:09:05,  1.97it/s]
Training 1/3 epoch (loss 0.8252):   5%|▍         | 799/16050 [12:08<2:43:52,  1.55it/s]
Training 1/3 epoch (loss 0.3090):   5%|▍         | 799/16050 [12:08<2:43:52,  1.55it/s]
Training 1/3 epoch (loss 0.3090):   5%|▍         | 800/16050 [12:08<2:25:44,  1.74it/s]
Training 1/3 epoch (loss 0.8189):   5%|▍         | 800/16050 [12:09<2:25:44,  1.74it/s]
Training 1/3 epoch (loss 0.8189):   5%|▍         | 801/16050 [12:09<2:27:47,  1.72it/s]
Training 1/3 epoch (loss 0.7406):   5%|▍         | 801/16050 [12:09<2:27:47,  1.72it/s]
Training 1/3 epoch (loss 0.7406):   5%|▍         | 802/16050 [12:09<2:13:43,  1.90it/s]
Training 1/3 epoch (loss 0.8043):   5%|▍         | 802/16050 [12:10<2:13:43,  1.90it/s]
Training 1/3 epoch (loss 0.8043):   5%|▌         | 803/16050 [12:10<2:21:56,  1.79it/s]
Training 1/3 epoch (loss 0.3268):   5%|▌         | 803/16050 [12:11<2:21:56,  1.79it/s]
Training 1/3 epoch (loss 0.3268):   5%|▌         | 804/16050 [12:11<2:55:55,  1.44it/s]
Training 1/3 epoch (loss 0.3224):   5%|▌         | 804/16050 [12:12<2:55:55,  1.44it/s]
Training 1/3 epoch (loss 0.3224):   5%|▌         | 805/16050 [12:12<2:43:25,  1.55it/s]
Training 1/3 epoch (loss 0.5360):   5%|▌         | 805/16050 [12:12<2:43:25,  1.55it/s]
Training 1/3 epoch (loss 0.5360):   5%|▌         | 806/16050 [12:12<2:55:51,  1.44it/s]
Training 1/3 epoch (loss 0.6042):   5%|▌         | 806/16050 [12:13<2:55:51,  1.44it/s]
Training 1/3 epoch (loss 0.6042):   5%|▌         | 807/16050 [12:13<2:38:42,  1.60it/s]
Training 1/3 epoch (loss 0.0430):   5%|▌         | 807/16050 [12:13<2:38:42,  1.60it/s]
Training 1/3 epoch (loss 0.0430):   5%|▌         | 808/16050 [12:13<2:29:41,  1.70it/s]
Training 1/3 epoch (loss 0.3018):   5%|▌         | 808/16050 [12:14<2:29:41,  1.70it/s]
Training 1/3 epoch (loss 0.3018):   5%|▌         | 809/16050 [12:14<2:20:52,  1.80it/s]
Training 1/3 epoch (loss 0.8233):   5%|▌         | 809/16050 [12:14<2:20:52,  1.80it/s]
Training 1/3 epoch (loss 0.8233):   5%|▌         | 810/16050 [12:14<2:09:53,  1.96it/s]
Training 1/3 epoch (loss 0.5534):   5%|▌         | 810/16050 [12:15<2:09:53,  1.96it/s]
Training 1/3 epoch (loss 0.5534):   5%|▌         | 811/16050 [12:15<2:20:26,  1.81it/s]
Training 1/3 epoch (loss 0.1147):   5%|▌         | 811/16050 [12:16<2:20:26,  1.81it/s]
Training 1/3 epoch (loss 0.1147):   5%|▌         | 812/16050 [12:16<2:31:38,  1.67it/s]
Training 1/3 epoch (loss 0.0244):   5%|▌         | 812/16050 [12:16<2:31:38,  1.67it/s]
Training 1/3 epoch (loss 0.0244):   5%|▌         | 813/16050 [12:16<2:26:14,  1.74it/s]
Training 1/3 epoch (loss 0.0591):   5%|▌         | 813/16050 [12:17<2:26:14,  1.74it/s]
Training 1/3 epoch (loss 0.0591):   5%|▌         | 814/16050 [12:17<2:30:11,  1.69it/s]
Training 1/3 epoch (loss 0.0658):   5%|▌         | 814/16050 [12:17<2:30:11,  1.69it/s]
Training 1/3 epoch (loss 0.0658):   5%|▌         | 815/16050 [12:17<2:37:48,  1.61it/s]
Training 1/3 epoch (loss 0.0264):   5%|▌         | 815/16050 [12:18<2:37:48,  1.61it/s]
Training 1/3 epoch (loss 0.0264):   5%|▌         | 816/16050 [12:18<2:32:20,  1.67it/s]
Training 1/3 epoch (loss 0.0555):   5%|▌         | 816/16050 [12:18<2:32:20,  1.67it/s]
Training 1/3 epoch (loss 0.0555):   5%|▌         | 817/16050 [12:18<2:22:27,  1.78it/s]
Training 1/3 epoch (loss 0.0088):   5%|▌         | 817/16050 [12:19<2:22:27,  1.78it/s]
Training 1/3 epoch (loss 0.0088):   5%|▌         | 818/16050 [12:19<2:08:58,  1.97it/s]
Training 1/3 epoch (loss 0.4389):   5%|▌         | 818/16050 [12:21<2:08:58,  1.97it/s]
Training 1/3 epoch (loss 0.4389):   5%|▌         | 819/16050 [12:21<4:20:27,  1.03s/it]
Training 1/3 epoch (loss 0.0359):   5%|▌         | 819/16050 [12:22<4:20:27,  1.03s/it]
Training 1/3 epoch (loss 0.0359):   5%|▌         | 820/16050 [12:22<3:45:56,  1.12it/s]
Training 1/3 epoch (loss 0.0671):   5%|▌         | 820/16050 [12:22<3:45:56,  1.12it/s]
Training 1/3 epoch (loss 0.0671):   5%|▌         | 821/16050 [12:22<3:23:52,  1.24it/s]
Training 1/3 epoch (loss 0.0540):   5%|▌         | 821/16050 [12:23<3:23:52,  1.24it/s]
Training 1/3 epoch (loss 0.0540):   5%|▌         | 822/16050 [12:23<3:04:21,  1.38it/s]
Training 1/3 epoch (loss 0.0608):   5%|▌         | 822/16050 [12:23<3:04:21,  1.38it/s]
Training 1/3 epoch (loss 0.0608):   5%|▌         | 823/16050 [12:23<2:59:01,  1.42it/s]
Training 1/3 epoch (loss 0.0139):   5%|▌         | 823/16050 [12:24<2:59:01,  1.42it/s]
Training 1/3 epoch (loss 0.0139):   5%|▌         | 824/16050 [12:24<2:37:09,  1.61it/s]
Training 1/3 epoch (loss 0.3791):   5%|▌         | 824/16050 [12:24<2:37:09,  1.61it/s]
Training 1/3 epoch (loss 0.3791):   5%|▌         | 825/16050 [12:24<2:21:09,  1.80it/s]
Training 1/3 epoch (loss 0.6242):   5%|▌         | 825/16050 [12:25<2:21:09,  1.80it/s]
Training 1/3 epoch (loss 0.6242):   5%|▌         | 826/16050 [12:25<2:04:10,  2.04it/s]
Training 1/3 epoch (loss 0.7314):   5%|▌         | 826/16050 [12:25<2:04:10,  2.04it/s]
Training 1/3 epoch (loss 0.7314):   5%|▌         | 827/16050 [12:25<2:07:57,  1.98it/s]
Training 1/3 epoch (loss 0.1038):   5%|▌         | 827/16050 [12:26<2:07:57,  1.98it/s]
Training 1/3 epoch (loss 0.1038):   5%|▌         | 828/16050 [12:26<2:00:47,  2.10it/s]
Training 1/3 epoch (loss 0.5948):   5%|▌         | 828/16050 [12:26<2:00:47,  2.10it/s]
Training 1/3 epoch (loss 0.5948):   5%|▌         | 829/16050 [12:26<1:54:36,  2.21it/s]
Training 1/3 epoch (loss 0.0154):   5%|▌         | 829/16050 [12:26<1:54:36,  2.21it/s]
Training 1/3 epoch (loss 0.0154):   5%|▌         | 830/16050 [12:26<1:55:01,  2.21it/s]
Training 1/3 epoch (loss 0.4508):   5%|▌         | 830/16050 [12:29<1:55:01,  2.21it/s]
Training 1/3 epoch (loss 0.4508):   5%|▌         | 831/16050 [12:29<4:19:09,  1.02s/it]
Training 1/3 epoch (loss 0.1376):   5%|▌         | 831/16050 [12:29<4:19:09,  1.02s/it]
Training 1/3 epoch (loss 0.1376):   5%|▌         | 832/16050 [12:29<3:33:05,  1.19it/s]
Training 1/3 epoch (loss 0.0060):   5%|▌         | 832/16050 [12:30<3:33:05,  1.19it/s]
Training 1/3 epoch (loss 0.0060):   5%|▌         | 833/16050 [12:30<2:59:25,  1.41it/s]
Training 1/3 epoch (loss 0.7492):   5%|▌         | 833/16050 [12:30<2:59:25,  1.41it/s]
Training 1/3 epoch (loss 0.7492):   5%|▌         | 834/16050 [12:30<2:33:25,  1.65it/s]
Training 1/3 epoch (loss 0.0871):   5%|▌         | 834/16050 [12:30<2:33:25,  1.65it/s]
Training 1/3 epoch (loss 0.0871):   5%|▌         | 835/16050 [12:30<2:32:21,  1.66it/s]
Training 1/3 epoch (loss 0.6222):   5%|▌         | 835/16050 [12:31<2:32:21,  1.66it/s]
Training 1/3 epoch (loss 0.6222):   5%|▌         | 836/16050 [12:31<2:17:28,  1.84it/s]
Training 1/3 epoch (loss 0.0330):   5%|▌         | 836/16050 [12:31<2:17:28,  1.84it/s]
Training 1/3 epoch (loss 0.0330):   5%|▌         | 837/16050 [12:31<2:16:09,  1.86it/s]
Training 1/3 epoch (loss 0.6815):   5%|▌         | 837/16050 [12:32<2:16:09,  1.86it/s]
Training 1/3 epoch (loss 0.6815):   5%|▌         | 838/16050 [12:32<2:21:32,  1.79it/s]
Training 1/3 epoch (loss 0.0142):   5%|▌         | 838/16050 [12:32<2:21:32,  1.79it/s]
Training 1/3 epoch (loss 0.0142):   5%|▌         | 839/16050 [12:32<2:13:12,  1.90it/s]
Training 1/3 epoch (loss 0.0093):   5%|▌         | 839/16050 [12:33<2:13:12,  1.90it/s]
Training 1/3 epoch (loss 0.0093):   5%|▌         | 840/16050 [12:33<2:26:43,  1.73it/s]
Training 1/3 epoch (loss 0.0538):   5%|▌         | 840/16050 [12:34<2:26:43,  1.73it/s]
Training 1/3 epoch (loss 0.0538):   5%|▌         | 841/16050 [12:34<2:16:38,  1.86it/s]
Training 1/3 epoch (loss 0.2876):   5%|▌         | 841/16050 [12:34<2:16:38,  1.86it/s]
Training 1/3 epoch (loss 0.2876):   5%|▌         | 842/16050 [12:34<2:05:10,  2.02it/s]
Training 1/3 epoch (loss 0.0560):   5%|▌         | 842/16050 [12:34<2:05:10,  2.02it/s]
Training 1/3 epoch (loss 0.0560):   5%|▌         | 843/16050 [12:34<1:58:20,  2.14it/s]
Training 1/3 epoch (loss 0.0226):   5%|▌         | 843/16050 [12:35<1:58:20,  2.14it/s]
Training 1/3 epoch (loss 0.0226):   5%|▌         | 844/16050 [12:35<2:15:51,  1.87it/s]
Training 1/3 epoch (loss 0.0350):   5%|▌         | 844/16050 [12:36<2:15:51,  1.87it/s]
Training 1/3 epoch (loss 0.0350):   5%|▌         | 845/16050 [12:36<2:19:03,  1.82it/s]
Training 1/3 epoch (loss 0.6478):   5%|▌         | 845/16050 [12:36<2:19:03,  1.82it/s]
Training 1/3 epoch (loss 0.6478):   5%|▌         | 846/16050 [12:36<2:17:09,  1.85it/s]
Training 1/3 epoch (loss 0.5377):   5%|▌         | 846/16050 [12:37<2:17:09,  1.85it/s]
Training 1/3 epoch (loss 0.5377):   5%|▌         | 847/16050 [12:37<2:25:43,  1.74it/s]
Training 1/3 epoch (loss 0.8011):   5%|▌         | 847/16050 [12:37<2:25:43,  1.74it/s]
Training 1/3 epoch (loss 0.8011):   5%|▌         | 848/16050 [12:37<2:21:33,  1.79it/s]
Training 1/3 epoch (loss 0.4116):   5%|▌         | 848/16050 [12:38<2:21:33,  1.79it/s]
Training 1/3 epoch (loss 0.4116):   5%|▌         | 849/16050 [12:38<2:57:04,  1.43it/s]
Training 1/3 epoch (loss 0.0274):   5%|▌         | 849/16050 [12:39<2:57:04,  1.43it/s]
Training 1/3 epoch (loss 0.0274):   5%|▌         | 850/16050 [12:39<2:40:25,  1.58it/s]
Training 1/3 epoch (loss 0.0839):   5%|▌         | 850/16050 [12:39<2:40:25,  1.58it/s]
Training 1/3 epoch (loss 0.0839):   5%|▌         | 851/16050 [12:39<2:33:42,  1.65it/s]
Training 1/3 epoch (loss 0.3234):   5%|▌         | 851/16050 [12:41<2:33:42,  1.65it/s]
Training 1/3 epoch (loss 0.3234):   5%|▌         | 852/16050 [12:41<3:14:51,  1.30it/s]
Training 1/3 epoch (loss 0.4873):   5%|▌         | 852/16050 [12:41<3:14:51,  1.30it/s]
Training 1/3 epoch (loss 0.4873):   5%|▌         | 853/16050 [12:41<2:53:16,  1.46it/s]
Training 1/3 epoch (loss 0.0743):   5%|▌         | 853/16050 [12:41<2:53:16,  1.46it/s]
Training 1/3 epoch (loss 0.0743):   5%|▌         | 854/16050 [12:41<2:32:26,  1.66it/s]
Training 1/3 epoch (loss 0.5564):   5%|▌         | 854/16050 [12:42<2:32:26,  1.66it/s]
Training 1/3 epoch (loss 0.5564):   5%|▌         | 855/16050 [12:42<2:48:36,  1.50it/s]
Training 1/3 epoch (loss 0.0769):   5%|▌         | 855/16050 [12:43<2:48:36,  1.50it/s]
Training 1/3 epoch (loss 0.0769):   5%|▌         | 856/16050 [12:43<2:37:31,  1.61it/s]
Training 1/3 epoch (loss 0.0438):   5%|▌         | 856/16050 [12:43<2:37:31,  1.61it/s]
Training 1/3 epoch (loss 0.0438):   5%|▌         | 857/16050 [12:43<2:21:11,  1.79it/s]
Training 1/3 epoch (loss 0.4066):   5%|▌         | 857/16050 [12:45<2:21:11,  1.79it/s]
Training 1/3 epoch (loss 0.4066):   5%|▌         | 858/16050 [12:45<4:28:51,  1.06s/it]
Training 1/3 epoch (loss 0.0229):   5%|▌         | 858/16050 [12:46<4:28:51,  1.06s/it]
Training 1/3 epoch (loss 0.0229):   5%|▌         | 859/16050 [12:46<3:42:17,  1.14it/s]
Training 1/3 epoch (loss 0.1449):   5%|▌         | 859/16050 [12:46<3:42:17,  1.14it/s]
Training 1/3 epoch (loss 0.1449):   5%|▌         | 860/16050 [12:46<3:07:34,  1.35it/s]
Training 1/3 epoch (loss 0.0132):   5%|▌         | 860/16050 [12:47<3:07:34,  1.35it/s]
Training 1/3 epoch (loss 0.0132):   5%|▌         | 861/16050 [12:47<2:45:08,  1.53it/s]
Training 1/3 epoch (loss 0.5687):   5%|▌         | 861/16050 [12:47<2:45:08,  1.53it/s]
Training 1/3 epoch (loss 0.5687):   5%|▌         | 862/16050 [12:47<2:30:19,  1.68it/s]
Training 1/3 epoch (loss 0.6071):   5%|▌         | 862/16050 [12:48<2:30:19,  1.68it/s]
Training 1/3 epoch (loss 0.6071):   5%|▌         | 863/16050 [12:48<2:50:32,  1.48it/s]
Training 1/3 epoch (loss 0.1670):   5%|▌         | 863/16050 [12:49<2:50:32,  1.48it/s]
Training 1/3 epoch (loss 0.1670):   5%|▌         | 864/16050 [12:49<2:40:42,  1.57it/s]
Training 1/3 epoch (loss 0.0078):   5%|▌         | 864/16050 [12:49<2:40:42,  1.57it/s]
Training 1/3 epoch (loss 0.0078):   5%|▌         | 865/16050 [12:49<2:38:34,  1.60it/s]
Training 1/3 epoch (loss 0.8445):   5%|▌         | 865/16050 [12:50<2:38:34,  1.60it/s]
Training 1/3 epoch (loss 0.8445):   5%|▌         | 866/16050 [12:50<2:30:25,  1.68it/s]
Training 1/3 epoch (loss 0.1844):   5%|▌         | 866/16050 [12:50<2:30:25,  1.68it/s]
Training 1/3 epoch (loss 0.1844):   5%|▌         | 867/16050 [12:50<2:31:57,  1.67it/s]
Training 1/3 epoch (loss 0.0130):   5%|▌         | 867/16050 [12:51<2:31:57,  1.67it/s]
Training 1/3 epoch (loss 0.0130):   5%|▌         | 868/16050 [12:51<2:26:23,  1.73it/s]
Training 1/3 epoch (loss 0.1656):   5%|▌         | 868/16050 [12:51<2:26:23,  1.73it/s]
Training 1/3 epoch (loss 0.1656):   5%|▌         | 869/16050 [12:51<2:23:21,  1.76it/s]
Training 1/3 epoch (loss 0.3799):   5%|▌         | 869/16050 [12:54<2:23:21,  1.76it/s]
Training 1/3 epoch (loss 0.3799):   5%|▌         | 870/16050 [12:54<4:30:15,  1.07s/it]
Training 1/3 epoch (loss 0.6850):   5%|▌         | 870/16050 [12:54<4:30:15,  1.07s/it]
Training 1/3 epoch (loss 0.6850):   5%|▌         | 871/16050 [12:54<3:44:28,  1.13it/s]
Training 1/3 epoch (loss 0.0149):   5%|▌         | 871/16050 [12:55<3:44:28,  1.13it/s]
Training 1/3 epoch (loss 0.0149):   5%|▌         | 872/16050 [12:55<3:24:04,  1.24it/s]
Training 1/3 epoch (loss 0.3980):   5%|▌         | 872/16050 [12:57<3:24:04,  1.24it/s]
Training 1/3 epoch (loss 0.3980):   5%|▌         | 873/16050 [12:57<5:13:28,  1.24s/it]
Training 1/3 epoch (loss 0.0806):   5%|▌         | 873/16050 [12:58<5:13:28,  1.24s/it]
Training 1/3 epoch (loss 0.0806):   5%|▌         | 874/16050 [12:58<4:30:00,  1.07s/it]
Training 1/3 epoch (loss 0.1139):   5%|▌         | 874/16050 [12:58<4:30:00,  1.07s/it]
Training 1/3 epoch (loss 0.1139):   5%|▌         | 875/16050 [12:58<3:56:19,  1.07it/s]
Training 1/3 epoch (loss 0.2594):   5%|▌         | 875/16050 [12:59<3:56:19,  1.07it/s]
Training 1/3 epoch (loss 0.2594):   5%|▌         | 876/16050 [12:59<3:30:44,  1.20it/s]
Training 1/3 epoch (loss 0.0194):   5%|▌         | 876/16050 [13:00<3:30:44,  1.20it/s]
Training 1/3 epoch (loss 0.0194):   5%|▌         | 877/16050 [13:00<3:12:16,  1.32it/s]
Training 1/3 epoch (loss 0.0513):   5%|▌         | 877/16050 [13:00<3:12:16,  1.32it/s]
Training 1/3 epoch (loss 0.0513):   5%|▌         | 878/16050 [13:00<3:05:04,  1.37it/s]
Training 1/3 epoch (loss 0.4611):   5%|▌         | 878/16050 [13:01<3:05:04,  1.37it/s]
Training 1/3 epoch (loss 0.4611):   5%|▌         | 879/16050 [13:01<2:45:28,  1.53it/s]
Training 1/3 epoch (loss 0.0460):   5%|▌         | 879/16050 [13:01<2:45:28,  1.53it/s]
Training 1/3 epoch (loss 0.0460):   5%|▌         | 880/16050 [13:01<2:27:44,  1.71it/s]
Training 1/3 epoch (loss 0.0533):   5%|▌         | 880/16050 [13:02<2:27:44,  1.71it/s]
Training 1/3 epoch (loss 0.0533):   5%|▌         | 881/16050 [13:02<2:31:22,  1.67it/s]
Training 1/3 epoch (loss 0.0401):   5%|▌         | 881/16050 [13:02<2:31:22,  1.67it/s]
Training 1/3 epoch (loss 0.0401):   5%|▌         | 882/16050 [13:02<2:26:26,  1.73it/s]
Training 1/3 epoch (loss 0.1961):   5%|▌         | 882/16050 [13:03<2:26:26,  1.73it/s]
Training 1/3 epoch (loss 0.1961):   6%|▌         | 883/16050 [13:03<2:16:57,  1.85it/s]
Training 1/3 epoch (loss 0.0095):   6%|▌         | 883/16050 [13:03<2:16:57,  1.85it/s]
Training 1/3 epoch (loss 0.0095):   6%|▌         | 884/16050 [13:03<2:16:51,  1.85it/s]
Training 1/3 epoch (loss 0.0487):   6%|▌         | 884/16050 [13:04<2:16:51,  1.85it/s]
Training 1/3 epoch (loss 0.0487):   6%|▌         | 885/16050 [13:04<2:21:44,  1.78it/s]
Training 1/3 epoch (loss 0.0175):   6%|▌         | 885/16050 [13:04<2:21:44,  1.78it/s]
Training 1/3 epoch (loss 0.0175):   6%|▌         | 886/16050 [13:04<2:10:19,  1.94it/s]
Training 1/3 epoch (loss 0.0415):   6%|▌         | 886/16050 [13:05<2:10:19,  1.94it/s]
Training 1/3 epoch (loss 0.0415):   6%|▌         | 887/16050 [13:05<2:11:07,  1.93it/s]
Training 1/3 epoch (loss 0.0399):   6%|▌         | 887/16050 [13:05<2:11:07,  1.93it/s]
Training 1/3 epoch (loss 0.0399):   6%|▌         | 888/16050 [13:05<2:23:42,  1.76it/s]
Training 1/3 epoch (loss 0.1551):   6%|▌         | 888/16050 [13:06<2:23:42,  1.76it/s]
Training 1/3 epoch (loss 0.1551):   6%|▌         | 889/16050 [13:06<2:27:57,  1.71it/s]
Training 1/3 epoch (loss 0.2589):   6%|▌         | 889/16050 [13:06<2:27:57,  1.71it/s]
Training 1/3 epoch (loss 0.2589):   6%|▌         | 890/16050 [13:06<2:13:06,  1.90it/s]
Training 1/3 epoch (loss 0.0062):   6%|▌         | 890/16050 [13:07<2:13:06,  1.90it/s]
Training 1/3 epoch (loss 0.0062):   6%|▌         | 891/16050 [13:07<1:56:00,  2.18it/s]
Training 1/3 epoch (loss 0.3424):   6%|▌         | 891/16050 [13:07<1:56:00,  2.18it/s]
Training 1/3 epoch (loss 0.3424):   6%|▌         | 892/16050 [13:07<2:07:25,  1.98it/s]
Training 1/3 epoch (loss 0.5757):   6%|▌         | 892/16050 [13:08<2:07:25,  1.98it/s]
Training 1/3 epoch (loss 0.5757):   6%|▌         | 893/16050 [13:08<2:16:54,  1.85it/s]
Training 1/3 epoch (loss 0.3087):   6%|▌         | 893/16050 [13:08<2:16:54,  1.85it/s]
Training 1/3 epoch (loss 0.3087):   6%|▌         | 894/16050 [13:08<2:06:02,  2.00it/s]
Training 1/3 epoch (loss 0.2072):   6%|▌         | 894/16050 [13:09<2:06:02,  2.00it/s]
Training 1/3 epoch (loss 0.2072):   6%|▌         | 895/16050 [13:09<2:07:51,  1.98it/s]
Training 1/3 epoch (loss 0.1048):   6%|▌         | 895/16050 [13:10<2:07:51,  1.98it/s]
Training 1/3 epoch (loss 0.1048):   6%|▌         | 896/16050 [13:10<2:28:02,  1.71it/s]
Training 1/3 epoch (loss 0.0062):   6%|▌         | 896/16050 [13:10<2:28:02,  1.71it/s]
Training 1/3 epoch (loss 0.0062):   6%|▌         | 897/16050 [13:10<2:24:27,  1.75it/s]
Training 1/3 epoch (loss 0.2872):   6%|▌         | 897/16050 [13:11<2:24:27,  1.75it/s]
Training 1/3 epoch (loss 0.2872):   6%|▌         | 898/16050 [13:11<2:33:45,  1.64it/s]
Training 1/3 epoch (loss 0.0092):   6%|▌         | 898/16050 [13:12<2:33:45,  1.64it/s]
Training 1/3 epoch (loss 0.0092):   6%|▌         | 899/16050 [13:12<2:36:29,  1.61it/s]
Training 1/3 epoch (loss 0.5813):   6%|▌         | 899/16050 [13:12<2:36:29,  1.61it/s]
Training 1/3 epoch (loss 0.5813):   6%|▌         | 900/16050 [13:12<2:41:37,  1.56it/s]
Training 1/3 epoch (loss 0.3768):   6%|▌         | 900/16050 [13:15<2:41:37,  1.56it/s]
Training 1/3 epoch (loss 0.3768):   6%|▌         | 901/16050 [13:15<4:50:32,  1.15s/it]
Training 1/3 epoch (loss 0.0122):   6%|▌         | 901/16050 [13:15<4:50:32,  1.15s/it]
Training 1/3 epoch (loss 0.0122):   6%|▌         | 902/16050 [13:15<3:54:45,  1.08it/s]
Training 1/3 epoch (loss 0.5046):   6%|▌         | 902/16050 [13:15<3:54:45,  1.08it/s]
Training 1/3 epoch (loss 0.5046):   6%|▌         | 903/16050 [13:15<3:14:20,  1.30it/s]
Training 1/3 epoch (loss 0.5335):   6%|▌         | 903/16050 [13:16<3:14:20,  1.30it/s]
Training 1/3 epoch (loss 0.5335):   6%|▌         | 904/16050 [13:16<2:55:08,  1.44it/s]
Training 1/3 epoch (loss 0.0260):   6%|▌         | 904/16050 [13:17<2:55:08,  1.44it/s]
Training 1/3 epoch (loss 0.0260):   6%|▌         | 905/16050 [13:17<2:48:32,  1.50it/s]
Training 1/3 epoch (loss 0.0807):   6%|▌         | 905/16050 [13:17<2:48:32,  1.50it/s]
Training 1/3 epoch (loss 0.0807):   6%|▌         | 906/16050 [13:17<2:48:58,  1.49it/s]
Training 1/3 epoch (loss 0.0143):   6%|▌         | 906/16050 [13:18<2:48:58,  1.49it/s]
Training 1/3 epoch (loss 0.0143):   6%|▌         | 907/16050 [13:18<2:46:01,  1.52it/s]
Training 1/3 epoch (loss 0.3710):   6%|▌         | 907/16050 [13:20<2:46:01,  1.52it/s]
Training 1/3 epoch (loss 0.3710):   6%|▌         | 908/16050 [13:20<4:44:25,  1.13s/it]
Training 1/3 epoch (loss 0.0556):   6%|▌         | 908/16050 [13:21<4:44:25,  1.13s/it]
Training 1/3 epoch (loss 0.0556):   6%|▌         | 909/16050 [13:21<3:57:11,  1.06it/s]
Training 1/3 epoch (loss 0.4724):   6%|▌         | 909/16050 [13:21<3:57:11,  1.06it/s]
Training 1/3 epoch (loss 0.4724):   6%|▌         | 910/16050 [13:21<3:21:31,  1.25it/s]
Training 1/3 epoch (loss 0.0594):   6%|▌         | 910/16050 [13:22<3:21:31,  1.25it/s]
Training 1/3 epoch (loss 0.0594):   6%|▌         | 911/16050 [13:22<2:56:17,  1.43it/s]
Training 1/3 epoch (loss 0.0467):   6%|▌         | 911/16050 [13:22<2:56:17,  1.43it/s]
Training 1/3 epoch (loss 0.0467):   6%|▌         | 912/16050 [13:22<2:50:48,  1.48it/s]
Training 1/3 epoch (loss 1.3072):   6%|▌         | 912/16050 [13:24<2:50:48,  1.48it/s]
Training 1/3 epoch (loss 1.3072):   6%|▌         | 913/16050 [13:24<4:48:23,  1.14s/it]
Training 1/3 epoch (loss 0.0228):   6%|▌         | 913/16050 [13:25<4:48:23,  1.14s/it]
Training 1/3 epoch (loss 0.0228):   6%|▌         | 914/16050 [13:25<3:56:58,  1.06it/s]
Training 1/3 epoch (loss 0.0936):   6%|▌         | 914/16050 [13:25<3:56:58,  1.06it/s]
Training 1/3 epoch (loss 0.0936):   6%|▌         | 915/16050 [13:25<3:20:27,  1.26it/s]
Training 1/3 epoch (loss 0.6523):   6%|▌         | 915/16050 [13:26<3:20:27,  1.26it/s]
Training 1/3 epoch (loss 0.6523):   6%|▌         | 916/16050 [13:26<2:47:51,  1.50it/s]
Training 1/3 epoch (loss 0.1049):   6%|▌         | 916/16050 [13:26<2:47:51,  1.50it/s]
Training 1/3 epoch (loss 0.1049):   6%|▌         | 917/16050 [13:26<2:49:47,  1.49it/s]
Training 1/3 epoch (loss 0.0208):   6%|▌         | 917/16050 [13:27<2:49:47,  1.49it/s]
Training 1/3 epoch (loss 0.0208):   6%|▌         | 918/16050 [13:27<2:48:22,  1.50it/s]
Training 1/3 epoch (loss 0.0021):   6%|▌         | 918/16050 [13:28<2:48:22,  1.50it/s]
Training 1/3 epoch (loss 0.0021):   6%|▌         | 919/16050 [13:28<2:37:42,  1.60it/s]
Training 1/3 epoch (loss 0.0310):   6%|▌         | 919/16050 [13:28<2:37:42,  1.60it/s]
Training 1/3 epoch (loss 0.0310):   6%|▌         | 920/16050 [13:28<2:31:51,  1.66it/s]
Training 1/3 epoch (loss 0.0664):   6%|▌         | 920/16050 [13:29<2:31:51,  1.66it/s]
Training 1/3 epoch (loss 0.0664):   6%|▌         | 921/16050 [13:29<2:20:59,  1.79it/s]
Training 1/3 epoch (loss 0.3576):   6%|▌         | 921/16050 [13:29<2:20:59,  1.79it/s]
Training 1/3 epoch (loss 0.3576):   6%|▌         | 922/16050 [13:29<2:13:12,  1.89it/s]
Training 1/3 epoch (loss 0.1342):   6%|▌         | 922/16050 [13:30<2:13:12,  1.89it/s]
Training 1/3 epoch (loss 0.1342):   6%|▌         | 923/16050 [13:30<2:34:55,  1.63it/s]
Training 1/3 epoch (loss 0.6284):   6%|▌         | 923/16050 [13:30<2:34:55,  1.63it/s]
Training 1/3 epoch (loss 0.6284):   6%|▌         | 924/16050 [13:30<2:35:32,  1.62it/s]
Training 1/3 epoch (loss 0.5000):   6%|▌         | 924/16050 [13:31<2:35:32,  1.62it/s]
Training 1/3 epoch (loss 0.5000):   6%|▌         | 925/16050 [13:31<2:33:43,  1.64it/s]
Training 1/3 epoch (loss 0.4761):   6%|▌         | 925/16050 [13:32<2:33:43,  1.64it/s]
Training 1/3 epoch (loss 0.4761):   6%|▌         | 926/16050 [13:32<2:28:27,  1.70it/s]
Training 1/3 epoch (loss 0.0186):   6%|▌         | 926/16050 [13:32<2:28:27,  1.70it/s]
Training 1/3 epoch (loss 0.0186):   6%|▌         | 927/16050 [13:32<2:22:30,  1.77it/s]
Training 1/3 epoch (loss 0.7905):   6%|▌         | 927/16050 [13:33<2:22:30,  1.77it/s]
Training 1/3 epoch (loss 0.7905):   6%|▌         | 928/16050 [13:33<2:19:13,  1.81it/s]
Training 1/3 epoch (loss 0.4149):   6%|▌         | 928/16050 [13:33<2:19:13,  1.81it/s]
Training 1/3 epoch (loss 0.4149):   6%|▌         | 929/16050 [13:33<2:12:54,  1.90it/s]
Training 1/3 epoch (loss 0.0264):   6%|▌         | 929/16050 [13:33<2:12:54,  1.90it/s]
Training 1/3 epoch (loss 0.0264):   6%|▌         | 930/16050 [13:33<2:02:32,  2.06it/s]
Training 1/3 epoch (loss 0.4202):   6%|▌         | 930/16050 [13:34<2:02:32,  2.06it/s]
Training 1/3 epoch (loss 0.4202):   6%|▌         | 931/16050 [13:34<2:04:56,  2.02it/s]
Training 1/3 epoch (loss 0.0168):   6%|▌         | 931/16050 [13:35<2:04:56,  2.02it/s]
Training 1/3 epoch (loss 0.0168):   6%|▌         | 932/16050 [13:35<2:16:28,  1.85it/s]
Training 1/3 epoch (loss 0.2128):   6%|▌         | 932/16050 [13:35<2:16:28,  1.85it/s]
Training 1/3 epoch (loss 0.2128):   6%|▌         | 933/16050 [13:35<2:36:40,  1.61it/s]
Training 1/3 epoch (loss 0.0891):   6%|▌         | 933/16050 [13:36<2:36:40,  1.61it/s]
Training 1/3 epoch (loss 0.0891):   6%|▌         | 934/16050 [13:36<2:26:57,  1.71it/s]
Training 1/3 epoch (loss 0.0198):   6%|▌         | 934/16050 [13:36<2:26:57,  1.71it/s]
Training 1/3 epoch (loss 0.0198):   6%|▌         | 935/16050 [13:36<2:10:08,  1.94it/s]
Training 1/3 epoch (loss 0.8802):   6%|▌         | 935/16050 [13:37<2:10:08,  1.94it/s]
Training 1/3 epoch (loss 0.8802):   6%|▌         | 936/16050 [13:37<2:11:23,  1.92it/s]
Training 1/3 epoch (loss 0.0123):   6%|▌         | 936/16050 [13:37<2:11:23,  1.92it/s]
Training 1/3 epoch (loss 0.0123):   6%|▌         | 937/16050 [13:37<2:02:15,  2.06it/s]
Training 1/3 epoch (loss 0.3292):   6%|▌         | 937/16050 [13:38<2:02:15,  2.06it/s]
Training 1/3 epoch (loss 0.3292):   6%|▌         | 938/16050 [13:38<1:50:49,  2.27it/s]
Training 1/3 epoch (loss 0.2543):   6%|▌         | 938/16050 [13:38<1:50:49,  2.27it/s]
Training 1/3 epoch (loss 0.2543):   6%|▌         | 939/16050 [13:38<2:04:27,  2.02it/s]
Training 1/3 epoch (loss 0.0605):   6%|▌         | 939/16050 [13:39<2:04:27,  2.02it/s]
Training 1/3 epoch (loss 0.0605):   6%|▌         | 940/16050 [13:39<2:16:32,  1.84it/s]
Training 1/3 epoch (loss 0.0143):   6%|▌         | 940/16050 [13:40<2:16:32,  1.84it/s]
Training 1/3 epoch (loss 0.0143):   6%|▌         | 941/16050 [13:40<2:28:39,  1.69it/s]
Training 1/3 epoch (loss 0.5603):   6%|▌         | 941/16050 [13:40<2:28:39,  1.69it/s]
Training 1/3 epoch (loss 0.5603):   6%|▌         | 942/16050 [13:40<2:12:03,  1.91it/s]
Training 1/3 epoch (loss 0.6244):   6%|▌         | 942/16050 [13:40<2:12:03,  1.91it/s]
Training 1/3 epoch (loss 0.6244):   6%|▌         | 943/16050 [13:40<2:01:43,  2.07it/s]
Training 1/3 epoch (loss 0.0428):   6%|▌         | 943/16050 [13:41<2:01:43,  2.07it/s]
Training 1/3 epoch (loss 0.0428):   6%|▌         | 944/16050 [13:41<2:06:28,  1.99it/s]
Training 1/3 epoch (loss 0.6156):   6%|▌         | 944/16050 [13:41<2:06:28,  1.99it/s]
Training 1/3 epoch (loss 0.6156):   6%|▌         | 945/16050 [13:41<1:58:03,  2.13it/s]
Training 1/3 epoch (loss 0.0287):   6%|▌         | 945/16050 [13:42<1:58:03,  2.13it/s]
Training 1/3 epoch (loss 0.0287):   6%|▌         | 946/16050 [13:42<2:13:49,  1.88it/s]
Training 1/3 epoch (loss 0.0475):   6%|▌         | 946/16050 [13:43<2:13:49,  1.88it/s]
Training 1/3 epoch (loss 0.0475):   6%|▌         | 947/16050 [13:43<2:35:12,  1.62it/s]
Training 1/3 epoch (loss 0.0621):   6%|▌         | 947/16050 [13:43<2:35:12,  1.62it/s]
Training 1/3 epoch (loss 0.0621):   6%|▌         | 948/16050 [13:43<2:34:43,  1.63it/s]
Training 1/3 epoch (loss 0.1350):   6%|▌         | 948/16050 [13:44<2:34:43,  1.63it/s]
Training 1/3 epoch (loss 0.1350):   6%|▌         | 949/16050 [13:44<2:27:48,  1.70it/s]
Training 1/3 epoch (loss 0.0467):   6%|▌         | 949/16050 [13:44<2:27:48,  1.70it/s]
Training 1/3 epoch (loss 0.0467):   6%|▌         | 950/16050 [13:44<2:14:22,  1.87it/s]
Training 1/3 epoch (loss 0.1690):   6%|▌         | 950/16050 [13:45<2:14:22,  1.87it/s]
Training 1/3 epoch (loss 0.1690):   6%|▌         | 951/16050 [13:45<2:09:18,  1.95it/s]
Training 1/3 epoch (loss 0.1389):   6%|▌         | 951/16050 [13:45<2:09:18,  1.95it/s]
Training 1/3 epoch (loss 0.1389):   6%|▌         | 952/16050 [13:45<2:06:08,  1.99it/s]
Training 1/3 epoch (loss 0.5460):   6%|▌         | 952/16050 [13:46<2:06:08,  1.99it/s]
Training 1/3 epoch (loss 0.5460):   6%|▌         | 953/16050 [13:46<2:03:53,  2.03it/s]
Training 1/3 epoch (loss 0.2503):   6%|▌         | 953/16050 [13:46<2:03:53,  2.03it/s]
Training 1/3 epoch (loss 0.2503):   6%|▌         | 954/16050 [13:46<2:02:49,  2.05it/s]
Training 1/3 epoch (loss 0.7625):   6%|▌         | 954/16050 [13:47<2:02:49,  2.05it/s]
Training 1/3 epoch (loss 0.7625):   6%|▌         | 955/16050 [13:47<1:52:21,  2.24it/s]
Training 1/3 epoch (loss 0.2041):   6%|▌         | 955/16050 [13:47<1:52:21,  2.24it/s]
Training 1/3 epoch (loss 0.2041):   6%|▌         | 956/16050 [13:47<1:44:11,  2.41it/s]
Training 1/3 epoch (loss 0.0097):   6%|▌         | 956/16050 [13:47<1:44:11,  2.41it/s]
Training 1/3 epoch (loss 0.0097):   6%|▌         | 957/16050 [13:47<1:52:46,  2.23it/s]
Training 1/3 epoch (loss 0.4661):   6%|▌         | 957/16050 [13:48<1:52:46,  2.23it/s]
Training 1/3 epoch (loss 0.4661):   6%|▌         | 958/16050 [13:48<1:46:12,  2.37it/s]
Training 1/3 epoch (loss 0.1196):   6%|▌         | 958/16050 [13:49<1:46:12,  2.37it/s]
Training 1/3 epoch (loss 0.1196):   6%|▌         | 959/16050 [13:49<2:50:38,  1.47it/s]
Training 1/3 epoch (loss 0.0025):   6%|▌         | 959/16050 [13:49<2:50:38,  1.47it/s]
Training 1/3 epoch (loss 0.0025):   6%|▌         | 960/16050 [13:49<2:35:46,  1.61it/s]
Training 1/3 epoch (loss 0.3198):   6%|▌         | 960/16050 [13:50<2:35:46,  1.61it/s]
Training 1/3 epoch (loss 0.3198):   6%|▌         | 961/16050 [13:50<2:34:33,  1.63it/s]
Training 1/3 epoch (loss 0.0753):   6%|▌         | 961/16050 [13:51<2:34:33,  1.63it/s]
Training 1/3 epoch (loss 0.0753):   6%|▌         | 962/16050 [13:51<2:23:52,  1.75it/s]
Training 1/3 epoch (loss 0.0678):   6%|▌         | 962/16050 [13:51<2:23:52,  1.75it/s]
Training 1/3 epoch (loss 0.0678):   6%|▌         | 963/16050 [13:51<2:22:10,  1.77it/s]
Training 1/3 epoch (loss 0.0029):   6%|▌         | 963/16050 [13:51<2:22:10,  1.77it/s]
Training 1/3 epoch (loss 0.0029):   6%|▌         | 964/16050 [13:51<2:05:50,  2.00it/s]
Training 1/3 epoch (loss 0.3776):   6%|▌         | 964/16050 [13:52<2:05:50,  2.00it/s]
Training 1/3 epoch (loss 0.3776):   6%|▌         | 965/16050 [13:52<2:03:17,  2.04it/s]
Training 1/3 epoch (loss 0.8388):   6%|▌         | 965/16050 [13:54<2:03:17,  2.04it/s]
Training 1/3 epoch (loss 0.8388):   6%|▌         | 966/16050 [13:54<4:14:32,  1.01s/it]
Training 1/3 epoch (loss 0.0191):   6%|▌         | 966/16050 [13:55<4:14:32,  1.01s/it]
Training 1/3 epoch (loss 0.0191):   6%|▌         | 967/16050 [13:55<4:04:03,  1.03it/s]
Training 1/3 epoch (loss 0.5735):   6%|▌         | 967/16050 [13:56<4:04:03,  1.03it/s]
Training 1/3 epoch (loss 0.5735):   6%|▌         | 968/16050 [13:56<3:27:29,  1.21it/s]
Training 1/3 epoch (loss 0.0074):   6%|▌         | 968/16050 [13:56<3:27:29,  1.21it/s]
Training 1/3 epoch (loss 0.0074):   6%|▌         | 969/16050 [13:56<3:15:14,  1.29it/s]
Training 1/3 epoch (loss 0.0964):   6%|▌         | 969/16050 [13:57<3:15:14,  1.29it/s]
Training 1/3 epoch (loss 0.0964):   6%|▌         | 970/16050 [13:57<3:03:43,  1.37it/s]
Training 1/3 epoch (loss 0.5820):   6%|▌         | 970/16050 [13:57<3:03:43,  1.37it/s]
Training 1/3 epoch (loss 0.5820):   6%|▌         | 971/16050 [13:57<2:40:16,  1.57it/s]
Training 1/3 epoch (loss 0.0681):   6%|▌         | 971/16050 [13:58<2:40:16,  1.57it/s]
Training 1/3 epoch (loss 0.0681):   6%|▌         | 972/16050 [13:58<2:30:56,  1.66it/s]
Training 1/3 epoch (loss 0.0037):   6%|▌         | 972/16050 [13:58<2:30:56,  1.66it/s]
Training 1/3 epoch (loss 0.0037):   6%|▌         | 973/16050 [13:58<2:25:20,  1.73it/s]
Training 1/3 epoch (loss 0.0335):   6%|▌         | 973/16050 [13:59<2:25:20,  1.73it/s]
Training 1/3 epoch (loss 0.0335):   6%|▌         | 974/16050 [13:59<2:15:34,  1.85it/s]
Training 1/3 epoch (loss 0.0034):   6%|▌         | 974/16050 [13:59<2:15:34,  1.85it/s]
Training 1/3 epoch (loss 0.0034):   6%|▌         | 975/16050 [13:59<2:22:58,  1.76it/s]
Training 1/3 epoch (loss 0.1668):   6%|▌         | 975/16050 [14:00<2:22:58,  1.76it/s]
Training 1/3 epoch (loss 0.1668):   6%|▌         | 976/16050 [14:00<2:10:11,  1.93it/s]
Training 1/3 epoch (loss 0.1261):   6%|▌         | 976/16050 [14:01<2:10:11,  1.93it/s]
Training 1/3 epoch (loss 0.1261):   6%|▌         | 977/16050 [14:01<2:52:11,  1.46it/s]
Training 1/3 epoch (loss 0.8663):   6%|▌         | 977/16050 [14:03<2:52:11,  1.46it/s]
Training 1/3 epoch (loss 0.8663):   6%|▌         | 978/16050 [14:03<4:50:35,  1.16s/it]
Training 1/3 epoch (loss 0.0040):   6%|▌         | 978/16050 [14:04<4:50:35,  1.16s/it]
Training 1/3 epoch (loss 0.0040):   6%|▌         | 979/16050 [14:04<4:03:59,  1.03it/s]
Training 1/3 epoch (loss 0.5726):   6%|▌         | 979/16050 [14:04<4:03:59,  1.03it/s]
Training 1/3 epoch (loss 0.5726):   6%|▌         | 980/16050 [14:04<3:38:49,  1.15it/s]
Training 1/3 epoch (loss 0.0201):   6%|▌         | 980/16050 [14:05<3:38:49,  1.15it/s]
Training 1/3 epoch (loss 0.0201):   6%|▌         | 981/16050 [14:05<3:25:52,  1.22it/s]
Training 1/3 epoch (loss 0.0052):   6%|▌         | 981/16050 [14:05<3:25:52,  1.22it/s]
Training 1/3 epoch (loss 0.0052):   6%|▌         | 982/16050 [14:05<2:55:04,  1.43it/s]
Training 1/3 epoch (loss 0.0078):   6%|▌         | 982/16050 [14:06<2:55:04,  1.43it/s]
Training 1/3 epoch (loss 0.0078):   6%|▌         | 983/16050 [14:06<2:40:23,  1.57it/s]
Training 1/3 epoch (loss 0.0061):   6%|▌         | 983/16050 [14:07<2:40:23,  1.57it/s]
Training 1/3 epoch (loss 0.0061):   6%|▌         | 984/16050 [14:07<2:41:58,  1.55it/s]
Training 1/3 epoch (loss 0.4972):   6%|▌         | 984/16050 [14:07<2:41:58,  1.55it/s]
Training 1/3 epoch (loss 0.4972):   6%|▌         | 985/16050 [14:07<2:15:23,  1.85it/s]
Training 1/3 epoch (loss 0.1208):   6%|▌         | 985/16050 [14:07<2:15:23,  1.85it/s]
Training 1/3 epoch (loss 0.1208):   6%|▌         | 986/16050 [14:07<2:11:07,  1.91it/s]
Training 1/3 epoch (loss 0.0112):   6%|▌         | 986/16050 [14:08<2:11:07,  1.91it/s]
Training 1/3 epoch (loss 0.0112):   6%|▌         | 987/16050 [14:08<2:20:58,  1.78it/s]
Training 1/3 epoch (loss 1.0378):   6%|▌         | 987/16050 [14:09<2:20:58,  1.78it/s]
Training 1/3 epoch (loss 1.0378):   6%|▌         | 988/16050 [14:09<2:19:12,  1.80it/s]
Training 1/3 epoch (loss 0.1220):   6%|▌         | 988/16050 [14:09<2:19:12,  1.80it/s]
Training 1/3 epoch (loss 0.1220):   6%|▌         | 989/16050 [14:09<2:16:00,  1.85it/s]
Training 1/3 epoch (loss 0.1071):   6%|▌         | 989/16050 [14:10<2:16:00,  1.85it/s]
Training 1/3 epoch (loss 0.1071):   6%|▌         | 990/16050 [14:10<2:15:57,  1.85it/s]
Training 1/3 epoch (loss 0.0459):   6%|▌         | 990/16050 [14:10<2:15:57,  1.85it/s]
Training 1/3 epoch (loss 0.0459):   6%|▌         | 991/16050 [14:10<2:06:29,  1.98it/s]
Training 1/3 epoch (loss 0.0624):   6%|▌         | 991/16050 [14:11<2:06:29,  1.98it/s]
Training 1/3 epoch (loss 0.0624):   6%|▌         | 992/16050 [14:11<2:26:09,  1.72it/s]
Training 1/3 epoch (loss 0.9626):   6%|▌         | 992/16050 [14:11<2:26:09,  1.72it/s]
Training 1/3 epoch (loss 0.9626):   6%|▌         | 993/16050 [14:11<2:22:04,  1.77it/s]
Training 1/3 epoch (loss 0.4749):   6%|▌         | 993/16050 [14:12<2:22:04,  1.77it/s]
Training 1/3 epoch (loss 0.4749):   6%|▌         | 994/16050 [14:12<2:26:06,  1.72it/s]
Training 1/3 epoch (loss 0.7183):   6%|▌         | 994/16050 [14:13<2:26:06,  1.72it/s]
Training 1/3 epoch (loss 0.7183):   6%|▌         | 995/16050 [14:13<2:46:54,  1.50it/s]
Training 1/3 epoch (loss 0.1006):   6%|▌         | 995/16050 [14:13<2:46:54,  1.50it/s]
Training 1/3 epoch (loss 0.1006):   6%|▌         | 996/16050 [14:13<2:34:57,  1.62it/s]
Training 1/3 epoch (loss 0.0058):   6%|▌         | 996/16050 [14:14<2:34:57,  1.62it/s]
Training 1/3 epoch (loss 0.0058):   6%|▌         | 997/16050 [14:14<2:23:06,  1.75it/s]
Training 1/3 epoch (loss 0.0759):   6%|▌         | 997/16050 [14:14<2:23:06,  1.75it/s]
Training 1/3 epoch (loss 0.0759):   6%|▌         | 998/16050 [14:14<2:25:55,  1.72it/s]
Training 1/3 epoch (loss 0.2729):   6%|▌         | 998/16050 [14:15<2:25:55,  1.72it/s]
Training 1/3 epoch (loss 0.2729):   6%|▌         | 999/16050 [14:15<2:14:04,  1.87it/s]
Training 1/3 epoch (loss 0.0985):   6%|▌         | 999/16050 [14:15<2:14:04,  1.87it/s]
Training 1/3 epoch (loss 0.0985):   6%|▌         | 1000/16050 [14:15<2:22:13,  1.76it/s]
Training 1/3 epoch (loss 0.1155):   6%|▌         | 1000/16050 [14:16<2:22:13,  1.76it/s]
Training 1/3 epoch (loss 0.1155):   6%|▌         | 1001/16050 [14:16<2:14:11,  1.87it/s]
Training 1/3 epoch (loss 0.1063):   6%|▌         | 1001/16050 [14:16<2:14:11,  1.87it/s]
Training 1/3 epoch (loss 0.1063):   6%|▌         | 1002/16050 [14:16<2:13:08,  1.88it/s]
Training 1/3 epoch (loss 0.5980):   6%|▌         | 1002/16050 [14:17<2:13:08,  1.88it/s]
Training 1/3 epoch (loss 0.5980):   6%|▌         | 1003/16050 [14:17<2:12:25,  1.89it/s]
Training 1/3 epoch (loss 0.0283):   6%|▌         | 1003/16050 [14:17<2:12:25,  1.89it/s]
Training 1/3 epoch (loss 0.0283):   6%|▋         | 1004/16050 [14:17<2:18:03,  1.82it/s]
Training 1/3 epoch (loss 0.0793):   6%|▋         | 1004/16050 [14:18<2:18:03,  1.82it/s]
Training 1/3 epoch (loss 0.0793):   6%|▋         | 1005/16050 [14:18<2:16:10,  1.84it/s]
Training 1/3 epoch (loss 0.1281):   6%|▋         | 1005/16050 [14:19<2:16:10,  1.84it/s]
Training 1/3 epoch (loss 0.1281):   6%|▋         | 1006/16050 [14:19<2:26:59,  1.71it/s]
Training 1/3 epoch (loss 0.0511):   6%|▋         | 1006/16050 [14:19<2:26:59,  1.71it/s]
Training 1/3 epoch (loss 0.0511):   6%|▋         | 1007/16050 [14:19<2:22:06,  1.76it/s]
Training 1/3 epoch (loss 0.6990):   6%|▋         | 1007/16050 [14:20<2:22:06,  1.76it/s]
Training 1/3 epoch (loss 0.6990):   6%|▋         | 1008/16050 [14:20<3:09:49,  1.32it/s]
Training 1/3 epoch (loss 0.2385):   6%|▋         | 1008/16050 [14:21<3:09:49,  1.32it/s]
Training 1/3 epoch (loss 0.2385):   6%|▋         | 1009/16050 [14:21<2:46:18,  1.51it/s]
Training 1/3 epoch (loss 0.1054):   6%|▋         | 1009/16050 [14:22<2:46:18,  1.51it/s]
Training 1/3 epoch (loss 0.1054):   6%|▋         | 1010/16050 [14:22<2:59:39,  1.40it/s]
Training 1/3 epoch (loss 0.1795):   6%|▋         | 1010/16050 [14:22<2:59:39,  1.40it/s]
Training 1/3 epoch (loss 0.1795):   6%|▋         | 1011/16050 [14:22<2:53:25,  1.45it/s]
Training 1/3 epoch (loss 0.0202):   6%|▋         | 1011/16050 [14:23<2:53:25,  1.45it/s]
Training 1/3 epoch (loss 0.0202):   6%|▋         | 1012/16050 [14:23<2:47:49,  1.49it/s]
Training 1/3 epoch (loss 0.1028):   6%|▋         | 1012/16050 [14:24<2:47:49,  1.49it/s]
Training 1/3 epoch (loss 0.1028):   6%|▋         | 1013/16050 [14:24<2:41:57,  1.55it/s]
Training 1/3 epoch (loss 0.1958):   6%|▋         | 1013/16050 [14:24<2:41:57,  1.55it/s]
Training 1/3 epoch (loss 0.1958):   6%|▋         | 1014/16050 [14:24<2:31:55,  1.65it/s]
Training 1/3 epoch (loss 0.0050):   6%|▋         | 1014/16050 [14:25<2:31:55,  1.65it/s]
Training 1/3 epoch (loss 0.0050):   6%|▋         | 1015/16050 [14:25<2:20:02,  1.79it/s]
Training 1/3 epoch (loss 0.0233):   6%|▋         | 1015/16050 [14:25<2:20:02,  1.79it/s]
Training 1/3 epoch (loss 0.0233):   6%|▋         | 1016/16050 [14:25<2:25:12,  1.73it/s]
Training 1/3 epoch (loss 0.4781):   6%|▋         | 1016/16050 [14:26<2:25:12,  1.73it/s]
Training 1/3 epoch (loss 0.4781):   6%|▋         | 1017/16050 [14:26<2:19:41,  1.79it/s]
Training 1/3 epoch (loss 0.0951):   6%|▋         | 1017/16050 [14:26<2:19:41,  1.79it/s]
Training 1/3 epoch (loss 0.0951):   6%|▋         | 1018/16050 [14:26<2:28:36,  1.69it/s]
Training 1/3 epoch (loss 0.0830):   6%|▋         | 1018/16050 [14:27<2:28:36,  1.69it/s]
Training 1/3 epoch (loss 0.0830):   6%|▋         | 1019/16050 [14:27<2:47:50,  1.49it/s]
Training 1/3 epoch (loss 0.5575):   6%|▋         | 1019/16050 [14:28<2:47:50,  1.49it/s]
Training 1/3 epoch (loss 0.5575):   6%|▋         | 1020/16050 [14:28<2:34:19,  1.62it/s]
Training 1/3 epoch (loss 0.0061):   6%|▋         | 1020/16050 [14:28<2:34:19,  1.62it/s]
Training 1/3 epoch (loss 0.0061):   6%|▋         | 1021/16050 [14:28<2:21:32,  1.77it/s]
Training 1/3 epoch (loss 0.3620):   6%|▋         | 1021/16050 [14:29<2:21:32,  1.77it/s]
Training 1/3 epoch (loss 0.3620):   6%|▋         | 1022/16050 [14:29<2:14:38,  1.86it/s]
Training 1/3 epoch (loss 0.1312):   6%|▋         | 1022/16050 [14:29<2:14:38,  1.86it/s]
Training 1/3 epoch (loss 0.1312):   6%|▋         | 1023/16050 [14:29<2:11:34,  1.90it/s]
Training 1/3 epoch (loss 0.2031):   6%|▋         | 1023/16050 [14:30<2:11:34,  1.90it/s]
Training 1/3 epoch (loss 0.2031):   6%|▋         | 1024/16050 [14:30<2:17:16,  1.82it/s]
Training 1/3 epoch (loss 0.1884):   6%|▋         | 1024/16050 [14:30<2:17:16,  1.82it/s]
Training 1/3 epoch (loss 0.1884):   6%|▋         | 1025/16050 [14:30<2:22:58,  1.75it/s]
Training 1/3 epoch (loss 0.7334):   6%|▋         | 1025/16050 [14:31<2:22:58,  1.75it/s]
Training 1/3 epoch (loss 0.7334):   6%|▋         | 1026/16050 [14:31<2:15:51,  1.84it/s]
Training 1/3 epoch (loss 0.4790):   6%|▋         | 1026/16050 [14:31<2:15:51,  1.84it/s]
Training 1/3 epoch (loss 0.4790):   6%|▋         | 1027/16050 [14:31<2:15:15,  1.85it/s]
Training 1/3 epoch (loss 0.0294):   6%|▋         | 1027/16050 [14:32<2:15:15,  1.85it/s]
Training 1/3 epoch (loss 0.0294):   6%|▋         | 1028/16050 [14:32<2:10:30,  1.92it/s]
Training 1/3 epoch (loss 0.8157):   6%|▋         | 1028/16050 [14:32<2:10:30,  1.92it/s]
Training 1/3 epoch (loss 0.8157):   6%|▋         | 1029/16050 [14:32<2:06:58,  1.97it/s]
Training 1/3 epoch (loss 0.0610):   6%|▋         | 1029/16050 [14:33<2:06:58,  1.97it/s]
Training 1/3 epoch (loss 0.0610):   6%|▋         | 1030/16050 [14:33<2:04:43,  2.01it/s]
Training 1/3 epoch (loss 0.0285):   6%|▋         | 1030/16050 [14:33<2:04:43,  2.01it/s]
Training 1/3 epoch (loss 0.0285):   6%|▋         | 1031/16050 [14:33<1:53:55,  2.20it/s]
Training 1/3 epoch (loss 0.0214):   6%|▋         | 1031/16050 [14:34<1:53:55,  2.20it/s]
Training 1/3 epoch (loss 0.0214):   6%|▋         | 1032/16050 [14:34<2:06:50,  1.97it/s]
Training 1/3 epoch (loss 0.0985):   6%|▋         | 1032/16050 [14:35<2:06:50,  1.97it/s]
Training 1/3 epoch (loss 0.0985):   6%|▋         | 1033/16050 [14:35<2:28:13,  1.69it/s]
Training 1/3 epoch (loss 0.8445):   6%|▋         | 1033/16050 [14:35<2:28:13,  1.69it/s]
Training 1/3 epoch (loss 0.8445):   6%|▋         | 1034/16050 [14:35<2:43:51,  1.53it/s]
Training 1/3 epoch (loss 0.3461):   6%|▋         | 1034/16050 [14:36<2:43:51,  1.53it/s]
Training 1/3 epoch (loss 0.3461):   6%|▋         | 1035/16050 [14:36<2:49:05,  1.48it/s]
Training 1/3 epoch (loss 0.4866):   6%|▋         | 1035/16050 [14:38<2:49:05,  1.48it/s]
Training 1/3 epoch (loss 0.4866):   6%|▋         | 1036/16050 [14:38<4:54:32,  1.18s/it]
Training 1/3 epoch (loss 0.1156):   6%|▋         | 1036/16050 [14:39<4:54:32,  1.18s/it]
Training 1/3 epoch (loss 0.1156):   6%|▋         | 1037/16050 [14:39<4:01:53,  1.03it/s]
Training 1/3 epoch (loss 0.4912):   6%|▋         | 1037/16050 [14:39<4:01:53,  1.03it/s]
Training 1/3 epoch (loss 0.4912):   6%|▋         | 1038/16050 [14:39<3:34:39,  1.17it/s]
Training 1/3 epoch (loss 0.3658):   6%|▋         | 1038/16050 [14:40<3:34:39,  1.17it/s]
Training 1/3 epoch (loss 0.3658):   6%|▋         | 1039/16050 [14:40<3:18:31,  1.26it/s]
Training 1/3 epoch (loss 0.0379):   6%|▋         | 1039/16050 [14:41<3:18:31,  1.26it/s]
Training 1/3 epoch (loss 0.0379):   6%|▋         | 1040/16050 [14:41<2:54:10,  1.44it/s]
Training 1/3 epoch (loss 0.1629):   6%|▋         | 1040/16050 [14:41<2:54:10,  1.44it/s]
Training 1/3 epoch (loss 0.1629):   6%|▋         | 1041/16050 [14:41<2:48:35,  1.48it/s]
Training 1/3 epoch (loss 0.3483):   6%|▋         | 1041/16050 [14:42<2:48:35,  1.48it/s]
Training 1/3 epoch (loss 0.3483):   6%|▋         | 1042/16050 [14:42<2:43:31,  1.53it/s]
Training 1/3 epoch (loss 0.0077):   6%|▋         | 1042/16050 [14:43<2:43:31,  1.53it/s]
Training 1/3 epoch (loss 0.0077):   6%|▋         | 1043/16050 [14:43<2:58:10,  1.40it/s]
Training 1/3 epoch (loss 0.6942):   6%|▋         | 1043/16050 [14:43<2:58:10,  1.40it/s]
Training 1/3 epoch (loss 0.6942):   7%|▋         | 1044/16050 [14:43<2:41:27,  1.55it/s]
Training 1/3 epoch (loss 0.0463):   7%|▋         | 1044/16050 [14:43<2:41:27,  1.55it/s]
Training 1/3 epoch (loss 0.0463):   7%|▋         | 1045/16050 [14:43<2:17:23,  1.82it/s]
Training 1/3 epoch (loss 0.2292):   7%|▋         | 1045/16050 [14:44<2:17:23,  1.82it/s]
Training 1/3 epoch (loss 0.2292):   7%|▋         | 1046/16050 [14:44<2:26:12,  1.71it/s]
Training 1/3 epoch (loss 0.4026):   7%|▋         | 1046/16050 [14:46<2:26:12,  1.71it/s]
Training 1/3 epoch (loss 0.4026):   7%|▋         | 1047/16050 [14:46<4:38:19,  1.11s/it]
Training 1/3 epoch (loss 0.0641):   7%|▋         | 1047/16050 [14:47<4:38:19,  1.11s/it]
Training 1/3 epoch (loss 0.0641):   7%|▋         | 1048/16050 [14:47<4:03:14,  1.03it/s]
Training 1/3 epoch (loss 0.1422):   7%|▋         | 1048/16050 [14:48<4:03:14,  1.03it/s]
Training 1/3 epoch (loss 0.1422):   7%|▋         | 1049/16050 [14:48<3:35:08,  1.16it/s]
Training 1/3 epoch (loss 0.2960):   7%|▋         | 1049/16050 [14:50<3:35:08,  1.16it/s]
Training 1/3 epoch (loss 0.2960):   7%|▋         | 1050/16050 [14:50<5:17:35,  1.27s/it]
Training 1/3 epoch (loss 0.0121):   7%|▋         | 1050/16050 [14:51<5:17:35,  1.27s/it]
Training 1/3 epoch (loss 0.0121):   7%|▋         | 1051/16050 [14:51<4:38:12,  1.11s/it]
Training 1/3 epoch (loss 0.6076):   7%|▋         | 1051/16050 [14:51<4:38:12,  1.11s/it]
Training 1/3 epoch (loss 0.6076):   7%|▋         | 1052/16050 [14:51<3:45:34,  1.11it/s]
Training 1/3 epoch (loss 0.0066):   7%|▋         | 1052/16050 [14:52<3:45:34,  1.11it/s]
Training 1/3 epoch (loss 0.0066):   7%|▋         | 1053/16050 [14:52<3:12:27,  1.30it/s]
Training 1/3 epoch (loss 0.3017):   7%|▋         | 1053/16050 [14:52<3:12:27,  1.30it/s]
Training 1/3 epoch (loss 0.3017):   7%|▋         | 1054/16050 [14:52<2:52:56,  1.45it/s]
Training 1/3 epoch (loss 0.4780):   7%|▋         | 1054/16050 [14:53<2:52:56,  1.45it/s]
Training 1/3 epoch (loss 0.4780):   7%|▋         | 1055/16050 [14:53<2:33:01,  1.63it/s]
Training 1/3 epoch (loss 0.3571):   7%|▋         | 1055/16050 [14:53<2:33:01,  1.63it/s]
Training 1/3 epoch (loss 0.3571):   7%|▋         | 1056/16050 [14:53<2:26:31,  1.71it/s]
Training 1/3 epoch (loss 0.0991):   7%|▋         | 1056/16050 [14:54<2:26:31,  1.71it/s]
Training 1/3 epoch (loss 0.0991):   7%|▋         | 1057/16050 [14:54<2:32:04,  1.64it/s]
Training 1/3 epoch (loss 0.1339):   7%|▋         | 1057/16050 [14:54<2:32:04,  1.64it/s]
Training 1/3 epoch (loss 0.1339):   7%|▋         | 1058/16050 [14:54<2:19:43,  1.79it/s]
Training 1/3 epoch (loss 0.0140):   7%|▋         | 1058/16050 [14:55<2:19:43,  1.79it/s]
Training 1/3 epoch (loss 0.0140):   7%|▋         | 1059/16050 [14:55<2:12:39,  1.88it/s]
Training 1/3 epoch (loss 0.5823):   7%|▋         | 1059/16050 [14:55<2:12:39,  1.88it/s]
Training 1/3 epoch (loss 0.5823):   7%|▋         | 1060/16050 [14:55<2:07:28,  1.96it/s]
Training 1/3 epoch (loss 0.4071):   7%|▋         | 1060/16050 [14:56<2:07:28,  1.96it/s]
Training 1/3 epoch (loss 0.4071):   7%|▋         | 1061/16050 [14:56<2:23:20,  1.74it/s]
Training 1/3 epoch (loss 0.5569):   7%|▋         | 1061/16050 [14:56<2:23:20,  1.74it/s]
Training 1/3 epoch (loss 0.5569):   7%|▋         | 1062/16050 [14:56<2:15:29,  1.84it/s]
Training 1/3 epoch (loss 0.0855):   7%|▋         | 1062/16050 [14:57<2:15:29,  1.84it/s]
Training 1/3 epoch (loss 0.0855):   7%|▋         | 1063/16050 [14:57<2:39:09,  1.57it/s]
Training 1/3 epoch (loss 0.4103):   7%|▋         | 1063/16050 [14:57<2:39:09,  1.57it/s]
Training 1/3 epoch (loss 0.4103):   7%|▋         | 1064/16050 [14:57<2:17:18,  1.82it/s]
Training 1/3 epoch (loss 0.4101):   7%|▋         | 1064/16050 [14:58<2:17:18,  1.82it/s]
Training 1/3 epoch (loss 0.4101):   7%|▋         | 1065/16050 [14:58<1:59:00,  2.10it/s]
Training 1/3 epoch (loss 0.6327):   7%|▋         | 1065/16050 [14:58<1:59:00,  2.10it/s]
Training 1/3 epoch (loss 0.6327):   7%|▋         | 1066/16050 [14:58<1:54:43,  2.18it/s]
Training 1/3 epoch (loss 0.0632):   7%|▋         | 1066/16050 [14:59<1:54:43,  2.18it/s]
Training 1/3 epoch (loss 0.0632):   7%|▋         | 1067/16050 [14:59<2:10:53,  1.91it/s]
Training 1/3 epoch (loss 0.6233):   7%|▋         | 1067/16050 [14:59<2:10:53,  1.91it/s]
Training 1/3 epoch (loss 0.6233):   7%|▋         | 1068/16050 [14:59<2:02:05,  2.05it/s]
Training 1/3 epoch (loss 0.6352):   7%|▋         | 1068/16050 [15:00<2:02:05,  2.05it/s]
Training 1/3 epoch (loss 0.6352):   7%|▋         | 1069/16050 [15:00<1:57:09,  2.13it/s]
Training 1/3 epoch (loss 0.0071):   7%|▋         | 1069/16050 [15:00<1:57:09,  2.13it/s]
Training 1/3 epoch (loss 0.0071):   7%|▋         | 1070/16050 [15:00<1:57:20,  2.13it/s]
Training 1/3 epoch (loss 0.0284):   7%|▋         | 1070/16050 [15:01<1:57:20,  2.13it/s]
Training 1/3 epoch (loss 0.0284):   7%|▋         | 1071/16050 [15:01<1:56:23,  2.14it/s]
Training 1/3 epoch (loss 0.0266):   7%|▋         | 1071/16050 [15:01<1:56:23,  2.14it/s]
Training 1/3 epoch (loss 0.0266):   7%|▋         | 1072/16050 [15:01<2:01:33,  2.05it/s]
Training 1/3 epoch (loss 0.0593):   7%|▋         | 1072/16050 [15:02<2:01:33,  2.05it/s]
Training 1/3 epoch (loss 0.0593):   7%|▋         | 1073/16050 [15:02<1:58:40,  2.10it/s]
Training 1/3 epoch (loss 0.7695):   7%|▋         | 1073/16050 [15:02<1:58:40,  2.10it/s]
Training 1/3 epoch (loss 0.7695):   7%|▋         | 1074/16050 [15:02<1:48:45,  2.30it/s]
Training 1/3 epoch (loss 0.5200):   7%|▋         | 1074/16050 [15:02<1:48:45,  2.30it/s]
Training 1/3 epoch (loss 0.5200):   7%|▋         | 1075/16050 [15:02<1:49:49,  2.27it/s]
Training 1/3 epoch (loss 0.0926):   7%|▋         | 1075/16050 [15:03<1:49:49,  2.27it/s]
Training 1/3 epoch (loss 0.0926):   7%|▋         | 1076/16050 [15:03<2:01:59,  2.05it/s]
Training 1/3 epoch (loss 0.0199):   7%|▋         | 1076/16050 [15:04<2:01:59,  2.05it/s]
Training 1/3 epoch (loss 0.0199):   7%|▋         | 1077/16050 [15:04<2:15:42,  1.84it/s]
Training 1/3 epoch (loss 0.0900):   7%|▋         | 1077/16050 [15:04<2:15:42,  1.84it/s]
Training 1/3 epoch (loss 0.0900):   7%|▋         | 1078/16050 [15:04<2:21:12,  1.77it/s]
Training 1/3 epoch (loss 0.0079):   7%|▋         | 1078/16050 [15:05<2:21:12,  1.77it/s]
Training 1/3 epoch (loss 0.0079):   7%|▋         | 1079/16050 [15:05<2:17:07,  1.82it/s]
Training 1/3 epoch (loss 0.0359):   7%|▋         | 1079/16050 [15:05<2:17:07,  1.82it/s]
Training 1/3 epoch (loss 0.0359):   7%|▋         | 1080/16050 [15:05<2:24:08,  1.73it/s]
Training 1/3 epoch (loss 0.0985):   7%|▋         | 1080/16050 [15:06<2:24:08,  1.73it/s]
Training 1/3 epoch (loss 0.0985):   7%|▋         | 1081/16050 [15:06<2:20:25,  1.78it/s]
Training 1/3 epoch (loss 0.0188):   7%|▋         | 1081/16050 [15:06<2:20:25,  1.78it/s]
Training 1/3 epoch (loss 0.0188):   7%|▋         | 1082/16050 [15:06<2:12:32,  1.88it/s]
Training 1/3 epoch (loss 0.0240):   7%|▋         | 1082/16050 [15:07<2:12:32,  1.88it/s]
Training 1/3 epoch (loss 0.0240):   7%|▋         | 1083/16050 [15:07<1:57:12,  2.13it/s]
Training 1/3 epoch (loss 0.6854):   7%|▋         | 1083/16050 [15:07<1:57:12,  2.13it/s]
Training 1/3 epoch (loss 0.6854):   7%|▋         | 1084/16050 [15:07<1:55:09,  2.17it/s]
Training 1/3 epoch (loss 0.0382):   7%|▋         | 1084/16050 [15:08<1:55:09,  2.17it/s]
Training 1/3 epoch (loss 0.0382):   7%|▋         | 1085/16050 [15:08<1:59:25,  2.09it/s]
Training 1/3 epoch (loss 0.0101):   7%|▋         | 1085/16050 [15:08<1:59:25,  2.09it/s]
Training 1/3 epoch (loss 0.0101):   7%|▋         | 1086/16050 [15:08<1:57:46,  2.12it/s]
Training 1/3 epoch (loss 0.0934):   7%|▋         | 1086/16050 [15:09<1:57:46,  2.12it/s]
Training 1/3 epoch (loss 0.0934):   7%|▋         | 1087/16050 [15:09<2:23:16,  1.74it/s]
Training 1/3 epoch (loss 1.1205):   7%|▋         | 1087/16050 [15:09<2:23:16,  1.74it/s]
Training 1/3 epoch (loss 1.1205):   7%|▋         | 1088/16050 [15:09<2:11:04,  1.90it/s]
Training 1/3 epoch (loss 0.7483):   7%|▋         | 1088/16050 [15:10<2:11:04,  1.90it/s]
Training 1/3 epoch (loss 0.7483):   7%|▋         | 1089/16050 [15:10<2:02:10,  2.04it/s]
Training 1/3 epoch (loss 0.4437):   7%|▋         | 1089/16050 [15:10<2:02:10,  2.04it/s]
Training 1/3 epoch (loss 0.4437):   7%|▋         | 1090/16050 [15:10<2:05:18,  1.99it/s]
Training 1/3 epoch (loss 0.0042):   7%|▋         | 1090/16050 [15:11<2:05:18,  1.99it/s]
Training 1/3 epoch (loss 0.0042):   7%|▋         | 1091/16050 [15:11<1:56:42,  2.14it/s]
Training 1/3 epoch (loss 0.0176):   7%|▋         | 1091/16050 [15:12<1:56:42,  2.14it/s]
Training 1/3 epoch (loss 0.0176):   7%|▋         | 1092/16050 [15:12<2:29:08,  1.67it/s]
Training 1/3 epoch (loss 0.0787):   7%|▋         | 1092/16050 [15:12<2:29:08,  1.67it/s]
Training 1/3 epoch (loss 0.0787):   7%|▋         | 1093/16050 [15:12<2:15:41,  1.84it/s]
Training 1/3 epoch (loss 0.0601):   7%|▋         | 1093/16050 [15:12<2:15:41,  1.84it/s]
Training 1/3 epoch (loss 0.0601):   7%|▋         | 1094/16050 [15:12<2:07:53,  1.95it/s]
Training 1/3 epoch (loss 0.0930):   7%|▋         | 1094/16050 [15:13<2:07:53,  1.95it/s]
Training 1/3 epoch (loss 0.0930):   7%|▋         | 1095/16050 [15:13<2:20:45,  1.77it/s]
Training 1/3 epoch (loss 0.0385):   7%|▋         | 1095/16050 [15:14<2:20:45,  1.77it/s]
Training 1/3 epoch (loss 0.0385):   7%|▋         | 1096/16050 [15:14<2:14:05,  1.86it/s]
Training 1/3 epoch (loss 0.7872):   7%|▋         | 1096/16050 [15:14<2:14:05,  1.86it/s]
Training 1/3 epoch (loss 0.7872):   7%|▋         | 1097/16050 [15:14<2:18:28,  1.80it/s]
Training 1/3 epoch (loss 0.6744):   7%|▋         | 1097/16050 [15:15<2:18:28,  1.80it/s]
Training 1/3 epoch (loss 0.6744):   7%|▋         | 1098/16050 [15:15<2:16:26,  1.83it/s]
Training 1/3 epoch (loss 0.0518):   7%|▋         | 1098/16050 [15:15<2:16:26,  1.83it/s]
Training 1/3 epoch (loss 0.0518):   7%|▋         | 1099/16050 [15:15<2:08:06,  1.95it/s]
Training 1/3 epoch (loss 0.3161):   7%|▋         | 1099/16050 [15:16<2:08:06,  1.95it/s]
Training 1/3 epoch (loss 0.3161):   7%|▋         | 1100/16050 [15:16<2:19:50,  1.78it/s]
Training 1/3 epoch (loss 0.5716):   7%|▋         | 1100/16050 [15:16<2:19:50,  1.78it/s]
Training 1/3 epoch (loss 0.5716):   7%|▋         | 1101/16050 [15:16<2:19:11,  1.79it/s]
Training 1/3 epoch (loss 0.0988):   7%|▋         | 1101/16050 [15:17<2:19:11,  1.79it/s]
Training 1/3 epoch (loss 0.0988):   7%|▋         | 1102/16050 [15:17<2:26:36,  1.70it/s]
Training 1/3 epoch (loss 0.0451):   7%|▋         | 1102/16050 [15:18<2:26:36,  1.70it/s]
Training 1/3 epoch (loss 0.0451):   7%|▋         | 1103/16050 [15:18<2:26:44,  1.70it/s]
Training 1/3 epoch (loss 0.0122):   7%|▋         | 1103/16050 [15:19<2:26:44,  1.70it/s]
Training 1/3 epoch (loss 0.0122):   7%|▋         | 1104/16050 [15:19<3:03:59,  1.35it/s]
Training 1/3 epoch (loss 0.2989):   7%|▋         | 1104/16050 [15:20<3:03:59,  1.35it/s]
Training 1/3 epoch (loss 0.2989):   7%|▋         | 1105/16050 [15:20<3:03:16,  1.36it/s]
Training 1/3 epoch (loss 0.6196):   7%|▋         | 1105/16050 [15:20<3:03:16,  1.36it/s]
Training 1/3 epoch (loss 0.6196):   7%|▋         | 1106/16050 [15:20<2:40:11,  1.55it/s]
Training 1/3 epoch (loss 0.1048):   7%|▋         | 1106/16050 [15:21<2:40:11,  1.55it/s]
Training 1/3 epoch (loss 0.1048):   7%|▋         | 1107/16050 [15:21<2:53:54,  1.43it/s]
Training 1/3 epoch (loss 0.0070):   7%|▋         | 1107/16050 [15:21<2:53:54,  1.43it/s]
Training 1/3 epoch (loss 0.0070):   7%|▋         | 1108/16050 [15:21<2:33:46,  1.62it/s]
Training 1/3 epoch (loss 0.4835):   7%|▋         | 1108/16050 [15:22<2:33:46,  1.62it/s]
Training 1/3 epoch (loss 0.4835):   7%|▋         | 1109/16050 [15:22<2:18:50,  1.79it/s]
Training 1/3 epoch (loss 0.0205):   7%|▋         | 1109/16050 [15:22<2:18:50,  1.79it/s]
Training 1/3 epoch (loss 0.0205):   7%|▋         | 1110/16050 [15:22<2:07:46,  1.95it/s]
Training 1/3 epoch (loss 0.0505):   7%|▋         | 1110/16050 [15:22<2:07:46,  1.95it/s]
Training 1/3 epoch (loss 0.0505):   7%|▋         | 1111/16050 [15:22<2:04:58,  1.99it/s]
Training 1/3 epoch (loss 0.4573):   7%|▋         | 1111/16050 [15:23<2:04:58,  1.99it/s]
Training 1/3 epoch (loss 0.4573):   7%|▋         | 1112/16050 [15:23<2:06:20,  1.97it/s]
Training 1/3 epoch (loss 0.0134):   7%|▋         | 1112/16050 [15:23<2:06:20,  1.97it/s]
Training 1/3 epoch (loss 0.0134):   7%|▋         | 1113/16050 [15:23<1:55:22,  2.16it/s]
Training 1/3 epoch (loss 0.1175):   7%|▋         | 1113/16050 [15:24<1:55:22,  2.16it/s]
Training 1/3 epoch (loss 0.1175):   7%|▋         | 1114/16050 [15:24<2:02:05,  2.04it/s]
Training 1/3 epoch (loss 0.0565):   7%|▋         | 1114/16050 [15:25<2:02:05,  2.04it/s]
Training 1/3 epoch (loss 0.0565):   7%|▋         | 1115/16050 [15:25<2:11:11,  1.90it/s]
Training 1/3 epoch (loss 0.7523):   7%|▋         | 1115/16050 [15:25<2:11:11,  1.90it/s]
Training 1/3 epoch (loss 0.7523):   7%|▋         | 1116/16050 [15:25<1:58:06,  2.11it/s]
Training 1/3 epoch (loss 0.0124):   7%|▋         | 1116/16050 [15:26<1:58:06,  2.11it/s]
Training 1/3 epoch (loss 0.0124):   7%|▋         | 1117/16050 [15:26<2:08:57,  1.93it/s]
Training 1/3 epoch (loss 0.0502):   7%|▋         | 1117/16050 [15:26<2:08:57,  1.93it/s]
Training 1/3 epoch (loss 0.0502):   7%|▋         | 1118/16050 [15:26<2:05:54,  1.98it/s]
Training 1/3 epoch (loss 0.8032):   7%|▋         | 1118/16050 [15:27<2:05:54,  1.98it/s]
Training 1/3 epoch (loss 0.8032):   7%|▋         | 1119/16050 [15:27<2:15:34,  1.84it/s]
Training 1/3 epoch (loss 0.0171):   7%|▋         | 1119/16050 [15:27<2:15:34,  1.84it/s]
Training 1/3 epoch (loss 0.0171):   7%|▋         | 1120/16050 [15:27<2:13:28,  1.86it/s]
Training 1/3 epoch (loss 0.6461):   7%|▋         | 1120/16050 [15:27<2:13:28,  1.86it/s]
Training 1/3 epoch (loss 0.6461):   7%|▋         | 1121/16050 [15:27<1:58:57,  2.09it/s]
Training 1/3 epoch (loss 0.0117):   7%|▋         | 1121/16050 [15:28<1:58:57,  2.09it/s]
Training 1/3 epoch (loss 0.0117):   7%|▋         | 1122/16050 [15:28<2:03:49,  2.01it/s]
Training 1/3 epoch (loss 0.0072):   7%|▋         | 1122/16050 [15:28<2:03:49,  2.01it/s]
Training 1/3 epoch (loss 0.0072):   7%|▋         | 1123/16050 [15:28<1:52:39,  2.21it/s]
Training 1/3 epoch (loss 0.0467):   7%|▋         | 1123/16050 [15:29<1:52:39,  2.21it/s]
Training 1/3 epoch (loss 0.0467):   7%|▋         | 1124/16050 [15:29<1:57:53,  2.11it/s]
Training 1/3 epoch (loss 0.1767):   7%|▋         | 1124/16050 [15:30<1:57:53,  2.11it/s]
Training 1/3 epoch (loss 0.1767):   7%|▋         | 1125/16050 [15:30<2:10:24,  1.91it/s]
Training 1/3 epoch (loss 0.6490):   7%|▋         | 1125/16050 [15:30<2:10:24,  1.91it/s]
Training 1/3 epoch (loss 0.6490):   7%|▋         | 1126/16050 [15:30<2:20:21,  1.77it/s]
Training 1/3 epoch (loss 0.0970):   7%|▋         | 1126/16050 [15:31<2:20:21,  1.77it/s]
Training 1/3 epoch (loss 0.0970):   7%|▋         | 1127/16050 [15:31<2:25:15,  1.71it/s]
Training 1/3 epoch (loss 0.2421):   7%|▋         | 1127/16050 [15:31<2:25:15,  1.71it/s]
Training 1/3 epoch (loss 0.2421):   7%|▋         | 1128/16050 [15:31<2:16:58,  1.82it/s]
Training 1/3 epoch (loss 1.2842):   7%|▋         | 1128/16050 [15:32<2:16:58,  1.82it/s]
Training 1/3 epoch (loss 1.2842):   7%|▋         | 1129/16050 [15:32<2:02:43,  2.03it/s]
Training 1/3 epoch (loss 0.3500):   7%|▋         | 1129/16050 [15:32<2:02:43,  2.03it/s]
Training 1/3 epoch (loss 0.3500):   7%|▋         | 1130/16050 [15:32<2:05:01,  1.99it/s]
Training 1/3 epoch (loss 0.5500):   7%|▋         | 1130/16050 [15:33<2:05:01,  1.99it/s]
Training 1/3 epoch (loss 0.5500):   7%|▋         | 1131/16050 [15:33<2:13:20,  1.86it/s]
Training 1/3 epoch (loss 0.0176):   7%|▋         | 1131/16050 [15:33<2:13:20,  1.86it/s]
Training 1/3 epoch (loss 0.0176):   7%|▋         | 1132/16050 [15:33<2:08:04,  1.94it/s]
Training 1/3 epoch (loss 0.3377):   7%|▋         | 1132/16050 [15:34<2:08:04,  1.94it/s]
Training 1/3 epoch (loss 0.3377):   7%|▋         | 1133/16050 [15:34<2:08:46,  1.93it/s]
Training 1/3 epoch (loss 0.0070):   7%|▋         | 1133/16050 [15:35<2:08:46,  1.93it/s]
Training 1/3 epoch (loss 0.0070):   7%|▋         | 1134/16050 [15:35<2:33:02,  1.62it/s]
Training 1/3 epoch (loss 0.0289):   7%|▋         | 1134/16050 [15:35<2:33:02,  1.62it/s]
Training 1/3 epoch (loss 0.0289):   7%|▋         | 1135/16050 [15:35<2:36:37,  1.59it/s]
Training 1/3 epoch (loss 0.0332):   7%|▋         | 1135/16050 [15:36<2:36:37,  1.59it/s]
Training 1/3 epoch (loss 0.0332):   7%|▋         | 1136/16050 [15:36<2:20:19,  1.77it/s]
Training 1/3 epoch (loss 0.0580):   7%|▋         | 1136/16050 [15:37<2:20:19,  1.77it/s]
Training 1/3 epoch (loss 0.0580):   7%|▋         | 1137/16050 [15:37<2:41:34,  1.54it/s]
Training 1/3 epoch (loss 0.0064):   7%|▋         | 1137/16050 [15:37<2:41:34,  1.54it/s]
Training 1/3 epoch (loss 0.0064):   7%|▋         | 1138/16050 [15:37<2:29:44,  1.66it/s]
Training 1/3 epoch (loss 0.0788):   7%|▋         | 1138/16050 [15:38<2:29:44,  1.66it/s]
Training 1/3 epoch (loss 0.0788):   7%|▋         | 1139/16050 [15:38<2:30:00,  1.66it/s]
Training 1/3 epoch (loss 0.0425):   7%|▋         | 1139/16050 [15:38<2:30:00,  1.66it/s]
Training 1/3 epoch (loss 0.0425):   7%|▋         | 1140/16050 [15:38<2:26:08,  1.70it/s]
Training 1/3 epoch (loss 0.0219):   7%|▋         | 1140/16050 [15:39<2:26:08,  1.70it/s]
Training 1/3 epoch (loss 0.0219):   7%|▋         | 1141/16050 [15:39<2:28:11,  1.68it/s]
Training 1/3 epoch (loss 0.0249):   7%|▋         | 1141/16050 [15:39<2:28:11,  1.68it/s]
Training 1/3 epoch (loss 0.0249):   7%|▋         | 1142/16050 [15:39<2:15:53,  1.83it/s]
Training 1/3 epoch (loss 0.7193):   7%|▋         | 1142/16050 [15:40<2:15:53,  1.83it/s]
Training 1/3 epoch (loss 0.7193):   7%|▋         | 1143/16050 [15:40<2:25:20,  1.71it/s]
Training 1/3 epoch (loss 0.7701):   7%|▋         | 1143/16050 [15:41<2:25:20,  1.71it/s]
Training 1/3 epoch (loss 0.7701):   7%|▋         | 1144/16050 [15:41<2:31:38,  1.64it/s]
Training 1/3 epoch (loss 0.3861):   7%|▋         | 1144/16050 [15:41<2:31:38,  1.64it/s]
Training 1/3 epoch (loss 0.3861):   7%|▋         | 1145/16050 [15:41<2:19:13,  1.78it/s]
Training 1/3 epoch (loss 0.3744):   7%|▋         | 1145/16050 [15:41<2:19:13,  1.78it/s]
Training 1/3 epoch (loss 0.3744):   7%|▋         | 1146/16050 [15:41<1:59:49,  2.07it/s]
Training 1/3 epoch (loss 0.5636):   7%|▋         | 1146/16050 [15:44<1:59:49,  2.07it/s]
Training 1/3 epoch (loss 0.5636):   7%|▋         | 1147/16050 [15:44<4:18:49,  1.04s/it]
Training 1/3 epoch (loss 0.0495):   7%|▋         | 1147/16050 [15:44<4:18:49,  1.04s/it]
Training 1/3 epoch (loss 0.0495):   7%|▋         | 1148/16050 [15:44<3:55:17,  1.06it/s]
Training 1/3 epoch (loss 0.0409):   7%|▋         | 1148/16050 [15:45<3:55:17,  1.06it/s]
Training 1/3 epoch (loss 0.0409):   7%|▋         | 1149/16050 [15:45<3:24:42,  1.21it/s]
Training 1/3 epoch (loss 0.4034):   7%|▋         | 1149/16050 [15:45<3:24:42,  1.21it/s]
Training 1/3 epoch (loss 0.4034):   7%|▋         | 1150/16050 [15:45<2:56:21,  1.41it/s]
Training 1/3 epoch (loss 0.3431):   7%|▋         | 1150/16050 [15:46<2:56:21,  1.41it/s]
Training 1/3 epoch (loss 0.3431):   7%|▋         | 1151/16050 [15:46<2:42:02,  1.53it/s]
Training 1/3 epoch (loss 0.0333):   7%|▋         | 1151/16050 [15:46<2:42:02,  1.53it/s]
Training 1/3 epoch (loss 0.0333):   7%|▋         | 1152/16050 [15:46<2:35:38,  1.60it/s]
Training 1/3 epoch (loss 0.0161):   7%|▋         | 1152/16050 [15:47<2:35:38,  1.60it/s]
Training 1/3 epoch (loss 0.0161):   7%|▋         | 1153/16050 [15:47<2:18:42,  1.79it/s]
Training 1/3 epoch (loss 0.0224):   7%|▋         | 1153/16050 [15:48<2:18:42,  1.79it/s]
Training 1/3 epoch (loss 0.0224):   7%|▋         | 1154/16050 [15:48<2:35:15,  1.60it/s]
Training 1/3 epoch (loss 0.0105):   7%|▋         | 1154/16050 [15:48<2:35:15,  1.60it/s]
Training 1/3 epoch (loss 0.0105):   7%|▋         | 1155/16050 [15:48<2:38:06,  1.57it/s]
Training 1/3 epoch (loss 0.1109):   7%|▋         | 1155/16050 [15:49<2:38:06,  1.57it/s]
Training 1/3 epoch (loss 0.1109):   7%|▋         | 1156/16050 [15:49<2:27:44,  1.68it/s]
Training 1/3 epoch (loss 0.1036):   7%|▋         | 1156/16050 [15:49<2:27:44,  1.68it/s]
Training 1/3 epoch (loss 0.1036):   7%|▋         | 1157/16050 [15:49<2:22:20,  1.74it/s]
Training 1/3 epoch (loss 0.4645):   7%|▋         | 1157/16050 [15:50<2:22:20,  1.74it/s]
Training 1/3 epoch (loss 0.4645):   7%|▋         | 1158/16050 [15:50<2:16:41,  1.82it/s]
Training 1/3 epoch (loss 0.0405):   7%|▋         | 1158/16050 [15:51<2:16:41,  1.82it/s]
Training 1/3 epoch (loss 0.0405):   7%|▋         | 1159/16050 [15:51<2:44:48,  1.51it/s]
Training 1/3 epoch (loss 0.0939):   7%|▋         | 1159/16050 [15:52<2:44:48,  1.51it/s]
Training 1/3 epoch (loss 0.0939):   7%|▋         | 1160/16050 [15:52<2:58:53,  1.39it/s]
Training 1/3 epoch (loss 0.0102):   7%|▋         | 1160/16050 [15:52<2:58:53,  1.39it/s]
Training 1/3 epoch (loss 0.0102):   7%|▋         | 1161/16050 [15:52<2:42:52,  1.52it/s]
Training 1/3 epoch (loss 0.0497):   7%|▋         | 1161/16050 [15:53<2:42:52,  1.52it/s]
Training 1/3 epoch (loss 0.0497):   7%|▋         | 1162/16050 [15:53<2:32:08,  1.63it/s]
Training 1/3 epoch (loss 0.2520):   7%|▋         | 1162/16050 [15:53<2:32:08,  1.63it/s]
Training 1/3 epoch (loss 0.2520):   7%|▋         | 1163/16050 [15:53<2:13:21,  1.86it/s]
Training 1/3 epoch (loss 0.3400):   7%|▋         | 1163/16050 [15:54<2:13:21,  1.86it/s]
Training 1/3 epoch (loss 0.3400):   7%|▋         | 1164/16050 [15:54<2:17:47,  1.80it/s]
Training 1/3 epoch (loss 0.0217):   7%|▋         | 1164/16050 [15:54<2:17:47,  1.80it/s]
Training 1/3 epoch (loss 0.0217):   7%|▋         | 1165/16050 [15:54<2:11:37,  1.88it/s]
Training 1/3 epoch (loss 0.1595):   7%|▋         | 1165/16050 [15:55<2:11:37,  1.88it/s]
Training 1/3 epoch (loss 0.1595):   7%|▋         | 1166/16050 [15:55<2:21:28,  1.75it/s]
Training 1/3 epoch (loss 0.0225):   7%|▋         | 1166/16050 [15:55<2:21:28,  1.75it/s]
Training 1/3 epoch (loss 0.0225):   7%|▋         | 1167/16050 [15:55<2:15:21,  1.83it/s]
Training 1/3 epoch (loss 0.1900):   7%|▋         | 1167/16050 [15:56<2:15:21,  1.83it/s]
Training 1/3 epoch (loss 0.1900):   7%|▋         | 1168/16050 [15:56<2:15:09,  1.84it/s]
Training 1/3 epoch (loss 0.1215):   7%|▋         | 1168/16050 [15:57<2:15:09,  1.84it/s]
Training 1/3 epoch (loss 0.1215):   7%|▋         | 1169/16050 [15:57<2:28:50,  1.67it/s]
Training 1/3 epoch (loss 0.4509):   7%|▋         | 1169/16050 [15:57<2:28:50,  1.67it/s]
Training 1/3 epoch (loss 0.4509):   7%|▋         | 1170/16050 [15:57<2:24:59,  1.71it/s]
Training 1/3 epoch (loss 0.0142):   7%|▋         | 1170/16050 [15:58<2:24:59,  1.71it/s]
Training 1/3 epoch (loss 0.0142):   7%|▋         | 1171/16050 [15:58<2:25:05,  1.71it/s]
Training 1/3 epoch (loss 0.3455):   7%|▋         | 1171/16050 [15:58<2:25:05,  1.71it/s]
Training 1/3 epoch (loss 0.3455):   7%|▋         | 1172/16050 [15:58<2:20:50,  1.76it/s]
Training 1/3 epoch (loss 0.5094):   7%|▋         | 1172/16050 [15:58<2:20:50,  1.76it/s]
Training 1/3 epoch (loss 0.5094):   7%|▋         | 1173/16050 [15:58<2:01:42,  2.04it/s]
Training 1/3 epoch (loss 0.1363):   7%|▋         | 1173/16050 [15:59<2:01:42,  2.04it/s]
Training 1/3 epoch (loss 0.1363):   7%|▋         | 1174/16050 [15:59<2:11:00,  1.89it/s]
Training 1/3 epoch (loss 0.3865):   7%|▋         | 1174/16050 [15:59<2:11:00,  1.89it/s]
Training 1/3 epoch (loss 0.3865):   7%|▋         | 1175/16050 [15:59<1:59:16,  2.08it/s]
Training 1/3 epoch (loss 0.0476):   7%|▋         | 1175/16050 [16:00<1:59:16,  2.08it/s]
Training 1/3 epoch (loss 0.0476):   7%|▋         | 1176/16050 [16:00<2:02:07,  2.03it/s]
Training 1/3 epoch (loss 0.5796):   7%|▋         | 1176/16050 [16:01<2:02:07,  2.03it/s]
Training 1/3 epoch (loss 0.5796):   7%|▋         | 1177/16050 [16:01<2:09:22,  1.92it/s]
Training 1/3 epoch (loss 0.6925):   7%|▋         | 1177/16050 [16:01<2:09:22,  1.92it/s]
Training 1/3 epoch (loss 0.6925):   7%|▋         | 1178/16050 [16:01<1:57:04,  2.12it/s]
Training 1/3 epoch (loss 0.4904):   7%|▋         | 1178/16050 [16:02<1:57:04,  2.12it/s]
Training 1/3 epoch (loss 0.4904):   7%|▋         | 1179/16050 [16:02<2:10:11,  1.90it/s]
Training 1/3 epoch (loss 0.0821):   7%|▋         | 1179/16050 [16:02<2:10:11,  1.90it/s]
Training 1/3 epoch (loss 0.0821):   7%|▋         | 1180/16050 [16:02<1:52:38,  2.20it/s]
Training 1/3 epoch (loss 0.5759):   7%|▋         | 1180/16050 [16:02<1:52:38,  2.20it/s]
Training 1/3 epoch (loss 0.5759):   7%|▋         | 1181/16050 [16:02<2:01:09,  2.05it/s]
Training 1/3 epoch (loss 0.4589):   7%|▋         | 1181/16050 [16:03<2:01:09,  2.05it/s]
Training 1/3 epoch (loss 0.4589):   7%|▋         | 1182/16050 [16:03<2:04:20,  1.99it/s]
Training 1/3 epoch (loss 0.0245):   7%|▋         | 1182/16050 [16:03<2:04:20,  1.99it/s]
Training 1/3 epoch (loss 0.0245):   7%|▋         | 1183/16050 [16:03<2:05:56,  1.97it/s]
Training 1/3 epoch (loss 0.0100):   7%|▋         | 1183/16050 [16:04<2:05:56,  1.97it/s]
Training 1/3 epoch (loss 0.0100):   7%|▋         | 1184/16050 [16:04<1:54:52,  2.16it/s]
Training 1/3 epoch (loss 0.0423):   7%|▋         | 1184/16050 [16:04<1:54:52,  2.16it/s]
Training 1/3 epoch (loss 0.0423):   7%|▋         | 1185/16050 [16:04<1:58:25,  2.09it/s]
Training 1/3 epoch (loss 0.6019):   7%|▋         | 1185/16050 [16:05<1:58:25,  2.09it/s]
Training 1/3 epoch (loss 0.6019):   7%|▋         | 1186/16050 [16:05<2:08:01,  1.94it/s]
Training 1/3 epoch (loss 0.1833):   7%|▋         | 1186/16050 [16:06<2:08:01,  1.94it/s]
Training 1/3 epoch (loss 0.1833):   7%|▋         | 1187/16050 [16:06<2:14:13,  1.85it/s]
Training 1/3 epoch (loss 0.0191):   7%|▋         | 1187/16050 [16:06<2:14:13,  1.85it/s]
Training 1/3 epoch (loss 0.0191):   7%|▋         | 1188/16050 [16:06<2:19:29,  1.78it/s]
Training 1/3 epoch (loss 1.0194):   7%|▋         | 1188/16050 [16:07<2:19:29,  1.78it/s]
Training 1/3 epoch (loss 1.0194):   7%|▋         | 1189/16050 [16:07<2:16:21,  1.82it/s]
Training 1/3 epoch (loss 0.6269):   7%|▋         | 1189/16050 [16:07<2:16:21,  1.82it/s]
Training 1/3 epoch (loss 0.6269):   7%|▋         | 1190/16050 [16:07<2:00:48,  2.05it/s]
Training 1/3 epoch (loss 0.5400):   7%|▋         | 1190/16050 [16:09<2:00:48,  2.05it/s]
Training 1/3 epoch (loss 0.5400):   7%|▋         | 1191/16050 [16:09<4:24:07,  1.07s/it]
Training 1/3 epoch (loss 0.6173):   7%|▋         | 1191/16050 [16:10<4:24:07,  1.07s/it]
Training 1/3 epoch (loss 0.6173):   7%|▋         | 1192/16050 [16:10<4:18:35,  1.04s/it]
Training 1/3 epoch (loss 0.7535):   7%|▋         | 1192/16050 [16:11<4:18:35,  1.04s/it]
Training 1/3 epoch (loss 0.7535):   7%|▋         | 1193/16050 [16:11<3:36:56,  1.14it/s]
Training 1/3 epoch (loss 1.2576):   7%|▋         | 1193/16050 [16:11<3:36:56,  1.14it/s]
Training 1/3 epoch (loss 1.2576):   7%|▋         | 1194/16050 [16:11<3:10:01,  1.30it/s]
Training 1/3 epoch (loss 0.0216):   7%|▋         | 1194/16050 [16:12<3:10:01,  1.30it/s]
Training 1/3 epoch (loss 0.0216):   7%|▋         | 1195/16050 [16:12<2:39:06,  1.56it/s]
Training 1/3 epoch (loss 0.9038):   7%|▋         | 1195/16050 [16:12<2:39:06,  1.56it/s]
Training 1/3 epoch (loss 0.9038):   7%|▋         | 1196/16050 [16:12<2:25:28,  1.70it/s]
Training 1/3 epoch (loss 0.0167):   7%|▋         | 1196/16050 [16:13<2:25:28,  1.70it/s]
Training 1/3 epoch (loss 0.0167):   7%|▋         | 1197/16050 [16:13<2:15:35,  1.83it/s]
Training 1/3 epoch (loss 0.0910):   7%|▋         | 1197/16050 [16:13<2:15:35,  1.83it/s]
Training 1/3 epoch (loss 0.0910):   7%|▋         | 1198/16050 [16:13<2:01:26,  2.04it/s]
Training 1/3 epoch (loss 0.1724):   7%|▋         | 1198/16050 [16:14<2:01:26,  2.04it/s]
Training 1/3 epoch (loss 0.1724):   7%|▋         | 1199/16050 [16:14<2:33:40,  1.61it/s]
Training 1/3 epoch (loss 0.7222):   7%|▋         | 1199/16050 [16:14<2:33:40,  1.61it/s]
Training 1/3 epoch (loss 0.7222):   7%|▋         | 1200/16050 [16:14<2:15:35,  1.83it/s]
Training 1/3 epoch (loss 0.0129):   7%|▋         | 1200/16050 [16:15<2:15:35,  1.83it/s]
Training 1/3 epoch (loss 0.0129):   7%|▋         | 1201/16050 [16:15<2:07:24,  1.94it/s]
Training 1/3 epoch (loss 0.6223):   7%|▋         | 1201/16050 [16:15<2:07:24,  1.94it/s]
Training 1/3 epoch (loss 0.6223):   7%|▋         | 1202/16050 [16:15<2:04:46,  1.98it/s]
Training 1/3 epoch (loss 0.1034):   7%|▋         | 1202/16050 [16:16<2:04:46,  1.98it/s]
Training 1/3 epoch (loss 0.1034):   7%|▋         | 1203/16050 [16:16<2:10:17,  1.90it/s]
Training 1/3 epoch (loss 0.0598):   7%|▋         | 1203/16050 [16:16<2:10:17,  1.90it/s]
Training 1/3 epoch (loss 0.0598):   8%|▊         | 1204/16050 [16:16<2:04:35,  1.99it/s]
Training 1/3 epoch (loss 0.0673):   8%|▊         | 1204/16050 [16:17<2:04:35,  1.99it/s]
Training 1/3 epoch (loss 0.0673):   8%|▊         | 1205/16050 [16:17<1:56:36,  2.12it/s]
Training 1/3 epoch (loss 0.4093):   8%|▊         | 1205/16050 [16:17<1:56:36,  2.12it/s]
Training 1/3 epoch (loss 0.4093):   8%|▊         | 1206/16050 [16:17<2:11:26,  1.88it/s]
Training 1/3 epoch (loss 0.0297):   8%|▊         | 1206/16050 [16:18<2:11:26,  1.88it/s]
Training 1/3 epoch (loss 0.0297):   8%|▊         | 1207/16050 [16:18<2:18:41,  1.78it/s]
Training 1/3 epoch (loss 0.8854):   8%|▊         | 1207/16050 [16:19<2:18:41,  1.78it/s]
Training 1/3 epoch (loss 0.8854):   8%|▊         | 1208/16050 [16:19<2:13:04,  1.86it/s]
Training 1/3 epoch (loss 0.0594):   8%|▊         | 1208/16050 [16:19<2:13:04,  1.86it/s]
Training 1/3 epoch (loss 0.0594):   8%|▊         | 1209/16050 [16:19<1:58:15,  2.09it/s]
Training 1/3 epoch (loss 0.4823):   8%|▊         | 1209/16050 [16:20<1:58:15,  2.09it/s]
Training 1/3 epoch (loss 0.4823):   8%|▊         | 1210/16050 [16:20<2:11:32,  1.88it/s]
Training 1/3 epoch (loss 0.1059):   8%|▊         | 1210/16050 [16:20<2:11:32,  1.88it/s]
Training 1/3 epoch (loss 0.1059):   8%|▊         | 1211/16050 [16:20<2:13:02,  1.86it/s]
Training 1/3 epoch (loss 0.5513):   8%|▊         | 1211/16050 [16:20<2:13:02,  1.86it/s]
Training 1/3 epoch (loss 0.5513):   8%|▊         | 1212/16050 [16:20<2:04:40,  1.98it/s]
Training 1/3 epoch (loss 0.2886):   8%|▊         | 1212/16050 [16:23<2:04:40,  1.98it/s]
Training 1/3 epoch (loss 0.2886):   8%|▊         | 1213/16050 [16:23<4:13:36,  1.03s/it]
Training 1/3 epoch (loss 0.0041):   8%|▊         | 1213/16050 [16:23<4:13:36,  1.03s/it]
Training 1/3 epoch (loss 0.0041):   8%|▊         | 1214/16050 [16:23<3:29:20,  1.18it/s]
Training 1/3 epoch (loss 0.4755):   8%|▊         | 1214/16050 [16:24<3:29:20,  1.18it/s]
Training 1/3 epoch (loss 0.4755):   8%|▊         | 1215/16050 [16:24<3:19:35,  1.24it/s]
Training 1/3 epoch (loss 0.0073):   8%|▊         | 1215/16050 [16:24<3:19:35,  1.24it/s]
Training 1/3 epoch (loss 0.0073):   8%|▊         | 1216/16050 [16:24<2:49:43,  1.46it/s]
Training 1/3 epoch (loss 0.0109):   8%|▊         | 1216/16050 [16:25<2:49:43,  1.46it/s]
Training 1/3 epoch (loss 0.0109):   8%|▊         | 1217/16050 [16:25<2:28:55,  1.66it/s]
Training 1/3 epoch (loss 0.2269):   8%|▊         | 1217/16050 [16:25<2:28:55,  1.66it/s]
Training 1/3 epoch (loss 0.2269):   8%|▊         | 1218/16050 [16:25<2:43:50,  1.51it/s]
Training 1/3 epoch (loss 0.0386):   8%|▊         | 1218/16050 [16:26<2:43:50,  1.51it/s]
Training 1/3 epoch (loss 0.0386):   8%|▊         | 1219/16050 [16:26<2:49:36,  1.46it/s]
Training 1/3 epoch (loss 0.1083):   8%|▊         | 1219/16050 [16:27<2:49:36,  1.46it/s]
Training 1/3 epoch (loss 0.1083):   8%|▊         | 1220/16050 [16:27<3:02:54,  1.35it/s]
Training 1/3 epoch (loss 0.7346):   8%|▊         | 1220/16050 [16:27<3:02:54,  1.35it/s]
Training 1/3 epoch (loss 0.7346):   8%|▊         | 1221/16050 [16:27<2:30:44,  1.64it/s]
Training 1/3 epoch (loss 0.0242):   8%|▊         | 1221/16050 [16:28<2:30:44,  1.64it/s]
Training 1/3 epoch (loss 0.0242):   8%|▊         | 1222/16050 [16:28<2:19:33,  1.77it/s]
Training 1/3 epoch (loss 0.4963):   8%|▊         | 1222/16050 [16:28<2:19:33,  1.77it/s]
Training 1/3 epoch (loss 0.4963):   8%|▊         | 1223/16050 [16:28<2:00:51,  2.04it/s]
Training 1/3 epoch (loss 0.0360):   8%|▊         | 1223/16050 [16:29<2:00:51,  2.04it/s]
Training 1/3 epoch (loss 0.0360):   8%|▊         | 1224/16050 [16:29<2:08:13,  1.93it/s]
Training 1/3 epoch (loss 0.0315):   8%|▊         | 1224/16050 [16:30<2:08:13,  1.93it/s]
Training 1/3 epoch (loss 0.0315):   8%|▊         | 1225/16050 [16:30<2:37:31,  1.57it/s]
Training 1/3 epoch (loss 0.1742):   8%|▊         | 1225/16050 [16:31<2:37:31,  1.57it/s]
Training 1/3 epoch (loss 0.1742):   8%|▊         | 1226/16050 [16:31<3:07:56,  1.31it/s]
Training 1/3 epoch (loss 0.0557):   8%|▊         | 1226/16050 [16:32<3:07:56,  1.31it/s]
Training 1/3 epoch (loss 0.0557):   8%|▊         | 1227/16050 [16:32<3:11:58,  1.29it/s]
Training 1/3 epoch (loss 0.0121):   8%|▊         | 1227/16050 [16:32<3:11:58,  1.29it/s]
Training 1/3 epoch (loss 0.0121):   8%|▊         | 1228/16050 [16:32<2:49:59,  1.45it/s]
Training 1/3 epoch (loss 0.5600):   8%|▊         | 1228/16050 [16:33<2:49:59,  1.45it/s]
Training 1/3 epoch (loss 0.5600):   8%|▊         | 1229/16050 [16:33<2:50:34,  1.45it/s]
Training 1/3 epoch (loss 0.0027):   8%|▊         | 1229/16050 [16:33<2:50:34,  1.45it/s]
Training 1/3 epoch (loss 0.0027):   8%|▊         | 1230/16050 [16:33<2:31:31,  1.63it/s]
Training 1/3 epoch (loss 0.4101):   8%|▊         | 1230/16050 [16:35<2:31:31,  1.63it/s]
Training 1/3 epoch (loss 0.4101):   8%|▊         | 1231/16050 [16:35<4:39:28,  1.13s/it]
Training 1/3 epoch (loss 0.0195):   8%|▊         | 1231/16050 [16:36<4:39:28,  1.13s/it]
Training 1/3 epoch (loss 0.0195):   8%|▊         | 1232/16050 [16:36<3:55:30,  1.05it/s]
Training 1/3 epoch (loss 0.5745):   8%|▊         | 1232/16050 [16:36<3:55:30,  1.05it/s]
Training 1/3 epoch (loss 0.5745):   8%|▊         | 1233/16050 [16:36<3:14:51,  1.27it/s]
Training 1/3 epoch (loss 1.2854):   8%|▊         | 1233/16050 [16:37<3:14:51,  1.27it/s]
Training 1/3 epoch (loss 1.2854):   8%|▊         | 1234/16050 [16:37<2:39:33,  1.55it/s]
Training 1/3 epoch (loss 0.2957):   8%|▊         | 1234/16050 [16:37<2:39:33,  1.55it/s]
Training 1/3 epoch (loss 0.2957):   8%|▊         | 1235/16050 [16:37<2:22:50,  1.73it/s]
Training 1/3 epoch (loss 0.0512):   8%|▊         | 1235/16050 [16:38<2:22:50,  1.73it/s]
Training 1/3 epoch (loss 0.0512):   8%|▊         | 1236/16050 [16:38<2:40:55,  1.53it/s]
Training 1/3 epoch (loss 0.0056):   8%|▊         | 1236/16050 [16:38<2:40:55,  1.53it/s]
Training 1/3 epoch (loss 0.0056):   8%|▊         | 1237/16050 [16:38<2:24:58,  1.70it/s]
Training 1/3 epoch (loss 0.0231):   8%|▊         | 1237/16050 [16:39<2:24:58,  1.70it/s]
Training 1/3 epoch (loss 0.0231):   8%|▊         | 1238/16050 [16:39<2:15:39,  1.82it/s]
Training 1/3 epoch (loss 0.0874):   8%|▊         | 1238/16050 [16:40<2:15:39,  1.82it/s]
Training 1/3 epoch (loss 0.0874):   8%|▊         | 1239/16050 [16:40<2:20:59,  1.75it/s]
Training 1/3 epoch (loss 0.0085):   8%|▊         | 1239/16050 [16:40<2:20:59,  1.75it/s]
Training 1/3 epoch (loss 0.0085):   8%|▊         | 1240/16050 [16:40<2:15:19,  1.82it/s]
Training 1/3 epoch (loss 0.0722):   8%|▊         | 1240/16050 [16:41<2:15:19,  1.82it/s]
Training 1/3 epoch (loss 0.0722):   8%|▊         | 1241/16050 [16:41<2:20:29,  1.76it/s]
Training 1/3 epoch (loss 0.1270):   8%|▊         | 1241/16050 [16:41<2:20:29,  1.76it/s]
Training 1/3 epoch (loss 0.1270):   8%|▊         | 1242/16050 [16:41<2:09:27,  1.91it/s]
Training 1/3 epoch (loss 0.2085):   8%|▊         | 1242/16050 [16:42<2:09:27,  1.91it/s]
Training 1/3 epoch (loss 0.2085):   8%|▊         | 1243/16050 [16:42<2:15:39,  1.82it/s]
Training 1/3 epoch (loss 0.5122):   8%|▊         | 1243/16050 [16:42<2:15:39,  1.82it/s]
Training 1/3 epoch (loss 0.5122):   8%|▊         | 1244/16050 [16:42<2:04:18,  1.98it/s]
Training 1/3 epoch (loss 0.3952):   8%|▊         | 1244/16050 [16:42<2:04:18,  1.98it/s]
Training 1/3 epoch (loss 0.3952):   8%|▊         | 1245/16050 [16:42<1:53:05,  2.18it/s]
Training 1/3 epoch (loss 0.0291):   8%|▊         | 1245/16050 [16:43<1:53:05,  2.18it/s]
Training 1/3 epoch (loss 0.0291):   8%|▊         | 1246/16050 [16:43<1:49:49,  2.25it/s]
Training 1/3 epoch (loss 0.6811):   8%|▊         | 1246/16050 [16:43<1:49:49,  2.25it/s]
Training 1/3 epoch (loss 0.6811):   8%|▊         | 1247/16050 [16:43<1:52:16,  2.20it/s]
Training 1/3 epoch (loss 0.0560):   8%|▊         | 1247/16050 [16:44<1:52:16,  2.20it/s]
Training 1/3 epoch (loss 0.0560):   8%|▊         | 1248/16050 [16:44<2:00:17,  2.05it/s]
Training 1/3 epoch (loss 0.0263):   8%|▊         | 1248/16050 [16:44<2:00:17,  2.05it/s]
Training 1/3 epoch (loss 0.0263):   8%|▊         | 1249/16050 [16:44<1:58:20,  2.08it/s]
Training 1/3 epoch (loss 0.0023):   8%|▊         | 1249/16050 [16:45<1:58:20,  2.08it/s]
Training 1/3 epoch (loss 0.0023):   8%|▊         | 1250/16050 [16:45<2:00:20,  2.05it/s]
Training 1/3 epoch (loss 0.0107):   8%|▊         | 1250/16050 [16:45<2:00:20,  2.05it/s]
Training 1/3 epoch (loss 0.0107):   8%|▊         | 1251/16050 [16:45<1:58:56,  2.07it/s]
Training 1/3 epoch (loss 0.2751):   8%|▊         | 1251/16050 [16:46<1:58:56,  2.07it/s]
Training 1/3 epoch (loss 0.2751):   8%|▊         | 1252/16050 [16:46<2:06:54,  1.94it/s]
Training 1/3 epoch (loss 0.0360):   8%|▊         | 1252/16050 [16:47<2:06:54,  1.94it/s]
Training 1/3 epoch (loss 0.0360):   8%|▊         | 1253/16050 [16:47<2:44:20,  1.50it/s]
Training 1/3 epoch (loss 0.9749):   8%|▊         | 1253/16050 [16:48<2:44:20,  1.50it/s]
Training 1/3 epoch (loss 0.9749):   8%|▊         | 1254/16050 [16:48<3:04:45,  1.33it/s]
Training 1/3 epoch (loss 0.0142):   8%|▊         | 1254/16050 [16:48<3:04:45,  1.33it/s]
Training 1/3 epoch (loss 0.0142):   8%|▊         | 1255/16050 [16:48<2:50:23,  1.45it/s]
Training 1/3 epoch (loss 0.2762):   8%|▊         | 1255/16050 [16:49<2:50:23,  1.45it/s]
Training 1/3 epoch (loss 0.2762):   8%|▊         | 1256/16050 [16:49<2:42:58,  1.51it/s]
Training 1/3 epoch (loss 0.0804):   8%|▊         | 1256/16050 [16:50<2:42:58,  1.51it/s]
Training 1/3 epoch (loss 0.0804):   8%|▊         | 1257/16050 [16:50<2:38:50,  1.55it/s]
Training 1/3 epoch (loss 0.0096):   8%|▊         | 1257/16050 [16:50<2:38:50,  1.55it/s]
Training 1/3 epoch (loss 0.0096):   8%|▊         | 1258/16050 [16:50<2:29:19,  1.65it/s]
Training 1/3 epoch (loss 0.0473):   8%|▊         | 1258/16050 [16:51<2:29:19,  1.65it/s]
Training 1/3 epoch (loss 0.0473):   8%|▊         | 1259/16050 [16:51<2:34:14,  1.60it/s]
Training 1/3 epoch (loss 0.5895):   8%|▊         | 1259/16050 [16:51<2:34:14,  1.60it/s]
Training 1/3 epoch (loss 0.5895):   8%|▊         | 1260/16050 [16:51<2:36:51,  1.57it/s]
Training 1/3 epoch (loss 0.0341):   8%|▊         | 1260/16050 [16:52<2:36:51,  1.57it/s]
Training 1/3 epoch (loss 0.0341):   8%|▊         | 1261/16050 [16:52<2:28:47,  1.66it/s]
Training 1/3 epoch (loss 0.0067):   8%|▊         | 1261/16050 [16:52<2:28:47,  1.66it/s]
Training 1/3 epoch (loss 0.0067):   8%|▊         | 1262/16050 [16:52<2:15:15,  1.82it/s]
Training 1/3 epoch (loss 0.5529):   8%|▊         | 1262/16050 [16:53<2:15:15,  1.82it/s]
Training 1/3 epoch (loss 0.5529):   8%|▊         | 1263/16050 [16:53<2:17:19,  1.79it/s]
Training 1/3 epoch (loss 0.0719):   8%|▊         | 1263/16050 [16:54<2:17:19,  1.79it/s]
Training 1/3 epoch (loss 0.0719):   8%|▊         | 1264/16050 [16:54<2:38:52,  1.55it/s]
Training 1/3 epoch (loss 0.0127):   8%|▊         | 1264/16050 [16:54<2:38:52,  1.55it/s]
Training 1/3 epoch (loss 0.0127):   8%|▊         | 1265/16050 [16:54<2:27:38,  1.67it/s]
Training 1/3 epoch (loss 0.3064):   8%|▊         | 1265/16050 [16:55<2:27:38,  1.67it/s]
Training 1/3 epoch (loss 0.3064):   8%|▊         | 1266/16050 [16:55<2:17:34,  1.79it/s]
Training 1/3 epoch (loss 0.1237):   8%|▊         | 1266/16050 [16:55<2:17:34,  1.79it/s]
Training 1/3 epoch (loss 0.1237):   8%|▊         | 1267/16050 [16:55<2:29:22,  1.65it/s]
Training 1/3 epoch (loss 0.0049):   8%|▊         | 1267/16050 [16:56<2:29:22,  1.65it/s]
Training 1/3 epoch (loss 0.0049):   8%|▊         | 1268/16050 [16:56<2:15:28,  1.82it/s]
Training 1/3 epoch (loss 0.0173):   8%|▊         | 1268/16050 [16:56<2:15:28,  1.82it/s]
Training 1/3 epoch (loss 0.0173):   8%|▊         | 1269/16050 [16:56<2:02:57,  2.00it/s]
Training 1/3 epoch (loss 0.0185):   8%|▊         | 1269/16050 [16:57<2:02:57,  2.00it/s]
Training 1/3 epoch (loss 0.0185):   8%|▊         | 1270/16050 [16:57<1:55:38,  2.13it/s]
Training 1/3 epoch (loss 0.0104):   8%|▊         | 1270/16050 [16:57<1:55:38,  2.13it/s]
Training 1/3 epoch (loss 0.0104):   8%|▊         | 1271/16050 [16:57<2:00:37,  2.04it/s]
Training 1/3 epoch (loss 0.4182):   8%|▊         | 1271/16050 [16:58<2:00:37,  2.04it/s]
Training 1/3 epoch (loss 0.4182):   8%|▊         | 1272/16050 [16:58<2:09:52,  1.90it/s]
Training 1/3 epoch (loss 0.0948):   8%|▊         | 1272/16050 [16:58<2:09:52,  1.90it/s]
Training 1/3 epoch (loss 0.0948):   8%|▊         | 1273/16050 [16:58<2:01:31,  2.03it/s]
Training 1/3 epoch (loss 0.0477):   8%|▊         | 1273/16050 [16:59<2:01:31,  2.03it/s]
Training 1/3 epoch (loss 0.0477):   8%|▊         | 1274/16050 [16:59<2:13:09,  1.85it/s]
Training 1/3 epoch (loss 0.8866):   8%|▊         | 1274/16050 [16:59<2:13:09,  1.85it/s]
Training 1/3 epoch (loss 0.8866):   8%|▊         | 1275/16050 [16:59<2:07:03,  1.94it/s]
Training 1/3 epoch (loss 0.0156):   8%|▊         | 1275/16050 [17:00<2:07:03,  1.94it/s]
Training 1/3 epoch (loss 0.0156):   8%|▊         | 1276/16050 [17:00<2:06:19,  1.95it/s]
Training 1/3 epoch (loss 0.1837):   8%|▊         | 1276/16050 [17:00<2:06:19,  1.95it/s]
Training 1/3 epoch (loss 0.1837):   8%|▊         | 1277/16050 [17:00<1:57:35,  2.09it/s]
Training 1/3 epoch (loss 0.5688):   8%|▊         | 1277/16050 [17:01<1:57:35,  2.09it/s]
Training 1/3 epoch (loss 0.5688):   8%|▊         | 1278/16050 [17:01<1:52:23,  2.19it/s]
Training 1/3 epoch (loss 0.6187):   8%|▊         | 1278/16050 [17:01<1:52:23,  2.19it/s]
Training 1/3 epoch (loss 0.6187):   8%|▊         | 1279/16050 [17:01<1:52:45,  2.18it/s]
Training 1/3 epoch (loss 0.0128):   8%|▊         | 1279/16050 [17:02<1:52:45,  2.18it/s]
Training 1/3 epoch (loss 0.0128):   8%|▊         | 1280/16050 [17:02<1:47:44,  2.28it/s]
Training 1/3 epoch (loss 0.3598):   8%|▊         | 1280/16050 [17:02<1:47:44,  2.28it/s]
Training 1/3 epoch (loss 0.3598):   8%|▊         | 1281/16050 [17:02<1:41:08,  2.43it/s]
Training 1/3 epoch (loss 0.0217):   8%|▊         | 1281/16050 [17:02<1:41:08,  2.43it/s]
Training 1/3 epoch (loss 0.0217):   8%|▊         | 1282/16050 [17:02<1:49:22,  2.25it/s]
Training 1/3 epoch (loss 0.7225):   8%|▊         | 1282/16050 [17:03<1:49:22,  2.25it/s]
Training 1/3 epoch (loss 0.7225):   8%|▊         | 1283/16050 [17:03<2:08:04,  1.92it/s]
Training 1/3 epoch (loss 0.3835):   8%|▊         | 1283/16050 [17:05<2:08:04,  1.92it/s]
Training 1/3 epoch (loss 0.3835):   8%|▊         | 1284/16050 [17:05<4:22:13,  1.07s/it]
Training 1/3 epoch (loss 0.0026):   8%|▊         | 1284/16050 [17:06<4:22:13,  1.07s/it]
Training 1/3 epoch (loss 0.0026):   8%|▊         | 1285/16050 [17:06<3:38:02,  1.13it/s]
Training 1/3 epoch (loss 0.1019):   8%|▊         | 1285/16050 [17:07<3:38:02,  1.13it/s]
Training 1/3 epoch (loss 0.1019):   8%|▊         | 1286/16050 [17:07<3:24:41,  1.20it/s]
Training 1/3 epoch (loss 0.1316):   8%|▊         | 1286/16050 [17:07<3:24:41,  1.20it/s]
Training 1/3 epoch (loss 0.1316):   8%|▊         | 1287/16050 [17:07<3:11:15,  1.29it/s]
Training 1/3 epoch (loss 0.6510):   8%|▊         | 1287/16050 [17:09<3:11:15,  1.29it/s]
Training 1/3 epoch (loss 0.6510):   8%|▊         | 1288/16050 [17:09<3:46:04,  1.09it/s]
Training 1/3 epoch (loss 0.1727):   8%|▊         | 1288/16050 [17:09<3:46:04,  1.09it/s]
Training 1/3 epoch (loss 0.1727):   8%|▊         | 1289/16050 [17:09<3:12:36,  1.28it/s]
Training 1/3 epoch (loss 0.0176):   8%|▊         | 1289/16050 [17:09<3:12:36,  1.28it/s]
Training 1/3 epoch (loss 0.0176):   8%|▊         | 1290/16050 [17:09<2:37:41,  1.56it/s]
Training 1/3 epoch (loss 0.2121):   8%|▊         | 1290/16050 [17:10<2:37:41,  1.56it/s]
Training 1/3 epoch (loss 0.2121):   8%|▊         | 1291/16050 [17:10<2:25:17,  1.69it/s]
Training 1/3 epoch (loss 0.0021):   8%|▊         | 1291/16050 [17:10<2:25:17,  1.69it/s]
Training 1/3 epoch (loss 0.0021):   8%|▊         | 1292/16050 [17:10<2:30:20,  1.64it/s]
Training 1/3 epoch (loss 0.8235):   8%|▊         | 1292/16050 [17:11<2:30:20,  1.64it/s]
Training 1/3 epoch (loss 0.8235):   8%|▊         | 1293/16050 [17:11<2:20:03,  1.76it/s]
Training 1/3 epoch (loss 0.0029):   8%|▊         | 1293/16050 [17:12<2:20:03,  1.76it/s]
Training 1/3 epoch (loss 0.0029):   8%|▊         | 1294/16050 [17:12<2:28:58,  1.65it/s]
Training 1/3 epoch (loss 0.0329):   8%|▊         | 1294/16050 [17:12<2:28:58,  1.65it/s]
Training 1/3 epoch (loss 0.0329):   8%|▊         | 1295/16050 [17:12<2:24:04,  1.71it/s]
Training 1/3 epoch (loss 0.2078):   8%|▊         | 1295/16050 [17:14<2:24:04,  1.71it/s]
Training 1/3 epoch (loss 0.2078):   8%|▊         | 1296/16050 [17:14<4:35:15,  1.12s/it]
Training 1/3 epoch (loss 0.0181):   8%|▊         | 1296/16050 [17:15<4:35:15,  1.12s/it]
Training 1/3 epoch (loss 0.0181):   8%|▊         | 1297/16050 [17:15<3:47:23,  1.08it/s]
Training 1/3 epoch (loss 0.0246):   8%|▊         | 1297/16050 [17:15<3:47:23,  1.08it/s]
Training 1/3 epoch (loss 0.0246):   8%|▊         | 1298/16050 [17:15<3:11:25,  1.28it/s]
Training 1/3 epoch (loss 0.0208):   8%|▊         | 1298/16050 [17:16<3:11:25,  1.28it/s]
Training 1/3 epoch (loss 0.0208):   8%|▊         | 1299/16050 [17:16<2:43:52,  1.50it/s]
Training 1/3 epoch (loss 0.0540):   8%|▊         | 1299/16050 [17:16<2:43:52,  1.50it/s]
Training 1/3 epoch (loss 0.0540):   8%|▊         | 1300/16050 [17:16<2:20:18,  1.75it/s]
Training 1/3 epoch (loss 0.0302):   8%|▊         | 1300/16050 [17:17<2:20:18,  1.75it/s]
Training 1/3 epoch (loss 0.0302):   8%|▊         | 1301/16050 [17:17<2:22:21,  1.73it/s]
Training 1/3 epoch (loss 0.0710):   8%|▊         | 1301/16050 [17:17<2:22:21,  1.73it/s]
Training 1/3 epoch (loss 0.0710):   8%|▊         | 1302/16050 [17:17<2:33:02,  1.61it/s]
Training 1/3 epoch (loss 0.0459):   8%|▊         | 1302/16050 [17:18<2:33:02,  1.61it/s]
Training 1/3 epoch (loss 0.0459):   8%|▊         | 1303/16050 [17:18<2:36:37,  1.57it/s]
Training 1/3 epoch (loss 0.4996):   8%|▊         | 1303/16050 [17:19<2:36:37,  1.57it/s]
Training 1/3 epoch (loss 0.4996):   8%|▊         | 1304/16050 [17:19<2:46:37,  1.47it/s]
Training 1/3 epoch (loss 0.3724):   8%|▊         | 1304/16050 [17:20<2:46:37,  1.47it/s]
Training 1/3 epoch (loss 0.3724):   8%|▊         | 1305/16050 [17:20<2:42:47,  1.51it/s]
Training 1/3 epoch (loss 0.0162):   8%|▊         | 1305/16050 [17:20<2:42:47,  1.51it/s]
Training 1/3 epoch (loss 0.0162):   8%|▊         | 1306/16050 [17:20<2:24:24,  1.70it/s]
Training 1/3 epoch (loss 0.1569):   8%|▊         | 1306/16050 [17:21<2:24:24,  1.70it/s]
Training 1/3 epoch (loss 0.1569):   8%|▊         | 1307/16050 [17:21<2:30:07,  1.64it/s]
Training 1/3 epoch (loss 0.0035):   8%|▊         | 1307/16050 [17:21<2:30:07,  1.64it/s]
Training 1/3 epoch (loss 0.0035):   8%|▊         | 1308/16050 [17:21<2:48:35,  1.46it/s]
Training 1/3 epoch (loss 0.4628):   8%|▊         | 1308/16050 [17:22<2:48:35,  1.46it/s]
Training 1/3 epoch (loss 0.4628):   8%|▊         | 1309/16050 [17:22<2:25:10,  1.69it/s]
Training 1/3 epoch (loss 0.1010):   8%|▊         | 1309/16050 [17:22<2:25:10,  1.69it/s]
Training 1/3 epoch (loss 0.1010):   8%|▊         | 1310/16050 [17:22<2:24:36,  1.70it/s]
Training 1/3 epoch (loss 0.0427):   8%|▊         | 1310/16050 [17:23<2:24:36,  1.70it/s]
Training 1/3 epoch (loss 0.0427):   8%|▊         | 1311/16050 [17:23<2:15:09,  1.82it/s]
Training 1/3 epoch (loss 0.0068):   8%|▊         | 1311/16050 [17:23<2:15:09,  1.82it/s]
Training 1/3 epoch (loss 0.0068):   8%|▊         | 1312/16050 [17:23<1:57:07,  2.10it/s]
Training 1/3 epoch (loss 0.0051):   8%|▊         | 1312/16050 [17:24<1:57:07,  2.10it/s]
Training 1/3 epoch (loss 0.0051):   8%|▊         | 1313/16050 [17:24<1:56:52,  2.10it/s]
Training 1/3 epoch (loss 0.0077):   8%|▊         | 1313/16050 [17:24<1:56:52,  2.10it/s]
Training 1/3 epoch (loss 0.0077):   8%|▊         | 1314/16050 [17:24<1:54:52,  2.14it/s]
Training 1/3 epoch (loss 0.5961):   8%|▊         | 1314/16050 [17:25<1:54:52,  2.14it/s]
Training 1/3 epoch (loss 0.5961):   8%|▊         | 1315/16050 [17:25<1:54:06,  2.15it/s]
Training 1/3 epoch (loss 0.0086):   8%|▊         | 1315/16050 [17:25<1:54:06,  2.15it/s]
Training 1/3 epoch (loss 0.0086):   8%|▊         | 1316/16050 [17:25<1:57:57,  2.08it/s]
Training 1/3 epoch (loss 0.0791):   8%|▊         | 1316/16050 [17:26<1:57:57,  2.08it/s]
Training 1/3 epoch (loss 0.0791):   8%|▊         | 1317/16050 [17:26<1:55:51,  2.12it/s]
Training 1/3 epoch (loss 0.7006):   8%|▊         | 1317/16050 [17:26<1:55:51,  2.12it/s]
Training 1/3 epoch (loss 0.7006):   8%|▊         | 1318/16050 [17:26<1:50:54,  2.21it/s]
Training 1/3 epoch (loss 0.0668):   8%|▊         | 1318/16050 [17:27<1:50:54,  2.21it/s]
Training 1/3 epoch (loss 0.0668):   8%|▊         | 1319/16050 [17:27<2:03:18,  1.99it/s]
Training 1/3 epoch (loss 0.0215):   8%|▊         | 1319/16050 [17:27<2:03:18,  1.99it/s]
Training 1/3 epoch (loss 0.0215):   8%|▊         | 1320/16050 [17:27<1:57:07,  2.10it/s]
Training 1/3 epoch (loss 0.0588):   8%|▊         | 1320/16050 [17:27<1:57:07,  2.10it/s]
Training 1/3 epoch (loss 0.0588):   8%|▊         | 1321/16050 [17:27<1:54:46,  2.14it/s]
Training 1/3 epoch (loss 0.2768):   8%|▊         | 1321/16050 [17:28<1:54:46,  2.14it/s]
Training 1/3 epoch (loss 0.2768):   8%|▊         | 1322/16050 [17:28<2:04:51,  1.97it/s]
Training 1/3 epoch (loss 0.1040):   8%|▊         | 1322/16050 [17:28<2:04:51,  1.97it/s]
Training 1/3 epoch (loss 0.1040):   8%|▊         | 1323/16050 [17:28<1:54:22,  2.15it/s]
Training 1/3 epoch (loss 0.0613):   8%|▊         | 1323/16050 [17:29<1:54:22,  2.15it/s]
Training 1/3 epoch (loss 0.0613):   8%|▊         | 1324/16050 [17:29<2:03:31,  1.99it/s]
Training 1/3 epoch (loss 0.0086):   8%|▊         | 1324/16050 [17:29<2:03:31,  1.99it/s]
Training 1/3 epoch (loss 0.0086):   8%|▊         | 1325/16050 [17:29<1:48:33,  2.26it/s]
Training 1/3 epoch (loss 0.1707):   8%|▊         | 1325/16050 [17:30<1:48:33,  2.26it/s]
Training 1/3 epoch (loss 0.1707):   8%|▊         | 1326/16050 [17:30<2:15:43,  1.81it/s]
Training 1/3 epoch (loss 0.4885):   8%|▊         | 1326/16050 [17:31<2:15:43,  1.81it/s]
Training 1/3 epoch (loss 0.4885):   8%|▊         | 1327/16050 [17:31<2:06:34,  1.94it/s]
Training 1/3 epoch (loss 0.2139):   8%|▊         | 1327/16050 [17:31<2:06:34,  1.94it/s]
Training 1/3 epoch (loss 0.2139):   8%|▊         | 1328/16050 [17:31<2:07:37,  1.92it/s]
Training 1/3 epoch (loss 0.0508):   8%|▊         | 1328/16050 [17:31<2:07:37,  1.92it/s]
Training 1/3 epoch (loss 0.0508):   8%|▊         | 1329/16050 [17:31<1:57:57,  2.08it/s]
Training 1/3 epoch (loss 0.0135):   8%|▊         | 1329/16050 [17:32<1:57:57,  2.08it/s]
Training 1/3 epoch (loss 0.0135):   8%|▊         | 1330/16050 [17:32<1:52:47,  2.18it/s]
Training 1/3 epoch (loss 0.2144):   8%|▊         | 1330/16050 [17:33<1:52:47,  2.18it/s]
Training 1/3 epoch (loss 0.2144):   8%|▊         | 1331/16050 [17:33<2:09:37,  1.89it/s]
Training 1/3 epoch (loss 0.2525):   8%|▊         | 1331/16050 [17:35<2:09:37,  1.89it/s]
Training 1/3 epoch (loss 0.2525):   8%|▊         | 1332/16050 [17:35<4:23:55,  1.08s/it]
Training 1/3 epoch (loss 0.0447):   8%|▊         | 1332/16050 [17:35<4:23:55,  1.08s/it]
Training 1/3 epoch (loss 0.0447):   8%|▊         | 1333/16050 [17:35<3:40:18,  1.11it/s]
Training 1/3 epoch (loss 0.0120):   8%|▊         | 1333/16050 [17:36<3:40:18,  1.11it/s]
Training 1/3 epoch (loss 0.0120):   8%|▊         | 1334/16050 [17:36<3:41:48,  1.11it/s]
Training 1/3 epoch (loss 0.2833):   8%|▊         | 1334/16050 [17:37<3:41:48,  1.11it/s]
Training 1/3 epoch (loss 0.2833):   8%|▊         | 1335/16050 [17:37<3:19:55,  1.23it/s]
Training 1/3 epoch (loss 0.0362):   8%|▊         | 1335/16050 [17:37<3:19:55,  1.23it/s]
Training 1/3 epoch (loss 0.0362):   8%|▊         | 1336/16050 [17:37<2:59:06,  1.37it/s]
Training 1/3 epoch (loss 0.5316):   8%|▊         | 1336/16050 [17:38<2:59:06,  1.37it/s]
Training 1/3 epoch (loss 0.5316):   8%|▊         | 1337/16050 [17:38<2:38:14,  1.55it/s]
Training 1/3 epoch (loss 0.0095):   8%|▊         | 1337/16050 [17:38<2:38:14,  1.55it/s]
Training 1/3 epoch (loss 0.0095):   8%|▊         | 1338/16050 [17:38<2:35:31,  1.58it/s]
Training 1/3 epoch (loss 0.5936):   8%|▊         | 1338/16050 [17:39<2:35:31,  1.58it/s]
Training 1/3 epoch (loss 0.5936):   8%|▊         | 1339/16050 [17:39<2:34:24,  1.59it/s]
Training 1/3 epoch (loss 0.0535):   8%|▊         | 1339/16050 [17:40<2:34:24,  1.59it/s]
Training 1/3 epoch (loss 0.0535):   8%|▊         | 1340/16050 [17:40<2:35:41,  1.57it/s]
Training 1/3 epoch (loss 0.0111):   8%|▊         | 1340/16050 [17:40<2:35:41,  1.57it/s]
Training 1/3 epoch (loss 0.0111):   8%|▊         | 1341/16050 [17:40<2:19:53,  1.75it/s]
Training 1/3 epoch (loss 0.0041):   8%|▊         | 1341/16050 [17:41<2:19:53,  1.75it/s]
Training 1/3 epoch (loss 0.0041):   8%|▊         | 1342/16050 [17:41<2:02:49,  2.00it/s]
Training 1/3 epoch (loss 0.0045):   8%|▊         | 1342/16050 [17:41<2:02:49,  2.00it/s]
Training 1/3 epoch (loss 0.0045):   8%|▊         | 1343/16050 [17:41<2:03:53,  1.98it/s]
Training 1/3 epoch (loss 0.0165):   8%|▊         | 1343/16050 [17:42<2:03:53,  1.98it/s]
Training 1/3 epoch (loss 0.0165):   8%|▊         | 1344/16050 [17:42<2:19:52,  1.75it/s]
Training 1/3 epoch (loss 0.2783):   8%|▊         | 1344/16050 [17:43<2:19:52,  1.75it/s]
Training 1/3 epoch (loss 0.2783):   8%|▊         | 1345/16050 [17:43<2:38:04,  1.55it/s]
Training 1/3 epoch (loss 0.0653):   8%|▊         | 1345/16050 [17:43<2:38:04,  1.55it/s]
Training 1/3 epoch (loss 0.0653):   8%|▊         | 1346/16050 [17:43<2:40:47,  1.52it/s]
Training 1/3 epoch (loss 0.5370):   8%|▊         | 1346/16050 [17:44<2:40:47,  1.52it/s]
Training 1/3 epoch (loss 0.5370):   8%|▊         | 1347/16050 [17:44<2:25:57,  1.68it/s]
Training 1/3 epoch (loss 1.0405):   8%|▊         | 1347/16050 [17:44<2:25:57,  1.68it/s]
Training 1/3 epoch (loss 1.0405):   8%|▊         | 1348/16050 [17:44<2:11:23,  1.86it/s]
Training 1/3 epoch (loss 0.1029):   8%|▊         | 1348/16050 [17:45<2:11:23,  1.86it/s]
Training 1/3 epoch (loss 0.1029):   8%|▊         | 1349/16050 [17:45<2:20:02,  1.75it/s]
Training 1/3 epoch (loss 0.0053):   8%|▊         | 1349/16050 [17:45<2:20:02,  1.75it/s]
Training 1/3 epoch (loss 0.0053):   8%|▊         | 1350/16050 [17:45<2:25:52,  1.68it/s]
Training 1/3 epoch (loss 0.0197):   8%|▊         | 1350/16050 [17:46<2:25:52,  1.68it/s]
Training 1/3 epoch (loss 0.0197):   8%|▊         | 1351/16050 [17:46<2:25:42,  1.68it/s]
Training 1/3 epoch (loss 0.0281):   8%|▊         | 1351/16050 [17:46<2:25:42,  1.68it/s]
Training 1/3 epoch (loss 0.0281):   8%|▊         | 1352/16050 [17:46<2:09:24,  1.89it/s]
Training 1/3 epoch (loss 0.6523):   8%|▊         | 1352/16050 [17:47<2:09:24,  1.89it/s]
Training 1/3 epoch (loss 0.6523):   8%|▊         | 1353/16050 [17:47<2:05:39,  1.95it/s]
Training 1/3 epoch (loss 0.6054):   8%|▊         | 1353/16050 [17:47<2:05:39,  1.95it/s]
Training 1/3 epoch (loss 0.6054):   8%|▊         | 1354/16050 [17:47<1:50:34,  2.22it/s]
Training 1/3 epoch (loss 0.6271):   8%|▊         | 1354/16050 [17:48<1:50:34,  2.22it/s]
Training 1/3 epoch (loss 0.6271):   8%|▊         | 1355/16050 [17:48<2:08:45,  1.90it/s]
Training 1/3 epoch (loss 0.0012):   8%|▊         | 1355/16050 [17:48<2:08:45,  1.90it/s]
Training 1/3 epoch (loss 0.0012):   8%|▊         | 1356/16050 [17:48<2:14:44,  1.82it/s]
Training 1/3 epoch (loss 0.5069):   8%|▊         | 1356/16050 [17:51<2:14:44,  1.82it/s]
Training 1/3 epoch (loss 0.5069):   8%|▊         | 1357/16050 [17:51<4:18:58,  1.06s/it]
Training 1/3 epoch (loss 0.9570):   8%|▊         | 1357/16050 [17:51<4:18:58,  1.06s/it]
Training 1/3 epoch (loss 0.9570):   8%|▊         | 1358/16050 [17:51<3:35:35,  1.14it/s]
Training 1/3 epoch (loss 0.0957):   8%|▊         | 1358/16050 [17:52<3:35:35,  1.14it/s]
Training 1/3 epoch (loss 0.0957):   8%|▊         | 1359/16050 [17:52<3:22:51,  1.21it/s]
Training 1/3 epoch (loss 0.0053):   8%|▊         | 1359/16050 [17:52<3:22:51,  1.21it/s]
Training 1/3 epoch (loss 0.0053):   8%|▊         | 1360/16050 [17:52<2:56:44,  1.39it/s]
Training 1/3 epoch (loss 0.2852):   8%|▊         | 1360/16050 [17:53<2:56:44,  1.39it/s]
Training 1/3 epoch (loss 0.2852):   8%|▊         | 1361/16050 [17:53<2:32:57,  1.60it/s]
Training 1/3 epoch (loss 0.1344):   8%|▊         | 1361/16050 [17:53<2:32:57,  1.60it/s]
Training 1/3 epoch (loss 0.1344):   8%|▊         | 1362/16050 [17:53<2:35:39,  1.57it/s]
Training 1/3 epoch (loss 0.0460):   8%|▊         | 1362/16050 [17:54<2:35:39,  1.57it/s]
Training 1/3 epoch (loss 0.0460):   8%|▊         | 1363/16050 [17:54<2:35:18,  1.58it/s]
Training 1/3 epoch (loss 0.0626):   8%|▊         | 1363/16050 [17:55<2:35:18,  1.58it/s]
Training 1/3 epoch (loss 0.0626):   8%|▊         | 1364/16050 [17:55<2:35:04,  1.58it/s]
Training 1/3 epoch (loss 0.1338):   8%|▊         | 1364/16050 [17:55<2:35:04,  1.58it/s]
Training 1/3 epoch (loss 0.1338):   9%|▊         | 1365/16050 [17:55<2:33:22,  1.60it/s]
Training 1/3 epoch (loss 0.0169):   9%|▊         | 1365/16050 [17:56<2:33:22,  1.60it/s]
Training 1/3 epoch (loss 0.0169):   9%|▊         | 1366/16050 [17:56<2:29:44,  1.63it/s]
Training 1/3 epoch (loss 0.4286):   9%|▊         | 1366/16050 [17:56<2:29:44,  1.63it/s]
Training 1/3 epoch (loss 0.4286):   9%|▊         | 1367/16050 [17:56<2:13:45,  1.83it/s]
Training 1/3 epoch (loss 0.0120):   9%|▊         | 1367/16050 [17:57<2:13:45,  1.83it/s]
Training 1/3 epoch (loss 0.0120):   9%|▊         | 1368/16050 [17:57<2:02:50,  1.99it/s]
Training 1/3 epoch (loss 0.0028):   9%|▊         | 1368/16050 [17:57<2:02:50,  1.99it/s]
Training 1/3 epoch (loss 0.0028):   9%|▊         | 1369/16050 [17:57<2:11:42,  1.86it/s]
Training 1/3 epoch (loss 0.4289):   9%|▊         | 1369/16050 [17:58<2:11:42,  1.86it/s]
Training 1/3 epoch (loss 0.4289):   9%|▊         | 1370/16050 [17:58<2:21:12,  1.73it/s]
Training 1/3 epoch (loss 0.0447):   9%|▊         | 1370/16050 [17:58<2:21:12,  1.73it/s]
Training 1/3 epoch (loss 0.0447):   9%|▊         | 1371/16050 [17:58<2:17:58,  1.77it/s]
Training 1/3 epoch (loss 0.0686):   9%|▊         | 1371/16050 [17:59<2:17:58,  1.77it/s]
Training 1/3 epoch (loss 0.0686):   9%|▊         | 1372/16050 [17:59<2:05:12,  1.95it/s]
Training 1/3 epoch (loss 0.0296):   9%|▊         | 1372/16050 [17:59<2:05:12,  1.95it/s]
Training 1/3 epoch (loss 0.0296):   9%|▊         | 1373/16050 [17:59<2:06:53,  1.93it/s]
Training 1/3 epoch (loss 0.0142):   9%|▊         | 1373/16050 [18:00<2:06:53,  1.93it/s]
Training 1/3 epoch (loss 0.0142):   9%|▊         | 1374/16050 [18:00<1:57:49,  2.08it/s]
Training 1/3 epoch (loss 0.1055):   9%|▊         | 1374/16050 [18:00<1:57:49,  2.08it/s]
Training 1/3 epoch (loss 0.1055):   9%|▊         | 1375/16050 [18:00<2:06:59,  1.93it/s]
Training 1/3 epoch (loss 0.0512):   9%|▊         | 1375/16050 [18:01<2:06:59,  1.93it/s]
Training 1/3 epoch (loss 0.0512):   9%|▊         | 1376/16050 [18:01<2:27:36,  1.66it/s]
Training 1/3 epoch (loss 0.0660):   9%|▊         | 1376/16050 [18:02<2:27:36,  1.66it/s]
Training 1/3 epoch (loss 0.0660):   9%|▊         | 1377/16050 [18:02<2:20:30,  1.74it/s]
Training 1/3 epoch (loss 0.6235):   9%|▊         | 1377/16050 [18:03<2:20:30,  1.74it/s]
Training 1/3 epoch (loss 0.6235):   9%|▊         | 1378/16050 [18:03<2:40:35,  1.52it/s]
Training 1/3 epoch (loss 0.0020):   9%|▊         | 1378/16050 [18:03<2:40:35,  1.52it/s]
Training 1/3 epoch (loss 0.0020):   9%|▊         | 1379/16050 [18:03<2:26:11,  1.67it/s]
Training 1/3 epoch (loss 1.0358):   9%|▊         | 1379/16050 [18:05<2:26:11,  1.67it/s]
Training 1/3 epoch (loss 1.0358):   9%|▊         | 1380/16050 [18:05<4:25:26,  1.09s/it]
Training 1/3 epoch (loss 0.0708):   9%|▊         | 1380/16050 [18:06<4:25:26,  1.09s/it]
Training 1/3 epoch (loss 0.0708):   9%|▊         | 1381/16050 [18:06<4:36:08,  1.13s/it]
Training 1/3 epoch (loss 0.0208):   9%|▊         | 1381/16050 [18:07<4:36:08,  1.13s/it]
Training 1/3 epoch (loss 0.0208):   9%|▊         | 1382/16050 [18:07<3:59:42,  1.02it/s]
Training 1/3 epoch (loss 1.0450):   9%|▊         | 1382/16050 [18:08<3:59:42,  1.02it/s]
Training 1/3 epoch (loss 1.0450):   9%|▊         | 1383/16050 [18:08<3:36:10,  1.13it/s]
Training 1/3 epoch (loss 0.0090):   9%|▊         | 1383/16050 [18:08<3:36:10,  1.13it/s]
Training 1/3 epoch (loss 0.0090):   9%|▊         | 1384/16050 [18:08<2:57:24,  1.38it/s]
Training 1/3 epoch (loss 0.3312):   9%|▊         | 1384/16050 [18:09<2:57:24,  1.38it/s]
Training 1/3 epoch (loss 0.3312):   9%|▊         | 1385/16050 [18:09<2:42:34,  1.50it/s]
Training 1/3 epoch (loss 0.0100):   9%|▊         | 1385/16050 [18:09<2:42:34,  1.50it/s]
Training 1/3 epoch (loss 0.0100):   9%|▊         | 1386/16050 [18:09<2:19:33,  1.75it/s]
Training 1/3 epoch (loss 0.0076):   9%|▊         | 1386/16050 [18:09<2:19:33,  1.75it/s]
Training 1/3 epoch (loss 0.0076):   9%|▊         | 1387/16050 [18:09<2:11:14,  1.86it/s]
Training 1/3 epoch (loss 0.0242):   9%|▊         | 1387/16050 [18:10<2:11:14,  1.86it/s]
Training 1/3 epoch (loss 0.0242):   9%|▊         | 1388/16050 [18:10<2:06:23,  1.93it/s]
Training 1/3 epoch (loss 0.0804):   9%|▊         | 1388/16050 [18:11<2:06:23,  1.93it/s]
Training 1/3 epoch (loss 0.0804):   9%|▊         | 1389/16050 [18:11<2:14:46,  1.81it/s]
Training 1/3 epoch (loss 0.0433):   9%|▊         | 1389/16050 [18:11<2:14:46,  1.81it/s]
Training 1/3 epoch (loss 0.0433):   9%|▊         | 1390/16050 [18:11<2:14:35,  1.82it/s]
Training 1/3 epoch (loss 0.0094):   9%|▊         | 1390/16050 [18:12<2:14:35,  1.82it/s]
Training 1/3 epoch (loss 0.0094):   9%|▊         | 1391/16050 [18:12<2:17:25,  1.78it/s]
Training 1/3 epoch (loss 0.7324):   9%|▊         | 1391/16050 [18:12<2:17:25,  1.78it/s]
Training 1/3 epoch (loss 0.7324):   9%|▊         | 1392/16050 [18:12<1:59:05,  2.05it/s]
Training 1/3 epoch (loss 0.0311):   9%|▊         | 1392/16050 [18:13<1:59:05,  2.05it/s]
Training 1/3 epoch (loss 0.0311):   9%|▊         | 1393/16050 [18:13<2:06:50,  1.93it/s]
Training 1/3 epoch (loss 0.0208):   9%|▊         | 1393/16050 [18:13<2:06:50,  1.93it/s]
Training 1/3 epoch (loss 0.0208):   9%|▊         | 1394/16050 [18:13<1:53:58,  2.14it/s]
Training 1/3 epoch (loss 0.3309):   9%|▊         | 1394/16050 [18:14<1:53:58,  2.14it/s]
Training 1/3 epoch (loss 0.3309):   9%|▊         | 1395/16050 [18:14<2:26:13,  1.67it/s]
Training 1/3 epoch (loss 1.0425):   9%|▊         | 1395/16050 [18:14<2:26:13,  1.67it/s]
Training 1/3 epoch (loss 1.0425):   9%|▊         | 1396/16050 [18:14<2:13:30,  1.83it/s]
Training 1/3 epoch (loss 0.0086):   9%|▊         | 1396/16050 [18:15<2:13:30,  1.83it/s]
Training 1/3 epoch (loss 0.0086):   9%|▊         | 1397/16050 [18:15<2:17:30,  1.78it/s]
Training 1/3 epoch (loss 0.3671):   9%|▊         | 1397/16050 [18:15<2:17:30,  1.78it/s]
Training 1/3 epoch (loss 0.3671):   9%|▊         | 1398/16050 [18:15<2:11:39,  1.85it/s]
Training 1/3 epoch (loss 0.0399):   9%|▊         | 1398/16050 [18:16<2:11:39,  1.85it/s]
Training 1/3 epoch (loss 0.0399):   9%|▊         | 1399/16050 [18:16<2:05:27,  1.95it/s]
Training 1/3 epoch (loss 0.0533):   9%|▊         | 1399/16050 [18:16<2:05:27,  1.95it/s]
Training 1/3 epoch (loss 0.0533):   9%|▊         | 1400/16050 [18:16<2:01:39,  2.01it/s]
Training 1/3 epoch (loss 0.0801):   9%|▊         | 1400/16050 [18:17<2:01:39,  2.01it/s]
Training 1/3 epoch (loss 0.0801):   9%|▊         | 1401/16050 [18:17<2:21:22,  1.73it/s]
Training 1/3 epoch (loss 0.0286):   9%|▊         | 1401/16050 [18:17<2:21:22,  1.73it/s]
Training 1/3 epoch (loss 0.0286):   9%|▊         | 1402/16050 [18:17<2:09:27,  1.89it/s]
Training 1/3 epoch (loss 0.4566):   9%|▊         | 1402/16050 [18:18<2:09:27,  1.89it/s]
Training 1/3 epoch (loss 0.4566):   9%|▊         | 1403/16050 [18:18<1:56:03,  2.10it/s]
Training 1/3 epoch (loss 0.0045):   9%|▊         | 1403/16050 [18:18<1:56:03,  2.10it/s]
Training 1/3 epoch (loss 0.0045):   9%|▊         | 1404/16050 [18:18<1:50:36,  2.21it/s]
Training 1/3 epoch (loss 0.4252):   9%|▊         | 1404/16050 [18:20<1:50:36,  2.21it/s]
Training 1/3 epoch (loss 0.4252):   9%|▉         | 1405/16050 [18:20<4:00:59,  1.01it/s]
Training 1/3 epoch (loss 0.4350):   9%|▉         | 1405/16050 [18:21<4:00:59,  1.01it/s]
Training 1/3 epoch (loss 0.4350):   9%|▉         | 1406/16050 [18:21<3:48:39,  1.07it/s]
Training 1/3 epoch (loss 0.0293):   9%|▉         | 1406/16050 [18:22<3:48:39,  1.07it/s]
Training 1/3 epoch (loss 0.0293):   9%|▉         | 1407/16050 [18:22<3:25:32,  1.19it/s]
Training 1/3 epoch (loss 0.1236):   9%|▉         | 1407/16050 [18:23<3:25:32,  1.19it/s]
Training 1/3 epoch (loss 0.1236):   9%|▉         | 1408/16050 [18:23<3:09:33,  1.29it/s]
Training 1/3 epoch (loss 0.0402):   9%|▉         | 1408/16050 [18:23<3:09:33,  1.29it/s]
Training 1/3 epoch (loss 0.0402):   9%|▉         | 1409/16050 [18:23<2:56:30,  1.38it/s]
Training 1/3 epoch (loss 0.0158):   9%|▉         | 1409/16050 [18:24<2:56:30,  1.38it/s]
Training 1/3 epoch (loss 0.0158):   9%|▉         | 1410/16050 [18:24<2:37:45,  1.55it/s]
Training 1/3 epoch (loss 0.0145):   9%|▉         | 1410/16050 [18:24<2:37:45,  1.55it/s]
Training 1/3 epoch (loss 0.0145):   9%|▉         | 1411/16050 [18:24<2:27:04,  1.66it/s]
Training 1/3 epoch (loss 0.0211):   9%|▉         | 1411/16050 [18:25<2:27:04,  1.66it/s]
Training 1/3 epoch (loss 0.0211):   9%|▉         | 1412/16050 [18:25<2:21:34,  1.72it/s]
Training 1/3 epoch (loss 0.2849):   9%|▉         | 1412/16050 [18:27<2:21:34,  1.72it/s]
Training 1/3 epoch (loss 0.2849):   9%|▉         | 1413/16050 [18:27<4:30:43,  1.11s/it]
Training 1/3 epoch (loss 0.0038):   9%|▉         | 1413/16050 [18:27<4:30:43,  1.11s/it]
Training 1/3 epoch (loss 0.0038):   9%|▉         | 1414/16050 [18:27<3:48:12,  1.07it/s]
Training 1/3 epoch (loss 0.2762):   9%|▉         | 1414/16050 [18:28<3:48:12,  1.07it/s]
Training 1/3 epoch (loss 0.2762):   9%|▉         | 1415/16050 [18:28<3:32:20,  1.15it/s]
Training 1/3 epoch (loss 0.6284):   9%|▉         | 1415/16050 [18:29<3:32:20,  1.15it/s]
Training 1/3 epoch (loss 0.6284):   9%|▉         | 1416/16050 [18:29<2:53:45,  1.40it/s]
Training 1/3 epoch (loss 0.4257):   9%|▉         | 1416/16050 [18:29<2:53:45,  1.40it/s]
Training 1/3 epoch (loss 0.4257):   9%|▉         | 1417/16050 [18:29<2:39:14,  1.53it/s]
Training 1/3 epoch (loss 0.0964):   9%|▉         | 1417/16050 [18:30<2:39:14,  1.53it/s]
Training 1/3 epoch (loss 0.0964):   9%|▉         | 1418/16050 [18:30<2:36:42,  1.56it/s]
Training 1/3 epoch (loss 0.4642):   9%|▉         | 1418/16050 [18:30<2:36:42,  1.56it/s]
Training 1/3 epoch (loss 0.4642):   9%|▉         | 1419/16050 [18:30<2:23:23,  1.70it/s]
Training 1/3 epoch (loss 0.4014):   9%|▉         | 1419/16050 [18:31<2:23:23,  1.70it/s]
Training 1/3 epoch (loss 0.4014):   9%|▉         | 1420/16050 [18:31<2:19:20,  1.75it/s]
Training 1/3 epoch (loss 0.4760):   9%|▉         | 1420/16050 [18:31<2:19:20,  1.75it/s]
Training 1/3 epoch (loss 0.4760):   9%|▉         | 1421/16050 [18:31<2:00:10,  2.03it/s]
Training 1/3 epoch (loss 0.0262):   9%|▉         | 1421/16050 [18:31<2:00:10,  2.03it/s]
Training 1/3 epoch (loss 0.0262):   9%|▉         | 1422/16050 [18:31<1:57:34,  2.07it/s]
Training 1/3 epoch (loss 0.0022):   9%|▉         | 1422/16050 [18:32<1:57:34,  2.07it/s]
Training 1/3 epoch (loss 0.0022):   9%|▉         | 1423/16050 [18:32<1:52:15,  2.17it/s]
Training 1/3 epoch (loss 0.0037):   9%|▉         | 1423/16050 [18:32<1:52:15,  2.17it/s]
Training 1/3 epoch (loss 0.0037):   9%|▉         | 1424/16050 [18:32<1:52:23,  2.17it/s]
Training 1/3 epoch (loss 0.2575):   9%|▉         | 1424/16050 [18:33<1:52:23,  2.17it/s]
Training 1/3 epoch (loss 0.2575):   9%|▉         | 1425/16050 [18:33<2:03:31,  1.97it/s]
Training 1/3 epoch (loss 0.0304):   9%|▉         | 1425/16050 [18:34<2:03:31,  1.97it/s]
Training 1/3 epoch (loss 0.0304):   9%|▉         | 1426/16050 [18:34<2:11:41,  1.85it/s]
Training 1/3 epoch (loss 0.1622):   9%|▉         | 1426/16050 [18:34<2:11:41,  1.85it/s]
Training 1/3 epoch (loss 0.1622):   9%|▉         | 1427/16050 [18:34<2:14:45,  1.81it/s]
Training 1/3 epoch (loss 0.0092):   9%|▉         | 1427/16050 [18:35<2:14:45,  1.81it/s]
Training 1/3 epoch (loss 0.0092):   9%|▉         | 1428/16050 [18:35<2:11:55,  1.85it/s]
Training 1/3 epoch (loss 0.0135):   9%|▉         | 1428/16050 [18:35<2:11:55,  1.85it/s]
Training 1/3 epoch (loss 0.0135):   9%|▉         | 1429/16050 [18:35<2:09:07,  1.89it/s]
Training 1/3 epoch (loss 2.8938):   9%|▉         | 1429/16050 [18:36<2:09:07,  1.89it/s]
Training 1/3 epoch (loss 2.8938):   9%|▉         | 1430/16050 [18:36<2:14:51,  1.81it/s]
Training 1/3 epoch (loss 0.0959):   9%|▉         | 1430/16050 [18:36<2:14:51,  1.81it/s]
Training 1/3 epoch (loss 0.0959):   9%|▉         | 1431/16050 [18:36<2:03:16,  1.98it/s]
Training 1/3 epoch (loss 0.0396):   9%|▉         | 1431/16050 [18:37<2:03:16,  1.98it/s]
Training 1/3 epoch (loss 0.0396):   9%|▉         | 1432/16050 [18:37<2:12:03,  1.84it/s]
Training 1/3 epoch (loss 0.4865):   9%|▉         | 1432/16050 [18:37<2:12:03,  1.84it/s]
Training 1/3 epoch (loss 0.4865):   9%|▉         | 1433/16050 [18:37<2:04:37,  1.95it/s]
Training 1/3 epoch (loss 0.0032):   9%|▉         | 1433/16050 [18:38<2:04:37,  1.95it/s]
Training 1/3 epoch (loss 0.0032):   9%|▉         | 1434/16050 [18:38<1:53:37,  2.14it/s]
Training 1/3 epoch (loss 0.3604):   9%|▉         | 1434/16050 [18:40<1:53:37,  2.14it/s]
Training 1/3 epoch (loss 0.3604):   9%|▉         | 1435/16050 [18:40<4:11:16,  1.03s/it]
Training 1/3 epoch (loss 0.0080):   9%|▉         | 1435/16050 [18:41<4:11:16,  1.03s/it]
Training 1/3 epoch (loss 0.0080):   9%|▉         | 1436/16050 [18:41<3:57:53,  1.02it/s]
Training 1/3 epoch (loss 0.0638):   9%|▉         | 1436/16050 [18:41<3:57:53,  1.02it/s]
Training 1/3 epoch (loss 0.0638):   9%|▉         | 1437/16050 [18:41<3:34:54,  1.13it/s]
Training 1/3 epoch (loss 0.0780):   9%|▉         | 1437/16050 [18:42<3:34:54,  1.13it/s]
Training 1/3 epoch (loss 0.0780):   9%|▉         | 1438/16050 [18:42<3:23:59,  1.19it/s]
Training 1/3 epoch (loss 0.0491):   9%|▉         | 1438/16050 [18:43<3:23:59,  1.19it/s]
Training 1/3 epoch (loss 0.0491):   9%|▉         | 1439/16050 [18:43<3:03:36,  1.33it/s]
Training 1/3 epoch (loss 0.4646):   9%|▉         | 1439/16050 [18:43<3:03:36,  1.33it/s]
Training 1/3 epoch (loss 0.4646):   9%|▉         | 1440/16050 [18:43<2:49:55,  1.43it/s]
Training 1/3 epoch (loss 0.0154):   9%|▉         | 1440/16050 [18:44<2:49:55,  1.43it/s]
Training 1/3 epoch (loss 0.0154):   9%|▉         | 1441/16050 [18:44<2:31:25,  1.61it/s]
Training 1/3 epoch (loss 0.0362):   9%|▉         | 1441/16050 [18:44<2:31:25,  1.61it/s]
Training 1/3 epoch (loss 0.0362):   9%|▉         | 1442/16050 [18:44<2:19:10,  1.75it/s]
Training 1/3 epoch (loss 0.1324):   9%|▉         | 1442/16050 [18:45<2:19:10,  1.75it/s]
Training 1/3 epoch (loss 0.1324):   9%|▉         | 1443/16050 [18:45<2:17:50,  1.77it/s]
Training 1/3 epoch (loss 0.0081):   9%|▉         | 1443/16050 [18:45<2:17:50,  1.77it/s]
Training 1/3 epoch (loss 0.0081):   9%|▉         | 1444/16050 [18:45<2:05:39,  1.94it/s]
Training 1/3 epoch (loss 0.3555):   9%|▉         | 1444/16050 [18:46<2:05:39,  1.94it/s]
Training 1/3 epoch (loss 0.3555):   9%|▉         | 1445/16050 [18:46<1:57:39,  2.07it/s]
Training 1/3 epoch (loss 0.8662):   9%|▉         | 1445/16050 [18:46<1:57:39,  2.07it/s]
Training 1/3 epoch (loss 0.8662):   9%|▉         | 1446/16050 [18:46<1:56:02,  2.10it/s]
Training 1/3 epoch (loss 0.7838):   9%|▉         | 1446/16050 [18:46<1:56:02,  2.10it/s]
Training 1/3 epoch (loss 0.7838):   9%|▉         | 1447/16050 [18:46<1:53:21,  2.15it/s]
Training 1/3 epoch (loss 0.5085):   9%|▉         | 1447/16050 [18:47<1:53:21,  2.15it/s]
Training 1/3 epoch (loss 0.5085):   9%|▉         | 1448/16050 [18:47<1:58:53,  2.05it/s]
Training 1/3 epoch (loss 0.0075):   9%|▉         | 1448/16050 [18:48<1:58:53,  2.05it/s]
Training 1/3 epoch (loss 0.0075):   9%|▉         | 1449/16050 [18:48<2:08:08,  1.90it/s]
Training 1/3 epoch (loss 0.0323):   9%|▉         | 1449/16050 [18:48<2:08:08,  1.90it/s]
Training 1/3 epoch (loss 0.0323):   9%|▉         | 1450/16050 [18:48<2:02:59,  1.98it/s]
Training 1/3 epoch (loss 0.0232):   9%|▉         | 1450/16050 [18:48<2:02:59,  1.98it/s]
Training 1/3 epoch (loss 0.0232):   9%|▉         | 1451/16050 [18:48<1:56:40,  2.09it/s]
Training 1/3 epoch (loss 0.0567):   9%|▉         | 1451/16050 [18:49<1:56:40,  2.09it/s]
Training 1/3 epoch (loss 0.0567):   9%|▉         | 1452/16050 [18:49<2:06:14,  1.93it/s]
Training 1/3 epoch (loss 0.0480):   9%|▉         | 1452/16050 [18:50<2:06:14,  1.93it/s]
Training 1/3 epoch (loss 0.0480):   9%|▉         | 1453/16050 [18:50<2:25:22,  1.67it/s]
Training 1/3 epoch (loss 0.0082):   9%|▉         | 1453/16050 [18:50<2:25:22,  1.67it/s]
Training 1/3 epoch (loss 0.0082):   9%|▉         | 1454/16050 [18:50<2:22:01,  1.71it/s]
Training 1/3 epoch (loss 0.0703):   9%|▉         | 1454/16050 [18:51<2:22:01,  1.71it/s]
Training 1/3 epoch (loss 0.0703):   9%|▉         | 1455/16050 [18:51<2:17:54,  1.76it/s]
Training 1/3 epoch (loss 0.0102):   9%|▉         | 1455/16050 [18:51<2:17:54,  1.76it/s]
Training 1/3 epoch (loss 0.0102):   9%|▉         | 1456/16050 [18:51<2:09:34,  1.88it/s]
Training 1/3 epoch (loss 0.0576):   9%|▉         | 1456/16050 [18:52<2:09:34,  1.88it/s]
Training 1/3 epoch (loss 0.0576):   9%|▉         | 1457/16050 [18:52<2:20:12,  1.73it/s]
Training 1/3 epoch (loss 0.2765):   9%|▉         | 1457/16050 [18:53<2:20:12,  1.73it/s]
Training 1/3 epoch (loss 0.2765):   9%|▉         | 1458/16050 [18:53<2:16:22,  1.78it/s]
Training 1/3 epoch (loss 0.4061):   9%|▉         | 1458/16050 [18:53<2:16:22,  1.78it/s]
Training 1/3 epoch (loss 0.4061):   9%|▉         | 1459/16050 [18:53<2:23:46,  1.69it/s]
Training 1/3 epoch (loss 0.0017):   9%|▉         | 1459/16050 [18:54<2:23:46,  1.69it/s]
Training 1/3 epoch (loss 0.0017):   9%|▉         | 1460/16050 [18:54<2:07:34,  1.91it/s]
Training 1/3 epoch (loss 0.4876):   9%|▉         | 1460/16050 [18:56<2:07:34,  1.91it/s]
Training 1/3 epoch (loss 0.4876):   9%|▉         | 1461/16050 [18:56<4:12:15,  1.04s/it]
Training 1/3 epoch (loss 0.0991):   9%|▉         | 1461/16050 [18:57<4:12:15,  1.04s/it]
Training 1/3 epoch (loss 0.0991):   9%|▉         | 1462/16050 [18:57<3:48:43,  1.06it/s]
Training 1/3 epoch (loss 0.0296):   9%|▉         | 1462/16050 [18:57<3:48:43,  1.06it/s]
Training 1/3 epoch (loss 0.0296):   9%|▉         | 1463/16050 [18:57<3:17:36,  1.23it/s]
Training 1/3 epoch (loss 0.0079):   9%|▉         | 1463/16050 [18:58<3:17:36,  1.23it/s]
Training 1/3 epoch (loss 0.0079):   9%|▉         | 1464/16050 [18:58<2:52:52,  1.41it/s]
Training 1/3 epoch (loss 0.0026):   9%|▉         | 1464/16050 [18:58<2:52:52,  1.41it/s]
Training 1/3 epoch (loss 0.0026):   9%|▉         | 1465/16050 [18:58<2:26:42,  1.66it/s]
Training 1/3 epoch (loss 0.0669):   9%|▉         | 1465/16050 [18:59<2:26:42,  1.66it/s]
Training 1/3 epoch (loss 0.0669):   9%|▉         | 1466/16050 [18:59<2:48:34,  1.44it/s]
Training 1/3 epoch (loss 0.0832):   9%|▉         | 1466/16050 [18:59<2:48:34,  1.44it/s]
Training 1/3 epoch (loss 0.0832):   9%|▉         | 1467/16050 [18:59<2:33:41,  1.58it/s]
Training 1/3 epoch (loss 0.0398):   9%|▉         | 1467/16050 [19:00<2:33:41,  1.58it/s]
Training 1/3 epoch (loss 0.0398):   9%|▉         | 1468/16050 [19:00<2:20:39,  1.73it/s]
Training 1/3 epoch (loss 0.0316):   9%|▉         | 1468/16050 [19:00<2:20:39,  1.73it/s]
Training 1/3 epoch (loss 0.0316):   9%|▉         | 1469/16050 [19:00<2:23:32,  1.69it/s]
Training 1/3 epoch (loss 0.0946):   9%|▉         | 1469/16050 [19:01<2:23:32,  1.69it/s]
Training 1/3 epoch (loss 0.0946):   9%|▉         | 1470/16050 [19:01<2:36:20,  1.55it/s]
Training 1/3 epoch (loss 0.5244):   9%|▉         | 1470/16050 [19:02<2:36:20,  1.55it/s]
Training 1/3 epoch (loss 0.5244):   9%|▉         | 1471/16050 [19:02<2:20:41,  1.73it/s]
Training 1/3 epoch (loss 0.0851):   9%|▉         | 1471/16050 [19:02<2:20:41,  1.73it/s]
Training 1/3 epoch (loss 0.0851):   9%|▉         | 1472/16050 [19:02<2:12:29,  1.83it/s]
Training 1/3 epoch (loss 0.9800):   9%|▉         | 1472/16050 [19:02<2:12:29,  1.83it/s]
Training 1/3 epoch (loss 0.9800):   9%|▉         | 1473/16050 [19:02<1:54:09,  2.13it/s]
Training 1/3 epoch (loss 0.0112):   9%|▉         | 1473/16050 [19:03<1:54:09,  2.13it/s]
Training 1/3 epoch (loss 0.0112):   9%|▉         | 1474/16050 [19:03<2:09:06,  1.88it/s]
Training 1/3 epoch (loss 0.5269):   9%|▉         | 1474/16050 [19:04<2:09:06,  1.88it/s]
Training 1/3 epoch (loss 0.5269):   9%|▉         | 1475/16050 [19:04<2:08:36,  1.89it/s]
Training 1/3 epoch (loss 0.0593):   9%|▉         | 1475/16050 [19:04<2:08:36,  1.89it/s]
Training 1/3 epoch (loss 0.0593):   9%|▉         | 1476/16050 [19:04<2:07:17,  1.91it/s]
Training 1/3 epoch (loss 0.4076):   9%|▉         | 1476/16050 [19:04<2:07:17,  1.91it/s]
Training 1/3 epoch (loss 0.4076):   9%|▉         | 1477/16050 [19:04<1:58:13,  2.05it/s]
Training 1/3 epoch (loss 0.0014):   9%|▉         | 1477/16050 [19:05<1:58:13,  2.05it/s]
Training 1/3 epoch (loss 0.0014):   9%|▉         | 1478/16050 [19:05<2:00:43,  2.01it/s]
Training 1/3 epoch (loss 0.1410):   9%|▉         | 1478/16050 [19:05<2:00:43,  2.01it/s]
Training 1/3 epoch (loss 0.1410):   9%|▉         | 1479/16050 [19:05<1:58:58,  2.04it/s]
Training 1/3 epoch (loss 0.8277):   9%|▉         | 1479/16050 [19:06<1:58:58,  2.04it/s]
Training 1/3 epoch (loss 0.8277):   9%|▉         | 1480/16050 [19:06<1:53:03,  2.15it/s]
Training 1/3 epoch (loss 0.2311):   9%|▉         | 1480/16050 [19:07<1:53:03,  2.15it/s]
Training 1/3 epoch (loss 0.2311):   9%|▉         | 1481/16050 [19:07<2:25:35,  1.67it/s]
Training 1/3 epoch (loss 0.2139):   9%|▉         | 1481/16050 [19:07<2:25:35,  1.67it/s]
Training 1/3 epoch (loss 0.2139):   9%|▉         | 1482/16050 [19:07<2:07:34,  1.90it/s]
Training 1/3 epoch (loss 0.0090):   9%|▉         | 1482/16050 [19:08<2:07:34,  1.90it/s]
Training 1/3 epoch (loss 0.0090):   9%|▉         | 1483/16050 [19:08<2:06:25,  1.92it/s]
Training 1/3 epoch (loss 0.0233):   9%|▉         | 1483/16050 [19:08<2:06:25,  1.92it/s]
Training 1/3 epoch (loss 0.0233):   9%|▉         | 1484/16050 [19:08<2:15:47,  1.79it/s]
Training 1/3 epoch (loss 0.0298):   9%|▉         | 1484/16050 [19:09<2:15:47,  1.79it/s]
Training 1/3 epoch (loss 0.0298):   9%|▉         | 1485/16050 [19:09<2:20:53,  1.72it/s]
Training 1/3 epoch (loss 0.0171):   9%|▉         | 1485/16050 [19:09<2:20:53,  1.72it/s]
Training 1/3 epoch (loss 0.0171):   9%|▉         | 1486/16050 [19:09<2:09:27,  1.87it/s]
Training 1/3 epoch (loss 0.0740):   9%|▉         | 1486/16050 [19:10<2:09:27,  1.87it/s]
Training 1/3 epoch (loss 0.0740):   9%|▉         | 1487/16050 [19:10<2:04:14,  1.95it/s]
Training 1/3 epoch (loss 0.4697):   9%|▉         | 1487/16050 [19:10<2:04:14,  1.95it/s]
Training 1/3 epoch (loss 0.4697):   9%|▉         | 1488/16050 [19:10<2:06:47,  1.91it/s]
Training 1/3 epoch (loss 0.0637):   9%|▉         | 1488/16050 [19:11<2:06:47,  1.91it/s]
Training 1/3 epoch (loss 0.0637):   9%|▉         | 1489/16050 [19:11<2:40:01,  1.52it/s]
Training 1/3 epoch (loss 0.0275):   9%|▉         | 1489/16050 [19:12<2:40:01,  1.52it/s]
Training 1/3 epoch (loss 0.0275):   9%|▉         | 1490/16050 [19:12<2:22:35,  1.70it/s]
Training 1/3 epoch (loss 0.1726):   9%|▉         | 1490/16050 [19:12<2:22:35,  1.70it/s]
Training 1/3 epoch (loss 0.1726):   9%|▉         | 1491/16050 [19:12<2:24:53,  1.67it/s]
Training 1/3 epoch (loss 0.0379):   9%|▉         | 1491/16050 [19:13<2:24:53,  1.67it/s]
Training 1/3 epoch (loss 0.0379):   9%|▉         | 1492/16050 [19:13<2:24:49,  1.68it/s]
Training 1/3 epoch (loss 0.0025):   9%|▉         | 1492/16050 [19:13<2:24:49,  1.68it/s]
Training 1/3 epoch (loss 0.0025):   9%|▉         | 1493/16050 [19:13<2:10:41,  1.86it/s]
Training 1/3 epoch (loss 0.1128):   9%|▉         | 1493/16050 [19:14<2:10:41,  1.86it/s]
Training 1/3 epoch (loss 0.1128):   9%|▉         | 1494/16050 [19:14<2:22:54,  1.70it/s]
Training 1/3 epoch (loss 0.0054):   9%|▉         | 1494/16050 [19:15<2:22:54,  1.70it/s]
Training 1/3 epoch (loss 0.0054):   9%|▉         | 1495/16050 [19:15<2:13:59,  1.81it/s]
Training 1/3 epoch (loss 0.0076):   9%|▉         | 1495/16050 [19:15<2:13:59,  1.81it/s]
Training 1/3 epoch (loss 0.0076):   9%|▉         | 1496/16050 [19:15<2:08:49,  1.88it/s]
Training 1/3 epoch (loss 0.0295):   9%|▉         | 1496/16050 [19:16<2:08:49,  1.88it/s]
Training 1/3 epoch (loss 0.0295):   9%|▉         | 1497/16050 [19:16<2:03:58,  1.96it/s]
Training 1/3 epoch (loss 0.0256):   9%|▉         | 1497/16050 [19:16<2:03:58,  1.96it/s]
Training 1/3 epoch (loss 0.0256):   9%|▉         | 1498/16050 [19:16<2:26:14,  1.66it/s]
Training 1/3 epoch (loss 0.0282):   9%|▉         | 1498/16050 [19:17<2:26:14,  1.66it/s]
Training 1/3 epoch (loss 0.0282):   9%|▉         | 1499/16050 [19:17<2:13:40,  1.81it/s]
Training 1/3 epoch (loss 0.2728):   9%|▉         | 1499/16050 [19:18<2:13:40,  1.81it/s]
Training 1/3 epoch (loss 0.2728):   9%|▉         | 1500/16050 [19:18<2:46:29,  1.46it/s]
Training 1/3 epoch (loss 0.5267):   9%|▉         | 1500/16050 [19:18<2:46:29,  1.46it/s]
Training 1/3 epoch (loss 0.5267):   9%|▉         | 1501/16050 [19:18<2:28:27,  1.63it/s]
Training 1/3 epoch (loss 0.0113):   9%|▉         | 1501/16050 [19:19<2:28:27,  1.63it/s]
Training 1/3 epoch (loss 0.0113):   9%|▉         | 1502/16050 [19:19<2:14:32,  1.80it/s]
Training 1/3 epoch (loss 0.4944):   9%|▉         | 1502/16050 [19:19<2:14:32,  1.80it/s]
Training 1/3 epoch (loss 0.4944):   9%|▉         | 1503/16050 [19:19<2:00:57,  2.00it/s]
Training 1/3 epoch (loss 0.1091):   9%|▉         | 1503/16050 [19:20<2:00:57,  2.00it/s]
Training 1/3 epoch (loss 0.1091):   9%|▉         | 1504/16050 [19:20<2:03:52,  1.96it/s]
Training 1/3 epoch (loss 0.3878):   9%|▉         | 1504/16050 [19:20<2:03:52,  1.96it/s]
Training 1/3 epoch (loss 0.3878):   9%|▉         | 1505/16050 [19:20<2:04:49,  1.94it/s]
Training 1/3 epoch (loss 0.0053):   9%|▉         | 1505/16050 [19:20<2:04:49,  1.94it/s]
Training 1/3 epoch (loss 0.0053):   9%|▉         | 1506/16050 [19:20<1:56:16,  2.08it/s]
Training 1/3 epoch (loss 1.2229):   9%|▉         | 1506/16050 [19:21<1:56:16,  2.08it/s]
Training 1/3 epoch (loss 1.2229):   9%|▉         | 1507/16050 [19:21<1:45:38,  2.29it/s]
Training 1/3 epoch (loss 0.0231):   9%|▉         | 1507/16050 [19:21<1:45:38,  2.29it/s]
Training 1/3 epoch (loss 0.0231):   9%|▉         | 1508/16050 [19:21<1:58:52,  2.04it/s]
Training 1/3 epoch (loss 0.0728):   9%|▉         | 1508/16050 [19:22<1:58:52,  2.04it/s]
Training 1/3 epoch (loss 0.0728):   9%|▉         | 1509/16050 [19:22<2:10:48,  1.85it/s]
Training 1/3 epoch (loss 0.0658):   9%|▉         | 1509/16050 [19:23<2:10:48,  1.85it/s]
Training 1/3 epoch (loss 0.0658):   9%|▉         | 1510/16050 [19:23<2:31:20,  1.60it/s]
Training 1/3 epoch (loss 0.1527):   9%|▉         | 1510/16050 [19:23<2:31:20,  1.60it/s]
Training 1/3 epoch (loss 0.1527):   9%|▉         | 1511/16050 [19:23<2:30:40,  1.61it/s]
Training 1/3 epoch (loss 0.0346):   9%|▉         | 1511/16050 [19:24<2:30:40,  1.61it/s]
Training 1/3 epoch (loss 0.0346):   9%|▉         | 1512/16050 [19:24<2:29:32,  1.62it/s]
Training 1/3 epoch (loss 0.0057):   9%|▉         | 1512/16050 [19:25<2:29:32,  1.62it/s]
Training 1/3 epoch (loss 0.0057):   9%|▉         | 1513/16050 [19:25<2:17:50,  1.76it/s]
Training 1/3 epoch (loss 0.3707):   9%|▉         | 1513/16050 [19:25<2:17:50,  1.76it/s]
Training 1/3 epoch (loss 0.3707):   9%|▉         | 1514/16050 [19:25<2:09:14,  1.87it/s]
Training 1/3 epoch (loss 0.2428):   9%|▉         | 1514/16050 [19:26<2:09:14,  1.87it/s]
Training 1/3 epoch (loss 0.2428):   9%|▉         | 1515/16050 [19:26<2:08:53,  1.88it/s]
Training 1/3 epoch (loss 0.0192):   9%|▉         | 1515/16050 [19:26<2:08:53,  1.88it/s]
Training 1/3 epoch (loss 0.0192):   9%|▉         | 1516/16050 [19:26<2:18:07,  1.75it/s]
Training 1/3 epoch (loss 0.0464):   9%|▉         | 1516/16050 [19:27<2:18:07,  1.75it/s]
Training 1/3 epoch (loss 0.0464):   9%|▉         | 1517/16050 [19:27<2:28:20,  1.63it/s]
Training 1/3 epoch (loss 0.0294):   9%|▉         | 1517/16050 [19:28<2:28:20,  1.63it/s]
Training 1/3 epoch (loss 0.0294):   9%|▉         | 1518/16050 [19:28<2:29:04,  1.62it/s]
Training 1/3 epoch (loss 0.0969):   9%|▉         | 1518/16050 [19:28<2:29:04,  1.62it/s]
Training 1/3 epoch (loss 0.0969):   9%|▉         | 1519/16050 [19:28<2:18:02,  1.75it/s]
Training 1/3 epoch (loss 0.5009):   9%|▉         | 1519/16050 [19:29<2:18:02,  1.75it/s]
Training 1/3 epoch (loss 0.5009):   9%|▉         | 1520/16050 [19:29<2:16:55,  1.77it/s]
Training 1/3 epoch (loss 0.0799):   9%|▉         | 1520/16050 [19:29<2:16:55,  1.77it/s]
Training 1/3 epoch (loss 0.0799):   9%|▉         | 1521/16050 [19:29<2:09:05,  1.88it/s]
Training 1/3 epoch (loss 0.5422):   9%|▉         | 1521/16050 [19:30<2:09:05,  1.88it/s]
Training 1/3 epoch (loss 0.5422):   9%|▉         | 1522/16050 [19:30<2:12:07,  1.83it/s]
Training 1/3 epoch (loss 0.2000):   9%|▉         | 1522/16050 [19:31<2:12:07,  1.83it/s]
Training 1/3 epoch (loss 0.2000):   9%|▉         | 1523/16050 [19:31<3:01:39,  1.33it/s]
Training 1/3 epoch (loss 0.0911):   9%|▉         | 1523/16050 [19:31<3:01:39,  1.33it/s]
Training 1/3 epoch (loss 0.0911):   9%|▉         | 1524/16050 [19:31<2:42:40,  1.49it/s]
Training 1/3 epoch (loss 0.0141):   9%|▉         | 1524/16050 [19:32<2:42:40,  1.49it/s]
Training 1/3 epoch (loss 0.0141):  10%|▉         | 1525/16050 [19:32<2:32:07,  1.59it/s]
Training 1/3 epoch (loss 0.0034):  10%|▉         | 1525/16050 [19:32<2:32:07,  1.59it/s]
Training 1/3 epoch (loss 0.0034):  10%|▉         | 1526/16050 [19:32<2:23:24,  1.69it/s]
Training 1/3 epoch (loss 0.6674):  10%|▉         | 1526/16050 [19:33<2:23:24,  1.69it/s]
Training 1/3 epoch (loss 0.6674):  10%|▉         | 1527/16050 [19:33<2:30:38,  1.61it/s]
Training 1/3 epoch (loss 0.0868):  10%|▉         | 1527/16050 [19:34<2:30:38,  1.61it/s]
Training 1/3 epoch (loss 0.0868):  10%|▉         | 1528/16050 [19:34<2:23:13,  1.69it/s]
Training 1/3 epoch (loss 0.0642):  10%|▉         | 1528/16050 [19:34<2:23:13,  1.69it/s]
Training 1/3 epoch (loss 0.0642):  10%|▉         | 1529/16050 [19:34<2:12:25,  1.83it/s]
Training 1/3 epoch (loss 0.0937):  10%|▉         | 1529/16050 [19:35<2:12:25,  1.83it/s]
Training 1/3 epoch (loss 0.0937):  10%|▉         | 1530/16050 [19:35<2:21:14,  1.71it/s]
Training 1/3 epoch (loss 0.0703):  10%|▉         | 1530/16050 [19:35<2:21:14,  1.71it/s]
Training 1/3 epoch (loss 0.0703):  10%|▉         | 1531/16050 [19:35<2:26:28,  1.65it/s]
Training 1/3 epoch (loss 0.0149):  10%|▉         | 1531/16050 [19:36<2:26:28,  1.65it/s]
Training 1/3 epoch (loss 0.0149):  10%|▉         | 1532/16050 [19:36<2:20:55,  1.72it/s]
Training 1/3 epoch (loss 0.0057):  10%|▉         | 1532/16050 [19:36<2:20:55,  1.72it/s]
Training 1/3 epoch (loss 0.0057):  10%|▉         | 1533/16050 [19:36<2:23:36,  1.68it/s]
Training 1/3 epoch (loss 0.3427):  10%|▉         | 1533/16050 [19:37<2:23:36,  1.68it/s]
Training 1/3 epoch (loss 0.3427):  10%|▉         | 1534/16050 [19:37<2:27:54,  1.64it/s]
Training 1/3 epoch (loss 0.0044):  10%|▉         | 1534/16050 [19:38<2:27:54,  1.64it/s]
Training 1/3 epoch (loss 0.0044):  10%|▉         | 1535/16050 [19:38<2:21:24,  1.71it/s]
Training 1/3 epoch (loss 0.2598):  10%|▉         | 1535/16050 [19:38<2:21:24,  1.71it/s]
Training 1/3 epoch (loss 0.2598):  10%|▉         | 1536/16050 [19:38<2:32:41,  1.58it/s]
Training 1/3 epoch (loss 0.0472):  10%|▉         | 1536/16050 [19:39<2:32:41,  1.58it/s]
Training 1/3 epoch (loss 0.0472):  10%|▉         | 1537/16050 [19:39<2:12:34,  1.82it/s]
Training 1/3 epoch (loss 0.3863):  10%|▉         | 1537/16050 [19:41<2:12:34,  1.82it/s]
Training 1/3 epoch (loss 0.3863):  10%|▉         | 1538/16050 [19:41<4:23:24,  1.09s/it]
Training 1/3 epoch (loss 0.2662):  10%|▉         | 1538/16050 [19:41<4:23:24,  1.09s/it]
Training 1/3 epoch (loss 0.2662):  10%|▉         | 1539/16050 [19:41<3:25:57,  1.17it/s]
Training 1/3 epoch (loss 0.0040):  10%|▉         | 1539/16050 [19:42<3:25:57,  1.17it/s]
Training 1/3 epoch (loss 0.0040):  10%|▉         | 1540/16050 [19:42<3:13:13,  1.25it/s]
Training 1/3 epoch (loss 0.0078):  10%|▉         | 1540/16050 [19:43<3:13:13,  1.25it/s]
Training 1/3 epoch (loss 0.0078):  10%|▉         | 1541/16050 [19:43<2:48:05,  1.44it/s]
Training 1/3 epoch (loss 0.0410):  10%|▉         | 1541/16050 [19:43<2:48:05,  1.44it/s]
Training 1/3 epoch (loss 0.0410):  10%|▉         | 1542/16050 [19:43<2:36:36,  1.54it/s]
Training 1/3 epoch (loss 0.0946):  10%|▉         | 1542/16050 [19:43<2:36:36,  1.54it/s]
Training 1/3 epoch (loss 0.0946):  10%|▉         | 1543/16050 [19:43<2:14:46,  1.79it/s]
Training 1/3 epoch (loss 0.0182):  10%|▉         | 1543/16050 [19:44<2:14:46,  1.79it/s]
Training 1/3 epoch (loss 0.0182):  10%|▉         | 1544/16050 [19:44<2:16:42,  1.77it/s]
Training 1/3 epoch (loss 0.0009):  10%|▉         | 1544/16050 [19:45<2:16:42,  1.77it/s]
Training 1/3 epoch (loss 0.0009):  10%|▉         | 1545/16050 [19:45<2:20:30,  1.72it/s]
Training 1/3 epoch (loss 0.5589):  10%|▉         | 1545/16050 [19:45<2:20:30,  1.72it/s]
Training 1/3 epoch (loss 0.5589):  10%|▉         | 1546/16050 [19:45<2:24:03,  1.68it/s]
Training 1/3 epoch (loss 0.1924):  10%|▉         | 1546/16050 [19:46<2:24:03,  1.68it/s]
Training 1/3 epoch (loss 0.1924):  10%|▉         | 1547/16050 [19:46<2:18:50,  1.74it/s]
Training 1/3 epoch (loss 0.0044):  10%|▉         | 1547/16050 [19:47<2:18:50,  1.74it/s]
Training 1/3 epoch (loss 0.0044):  10%|▉         | 1548/16050 [19:47<2:36:38,  1.54it/s]
Training 1/3 epoch (loss 0.4661):  10%|▉         | 1548/16050 [19:47<2:36:38,  1.54it/s]
Training 1/3 epoch (loss 0.4661):  10%|▉         | 1549/16050 [19:47<2:23:51,  1.68it/s]
Training 1/3 epoch (loss 0.0089):  10%|▉         | 1549/16050 [19:48<2:23:51,  1.68it/s]
Training 1/3 epoch (loss 0.0089):  10%|▉         | 1550/16050 [19:48<2:17:19,  1.76it/s]
Training 1/3 epoch (loss 0.0262):  10%|▉         | 1550/16050 [19:48<2:17:19,  1.76it/s]
Training 1/3 epoch (loss 0.0262):  10%|▉         | 1551/16050 [19:48<2:14:29,  1.80it/s]
Training 1/3 epoch (loss 0.0199):  10%|▉         | 1551/16050 [19:48<2:14:29,  1.80it/s]
Training 1/3 epoch (loss 0.0199):  10%|▉         | 1552/16050 [19:48<1:59:46,  2.02it/s]
Training 1/3 epoch (loss 0.0382):  10%|▉         | 1552/16050 [19:49<1:59:46,  2.02it/s]
Training 1/3 epoch (loss 0.0382):  10%|▉         | 1553/16050 [19:49<1:56:54,  2.07it/s]
Training 1/3 epoch (loss 0.0038):  10%|▉         | 1553/16050 [19:49<1:56:54,  2.07it/s]
Training 1/3 epoch (loss 0.0038):  10%|▉         | 1554/16050 [19:49<2:00:26,  2.01it/s]
Training 1/3 epoch (loss 0.2649):  10%|▉         | 1554/16050 [19:50<2:00:26,  2.01it/s]
Training 1/3 epoch (loss 0.2649):  10%|▉         | 1555/16050 [19:50<2:06:43,  1.91it/s]
Training 1/3 epoch (loss 0.0103):  10%|▉         | 1555/16050 [19:51<2:06:43,  1.91it/s]
Training 1/3 epoch (loss 0.0103):  10%|▉         | 1556/16050 [19:51<2:14:40,  1.79it/s]
Training 1/3 epoch (loss 0.7504):  10%|▉         | 1556/16050 [19:53<2:14:40,  1.79it/s]
Training 1/3 epoch (loss 0.7504):  10%|▉         | 1557/16050 [19:53<4:16:20,  1.06s/it]
Training 1/3 epoch (loss 0.4530):  10%|▉         | 1557/16050 [19:53<4:16:20,  1.06s/it]
Training 1/3 epoch (loss 0.4530):  10%|▉         | 1558/16050 [19:53<3:23:54,  1.18it/s]
Training 1/3 epoch (loss 0.6657):  10%|▉         | 1558/16050 [19:54<3:23:54,  1.18it/s]
Training 1/3 epoch (loss 0.6657):  10%|▉         | 1559/16050 [19:54<2:46:57,  1.45it/s]
Training 1/3 epoch (loss 0.1839):  10%|▉         | 1559/16050 [19:54<2:46:57,  1.45it/s]
Training 1/3 epoch (loss 0.1839):  10%|▉         | 1560/16050 [19:54<2:44:08,  1.47it/s]
Training 1/3 epoch (loss 0.0064):  10%|▉         | 1560/16050 [19:55<2:44:08,  1.47it/s]
Training 1/3 epoch (loss 0.0064):  10%|▉         | 1561/16050 [19:55<2:33:58,  1.57it/s]
Training 1/3 epoch (loss 0.0804):  10%|▉         | 1561/16050 [19:55<2:33:58,  1.57it/s]
Training 1/3 epoch (loss 0.0804):  10%|▉         | 1562/16050 [19:55<2:40:05,  1.51it/s]
Training 1/3 epoch (loss 0.4768):  10%|▉         | 1562/16050 [19:56<2:40:05,  1.51it/s]
Training 1/3 epoch (loss 0.4768):  10%|▉         | 1563/16050 [19:56<2:22:35,  1.69it/s]
Training 1/3 epoch (loss 0.0054):  10%|▉         | 1563/16050 [19:56<2:22:35,  1.69it/s]
Training 1/3 epoch (loss 0.0054):  10%|▉         | 1564/16050 [19:56<2:16:55,  1.76it/s]
Training 1/3 epoch (loss 0.1792):  10%|▉         | 1564/16050 [19:57<2:16:55,  1.76it/s]
Training 1/3 epoch (loss 0.1792):  10%|▉         | 1565/16050 [19:57<2:19:32,  1.73it/s]
Training 1/3 epoch (loss 0.0074):  10%|▉         | 1565/16050 [19:58<2:19:32,  1.73it/s]
Training 1/3 epoch (loss 0.0074):  10%|▉         | 1566/16050 [19:58<2:21:57,  1.70it/s]
Training 1/3 epoch (loss 0.0386):  10%|▉         | 1566/16050 [19:58<2:21:57,  1.70it/s]
Training 1/3 epoch (loss 0.0386):  10%|▉         | 1567/16050 [19:58<2:15:43,  1.78it/s]
Training 1/3 epoch (loss 0.3826):  10%|▉         | 1567/16050 [19:58<2:15:43,  1.78it/s]
Training 1/3 epoch (loss 0.3826):  10%|▉         | 1568/16050 [19:58<2:01:44,  1.98it/s]
Training 1/3 epoch (loss 0.7483):  10%|▉         | 1568/16050 [19:59<2:01:44,  1.98it/s]
Training 1/3 epoch (loss 0.7483):  10%|▉         | 1569/16050 [19:59<2:11:40,  1.83it/s]
Training 1/3 epoch (loss 0.0042):  10%|▉         | 1569/16050 [20:00<2:11:40,  1.83it/s]
Training 1/3 epoch (loss 0.0042):  10%|▉         | 1570/16050 [20:00<2:10:55,  1.84it/s]
Training 1/3 epoch (loss 0.7557):  10%|▉         | 1570/16050 [20:00<2:10:55,  1.84it/s]
Training 1/3 epoch (loss 0.7557):  10%|▉         | 1571/16050 [20:00<1:57:43,  2.05it/s]
Training 1/3 epoch (loss 0.0456):  10%|▉         | 1571/16050 [20:01<1:57:43,  2.05it/s]
Training 1/3 epoch (loss 0.0456):  10%|▉         | 1572/16050 [20:01<2:20:32,  1.72it/s]
Training 1/3 epoch (loss 0.1356):  10%|▉         | 1572/16050 [20:01<2:20:32,  1.72it/s]
Training 1/3 epoch (loss 0.1356):  10%|▉         | 1573/16050 [20:01<2:25:11,  1.66it/s]
Training 1/3 epoch (loss 0.1086):  10%|▉         | 1573/16050 [20:02<2:25:11,  1.66it/s]
Training 1/3 epoch (loss 0.1086):  10%|▉         | 1574/16050 [20:02<2:19:12,  1.73it/s]
Training 1/3 epoch (loss 0.0049):  10%|▉         | 1574/16050 [20:03<2:19:12,  1.73it/s]
Training 1/3 epoch (loss 0.0049):  10%|▉         | 1575/16050 [20:03<2:16:06,  1.77it/s]
Training 1/3 epoch (loss 0.1157):  10%|▉         | 1575/16050 [20:03<2:16:06,  1.77it/s]
Training 1/3 epoch (loss 0.1157):  10%|▉         | 1576/16050 [20:03<2:01:12,  1.99it/s]
Training 1/3 epoch (loss 0.0295):  10%|▉         | 1576/16050 [20:03<2:01:12,  1.99it/s]
Training 1/3 epoch (loss 0.0295):  10%|▉         | 1577/16050 [20:03<2:04:51,  1.93it/s]
Training 1/3 epoch (loss 0.2386):  10%|▉         | 1577/16050 [20:06<2:04:51,  1.93it/s]
Training 1/3 epoch (loss 0.2386):  10%|▉         | 1578/16050 [20:06<4:08:16,  1.03s/it]
Training 1/3 epoch (loss 0.7191):  10%|▉         | 1578/16050 [20:06<4:08:16,  1.03s/it]
Training 1/3 epoch (loss 0.7191):  10%|▉         | 1579/16050 [20:06<3:31:59,  1.14it/s]
Training 1/3 epoch (loss 0.2738):  10%|▉         | 1579/16050 [20:07<3:31:59,  1.14it/s]
Training 1/3 epoch (loss 0.2738):  10%|▉         | 1580/16050 [20:07<2:58:13,  1.35it/s]
Training 1/3 epoch (loss 0.4990):  10%|▉         | 1580/16050 [20:07<2:58:13,  1.35it/s]
Training 1/3 epoch (loss 0.4990):  10%|▉         | 1581/16050 [20:07<2:30:53,  1.60it/s]
Training 1/3 epoch (loss 0.0107):  10%|▉         | 1581/16050 [20:07<2:30:53,  1.60it/s]
Training 1/3 epoch (loss 0.0107):  10%|▉         | 1582/16050 [20:07<2:12:22,  1.82it/s]
Training 1/3 epoch (loss 0.0602):  10%|▉         | 1582/16050 [20:08<2:12:22,  1.82it/s]
Training 1/3 epoch (loss 0.0602):  10%|▉         | 1583/16050 [20:08<2:15:20,  1.78it/s]
Training 1/3 epoch (loss 0.0030):  10%|▉         | 1583/16050 [20:08<2:15:20,  1.78it/s]
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Training 1/3 epoch (loss 0.3773):  10%|▉         | 1590/16050 [20:12<2:04:00,  1.94it/s]
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Training 1/3 epoch (loss 0.5263):  10%|▉         | 1595/16050 [20:15<2:07:32,  1.89it/s]
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Training 1/3 epoch (loss 0.3384):  10%|▉         | 1602/16050 [20:19<2:26:04,  1.65it/s]
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Training 1/3 epoch (loss 0.3063):  10%|█         | 1617/16050 [20:28<2:00:26,  2.00it/s]
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Training 1/3 epoch (loss 0.0191):  10%|█         | 1618/16050 [20:29<4:13:24,  1.05s/it]
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Training 1/3 epoch (loss 0.3554):  10%|█         | 1621/16050 [20:30<2:55:41,  1.37it/s]
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Training 1/3 epoch (loss 0.0018):  10%|█         | 1622/16050 [20:31<2:39:59,  1.50it/s]
Training 1/3 epoch (loss 0.0018):  10%|█         | 1623/16050 [20:31<2:17:29,  1.75it/s]
Training 1/3 epoch (loss 0.0016):  10%|█         | 1623/16050 [20:31<2:17:29,  1.75it/s]
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Training 1/3 epoch (loss 0.0415):  10%|█         | 1624/16050 [20:32<2:14:18,  1.79it/s]
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Training 1/3 epoch (loss 0.0085):  10%|█         | 1625/16050 [20:32<2:06:26,  1.90it/s]
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Training 1/3 epoch (loss 0.0820):  10%|█         | 1626/16050 [20:32<1:52:57,  2.13it/s]
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Training 1/3 epoch (loss 0.3172):  10%|█         | 1627/16050 [20:33<1:55:22,  2.08it/s]
Training 1/3 epoch (loss 0.3172):  10%|█         | 1628/16050 [20:33<1:49:25,  2.20it/s]
Training 1/3 epoch (loss 0.0607):  10%|█         | 1628/16050 [20:34<1:49:25,  2.20it/s]
Training 1/3 epoch (loss 0.0607):  10%|█         | 1629/16050 [20:34<2:14:42,  1.78it/s]
Training 1/3 epoch (loss 0.2819):  10%|█         | 1629/16050 [20:36<2:14:42,  1.78it/s]
Training 1/3 epoch (loss 0.2819):  10%|█         | 1630/16050 [20:36<4:23:35,  1.10s/it]
Training 1/3 epoch (loss 0.0455):  10%|█         | 1630/16050 [20:36<4:23:35,  1.10s/it]
Training 1/3 epoch (loss 0.0455):  10%|█         | 1631/16050 [20:36<3:29:55,  1.14it/s]
Training 1/3 epoch (loss 0.4690):  10%|█         | 1631/16050 [20:37<3:29:55,  1.14it/s]
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Training 1/3 epoch (loss 0.2027):  10%|█         | 1632/16050 [20:38<2:55:28,  1.37it/s]
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Training 1/3 epoch (loss 0.3770):  10%|█         | 1633/16050 [20:40<3:32:26,  1.13it/s]
Training 1/3 epoch (loss 0.3770):  10%|█         | 1634/16050 [20:40<5:08:52,  1.29s/it]
Training 1/3 epoch (loss 0.0388):  10%|█         | 1634/16050 [20:41<5:08:52,  1.29s/it]
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Training 1/3 epoch (loss 0.0024):  10%|█         | 1635/16050 [20:41<4:09:46,  1.04s/it]
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Training 1/3 epoch (loss 0.0217):  10%|█         | 1636/16050 [20:41<3:17:12,  1.22it/s]
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Training 1/3 epoch (loss 0.0045):  10%|█         | 1637/16050 [20:42<2:50:40,  1.41it/s]
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Training 1/3 epoch (loss 0.7726):  10%|█         | 1638/16050 [20:44<2:31:59,  1.58it/s]
Training 1/3 epoch (loss 0.7726):  10%|█         | 1639/16050 [20:44<4:35:08,  1.15s/it]
Training 1/3 epoch (loss 0.0883):  10%|█         | 1639/16050 [20:45<4:35:08,  1.15s/it]
Training 1/3 epoch (loss 0.0883):  10%|█         | 1640/16050 [20:45<4:01:48,  1.01s/it]
Training 1/3 epoch (loss 0.0060):  10%|█         | 1640/16050 [20:45<4:01:48,  1.01s/it]
Training 1/3 epoch (loss 0.0060):  10%|█         | 1641/16050 [20:45<3:20:21,  1.20it/s]
Training 1/3 epoch (loss 0.1208):  10%|█         | 1641/16050 [20:46<3:20:21,  1.20it/s]
Training 1/3 epoch (loss 0.1208):  10%|█         | 1642/16050 [20:46<2:49:51,  1.41it/s]
Training 1/3 epoch (loss 0.0165):  10%|█         | 1642/16050 [20:46<2:49:51,  1.41it/s]
Training 1/3 epoch (loss 0.0165):  10%|█         | 1643/16050 [20:46<2:46:37,  1.44it/s]
Training 1/3 epoch (loss 0.0056):  10%|█         | 1643/16050 [20:47<2:46:37,  1.44it/s]
Training 1/3 epoch (loss 0.0056):  10%|█         | 1644/16050 [20:47<2:41:17,  1.49it/s]
Training 1/3 epoch (loss 0.3624):  10%|█         | 1644/16050 [20:47<2:41:17,  1.49it/s]
Training 1/3 epoch (loss 0.3624):  10%|█         | 1645/16050 [20:47<2:18:18,  1.74it/s]
Training 1/3 epoch (loss 0.2720):  10%|█         | 1645/16050 [20:48<2:18:18,  1.74it/s]
Training 1/3 epoch (loss 0.2720):  10%|█         | 1646/16050 [20:48<2:35:25,  1.54it/s]
Training 1/3 epoch (loss 0.0181):  10%|█         | 1646/16050 [20:49<2:35:25,  1.54it/s]
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Training 1/3 epoch (loss 0.0667):  10%|█         | 1647/16050 [20:49<2:30:38,  1.59it/s]
Training 1/3 epoch (loss 0.0667):  10%|█         | 1648/16050 [20:49<2:11:21,  1.83it/s]
Training 1/3 epoch (loss 0.5631):  10%|█         | 1648/16050 [20:49<2:11:21,  1.83it/s]
Training 1/3 epoch (loss 0.5631):  10%|█         | 1649/16050 [20:49<2:00:38,  1.99it/s]
Training 1/3 epoch (loss 0.2276):  10%|█         | 1649/16050 [20:50<2:00:38,  1.99it/s]
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Training 1/3 epoch (loss 0.0096):  10%|█         | 1650/16050 [20:50<1:48:44,  2.21it/s]
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Training 1/3 epoch (loss 0.8681):  10%|█         | 1651/16050 [20:51<1:53:30,  2.11it/s]
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Training 1/3 epoch (loss 0.1880):  10%|█         | 1652/16050 [20:51<1:46:12,  2.26it/s]
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Training 1/3 epoch (loss 0.5673):  10%|█         | 1656/16050 [20:53<1:49:22,  2.19it/s]
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Training 1/3 epoch (loss 0.1042):  10%|█         | 1672/16050 [21:02<2:14:38,  1.78it/s]
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Training 1/3 epoch (loss 0.2791):  10%|█         | 1673/16050 [21:02<2:13:04,  1.80it/s]
Training 1/3 epoch (loss 0.2791):  10%|█         | 1674/16050 [21:02<2:15:14,  1.77it/s]
Training 1/3 epoch (loss 0.0162):  10%|█         | 1674/16050 [21:03<2:15:14,  1.77it/s]
Training 1/3 epoch (loss 0.0162):  10%|█         | 1675/16050 [21:03<2:11:52,  1.82it/s]
Training 1/3 epoch (loss 0.0225):  10%|█         | 1675/16050 [21:03<2:11:52,  1.82it/s]
Training 1/3 epoch (loss 0.0225):  10%|█         | 1676/16050 [21:03<2:12:00,  1.81it/s]
Training 1/3 epoch (loss 0.0674):  10%|█         | 1676/16050 [21:04<2:12:00,  1.81it/s]
Training 1/3 epoch (loss 0.0674):  10%|█         | 1677/16050 [21:04<1:59:49,  2.00it/s]
Training 1/3 epoch (loss 0.0060):  10%|█         | 1677/16050 [21:04<1:59:49,  2.00it/s]
Training 1/3 epoch (loss 0.0060):  10%|█         | 1678/16050 [21:04<2:07:11,  1.88it/s]
Training 1/3 epoch (loss 0.0014):  10%|█         | 1678/16050 [21:05<2:07:11,  1.88it/s]
Training 1/3 epoch (loss 0.0014):  10%|█         | 1679/16050 [21:05<1:51:47,  2.14it/s]
Training 1/3 epoch (loss 0.5522):  10%|█         | 1679/16050 [21:06<1:51:47,  2.14it/s]
Training 1/3 epoch (loss 0.5522):  10%|█         | 1680/16050 [21:06<2:29:54,  1.60it/s]
Training 1/3 epoch (loss 0.0076):  10%|█         | 1680/16050 [21:06<2:29:54,  1.60it/s]
Training 1/3 epoch (loss 0.0076):  10%|█         | 1681/16050 [21:06<2:20:00,  1.71it/s]
Training 1/3 epoch (loss 0.0373):  10%|█         | 1681/16050 [21:07<2:20:00,  1.71it/s]
Training 1/3 epoch (loss 0.0373):  10%|█         | 1682/16050 [21:07<2:36:21,  1.53it/s]
Training 1/3 epoch (loss 0.4471):  10%|█         | 1682/16050 [21:08<2:36:21,  1.53it/s]
Training 1/3 epoch (loss 0.4471):  10%|█         | 1683/16050 [21:08<2:31:56,  1.58it/s]
Training 1/3 epoch (loss 0.0447):  10%|█         | 1683/16050 [21:08<2:31:56,  1.58it/s]
Training 1/3 epoch (loss 0.0447):  10%|█         | 1684/16050 [21:08<2:34:06,  1.55it/s]
Training 1/3 epoch (loss 0.8177):  10%|█         | 1684/16050 [21:09<2:34:06,  1.55it/s]
Training 1/3 epoch (loss 0.8177):  10%|█         | 1685/16050 [21:09<2:32:09,  1.57it/s]
Training 1/3 epoch (loss 0.2435):  10%|█         | 1685/16050 [21:09<2:32:09,  1.57it/s]
Training 1/3 epoch (loss 0.2435):  11%|█         | 1686/16050 [21:09<2:12:59,  1.80it/s]
Training 1/3 epoch (loss 0.3778):  11%|█         | 1686/16050 [21:10<2:12:59,  1.80it/s]
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Training 1/3 epoch (loss 0.6002):  11%|█         | 1687/16050 [21:10<1:58:05,  2.03it/s]
Training 1/3 epoch (loss 0.6002):  11%|█         | 1688/16050 [21:10<2:25:07,  1.65it/s]
Training 1/3 epoch (loss 0.0533):  11%|█         | 1688/16050 [21:11<2:25:07,  1.65it/s]
Training 1/3 epoch (loss 0.0533):  11%|█         | 1689/16050 [21:11<2:07:23,  1.88it/s]
Training 1/3 epoch (loss 0.4385):  11%|█         | 1689/16050 [21:13<2:07:23,  1.88it/s]
Training 1/3 epoch (loss 0.4385):  11%|█         | 1690/16050 [21:13<4:09:08,  1.04s/it]
Training 1/3 epoch (loss 0.7903):  11%|█         | 1690/16050 [21:14<4:09:08,  1.04s/it]
Training 1/3 epoch (loss 0.7903):  11%|█         | 1691/16050 [21:14<3:32:26,  1.13it/s]
Training 1/3 epoch (loss 0.0031):  11%|█         | 1691/16050 [21:14<3:32:26,  1.13it/s]
Training 1/3 epoch (loss 0.0031):  11%|█         | 1692/16050 [21:14<3:02:03,  1.31it/s]
Training 1/3 epoch (loss 0.0545):  11%|█         | 1692/16050 [21:15<3:02:03,  1.31it/s]
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Training 1/3 epoch (loss 0.5104):  11%|█         | 1693/16050 [21:15<2:51:35,  1.39it/s]
Training 1/3 epoch (loss 0.5104):  11%|█         | 1694/16050 [21:15<2:45:34,  1.45it/s]
Training 1/3 epoch (loss 0.0555):  11%|█         | 1694/16050 [21:16<2:45:34,  1.45it/s]
Training 1/3 epoch (loss 0.0555):  11%|█         | 1695/16050 [21:16<2:24:13,  1.66it/s]
Training 1/3 epoch (loss 0.0153):  11%|█         | 1695/16050 [21:16<2:24:13,  1.66it/s]
Training 1/3 epoch (loss 0.0153):  11%|█         | 1696/16050 [21:16<2:22:42,  1.68it/s]
Training 1/3 epoch (loss 0.2300):  11%|█         | 1696/16050 [21:17<2:22:42,  1.68it/s]
Training 1/3 epoch (loss 0.2300):  11%|█         | 1697/16050 [21:17<2:16:42,  1.75it/s]
Training 1/3 epoch (loss 0.0151):  11%|█         | 1697/16050 [21:17<2:16:42,  1.75it/s]
Training 1/3 epoch (loss 0.0151):  11%|█         | 1698/16050 [21:17<2:19:01,  1.72it/s]
Training 1/3 epoch (loss 0.0351):  11%|█         | 1698/16050 [21:18<2:19:01,  1.72it/s]
Training 1/3 epoch (loss 0.0351):  11%|█         | 1699/16050 [21:18<2:01:18,  1.97it/s]
Training 1/3 epoch (loss 0.0428):  11%|█         | 1699/16050 [21:18<2:01:18,  1.97it/s]
Training 1/3 epoch (loss 0.0428):  11%|█         | 1700/16050 [21:18<1:50:22,  2.17it/s]
Training 1/3 epoch (loss 0.0166):  11%|█         | 1700/16050 [21:18<1:50:22,  2.17it/s]
Training 1/3 epoch (loss 0.0166):  11%|█         | 1701/16050 [21:18<1:49:44,  2.18it/s]
Training 1/3 epoch (loss 0.1030):  11%|█         | 1701/16050 [21:19<1:49:44,  2.18it/s]
Training 1/3 epoch (loss 0.1030):  11%|█         | 1702/16050 [21:19<1:59:19,  2.00it/s]
Training 1/3 epoch (loss 0.2402):  11%|█         | 1702/16050 [21:20<1:59:19,  2.00it/s]
Training 1/3 epoch (loss 0.2402):  11%|█         | 1703/16050 [21:20<2:34:35,  1.55it/s]
Training 1/3 epoch (loss 0.0089):  11%|█         | 1703/16050 [21:21<2:34:35,  1.55it/s]
Training 1/3 epoch (loss 0.0089):  11%|█         | 1704/16050 [21:21<2:27:56,  1.62it/s]
Training 1/3 epoch (loss 0.0295):  11%|█         | 1704/16050 [21:21<2:27:56,  1.62it/s]
Training 1/3 epoch (loss 0.0295):  11%|█         | 1705/16050 [21:21<2:22:00,  1.68it/s]
Training 1/3 epoch (loss 0.0183):  11%|█         | 1705/16050 [21:22<2:22:00,  1.68it/s]
Training 1/3 epoch (loss 0.0183):  11%|█         | 1706/16050 [21:22<2:13:41,  1.79it/s]
Training 1/3 epoch (loss 0.7715):  11%|█         | 1706/16050 [21:22<2:13:41,  1.79it/s]
Training 1/3 epoch (loss 0.7715):  11%|█         | 1707/16050 [21:22<2:11:14,  1.82it/s]
Training 1/3 epoch (loss 0.0084):  11%|█         | 1707/16050 [21:23<2:11:14,  1.82it/s]
Training 1/3 epoch (loss 0.0084):  11%|█         | 1708/16050 [21:23<2:07:12,  1.88it/s]
Training 1/3 epoch (loss 0.5364):  11%|█         | 1708/16050 [21:23<2:07:12,  1.88it/s]
Training 1/3 epoch (loss 0.5364):  11%|█         | 1709/16050 [21:23<2:01:36,  1.97it/s]
Training 1/3 epoch (loss 0.1552):  11%|█         | 1709/16050 [21:24<2:01:36,  1.97it/s]
Training 1/3 epoch (loss 0.1552):  11%|█         | 1710/16050 [21:24<2:19:58,  1.71it/s]
Training 1/3 epoch (loss 0.4605):  11%|█         | 1710/16050 [21:24<2:19:58,  1.71it/s]
Training 1/3 epoch (loss 0.4605):  11%|█         | 1711/16050 [21:24<2:16:13,  1.75it/s]
Training 1/3 epoch (loss 0.0491):  11%|█         | 1711/16050 [21:25<2:16:13,  1.75it/s]
Training 1/3 epoch (loss 0.0491):  11%|█         | 1712/16050 [21:25<2:09:20,  1.85it/s]
Training 1/3 epoch (loss 0.0032):  11%|█         | 1712/16050 [21:25<2:09:20,  1.85it/s]
Training 1/3 epoch (loss 0.0032):  11%|█         | 1713/16050 [21:25<2:03:21,  1.94it/s]
Training 1/3 epoch (loss 0.1881):  11%|█         | 1713/16050 [21:26<2:03:21,  1.94it/s]
Training 1/3 epoch (loss 0.1881):  11%|█         | 1714/16050 [21:26<1:53:58,  2.10it/s]
Training 1/3 epoch (loss 0.4422):  11%|█         | 1714/16050 [21:26<1:53:58,  2.10it/s]
Training 1/3 epoch (loss 0.4422):  11%|█         | 1715/16050 [21:26<1:56:53,  2.04it/s]
Training 1/3 epoch (loss 0.0443):  11%|█         | 1715/16050 [21:27<1:56:53,  2.04it/s]
Training 1/3 epoch (loss 0.0443):  11%|█         | 1716/16050 [21:27<2:10:04,  1.84it/s]
Training 1/3 epoch (loss 0.2582):  11%|█         | 1716/16050 [21:27<2:10:04,  1.84it/s]
Training 1/3 epoch (loss 0.2582):  11%|█         | 1717/16050 [21:27<2:10:25,  1.83it/s]
Training 1/3 epoch (loss 0.0258):  11%|█         | 1717/16050 [21:28<2:10:25,  1.83it/s]
Training 1/3 epoch (loss 0.0258):  11%|█         | 1718/16050 [21:28<2:19:42,  1.71it/s]
Training 1/3 epoch (loss 0.0014):  11%|█         | 1718/16050 [21:29<2:19:42,  1.71it/s]
Training 1/3 epoch (loss 0.0014):  11%|█         | 1719/16050 [21:29<2:10:18,  1.83it/s]
Training 1/3 epoch (loss 0.0151):  11%|█         | 1719/16050 [21:29<2:10:18,  1.83it/s]
Training 1/3 epoch (loss 0.0151):  11%|█         | 1720/16050 [21:29<2:16:34,  1.75it/s]
Training 1/3 epoch (loss 0.4265):  11%|█         | 1720/16050 [21:30<2:16:34,  1.75it/s]
Training 1/3 epoch (loss 0.4265):  11%|█         | 1721/16050 [21:30<2:12:56,  1.80it/s]
Training 1/3 epoch (loss 0.5045):  11%|█         | 1721/16050 [21:32<2:12:56,  1.80it/s]
Training 1/3 epoch (loss 0.5045):  11%|█         | 1722/16050 [21:32<4:15:14,  1.07s/it]
Training 1/3 epoch (loss 0.4468):  11%|█         | 1722/16050 [21:34<4:15:14,  1.07s/it]
Training 1/3 epoch (loss 0.4468):  11%|█         | 1723/16050 [21:34<5:48:18,  1.46s/it]
Training 1/3 epoch (loss 0.0256):  11%|█         | 1723/16050 [21:35<5:48:18,  1.46s/it]
Training 1/3 epoch (loss 0.0256):  11%|█         | 1724/16050 [21:35<4:34:22,  1.15s/it]
Training 1/3 epoch (loss 0.4157):  11%|█         | 1724/16050 [21:35<4:34:22,  1.15s/it]
Training 1/3 epoch (loss 0.4157):  11%|█         | 1725/16050 [21:35<4:00:14,  1.01s/it]
Training 1/3 epoch (loss 0.1217):  11%|█         | 1725/16050 [21:36<4:00:14,  1.01s/it]
Training 1/3 epoch (loss 0.1217):  11%|█         | 1726/16050 [21:36<3:25:48,  1.16it/s]
Training 1/3 epoch (loss 0.0073):  11%|█         | 1726/16050 [21:36<3:25:48,  1.16it/s]
Training 1/3 epoch (loss 0.0073):  11%|█         | 1727/16050 [21:36<2:58:03,  1.34it/s]
Training 1/3 epoch (loss 0.0015):  11%|█         | 1727/16050 [21:37<2:58:03,  1.34it/s]
Training 1/3 epoch (loss 0.0015):  11%|█         | 1728/16050 [21:37<2:41:04,  1.48it/s]
Training 1/3 epoch (loss 0.2564):  11%|█         | 1728/16050 [21:37<2:41:04,  1.48it/s]
Training 1/3 epoch (loss 0.2564):  11%|█         | 1729/16050 [21:37<2:25:09,  1.64it/s]
Training 1/3 epoch (loss 0.2679):  11%|█         | 1729/16050 [21:38<2:25:09,  1.64it/s]
Training 1/3 epoch (loss 0.2679):  11%|█         | 1730/16050 [21:38<2:28:29,  1.61it/s]
Training 1/3 epoch (loss 0.2189):  11%|█         | 1730/16050 [21:39<2:28:29,  1.61it/s]
Training 1/3 epoch (loss 0.2189):  11%|█         | 1731/16050 [21:39<2:26:04,  1.63it/s]
Training 1/3 epoch (loss 1.1892):  11%|█         | 1731/16050 [21:39<2:26:04,  1.63it/s]
Training 1/3 epoch (loss 1.1892):  11%|█         | 1732/16050 [21:39<2:25:57,  1.63it/s]
Training 1/3 epoch (loss 0.0280):  11%|█         | 1732/16050 [21:40<2:25:57,  1.63it/s]
Training 1/3 epoch (loss 0.0280):  11%|█         | 1733/16050 [21:40<2:41:33,  1.48it/s]
Training 1/3 epoch (loss 0.0075):  11%|█         | 1733/16050 [21:41<2:41:33,  1.48it/s]
Training 1/3 epoch (loss 0.0075):  11%|█         | 1734/16050 [21:41<2:27:55,  1.61it/s]
Training 1/3 epoch (loss 0.3457):  11%|█         | 1734/16050 [21:41<2:27:55,  1.61it/s]
Training 1/3 epoch (loss 0.3457):  11%|█         | 1735/16050 [21:41<2:20:03,  1.70it/s]
Training 1/3 epoch (loss 0.1228):  11%|█         | 1735/16050 [21:42<2:20:03,  1.70it/s]
Training 1/3 epoch (loss 0.1228):  11%|█         | 1736/16050 [21:42<2:22:15,  1.68it/s]
Training 1/3 epoch (loss 0.0160):  11%|█         | 1736/16050 [21:42<2:22:15,  1.68it/s]
Training 1/3 epoch (loss 0.0160):  11%|█         | 1737/16050 [21:42<2:26:56,  1.62it/s]
Training 1/3 epoch (loss 0.0727):  11%|█         | 1737/16050 [21:43<2:26:56,  1.62it/s]
Training 1/3 epoch (loss 0.0727):  11%|█         | 1738/16050 [21:43<2:15:24,  1.76it/s]
Training 1/3 epoch (loss 0.0169):  11%|█         | 1738/16050 [21:43<2:15:24,  1.76it/s]
Training 1/3 epoch (loss 0.0169):  11%|█         | 1739/16050 [21:43<2:08:48,  1.85it/s]
Training 1/3 epoch (loss 0.7557):  11%|█         | 1739/16050 [21:44<2:08:48,  1.85it/s]
Training 1/3 epoch (loss 0.7557):  11%|█         | 1740/16050 [21:44<2:52:14,  1.38it/s]
Training 1/3 epoch (loss 0.0068):  11%|█         | 1740/16050 [21:45<2:52:14,  1.38it/s]
Training 1/3 epoch (loss 0.0068):  11%|█         | 1741/16050 [21:45<2:34:13,  1.55it/s]
Training 1/3 epoch (loss 0.0407):  11%|█         | 1741/16050 [21:46<2:34:13,  1.55it/s]
Training 1/3 epoch (loss 0.0407):  11%|█         | 1742/16050 [21:46<2:32:24,  1.56it/s]
Training 1/3 epoch (loss 0.1115):  11%|█         | 1742/16050 [21:46<2:32:24,  1.56it/s]
Training 1/3 epoch (loss 0.1115):  11%|█         | 1743/16050 [21:46<2:29:49,  1.59it/s]
Training 1/3 epoch (loss 0.2540):  11%|█         | 1743/16050 [21:47<2:29:49,  1.59it/s]
Training 1/3 epoch (loss 0.2540):  11%|█         | 1744/16050 [21:47<2:10:36,  1.83it/s]
Training 1/3 epoch (loss 0.1521):  11%|█         | 1744/16050 [21:47<2:10:36,  1.83it/s]
Training 1/3 epoch (loss 0.1521):  11%|█         | 1745/16050 [21:47<2:09:16,  1.84it/s]
Training 1/3 epoch (loss 0.1177):  11%|█         | 1745/16050 [21:48<2:09:16,  1.84it/s]
Training 1/3 epoch (loss 0.1177):  11%|█         | 1746/16050 [21:48<2:09:46,  1.84it/s]
Training 1/3 epoch (loss 0.1018):  11%|█         | 1746/16050 [21:48<2:09:46,  1.84it/s]
Training 1/3 epoch (loss 0.1018):  11%|█         | 1747/16050 [21:48<2:15:15,  1.76it/s]
Training 1/3 epoch (loss 0.8314):  11%|█         | 1747/16050 [21:51<2:15:15,  1.76it/s]
Training 1/3 epoch (loss 0.8314):  11%|█         | 1748/16050 [21:51<4:22:51,  1.10s/it]
Training 1/3 epoch (loss 0.1043):  11%|█         | 1748/16050 [21:51<4:22:51,  1.10s/it]
Training 1/3 epoch (loss 0.1043):  11%|█         | 1749/16050 [21:51<3:37:18,  1.10it/s]
Training 1/3 epoch (loss 0.0952):  11%|█         | 1749/16050 [21:51<3:37:18,  1.10it/s]
Training 1/3 epoch (loss 0.0952):  11%|█         | 1750/16050 [21:51<3:01:16,  1.31it/s]
Training 1/3 epoch (loss 0.6704):  11%|█         | 1750/16050 [21:52<3:01:16,  1.31it/s]
Training 1/3 epoch (loss 0.6704):  11%|█         | 1751/16050 [21:52<2:29:22,  1.60it/s]
Training 1/3 epoch (loss 0.0017):  11%|█         | 1751/16050 [21:52<2:29:22,  1.60it/s]
Training 1/3 epoch (loss 0.0017):  11%|█         | 1752/16050 [21:52<2:27:23,  1.62it/s]
Training 1/3 epoch (loss 0.2174):  11%|█         | 1752/16050 [21:53<2:27:23,  1.62it/s]
Training 1/3 epoch (loss 0.2174):  11%|█         | 1753/16050 [21:53<2:56:10,  1.35it/s]
Training 1/3 epoch (loss 0.0038):  11%|█         | 1753/16050 [21:54<2:56:10,  1.35it/s]
Training 1/3 epoch (loss 0.0038):  11%|█         | 1754/16050 [21:54<2:29:34,  1.59it/s]
Training 1/3 epoch (loss 0.0229):  11%|█         | 1754/16050 [21:54<2:29:34,  1.59it/s]
Training 1/3 epoch (loss 0.0229):  11%|█         | 1755/16050 [21:54<2:05:59,  1.89it/s]
Training 1/3 epoch (loss 0.6025):  11%|█         | 1755/16050 [21:54<2:05:59,  1.89it/s]
Training 1/3 epoch (loss 0.6025):  11%|█         | 1756/16050 [21:54<1:57:35,  2.03it/s]
Training 1/3 epoch (loss 0.0089):  11%|█         | 1756/16050 [21:55<1:57:35,  2.03it/s]
Training 1/3 epoch (loss 0.0089):  11%|█         | 1757/16050 [21:55<1:53:56,  2.09it/s]
Training 1/3 epoch (loss 0.1136):  11%|█         | 1757/16050 [21:55<1:53:56,  2.09it/s]
Training 1/3 epoch (loss 0.1136):  11%|█         | 1758/16050 [21:55<1:48:27,  2.20it/s]
Training 1/3 epoch (loss 0.0536):  11%|█         | 1758/16050 [21:56<1:48:27,  2.20it/s]
Training 1/3 epoch (loss 0.0536):  11%|█         | 1759/16050 [21:56<2:03:31,  1.93it/s]
Training 1/3 epoch (loss 0.0818):  11%|█         | 1759/16050 [21:57<2:03:31,  1.93it/s]
Training 1/3 epoch (loss 0.0818):  11%|█         | 1760/16050 [21:57<2:18:01,  1.73it/s]
Training 1/3 epoch (loss 0.0705):  11%|█         | 1760/16050 [21:58<2:18:01,  1.73it/s]
Training 1/3 epoch (loss 0.0705):  11%|█         | 1761/16050 [21:58<2:37:37,  1.51it/s]
Training 1/3 epoch (loss 0.0626):  11%|█         | 1761/16050 [21:58<2:37:37,  1.51it/s]
Training 1/3 epoch (loss 0.0626):  11%|█         | 1762/16050 [21:58<2:22:58,  1.67it/s]
Training 1/3 epoch (loss 0.0486):  11%|█         | 1762/16050 [21:59<2:22:58,  1.67it/s]
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Training 1/3 epoch (loss 0.0798):  11%|█         | 1769/16050 [22:02<1:59:34,  1.99it/s]
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Training 1/3 epoch (loss 0.3575):  11%|█         | 1782/16050 [22:10<2:03:17,  1.93it/s]
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Training 1/3 epoch (loss 0.0064):  11%|█         | 1783/16050 [22:11<4:06:10,  1.04s/it]
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Training 1/3 epoch (loss 0.0689):  11%|█         | 1784/16050 [22:12<3:38:58,  1.09it/s]
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Training 1/3 epoch (loss 0.0227):  11%|█         | 1785/16050 [22:12<3:31:55,  1.12it/s]
Training 1/3 epoch (loss 0.0227):  11%|█         | 1786/16050 [22:12<3:11:37,  1.24it/s]
Training 1/3 epoch (loss 0.3209):  11%|█         | 1786/16050 [22:13<3:11:37,  1.24it/s]
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Training 1/3 epoch (loss 0.5945):  11%|█         | 1787/16050 [22:13<2:47:54,  1.42it/s]
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Training 1/3 epoch (loss 0.0626):  11%|█         | 1788/16050 [22:14<2:30:40,  1.58it/s]
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Training 1/3 epoch (loss 0.4979):  11%|█         | 1789/16050 [22:15<2:34:04,  1.54it/s]
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Training 1/3 epoch (loss 0.0054):  11%|█         | 1790/16050 [22:15<2:16:35,  1.74it/s]
Training 1/3 epoch (loss 0.0054):  11%|█         | 1791/16050 [22:15<2:20:51,  1.69it/s]
Training 1/3 epoch (loss 0.0016):  11%|█         | 1791/16050 [22:16<2:20:51,  1.69it/s]
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Training 1/3 epoch (loss 0.0061):  11%|█         | 1792/16050 [22:16<2:08:21,  1.85it/s]
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Training 1/3 epoch (loss 0.0492):  11%|█         | 1793/16050 [22:16<1:58:37,  2.00it/s]
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Training 1/3 epoch (loss 0.1329):  11%|█         | 1794/16050 [22:17<1:56:21,  2.04it/s]
Training 1/3 epoch (loss 0.1329):  11%|█         | 1795/16050 [22:17<2:06:46,  1.87it/s]
Training 1/3 epoch (loss 0.9531):  11%|█         | 1795/16050 [22:18<2:06:46,  1.87it/s]
Training 1/3 epoch (loss 0.9531):  11%|█         | 1796/16050 [22:18<2:02:57,  1.93it/s]
Training 1/3 epoch (loss 0.0072):  11%|█         | 1796/16050 [22:18<2:02:57,  1.93it/s]
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Training 1/3 epoch (loss 0.1072):  11%|█         | 1797/16050 [22:19<2:04:39,  1.91it/s]
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Training 1/3 epoch (loss 0.7509):  11%|█         | 1798/16050 [22:19<2:15:27,  1.75it/s]
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Training 1/3 epoch (loss 0.2281):  11%|█         | 1799/16050 [22:20<2:11:33,  1.81it/s]
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Training 1/3 epoch (loss 0.5827):  11%|█         | 1800/16050 [22:20<1:53:51,  2.09it/s]
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Training 1/3 epoch (loss 1.8952):  11%|█         | 1801/16050 [22:20<1:41:30,  2.34it/s]
Training 1/3 epoch (loss 1.8952):  11%|█         | 1802/16050 [22:20<1:53:18,  2.10it/s]
Training 1/3 epoch (loss 0.1863):  11%|█         | 1802/16050 [22:22<1:53:18,  2.10it/s]
Training 1/3 epoch (loss 0.1863):  11%|█         | 1803/16050 [22:22<2:42:42,  1.46it/s]
Training 1/3 epoch (loss 0.7293):  11%|█         | 1803/16050 [22:22<2:42:42,  1.46it/s]
Training 1/3 epoch (loss 0.7293):  11%|█         | 1804/16050 [22:22<2:27:04,  1.61it/s]
Training 1/3 epoch (loss 0.2938):  11%|█         | 1804/16050 [22:23<2:27:04,  1.61it/s]
Training 1/3 epoch (loss 0.2938):  11%|█         | 1805/16050 [22:23<2:15:26,  1.75it/s]
Training 1/3 epoch (loss 0.1272):  11%|█         | 1805/16050 [22:23<2:15:26,  1.75it/s]
Training 1/3 epoch (loss 0.1272):  11%|█▏        | 1806/16050 [22:23<2:18:22,  1.72it/s]
Training 1/3 epoch (loss 0.0994):  11%|█▏        | 1806/16050 [22:24<2:18:22,  1.72it/s]
Training 1/3 epoch (loss 0.0994):  11%|█▏        | 1807/16050 [22:24<2:27:45,  1.61it/s]
Training 1/3 epoch (loss 0.0878):  11%|█▏        | 1807/16050 [22:25<2:27:45,  1.61it/s]
Training 1/3 epoch (loss 0.0878):  11%|█▏        | 1808/16050 [22:25<2:41:35,  1.47it/s]
Training 1/3 epoch (loss 0.0145):  11%|█▏        | 1808/16050 [22:25<2:41:35,  1.47it/s]
Training 1/3 epoch (loss 0.0145):  11%|█▏        | 1809/16050 [22:25<2:32:54,  1.55it/s]
Training 1/3 epoch (loss 0.0021):  11%|█▏        | 1809/16050 [22:26<2:32:54,  1.55it/s]
Training 1/3 epoch (loss 0.0021):  11%|█▏        | 1810/16050 [22:26<2:15:59,  1.75it/s]
Training 1/3 epoch (loss 0.0049):  11%|█▏        | 1810/16050 [22:26<2:15:59,  1.75it/s]
Training 1/3 epoch (loss 0.0049):  11%|█▏        | 1811/16050 [22:26<2:06:45,  1.87it/s]
Training 1/3 epoch (loss 0.0063):  11%|█▏        | 1811/16050 [22:27<2:06:45,  1.87it/s]
Training 1/3 epoch (loss 0.0063):  11%|█▏        | 1812/16050 [22:27<2:01:30,  1.95it/s]
Training 1/3 epoch (loss 0.1088):  11%|█▏        | 1812/16050 [22:28<2:01:30,  1.95it/s]
Training 1/3 epoch (loss 0.1088):  11%|█▏        | 1813/16050 [22:28<2:53:06,  1.37it/s]
Training 1/3 epoch (loss 0.0471):  11%|█▏        | 1813/16050 [22:28<2:53:06,  1.37it/s]
Training 1/3 epoch (loss 0.0471):  11%|█▏        | 1814/16050 [22:28<2:41:07,  1.47it/s]
Training 1/3 epoch (loss 0.0149):  11%|█▏        | 1814/16050 [22:29<2:41:07,  1.47it/s]
Training 1/3 epoch (loss 0.0149):  11%|█▏        | 1815/16050 [22:29<2:35:12,  1.53it/s]
Training 1/3 epoch (loss 0.0250):  11%|█▏        | 1815/16050 [22:30<2:35:12,  1.53it/s]
Training 1/3 epoch (loss 0.0250):  11%|█▏        | 1816/16050 [22:30<2:37:40,  1.50it/s]
Training 1/3 epoch (loss 0.1475):  11%|█▏        | 1816/16050 [22:30<2:37:40,  1.50it/s]
Training 1/3 epoch (loss 0.1475):  11%|█▏        | 1817/16050 [22:30<2:33:47,  1.54it/s]
Training 1/3 epoch (loss 0.5338):  11%|█▏        | 1817/16050 [22:31<2:33:47,  1.54it/s]
Training 1/3 epoch (loss 0.5338):  11%|█▏        | 1818/16050 [22:31<2:33:41,  1.54it/s]
Training 1/3 epoch (loss 0.0126):  11%|█▏        | 1818/16050 [22:31<2:33:41,  1.54it/s]
Training 1/3 epoch (loss 0.0126):  11%|█▏        | 1819/16050 [22:31<2:21:12,  1.68it/s]
Training 1/3 epoch (loss 0.2368):  11%|█▏        | 1819/16050 [22:32<2:21:12,  1.68it/s]
Training 1/3 epoch (loss 0.2368):  11%|█▏        | 1820/16050 [22:32<2:22:10,  1.67it/s]
Training 1/3 epoch (loss 1.0200):  11%|█▏        | 1820/16050 [22:32<2:22:10,  1.67it/s]
Training 1/3 epoch (loss 1.0200):  11%|█▏        | 1821/16050 [22:32<2:03:58,  1.91it/s]
Training 1/3 epoch (loss 0.0070):  11%|█▏        | 1821/16050 [22:33<2:03:58,  1.91it/s]
Training 1/3 epoch (loss 0.0070):  11%|█▏        | 1822/16050 [22:33<2:24:08,  1.65it/s]
Training 1/3 epoch (loss 0.0065):  11%|█▏        | 1822/16050 [22:34<2:24:08,  1.65it/s]
Training 1/3 epoch (loss 0.0065):  11%|█▏        | 1823/16050 [22:34<2:20:33,  1.69it/s]
Training 1/3 epoch (loss 0.0257):  11%|█▏        | 1823/16050 [22:34<2:20:33,  1.69it/s]
Training 1/3 epoch (loss 0.0257):  11%|█▏        | 1824/16050 [22:34<2:11:25,  1.80it/s]
Training 1/3 epoch (loss 0.1025):  11%|█▏        | 1824/16050 [22:35<2:11:25,  1.80it/s]
Training 1/3 epoch (loss 0.1025):  11%|█▏        | 1825/16050 [22:35<2:05:11,  1.89it/s]
Training 1/3 epoch (loss 0.1415):  11%|█▏        | 1825/16050 [22:36<2:05:11,  1.89it/s]
Training 1/3 epoch (loss 0.1415):  11%|█▏        | 1826/16050 [22:36<2:29:56,  1.58it/s]
Training 1/3 epoch (loss 0.0130):  11%|█▏        | 1826/16050 [22:36<2:29:56,  1.58it/s]
Training 1/3 epoch (loss 0.0130):  11%|█▏        | 1827/16050 [22:36<2:22:20,  1.67it/s]
Training 1/3 epoch (loss 0.0087):  11%|█▏        | 1827/16050 [22:36<2:22:20,  1.67it/s]
Training 1/3 epoch (loss 0.0087):  11%|█▏        | 1828/16050 [22:36<2:08:08,  1.85it/s]
Training 1/3 epoch (loss 0.0011):  11%|█▏        | 1828/16050 [22:37<2:08:08,  1.85it/s]
Training 1/3 epoch (loss 0.0011):  11%|█▏        | 1829/16050 [22:37<2:06:34,  1.87it/s]
Training 1/3 epoch (loss 0.2595):  11%|█▏        | 1829/16050 [22:37<2:06:34,  1.87it/s]
Training 1/3 epoch (loss 0.2595):  11%|█▏        | 1830/16050 [22:37<1:53:29,  2.09it/s]
Training 1/3 epoch (loss 0.0990):  11%|█▏        | 1830/16050 [22:38<1:53:29,  2.09it/s]
Training 1/3 epoch (loss 0.0990):  11%|█▏        | 1831/16050 [22:38<1:54:55,  2.06it/s]
Training 1/3 epoch (loss 0.0331):  11%|█▏        | 1831/16050 [22:38<1:54:55,  2.06it/s]
Training 1/3 epoch (loss 0.0331):  11%|█▏        | 1832/16050 [22:38<2:05:52,  1.88it/s]
Training 1/3 epoch (loss 0.0977):  11%|█▏        | 1832/16050 [22:40<2:05:52,  1.88it/s]
Training 1/3 epoch (loss 0.0977):  11%|█▏        | 1833/16050 [22:40<2:49:14,  1.40it/s]
Training 1/3 epoch (loss 0.1694):  11%|█▏        | 1833/16050 [22:40<2:49:14,  1.40it/s]
Training 1/3 epoch (loss 0.1694):  11%|█▏        | 1834/16050 [22:40<2:33:14,  1.55it/s]
Training 1/3 epoch (loss 0.3426):  11%|█▏        | 1834/16050 [22:41<2:33:14,  1.55it/s]
Training 1/3 epoch (loss 0.3426):  11%|█▏        | 1835/16050 [22:41<2:18:38,  1.71it/s]
Training 1/3 epoch (loss 0.0038):  11%|█▏        | 1835/16050 [22:41<2:18:38,  1.71it/s]
Training 1/3 epoch (loss 0.0038):  11%|█▏        | 1836/16050 [22:41<2:14:39,  1.76it/s]
Training 1/3 epoch (loss 0.2628):  11%|█▏        | 1836/16050 [22:42<2:14:39,  1.76it/s]
Training 1/3 epoch (loss 0.2628):  11%|█▏        | 1837/16050 [22:42<2:24:09,  1.64it/s]
Training 1/3 epoch (loss 0.0023):  11%|█▏        | 1837/16050 [22:42<2:24:09,  1.64it/s]
Training 1/3 epoch (loss 0.0023):  11%|█▏        | 1838/16050 [22:42<2:06:50,  1.87it/s]
Training 1/3 epoch (loss 0.0285):  11%|█▏        | 1838/16050 [22:43<2:06:50,  1.87it/s]
Training 1/3 epoch (loss 0.0285):  11%|█▏        | 1839/16050 [22:43<1:56:42,  2.03it/s]
Training 1/3 epoch (loss 0.0128):  11%|█▏        | 1839/16050 [22:43<1:56:42,  2.03it/s]
Training 1/3 epoch (loss 0.0128):  11%|█▏        | 1840/16050 [22:43<2:05:04,  1.89it/s]
Training 1/3 epoch (loss 0.0194):  11%|█▏        | 1840/16050 [22:44<2:05:04,  1.89it/s]
Training 1/3 epoch (loss 0.0194):  11%|█▏        | 1841/16050 [22:44<2:03:13,  1.92it/s]
Training 1/3 epoch (loss 0.0032):  11%|█▏        | 1841/16050 [22:44<2:03:13,  1.92it/s]
Training 1/3 epoch (loss 0.0032):  11%|█▏        | 1842/16050 [22:44<2:10:50,  1.81it/s]
Training 1/3 epoch (loss 0.1410):  11%|█▏        | 1842/16050 [22:47<2:10:50,  1.81it/s]
Training 1/3 epoch (loss 0.1410):  11%|█▏        | 1843/16050 [22:47<4:18:44,  1.09s/it]
Training 1/3 epoch (loss 0.1192):  11%|█▏        | 1843/16050 [22:47<4:18:44,  1.09s/it]
Training 1/3 epoch (loss 0.1192):  11%|█▏        | 1844/16050 [22:47<3:39:21,  1.08it/s]
Training 1/3 epoch (loss 0.6586):  11%|█▏        | 1844/16050 [22:48<3:39:21,  1.08it/s]
Training 1/3 epoch (loss 0.6586):  11%|█▏        | 1845/16050 [22:48<3:02:18,  1.30it/s]
Training 1/3 epoch (loss 0.0380):  11%|█▏        | 1845/16050 [22:48<3:02:18,  1.30it/s]
Training 1/3 epoch (loss 0.0380):  12%|█▏        | 1846/16050 [22:48<2:47:21,  1.41it/s]
Training 1/3 epoch (loss 0.0639):  12%|█▏        | 1846/16050 [22:49<2:47:21,  1.41it/s]
Training 1/3 epoch (loss 0.0639):  12%|█▏        | 1847/16050 [22:49<2:42:22,  1.46it/s]
Training 1/3 epoch (loss 0.2943):  12%|█▏        | 1847/16050 [22:51<2:42:22,  1.46it/s]
Training 1/3 epoch (loss 0.2943):  12%|█▏        | 1848/16050 [22:51<4:40:41,  1.19s/it]
Training 1/3 epoch (loss 0.0126):  12%|█▏        | 1848/16050 [22:51<4:40:41,  1.19s/it]
Training 1/3 epoch (loss 0.0126):  12%|█▏        | 1849/16050 [22:51<3:44:06,  1.06it/s]
Training 1/3 epoch (loss 0.6420):  12%|█▏        | 1849/16050 [22:52<3:44:06,  1.06it/s]
Training 1/3 epoch (loss 0.6420):  12%|█▏        | 1850/16050 [22:52<3:04:49,  1.28it/s]
Training 1/3 epoch (loss 0.0040):  12%|█▏        | 1850/16050 [22:52<3:04:49,  1.28it/s]
Training 1/3 epoch (loss 0.0040):  12%|█▏        | 1851/16050 [22:52<2:38:07,  1.50it/s]
Training 1/3 epoch (loss 0.0098):  12%|█▏        | 1851/16050 [22:53<2:38:07,  1.50it/s]
Training 1/3 epoch (loss 0.0098):  12%|█▏        | 1852/16050 [22:53<2:37:03,  1.51it/s]
Training 1/3 epoch (loss 0.3974):  12%|█▏        | 1852/16050 [22:53<2:37:03,  1.51it/s]
Training 1/3 epoch (loss 0.3974):  12%|█▏        | 1853/16050 [22:53<2:28:51,  1.59it/s]
Training 1/3 epoch (loss 0.0251):  12%|█▏        | 1853/16050 [22:54<2:28:51,  1.59it/s]
Training 1/3 epoch (loss 0.0251):  12%|█▏        | 1854/16050 [22:54<2:25:56,  1.62it/s]
Training 1/3 epoch (loss 0.1429):  12%|█▏        | 1854/16050 [22:55<2:25:56,  1.62it/s]
Training 1/3 epoch (loss 0.1429):  12%|█▏        | 1855/16050 [22:55<2:29:23,  1.58it/s]
Training 1/3 epoch (loss 0.2782):  12%|█▏        | 1855/16050 [22:55<2:29:23,  1.58it/s]
Training 1/3 epoch (loss 0.2782):  12%|█▏        | 1856/16050 [22:55<2:07:21,  1.86it/s]
Training 1/3 epoch (loss 0.3866):  12%|█▏        | 1856/16050 [22:56<2:07:21,  1.86it/s]
Training 1/3 epoch (loss 0.3866):  12%|█▏        | 1857/16050 [22:56<2:06:37,  1.87it/s]
Training 1/3 epoch (loss 0.0033):  12%|█▏        | 1857/16050 [22:56<2:06:37,  1.87it/s]
Training 1/3 epoch (loss 0.0033):  12%|█▏        | 1858/16050 [22:56<1:50:33,  2.14it/s]
Training 1/3 epoch (loss 0.0358):  12%|█▏        | 1858/16050 [22:57<1:50:33,  2.14it/s]
Training 1/3 epoch (loss 0.0358):  12%|█▏        | 1859/16050 [22:57<3:07:44,  1.26it/s]
Training 1/3 epoch (loss 0.2782):  12%|█▏        | 1859/16050 [22:58<3:07:44,  1.26it/s]
Training 1/3 epoch (loss 0.2782):  12%|█▏        | 1860/16050 [22:58<2:46:23,  1.42it/s]
Training 1/3 epoch (loss 0.0011):  12%|█▏        | 1860/16050 [22:58<2:46:23,  1.42it/s]
Training 1/3 epoch (loss 0.0011):  12%|█▏        | 1861/16050 [22:58<2:26:29,  1.61it/s]
Training 1/3 epoch (loss 0.0034):  12%|█▏        | 1861/16050 [22:59<2:26:29,  1.61it/s]
Training 1/3 epoch (loss 0.0034):  12%|█▏        | 1862/16050 [22:59<2:40:07,  1.48it/s]
Training 1/3 epoch (loss 0.3982):  12%|█▏        | 1862/16050 [23:00<2:40:07,  1.48it/s]
Training 1/3 epoch (loss 0.3982):  12%|█▏        | 1863/16050 [23:00<2:22:31,  1.66it/s]
Training 1/3 epoch (loss 0.0160):  12%|█▏        | 1863/16050 [23:00<2:22:31,  1.66it/s]
Training 1/3 epoch (loss 0.0160):  12%|█▏        | 1864/16050 [23:00<2:14:11,  1.76it/s]
Training 1/3 epoch (loss 0.0030):  12%|█▏        | 1864/16050 [23:01<2:14:11,  1.76it/s]
Training 1/3 epoch (loss 0.0030):  12%|█▏        | 1865/16050 [23:01<2:02:27,  1.93it/s]
Training 1/3 epoch (loss 0.1618):  12%|█▏        | 1865/16050 [23:01<2:02:27,  1.93it/s]
Training 1/3 epoch (loss 0.1618):  12%|█▏        | 1866/16050 [23:01<2:08:41,  1.84it/s]
Training 1/3 epoch (loss 0.0069):  12%|█▏        | 1866/16050 [23:02<2:08:41,  1.84it/s]
Training 1/3 epoch (loss 0.0069):  12%|█▏        | 1867/16050 [23:02<2:00:55,  1.95it/s]
Training 1/3 epoch (loss 0.0146):  12%|█▏        | 1867/16050 [23:02<2:00:55,  1.95it/s]
Training 1/3 epoch (loss 0.0146):  12%|█▏        | 1868/16050 [23:02<2:02:04,  1.94it/s]
Training 1/3 epoch (loss 0.0406):  12%|█▏        | 1868/16050 [23:03<2:02:04,  1.94it/s]
Training 1/3 epoch (loss 0.0406):  12%|█▏        | 1869/16050 [23:03<2:06:34,  1.87it/s]
Training 1/3 epoch (loss 0.0051):  12%|█▏        | 1869/16050 [23:03<2:06:34,  1.87it/s]
Training 1/3 epoch (loss 0.0051):  12%|█▏        | 1870/16050 [23:03<2:18:05,  1.71it/s]
Training 1/3 epoch (loss 1.2629):  12%|█▏        | 1870/16050 [23:04<2:18:05,  1.71it/s]
Training 1/3 epoch (loss 1.2629):  12%|█▏        | 1871/16050 [23:04<2:23:12,  1.65it/s]
Training 1/3 epoch (loss 0.0180):  12%|█▏        | 1871/16050 [23:05<2:23:12,  1.65it/s]
Training 1/3 epoch (loss 0.0180):  12%|█▏        | 1872/16050 [23:05<2:18:55,  1.70it/s]
Training 1/3 epoch (loss 0.0219):  12%|█▏        | 1872/16050 [23:05<2:18:55,  1.70it/s]
Training 1/3 epoch (loss 0.0219):  12%|█▏        | 1873/16050 [23:05<2:08:35,  1.84it/s]
Training 1/3 epoch (loss 0.5569):  12%|█▏        | 1873/16050 [23:05<2:08:35,  1.84it/s]
Training 1/3 epoch (loss 0.5569):  12%|█▏        | 1874/16050 [23:05<1:59:43,  1.97it/s]
Training 1/3 epoch (loss 0.0091):  12%|█▏        | 1874/16050 [23:06<1:59:43,  1.97it/s]
Training 1/3 epoch (loss 0.0091):  12%|█▏        | 1875/16050 [23:06<1:54:58,  2.05it/s]
Training 1/3 epoch (loss 0.0077):  12%|█▏        | 1875/16050 [23:06<1:54:58,  2.05it/s]
Training 1/3 epoch (loss 0.0077):  12%|█▏        | 1876/16050 [23:06<1:54:39,  2.06it/s]
Training 1/3 epoch (loss 0.0124):  12%|█▏        | 1876/16050 [23:07<1:54:39,  2.06it/s]
Training 1/3 epoch (loss 0.0124):  12%|█▏        | 1877/16050 [23:07<1:56:15,  2.03it/s]
Training 1/3 epoch (loss 0.0066):  12%|█▏        | 1877/16050 [23:08<1:56:15,  2.03it/s]
Training 1/3 epoch (loss 0.0066):  12%|█▏        | 1878/16050 [23:08<2:18:04,  1.71it/s]
Training 1/3 epoch (loss 0.3340):  12%|█▏        | 1878/16050 [23:10<2:18:04,  1.71it/s]
Training 1/3 epoch (loss 0.3340):  12%|█▏        | 1879/16050 [23:10<4:24:02,  1.12s/it]
Training 1/3 epoch (loss 0.3637):  12%|█▏        | 1879/16050 [23:10<4:24:02,  1.12s/it]
Training 1/3 epoch (loss 0.3637):  12%|█▏        | 1880/16050 [23:10<3:29:14,  1.13it/s]
Training 1/3 epoch (loss 0.0668):  12%|█▏        | 1880/16050 [23:11<3:29:14,  1.13it/s]
Training 1/3 epoch (loss 0.0668):  12%|█▏        | 1881/16050 [23:11<3:24:31,  1.15it/s]
Training 1/3 epoch (loss 0.0036):  12%|█▏        | 1881/16050 [23:12<3:24:31,  1.15it/s]
Training 1/3 epoch (loss 0.0036):  12%|█▏        | 1882/16050 [23:12<2:56:25,  1.34it/s]
Training 1/3 epoch (loss 0.0194):  12%|█▏        | 1882/16050 [23:12<2:56:25,  1.34it/s]
Training 1/3 epoch (loss 0.0194):  12%|█▏        | 1883/16050 [23:12<2:32:09,  1.55it/s]
Training 1/3 epoch (loss 0.1904):  12%|█▏        | 1883/16050 [23:13<2:32:09,  1.55it/s]
Training 1/3 epoch (loss 0.1904):  12%|█▏        | 1884/16050 [23:13<2:29:57,  1.57it/s]
Training 1/3 epoch (loss 0.1611):  12%|█▏        | 1884/16050 [23:13<2:29:57,  1.57it/s]
Training 1/3 epoch (loss 0.1611):  12%|█▏        | 1885/16050 [23:13<2:23:25,  1.65it/s]
Training 1/3 epoch (loss 0.0497):  12%|█▏        | 1885/16050 [23:14<2:23:25,  1.65it/s]
Training 1/3 epoch (loss 0.0497):  12%|█▏        | 1886/16050 [23:14<2:50:27,  1.38it/s]
Training 1/3 epoch (loss 0.0519):  12%|█▏        | 1886/16050 [23:15<2:50:27,  1.38it/s]
Training 1/3 epoch (loss 0.0519):  12%|█▏        | 1887/16050 [23:15<2:43:42,  1.44it/s]
Training 1/3 epoch (loss 0.0655):  12%|█▏        | 1887/16050 [23:15<2:43:42,  1.44it/s]
Training 1/3 epoch (loss 0.0655):  12%|█▏        | 1888/16050 [23:15<2:37:10,  1.50it/s]
Training 1/3 epoch (loss 0.0621):  12%|█▏        | 1888/16050 [23:16<2:37:10,  1.50it/s]
Training 1/3 epoch (loss 0.0621):  12%|█▏        | 1889/16050 [23:16<2:48:37,  1.40it/s]
Training 1/3 epoch (loss 0.3132):  12%|█▏        | 1889/16050 [23:19<2:48:37,  1.40it/s]
Training 1/3 epoch (loss 0.3132):  12%|█▏        | 1890/16050 [23:19<4:44:16,  1.20s/it]
Training 1/3 epoch (loss 0.3109):  12%|█▏        | 1890/16050 [23:21<4:44:16,  1.20s/it]
Training 1/3 epoch (loss 0.3109):  12%|█▏        | 1891/16050 [23:21<6:09:08,  1.56s/it]
Training 1/3 epoch (loss 0.5052):  12%|█▏        | 1891/16050 [23:22<6:09:08,  1.56s/it]
Training 1/3 epoch (loss 0.5052):  12%|█▏        | 1892/16050 [23:22<4:59:19,  1.27s/it]
Training 1/3 epoch (loss 1.2230):  12%|█▏        | 1892/16050 [23:22<4:59:19,  1.27s/it]
Training 1/3 epoch (loss 1.2230):  12%|█▏        | 1893/16050 [23:22<3:52:30,  1.01it/s]
Training 1/3 epoch (loss 0.0027):  12%|█▏        | 1893/16050 [23:22<3:52:30,  1.01it/s]
Training 1/3 epoch (loss 0.0027):  12%|█▏        | 1894/16050 [23:22<3:17:57,  1.19it/s]
Training 1/3 epoch (loss 0.0103):  12%|█▏        | 1894/16050 [23:23<3:17:57,  1.19it/s]
Training 1/3 epoch (loss 0.0103):  12%|█▏        | 1895/16050 [23:23<2:55:04,  1.35it/s]
Training 1/3 epoch (loss 0.0045):  12%|█▏        | 1895/16050 [23:24<2:55:04,  1.35it/s]
Training 1/3 epoch (loss 0.0045):  12%|█▏        | 1896/16050 [23:24<2:45:29,  1.43it/s]
Training 1/3 epoch (loss 0.0247):  12%|█▏        | 1896/16050 [23:24<2:45:29,  1.43it/s]
Training 1/3 epoch (loss 0.0247):  12%|█▏        | 1897/16050 [23:24<2:28:27,  1.59it/s]
Training 1/3 epoch (loss 0.0084):  12%|█▏        | 1897/16050 [23:24<2:28:27,  1.59it/s]
Training 1/3 epoch (loss 0.0084):  12%|█▏        | 1898/16050 [23:24<2:11:48,  1.79it/s]
Training 1/3 epoch (loss 0.0164):  12%|█▏        | 1898/16050 [23:25<2:11:48,  1.79it/s]
Training 1/3 epoch (loss 0.0164):  12%|█▏        | 1899/16050 [23:25<2:09:40,  1.82it/s]
Training 1/3 epoch (loss 0.4651):  12%|█▏        | 1899/16050 [23:25<2:09:40,  1.82it/s]
Training 1/3 epoch (loss 0.4651):  12%|█▏        | 1900/16050 [23:25<1:55:41,  2.04it/s]
Training 1/3 epoch (loss 0.4178):  12%|█▏        | 1900/16050 [23:26<1:55:41,  2.04it/s]
Training 1/3 epoch (loss 0.4178):  12%|█▏        | 1901/16050 [23:26<1:49:34,  2.15it/s]
Training 1/3 epoch (loss 0.0151):  12%|█▏        | 1901/16050 [23:26<1:49:34,  2.15it/s]
Training 1/3 epoch (loss 0.0151):  12%|█▏        | 1902/16050 [23:26<2:02:00,  1.93it/s]
Training 1/3 epoch (loss 0.0908):  12%|█▏        | 1902/16050 [23:27<2:02:00,  1.93it/s]
Training 1/3 epoch (loss 0.0908):  12%|█▏        | 1903/16050 [23:27<2:29:38,  1.58it/s]
Training 1/3 epoch (loss 1.2119):  12%|█▏        | 1903/16050 [23:28<2:29:38,  1.58it/s]
Training 1/3 epoch (loss 1.2119):  12%|█▏        | 1904/16050 [23:28<2:09:20,  1.82it/s]
Training 1/3 epoch (loss 0.0181):  12%|█▏        | 1904/16050 [23:28<2:09:20,  1.82it/s]
Training 1/3 epoch (loss 0.0181):  12%|█▏        | 1905/16050 [23:28<2:14:05,  1.76it/s]
Training 1/3 epoch (loss 0.1313):  12%|█▏        | 1905/16050 [23:29<2:14:05,  1.76it/s]
Training 1/3 epoch (loss 0.1313):  12%|█▏        | 1906/16050 [23:29<2:34:32,  1.53it/s]
Training 1/3 epoch (loss 0.1222):  12%|█▏        | 1906/16050 [23:30<2:34:32,  1.53it/s]
Training 1/3 epoch (loss 0.1222):  12%|█▏        | 1907/16050 [23:30<2:31:13,  1.56it/s]
Training 1/3 epoch (loss 0.8000):  12%|█▏        | 1907/16050 [23:30<2:31:13,  1.56it/s]
Training 1/3 epoch (loss 0.8000):  12%|█▏        | 1908/16050 [23:30<2:12:54,  1.77it/s]
Training 1/3 epoch (loss 0.2471):  12%|█▏        | 1908/16050 [23:31<2:12:54,  1.77it/s]
Training 1/3 epoch (loss 0.2471):  12%|█▏        | 1909/16050 [23:31<2:31:16,  1.56it/s]
Training 1/3 epoch (loss 0.7528):  12%|█▏        | 1909/16050 [23:31<2:31:16,  1.56it/s]
Training 1/3 epoch (loss 0.7528):  12%|█▏        | 1910/16050 [23:31<2:23:40,  1.64it/s]
Training 1/3 epoch (loss 0.0164):  12%|█▏        | 1910/16050 [23:32<2:23:40,  1.64it/s]
Training 1/3 epoch (loss 0.0164):  12%|█▏        | 1911/16050 [23:32<2:16:34,  1.73it/s]
Training 1/3 epoch (loss 0.0241):  12%|█▏        | 1911/16050 [23:32<2:16:34,  1.73it/s]
Training 1/3 epoch (loss 0.0241):  12%|█▏        | 1912/16050 [23:32<2:05:04,  1.88it/s]
Training 1/3 epoch (loss 0.0008):  12%|█▏        | 1912/16050 [23:33<2:05:04,  1.88it/s]
Training 1/3 epoch (loss 0.0008):  12%|█▏        | 1913/16050 [23:33<2:05:15,  1.88it/s]
Training 1/3 epoch (loss 0.0207):  12%|█▏        | 1913/16050 [23:33<2:05:15,  1.88it/s]
Training 1/3 epoch (loss 0.0207):  12%|█▏        | 1914/16050 [23:33<2:01:04,  1.95it/s]
Training 1/3 epoch (loss 0.0125):  12%|█▏        | 1914/16050 [23:34<2:01:04,  1.95it/s]
Training 1/3 epoch (loss 0.0125):  12%|█▏        | 1915/16050 [23:34<2:01:38,  1.94it/s]
Training 1/3 epoch (loss 0.1124):  12%|█▏        | 1915/16050 [23:35<2:01:38,  1.94it/s]
Training 1/3 epoch (loss 0.1124):  12%|█▏        | 1916/16050 [23:35<2:46:15,  1.42it/s]
Training 1/3 epoch (loss 0.6164):  12%|█▏        | 1916/16050 [23:35<2:46:15,  1.42it/s]
Training 1/3 epoch (loss 0.6164):  12%|█▏        | 1917/16050 [23:35<2:21:15,  1.67it/s]
Training 1/3 epoch (loss 0.0168):  12%|█▏        | 1917/16050 [23:36<2:21:15,  1.67it/s]
Training 1/3 epoch (loss 0.0168):  12%|█▏        | 1918/16050 [23:36<2:23:14,  1.64it/s]
Training 1/3 epoch (loss 0.0110):  12%|█▏        | 1918/16050 [23:37<2:23:14,  1.64it/s]
Training 1/3 epoch (loss 0.0110):  12%|█▏        | 1919/16050 [23:37<2:23:15,  1.64it/s]
Training 1/3 epoch (loss 0.2914):  12%|█▏        | 1919/16050 [23:37<2:23:15,  1.64it/s]
Training 1/3 epoch (loss 0.2914):  12%|█▏        | 1920/16050 [23:37<2:22:59,  1.65it/s]
Training 1/3 epoch (loss 0.5809):  12%|█▏        | 1920/16050 [23:38<2:22:59,  1.65it/s]
Training 1/3 epoch (loss 0.5809):  12%|█▏        | 1921/16050 [23:38<2:03:43,  1.90it/s]
Training 1/3 epoch (loss 0.0759):  12%|█▏        | 1921/16050 [23:38<2:03:43,  1.90it/s]
Training 1/3 epoch (loss 0.0759):  12%|█▏        | 1922/16050 [23:38<2:03:53,  1.90it/s]
Training 1/3 epoch (loss 0.3773):  12%|█▏        | 1922/16050 [23:39<2:03:53,  1.90it/s]
Training 1/3 epoch (loss 0.3773):  12%|█▏        | 1923/16050 [23:39<2:00:16,  1.96it/s]
Training 1/3 epoch (loss 0.0497):  12%|█▏        | 1923/16050 [23:39<2:00:16,  1.96it/s]
Training 1/3 epoch (loss 0.0497):  12%|█▏        | 1924/16050 [23:39<2:08:01,  1.84it/s]
Training 1/3 epoch (loss 0.0520):  12%|█▏        | 1924/16050 [23:40<2:08:01,  1.84it/s]
Training 1/3 epoch (loss 0.0520):  12%|█▏        | 1925/16050 [23:40<2:13:57,  1.76it/s]
Training 1/3 epoch (loss 0.1224):  12%|█▏        | 1925/16050 [23:40<2:13:57,  1.76it/s]
Training 1/3 epoch (loss 0.1224):  12%|█▏        | 1926/16050 [23:40<2:06:14,  1.86it/s]
Training 1/3 epoch (loss 0.1050):  12%|█▏        | 1926/16050 [23:41<2:06:14,  1.86it/s]
Training 1/3 epoch (loss 0.1050):  12%|█▏        | 1927/16050 [23:41<2:33:37,  1.53it/s]
Training 1/3 epoch (loss 0.0271):  12%|█▏        | 1927/16050 [23:42<2:33:37,  1.53it/s]
Training 1/3 epoch (loss 0.0271):  12%|█▏        | 1928/16050 [23:42<2:15:07,  1.74it/s]
Training 1/3 epoch (loss 0.0045):  12%|█▏        | 1928/16050 [23:42<2:15:07,  1.74it/s]
Training 1/3 epoch (loss 0.0045):  12%|█▏        | 1929/16050 [23:42<2:01:52,  1.93it/s]
Training 1/3 epoch (loss 0.0687):  12%|█▏        | 1929/16050 [23:43<2:01:52,  1.93it/s]
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Training 1/3 epoch (loss 0.0567):  12%|█▏        | 1930/16050 [23:44<2:45:33,  1.42it/s]
Training 1/3 epoch (loss 0.0567):  12%|█▏        | 1931/16050 [23:44<2:51:42,  1.37it/s]
Training 1/3 epoch (loss 0.3404):  12%|█▏        | 1931/16050 [23:44<2:51:42,  1.37it/s]
Training 1/3 epoch (loss 0.3404):  12%|█▏        | 1932/16050 [23:44<2:33:10,  1.54it/s]
Training 1/3 epoch (loss 0.4414):  12%|█▏        | 1932/16050 [23:45<2:33:10,  1.54it/s]
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Training 1/3 epoch (loss 0.1212):  12%|█▏        | 1933/16050 [23:45<2:32:49,  1.54it/s]
Training 1/3 epoch (loss 0.1212):  12%|█▏        | 1934/16050 [23:45<2:17:50,  1.71it/s]
Training 1/3 epoch (loss 0.3856):  12%|█▏        | 1934/16050 [23:46<2:17:50,  1.71it/s]
Training 1/3 epoch (loss 0.3856):  12%|█▏        | 1935/16050 [23:46<2:18:22,  1.70it/s]
Training 1/3 epoch (loss 0.0073):  12%|█▏        | 1935/16050 [23:47<2:18:22,  1.70it/s]
Training 1/3 epoch (loss 0.0073):  12%|█▏        | 1936/16050 [23:47<2:15:02,  1.74it/s]
Training 1/3 epoch (loss 0.7351):  12%|█▏        | 1936/16050 [23:47<2:15:02,  1.74it/s]
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Training 1/3 epoch (loss 0.2874):  12%|█▏        | 1937/16050 [23:47<1:56:33,  2.02it/s]
Training 1/3 epoch (loss 0.2874):  12%|█▏        | 1938/16050 [23:47<1:58:15,  1.99it/s]
Training 1/3 epoch (loss 0.0102):  12%|█▏        | 1938/16050 [23:48<1:58:15,  1.99it/s]
Training 1/3 epoch (loss 0.0102):  12%|█▏        | 1939/16050 [23:48<2:05:39,  1.87it/s]
Training 1/3 epoch (loss 0.6394):  12%|█▏        | 1939/16050 [23:48<2:05:39,  1.87it/s]
Training 1/3 epoch (loss 0.6394):  12%|█▏        | 1940/16050 [23:48<1:57:16,  2.01it/s]
Training 1/3 epoch (loss 0.0135):  12%|█▏        | 1940/16050 [23:49<1:57:16,  2.01it/s]
Training 1/3 epoch (loss 0.0135):  12%|█▏        | 1941/16050 [23:49<1:50:48,  2.12it/s]
Training 1/3 epoch (loss 0.4421):  12%|█▏        | 1941/16050 [23:49<1:50:48,  2.12it/s]
Training 1/3 epoch (loss 0.4421):  12%|█▏        | 1942/16050 [23:49<1:47:16,  2.19it/s]
Training 1/3 epoch (loss 0.4207):  12%|█▏        | 1942/16050 [23:50<1:47:16,  2.19it/s]
Training 1/3 epoch (loss 0.4207):  12%|█▏        | 1943/16050 [23:50<2:02:02,  1.93it/s]
Training 1/3 epoch (loss 0.0007):  12%|█▏        | 1943/16050 [23:50<2:02:02,  1.93it/s]
Training 1/3 epoch (loss 0.0007):  12%|█▏        | 1944/16050 [23:50<2:03:10,  1.91it/s]
Training 1/3 epoch (loss 0.0387):  12%|█▏        | 1944/16050 [23:51<2:03:10,  1.91it/s]
Training 1/3 epoch (loss 0.0387):  12%|█▏        | 1945/16050 [23:51<2:16:52,  1.72it/s]
Training 1/3 epoch (loss 0.0365):  12%|█▏        | 1945/16050 [23:52<2:16:52,  1.72it/s]
Training 1/3 epoch (loss 0.0365):  12%|█▏        | 1946/16050 [23:52<2:34:04,  1.53it/s]
Training 1/3 epoch (loss 0.0183):  12%|█▏        | 1946/16050 [23:53<2:34:04,  1.53it/s]
Training 1/3 epoch (loss 0.0183):  12%|█▏        | 1947/16050 [23:53<3:03:17,  1.28it/s]
Training 1/3 epoch (loss 0.0921):  12%|█▏        | 1947/16050 [23:54<3:03:17,  1.28it/s]
Training 1/3 epoch (loss 0.0921):  12%|█▏        | 1948/16050 [23:54<2:47:16,  1.41it/s]
Training 1/3 epoch (loss 0.0159):  12%|█▏        | 1948/16050 [23:54<2:47:16,  1.41it/s]
Training 1/3 epoch (loss 0.0159):  12%|█▏        | 1949/16050 [23:54<2:41:56,  1.45it/s]
Training 1/3 epoch (loss 0.6726):  12%|█▏        | 1949/16050 [23:55<2:41:56,  1.45it/s]
Training 1/3 epoch (loss 0.6726):  12%|█▏        | 1950/16050 [23:55<2:25:38,  1.61it/s]
Training 1/3 epoch (loss 0.1176):  12%|█▏        | 1950/16050 [23:55<2:25:38,  1.61it/s]
Training 1/3 epoch (loss 0.1176):  12%|█▏        | 1951/16050 [23:55<2:03:19,  1.91it/s]
Training 1/3 epoch (loss 0.7666):  12%|█▏        | 1951/16050 [23:55<2:03:19,  1.91it/s]
Training 1/3 epoch (loss 0.7666):  12%|█▏        | 1952/16050 [23:55<1:59:20,  1.97it/s]
Training 1/3 epoch (loss 0.2636):  12%|█▏        | 1952/16050 [23:56<1:59:20,  1.97it/s]
Training 1/3 epoch (loss 0.2636):  12%|█▏        | 1953/16050 [23:56<2:00:31,  1.95it/s]
Training 1/3 epoch (loss 0.0145):  12%|█▏        | 1953/16050 [23:57<2:00:31,  1.95it/s]
Training 1/3 epoch (loss 0.0145):  12%|█▏        | 1954/16050 [23:57<2:06:39,  1.85it/s]
Training 1/3 epoch (loss 0.3109):  12%|█▏        | 1954/16050 [23:57<2:06:39,  1.85it/s]
Training 1/3 epoch (loss 0.3109):  12%|█▏        | 1955/16050 [23:57<1:56:59,  2.01it/s]
Training 1/3 epoch (loss 0.0138):  12%|█▏        | 1955/16050 [23:58<1:56:59,  2.01it/s]
Training 1/3 epoch (loss 0.0138):  12%|█▏        | 1956/16050 [23:58<2:08:34,  1.83it/s]
Training 1/3 epoch (loss 0.0154):  12%|█▏        | 1956/16050 [23:58<2:08:34,  1.83it/s]
Training 1/3 epoch (loss 0.0154):  12%|█▏        | 1957/16050 [23:58<2:02:15,  1.92it/s]
Training 1/3 epoch (loss 0.0080):  12%|█▏        | 1957/16050 [23:58<2:02:15,  1.92it/s]
Training 1/3 epoch (loss 0.0080):  12%|█▏        | 1958/16050 [23:58<1:51:18,  2.11it/s]
Training 1/3 epoch (loss 0.0160):  12%|█▏        | 1958/16050 [23:59<1:51:18,  2.11it/s]
Training 1/3 epoch (loss 0.0160):  12%|█▏        | 1959/16050 [23:59<2:11:05,  1.79it/s]
Training 1/3 epoch (loss 0.1581):  12%|█▏        | 1959/16050 [24:00<2:11:05,  1.79it/s]
Training 1/3 epoch (loss 0.1581):  12%|█▏        | 1960/16050 [24:00<1:57:26,  2.00it/s]
Training 1/3 epoch (loss 0.0864):  12%|█▏        | 1960/16050 [24:00<1:57:26,  2.00it/s]
Training 1/3 epoch (loss 0.0864):  12%|█▏        | 1961/16050 [24:00<1:59:50,  1.96it/s]
Training 1/3 epoch (loss 0.4598):  12%|█▏        | 1961/16050 [24:02<1:59:50,  1.96it/s]
Training 1/3 epoch (loss 0.4598):  12%|█▏        | 1962/16050 [24:02<4:09:03,  1.06s/it]
Training 1/3 epoch (loss 0.0189):  12%|█▏        | 1962/16050 [24:03<4:09:03,  1.06s/it]
Training 1/3 epoch (loss 0.0189):  12%|█▏        | 1963/16050 [24:03<3:46:05,  1.04it/s]
Training 1/3 epoch (loss 0.2964):  12%|█▏        | 1963/16050 [24:06<3:46:05,  1.04it/s]
Training 1/3 epoch (loss 0.2964):  12%|█▏        | 1964/16050 [24:06<5:24:20,  1.38s/it]
Training 1/3 epoch (loss 0.1009):  12%|█▏        | 1964/16050 [24:06<5:24:20,  1.38s/it]
Training 1/3 epoch (loss 0.1009):  12%|█▏        | 1965/16050 [24:06<4:27:35,  1.14s/it]
Training 1/3 epoch (loss 0.0187):  12%|█▏        | 1965/16050 [24:07<4:27:35,  1.14s/it]
Training 1/3 epoch (loss 0.0187):  12%|█▏        | 1966/16050 [24:07<3:49:55,  1.02it/s]
Training 1/3 epoch (loss 0.0496):  12%|█▏        | 1966/16050 [24:07<3:49:55,  1.02it/s]
Training 1/3 epoch (loss 0.0496):  12%|█▏        | 1967/16050 [24:07<3:09:50,  1.24it/s]
Training 1/3 epoch (loss 0.0286):  12%|█▏        | 1967/16050 [24:08<3:09:50,  1.24it/s]
Training 1/3 epoch (loss 0.0286):  12%|█▏        | 1968/16050 [24:08<2:54:57,  1.34it/s]
Training 1/3 epoch (loss 0.0151):  12%|█▏        | 1968/16050 [24:08<2:54:57,  1.34it/s]
Training 1/3 epoch (loss 0.0151):  12%|█▏        | 1969/16050 [24:08<2:36:31,  1.50it/s]
Training 1/3 epoch (loss 0.0409):  12%|█▏        | 1969/16050 [24:09<2:36:31,  1.50it/s]
Training 1/3 epoch (loss 0.0409):  12%|█▏        | 1970/16050 [24:09<2:28:07,  1.58it/s]
Training 1/3 epoch (loss 0.4889):  12%|█▏        | 1970/16050 [24:09<2:28:07,  1.58it/s]
Training 1/3 epoch (loss 0.4889):  12%|█▏        | 1971/16050 [24:09<2:27:45,  1.59it/s]
Training 1/3 epoch (loss 0.0230):  12%|█▏        | 1971/16050 [24:10<2:27:45,  1.59it/s]
Training 1/3 epoch (loss 0.0230):  12%|█▏        | 1972/16050 [24:10<2:12:41,  1.77it/s]
Training 1/3 epoch (loss 0.8716):  12%|█▏        | 1972/16050 [24:11<2:12:41,  1.77it/s]
Training 1/3 epoch (loss 0.8716):  12%|█▏        | 1973/16050 [24:11<2:29:45,  1.57it/s]
Training 1/3 epoch (loss 0.6860):  12%|█▏        | 1973/16050 [24:11<2:29:45,  1.57it/s]
Training 1/3 epoch (loss 0.6860):  12%|█▏        | 1974/16050 [24:11<2:22:12,  1.65it/s]
Training 1/3 epoch (loss 0.0102):  12%|█▏        | 1974/16050 [24:12<2:22:12,  1.65it/s]
Training 1/3 epoch (loss 0.0102):  12%|█▏        | 1975/16050 [24:12<2:14:51,  1.74it/s]
Training 1/3 epoch (loss 0.8409):  12%|█▏        | 1975/16050 [24:12<2:14:51,  1.74it/s]
Training 1/3 epoch (loss 0.8409):  12%|█▏        | 1976/16050 [24:12<2:07:14,  1.84it/s]
Training 1/3 epoch (loss 0.0108):  12%|█▏        | 1976/16050 [24:13<2:07:14,  1.84it/s]
Training 1/3 epoch (loss 0.0108):  12%|█▏        | 1977/16050 [24:13<2:04:01,  1.89it/s]
Training 1/3 epoch (loss 0.6456):  12%|█▏        | 1977/16050 [24:13<2:04:01,  1.89it/s]
Training 1/3 epoch (loss 0.6456):  12%|█▏        | 1978/16050 [24:13<2:08:29,  1.83it/s]
Training 1/3 epoch (loss 0.1268):  12%|█▏        | 1978/16050 [24:14<2:08:29,  1.83it/s]
Training 1/3 epoch (loss 0.1268):  12%|█▏        | 1979/16050 [24:14<2:12:27,  1.77it/s]
Training 1/3 epoch (loss 0.0337):  12%|█▏        | 1979/16050 [24:14<2:12:27,  1.77it/s]
Training 1/3 epoch (loss 0.0337):  12%|█▏        | 1980/16050 [24:14<2:02:19,  1.92it/s]
Training 1/3 epoch (loss 0.0006):  12%|█▏        | 1980/16050 [24:15<2:02:19,  1.92it/s]
Training 1/3 epoch (loss 0.0006):  12%|█▏        | 1981/16050 [24:15<1:55:35,  2.03it/s]
Training 1/3 epoch (loss 0.0043):  12%|█▏        | 1981/16050 [24:15<1:55:35,  2.03it/s]
Training 1/3 epoch (loss 0.0043):  12%|█▏        | 1982/16050 [24:15<2:01:18,  1.93it/s]
Training 1/3 epoch (loss 0.0840):  12%|█▏        | 1982/16050 [24:16<2:01:18,  1.93it/s]
Training 1/3 epoch (loss 0.0840):  12%|█▏        | 1983/16050 [24:16<2:22:32,  1.64it/s]
Training 1/3 epoch (loss 0.8467):  12%|█▏        | 1983/16050 [24:17<2:22:32,  1.64it/s]
Training 1/3 epoch (loss 0.8467):  12%|█▏        | 1984/16050 [24:17<2:13:08,  1.76it/s]
Training 1/3 epoch (loss 0.0520):  12%|█▏        | 1984/16050 [24:17<2:13:08,  1.76it/s]
Training 1/3 epoch (loss 0.0520):  12%|█▏        | 1985/16050 [24:17<2:19:22,  1.68it/s]
Training 1/3 epoch (loss 0.0056):  12%|█▏        | 1985/16050 [24:18<2:19:22,  1.68it/s]
Training 1/3 epoch (loss 0.0056):  12%|█▏        | 1986/16050 [24:18<2:19:48,  1.68it/s]
Training 1/3 epoch (loss 0.3683):  12%|█▏        | 1986/16050 [24:18<2:19:48,  1.68it/s]
Training 1/3 epoch (loss 0.3683):  12%|█▏        | 1987/16050 [24:18<2:15:49,  1.73it/s]
Training 1/3 epoch (loss 0.0967):  12%|█▏        | 1987/16050 [24:19<2:15:49,  1.73it/s]
Training 1/3 epoch (loss 0.0967):  12%|█▏        | 1988/16050 [24:19<2:08:10,  1.83it/s]
Training 1/3 epoch (loss 0.9895):  12%|█▏        | 1988/16050 [24:21<2:08:10,  1.83it/s]
Training 1/3 epoch (loss 0.9895):  12%|█▏        | 1989/16050 [24:21<4:06:43,  1.05s/it]
Training 1/3 epoch (loss 0.6503):  12%|█▏        | 1989/16050 [24:22<4:06:43,  1.05s/it]
Training 1/3 epoch (loss 0.6503):  12%|█▏        | 1990/16050 [24:22<3:24:55,  1.14it/s]
Training 1/3 epoch (loss 0.5350):  12%|█▏        | 1990/16050 [24:22<3:24:55,  1.14it/s]
Training 1/3 epoch (loss 0.5350):  12%|█▏        | 1991/16050 [24:22<2:55:18,  1.34it/s]
Training 1/3 epoch (loss 0.0008):  12%|█▏        | 1991/16050 [24:22<2:55:18,  1.34it/s]
Training 1/3 epoch (loss 0.0008):  12%|█▏        | 1992/16050 [24:22<2:26:38,  1.60it/s]
Training 1/3 epoch (loss 0.4642):  12%|█▏        | 1992/16050 [24:23<2:26:38,  1.60it/s]
Training 1/3 epoch (loss 0.4642):  12%|█▏        | 1993/16050 [24:23<2:21:20,  1.66it/s]
Training 1/3 epoch (loss 0.0029):  12%|█▏        | 1993/16050 [24:23<2:21:20,  1.66it/s]
Training 1/3 epoch (loss 0.0029):  12%|█▏        | 1994/16050 [24:23<2:11:38,  1.78it/s]
Training 1/3 epoch (loss 0.0014):  12%|█▏        | 1994/16050 [24:24<2:11:38,  1.78it/s]
Training 1/3 epoch (loss 0.0014):  12%|█▏        | 1995/16050 [24:24<2:03:12,  1.90it/s]
Training 1/3 epoch (loss 0.0323):  12%|█▏        | 1995/16050 [24:24<2:03:12,  1.90it/s]
Training 1/3 epoch (loss 0.0323):  12%|█▏        | 1996/16050 [24:24<1:58:19,  1.98it/s]
Training 1/3 epoch (loss 0.0075):  12%|█▏        | 1996/16050 [24:25<1:58:19,  1.98it/s]
Training 1/3 epoch (loss 0.0075):  12%|█▏        | 1997/16050 [24:25<1:54:15,  2.05it/s]
Training 1/3 epoch (loss 0.0733):  12%|█▏        | 1997/16050 [24:25<1:54:15,  2.05it/s]
Training 1/3 epoch (loss 0.0733):  12%|█▏        | 1998/16050 [24:25<2:03:18,  1.90it/s]
Training 1/3 epoch (loss 0.0028):  12%|█▏        | 1998/16050 [24:26<2:03:18,  1.90it/s]
Training 1/3 epoch (loss 0.0028):  12%|█▏        | 1999/16050 [24:26<1:50:39,  2.12it/s]
Training 1/3 epoch (loss 0.1364):  12%|█▏        | 1999/16050 [24:26<1:50:39,  2.12it/s]
Training 1/3 epoch (loss 0.1364):  12%|█▏        | 2000/16050 [24:26<1:57:55,  1.99it/s]
Training 1/3 epoch (loss 0.3285):  12%|█▏        | 2000/16050 [24:27<1:57:55,  1.99it/s]
Training 1/3 epoch (loss 0.3285):  12%|█▏        | 2001/16050 [24:27<2:04:17,  1.88it/s]
Training 1/3 epoch (loss 0.1446):  12%|█▏        | 2001/16050 [24:27<2:04:17,  1.88it/s]
Training 1/3 epoch (loss 0.1446):  12%|█▏        | 2002/16050 [24:27<2:03:45,  1.89it/s]
Training 1/3 epoch (loss 0.0021):  12%|█▏        | 2002/16050 [24:28<2:03:45,  1.89it/s]
Training 1/3 epoch (loss 0.0021):  12%|█▏        | 2003/16050 [24:28<2:16:11,  1.72it/s]
Training 1/3 epoch (loss 0.4272):  12%|█▏        | 2003/16050 [24:29<2:16:11,  1.72it/s]
Training 1/3 epoch (loss 0.4272):  12%|█▏        | 2004/16050 [24:29<2:32:18,  1.54it/s]
Training 1/3 epoch (loss 0.0059):  12%|█▏        | 2004/16050 [24:29<2:32:18,  1.54it/s]
Training 1/3 epoch (loss 0.0059):  12%|█▏        | 2005/16050 [24:29<2:19:35,  1.68it/s]
Training 1/3 epoch (loss 0.0024):  12%|█▏        | 2005/16050 [24:30<2:19:35,  1.68it/s]
Training 1/3 epoch (loss 0.0024):  12%|█▏        | 2006/16050 [24:30<2:06:49,  1.85it/s]
Training 1/3 epoch (loss 0.0511):  12%|█▏        | 2006/16050 [24:30<2:06:49,  1.85it/s]
Training 1/3 epoch (loss 0.0511):  13%|█▎        | 2007/16050 [24:30<2:11:52,  1.77it/s]
Training 1/3 epoch (loss 0.0195):  13%|█▎        | 2007/16050 [24:31<2:11:52,  1.77it/s]
Training 1/3 epoch (loss 0.0195):  13%|█▎        | 2008/16050 [24:31<1:58:07,  1.98it/s]
Training 1/3 epoch (loss 0.3568):  13%|█▎        | 2008/16050 [24:31<1:58:07,  1.98it/s]
Training 1/3 epoch (loss 0.3568):  13%|█▎        | 2009/16050 [24:31<1:58:02,  1.98it/s]
Training 1/3 epoch (loss 0.2717):  13%|█▎        | 2009/16050 [24:32<1:58:02,  1.98it/s]
Training 1/3 epoch (loss 0.2717):  13%|█▎        | 2010/16050 [24:32<1:55:30,  2.03it/s]
Training 1/3 epoch (loss 0.0027):  13%|█▎        | 2010/16050 [24:32<1:55:30,  2.03it/s]
Training 1/3 epoch (loss 0.0027):  13%|█▎        | 2011/16050 [24:32<1:52:35,  2.08it/s]
Training 1/3 epoch (loss 0.0195):  13%|█▎        | 2011/16050 [24:33<1:52:35,  2.08it/s]
Training 1/3 epoch (loss 0.0195):  13%|█▎        | 2012/16050 [24:33<2:03:40,  1.89it/s]
Training 1/3 epoch (loss 0.0260):  13%|█▎        | 2012/16050 [24:33<2:03:40,  1.89it/s]
Training 1/3 epoch (loss 0.0260):  13%|█▎        | 2013/16050 [24:33<2:08:25,  1.82it/s]
Training 1/3 epoch (loss 0.0048):  13%|█▎        | 2013/16050 [24:34<2:08:25,  1.82it/s]
Training 1/3 epoch (loss 0.0048):  13%|█▎        | 2014/16050 [24:34<2:14:14,  1.74it/s]
Training 1/3 epoch (loss 0.5401):  13%|█▎        | 2014/16050 [24:34<2:14:14,  1.74it/s]
Training 1/3 epoch (loss 0.5401):  13%|█▎        | 2015/16050 [24:34<1:58:06,  1.98it/s]
Training 1/3 epoch (loss 0.2172):  13%|█▎        | 2015/16050 [24:35<1:58:06,  1.98it/s]
Training 1/3 epoch (loss 0.2172):  13%|█▎        | 2016/16050 [24:35<2:27:33,  1.59it/s]
Training 1/3 epoch (loss 0.0852):  13%|█▎        | 2016/16050 [24:36<2:27:33,  1.59it/s]
Training 1/3 epoch (loss 0.0852):  13%|█▎        | 2017/16050 [24:36<2:59:07,  1.31it/s]
Training 1/3 epoch (loss 0.0078):  13%|█▎        | 2017/16050 [24:37<2:59:07,  1.31it/s]
Training 1/3 epoch (loss 0.0078):  13%|█▎        | 2018/16050 [24:37<2:39:25,  1.47it/s]
Training 1/3 epoch (loss 0.0021):  13%|█▎        | 2018/16050 [24:37<2:39:25,  1.47it/s]
Training 1/3 epoch (loss 0.0021):  13%|█▎        | 2019/16050 [24:37<2:14:42,  1.74it/s]
Training 1/3 epoch (loss 0.0110):  13%|█▎        | 2019/16050 [24:38<2:14:42,  1.74it/s]
Training 1/3 epoch (loss 0.0110):  13%|█▎        | 2020/16050 [24:38<2:10:49,  1.79it/s]
Training 1/3 epoch (loss 0.0679):  13%|█▎        | 2020/16050 [24:39<2:10:49,  1.79it/s]
Training 1/3 epoch (loss 0.0679):  13%|█▎        | 2021/16050 [24:39<2:31:23,  1.54it/s]
Training 1/3 epoch (loss 0.0015):  13%|█▎        | 2021/16050 [24:39<2:31:23,  1.54it/s]
Training 1/3 epoch (loss 0.0015):  13%|█▎        | 2022/16050 [24:39<2:17:10,  1.70it/s]
Training 1/3 epoch (loss 0.1440):  13%|█▎        | 2022/16050 [24:40<2:17:10,  1.70it/s]
Training 1/3 epoch (loss 0.1440):  13%|█▎        | 2023/16050 [24:40<2:37:05,  1.49it/s]
Training 1/3 epoch (loss 0.3019):  13%|█▎        | 2023/16050 [24:40<2:37:05,  1.49it/s]
Training 1/3 epoch (loss 0.3019):  13%|█▎        | 2024/16050 [24:40<2:18:49,  1.68it/s]
Training 1/3 epoch (loss 0.0296):  13%|█▎        | 2024/16050 [24:41<2:18:49,  1.68it/s]
Training 1/3 epoch (loss 0.0296):  13%|█▎        | 2025/16050 [24:41<2:20:46,  1.66it/s]
Training 1/3 epoch (loss 0.0053):  13%|█▎        | 2025/16050 [24:41<2:20:46,  1.66it/s]
Training 1/3 epoch (loss 0.0053):  13%|█▎        | 2026/16050 [24:41<2:08:50,  1.81it/s]
Training 1/3 epoch (loss 1.4149):  13%|█▎        | 2026/16050 [24:42<2:08:50,  1.81it/s]
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Training 1/3 epoch (loss 0.1117):  13%|█▎        | 2053/16050 [24:56<2:02:47,  1.90it/s]
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Training 1/3 epoch (loss 0.0143):  13%|█▎        | 2055/16050 [24:57<1:59:39,  1.95it/s]
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Training 1/3 epoch (loss 0.0086):  13%|█▎        | 2056/16050 [24:58<1:54:14,  2.04it/s]
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Training 1/3 epoch (loss 0.0091):  13%|█▎        | 2057/16050 [24:58<1:53:48,  2.05it/s]
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Training 1/3 epoch (loss 0.3957):  13%|█▎        | 2060/16050 [25:01<4:04:34,  1.05s/it]
Training 1/3 epoch (loss 0.4321):  13%|█▎        | 2060/16050 [25:02<4:04:34,  1.05s/it]
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Training 1/3 epoch (loss 0.0297):  13%|█▎        | 2061/16050 [25:02<3:29:26,  1.11it/s]
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Training 1/3 epoch (loss 0.5442):  13%|█▎        | 2062/16050 [25:02<3:04:49,  1.26it/s]
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Training 1/3 epoch (loss 0.3405):  13%|█▎        | 2063/16050 [25:03<2:38:04,  1.47it/s]
Training 1/3 epoch (loss 0.3405):  13%|█▎        | 2064/16050 [25:03<2:47:38,  1.39it/s]
Training 1/3 epoch (loss 0.0668):  13%|█▎        | 2064/16050 [25:04<2:47:38,  1.39it/s]
Training 1/3 epoch (loss 0.0668):  13%|█▎        | 2065/16050 [25:04<3:06:58,  1.25it/s]
Training 1/3 epoch (loss 0.7531):  13%|█▎        | 2065/16050 [25:05<3:06:58,  1.25it/s]
Training 1/3 epoch (loss 0.7531):  13%|█▎        | 2066/16050 [25:05<2:31:32,  1.54it/s]
Training 1/3 epoch (loss 0.0745):  13%|█▎        | 2066/16050 [25:05<2:31:32,  1.54it/s]
Training 1/3 epoch (loss 0.0745):  13%|█▎        | 2067/16050 [25:05<2:18:12,  1.69it/s]
Training 1/3 epoch (loss 0.0038):  13%|█▎        | 2067/16050 [25:06<2:18:12,  1.69it/s]
Training 1/3 epoch (loss 0.0038):  13%|█▎        | 2068/16050 [25:06<2:20:19,  1.66it/s]
Training 1/3 epoch (loss 0.0226):  13%|█▎        | 2068/16050 [25:06<2:20:19,  1.66it/s]
Training 1/3 epoch (loss 0.0226):  13%|█▎        | 2069/16050 [25:06<2:10:48,  1.78it/s]
Training 1/3 epoch (loss 0.0026):  13%|█▎        | 2069/16050 [25:07<2:10:48,  1.78it/s]
Training 1/3 epoch (loss 0.0026):  13%|█▎        | 2070/16050 [25:07<2:09:49,  1.79it/s]
Training 1/3 epoch (loss 0.1957):  13%|█▎        | 2070/16050 [25:07<2:09:49,  1.79it/s]
Training 1/3 epoch (loss 0.1957):  13%|█▎        | 2071/16050 [25:07<2:17:01,  1.70it/s]
Training 1/3 epoch (loss 0.0160):  13%|█▎        | 2071/16050 [25:08<2:17:01,  1.70it/s]
Training 1/3 epoch (loss 0.0160):  13%|█▎        | 2072/16050 [25:08<2:05:02,  1.86it/s]
Training 1/3 epoch (loss 0.0825):  13%|█▎        | 2072/16050 [25:08<2:05:02,  1.86it/s]
Training 1/3 epoch (loss 0.0825):  13%|█▎        | 2073/16050 [25:08<2:14:24,  1.73it/s]
Training 1/3 epoch (loss 0.0392):  13%|█▎        | 2073/16050 [25:09<2:14:24,  1.73it/s]
Training 1/3 epoch (loss 0.0392):  13%|█▎        | 2074/16050 [25:09<2:02:28,  1.90it/s]
Training 1/3 epoch (loss 0.0058):  13%|█▎        | 2074/16050 [25:09<2:02:28,  1.90it/s]
Training 1/3 epoch (loss 0.0058):  13%|█▎        | 2075/16050 [25:09<1:58:00,  1.97it/s]
Training 1/3 epoch (loss 0.9812):  13%|█▎        | 2075/16050 [25:10<1:58:00,  1.97it/s]
Training 1/3 epoch (loss 0.9812):  13%|█▎        | 2076/16050 [25:10<1:51:10,  2.09it/s]
Training 1/3 epoch (loss 0.0150):  13%|█▎        | 2076/16050 [25:10<1:51:10,  2.09it/s]
Training 1/3 epoch (loss 0.0150):  13%|█▎        | 2077/16050 [25:10<1:46:49,  2.18it/s]
Training 1/3 epoch (loss 0.0773):  13%|█▎        | 2077/16050 [25:11<1:46:49,  2.18it/s]
Training 1/3 epoch (loss 0.0773):  13%|█▎        | 2078/16050 [25:11<2:03:56,  1.88it/s]
Training 1/3 epoch (loss 0.0208):  13%|█▎        | 2078/16050 [25:11<2:03:56,  1.88it/s]
Training 1/3 epoch (loss 0.0208):  13%|█▎        | 2079/16050 [25:11<2:00:32,  1.93it/s]
Training 1/3 epoch (loss 0.0875):  13%|█▎        | 2079/16050 [25:12<2:00:32,  1.93it/s]
Training 1/3 epoch (loss 0.0875):  13%|█▎        | 2080/16050 [25:12<2:08:08,  1.82it/s]
Training 1/3 epoch (loss 0.0692):  13%|█▎        | 2080/16050 [25:13<2:08:08,  1.82it/s]
Training 1/3 epoch (loss 0.0692):  13%|█▎        | 2081/16050 [25:13<2:11:43,  1.77it/s]
Training 1/3 epoch (loss 0.2427):  13%|█▎        | 2081/16050 [25:13<2:11:43,  1.77it/s]
Training 1/3 epoch (loss 0.2427):  13%|█▎        | 2082/16050 [25:13<2:08:17,  1.81it/s]
Training 1/3 epoch (loss 0.0209):  13%|█▎        | 2082/16050 [25:13<2:08:17,  1.81it/s]
Training 1/3 epoch (loss 0.0209):  13%|█▎        | 2083/16050 [25:13<1:59:34,  1.95it/s]
Training 1/3 epoch (loss 0.0050):  13%|█▎        | 2083/16050 [25:14<1:59:34,  1.95it/s]
Training 1/3 epoch (loss 0.0050):  13%|█▎        | 2084/16050 [25:14<2:04:53,  1.86it/s]
Training 1/3 epoch (loss 0.7821):  13%|█▎        | 2084/16050 [25:16<2:04:53,  1.86it/s]
Training 1/3 epoch (loss 0.7821):  13%|█▎        | 2085/16050 [25:16<4:12:06,  1.08s/it]
Training 1/3 epoch (loss 0.0088):  13%|█▎        | 2085/16050 [25:17<4:12:06,  1.08s/it]
Training 1/3 epoch (loss 0.0088):  13%|█▎        | 2086/16050 [25:17<3:27:11,  1.12it/s]
Training 1/3 epoch (loss 0.0523):  13%|█▎        | 2086/16050 [25:18<3:27:11,  1.12it/s]
Training 1/3 epoch (loss 0.0523):  13%|█▎        | 2087/16050 [25:18<3:37:19,  1.07it/s]
Training 1/3 epoch (loss 0.0605):  13%|█▎        | 2087/16050 [25:18<3:37:19,  1.07it/s]
Training 1/3 epoch (loss 0.0605):  13%|█▎        | 2088/16050 [25:18<2:58:47,  1.30it/s]
Training 1/3 epoch (loss 0.8649):  13%|█▎        | 2088/16050 [25:19<2:58:47,  1.30it/s]
Training 1/3 epoch (loss 0.8649):  13%|█▎        | 2089/16050 [25:19<2:27:11,  1.58it/s]
Training 1/3 epoch (loss 0.0384):  13%|█▎        | 2089/16050 [25:19<2:27:11,  1.58it/s]
Training 1/3 epoch (loss 0.0384):  13%|█▎        | 2090/16050 [25:19<2:20:57,  1.65it/s]
Training 1/3 epoch (loss 0.5162):  13%|█▎        | 2090/16050 [25:19<2:20:57,  1.65it/s]
Training 1/3 epoch (loss 0.5162):  13%|█▎        | 2091/16050 [25:19<1:59:39,  1.94it/s]
Training 1/3 epoch (loss 0.0330):  13%|█▎        | 2091/16050 [25:20<1:59:39,  1.94it/s]
Training 1/3 epoch (loss 0.0330):  13%|█▎        | 2092/16050 [25:20<2:10:12,  1.79it/s]
Training 1/3 epoch (loss 0.0077):  13%|█▎        | 2092/16050 [25:21<2:10:12,  1.79it/s]
Training 1/3 epoch (loss 0.0077):  13%|█▎        | 2093/16050 [25:21<2:03:56,  1.88it/s]
Training 1/3 epoch (loss 0.0091):  13%|█▎        | 2093/16050 [25:21<2:03:56,  1.88it/s]
Training 1/3 epoch (loss 0.0091):  13%|█▎        | 2094/16050 [25:21<1:59:04,  1.95it/s]
Training 1/3 epoch (loss 0.0337):  13%|█▎        | 2094/16050 [25:22<1:59:04,  1.95it/s]
Training 1/3 epoch (loss 0.0337):  13%|█▎        | 2095/16050 [25:22<2:13:41,  1.74it/s]
Training 1/3 epoch (loss 0.0412):  13%|█▎        | 2095/16050 [25:22<2:13:41,  1.74it/s]
Training 1/3 epoch (loss 0.0412):  13%|█▎        | 2096/16050 [25:22<2:17:14,  1.69it/s]
Training 1/3 epoch (loss 0.0067):  13%|█▎        | 2096/16050 [25:23<2:17:14,  1.69it/s]
Training 1/3 epoch (loss 0.0067):  13%|█▎        | 2097/16050 [25:23<2:08:54,  1.80it/s]
Training 1/3 epoch (loss 0.1390):  13%|█▎        | 2097/16050 [25:23<2:08:54,  1.80it/s]
Training 1/3 epoch (loss 0.1390):  13%|█▎        | 2098/16050 [25:23<2:12:01,  1.76it/s]
Training 1/3 epoch (loss 0.1339):  13%|█▎        | 2098/16050 [25:24<2:12:01,  1.76it/s]
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Training 1/3 epoch (loss 0.0136):  13%|█▎        | 2099/16050 [25:25<2:08:53,  1.80it/s]
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Training 1/3 epoch (loss 0.2275):  13%|█▎        | 2100/16050 [25:25<2:07:22,  1.83it/s]
Training 1/3 epoch (loss 0.2275):  13%|█▎        | 2101/16050 [25:25<2:25:18,  1.60it/s]
Training 1/3 epoch (loss 0.0448):  13%|█▎        | 2101/16050 [25:26<2:25:18,  1.60it/s]
Training 1/3 epoch (loss 0.0448):  13%|█▎        | 2102/16050 [25:26<2:26:43,  1.58it/s]
Training 1/3 epoch (loss 0.0075):  13%|█▎        | 2102/16050 [25:26<2:26:43,  1.58it/s]
Training 1/3 epoch (loss 0.0075):  13%|█▎        | 2103/16050 [25:26<2:07:57,  1.82it/s]
Training 1/3 epoch (loss 0.0229):  13%|█▎        | 2103/16050 [25:27<2:07:57,  1.82it/s]
Training 1/3 epoch (loss 0.0229):  13%|█▎        | 2104/16050 [25:27<2:13:09,  1.75it/s]
Training 1/3 epoch (loss 0.0021):  13%|█▎        | 2104/16050 [25:27<2:13:09,  1.75it/s]
Training 1/3 epoch (loss 0.0021):  13%|█▎        | 2105/16050 [25:27<2:06:45,  1.83it/s]
Training 1/3 epoch (loss 0.4730):  13%|█▎        | 2105/16050 [25:28<2:06:45,  1.83it/s]
Training 1/3 epoch (loss 0.4730):  13%|█▎        | 2106/16050 [25:28<2:12:09,  1.76it/s]
Training 1/3 epoch (loss 0.1315):  13%|█▎        | 2106/16050 [25:29<2:12:09,  1.76it/s]
Training 1/3 epoch (loss 0.1315):  13%|█▎        | 2107/16050 [25:29<2:29:22,  1.56it/s]
Training 1/3 epoch (loss 0.5681):  13%|█▎        | 2107/16050 [25:29<2:29:22,  1.56it/s]
Training 1/3 epoch (loss 0.5681):  13%|█▎        | 2108/16050 [25:29<2:23:10,  1.62it/s]
Training 1/3 epoch (loss 0.0036):  13%|█▎        | 2108/16050 [25:30<2:23:10,  1.62it/s]
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Training 1/3 epoch (loss 0.2550):  13%|█▎        | 2109/16050 [25:30<2:11:32,  1.77it/s]
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Training 1/3 epoch (loss 0.5676):  13%|█▎        | 2110/16050 [25:31<2:00:54,  1.92it/s]
Training 1/3 epoch (loss 0.5676):  13%|█▎        | 2111/16050 [25:31<1:53:57,  2.04it/s]
Training 1/3 epoch (loss 0.2197):  13%|█▎        | 2111/16050 [25:31<1:53:57,  2.04it/s]
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Training 1/3 epoch (loss 0.1193):  13%|█▎        | 2112/16050 [25:32<1:51:44,  2.08it/s]
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Training 1/3 epoch (loss 0.0736):  13%|█▎        | 2113/16050 [25:32<1:55:10,  2.02it/s]
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Training 1/3 epoch (loss 0.0216):  13%|█▎        | 2116/16050 [25:34<2:01:06,  1.92it/s]
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Training 1/3 epoch (loss 0.2489):  13%|█▎        | 2117/16050 [25:34<1:54:55,  2.02it/s]
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Training 1/3 epoch (loss 0.0074):  13%|█▎        | 2118/16050 [25:35<2:07:07,  1.83it/s]
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Training 1/3 epoch (loss 0.0135):  13%|█▎        | 2119/16050 [25:35<2:01:37,  1.91it/s]
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Training 1/3 epoch (loss 0.4455):  13%|█▎        | 2120/16050 [25:36<2:01:22,  1.91it/s]
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Training 1/3 epoch (loss 0.5061):  13%|█▎        | 2121/16050 [25:36<1:52:51,  2.06it/s]
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Training 1/3 epoch (loss 0.0016):  13%|█▎        | 2122/16050 [25:37<2:05:31,  1.85it/s]
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Training 1/3 epoch (loss 0.7366):  13%|█▎        | 2123/16050 [25:37<1:52:23,  2.07it/s]
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Training 1/3 epoch (loss 0.0523):  13%|█▎        | 2124/16050 [25:38<2:06:17,  1.84it/s]
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Training 1/3 epoch (loss 0.0724):  13%|█▎        | 2125/16050 [25:38<2:10:08,  1.78it/s]
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Training 1/3 epoch (loss 0.3668):  13%|█▎        | 2126/16050 [25:39<2:03:24,  1.88it/s]
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Training 1/3 epoch (loss 0.0129):  13%|█▎        | 2127/16050 [25:40<2:08:33,  1.81it/s]
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Training 1/3 epoch (loss 0.7883):  13%|█▎        | 2128/16050 [25:40<2:27:45,  1.57it/s]
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Training 1/3 epoch (loss 0.0738):  13%|█▎        | 2129/16050 [25:41<2:05:41,  1.85it/s]
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Training 1/3 epoch (loss 0.0302):  13%|█▎        | 2130/16050 [25:41<2:17:55,  1.68it/s]
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Training 1/3 epoch (loss 0.0231):  13%|█▎        | 2131/16050 [25:42<2:10:15,  1.78it/s]
Training 1/3 epoch (loss 0.0231):  13%|█▎        | 2132/16050 [25:42<2:06:19,  1.84it/s]
Training 1/3 epoch (loss 0.1038):  13%|█▎        | 2132/16050 [25:43<2:06:19,  1.84it/s]
Training 1/3 epoch (loss 0.1038):  13%|█▎        | 2133/16050 [25:43<2:14:24,  1.73it/s]
Training 1/3 epoch (loss 0.3884):  13%|█▎        | 2133/16050 [25:43<2:14:24,  1.73it/s]
Training 1/3 epoch (loss 0.3884):  13%|█▎        | 2134/16050 [25:43<2:01:56,  1.90it/s]
Training 1/3 epoch (loss 0.3734):  13%|█▎        | 2134/16050 [25:44<2:01:56,  1.90it/s]
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Training 1/3 epoch (loss 0.4891):  13%|█▎        | 2135/16050 [25:44<2:17:55,  1.68it/s]
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Training 1/3 epoch (loss 0.0364):  13%|█▎        | 2136/16050 [25:45<1:58:23,  1.96it/s]
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Training 1/3 epoch (loss 0.0093):  13%|█▎        | 2137/16050 [25:45<2:06:10,  1.84it/s]
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Training 1/3 epoch (loss 0.0034):  13%|█▎        | 2138/16050 [25:46<2:01:52,  1.90it/s]
Training 1/3 epoch (loss 0.0034):  13%|█▎        | 2139/16050 [25:46<1:57:37,  1.97it/s]
Training 1/3 epoch (loss 0.3372):  13%|█▎        | 2139/16050 [25:46<1:57:37,  1.97it/s]
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Training 1/3 epoch (loss 0.7648):  13%|█▎        | 2140/16050 [25:47<1:50:52,  2.09it/s]
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Training 1/3 epoch (loss 0.1708):  13%|█▎        | 2141/16050 [25:47<1:54:49,  2.02it/s]
Training 1/3 epoch (loss 0.1708):  13%|█▎        | 2142/16050 [25:47<2:17:09,  1.69it/s]
Training 1/3 epoch (loss 0.4742):  13%|█▎        | 2142/16050 [25:48<2:17:09,  1.69it/s]
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Training 1/3 epoch (loss 0.5052):  13%|█▎        | 2143/16050 [25:50<2:33:14,  1.51it/s]
Training 1/3 epoch (loss 0.5052):  13%|█▎        | 2144/16050 [25:50<4:23:47,  1.14s/it]
Training 1/3 epoch (loss 0.0348):  13%|█▎        | 2144/16050 [25:51<4:23:47,  1.14s/it]
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Training 1/3 epoch (loss 0.0642):  13%|█▎        | 2145/16050 [25:51<3:36:06,  1.07it/s]
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Training 1/3 epoch (loss 0.0386):  13%|█▎        | 2146/16050 [25:52<3:08:55,  1.23it/s]
Training 1/3 epoch (loss 0.0386):  13%|█▎        | 2147/16050 [25:52<2:41:08,  1.44it/s]
Training 1/3 epoch (loss 0.1951):  13%|█▎        | 2147/16050 [25:53<2:41:08,  1.44it/s]
Training 1/3 epoch (loss 0.1951):  13%|█▎        | 2148/16050 [25:53<2:48:43,  1.37it/s]
Training 1/3 epoch (loss 0.1155):  13%|█▎        | 2148/16050 [25:53<2:48:43,  1.37it/s]
Training 1/3 epoch (loss 0.1155):  13%|█▎        | 2149/16050 [25:53<2:26:54,  1.58it/s]
Training 1/3 epoch (loss 0.5448):  13%|█▎        | 2149/16050 [25:54<2:26:54,  1.58it/s]
Training 1/3 epoch (loss 0.5448):  13%|█▎        | 2150/16050 [25:54<2:11:13,  1.77it/s]
Training 1/3 epoch (loss 0.1486):  13%|█▎        | 2150/16050 [25:54<2:11:13,  1.77it/s]
Training 1/3 epoch (loss 0.1486):  13%|█▎        | 2151/16050 [25:54<1:53:26,  2.04it/s]
Training 1/3 epoch (loss 0.0296):  13%|█▎        | 2151/16050 [25:55<1:53:26,  2.04it/s]
Training 1/3 epoch (loss 0.0296):  13%|█▎        | 2152/16050 [25:55<2:07:14,  1.82it/s]
Training 1/3 epoch (loss 0.0100):  13%|█▎        | 2152/16050 [25:55<2:07:14,  1.82it/s]
Training 1/3 epoch (loss 0.0100):  13%|█▎        | 2153/16050 [25:55<1:53:48,  2.04it/s]
Training 1/3 epoch (loss 0.0591):  13%|█▎        | 2153/16050 [25:56<1:53:48,  2.04it/s]
Training 1/3 epoch (loss 0.0591):  13%|█▎        | 2154/16050 [25:56<2:04:38,  1.86it/s]
Training 1/3 epoch (loss 0.1128):  13%|█▎        | 2154/16050 [25:56<2:04:38,  1.86it/s]
Training 1/3 epoch (loss 0.1128):  13%|█▎        | 2155/16050 [25:56<2:03:06,  1.88it/s]
Training 1/3 epoch (loss 0.5008):  13%|█▎        | 2155/16050 [25:57<2:03:06,  1.88it/s]
Training 1/3 epoch (loss 0.5008):  13%|█▎        | 2156/16050 [25:57<2:08:06,  1.81it/s]
Training 1/3 epoch (loss 0.0458):  13%|█▎        | 2156/16050 [25:57<2:08:06,  1.81it/s]
Training 1/3 epoch (loss 0.0458):  13%|█▎        | 2157/16050 [25:57<2:01:21,  1.91it/s]
Training 1/3 epoch (loss 0.0119):  13%|█▎        | 2157/16050 [25:58<2:01:21,  1.91it/s]
Training 1/3 epoch (loss 0.0119):  13%|█▎        | 2158/16050 [25:58<1:53:03,  2.05it/s]
Training 1/3 epoch (loss 0.0403):  13%|█▎        | 2158/16050 [25:58<1:53:03,  2.05it/s]
Training 1/3 epoch (loss 0.0403):  13%|█▎        | 2159/16050 [25:58<2:07:18,  1.82it/s]
Training 1/3 epoch (loss 0.4979):  13%|█▎        | 2159/16050 [25:59<2:07:18,  1.82it/s]
Training 1/3 epoch (loss 0.4979):  13%|█▎        | 2160/16050 [25:59<2:16:30,  1.70it/s]
Training 1/3 epoch (loss 0.0098):  13%|█▎        | 2160/16050 [26:00<2:16:30,  1.70it/s]
Training 1/3 epoch (loss 0.0098):  13%|█▎        | 2161/16050 [26:00<2:17:32,  1.68it/s]
Training 1/3 epoch (loss 0.0317):  13%|█▎        | 2161/16050 [26:00<2:17:32,  1.68it/s]
Training 1/3 epoch (loss 0.0317):  13%|█▎        | 2162/16050 [26:00<2:11:25,  1.76it/s]
Training 1/3 epoch (loss 0.4058):  13%|█▎        | 2162/16050 [26:01<2:11:25,  1.76it/s]
Training 1/3 epoch (loss 0.4058):  13%|█▎        | 2163/16050 [26:01<2:28:18,  1.56it/s]
Training 1/3 epoch (loss 0.2511):  13%|█▎        | 2163/16050 [26:01<2:28:18,  1.56it/s]
Training 1/3 epoch (loss 0.2511):  13%|█▎        | 2164/16050 [26:01<2:17:24,  1.68it/s]
Training 1/3 epoch (loss 0.0423):  13%|█▎        | 2164/16050 [26:02<2:17:24,  1.68it/s]
Training 1/3 epoch (loss 0.0423):  13%|█▎        | 2165/16050 [26:02<2:16:56,  1.69it/s]
Training 1/3 epoch (loss 0.1047):  13%|█▎        | 2165/16050 [26:02<2:16:56,  1.69it/s]
Training 1/3 epoch (loss 0.1047):  13%|█▎        | 2166/16050 [26:02<2:04:31,  1.86it/s]
Training 1/3 epoch (loss 0.0654):  13%|█▎        | 2166/16050 [26:03<2:04:31,  1.86it/s]
Training 1/3 epoch (loss 0.0654):  14%|█▎        | 2167/16050 [26:03<2:03:38,  1.87it/s]
Training 1/3 epoch (loss 0.0038):  14%|█▎        | 2167/16050 [26:04<2:03:38,  1.87it/s]
Training 1/3 epoch (loss 0.0038):  14%|█▎        | 2168/16050 [26:04<2:13:13,  1.74it/s]
Training 1/3 epoch (loss 1.0627):  14%|█▎        | 2168/16050 [26:04<2:13:13,  1.74it/s]
Training 1/3 epoch (loss 1.0627):  14%|█▎        | 2169/16050 [26:04<1:55:00,  2.01it/s]
Training 1/3 epoch (loss 0.6076):  14%|█▎        | 2169/16050 [26:04<1:55:00,  2.01it/s]
Training 1/3 epoch (loss 0.6076):  14%|█▎        | 2170/16050 [26:04<1:56:31,  1.99it/s]
Training 1/3 epoch (loss 0.0023):  14%|█▎        | 2170/16050 [26:05<1:56:31,  1.99it/s]
Training 1/3 epoch (loss 0.0023):  14%|█▎        | 2171/16050 [26:05<1:57:49,  1.96it/s]
Training 1/3 epoch (loss 0.0038):  14%|█▎        | 2171/16050 [26:05<1:57:49,  1.96it/s]
Training 1/3 epoch (loss 0.0038):  14%|█▎        | 2172/16050 [26:05<1:59:28,  1.94it/s]
Training 1/3 epoch (loss 0.1038):  14%|█▎        | 2172/16050 [26:06<1:59:28,  1.94it/s]
Training 1/3 epoch (loss 0.1038):  14%|█▎        | 2173/16050 [26:06<2:09:59,  1.78it/s]
Training 1/3 epoch (loss 0.0074):  14%|█▎        | 2173/16050 [26:06<2:09:59,  1.78it/s]
Training 1/3 epoch (loss 0.0074):  14%|█▎        | 2174/16050 [26:06<1:59:35,  1.93it/s]
Training 1/3 epoch (loss 0.0633):  14%|█▎        | 2174/16050 [26:07<1:59:35,  1.93it/s]
Training 1/3 epoch (loss 0.0633):  14%|█▎        | 2175/16050 [26:07<1:55:25,  2.00it/s]
Training 1/3 epoch (loss 0.0308):  14%|█▎        | 2175/16050 [26:08<1:55:25,  2.00it/s]
Training 1/3 epoch (loss 0.0308):  14%|█▎        | 2176/16050 [26:08<2:21:34,  1.63it/s]
Training 1/3 epoch (loss 0.3511):  14%|█▎        | 2176/16050 [26:10<2:21:34,  1.63it/s]
Training 1/3 epoch (loss 0.3511):  14%|█▎        | 2177/16050 [26:10<4:13:34,  1.10s/it]
Training 1/3 epoch (loss 0.0013):  14%|█▎        | 2177/16050 [26:11<4:13:34,  1.10s/it]
Training 1/3 epoch (loss 0.0013):  14%|█▎        | 2178/16050 [26:11<3:42:15,  1.04it/s]
Training 1/3 epoch (loss 0.4696):  14%|█▎        | 2178/16050 [26:11<3:42:15,  1.04it/s]
Training 1/3 epoch (loss 0.4696):  14%|█▎        | 2179/16050 [26:11<3:18:46,  1.16it/s]
Training 1/3 epoch (loss 0.0173):  14%|█▎        | 2179/16050 [26:12<3:18:46,  1.16it/s]
Training 1/3 epoch (loss 0.0173):  14%|█▎        | 2180/16050 [26:12<2:55:17,  1.32it/s]
Training 1/3 epoch (loss 0.4527):  14%|█▎        | 2180/16050 [26:12<2:55:17,  1.32it/s]
Training 1/3 epoch (loss 0.4527):  14%|█▎        | 2181/16050 [26:12<2:30:13,  1.54it/s]
Training 1/3 epoch (loss 0.0900):  14%|█▎        | 2181/16050 [26:13<2:30:13,  1.54it/s]
Training 1/3 epoch (loss 0.0900):  14%|█▎        | 2182/16050 [26:13<2:22:51,  1.62it/s]
Training 1/3 epoch (loss 0.1802):  14%|█▎        | 2182/16050 [26:13<2:22:51,  1.62it/s]
Training 1/3 epoch (loss 0.1802):  14%|█▎        | 2183/16050 [26:13<2:16:15,  1.70it/s]
Training 1/3 epoch (loss 0.0179):  14%|█▎        | 2183/16050 [26:14<2:16:15,  1.70it/s]
Training 1/3 epoch (loss 0.0179):  14%|█▎        | 2184/16050 [26:14<2:00:18,  1.92it/s]
Training 1/3 epoch (loss 0.0079):  14%|█▎        | 2184/16050 [26:14<2:00:18,  1.92it/s]
Training 1/3 epoch (loss 0.0079):  14%|█▎        | 2185/16050 [26:14<2:11:38,  1.76it/s]
Training 1/3 epoch (loss 0.0094):  14%|█▎        | 2185/16050 [26:15<2:11:38,  1.76it/s]
Training 1/3 epoch (loss 0.0094):  14%|█▎        | 2186/16050 [26:15<2:05:34,  1.84it/s]
Training 1/3 epoch (loss 0.0048):  14%|█▎        | 2186/16050 [26:15<2:05:34,  1.84it/s]
Training 1/3 epoch (loss 0.0048):  14%|█▎        | 2187/16050 [26:15<1:59:39,  1.93it/s]
Training 1/3 epoch (loss 0.0574):  14%|█▎        | 2187/16050 [26:16<1:59:39,  1.93it/s]
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Training 1/3 epoch (loss 0.0067):  14%|█▎        | 2188/16050 [26:17<2:31:52,  1.52it/s]
Training 1/3 epoch (loss 0.0067):  14%|█▎        | 2189/16050 [26:17<2:18:44,  1.67it/s]
Training 1/3 epoch (loss 0.0069):  14%|█▎        | 2189/16050 [26:17<2:18:44,  1.67it/s]
Training 1/3 epoch (loss 0.0069):  14%|█▎        | 2190/16050 [26:17<2:07:21,  1.81it/s]
Training 1/3 epoch (loss 0.0057):  14%|█▎        | 2190/16050 [26:18<2:07:21,  1.81it/s]
Training 1/3 epoch (loss 0.0057):  14%|█▎        | 2191/16050 [26:18<2:12:27,  1.74it/s]
Training 1/3 epoch (loss 0.0042):  14%|█▎        | 2191/16050 [26:18<2:12:27,  1.74it/s]
Training 1/3 epoch (loss 0.0042):  14%|█▎        | 2192/16050 [26:18<2:15:35,  1.70it/s]
Training 1/3 epoch (loss 1.1214):  14%|█▎        | 2192/16050 [26:19<2:15:35,  1.70it/s]
Training 1/3 epoch (loss 1.1214):  14%|█▎        | 2193/16050 [26:19<2:15:41,  1.70it/s]
Training 1/3 epoch (loss 0.0165):  14%|█▎        | 2193/16050 [26:19<2:15:41,  1.70it/s]
Training 1/3 epoch (loss 0.0165):  14%|█▎        | 2194/16050 [26:19<2:07:35,  1.81it/s]
Training 1/3 epoch (loss 0.0796):  14%|█▎        | 2194/16050 [26:20<2:07:35,  1.81it/s]
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Training 1/3 epoch (loss 0.0317):  14%|█▎        | 2195/16050 [26:20<2:01:28,  1.90it/s]
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Training 1/3 epoch (loss 0.1550):  14%|█▎        | 2196/16050 [26:21<2:04:50,  1.85it/s]
Training 1/3 epoch (loss 0.1550):  14%|█▎        | 2197/16050 [26:21<1:55:49,  1.99it/s]
Training 1/3 epoch (loss 0.7141):  14%|█▎        | 2197/16050 [26:21<1:55:49,  1.99it/s]
Training 1/3 epoch (loss 0.7141):  14%|█▎        | 2198/16050 [26:21<2:02:02,  1.89it/s]
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Training 1/3 epoch (loss 0.4863):  14%|█▎        | 2199/16050 [26:24<1:46:54,  2.16it/s]
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Training 1/3 epoch (loss 0.0032):  14%|█▎        | 2200/16050 [26:25<3:48:57,  1.01it/s]
Training 1/3 epoch (loss 0.0032):  14%|█▎        | 2201/16050 [26:25<3:25:41,  1.12it/s]
Training 1/3 epoch (loss 0.0264):  14%|█▎        | 2201/16050 [26:25<3:25:41,  1.12it/s]
Training 1/3 epoch (loss 0.0264):  14%|█▎        | 2202/16050 [26:25<3:02:38,  1.26it/s]
Training 1/3 epoch (loss 0.0437):  14%|█▎        | 2202/16050 [26:26<3:02:38,  1.26it/s]
Training 1/3 epoch (loss 0.0437):  14%|█▎        | 2203/16050 [26:26<2:45:32,  1.39it/s]
Training 1/3 epoch (loss 0.1695):  14%|█▎        | 2203/16050 [26:26<2:45:32,  1.39it/s]
Training 1/3 epoch (loss 0.1695):  14%|█▎        | 2204/16050 [26:26<2:39:35,  1.45it/s]
Training 1/3 epoch (loss 0.0070):  14%|█▎        | 2204/16050 [26:27<2:39:35,  1.45it/s]
Training 1/3 epoch (loss 0.0070):  14%|█▎        | 2205/16050 [26:27<2:37:14,  1.47it/s]
Training 1/3 epoch (loss 0.0785):  14%|█▎        | 2205/16050 [26:28<2:37:14,  1.47it/s]
Training 1/3 epoch (loss 0.0785):  14%|█▎        | 2206/16050 [26:28<2:27:19,  1.57it/s]
Training 1/3 epoch (loss 0.0029):  14%|█▎        | 2206/16050 [26:28<2:27:19,  1.57it/s]
Training 1/3 epoch (loss 0.0029):  14%|█▍        | 2207/16050 [26:28<2:27:19,  1.57it/s]
Training 1/3 epoch (loss 0.0128):  14%|█▍        | 2207/16050 [26:29<2:27:19,  1.57it/s]
Training 1/3 epoch (loss 0.0128):  14%|█▍        | 2208/16050 [26:29<2:12:38,  1.74it/s]
Training 1/3 epoch (loss 0.0014):  14%|█▍        | 2208/16050 [26:29<2:12:38,  1.74it/s]
Training 1/3 epoch (loss 0.0014):  14%|█▍        | 2209/16050 [26:29<2:14:24,  1.72it/s]
Training 1/3 epoch (loss 0.6197):  14%|█▍        | 2209/16050 [26:30<2:14:24,  1.72it/s]
Training 1/3 epoch (loss 0.6197):  14%|█▍        | 2210/16050 [26:30<1:58:19,  1.95it/s]
Training 1/3 epoch (loss 0.0407):  14%|█▍        | 2210/16050 [26:30<1:58:19,  1.95it/s]
Training 1/3 epoch (loss 0.0407):  14%|█▍        | 2211/16050 [26:30<1:59:37,  1.93it/s]
Training 1/3 epoch (loss 0.0009):  14%|█▍        | 2211/16050 [26:31<1:59:37,  1.93it/s]
Training 1/3 epoch (loss 0.0009):  14%|█▍        | 2212/16050 [26:31<1:52:01,  2.06it/s]
Training 1/3 epoch (loss 0.0596):  14%|█▍        | 2212/16050 [26:31<1:52:01,  2.06it/s]
Training 1/3 epoch (loss 0.0596):  14%|█▍        | 2213/16050 [26:31<2:14:33,  1.71it/s]
Training 1/3 epoch (loss 0.4119):  14%|█▍        | 2213/16050 [26:32<2:14:33,  1.71it/s]
Training 1/3 epoch (loss 0.4119):  14%|█▍        | 2214/16050 [26:32<1:58:55,  1.94it/s]
Training 1/3 epoch (loss 0.4459):  14%|█▍        | 2214/16050 [26:32<1:58:55,  1.94it/s]
Training 1/3 epoch (loss 0.4459):  14%|█▍        | 2215/16050 [26:32<2:06:28,  1.82it/s]
Training 1/3 epoch (loss 0.0549):  14%|█▍        | 2215/16050 [26:33<2:06:28,  1.82it/s]
Training 1/3 epoch (loss 0.0549):  14%|█▍        | 2216/16050 [26:33<2:10:11,  1.77it/s]
Training 1/3 epoch (loss 0.1481):  14%|█▍        | 2216/16050 [26:33<2:10:11,  1.77it/s]
Training 1/3 epoch (loss 0.1481):  14%|█▍        | 2217/16050 [26:33<2:03:43,  1.86it/s]
Training 1/3 epoch (loss 0.0858):  14%|█▍        | 2217/16050 [26:34<2:03:43,  1.86it/s]
Training 1/3 epoch (loss 0.0858):  14%|█▍        | 2218/16050 [26:34<2:22:44,  1.61it/s]
Training 1/3 epoch (loss 0.0265):  14%|█▍        | 2218/16050 [26:35<2:22:44,  1.61it/s]
Training 1/3 epoch (loss 0.0265):  14%|█▍        | 2219/16050 [26:35<2:21:55,  1.62it/s]
Training 1/3 epoch (loss 0.0130):  14%|█▍        | 2219/16050 [26:35<2:21:55,  1.62it/s]
Training 1/3 epoch (loss 0.0130):  14%|█▍        | 2220/16050 [26:35<2:19:55,  1.65it/s]
Training 1/3 epoch (loss 0.0128):  14%|█▍        | 2220/16050 [26:36<2:19:55,  1.65it/s]
Training 1/3 epoch (loss 0.0128):  14%|█▍        | 2221/16050 [26:36<2:19:54,  1.65it/s]
Training 1/3 epoch (loss 0.0179):  14%|█▍        | 2221/16050 [26:37<2:19:54,  1.65it/s]
Training 1/3 epoch (loss 0.0179):  14%|█▍        | 2222/16050 [26:37<2:19:27,  1.65it/s]
Training 1/3 epoch (loss 0.3039):  14%|█▍        | 2222/16050 [26:37<2:19:27,  1.65it/s]
Training 1/3 epoch (loss 0.3039):  14%|█▍        | 2223/16050 [26:37<2:19:31,  1.65it/s]
Training 1/3 epoch (loss 0.5277):  14%|█▍        | 2223/16050 [26:38<2:19:31,  1.65it/s]
Training 1/3 epoch (loss 0.5277):  14%|█▍        | 2224/16050 [26:38<2:23:47,  1.60it/s]
Training 1/3 epoch (loss 0.4697):  14%|█▍        | 2224/16050 [26:38<2:23:47,  1.60it/s]
Training 1/3 epoch (loss 0.4697):  14%|█▍        | 2225/16050 [26:38<2:17:02,  1.68it/s]
Training 1/3 epoch (loss 0.0114):  14%|█▍        | 2225/16050 [26:39<2:17:02,  1.68it/s]
Training 1/3 epoch (loss 0.0114):  14%|█▍        | 2226/16050 [26:39<2:08:25,  1.79it/s]
Training 1/3 epoch (loss 0.1452):  14%|█▍        | 2226/16050 [26:39<2:08:25,  1.79it/s]
Training 1/3 epoch (loss 0.1452):  14%|█▍        | 2227/16050 [26:39<2:01:51,  1.89it/s]
Training 1/3 epoch (loss 0.0456):  14%|█▍        | 2227/16050 [26:40<2:01:51,  1.89it/s]
Training 1/3 epoch (loss 0.0456):  14%|█▍        | 2228/16050 [26:40<2:02:38,  1.88it/s]
Training 1/3 epoch (loss 0.0432):  14%|█▍        | 2228/16050 [26:40<2:02:38,  1.88it/s]
Training 1/3 epoch (loss 0.0432):  14%|█▍        | 2229/16050 [26:40<1:56:15,  1.98it/s]
Training 1/3 epoch (loss 0.0803):  14%|█▍        | 2229/16050 [26:41<1:56:15,  1.98it/s]
Training 1/3 epoch (loss 0.0803):  14%|█▍        | 2230/16050 [26:41<1:53:25,  2.03it/s]
Training 1/3 epoch (loss 0.3623):  14%|█▍        | 2230/16050 [26:41<1:53:25,  2.03it/s]
Training 1/3 epoch (loss 0.3623):  14%|█▍        | 2231/16050 [26:41<1:43:02,  2.24it/s]
Training 1/3 epoch (loss 0.5277):  14%|█▍        | 2231/16050 [26:42<1:43:02,  2.24it/s]
Training 1/3 epoch (loss 0.5277):  14%|█▍        | 2232/16050 [26:42<1:39:22,  2.32it/s]
Training 1/3 epoch (loss 0.0276):  14%|█▍        | 2232/16050 [26:42<1:39:22,  2.32it/s]
Training 1/3 epoch (loss 0.0276):  14%|█▍        | 2233/16050 [26:42<1:41:55,  2.26it/s]
Training 1/3 epoch (loss 0.1045):  14%|█▍        | 2233/16050 [26:43<1:41:55,  2.26it/s]
Training 1/3 epoch (loss 0.1045):  14%|█▍        | 2234/16050 [26:43<1:43:06,  2.23it/s]
Training 1/3 epoch (loss 0.4806):  14%|█▍        | 2234/16050 [26:43<1:43:06,  2.23it/s]
Training 1/3 epoch (loss 0.4806):  14%|█▍        | 2235/16050 [26:43<1:47:22,  2.14it/s]
Training 1/3 epoch (loss 0.0562):  14%|█▍        | 2235/16050 [26:44<1:47:22,  2.14it/s]
Training 1/3 epoch (loss 0.0562):  14%|█▍        | 2236/16050 [26:44<1:56:07,  1.98it/s]
Training 1/3 epoch (loss 0.0174):  14%|█▍        | 2236/16050 [26:44<1:56:07,  1.98it/s]
Training 1/3 epoch (loss 0.0174):  14%|█▍        | 2237/16050 [26:44<2:06:20,  1.82it/s]
Training 1/3 epoch (loss 0.6590):  14%|█▍        | 2237/16050 [26:45<2:06:20,  1.82it/s]
Training 1/3 epoch (loss 0.6590):  14%|█▍        | 2238/16050 [26:45<1:53:31,  2.03it/s]
Training 1/3 epoch (loss 0.0136):  14%|█▍        | 2238/16050 [26:45<1:53:31,  2.03it/s]
Training 1/3 epoch (loss 0.0136):  14%|█▍        | 2239/16050 [26:45<2:00:42,  1.91it/s]
Training 1/3 epoch (loss 0.0013):  14%|█▍        | 2239/16050 [26:46<2:00:42,  1.91it/s]
Training 1/3 epoch (loss 0.0013):  14%|█▍        | 2240/16050 [26:46<1:53:43,  2.02it/s]
Training 1/3 epoch (loss 0.0113):  14%|█▍        | 2240/16050 [26:46<1:53:43,  2.02it/s]
Training 1/3 epoch (loss 0.0113):  14%|█▍        | 2241/16050 [26:46<1:57:20,  1.96it/s]
Training 1/3 epoch (loss 0.2575):  14%|█▍        | 2241/16050 [26:47<1:57:20,  1.96it/s]
Training 1/3 epoch (loss 0.2575):  14%|█▍        | 2242/16050 [26:47<1:58:00,  1.95it/s]
Training 1/3 epoch (loss 0.0088):  14%|█▍        | 2242/16050 [26:47<1:58:00,  1.95it/s]
Training 1/3 epoch (loss 0.0088):  14%|█▍        | 2243/16050 [26:47<2:07:21,  1.81it/s]
Training 1/3 epoch (loss 0.0023):  14%|█▍        | 2243/16050 [26:48<2:07:21,  1.81it/s]
Training 1/3 epoch (loss 0.0023):  14%|█▍        | 2244/16050 [26:48<1:57:59,  1.95it/s]
Training 1/3 epoch (loss 0.0363):  14%|█▍        | 2244/16050 [26:48<1:57:59,  1.95it/s]
Training 1/3 epoch (loss 0.0363):  14%|█▍        | 2245/16050 [26:48<1:51:20,  2.07it/s]
Training 1/3 epoch (loss 0.3925):  14%|█▍        | 2245/16050 [26:49<1:51:20,  2.07it/s]
Training 1/3 epoch (loss 0.3925):  14%|█▍        | 2246/16050 [26:49<1:50:55,  2.07it/s]
Training 1/3 epoch (loss 0.0123):  14%|█▍        | 2246/16050 [26:49<1:50:55,  2.07it/s]
Training 1/3 epoch (loss 0.0123):  14%|█▍        | 2247/16050 [26:49<1:51:45,  2.06it/s]
Training 1/3 epoch (loss 0.0100):  14%|█▍        | 2247/16050 [26:50<1:51:45,  2.06it/s]
Training 1/3 epoch (loss 0.0100):  14%|█▍        | 2248/16050 [26:50<2:19:05,  1.65it/s]
Training 1/3 epoch (loss 0.1423):  14%|█▍        | 2248/16050 [26:51<2:19:05,  1.65it/s]
Training 1/3 epoch (loss 0.1423):  14%|█▍        | 2249/16050 [26:51<2:21:38,  1.62it/s]
Training 1/3 epoch (loss 0.0253):  14%|█▍        | 2249/16050 [26:51<2:21:38,  1.62it/s]
Training 1/3 epoch (loss 0.0253):  14%|█▍        | 2250/16050 [26:51<2:16:46,  1.68it/s]
Training 1/3 epoch (loss 0.7216):  14%|█▍        | 2250/16050 [26:52<2:16:46,  1.68it/s]
Training 1/3 epoch (loss 0.7216):  14%|█▍        | 2251/16050 [26:52<2:16:14,  1.69it/s]
Training 1/3 epoch (loss 0.6801):  14%|█▍        | 2251/16050 [26:52<2:16:14,  1.69it/s]
Training 1/3 epoch (loss 0.6801):  14%|█▍        | 2252/16050 [26:52<2:11:51,  1.74it/s]
Training 1/3 epoch (loss 0.1353):  14%|█▍        | 2252/16050 [26:53<2:11:51,  1.74it/s]
Training 1/3 epoch (loss 0.1353):  14%|█▍        | 2253/16050 [26:53<2:13:42,  1.72it/s]
Training 1/3 epoch (loss 0.0478):  14%|█▍        | 2253/16050 [26:54<2:13:42,  1.72it/s]
Training 1/3 epoch (loss 0.0478):  14%|█▍        | 2254/16050 [26:54<2:13:42,  1.72it/s]
Training 1/3 epoch (loss 0.4488):  14%|█▍        | 2254/16050 [26:54<2:13:42,  1.72it/s]
Training 1/3 epoch (loss 0.4488):  14%|█▍        | 2255/16050 [26:54<2:05:41,  1.83it/s]
Training 1/3 epoch (loss 0.3754):  14%|█▍        | 2255/16050 [26:55<2:05:41,  1.83it/s]
Training 1/3 epoch (loss 0.3754):  14%|█▍        | 2256/16050 [26:55<2:10:32,  1.76it/s]
Training 1/3 epoch (loss 0.0184):  14%|█▍        | 2256/16050 [26:55<2:10:32,  1.76it/s]
Training 1/3 epoch (loss 0.0184):  14%|█▍        | 2257/16050 [26:55<2:16:22,  1.69it/s]
Training 1/3 epoch (loss 0.7102):  14%|█▍        | 2257/16050 [26:56<2:16:22,  1.69it/s]
Training 1/3 epoch (loss 0.7102):  14%|█▍        | 2258/16050 [26:56<2:13:23,  1.72it/s]
Training 1/3 epoch (loss 0.4525):  14%|█▍        | 2258/16050 [26:56<2:13:23,  1.72it/s]
Training 1/3 epoch (loss 0.4525):  14%|█▍        | 2259/16050 [26:56<1:59:51,  1.92it/s]
Training 1/3 epoch (loss 0.0700):  14%|█▍        | 2259/16050 [26:57<1:59:51,  1.92it/s]
Training 1/3 epoch (loss 0.0700):  14%|█▍        | 2260/16050 [26:57<2:00:42,  1.90it/s]
Training 1/3 epoch (loss 0.1006):  14%|█▍        | 2260/16050 [26:58<2:00:42,  1.90it/s]
Training 1/3 epoch (loss 0.1006):  14%|█▍        | 2261/16050 [26:58<2:23:40,  1.60it/s]
Training 1/3 epoch (loss 0.0022):  14%|█▍        | 2261/16050 [26:58<2:23:40,  1.60it/s]
Training 1/3 epoch (loss 0.0022):  14%|█▍        | 2262/16050 [26:58<2:37:15,  1.46it/s]
Training 1/3 epoch (loss 0.0058):  14%|█▍        | 2262/16050 [26:59<2:37:15,  1.46it/s]
Training 1/3 epoch (loss 0.0058):  14%|█▍        | 2263/16050 [26:59<2:23:52,  1.60it/s]
Training 1/3 epoch (loss 0.2154):  14%|█▍        | 2263/16050 [27:00<2:23:52,  1.60it/s]
Training 1/3 epoch (loss 0.2154):  14%|█▍        | 2264/16050 [27:00<2:35:52,  1.47it/s]
Training 1/3 epoch (loss 0.7859):  14%|█▍        | 2264/16050 [27:00<2:35:52,  1.47it/s]
Training 1/3 epoch (loss 0.7859):  14%|█▍        | 2265/16050 [27:00<2:22:41,  1.61it/s]
Training 1/3 epoch (loss 0.2295):  14%|█▍        | 2265/16050 [27:01<2:22:41,  1.61it/s]
Training 1/3 epoch (loss 0.2295):  14%|█▍        | 2266/16050 [27:01<2:23:34,  1.60it/s]
Training 1/3 epoch (loss 0.3209):  14%|█▍        | 2266/16050 [27:03<2:23:34,  1.60it/s]
Training 1/3 epoch (loss 0.3209):  14%|█▍        | 2267/16050 [27:03<4:22:00,  1.14s/it]
Training 1/3 epoch (loss 0.0618):  14%|█▍        | 2267/16050 [27:04<4:22:00,  1.14s/it]
Training 1/3 epoch (loss 0.0618):  14%|█▍        | 2268/16050 [27:04<3:26:45,  1.11it/s]
Training 1/3 epoch (loss 0.5407):  14%|█▍        | 2268/16050 [27:04<3:26:45,  1.11it/s]
Training 1/3 epoch (loss 0.5407):  14%|█▍        | 2269/16050 [27:04<3:09:10,  1.21it/s]
Training 1/3 epoch (loss 0.2767):  14%|█▍        | 2269/16050 [27:05<3:09:10,  1.21it/s]
Training 1/3 epoch (loss 0.2767):  14%|█▍        | 2270/16050 [27:05<2:44:02,  1.40it/s]
Training 1/3 epoch (loss 0.0077):  14%|█▍        | 2270/16050 [27:05<2:44:02,  1.40it/s]
Training 1/3 epoch (loss 0.0077):  14%|█▍        | 2271/16050 [27:05<2:30:55,  1.52it/s]
Training 1/3 epoch (loss 0.2378):  14%|█▍        | 2271/16050 [27:06<2:30:55,  1.52it/s]
Training 1/3 epoch (loss 0.2378):  14%|█▍        | 2272/16050 [27:06<2:18:07,  1.66it/s]
Training 1/3 epoch (loss 0.0125):  14%|█▍        | 2272/16050 [27:06<2:18:07,  1.66it/s]
Training 1/3 epoch (loss 0.0125):  14%|█▍        | 2273/16050 [27:06<2:05:18,  1.83it/s]
Training 1/3 epoch (loss 0.0286):  14%|█▍        | 2273/16050 [27:07<2:05:18,  1.83it/s]
Training 1/3 epoch (loss 0.0286):  14%|█▍        | 2274/16050 [27:07<2:07:21,  1.80it/s]
Training 1/3 epoch (loss 0.0266):  14%|█▍        | 2274/16050 [27:07<2:07:21,  1.80it/s]
Training 1/3 epoch (loss 0.0266):  14%|█▍        | 2275/16050 [27:07<2:11:08,  1.75it/s]
Training 1/3 epoch (loss 0.6601):  14%|█▍        | 2275/16050 [27:10<2:11:08,  1.75it/s]
Training 1/3 epoch (loss 0.6601):  14%|█▍        | 2276/16050 [27:10<4:13:31,  1.10s/it]
Training 1/3 epoch (loss 0.3719):  14%|█▍        | 2276/16050 [27:10<4:13:31,  1.10s/it]
Training 1/3 epoch (loss 0.3719):  14%|█▍        | 2277/16050 [27:10<3:30:28,  1.09it/s]
Training 1/3 epoch (loss 0.0355):  14%|█▍        | 2277/16050 [27:11<3:30:28,  1.09it/s]
Training 1/3 epoch (loss 0.0355):  14%|█▍        | 2278/16050 [27:11<3:24:45,  1.12it/s]
Training 1/3 epoch (loss 0.1261):  14%|█▍        | 2278/16050 [27:12<3:24:45,  1.12it/s]
Training 1/3 epoch (loss 0.1261):  14%|█▍        | 2279/16050 [27:12<3:06:33,  1.23it/s]
Training 1/3 epoch (loss 0.0151):  14%|█▍        | 2279/16050 [27:12<3:06:33,  1.23it/s]
Training 1/3 epoch (loss 0.0151):  14%|█▍        | 2280/16050 [27:12<2:46:47,  1.38it/s]
Training 1/3 epoch (loss 0.0019):  14%|█▍        | 2280/16050 [27:12<2:46:47,  1.38it/s]
Training 1/3 epoch (loss 0.0019):  14%|█▍        | 2281/16050 [27:12<2:21:32,  1.62it/s]
Training 1/3 epoch (loss 0.7336):  14%|█▍        | 2281/16050 [27:13<2:21:32,  1.62it/s]
Training 1/3 epoch (loss 0.7336):  14%|█▍        | 2282/16050 [27:13<2:06:35,  1.81it/s]
Training 1/3 epoch (loss 0.0077):  14%|█▍        | 2282/16050 [27:13<2:06:35,  1.81it/s]
Training 1/3 epoch (loss 0.0077):  14%|█▍        | 2283/16050 [27:13<2:09:36,  1.77it/s]
Training 1/3 epoch (loss 0.0141):  14%|█▍        | 2283/16050 [27:14<2:09:36,  1.77it/s]
Training 1/3 epoch (loss 0.0141):  14%|█▍        | 2284/16050 [27:14<2:01:56,  1.88it/s]
Training 1/3 epoch (loss 0.0071):  14%|█▍        | 2284/16050 [27:14<2:01:56,  1.88it/s]
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Training 1/3 epoch (loss 0.0269):  14%|█▍        | 2286/16050 [27:16<2:21:20,  1.62it/s]
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Training 1/3 epoch (loss 0.0332):  14%|█▍        | 2287/16050 [27:16<2:07:20,  1.80it/s]
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Training 1/3 epoch (loss 0.3571):  14%|█▍        | 2288/16050 [27:16<1:58:57,  1.93it/s]
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Training 1/3 epoch (loss 0.0032):  14%|█▍        | 2289/16050 [27:17<1:51:02,  2.07it/s]
Training 1/3 epoch (loss 0.0032):  14%|█▍        | 2290/16050 [27:17<1:53:19,  2.02it/s]
Training 1/3 epoch (loss 0.4546):  14%|█▍        | 2290/16050 [27:18<1:53:19,  2.02it/s]
Training 1/3 epoch (loss 0.4546):  14%|█▍        | 2291/16050 [27:18<2:15:04,  1.70it/s]
Training 1/3 epoch (loss 0.3831):  14%|█▍        | 2291/16050 [27:18<2:15:04,  1.70it/s]
Training 1/3 epoch (loss 0.3831):  14%|█▍        | 2292/16050 [27:18<2:06:17,  1.82it/s]
Training 1/3 epoch (loss 0.1207):  14%|█▍        | 2292/16050 [27:19<2:06:17,  1.82it/s]
Training 1/3 epoch (loss 0.1207):  14%|█▍        | 2293/16050 [27:19<2:11:12,  1.75it/s]
Training 1/3 epoch (loss 0.1048):  14%|█▍        | 2293/16050 [27:20<2:11:12,  1.75it/s]
Training 1/3 epoch (loss 0.1048):  14%|█▍        | 2294/16050 [27:20<2:19:40,  1.64it/s]
Training 1/3 epoch (loss 0.4954):  14%|█▍        | 2294/16050 [27:20<2:19:40,  1.64it/s]
Training 1/3 epoch (loss 0.4954):  14%|█▍        | 2295/16050 [27:20<2:02:38,  1.87it/s]
Training 1/3 epoch (loss 0.1797):  14%|█▍        | 2295/16050 [27:20<2:02:38,  1.87it/s]
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Training 1/3 epoch (loss 0.7713):  14%|█▍        | 2296/16050 [27:21<1:49:10,  2.10it/s]
Training 1/3 epoch (loss 0.7713):  14%|█▍        | 2297/16050 [27:21<1:44:42,  2.19it/s]
Training 1/3 epoch (loss 0.0058):  14%|█▍        | 2297/16050 [27:21<1:44:42,  2.19it/s]
Training 1/3 epoch (loss 0.0058):  14%|█▍        | 2298/16050 [27:21<1:49:28,  2.09it/s]
Training 1/3 epoch (loss 0.1288):  14%|█▍        | 2298/16050 [27:22<1:49:28,  2.09it/s]
Training 1/3 epoch (loss 0.1288):  14%|█▍        | 2299/16050 [27:22<2:05:20,  1.83it/s]
Training 1/3 epoch (loss 0.0213):  14%|█▍        | 2299/16050 [27:23<2:05:20,  1.83it/s]
Training 1/3 epoch (loss 0.0213):  14%|█▍        | 2300/16050 [27:23<2:10:01,  1.76it/s]
Training 1/3 epoch (loss 0.1268):  14%|█▍        | 2300/16050 [27:23<2:10:01,  1.76it/s]
Training 1/3 epoch (loss 0.1268):  14%|█▍        | 2301/16050 [27:23<2:21:13,  1.62it/s]
Training 1/3 epoch (loss 0.1119):  14%|█▍        | 2301/16050 [27:24<2:21:13,  1.62it/s]
Training 1/3 epoch (loss 0.1119):  14%|█▍        | 2302/16050 [27:24<2:24:51,  1.58it/s]
Training 1/3 epoch (loss 0.4025):  14%|█▍        | 2302/16050 [27:25<2:24:51,  1.58it/s]
Training 1/3 epoch (loss 0.4025):  14%|█▍        | 2303/16050 [27:25<2:36:03,  1.47it/s]
Training 1/3 epoch (loss 0.0249):  14%|█▍        | 2303/16050 [27:25<2:36:03,  1.47it/s]
Training 1/3 epoch (loss 0.0249):  14%|█▍        | 2304/16050 [27:25<2:14:40,  1.70it/s]
Training 1/3 epoch (loss 0.1168):  14%|█▍        | 2304/16050 [27:26<2:14:40,  1.70it/s]
Training 1/3 epoch (loss 0.1168):  14%|█▍        | 2305/16050 [27:26<2:34:30,  1.48it/s]
Training 1/3 epoch (loss 0.0259):  14%|█▍        | 2305/16050 [27:26<2:34:30,  1.48it/s]
Training 1/3 epoch (loss 0.0259):  14%|█▍        | 2306/16050 [27:26<2:24:00,  1.59it/s]
Training 1/3 epoch (loss 0.0127):  14%|█▍        | 2306/16050 [27:27<2:24:00,  1.59it/s]
Training 1/3 epoch (loss 0.0127):  14%|█▍        | 2307/16050 [27:27<2:13:41,  1.71it/s]
Training 1/3 epoch (loss 0.3272):  14%|█▍        | 2307/16050 [27:28<2:13:41,  1.71it/s]
Training 1/3 epoch (loss 0.3272):  14%|█▍        | 2308/16050 [27:28<2:17:09,  1.67it/s]
Training 1/3 epoch (loss 0.0160):  14%|█▍        | 2308/16050 [27:28<2:17:09,  1.67it/s]
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Training 1/3 epoch (loss 0.0395):  14%|█▍        | 2309/16050 [27:29<2:13:45,  1.71it/s]
Training 1/3 epoch (loss 0.0395):  14%|█▍        | 2310/16050 [27:29<2:09:46,  1.76it/s]
Training 1/3 epoch (loss 0.0138):  14%|█▍        | 2310/16050 [27:29<2:09:46,  1.76it/s]
Training 1/3 epoch (loss 0.0138):  14%|█▍        | 2311/16050 [27:29<1:57:06,  1.96it/s]
Training 1/3 epoch (loss 0.2429):  14%|█▍        | 2311/16050 [27:30<1:57:06,  1.96it/s]
Training 1/3 epoch (loss 0.2429):  14%|█▍        | 2312/16050 [27:30<2:14:38,  1.70it/s]
Training 1/3 epoch (loss 0.2492):  14%|█▍        | 2312/16050 [27:31<2:14:38,  1.70it/s]
Training 1/3 epoch (loss 0.2492):  14%|█▍        | 2313/16050 [27:31<2:29:32,  1.53it/s]
Training 1/3 epoch (loss 0.0728):  14%|█▍        | 2313/16050 [27:31<2:29:32,  1.53it/s]
Training 1/3 epoch (loss 0.0728):  14%|█▍        | 2314/16050 [27:31<2:13:15,  1.72it/s]
Training 1/3 epoch (loss 0.0039):  14%|█▍        | 2314/16050 [27:31<2:13:15,  1.72it/s]
Training 1/3 epoch (loss 0.0039):  14%|█▍        | 2315/16050 [27:31<2:00:50,  1.89it/s]
Training 1/3 epoch (loss 0.6918):  14%|█▍        | 2315/16050 [27:32<2:00:50,  1.89it/s]
Training 1/3 epoch (loss 0.6918):  14%|█▍        | 2316/16050 [27:32<2:08:09,  1.79it/s]
Training 1/3 epoch (loss 0.2363):  14%|█▍        | 2316/16050 [27:34<2:08:09,  1.79it/s]
Training 1/3 epoch (loss 0.2363):  14%|█▍        | 2317/16050 [27:34<4:10:46,  1.10s/it]
Training 1/3 epoch (loss 0.0078):  14%|█▍        | 2317/16050 [27:35<4:10:46,  1.10s/it]
Training 1/3 epoch (loss 0.0078):  14%|█▍        | 2318/16050 [27:35<3:23:14,  1.13it/s]
Training 1/3 epoch (loss 0.1526):  14%|█▍        | 2318/16050 [27:35<3:23:14,  1.13it/s]
Training 1/3 epoch (loss 0.1526):  14%|█▍        | 2319/16050 [27:35<3:08:45,  1.21it/s]
Training 1/3 epoch (loss 0.0054):  14%|█▍        | 2319/16050 [27:36<3:08:45,  1.21it/s]
Training 1/3 epoch (loss 0.0054):  14%|█▍        | 2320/16050 [27:36<2:48:17,  1.36it/s]
Training 1/3 epoch (loss 0.5199):  14%|█▍        | 2320/16050 [27:37<2:48:17,  1.36it/s]
Training 1/3 epoch (loss 0.5199):  14%|█▍        | 2321/16050 [27:37<2:37:43,  1.45it/s]
Training 1/3 epoch (loss 0.4153):  14%|█▍        | 2321/16050 [27:39<2:37:43,  1.45it/s]
Training 1/3 epoch (loss 0.4153):  14%|█▍        | 2322/16050 [27:39<4:31:54,  1.19s/it]
Training 1/3 epoch (loss 0.0007):  14%|█▍        | 2322/16050 [27:39<4:31:54,  1.19s/it]
Training 1/3 epoch (loss 0.0007):  14%|█▍        | 2323/16050 [27:39<3:35:08,  1.06it/s]
Training 1/3 epoch (loss 0.0174):  14%|█▍        | 2323/16050 [27:40<3:35:08,  1.06it/s]
Training 1/3 epoch (loss 0.0174):  14%|█▍        | 2324/16050 [27:40<3:07:45,  1.22it/s]
Training 1/3 epoch (loss 1.0828):  14%|█▍        | 2324/16050 [27:40<3:07:45,  1.22it/s]
Training 1/3 epoch (loss 1.0828):  14%|█▍        | 2325/16050 [27:40<2:42:28,  1.41it/s]
Training 1/3 epoch (loss 0.4584):  14%|█▍        | 2325/16050 [27:41<2:42:28,  1.41it/s]
Training 1/3 epoch (loss 0.4584):  14%|█▍        | 2326/16050 [27:41<2:20:43,  1.63it/s]
Training 1/3 epoch (loss 0.3887):  14%|█▍        | 2326/16050 [27:41<2:20:43,  1.63it/s]
Training 1/3 epoch (loss 0.3887):  14%|█▍        | 2327/16050 [27:41<2:14:42,  1.70it/s]
Training 1/3 epoch (loss 0.6360):  14%|█▍        | 2327/16050 [27:42<2:14:42,  1.70it/s]
Training 1/3 epoch (loss 0.6360):  15%|█▍        | 2328/16050 [27:42<1:54:29,  2.00it/s]
Training 1/3 epoch (loss 0.0289):  15%|█▍        | 2328/16050 [27:42<1:54:29,  2.00it/s]
Training 1/3 epoch (loss 0.0289):  15%|█▍        | 2329/16050 [27:42<2:05:56,  1.82it/s]
Training 1/3 epoch (loss 0.5895):  15%|█▍        | 2329/16050 [27:43<2:05:56,  1.82it/s]
Training 1/3 epoch (loss 0.5895):  15%|█▍        | 2330/16050 [27:43<2:10:16,  1.76it/s]
Training 1/3 epoch (loss 0.0302):  15%|█▍        | 2330/16050 [27:43<2:10:16,  1.76it/s]
Training 1/3 epoch (loss 0.0302):  15%|█▍        | 2331/16050 [27:43<2:04:16,  1.84it/s]
Training 1/3 epoch (loss 0.0959):  15%|█▍        | 2331/16050 [27:44<2:04:16,  1.84it/s]
Training 1/3 epoch (loss 0.0959):  15%|█▍        | 2332/16050 [27:44<2:13:31,  1.71it/s]
Training 1/3 epoch (loss 0.5872):  15%|█▍        | 2332/16050 [27:45<2:13:31,  1.71it/s]
Training 1/3 epoch (loss 0.5872):  15%|█▍        | 2333/16050 [27:45<2:15:27,  1.69it/s]
Training 1/3 epoch (loss 0.0047):  15%|█▍        | 2333/16050 [27:45<2:15:27,  1.69it/s]
Training 1/3 epoch (loss 0.0047):  15%|█▍        | 2334/16050 [27:45<2:12:29,  1.73it/s]
Training 1/3 epoch (loss 0.2279):  15%|█▍        | 2334/16050 [27:46<2:12:29,  1.73it/s]
Training 1/3 epoch (loss 0.2279):  15%|█▍        | 2335/16050 [27:46<2:05:43,  1.82it/s]
Training 1/3 epoch (loss 0.0043):  15%|█▍        | 2335/16050 [27:46<2:05:43,  1.82it/s]
Training 1/3 epoch (loss 0.0043):  15%|█▍        | 2336/16050 [27:46<1:54:51,  1.99it/s]
Training 1/3 epoch (loss 0.1733):  15%|█▍        | 2336/16050 [27:47<1:54:51,  1.99it/s]
Training 1/3 epoch (loss 0.1733):  15%|█▍        | 2337/16050 [27:47<2:01:48,  1.88it/s]
Training 1/3 epoch (loss 0.0134):  15%|█▍        | 2337/16050 [27:47<2:01:48,  1.88it/s]
Training 1/3 epoch (loss 0.0134):  15%|█▍        | 2338/16050 [27:47<1:57:13,  1.95it/s]
Training 1/3 epoch (loss 0.0089):  15%|█▍        | 2338/16050 [27:48<1:57:13,  1.95it/s]
Training 1/3 epoch (loss 0.0089):  15%|█▍        | 2339/16050 [27:48<2:07:31,  1.79it/s]
Training 1/3 epoch (loss 0.1964):  15%|█▍        | 2339/16050 [27:48<2:07:31,  1.79it/s]
Training 1/3 epoch (loss 0.1964):  15%|█▍        | 2340/16050 [27:48<2:12:04,  1.73it/s]
Training 1/3 epoch (loss 0.0358):  15%|█▍        | 2340/16050 [27:49<2:12:04,  1.73it/s]
Training 1/3 epoch (loss 0.0358):  15%|█▍        | 2341/16050 [27:49<2:19:29,  1.64it/s]
Training 1/3 epoch (loss 0.4698):  15%|█▍        | 2341/16050 [27:50<2:19:29,  1.64it/s]
Training 1/3 epoch (loss 0.4698):  15%|█▍        | 2342/16050 [27:50<2:10:28,  1.75it/s]
Training 1/3 epoch (loss 0.3182):  15%|█▍        | 2342/16050 [27:50<2:10:28,  1.75it/s]
Training 1/3 epoch (loss 0.3182):  15%|█▍        | 2343/16050 [27:50<1:58:21,  1.93it/s]
Training 1/3 epoch (loss 0.0154):  15%|█▍        | 2343/16050 [27:51<1:58:21,  1.93it/s]
Training 1/3 epoch (loss 0.0154):  15%|█▍        | 2344/16050 [27:51<2:04:47,  1.83it/s]
Training 1/3 epoch (loss 0.0099):  15%|█▍        | 2344/16050 [27:51<2:04:47,  1.83it/s]
Training 1/3 epoch (loss 0.0099):  15%|█▍        | 2345/16050 [27:51<2:10:30,  1.75it/s]
Training 1/3 epoch (loss 0.0010):  15%|█▍        | 2345/16050 [27:52<2:10:30,  1.75it/s]
Training 1/3 epoch (loss 0.0010):  15%|█▍        | 2346/16050 [27:52<2:04:45,  1.83it/s]
Training 1/3 epoch (loss 0.0734):  15%|█▍        | 2346/16050 [27:52<2:04:45,  1.83it/s]
Training 1/3 epoch (loss 0.0734):  15%|█▍        | 2347/16050 [27:52<2:03:51,  1.84it/s]
Training 1/3 epoch (loss 0.0064):  15%|█▍        | 2347/16050 [27:53<2:03:51,  1.84it/s]
Training 1/3 epoch (loss 0.0064):  15%|█▍        | 2348/16050 [27:53<2:30:36,  1.52it/s]
Training 1/3 epoch (loss 0.0171):  15%|█▍        | 2348/16050 [27:54<2:30:36,  1.52it/s]
Training 1/3 epoch (loss 0.0171):  15%|█▍        | 2349/16050 [27:54<2:12:44,  1.72it/s]
Training 1/3 epoch (loss 0.0451):  15%|█▍        | 2349/16050 [27:54<2:12:44,  1.72it/s]
Training 1/3 epoch (loss 0.0451):  15%|█▍        | 2350/16050 [27:54<2:08:42,  1.77it/s]
Training 1/3 epoch (loss 0.0880):  15%|█▍        | 2350/16050 [27:55<2:08:42,  1.77it/s]
Training 1/3 epoch (loss 0.0880):  15%|█▍        | 2351/16050 [27:55<2:03:22,  1.85it/s]
Training 1/3 epoch (loss 0.3517):  15%|█▍        | 2351/16050 [27:55<2:03:22,  1.85it/s]
Training 1/3 epoch (loss 0.3517):  15%|█▍        | 2352/16050 [27:55<1:50:49,  2.06it/s]
Training 1/3 epoch (loss 0.4468):  15%|█▍        | 2352/16050 [27:55<1:50:49,  2.06it/s]
Training 1/3 epoch (loss 0.4468):  15%|█▍        | 2353/16050 [27:55<1:49:38,  2.08it/s]
Training 1/3 epoch (loss 0.9897):  15%|█▍        | 2353/16050 [27:56<1:49:38,  2.08it/s]
Training 1/3 epoch (loss 0.9897):  15%|█▍        | 2354/16050 [27:56<1:41:16,  2.25it/s]
Training 1/3 epoch (loss 0.5118):  15%|█▍        | 2354/16050 [27:56<1:41:16,  2.25it/s]
Training 1/3 epoch (loss 0.5118):  15%|█▍        | 2355/16050 [27:56<1:34:51,  2.41it/s]
Training 1/3 epoch (loss 0.3991):  15%|█▍        | 2355/16050 [27:56<1:34:51,  2.41it/s]
Training 1/3 epoch (loss 0.3991):  15%|█▍        | 2356/16050 [27:56<1:33:43,  2.43it/s]
Training 1/3 epoch (loss 0.3578):  15%|█▍        | 2356/16050 [27:57<1:33:43,  2.43it/s]
Training 1/3 epoch (loss 0.3578):  15%|█▍        | 2357/16050 [27:57<1:32:40,  2.46it/s]
Training 1/3 epoch (loss 0.0200):  15%|█▍        | 2357/16050 [27:58<1:32:40,  2.46it/s]
Training 1/3 epoch (loss 0.0200):  15%|█▍        | 2358/16050 [27:58<1:54:22,  2.00it/s]
Training 1/3 epoch (loss 0.0046):  15%|█▍        | 2358/16050 [27:58<1:54:22,  2.00it/s]
Training 1/3 epoch (loss 0.0046):  15%|█▍        | 2359/16050 [27:58<1:56:49,  1.95it/s]
Training 1/3 epoch (loss 0.0257):  15%|█▍        | 2359/16050 [27:59<1:56:49,  1.95it/s]
Training 1/3 epoch (loss 0.0257):  15%|█▍        | 2360/16050 [27:59<1:58:24,  1.93it/s]
Training 1/3 epoch (loss 0.0084):  15%|█▍        | 2360/16050 [27:59<1:58:24,  1.93it/s]
Training 1/3 epoch (loss 0.0084):  15%|█▍        | 2361/16050 [27:59<2:18:36,  1.65it/s]
Training 1/3 epoch (loss 0.0281):  15%|█▍        | 2361/16050 [28:00<2:18:36,  1.65it/s]
Training 1/3 epoch (loss 0.0281):  15%|█▍        | 2362/16050 [28:00<2:27:52,  1.54it/s]
Training 1/3 epoch (loss 0.4661):  15%|█▍        | 2362/16050 [28:01<2:27:52,  1.54it/s]
Training 1/3 epoch (loss 0.4661):  15%|█▍        | 2363/16050 [28:01<2:14:58,  1.69it/s]
Training 1/3 epoch (loss 0.2800):  15%|█▍        | 2363/16050 [28:01<2:14:58,  1.69it/s]
Training 1/3 epoch (loss 0.2800):  15%|█▍        | 2364/16050 [28:01<2:12:33,  1.72it/s]
Training 1/3 epoch (loss 0.2063):  15%|█▍        | 2364/16050 [28:02<2:12:33,  1.72it/s]
Training 1/3 epoch (loss 0.2063):  15%|█▍        | 2365/16050 [28:02<2:18:36,  1.65it/s]
Training 1/3 epoch (loss 0.5178):  15%|█▍        | 2365/16050 [28:03<2:18:36,  1.65it/s]
Training 1/3 epoch (loss 0.5178):  15%|█▍        | 2366/16050 [28:03<2:19:52,  1.63it/s]
Training 1/3 epoch (loss 0.4949):  15%|█▍        | 2366/16050 [28:03<2:19:52,  1.63it/s]
Training 1/3 epoch (loss 0.4949):  15%|█▍        | 2367/16050 [28:03<2:20:20,  1.63it/s]
Training 1/3 epoch (loss 0.4166):  15%|█▍        | 2367/16050 [28:04<2:20:20,  1.63it/s]
Training 1/3 epoch (loss 0.4166):  15%|█▍        | 2368/16050 [28:04<2:10:13,  1.75it/s]
Training 1/3 epoch (loss 0.0401):  15%|█▍        | 2368/16050 [28:04<2:10:13,  1.75it/s]
Training 1/3 epoch (loss 0.0401):  15%|█▍        | 2369/16050 [28:04<2:27:20,  1.55it/s]
Training 1/3 epoch (loss 0.6068):  15%|█▍        | 2369/16050 [28:05<2:27:20,  1.55it/s]
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Training 1/3 epoch (loss 0.3489):  15%|█▍        | 2370/16050 [28:05<2:09:40,  1.76it/s]
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Training 1/3 epoch (loss 0.3769):  15%|█▍        | 2380/16050 [28:10<1:59:02,  1.91it/s]
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Training 1/3 epoch (loss 0.0232):  15%|█▍        | 2383/16050 [28:12<1:52:47,  2.02it/s]
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Training 1/3 epoch (loss 0.2917):  15%|█▍        | 2385/16050 [28:13<1:48:42,  2.10it/s]
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Training 1/3 epoch (loss 0.6261):  15%|█▍        | 2386/16050 [28:13<1:48:25,  2.10it/s]
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Training 1/3 epoch (loss 0.1195):  15%|█▍        | 2388/16050 [28:14<1:46:39,  2.13it/s]
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Training 1/3 epoch (loss 0.3934):  15%|█▍        | 2389/16050 [28:15<1:56:01,  1.96it/s]
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Training 1/3 epoch (loss 0.5711):  15%|█▍        | 2390/16050 [28:15<2:03:38,  1.84it/s]
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Training 1/3 epoch (loss 0.0103):  15%|█▍        | 2391/16050 [28:16<2:03:37,  1.84it/s]
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Training 1/3 epoch (loss 0.2913):  15%|█▍        | 2392/16050 [28:18<2:03:18,  1.85it/s]
Training 1/3 epoch (loss 0.2913):  15%|█▍        | 2393/16050 [28:18<4:07:34,  1.09s/it]
Training 1/3 epoch (loss 0.0243):  15%|█▍        | 2393/16050 [28:19<4:07:34,  1.09s/it]
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Training 1/3 epoch (loss 0.0062):  15%|█▍        | 2396/16050 [28:21<3:05:57,  1.22it/s]
Training 1/3 epoch (loss 0.0062):  15%|█▍        | 2397/16050 [28:21<2:45:22,  1.38it/s]
Training 1/3 epoch (loss 0.0030):  15%|█▍        | 2397/16050 [28:21<2:45:22,  1.38it/s]
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Training 1/3 epoch (loss 0.1252):  15%|█▍        | 2400/16050 [28:22<2:15:17,  1.68it/s]
Training 1/3 epoch (loss 0.0487):  15%|█▍        | 2400/16050 [28:23<2:15:17,  1.68it/s]
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Training 1/3 epoch (loss 0.2225):  15%|█▍        | 2401/16050 [28:23<2:01:34,  1.87it/s]
Training 1/3 epoch (loss 0.2225):  15%|█▍        | 2402/16050 [28:23<1:51:36,  2.04it/s]
Training 1/3 epoch (loss 0.0307):  15%|█▍        | 2402/16050 [28:24<1:51:36,  2.04it/s]
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Training 1/3 epoch (loss 0.0006):  15%|█▍        | 2403/16050 [28:24<1:50:41,  2.05it/s]
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Training 1/3 epoch (loss 0.1084):  15%|█▍        | 2404/16050 [28:25<1:47:04,  2.12it/s]
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Training 1/3 epoch (loss 0.0403):  15%|█▍        | 2405/16050 [28:25<1:50:37,  2.06it/s]
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Training 1/3 epoch (loss 0.2645):  15%|█▍        | 2406/16050 [28:25<1:44:57,  2.17it/s]
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Training 1/3 epoch (loss 0.0573):  15%|█▍        | 2407/16050 [28:26<1:36:16,  2.36it/s]
Training 1/3 epoch (loss 0.0573):  15%|█▌        | 2408/16050 [28:26<1:47:47,  2.11it/s]
Training 1/3 epoch (loss 0.0215):  15%|█▌        | 2408/16050 [28:26<1:47:47,  2.11it/s]
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Training 1/3 epoch (loss 0.3251):  15%|█▌        | 2409/16050 [28:27<1:47:46,  2.11it/s]
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Training 1/3 epoch (loss 0.0053):  15%|█▌        | 2410/16050 [28:27<1:47:54,  2.11it/s]
Training 1/3 epoch (loss 0.0053):  15%|█▌        | 2411/16050 [28:27<1:44:43,  2.17it/s]
Training 1/3 epoch (loss 0.0985):  15%|█▌        | 2411/16050 [28:28<1:44:43,  2.17it/s]
Training 1/3 epoch (loss 0.0985):  15%|█▌        | 2412/16050 [28:28<1:59:09,  1.91it/s]
Training 1/3 epoch (loss 0.0737):  15%|█▌        | 2412/16050 [28:29<1:59:09,  1.91it/s]
Training 1/3 epoch (loss 0.0737):  15%|█▌        | 2413/16050 [28:29<2:05:25,  1.81it/s]
Training 1/3 epoch (loss 0.0284):  15%|█▌        | 2413/16050 [28:29<2:05:25,  1.81it/s]
Training 1/3 epoch (loss 0.0284):  15%|█▌        | 2414/16050 [28:29<2:15:36,  1.68it/s]
Training 1/3 epoch (loss 0.0558):  15%|█▌        | 2414/16050 [28:30<2:15:36,  1.68it/s]
Training 1/3 epoch (loss 0.0558):  15%|█▌        | 2415/16050 [28:30<2:17:54,  1.65it/s]
Training 1/3 epoch (loss 0.0318):  15%|█▌        | 2415/16050 [28:31<2:17:54,  1.65it/s]
Training 1/3 epoch (loss 0.0318):  15%|█▌        | 2416/16050 [28:31<2:12:07,  1.72it/s]
Training 1/3 epoch (loss 0.3201):  15%|█▌        | 2416/16050 [28:31<2:12:07,  1.72it/s]
Training 1/3 epoch (loss 0.3201):  15%|█▌        | 2417/16050 [28:31<1:56:27,  1.95it/s]
Training 1/3 epoch (loss 0.4003):  15%|█▌        | 2417/16050 [28:31<1:56:27,  1.95it/s]
Training 1/3 epoch (loss 0.4003):  15%|█▌        | 2418/16050 [28:31<1:56:35,  1.95it/s]
Training 1/3 epoch (loss 0.0079):  15%|█▌        | 2418/16050 [28:32<1:56:35,  1.95it/s]
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Training 1/3 epoch (loss 0.4760):  15%|█▌        | 2419/16050 [28:32<1:53:05,  2.01it/s]
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Training 1/3 epoch (loss 0.0554):  15%|█▌        | 2420/16050 [28:33<2:01:13,  1.87it/s]
Training 1/3 epoch (loss 0.0554):  15%|█▌        | 2421/16050 [28:33<1:56:20,  1.95it/s]
Training 1/3 epoch (loss 0.0597):  15%|█▌        | 2421/16050 [28:33<1:56:20,  1.95it/s]
Training 1/3 epoch (loss 0.0597):  15%|█▌        | 2422/16050 [28:33<1:56:45,  1.95it/s]
Training 1/3 epoch (loss 0.0108):  15%|█▌        | 2422/16050 [28:34<1:56:45,  1.95it/s]
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Training 1/3 epoch (loss 0.2499):  15%|█▌        | 2423/16050 [28:34<1:52:38,  2.02it/s]
Training 1/3 epoch (loss 0.2499):  15%|█▌        | 2424/16050 [28:34<1:42:12,  2.22it/s]
Training 1/3 epoch (loss 0.5860):  15%|█▌        | 2424/16050 [28:35<1:42:12,  2.22it/s]
Training 1/3 epoch (loss 0.5860):  15%|█▌        | 2425/16050 [28:35<1:42:52,  2.21it/s]
Training 1/3 epoch (loss 0.4886):  15%|█▌        | 2425/16050 [28:35<1:42:52,  2.21it/s]
Training 1/3 epoch (loss 0.4886):  15%|█▌        | 2426/16050 [28:35<1:48:11,  2.10it/s]
Training 1/3 epoch (loss 0.0008):  15%|█▌        | 2426/16050 [28:36<1:48:11,  2.10it/s]
Training 1/3 epoch (loss 0.0008):  15%|█▌        | 2427/16050 [28:36<1:44:09,  2.18it/s]
Training 1/3 epoch (loss 0.0016):  15%|█▌        | 2427/16050 [28:36<1:44:09,  2.18it/s]
Training 1/3 epoch (loss 0.0016):  15%|█▌        | 2428/16050 [28:36<1:55:41,  1.96it/s]
Training 1/3 epoch (loss 0.5537):  15%|█▌        | 2428/16050 [28:37<1:55:41,  1.96it/s]
Training 1/3 epoch (loss 0.5537):  15%|█▌        | 2429/16050 [28:37<1:56:56,  1.94it/s]
Training 1/3 epoch (loss 0.0383):  15%|█▌        | 2429/16050 [28:37<1:56:56,  1.94it/s]
Training 1/3 epoch (loss 0.0383):  15%|█▌        | 2430/16050 [28:37<2:04:51,  1.82it/s]
Training 1/3 epoch (loss 0.0847):  15%|█▌        | 2430/16050 [28:38<2:04:51,  1.82it/s]
Training 1/3 epoch (loss 0.0847):  15%|█▌        | 2431/16050 [28:38<2:08:54,  1.76it/s]
Training 1/3 epoch (loss 0.3861):  15%|█▌        | 2431/16050 [28:38<2:08:54,  1.76it/s]
Training 1/3 epoch (loss 0.3861):  15%|█▌        | 2432/16050 [28:38<1:54:09,  1.99it/s]
Training 1/3 epoch (loss 0.7153):  15%|█▌        | 2432/16050 [28:39<1:54:09,  1.99it/s]
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Training 1/3 epoch (loss 0.0068):  15%|█▌        | 2433/16050 [28:39<1:42:38,  2.21it/s]
Training 1/3 epoch (loss 0.0068):  15%|█▌        | 2434/16050 [28:39<1:48:13,  2.10it/s]
Training 1/3 epoch (loss 0.0291):  15%|█▌        | 2434/16050 [28:40<1:48:13,  2.10it/s]
Training 1/3 epoch (loss 0.0291):  15%|█▌        | 2435/16050 [28:40<2:03:40,  1.83it/s]
Training 1/3 epoch (loss 0.0634):  15%|█▌        | 2435/16050 [28:40<2:03:40,  1.83it/s]
Training 1/3 epoch (loss 0.0634):  15%|█▌        | 2436/16050 [28:40<1:58:02,  1.92it/s]
Training 1/3 epoch (loss 0.4624):  15%|█▌        | 2436/16050 [28:41<1:58:02,  1.92it/s]
Training 1/3 epoch (loss 0.4624):  15%|█▌        | 2437/16050 [28:41<1:45:46,  2.14it/s]
Training 1/3 epoch (loss 0.0959):  15%|█▌        | 2437/16050 [28:42<1:45:46,  2.14it/s]
Training 1/3 epoch (loss 0.0959):  15%|█▌        | 2438/16050 [28:42<2:12:46,  1.71it/s]
Training 1/3 epoch (loss 0.0215):  15%|█▌        | 2438/16050 [28:42<2:12:46,  1.71it/s]
Training 1/3 epoch (loss 0.0215):  15%|█▌        | 2439/16050 [28:42<2:15:16,  1.68it/s]
Training 1/3 epoch (loss 0.3721):  15%|█▌        | 2439/16050 [28:43<2:15:16,  1.68it/s]
Training 1/3 epoch (loss 0.3721):  15%|█▌        | 2440/16050 [28:43<2:30:18,  1.51it/s]
Training 1/3 epoch (loss 0.0071):  15%|█▌        | 2440/16050 [28:44<2:30:18,  1.51it/s]
Training 1/3 epoch (loss 0.0071):  15%|█▌        | 2441/16050 [28:44<2:16:50,  1.66it/s]
Training 1/3 epoch (loss 0.0054):  15%|█▌        | 2441/16050 [28:44<2:16:50,  1.66it/s]
Training 1/3 epoch (loss 0.0054):  15%|█▌        | 2442/16050 [28:44<2:27:26,  1.54it/s]
Training 1/3 epoch (loss 0.0093):  15%|█▌        | 2442/16050 [28:45<2:27:26,  1.54it/s]
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Training 1/3 epoch (loss 0.3472):  15%|█▌        | 2443/16050 [28:45<2:24:15,  1.57it/s]
Training 1/3 epoch (loss 0.3472):  15%|█▌        | 2444/16050 [28:45<2:06:44,  1.79it/s]
Training 1/3 epoch (loss 0.7958):  15%|█▌        | 2444/16050 [28:46<2:06:44,  1.79it/s]
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Training 1/3 epoch (loss 0.0369):  15%|█▌        | 2445/16050 [28:46<2:04:24,  1.82it/s]
Training 1/3 epoch (loss 0.0369):  15%|█▌        | 2446/16050 [28:46<2:07:07,  1.78it/s]
Training 1/3 epoch (loss 0.5881):  15%|█▌        | 2446/16050 [28:47<2:07:07,  1.78it/s]
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Training 1/3 epoch (loss 0.1867):  15%|█▌        | 2447/16050 [28:47<2:04:59,  1.81it/s]
Training 1/3 epoch (loss 0.1867):  15%|█▌        | 2448/16050 [28:47<1:59:58,  1.89it/s]
Training 1/3 epoch (loss 0.0837):  15%|█▌        | 2448/16050 [28:48<1:59:58,  1.89it/s]
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Training 1/3 epoch (loss 0.1122):  15%|█▌        | 2449/16050 [28:48<2:00:00,  1.89it/s]
Training 1/3 epoch (loss 0.1122):  15%|█▌        | 2450/16050 [28:48<1:53:48,  1.99it/s]
Training 1/3 epoch (loss 0.0189):  15%|█▌        | 2450/16050 [28:49<1:53:48,  1.99it/s]
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Training 1/3 epoch (loss 0.0810):  15%|█▌        | 2451/16050 [28:50<1:52:17,  2.02it/s]
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Training 1/3 epoch (loss 0.8899):  15%|█▌        | 2454/16050 [28:51<2:07:38,  1.78it/s]
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Training 1/3 epoch (loss 0.0611):  15%|█▌        | 2456/16050 [28:52<1:58:00,  1.92it/s]
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Training 1/3 epoch (loss 0.0408):  15%|█▌        | 2459/16050 [28:54<2:00:16,  1.88it/s]
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Training 1/3 epoch (loss 0.0883):  15%|█▌        | 2460/16050 [28:55<2:11:15,  1.73it/s]
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Training 1/3 epoch (loss 0.0040):  15%|█▌        | 2461/16050 [28:56<2:21:30,  1.60it/s]
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Training 1/3 epoch (loss 0.5029):  15%|█▌        | 2462/16050 [28:56<2:50:09,  1.33it/s]
Training 1/3 epoch (loss 0.5029):  15%|█▌        | 2463/16050 [28:56<2:31:57,  1.49it/s]
Training 1/3 epoch (loss 0.0043):  15%|█▌        | 2463/16050 [28:57<2:31:57,  1.49it/s]
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Training 1/3 epoch (loss 0.6847):  15%|█▌        | 2464/16050 [28:57<2:18:37,  1.63it/s]
Training 1/3 epoch (loss 0.6847):  15%|█▌        | 2465/16050 [28:57<2:19:00,  1.63it/s]
Training 1/3 epoch (loss 0.1744):  15%|█▌        | 2465/16050 [28:58<2:19:00,  1.63it/s]
Training 1/3 epoch (loss 0.1744):  15%|█▌        | 2466/16050 [28:58<2:14:22,  1.68it/s]
Training 1/3 epoch (loss 0.2166):  15%|█▌        | 2466/16050 [28:58<2:14:22,  1.68it/s]
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Training 1/3 epoch (loss 0.5846):  15%|█▌        | 2467/16050 [28:59<2:00:23,  1.88it/s]
Training 1/3 epoch (loss 0.5846):  15%|█▌        | 2468/16050 [28:59<2:06:31,  1.79it/s]
Training 1/3 epoch (loss 0.3586):  15%|█▌        | 2468/16050 [28:59<2:06:31,  1.79it/s]
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Training 1/3 epoch (loss 0.2997):  15%|█▌        | 2473/16050 [29:02<1:55:10,  1.96it/s]
Training 1/3 epoch (loss 0.2997):  15%|█▌        | 2474/16050 [29:02<1:45:28,  2.15it/s]
Training 1/3 epoch (loss 0.0336):  15%|█▌        | 2474/16050 [29:02<1:45:28,  2.15it/s]
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Training 1/3 epoch (loss 0.1272):  15%|█▌        | 2475/16050 [29:03<1:53:34,  1.99it/s]
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Training 1/3 epoch (loss 0.4517):  15%|█▌        | 2476/16050 [29:03<1:52:09,  2.02it/s]
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Training 1/3 epoch (loss 0.0014):  15%|█▌        | 2477/16050 [29:04<1:45:29,  2.14it/s]
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Training 1/3 epoch (loss 0.0788):  15%|█▌        | 2478/16050 [29:04<1:40:42,  2.25it/s]
Training 1/3 epoch (loss 0.0788):  15%|█▌        | 2479/16050 [29:04<1:44:40,  2.16it/s]
Training 1/3 epoch (loss 0.0220):  15%|█▌        | 2479/16050 [29:05<1:44:40,  2.16it/s]
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Training 1/3 epoch (loss 0.0004):  15%|█▌        | 2480/16050 [29:05<1:44:28,  2.16it/s]
Training 1/3 epoch (loss 0.0004):  15%|█▌        | 2481/16050 [29:05<1:39:52,  2.26it/s]
Training 1/3 epoch (loss 0.0007):  15%|█▌        | 2481/16050 [29:05<1:39:52,  2.26it/s]
Training 1/3 epoch (loss 0.0007):  15%|█▌        | 2482/16050 [29:05<1:38:13,  2.30it/s]
Training 1/3 epoch (loss 0.6563):  15%|█▌        | 2482/16050 [29:06<1:38:13,  2.30it/s]
Training 1/3 epoch (loss 0.6563):  15%|█▌        | 2483/16050 [29:06<1:36:02,  2.35it/s]
Training 1/3 epoch (loss 0.1442):  15%|█▌        | 2483/16050 [29:07<1:36:02,  2.35it/s]
Training 1/3 epoch (loss 0.1442):  15%|█▌        | 2484/16050 [29:07<2:02:35,  1.84it/s]
Training 1/3 epoch (loss 0.4859):  15%|█▌        | 2484/16050 [29:07<2:02:35,  1.84it/s]
Training 1/3 epoch (loss 0.4859):  15%|█▌        | 2485/16050 [29:07<2:02:21,  1.85it/s]
Training 1/3 epoch (loss 0.5977):  15%|█▌        | 2485/16050 [29:08<2:02:21,  1.85it/s]
Training 1/3 epoch (loss 0.5977):  15%|█▌        | 2486/16050 [29:08<2:01:38,  1.86it/s]
Training 1/3 epoch (loss 0.3656):  15%|█▌        | 2486/16050 [29:08<2:01:38,  1.86it/s]
Training 1/3 epoch (loss 0.3656):  15%|█▌        | 2487/16050 [29:08<1:59:56,  1.88it/s]
Training 1/3 epoch (loss 0.0138):  15%|█▌        | 2487/16050 [29:09<1:59:56,  1.88it/s]
Training 1/3 epoch (loss 0.0138):  16%|█▌        | 2488/16050 [29:09<1:58:29,  1.91it/s]
Training 1/3 epoch (loss 0.0072):  16%|█▌        | 2488/16050 [29:09<1:58:29,  1.91it/s]
Training 1/3 epoch (loss 0.0072):  16%|█▌        | 2489/16050 [29:09<1:59:34,  1.89it/s]
Training 1/3 epoch (loss 0.0568):  16%|█▌        | 2489/16050 [29:10<1:59:34,  1.89it/s]
Training 1/3 epoch (loss 0.0568):  16%|█▌        | 2490/16050 [29:10<2:23:51,  1.57it/s]
Training 1/3 epoch (loss 0.0649):  16%|█▌        | 2490/16050 [29:11<2:23:51,  1.57it/s]
Training 1/3 epoch (loss 0.0649):  16%|█▌        | 2491/16050 [29:11<2:23:30,  1.57it/s]
Training 1/3 epoch (loss 0.2254):  16%|█▌        | 2491/16050 [29:11<2:23:30,  1.57it/s]
Training 1/3 epoch (loss 0.2254):  16%|█▌        | 2492/16050 [29:11<2:16:13,  1.66it/s]
Training 1/3 epoch (loss 0.0956):  16%|█▌        | 2492/16050 [29:12<2:16:13,  1.66it/s]
Training 1/3 epoch (loss 0.0956):  16%|█▌        | 2493/16050 [29:12<2:16:43,  1.65it/s]
Training 1/3 epoch (loss 0.4118):  16%|█▌        | 2493/16050 [29:14<2:16:43,  1.65it/s]
Training 1/3 epoch (loss 0.4118):  16%|█▌        | 2494/16050 [29:14<4:15:10,  1.13s/it]
Training 1/3 epoch (loss 0.0702):  16%|█▌        | 2494/16050 [29:15<4:15:10,  1.13s/it]
Training 1/3 epoch (loss 0.0702):  16%|█▌        | 2495/16050 [29:15<3:35:49,  1.05it/s]
Training 1/3 epoch (loss 0.0004):  16%|█▌        | 2495/16050 [29:15<3:35:49,  1.05it/s]
Training 1/3 epoch (loss 0.0004):  16%|█▌        | 2496/16050 [29:15<2:55:48,  1.28it/s]
Training 1/3 epoch (loss 0.5750):  16%|█▌        | 2496/16050 [29:15<2:55:48,  1.28it/s]
Training 1/3 epoch (loss 0.5750):  16%|█▌        | 2497/16050 [29:15<2:26:06,  1.55it/s]
Training 1/3 epoch (loss 0.4523):  16%|█▌        | 2497/16050 [29:16<2:26:06,  1.55it/s]
Training 1/3 epoch (loss 0.4523):  16%|█▌        | 2498/16050 [29:16<2:17:04,  1.65it/s]
Training 1/3 epoch (loss 0.6209):  16%|█▌        | 2498/16050 [29:16<2:17:04,  1.65it/s]
Training 1/3 epoch (loss 0.6209):  16%|█▌        | 2499/16050 [29:16<2:02:42,  1.84it/s]
Training 1/3 epoch (loss 0.1023):  16%|█▌        | 2499/16050 [29:17<2:02:42,  1.84it/s]
Training 1/3 epoch (loss 0.1023):  16%|█▌        | 2500/16050 [29:17<2:11:01,  1.72it/s]
Training 1/3 epoch (loss 0.0003):  16%|█▌        | 2500/16050 [29:18<2:11:01,  1.72it/s]
Training 1/3 epoch (loss 0.0003):  16%|█▌        | 2501/16050 [29:18<2:13:57,  1.69it/s]
Training 1/3 epoch (loss 0.2736):  16%|█▌        | 2501/16050 [29:18<2:13:57,  1.69it/s]
Training 1/3 epoch (loss 0.2736):  16%|█▌        | 2502/16050 [29:18<2:08:34,  1.76it/s]
Training 1/3 epoch (loss 0.0138):  16%|█▌        | 2502/16050 [29:19<2:08:34,  1.76it/s]
Training 1/3 epoch (loss 0.0138):  16%|█▌        | 2503/16050 [29:19<2:05:34,  1.80it/s]
Training 1/3 epoch (loss 0.0003):  16%|█▌        | 2503/16050 [29:19<2:05:34,  1.80it/s]
Training 1/3 epoch (loss 0.0003):  16%|█▌        | 2504/16050 [29:19<1:58:23,  1.91it/s]
Training 1/3 epoch (loss 0.3474):  16%|█▌        | 2504/16050 [29:20<1:58:23,  1.91it/s]
Training 1/3 epoch (loss 0.3474):  16%|█▌        | 2505/16050 [29:20<1:54:23,  1.97it/s]
Training 1/3 epoch (loss 0.0004):  16%|█▌        | 2505/16050 [29:20<1:54:23,  1.97it/s]
Training 1/3 epoch (loss 0.0004):  16%|█▌        | 2506/16050 [29:20<1:48:42,  2.08it/s]
Training 1/3 epoch (loss 0.0409):  16%|█▌        | 2506/16050 [29:21<1:48:42,  2.08it/s]
Training 1/3 epoch (loss 0.0409):  16%|█▌        | 2507/16050 [29:21<2:04:33,  1.81it/s]
Training 1/3 epoch (loss 0.2874):  16%|█▌        | 2507/16050 [29:21<2:04:33,  1.81it/s]
Training 1/3 epoch (loss 0.2874):  16%|█▌        | 2508/16050 [29:21<2:09:59,  1.74it/s]
Training 1/3 epoch (loss 0.0683):  16%|█▌        | 2508/16050 [29:22<2:09:59,  1.74it/s]
Training 1/3 epoch (loss 0.0683):  16%|█▌        | 2509/16050 [29:22<2:08:38,  1.75it/s]
Training 1/3 epoch (loss 0.0541):  16%|█▌        | 2509/16050 [29:23<2:08:38,  1.75it/s]
Training 1/3 epoch (loss 0.0541):  16%|█▌        | 2510/16050 [29:23<2:16:15,  1.66it/s]
Training 1/3 epoch (loss 0.4561):  16%|█▌        | 2510/16050 [29:23<2:16:15,  1.66it/s]
Training 1/3 epoch (loss 0.4561):  16%|█▌        | 2511/16050 [29:23<2:03:16,  1.83it/s]
Training 1/3 epoch (loss 0.0068):  16%|█▌        | 2511/16050 [29:24<2:03:16,  1.83it/s]
Training 1/3 epoch (loss 0.0068):  16%|█▌        | 2512/16050 [29:24<2:02:59,  1.83it/s]
Training 1/3 epoch (loss 0.0359):  16%|█▌        | 2512/16050 [29:24<2:02:59,  1.83it/s]
Training 1/3 epoch (loss 0.0359):  16%|█▌        | 2513/16050 [29:24<2:11:02,  1.72it/s]
Training 1/3 epoch (loss 0.4937):  16%|█▌        | 2513/16050 [29:25<2:11:02,  1.72it/s]
Training 1/3 epoch (loss 0.4937):  16%|█▌        | 2514/16050 [29:25<1:56:54,  1.93it/s]
Training 1/3 epoch (loss 0.0029):  16%|█▌        | 2514/16050 [29:25<1:56:54,  1.93it/s]
Training 1/3 epoch (loss 0.0029):  16%|█▌        | 2515/16050 [29:25<2:06:25,  1.78it/s]
Training 1/3 epoch (loss 0.3428):  16%|█▌        | 2515/16050 [29:28<2:06:25,  1.78it/s]
Training 1/3 epoch (loss 0.3428):  16%|█▌        | 2516/16050 [29:28<4:07:07,  1.10s/it]
Training 1/3 epoch (loss 0.0029):  16%|█▌        | 2516/16050 [29:28<4:07:07,  1.10s/it]
Training 1/3 epoch (loss 0.0029):  16%|█▌        | 2517/16050 [29:28<3:32:00,  1.06it/s]
Training 1/3 epoch (loss 0.4183):  16%|█▌        | 2517/16050 [29:29<3:32:00,  1.06it/s]
Training 1/3 epoch (loss 0.4183):  16%|█▌        | 2518/16050 [29:29<3:00:38,  1.25it/s]
Training 1/3 epoch (loss 0.0029):  16%|█▌        | 2518/16050 [29:29<3:00:38,  1.25it/s]
Training 1/3 epoch (loss 0.0029):  16%|█▌        | 2519/16050 [29:29<2:43:36,  1.38it/s]
Training 1/3 epoch (loss 0.0029):  16%|█▌        | 2519/16050 [29:30<2:43:36,  1.38it/s]
Training 1/3 epoch (loss 0.0029):  16%|█▌        | 2520/16050 [29:30<2:34:25,  1.46it/s]
Training 1/3 epoch (loss 0.0686):  16%|█▌        | 2520/16050 [29:30<2:34:25,  1.46it/s]
Training 1/3 epoch (loss 0.0686):  16%|█▌        | 2521/16050 [29:30<2:31:56,  1.48it/s]
Training 1/3 epoch (loss 0.4479):  16%|█▌        | 2521/16050 [29:31<2:31:56,  1.48it/s]
Training 1/3 epoch (loss 0.4479):  16%|█▌        | 2522/16050 [29:31<2:17:57,  1.63it/s]
Training 1/3 epoch (loss 0.0135):  16%|█▌        | 2522/16050 [29:32<2:17:57,  1.63it/s]
Training 1/3 epoch (loss 0.0135):  16%|█▌        | 2523/16050 [29:32<2:34:05,  1.46it/s]
Training 1/3 epoch (loss 0.6076):  16%|█▌        | 2523/16050 [29:32<2:34:05,  1.46it/s]
Training 1/3 epoch (loss 0.6076):  16%|█▌        | 2524/16050 [29:32<2:15:31,  1.66it/s]
Training 1/3 epoch (loss 0.0977):  16%|█▌        | 2524/16050 [29:33<2:15:31,  1.66it/s]
Training 1/3 epoch (loss 0.0977):  16%|█▌        | 2525/16050 [29:33<2:10:00,  1.73it/s]
Training 1/3 epoch (loss 0.0225):  16%|█▌        | 2525/16050 [29:33<2:10:00,  1.73it/s]
Training 1/3 epoch (loss 0.0225):  16%|█▌        | 2526/16050 [29:33<2:07:14,  1.77it/s]
Training 1/3 epoch (loss 0.5517):  16%|█▌        | 2526/16050 [29:34<2:07:14,  1.77it/s]
Training 1/3 epoch (loss 0.5517):  16%|█▌        | 2527/16050 [29:34<2:15:03,  1.67it/s]
Training 1/3 epoch (loss 0.3081):  16%|█▌        | 2527/16050 [29:35<2:15:03,  1.67it/s]
Training 1/3 epoch (loss 0.3081):  16%|█▌        | 2528/16050 [29:35<2:14:04,  1.68it/s]
Training 1/3 epoch (loss 0.8118):  16%|█▌        | 2528/16050 [29:37<2:14:04,  1.68it/s]
Training 1/3 epoch (loss 0.8118):  16%|█▌        | 2529/16050 [29:37<4:12:31,  1.12s/it]
Training 1/3 epoch (loss 0.0091):  16%|█▌        | 2529/16050 [29:37<4:12:31,  1.12s/it]
Training 1/3 epoch (loss 0.0091):  16%|█▌        | 2530/16050 [29:37<3:19:48,  1.13it/s]
Training 1/3 epoch (loss 0.2721):  16%|█▌        | 2530/16050 [29:38<3:19:48,  1.13it/s]
Training 1/3 epoch (loss 0.2721):  16%|█▌        | 2531/16050 [29:38<2:43:44,  1.38it/s]
Training 1/3 epoch (loss 0.4157):  16%|█▌        | 2531/16050 [29:38<2:43:44,  1.38it/s]
Training 1/3 epoch (loss 0.4157):  16%|█▌        | 2532/16050 [29:38<2:24:27,  1.56it/s]
Training 1/3 epoch (loss 0.3712):  16%|█▌        | 2532/16050 [29:39<2:24:27,  1.56it/s]
Training 1/3 epoch (loss 0.3712):  16%|█▌        | 2533/16050 [29:39<2:28:19,  1.52it/s]
Training 1/3 epoch (loss 0.0403):  16%|█▌        | 2533/16050 [29:39<2:28:19,  1.52it/s]
Training 1/3 epoch (loss 0.0403):  16%|█▌        | 2534/16050 [29:39<2:16:57,  1.64it/s]
Training 1/3 epoch (loss 0.2838):  16%|█▌        | 2534/16050 [29:40<2:16:57,  1.64it/s]
Training 1/3 epoch (loss 0.2838):  16%|█▌        | 2535/16050 [29:40<2:02:26,  1.84it/s]
Training 1/3 epoch (loss 1.0718):  16%|█▌        | 2535/16050 [29:40<2:02:26,  1.84it/s]
Training 1/3 epoch (loss 1.0718):  16%|█▌        | 2536/16050 [29:40<1:52:42,  2.00it/s]
Training 1/3 epoch (loss 0.1371):  16%|█▌        | 2536/16050 [29:41<1:52:42,  2.00it/s]
Training 1/3 epoch (loss 0.1371):  16%|█▌        | 2537/16050 [29:41<1:54:20,  1.97it/s]
Training 1/3 epoch (loss 0.1731):  16%|█▌        | 2537/16050 [29:41<1:54:20,  1.97it/s]
Training 1/3 epoch (loss 0.1731):  16%|█▌        | 2538/16050 [29:41<1:47:11,  2.10it/s]
Training 1/3 epoch (loss 0.3265):  16%|█▌        | 2538/16050 [29:43<1:47:11,  2.10it/s]
Training 1/3 epoch (loss 0.3265):  16%|█▌        | 2539/16050 [29:43<3:45:20,  1.00s/it]
Training 1/3 epoch (loss 0.3150):  16%|█▌        | 2539/16050 [29:46<3:45:20,  1.00s/it]
Training 1/3 epoch (loss 0.3150):  16%|█▌        | 2540/16050 [29:46<5:16:01,  1.40s/it]
Training 1/3 epoch (loss 0.1405):  16%|█▌        | 2540/16050 [29:46<5:16:01,  1.40s/it]
Training 1/3 epoch (loss 0.1405):  16%|█▌        | 2541/16050 [29:46<4:37:47,  1.23s/it]
Training 1/3 epoch (loss 0.2977):  16%|█▌        | 2541/16050 [29:47<4:37:47,  1.23s/it]
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Training 1/3 epoch (loss 0.3533):  16%|█▌        | 2542/16050 [29:47<3:41:18,  1.02it/s]
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Training 1/3 epoch (loss 0.0333):  16%|█▌        | 2545/16050 [29:49<2:17:39,  1.64it/s]
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Training 1/3 epoch (loss 0.2965):  16%|█▌        | 2546/16050 [29:49<2:23:18,  1.57it/s]
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Training 1/3 epoch (loss 0.0824):  16%|█▌        | 2548/16050 [29:50<2:06:10,  1.78it/s]
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Training 1/3 epoch (loss 0.0309):  16%|█▌        | 2549/16050 [29:51<2:00:59,  1.86it/s]
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Training 1/3 epoch (loss 0.0090):  16%|█▌        | 2551/16050 [29:52<2:04:56,  1.80it/s]
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Training 1/3 epoch (loss 0.4146):  16%|█▌        | 2552/16050 [29:52<2:04:12,  1.81it/s]
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Training 1/3 epoch (loss 0.0003):  16%|█▌        | 2553/16050 [29:53<1:59:04,  1.89it/s]
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Training 1/3 epoch (loss 0.0101):  16%|█▌        | 2554/16050 [29:53<1:43:54,  2.16it/s]
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Training 1/3 epoch (loss 0.0115):  16%|█▌        | 2555/16050 [29:54<1:39:45,  2.25it/s]
Training 1/3 epoch (loss 0.0115):  16%|█▌        | 2556/16050 [29:54<2:12:49,  1.69it/s]
Training 1/3 epoch (loss 0.0629):  16%|█▌        | 2556/16050 [29:55<2:12:49,  1.69it/s]
Training 1/3 epoch (loss 0.0629):  16%|█▌        | 2557/16050 [29:55<2:21:45,  1.59it/s]
Training 1/3 epoch (loss 0.0193):  16%|█▌        | 2557/16050 [29:55<2:21:45,  1.59it/s]
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Training 1/3 epoch (loss 0.1557):  16%|█▌        | 2558/16050 [29:56<2:33:35,  1.46it/s]
Training 1/3 epoch (loss 0.1557):  16%|█▌        | 2559/16050 [29:56<2:21:58,  1.58it/s]
Training 1/3 epoch (loss 0.6295):  16%|█▌        | 2559/16050 [29:56<2:21:58,  1.58it/s]
Training 1/3 epoch (loss 0.6295):  16%|█▌        | 2560/16050 [29:56<2:07:36,  1.76it/s]
Training 1/3 epoch (loss 0.6989):  16%|█▌        | 2560/16050 [29:57<2:07:36,  1.76it/s]
Training 1/3 epoch (loss 0.6989):  16%|█▌        | 2561/16050 [29:57<1:49:09,  2.06it/s]
Training 1/3 epoch (loss 0.2620):  16%|█▌        | 2561/16050 [29:57<1:49:09,  2.06it/s]
Training 1/3 epoch (loss 0.2620):  16%|█▌        | 2562/16050 [29:57<1:48:10,  2.08it/s]
Training 1/3 epoch (loss 0.5372):  16%|█▌        | 2562/16050 [29:58<1:48:10,  2.08it/s]
Training 1/3 epoch (loss 0.5372):  16%|█▌        | 2563/16050 [29:58<1:55:13,  1.95it/s]
Training 1/3 epoch (loss 0.3564):  16%|█▌        | 2563/16050 [29:58<1:55:13,  1.95it/s]
Training 1/3 epoch (loss 0.3564):  16%|█▌        | 2564/16050 [29:58<1:44:01,  2.16it/s]
Training 1/3 epoch (loss 0.4892):  16%|█▌        | 2564/16050 [29:59<1:44:01,  2.16it/s]
Training 1/3 epoch (loss 0.4892):  16%|█▌        | 2565/16050 [29:59<2:10:16,  1.73it/s]
Training 1/3 epoch (loss 0.4942):  16%|█▌        | 2565/16050 [30:00<2:10:16,  1.73it/s]
Training 1/3 epoch (loss 0.4942):  16%|█▌        | 2566/16050 [30:00<2:15:16,  1.66it/s]
Training 1/3 epoch (loss 0.0011):  16%|█▌        | 2566/16050 [30:00<2:15:16,  1.66it/s]
Training 1/3 epoch (loss 0.0011):  16%|█▌        | 2567/16050 [30:00<2:02:07,  1.84it/s]
Training 1/3 epoch (loss 0.0014):  16%|█▌        | 2567/16050 [30:01<2:02:07,  1.84it/s]
Training 1/3 epoch (loss 0.0014):  16%|█▌        | 2568/16050 [30:01<2:07:18,  1.77it/s]
Training 1/3 epoch (loss 0.0714):  16%|█▌        | 2568/16050 [30:01<2:07:18,  1.77it/s]
Training 1/3 epoch (loss 0.0714):  16%|█▌        | 2569/16050 [30:01<2:00:25,  1.87it/s]
Training 1/3 epoch (loss 0.0337):  16%|█▌        | 2569/16050 [30:02<2:00:25,  1.87it/s]
Training 1/3 epoch (loss 0.0337):  16%|█▌        | 2570/16050 [30:02<2:03:03,  1.83it/s]
Training 1/3 epoch (loss 0.0673):  16%|█▌        | 2570/16050 [30:02<2:03:03,  1.83it/s]
Training 1/3 epoch (loss 0.0673):  16%|█▌        | 2571/16050 [30:02<1:54:43,  1.96it/s]
Training 1/3 epoch (loss 0.0451):  16%|█▌        | 2571/16050 [30:03<1:54:43,  1.96it/s]
Training 1/3 epoch (loss 0.0451):  16%|█▌        | 2572/16050 [30:03<1:59:24,  1.88it/s]
Training 1/3 epoch (loss 0.0032):  16%|█▌        | 2572/16050 [30:03<1:59:24,  1.88it/s]
Training 1/3 epoch (loss 0.0032):  16%|█▌        | 2573/16050 [30:03<2:00:43,  1.86it/s]
Training 1/3 epoch (loss 0.3392):  16%|█▌        | 2573/16050 [30:04<2:00:43,  1.86it/s]
Training 1/3 epoch (loss 0.3392):  16%|█▌        | 2574/16050 [30:04<1:47:54,  2.08it/s]
Training 1/3 epoch (loss 0.0033):  16%|█▌        | 2574/16050 [30:04<1:47:54,  2.08it/s]
Training 1/3 epoch (loss 0.0033):  16%|█▌        | 2575/16050 [30:04<1:57:07,  1.92it/s]
Training 1/3 epoch (loss 0.6532):  16%|█▌        | 2575/16050 [30:05<1:57:07,  1.92it/s]
Training 1/3 epoch (loss 0.6532):  16%|█▌        | 2576/16050 [30:05<2:05:52,  1.78it/s]
Training 1/3 epoch (loss 0.3654):  16%|█▌        | 2576/16050 [30:05<2:05:52,  1.78it/s]
Training 1/3 epoch (loss 0.3654):  16%|█▌        | 2577/16050 [30:05<2:09:31,  1.73it/s]
Training 1/3 epoch (loss 0.2337):  16%|█▌        | 2577/16050 [30:06<2:09:31,  1.73it/s]
Training 1/3 epoch (loss 0.2337):  16%|█▌        | 2578/16050 [30:06<2:10:46,  1.72it/s]
Training 1/3 epoch (loss 0.1079):  16%|█▌        | 2578/16050 [30:07<2:10:46,  1.72it/s]
Training 1/3 epoch (loss 0.1079):  16%|█▌        | 2579/16050 [30:07<2:29:52,  1.50it/s]
Training 1/3 epoch (loss 0.3997):  16%|█▌        | 2579/16050 [30:07<2:29:52,  1.50it/s]
Training 1/3 epoch (loss 0.3997):  16%|█▌        | 2580/16050 [30:07<2:05:11,  1.79it/s]
Training 1/3 epoch (loss 0.1092):  16%|█▌        | 2580/16050 [30:08<2:05:11,  1.79it/s]
Training 1/3 epoch (loss 0.1092):  16%|█▌        | 2581/16050 [30:08<2:39:08,  1.41it/s]
Training 1/3 epoch (loss 0.0002):  16%|█▌        | 2581/16050 [30:09<2:39:08,  1.41it/s]
Training 1/3 epoch (loss 0.0002):  16%|█▌        | 2582/16050 [30:09<2:13:19,  1.68it/s]
Training 1/3 epoch (loss 0.0007):  16%|█▌        | 2582/16050 [30:09<2:13:19,  1.68it/s]
Training 1/3 epoch (loss 0.0007):  16%|█▌        | 2583/16050 [30:09<2:04:39,  1.80it/s]
Training 1/3 epoch (loss 0.0874):  16%|█▌        | 2583/16050 [30:09<2:04:39,  1.80it/s]
Training 1/3 epoch (loss 0.0874):  16%|█▌        | 2584/16050 [30:09<1:54:51,  1.95it/s]
Training 1/3 epoch (loss 0.1215):  16%|█▌        | 2584/16050 [30:10<1:54:51,  1.95it/s]
Training 1/3 epoch (loss 0.1215):  16%|█▌        | 2585/16050 [30:10<1:55:34,  1.94it/s]
Training 1/3 epoch (loss 0.2752):  16%|█▌        | 2585/16050 [30:12<1:55:34,  1.94it/s]
Training 1/3 epoch (loss 0.2752):  16%|█▌        | 2586/16050 [30:12<3:51:32,  1.03s/it]
Training 1/3 epoch (loss 0.0017):  16%|█▌        | 2586/16050 [30:13<3:51:32,  1.03s/it]
Training 1/3 epoch (loss 0.0017):  16%|█▌        | 2587/16050 [30:13<3:25:02,  1.09it/s]
Training 1/3 epoch (loss 0.0054):  16%|█▌        | 2587/16050 [30:13<3:25:02,  1.09it/s]
Training 1/3 epoch (loss 0.0054):  16%|█▌        | 2588/16050 [30:13<2:51:34,  1.31it/s]
Training 1/3 epoch (loss 0.0058):  16%|█▌        | 2588/16050 [30:14<2:51:34,  1.31it/s]
Training 1/3 epoch (loss 0.0058):  16%|█▌        | 2589/16050 [30:14<2:27:43,  1.52it/s]
Training 1/3 epoch (loss 0.2965):  16%|█▌        | 2589/16050 [30:16<2:27:43,  1.52it/s]
Training 1/3 epoch (loss 0.2965):  16%|█▌        | 2590/16050 [30:16<4:20:01,  1.16s/it]
Training 1/3 epoch (loss 0.0021):  16%|█▌        | 2590/16050 [30:17<4:20:01,  1.16s/it]
Training 1/3 epoch (loss 0.0021):  16%|█▌        | 2591/16050 [30:17<3:35:16,  1.04it/s]
Training 1/3 epoch (loss 0.0158):  16%|█▌        | 2591/16050 [30:17<3:35:16,  1.04it/s]
Training 1/3 epoch (loss 0.0158):  16%|█▌        | 2592/16050 [30:17<3:04:33,  1.22it/s]
Training 1/3 epoch (loss 0.0052):  16%|█▌        | 2592/16050 [30:18<3:04:33,  1.22it/s]
Training 1/3 epoch (loss 0.0052):  16%|█▌        | 2593/16050 [30:18<2:43:42,  1.37it/s]
Training 1/3 epoch (loss 0.4189):  16%|█▌        | 2593/16050 [30:18<2:43:42,  1.37it/s]
Training 1/3 epoch (loss 0.4189):  16%|█▌        | 2594/16050 [30:18<2:25:14,  1.54it/s]
Training 1/3 epoch (loss 0.0724):  16%|█▌        | 2594/16050 [30:19<2:25:14,  1.54it/s]
Training 1/3 epoch (loss 0.0724):  16%|█▌        | 2595/16050 [30:19<2:18:02,  1.62it/s]
Training 1/3 epoch (loss 0.6868):  16%|█▌        | 2595/16050 [30:19<2:18:02,  1.62it/s]
Training 1/3 epoch (loss 0.6868):  16%|█▌        | 2596/16050 [30:19<2:04:41,  1.80it/s]
Training 1/3 epoch (loss 0.1757):  16%|█▌        | 2596/16050 [30:20<2:04:41,  1.80it/s]
Training 1/3 epoch (loss 0.1757):  16%|█▌        | 2597/16050 [30:20<2:14:24,  1.67it/s]
Training 1/3 epoch (loss 0.0211):  16%|█▌        | 2597/16050 [30:20<2:14:24,  1.67it/s]
Training 1/3 epoch (loss 0.0211):  16%|█▌        | 2598/16050 [30:20<2:11:31,  1.70it/s]
Training 1/3 epoch (loss 0.0046):  16%|█▌        | 2598/16050 [30:21<2:11:31,  1.70it/s]
Training 1/3 epoch (loss 0.0046):  16%|█▌        | 2599/16050 [30:21<2:02:44,  1.83it/s]
Training 1/3 epoch (loss 0.0081):  16%|█▌        | 2599/16050 [30:21<2:02:44,  1.83it/s]
Training 1/3 epoch (loss 0.0081):  16%|█▌        | 2600/16050 [30:21<2:11:08,  1.71it/s]
Training 1/3 epoch (loss 0.0484):  16%|█▌        | 2600/16050 [30:22<2:11:08,  1.71it/s]
Training 1/3 epoch (loss 0.0484):  16%|█▌        | 2601/16050 [30:22<2:14:01,  1.67it/s]
Training 1/3 epoch (loss 0.0390):  16%|█▌        | 2601/16050 [30:23<2:14:01,  1.67it/s]
Training 1/3 epoch (loss 0.0390):  16%|█▌        | 2602/16050 [30:23<2:11:14,  1.71it/s]
Training 1/3 epoch (loss 0.1743):  16%|█▌        | 2602/16050 [30:23<2:11:14,  1.71it/s]
Training 1/3 epoch (loss 0.1743):  16%|█▌        | 2603/16050 [30:23<2:12:37,  1.69it/s]
Training 1/3 epoch (loss 0.0724):  16%|█▌        | 2603/16050 [30:24<2:12:37,  1.69it/s]
Training 1/3 epoch (loss 0.0724):  16%|█▌        | 2604/16050 [30:24<2:09:40,  1.73it/s]
Training 1/3 epoch (loss 0.1560):  16%|█▌        | 2604/16050 [30:24<2:09:40,  1.73it/s]
Training 1/3 epoch (loss 0.1560):  16%|█▌        | 2605/16050 [30:24<1:54:24,  1.96it/s]
Training 1/3 epoch (loss 0.0822):  16%|█▌        | 2605/16050 [30:25<1:54:24,  1.96it/s]
Training 1/3 epoch (loss 0.0822):  16%|█▌        | 2606/16050 [30:25<2:14:08,  1.67it/s]
Training 1/3 epoch (loss 0.0370):  16%|█▌        | 2606/16050 [30:25<2:14:08,  1.67it/s]
Training 1/3 epoch (loss 0.0370):  16%|█▌        | 2607/16050 [30:25<2:06:27,  1.77it/s]
Training 1/3 epoch (loss 0.2641):  16%|█▌        | 2607/16050 [30:26<2:06:27,  1.77it/s]
Training 1/3 epoch (loss 0.2641):  16%|█▌        | 2608/16050 [30:26<1:56:11,  1.93it/s]
Training 1/3 epoch (loss 0.0269):  16%|█▌        | 2608/16050 [30:26<1:56:11,  1.93it/s]
Training 1/3 epoch (loss 0.0269):  16%|█▋        | 2609/16050 [30:26<1:55:31,  1.94it/s]
Training 1/3 epoch (loss 0.0005):  16%|█▋        | 2609/16050 [30:27<1:55:31,  1.94it/s]
Training 1/3 epoch (loss 0.0005):  16%|█▋        | 2610/16050 [30:27<1:43:21,  2.17it/s]
Training 1/3 epoch (loss 0.3042):  16%|█▋        | 2610/16050 [30:29<1:43:21,  2.17it/s]
Training 1/3 epoch (loss 0.3042):  16%|█▋        | 2611/16050 [30:29<3:50:07,  1.03s/it]
Training 1/3 epoch (loss 0.0381):  16%|█▋        | 2611/16050 [30:29<3:50:07,  1.03s/it]
Training 1/3 epoch (loss 0.0381):  16%|█▋        | 2612/16050 [30:29<3:16:55,  1.14it/s]
Training 1/3 epoch (loss 0.0142):  16%|█▋        | 2612/16050 [30:30<3:16:55,  1.14it/s]
Training 1/3 epoch (loss 0.0142):  16%|█▋        | 2613/16050 [30:30<3:05:42,  1.21it/s]
Training 1/3 epoch (loss 0.0020):  16%|█▋        | 2613/16050 [30:31<3:05:42,  1.21it/s]
Training 1/3 epoch (loss 0.0020):  16%|█▋        | 2614/16050 [30:31<2:52:39,  1.30it/s]
Training 1/3 epoch (loss 0.3572):  16%|█▋        | 2614/16050 [30:31<2:52:39,  1.30it/s]
Training 1/3 epoch (loss 0.3572):  16%|█▋        | 2615/16050 [30:31<2:33:16,  1.46it/s]
Training 1/3 epoch (loss 0.4705):  16%|█▋        | 2615/16050 [30:32<2:33:16,  1.46it/s]
Training 1/3 epoch (loss 0.4705):  16%|█▋        | 2616/16050 [30:32<2:18:26,  1.62it/s]
Training 1/3 epoch (loss 0.0012):  16%|█▋        | 2616/16050 [30:32<2:18:26,  1.62it/s]
Training 1/3 epoch (loss 0.0012):  16%|█▋        | 2617/16050 [30:32<2:04:36,  1.80it/s]
Training 1/3 epoch (loss 0.5176):  16%|█▋        | 2617/16050 [30:33<2:04:36,  1.80it/s]
Training 1/3 epoch (loss 0.5176):  16%|█▋        | 2618/16050 [30:33<1:58:46,  1.88it/s]
Training 1/3 epoch (loss 0.0006):  16%|█▋        | 2618/16050 [30:33<1:58:46,  1.88it/s]
Training 1/3 epoch (loss 0.0006):  16%|█▋        | 2619/16050 [30:33<1:52:48,  1.98it/s]
Training 1/3 epoch (loss 0.1328):  16%|█▋        | 2619/16050 [30:34<1:52:48,  1.98it/s]
Training 1/3 epoch (loss 0.1328):  16%|█▋        | 2620/16050 [30:34<1:55:50,  1.93it/s]
Training 1/3 epoch (loss 0.0002):  16%|█▋        | 2620/16050 [30:34<1:55:50,  1.93it/s]
Training 1/3 epoch (loss 0.0002):  16%|█▋        | 2621/16050 [30:34<2:00:58,  1.85it/s]
Training 1/3 epoch (loss 0.0389):  16%|█▋        | 2621/16050 [30:35<2:00:58,  1.85it/s]
Training 1/3 epoch (loss 0.0389):  16%|█▋        | 2622/16050 [30:35<2:00:07,  1.86it/s]
Training 1/3 epoch (loss 0.0019):  16%|█▋        | 2622/16050 [30:35<2:00:07,  1.86it/s]
Training 1/3 epoch (loss 0.0019):  16%|█▋        | 2623/16050 [30:35<1:52:26,  1.99it/s]
Training 1/3 epoch (loss 0.0731):  16%|█▋        | 2623/16050 [30:36<1:52:26,  1.99it/s]
Training 1/3 epoch (loss 0.0731):  16%|█▋        | 2624/16050 [30:36<2:13:46,  1.67it/s]
Training 1/3 epoch (loss 0.0008):  16%|█▋        | 2624/16050 [30:37<2:13:46,  1.67it/s]
Training 1/3 epoch (loss 0.0008):  16%|█▋        | 2625/16050 [30:37<2:12:42,  1.69it/s]
Training 1/3 epoch (loss 0.5663):  16%|█▋        | 2625/16050 [30:37<2:12:42,  1.69it/s]
Training 1/3 epoch (loss 0.5663):  16%|█▋        | 2626/16050 [30:37<1:57:49,  1.90it/s]
Training 1/3 epoch (loss 0.1034):  16%|█▋        | 2626/16050 [30:37<1:57:49,  1.90it/s]
Training 1/3 epoch (loss 0.1034):  16%|█▋        | 2627/16050 [30:37<1:46:34,  2.10it/s]
Training 1/3 epoch (loss 0.0086):  16%|█▋        | 2627/16050 [30:38<1:46:34,  2.10it/s]
Training 1/3 epoch (loss 0.0086):  16%|█▋        | 2628/16050 [30:38<1:55:28,  1.94it/s]
Training 1/3 epoch (loss 0.2730):  16%|█▋        | 2628/16050 [30:38<1:55:28,  1.94it/s]
Training 1/3 epoch (loss 0.2730):  16%|█▋        | 2629/16050 [30:38<1:45:05,  2.13it/s]
Training 1/3 epoch (loss 0.0009):  16%|█▋        | 2629/16050 [30:39<1:45:05,  2.13it/s]
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Training 1/3 epoch (loss 0.0061):  16%|█▋        | 2631/16050 [30:40<1:59:36,  1.87it/s]
Training 1/3 epoch (loss 0.0061):  16%|█▋        | 2632/16050 [30:40<2:05:28,  1.78it/s]
Training 1/3 epoch (loss 0.0108):  16%|█▋        | 2632/16050 [30:41<2:05:28,  1.78it/s]
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Training 1/3 epoch (loss 0.0808):  16%|█▋        | 2633/16050 [30:41<1:58:22,  1.89it/s]
Training 1/3 epoch (loss 0.0808):  16%|█▋        | 2634/16050 [30:41<2:07:41,  1.75it/s]
Training 1/3 epoch (loss 0.0566):  16%|█▋        | 2634/16050 [30:42<2:07:41,  1.75it/s]
Training 1/3 epoch (loss 0.0566):  16%|█▋        | 2635/16050 [30:42<2:02:46,  1.82it/s]
Training 1/3 epoch (loss 0.3236):  16%|█▋        | 2635/16050 [30:42<2:02:46,  1.82it/s]
Training 1/3 epoch (loss 0.3236):  16%|█▋        | 2636/16050 [30:42<2:14:47,  1.66it/s]
Training 1/3 epoch (loss 0.0977):  16%|█▋        | 2636/16050 [30:43<2:14:47,  1.66it/s]
Training 1/3 epoch (loss 0.0977):  16%|█▋        | 2637/16050 [30:43<2:09:29,  1.73it/s]
Training 1/3 epoch (loss 0.0031):  16%|█▋        | 2637/16050 [30:43<2:09:29,  1.73it/s]
Training 1/3 epoch (loss 0.0031):  16%|█▋        | 2638/16050 [30:43<2:00:07,  1.86it/s]
Training 1/3 epoch (loss 0.0640):  16%|█▋        | 2638/16050 [30:44<2:00:07,  1.86it/s]
Training 1/3 epoch (loss 0.0640):  16%|█▋        | 2639/16050 [30:44<2:04:18,  1.80it/s]
Training 1/3 epoch (loss 0.0623):  16%|█▋        | 2639/16050 [30:45<2:04:18,  1.80it/s]
Training 1/3 epoch (loss 0.0623):  16%|█▋        | 2640/16050 [30:45<2:07:54,  1.75it/s]
Training 1/3 epoch (loss 0.0220):  16%|█▋        | 2640/16050 [30:45<2:07:54,  1.75it/s]
Training 1/3 epoch (loss 0.0220):  16%|█▋        | 2641/16050 [30:45<2:10:23,  1.71it/s]
Training 1/3 epoch (loss 0.0263):  16%|█▋        | 2641/16050 [30:46<2:10:23,  1.71it/s]
Training 1/3 epoch (loss 0.0263):  16%|█▋        | 2642/16050 [30:46<2:01:18,  1.84it/s]
Training 1/3 epoch (loss 0.0085):  16%|█▋        | 2642/16050 [30:46<2:01:18,  1.84it/s]
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Training 1/3 epoch (loss 0.0004):  16%|█▋        | 2643/16050 [30:46<1:51:06,  2.01it/s]
Training 1/3 epoch (loss 0.0004):  16%|█▋        | 2644/16050 [30:46<1:45:14,  2.12it/s]
Training 1/3 epoch (loss 0.0890):  16%|█▋        | 2644/16050 [30:47<1:45:14,  2.12it/s]
Training 1/3 epoch (loss 0.0890):  16%|█▋        | 2645/16050 [30:47<1:41:37,  2.20it/s]
Training 1/3 epoch (loss 0.0122):  16%|█▋        | 2645/16050 [30:47<1:41:37,  2.20it/s]
Training 1/3 epoch (loss 0.0122):  16%|█▋        | 2646/16050 [30:47<1:45:18,  2.12it/s]
Training 1/3 epoch (loss 0.0093):  16%|█▋        | 2646/16050 [30:48<1:45:18,  2.12it/s]
Training 1/3 epoch (loss 0.0093):  16%|█▋        | 2647/16050 [30:48<1:49:22,  2.04it/s]
Training 1/3 epoch (loss 0.1125):  16%|█▋        | 2647/16050 [30:49<1:49:22,  2.04it/s]
Training 1/3 epoch (loss 0.1125):  16%|█▋        | 2648/16050 [30:49<2:10:12,  1.72it/s]
Training 1/3 epoch (loss 0.0073):  16%|█▋        | 2648/16050 [30:49<2:10:12,  1.72it/s]
Training 1/3 epoch (loss 0.0073):  17%|█▋        | 2649/16050 [30:49<2:24:25,  1.55it/s]
Training 1/3 epoch (loss 0.0016):  17%|█▋        | 2649/16050 [30:50<2:24:25,  1.55it/s]
Training 1/3 epoch (loss 0.0016):  17%|█▋        | 2650/16050 [30:50<2:07:48,  1.75it/s]
Training 1/3 epoch (loss 0.4031):  17%|█▋        | 2650/16050 [30:50<2:07:48,  1.75it/s]
Training 1/3 epoch (loss 0.4031):  17%|█▋        | 2651/16050 [30:50<1:56:22,  1.92it/s]
Training 1/3 epoch (loss 0.4935):  17%|█▋        | 2651/16050 [30:53<1:56:22,  1.92it/s]
Training 1/3 epoch (loss 0.4935):  17%|█▋        | 2652/16050 [30:53<3:50:19,  1.03s/it]
Training 1/3 epoch (loss 0.6932):  17%|█▋        | 2652/16050 [30:53<3:50:19,  1.03s/it]
Training 1/3 epoch (loss 0.6932):  17%|█▋        | 2653/16050 [30:53<3:09:00,  1.18it/s]
Training 1/3 epoch (loss 0.0563):  17%|█▋        | 2653/16050 [30:54<3:09:00,  1.18it/s]
Training 1/3 epoch (loss 0.0563):  17%|█▋        | 2654/16050 [30:54<3:00:37,  1.24it/s]
Training 1/3 epoch (loss 0.0007):  17%|█▋        | 2654/16050 [30:54<3:00:37,  1.24it/s]
Training 1/3 epoch (loss 0.0007):  17%|█▋        | 2655/16050 [30:54<2:33:34,  1.45it/s]
Training 1/3 epoch (loss 0.5939):  17%|█▋        | 2655/16050 [30:54<2:33:34,  1.45it/s]
Training 1/3 epoch (loss 0.5939):  17%|█▋        | 2656/16050 [30:54<2:15:30,  1.65it/s]
Training 1/3 epoch (loss 0.0126):  17%|█▋        | 2656/16050 [30:55<2:15:30,  1.65it/s]
Training 1/3 epoch (loss 0.0126):  17%|█▋        | 2657/16050 [30:55<2:10:35,  1.71it/s]
Training 1/3 epoch (loss 0.1014):  17%|█▋        | 2657/16050 [30:56<2:10:35,  1.71it/s]
Training 1/3 epoch (loss 0.1014):  17%|█▋        | 2658/16050 [30:56<2:15:07,  1.65it/s]
Training 1/3 epoch (loss 0.0695):  17%|█▋        | 2658/16050 [30:56<2:15:07,  1.65it/s]
Training 1/3 epoch (loss 0.0695):  17%|█▋        | 2659/16050 [30:56<2:05:47,  1.77it/s]
Training 1/3 epoch (loss 0.5200):  17%|█▋        | 2659/16050 [30:57<2:05:47,  1.77it/s]
Training 1/3 epoch (loss 0.5200):  17%|█▋        | 2660/16050 [30:57<1:57:49,  1.89it/s]
Training 1/3 epoch (loss 0.1243):  17%|█▋        | 2660/16050 [30:57<1:57:49,  1.89it/s]
Training 1/3 epoch (loss 0.1243):  17%|█▋        | 2661/16050 [30:57<2:04:04,  1.80it/s]
Training 1/3 epoch (loss 0.0325):  17%|█▋        | 2661/16050 [30:58<2:04:04,  1.80it/s]
Training 1/3 epoch (loss 0.0325):  17%|█▋        | 2662/16050 [30:58<2:12:06,  1.69it/s]
Training 1/3 epoch (loss 0.0049):  17%|█▋        | 2662/16050 [30:59<2:12:06,  1.69it/s]
Training 1/3 epoch (loss 0.0049):  17%|█▋        | 2663/16050 [30:59<2:15:09,  1.65it/s]
Training 1/3 epoch (loss 0.0187):  17%|█▋        | 2663/16050 [30:59<2:15:09,  1.65it/s]
Training 1/3 epoch (loss 0.0187):  17%|█▋        | 2664/16050 [30:59<2:18:44,  1.61it/s]
Training 1/3 epoch (loss 0.3409):  17%|█▋        | 2664/16050 [31:00<2:18:44,  1.61it/s]
Training 1/3 epoch (loss 0.3409):  17%|█▋        | 2665/16050 [31:00<2:12:35,  1.68it/s]
Training 1/3 epoch (loss 0.5211):  17%|█▋        | 2665/16050 [31:00<2:12:35,  1.68it/s]
Training 1/3 epoch (loss 0.5211):  17%|█▋        | 2666/16050 [31:00<2:02:10,  1.83it/s]
Training 1/3 epoch (loss 0.1213):  17%|█▋        | 2666/16050 [31:01<2:02:10,  1.83it/s]
Training 1/3 epoch (loss 0.1213):  17%|█▋        | 2667/16050 [31:01<1:53:46,  1.96it/s]
Training 1/3 epoch (loss 0.1039):  17%|█▋        | 2667/16050 [31:01<1:53:46,  1.96it/s]
Training 1/3 epoch (loss 0.1039):  17%|█▋        | 2668/16050 [31:01<1:53:50,  1.96it/s]
Training 1/3 epoch (loss 0.5740):  17%|█▋        | 2668/16050 [31:02<1:53:50,  1.96it/s]
Training 1/3 epoch (loss 0.5740):  17%|█▋        | 2669/16050 [31:02<1:59:59,  1.86it/s]
Training 1/3 epoch (loss 0.0124):  17%|█▋        | 2669/16050 [31:02<1:59:59,  1.86it/s]
Training 1/3 epoch (loss 0.0124):  17%|█▋        | 2670/16050 [31:02<2:12:42,  1.68it/s]
Training 1/3 epoch (loss 0.0007):  17%|█▋        | 2670/16050 [31:03<2:12:42,  1.68it/s]
Training 1/3 epoch (loss 0.0007):  17%|█▋        | 2671/16050 [31:03<2:04:13,  1.79it/s]
Training 1/3 epoch (loss 0.1186):  17%|█▋        | 2671/16050 [31:03<2:04:13,  1.79it/s]
Training 1/3 epoch (loss 0.1186):  17%|█▋        | 2672/16050 [31:03<2:08:59,  1.73it/s]
Training 1/3 epoch (loss 0.5579):  17%|█▋        | 2672/16050 [31:04<2:08:59,  1.73it/s]
Training 1/3 epoch (loss 0.5579):  17%|█▋        | 2673/16050 [31:04<2:24:48,  1.54it/s]
Training 1/3 epoch (loss 0.0266):  17%|█▋        | 2673/16050 [31:05<2:24:48,  1.54it/s]
Training 1/3 epoch (loss 0.0266):  17%|█▋        | 2674/16050 [31:05<2:12:28,  1.68it/s]
Training 1/3 epoch (loss 0.0884):  17%|█▋        | 2674/16050 [31:05<2:12:28,  1.68it/s]
Training 1/3 epoch (loss 0.0884):  17%|█▋        | 2675/16050 [31:05<2:06:37,  1.76it/s]
Training 1/3 epoch (loss 0.1920):  17%|█▋        | 2675/16050 [31:06<2:06:37,  1.76it/s]
Training 1/3 epoch (loss 0.1920):  17%|█▋        | 2676/16050 [31:06<2:05:08,  1.78it/s]
Training 1/3 epoch (loss 0.4750):  17%|█▋        | 2676/16050 [31:06<2:05:08,  1.78it/s]
Training 1/3 epoch (loss 0.4750):  17%|█▋        | 2677/16050 [31:06<1:52:30,  1.98it/s]
Training 1/3 epoch (loss 0.0059):  17%|█▋        | 2677/16050 [31:07<1:52:30,  1.98it/s]
Training 1/3 epoch (loss 0.0059):  17%|█▋        | 2678/16050 [31:07<1:54:23,  1.95it/s]
Training 1/3 epoch (loss 0.0953):  17%|█▋        | 2678/16050 [31:07<1:54:23,  1.95it/s]
Training 1/3 epoch (loss 0.0953):  17%|█▋        | 2679/16050 [31:07<1:53:34,  1.96it/s]
Training 1/3 epoch (loss 0.5934):  17%|█▋        | 2679/16050 [31:08<1:53:34,  1.96it/s]
Training 1/3 epoch (loss 0.5934):  17%|█▋        | 2680/16050 [31:08<2:01:07,  1.84it/s]
Training 1/3 epoch (loss 0.5356):  17%|█▋        | 2680/16050 [31:08<2:01:07,  1.84it/s]
Training 1/3 epoch (loss 0.5356):  17%|█▋        | 2681/16050 [31:08<1:51:36,  2.00it/s]
Training 1/3 epoch (loss 0.0060):  17%|█▋        | 2681/16050 [31:09<1:51:36,  2.00it/s]
Training 1/3 epoch (loss 0.0060):  17%|█▋        | 2682/16050 [31:09<2:12:45,  1.68it/s]
Training 1/3 epoch (loss 0.0716):  17%|█▋        | 2682/16050 [31:10<2:12:45,  1.68it/s]
Training 1/3 epoch (loss 0.0716):  17%|█▋        | 2683/16050 [31:10<2:13:51,  1.66it/s]
Training 1/3 epoch (loss 0.1326):  17%|█▋        | 2683/16050 [31:10<2:13:51,  1.66it/s]
Training 1/3 epoch (loss 0.1326):  17%|█▋        | 2684/16050 [31:10<2:15:00,  1.65it/s]
Training 1/3 epoch (loss 0.0045):  17%|█▋        | 2684/16050 [31:11<2:15:00,  1.65it/s]
Training 1/3 epoch (loss 0.0045):  17%|█▋        | 2685/16050 [31:11<2:08:25,  1.73it/s]
Training 1/3 epoch (loss 0.0257):  17%|█▋        | 2685/16050 [31:11<2:08:25,  1.73it/s]
Training 1/3 epoch (loss 0.0257):  17%|█▋        | 2686/16050 [31:11<2:05:40,  1.77it/s]
Training 1/3 epoch (loss 0.1173):  17%|█▋        | 2686/16050 [31:12<2:05:40,  1.77it/s]
Training 1/3 epoch (loss 0.1173):  17%|█▋        | 2687/16050 [31:12<2:11:03,  1.70it/s]
Training 1/3 epoch (loss 0.3136):  17%|█▋        | 2687/16050 [31:13<2:11:03,  1.70it/s]
Training 1/3 epoch (loss 0.3136):  17%|█▋        | 2688/16050 [31:13<2:16:29,  1.63it/s]
Training 1/3 epoch (loss 0.1175):  17%|█▋        | 2688/16050 [31:13<2:16:29,  1.63it/s]
Training 1/3 epoch (loss 0.1175):  17%|█▋        | 2689/16050 [31:13<2:17:24,  1.62it/s]
Training 1/3 epoch (loss 0.0989):  17%|█▋        | 2689/16050 [31:14<2:17:24,  1.62it/s]
Training 1/3 epoch (loss 0.0989):  17%|█▋        | 2690/16050 [31:14<2:12:25,  1.68it/s]
Training 1/3 epoch (loss 0.3549):  17%|█▋        | 2690/16050 [31:14<2:12:25,  1.68it/s]
Training 1/3 epoch (loss 0.3549):  17%|█▋        | 2691/16050 [31:14<1:59:16,  1.87it/s]
Training 1/3 epoch (loss 0.2945):  17%|█▋        | 2691/16050 [31:15<1:59:16,  1.87it/s]
Training 1/3 epoch (loss 0.2945):  17%|█▋        | 2692/16050 [31:15<1:50:24,  2.02it/s]
Training 1/3 epoch (loss 0.0019):  17%|█▋        | 2692/16050 [31:15<1:50:24,  2.02it/s]
Training 1/3 epoch (loss 0.0019):  17%|█▋        | 2693/16050 [31:15<2:04:47,  1.78it/s]
Training 1/3 epoch (loss 0.0242):  17%|█▋        | 2693/16050 [31:16<2:04:47,  1.78it/s]
Training 1/3 epoch (loss 0.0242):  17%|█▋        | 2694/16050 [31:16<2:19:45,  1.59it/s]
Training 1/3 epoch (loss 0.0895):  17%|█▋        | 2694/16050 [31:17<2:19:45,  1.59it/s]
Training 1/3 epoch (loss 0.0895):  17%|█▋        | 2695/16050 [31:17<2:18:25,  1.61it/s]
Training 1/3 epoch (loss 0.1901):  17%|█▋        | 2695/16050 [31:17<2:18:25,  1.61it/s]
Training 1/3 epoch (loss 0.1901):  17%|█▋        | 2696/16050 [31:17<2:13:10,  1.67it/s]
Training 1/3 epoch (loss 0.1049):  17%|█▋        | 2696/16050 [31:18<2:13:10,  1.67it/s]
Training 1/3 epoch (loss 0.1049):  17%|█▋        | 2697/16050 [31:18<2:02:53,  1.81it/s]
Training 1/3 epoch (loss 0.3995):  17%|█▋        | 2697/16050 [31:19<2:02:53,  1.81it/s]
Training 1/3 epoch (loss 0.3995):  17%|█▋        | 2698/16050 [31:19<2:20:19,  1.59it/s]
Training 1/3 epoch (loss 0.6628):  17%|█▋        | 2698/16050 [31:19<2:20:19,  1.59it/s]
Training 1/3 epoch (loss 0.6628):  17%|█▋        | 2699/16050 [31:19<2:19:02,  1.60it/s]
Training 1/3 epoch (loss 0.0162):  17%|█▋        | 2699/16050 [31:20<2:19:02,  1.60it/s]
Training 1/3 epoch (loss 0.0162):  17%|█▋        | 2700/16050 [31:20<2:12:30,  1.68it/s]
Training 1/3 epoch (loss 0.7107):  17%|█▋        | 2700/16050 [31:20<2:12:30,  1.68it/s]
Training 1/3 epoch (loss 0.7107):  17%|█▋        | 2701/16050 [31:20<2:03:49,  1.80it/s]
Training 1/3 epoch (loss 0.0370):  17%|█▋        | 2701/16050 [31:21<2:03:49,  1.80it/s]
Training 1/3 epoch (loss 0.0370):  17%|█▋        | 2702/16050 [31:21<2:06:01,  1.77it/s]
Training 1/3 epoch (loss 0.0466):  17%|█▋        | 2702/16050 [31:21<2:06:01,  1.77it/s]
Training 1/3 epoch (loss 0.0466):  17%|█▋        | 2703/16050 [31:21<1:59:35,  1.86it/s]
Training 1/3 epoch (loss 0.2866):  17%|█▋        | 2703/16050 [31:22<1:59:35,  1.86it/s]
Training 1/3 epoch (loss 0.2866):  17%|█▋        | 2704/16050 [31:22<1:51:19,  2.00it/s]
Training 1/3 epoch (loss 0.0952):  17%|█▋        | 2704/16050 [31:22<1:51:19,  2.00it/s]
Training 1/3 epoch (loss 0.0952):  17%|█▋        | 2705/16050 [31:22<2:06:19,  1.76it/s]
Training 1/3 epoch (loss 0.0528):  17%|█▋        | 2705/16050 [31:23<2:06:19,  1.76it/s]
Training 1/3 epoch (loss 0.0528):  17%|█▋        | 2706/16050 [31:23<1:56:42,  1.91it/s]
Training 1/3 epoch (loss 1.3675):  17%|█▋        | 2706/16050 [31:23<1:56:42,  1.91it/s]
Training 1/3 epoch (loss 1.3675):  17%|█▋        | 2707/16050 [31:23<1:42:15,  2.17it/s]
Training 1/3 epoch (loss 0.0010):  17%|█▋        | 2707/16050 [31:23<1:42:15,  2.17it/s]
Training 1/3 epoch (loss 0.0010):  17%|█▋        | 2708/16050 [31:23<1:39:31,  2.23it/s]
Training 1/3 epoch (loss 0.0033):  17%|█▋        | 2708/16050 [31:24<1:39:31,  2.23it/s]
Training 1/3 epoch (loss 0.0033):  17%|█▋        | 2709/16050 [31:24<1:53:13,  1.96it/s]
Training 1/3 epoch (loss 0.3062):  17%|█▋        | 2709/16050 [31:25<1:53:13,  1.96it/s]
Training 1/3 epoch (loss 0.3062):  17%|█▋        | 2710/16050 [31:25<1:43:21,  2.15it/s]
Training 1/3 epoch (loss 0.0475):  17%|█▋        | 2710/16050 [31:25<1:43:21,  2.15it/s]
Training 1/3 epoch (loss 0.0475):  17%|█▋        | 2711/16050 [31:25<1:50:51,  2.01it/s]
Training 1/3 epoch (loss 0.0503):  17%|█▋        | 2711/16050 [31:26<1:50:51,  2.01it/s]
Training 1/3 epoch (loss 0.0503):  17%|█▋        | 2712/16050 [31:26<1:53:35,  1.96it/s]
Training 1/3 epoch (loss 0.0250):  17%|█▋        | 2712/16050 [31:26<1:53:35,  1.96it/s]
Training 1/3 epoch (loss 0.0250):  17%|█▋        | 2713/16050 [31:26<1:51:50,  1.99it/s]
Training 1/3 epoch (loss 0.5102):  17%|█▋        | 2713/16050 [31:27<1:51:50,  1.99it/s]
Training 1/3 epoch (loss 0.5102):  17%|█▋        | 2714/16050 [31:27<1:58:42,  1.87it/s]
Training 1/3 epoch (loss 0.0059):  17%|█▋        | 2714/16050 [31:27<1:58:42,  1.87it/s]
Training 1/3 epoch (loss 0.0059):  17%|█▋        | 2715/16050 [31:27<2:04:40,  1.78it/s]
Training 1/3 epoch (loss 0.0095):  17%|█▋        | 2715/16050 [31:28<2:04:40,  1.78it/s]
Training 1/3 epoch (loss 0.0095):  17%|█▋        | 2716/16050 [31:28<1:54:54,  1.93it/s]
Training 1/3 epoch (loss 0.0066):  17%|█▋        | 2716/16050 [31:28<1:54:54,  1.93it/s]
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Training 1/3 epoch (loss 0.0165):  17%|█▋        | 2717/16050 [31:29<1:47:19,  2.07it/s]
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Training 1/3 epoch (loss 0.0004):  17%|█▋        | 2718/16050 [31:29<1:48:39,  2.04it/s]
Training 1/3 epoch (loss 0.0004):  17%|█▋        | 2719/16050 [31:29<1:57:32,  1.89it/s]
Training 1/3 epoch (loss 0.3409):  17%|█▋        | 2719/16050 [31:32<1:57:32,  1.89it/s]
Training 1/3 epoch (loss 0.3409):  17%|█▋        | 2720/16050 [31:32<3:50:18,  1.04s/it]
Training 1/3 epoch (loss 0.2327):  17%|█▋        | 2720/16050 [31:32<3:50:18,  1.04s/it]
Training 1/3 epoch (loss 0.2327):  17%|█▋        | 2721/16050 [31:32<3:25:56,  1.08it/s]
Training 1/3 epoch (loss 0.0101):  17%|█▋        | 2721/16050 [31:33<3:25:56,  1.08it/s]
Training 1/3 epoch (loss 0.0101):  17%|█▋        | 2722/16050 [31:33<2:53:39,  1.28it/s]
Training 1/3 epoch (loss 0.0084):  17%|█▋        | 2722/16050 [31:33<2:53:39,  1.28it/s]
Training 1/3 epoch (loss 0.0084):  17%|█▋        | 2723/16050 [31:33<2:28:51,  1.49it/s]
Training 1/3 epoch (loss 0.0129):  17%|█▋        | 2723/16050 [31:34<2:28:51,  1.49it/s]
Training 1/3 epoch (loss 0.0129):  17%|█▋        | 2724/16050 [31:34<2:20:35,  1.58it/s]
Training 1/3 epoch (loss 0.0112):  17%|█▋        | 2724/16050 [31:34<2:20:35,  1.58it/s]
Training 1/3 epoch (loss 0.0112):  17%|█▋        | 2725/16050 [31:34<2:11:32,  1.69it/s]
Training 1/3 epoch (loss 0.5808):  17%|█▋        | 2725/16050 [31:35<2:11:32,  1.69it/s]
Training 1/3 epoch (loss 0.5808):  17%|█▋        | 2726/16050 [31:35<2:06:44,  1.75it/s]
Training 1/3 epoch (loss 0.0299):  17%|█▋        | 2726/16050 [31:35<2:06:44,  1.75it/s]
Training 1/3 epoch (loss 0.0299):  17%|█▋        | 2727/16050 [31:35<1:52:29,  1.97it/s]
Training 1/3 epoch (loss 0.9801):  17%|█▋        | 2727/16050 [31:35<1:52:29,  1.97it/s]
Training 1/3 epoch (loss 0.9801):  17%|█▋        | 2728/16050 [31:35<1:46:07,  2.09it/s]
Training 1/3 epoch (loss 0.1414):  17%|█▋        | 2728/16050 [31:36<1:46:07,  2.09it/s]
Training 1/3 epoch (loss 0.1414):  17%|█▋        | 2729/16050 [31:36<1:47:33,  2.06it/s]
Training 1/3 epoch (loss 0.3382):  17%|█▋        | 2729/16050 [31:36<1:47:33,  2.06it/s]
Training 1/3 epoch (loss 0.3382):  17%|█▋        | 2730/16050 [31:36<1:46:01,  2.09it/s]
Training 1/3 epoch (loss 1.0613):  17%|█▋        | 2730/16050 [31:37<1:46:01,  2.09it/s]
Training 1/3 epoch (loss 1.0613):  17%|█▋        | 2731/16050 [31:37<1:35:00,  2.34it/s]
Training 1/3 epoch (loss 0.3033):  17%|█▋        | 2731/16050 [31:37<1:35:00,  2.34it/s]
Training 1/3 epoch (loss 0.3033):  17%|█▋        | 2732/16050 [31:37<1:37:04,  2.29it/s]
Training 1/3 epoch (loss 0.5860):  17%|█▋        | 2732/16050 [31:39<1:37:04,  2.29it/s]
Training 1/3 epoch (loss 0.5860):  17%|█▋        | 2733/16050 [31:39<3:44:40,  1.01s/it]
Training 1/3 epoch (loss 0.0051):  17%|█▋        | 2733/16050 [31:40<3:44:40,  1.01s/it]
Training 1/3 epoch (loss 0.0051):  17%|█▋        | 2734/16050 [31:40<3:04:53,  1.20it/s]
Training 1/3 epoch (loss 0.0019):  17%|█▋        | 2734/16050 [31:40<3:04:53,  1.20it/s]
Training 1/3 epoch (loss 0.0019):  17%|█▋        | 2735/16050 [31:40<2:36:42,  1.42it/s]
Training 1/3 epoch (loss 0.7777):  17%|█▋        | 2735/16050 [31:41<2:36:42,  1.42it/s]
Training 1/3 epoch (loss 0.7777):  17%|█▋        | 2736/16050 [31:41<2:20:58,  1.57it/s]
Training 1/3 epoch (loss 0.0221):  17%|█▋        | 2736/16050 [31:41<2:20:58,  1.57it/s]
Training 1/3 epoch (loss 0.0221):  17%|█▋        | 2737/16050 [31:41<2:09:56,  1.71it/s]
Training 1/3 epoch (loss 0.1811):  17%|█▋        | 2737/16050 [31:42<2:09:56,  1.71it/s]
Training 1/3 epoch (loss 0.1811):  17%|█▋        | 2738/16050 [31:42<2:38:51,  1.40it/s]
Training 1/3 epoch (loss 0.0096):  17%|█▋        | 2738/16050 [31:43<2:38:51,  1.40it/s]
Training 1/3 epoch (loss 0.0096):  17%|█▋        | 2739/16050 [31:43<2:29:46,  1.48it/s]
Training 1/3 epoch (loss 0.4275):  17%|█▋        | 2739/16050 [31:43<2:29:46,  1.48it/s]
Training 1/3 epoch (loss 0.4275):  17%|█▋        | 2740/16050 [31:43<2:15:09,  1.64it/s]
Training 1/3 epoch (loss 0.2896):  17%|█▋        | 2740/16050 [31:46<2:15:09,  1.64it/s]
Training 1/3 epoch (loss 0.2896):  17%|█▋        | 2741/16050 [31:46<4:03:11,  1.10s/it]
Training 1/3 epoch (loss 0.3623):  17%|█▋        | 2741/16050 [31:46<4:03:11,  1.10s/it]
Training 1/3 epoch (loss 0.3623):  17%|█▋        | 2742/16050 [31:46<3:43:56,  1.01s/it]
Training 1/3 epoch (loss 0.3273):  17%|█▋        | 2742/16050 [31:49<3:43:56,  1.01s/it]
Training 1/3 epoch (loss 0.3273):  17%|█▋        | 2743/16050 [31:49<5:11:22,  1.40s/it]
Training 1/3 epoch (loss 0.2947):  17%|█▋        | 2743/16050 [31:49<5:11:22,  1.40s/it]
Training 1/3 epoch (loss 0.2947):  17%|█▋        | 2744/16050 [31:49<4:06:48,  1.11s/it]
Training 1/3 epoch (loss 0.0777):  17%|█▋        | 2744/16050 [31:50<4:06:48,  1.11s/it]
Training 1/3 epoch (loss 0.0777):  17%|█▋        | 2745/16050 [31:50<3:23:51,  1.09it/s]
Training 1/3 epoch (loss 0.0689):  17%|█▋        | 2745/16050 [31:50<3:23:51,  1.09it/s]
Training 1/3 epoch (loss 0.0689):  17%|█▋        | 2746/16050 [31:50<3:04:19,  1.20it/s]
Training 1/3 epoch (loss 0.0580):  17%|█▋        | 2746/16050 [31:51<3:04:19,  1.20it/s]
Training 1/3 epoch (loss 0.0580):  17%|█▋        | 2747/16050 [31:51<2:39:39,  1.39it/s]
Training 1/3 epoch (loss 0.1008):  17%|█▋        | 2747/16050 [31:51<2:39:39,  1.39it/s]
Training 1/3 epoch (loss 0.1008):  17%|█▋        | 2748/16050 [31:51<2:33:21,  1.45it/s]
Training 1/3 epoch (loss 0.3006):  17%|█▋        | 2748/16050 [31:53<2:33:21,  1.45it/s]
Training 1/3 epoch (loss 0.3006):  17%|█▋        | 2749/16050 [31:53<4:16:37,  1.16s/it]
Training 1/3 epoch (loss 0.0890):  17%|█▋        | 2749/16050 [31:54<4:16:37,  1.16s/it]
Training 1/3 epoch (loss 0.0890):  17%|█▋        | 2750/16050 [31:54<3:45:16,  1.02s/it]
Training 1/3 epoch (loss 0.4367):  17%|█▋        | 2750/16050 [31:55<3:45:16,  1.02s/it]
Training 1/3 epoch (loss 0.4367):  17%|█▋        | 2751/16050 [31:55<3:09:55,  1.17it/s]
Training 1/3 epoch (loss 0.6338):  17%|█▋        | 2751/16050 [31:57<3:09:55,  1.17it/s]
Training 1/3 epoch (loss 0.6338):  17%|█▋        | 2752/16050 [31:57<4:41:30,  1.27s/it]
Training 1/3 epoch (loss 1.5348):  17%|█▋        | 2752/16050 [31:57<4:41:30,  1.27s/it]
Training 1/3 epoch (loss 1.5348):  17%|█▋        | 2753/16050 [31:57<3:40:06,  1.01it/s]
Training 1/3 epoch (loss 0.0347):  17%|█▋        | 2753/16050 [31:58<3:40:06,  1.01it/s]
Training 1/3 epoch (loss 0.0347):  17%|█▋        | 2754/16050 [31:58<3:11:02,  1.16it/s]
Training 1/3 epoch (loss 0.0039):  17%|█▋        | 2754/16050 [31:58<3:11:02,  1.16it/s]
Training 1/3 epoch (loss 0.0039):  17%|█▋        | 2755/16050 [31:58<2:43:43,  1.35it/s]
Training 1/3 epoch (loss 0.0217):  17%|█▋        | 2755/16050 [31:59<2:43:43,  1.35it/s]
Training 1/3 epoch (loss 0.0217):  17%|█▋        | 2756/16050 [31:59<2:48:16,  1.32it/s]
Training 1/3 epoch (loss 0.0057):  17%|█▋        | 2756/16050 [32:00<2:48:16,  1.32it/s]
Training 1/3 epoch (loss 0.0057):  17%|█▋        | 2757/16050 [32:00<2:40:46,  1.38it/s]
Training 1/3 epoch (loss 0.0009):  17%|█▋        | 2757/16050 [32:00<2:40:46,  1.38it/s]
Training 1/3 epoch (loss 0.0009):  17%|█▋        | 2758/16050 [32:00<2:23:34,  1.54it/s]
Training 1/3 epoch (loss 0.1406):  17%|█▋        | 2758/16050 [32:01<2:23:34,  1.54it/s]
Training 1/3 epoch (loss 0.1406):  17%|█▋        | 2759/16050 [32:01<2:11:31,  1.68it/s]
Training 1/3 epoch (loss 0.0023):  17%|█▋        | 2759/16050 [32:01<2:11:31,  1.68it/s]
Training 1/3 epoch (loss 0.0023):  17%|█▋        | 2760/16050 [32:01<1:56:36,  1.90it/s]
Training 1/3 epoch (loss 0.0326):  17%|█▋        | 2760/16050 [32:02<1:56:36,  1.90it/s]
Training 1/3 epoch (loss 0.0326):  17%|█▋        | 2761/16050 [32:02<1:56:42,  1.90it/s]
Training 1/3 epoch (loss 0.5969):  17%|█▋        | 2761/16050 [32:04<1:56:42,  1.90it/s]
Training 1/3 epoch (loss 0.5969):  17%|█▋        | 2762/16050 [32:04<3:57:14,  1.07s/it]
Training 1/3 epoch (loss 0.0050):  17%|█▋        | 2762/16050 [32:04<3:57:14,  1.07s/it]
Training 1/3 epoch (loss 0.0050):  17%|█▋        | 2763/16050 [32:04<3:16:06,  1.13it/s]
Training 1/3 epoch (loss 0.0012):  17%|█▋        | 2763/16050 [32:05<3:16:06,  1.13it/s]
Training 1/3 epoch (loss 0.0012):  17%|█▋        | 2764/16050 [32:05<2:54:23,  1.27it/s]
Training 1/3 epoch (loss 0.1439):  17%|█▋        | 2764/16050 [32:05<2:54:23,  1.27it/s]
Training 1/3 epoch (loss 0.1439):  17%|█▋        | 2765/16050 [32:05<2:32:53,  1.45it/s]
Training 1/3 epoch (loss 0.4469):  17%|█▋        | 2765/16050 [32:06<2:32:53,  1.45it/s]
Training 1/3 epoch (loss 0.4469):  17%|█▋        | 2766/16050 [32:06<2:10:04,  1.70it/s]
Training 1/3 epoch (loss 0.0058):  17%|█▋        | 2766/16050 [32:06<2:10:04,  1.70it/s]
Training 1/3 epoch (loss 0.0058):  17%|█▋        | 2767/16050 [32:06<2:00:23,  1.84it/s]
Training 1/3 epoch (loss 0.4672):  17%|█▋        | 2767/16050 [32:07<2:00:23,  1.84it/s]
Training 1/3 epoch (loss 0.4672):  17%|█▋        | 2768/16050 [32:07<1:58:47,  1.86it/s]
Training 1/3 epoch (loss 0.0181):  17%|█▋        | 2768/16050 [32:07<1:58:47,  1.86it/s]
Training 1/3 epoch (loss 0.0181):  17%|█▋        | 2769/16050 [32:07<1:50:26,  2.00it/s]
Training 1/3 epoch (loss 0.0410):  17%|█▋        | 2769/16050 [32:08<1:50:26,  2.00it/s]
Training 1/3 epoch (loss 0.0410):  17%|█▋        | 2770/16050 [32:08<1:52:08,  1.97it/s]
Training 1/3 epoch (loss 0.4245):  17%|█▋        | 2770/16050 [32:10<1:52:08,  1.97it/s]
Training 1/3 epoch (loss 0.4245):  17%|█▋        | 2771/16050 [32:10<3:53:13,  1.05s/it]
Training 1/3 epoch (loss 0.0289):  17%|█▋        | 2771/16050 [32:11<3:53:13,  1.05s/it]
Training 1/3 epoch (loss 0.0289):  17%|█▋        | 2772/16050 [32:11<3:25:41,  1.08it/s]
Training 1/3 epoch (loss 0.0119):  17%|█▋        | 2772/16050 [32:11<3:25:41,  1.08it/s]
Training 1/3 epoch (loss 0.0119):  17%|█▋        | 2773/16050 [32:11<3:09:01,  1.17it/s]
Training 1/3 epoch (loss 0.0279):  17%|█▋        | 2773/16050 [32:12<3:09:01,  1.17it/s]
Training 1/3 epoch (loss 0.0279):  17%|█▋        | 2774/16050 [32:12<2:48:24,  1.31it/s]
Training 1/3 epoch (loss 0.2012):  17%|█▋        | 2774/16050 [32:12<2:48:24,  1.31it/s]
Training 1/3 epoch (loss 0.2012):  17%|█▋        | 2775/16050 [32:12<2:34:00,  1.44it/s]
Training 1/3 epoch (loss 0.6044):  17%|█▋        | 2775/16050 [32:13<2:34:00,  1.44it/s]
Training 1/3 epoch (loss 0.6044):  17%|█▋        | 2776/16050 [32:13<2:13:33,  1.66it/s]
Training 1/3 epoch (loss 0.0181):  17%|█▋        | 2776/16050 [32:13<2:13:33,  1.66it/s]
Training 1/3 epoch (loss 0.0181):  17%|█▋        | 2777/16050 [32:13<2:03:20,  1.79it/s]
Training 1/3 epoch (loss 0.0093):  17%|█▋        | 2777/16050 [32:14<2:03:20,  1.79it/s]
Training 1/3 epoch (loss 0.0093):  17%|█▋        | 2778/16050 [32:14<2:07:01,  1.74it/s]
Training 1/3 epoch (loss 0.0072):  17%|█▋        | 2778/16050 [32:14<2:07:01,  1.74it/s]
Training 1/3 epoch (loss 0.0072):  17%|█▋        | 2779/16050 [32:14<2:03:50,  1.79it/s]
Training 1/3 epoch (loss 0.0029):  17%|█▋        | 2779/16050 [32:15<2:03:50,  1.79it/s]
Training 1/3 epoch (loss 0.0029):  17%|█▋        | 2780/16050 [32:15<2:00:52,  1.83it/s]
Training 1/3 epoch (loss 0.5408):  17%|█▋        | 2780/16050 [32:15<2:00:52,  1.83it/s]
Training 1/3 epoch (loss 0.5408):  17%|█▋        | 2781/16050 [32:15<1:59:41,  1.85it/s]
Training 1/3 epoch (loss 0.2144):  17%|█▋        | 2781/16050 [32:16<1:59:41,  1.85it/s]
Training 1/3 epoch (loss 0.2144):  17%|█▋        | 2782/16050 [32:16<1:54:34,  1.93it/s]
Training 1/3 epoch (loss 0.1603):  17%|█▋        | 2782/16050 [32:16<1:54:34,  1.93it/s]
Training 1/3 epoch (loss 0.1603):  17%|█▋        | 2783/16050 [32:16<2:00:32,  1.83it/s]
Training 1/3 epoch (loss 0.0818):  17%|█▋        | 2783/16050 [32:17<2:00:32,  1.83it/s]
Training 1/3 epoch (loss 0.0818):  17%|█▋        | 2784/16050 [32:17<1:52:48,  1.96it/s]
Training 1/3 epoch (loss 0.1334):  17%|█▋        | 2784/16050 [32:17<1:52:48,  1.96it/s]
Training 1/3 epoch (loss 0.1334):  17%|█▋        | 2785/16050 [32:17<1:46:45,  2.07it/s]
Training 1/3 epoch (loss 0.0217):  17%|█▋        | 2785/16050 [32:18<1:46:45,  2.07it/s]
Training 1/3 epoch (loss 0.0217):  17%|█▋        | 2786/16050 [32:18<1:56:39,  1.89it/s]
Training 1/3 epoch (loss 0.0719):  17%|█▋        | 2786/16050 [32:18<1:56:39,  1.89it/s]
Training 1/3 epoch (loss 0.0719):  17%|█▋        | 2787/16050 [32:18<1:49:10,  2.02it/s]
Training 1/3 epoch (loss 0.0043):  17%|█▋        | 2787/16050 [32:19<1:49:10,  2.02it/s]
Training 1/3 epoch (loss 0.0043):  17%|█▋        | 2788/16050 [32:19<1:57:12,  1.89it/s]
Training 1/3 epoch (loss 0.0577):  17%|█▋        | 2788/16050 [32:20<1:57:12,  1.89it/s]
Training 1/3 epoch (loss 0.0577):  17%|█▋        | 2789/16050 [32:20<2:16:26,  1.62it/s]
Training 1/3 epoch (loss 0.0244):  17%|█▋        | 2789/16050 [32:20<2:16:26,  1.62it/s]
Training 1/3 epoch (loss 0.0244):  17%|█▋        | 2790/16050 [32:20<2:07:57,  1.73it/s]
Training 1/3 epoch (loss 0.0175):  17%|█▋        | 2790/16050 [32:21<2:07:57,  1.73it/s]
Training 1/3 epoch (loss 0.0175):  17%|█▋        | 2791/16050 [32:21<2:05:22,  1.76it/s]
Training 1/3 epoch (loss 0.0020):  17%|█▋        | 2791/16050 [32:21<2:05:22,  1.76it/s]
Training 1/3 epoch (loss 0.0020):  17%|█▋        | 2792/16050 [32:21<1:52:07,  1.97it/s]
Training 1/3 epoch (loss 0.0015):  17%|█▋        | 2792/16050 [32:21<1:52:07,  1.97it/s]
Training 1/3 epoch (loss 0.0015):  17%|█▋        | 2793/16050 [32:21<1:39:04,  2.23it/s]
Training 1/3 epoch (loss 0.6559):  17%|█▋        | 2793/16050 [32:22<1:39:04,  2.23it/s]
Training 1/3 epoch (loss 0.6559):  17%|█▋        | 2794/16050 [32:22<1:38:05,  2.25it/s]
Training 1/3 epoch (loss 0.3884):  17%|█▋        | 2794/16050 [32:22<1:38:05,  2.25it/s]
Training 1/3 epoch (loss 0.3884):  17%|█▋        | 2795/16050 [32:22<1:34:39,  2.33it/s]
Training 1/3 epoch (loss 0.4722):  17%|█▋        | 2795/16050 [32:23<1:34:39,  2.33it/s]
Training 1/3 epoch (loss 0.4722):  17%|█▋        | 2796/16050 [32:23<2:00:26,  1.83it/s]
Training 1/3 epoch (loss 0.0366):  17%|█▋        | 2796/16050 [32:24<2:00:26,  1.83it/s]
Training 1/3 epoch (loss 0.0366):  17%|█▋        | 2797/16050 [32:24<1:51:30,  1.98it/s]
Training 1/3 epoch (loss 0.1008):  17%|█▋        | 2797/16050 [32:24<1:51:30,  1.98it/s]
Training 1/3 epoch (loss 0.1008):  17%|█▋        | 2798/16050 [32:24<2:01:27,  1.82it/s]
Training 1/3 epoch (loss 0.0196):  17%|█▋        | 2798/16050 [32:25<2:01:27,  1.82it/s]
Training 1/3 epoch (loss 0.0196):  17%|█▋        | 2799/16050 [32:25<2:06:56,  1.74it/s]
Training 1/3 epoch (loss 0.2968):  17%|█▋        | 2799/16050 [32:25<2:06:56,  1.74it/s]
Training 1/3 epoch (loss 0.2968):  17%|█▋        | 2800/16050 [32:25<1:59:49,  1.84it/s]
Training 1/3 epoch (loss 0.0005):  17%|█▋        | 2800/16050 [32:26<1:59:49,  1.84it/s]
Training 1/3 epoch (loss 0.0005):  17%|█▋        | 2801/16050 [32:26<1:55:40,  1.91it/s]
Training 1/3 epoch (loss 0.0015):  17%|█▋        | 2801/16050 [32:26<1:55:40,  1.91it/s]
Training 1/3 epoch (loss 0.0015):  17%|█▋        | 2802/16050 [32:26<1:47:13,  2.06it/s]
Training 1/3 epoch (loss 0.4014):  17%|█▋        | 2802/16050 [32:27<1:47:13,  2.06it/s]
Training 1/3 epoch (loss 0.4014):  17%|█▋        | 2803/16050 [32:27<1:45:57,  2.08it/s]
Training 1/3 epoch (loss 0.2106):  17%|█▋        | 2803/16050 [32:29<1:45:57,  2.08it/s]
Training 1/3 epoch (loss 0.2106):  17%|█▋        | 2804/16050 [32:29<3:42:03,  1.01s/it]
Training 1/3 epoch (loss 0.1142):  17%|█▋        | 2804/16050 [32:29<3:42:03,  1.01s/it]
Training 1/3 epoch (loss 0.1142):  17%|█▋        | 2805/16050 [32:29<2:58:48,  1.23it/s]
Training 1/3 epoch (loss 0.0254):  17%|█▋        | 2805/16050 [32:30<2:58:48,  1.23it/s]
Training 1/3 epoch (loss 0.0254):  17%|█▋        | 2806/16050 [32:30<2:46:13,  1.33it/s]
Training 1/3 epoch (loss 0.0480):  17%|█▋        | 2806/16050 [32:30<2:46:13,  1.33it/s]
Training 1/3 epoch (loss 0.0480):  17%|█▋        | 2807/16050 [32:30<2:38:46,  1.39it/s]
Training 1/3 epoch (loss 0.0008):  17%|█▋        | 2807/16050 [32:31<2:38:46,  1.39it/s]
Training 1/3 epoch (loss 0.0008):  17%|█▋        | 2808/16050 [32:31<2:25:36,  1.52it/s]
Training 1/3 epoch (loss 0.6160):  17%|█▋        | 2808/16050 [32:32<2:25:36,  1.52it/s]
Training 1/3 epoch (loss 0.6160):  18%|█▊        | 2809/16050 [32:32<2:22:15,  1.55it/s]
Training 1/3 epoch (loss 0.7662):  18%|█▊        | 2809/16050 [32:32<2:22:15,  1.55it/s]
Training 1/3 epoch (loss 0.7662):  18%|█▊        | 2810/16050 [32:32<2:10:14,  1.69it/s]
Training 1/3 epoch (loss 0.0138):  18%|█▊        | 2810/16050 [32:33<2:10:14,  1.69it/s]
Training 1/3 epoch (loss 0.0138):  18%|█▊        | 2811/16050 [32:33<2:13:53,  1.65it/s]
Training 1/3 epoch (loss 0.1959):  18%|█▊        | 2811/16050 [32:33<2:13:53,  1.65it/s]
Training 1/3 epoch (loss 0.1959):  18%|█▊        | 2812/16050 [32:33<2:21:27,  1.56it/s]
Training 1/3 epoch (loss 0.0005):  18%|█▊        | 2812/16050 [32:34<2:21:27,  1.56it/s]
Training 1/3 epoch (loss 0.0005):  18%|█▊        | 2813/16050 [32:34<2:07:30,  1.73it/s]
Training 1/3 epoch (loss 0.0014):  18%|█▊        | 2813/16050 [32:34<2:07:30,  1.73it/s]
Training 1/3 epoch (loss 0.0014):  18%|█▊        | 2814/16050 [32:34<1:59:07,  1.85it/s]
Training 1/3 epoch (loss 0.0035):  18%|█▊        | 2814/16050 [32:35<1:59:07,  1.85it/s]
Training 1/3 epoch (loss 0.0035):  18%|█▊        | 2815/16050 [32:35<2:06:33,  1.74it/s]
Training 1/3 epoch (loss 0.0014):  18%|█▊        | 2815/16050 [32:35<2:06:33,  1.74it/s]
Training 1/3 epoch (loss 0.0014):  18%|█▊        | 2816/16050 [32:35<1:57:06,  1.88it/s]
Training 1/3 epoch (loss 0.0436):  18%|█▊        | 2816/16050 [32:36<1:57:06,  1.88it/s]
Training 1/3 epoch (loss 0.0436):  18%|█▊        | 2817/16050 [32:36<1:52:33,  1.96it/s]
Training 1/3 epoch (loss 0.5543):  18%|█▊        | 2817/16050 [32:36<1:52:33,  1.96it/s]
Training 1/3 epoch (loss 0.5543):  18%|█▊        | 2818/16050 [32:36<1:49:21,  2.02it/s]
Training 1/3 epoch (loss 0.0019):  18%|█▊        | 2818/16050 [32:37<1:49:21,  2.02it/s]
Training 1/3 epoch (loss 0.0019):  18%|█▊        | 2819/16050 [32:37<1:44:41,  2.11it/s]
Training 1/3 epoch (loss 0.0379):  18%|█▊        | 2819/16050 [32:37<1:44:41,  2.11it/s]
Training 1/3 epoch (loss 0.0379):  18%|█▊        | 2820/16050 [32:37<1:44:16,  2.11it/s]
Training 1/3 epoch (loss 0.1502):  18%|█▊        | 2820/16050 [32:38<1:44:16,  2.11it/s]
Training 1/3 epoch (loss 0.1502):  18%|█▊        | 2821/16050 [32:38<1:44:33,  2.11it/s]
Training 1/3 epoch (loss 0.0024):  18%|█▊        | 2821/16050 [32:38<1:44:33,  2.11it/s]
Training 1/3 epoch (loss 0.0024):  18%|█▊        | 2822/16050 [32:38<1:43:09,  2.14it/s]
Training 1/3 epoch (loss 0.5284):  18%|█▊        | 2822/16050 [32:39<1:43:09,  2.14it/s]
Training 1/3 epoch (loss 0.5284):  18%|█▊        | 2823/16050 [32:39<1:39:03,  2.23it/s]
Training 1/3 epoch (loss 0.0480):  18%|█▊        | 2823/16050 [32:40<1:39:03,  2.23it/s]
Training 1/3 epoch (loss 0.0480):  18%|█▊        | 2824/16050 [32:40<2:37:56,  1.40it/s]
Training 1/3 epoch (loss 0.5093):  18%|█▊        | 2824/16050 [32:40<2:37:56,  1.40it/s]
Training 1/3 epoch (loss 0.5093):  18%|█▊        | 2825/16050 [32:40<2:18:01,  1.60it/s]
Training 1/3 epoch (loss 0.0654):  18%|█▊        | 2825/16050 [32:41<2:18:01,  1.60it/s]
Training 1/3 epoch (loss 0.0654):  18%|█▊        | 2826/16050 [32:41<2:10:30,  1.69it/s]
Training 1/3 epoch (loss 0.6208):  18%|█▊        | 2826/16050 [32:42<2:10:30,  1.69it/s]
Training 1/3 epoch (loss 0.6208):  18%|█▊        | 2827/16050 [32:42<2:46:44,  1.32it/s]
Training 1/3 epoch (loss 0.0014):  18%|█▊        | 2827/16050 [32:42<2:46:44,  1.32it/s]
Training 1/3 epoch (loss 0.0014):  18%|█▊        | 2828/16050 [32:42<2:29:42,  1.47it/s]
Training 1/3 epoch (loss 0.6743):  18%|█▊        | 2828/16050 [32:43<2:29:42,  1.47it/s]
Training 1/3 epoch (loss 0.6743):  18%|█▊        | 2829/16050 [32:43<2:15:45,  1.62it/s]
Training 1/3 epoch (loss 0.3798):  18%|█▊        | 2829/16050 [32:43<2:15:45,  1.62it/s]
Training 1/3 epoch (loss 0.3798):  18%|█▊        | 2830/16050 [32:43<1:57:54,  1.87it/s]
Training 1/3 epoch (loss 0.4814):  18%|█▊        | 2830/16050 [32:44<1:57:54,  1.87it/s]
Training 1/3 epoch (loss 0.4814):  18%|█▊        | 2831/16050 [32:44<2:42:51,  1.35it/s]
Training 1/3 epoch (loss 0.0072):  18%|█▊        | 2831/16050 [32:45<2:42:51,  1.35it/s]
Training 1/3 epoch (loss 0.0072):  18%|█▊        | 2832/16050 [32:45<2:31:56,  1.45it/s]
Training 1/3 epoch (loss 0.0480):  18%|█▊        | 2832/16050 [32:46<2:31:56,  1.45it/s]
Training 1/3 epoch (loss 0.0480):  18%|█▊        | 2833/16050 [32:46<2:21:03,  1.56it/s]
Training 1/3 epoch (loss 0.0429):  18%|█▊        | 2833/16050 [32:46<2:21:03,  1.56it/s]
Training 1/3 epoch (loss 0.0429):  18%|█▊        | 2834/16050 [32:46<2:06:42,  1.74it/s]
Training 1/3 epoch (loss 0.0673):  18%|█▊        | 2834/16050 [32:47<2:06:42,  1.74it/s]
Training 1/3 epoch (loss 0.0673):  18%|█▊        | 2835/16050 [32:47<2:02:34,  1.80it/s]
Training 1/3 epoch (loss 0.0150):  18%|█▊        | 2835/16050 [32:47<2:02:34,  1.80it/s]
Training 1/3 epoch (loss 0.0150):  18%|█▊        | 2836/16050 [32:47<2:06:45,  1.74it/s]
Training 1/3 epoch (loss 0.4885):  18%|█▊        | 2836/16050 [32:48<2:06:45,  1.74it/s]
Training 1/3 epoch (loss 0.4885):  18%|█▊        | 2837/16050 [32:48<2:03:16,  1.79it/s]
Training 1/3 epoch (loss 0.0039):  18%|█▊        | 2837/16050 [32:48<2:03:16,  1.79it/s]
Training 1/3 epoch (loss 0.0039):  18%|█▊        | 2838/16050 [32:48<1:55:45,  1.90it/s]
Training 1/3 epoch (loss 0.3657):  18%|█▊        | 2838/16050 [32:49<1:55:45,  1.90it/s]
Training 1/3 epoch (loss 0.3657):  18%|█▊        | 2839/16050 [32:49<2:21:15,  1.56it/s]
Training 1/3 epoch (loss 0.1467):  18%|█▊        | 2839/16050 [32:50<2:21:15,  1.56it/s]
Training 1/3 epoch (loss 0.1467):  18%|█▊        | 2840/16050 [32:50<2:21:50,  1.55it/s]
Training 1/3 epoch (loss 0.0756):  18%|█▊        | 2840/16050 [32:50<2:21:50,  1.55it/s]
Training 1/3 epoch (loss 0.0756):  18%|█▊        | 2841/16050 [32:50<2:25:44,  1.51it/s]
Training 1/3 epoch (loss 0.2239):  18%|█▊        | 2841/16050 [32:51<2:25:44,  1.51it/s]
Training 1/3 epoch (loss 0.2239):  18%|█▊        | 2842/16050 [32:51<2:18:03,  1.59it/s]
Training 1/3 epoch (loss 0.3569):  18%|█▊        | 2842/16050 [32:51<2:18:03,  1.59it/s]
Training 1/3 epoch (loss 0.3569):  18%|█▊        | 2843/16050 [32:51<2:02:33,  1.80it/s]
Training 1/3 epoch (loss 0.0073):  18%|█▊        | 2843/16050 [32:52<2:02:33,  1.80it/s]
Training 1/3 epoch (loss 0.0073):  18%|█▊        | 2844/16050 [32:52<1:56:02,  1.90it/s]
Training 1/3 epoch (loss 0.2097):  18%|█▊        | 2844/16050 [32:52<1:56:02,  1.90it/s]
Training 1/3 epoch (loss 0.2097):  18%|█▊        | 2845/16050 [32:52<1:43:27,  2.13it/s]
Training 1/3 epoch (loss 0.0128):  18%|█▊        | 2845/16050 [32:53<1:43:27,  2.13it/s]
Training 1/3 epoch (loss 0.0128):  18%|█▊        | 2846/16050 [32:53<1:47:26,  2.05it/s]
Training 1/3 epoch (loss 0.6925):  18%|█▊        | 2846/16050 [32:55<1:47:26,  2.05it/s]
Training 1/3 epoch (loss 0.6925):  18%|█▊        | 2847/16050 [32:55<3:50:18,  1.05s/it]
Training 1/3 epoch (loss 0.0683):  18%|█▊        | 2847/16050 [32:56<3:50:18,  1.05s/it]
Training 1/3 epoch (loss 0.0683):  18%|█▊        | 2848/16050 [32:56<3:17:57,  1.11it/s]
Training 1/3 epoch (loss 0.0617):  18%|█▊        | 2848/16050 [32:56<3:17:57,  1.11it/s]
Training 1/3 epoch (loss 0.0617):  18%|█▊        | 2849/16050 [32:56<2:55:55,  1.25it/s]
Training 1/3 epoch (loss 0.2375):  18%|█▊        | 2849/16050 [32:57<2:55:55,  1.25it/s]
Training 1/3 epoch (loss 0.2375):  18%|█▊        | 2850/16050 [32:57<2:39:38,  1.38it/s]
Training 1/3 epoch (loss 0.0054):  18%|█▊        | 2850/16050 [32:57<2:39:38,  1.38it/s]
Training 1/3 epoch (loss 0.0054):  18%|█▊        | 2851/16050 [32:57<2:18:33,  1.59it/s]
Training 1/3 epoch (loss 0.2833):  18%|█▊        | 2851/16050 [32:58<2:18:33,  1.59it/s]
Training 1/3 epoch (loss 0.2833):  18%|█▊        | 2852/16050 [32:58<2:16:02,  1.62it/s]
Training 1/3 epoch (loss 0.2276):  18%|█▊        | 2852/16050 [32:58<2:16:02,  1.62it/s]
Training 1/3 epoch (loss 0.2276):  18%|█▊        | 2853/16050 [32:58<2:21:30,  1.55it/s]
Training 1/3 epoch (loss 0.1183):  18%|█▊        | 2853/16050 [32:59<2:21:30,  1.55it/s]
Training 1/3 epoch (loss 0.1183):  18%|█▊        | 2854/16050 [32:59<2:14:32,  1.63it/s]
Training 1/3 epoch (loss 0.4038):  18%|█▊        | 2854/16050 [33:00<2:14:32,  1.63it/s]
Training 1/3 epoch (loss 0.4038):  18%|█▊        | 2855/16050 [33:00<2:40:21,  1.37it/s]
Training 1/3 epoch (loss 0.5237):  18%|█▊        | 2855/16050 [33:00<2:40:21,  1.37it/s]
Training 1/3 epoch (loss 0.5237):  18%|█▊        | 2856/16050 [33:00<2:28:54,  1.48it/s]
Training 1/3 epoch (loss 0.1725):  18%|█▊        | 2856/16050 [33:01<2:28:54,  1.48it/s]
Training 1/3 epoch (loss 0.1725):  18%|█▊        | 2857/16050 [33:01<2:15:25,  1.62it/s]
Training 1/3 epoch (loss 0.1524):  18%|█▊        | 2857/16050 [33:02<2:15:25,  1.62it/s]
Training 1/3 epoch (loss 0.1524):  18%|█▊        | 2858/16050 [33:02<2:18:49,  1.58it/s]
Training 1/3 epoch (loss 0.0040):  18%|█▊        | 2858/16050 [33:02<2:18:49,  1.58it/s]
Training 1/3 epoch (loss 0.0040):  18%|█▊        | 2859/16050 [33:02<2:17:13,  1.60it/s]
Training 1/3 epoch (loss 0.7773):  18%|█▊        | 2859/16050 [33:03<2:17:13,  1.60it/s]
Training 1/3 epoch (loss 0.7773):  18%|█▊        | 2860/16050 [33:03<2:15:37,  1.62it/s]
Training 1/3 epoch (loss 0.0377):  18%|█▊        | 2860/16050 [33:03<2:15:37,  1.62it/s]
Training 1/3 epoch (loss 0.0377):  18%|█▊        | 2861/16050 [33:03<2:06:57,  1.73it/s]
Training 1/3 epoch (loss 0.2065):  18%|█▊        | 2861/16050 [33:04<2:06:57,  1.73it/s]
Training 1/3 epoch (loss 0.2065):  18%|█▊        | 2862/16050 [33:04<2:04:12,  1.77it/s]
Training 1/3 epoch (loss 0.2961):  18%|█▊        | 2862/16050 [33:06<2:04:12,  1.77it/s]
Training 1/3 epoch (loss 0.2961):  18%|█▊        | 2863/16050 [33:06<4:02:14,  1.10s/it]
Training 1/3 epoch (loss 0.0319):  18%|█▊        | 2863/16050 [33:07<4:02:14,  1.10s/it]
Training 1/3 epoch (loss 0.0319):  18%|█▊        | 2864/16050 [33:07<4:03:41,  1.11s/it]
Training 1/3 epoch (loss 0.0046):  18%|█▊        | 2864/16050 [33:08<4:03:41,  1.11s/it]
Training 1/3 epoch (loss 0.0046):  18%|█▊        | 2865/16050 [33:08<3:25:50,  1.07it/s]
Training 1/3 epoch (loss 0.0007):  18%|█▊        | 2865/16050 [33:08<3:25:50,  1.07it/s]
Training 1/3 epoch (loss 0.0007):  18%|█▊        | 2866/16050 [33:08<2:47:49,  1.31it/s]
Training 1/3 epoch (loss 0.4684):  18%|█▊        | 2866/16050 [33:09<2:47:49,  1.31it/s]
Training 1/3 epoch (loss 0.4684):  18%|█▊        | 2867/16050 [33:09<2:27:56,  1.49it/s]
Training 1/3 epoch (loss 0.0009):  18%|█▊        | 2867/16050 [33:09<2:27:56,  1.49it/s]
Training 1/3 epoch (loss 0.0009):  18%|█▊        | 2868/16050 [33:09<2:08:53,  1.70it/s]
Training 1/3 epoch (loss 0.0050):  18%|█▊        | 2868/16050 [33:10<2:08:53,  1.70it/s]
Training 1/3 epoch (loss 0.0050):  18%|█▊        | 2869/16050 [33:10<2:13:53,  1.64it/s]
Training 1/3 epoch (loss 0.2046):  18%|█▊        | 2869/16050 [33:10<2:13:53,  1.64it/s]
Training 1/3 epoch (loss 0.2046):  18%|█▊        | 2870/16050 [33:10<2:20:24,  1.56it/s]
Training 1/3 epoch (loss 0.0120):  18%|█▊        | 2870/16050 [33:11<2:20:24,  1.56it/s]
Training 1/3 epoch (loss 0.0120):  18%|█▊        | 2871/16050 [33:11<2:14:30,  1.63it/s]
Training 1/3 epoch (loss 0.3952):  18%|█▊        | 2871/16050 [33:11<2:14:30,  1.63it/s]
Training 1/3 epoch (loss 0.3952):  18%|█▊        | 2872/16050 [33:11<2:03:07,  1.78it/s]
Training 1/3 epoch (loss 0.7455):  18%|█▊        | 2872/16050 [33:12<2:03:07,  1.78it/s]
Training 1/3 epoch (loss 0.7455):  18%|█▊        | 2873/16050 [33:12<1:56:14,  1.89it/s]
Training 1/3 epoch (loss 0.3501):  18%|█▊        | 2873/16050 [33:14<1:56:14,  1.89it/s]
Training 1/3 epoch (loss 0.3501):  18%|█▊        | 2874/16050 [33:14<3:56:16,  1.08s/it]
Training 1/3 epoch (loss 0.2200):  18%|█▊        | 2874/16050 [33:15<3:56:16,  1.08s/it]
Training 1/3 epoch (loss 0.2200):  18%|█▊        | 2875/16050 [33:15<3:21:34,  1.09it/s]
Training 1/3 epoch (loss 0.0017):  18%|█▊        | 2875/16050 [33:15<3:21:34,  1.09it/s]
Training 1/3 epoch (loss 0.0017):  18%|█▊        | 2876/16050 [33:15<2:54:36,  1.26it/s]
Training 1/3 epoch (loss 0.0107):  18%|█▊        | 2876/16050 [33:16<2:54:36,  1.26it/s]
Training 1/3 epoch (loss 0.0107):  18%|█▊        | 2877/16050 [33:16<2:47:25,  1.31it/s]
Training 1/3 epoch (loss 0.0526):  18%|█▊        | 2877/16050 [33:16<2:47:25,  1.31it/s]
Training 1/3 epoch (loss 0.0526):  18%|█▊        | 2878/16050 [33:16<2:23:37,  1.53it/s]
Training 1/3 epoch (loss 0.3158):  18%|█▊        | 2878/16050 [33:17<2:23:37,  1.53it/s]
Training 1/3 epoch (loss 0.3158):  18%|█▊        | 2879/16050 [33:17<2:34:06,  1.42it/s]
Training 1/3 epoch (loss 0.0055):  18%|█▊        | 2879/16050 [33:18<2:34:06,  1.42it/s]
Training 1/3 epoch (loss 0.0055):  18%|█▊        | 2880/16050 [33:18<2:11:12,  1.67it/s]
Training 1/3 epoch (loss 0.1770):  18%|█▊        | 2880/16050 [33:18<2:11:12,  1.67it/s]
Training 1/3 epoch (loss 0.1770):  18%|█▊        | 2881/16050 [33:18<2:15:08,  1.62it/s]
Training 1/3 epoch (loss 0.1966):  18%|█▊        | 2881/16050 [33:19<2:15:08,  1.62it/s]
Training 1/3 epoch (loss 0.1966):  18%|█▊        | 2882/16050 [33:19<2:45:58,  1.32it/s]
Training 1/3 epoch (loss 0.0110):  18%|█▊        | 2882/16050 [33:20<2:45:58,  1.32it/s]
Training 1/3 epoch (loss 0.0110):  18%|█▊        | 2883/16050 [33:20<2:30:46,  1.46it/s]
Training 1/3 epoch (loss 0.0045):  18%|█▊        | 2883/16050 [33:20<2:30:46,  1.46it/s]
Training 1/3 epoch (loss 0.0045):  18%|█▊        | 2884/16050 [33:20<2:14:43,  1.63it/s]
Training 1/3 epoch (loss 0.0600):  18%|█▊        | 2884/16050 [33:21<2:14:43,  1.63it/s]
Training 1/3 epoch (loss 0.0600):  18%|█▊        | 2885/16050 [33:21<2:15:30,  1.62it/s]
Training 1/3 epoch (loss 0.0034):  18%|█▊        | 2885/16050 [33:21<2:15:30,  1.62it/s]
Training 1/3 epoch (loss 0.0034):  18%|█▊        | 2886/16050 [33:21<2:12:31,  1.66it/s]
Training 1/3 epoch (loss 0.3772):  18%|█▊        | 2886/16050 [33:22<2:12:31,  1.66it/s]
Training 1/3 epoch (loss 0.3772):  18%|█▊        | 2887/16050 [33:22<1:56:32,  1.88it/s]
Training 1/3 epoch (loss 0.4892):  18%|█▊        | 2887/16050 [33:22<1:56:32,  1.88it/s]
Training 1/3 epoch (loss 0.4892):  18%|█▊        | 2888/16050 [33:22<1:51:42,  1.96it/s]
Training 1/3 epoch (loss 0.0119):  18%|█▊        | 2888/16050 [33:23<1:51:42,  1.96it/s]
Training 1/3 epoch (loss 0.0119):  18%|█▊        | 2889/16050 [33:23<1:52:58,  1.94it/s]
Training 1/3 epoch (loss 0.0162):  18%|█▊        | 2889/16050 [33:24<1:52:58,  1.94it/s]
Training 1/3 epoch (loss 0.0162):  18%|█▊        | 2890/16050 [33:24<2:14:53,  1.63it/s]
Training 1/3 epoch (loss 0.0319):  18%|█▊        | 2890/16050 [33:24<2:14:53,  1.63it/s]
Training 1/3 epoch (loss 0.0319):  18%|█▊        | 2891/16050 [33:24<2:15:01,  1.62it/s]
Training 1/3 epoch (loss 0.3044):  18%|█▊        | 2891/16050 [33:25<2:15:01,  1.62it/s]
Training 1/3 epoch (loss 0.3044):  18%|█▊        | 2892/16050 [33:25<2:09:46,  1.69it/s]
Training 1/3 epoch (loss 0.0093):  18%|█▊        | 2892/16050 [33:25<2:09:46,  1.69it/s]
Training 1/3 epoch (loss 0.0093):  18%|█▊        | 2893/16050 [33:25<2:08:51,  1.70it/s]
Training 1/3 epoch (loss 0.4169):  18%|█▊        | 2893/16050 [33:26<2:08:51,  1.70it/s]
Training 1/3 epoch (loss 0.4169):  18%|█▊        | 2894/16050 [33:26<1:53:39,  1.93it/s]
Training 1/3 epoch (loss 0.0021):  18%|█▊        | 2894/16050 [33:26<1:53:39,  1.93it/s]
Training 1/3 epoch (loss 0.0021):  18%|█▊        | 2895/16050 [33:26<1:58:31,  1.85it/s]
Training 1/3 epoch (loss 0.0041):  18%|█▊        | 2895/16050 [33:27<1:58:31,  1.85it/s]
Training 1/3 epoch (loss 0.0041):  18%|█▊        | 2896/16050 [33:27<2:02:29,  1.79it/s]
Training 1/3 epoch (loss 0.0573):  18%|█▊        | 2896/16050 [33:28<2:02:29,  1.79it/s]
Training 1/3 epoch (loss 0.0573):  18%|█▊        | 2897/16050 [33:28<2:06:19,  1.74it/s]
Training 1/3 epoch (loss 0.0278):  18%|█▊        | 2897/16050 [33:28<2:06:19,  1.74it/s]
Training 1/3 epoch (loss 0.0278):  18%|█▊        | 2898/16050 [33:28<2:11:30,  1.67it/s]
Training 1/3 epoch (loss 0.7442):  18%|█▊        | 2898/16050 [33:29<2:11:30,  1.67it/s]
Training 1/3 epoch (loss 0.7442):  18%|█▊        | 2899/16050 [33:29<2:15:22,  1.62it/s]
Training 1/3 epoch (loss 0.0342):  18%|█▊        | 2899/16050 [33:30<2:15:22,  1.62it/s]
Training 1/3 epoch (loss 0.0342):  18%|█▊        | 2900/16050 [33:30<2:17:32,  1.59it/s]
Training 1/3 epoch (loss 0.0109):  18%|█▊        | 2900/16050 [33:30<2:17:32,  1.59it/s]
Training 1/3 epoch (loss 0.0109):  18%|█▊        | 2901/16050 [33:30<2:00:34,  1.82it/s]
Training 1/3 epoch (loss 0.0030):  18%|█▊        | 2901/16050 [33:30<2:00:34,  1.82it/s]
Training 1/3 epoch (loss 0.0030):  18%|█▊        | 2902/16050 [33:30<1:45:13,  2.08it/s]
Training 1/3 epoch (loss 0.0627):  18%|█▊        | 2902/16050 [33:31<1:45:13,  2.08it/s]
Training 1/3 epoch (loss 0.0627):  18%|█▊        | 2903/16050 [33:31<1:47:24,  2.04it/s]
Training 1/3 epoch (loss 0.0379):  18%|█▊        | 2903/16050 [33:31<1:47:24,  2.04it/s]
Training 1/3 epoch (loss 0.0379):  18%|█▊        | 2904/16050 [33:31<1:40:34,  2.18it/s]
Training 1/3 epoch (loss 0.0088):  18%|█▊        | 2904/16050 [33:32<1:40:34,  2.18it/s]
Training 1/3 epoch (loss 0.0088):  18%|█▊        | 2905/16050 [33:32<1:44:56,  2.09it/s]
Training 1/3 epoch (loss 0.7733):  18%|█▊        | 2905/16050 [33:32<1:44:56,  2.09it/s]
Training 1/3 epoch (loss 0.7733):  18%|█▊        | 2906/16050 [33:32<1:39:52,  2.19it/s]
Training 1/3 epoch (loss 0.5694):  18%|█▊        | 2906/16050 [33:32<1:39:52,  2.19it/s]
Training 1/3 epoch (loss 0.5694):  18%|█▊        | 2907/16050 [33:32<1:37:13,  2.25it/s]
Training 1/3 epoch (loss 0.4433):  18%|█▊        | 2907/16050 [33:33<1:37:13,  2.25it/s]
Training 1/3 epoch (loss 0.4433):  18%|█▊        | 2908/16050 [33:33<1:38:44,  2.22it/s]
Training 1/3 epoch (loss 0.5159):  18%|█▊        | 2908/16050 [33:33<1:38:44,  2.22it/s]
Training 1/3 epoch (loss 0.5159):  18%|█▊        | 2909/16050 [33:33<1:45:26,  2.08it/s]
Training 1/3 epoch (loss 0.4359):  18%|█▊        | 2909/16050 [33:34<1:45:26,  2.08it/s]
Training 1/3 epoch (loss 0.4359):  18%|█▊        | 2910/16050 [33:34<1:39:40,  2.20it/s]
Training 1/3 epoch (loss 0.2969):  18%|█▊        | 2910/16050 [33:34<1:39:40,  2.20it/s]
Training 1/3 epoch (loss 0.2969):  18%|█▊        | 2911/16050 [33:34<1:44:47,  2.09it/s]
Training 1/3 epoch (loss 0.1413):  18%|█▊        | 2911/16050 [33:35<1:44:47,  2.09it/s]
Training 1/3 epoch (loss 0.1413):  18%|█▊        | 2912/16050 [33:35<1:47:10,  2.04it/s]
Training 1/3 epoch (loss 0.0140):  18%|█▊        | 2912/16050 [33:36<1:47:10,  2.04it/s]
Training 1/3 epoch (loss 0.0140):  18%|█▊        | 2913/16050 [33:36<1:55:01,  1.90it/s]
Training 1/3 epoch (loss 0.5162):  18%|█▊        | 2913/16050 [33:36<1:55:01,  1.90it/s]
Training 1/3 epoch (loss 0.5162):  18%|█▊        | 2914/16050 [33:36<1:59:22,  1.83it/s]
Training 1/3 epoch (loss 0.0445):  18%|█▊        | 2914/16050 [33:37<1:59:22,  1.83it/s]
Training 1/3 epoch (loss 0.0445):  18%|█▊        | 2915/16050 [33:37<1:53:49,  1.92it/s]
Training 1/3 epoch (loss 0.0080):  18%|█▊        | 2915/16050 [33:37<1:53:49,  1.92it/s]
Training 1/3 epoch (loss 0.0080):  18%|█▊        | 2916/16050 [33:37<2:07:19,  1.72it/s]
Training 1/3 epoch (loss 0.0114):  18%|█▊        | 2916/16050 [33:38<2:07:19,  1.72it/s]
Training 1/3 epoch (loss 0.0114):  18%|█▊        | 2917/16050 [33:38<2:03:45,  1.77it/s]
Training 1/3 epoch (loss 0.0146):  18%|█▊        | 2917/16050 [33:38<2:03:45,  1.77it/s]
Training 1/3 epoch (loss 0.0146):  18%|█▊        | 2918/16050 [33:38<1:56:21,  1.88it/s]
Training 1/3 epoch (loss 0.0799):  18%|█▊        | 2918/16050 [33:39<1:56:21,  1.88it/s]
Training 1/3 epoch (loss 0.0799):  18%|█▊        | 2919/16050 [33:39<1:51:58,  1.95it/s]
Training 1/3 epoch (loss 0.0092):  18%|█▊        | 2919/16050 [33:39<1:51:58,  1.95it/s]
Training 1/3 epoch (loss 0.0092):  18%|█▊        | 2920/16050 [33:39<1:41:38,  2.15it/s]
Training 1/3 epoch (loss 0.5405):  18%|█▊        | 2920/16050 [33:39<1:41:38,  2.15it/s]
Training 1/3 epoch (loss 0.5405):  18%|█▊        | 2921/16050 [33:39<1:34:49,  2.31it/s]
Training 1/3 epoch (loss 0.5261):  18%|█▊        | 2921/16050 [33:40<1:34:49,  2.31it/s]
Training 1/3 epoch (loss 0.5261):  18%|█▊        | 2922/16050 [33:40<1:49:05,  2.01it/s]
Training 1/3 epoch (loss 0.0227):  18%|█▊        | 2922/16050 [33:41<1:49:05,  2.01it/s]
Training 1/3 epoch (loss 0.0227):  18%|█▊        | 2923/16050 [33:41<2:05:52,  1.74it/s]
Training 1/3 epoch (loss 0.2150):  18%|█▊        | 2923/16050 [33:43<2:05:52,  1.74it/s]
Training 1/3 epoch (loss 0.2150):  18%|█▊        | 2924/16050 [33:43<3:56:00,  1.08s/it]
Training 1/3 epoch (loss 0.0036):  18%|█▊        | 2924/16050 [33:44<3:56:00,  1.08s/it]
Training 1/3 epoch (loss 0.0036):  18%|█▊        | 2925/16050 [33:44<3:27:47,  1.05it/s]
Training 1/3 epoch (loss 0.0102):  18%|█▊        | 2925/16050 [33:44<3:27:47,  1.05it/s]
Training 1/3 epoch (loss 0.0102):  18%|█▊        | 2926/16050 [33:44<3:11:31,  1.14it/s]
Training 1/3 epoch (loss 0.0907):  18%|█▊        | 2926/16050 [33:45<3:11:31,  1.14it/s]
Training 1/3 epoch (loss 0.0907):  18%|█▊        | 2927/16050 [33:45<2:45:17,  1.32it/s]
Training 1/3 epoch (loss 0.0039):  18%|█▊        | 2927/16050 [33:46<2:45:17,  1.32it/s]
Training 1/3 epoch (loss 0.0039):  18%|█▊        | 2928/16050 [33:46<2:35:24,  1.41it/s]
Training 1/3 epoch (loss 0.3942):  18%|█▊        | 2928/16050 [33:46<2:35:24,  1.41it/s]
Training 1/3 epoch (loss 0.3942):  18%|█▊        | 2929/16050 [33:46<2:18:57,  1.57it/s]
Training 1/3 epoch (loss 0.0209):  18%|█▊        | 2929/16050 [33:47<2:18:57,  1.57it/s]
Training 1/3 epoch (loss 0.0209):  18%|█▊        | 2930/16050 [33:47<2:53:50,  1.26it/s]
Training 1/3 epoch (loss 0.0031):  18%|█▊        | 2930/16050 [33:48<2:53:50,  1.26it/s]
Training 1/3 epoch (loss 0.0031):  18%|█▊        | 2931/16050 [33:48<2:29:12,  1.47it/s]
Training 1/3 epoch (loss 0.2942):  18%|█▊        | 2931/16050 [33:48<2:29:12,  1.47it/s]
Training 1/3 epoch (loss 0.2942):  18%|█▊        | 2932/16050 [33:48<2:17:25,  1.59it/s]
Training 1/3 epoch (loss 0.0712):  18%|█▊        | 2932/16050 [33:48<2:17:25,  1.59it/s]
Training 1/3 epoch (loss 0.0712):  18%|█▊        | 2933/16050 [33:48<2:02:11,  1.79it/s]
Training 1/3 epoch (loss 0.1277):  18%|█▊        | 2933/16050 [33:49<2:02:11,  1.79it/s]
Training 1/3 epoch (loss 0.1277):  18%|█▊        | 2934/16050 [33:49<2:04:48,  1.75it/s]
Training 1/3 epoch (loss 0.0045):  18%|█▊        | 2934/16050 [33:49<2:04:48,  1.75it/s]
Training 1/3 epoch (loss 0.0045):  18%|█▊        | 2935/16050 [33:49<1:47:03,  2.04it/s]
Training 1/3 epoch (loss 0.0498):  18%|█▊        | 2935/16050 [33:50<1:47:03,  2.04it/s]
Training 1/3 epoch (loss 0.0498):  18%|█▊        | 2936/16050 [33:50<1:55:21,  1.89it/s]
Training 1/3 epoch (loss 0.0053):  18%|█▊        | 2936/16050 [33:51<1:55:21,  1.89it/s]
Training 1/3 epoch (loss 0.0053):  18%|█▊        | 2937/16050 [33:51<1:55:56,  1.88it/s]
Training 1/3 epoch (loss 0.0032):  18%|█▊        | 2937/16050 [33:51<1:55:56,  1.88it/s]
Training 1/3 epoch (loss 0.0032):  18%|█▊        | 2938/16050 [33:51<2:07:32,  1.71it/s]
Training 1/3 epoch (loss 0.0168):  18%|█▊        | 2938/16050 [33:52<2:07:32,  1.71it/s]
Training 1/3 epoch (loss 0.0168):  18%|█▊        | 2939/16050 [33:52<2:01:05,  1.80it/s]
Training 1/3 epoch (loss 0.1067):  18%|█▊        | 2939/16050 [33:53<2:01:05,  1.80it/s]
Training 1/3 epoch (loss 0.1067):  18%|█▊        | 2940/16050 [33:53<2:17:32,  1.59it/s]
Training 1/3 epoch (loss 0.0079):  18%|█▊        | 2940/16050 [33:53<2:17:32,  1.59it/s]
Training 1/3 epoch (loss 0.0079):  18%|█▊        | 2941/16050 [33:53<2:03:28,  1.77it/s]
Training 1/3 epoch (loss 0.1232):  18%|█▊        | 2941/16050 [33:54<2:03:28,  1.77it/s]
Training 1/3 epoch (loss 0.1232):  18%|█▊        | 2942/16050 [33:54<2:05:56,  1.73it/s]
Training 1/3 epoch (loss 0.0162):  18%|█▊        | 2942/16050 [33:54<2:05:56,  1.73it/s]
Training 1/3 epoch (loss 0.0162):  18%|█▊        | 2943/16050 [33:54<1:58:42,  1.84it/s]
Training 1/3 epoch (loss 0.0918):  18%|█▊        | 2943/16050 [33:55<1:58:42,  1.84it/s]
Training 1/3 epoch (loss 0.0918):  18%|█▊        | 2944/16050 [33:55<1:57:21,  1.86it/s]
Training 1/3 epoch (loss 0.4962):  18%|█▊        | 2944/16050 [33:57<1:57:21,  1.86it/s]
Training 1/3 epoch (loss 0.4962):  18%|█▊        | 2945/16050 [33:57<4:00:22,  1.10s/it]
Training 1/3 epoch (loss 0.0252):  18%|█▊        | 2945/16050 [33:58<4:00:22,  1.10s/it]
Training 1/3 epoch (loss 0.0252):  18%|█▊        | 2946/16050 [33:58<3:29:27,  1.04it/s]
Training 1/3 epoch (loss 0.0113):  18%|█▊        | 2946/16050 [33:58<3:29:27,  1.04it/s]
Training 1/3 epoch (loss 0.0113):  18%|█▊        | 2947/16050 [33:58<3:15:04,  1.12it/s]
Training 1/3 epoch (loss 0.5075):  18%|█▊        | 2947/16050 [33:59<3:15:04,  1.12it/s]
Training 1/3 epoch (loss 0.5075):  18%|█▊        | 2948/16050 [33:59<3:00:25,  1.21it/s]
Training 1/3 epoch (loss 0.0372):  18%|█▊        | 2948/16050 [33:59<3:00:25,  1.21it/s]
Training 1/3 epoch (loss 0.0372):  18%|█▊        | 2949/16050 [33:59<2:38:11,  1.38it/s]
Training 1/3 epoch (loss 0.2460):  18%|█▊        | 2949/16050 [34:00<2:38:11,  1.38it/s]
Training 1/3 epoch (loss 0.2460):  18%|█▊        | 2950/16050 [34:00<2:21:52,  1.54it/s]
Training 1/3 epoch (loss 0.0305):  18%|█▊        | 2950/16050 [34:01<2:21:52,  1.54it/s]
Training 1/3 epoch (loss 0.0305):  18%|█▊        | 2951/16050 [34:01<2:32:42,  1.43it/s]
Training 1/3 epoch (loss 0.0166):  18%|█▊        | 2951/16050 [34:01<2:32:42,  1.43it/s]
Training 1/3 epoch (loss 0.0166):  18%|█▊        | 2952/16050 [34:01<2:24:51,  1.51it/s]
Training 1/3 epoch (loss 0.0088):  18%|█▊        | 2952/16050 [34:02<2:24:51,  1.51it/s]
Training 1/3 epoch (loss 0.0088):  18%|█▊        | 2953/16050 [34:02<2:04:40,  1.75it/s]
Training 1/3 epoch (loss 0.0443):  18%|█▊        | 2953/16050 [34:02<2:04:40,  1.75it/s]
Training 1/3 epoch (loss 0.0443):  18%|█▊        | 2954/16050 [34:02<2:03:10,  1.77it/s]
Training 1/3 epoch (loss 0.3607):  18%|█▊        | 2954/16050 [34:05<2:03:10,  1.77it/s]
Training 1/3 epoch (loss 0.3607):  18%|█▊        | 2955/16050 [34:05<4:00:39,  1.10s/it]
Training 1/3 epoch (loss 0.0326):  18%|█▊        | 2955/16050 [34:05<4:00:39,  1.10s/it]
Training 1/3 epoch (loss 0.0326):  18%|█▊        | 2956/16050 [34:05<3:40:42,  1.01s/it]
Training 1/3 epoch (loss 0.0451):  18%|█▊        | 2956/16050 [34:06<3:40:42,  1.01s/it]
Training 1/3 epoch (loss 0.0451):  18%|█▊        | 2957/16050 [34:06<3:35:25,  1.01it/s]
Training 1/3 epoch (loss 0.0774):  18%|█▊        | 2957/16050 [34:07<3:35:25,  1.01it/s]
Training 1/3 epoch (loss 0.0774):  18%|█▊        | 2958/16050 [34:07<2:58:17,  1.22it/s]
Training 1/3 epoch (loss 0.2678):  18%|█▊        | 2958/16050 [34:07<2:58:17,  1.22it/s]
Training 1/3 epoch (loss 0.2678):  18%|█▊        | 2959/16050 [34:07<2:31:38,  1.44it/s]
Training 1/3 epoch (loss 0.0925):  18%|█▊        | 2959/16050 [34:08<2:31:38,  1.44it/s]
Training 1/3 epoch (loss 0.0925):  18%|█▊        | 2960/16050 [34:08<2:42:04,  1.35it/s]
Training 1/3 epoch (loss 0.0252):  18%|█▊        | 2960/16050 [34:09<2:42:04,  1.35it/s]
Training 1/3 epoch (loss 0.0252):  18%|█▊        | 2961/16050 [34:09<2:36:16,  1.40it/s]
Training 1/3 epoch (loss 0.6131):  18%|█▊        | 2961/16050 [34:09<2:36:16,  1.40it/s]
Training 1/3 epoch (loss 0.6131):  18%|█▊        | 2962/16050 [34:09<2:35:31,  1.40it/s]
Training 1/3 epoch (loss 0.0184):  18%|█▊        | 2962/16050 [34:10<2:35:31,  1.40it/s]
Training 1/3 epoch (loss 0.0184):  18%|█▊        | 2963/16050 [34:10<2:31:36,  1.44it/s]
Training 1/3 epoch (loss 0.0532):  18%|█▊        | 2963/16050 [34:11<2:31:36,  1.44it/s]
Training 1/3 epoch (loss 0.0532):  18%|█▊        | 2964/16050 [34:11<2:22:36,  1.53it/s]
Training 1/3 epoch (loss 0.4688):  18%|█▊        | 2964/16050 [34:11<2:22:36,  1.53it/s]
Training 1/3 epoch (loss 0.4688):  18%|█▊        | 2965/16050 [34:11<2:05:09,  1.74it/s]
Training 1/3 epoch (loss 0.2693):  18%|█▊        | 2965/16050 [34:11<2:05:09,  1.74it/s]
Training 1/3 epoch (loss 0.2693):  18%|█▊        | 2966/16050 [34:11<1:50:47,  1.97it/s]
Training 1/3 epoch (loss 0.0010):  18%|█▊        | 2966/16050 [34:12<1:50:47,  1.97it/s]
Training 1/3 epoch (loss 0.0010):  18%|█▊        | 2967/16050 [34:12<1:47:54,  2.02it/s]
Training 1/3 epoch (loss 0.3999):  18%|█▊        | 2967/16050 [34:12<1:47:54,  2.02it/s]
Training 1/3 epoch (loss 0.3999):  18%|█▊        | 2968/16050 [34:12<1:55:03,  1.90it/s]
Training 1/3 epoch (loss 0.4299):  18%|█▊        | 2968/16050 [34:13<1:55:03,  1.90it/s]
Training 1/3 epoch (loss 0.4299):  18%|█▊        | 2969/16050 [34:13<1:52:46,  1.93it/s]
Training 1/3 epoch (loss 0.0192):  18%|█▊        | 2969/16050 [34:13<1:52:46,  1.93it/s]
Training 1/3 epoch (loss 0.0192):  19%|█▊        | 2970/16050 [34:13<1:46:25,  2.05it/s]
Training 1/3 epoch (loss 0.5088):  19%|█▊        | 2970/16050 [34:14<1:46:25,  2.05it/s]
Training 1/3 epoch (loss 0.5088):  19%|█▊        | 2971/16050 [34:14<1:45:46,  2.06it/s]
Training 1/3 epoch (loss 0.0978):  19%|█▊        | 2971/16050 [34:15<1:45:46,  2.06it/s]
Training 1/3 epoch (loss 0.0978):  19%|█▊        | 2972/16050 [34:15<2:08:21,  1.70it/s]
Training 1/3 epoch (loss 0.0139):  19%|█▊        | 2972/16050 [34:16<2:08:21,  1.70it/s]
Training 1/3 epoch (loss 0.0139):  19%|█▊        | 2973/16050 [34:16<2:54:06,  1.25it/s]
Training 1/3 epoch (loss 0.0145):  19%|█▊        | 2973/16050 [34:16<2:54:06,  1.25it/s]
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Training 1/3 epoch (loss 0.3630):  19%|█▊        | 2974/16050 [34:17<2:38:13,  1.38it/s]
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Training 1/3 epoch (loss 0.2294):  19%|█▊        | 2975/16050 [34:18<2:20:26,  1.55it/s]
Training 1/3 epoch (loss 0.2294):  19%|█▊        | 2976/16050 [34:18<2:18:58,  1.57it/s]
Training 1/3 epoch (loss 0.0324):  19%|█▊        | 2976/16050 [34:18<2:18:58,  1.57it/s]
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Training 1/3 epoch (loss 0.0613):  19%|█▊        | 2977/16050 [34:19<2:33:26,  1.42it/s]
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Training 1/3 epoch (loss 0.3626):  19%|█▊        | 2978/16050 [34:21<2:27:44,  1.47it/s]
Training 1/3 epoch (loss 0.3626):  19%|█▊        | 2979/16050 [34:21<4:10:24,  1.15s/it]
Training 1/3 epoch (loss 0.0078):  19%|█▊        | 2979/16050 [34:22<4:10:24,  1.15s/it]
Training 1/3 epoch (loss 0.0078):  19%|█▊        | 2980/16050 [34:22<3:34:54,  1.01it/s]
Training 1/3 epoch (loss 0.0006):  19%|█▊        | 2980/16050 [34:22<3:34:54,  1.01it/s]
Training 1/3 epoch (loss 0.0006):  19%|█▊        | 2981/16050 [34:22<3:06:00,  1.17it/s]
Training 1/3 epoch (loss 0.0236):  19%|█▊        | 2981/16050 [34:23<3:06:00,  1.17it/s]
Training 1/3 epoch (loss 0.0236):  19%|█▊        | 2982/16050 [34:23<2:45:50,  1.31it/s]
Training 1/3 epoch (loss 0.0058):  19%|█▊        | 2982/16050 [34:23<2:45:50,  1.31it/s]
Training 1/3 epoch (loss 0.0058):  19%|█▊        | 2983/16050 [34:23<2:25:29,  1.50it/s]
Training 1/3 epoch (loss 0.0566):  19%|█▊        | 2983/16050 [34:24<2:25:29,  1.50it/s]
Training 1/3 epoch (loss 0.0566):  19%|█▊        | 2984/16050 [34:24<2:11:36,  1.65it/s]
Training 1/3 epoch (loss 0.0358):  19%|█▊        | 2984/16050 [34:24<2:11:36,  1.65it/s]
Training 1/3 epoch (loss 0.0358):  19%|█▊        | 2985/16050 [34:24<2:07:04,  1.71it/s]
Training 1/3 epoch (loss 0.0057):  19%|█▊        | 2985/16050 [34:25<2:07:04,  1.71it/s]
Training 1/3 epoch (loss 0.0057):  19%|█▊        | 2986/16050 [34:25<1:59:00,  1.83it/s]
Training 1/3 epoch (loss 0.4958):  19%|█▊        | 2986/16050 [34:25<1:59:00,  1.83it/s]
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Training 1/3 epoch (loss 0.1403):  19%|█▊        | 2987/16050 [34:26<2:02:48,  1.77it/s]
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Training 1/3 epoch (loss 0.1564):  19%|█▊        | 2988/16050 [34:27<2:00:38,  1.80it/s]
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Training 1/3 epoch (loss 0.0008):  19%|█▊        | 2989/16050 [34:27<2:20:11,  1.55it/s]
Training 1/3 epoch (loss 0.0008):  19%|█▊        | 2990/16050 [34:27<2:06:10,  1.73it/s]
Training 1/3 epoch (loss 0.0961):  19%|█▊        | 2990/16050 [34:28<2:06:10,  1.73it/s]
Training 1/3 epoch (loss 0.0961):  19%|█▊        | 2991/16050 [34:28<2:08:23,  1.70it/s]
Training 1/3 epoch (loss 0.0702):  19%|█▊        | 2991/16050 [34:29<2:08:23,  1.70it/s]
Training 1/3 epoch (loss 0.0702):  19%|█▊        | 2992/16050 [34:29<2:12:56,  1.64it/s]
Training 1/3 epoch (loss 0.0165):  19%|█▊        | 2992/16050 [34:29<2:12:56,  1.64it/s]
Training 1/3 epoch (loss 0.0165):  19%|█▊        | 2993/16050 [34:29<1:55:57,  1.88it/s]
Training 1/3 epoch (loss 0.0745):  19%|█▊        | 2993/16050 [34:30<1:55:57,  1.88it/s]
Training 1/3 epoch (loss 0.0745):  19%|█▊        | 2994/16050 [34:30<2:42:08,  1.34it/s]
Training 1/3 epoch (loss 0.0283):  19%|█▊        | 2994/16050 [34:31<2:42:08,  1.34it/s]
Training 1/3 epoch (loss 0.0283):  19%|█▊        | 2995/16050 [34:31<2:47:47,  1.30it/s]
Training 1/3 epoch (loss 0.1251):  19%|█▊        | 2995/16050 [34:32<2:47:47,  1.30it/s]
Training 1/3 epoch (loss 0.1251):  19%|█▊        | 2996/16050 [34:32<2:36:13,  1.39it/s]
Training 1/3 epoch (loss 0.5943):  19%|█▊        | 2996/16050 [34:32<2:36:13,  1.39it/s]
Training 1/3 epoch (loss 0.5943):  19%|█▊        | 2997/16050 [34:32<2:42:39,  1.34it/s]
Training 1/3 epoch (loss 0.9535):  19%|█▊        | 2997/16050 [34:33<2:42:39,  1.34it/s]
Training 1/3 epoch (loss 0.9535):  19%|█▊        | 2998/16050 [34:33<2:20:06,  1.55it/s]
Training 1/3 epoch (loss 0.0056):  19%|█▊        | 2998/16050 [34:33<2:20:06,  1.55it/s]
Training 1/3 epoch (loss 0.0056):  19%|█▊        | 2999/16050 [34:33<2:04:45,  1.74it/s]
Training 1/3 epoch (loss 0.6306):  19%|█▊        | 2999/16050 [34:34<2:04:45,  1.74it/s]
Training 1/3 epoch (loss 0.6306):  19%|█▊        | 3000/16050 [34:34<1:47:23,  2.03it/s]
Training 1/3 epoch (loss 0.8461):  19%|█▊        | 3000/16050 [34:34<1:47:23,  2.03it/s]
Training 1/3 epoch (loss 0.8461):  19%|█▊        | 3001/16050 [34:34<1:53:54,  1.91it/s]
Training 1/3 epoch (loss 0.3514):  19%|█▊        | 3001/16050 [34:35<1:53:54,  1.91it/s]
Training 1/3 epoch (loss 0.3514):  19%|█▊        | 3002/16050 [34:35<1:48:54,  2.00it/s]
Training 1/3 epoch (loss 0.2278):  19%|█▊        | 3002/16050 [34:35<1:48:54,  2.00it/s]
Training 1/3 epoch (loss 0.2278):  19%|█▊        | 3003/16050 [34:35<2:00:00,  1.81it/s]
Training 1/3 epoch (loss 0.2631):  19%|█▊        | 3003/16050 [34:36<2:00:00,  1.81it/s]
Training 1/3 epoch (loss 0.2631):  19%|█▊        | 3004/16050 [34:36<2:04:25,  1.75it/s]
Training 1/3 epoch (loss 0.0020):  19%|█▊        | 3004/16050 [34:36<2:04:25,  1.75it/s]
Training 1/3 epoch (loss 0.0020):  19%|█▊        | 3005/16050 [34:36<1:54:04,  1.91it/s]
Training 1/3 epoch (loss 0.0592):  19%|█▊        | 3005/16050 [34:37<1:54:04,  1.91it/s]
Training 1/3 epoch (loss 0.0592):  19%|█▊        | 3006/16050 [34:37<2:03:14,  1.76it/s]
Training 1/3 epoch (loss 0.0496):  19%|█▊        | 3006/16050 [34:38<2:03:14,  1.76it/s]
Training 1/3 epoch (loss 0.0496):  19%|█▊        | 3007/16050 [34:38<2:09:07,  1.68it/s]
Training 1/3 epoch (loss 0.2329):  19%|█▊        | 3007/16050 [34:38<2:09:07,  1.68it/s]
Training 1/3 epoch (loss 0.2329):  19%|█▊        | 3008/16050 [34:38<1:57:02,  1.86it/s]
Training 1/3 epoch (loss 0.1097):  19%|█▊        | 3008/16050 [34:39<1:57:02,  1.86it/s]
Training 1/3 epoch (loss 0.1097):  19%|█▊        | 3009/16050 [34:39<2:00:10,  1.81it/s]
Training 1/3 epoch (loss 0.0507):  19%|█▊        | 3009/16050 [34:39<2:00:10,  1.81it/s]
Training 1/3 epoch (loss 0.0507):  19%|█▉        | 3010/16050 [34:39<2:02:35,  1.77it/s]
Training 1/3 epoch (loss 0.0039):  19%|█▉        | 3010/16050 [34:40<2:02:35,  1.77it/s]
Training 1/3 epoch (loss 0.0039):  19%|█▉        | 3011/16050 [34:40<1:57:32,  1.85it/s]
Training 1/3 epoch (loss 0.0913):  19%|█▉        | 3011/16050 [34:40<1:57:32,  1.85it/s]
Training 1/3 epoch (loss 0.0913):  19%|█▉        | 3012/16050 [34:40<1:57:10,  1.85it/s]
Training 1/3 epoch (loss 0.1570):  19%|█▉        | 3012/16050 [34:41<1:57:10,  1.85it/s]
Training 1/3 epoch (loss 0.1570):  19%|█▉        | 3013/16050 [34:41<1:50:52,  1.96it/s]
Training 1/3 epoch (loss 0.0049):  19%|█▉        | 3013/16050 [34:41<1:50:52,  1.96it/s]
Training 1/3 epoch (loss 0.0049):  19%|█▉        | 3014/16050 [34:41<1:43:22,  2.10it/s]
Training 1/3 epoch (loss 0.0267):  19%|█▉        | 3014/16050 [34:42<1:43:22,  2.10it/s]
Training 1/3 epoch (loss 0.0267):  19%|█▉        | 3015/16050 [34:42<1:53:41,  1.91it/s]
Training 1/3 epoch (loss 0.0061):  19%|█▉        | 3015/16050 [34:42<1:53:41,  1.91it/s]
Training 1/3 epoch (loss 0.0061):  19%|█▉        | 3016/16050 [34:42<1:52:56,  1.92it/s]
Training 1/3 epoch (loss 0.0670):  19%|█▉        | 3016/16050 [34:43<1:52:56,  1.92it/s]
Training 1/3 epoch (loss 0.0670):  19%|█▉        | 3017/16050 [34:43<1:52:36,  1.93it/s]
Training 1/3 epoch (loss 0.0014):  19%|█▉        | 3017/16050 [34:43<1:52:36,  1.93it/s]
Training 1/3 epoch (loss 0.0014):  19%|█▉        | 3018/16050 [34:43<1:48:02,  2.01it/s]
Training 1/3 epoch (loss 0.4868):  19%|█▉        | 3018/16050 [34:45<1:48:02,  2.01it/s]
Training 1/3 epoch (loss 0.4868):  19%|█▉        | 3019/16050 [34:45<2:59:04,  1.21it/s]
Training 1/3 epoch (loss 0.0426):  19%|█▉        | 3019/16050 [34:45<2:59:04,  1.21it/s]
Training 1/3 epoch (loss 0.0426):  19%|█▉        | 3020/16050 [34:45<2:41:23,  1.35it/s]
Training 1/3 epoch (loss 0.3641):  19%|█▉        | 3020/16050 [34:46<2:41:23,  1.35it/s]
Training 1/3 epoch (loss 0.3641):  19%|█▉        | 3021/16050 [34:46<2:18:38,  1.57it/s]
Training 1/3 epoch (loss 0.0386):  19%|█▉        | 3021/16050 [34:46<2:18:38,  1.57it/s]
Training 1/3 epoch (loss 0.0386):  19%|█▉        | 3022/16050 [34:46<2:07:42,  1.70it/s]
Training 1/3 epoch (loss 0.0220):  19%|█▉        | 3022/16050 [34:47<2:07:42,  1.70it/s]
Training 1/3 epoch (loss 0.0220):  19%|█▉        | 3023/16050 [34:47<1:55:44,  1.88it/s]
Training 1/3 epoch (loss 0.0361):  19%|█▉        | 3023/16050 [34:47<1:55:44,  1.88it/s]
Training 1/3 epoch (loss 0.0361):  19%|█▉        | 3024/16050 [34:47<2:11:23,  1.65it/s]
Training 1/3 epoch (loss 0.0562):  19%|█▉        | 3024/16050 [34:48<2:11:23,  1.65it/s]
Training 1/3 epoch (loss 0.0562):  19%|█▉        | 3025/16050 [34:48<2:23:28,  1.51it/s]
Training 1/3 epoch (loss 0.0608):  19%|█▉        | 3025/16050 [34:49<2:23:28,  1.51it/s]
Training 1/3 epoch (loss 0.0608):  19%|█▉        | 3026/16050 [34:49<2:10:33,  1.66it/s]
Training 1/3 epoch (loss 0.0405):  19%|█▉        | 3026/16050 [34:49<2:10:33,  1.66it/s]
Training 1/3 epoch (loss 0.0405):  19%|█▉        | 3027/16050 [34:49<2:18:09,  1.57it/s]
Training 1/3 epoch (loss 0.2265):  19%|█▉        | 3027/16050 [34:50<2:18:09,  1.57it/s]
Training 1/3 epoch (loss 0.2265):  19%|█▉        | 3028/16050 [34:50<2:08:28,  1.69it/s]
Training 1/3 epoch (loss 0.0105):  19%|█▉        | 3028/16050 [34:51<2:08:28,  1.69it/s]
Training 1/3 epoch (loss 0.0105):  19%|█▉        | 3029/16050 [34:51<2:24:01,  1.51it/s]
Training 1/3 epoch (loss 0.0554):  19%|█▉        | 3029/16050 [34:51<2:24:01,  1.51it/s]
Training 1/3 epoch (loss 0.0554):  19%|█▉        | 3030/16050 [34:51<2:31:48,  1.43it/s]
Training 1/3 epoch (loss 0.0612):  19%|█▉        | 3030/16050 [34:52<2:31:48,  1.43it/s]
Training 1/3 epoch (loss 0.0612):  19%|█▉        | 3031/16050 [34:52<2:32:25,  1.42it/s]
Training 1/3 epoch (loss 0.0367):  19%|█▉        | 3031/16050 [34:53<2:32:25,  1.42it/s]
Training 1/3 epoch (loss 0.0367):  19%|█▉        | 3032/16050 [34:53<2:22:32,  1.52it/s]
Training 1/3 epoch (loss 0.0062):  19%|█▉        | 3032/16050 [34:53<2:22:32,  1.52it/s]
Training 1/3 epoch (loss 0.0062):  19%|█▉        | 3033/16050 [34:53<2:10:51,  1.66it/s]
Training 1/3 epoch (loss 0.0025):  19%|█▉        | 3033/16050 [34:54<2:10:51,  1.66it/s]
Training 1/3 epoch (loss 0.0025):  19%|█▉        | 3034/16050 [34:54<2:01:53,  1.78it/s]
Training 1/3 epoch (loss 0.2482):  19%|█▉        | 3034/16050 [34:54<2:01:53,  1.78it/s]
Training 1/3 epoch (loss 0.2482):  19%|█▉        | 3035/16050 [34:54<1:58:41,  1.83it/s]
Training 1/3 epoch (loss 0.0179):  19%|█▉        | 3035/16050 [34:55<1:58:41,  1.83it/s]
Training 1/3 epoch (loss 0.0179):  19%|█▉        | 3036/16050 [34:55<1:50:48,  1.96it/s]
Training 1/3 epoch (loss 0.0559):  19%|█▉        | 3036/16050 [34:55<1:50:48,  1.96it/s]
Training 1/3 epoch (loss 0.0559):  19%|█▉        | 3037/16050 [34:55<1:56:30,  1.86it/s]
Training 1/3 epoch (loss 0.5054):  19%|█▉        | 3037/16050 [34:56<1:56:30,  1.86it/s]
Training 1/3 epoch (loss 0.5054):  19%|█▉        | 3038/16050 [34:56<1:59:30,  1.81it/s]
Training 1/3 epoch (loss 0.0230):  19%|█▉        | 3038/16050 [34:57<1:59:30,  1.81it/s]
Training 1/3 epoch (loss 0.0230):  19%|█▉        | 3039/16050 [34:57<2:33:39,  1.41it/s]
Training 1/3 epoch (loss 0.4538):  19%|█▉        | 3039/16050 [34:57<2:33:39,  1.41it/s]
Training 1/3 epoch (loss 0.4538):  19%|█▉        | 3040/16050 [34:57<2:29:52,  1.45it/s]
Training 1/3 epoch (loss 0.0071):  19%|█▉        | 3040/16050 [34:58<2:29:52,  1.45it/s]
Training 1/3 epoch (loss 0.0071):  19%|█▉        | 3041/16050 [34:58<2:11:05,  1.65it/s]
Training 1/3 epoch (loss 0.0986):  19%|█▉        | 3041/16050 [34:59<2:11:05,  1.65it/s]
Training 1/3 epoch (loss 0.0986):  19%|█▉        | 3042/16050 [34:59<2:24:17,  1.50it/s]
Training 1/3 epoch (loss 0.0433):  19%|█▉        | 3042/16050 [34:59<2:24:17,  1.50it/s]
Training 1/3 epoch (loss 0.0433):  19%|█▉        | 3043/16050 [34:59<2:11:50,  1.64it/s]
Training 1/3 epoch (loss 0.0059):  19%|█▉        | 3043/16050 [35:00<2:11:50,  1.64it/s]
Training 1/3 epoch (loss 0.0059):  19%|█▉        | 3044/16050 [35:00<2:02:36,  1.77it/s]
Training 1/3 epoch (loss 0.3419):  19%|█▉        | 3044/16050 [35:00<2:02:36,  1.77it/s]
Training 1/3 epoch (loss 0.3419):  19%|█▉        | 3045/16050 [35:00<1:46:27,  2.04it/s]
Training 1/3 epoch (loss 0.0408):  19%|█▉        | 3045/16050 [35:01<1:46:27,  2.04it/s]
Training 1/3 epoch (loss 0.0408):  19%|█▉        | 3046/16050 [35:01<1:54:17,  1.90it/s]
Training 1/3 epoch (loss 0.0019):  19%|█▉        | 3046/16050 [35:01<1:54:17,  1.90it/s]
Training 1/3 epoch (loss 0.0019):  19%|█▉        | 3047/16050 [35:01<1:54:12,  1.90it/s]
Training 1/3 epoch (loss 0.1519):  19%|█▉        | 3047/16050 [35:02<1:54:12,  1.90it/s]
Training 1/3 epoch (loss 0.1519):  19%|█▉        | 3048/16050 [35:02<1:57:41,  1.84it/s]
Training 1/3 epoch (loss 0.0040):  19%|█▉        | 3048/16050 [35:02<1:57:41,  1.84it/s]
Training 1/3 epoch (loss 0.0040):  19%|█▉        | 3049/16050 [35:02<2:07:55,  1.69it/s]
Training 1/3 epoch (loss 0.0036):  19%|█▉        | 3049/16050 [35:03<2:07:55,  1.69it/s]
Training 1/3 epoch (loss 0.0036):  19%|█▉        | 3050/16050 [35:03<1:56:31,  1.86it/s]
Training 1/3 epoch (loss 0.1961):  19%|█▉        | 3050/16050 [35:05<1:56:31,  1.86it/s]
Training 1/3 epoch (loss 0.1961):  19%|█▉        | 3051/16050 [35:05<3:54:46,  1.08s/it]
Training 1/3 epoch (loss 0.5187):  19%|█▉        | 3051/16050 [35:05<3:54:46,  1.08s/it]
Training 1/3 epoch (loss 0.5187):  19%|█▉        | 3052/16050 [35:05<3:07:39,  1.15it/s]
Training 1/3 epoch (loss 0.1078):  19%|█▉        | 3052/16050 [35:06<3:07:39,  1.15it/s]
Training 1/3 epoch (loss 0.1078):  19%|█▉        | 3053/16050 [35:06<2:51:36,  1.26it/s]
Training 1/3 epoch (loss 0.3175):  19%|█▉        | 3053/16050 [35:07<2:51:36,  1.26it/s]
Training 1/3 epoch (loss 0.3175):  19%|█▉        | 3054/16050 [35:07<2:35:08,  1.40it/s]
Training 1/3 epoch (loss 0.1766):  19%|█▉        | 3054/16050 [35:07<2:35:08,  1.40it/s]
Training 1/3 epoch (loss 0.1766):  19%|█▉        | 3055/16050 [35:07<2:18:45,  1.56it/s]
Training 1/3 epoch (loss 0.0041):  19%|█▉        | 3055/16050 [35:08<2:18:45,  1.56it/s]
Training 1/3 epoch (loss 0.0041):  19%|█▉        | 3056/16050 [35:08<2:17:15,  1.58it/s]
Training 1/3 epoch (loss 0.0107):  19%|█▉        | 3056/16050 [35:09<2:17:15,  1.58it/s]
Training 1/3 epoch (loss 0.0107):  19%|█▉        | 3057/16050 [35:09<3:08:57,  1.15it/s]
Training 1/3 epoch (loss 0.0269):  19%|█▉        | 3057/16050 [35:10<3:08:57,  1.15it/s]
Training 1/3 epoch (loss 0.0269):  19%|█▉        | 3058/16050 [35:10<2:35:51,  1.39it/s]
Training 1/3 epoch (loss 0.0054):  19%|█▉        | 3058/16050 [35:10<2:35:51,  1.39it/s]
Training 1/3 epoch (loss 0.0054):  19%|█▉        | 3059/16050 [35:10<2:29:43,  1.45it/s]
Training 1/3 epoch (loss 0.0404):  19%|█▉        | 3059/16050 [35:11<2:29:43,  1.45it/s]
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Training 1/3 epoch (loss 0.0140):  19%|█▉        | 3061/16050 [35:12<2:26:32,  1.48it/s]
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Training 1/3 epoch (loss 0.0070):  19%|█▉        | 3062/16050 [35:12<2:09:45,  1.67it/s]
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Training 1/3 epoch (loss 0.0128):  19%|█▉        | 3063/16050 [35:13<2:10:04,  1.66it/s]
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Training 1/3 epoch (loss 0.4094):  19%|█▉        | 3065/16050 [35:14<2:12:04,  1.64it/s]
Training 1/3 epoch (loss 0.4094):  19%|█▉        | 3066/16050 [35:14<2:01:35,  1.78it/s]
Training 1/3 epoch (loss 0.0012):  19%|█▉        | 3066/16050 [35:15<2:01:35,  1.78it/s]
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Training 1/3 epoch (loss 0.0077):  19%|█▉        | 3067/16050 [35:15<1:50:19,  1.96it/s]
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Training 1/3 epoch (loss 0.0009):  19%|█▉        | 3068/16050 [35:16<2:07:46,  1.69it/s]
Training 1/3 epoch (loss 0.0009):  19%|█▉        | 3069/16050 [35:16<1:59:29,  1.81it/s]
Training 1/3 epoch (loss 0.5418):  19%|█▉        | 3069/16050 [35:16<1:59:29,  1.81it/s]
Training 1/3 epoch (loss 0.5418):  19%|█▉        | 3070/16050 [35:16<2:06:40,  1.71it/s]
Training 1/3 epoch (loss 0.1204):  19%|█▉        | 3070/16050 [35:17<2:06:40,  1.71it/s]
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Training 1/3 epoch (loss 0.0035):  19%|█▉        | 3071/16050 [35:18<2:09:00,  1.68it/s]
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Training 1/3 epoch (loss 0.0186):  19%|█▉        | 3072/16050 [35:18<2:13:39,  1.62it/s]
Training 1/3 epoch (loss 0.0186):  19%|█▉        | 3073/16050 [35:18<2:10:29,  1.66it/s]
Training 1/3 epoch (loss 0.0142):  19%|█▉        | 3073/16050 [35:19<2:10:29,  1.66it/s]
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Training 1/3 epoch (loss 0.4333):  19%|█▉        | 3075/16050 [35:20<2:00:26,  1.80it/s]
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Training 1/3 epoch (loss 0.0046):  19%|█▉        | 3077/16050 [35:21<1:48:28,  1.99it/s]
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Training 1/3 epoch (loss 0.4081):  19%|█▉        | 3078/16050 [35:21<1:45:26,  2.05it/s]
Training 1/3 epoch (loss 0.4081):  19%|█▉        | 3079/16050 [35:21<1:33:33,  2.31it/s]
Training 1/3 epoch (loss 0.4455):  19%|█▉        | 3079/16050 [35:22<1:33:33,  2.31it/s]
Training 1/3 epoch (loss 0.4455):  19%|█▉        | 3080/16050 [35:22<1:44:31,  2.07it/s]
Training 1/3 epoch (loss 0.0009):  19%|█▉        | 3080/16050 [35:22<1:44:31,  2.07it/s]
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Training 1/3 epoch (loss 0.4191):  19%|█▉        | 3081/16050 [35:23<1:40:03,  2.16it/s]
Training 1/3 epoch (loss 0.4191):  19%|█▉        | 3082/16050 [35:23<1:57:03,  1.85it/s]
Training 1/3 epoch (loss 0.0002):  19%|█▉        | 3082/16050 [35:23<1:57:03,  1.85it/s]
Training 1/3 epoch (loss 0.0002):  19%|█▉        | 3083/16050 [35:23<1:49:13,  1.98it/s]
Training 1/3 epoch (loss 0.0025):  19%|█▉        | 3083/16050 [35:24<1:49:13,  1.98it/s]
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Training 1/3 epoch (loss 0.0827):  19%|█▉        | 3085/16050 [35:25<2:01:04,  1.78it/s]
Training 1/3 epoch (loss 0.0827):  19%|█▉        | 3086/16050 [35:25<1:51:36,  1.94it/s]
Training 1/3 epoch (loss 0.0009):  19%|█▉        | 3086/16050 [35:25<1:51:36,  1.94it/s]
Training 1/3 epoch (loss 0.0009):  19%|█▉        | 3087/16050 [35:25<1:44:32,  2.07it/s]
Training 1/3 epoch (loss 0.0222):  19%|█▉        | 3087/16050 [35:26<1:44:32,  2.07it/s]
Training 1/3 epoch (loss 0.0222):  19%|█▉        | 3088/16050 [35:26<1:40:19,  2.15it/s]
Training 1/3 epoch (loss 0.0721):  19%|█▉        | 3088/16050 [35:26<1:40:19,  2.15it/s]
Training 1/3 epoch (loss 0.0721):  19%|█▉        | 3089/16050 [35:26<1:56:12,  1.86it/s]
Training 1/3 epoch (loss 0.0933):  19%|█▉        | 3089/16050 [35:27<1:56:12,  1.86it/s]
Training 1/3 epoch (loss 0.0933):  19%|█▉        | 3090/16050 [35:27<1:47:16,  2.01it/s]
Training 1/3 epoch (loss 0.0085):  19%|█▉        | 3090/16050 [35:27<1:47:16,  2.01it/s]
Training 1/3 epoch (loss 0.0085):  19%|█▉        | 3091/16050 [35:27<1:41:38,  2.12it/s]
Training 1/3 epoch (loss 0.1224):  19%|█▉        | 3091/16050 [35:28<1:41:38,  2.12it/s]
Training 1/3 epoch (loss 0.1224):  19%|█▉        | 3092/16050 [35:28<1:38:02,  2.20it/s]
Training 1/3 epoch (loss 0.0003):  19%|█▉        | 3092/16050 [35:28<1:38:02,  2.20it/s]
Training 1/3 epoch (loss 0.0003):  19%|█▉        | 3093/16050 [35:28<1:34:34,  2.28it/s]
Training 1/3 epoch (loss 0.1210):  19%|█▉        | 3093/16050 [35:28<1:34:34,  2.28it/s]
Training 1/3 epoch (loss 0.1210):  19%|█▉        | 3094/16050 [35:28<1:25:00,  2.54it/s]
Training 1/3 epoch (loss 0.1288):  19%|█▉        | 3094/16050 [35:29<1:25:00,  2.54it/s]
Training 1/3 epoch (loss 0.1288):  19%|█▉        | 3095/16050 [35:29<1:30:27,  2.39it/s]
Training 1/3 epoch (loss 0.0022):  19%|█▉        | 3095/16050 [35:29<1:30:27,  2.39it/s]
Training 1/3 epoch (loss 0.0022):  19%|█▉        | 3096/16050 [35:29<1:38:39,  2.19it/s]
Training 1/3 epoch (loss 0.0039):  19%|█▉        | 3096/16050 [35:30<1:38:39,  2.19it/s]
Training 1/3 epoch (loss 0.0039):  19%|█▉        | 3097/16050 [35:30<1:36:19,  2.24it/s]
Training 1/3 epoch (loss 0.5840):  19%|█▉        | 3097/16050 [35:30<1:36:19,  2.24it/s]
Training 1/3 epoch (loss 0.5840):  19%|█▉        | 3098/16050 [35:30<1:31:24,  2.36it/s]
Training 1/3 epoch (loss 0.6014):  19%|█▉        | 3098/16050 [35:31<1:31:24,  2.36it/s]
Training 1/3 epoch (loss 0.6014):  19%|█▉        | 3099/16050 [35:31<1:38:04,  2.20it/s]
Training 1/3 epoch (loss 0.1521):  19%|█▉        | 3099/16050 [35:32<1:38:04,  2.20it/s]
Training 1/3 epoch (loss 0.1521):  19%|█▉        | 3100/16050 [35:32<2:37:24,  1.37it/s]
Training 1/3 epoch (loss 0.4099):  19%|█▉        | 3100/16050 [35:32<2:37:24,  1.37it/s]
Training 1/3 epoch (loss 0.4099):  19%|█▉        | 3101/16050 [35:32<2:12:46,  1.63it/s]
Training 1/3 epoch (loss 0.2314):  19%|█▉        | 3101/16050 [35:35<2:12:46,  1.63it/s]
Training 1/3 epoch (loss 0.2314):  19%|█▉        | 3102/16050 [35:35<3:58:26,  1.10s/it]
Training 1/3 epoch (loss 0.2064):  19%|█▉        | 3102/16050 [35:35<3:58:26,  1.10s/it]
Training 1/3 epoch (loss 0.2064):  19%|█▉        | 3103/16050 [35:35<3:26:29,  1.05it/s]
Training 1/3 epoch (loss 0.5855):  19%|█▉        | 3103/16050 [35:36<3:26:29,  1.05it/s]
Training 1/3 epoch (loss 0.5855):  19%|█▉        | 3104/16050 [35:36<2:48:21,  1.28it/s]
Training 1/3 epoch (loss 0.6181):  19%|█▉        | 3104/16050 [35:36<2:48:21,  1.28it/s]
Training 1/3 epoch (loss 0.6181):  19%|█▉        | 3105/16050 [35:36<2:17:55,  1.56it/s]
Training 1/3 epoch (loss 0.0032):  19%|█▉        | 3105/16050 [35:36<2:17:55,  1.56it/s]
Training 1/3 epoch (loss 0.0032):  19%|█▉        | 3106/16050 [35:36<2:14:27,  1.60it/s]
Training 1/3 epoch (loss 0.3410):  19%|█▉        | 3106/16050 [35:39<2:14:27,  1.60it/s]
Training 1/3 epoch (loss 0.3410):  19%|█▉        | 3107/16050 [35:39<3:58:19,  1.10s/it]
Training 1/3 epoch (loss 0.0858):  19%|█▉        | 3107/16050 [35:39<3:58:19,  1.10s/it]
Training 1/3 epoch (loss 0.0858):  19%|█▉        | 3108/16050 [35:39<3:36:08,  1.00s/it]
Training 1/3 epoch (loss 0.1012):  19%|█▉        | 3108/16050 [35:40<3:36:08,  1.00s/it]
Training 1/3 epoch (loss 0.1012):  19%|█▉        | 3109/16050 [35:40<3:14:43,  1.11it/s]
Training 1/3 epoch (loss 0.0613):  19%|█▉        | 3109/16050 [35:41<3:14:43,  1.11it/s]
Training 1/3 epoch (loss 0.0613):  19%|█▉        | 3110/16050 [35:41<2:51:52,  1.25it/s]
Training 1/3 epoch (loss 0.1865):  19%|█▉        | 3110/16050 [35:41<2:51:52,  1.25it/s]
Training 1/3 epoch (loss 0.1865):  19%|█▉        | 3111/16050 [35:41<2:23:03,  1.51it/s]
Training 1/3 epoch (loss 0.0014):  19%|█▉        | 3111/16050 [35:42<2:23:03,  1.51it/s]
Training 1/3 epoch (loss 0.0014):  19%|█▉        | 3112/16050 [35:42<2:19:46,  1.54it/s]
Training 1/3 epoch (loss 0.6522):  19%|█▉        | 3112/16050 [35:42<2:19:46,  1.54it/s]
Training 1/3 epoch (loss 0.6522):  19%|█▉        | 3113/16050 [35:42<1:58:13,  1.82it/s]
Training 1/3 epoch (loss 0.0106):  19%|█▉        | 3113/16050 [35:43<1:58:13,  1.82it/s]
Training 1/3 epoch (loss 0.0106):  19%|█▉        | 3114/16050 [35:43<2:17:17,  1.57it/s]
Training 1/3 epoch (loss 0.0012):  19%|█▉        | 3114/16050 [35:43<2:17:17,  1.57it/s]
Training 1/3 epoch (loss 0.0012):  19%|█▉        | 3115/16050 [35:43<2:02:14,  1.76it/s]
Training 1/3 epoch (loss 0.2343):  19%|█▉        | 3115/16050 [35:44<2:02:14,  1.76it/s]
Training 1/3 epoch (loss 0.2343):  19%|█▉        | 3116/16050 [35:44<1:52:20,  1.92it/s]
Training 1/3 epoch (loss 0.0532):  19%|█▉        | 3116/16050 [35:44<1:52:20,  1.92it/s]
Training 1/3 epoch (loss 0.0532):  19%|█▉        | 3117/16050 [35:44<1:58:52,  1.81it/s]
Training 1/3 epoch (loss 0.0061):  19%|█▉        | 3117/16050 [35:45<1:58:52,  1.81it/s]
Training 1/3 epoch (loss 0.0061):  19%|█▉        | 3118/16050 [35:45<2:08:31,  1.68it/s]
Training 1/3 epoch (loss 0.0055):  19%|█▉        | 3118/16050 [35:46<2:08:31,  1.68it/s]
Training 1/3 epoch (loss 0.0055):  19%|█▉        | 3119/16050 [35:46<2:09:44,  1.66it/s]
Training 1/3 epoch (loss 0.0662):  19%|█▉        | 3119/16050 [35:46<2:09:44,  1.66it/s]
Training 1/3 epoch (loss 0.0662):  19%|█▉        | 3120/16050 [35:46<2:25:15,  1.48it/s]
Training 1/3 epoch (loss 0.0085):  19%|█▉        | 3120/16050 [35:47<2:25:15,  1.48it/s]
Training 1/3 epoch (loss 0.0085):  19%|█▉        | 3121/16050 [35:47<2:11:25,  1.64it/s]
Training 1/3 epoch (loss 0.3147):  19%|█▉        | 3121/16050 [35:47<2:11:25,  1.64it/s]
Training 1/3 epoch (loss 0.3147):  19%|█▉        | 3122/16050 [35:47<1:55:54,  1.86it/s]
Training 1/3 epoch (loss 0.0125):  19%|█▉        | 3122/16050 [35:48<1:55:54,  1.86it/s]
Training 1/3 epoch (loss 0.0125):  19%|█▉        | 3123/16050 [35:48<1:46:54,  2.02it/s]
Training 1/3 epoch (loss 0.0179):  19%|█▉        | 3123/16050 [35:48<1:46:54,  2.02it/s]
Training 1/3 epoch (loss 0.0179):  19%|█▉        | 3124/16050 [35:48<1:41:32,  2.12it/s]
Training 1/3 epoch (loss 0.0411):  19%|█▉        | 3124/16050 [35:49<1:41:32,  2.12it/s]
Training 1/3 epoch (loss 0.0411):  19%|█▉        | 3125/16050 [35:49<1:46:27,  2.02it/s]
Training 1/3 epoch (loss 0.0322):  19%|█▉        | 3125/16050 [35:49<1:46:27,  2.02it/s]
Training 1/3 epoch (loss 0.0322):  19%|█▉        | 3126/16050 [35:49<1:37:57,  2.20it/s]
Training 1/3 epoch (loss 0.1411):  19%|█▉        | 3126/16050 [35:49<1:37:57,  2.20it/s]
Training 1/3 epoch (loss 0.1411):  19%|█▉        | 3127/16050 [35:49<1:36:32,  2.23it/s]
Training 1/3 epoch (loss 0.0152):  19%|█▉        | 3127/16050 [35:50<1:36:32,  2.23it/s]
Training 1/3 epoch (loss 0.0152):  19%|█▉        | 3128/16050 [35:50<2:03:31,  1.74it/s]
Training 1/3 epoch (loss 0.0610):  19%|█▉        | 3128/16050 [35:51<2:03:31,  1.74it/s]
Training 1/3 epoch (loss 0.0610):  19%|█▉        | 3129/16050 [35:51<2:11:07,  1.64it/s]
Training 1/3 epoch (loss 0.0256):  19%|█▉        | 3129/16050 [35:52<2:11:07,  1.64it/s]
Training 1/3 epoch (loss 0.0256):  20%|█▉        | 3130/16050 [35:52<2:07:31,  1.69it/s]
Training 1/3 epoch (loss 0.6710):  20%|█▉        | 3130/16050 [35:52<2:07:31,  1.69it/s]
Training 1/3 epoch (loss 0.6710):  20%|█▉        | 3131/16050 [35:52<2:04:07,  1.73it/s]
Training 1/3 epoch (loss 0.0133):  20%|█▉        | 3131/16050 [35:53<2:04:07,  1.73it/s]
Training 1/3 epoch (loss 0.0133):  20%|█▉        | 3132/16050 [35:53<2:00:33,  1.79it/s]
Training 1/3 epoch (loss 0.0485):  20%|█▉        | 3132/16050 [35:53<2:00:33,  1.79it/s]
Training 1/3 epoch (loss 0.0485):  20%|█▉        | 3133/16050 [35:53<1:53:44,  1.89it/s]
Training 1/3 epoch (loss 0.4901):  20%|█▉        | 3133/16050 [35:53<1:53:44,  1.89it/s]
Training 1/3 epoch (loss 0.4901):  20%|█▉        | 3134/16050 [35:53<1:44:56,  2.05it/s]
Training 1/3 epoch (loss 0.0138):  20%|█▉        | 3134/16050 [35:54<1:44:56,  2.05it/s]
Training 1/3 epoch (loss 0.0138):  20%|█▉        | 3135/16050 [35:54<1:51:15,  1.93it/s]
Training 1/3 epoch (loss 0.0032):  20%|█▉        | 3135/16050 [35:54<1:51:15,  1.93it/s]
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Training 1/3 epoch (loss 0.3681):  20%|█▉        | 3136/16050 [35:55<1:47:14,  2.01it/s]
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Training 1/3 epoch (loss 0.1106):  20%|█▉        | 3137/16050 [35:56<1:45:04,  2.05it/s]
Training 1/3 epoch (loss 0.1106):  20%|█▉        | 3138/16050 [35:56<1:54:14,  1.88it/s]
Training 1/3 epoch (loss 0.0110):  20%|█▉        | 3138/16050 [35:56<1:54:14,  1.88it/s]
Training 1/3 epoch (loss 0.0110):  20%|█▉        | 3139/16050 [35:56<1:53:41,  1.89it/s]
Training 1/3 epoch (loss 0.1790):  20%|█▉        | 3139/16050 [35:57<1:53:41,  1.89it/s]
Training 1/3 epoch (loss 0.1790):  20%|█▉        | 3140/16050 [35:57<1:53:52,  1.89it/s]
Training 1/3 epoch (loss 0.0827):  20%|█▉        | 3140/16050 [35:57<1:53:52,  1.89it/s]
Training 1/3 epoch (loss 0.0827):  20%|█▉        | 3141/16050 [35:57<1:48:58,  1.97it/s]
Training 1/3 epoch (loss 0.0086):  20%|█▉        | 3141/16050 [35:58<1:48:58,  1.97it/s]
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Training 1/3 epoch (loss 0.0916):  20%|█▉        | 3142/16050 [35:58<1:59:25,  1.80it/s]
Training 1/3 epoch (loss 0.0916):  20%|█▉        | 3143/16050 [35:58<2:04:44,  1.72it/s]
Training 1/3 epoch (loss 0.2815):  20%|█▉        | 3143/16050 [35:59<2:04:44,  1.72it/s]
Training 1/3 epoch (loss 0.2815):  20%|█▉        | 3144/16050 [35:59<2:06:19,  1.70it/s]
Training 1/3 epoch (loss 0.0020):  20%|█▉        | 3144/16050 [36:00<2:06:19,  1.70it/s]
Training 1/3 epoch (loss 0.0020):  20%|█▉        | 3145/16050 [36:00<2:02:36,  1.75it/s]
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Training 1/3 epoch (loss 0.6522):  20%|█▉        | 3189/16050 [36:29<2:17:11,  1.56it/s]
Training 1/3 epoch (loss 0.4731):  20%|█▉        | 3189/16050 [36:30<2:17:11,  1.56it/s]
Training 1/3 epoch (loss 0.4731):  20%|█▉        | 3190/16050 [36:30<2:08:18,  1.67it/s]
Training 1/3 epoch (loss 0.5213):  20%|█▉        | 3190/16050 [36:32<2:08:18,  1.67it/s]
Training 1/3 epoch (loss 0.5213):  20%|█▉        | 3191/16050 [36:32<4:01:14,  1.13s/it]
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Training 1/3 epoch (loss 0.0031):  20%|██        | 3278/16050 [37:21<1:52:34,  1.89it/s]
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Training 1/3 epoch (loss 0.0510):  20%|██        | 3279/16050 [37:22<1:57:14,  1.82it/s]
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Training 1/3 epoch (loss 0.0267):  20%|██        | 3280/16050 [37:23<2:21:40,  1.50it/s]
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Training 1/3 epoch (loss 0.4375):  21%|██▏       | 3412/16050 [38:47<1:48:42,  1.94it/s]
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Training 1/3 epoch (loss 0.5825):  21%|██▏       | 3414/16050 [38:48<1:49:45,  1.92it/s]
Training 1/3 epoch (loss 0.5825):  21%|██▏       | 3415/16050 [38:48<1:38:29,  2.14it/s]
Training 1/3 epoch (loss 0.3308):  21%|██▏       | 3415/16050 [38:48<1:38:29,  2.14it/s]
Training 1/3 epoch (loss 0.3308):  21%|██▏       | 3416/16050 [38:48<1:37:40,  2.16it/s]
Training 1/3 epoch (loss 0.0055):  21%|██▏       | 3416/16050 [38:49<1:37:40,  2.16it/s]
Training 1/3 epoch (loss 0.0055):  21%|██▏       | 3417/16050 [38:49<1:42:25,  2.06it/s]
Training 1/3 epoch (loss 0.0045):  21%|██▏       | 3417/16050 [38:49<1:42:25,  2.06it/s]
Training 1/3 epoch (loss 0.0045):  21%|██▏       | 3418/16050 [38:49<1:46:10,  1.98it/s]
Training 1/3 epoch (loss 0.3610):  21%|██▏       | 3418/16050 [38:50<1:46:10,  1.98it/s]
Training 1/3 epoch (loss 0.3610):  21%|██▏       | 3419/16050 [38:50<1:47:35,  1.96it/s]
Training 1/3 epoch (loss 0.2411):  21%|██▏       | 3419/16050 [38:50<1:47:35,  1.96it/s]
Training 1/3 epoch (loss 0.2411):  21%|██▏       | 3420/16050 [38:50<1:41:37,  2.07it/s]
Training 1/3 epoch (loss 0.3572):  21%|██▏       | 3420/16050 [38:51<1:41:37,  2.07it/s]
Training 1/3 epoch (loss 0.3572):  21%|██▏       | 3421/16050 [38:51<1:50:11,  1.91it/s]
Training 1/3 epoch (loss 0.2250):  21%|██▏       | 3421/16050 [38:51<1:50:11,  1.91it/s]
Training 1/3 epoch (loss 0.2250):  21%|██▏       | 3422/16050 [38:51<1:46:11,  1.98it/s]
Training 1/3 epoch (loss 0.0120):  21%|██▏       | 3422/16050 [38:52<1:46:11,  1.98it/s]
Training 1/3 epoch (loss 0.0120):  21%|██▏       | 3423/16050 [38:52<1:36:07,  2.19it/s]
Training 1/3 epoch (loss 0.9497):  21%|██▏       | 3423/16050 [38:53<1:36:07,  2.19it/s]
Training 1/3 epoch (loss 0.9497):  21%|██▏       | 3424/16050 [38:53<1:58:41,  1.77it/s]
Training 1/3 epoch (loss 0.0403):  21%|██▏       | 3424/16050 [38:53<1:58:41,  1.77it/s]
Training 1/3 epoch (loss 0.0403):  21%|██▏       | 3425/16050 [38:53<2:02:34,  1.72it/s]
Training 1/3 epoch (loss 0.1632):  21%|██▏       | 3425/16050 [38:54<2:02:34,  1.72it/s]
Training 1/3 epoch (loss 0.1632):  21%|██▏       | 3426/16050 [38:54<1:51:25,  1.89it/s]
Training 1/3 epoch (loss 0.0245):  21%|██▏       | 3426/16050 [38:54<1:51:25,  1.89it/s]
Training 1/3 epoch (loss 0.0245):  21%|██▏       | 3427/16050 [38:54<1:50:41,  1.90it/s]
Training 1/3 epoch (loss 0.0021):  21%|██▏       | 3427/16050 [38:55<1:50:41,  1.90it/s]
Training 1/3 epoch (loss 0.0021):  21%|██▏       | 3428/16050 [38:55<1:48:43,  1.93it/s]
Training 1/3 epoch (loss 0.0172):  21%|██▏       | 3428/16050 [38:55<1:48:43,  1.93it/s]
Training 1/3 epoch (loss 0.0172):  21%|██▏       | 3429/16050 [38:55<1:56:21,  1.81it/s]
Training 1/3 epoch (loss 0.2823):  21%|██▏       | 3429/16050 [38:56<1:56:21,  1.81it/s]
Training 1/3 epoch (loss 0.2823):  21%|██▏       | 3430/16050 [38:56<1:54:22,  1.84it/s]
Training 1/3 epoch (loss 0.0165):  21%|██▏       | 3430/16050 [38:57<1:54:22,  1.84it/s]
Training 1/3 epoch (loss 0.0165):  21%|██▏       | 3431/16050 [38:57<2:50:32,  1.23it/s]
Training 1/3 epoch (loss 0.3026):  21%|██▏       | 3431/16050 [38:58<2:50:32,  1.23it/s]
Training 1/3 epoch (loss 0.3026):  21%|██▏       | 3432/16050 [38:58<2:38:08,  1.33it/s]
Training 1/3 epoch (loss 0.5937):  21%|██▏       | 3432/16050 [38:58<2:38:08,  1.33it/s]
Training 1/3 epoch (loss 0.5937):  21%|██▏       | 3433/16050 [38:58<2:25:24,  1.45it/s]
Training 1/3 epoch (loss 0.3229):  21%|██▏       | 3433/16050 [38:59<2:25:24,  1.45it/s]
Training 1/3 epoch (loss 0.3229):  21%|██▏       | 3434/16050 [38:59<2:18:20,  1.52it/s]
Training 1/3 epoch (loss 0.0032):  21%|██▏       | 3434/16050 [38:59<2:18:20,  1.52it/s]
Training 1/3 epoch (loss 0.0032):  21%|██▏       | 3435/16050 [38:59<2:10:02,  1.62it/s]
Training 1/3 epoch (loss 0.5001):  21%|██▏       | 3435/16050 [39:00<2:10:02,  1.62it/s]
Training 1/3 epoch (loss 0.5001):  21%|██▏       | 3436/16050 [39:00<1:58:16,  1.78it/s]
Training 1/3 epoch (loss 0.0016):  21%|██▏       | 3436/16050 [39:00<1:58:16,  1.78it/s]
Training 1/3 epoch (loss 0.0016):  21%|██▏       | 3437/16050 [39:00<1:48:04,  1.95it/s]
Training 1/3 epoch (loss 0.0042):  21%|██▏       | 3437/16050 [39:01<1:48:04,  1.95it/s]
Training 1/3 epoch (loss 0.0042):  21%|██▏       | 3438/16050 [39:01<1:48:19,  1.94it/s]
Training 1/3 epoch (loss 0.1260):  21%|██▏       | 3438/16050 [39:01<1:48:19,  1.94it/s]
Training 1/3 epoch (loss 0.1260):  21%|██▏       | 3439/16050 [39:01<1:38:15,  2.14it/s]
Training 1/3 epoch (loss 0.0932):  21%|██▏       | 3439/16050 [39:02<1:38:15,  2.14it/s]
Training 1/3 epoch (loss 0.0932):  21%|██▏       | 3440/16050 [39:02<1:42:22,  2.05it/s]
Training 1/3 epoch (loss 0.0030):  21%|██▏       | 3440/16050 [39:02<1:42:22,  2.05it/s]
Training 1/3 epoch (loss 0.0030):  21%|██▏       | 3441/16050 [39:02<1:48:39,  1.93it/s]
Training 1/3 epoch (loss 0.0073):  21%|██▏       | 3441/16050 [39:03<1:48:39,  1.93it/s]
Training 1/3 epoch (loss 0.0073):  21%|██▏       | 3442/16050 [39:03<1:53:08,  1.86it/s]
Training 1/3 epoch (loss 0.0093):  21%|██▏       | 3442/16050 [39:03<1:53:08,  1.86it/s]
Training 1/3 epoch (loss 0.0093):  21%|██▏       | 3443/16050 [39:03<1:48:53,  1.93it/s]
Training 1/3 epoch (loss 0.1224):  21%|██▏       | 3443/16050 [39:04<1:48:53,  1.93it/s]
Training 1/3 epoch (loss 0.1224):  21%|██▏       | 3444/16050 [39:04<1:45:42,  1.99it/s]
Training 1/3 epoch (loss 0.0109):  21%|██▏       | 3444/16050 [39:04<1:45:42,  1.99it/s]
Training 1/3 epoch (loss 0.0109):  21%|██▏       | 3445/16050 [39:04<1:38:06,  2.14it/s]
Training 1/3 epoch (loss 0.0212):  21%|██▏       | 3445/16050 [39:05<1:38:06,  2.14it/s]
Training 1/3 epoch (loss 0.0212):  21%|██▏       | 3446/16050 [39:05<1:34:22,  2.23it/s]
Training 1/3 epoch (loss 0.1952):  21%|██▏       | 3446/16050 [39:05<1:34:22,  2.23it/s]
Training 1/3 epoch (loss 0.1952):  21%|██▏       | 3447/16050 [39:05<1:55:33,  1.82it/s]
Training 1/3 epoch (loss 0.0211):  21%|██▏       | 3447/16050 [39:06<1:55:33,  1.82it/s]
Training 1/3 epoch (loss 0.0211):  21%|██▏       | 3448/16050 [39:06<2:00:14,  1.75it/s]
Training 1/3 epoch (loss 0.2385):  21%|██▏       | 3448/16050 [39:07<2:00:14,  1.75it/s]
Training 1/3 epoch (loss 0.2385):  21%|██▏       | 3449/16050 [39:07<2:00:16,  1.75it/s]
Training 1/3 epoch (loss 0.0213):  21%|██▏       | 3449/16050 [39:07<2:00:16,  1.75it/s]
Training 1/3 epoch (loss 0.0213):  21%|██▏       | 3450/16050 [39:07<2:08:34,  1.63it/s]
Training 1/3 epoch (loss 0.0276):  21%|██▏       | 3450/16050 [39:08<2:08:34,  1.63it/s]
Training 1/3 epoch (loss 0.0276):  22%|██▏       | 3451/16050 [39:08<2:00:44,  1.74it/s]
Training 1/3 epoch (loss 0.0239):  22%|██▏       | 3451/16050 [39:08<2:00:44,  1.74it/s]
Training 1/3 epoch (loss 0.0239):  22%|██▏       | 3452/16050 [39:08<2:03:59,  1.69it/s]
Training 1/3 epoch (loss 0.0689):  22%|██▏       | 3452/16050 [39:09<2:03:59,  1.69it/s]
Training 1/3 epoch (loss 0.0689):  22%|██▏       | 3453/16050 [39:09<2:08:14,  1.64it/s]
Training 1/3 epoch (loss 0.0728):  22%|██▏       | 3453/16050 [39:10<2:08:14,  1.64it/s]
Training 1/3 epoch (loss 0.0728):  22%|██▏       | 3454/16050 [39:10<2:05:51,  1.67it/s]
Training 1/3 epoch (loss 0.4945):  22%|██▏       | 3454/16050 [39:10<2:05:51,  1.67it/s]
Training 1/3 epoch (loss 0.4945):  22%|██▏       | 3455/16050 [39:10<1:57:05,  1.79it/s]
Training 1/3 epoch (loss 0.0114):  22%|██▏       | 3455/16050 [39:11<1:57:05,  1.79it/s]
Training 1/3 epoch (loss 0.0114):  22%|██▏       | 3456/16050 [39:11<2:10:55,  1.60it/s]
Training 1/3 epoch (loss 0.0685):  22%|██▏       | 3456/16050 [39:11<2:10:55,  1.60it/s]
Training 1/3 epoch (loss 0.0685):  22%|██▏       | 3457/16050 [39:11<2:07:01,  1.65it/s]
Training 1/3 epoch (loss 0.1813):  22%|██▏       | 3457/16050 [39:12<2:07:01,  1.65it/s]
Training 1/3 epoch (loss 0.1813):  22%|██▏       | 3458/16050 [39:12<1:56:49,  1.80it/s]
Training 1/3 epoch (loss 0.3037):  22%|██▏       | 3458/16050 [39:12<1:56:49,  1.80it/s]
Training 1/3 epoch (loss 0.3037):  22%|██▏       | 3459/16050 [39:12<1:50:01,  1.91it/s]
Training 1/3 epoch (loss 0.0317):  22%|██▏       | 3459/16050 [39:13<1:50:01,  1.91it/s]
Training 1/3 epoch (loss 0.0317):  22%|██▏       | 3460/16050 [39:13<1:50:08,  1.91it/s]
Training 1/3 epoch (loss 0.0153):  22%|██▏       | 3460/16050 [39:13<1:50:08,  1.91it/s]
Training 1/3 epoch (loss 0.0153):  22%|██▏       | 3461/16050 [39:13<1:43:27,  2.03it/s]
Training 1/3 epoch (loss 0.8528):  22%|██▏       | 3461/16050 [39:14<1:43:27,  2.03it/s]
Training 1/3 epoch (loss 0.8528):  22%|██▏       | 3462/16050 [39:14<1:45:31,  1.99it/s]
Training 1/3 epoch (loss 0.0806):  22%|██▏       | 3462/16050 [39:14<1:45:31,  1.99it/s]
Training 1/3 epoch (loss 0.0806):  22%|██▏       | 3463/16050 [39:14<1:50:52,  1.89it/s]
Training 1/3 epoch (loss 0.3842):  22%|██▏       | 3463/16050 [39:15<1:50:52,  1.89it/s]
Training 1/3 epoch (loss 0.3842):  22%|██▏       | 3464/16050 [39:15<1:47:58,  1.94it/s]
Training 1/3 epoch (loss 0.0160):  22%|██▏       | 3464/16050 [39:15<1:47:58,  1.94it/s]
Training 1/3 epoch (loss 0.0160):  22%|██▏       | 3465/16050 [39:15<1:46:50,  1.96it/s]
Training 1/3 epoch (loss 0.0049):  22%|██▏       | 3465/16050 [39:16<1:46:50,  1.96it/s]
Training 1/3 epoch (loss 0.0049):  22%|██▏       | 3466/16050 [39:16<1:40:47,  2.08it/s]
Training 1/3 epoch (loss 0.0463):  22%|██▏       | 3466/16050 [39:16<1:40:47,  2.08it/s]
Training 1/3 epoch (loss 0.0463):  22%|██▏       | 3467/16050 [39:16<1:34:52,  2.21it/s]
Training 1/3 epoch (loss 0.0319):  22%|██▏       | 3467/16050 [39:17<1:34:52,  2.21it/s]
Training 1/3 epoch (loss 0.0319):  22%|██▏       | 3468/16050 [39:17<1:30:29,  2.32it/s]
Training 1/3 epoch (loss 0.1232):  22%|██▏       | 3468/16050 [39:17<1:30:29,  2.32it/s]
Training 1/3 epoch (loss 0.1232):  22%|██▏       | 3469/16050 [39:17<1:36:20,  2.18it/s]
Training 1/3 epoch (loss 0.6652):  22%|██▏       | 3469/16050 [39:18<1:36:20,  2.18it/s]
Training 1/3 epoch (loss 0.6652):  22%|██▏       | 3470/16050 [39:18<2:14:05,  1.56it/s]
Training 1/3 epoch (loss 0.0164):  22%|██▏       | 3470/16050 [39:19<2:14:05,  1.56it/s]
Training 1/3 epoch (loss 0.0164):  22%|██▏       | 3471/16050 [39:19<2:15:13,  1.55it/s]
Training 1/3 epoch (loss 0.4470):  22%|██▏       | 3471/16050 [39:19<2:15:13,  1.55it/s]
Training 1/3 epoch (loss 0.4470):  22%|██▏       | 3472/16050 [39:19<2:12:55,  1.58it/s]
Training 1/3 epoch (loss 0.0910):  22%|██▏       | 3472/16050 [39:20<2:12:55,  1.58it/s]
Training 1/3 epoch (loss 0.0910):  22%|██▏       | 3473/16050 [39:20<2:05:26,  1.67it/s]
Training 1/3 epoch (loss 0.0036):  22%|██▏       | 3473/16050 [39:20<2:05:26,  1.67it/s]
Training 1/3 epoch (loss 0.0036):  22%|██▏       | 3474/16050 [39:20<2:05:03,  1.68it/s]
Training 1/3 epoch (loss 0.5467):  22%|██▏       | 3474/16050 [39:21<2:05:03,  1.68it/s]
Training 1/3 epoch (loss 0.5467):  22%|██▏       | 3475/16050 [39:21<1:53:20,  1.85it/s]
Training 1/3 epoch (loss 0.0521):  22%|██▏       | 3475/16050 [39:22<1:53:20,  1.85it/s]
Training 1/3 epoch (loss 0.0521):  22%|██▏       | 3476/16050 [39:22<2:12:39,  1.58it/s]
Training 1/3 epoch (loss 0.3919):  22%|██▏       | 3476/16050 [39:22<2:12:39,  1.58it/s]
Training 1/3 epoch (loss 0.3919):  22%|██▏       | 3477/16050 [39:22<2:04:32,  1.68it/s]
Training 1/3 epoch (loss 0.3020):  22%|██▏       | 3477/16050 [39:25<2:04:32,  1.68it/s]
Training 1/3 epoch (loss 0.3020):  22%|██▏       | 3478/16050 [39:25<3:48:13,  1.09s/it]
Training 1/3 epoch (loss 0.0427):  22%|██▏       | 3478/16050 [39:26<3:48:13,  1.09s/it]
Training 1/3 epoch (loss 0.0427):  22%|██▏       | 3479/16050 [39:26<3:51:46,  1.11s/it]
Training 1/3 epoch (loss 0.0588):  22%|██▏       | 3479/16050 [39:26<3:51:46,  1.11s/it]
Training 1/3 epoch (loss 0.0588):  22%|██▏       | 3480/16050 [39:26<3:21:39,  1.04it/s]
Training 1/3 epoch (loss 0.0325):  22%|██▏       | 3480/16050 [39:27<3:21:39,  1.04it/s]
Training 1/3 epoch (loss 0.0325):  22%|██▏       | 3481/16050 [39:27<2:53:26,  1.21it/s]
Training 1/3 epoch (loss 0.1331):  22%|██▏       | 3481/16050 [39:27<2:53:26,  1.21it/s]
Training 1/3 epoch (loss 0.1331):  22%|██▏       | 3482/16050 [39:27<2:27:03,  1.42it/s]
Training 1/3 epoch (loss 0.1779):  22%|██▏       | 3482/16050 [39:28<2:27:03,  1.42it/s]
Training 1/3 epoch (loss 0.1779):  22%|██▏       | 3483/16050 [39:28<2:31:17,  1.38it/s]
Training 1/3 epoch (loss 0.0459):  22%|██▏       | 3483/16050 [39:29<2:31:17,  1.38it/s]
Training 1/3 epoch (loss 0.0459):  22%|██▏       | 3484/16050 [39:29<2:21:34,  1.48it/s]
Training 1/3 epoch (loss 0.0007):  22%|██▏       | 3484/16050 [39:29<2:21:34,  1.48it/s]
Training 1/3 epoch (loss 0.0007):  22%|██▏       | 3485/16050 [39:29<2:07:55,  1.64it/s]
Training 1/3 epoch (loss 0.0004):  22%|██▏       | 3485/16050 [39:30<2:07:55,  1.64it/s]
Training 1/3 epoch (loss 0.0004):  22%|██▏       | 3486/16050 [39:30<2:06:20,  1.66it/s]
Training 1/3 epoch (loss 0.1268):  22%|██▏       | 3486/16050 [39:30<2:06:20,  1.66it/s]
Training 1/3 epoch (loss 0.1268):  22%|██▏       | 3487/16050 [39:30<2:06:40,  1.65it/s]
Training 1/3 epoch (loss 0.0093):  22%|██▏       | 3487/16050 [39:31<2:06:40,  1.65it/s]
Training 1/3 epoch (loss 0.0093):  22%|██▏       | 3488/16050 [39:31<2:05:11,  1.67it/s]
Training 1/3 epoch (loss 0.0008):  22%|██▏       | 3488/16050 [39:31<2:05:11,  1.67it/s]
Training 1/3 epoch (loss 0.0008):  22%|██▏       | 3489/16050 [39:31<2:04:46,  1.68it/s]
Training 1/3 epoch (loss 0.2862):  22%|██▏       | 3489/16050 [39:32<2:04:46,  1.68it/s]
Training 1/3 epoch (loss 0.2862):  22%|██▏       | 3490/16050 [39:32<2:00:28,  1.74it/s]
Training 1/3 epoch (loss 0.0225):  22%|██▏       | 3490/16050 [39:32<2:00:28,  1.74it/s]
Training 1/3 epoch (loss 0.0225):  22%|██▏       | 3491/16050 [39:32<1:57:00,  1.79it/s]
Training 1/3 epoch (loss 0.0185):  22%|██▏       | 3491/16050 [39:33<1:57:00,  1.79it/s]
Training 1/3 epoch (loss 0.0185):  22%|██▏       | 3492/16050 [39:33<1:50:43,  1.89it/s]
Training 1/3 epoch (loss 0.0242):  22%|██▏       | 3492/16050 [39:33<1:50:43,  1.89it/s]
Training 1/3 epoch (loss 0.0242):  22%|██▏       | 3493/16050 [39:33<1:47:32,  1.95it/s]
Training 1/3 epoch (loss 0.0063):  22%|██▏       | 3493/16050 [39:34<1:47:32,  1.95it/s]
Training 1/3 epoch (loss 0.0063):  22%|██▏       | 3494/16050 [39:34<1:41:03,  2.07it/s]
Training 1/3 epoch (loss 0.2388):  22%|██▏       | 3494/16050 [39:36<1:41:03,  2.07it/s]
Training 1/3 epoch (loss 0.2388):  22%|██▏       | 3495/16050 [39:36<3:37:59,  1.04s/it]
Training 1/3 epoch (loss 0.0714):  22%|██▏       | 3495/16050 [39:37<3:37:59,  1.04s/it]
Training 1/3 epoch (loss 0.0714):  22%|██▏       | 3496/16050 [39:37<3:14:12,  1.08it/s]
Training 1/3 epoch (loss 0.0425):  22%|██▏       | 3496/16050 [39:37<3:14:12,  1.08it/s]
Training 1/3 epoch (loss 0.0425):  22%|██▏       | 3497/16050 [39:37<2:45:39,  1.26it/s]
Training 1/3 epoch (loss 0.2530):  22%|██▏       | 3497/16050 [39:39<2:45:39,  1.26it/s]
Training 1/3 epoch (loss 0.2530):  22%|██▏       | 3498/16050 [39:39<4:14:56,  1.22s/it]
Training 1/3 epoch (loss 0.0128):  22%|██▏       | 3498/16050 [39:40<4:14:56,  1.22s/it]
Training 1/3 epoch (loss 0.0128):  22%|██▏       | 3499/16050 [39:40<3:55:54,  1.13s/it]
Training 1/3 epoch (loss 0.3251):  22%|██▏       | 3499/16050 [39:41<3:55:54,  1.13s/it]
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Training 1/3 epoch (loss 0.0501):  22%|██▏       | 3502/16050 [39:43<2:35:26,  1.35it/s]
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Training 1/3 epoch (loss 0.2512):  22%|██▏       | 3503/16050 [39:43<2:25:43,  1.43it/s]
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Training 1/3 epoch (loss 0.1462):  22%|██▏       | 3504/16050 [39:44<2:15:41,  1.54it/s]
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Training 1/3 epoch (loss 0.1925):  22%|██▏       | 3505/16050 [39:45<2:17:25,  1.52it/s]
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Training 1/3 epoch (loss 0.5111):  22%|██▏       | 3507/16050 [39:46<2:08:35,  1.63it/s]
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Training 1/3 epoch (loss 0.0020):  22%|██▏       | 3508/16050 [39:46<2:10:57,  1.60it/s]
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Training 1/3 epoch (loss 0.3087):  22%|██▏       | 3509/16050 [39:47<1:57:27,  1.78it/s]
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Training 1/3 epoch (loss 0.6835):  22%|██▏       | 3510/16050 [39:47<1:43:09,  2.03it/s]
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Training 1/3 epoch (loss 0.4266):  22%|██▏       | 3511/16050 [39:47<1:40:03,  2.09it/s]
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Training 1/3 epoch (loss 0.0036):  22%|██▏       | 3512/16050 [39:48<1:36:15,  2.17it/s]
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Training 1/3 epoch (loss 0.1160):  22%|██▏       | 3514/16050 [39:49<1:36:14,  2.17it/s]
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Training 1/3 epoch (loss 0.0009):  22%|██▏       | 3515/16050 [39:49<1:47:12,  1.95it/s]
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Training 1/3 epoch (loss 0.3199):  22%|██▏       | 3516/16050 [39:50<1:43:24,  2.02it/s]
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Training 1/3 epoch (loss 0.5352):  22%|██▏       | 3517/16050 [39:51<1:50:39,  1.89it/s]
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Training 1/3 epoch (loss 0.0158):  22%|██▏       | 3518/16050 [39:52<1:58:53,  1.76it/s]
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Training 1/3 epoch (loss 0.0054):  22%|██▏       | 3519/16050 [39:52<2:16:13,  1.53it/s]
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Training 1/3 epoch (loss 0.4877):  22%|██▏       | 3520/16050 [39:53<2:28:46,  1.40it/s]
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Training 1/3 epoch (loss 1.0047):  22%|██▏       | 3521/16050 [39:54<2:29:45,  1.39it/s]
Training 1/3 epoch (loss 1.0047):  22%|██▏       | 3522/16050 [39:54<2:12:54,  1.57it/s]
Training 1/3 epoch (loss 0.4198):  22%|██▏       | 3522/16050 [39:54<2:12:54,  1.57it/s]
Training 1/3 epoch (loss 0.4198):  22%|██▏       | 3523/16050 [39:54<1:58:15,  1.77it/s]
Training 1/3 epoch (loss 0.0190):  22%|██▏       | 3523/16050 [39:55<1:58:15,  1.77it/s]
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Training 1/3 epoch (loss 0.0230):  22%|██▏       | 3524/16050 [39:55<2:01:55,  1.71it/s]
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Training 1/3 epoch (loss 0.3457):  22%|██▏       | 3525/16050 [39:56<2:08:03,  1.63it/s]
Training 1/3 epoch (loss 0.3457):  22%|██▏       | 3526/16050 [39:56<1:55:40,  1.80it/s]
Training 1/3 epoch (loss 0.5258):  22%|██▏       | 3526/16050 [39:56<1:55:40,  1.80it/s]
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Training 1/3 epoch (loss 0.2436):  22%|██▏       | 3527/16050 [39:57<1:50:41,  1.89it/s]
Training 1/3 epoch (loss 0.2436):  22%|██▏       | 3528/16050 [39:57<1:56:00,  1.80it/s]
Training 1/3 epoch (loss 0.9193):  22%|██▏       | 3528/16050 [39:57<1:56:00,  1.80it/s]
Training 1/3 epoch (loss 0.9193):  22%|██▏       | 3529/16050 [39:57<1:43:27,  2.02it/s]
Training 1/3 epoch (loss 0.0063):  22%|██▏       | 3529/16050 [39:58<1:43:27,  2.02it/s]
Training 1/3 epoch (loss 0.0063):  22%|██▏       | 3530/16050 [39:58<1:53:11,  1.84it/s]
Training 1/3 epoch (loss 0.3744):  22%|██▏       | 3530/16050 [40:00<1:53:11,  1.84it/s]
Training 1/3 epoch (loss 0.3744):  22%|██▏       | 3531/16050 [40:00<3:38:51,  1.05s/it]
Training 1/3 epoch (loss 0.0688):  22%|██▏       | 3531/16050 [40:00<3:38:51,  1.05s/it]
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Training 1/3 epoch (loss 0.0093):  22%|██▏       | 3532/16050 [40:01<3:02:12,  1.15it/s]
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Training 1/3 epoch (loss 0.0755):  22%|██▏       | 3533/16050 [40:02<2:47:44,  1.24it/s]
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Training 1/3 epoch (loss 0.0671):  22%|██▏       | 3534/16050 [40:02<2:35:23,  1.34it/s]
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Training 1/3 epoch (loss 0.5404):  22%|██▏       | 3535/16050 [40:03<2:17:22,  1.52it/s]
Training 1/3 epoch (loss 0.5404):  22%|██▏       | 3536/16050 [40:03<2:09:32,  1.61it/s]
Training 1/3 epoch (loss 0.6445):  22%|██▏       | 3536/16050 [40:03<2:09:32,  1.61it/s]
Training 1/3 epoch (loss 0.6445):  22%|██▏       | 3537/16050 [40:03<1:52:42,  1.85it/s]
Training 1/3 epoch (loss 0.8617):  22%|██▏       | 3537/16050 [40:04<1:52:42,  1.85it/s]
Training 1/3 epoch (loss 0.8617):  22%|██▏       | 3538/16050 [40:04<1:51:03,  1.88it/s]
Training 1/3 epoch (loss 0.2220):  22%|██▏       | 3538/16050 [40:05<1:51:03,  1.88it/s]
Training 1/3 epoch (loss 0.2220):  22%|██▏       | 3539/16050 [40:05<2:16:03,  1.53it/s]
Training 1/3 epoch (loss 0.0137):  22%|██▏       | 3539/16050 [40:05<2:16:03,  1.53it/s]
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Training 1/3 epoch (loss 0.5960):  22%|██▏       | 3540/16050 [40:06<2:14:42,  1.55it/s]
Training 1/3 epoch (loss 0.5960):  22%|██▏       | 3541/16050 [40:06<2:07:56,  1.63it/s]
Training 1/3 epoch (loss 0.4774):  22%|██▏       | 3541/16050 [40:06<2:07:56,  1.63it/s]
Training 1/3 epoch (loss 0.4774):  22%|██▏       | 3542/16050 [40:06<2:02:40,  1.70it/s]
Training 1/3 epoch (loss 0.0111):  22%|██▏       | 3542/16050 [40:07<2:02:40,  1.70it/s]
Training 1/3 epoch (loss 0.0111):  22%|██▏       | 3543/16050 [40:07<2:00:08,  1.73it/s]
Training 1/3 epoch (loss 0.6485):  22%|██▏       | 3543/16050 [40:07<2:00:08,  1.73it/s]
Training 1/3 epoch (loss 0.6485):  22%|██▏       | 3544/16050 [40:07<1:53:52,  1.83it/s]
Training 1/3 epoch (loss 0.0768):  22%|██▏       | 3544/16050 [40:08<1:53:52,  1.83it/s]
Training 1/3 epoch (loss 0.0768):  22%|██▏       | 3545/16050 [40:08<1:45:33,  1.97it/s]
Training 1/3 epoch (loss 0.0079):  22%|██▏       | 3545/16050 [40:08<1:45:33,  1.97it/s]
Training 1/3 epoch (loss 0.0079):  22%|██▏       | 3546/16050 [40:08<1:51:36,  1.87it/s]
Training 1/3 epoch (loss 0.0213):  22%|██▏       | 3546/16050 [40:09<1:51:36,  1.87it/s]
Training 1/3 epoch (loss 0.0213):  22%|██▏       | 3547/16050 [40:09<1:51:26,  1.87it/s]
Training 1/3 epoch (loss 0.0322):  22%|██▏       | 3547/16050 [40:09<1:51:26,  1.87it/s]
Training 1/3 epoch (loss 0.0322):  22%|██▏       | 3548/16050 [40:09<1:46:17,  1.96it/s]
Training 1/3 epoch (loss 0.2156):  22%|██▏       | 3548/16050 [40:10<1:46:17,  1.96it/s]
Training 1/3 epoch (loss 0.2156):  22%|██▏       | 3549/16050 [40:10<1:40:03,  2.08it/s]
Training 1/3 epoch (loss 0.1291):  22%|██▏       | 3549/16050 [40:10<1:40:03,  2.08it/s]
Training 1/3 epoch (loss 0.1291):  22%|██▏       | 3550/16050 [40:10<1:51:40,  1.87it/s]
Training 1/3 epoch (loss 0.0073):  22%|██▏       | 3550/16050 [40:11<1:51:40,  1.87it/s]
Training 1/3 epoch (loss 0.0073):  22%|██▏       | 3551/16050 [40:11<1:43:00,  2.02it/s]
Training 1/3 epoch (loss 0.0304):  22%|██▏       | 3551/16050 [40:11<1:43:00,  2.02it/s]
Training 1/3 epoch (loss 0.0304):  22%|██▏       | 3552/16050 [40:11<1:46:46,  1.95it/s]
Training 1/3 epoch (loss 0.0221):  22%|██▏       | 3552/16050 [40:12<1:46:46,  1.95it/s]
Training 1/3 epoch (loss 0.0221):  22%|██▏       | 3553/16050 [40:12<1:51:31,  1.87it/s]
Training 1/3 epoch (loss 0.0461):  22%|██▏       | 3553/16050 [40:12<1:51:31,  1.87it/s]
Training 1/3 epoch (loss 0.0461):  22%|██▏       | 3554/16050 [40:12<1:56:50,  1.78it/s]
Training 1/3 epoch (loss 0.0175):  22%|██▏       | 3554/16050 [40:13<1:56:50,  1.78it/s]
Training 1/3 epoch (loss 0.0175):  22%|██▏       | 3555/16050 [40:13<2:09:52,  1.60it/s]
Training 1/3 epoch (loss 0.0038):  22%|██▏       | 3555/16050 [40:14<2:09:52,  1.60it/s]
Training 1/3 epoch (loss 0.0038):  22%|██▏       | 3556/16050 [40:14<1:57:11,  1.78it/s]
Training 1/3 epoch (loss 0.0032):  22%|██▏       | 3556/16050 [40:14<1:57:11,  1.78it/s]
Training 1/3 epoch (loss 0.0032):  22%|██▏       | 3557/16050 [40:14<2:01:12,  1.72it/s]
Training 1/3 epoch (loss 0.0252):  22%|██▏       | 3557/16050 [40:15<2:01:12,  1.72it/s]
Training 1/3 epoch (loss 0.0252):  22%|██▏       | 3558/16050 [40:15<2:07:08,  1.64it/s]
Training 1/3 epoch (loss 0.6726):  22%|██▏       | 3558/16050 [40:15<2:07:08,  1.64it/s]
Training 1/3 epoch (loss 0.6726):  22%|██▏       | 3559/16050 [40:15<1:54:41,  1.82it/s]
Training 1/3 epoch (loss 0.0018):  22%|██▏       | 3559/16050 [40:16<1:54:41,  1.82it/s]
Training 1/3 epoch (loss 0.0018):  22%|██▏       | 3560/16050 [40:16<1:40:52,  2.06it/s]
Training 1/3 epoch (loss 0.0498):  22%|██▏       | 3560/16050 [40:17<1:40:52,  2.06it/s]
Training 1/3 epoch (loss 0.0498):  22%|██▏       | 3561/16050 [40:17<2:07:01,  1.64it/s]
Training 1/3 epoch (loss 0.0170):  22%|██▏       | 3561/16050 [40:17<2:07:01,  1.64it/s]
Training 1/3 epoch (loss 0.0170):  22%|██▏       | 3562/16050 [40:17<2:03:25,  1.69it/s]
Training 1/3 epoch (loss 0.5430):  22%|██▏       | 3562/16050 [40:18<2:03:25,  1.69it/s]
Training 1/3 epoch (loss 0.5430):  22%|██▏       | 3563/16050 [40:18<1:57:43,  1.77it/s]
Training 1/3 epoch (loss 0.1160):  22%|██▏       | 3563/16050 [40:19<1:57:43,  1.77it/s]
Training 1/3 epoch (loss 0.1160):  22%|██▏       | 3564/16050 [40:19<2:15:19,  1.54it/s]
Training 1/3 epoch (loss 0.4745):  22%|██▏       | 3564/16050 [40:19<2:15:19,  1.54it/s]
Training 1/3 epoch (loss 0.4745):  22%|██▏       | 3565/16050 [40:19<2:07:50,  1.63it/s]
Training 1/3 epoch (loss 0.0740):  22%|██▏       | 3565/16050 [40:20<2:07:50,  1.63it/s]
Training 1/3 epoch (loss 0.0740):  22%|██▏       | 3566/16050 [40:20<2:07:57,  1.63it/s]
Training 1/3 epoch (loss 0.0261):  22%|██▏       | 3566/16050 [40:20<2:07:57,  1.63it/s]
Training 1/3 epoch (loss 0.0261):  22%|██▏       | 3567/16050 [40:20<1:58:52,  1.75it/s]
Training 1/3 epoch (loss 0.0077):  22%|██▏       | 3567/16050 [40:21<1:58:52,  1.75it/s]
Training 1/3 epoch (loss 0.0077):  22%|██▏       | 3568/16050 [40:21<1:47:52,  1.93it/s]
Training 1/3 epoch (loss 0.0500):  22%|██▏       | 3568/16050 [40:21<1:47:52,  1.93it/s]
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Training 1/3 epoch (loss 0.0855):  22%|██▏       | 3569/16050 [40:22<1:52:44,  1.85it/s]
Training 1/3 epoch (loss 0.0855):  22%|██▏       | 3570/16050 [40:22<1:57:18,  1.77it/s]
Training 1/3 epoch (loss 0.0533):  22%|██▏       | 3570/16050 [40:22<1:57:18,  1.77it/s]
Training 1/3 epoch (loss 0.0533):  22%|██▏       | 3571/16050 [40:22<1:56:13,  1.79it/s]
Training 1/3 epoch (loss 0.4088):  22%|██▏       | 3571/16050 [40:23<1:56:13,  1.79it/s]
Training 1/3 epoch (loss 0.4088):  22%|██▏       | 3572/16050 [40:23<1:49:52,  1.89it/s]
Training 1/3 epoch (loss 0.0867):  22%|██▏       | 3572/16050 [40:23<1:49:52,  1.89it/s]
Training 1/3 epoch (loss 0.0867):  22%|██▏       | 3573/16050 [40:23<1:50:12,  1.89it/s]
Training 1/3 epoch (loss 0.1342):  22%|██▏       | 3573/16050 [40:24<1:50:12,  1.89it/s]
Training 1/3 epoch (loss 0.1342):  22%|██▏       | 3574/16050 [40:24<1:55:45,  1.80it/s]
Training 1/3 epoch (loss 0.1791):  22%|██▏       | 3574/16050 [40:25<1:55:45,  1.80it/s]
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Training 1/3 epoch (loss 0.0334):  22%|██▏       | 3575/16050 [40:25<2:02:44,  1.69it/s]
Training 1/3 epoch (loss 0.0334):  22%|██▏       | 3576/16050 [40:25<1:58:34,  1.75it/s]
Training 1/3 epoch (loss 0.0013):  22%|██▏       | 3576/16050 [40:26<1:58:34,  1.75it/s]
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Training 1/3 epoch (loss 0.0703):  22%|██▏       | 3577/16050 [40:26<1:56:33,  1.78it/s]
Training 1/3 epoch (loss 0.0703):  22%|██▏       | 3578/16050 [40:26<1:55:43,  1.80it/s]
Training 1/3 epoch (loss 0.0443):  22%|██▏       | 3578/16050 [40:27<1:55:43,  1.80it/s]
Training 1/3 epoch (loss 0.0443):  22%|██▏       | 3579/16050 [40:27<1:57:40,  1.77it/s]
Training 1/3 epoch (loss 0.1431):  22%|██▏       | 3579/16050 [40:27<1:57:40,  1.77it/s]
Training 1/3 epoch (loss 0.1431):  22%|██▏       | 3580/16050 [40:27<1:48:02,  1.92it/s]
Training 1/3 epoch (loss 0.5590):  22%|██▏       | 3580/16050 [40:28<1:48:02,  1.92it/s]
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Training 1/3 epoch (loss 0.0662):  22%|██▏       | 3581/16050 [40:28<1:40:21,  2.07it/s]
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Training 1/3 epoch (loss 0.0075):  22%|██▏       | 3582/16050 [40:29<1:42:59,  2.02it/s]
Training 1/3 epoch (loss 0.0075):  22%|██▏       | 3583/16050 [40:29<1:37:26,  2.13it/s]
Training 1/3 epoch (loss 0.0216):  22%|██▏       | 3583/16050 [40:29<1:37:26,  2.13it/s]
Training 1/3 epoch (loss 0.0216):  22%|██▏       | 3584/16050 [40:29<1:53:38,  1.83it/s]
Training 1/3 epoch (loss 0.0275):  22%|██▏       | 3584/16050 [40:30<1:53:38,  1.83it/s]
Training 1/3 epoch (loss 0.0275):  22%|██▏       | 3585/16050 [40:30<1:55:36,  1.80it/s]
Training 1/3 epoch (loss 0.1887):  22%|██▏       | 3585/16050 [40:31<1:55:36,  1.80it/s]
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Training 1/3 epoch (loss 0.0194):  22%|██▏       | 3586/16050 [40:32<2:04:18,  1.67it/s]
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Training 1/3 epoch (loss 0.0103):  22%|██▏       | 3587/16050 [40:32<2:43:57,  1.27it/s]
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Training 1/3 epoch (loss 0.4105):  22%|██▏       | 3588/16050 [40:33<2:31:22,  1.37it/s]
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Training 1/3 epoch (loss 0.0240):  22%|██▏       | 3589/16050 [40:33<2:11:05,  1.58it/s]
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Training 1/3 epoch (loss 0.1711):  22%|██▏       | 3590/16050 [40:34<2:10:45,  1.59it/s]
Training 1/3 epoch (loss 0.1711):  22%|██▏       | 3591/16050 [40:34<2:26:04,  1.42it/s]
Training 1/3 epoch (loss 0.3236):  22%|██▏       | 3591/16050 [40:35<2:26:04,  1.42it/s]
Training 1/3 epoch (loss 0.3236):  22%|██▏       | 3592/16050 [40:35<2:11:46,  1.58it/s]
Training 1/3 epoch (loss 0.0118):  22%|██▏       | 3592/16050 [40:35<2:11:46,  1.58it/s]
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Training 1/3 epoch (loss 0.0084):  22%|██▏       | 3593/16050 [40:36<2:01:11,  1.71it/s]
Training 1/3 epoch (loss 0.0084):  22%|██▏       | 3594/16050 [40:36<2:05:39,  1.65it/s]
Training 1/3 epoch (loss 0.1093):  22%|██▏       | 3594/16050 [40:37<2:05:39,  1.65it/s]
Training 1/3 epoch (loss 0.1093):  22%|██▏       | 3595/16050 [40:37<2:15:00,  1.54it/s]
Training 1/3 epoch (loss 0.9808):  22%|██▏       | 3595/16050 [40:37<2:15:00,  1.54it/s]
Training 1/3 epoch (loss 0.9808):  22%|██▏       | 3596/16050 [40:37<1:56:20,  1.78it/s]
Training 1/3 epoch (loss 0.0090):  22%|██▏       | 3596/16050 [40:37<1:56:20,  1.78it/s]
Training 1/3 epoch (loss 0.0090):  22%|██▏       | 3597/16050 [40:37<1:44:28,  1.99it/s]
Training 1/3 epoch (loss 0.3741):  22%|██▏       | 3597/16050 [40:40<1:44:28,  1.99it/s]
Training 1/3 epoch (loss 0.3741):  22%|██▏       | 3598/16050 [40:40<3:32:07,  1.02s/it]
Training 1/3 epoch (loss 0.0481):  22%|██▏       | 3598/16050 [40:40<3:32:07,  1.02s/it]
Training 1/3 epoch (loss 0.0481):  22%|██▏       | 3599/16050 [40:40<2:56:28,  1.18it/s]
Training 1/3 epoch (loss 0.0019):  22%|██▏       | 3599/16050 [40:40<2:56:28,  1.18it/s]
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Training 1/3 epoch (loss 0.1803):  22%|██▏       | 3600/16050 [40:41<2:28:45,  1.39it/s]
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Training 1/3 epoch (loss 0.2150):  22%|██▏       | 3601/16050 [40:42<2:43:47,  1.27it/s]
Training 1/3 epoch (loss 0.2150):  22%|██▏       | 3602/16050 [40:42<2:25:06,  1.43it/s]
Training 1/3 epoch (loss 0.4756):  22%|██▏       | 3602/16050 [40:42<2:25:06,  1.43it/s]
Training 1/3 epoch (loss 0.4756):  22%|██▏       | 3603/16050 [40:42<2:02:18,  1.70it/s]
Training 1/3 epoch (loss 0.0284):  22%|██▏       | 3603/16050 [40:43<2:02:18,  1.70it/s]
Training 1/3 epoch (loss 0.0284):  22%|██▏       | 3604/16050 [40:43<1:55:05,  1.80it/s]
Training 1/3 epoch (loss 0.0035):  22%|██▏       | 3604/16050 [40:43<1:55:05,  1.80it/s]
Training 1/3 epoch (loss 0.0035):  22%|██▏       | 3605/16050 [40:43<1:48:58,  1.90it/s]
Training 1/3 epoch (loss 0.1911):  22%|██▏       | 3605/16050 [40:43<1:48:58,  1.90it/s]
Training 1/3 epoch (loss 0.1911):  22%|██▏       | 3606/16050 [40:43<1:39:01,  2.09it/s]
Training 1/3 epoch (loss 0.0018):  22%|██▏       | 3606/16050 [40:44<1:39:01,  2.09it/s]
Training 1/3 epoch (loss 0.0018):  22%|██▏       | 3607/16050 [40:44<1:33:55,  2.21it/s]
Training 1/3 epoch (loss 0.0006):  22%|██▏       | 3607/16050 [40:44<1:33:55,  2.21it/s]
Training 1/3 epoch (loss 0.0006):  22%|██▏       | 3608/16050 [40:44<1:38:21,  2.11it/s]
Training 1/3 epoch (loss 0.0078):  22%|██▏       | 3608/16050 [40:45<1:38:21,  2.11it/s]
Training 1/3 epoch (loss 0.0078):  22%|██▏       | 3609/16050 [40:45<1:45:48,  1.96it/s]
Training 1/3 epoch (loss 0.0159):  22%|██▏       | 3609/16050 [40:46<1:45:48,  1.96it/s]
Training 1/3 epoch (loss 0.0159):  22%|██▏       | 3610/16050 [40:46<2:23:55,  1.44it/s]
Training 1/3 epoch (loss 1.0832):  22%|██▏       | 3610/16050 [40:47<2:23:55,  1.44it/s]
Training 1/3 epoch (loss 1.0832):  22%|██▏       | 3611/16050 [40:47<2:09:43,  1.60it/s]
Training 1/3 epoch (loss 0.2037):  22%|██▏       | 3611/16050 [40:47<2:09:43,  1.60it/s]
Training 1/3 epoch (loss 0.2037):  23%|██▎       | 3612/16050 [40:47<1:58:30,  1.75it/s]
Training 1/3 epoch (loss 0.2326):  23%|██▎       | 3612/16050 [40:49<1:58:30,  1.75it/s]
Training 1/3 epoch (loss 0.2326):  23%|██▎       | 3613/16050 [40:49<3:41:55,  1.07s/it]
Training 1/3 epoch (loss 0.0019):  23%|██▎       | 3613/16050 [40:50<3:41:55,  1.07s/it]
Training 1/3 epoch (loss 0.0019):  23%|██▎       | 3614/16050 [40:50<3:08:23,  1.10it/s]
Training 1/3 epoch (loss 0.0059):  23%|██▎       | 3614/16050 [40:50<3:08:23,  1.10it/s]
Training 1/3 epoch (loss 0.0059):  23%|██▎       | 3615/16050 [40:50<2:45:20,  1.25it/s]
Training 1/3 epoch (loss 0.0067):  23%|██▎       | 3615/16050 [40:51<2:45:20,  1.25it/s]
Training 1/3 epoch (loss 0.0067):  23%|██▎       | 3616/16050 [40:51<2:29:06,  1.39it/s]
Training 1/3 epoch (loss 0.0005):  23%|██▎       | 3616/16050 [40:51<2:29:06,  1.39it/s]
Training 1/3 epoch (loss 0.0005):  23%|██▎       | 3617/16050 [40:51<2:13:32,  1.55it/s]
Training 1/3 epoch (loss 0.0119):  23%|██▎       | 3617/16050 [40:52<2:13:32,  1.55it/s]
Training 1/3 epoch (loss 0.0119):  23%|██▎       | 3618/16050 [40:52<2:10:56,  1.58it/s]
Training 1/3 epoch (loss 0.0053):  23%|██▎       | 3618/16050 [40:52<2:10:56,  1.58it/s]
Training 1/3 epoch (loss 0.0053):  23%|██▎       | 3619/16050 [40:52<1:54:24,  1.81it/s]
Training 1/3 epoch (loss 0.0192):  23%|██▎       | 3619/16050 [40:53<1:54:24,  1.81it/s]
Training 1/3 epoch (loss 0.0192):  23%|██▎       | 3620/16050 [40:53<2:02:14,  1.69it/s]
Training 1/3 epoch (loss 0.0009):  23%|██▎       | 3620/16050 [40:53<2:02:14,  1.69it/s]
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Training 1/3 epoch (loss 0.0295):  23%|██▎       | 3621/16050 [40:54<1:54:22,  1.81it/s]
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Training 1/3 epoch (loss 0.4052):  23%|██▎       | 3622/16050 [40:54<1:45:54,  1.96it/s]
Training 1/3 epoch (loss 0.4052):  23%|██▎       | 3623/16050 [40:54<1:39:53,  2.07it/s]
Training 1/3 epoch (loss 0.0556):  23%|██▎       | 3623/16050 [40:55<1:39:53,  2.07it/s]
Training 1/3 epoch (loss 0.0556):  23%|██▎       | 3624/16050 [40:55<1:48:05,  1.92it/s]
Training 1/3 epoch (loss 0.4887):  23%|██▎       | 3624/16050 [40:55<1:48:05,  1.92it/s]
Training 1/3 epoch (loss 0.4887):  23%|██▎       | 3625/16050 [40:55<1:51:33,  1.86it/s]
Training 1/3 epoch (loss 0.2186):  23%|██▎       | 3625/16050 [40:56<1:51:33,  1.86it/s]
Training 1/3 epoch (loss 0.2186):  23%|██▎       | 3626/16050 [40:56<1:47:57,  1.92it/s]
Training 1/3 epoch (loss 0.0113):  23%|██▎       | 3626/16050 [40:56<1:47:57,  1.92it/s]
Training 1/3 epoch (loss 0.0113):  23%|██▎       | 3627/16050 [40:56<1:36:45,  2.14it/s]
Training 1/3 epoch (loss 0.4965):  23%|██▎       | 3627/16050 [40:57<1:36:45,  2.14it/s]
Training 1/3 epoch (loss 0.4965):  23%|██▎       | 3628/16050 [40:57<1:29:10,  2.32it/s]
Training 1/3 epoch (loss 0.0142):  23%|██▎       | 3628/16050 [40:57<1:29:10,  2.32it/s]
Training 1/3 epoch (loss 0.0142):  23%|██▎       | 3629/16050 [40:57<1:23:27,  2.48it/s]
Training 1/3 epoch (loss 0.3223):  23%|██▎       | 3629/16050 [40:57<1:23:27,  2.48it/s]
Training 1/3 epoch (loss 0.3223):  23%|██▎       | 3630/16050 [40:57<1:23:28,  2.48it/s]
Training 1/3 epoch (loss 0.0221):  23%|██▎       | 3630/16050 [40:58<1:23:28,  2.48it/s]
Training 1/3 epoch (loss 0.0221):  23%|██▎       | 3631/16050 [40:58<1:46:12,  1.95it/s]
Training 1/3 epoch (loss 0.1791):  23%|██▎       | 3631/16050 [40:59<1:46:12,  1.95it/s]
Training 1/3 epoch (loss 0.1791):  23%|██▎       | 3632/16050 [40:59<1:53:45,  1.82it/s]
Training 1/3 epoch (loss 0.0436):  23%|██▎       | 3632/16050 [40:59<1:53:45,  1.82it/s]
Training 1/3 epoch (loss 0.0436):  23%|██▎       | 3633/16050 [40:59<1:48:37,  1.91it/s]
Training 1/3 epoch (loss 0.4082):  23%|██▎       | 3633/16050 [41:00<1:48:37,  1.91it/s]
Training 1/3 epoch (loss 0.4082):  23%|██▎       | 3634/16050 [41:00<1:46:59,  1.93it/s]
Training 1/3 epoch (loss 0.0162):  23%|██▎       | 3634/16050 [41:00<1:46:59,  1.93it/s]
Training 1/3 epoch (loss 0.0162):  23%|██▎       | 3635/16050 [41:00<1:40:27,  2.06it/s]
Training 1/3 epoch (loss 0.0173):  23%|██▎       | 3635/16050 [41:01<1:40:27,  2.06it/s]
Training 1/3 epoch (loss 0.0173):  23%|██▎       | 3636/16050 [41:01<1:47:19,  1.93it/s]
Training 1/3 epoch (loss 0.0073):  23%|██▎       | 3636/16050 [41:01<1:47:19,  1.93it/s]
Training 1/3 epoch (loss 0.0073):  23%|██▎       | 3637/16050 [41:01<1:55:50,  1.79it/s]
Training 1/3 epoch (loss 0.0311):  23%|██▎       | 3637/16050 [41:02<1:55:50,  1.79it/s]
Training 1/3 epoch (loss 0.0311):  23%|██▎       | 3638/16050 [41:02<1:50:52,  1.87it/s]
Training 1/3 epoch (loss 0.0180):  23%|██▎       | 3638/16050 [41:03<1:50:52,  1.87it/s]
Training 1/3 epoch (loss 0.0180):  23%|██▎       | 3639/16050 [41:03<1:56:23,  1.78it/s]
Training 1/3 epoch (loss 0.0180):  23%|██▎       | 3639/16050 [41:03<1:56:23,  1.78it/s]
Training 1/3 epoch (loss 0.0180):  23%|██▎       | 3640/16050 [41:03<2:09:01,  1.60it/s]
Training 1/3 epoch (loss 0.2807):  23%|██▎       | 3640/16050 [41:04<2:09:01,  1.60it/s]
Training 1/3 epoch (loss 0.2807):  23%|██▎       | 3641/16050 [41:04<2:00:20,  1.72it/s]
Training 1/3 epoch (loss 0.2645):  23%|██▎       | 3641/16050 [41:06<2:00:20,  1.72it/s]
Training 1/3 epoch (loss 0.2645):  23%|██▎       | 3642/16050 [41:06<3:43:26,  1.08s/it]
Training 1/3 epoch (loss 0.3488):  23%|██▎       | 3642/16050 [41:06<3:43:26,  1.08s/it]
Training 1/3 epoch (loss 0.3488):  23%|██▎       | 3643/16050 [41:06<3:03:48,  1.12it/s]
Training 1/3 epoch (loss 0.4534):  23%|██▎       | 3643/16050 [41:07<3:03:48,  1.12it/s]
Training 1/3 epoch (loss 0.4534):  23%|██▎       | 3644/16050 [41:07<2:36:47,  1.32it/s]
Training 1/3 epoch (loss 0.0787):  23%|██▎       | 3644/16050 [41:07<2:36:47,  1.32it/s]
Training 1/3 epoch (loss 0.0787):  23%|██▎       | 3645/16050 [41:07<2:15:11,  1.53it/s]
Training 1/3 epoch (loss 0.0175):  23%|██▎       | 3645/16050 [41:08<2:15:11,  1.53it/s]
Training 1/3 epoch (loss 0.0175):  23%|██▎       | 3646/16050 [41:08<2:07:03,  1.63it/s]
Training 1/3 epoch (loss 0.0023):  23%|██▎       | 3646/16050 [41:08<2:07:03,  1.63it/s]
Training 1/3 epoch (loss 0.0023):  23%|██▎       | 3647/16050 [41:08<2:06:28,  1.63it/s]
Training 1/3 epoch (loss 0.0333):  23%|██▎       | 3647/16050 [41:09<2:06:28,  1.63it/s]
Training 1/3 epoch (loss 0.0333):  23%|██▎       | 3648/16050 [41:09<1:57:52,  1.75it/s]
Training 1/3 epoch (loss 0.4470):  23%|██▎       | 3648/16050 [41:09<1:57:52,  1.75it/s]
Training 1/3 epoch (loss 0.4470):  23%|██▎       | 3649/16050 [41:09<1:47:05,  1.93it/s]
Training 1/3 epoch (loss 0.0022):  23%|██▎       | 3649/16050 [41:10<1:47:05,  1.93it/s]
Training 1/3 epoch (loss 0.0022):  23%|██▎       | 3650/16050 [41:10<1:40:31,  2.06it/s]
Training 1/3 epoch (loss 0.0014):  23%|██▎       | 3650/16050 [41:10<1:40:31,  2.06it/s]
Training 1/3 epoch (loss 0.0014):  23%|██▎       | 3651/16050 [41:10<1:44:47,  1.97it/s]
Training 1/3 epoch (loss 0.0793):  23%|██▎       | 3651/16050 [41:11<1:44:47,  1.97it/s]
Training 1/3 epoch (loss 0.0793):  23%|██▎       | 3652/16050 [41:11<1:49:45,  1.88it/s]
Training 1/3 epoch (loss 0.0169):  23%|██▎       | 3652/16050 [41:11<1:49:45,  1.88it/s]
Training 1/3 epoch (loss 0.0169):  23%|██▎       | 3653/16050 [41:11<1:50:26,  1.87it/s]
Training 1/3 epoch (loss 0.0124):  23%|██▎       | 3653/16050 [41:12<1:50:26,  1.87it/s]
Training 1/3 epoch (loss 0.0124):  23%|██▎       | 3654/16050 [41:12<1:42:58,  2.01it/s]
Training 1/3 epoch (loss 0.0322):  23%|██▎       | 3654/16050 [41:12<1:42:58,  2.01it/s]
Training 1/3 epoch (loss 0.0322):  23%|██▎       | 3655/16050 [41:12<1:48:52,  1.90it/s]
Training 1/3 epoch (loss 0.4079):  23%|██▎       | 3655/16050 [41:13<1:48:52,  1.90it/s]
Training 1/3 epoch (loss 0.4079):  23%|██▎       | 3656/16050 [41:13<1:53:25,  1.82it/s]
Training 1/3 epoch (loss 0.0157):  23%|██▎       | 3656/16050 [41:14<1:53:25,  1.82it/s]
Training 1/3 epoch (loss 0.0157):  23%|██▎       | 3657/16050 [41:14<1:52:24,  1.84it/s]
Training 1/3 epoch (loss 0.0007):  23%|██▎       | 3657/16050 [41:14<1:52:24,  1.84it/s]
Training 1/3 epoch (loss 0.0007):  23%|██▎       | 3658/16050 [41:14<1:46:50,  1.93it/s]
Training 1/3 epoch (loss 0.0027):  23%|██▎       | 3658/16050 [41:15<1:46:50,  1.93it/s]
Training 1/3 epoch (loss 0.0027):  23%|██▎       | 3659/16050 [41:15<2:09:02,  1.60it/s]
Training 1/3 epoch (loss 0.0872):  23%|██▎       | 3659/16050 [41:15<2:09:02,  1.60it/s]
Training 1/3 epoch (loss 0.0872):  23%|██▎       | 3660/16050 [41:15<2:03:18,  1.67it/s]
Training 1/3 epoch (loss 0.0435):  23%|██▎       | 3660/16050 [41:16<2:03:18,  1.67it/s]
Training 1/3 epoch (loss 0.0435):  23%|██▎       | 3661/16050 [41:16<2:02:53,  1.68it/s]
Training 1/3 epoch (loss 0.5020):  23%|██▎       | 3661/16050 [41:16<2:02:53,  1.68it/s]
Training 1/3 epoch (loss 0.5020):  23%|██▎       | 3662/16050 [41:16<1:50:58,  1.86it/s]
Training 1/3 epoch (loss 0.0387):  23%|██▎       | 3662/16050 [41:17<1:50:58,  1.86it/s]
Training 1/3 epoch (loss 0.0387):  23%|██▎       | 3663/16050 [41:17<1:42:44,  2.01it/s]
Training 1/3 epoch (loss 0.0379):  23%|██▎       | 3663/16050 [41:17<1:42:44,  2.01it/s]
Training 1/3 epoch (loss 0.0379):  23%|██▎       | 3664/16050 [41:17<1:49:32,  1.88it/s]
Training 1/3 epoch (loss 0.0063):  23%|██▎       | 3664/16050 [41:18<1:49:32,  1.88it/s]
Training 1/3 epoch (loss 0.0063):  23%|██▎       | 3665/16050 [41:18<1:38:28,  2.10it/s]
Training 1/3 epoch (loss 0.0233):  23%|██▎       | 3665/16050 [41:18<1:38:28,  2.10it/s]
Training 1/3 epoch (loss 0.0233):  23%|██▎       | 3666/16050 [41:18<1:41:31,  2.03it/s]
Training 1/3 epoch (loss 0.0069):  23%|██▎       | 3666/16050 [41:19<1:41:31,  2.03it/s]
Training 1/3 epoch (loss 0.0069):  23%|██▎       | 3667/16050 [41:19<1:39:40,  2.07it/s]
Training 1/3 epoch (loss 0.0056):  23%|██▎       | 3667/16050 [41:19<1:39:40,  2.07it/s]
Training 1/3 epoch (loss 0.0056):  23%|██▎       | 3668/16050 [41:19<1:45:33,  1.96it/s]
Training 1/3 epoch (loss 0.0080):  23%|██▎       | 3668/16050 [41:20<1:45:33,  1.96it/s]
Training 1/3 epoch (loss 0.0080):  23%|██▎       | 3669/16050 [41:20<1:46:29,  1.94it/s]
Training 1/3 epoch (loss 0.4428):  23%|██▎       | 3669/16050 [41:20<1:46:29,  1.94it/s]
Training 1/3 epoch (loss 0.4428):  23%|██▎       | 3670/16050 [41:20<1:34:48,  2.18it/s]
Training 1/3 epoch (loss 0.4488):  23%|██▎       | 3670/16050 [41:21<1:34:48,  2.18it/s]
Training 1/3 epoch (loss 0.4488):  23%|██▎       | 3671/16050 [41:21<1:27:44,  2.35it/s]
Training 1/3 epoch (loss 0.1104):  23%|██▎       | 3671/16050 [41:21<1:27:44,  2.35it/s]
Training 1/3 epoch (loss 0.1104):  23%|██▎       | 3672/16050 [41:21<1:27:09,  2.37it/s]
Training 1/3 epoch (loss 0.2884):  23%|██▎       | 3672/16050 [41:23<1:27:09,  2.37it/s]
Training 1/3 epoch (loss 0.2884):  23%|██▎       | 3673/16050 [41:23<3:19:27,  1.03it/s]
Training 1/3 epoch (loss 0.0013):  23%|██▎       | 3673/16050 [41:24<3:19:27,  1.03it/s]
Training 1/3 epoch (loss 0.0013):  23%|██▎       | 3674/16050 [41:24<2:48:11,  1.23it/s]
Training 1/3 epoch (loss 0.0658):  23%|██▎       | 3674/16050 [41:24<2:48:11,  1.23it/s]
Training 1/3 epoch (loss 0.0658):  23%|██▎       | 3675/16050 [41:24<2:29:56,  1.38it/s]
Training 1/3 epoch (loss 0.0901):  23%|██▎       | 3675/16050 [41:25<2:29:56,  1.38it/s]
Training 1/3 epoch (loss 0.0901):  23%|██▎       | 3676/16050 [41:25<2:43:20,  1.26it/s]
Training 1/3 epoch (loss 0.0789):  23%|██▎       | 3676/16050 [41:26<2:43:20,  1.26it/s]
Training 1/3 epoch (loss 0.0789):  23%|██▎       | 3677/16050 [41:26<2:32:20,  1.35it/s]
Training 1/3 epoch (loss 0.0128):  23%|██▎       | 3677/16050 [41:26<2:32:20,  1.35it/s]
Training 1/3 epoch (loss 0.0128):  23%|██▎       | 3678/16050 [41:26<2:20:26,  1.47it/s]
Training 1/3 epoch (loss 0.0154):  23%|██▎       | 3678/16050 [41:27<2:20:26,  1.47it/s]
Training 1/3 epoch (loss 0.0154):  23%|██▎       | 3679/16050 [41:27<2:06:56,  1.62it/s]
Training 1/3 epoch (loss 0.0029):  23%|██▎       | 3679/16050 [41:27<2:06:56,  1.62it/s]
Training 1/3 epoch (loss 0.0029):  23%|██▎       | 3680/16050 [41:27<1:56:29,  1.77it/s]
Training 1/3 epoch (loss 0.3652):  23%|██▎       | 3680/16050 [41:30<1:56:29,  1.77it/s]
Training 1/3 epoch (loss 0.3652):  23%|██▎       | 3681/16050 [41:30<3:46:47,  1.10s/it]
Training 1/3 epoch (loss 0.0192):  23%|██▎       | 3681/16050 [41:30<3:46:47,  1.10s/it]
Training 1/3 epoch (loss 0.0192):  23%|██▎       | 3682/16050 [41:30<2:57:48,  1.16it/s]
Training 1/3 epoch (loss 0.0659):  23%|██▎       | 3682/16050 [41:31<2:57:48,  1.16it/s]
Training 1/3 epoch (loss 0.0659):  23%|██▎       | 3683/16050 [41:31<2:45:03,  1.25it/s]
Training 1/3 epoch (loss 0.2813):  23%|██▎       | 3683/16050 [41:31<2:45:03,  1.25it/s]
Training 1/3 epoch (loss 0.2813):  23%|██▎       | 3684/16050 [41:31<2:24:39,  1.42it/s]
Training 1/3 epoch (loss 0.4382):  23%|██▎       | 3684/16050 [41:33<2:24:39,  1.42it/s]
Training 1/3 epoch (loss 0.4382):  23%|██▎       | 3685/16050 [41:33<4:05:36,  1.19s/it]
Training 1/3 epoch (loss 0.4024):  23%|██▎       | 3685/16050 [41:34<4:05:36,  1.19s/it]
Training 1/3 epoch (loss 0.4024):  23%|██▎       | 3686/16050 [41:34<3:30:34,  1.02s/it]
Training 1/3 epoch (loss 0.1354):  23%|██▎       | 3686/16050 [41:35<3:30:34,  1.02s/it]
Training 1/3 epoch (loss 0.1354):  23%|██▎       | 3687/16050 [41:35<3:19:48,  1.03it/s]
Training 1/3 epoch (loss 0.0213):  23%|██▎       | 3687/16050 [41:35<3:19:48,  1.03it/s]
Training 1/3 epoch (loss 0.0213):  23%|██▎       | 3688/16050 [41:35<2:48:56,  1.22it/s]
Training 1/3 epoch (loss 0.0651):  23%|██▎       | 3688/16050 [41:36<2:48:56,  1.22it/s]
Training 1/3 epoch (loss 0.0651):  23%|██▎       | 3689/16050 [41:36<2:51:25,  1.20it/s]
Training 1/3 epoch (loss 0.5687):  23%|██▎       | 3689/16050 [41:37<2:51:25,  1.20it/s]
Training 1/3 epoch (loss 0.5687):  23%|██▎       | 3690/16050 [41:37<2:25:09,  1.42it/s]
Training 1/3 epoch (loss 0.0230):  23%|██▎       | 3690/16050 [41:37<2:25:09,  1.42it/s]
Training 1/3 epoch (loss 0.0230):  23%|██▎       | 3691/16050 [41:37<2:20:17,  1.47it/s]
Training 1/3 epoch (loss 0.3147):  23%|██▎       | 3691/16050 [41:38<2:20:17,  1.47it/s]
Training 1/3 epoch (loss 0.3147):  23%|██▎       | 3692/16050 [41:38<2:04:37,  1.65it/s]
Training 1/3 epoch (loss 0.3078):  23%|██▎       | 3692/16050 [41:38<2:04:37,  1.65it/s]
Training 1/3 epoch (loss 0.3078):  23%|██▎       | 3693/16050 [41:38<2:04:05,  1.66it/s]
Training 1/3 epoch (loss 0.0845):  23%|██▎       | 3693/16050 [41:39<2:04:05,  1.66it/s]
Training 1/3 epoch (loss 0.0845):  23%|██▎       | 3694/16050 [41:39<2:03:54,  1.66it/s]
Training 1/3 epoch (loss 0.0520):  23%|██▎       | 3694/16050 [41:39<2:03:54,  1.66it/s]
Training 1/3 epoch (loss 0.0520):  23%|██▎       | 3695/16050 [41:39<2:07:40,  1.61it/s]
Training 1/3 epoch (loss 0.2273):  23%|██▎       | 3695/16050 [41:40<2:07:40,  1.61it/s]
Training 1/3 epoch (loss 0.2273):  23%|██▎       | 3696/16050 [41:40<2:10:09,  1.58it/s]
Training 1/3 epoch (loss 0.2435):  23%|██▎       | 3696/16050 [41:41<2:10:09,  1.58it/s]
Training 1/3 epoch (loss 0.2435):  23%|██▎       | 3697/16050 [41:41<2:09:44,  1.59it/s]
Training 1/3 epoch (loss 0.0378):  23%|██▎       | 3697/16050 [41:41<2:09:44,  1.59it/s]
Training 1/3 epoch (loss 0.0378):  23%|██▎       | 3698/16050 [41:41<2:11:27,  1.57it/s]
Training 1/3 epoch (loss 0.0271):  23%|██▎       | 3698/16050 [41:42<2:11:27,  1.57it/s]
Training 1/3 epoch (loss 0.0271):  23%|██▎       | 3699/16050 [41:42<2:06:21,  1.63it/s]
Training 1/3 epoch (loss 0.5319):  23%|██▎       | 3699/16050 [41:42<2:06:21,  1.63it/s]
Training 1/3 epoch (loss 0.5319):  23%|██▎       | 3700/16050 [41:42<1:57:52,  1.75it/s]
Training 1/3 epoch (loss 0.1043):  23%|██▎       | 3700/16050 [41:43<1:57:52,  1.75it/s]
Training 1/3 epoch (loss 0.1043):  23%|██▎       | 3701/16050 [41:43<2:00:35,  1.71it/s]
Training 1/3 epoch (loss 0.2887):  23%|██▎       | 3701/16050 [41:44<2:00:35,  1.71it/s]
Training 1/3 epoch (loss 0.2887):  23%|██▎       | 3702/16050 [41:44<1:56:29,  1.77it/s]
Training 1/3 epoch (loss 0.0086):  23%|██▎       | 3702/16050 [41:44<1:56:29,  1.77it/s]
Training 1/3 epoch (loss 0.0086):  23%|██▎       | 3703/16050 [41:44<1:57:27,  1.75it/s]
Training 1/3 epoch (loss 0.3247):  23%|██▎       | 3703/16050 [41:45<1:57:27,  1.75it/s]
Training 1/3 epoch (loss 0.3247):  23%|██▎       | 3704/16050 [41:45<1:59:32,  1.72it/s]
Training 1/3 epoch (loss 0.0032):  23%|██▎       | 3704/16050 [41:45<1:59:32,  1.72it/s]
Training 1/3 epoch (loss 0.0032):  23%|██▎       | 3705/16050 [41:45<2:01:39,  1.69it/s]
Training 1/3 epoch (loss 0.0174):  23%|██▎       | 3705/16050 [41:46<2:01:39,  1.69it/s]
Training 1/3 epoch (loss 0.0174):  23%|██▎       | 3706/16050 [41:46<1:56:49,  1.76it/s]
Training 1/3 epoch (loss 0.0013):  23%|██▎       | 3706/16050 [41:46<1:56:49,  1.76it/s]
Training 1/3 epoch (loss 0.0013):  23%|██▎       | 3707/16050 [41:46<1:57:54,  1.74it/s]
Training 1/3 epoch (loss 0.0199):  23%|██▎       | 3707/16050 [41:47<1:57:54,  1.74it/s]
Training 1/3 epoch (loss 0.0199):  23%|██▎       | 3708/16050 [41:47<1:59:47,  1.72it/s]
Training 1/3 epoch (loss 0.3023):  23%|██▎       | 3708/16050 [41:48<1:59:47,  1.72it/s]
Training 1/3 epoch (loss 0.3023):  23%|██▎       | 3709/16050 [41:48<1:52:43,  1.82it/s]
Training 1/3 epoch (loss 0.0409):  23%|██▎       | 3709/16050 [41:48<1:52:43,  1.82it/s]
Training 1/3 epoch (loss 0.0409):  23%|██▎       | 3710/16050 [41:48<1:51:55,  1.84it/s]
Training 1/3 epoch (loss 0.1280):  23%|██▎       | 3710/16050 [41:49<1:51:55,  1.84it/s]
Training 1/3 epoch (loss 0.1280):  23%|██▎       | 3711/16050 [41:49<1:55:55,  1.77it/s]
Training 1/3 epoch (loss 0.1970):  23%|██▎       | 3711/16050 [41:49<1:55:55,  1.77it/s]
Training 1/3 epoch (loss 0.1970):  23%|██▎       | 3712/16050 [41:49<1:46:30,  1.93it/s]
Training 1/3 epoch (loss 0.0330):  23%|██▎       | 3712/16050 [41:50<1:46:30,  1.93it/s]
Training 1/3 epoch (loss 0.0330):  23%|██▎       | 3713/16050 [41:50<2:09:12,  1.59it/s]
Training 1/3 epoch (loss 0.0559):  23%|██▎       | 3713/16050 [41:51<2:09:12,  1.59it/s]
Training 1/3 epoch (loss 0.0559):  23%|██▎       | 3714/16050 [41:51<2:27:29,  1.39it/s]
Training 1/3 epoch (loss 0.0400):  23%|██▎       | 3714/16050 [41:51<2:27:29,  1.39it/s]
Training 1/3 epoch (loss 0.0400):  23%|██▎       | 3715/16050 [41:51<2:19:04,  1.48it/s]
Training 1/3 epoch (loss 0.0155):  23%|██▎       | 3715/16050 [41:52<2:19:04,  1.48it/s]
Training 1/3 epoch (loss 0.0155):  23%|██▎       | 3716/16050 [41:52<2:02:49,  1.67it/s]
Training 1/3 epoch (loss 0.0093):  23%|██▎       | 3716/16050 [41:53<2:02:49,  1.67it/s]
Training 1/3 epoch (loss 0.0093):  23%|██▎       | 3717/16050 [41:53<2:06:43,  1.62it/s]
Training 1/3 epoch (loss 0.0350):  23%|██▎       | 3717/16050 [41:53<2:06:43,  1.62it/s]
Training 1/3 epoch (loss 0.0350):  23%|██▎       | 3718/16050 [41:53<1:56:00,  1.77it/s]
Training 1/3 epoch (loss 0.0532):  23%|██▎       | 3718/16050 [41:54<1:56:00,  1.77it/s]
Training 1/3 epoch (loss 0.0532):  23%|██▎       | 3719/16050 [41:54<2:03:18,  1.67it/s]
Training 1/3 epoch (loss 0.0116):  23%|██▎       | 3719/16050 [41:54<2:03:18,  1.67it/s]
Training 1/3 epoch (loss 0.0116):  23%|██▎       | 3720/16050 [41:54<1:51:44,  1.84it/s]
Training 1/3 epoch (loss 0.4898):  23%|██▎       | 3720/16050 [41:55<1:51:44,  1.84it/s]
Training 1/3 epoch (loss 0.4898):  23%|██▎       | 3721/16050 [41:55<1:55:29,  1.78it/s]
Training 1/3 epoch (loss 0.0020):  23%|██▎       | 3721/16050 [41:55<1:55:29,  1.78it/s]
Training 1/3 epoch (loss 0.0020):  23%|██▎       | 3722/16050 [41:55<1:42:46,  2.00it/s]
Training 1/3 epoch (loss 0.3300):  23%|██▎       | 3722/16050 [41:56<1:42:46,  2.00it/s]
Training 1/3 epoch (loss 0.3300):  23%|██▎       | 3723/16050 [41:56<1:50:28,  1.86it/s]
Training 1/3 epoch (loss 0.1220):  23%|██▎       | 3723/16050 [41:56<1:50:28,  1.86it/s]
Training 1/3 epoch (loss 0.1220):  23%|██▎       | 3724/16050 [41:56<1:41:37,  2.02it/s]
Training 1/3 epoch (loss 0.0198):  23%|██▎       | 3724/16050 [41:56<1:41:37,  2.02it/s]
Training 1/3 epoch (loss 0.0198):  23%|██▎       | 3725/16050 [41:56<1:35:49,  2.14it/s]
Training 1/3 epoch (loss 0.2754):  23%|██▎       | 3725/16050 [41:57<1:35:49,  2.14it/s]
Training 1/3 epoch (loss 0.2754):  23%|██▎       | 3726/16050 [41:57<1:28:07,  2.33it/s]
Training 1/3 epoch (loss 0.5593):  23%|██▎       | 3726/16050 [41:57<1:28:07,  2.33it/s]
Training 1/3 epoch (loss 0.5593):  23%|██▎       | 3727/16050 [41:57<1:34:31,  2.17it/s]
Training 1/3 epoch (loss 0.0099):  23%|██▎       | 3727/16050 [41:58<1:34:31,  2.17it/s]
Training 1/3 epoch (loss 0.0099):  23%|██▎       | 3728/16050 [41:58<1:31:52,  2.24it/s]
Training 1/3 epoch (loss 0.0214):  23%|██▎       | 3728/16050 [41:58<1:31:52,  2.24it/s]
Training 1/3 epoch (loss 0.0214):  23%|██▎       | 3729/16050 [41:58<1:38:28,  2.09it/s]
Training 1/3 epoch (loss 0.0140):  23%|██▎       | 3729/16050 [41:59<1:38:28,  2.09it/s]
Training 1/3 epoch (loss 0.0140):  23%|██▎       | 3730/16050 [41:59<1:46:26,  1.93it/s]
Training 1/3 epoch (loss 0.0011):  23%|██▎       | 3730/16050 [41:59<1:46:26,  1.93it/s]
Training 1/3 epoch (loss 0.0011):  23%|██▎       | 3731/16050 [41:59<1:35:34,  2.15it/s]
Training 1/3 epoch (loss 0.3140):  23%|██▎       | 3731/16050 [42:00<1:35:34,  2.15it/s]
Training 1/3 epoch (loss 0.3140):  23%|██▎       | 3732/16050 [42:00<1:28:43,  2.31it/s]
Training 1/3 epoch (loss 0.1482):  23%|██▎       | 3732/16050 [42:00<1:28:43,  2.31it/s]
Training 1/3 epoch (loss 0.1482):  23%|██▎       | 3733/16050 [42:00<1:43:15,  1.99it/s]
Training 1/3 epoch (loss 0.0181):  23%|██▎       | 3733/16050 [42:01<1:43:15,  1.99it/s]
Training 1/3 epoch (loss 0.0181):  23%|██▎       | 3734/16050 [42:01<1:38:02,  2.09it/s]
Training 1/3 epoch (loss 0.0015):  23%|██▎       | 3734/16050 [42:01<1:38:02,  2.09it/s]
Training 1/3 epoch (loss 0.0015):  23%|██▎       | 3735/16050 [42:01<1:32:50,  2.21it/s]
Training 1/3 epoch (loss 0.6851):  23%|██▎       | 3735/16050 [42:03<1:32:50,  2.21it/s]
Training 1/3 epoch (loss 0.6851):  23%|██▎       | 3736/16050 [42:03<3:22:10,  1.02it/s]
Training 1/3 epoch (loss 0.6913):  23%|██▎       | 3736/16050 [42:04<3:22:10,  1.02it/s]
Training 1/3 epoch (loss 0.6913):  23%|██▎       | 3737/16050 [42:04<2:46:46,  1.23it/s]
Training 1/3 epoch (loss 0.6011):  23%|██▎       | 3737/16050 [42:04<2:46:46,  1.23it/s]
Training 1/3 epoch (loss 0.6011):  23%|██▎       | 3738/16050 [42:04<2:22:39,  1.44it/s]
Training 1/3 epoch (loss 0.0014):  23%|██▎       | 3738/16050 [42:05<2:22:39,  1.44it/s]
Training 1/3 epoch (loss 0.0014):  23%|██▎       | 3739/16050 [42:05<2:09:06,  1.59it/s]
Training 1/3 epoch (loss 0.4795):  23%|██▎       | 3739/16050 [42:05<2:09:06,  1.59it/s]
Training 1/3 epoch (loss 0.4795):  23%|██▎       | 3740/16050 [42:05<1:54:45,  1.79it/s]
Training 1/3 epoch (loss 0.0033):  23%|██▎       | 3740/16050 [42:05<1:54:45,  1.79it/s]
Training 1/3 epoch (loss 0.0033):  23%|██▎       | 3741/16050 [42:05<1:44:31,  1.96it/s]
Training 1/3 epoch (loss 0.3146):  23%|██▎       | 3741/16050 [42:06<1:44:31,  1.96it/s]
Training 1/3 epoch (loss 0.3146):  23%|██▎       | 3742/16050 [42:06<1:40:36,  2.04it/s]
Training 1/3 epoch (loss 0.0048):  23%|██▎       | 3742/16050 [42:07<1:40:36,  2.04it/s]
Training 1/3 epoch (loss 0.0048):  23%|██▎       | 3743/16050 [42:07<1:51:42,  1.84it/s]
Training 1/3 epoch (loss 0.0055):  23%|██▎       | 3743/16050 [42:07<1:51:42,  1.84it/s]
Training 1/3 epoch (loss 0.0055):  23%|██▎       | 3744/16050 [42:07<1:47:59,  1.90it/s]
Training 1/3 epoch (loss 0.0026):  23%|██▎       | 3744/16050 [42:08<1:47:59,  1.90it/s]
Training 1/3 epoch (loss 0.0026):  23%|██▎       | 3745/16050 [42:08<2:02:00,  1.68it/s]
Training 1/3 epoch (loss 0.3204):  23%|██▎       | 3745/16050 [42:08<2:02:00,  1.68it/s]
Training 1/3 epoch (loss 0.3204):  23%|██▎       | 3746/16050 [42:08<2:06:09,  1.63it/s]
Training 1/3 epoch (loss 0.3479):  23%|██▎       | 3746/16050 [42:09<2:06:09,  1.63it/s]
Training 1/3 epoch (loss 0.3479):  23%|██▎       | 3747/16050 [42:09<1:56:25,  1.76it/s]
Training 1/3 epoch (loss 0.0501):  23%|██▎       | 3747/16050 [42:09<1:56:25,  1.76it/s]
Training 1/3 epoch (loss 0.0501):  23%|██▎       | 3748/16050 [42:09<1:54:21,  1.79it/s]
Training 1/3 epoch (loss 0.4741):  23%|██▎       | 3748/16050 [42:10<1:54:21,  1.79it/s]
Training 1/3 epoch (loss 0.4741):  23%|██▎       | 3749/16050 [42:10<1:41:56,  2.01it/s]
Training 1/3 epoch (loss 0.0071):  23%|██▎       | 3749/16050 [42:10<1:41:56,  2.01it/s]
Training 1/3 epoch (loss 0.0071):  23%|██▎       | 3750/16050 [42:10<1:40:03,  2.05it/s]
Training 1/3 epoch (loss 0.9527):  23%|██▎       | 3750/16050 [42:11<1:40:03,  2.05it/s]
Training 1/3 epoch (loss 0.9527):  23%|██▎       | 3751/16050 [42:11<1:48:20,  1.89it/s]
Training 1/3 epoch (loss 0.6026):  23%|██▎       | 3751/16050 [42:12<1:48:20,  1.89it/s]
Training 1/3 epoch (loss 0.6026):  23%|██▎       | 3752/16050 [42:12<2:05:35,  1.63it/s]
Training 1/3 epoch (loss 0.3437):  23%|██▎       | 3752/16050 [42:12<2:05:35,  1.63it/s]
Training 1/3 epoch (loss 0.3437):  23%|██▎       | 3753/16050 [42:12<1:57:21,  1.75it/s]
Training 1/3 epoch (loss 0.0339):  23%|██▎       | 3753/16050 [42:13<1:57:21,  1.75it/s]
Training 1/3 epoch (loss 0.0339):  23%|██▎       | 3754/16050 [42:13<2:03:22,  1.66it/s]
Training 1/3 epoch (loss 0.0118):  23%|██▎       | 3754/16050 [42:13<2:03:22,  1.66it/s]
Training 1/3 epoch (loss 0.0118):  23%|██▎       | 3755/16050 [42:13<1:55:04,  1.78it/s]
Training 1/3 epoch (loss 0.0079):  23%|██▎       | 3755/16050 [42:14<1:55:04,  1.78it/s]
Training 1/3 epoch (loss 0.0079):  23%|██▎       | 3756/16050 [42:14<1:44:37,  1.96it/s]
Training 1/3 epoch (loss 0.1393):  23%|██▎       | 3756/16050 [42:15<1:44:37,  1.96it/s]
Training 1/3 epoch (loss 0.1393):  23%|██▎       | 3757/16050 [42:15<2:16:46,  1.50it/s]
Training 1/3 epoch (loss 0.5956):  23%|██▎       | 3757/16050 [42:15<2:16:46,  1.50it/s]
Training 1/3 epoch (loss 0.5956):  23%|██▎       | 3758/16050 [42:15<2:01:47,  1.68it/s]
Training 1/3 epoch (loss 0.5078):  23%|██▎       | 3758/16050 [42:15<2:01:47,  1.68it/s]
Training 1/3 epoch (loss 0.5078):  23%|██▎       | 3759/16050 [42:15<1:44:23,  1.96it/s]
Training 1/3 epoch (loss 0.7639):  23%|██▎       | 3759/16050 [42:16<1:44:23,  1.96it/s]
Training 1/3 epoch (loss 0.7639):  23%|██▎       | 3760/16050 [42:16<1:38:38,  2.08it/s]
Training 1/3 epoch (loss 0.0201):  23%|██▎       | 3760/16050 [42:17<1:38:38,  2.08it/s]
Training 1/3 epoch (loss 0.0201):  23%|██▎       | 3761/16050 [42:17<2:16:08,  1.50it/s]
Training 1/3 epoch (loss 0.0326):  23%|██▎       | 3761/16050 [42:18<2:16:08,  1.50it/s]
Training 1/3 epoch (loss 0.0326):  23%|██▎       | 3762/16050 [42:18<2:19:39,  1.47it/s]
Training 1/3 epoch (loss 0.3423):  23%|██▎       | 3762/16050 [42:19<2:19:39,  1.47it/s]
Training 1/3 epoch (loss 0.3423):  23%|██▎       | 3763/16050 [42:19<2:27:39,  1.39it/s]
Training 1/3 epoch (loss 0.1045):  23%|██▎       | 3763/16050 [42:19<2:27:39,  1.39it/s]
Training 1/3 epoch (loss 0.1045):  23%|██▎       | 3764/16050 [42:19<2:17:07,  1.49it/s]
Training 1/3 epoch (loss 0.1771):  23%|██▎       | 3764/16050 [42:20<2:17:07,  1.49it/s]
Training 1/3 epoch (loss 0.1771):  23%|██▎       | 3765/16050 [42:20<2:09:21,  1.58it/s]
Training 1/3 epoch (loss 0.2218):  23%|██▎       | 3765/16050 [42:20<2:09:21,  1.58it/s]
Training 1/3 epoch (loss 0.2218):  23%|██▎       | 3766/16050 [42:20<2:00:14,  1.70it/s]
Training 1/3 epoch (loss 0.4921):  23%|██▎       | 3766/16050 [42:21<2:00:14,  1.70it/s]
Training 1/3 epoch (loss 0.4921):  23%|██▎       | 3767/16050 [42:21<2:13:53,  1.53it/s]
Training 1/3 epoch (loss 0.0648):  23%|██▎       | 3767/16050 [42:22<2:13:53,  1.53it/s]
Training 1/3 epoch (loss 0.0648):  23%|██▎       | 3768/16050 [42:22<2:13:10,  1.54it/s]
Training 1/3 epoch (loss 0.0689):  23%|██▎       | 3768/16050 [42:22<2:13:10,  1.54it/s]
Training 1/3 epoch (loss 0.0689):  23%|██▎       | 3769/16050 [42:22<1:59:23,  1.71it/s]
Training 1/3 epoch (loss 0.0773):  23%|██▎       | 3769/16050 [42:23<1:59:23,  1.71it/s]
Training 1/3 epoch (loss 0.0773):  23%|██▎       | 3770/16050 [42:23<1:56:08,  1.76it/s]
Training 1/3 epoch (loss 0.4779):  23%|██▎       | 3770/16050 [42:23<1:56:08,  1.76it/s]
Training 1/3 epoch (loss 0.4779):  23%|██▎       | 3771/16050 [42:23<1:50:29,  1.85it/s]
Training 1/3 epoch (loss 0.1260):  23%|██▎       | 3771/16050 [42:24<1:50:29,  1.85it/s]
Training 1/3 epoch (loss 0.1260):  24%|██▎       | 3772/16050 [42:24<1:53:01,  1.81it/s]
Training 1/3 epoch (loss 0.4835):  24%|██▎       | 3772/16050 [42:24<1:53:01,  1.81it/s]
Training 1/3 epoch (loss 0.4835):  24%|██▎       | 3773/16050 [42:24<1:55:05,  1.78it/s]
Training 1/3 epoch (loss 0.4922):  24%|██▎       | 3773/16050 [42:25<1:55:05,  1.78it/s]
Training 1/3 epoch (loss 0.4922):  24%|██▎       | 3774/16050 [42:25<1:48:46,  1.88it/s]
Training 1/3 epoch (loss 0.0036):  24%|██▎       | 3774/16050 [42:25<1:48:46,  1.88it/s]
Training 1/3 epoch (loss 0.0036):  24%|██▎       | 3775/16050 [42:25<1:39:43,  2.05it/s]
Training 1/3 epoch (loss 0.0070):  24%|██▎       | 3775/16050 [42:26<1:39:43,  2.05it/s]
Training 1/3 epoch (loss 0.0070):  24%|██▎       | 3776/16050 [42:26<1:47:22,  1.91it/s]
Training 1/3 epoch (loss 0.4404):  24%|██▎       | 3776/16050 [42:26<1:47:22,  1.91it/s]
Training 1/3 epoch (loss 0.4404):  24%|██▎       | 3777/16050 [42:26<1:47:04,  1.91it/s]
Training 1/3 epoch (loss 0.0455):  24%|██▎       | 3777/16050 [42:27<1:47:04,  1.91it/s]
Training 1/3 epoch (loss 0.0455):  24%|██▎       | 3778/16050 [42:27<1:47:21,  1.91it/s]
Training 1/3 epoch (loss 0.1562):  24%|██▎       | 3778/16050 [42:27<1:47:21,  1.91it/s]
Training 1/3 epoch (loss 0.1562):  24%|██▎       | 3779/16050 [42:27<1:53:57,  1.79it/s]
Training 1/3 epoch (loss 0.0096):  24%|██▎       | 3779/16050 [42:28<1:53:57,  1.79it/s]
Training 1/3 epoch (loss 0.0096):  24%|██▎       | 3780/16050 [42:28<1:57:35,  1.74it/s]
Training 1/3 epoch (loss 0.0556):  24%|██▎       | 3780/16050 [42:28<1:57:35,  1.74it/s]
Training 1/3 epoch (loss 0.0556):  24%|██▎       | 3781/16050 [42:28<1:58:15,  1.73it/s]
Training 1/3 epoch (loss 0.2316):  24%|██▎       | 3781/16050 [42:29<1:58:15,  1.73it/s]
Training 1/3 epoch (loss 0.2316):  24%|██▎       | 3782/16050 [42:29<1:54:29,  1.79it/s]
Training 1/3 epoch (loss 0.0105):  24%|██▎       | 3782/16050 [42:29<1:54:29,  1.79it/s]
Training 1/3 epoch (loss 0.0105):  24%|██▎       | 3783/16050 [42:29<1:44:07,  1.96it/s]
Training 1/3 epoch (loss 0.4030):  24%|██▎       | 3783/16050 [42:30<1:44:07,  1.96it/s]
Training 1/3 epoch (loss 0.4030):  24%|██▎       | 3784/16050 [42:30<1:34:57,  2.15it/s]
Training 1/3 epoch (loss 0.0104):  24%|██▎       | 3784/16050 [42:30<1:34:57,  2.15it/s]
Training 1/3 epoch (loss 0.0104):  24%|██▎       | 3785/16050 [42:30<1:33:41,  2.18it/s]
Training 1/3 epoch (loss 0.2479):  24%|██▎       | 3785/16050 [42:31<1:33:41,  2.18it/s]
Training 1/3 epoch (loss 0.2479):  24%|██▎       | 3786/16050 [42:31<1:29:58,  2.27it/s]
Training 1/3 epoch (loss 0.0049):  24%|██▎       | 3786/16050 [42:31<1:29:58,  2.27it/s]
Training 1/3 epoch (loss 0.0049):  24%|██▎       | 3787/16050 [42:31<1:30:52,  2.25it/s]
Training 1/3 epoch (loss 0.5363):  24%|██▎       | 3787/16050 [42:32<1:30:52,  2.25it/s]
Training 1/3 epoch (loss 0.5363):  24%|██▎       | 3788/16050 [42:32<1:31:55,  2.22it/s]
Training 1/3 epoch (loss 0.0015):  24%|██▎       | 3788/16050 [42:32<1:31:55,  2.22it/s]
Training 1/3 epoch (loss 0.0015):  24%|██▎       | 3789/16050 [42:32<1:32:04,  2.22it/s]
Training 1/3 epoch (loss 0.0875):  24%|██▎       | 3789/16050 [42:33<1:32:04,  2.22it/s]
Training 1/3 epoch (loss 0.0875):  24%|██▎       | 3790/16050 [42:33<1:38:20,  2.08it/s]
Training 1/3 epoch (loss 0.3585):  24%|██▎       | 3790/16050 [42:33<1:38:20,  2.08it/s]
Training 1/3 epoch (loss 0.3585):  24%|██▎       | 3791/16050 [42:33<1:33:10,  2.19it/s]
Training 1/3 epoch (loss 0.0867):  24%|██▎       | 3791/16050 [42:33<1:33:10,  2.19it/s]
Training 1/3 epoch (loss 0.0867):  24%|██▎       | 3792/16050 [42:33<1:39:25,  2.05it/s]
Training 1/3 epoch (loss 0.3271):  24%|██▎       | 3792/16050 [42:34<1:39:25,  2.05it/s]
Training 1/3 epoch (loss 0.3271):  24%|██▎       | 3793/16050 [42:34<1:43:11,  1.98it/s]
Training 1/3 epoch (loss 0.0103):  24%|██▎       | 3793/16050 [42:35<1:43:11,  1.98it/s]
Training 1/3 epoch (loss 0.0103):  24%|██▎       | 3794/16050 [42:35<1:59:32,  1.71it/s]
Training 1/3 epoch (loss 0.0021):  24%|██▎       | 3794/16050 [42:35<1:59:32,  1.71it/s]
Training 1/3 epoch (loss 0.0021):  24%|██▎       | 3795/16050 [42:35<1:56:47,  1.75it/s]
Training 1/3 epoch (loss 0.0315):  24%|██▎       | 3795/16050 [42:36<1:56:47,  1.75it/s]
Training 1/3 epoch (loss 0.0315):  24%|██▎       | 3796/16050 [42:36<1:55:02,  1.78it/s]
Training 1/3 epoch (loss 0.2614):  24%|██▎       | 3796/16050 [42:37<1:55:02,  1.78it/s]
Training 1/3 epoch (loss 0.2614):  24%|██▎       | 3797/16050 [42:37<1:59:38,  1.71it/s]
Training 1/3 epoch (loss 0.0200):  24%|██▎       | 3797/16050 [42:37<1:59:38,  1.71it/s]
Training 1/3 epoch (loss 0.0200):  24%|██▎       | 3798/16050 [42:37<1:56:44,  1.75it/s]
Training 1/3 epoch (loss 0.0229):  24%|██▎       | 3798/16050 [42:37<1:56:44,  1.75it/s]
Training 1/3 epoch (loss 0.0229):  24%|██▎       | 3799/16050 [42:37<1:47:14,  1.90it/s]
Training 1/3 epoch (loss 0.0611):  24%|██▎       | 3799/16050 [42:38<1:47:14,  1.90it/s]
Training 1/3 epoch (loss 0.0611):  24%|██▎       | 3800/16050 [42:38<1:50:40,  1.84it/s]
Training 1/3 epoch (loss 0.4156):  24%|██▎       | 3800/16050 [42:39<1:50:40,  1.84it/s]
Training 1/3 epoch (loss 0.4156):  24%|██▎       | 3801/16050 [42:39<1:57:16,  1.74it/s]
Training 1/3 epoch (loss 0.1340):  24%|██▎       | 3801/16050 [42:39<1:57:16,  1.74it/s]
Training 1/3 epoch (loss 0.1340):  24%|██▎       | 3802/16050 [42:39<2:06:14,  1.62it/s]
Training 1/3 epoch (loss 0.3898):  24%|██▎       | 3802/16050 [42:40<2:06:14,  1.62it/s]
Training 1/3 epoch (loss 0.3898):  24%|██▎       | 3803/16050 [42:40<1:49:45,  1.86it/s]
Training 1/3 epoch (loss 0.0325):  24%|██▎       | 3803/16050 [42:40<1:49:45,  1.86it/s]
Training 1/3 epoch (loss 0.0325):  24%|██▎       | 3804/16050 [42:40<1:44:58,  1.94it/s]
Training 1/3 epoch (loss 0.3075):  24%|██▎       | 3804/16050 [42:41<1:44:58,  1.94it/s]
Training 1/3 epoch (loss 0.3075):  24%|██▎       | 3805/16050 [42:41<2:03:30,  1.65it/s]
Training 1/3 epoch (loss 0.0050):  24%|██▎       | 3805/16050 [42:42<2:03:30,  1.65it/s]
Training 1/3 epoch (loss 0.0050):  24%|██▎       | 3806/16050 [42:42<1:56:23,  1.75it/s]
Training 1/3 epoch (loss 0.0425):  24%|██▎       | 3806/16050 [42:42<1:56:23,  1.75it/s]
Training 1/3 epoch (loss 0.0425):  24%|██▎       | 3807/16050 [42:42<1:55:28,  1.77it/s]
Training 1/3 epoch (loss 0.0044):  24%|██▎       | 3807/16050 [42:43<1:55:28,  1.77it/s]
Training 1/3 epoch (loss 0.0044):  24%|██▎       | 3808/16050 [42:43<1:53:42,  1.79it/s]
Training 1/3 epoch (loss 0.0077):  24%|██▎       | 3808/16050 [42:43<1:53:42,  1.79it/s]
Training 1/3 epoch (loss 0.0077):  24%|██▎       | 3809/16050 [42:43<1:48:07,  1.89it/s]
Training 1/3 epoch (loss 0.0128):  24%|██▎       | 3809/16050 [42:44<1:48:07,  1.89it/s]
Training 1/3 epoch (loss 0.0128):  24%|██▎       | 3810/16050 [42:44<2:05:10,  1.63it/s]
Training 1/3 epoch (loss 0.3257):  24%|██▎       | 3810/16050 [42:44<2:05:10,  1.63it/s]
Training 1/3 epoch (loss 0.3257):  24%|██▎       | 3811/16050 [42:44<1:56:15,  1.75it/s]
Training 1/3 epoch (loss 0.0108):  24%|██▎       | 3811/16050 [42:45<1:56:15,  1.75it/s]
Training 1/3 epoch (loss 0.0108):  24%|██▍       | 3812/16050 [42:45<1:43:38,  1.97it/s]
Training 1/3 epoch (loss 0.2280):  24%|██▍       | 3812/16050 [42:45<1:43:38,  1.97it/s]
Training 1/3 epoch (loss 0.2280):  24%|██▍       | 3813/16050 [42:45<1:37:46,  2.09it/s]
Training 1/3 epoch (loss 0.0058):  24%|██▍       | 3813/16050 [42:46<1:37:46,  2.09it/s]
Training 1/3 epoch (loss 0.0058):  24%|██▍       | 3814/16050 [42:46<1:36:51,  2.11it/s]
Training 1/3 epoch (loss 0.0033):  24%|██▍       | 3814/16050 [42:46<1:36:51,  2.11it/s]
Training 1/3 epoch (loss 0.0033):  24%|██▍       | 3815/16050 [42:46<2:00:24,  1.69it/s]
Training 1/3 epoch (loss 0.0007):  24%|██▍       | 3815/16050 [42:47<2:00:24,  1.69it/s]
Training 1/3 epoch (loss 0.0007):  24%|██▍       | 3816/16050 [42:47<1:54:48,  1.78it/s]
Training 1/3 epoch (loss 0.3786):  24%|██▍       | 3816/16050 [42:47<1:54:48,  1.78it/s]
Training 1/3 epoch (loss 0.3786):  24%|██▍       | 3817/16050 [42:47<1:38:43,  2.07it/s]
Training 1/3 epoch (loss 0.3159):  24%|██▍       | 3817/16050 [42:48<1:38:43,  2.07it/s]
Training 1/3 epoch (loss 0.3159):  24%|██▍       | 3818/16050 [42:48<1:36:42,  2.11it/s]
Training 1/3 epoch (loss 0.0376):  24%|██▍       | 3818/16050 [42:49<1:36:42,  2.11it/s]
Training 1/3 epoch (loss 0.0376):  24%|██▍       | 3819/16050 [42:49<1:54:52,  1.77it/s]
Training 1/3 epoch (loss 0.0407):  24%|██▍       | 3819/16050 [42:49<1:54:52,  1.77it/s]
Training 1/3 epoch (loss 0.0407):  24%|██▍       | 3820/16050 [42:49<1:57:37,  1.73it/s]
Training 1/3 epoch (loss 0.2092):  24%|██▍       | 3820/16050 [42:50<1:57:37,  1.73it/s]
Training 1/3 epoch (loss 0.2092):  24%|██▍       | 3821/16050 [42:50<1:52:57,  1.80it/s]
Training 1/3 epoch (loss 0.6009):  24%|██▍       | 3821/16050 [42:50<1:52:57,  1.80it/s]
Training 1/3 epoch (loss 0.6009):  24%|██▍       | 3822/16050 [42:50<1:43:16,  1.97it/s]
Training 1/3 epoch (loss 0.0016):  24%|██▍       | 3822/16050 [42:50<1:43:16,  1.97it/s]
Training 1/3 epoch (loss 0.0016):  24%|██▍       | 3823/16050 [42:50<1:39:26,  2.05it/s]
Training 1/3 epoch (loss 0.0010):  24%|██▍       | 3823/16050 [42:51<1:39:26,  2.05it/s]
Training 1/3 epoch (loss 0.0010):  24%|██▍       | 3824/16050 [42:51<1:30:54,  2.24it/s]
Training 1/3 epoch (loss 0.0006):  24%|██▍       | 3824/16050 [42:51<1:30:54,  2.24it/s]
Training 1/3 epoch (loss 0.0006):  24%|██▍       | 3825/16050 [42:51<1:25:49,  2.37it/s]
Training 1/3 epoch (loss 0.1474):  24%|██▍       | 3825/16050 [42:52<1:25:49,  2.37it/s]
Training 1/3 epoch (loss 0.1474):  24%|██▍       | 3826/16050 [42:52<1:38:37,  2.07it/s]
Training 1/3 epoch (loss 0.0019):  24%|██▍       | 3826/16050 [42:52<1:38:37,  2.07it/s]
Training 1/3 epoch (loss 0.0019):  24%|██▍       | 3827/16050 [42:52<1:38:39,  2.07it/s]
Training 1/3 epoch (loss 0.0008):  24%|██▍       | 3827/16050 [42:53<1:38:39,  2.07it/s]
Training 1/3 epoch (loss 0.0008):  24%|██▍       | 3828/16050 [42:53<1:34:12,  2.16it/s]
Training 1/3 epoch (loss 0.0195):  24%|██▍       | 3828/16050 [42:54<1:34:12,  2.16it/s]
Training 1/3 epoch (loss 0.0195):  24%|██▍       | 3829/16050 [42:54<1:59:02,  1.71it/s]
Training 1/3 epoch (loss 0.0044):  24%|██▍       | 3829/16050 [42:54<1:59:02,  1.71it/s]
Training 1/3 epoch (loss 0.0044):  24%|██▍       | 3830/16050 [42:54<1:54:38,  1.78it/s]
Training 1/3 epoch (loss 0.0550):  24%|██▍       | 3830/16050 [42:55<1:54:38,  1.78it/s]
Training 1/3 epoch (loss 0.0550):  24%|██▍       | 3831/16050 [42:55<2:10:43,  1.56it/s]
Training 1/3 epoch (loss 0.0043):  24%|██▍       | 3831/16050 [42:56<2:10:43,  1.56it/s]
Training 1/3 epoch (loss 0.0043):  24%|██▍       | 3832/16050 [42:56<2:08:50,  1.58it/s]
Training 1/3 epoch (loss 0.2395):  24%|██▍       | 3832/16050 [42:56<2:08:50,  1.58it/s]
Training 1/3 epoch (loss 0.2395):  24%|██▍       | 3833/16050 [42:56<2:03:59,  1.64it/s]
Training 1/3 epoch (loss 0.0325):  24%|██▍       | 3833/16050 [42:57<2:03:59,  1.64it/s]
Training 1/3 epoch (loss 0.0325):  24%|██▍       | 3834/16050 [42:57<1:58:42,  1.72it/s]
Training 1/3 epoch (loss 0.2234):  24%|██▍       | 3834/16050 [42:57<1:58:42,  1.72it/s]
Training 1/3 epoch (loss 0.2234):  24%|██▍       | 3835/16050 [42:57<2:10:58,  1.55it/s]
Training 1/3 epoch (loss 0.3041):  24%|██▍       | 3835/16050 [42:58<2:10:58,  1.55it/s]
Training 1/3 epoch (loss 0.3041):  24%|██▍       | 3836/16050 [42:58<1:57:26,  1.73it/s]
Training 1/3 epoch (loss 0.0048):  24%|██▍       | 3836/16050 [42:58<1:57:26,  1.73it/s]
Training 1/3 epoch (loss 0.0048):  24%|██▍       | 3837/16050 [42:58<1:59:24,  1.70it/s]
Training 1/3 epoch (loss 0.0867):  24%|██▍       | 3837/16050 [42:59<1:59:24,  1.70it/s]
Training 1/3 epoch (loss 0.0867):  24%|██▍       | 3838/16050 [42:59<1:53:16,  1.80it/s]
Training 1/3 epoch (loss 0.5600):  24%|██▍       | 3838/16050 [42:59<1:53:16,  1.80it/s]
Training 1/3 epoch (loss 0.5600):  24%|██▍       | 3839/16050 [42:59<1:41:19,  2.01it/s]
Training 1/3 epoch (loss 0.0429):  24%|██▍       | 3839/16050 [43:00<1:41:19,  2.01it/s]
Training 1/3 epoch (loss 0.0429):  24%|██▍       | 3840/16050 [43:00<1:43:59,  1.96it/s]
Training 1/3 epoch (loss 0.0338):  24%|██▍       | 3840/16050 [43:00<1:43:59,  1.96it/s]
Training 1/3 epoch (loss 0.0338):  24%|██▍       | 3841/16050 [43:00<1:50:32,  1.84it/s]
Training 1/3 epoch (loss 0.4503):  24%|██▍       | 3841/16050 [43:01<1:50:32,  1.84it/s]
Training 1/3 epoch (loss 0.4503):  24%|██▍       | 3842/16050 [43:01<1:46:34,  1.91it/s]
Training 1/3 epoch (loss 0.0360):  24%|██▍       | 3842/16050 [43:01<1:46:34,  1.91it/s]
Training 1/3 epoch (loss 0.0360):  24%|██▍       | 3843/16050 [43:01<1:43:02,  1.97it/s]
Training 1/3 epoch (loss 0.2127):  24%|██▍       | 3843/16050 [43:02<1:43:02,  1.97it/s]
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Training 1/3 epoch (loss 0.0182):  24%|██▍       | 3844/16050 [43:03<2:01:15,  1.68it/s]
Training 1/3 epoch (loss 0.0182):  24%|██▍       | 3845/16050 [43:03<1:54:27,  1.78it/s]
Training 1/3 epoch (loss 0.6537):  24%|██▍       | 3845/16050 [43:03<1:54:27,  1.78it/s]
Training 1/3 epoch (loss 0.6537):  24%|██▍       | 3846/16050 [43:03<1:45:33,  1.93it/s]
Training 1/3 epoch (loss 0.0308):  24%|██▍       | 3846/16050 [43:04<1:45:33,  1.93it/s]
Training 1/3 epoch (loss 0.0308):  24%|██▍       | 3847/16050 [43:04<1:41:48,  2.00it/s]
Training 1/3 epoch (loss 0.0798):  24%|██▍       | 3847/16050 [43:04<1:41:48,  2.00it/s]
Training 1/3 epoch (loss 0.0798):  24%|██▍       | 3848/16050 [43:04<2:03:34,  1.65it/s]
Training 1/3 epoch (loss 0.0048):  24%|██▍       | 3848/16050 [43:05<2:03:34,  1.65it/s]
Training 1/3 epoch (loss 0.0048):  24%|██▍       | 3849/16050 [43:05<1:51:53,  1.82it/s]
Training 1/3 epoch (loss 0.0155):  24%|██▍       | 3849/16050 [43:05<1:51:53,  1.82it/s]
Training 1/3 epoch (loss 0.0155):  24%|██▍       | 3850/16050 [43:05<1:42:43,  1.98it/s]
Training 1/3 epoch (loss 0.4764):  24%|██▍       | 3850/16050 [43:06<1:42:43,  1.98it/s]
Training 1/3 epoch (loss 0.4764):  24%|██▍       | 3851/16050 [43:06<1:32:57,  2.19it/s]
Training 1/3 epoch (loss 0.4795):  24%|██▍       | 3851/16050 [43:06<1:32:57,  2.19it/s]
Training 1/3 epoch (loss 0.4795):  24%|██▍       | 3852/16050 [43:06<1:33:46,  2.17it/s]
Training 1/3 epoch (loss 0.0076):  24%|██▍       | 3852/16050 [43:06<1:33:46,  2.17it/s]
Training 1/3 epoch (loss 0.0076):  24%|██▍       | 3853/16050 [43:06<1:30:23,  2.25it/s]
Training 1/3 epoch (loss 0.2936):  24%|██▍       | 3853/16050 [43:07<1:30:23,  2.25it/s]
Training 1/3 epoch (loss 0.2936):  24%|██▍       | 3854/16050 [43:07<1:42:56,  1.97it/s]
Training 1/3 epoch (loss 0.0453):  24%|██▍       | 3854/16050 [43:08<1:42:56,  1.97it/s]
Training 1/3 epoch (loss 0.0453):  24%|██▍       | 3855/16050 [43:08<1:50:30,  1.84it/s]
Training 1/3 epoch (loss 0.2411):  24%|██▍       | 3855/16050 [43:08<1:50:30,  1.84it/s]
Training 1/3 epoch (loss 0.2411):  24%|██▍       | 3856/16050 [43:08<1:40:57,  2.01it/s]
Training 1/3 epoch (loss 0.4496):  24%|██▍       | 3856/16050 [43:08<1:40:57,  2.01it/s]
Training 1/3 epoch (loss 0.4496):  24%|██▍       | 3857/16050 [43:08<1:34:43,  2.15it/s]
Training 1/3 epoch (loss 0.3671):  24%|██▍       | 3857/16050 [43:09<1:34:43,  2.15it/s]
Training 1/3 epoch (loss 0.3671):  24%|██▍       | 3858/16050 [43:09<2:03:53,  1.64it/s]
Training 1/3 epoch (loss 0.0150):  24%|██▍       | 3858/16050 [43:10<2:03:53,  1.64it/s]
Training 1/3 epoch (loss 0.0150):  24%|██▍       | 3859/16050 [43:10<2:04:05,  1.64it/s]
Training 1/3 epoch (loss 0.0011):  24%|██▍       | 3859/16050 [43:11<2:04:05,  1.64it/s]
Training 1/3 epoch (loss 0.0011):  24%|██▍       | 3860/16050 [43:11<1:58:44,  1.71it/s]
Training 1/3 epoch (loss 0.0024):  24%|██▍       | 3860/16050 [43:11<1:58:44,  1.71it/s]
Training 1/3 epoch (loss 0.0024):  24%|██▍       | 3861/16050 [43:11<2:03:21,  1.65it/s]
Training 1/3 epoch (loss 0.0057):  24%|██▍       | 3861/16050 [43:12<2:03:21,  1.65it/s]
Training 1/3 epoch (loss 0.0057):  24%|██▍       | 3862/16050 [43:12<2:19:59,  1.45it/s]
Training 1/3 epoch (loss 0.5083):  24%|██▍       | 3862/16050 [43:12<2:19:59,  1.45it/s]
Training 1/3 epoch (loss 0.5083):  24%|██▍       | 3863/16050 [43:12<2:00:35,  1.68it/s]
Training 1/3 epoch (loss 0.0776):  24%|██▍       | 3863/16050 [43:13<2:00:35,  1.68it/s]
Training 1/3 epoch (loss 0.0776):  24%|██▍       | 3864/16050 [43:13<2:04:30,  1.63it/s]
Training 1/3 epoch (loss 0.3019):  24%|██▍       | 3864/16050 [43:14<2:04:30,  1.63it/s]
Training 1/3 epoch (loss 0.3019):  24%|██▍       | 3865/16050 [43:14<1:53:36,  1.79it/s]
Training 1/3 epoch (loss 0.0140):  24%|██▍       | 3865/16050 [43:14<1:53:36,  1.79it/s]
Training 1/3 epoch (loss 0.0140):  24%|██▍       | 3866/16050 [43:14<1:51:22,  1.82it/s]
Training 1/3 epoch (loss 0.0022):  24%|██▍       | 3866/16050 [43:15<1:51:22,  1.82it/s]
Training 1/3 epoch (loss 0.0022):  24%|██▍       | 3867/16050 [43:15<1:44:24,  1.94it/s]
Training 1/3 epoch (loss 0.2360):  24%|██▍       | 3867/16050 [43:15<1:44:24,  1.94it/s]
Training 1/3 epoch (loss 0.2360):  24%|██▍       | 3868/16050 [43:15<1:37:07,  2.09it/s]
Training 1/3 epoch (loss 0.6005):  24%|██▍       | 3868/16050 [43:16<1:37:07,  2.09it/s]
Training 1/3 epoch (loss 0.6005):  24%|██▍       | 3869/16050 [43:16<1:57:27,  1.73it/s]
Training 1/3 epoch (loss 0.1616):  24%|██▍       | 3869/16050 [43:16<1:57:27,  1.73it/s]
Training 1/3 epoch (loss 0.1616):  24%|██▍       | 3870/16050 [43:16<1:57:05,  1.73it/s]
Training 1/3 epoch (loss 0.0962):  24%|██▍       | 3870/16050 [43:17<1:57:05,  1.73it/s]
Training 1/3 epoch (loss 0.0962):  24%|██▍       | 3871/16050 [43:17<2:01:32,  1.67it/s]
Training 1/3 epoch (loss 0.3041):  24%|██▍       | 3871/16050 [43:19<2:01:32,  1.67it/s]
Training 1/3 epoch (loss 0.3041):  24%|██▍       | 3872/16050 [43:19<3:40:33,  1.09s/it]
Training 1/3 epoch (loss 0.2716):  24%|██▍       | 3872/16050 [43:20<3:40:33,  1.09s/it]
Training 1/3 epoch (loss 0.2716):  24%|██▍       | 3873/16050 [43:20<3:14:15,  1.04it/s]
Training 1/3 epoch (loss 0.0123):  24%|██▍       | 3873/16050 [43:20<3:14:15,  1.04it/s]
Training 1/3 epoch (loss 0.0123):  24%|██▍       | 3874/16050 [43:20<2:45:31,  1.23it/s]
Training 1/3 epoch (loss 0.0084):  24%|██▍       | 3874/16050 [43:21<2:45:31,  1.23it/s]
Training 1/3 epoch (loss 0.0084):  24%|██▍       | 3875/16050 [43:21<2:26:25,  1.39it/s]
Training 1/3 epoch (loss 0.3274):  24%|██▍       | 3875/16050 [43:21<2:26:25,  1.39it/s]
Training 1/3 epoch (loss 0.3274):  24%|██▍       | 3876/16050 [43:21<2:14:42,  1.51it/s]
Training 1/3 epoch (loss 0.5083):  24%|██▍       | 3876/16050 [43:22<2:14:42,  1.51it/s]
Training 1/3 epoch (loss 0.5083):  24%|██▍       | 3877/16050 [43:22<1:55:04,  1.76it/s]
Training 1/3 epoch (loss 0.0502):  24%|██▍       | 3877/16050 [43:22<1:55:04,  1.76it/s]
Training 1/3 epoch (loss 0.0502):  24%|██▍       | 3878/16050 [43:22<1:57:23,  1.73it/s]
Training 1/3 epoch (loss 0.0794):  24%|██▍       | 3878/16050 [43:23<1:57:23,  1.73it/s]
Training 1/3 epoch (loss 0.0794):  24%|██▍       | 3879/16050 [43:23<2:04:44,  1.63it/s]
Training 1/3 epoch (loss 0.0021):  24%|██▍       | 3879/16050 [43:23<2:04:44,  1.63it/s]
Training 1/3 epoch (loss 0.0021):  24%|██▍       | 3880/16050 [43:23<1:53:17,  1.79it/s]
Training 1/3 epoch (loss 0.2276):  24%|██▍       | 3880/16050 [43:24<1:53:17,  1.79it/s]
Training 1/3 epoch (loss 0.2276):  24%|██▍       | 3881/16050 [43:24<1:50:59,  1.83it/s]
Training 1/3 epoch (loss 0.2401):  24%|██▍       | 3881/16050 [43:24<1:50:59,  1.83it/s]
Training 1/3 epoch (loss 0.2401):  24%|██▍       | 3882/16050 [43:24<1:49:32,  1.85it/s]
Training 1/3 epoch (loss 0.0242):  24%|██▍       | 3882/16050 [43:25<1:49:32,  1.85it/s]
Training 1/3 epoch (loss 0.0242):  24%|██▍       | 3883/16050 [43:25<1:57:24,  1.73it/s]
Training 1/3 epoch (loss 0.0015):  24%|██▍       | 3883/16050 [43:26<1:57:24,  1.73it/s]
Training 1/3 epoch (loss 0.0015):  24%|██▍       | 3884/16050 [43:26<1:45:11,  1.93it/s]
Training 1/3 epoch (loss 0.1057):  24%|██▍       | 3884/16050 [43:26<1:45:11,  1.93it/s]
Training 1/3 epoch (loss 0.1057):  24%|██▍       | 3885/16050 [43:26<1:37:53,  2.07it/s]
Training 1/3 epoch (loss 0.0175):  24%|██▍       | 3885/16050 [43:26<1:37:53,  2.07it/s]
Training 1/3 epoch (loss 0.0175):  24%|██▍       | 3886/16050 [43:26<1:32:00,  2.20it/s]
Training 1/3 epoch (loss 0.6080):  24%|██▍       | 3886/16050 [43:27<1:32:00,  2.20it/s]
Training 1/3 epoch (loss 0.6080):  24%|██▍       | 3887/16050 [43:27<1:44:01,  1.95it/s]
Training 1/3 epoch (loss 0.0567):  24%|██▍       | 3887/16050 [43:28<1:44:01,  1.95it/s]
Training 1/3 epoch (loss 0.0567):  24%|██▍       | 3888/16050 [43:28<1:49:20,  1.85it/s]
Training 1/3 epoch (loss 0.0572):  24%|██▍       | 3888/16050 [43:28<1:49:20,  1.85it/s]
Training 1/3 epoch (loss 0.0572):  24%|██▍       | 3889/16050 [43:28<1:37:12,  2.09it/s]
Training 1/3 epoch (loss 0.4901):  24%|██▍       | 3889/16050 [43:28<1:37:12,  2.09it/s]
Training 1/3 epoch (loss 0.4901):  24%|██▍       | 3890/16050 [43:28<1:40:12,  2.02it/s]
Training 1/3 epoch (loss 0.1327):  24%|██▍       | 3890/16050 [43:29<1:40:12,  2.02it/s]
Training 1/3 epoch (loss 0.1327):  24%|██▍       | 3891/16050 [43:29<1:38:37,  2.05it/s]
Training 1/3 epoch (loss 0.0018):  24%|██▍       | 3891/16050 [43:29<1:38:37,  2.05it/s]
Training 1/3 epoch (loss 0.0018):  24%|██▍       | 3892/16050 [43:29<1:29:42,  2.26it/s]
Training 1/3 epoch (loss 0.0019):  24%|██▍       | 3892/16050 [43:30<1:29:42,  2.26it/s]
Training 1/3 epoch (loss 0.0019):  24%|██▍       | 3893/16050 [43:30<1:39:23,  2.04it/s]
Training 1/3 epoch (loss 0.5649):  24%|██▍       | 3893/16050 [43:30<1:39:23,  2.04it/s]
Training 1/3 epoch (loss 0.5649):  24%|██▍       | 3894/16050 [43:30<1:34:30,  2.14it/s]
Training 1/3 epoch (loss 0.0015):  24%|██▍       | 3894/16050 [43:31<1:34:30,  2.14it/s]
Training 1/3 epoch (loss 0.0015):  24%|██▍       | 3895/16050 [43:31<1:50:13,  1.84it/s]
Training 1/3 epoch (loss 0.1418):  24%|██▍       | 3895/16050 [43:32<1:50:13,  1.84it/s]
Training 1/3 epoch (loss 0.1418):  24%|██▍       | 3896/16050 [43:32<2:03:07,  1.65it/s]
Training 1/3 epoch (loss 0.4388):  24%|██▍       | 3896/16050 [43:32<2:03:07,  1.65it/s]
Training 1/3 epoch (loss 0.4388):  24%|██▍       | 3897/16050 [43:32<2:04:36,  1.63it/s]
Training 1/3 epoch (loss 0.0654):  24%|██▍       | 3897/16050 [43:33<2:04:36,  1.63it/s]
Training 1/3 epoch (loss 0.0654):  24%|██▍       | 3898/16050 [43:33<2:01:07,  1.67it/s]
Training 1/3 epoch (loss 0.3505):  24%|██▍       | 3898/16050 [43:33<2:01:07,  1.67it/s]
Training 1/3 epoch (loss 0.3505):  24%|██▍       | 3899/16050 [43:33<1:45:02,  1.93it/s]
Training 1/3 epoch (loss 0.0487):  24%|██▍       | 3899/16050 [43:34<1:45:02,  1.93it/s]
Training 1/3 epoch (loss 0.0487):  24%|██▍       | 3900/16050 [43:34<1:50:43,  1.83it/s]
Training 1/3 epoch (loss 0.0169):  24%|██▍       | 3900/16050 [43:34<1:50:43,  1.83it/s]
Training 1/3 epoch (loss 0.0169):  24%|██▍       | 3901/16050 [43:34<1:45:34,  1.92it/s]
Training 1/3 epoch (loss 0.0604):  24%|██▍       | 3901/16050 [43:35<1:45:34,  1.92it/s]
Training 1/3 epoch (loss 0.0604):  24%|██▍       | 3902/16050 [43:35<2:02:56,  1.65it/s]
Training 1/3 epoch (loss 0.0877):  24%|██▍       | 3902/16050 [43:36<2:02:56,  1.65it/s]
Training 1/3 epoch (loss 0.0877):  24%|██▍       | 3903/16050 [43:36<2:14:15,  1.51it/s]
Training 1/3 epoch (loss 0.0175):  24%|██▍       | 3903/16050 [43:37<2:14:15,  1.51it/s]
Training 1/3 epoch (loss 0.0175):  24%|██▍       | 3904/16050 [43:37<2:24:47,  1.40it/s]
Training 1/3 epoch (loss 0.3313):  24%|██▍       | 3904/16050 [43:37<2:24:47,  1.40it/s]
Training 1/3 epoch (loss 0.3313):  24%|██▍       | 3905/16050 [43:37<2:10:07,  1.56it/s]
Training 1/3 epoch (loss 0.2015):  24%|██▍       | 3905/16050 [43:38<2:10:07,  1.56it/s]
Training 1/3 epoch (loss 0.2015):  24%|██▍       | 3906/16050 [43:38<1:55:56,  1.75it/s]
Training 1/3 epoch (loss 0.0016):  24%|██▍       | 3906/16050 [43:38<1:55:56,  1.75it/s]
Training 1/3 epoch (loss 0.0016):  24%|██▍       | 3907/16050 [43:38<1:47:45,  1.88it/s]
Training 1/3 epoch (loss 0.4378):  24%|██▍       | 3907/16050 [43:40<1:47:45,  1.88it/s]
Training 1/3 epoch (loss 0.4378):  24%|██▍       | 3908/16050 [43:40<3:37:23,  1.07s/it]
Training 1/3 epoch (loss 0.0333):  24%|██▍       | 3908/16050 [43:41<3:37:23,  1.07s/it]
Training 1/3 epoch (loss 0.0333):  24%|██▍       | 3909/16050 [43:41<3:09:47,  1.07it/s]
Training 1/3 epoch (loss 0.0038):  24%|██▍       | 3909/16050 [43:41<3:09:47,  1.07it/s]
Training 1/3 epoch (loss 0.0038):  24%|██▍       | 3910/16050 [43:41<2:37:20,  1.29it/s]
Training 1/3 epoch (loss 0.3277):  24%|██▍       | 3910/16050 [43:42<2:37:20,  1.29it/s]
Training 1/3 epoch (loss 0.3277):  24%|██▍       | 3911/16050 [43:42<2:10:55,  1.55it/s]
Training 1/3 epoch (loss 0.0043):  24%|██▍       | 3911/16050 [43:42<2:10:55,  1.55it/s]
Training 1/3 epoch (loss 0.0043):  24%|██▍       | 3912/16050 [43:42<1:58:16,  1.71it/s]
Training 1/3 epoch (loss 0.4564):  24%|██▍       | 3912/16050 [43:43<1:58:16,  1.71it/s]
Training 1/3 epoch (loss 0.4564):  24%|██▍       | 3913/16050 [43:43<1:50:52,  1.82it/s]
Training 1/3 epoch (loss 0.4628):  24%|██▍       | 3913/16050 [43:45<1:50:52,  1.82it/s]
Training 1/3 epoch (loss 0.4628):  24%|██▍       | 3914/16050 [43:45<3:33:04,  1.05s/it]
Training 1/3 epoch (loss 0.5083):  24%|██▍       | 3914/16050 [43:45<3:33:04,  1.05s/it]
Training 1/3 epoch (loss 0.5083):  24%|██▍       | 3915/16050 [43:45<2:54:22,  1.16it/s]
Training 1/3 epoch (loss 0.0134):  24%|██▍       | 3915/16050 [43:46<2:54:22,  1.16it/s]
Training 1/3 epoch (loss 0.0134):  24%|██▍       | 3916/16050 [43:46<2:38:30,  1.28it/s]
Training 1/3 epoch (loss 0.0380):  24%|██▍       | 3916/16050 [43:47<2:38:30,  1.28it/s]
Training 1/3 epoch (loss 0.0380):  24%|██▍       | 3917/16050 [43:47<2:42:04,  1.25it/s]
Training 1/3 epoch (loss 0.1658):  24%|██▍       | 3917/16050 [43:47<2:42:04,  1.25it/s]
Training 1/3 epoch (loss 0.1658):  24%|██▍       | 3918/16050 [43:47<2:21:27,  1.43it/s]
Training 1/3 epoch (loss 0.0557):  24%|██▍       | 3918/16050 [43:48<2:21:27,  1.43it/s]
Training 1/3 epoch (loss 0.0557):  24%|██▍       | 3919/16050 [43:48<2:07:58,  1.58it/s]
Training 1/3 epoch (loss 0.0090):  24%|██▍       | 3919/16050 [43:48<2:07:58,  1.58it/s]
Training 1/3 epoch (loss 0.0090):  24%|██▍       | 3920/16050 [43:48<2:09:06,  1.57it/s]
Training 1/3 epoch (loss 0.0038):  24%|██▍       | 3920/16050 [43:49<2:09:06,  1.57it/s]
Training 1/3 epoch (loss 0.0038):  24%|██▍       | 3921/16050 [43:49<2:02:17,  1.65it/s]
Training 1/3 epoch (loss 0.1188):  24%|██▍       | 3921/16050 [43:49<2:02:17,  1.65it/s]
Training 1/3 epoch (loss 0.1188):  24%|██▍       | 3922/16050 [43:49<1:54:03,  1.77it/s]
Training 1/3 epoch (loss 0.2295):  24%|██▍       | 3922/16050 [43:50<1:54:03,  1.77it/s]
Training 1/3 epoch (loss 0.2295):  24%|██▍       | 3923/16050 [43:50<1:44:29,  1.93it/s]
Training 1/3 epoch (loss 0.3863):  24%|██▍       | 3923/16050 [43:52<1:44:29,  1.93it/s]
Training 1/3 epoch (loss 0.3863):  24%|██▍       | 3924/16050 [43:52<3:35:14,  1.07s/it]
Training 1/3 epoch (loss 0.0076):  24%|██▍       | 3924/16050 [43:53<3:35:14,  1.07s/it]
Training 1/3 epoch (loss 0.0076):  24%|██▍       | 3925/16050 [43:53<2:56:58,  1.14it/s]
Training 1/3 epoch (loss 0.0491):  24%|██▍       | 3925/16050 [43:53<2:56:58,  1.14it/s]
Training 1/3 epoch (loss 0.0491):  24%|██▍       | 3926/16050 [43:53<3:01:04,  1.12it/s]
Training 1/3 epoch (loss 0.3965):  24%|██▍       | 3926/16050 [43:54<3:01:04,  1.12it/s]
Training 1/3 epoch (loss 0.3965):  24%|██▍       | 3927/16050 [43:54<2:31:03,  1.34it/s]
Training 1/3 epoch (loss 0.0979):  24%|██▍       | 3927/16050 [43:54<2:31:03,  1.34it/s]
Training 1/3 epoch (loss 0.0979):  24%|██▍       | 3928/16050 [43:54<2:17:42,  1.47it/s]
Training 1/3 epoch (loss 0.0227):  24%|██▍       | 3928/16050 [43:55<2:17:42,  1.47it/s]
Training 1/3 epoch (loss 0.0227):  24%|██▍       | 3929/16050 [43:55<2:04:09,  1.63it/s]
Training 1/3 epoch (loss 0.3330):  24%|██▍       | 3929/16050 [43:55<2:04:09,  1.63it/s]
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Training 1/3 epoch (loss 0.1182):  24%|██▍       | 3930/16050 [43:56<1:51:06,  1.82it/s]
Training 1/3 epoch (loss 0.1182):  24%|██▍       | 3931/16050 [43:56<1:55:32,  1.75it/s]
Training 1/3 epoch (loss 0.0057):  24%|██▍       | 3931/16050 [43:57<1:55:32,  1.75it/s]
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Training 1/3 epoch (loss 0.0042):  24%|██▍       | 3932/16050 [43:57<2:12:22,  1.53it/s]
Training 1/3 epoch (loss 0.0042):  25%|██▍       | 3933/16050 [43:57<2:13:21,  1.51it/s]
Training 1/3 epoch (loss 0.0036):  25%|██▍       | 3933/16050 [43:58<2:13:21,  1.51it/s]
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Training 1/3 epoch (loss 0.2270):  25%|██▍       | 3934/16050 [43:58<1:56:21,  1.74it/s]
Training 1/3 epoch (loss 0.2270):  25%|██▍       | 3935/16050 [43:58<1:46:26,  1.90it/s]
Training 1/3 epoch (loss 0.0355):  25%|██▍       | 3935/16050 [43:59<1:46:26,  1.90it/s]
Training 1/3 epoch (loss 0.0355):  25%|██▍       | 3936/16050 [43:59<2:05:40,  1.61it/s]
Training 1/3 epoch (loss 0.0256):  25%|██▍       | 3936/16050 [44:00<2:05:40,  1.61it/s]
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Training 1/3 epoch (loss 0.0092):  25%|██▍       | 3937/16050 [44:00<2:05:19,  1.61it/s]
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Training 1/3 epoch (loss 0.0330):  25%|██▍       | 3938/16050 [44:01<2:10:18,  1.55it/s]
Training 1/3 epoch (loss 0.0330):  25%|██▍       | 3939/16050 [44:01<1:57:36,  1.72it/s]
Training 1/3 epoch (loss 0.0252):  25%|██▍       | 3939/16050 [44:01<1:57:36,  1.72it/s]
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Training 1/3 epoch (loss 1.5954):  25%|██▍       | 3940/16050 [44:02<1:59:03,  1.70it/s]
Training 1/3 epoch (loss 1.5954):  25%|██▍       | 3941/16050 [44:02<2:01:46,  1.66it/s]
Training 1/3 epoch (loss 0.0338):  25%|██▍       | 3941/16050 [44:03<2:01:46,  1.66it/s]
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Training 1/3 epoch (loss 0.0005):  25%|██▍       | 3942/16050 [44:03<2:11:48,  1.53it/s]
Training 1/3 epoch (loss 0.0005):  25%|██▍       | 3943/16050 [44:03<2:08:34,  1.57it/s]
Training 1/3 epoch (loss 0.0021):  25%|██▍       | 3943/16050 [44:04<2:08:34,  1.57it/s]
Training 1/3 epoch (loss 0.0021):  25%|██▍       | 3944/16050 [44:04<1:54:26,  1.76it/s]
Training 1/3 epoch (loss 0.0585):  25%|██▍       | 3944/16050 [44:04<1:54:26,  1.76it/s]
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Training 1/3 epoch (loss 0.0049):  25%|██▍       | 3945/16050 [44:05<1:57:10,  1.72it/s]
Training 1/3 epoch (loss 0.0049):  25%|██▍       | 3946/16050 [44:05<1:47:06,  1.88it/s]
Training 1/3 epoch (loss 0.4049):  25%|██▍       | 3946/16050 [44:05<1:47:06,  1.88it/s]
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Training 1/3 epoch (loss 0.2559):  25%|██▍       | 3947/16050 [44:06<1:51:46,  1.80it/s]
Training 1/3 epoch (loss 0.2559):  25%|██▍       | 3948/16050 [44:06<1:41:25,  1.99it/s]
Training 1/3 epoch (loss 0.5898):  25%|██▍       | 3948/16050 [44:06<1:41:25,  1.99it/s]
Training 1/3 epoch (loss 0.5898):  25%|██▍       | 3949/16050 [44:06<1:33:04,  2.17it/s]
Training 1/3 epoch (loss 0.1348):  25%|██▍       | 3949/16050 [44:07<1:33:04,  2.17it/s]
Training 1/3 epoch (loss 0.1348):  25%|██▍       | 3950/16050 [44:07<1:29:23,  2.26it/s]
Training 1/3 epoch (loss 0.0082):  25%|██▍       | 3950/16050 [44:07<1:29:23,  2.26it/s]
Training 1/3 epoch (loss 0.0082):  25%|██▍       | 3951/16050 [44:07<1:45:06,  1.92it/s]
Training 1/3 epoch (loss 0.0900):  25%|██▍       | 3951/16050 [44:08<1:45:06,  1.92it/s]
Training 1/3 epoch (loss 0.0900):  25%|██▍       | 3952/16050 [44:08<1:43:05,  1.96it/s]
Training 1/3 epoch (loss 0.0003):  25%|██▍       | 3952/16050 [44:08<1:43:05,  1.96it/s]
Training 1/3 epoch (loss 0.0003):  25%|██▍       | 3953/16050 [44:08<1:34:06,  2.14it/s]
Training 1/3 epoch (loss 0.3764):  25%|██▍       | 3953/16050 [44:09<1:34:06,  2.14it/s]
Training 1/3 epoch (loss 0.3764):  25%|██▍       | 3954/16050 [44:09<1:49:27,  1.84it/s]
Training 1/3 epoch (loss 0.3851):  25%|██▍       | 3954/16050 [44:10<1:49:27,  1.84it/s]
Training 1/3 epoch (loss 0.3851):  25%|██▍       | 3955/16050 [44:10<1:53:46,  1.77it/s]
Training 1/3 epoch (loss 0.0068):  25%|██▍       | 3955/16050 [44:10<1:53:46,  1.77it/s]
Training 1/3 epoch (loss 0.0068):  25%|██▍       | 3956/16050 [44:10<1:53:01,  1.78it/s]
Training 1/3 epoch (loss 0.3543):  25%|██▍       | 3956/16050 [44:10<1:53:01,  1.78it/s]
Training 1/3 epoch (loss 0.3543):  25%|██▍       | 3957/16050 [44:10<1:41:16,  1.99it/s]
Training 1/3 epoch (loss 0.1461):  25%|██▍       | 3957/16050 [44:11<1:41:16,  1.99it/s]
Training 1/3 epoch (loss 0.1461):  25%|██▍       | 3958/16050 [44:11<1:46:46,  1.89it/s]
Training 1/3 epoch (loss 0.0028):  25%|██▍       | 3958/16050 [44:11<1:46:46,  1.89it/s]
Training 1/3 epoch (loss 0.0028):  25%|██▍       | 3959/16050 [44:11<1:43:01,  1.96it/s]
Training 1/3 epoch (loss 0.1292):  25%|██▍       | 3959/16050 [44:12<1:43:01,  1.96it/s]
Training 1/3 epoch (loss 0.1292):  25%|██▍       | 3960/16050 [44:12<1:49:18,  1.84it/s]
Training 1/3 epoch (loss 0.3389):  25%|██▍       | 3960/16050 [44:13<1:49:18,  1.84it/s]
Training 1/3 epoch (loss 0.3389):  25%|██▍       | 3961/16050 [44:13<1:43:50,  1.94it/s]
Training 1/3 epoch (loss 0.0039):  25%|██▍       | 3961/16050 [44:13<1:43:50,  1.94it/s]
Training 1/3 epoch (loss 0.0039):  25%|██▍       | 3962/16050 [44:13<1:50:29,  1.82it/s]
Training 1/3 epoch (loss 0.0546):  25%|██▍       | 3962/16050 [44:14<1:50:29,  1.82it/s]
Training 1/3 epoch (loss 0.0546):  25%|██▍       | 3963/16050 [44:14<1:39:32,  2.02it/s]
Training 1/3 epoch (loss 0.0252):  25%|██▍       | 3963/16050 [44:14<1:39:32,  2.02it/s]
Training 1/3 epoch (loss 0.0252):  25%|██▍       | 3964/16050 [44:14<2:01:19,  1.66it/s]
Training 1/3 epoch (loss 0.1881):  25%|██▍       | 3964/16050 [44:15<2:01:19,  1.66it/s]
Training 1/3 epoch (loss 0.1881):  25%|██▍       | 3965/16050 [44:15<2:04:47,  1.61it/s]
Training 1/3 epoch (loss 0.4531):  25%|██▍       | 3965/16050 [44:16<2:04:47,  1.61it/s]
Training 1/3 epoch (loss 0.4531):  25%|██▍       | 3966/16050 [44:16<1:59:41,  1.68it/s]
Training 1/3 epoch (loss 0.3713):  25%|██▍       | 3966/16050 [44:16<1:59:41,  1.68it/s]
Training 1/3 epoch (loss 0.3713):  25%|██▍       | 3967/16050 [44:16<1:44:05,  1.93it/s]
Training 1/3 epoch (loss 0.2896):  25%|██▍       | 3967/16050 [44:17<1:44:05,  1.93it/s]
Training 1/3 epoch (loss 0.2896):  25%|██▍       | 3968/16050 [44:17<2:08:55,  1.56it/s]
Training 1/3 epoch (loss 0.5938):  25%|██▍       | 3968/16050 [44:17<2:08:55,  1.56it/s]
Training 1/3 epoch (loss 0.5938):  25%|██▍       | 3969/16050 [44:17<1:57:48,  1.71it/s]
Training 1/3 epoch (loss 0.2296):  25%|██▍       | 3969/16050 [44:18<1:57:48,  1.71it/s]
Training 1/3 epoch (loss 0.2296):  25%|██▍       | 3970/16050 [44:18<1:46:39,  1.89it/s]
Training 1/3 epoch (loss 0.0219):  25%|██▍       | 3970/16050 [44:18<1:46:39,  1.89it/s]
Training 1/3 epoch (loss 0.0219):  25%|██▍       | 3971/16050 [44:18<1:52:26,  1.79it/s]
Training 1/3 epoch (loss 0.0269):  25%|██▍       | 3971/16050 [44:19<1:52:26,  1.79it/s]
Training 1/3 epoch (loss 0.0269):  25%|██▍       | 3972/16050 [44:19<1:51:39,  1.80it/s]
Training 1/3 epoch (loss 0.0004):  25%|██▍       | 3972/16050 [44:19<1:51:39,  1.80it/s]
Training 1/3 epoch (loss 0.0004):  25%|██▍       | 3973/16050 [44:19<1:46:10,  1.90it/s]
Training 1/3 epoch (loss 0.0070):  25%|██▍       | 3973/16050 [44:20<1:46:10,  1.90it/s]
Training 1/3 epoch (loss 0.0070):  25%|██▍       | 3974/16050 [44:20<2:00:02,  1.68it/s]
Training 1/3 epoch (loss 0.4864):  25%|██▍       | 3974/16050 [44:21<2:00:02,  1.68it/s]
Training 1/3 epoch (loss 0.4864):  25%|██▍       | 3975/16050 [44:21<1:53:18,  1.78it/s]
Training 1/3 epoch (loss 0.0052):  25%|██▍       | 3975/16050 [44:21<1:53:18,  1.78it/s]
Training 1/3 epoch (loss 0.0052):  25%|██▍       | 3976/16050 [44:21<1:47:00,  1.88it/s]
Training 1/3 epoch (loss 0.0004):  25%|██▍       | 3976/16050 [44:21<1:47:00,  1.88it/s]
Training 1/3 epoch (loss 0.0004):  25%|██▍       | 3977/16050 [44:21<1:40:08,  2.01it/s]
Training 1/3 epoch (loss 0.2518):  25%|██▍       | 3977/16050 [44:22<1:40:08,  2.01it/s]
Training 1/3 epoch (loss 0.2518):  25%|██▍       | 3978/16050 [44:22<1:44:49,  1.92it/s]
Training 1/3 epoch (loss 1.1074):  25%|██▍       | 3978/16050 [44:23<1:44:49,  1.92it/s]
Training 1/3 epoch (loss 1.1074):  25%|██▍       | 3979/16050 [44:23<1:45:13,  1.91it/s]
Training 1/3 epoch (loss 0.0075):  25%|██▍       | 3979/16050 [44:23<1:45:13,  1.91it/s]
Training 1/3 epoch (loss 0.0075):  25%|██▍       | 3980/16050 [44:23<1:50:45,  1.82it/s]
Training 1/3 epoch (loss 0.1392):  25%|██▍       | 3980/16050 [44:24<1:50:45,  1.82it/s]
Training 1/3 epoch (loss 0.1392):  25%|██▍       | 3981/16050 [44:24<1:44:47,  1.92it/s]
Training 1/3 epoch (loss 0.0002):  25%|██▍       | 3981/16050 [44:24<1:44:47,  1.92it/s]
Training 1/3 epoch (loss 0.0002):  25%|██▍       | 3982/16050 [44:24<1:45:31,  1.91it/s]
Training 1/3 epoch (loss 0.0607):  25%|██▍       | 3982/16050 [44:25<1:45:31,  1.91it/s]
Training 1/3 epoch (loss 0.0607):  25%|██▍       | 3983/16050 [44:25<1:42:31,  1.96it/s]
Training 1/3 epoch (loss 0.4697):  25%|██▍       | 3983/16050 [44:25<1:42:31,  1.96it/s]
Training 1/3 epoch (loss 0.4697):  25%|██▍       | 3984/16050 [44:25<2:02:27,  1.64it/s]
Training 1/3 epoch (loss 0.0259):  25%|██▍       | 3984/16050 [44:26<2:02:27,  1.64it/s]
Training 1/3 epoch (loss 0.0259):  25%|██▍       | 3985/16050 [44:26<2:20:09,  1.43it/s]
Training 1/3 epoch (loss 0.2735):  25%|██▍       | 3985/16050 [44:29<2:20:09,  1.43it/s]
Training 1/3 epoch (loss 0.2735):  25%|██▍       | 3986/16050 [44:29<4:00:03,  1.19s/it]
Training 1/3 epoch (loss 0.0723):  25%|██▍       | 3986/16050 [44:29<4:00:03,  1.19s/it]
Training 1/3 epoch (loss 0.0723):  25%|██▍       | 3987/16050 [44:29<3:11:39,  1.05it/s]
Training 1/3 epoch (loss 0.0013):  25%|██▍       | 3987/16050 [44:29<3:11:39,  1.05it/s]
Training 1/3 epoch (loss 0.0013):  25%|██▍       | 3988/16050 [44:29<2:35:13,  1.30it/s]
Training 1/3 epoch (loss 0.3051):  25%|██▍       | 3988/16050 [44:30<2:35:13,  1.30it/s]
Training 1/3 epoch (loss 0.3051):  25%|██▍       | 3989/16050 [44:30<2:29:18,  1.35it/s]
Training 1/3 epoch (loss 0.5198):  25%|██▍       | 3989/16050 [44:31<2:29:18,  1.35it/s]
Training 1/3 epoch (loss 0.5198):  25%|██▍       | 3990/16050 [44:31<2:12:26,  1.52it/s]
Training 1/3 epoch (loss 0.0210):  25%|██▍       | 3990/16050 [44:31<2:12:26,  1.52it/s]
Training 1/3 epoch (loss 0.0210):  25%|██▍       | 3991/16050 [44:31<2:01:58,  1.65it/s]
Training 1/3 epoch (loss 0.2428):  25%|██▍       | 3991/16050 [44:32<2:01:58,  1.65it/s]
Training 1/3 epoch (loss 0.2428):  25%|██▍       | 3992/16050 [44:32<2:14:28,  1.49it/s]
Training 1/3 epoch (loss 0.2055):  25%|██▍       | 3992/16050 [44:33<2:14:28,  1.49it/s]
Training 1/3 epoch (loss 0.2055):  25%|██▍       | 3993/16050 [44:33<2:11:25,  1.53it/s]
Training 1/3 epoch (loss 0.4522):  25%|██▍       | 3993/16050 [44:33<2:11:25,  1.53it/s]
Training 1/3 epoch (loss 0.4522):  25%|██▍       | 3994/16050 [44:33<2:01:13,  1.66it/s]
Training 1/3 epoch (loss 0.5311):  25%|██▍       | 3994/16050 [44:33<2:01:13,  1.66it/s]
Training 1/3 epoch (loss 0.5311):  25%|██▍       | 3995/16050 [44:33<1:45:59,  1.90it/s]
Training 1/3 epoch (loss 0.0294):  25%|██▍       | 3995/16050 [44:34<1:45:59,  1.90it/s]
Training 1/3 epoch (loss 0.0294):  25%|██▍       | 3996/16050 [44:34<2:00:58,  1.66it/s]
Training 1/3 epoch (loss 0.0811):  25%|██▍       | 3996/16050 [44:35<2:00:58,  1.66it/s]
Training 1/3 epoch (loss 0.0811):  25%|██▍       | 3997/16050 [44:35<2:06:45,  1.58it/s]
Training 1/3 epoch (loss 0.2750):  25%|██▍       | 3997/16050 [44:37<2:06:45,  1.58it/s]
Training 1/3 epoch (loss 0.2750):  25%|██▍       | 3998/16050 [44:37<3:50:18,  1.15s/it]
Training 1/3 epoch (loss 0.3202):  25%|██▍       | 3998/16050 [44:38<3:50:18,  1.15s/it]
Training 1/3 epoch (loss 0.3202):  25%|██▍       | 3999/16050 [44:38<3:21:23,  1.00s/it]
Training 1/3 epoch (loss 0.0647):  25%|██▍       | 3999/16050 [44:38<3:21:23,  1.00s/it]
Training 1/3 epoch (loss 0.0647):  25%|██▍       | 4000/16050 [44:38<2:49:33,  1.18it/s]
Training 1/3 epoch (loss 0.0964):  25%|██▍       | 4000/16050 [44:39<2:49:33,  1.18it/s]
Training 1/3 epoch (loss 0.0964):  25%|██▍       | 4001/16050 [44:39<2:25:04,  1.38it/s]
Training 1/3 epoch (loss 0.5093):  25%|██▍       | 4001/16050 [44:39<2:25:04,  1.38it/s]
Training 1/3 epoch (loss 0.5093):  25%|██▍       | 4002/16050 [44:39<2:12:54,  1.51it/s]
Training 1/3 epoch (loss 0.0530):  25%|██▍       | 4002/16050 [44:40<2:12:54,  1.51it/s]
Training 1/3 epoch (loss 0.0530):  25%|██▍       | 4003/16050 [44:40<1:59:25,  1.68it/s]
Training 1/3 epoch (loss 0.4099):  25%|██▍       | 4003/16050 [44:40<1:59:25,  1.68it/s]
Training 1/3 epoch (loss 0.4099):  25%|██▍       | 4004/16050 [44:40<1:48:08,  1.86it/s]
Training 1/3 epoch (loss 0.4481):  25%|██▍       | 4004/16050 [44:41<1:48:08,  1.86it/s]
Training 1/3 epoch (loss 0.4481):  25%|██▍       | 4005/16050 [44:41<1:44:15,  1.93it/s]
Training 1/3 epoch (loss 0.0053):  25%|██▍       | 4005/16050 [44:41<1:44:15,  1.93it/s]
Training 1/3 epoch (loss 0.0053):  25%|██▍       | 4006/16050 [44:41<1:44:24,  1.92it/s]
Training 1/3 epoch (loss 0.0013):  25%|██▍       | 4006/16050 [44:42<1:44:24,  1.92it/s]
Training 1/3 epoch (loss 0.0013):  25%|██▍       | 4007/16050 [44:42<1:41:27,  1.98it/s]
Training 1/3 epoch (loss 0.2302):  25%|██▍       | 4007/16050 [44:44<1:41:27,  1.98it/s]
Training 1/3 epoch (loss 0.2302):  25%|██▍       | 4008/16050 [44:44<3:32:41,  1.06s/it]
Training 1/3 epoch (loss 0.4804):  25%|██▍       | 4008/16050 [44:44<3:32:41,  1.06s/it]
Training 1/3 epoch (loss 0.4804):  25%|██▍       | 4009/16050 [44:44<2:58:02,  1.13it/s]
Training 1/3 epoch (loss 0.0310):  25%|██▍       | 4009/16050 [44:45<2:58:02,  1.13it/s]
Training 1/3 epoch (loss 0.0310):  25%|██▍       | 4010/16050 [44:45<2:49:13,  1.19it/s]
Training 1/3 epoch (loss 0.0626):  25%|██▍       | 4010/16050 [44:46<2:49:13,  1.19it/s]
Training 1/3 epoch (loss 0.0626):  25%|██▍       | 4011/16050 [44:46<2:23:48,  1.40it/s]
Training 1/3 epoch (loss 0.3789):  25%|██▍       | 4011/16050 [44:46<2:23:48,  1.40it/s]
Training 1/3 epoch (loss 0.3789):  25%|██▍       | 4012/16050 [44:46<2:12:41,  1.51it/s]
Training 1/3 epoch (loss 0.0051):  25%|██▍       | 4012/16050 [44:47<2:12:41,  1.51it/s]
Training 1/3 epoch (loss 0.0051):  25%|██▌       | 4013/16050 [44:47<2:05:54,  1.59it/s]
Training 1/3 epoch (loss 0.0115):  25%|██▌       | 4013/16050 [44:47<2:05:54,  1.59it/s]
Training 1/3 epoch (loss 0.0115):  25%|██▌       | 4014/16050 [44:47<1:55:36,  1.74it/s]
Training 1/3 epoch (loss 0.7074):  25%|██▌       | 4014/16050 [44:47<1:55:36,  1.74it/s]
Training 1/3 epoch (loss 0.7074):  25%|██▌       | 4015/16050 [44:47<1:39:33,  2.01it/s]
Training 1/3 epoch (loss 0.0289):  25%|██▌       | 4015/16050 [44:48<1:39:33,  2.01it/s]
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Training 1/3 epoch (loss 0.1022):  25%|██▌       | 4017/16050 [44:49<1:45:11,  1.91it/s]
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Training 1/3 epoch (loss 0.0216):  25%|██▌       | 4018/16050 [44:50<1:53:14,  1.77it/s]
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Training 1/3 epoch (loss 0.1151):  25%|██▌       | 4019/16050 [44:51<1:58:20,  1.69it/s]
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Training 1/3 epoch (loss 0.4739):  25%|██▌       | 4020/16050 [44:51<2:17:52,  1.45it/s]
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Training 1/3 epoch (loss 0.0347):  25%|██▌       | 4021/16050 [44:52<2:05:26,  1.60it/s]
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Training 1/3 epoch (loss 0.1826):  25%|██▌       | 4024/16050 [44:53<1:52:18,  1.78it/s]
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Training 1/3 epoch (loss 0.0160):  25%|██▌       | 4025/16050 [44:54<1:39:16,  2.02it/s]
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Training 1/3 epoch (loss 0.0343):  25%|██▌       | 4026/16050 [44:54<1:38:20,  2.04it/s]
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Training 1/3 epoch (loss 0.0019):  25%|██▌       | 4027/16050 [44:55<1:46:05,  1.89it/s]
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Training 1/3 epoch (loss 0.0986):  25%|██▌       | 4028/16050 [44:55<1:40:43,  1.99it/s]
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Training 1/3 epoch (loss 0.1573):  25%|██▌       | 4029/16050 [44:56<1:45:35,  1.90it/s]
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Training 1/3 epoch (loss 0.0413):  25%|██▌       | 4030/16050 [44:56<1:50:10,  1.82it/s]
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Training 1/3 epoch (loss 0.0389):  25%|██▌       | 4031/16050 [44:57<1:46:22,  1.88it/s]
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Training 1/3 epoch (loss 0.0462):  25%|██▌       | 4032/16050 [44:57<1:48:21,  1.85it/s]
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Training 1/3 epoch (loss 0.5493):  25%|██▌       | 4033/16050 [44:58<1:43:25,  1.94it/s]
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Training 1/3 epoch (loss 0.0037):  25%|██▌       | 4034/16050 [44:58<1:37:00,  2.06it/s]
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Training 1/3 epoch (loss 0.0256):  25%|██▌       | 4035/16050 [44:59<1:39:55,  2.00it/s]
Training 1/3 epoch (loss 0.0256):  25%|██▌       | 4036/16050 [44:59<1:49:06,  1.84it/s]
Training 1/3 epoch (loss 0.0337):  25%|██▌       | 4036/16050 [44:59<1:49:06,  1.84it/s]
Training 1/3 epoch (loss 0.0337):  25%|██▌       | 4037/16050 [44:59<1:42:51,  1.95it/s]
Training 1/3 epoch (loss 0.0027):  25%|██▌       | 4037/16050 [45:00<1:42:51,  1.95it/s]
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Training 1/3 epoch (loss 0.0350):  25%|██▌       | 4038/16050 [45:01<2:03:32,  1.62it/s]
Training 1/3 epoch (loss 0.0350):  25%|██▌       | 4039/16050 [45:01<2:25:22,  1.38it/s]
Training 1/3 epoch (loss 0.0021):  25%|██▌       | 4039/16050 [45:02<2:25:22,  1.38it/s]
Training 1/3 epoch (loss 0.0021):  25%|██▌       | 4040/16050 [45:02<2:19:13,  1.44it/s]
Training 1/3 epoch (loss 0.0575):  25%|██▌       | 4040/16050 [45:02<2:19:13,  1.44it/s]
Training 1/3 epoch (loss 0.0575):  25%|██▌       | 4041/16050 [45:02<2:00:20,  1.66it/s]
Training 1/3 epoch (loss 0.5013):  25%|██▌       | 4041/16050 [45:03<2:00:20,  1.66it/s]
Training 1/3 epoch (loss 0.5013):  25%|██▌       | 4042/16050 [45:03<2:09:51,  1.54it/s]
Training 1/3 epoch (loss 0.8311):  25%|██▌       | 4042/16050 [45:03<2:09:51,  1.54it/s]
Training 1/3 epoch (loss 0.8311):  25%|██▌       | 4043/16050 [45:03<1:52:04,  1.79it/s]
Training 1/3 epoch (loss 0.0172):  25%|██▌       | 4043/16050 [45:04<1:52:04,  1.79it/s]
Training 1/3 epoch (loss 0.0172):  25%|██▌       | 4044/16050 [45:04<1:55:19,  1.73it/s]
Training 1/3 epoch (loss 0.4785):  25%|██▌       | 4044/16050 [45:04<1:55:19,  1.73it/s]
Training 1/3 epoch (loss 0.4785):  25%|██▌       | 4045/16050 [45:04<1:44:24,  1.92it/s]
Training 1/3 epoch (loss 0.0031):  25%|██▌       | 4045/16050 [45:05<1:44:24,  1.92it/s]
Training 1/3 epoch (loss 0.0031):  25%|██▌       | 4046/16050 [45:05<1:49:34,  1.83it/s]
Training 1/3 epoch (loss 0.0756):  25%|██▌       | 4046/16050 [45:06<1:49:34,  1.83it/s]
Training 1/3 epoch (loss 0.0756):  25%|██▌       | 4047/16050 [45:06<1:51:46,  1.79it/s]
Training 1/3 epoch (loss 0.0117):  25%|██▌       | 4047/16050 [45:06<1:51:46,  1.79it/s]
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Training 1/3 epoch (loss 0.3783):  25%|██▌       | 4048/16050 [45:07<1:59:48,  1.67it/s]
Training 1/3 epoch (loss 0.3783):  25%|██▌       | 4049/16050 [45:07<2:18:58,  1.44it/s]
Training 1/3 epoch (loss 0.0275):  25%|██▌       | 4049/16050 [45:08<2:18:58,  1.44it/s]
Training 1/3 epoch (loss 0.0275):  25%|██▌       | 4050/16050 [45:08<2:01:55,  1.64it/s]
Training 1/3 epoch (loss 0.4806):  25%|██▌       | 4050/16050 [45:08<2:01:55,  1.64it/s]
Training 1/3 epoch (loss 0.4806):  25%|██▌       | 4051/16050 [45:08<2:00:35,  1.66it/s]
Training 1/3 epoch (loss 0.6306):  25%|██▌       | 4051/16050 [45:09<2:00:35,  1.66it/s]
Training 1/3 epoch (loss 0.6306):  25%|██▌       | 4052/16050 [45:09<1:49:21,  1.83it/s]
Training 1/3 epoch (loss 0.3211):  25%|██▌       | 4052/16050 [45:09<1:49:21,  1.83it/s]
Training 1/3 epoch (loss 0.3211):  25%|██▌       | 4053/16050 [45:09<1:44:09,  1.92it/s]
Training 1/3 epoch (loss 0.0142):  25%|██▌       | 4053/16050 [45:10<1:44:09,  1.92it/s]
Training 1/3 epoch (loss 0.0142):  25%|██▌       | 4054/16050 [45:10<1:50:06,  1.82it/s]
Training 1/3 epoch (loss 0.2970):  25%|██▌       | 4054/16050 [45:11<1:50:06,  1.82it/s]
Training 1/3 epoch (loss 0.2970):  25%|██▌       | 4055/16050 [45:11<2:08:43,  1.55it/s]
Training 1/3 epoch (loss 0.3192):  25%|██▌       | 4055/16050 [45:11<2:08:43,  1.55it/s]
Training 1/3 epoch (loss 0.3192):  25%|██▌       | 4056/16050 [45:11<2:00:50,  1.65it/s]
Training 1/3 epoch (loss 0.0176):  25%|██▌       | 4056/16050 [45:11<2:00:50,  1.65it/s]
Training 1/3 epoch (loss 0.0176):  25%|██▌       | 4057/16050 [45:11<1:52:48,  1.77it/s]
Training 1/3 epoch (loss 0.2213):  25%|██▌       | 4057/16050 [45:12<1:52:48,  1.77it/s]
Training 1/3 epoch (loss 0.2213):  25%|██▌       | 4058/16050 [45:12<2:07:31,  1.57it/s]
Training 1/3 epoch (loss 0.2645):  25%|██▌       | 4058/16050 [45:13<2:07:31,  1.57it/s]
Training 1/3 epoch (loss 0.2645):  25%|██▌       | 4059/16050 [45:13<2:00:32,  1.66it/s]
Training 1/3 epoch (loss 0.0953):  25%|██▌       | 4059/16050 [45:13<2:00:32,  1.66it/s]
Training 1/3 epoch (loss 0.0953):  25%|██▌       | 4060/16050 [45:13<1:47:10,  1.86it/s]
Training 1/3 epoch (loss 0.0066):  25%|██▌       | 4060/16050 [45:14<1:47:10,  1.86it/s]
Training 1/3 epoch (loss 0.0066):  25%|██▌       | 4061/16050 [45:14<1:50:55,  1.80it/s]
Training 1/3 epoch (loss 0.4478):  25%|██▌       | 4061/16050 [45:14<1:50:55,  1.80it/s]
Training 1/3 epoch (loss 0.4478):  25%|██▌       | 4062/16050 [45:14<1:42:52,  1.94it/s]
Training 1/3 epoch (loss 0.0049):  25%|██▌       | 4062/16050 [45:15<1:42:52,  1.94it/s]
Training 1/3 epoch (loss 0.0049):  25%|██▌       | 4063/16050 [45:15<1:35:25,  2.09it/s]
Training 1/3 epoch (loss 0.0995):  25%|██▌       | 4063/16050 [45:15<1:35:25,  2.09it/s]
Training 1/3 epoch (loss 0.0995):  25%|██▌       | 4064/16050 [45:15<1:55:33,  1.73it/s]
Training 1/3 epoch (loss 0.0186):  25%|██▌       | 4064/16050 [45:16<1:55:33,  1.73it/s]
Training 1/3 epoch (loss 0.0186):  25%|██▌       | 4065/16050 [45:16<1:53:07,  1.77it/s]
Training 1/3 epoch (loss 0.0046):  25%|██▌       | 4065/16050 [45:16<1:53:07,  1.77it/s]
Training 1/3 epoch (loss 0.0046):  25%|██▌       | 4066/16050 [45:16<1:39:35,  2.01it/s]
Training 1/3 epoch (loss 0.0002):  25%|██▌       | 4066/16050 [45:17<1:39:35,  2.01it/s]
Training 1/3 epoch (loss 0.0002):  25%|██▌       | 4067/16050 [45:17<1:36:23,  2.07it/s]
Training 1/3 epoch (loss 0.0061):  25%|██▌       | 4067/16050 [45:17<1:36:23,  2.07it/s]
Training 1/3 epoch (loss 0.0061):  25%|██▌       | 4068/16050 [45:17<1:34:30,  2.11it/s]
Training 1/3 epoch (loss 0.0302):  25%|██▌       | 4068/16050 [45:18<1:34:30,  2.11it/s]
Training 1/3 epoch (loss 0.0302):  25%|██▌       | 4069/16050 [45:18<1:49:17,  1.83it/s]
Training 1/3 epoch (loss 0.0214):  25%|██▌       | 4069/16050 [45:19<1:49:17,  1.83it/s]
Training 1/3 epoch (loss 0.0214):  25%|██▌       | 4070/16050 [45:19<2:05:11,  1.59it/s]
Training 1/3 epoch (loss 0.1101):  25%|██▌       | 4070/16050 [45:19<2:05:11,  1.59it/s]
Training 1/3 epoch (loss 0.1101):  25%|██▌       | 4071/16050 [45:19<2:00:25,  1.66it/s]
Training 1/3 epoch (loss 0.1443):  25%|██▌       | 4071/16050 [45:20<2:00:25,  1.66it/s]
Training 1/3 epoch (loss 0.1443):  25%|██▌       | 4072/16050 [45:20<1:45:28,  1.89it/s]
Training 1/3 epoch (loss 0.2557):  25%|██▌       | 4072/16050 [45:22<1:45:28,  1.89it/s]
Training 1/3 epoch (loss 0.2557):  25%|██▌       | 4073/16050 [45:22<3:34:31,  1.07s/it]
Training 1/3 epoch (loss 0.0784):  25%|██▌       | 4073/16050 [45:22<3:34:31,  1.07s/it]
Training 1/3 epoch (loss 0.0784):  25%|██▌       | 4074/16050 [45:22<2:50:48,  1.17it/s]
Training 1/3 epoch (loss 0.0353):  25%|██▌       | 4074/16050 [45:23<2:50:48,  1.17it/s]
Training 1/3 epoch (loss 0.0353):  25%|██▌       | 4075/16050 [45:23<2:34:34,  1.29it/s]
Training 1/3 epoch (loss 0.0067):  25%|██▌       | 4075/16050 [45:23<2:34:34,  1.29it/s]
Training 1/3 epoch (loss 0.0067):  25%|██▌       | 4076/16050 [45:23<2:08:54,  1.55it/s]
Training 1/3 epoch (loss 0.0510):  25%|██▌       | 4076/16050 [45:24<2:08:54,  1.55it/s]
Training 1/3 epoch (loss 0.0510):  25%|██▌       | 4077/16050 [45:24<2:18:12,  1.44it/s]
Training 1/3 epoch (loss 0.1187):  25%|██▌       | 4077/16050 [45:25<2:18:12,  1.44it/s]
Training 1/3 epoch (loss 0.1187):  25%|██▌       | 4078/16050 [45:25<2:04:40,  1.60it/s]
Training 1/3 epoch (loss 0.0090):  25%|██▌       | 4078/16050 [45:25<2:04:40,  1.60it/s]
Training 1/3 epoch (loss 0.0090):  25%|██▌       | 4079/16050 [45:25<1:51:14,  1.79it/s]
Training 1/3 epoch (loss 0.0304):  25%|██▌       | 4079/16050 [45:25<1:51:14,  1.79it/s]
Training 1/3 epoch (loss 0.0304):  25%|██▌       | 4080/16050 [45:25<1:50:51,  1.80it/s]
Training 1/3 epoch (loss 0.0015):  25%|██▌       | 4080/16050 [45:26<1:50:51,  1.80it/s]
Training 1/3 epoch (loss 0.0015):  25%|██▌       | 4081/16050 [45:26<1:39:48,  2.00it/s]
Training 1/3 epoch (loss 0.0792):  25%|██▌       | 4081/16050 [45:26<1:39:48,  2.00it/s]
Training 1/3 epoch (loss 0.0792):  25%|██▌       | 4082/16050 [45:26<1:33:57,  2.12it/s]
Training 1/3 epoch (loss 0.0142):  25%|██▌       | 4082/16050 [45:27<1:33:57,  2.12it/s]
Training 1/3 epoch (loss 0.0142):  25%|██▌       | 4083/16050 [45:27<1:57:56,  1.69it/s]
Training 1/3 epoch (loss 0.7774):  25%|██▌       | 4083/16050 [45:29<1:57:56,  1.69it/s]
Training 1/3 epoch (loss 0.7774):  25%|██▌       | 4084/16050 [45:29<3:37:33,  1.09s/it]
Training 1/3 epoch (loss 0.0007):  25%|██▌       | 4084/16050 [45:30<3:37:33,  1.09s/it]
Training 1/3 epoch (loss 0.0007):  25%|██▌       | 4085/16050 [45:30<3:04:07,  1.08it/s]
Training 1/3 epoch (loss 0.0435):  25%|██▌       | 4085/16050 [45:31<3:04:07,  1.08it/s]
Training 1/3 epoch (loss 0.0435):  25%|██▌       | 4086/16050 [45:31<2:51:22,  1.16it/s]
Training 1/3 epoch (loss 0.3072):  25%|██▌       | 4086/16050 [45:33<2:51:22,  1.16it/s]
Training 1/3 epoch (loss 0.3072):  25%|██▌       | 4087/16050 [45:33<4:20:23,  1.31s/it]
Training 1/3 epoch (loss 0.0058):  25%|██▌       | 4087/16050 [45:34<4:20:23,  1.31s/it]
Training 1/3 epoch (loss 0.0058):  25%|██▌       | 4088/16050 [45:34<3:54:20,  1.18s/it]
Training 1/3 epoch (loss 0.0107):  25%|██▌       | 4088/16050 [45:34<3:54:20,  1.18s/it]
Training 1/3 epoch (loss 0.0107):  25%|██▌       | 4089/16050 [45:34<3:10:55,  1.04it/s]
Training 1/3 epoch (loss 0.0067):  25%|██▌       | 4089/16050 [45:35<3:10:55,  1.04it/s]
Training 1/3 epoch (loss 0.0067):  25%|██▌       | 4090/16050 [45:35<3:07:20,  1.06it/s]
Training 1/3 epoch (loss 0.0110):  25%|██▌       | 4090/16050 [45:36<3:07:20,  1.06it/s]
Training 1/3 epoch (loss 0.0110):  25%|██▌       | 4091/16050 [45:36<2:50:24,  1.17it/s]
Training 1/3 epoch (loss 0.6089):  25%|██▌       | 4091/16050 [45:36<2:50:24,  1.17it/s]
Training 1/3 epoch (loss 0.6089):  25%|██▌       | 4092/16050 [45:36<2:36:36,  1.27it/s]
Training 1/3 epoch (loss 0.0046):  25%|██▌       | 4092/16050 [45:37<2:36:36,  1.27it/s]
Training 1/3 epoch (loss 0.0046):  26%|██▌       | 4093/16050 [45:37<2:25:01,  1.37it/s]
Training 1/3 epoch (loss 0.4652):  26%|██▌       | 4093/16050 [45:38<2:25:01,  1.37it/s]
Training 1/3 epoch (loss 0.4652):  26%|██▌       | 4094/16050 [45:38<2:08:25,  1.55it/s]
Training 1/3 epoch (loss 0.2310):  26%|██▌       | 4094/16050 [45:38<2:08:25,  1.55it/s]
Training 1/3 epoch (loss 0.2310):  26%|██▌       | 4095/16050 [45:38<1:54:05,  1.75it/s]
Training 1/3 epoch (loss 0.0027):  26%|██▌       | 4095/16050 [45:38<1:54:05,  1.75it/s]
Training 1/3 epoch (loss 0.0027):  26%|██▌       | 4096/16050 [45:38<1:47:53,  1.85it/s]
Training 1/3 epoch (loss 0.2889):  26%|██▌       | 4096/16050 [45:39<1:47:53,  1.85it/s]
Training 1/3 epoch (loss 0.2889):  26%|██▌       | 4097/16050 [45:39<1:38:15,  2.03it/s]
Training 1/3 epoch (loss 0.0464):  26%|██▌       | 4097/16050 [45:39<1:38:15,  2.03it/s]
Training 1/3 epoch (loss 0.0464):  26%|██▌       | 4098/16050 [45:39<1:44:24,  1.91it/s]
Training 1/3 epoch (loss 0.0459):  26%|██▌       | 4098/16050 [45:40<1:44:24,  1.91it/s]
Training 1/3 epoch (loss 0.0459):  26%|██▌       | 4099/16050 [45:40<1:49:08,  1.83it/s]
Training 1/3 epoch (loss 0.0424):  26%|██▌       | 4099/16050 [45:41<1:49:08,  1.83it/s]
Training 1/3 epoch (loss 0.0424):  26%|██▌       | 4100/16050 [45:41<1:47:46,  1.85it/s]
Training 1/3 epoch (loss 0.1815):  26%|██▌       | 4100/16050 [45:41<1:47:46,  1.85it/s]
Training 1/3 epoch (loss 0.1815):  26%|██▌       | 4101/16050 [45:41<1:43:01,  1.93it/s]
Training 1/3 epoch (loss 0.0626):  26%|██▌       | 4101/16050 [45:42<1:43:01,  1.93it/s]
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Training 1/3 epoch (loss 0.0789):  26%|██▌       | 4102/16050 [45:43<1:59:41,  1.66it/s]
Training 1/3 epoch (loss 0.0789):  26%|██▌       | 4103/16050 [45:43<2:19:55,  1.42it/s]
Training 1/3 epoch (loss 0.0863):  26%|██▌       | 4103/16050 [45:44<2:19:55,  1.42it/s]
Training 1/3 epoch (loss 0.0863):  26%|██▌       | 4104/16050 [45:44<2:28:09,  1.34it/s]
Training 1/3 epoch (loss 0.0170):  26%|██▌       | 4104/16050 [45:44<2:28:09,  1.34it/s]
Training 1/3 epoch (loss 0.0170):  26%|██▌       | 4105/16050 [45:44<2:11:51,  1.51it/s]
Training 1/3 epoch (loss 0.1002):  26%|██▌       | 4105/16050 [45:44<2:11:51,  1.51it/s]
Training 1/3 epoch (loss 0.1002):  26%|██▌       | 4106/16050 [45:44<1:59:35,  1.66it/s]
Training 1/3 epoch (loss 0.1758):  26%|██▌       | 4106/16050 [45:46<1:59:35,  1.66it/s]
Training 1/3 epoch (loss 0.1758):  26%|██▌       | 4107/16050 [45:46<2:45:53,  1.20it/s]
Training 1/3 epoch (loss 0.3104):  26%|██▌       | 4107/16050 [45:47<2:45:53,  1.20it/s]
Training 1/3 epoch (loss 0.3104):  26%|██▌       | 4108/16050 [45:47<2:55:17,  1.14it/s]
Training 1/3 epoch (loss 0.0119):  26%|██▌       | 4108/16050 [45:47<2:55:17,  1.14it/s]
Training 1/3 epoch (loss 0.0119):  26%|██▌       | 4109/16050 [45:47<2:24:46,  1.37it/s]
Training 1/3 epoch (loss 0.0282):  26%|██▌       | 4109/16050 [45:48<2:24:46,  1.37it/s]
Training 1/3 epoch (loss 0.0282):  26%|██▌       | 4110/16050 [45:48<2:12:57,  1.50it/s]
Training 1/3 epoch (loss 0.0945):  26%|██▌       | 4110/16050 [45:48<2:12:57,  1.50it/s]
Training 1/3 epoch (loss 0.0945):  26%|██▌       | 4111/16050 [45:48<2:06:01,  1.58it/s]
Training 1/3 epoch (loss 0.1022):  26%|██▌       | 4111/16050 [45:49<2:06:01,  1.58it/s]
Training 1/3 epoch (loss 0.1022):  26%|██▌       | 4112/16050 [45:49<2:17:26,  1.45it/s]
Training 1/3 epoch (loss 0.0027):  26%|██▌       | 4112/16050 [45:50<2:17:26,  1.45it/s]
Training 1/3 epoch (loss 0.0027):  26%|██▌       | 4113/16050 [45:50<2:16:32,  1.46it/s]
Training 1/3 epoch (loss 0.1828):  26%|██▌       | 4113/16050 [45:50<2:16:32,  1.46it/s]
Training 1/3 epoch (loss 0.1828):  26%|██▌       | 4114/16050 [45:50<2:03:46,  1.61it/s]
Training 1/3 epoch (loss 0.0466):  26%|██▌       | 4114/16050 [45:51<2:03:46,  1.61it/s]
Training 1/3 epoch (loss 0.0466):  26%|██▌       | 4115/16050 [45:51<2:12:15,  1.50it/s]
Training 1/3 epoch (loss 0.3579):  26%|██▌       | 4115/16050 [45:51<2:12:15,  1.50it/s]
Training 1/3 epoch (loss 0.3579):  26%|██▌       | 4116/16050 [45:51<1:57:18,  1.70it/s]
Training 1/3 epoch (loss 0.3098):  26%|██▌       | 4116/16050 [45:52<1:57:18,  1.70it/s]
Training 1/3 epoch (loss 0.3098):  26%|██▌       | 4117/16050 [45:52<1:49:02,  1.82it/s]
Training 1/3 epoch (loss 0.2426):  26%|██▌       | 4117/16050 [45:52<1:49:02,  1.82it/s]
Training 1/3 epoch (loss 0.2426):  26%|██▌       | 4118/16050 [45:52<1:48:24,  1.83it/s]
Training 1/3 epoch (loss 0.0031):  26%|██▌       | 4118/16050 [45:53<1:48:24,  1.83it/s]
Training 1/3 epoch (loss 0.0031):  26%|██▌       | 4119/16050 [45:53<1:39:23,  2.00it/s]
Training 1/3 epoch (loss 0.8652):  26%|██▌       | 4119/16050 [45:55<1:39:23,  2.00it/s]
Training 1/3 epoch (loss 0.8652):  26%|██▌       | 4120/16050 [45:55<3:22:50,  1.02s/it]
Training 1/3 epoch (loss 0.3128):  26%|██▌       | 4120/16050 [45:56<3:22:50,  1.02s/it]
Training 1/3 epoch (loss 0.3128):  26%|██▌       | 4121/16050 [45:56<3:40:14,  1.11s/it]
Training 1/3 epoch (loss 0.1150):  26%|██▌       | 4121/16050 [45:57<3:40:14,  1.11s/it]
Training 1/3 epoch (loss 0.1150):  26%|██▌       | 4122/16050 [45:57<3:01:59,  1.09it/s]
Training 1/3 epoch (loss 0.0309):  26%|██▌       | 4122/16050 [45:57<3:01:59,  1.09it/s]
Training 1/3 epoch (loss 0.0309):  26%|██▌       | 4123/16050 [45:57<2:42:08,  1.23it/s]
Training 1/3 epoch (loss 0.0277):  26%|██▌       | 4123/16050 [45:58<2:42:08,  1.23it/s]
Training 1/3 epoch (loss 0.0277):  26%|██▌       | 4124/16050 [45:58<2:29:24,  1.33it/s]
Training 1/3 epoch (loss 0.4396):  26%|██▌       | 4124/16050 [46:00<2:29:24,  1.33it/s]
Training 1/3 epoch (loss 0.4396):  26%|██▌       | 4125/16050 [46:00<4:04:27,  1.23s/it]
Training 1/3 epoch (loss 0.0087):  26%|██▌       | 4125/16050 [46:01<4:04:27,  1.23s/it]
Training 1/3 epoch (loss 0.0087):  26%|██▌       | 4126/16050 [46:01<3:23:53,  1.03s/it]
Training 1/3 epoch (loss 0.0648):  26%|██▌       | 4126/16050 [46:02<3:23:53,  1.03s/it]
Training 1/3 epoch (loss 0.0648):  26%|██▌       | 4127/16050 [46:02<3:05:40,  1.07it/s]
Training 1/3 epoch (loss 0.2414):  26%|██▌       | 4127/16050 [46:02<3:05:40,  1.07it/s]
Training 1/3 epoch (loss 0.2414):  26%|██▌       | 4128/16050 [46:02<2:45:15,  1.20it/s]
Training 1/3 epoch (loss 0.1527):  26%|██▌       | 4128/16050 [46:03<2:45:15,  1.20it/s]
Training 1/3 epoch (loss 0.1527):  26%|██▌       | 4129/16050 [46:03<2:23:05,  1.39it/s]
Training 1/3 epoch (loss 0.0806):  26%|██▌       | 4129/16050 [46:03<2:23:05,  1.39it/s]
Training 1/3 epoch (loss 0.0806):  26%|██▌       | 4130/16050 [46:03<2:08:19,  1.55it/s]
Training 1/3 epoch (loss 0.0166):  26%|██▌       | 4130/16050 [46:04<2:08:19,  1.55it/s]
Training 1/3 epoch (loss 0.0166):  26%|██▌       | 4131/16050 [46:04<1:56:54,  1.70it/s]
Training 1/3 epoch (loss 0.2539):  26%|██▌       | 4131/16050 [46:04<1:56:54,  1.70it/s]
Training 1/3 epoch (loss 0.2539):  26%|██▌       | 4132/16050 [46:04<1:53:51,  1.74it/s]
Training 1/3 epoch (loss 0.0002):  26%|██▌       | 4132/16050 [46:05<1:53:51,  1.74it/s]
Training 1/3 epoch (loss 0.0002):  26%|██▌       | 4133/16050 [46:05<1:49:12,  1.82it/s]
Training 1/3 epoch (loss 0.0299):  26%|██▌       | 4133/16050 [46:05<1:49:12,  1.82it/s]
Training 1/3 epoch (loss 0.0299):  26%|██▌       | 4134/16050 [46:05<1:43:57,  1.91it/s]
Training 1/3 epoch (loss 0.0934):  26%|██▌       | 4134/16050 [46:06<1:43:57,  1.91it/s]
Training 1/3 epoch (loss 0.0934):  26%|██▌       | 4135/16050 [46:06<1:37:00,  2.05it/s]
Training 1/3 epoch (loss 0.0192):  26%|██▌       | 4135/16050 [46:06<1:37:00,  2.05it/s]
Training 1/3 epoch (loss 0.0192):  26%|██▌       | 4136/16050 [46:06<1:33:59,  2.11it/s]
Training 1/3 epoch (loss 0.0078):  26%|██▌       | 4136/16050 [46:06<1:33:59,  2.11it/s]
Training 1/3 epoch (loss 0.0078):  26%|██▌       | 4137/16050 [46:06<1:32:24,  2.15it/s]
Training 1/3 epoch (loss 0.0618):  26%|██▌       | 4137/16050 [46:07<1:32:24,  2.15it/s]
Training 1/3 epoch (loss 0.0618):  26%|██▌       | 4138/16050 [46:07<1:35:23,  2.08it/s]
Training 1/3 epoch (loss 0.3478):  26%|██▌       | 4138/16050 [46:07<1:35:23,  2.08it/s]
Training 1/3 epoch (loss 0.3478):  26%|██▌       | 4139/16050 [46:07<1:38:04,  2.02it/s]
Training 1/3 epoch (loss 0.3817):  26%|██▌       | 4139/16050 [46:08<1:38:04,  2.02it/s]
Training 1/3 epoch (loss 0.3817):  26%|██▌       | 4140/16050 [46:08<1:32:14,  2.15it/s]
Training 1/3 epoch (loss 1.0537):  26%|██▌       | 4140/16050 [46:08<1:32:14,  2.15it/s]
Training 1/3 epoch (loss 1.0537):  26%|██▌       | 4141/16050 [46:08<1:26:18,  2.30it/s]
Training 1/3 epoch (loss 0.0003):  26%|██▌       | 4141/16050 [46:09<1:26:18,  2.30it/s]
Training 1/3 epoch (loss 0.0003):  26%|██▌       | 4142/16050 [46:09<1:30:17,  2.20it/s]
Training 1/3 epoch (loss 0.1151):  26%|██▌       | 4142/16050 [46:09<1:30:17,  2.20it/s]
Training 1/3 epoch (loss 0.1151):  26%|██▌       | 4143/16050 [46:09<1:27:18,  2.27it/s]
Training 1/3 epoch (loss 0.5945):  26%|██▌       | 4143/16050 [46:10<1:27:18,  2.27it/s]
Training 1/3 epoch (loss 0.5945):  26%|██▌       | 4144/16050 [46:10<1:36:55,  2.05it/s]
Training 1/3 epoch (loss 0.0024):  26%|██▌       | 4144/16050 [46:10<1:36:55,  2.05it/s]
Training 1/3 epoch (loss 0.0024):  26%|██▌       | 4145/16050 [46:10<1:38:58,  2.00it/s]
Training 1/3 epoch (loss 0.0008):  26%|██▌       | 4145/16050 [46:11<1:38:58,  2.00it/s]
Training 1/3 epoch (loss 0.0008):  26%|██▌       | 4146/16050 [46:11<1:35:08,  2.09it/s]
Training 1/3 epoch (loss 0.0065):  26%|██▌       | 4146/16050 [46:12<1:35:08,  2.09it/s]
Training 1/3 epoch (loss 0.0065):  26%|██▌       | 4147/16050 [46:12<2:05:41,  1.58it/s]
Training 1/3 epoch (loss 0.3930):  26%|██▌       | 4147/16050 [46:12<2:05:41,  1.58it/s]
Training 1/3 epoch (loss 0.3930):  26%|██▌       | 4148/16050 [46:12<2:07:41,  1.55it/s]
Training 1/3 epoch (loss 0.3317):  26%|██▌       | 4148/16050 [46:13<2:07:41,  1.55it/s]
Training 1/3 epoch (loss 0.3317):  26%|██▌       | 4149/16050 [46:13<2:06:45,  1.56it/s]
Training 1/3 epoch (loss 0.5246):  26%|██▌       | 4149/16050 [46:14<2:06:45,  1.56it/s]
Training 1/3 epoch (loss 0.5246):  26%|██▌       | 4150/16050 [46:14<2:16:59,  1.45it/s]
Training 1/3 epoch (loss 0.0044):  26%|██▌       | 4150/16050 [46:14<2:16:59,  1.45it/s]
Training 1/3 epoch (loss 0.0044):  26%|██▌       | 4151/16050 [46:14<1:58:23,  1.68it/s]
Training 1/3 epoch (loss 0.0021):  26%|██▌       | 4151/16050 [46:15<1:58:23,  1.68it/s]
Training 1/3 epoch (loss 0.0021):  26%|██▌       | 4152/16050 [46:15<2:12:11,  1.50it/s]
Training 1/3 epoch (loss 0.5341):  26%|██▌       | 4152/16050 [46:16<2:12:11,  1.50it/s]
Training 1/3 epoch (loss 0.5341):  26%|██▌       | 4153/16050 [46:16<2:11:57,  1.50it/s]
Training 1/3 epoch (loss 0.0167):  26%|██▌       | 4153/16050 [46:16<2:11:57,  1.50it/s]
Training 1/3 epoch (loss 0.0167):  26%|██▌       | 4154/16050 [46:16<2:03:23,  1.61it/s]
Training 1/3 epoch (loss 0.4189):  26%|██▌       | 4154/16050 [46:18<2:03:23,  1.61it/s]
Training 1/3 epoch (loss 0.4189):  26%|██▌       | 4155/16050 [46:18<3:44:55,  1.13s/it]
Training 1/3 epoch (loss 0.0495):  26%|██▌       | 4155/16050 [46:19<3:44:55,  1.13s/it]
Training 1/3 epoch (loss 0.0495):  26%|██▌       | 4156/16050 [46:19<3:05:47,  1.07it/s]
Training 1/3 epoch (loss 0.3432):  26%|██▌       | 4156/16050 [46:20<3:05:47,  1.07it/s]
Training 1/3 epoch (loss 0.3432):  26%|██▌       | 4157/16050 [46:20<2:46:47,  1.19it/s]
Training 1/3 epoch (loss 0.0823):  26%|██▌       | 4157/16050 [46:20<2:46:47,  1.19it/s]
Training 1/3 epoch (loss 0.0823):  26%|██▌       | 4158/16050 [46:20<2:28:05,  1.34it/s]
Training 1/3 epoch (loss 0.0149):  26%|██▌       | 4158/16050 [46:21<2:28:05,  1.34it/s]
Training 1/3 epoch (loss 0.0149):  26%|██▌       | 4159/16050 [46:21<2:18:45,  1.43it/s]
Training 1/3 epoch (loss 0.0013):  26%|██▌       | 4159/16050 [46:21<2:18:45,  1.43it/s]
Training 1/3 epoch (loss 0.0013):  26%|██▌       | 4160/16050 [46:21<1:59:06,  1.66it/s]
Training 1/3 epoch (loss 0.6009):  26%|██▌       | 4160/16050 [46:22<1:59:06,  1.66it/s]
Training 1/3 epoch (loss 0.6009):  26%|██▌       | 4161/16050 [46:22<1:54:35,  1.73it/s]
Training 1/3 epoch (loss 0.4886):  26%|██▌       | 4161/16050 [46:22<1:54:35,  1.73it/s]
Training 1/3 epoch (loss 0.4886):  26%|██▌       | 4162/16050 [46:22<1:39:18,  2.00it/s]
Training 1/3 epoch (loss 0.0122):  26%|██▌       | 4162/16050 [46:22<1:39:18,  2.00it/s]
Training 1/3 epoch (loss 0.0122):  26%|██▌       | 4163/16050 [46:22<1:37:08,  2.04it/s]
Training 1/3 epoch (loss 0.3885):  26%|██▌       | 4163/16050 [46:25<1:37:08,  2.04it/s]
Training 1/3 epoch (loss 0.3885):  26%|██▌       | 4164/16050 [46:25<3:27:15,  1.05s/it]
Training 1/3 epoch (loss 0.0023):  26%|██▌       | 4164/16050 [46:25<3:27:15,  1.05s/it]
Training 1/3 epoch (loss 0.0023):  26%|██▌       | 4165/16050 [46:25<2:57:17,  1.12it/s]
Training 1/3 epoch (loss 0.4065):  26%|██▌       | 4165/16050 [46:26<2:57:17,  1.12it/s]
Training 1/3 epoch (loss 0.4065):  26%|██▌       | 4166/16050 [46:26<2:37:30,  1.26it/s]
Training 1/3 epoch (loss 0.0177):  26%|██▌       | 4166/16050 [46:27<2:37:30,  1.26it/s]
Training 1/3 epoch (loss 0.0177):  26%|██▌       | 4167/16050 [46:27<2:50:24,  1.16it/s]
Training 1/3 epoch (loss 0.0244):  26%|██▌       | 4167/16050 [46:27<2:50:24,  1.16it/s]
Training 1/3 epoch (loss 0.0244):  26%|██▌       | 4168/16050 [46:27<2:35:44,  1.27it/s]
Training 1/3 epoch (loss 0.0123):  26%|██▌       | 4168/16050 [46:28<2:35:44,  1.27it/s]
Training 1/3 epoch (loss 0.0123):  26%|██▌       | 4169/16050 [46:28<2:12:19,  1.50it/s]
Training 1/3 epoch (loss 0.0053):  26%|██▌       | 4169/16050 [46:29<2:12:19,  1.50it/s]
Training 1/3 epoch (loss 0.0053):  26%|██▌       | 4170/16050 [46:29<2:21:03,  1.40it/s]
Training 1/3 epoch (loss 0.5173):  26%|██▌       | 4170/16050 [46:29<2:21:03,  1.40it/s]
Training 1/3 epoch (loss 0.5173):  26%|██▌       | 4171/16050 [46:29<2:07:50,  1.55it/s]
Training 1/3 epoch (loss 0.3820):  26%|██▌       | 4171/16050 [46:30<2:07:50,  1.55it/s]
Training 1/3 epoch (loss 0.3820):  26%|██▌       | 4172/16050 [46:30<1:55:18,  1.72it/s]
Training 1/3 epoch (loss 0.0455):  26%|██▌       | 4172/16050 [46:30<1:55:18,  1.72it/s]
Training 1/3 epoch (loss 0.0455):  26%|██▌       | 4173/16050 [46:30<1:56:18,  1.70it/s]
Training 1/3 epoch (loss 0.0104):  26%|██▌       | 4173/16050 [46:31<1:56:18,  1.70it/s]
Training 1/3 epoch (loss 0.0104):  26%|██▌       | 4174/16050 [46:31<1:44:29,  1.89it/s]
Training 1/3 epoch (loss 0.2655):  26%|██▌       | 4174/16050 [46:31<1:44:29,  1.89it/s]
Training 1/3 epoch (loss 0.2655):  26%|██▌       | 4175/16050 [46:31<1:51:11,  1.78it/s]
Training 1/3 epoch (loss 0.2727):  26%|██▌       | 4175/16050 [46:32<1:51:11,  1.78it/s]
Training 1/3 epoch (loss 0.2727):  26%|██▌       | 4176/16050 [46:32<1:45:48,  1.87it/s]
Training 1/3 epoch (loss 0.0630):  26%|██▌       | 4176/16050 [46:32<1:45:48,  1.87it/s]
Training 1/3 epoch (loss 0.0630):  26%|██▌       | 4177/16050 [46:32<1:45:11,  1.88it/s]
Training 1/3 epoch (loss 0.0317):  26%|██▌       | 4177/16050 [46:33<1:45:11,  1.88it/s]
Training 1/3 epoch (loss 0.0317):  26%|██▌       | 4178/16050 [46:33<1:35:11,  2.08it/s]
Training 1/3 epoch (loss 0.0796):  26%|██▌       | 4178/16050 [46:33<1:35:11,  2.08it/s]
Training 1/3 epoch (loss 0.0796):  26%|██▌       | 4179/16050 [46:33<1:45:32,  1.87it/s]
Training 1/3 epoch (loss 0.0181):  26%|██▌       | 4179/16050 [46:34<1:45:32,  1.87it/s]
Training 1/3 epoch (loss 0.0181):  26%|██▌       | 4180/16050 [46:34<1:51:02,  1.78it/s]
Training 1/3 epoch (loss 0.0678):  26%|██▌       | 4180/16050 [46:34<1:51:02,  1.78it/s]
Training 1/3 epoch (loss 0.0678):  26%|██▌       | 4181/16050 [46:34<1:55:03,  1.72it/s]
Training 1/3 epoch (loss 0.5787):  26%|██▌       | 4181/16050 [46:35<1:55:03,  1.72it/s]
Training 1/3 epoch (loss 0.5787):  26%|██▌       | 4182/16050 [46:35<1:51:05,  1.78it/s]
Training 1/3 epoch (loss 0.0780):  26%|██▌       | 4182/16050 [46:36<1:51:05,  1.78it/s]
Training 1/3 epoch (loss 0.0780):  26%|██▌       | 4183/16050 [46:36<1:53:21,  1.74it/s]
Training 1/3 epoch (loss 0.0033):  26%|██▌       | 4183/16050 [46:36<1:53:21,  1.74it/s]
Training 1/3 epoch (loss 0.0033):  26%|██▌       | 4184/16050 [46:36<1:46:18,  1.86it/s]
Training 1/3 epoch (loss 0.1082):  26%|██▌       | 4184/16050 [46:36<1:46:18,  1.86it/s]
Training 1/3 epoch (loss 0.1082):  26%|██▌       | 4185/16050 [46:36<1:38:38,  2.00it/s]
Training 1/3 epoch (loss 0.0478):  26%|██▌       | 4185/16050 [46:37<1:38:38,  2.00it/s]
Training 1/3 epoch (loss 0.0478):  26%|██▌       | 4186/16050 [46:37<1:34:03,  2.10it/s]
Training 1/3 epoch (loss 0.5659):  26%|██▌       | 4186/16050 [46:37<1:34:03,  2.10it/s]
Training 1/3 epoch (loss 0.5659):  26%|██▌       | 4187/16050 [46:37<1:33:22,  2.12it/s]
Training 1/3 epoch (loss 0.0063):  26%|██▌       | 4187/16050 [46:38<1:33:22,  2.12it/s]
Training 1/3 epoch (loss 0.0063):  26%|██▌       | 4188/16050 [46:38<1:25:53,  2.30it/s]
Training 1/3 epoch (loss 0.0061):  26%|██▌       | 4188/16050 [46:38<1:25:53,  2.30it/s]
Training 1/3 epoch (loss 0.0061):  26%|██▌       | 4189/16050 [46:38<1:32:33,  2.14it/s]
Training 1/3 epoch (loss 0.0056):  26%|██▌       | 4189/16050 [46:39<1:32:33,  2.14it/s]
Training 1/3 epoch (loss 0.0056):  26%|██▌       | 4190/16050 [46:39<1:49:49,  1.80it/s]
Training 1/3 epoch (loss 0.3812):  26%|██▌       | 4190/16050 [46:40<1:49:49,  1.80it/s]
Training 1/3 epoch (loss 0.3812):  26%|██▌       | 4191/16050 [46:40<1:53:23,  1.74it/s]
Training 1/3 epoch (loss 0.0199):  26%|██▌       | 4191/16050 [46:40<1:53:23,  1.74it/s]
Training 1/3 epoch (loss 0.0199):  26%|██▌       | 4192/16050 [46:40<1:49:09,  1.81it/s]
Training 1/3 epoch (loss 0.0110):  26%|██▌       | 4192/16050 [46:40<1:49:09,  1.81it/s]
Training 1/3 epoch (loss 0.0110):  26%|██▌       | 4193/16050 [46:40<1:37:17,  2.03it/s]
Training 1/3 epoch (loss 0.0018):  26%|██▌       | 4193/16050 [46:41<1:37:17,  2.03it/s]
Training 1/3 epoch (loss 0.0018):  26%|██▌       | 4194/16050 [46:41<1:44:54,  1.88it/s]
Training 1/3 epoch (loss 0.0382):  26%|██▌       | 4194/16050 [46:42<1:44:54,  1.88it/s]
Training 1/3 epoch (loss 0.0382):  26%|██▌       | 4195/16050 [46:42<1:44:58,  1.88it/s]
Training 1/3 epoch (loss 0.5226):  26%|██▌       | 4195/16050 [46:42<1:44:58,  1.88it/s]
Training 1/3 epoch (loss 0.5226):  26%|██▌       | 4196/16050 [46:42<1:41:10,  1.95it/s]
Training 1/3 epoch (loss 0.0215):  26%|██▌       | 4196/16050 [46:43<1:41:10,  1.95it/s]
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Training 1/3 epoch (loss 0.0170):  26%|██▌       | 4197/16050 [46:43<1:38:02,  2.02it/s]
Training 1/3 epoch (loss 0.0170):  26%|██▌       | 4198/16050 [46:43<1:56:37,  1.69it/s]
Training 1/3 epoch (loss 0.1516):  26%|██▌       | 4198/16050 [46:44<1:56:37,  1.69it/s]
Training 1/3 epoch (loss 0.1516):  26%|██▌       | 4199/16050 [46:44<1:44:14,  1.89it/s]
Training 1/3 epoch (loss 0.5172):  26%|██▌       | 4199/16050 [46:44<1:44:14,  1.89it/s]
Training 1/3 epoch (loss 0.5172):  26%|██▌       | 4200/16050 [46:44<1:51:10,  1.78it/s]
Training 1/3 epoch (loss 0.3145):  26%|██▌       | 4200/16050 [46:45<1:51:10,  1.78it/s]
Training 1/3 epoch (loss 0.3145):  26%|██▌       | 4201/16050 [46:45<1:40:51,  1.96it/s]
Training 1/3 epoch (loss 0.0779):  26%|██▌       | 4201/16050 [46:45<1:40:51,  1.96it/s]
Training 1/3 epoch (loss 0.0779):  26%|██▌       | 4202/16050 [46:45<1:46:43,  1.85it/s]
Training 1/3 epoch (loss 0.0490):  26%|██▌       | 4202/16050 [46:46<1:46:43,  1.85it/s]
Training 1/3 epoch (loss 0.0490):  26%|██▌       | 4203/16050 [46:46<1:50:46,  1.78it/s]
Training 1/3 epoch (loss 0.0015):  26%|██▌       | 4203/16050 [46:47<1:50:46,  1.78it/s]
Training 1/3 epoch (loss 0.0015):  26%|██▌       | 4204/16050 [46:47<1:49:20,  1.81it/s]
Training 1/3 epoch (loss 0.0535):  26%|██▌       | 4204/16050 [46:47<1:49:20,  1.81it/s]
Training 1/3 epoch (loss 0.0535):  26%|██▌       | 4205/16050 [46:47<1:36:59,  2.04it/s]
Training 1/3 epoch (loss 0.0846):  26%|██▌       | 4205/16050 [46:48<1:36:59,  2.04it/s]
Training 1/3 epoch (loss 0.0846):  26%|██▌       | 4206/16050 [46:48<1:46:46,  1.85it/s]
Training 1/3 epoch (loss 0.2438):  26%|██▌       | 4206/16050 [46:48<1:46:46,  1.85it/s]
Training 1/3 epoch (loss 0.2438):  26%|██▌       | 4207/16050 [46:48<1:50:52,  1.78it/s]
Training 1/3 epoch (loss 0.5507):  26%|██▌       | 4207/16050 [46:49<1:50:52,  1.78it/s]
Training 1/3 epoch (loss 0.5507):  26%|██▌       | 4208/16050 [46:49<1:39:25,  1.99it/s]
Training 1/3 epoch (loss 0.2197):  26%|██▌       | 4208/16050 [46:49<1:39:25,  1.99it/s]
Training 1/3 epoch (loss 0.2197):  26%|██▌       | 4209/16050 [46:49<1:51:30,  1.77it/s]
Training 1/3 epoch (loss 0.0004):  26%|██▌       | 4209/16050 [46:50<1:51:30,  1.77it/s]
Training 1/3 epoch (loss 0.0004):  26%|██▌       | 4210/16050 [46:50<1:52:18,  1.76it/s]
Training 1/3 epoch (loss 0.0094):  26%|██▌       | 4210/16050 [46:50<1:52:18,  1.76it/s]
Training 1/3 epoch (loss 0.0094):  26%|██▌       | 4211/16050 [46:50<1:45:29,  1.87it/s]
Training 1/3 epoch (loss 0.1605):  26%|██▌       | 4211/16050 [46:51<1:45:29,  1.87it/s]
Training 1/3 epoch (loss 0.1605):  26%|██▌       | 4212/16050 [46:51<1:38:47,  2.00it/s]
Training 1/3 epoch (loss 0.0018):  26%|██▌       | 4212/16050 [46:51<1:38:47,  2.00it/s]
Training 1/3 epoch (loss 0.0018):  26%|██▌       | 4213/16050 [46:51<1:45:30,  1.87it/s]
Training 1/3 epoch (loss 0.5606):  26%|██▌       | 4213/16050 [46:52<1:45:30,  1.87it/s]
Training 1/3 epoch (loss 0.5606):  26%|██▋       | 4214/16050 [46:52<1:34:25,  2.09it/s]
Training 1/3 epoch (loss 0.0573):  26%|██▋       | 4214/16050 [46:52<1:34:25,  2.09it/s]
Training 1/3 epoch (loss 0.0573):  26%|██▋       | 4215/16050 [46:52<1:46:34,  1.85it/s]
Training 1/3 epoch (loss 0.0875):  26%|██▋       | 4215/16050 [46:53<1:46:34,  1.85it/s]
Training 1/3 epoch (loss 0.0875):  26%|██▋       | 4216/16050 [46:53<1:54:50,  1.72it/s]
Training 1/3 epoch (loss 0.3490):  26%|██▋       | 4216/16050 [46:55<1:54:50,  1.72it/s]
Training 1/3 epoch (loss 0.3490):  26%|██▋       | 4217/16050 [46:55<3:39:37,  1.11s/it]
Training 1/3 epoch (loss 0.4043):  26%|██▋       | 4217/16050 [46:56<3:39:37,  1.11s/it]
Training 1/3 epoch (loss 0.4043):  26%|██▋       | 4218/16050 [46:56<3:22:47,  1.03s/it]
Training 1/3 epoch (loss 0.0319):  26%|██▋       | 4218/16050 [46:57<3:22:47,  1.03s/it]
Training 1/3 epoch (loss 0.0319):  26%|██▋       | 4219/16050 [46:57<2:50:55,  1.15it/s]
Training 1/3 epoch (loss 0.1436):  26%|██▋       | 4219/16050 [46:57<2:50:55,  1.15it/s]
Training 1/3 epoch (loss 0.1436):  26%|██▋       | 4220/16050 [46:57<2:24:14,  1.37it/s]
Training 1/3 epoch (loss 0.0017):  26%|██▋       | 4220/16050 [46:58<2:24:14,  1.37it/s]
Training 1/3 epoch (loss 0.0017):  26%|██▋       | 4221/16050 [46:58<2:19:41,  1.41it/s]
Training 1/3 epoch (loss 0.0071):  26%|██▋       | 4221/16050 [46:59<2:19:41,  1.41it/s]
Training 1/3 epoch (loss 0.0071):  26%|██▋       | 4222/16050 [46:59<2:21:51,  1.39it/s]
Training 1/3 epoch (loss 0.0466):  26%|██▋       | 4222/16050 [46:59<2:21:51,  1.39it/s]
Training 1/3 epoch (loss 0.0466):  26%|██▋       | 4223/16050 [46:59<2:16:03,  1.45it/s]
Training 1/3 epoch (loss 0.3444):  26%|██▋       | 4223/16050 [46:59<2:16:03,  1.45it/s]
Training 1/3 epoch (loss 0.3444):  26%|██▋       | 4224/16050 [46:59<1:56:55,  1.69it/s]
Training 1/3 epoch (loss 0.3416):  26%|██▋       | 4224/16050 [47:00<1:56:55,  1.69it/s]
Training 1/3 epoch (loss 0.3416):  26%|██▋       | 4225/16050 [47:00<1:49:07,  1.81it/s]
Training 1/3 epoch (loss 0.0076):  26%|██▋       | 4225/16050 [47:01<1:49:07,  1.81it/s]
Training 1/3 epoch (loss 0.0076):  26%|██▋       | 4226/16050 [47:01<1:52:34,  1.75it/s]
Training 1/3 epoch (loss 0.3311):  26%|██▋       | 4226/16050 [47:01<1:52:34,  1.75it/s]
Training 1/3 epoch (loss 0.3311):  26%|██▋       | 4227/16050 [47:01<1:53:31,  1.74it/s]
Training 1/3 epoch (loss 0.2959):  26%|██▋       | 4227/16050 [47:02<1:53:31,  1.74it/s]
Training 1/3 epoch (loss 0.2959):  26%|██▋       | 4228/16050 [47:02<1:47:08,  1.84it/s]
Training 1/3 epoch (loss 0.5979):  26%|██▋       | 4228/16050 [47:02<1:47:08,  1.84it/s]
Training 1/3 epoch (loss 0.5979):  26%|██▋       | 4229/16050 [47:02<1:51:21,  1.77it/s]
Training 1/3 epoch (loss 0.0778):  26%|██▋       | 4229/16050 [47:03<1:51:21,  1.77it/s]
Training 1/3 epoch (loss 0.0778):  26%|██▋       | 4230/16050 [47:03<2:02:37,  1.61it/s]
Training 1/3 epoch (loss 0.4295):  26%|██▋       | 4230/16050 [47:04<2:02:37,  1.61it/s]
Training 1/3 epoch (loss 0.4295):  26%|██▋       | 4231/16050 [47:04<1:57:45,  1.67it/s]
Training 1/3 epoch (loss 0.5052):  26%|██▋       | 4231/16050 [47:04<1:57:45,  1.67it/s]
Training 1/3 epoch (loss 0.5052):  26%|██▋       | 4232/16050 [47:04<1:48:57,  1.81it/s]
Training 1/3 epoch (loss 0.0077):  26%|██▋       | 4232/16050 [47:05<1:48:57,  1.81it/s]
Training 1/3 epoch (loss 0.0077):  26%|██▋       | 4233/16050 [47:05<1:56:37,  1.69it/s]
Training 1/3 epoch (loss 0.0549):  26%|██▋       | 4233/16050 [47:06<1:56:37,  1.69it/s]
Training 1/3 epoch (loss 0.0549):  26%|██▋       | 4234/16050 [47:06<2:10:58,  1.50it/s]
Training 1/3 epoch (loss 0.7700):  26%|██▋       | 4234/16050 [47:06<2:10:58,  1.50it/s]
Training 1/3 epoch (loss 0.7700):  26%|██▋       | 4235/16050 [47:06<2:04:12,  1.59it/s]
Training 1/3 epoch (loss 0.3116):  26%|██▋       | 4235/16050 [47:06<2:04:12,  1.59it/s]
Training 1/3 epoch (loss 0.3116):  26%|██▋       | 4236/16050 [47:06<1:45:08,  1.87it/s]
Training 1/3 epoch (loss 0.0963):  26%|██▋       | 4236/16050 [47:07<1:45:08,  1.87it/s]
Training 1/3 epoch (loss 0.0963):  26%|██▋       | 4237/16050 [47:07<1:50:28,  1.78it/s]
Training 1/3 epoch (loss 0.0182):  26%|██▋       | 4237/16050 [47:08<1:50:28,  1.78it/s]
Training 1/3 epoch (loss 0.0182):  26%|██▋       | 4238/16050 [47:08<1:48:28,  1.81it/s]
Training 1/3 epoch (loss 0.4781):  26%|██▋       | 4238/16050 [47:08<1:48:28,  1.81it/s]
Training 1/3 epoch (loss 0.4781):  26%|██▋       | 4239/16050 [47:08<1:39:28,  1.98it/s]
Training 1/3 epoch (loss 0.0056):  26%|██▋       | 4239/16050 [47:08<1:39:28,  1.98it/s]
Training 1/3 epoch (loss 0.0056):  26%|██▋       | 4240/16050 [47:08<1:29:58,  2.19it/s]
Training 1/3 epoch (loss 0.0008):  26%|██▋       | 4240/16050 [47:09<1:29:58,  2.19it/s]
Training 1/3 epoch (loss 0.0008):  26%|██▋       | 4241/16050 [47:09<1:24:27,  2.33it/s]
Training 1/3 epoch (loss 0.2594):  26%|██▋       | 4241/16050 [47:09<1:24:27,  2.33it/s]
Training 1/3 epoch (loss 0.2594):  26%|██▋       | 4242/16050 [47:09<1:37:34,  2.02it/s]
Training 1/3 epoch (loss 0.0644):  26%|██▋       | 4242/16050 [47:10<1:37:34,  2.02it/s]
Training 1/3 epoch (loss 0.0644):  26%|██▋       | 4243/16050 [47:10<1:37:56,  2.01it/s]
Training 1/3 epoch (loss 0.0270):  26%|██▋       | 4243/16050 [47:10<1:37:56,  2.01it/s]
Training 1/3 epoch (loss 0.0270):  26%|██▋       | 4244/16050 [47:10<1:46:15,  1.85it/s]
Training 1/3 epoch (loss 0.0142):  26%|██▋       | 4244/16050 [47:11<1:46:15,  1.85it/s]
Training 1/3 epoch (loss 0.0142):  26%|██▋       | 4245/16050 [47:11<1:39:26,  1.98it/s]
Training 1/3 epoch (loss 0.0745):  26%|██▋       | 4245/16050 [47:12<1:39:26,  1.98it/s]
Training 1/3 epoch (loss 0.0745):  26%|██▋       | 4246/16050 [47:12<1:49:19,  1.80it/s]
Training 1/3 epoch (loss 0.1639):  26%|██▋       | 4246/16050 [47:12<1:49:19,  1.80it/s]
Training 1/3 epoch (loss 0.1639):  26%|██▋       | 4247/16050 [47:12<1:44:01,  1.89it/s]
Training 1/3 epoch (loss 0.0230):  26%|██▋       | 4247/16050 [47:13<1:44:01,  1.89it/s]
Training 1/3 epoch (loss 0.0230):  26%|██▋       | 4248/16050 [47:13<1:51:11,  1.77it/s]
Training 1/3 epoch (loss 0.0209):  26%|██▋       | 4248/16050 [47:13<1:51:11,  1.77it/s]
Training 1/3 epoch (loss 0.0209):  26%|██▋       | 4249/16050 [47:13<1:38:12,  2.00it/s]
Training 1/3 epoch (loss 0.0007):  26%|██▋       | 4249/16050 [47:13<1:38:12,  2.00it/s]
Training 1/3 epoch (loss 0.0007):  26%|██▋       | 4250/16050 [47:13<1:33:09,  2.11it/s]
Training 1/3 epoch (loss 0.5696):  26%|██▋       | 4250/16050 [47:14<1:33:09,  2.11it/s]
Training 1/3 epoch (loss 0.5696):  26%|██▋       | 4251/16050 [47:14<1:28:29,  2.22it/s]
Training 1/3 epoch (loss 0.0060):  26%|██▋       | 4251/16050 [47:14<1:28:29,  2.22it/s]
Training 1/3 epoch (loss 0.0060):  26%|██▋       | 4252/16050 [47:14<1:33:08,  2.11it/s]
Training 1/3 epoch (loss 0.5108):  26%|██▋       | 4252/16050 [47:15<1:33:08,  2.11it/s]
Training 1/3 epoch (loss 0.5108):  26%|██▋       | 4253/16050 [47:15<1:23:33,  2.35it/s]
Training 1/3 epoch (loss 0.0175):  26%|██▋       | 4253/16050 [47:15<1:23:33,  2.35it/s]
Training 1/3 epoch (loss 0.0175):  27%|██▋       | 4254/16050 [47:15<1:30:04,  2.18it/s]
Training 1/3 epoch (loss 0.1238):  27%|██▋       | 4254/16050 [47:16<1:30:04,  2.18it/s]
Training 1/3 epoch (loss 0.1238):  27%|██▋       | 4255/16050 [47:16<1:29:04,  2.21it/s]
Training 1/3 epoch (loss 0.0842):  27%|██▋       | 4255/16050 [47:16<1:29:04,  2.21it/s]
Training 1/3 epoch (loss 0.0842):  27%|██▋       | 4256/16050 [47:16<1:29:37,  2.19it/s]
Training 1/3 epoch (loss 0.0299):  27%|██▋       | 4256/16050 [47:17<1:29:37,  2.19it/s]
Training 1/3 epoch (loss 0.0299):  27%|██▋       | 4257/16050 [47:17<1:38:03,  2.00it/s]
Training 1/3 epoch (loss 0.4865):  27%|██▋       | 4257/16050 [47:17<1:38:03,  2.00it/s]
Training 1/3 epoch (loss 0.4865):  27%|██▋       | 4258/16050 [47:17<1:56:41,  1.68it/s]
Training 1/3 epoch (loss 0.1222):  27%|██▋       | 4258/16050 [47:18<1:56:41,  1.68it/s]
Training 1/3 epoch (loss 0.1222):  27%|██▋       | 4259/16050 [47:18<1:55:06,  1.71it/s]
Training 1/3 epoch (loss 0.3088):  27%|██▋       | 4259/16050 [47:19<1:55:06,  1.71it/s]
Training 1/3 epoch (loss 0.3088):  27%|██▋       | 4260/16050 [47:19<1:53:03,  1.74it/s]
Training 1/3 epoch (loss 0.0028):  27%|██▋       | 4260/16050 [47:19<1:53:03,  1.74it/s]
Training 1/3 epoch (loss 0.0028):  27%|██▋       | 4261/16050 [47:19<1:46:52,  1.84it/s]
Training 1/3 epoch (loss 0.0623):  27%|██▋       | 4261/16050 [47:20<1:46:52,  1.84it/s]
Training 1/3 epoch (loss 0.0623):  27%|██▋       | 4262/16050 [47:20<1:41:50,  1.93it/s]
Training 1/3 epoch (loss 0.0424):  27%|██▋       | 4262/16050 [47:20<1:41:50,  1.93it/s]
Training 1/3 epoch (loss 0.0424):  27%|██▋       | 4263/16050 [47:20<1:48:13,  1.82it/s]
Training 1/3 epoch (loss 0.0985):  27%|██▋       | 4263/16050 [47:21<1:48:13,  1.82it/s]
Training 1/3 epoch (loss 0.0985):  27%|██▋       | 4264/16050 [47:21<1:53:32,  1.73it/s]
Training 1/3 epoch (loss 0.0015):  27%|██▋       | 4264/16050 [47:21<1:53:32,  1.73it/s]
Training 1/3 epoch (loss 0.0015):  27%|██▋       | 4265/16050 [47:21<1:50:55,  1.77it/s]
Training 1/3 epoch (loss 0.1492):  27%|██▋       | 4265/16050 [47:22<1:50:55,  1.77it/s]
Training 1/3 epoch (loss 0.1492):  27%|██▋       | 4266/16050 [47:22<1:57:32,  1.67it/s]
Training 1/3 epoch (loss 0.1139):  27%|██▋       | 4266/16050 [47:23<1:57:32,  1.67it/s]
Training 1/3 epoch (loss 0.1139):  27%|██▋       | 4267/16050 [47:23<1:53:58,  1.72it/s]
Training 1/3 epoch (loss 0.2745):  27%|██▋       | 4267/16050 [47:23<1:53:58,  1.72it/s]
Training 1/3 epoch (loss 0.2745):  27%|██▋       | 4268/16050 [47:23<1:47:09,  1.83it/s]
Training 1/3 epoch (loss 0.0008):  27%|██▋       | 4268/16050 [47:23<1:47:09,  1.83it/s]
Training 1/3 epoch (loss 0.0008):  27%|██▋       | 4269/16050 [47:23<1:34:50,  2.07it/s]
Training 1/3 epoch (loss 0.5018):  27%|██▋       | 4269/16050 [47:24<1:34:50,  2.07it/s]
Training 1/3 epoch (loss 0.5018):  27%|██▋       | 4270/16050 [47:24<1:45:47,  1.86it/s]
Training 1/3 epoch (loss 0.0815):  27%|██▋       | 4270/16050 [47:25<1:45:47,  1.86it/s]
Training 1/3 epoch (loss 0.0815):  27%|██▋       | 4271/16050 [47:25<1:53:02,  1.74it/s]
Training 1/3 epoch (loss 0.5762):  27%|██▋       | 4271/16050 [47:25<1:53:02,  1.74it/s]
Training 1/3 epoch (loss 0.5762):  27%|██▋       | 4272/16050 [47:25<1:42:25,  1.92it/s]
Training 1/3 epoch (loss 0.0019):  27%|██▋       | 4272/16050 [47:26<1:42:25,  1.92it/s]
Training 1/3 epoch (loss 0.0019):  27%|██▋       | 4273/16050 [47:26<1:39:59,  1.96it/s]
Training 1/3 epoch (loss 0.0645):  27%|██▋       | 4273/16050 [47:26<1:39:59,  1.96it/s]
Training 1/3 epoch (loss 0.0645):  27%|██▋       | 4274/16050 [47:26<1:55:32,  1.70it/s]
Training 1/3 epoch (loss 0.0360):  27%|██▋       | 4274/16050 [47:27<1:55:32,  1.70it/s]
Training 1/3 epoch (loss 0.0360):  27%|██▋       | 4275/16050 [47:27<1:53:01,  1.74it/s]
Training 1/3 epoch (loss 0.0641):  27%|██▋       | 4275/16050 [47:28<1:53:01,  1.74it/s]
Training 1/3 epoch (loss 0.0641):  27%|██▋       | 4276/16050 [47:28<1:57:55,  1.66it/s]
Training 1/3 epoch (loss 0.5472):  27%|██▋       | 4276/16050 [47:28<1:57:55,  1.66it/s]
Training 1/3 epoch (loss 0.5472):  27%|██▋       | 4277/16050 [47:28<2:04:45,  1.57it/s]
Training 1/3 epoch (loss 0.3502):  27%|██▋       | 4277/16050 [47:29<2:04:45,  1.57it/s]
Training 1/3 epoch (loss 0.3502):  27%|██▋       | 4278/16050 [47:29<2:03:28,  1.59it/s]
Training 1/3 epoch (loss 0.1033):  27%|██▋       | 4278/16050 [47:30<2:03:28,  1.59it/s]
Training 1/3 epoch (loss 0.1033):  27%|██▋       | 4279/16050 [47:30<2:04:49,  1.57it/s]
Training 1/3 epoch (loss 0.3004):  27%|██▋       | 4279/16050 [47:30<2:04:49,  1.57it/s]
Training 1/3 epoch (loss 0.3004):  27%|██▋       | 4280/16050 [47:30<1:57:38,  1.67it/s]
Training 1/3 epoch (loss 0.0083):  27%|██▋       | 4280/16050 [47:31<1:57:38,  1.67it/s]
Training 1/3 epoch (loss 0.0083):  27%|██▋       | 4281/16050 [47:31<2:05:06,  1.57it/s]
Training 1/3 epoch (loss 0.7853):  27%|██▋       | 4281/16050 [47:31<2:05:06,  1.57it/s]
Training 1/3 epoch (loss 0.7853):  27%|██▋       | 4282/16050 [47:31<1:54:43,  1.71it/s]
Training 1/3 epoch (loss 0.2995):  27%|██▋       | 4282/16050 [47:32<1:54:43,  1.71it/s]
Training 1/3 epoch (loss 0.2995):  27%|██▋       | 4283/16050 [47:32<1:41:51,  1.93it/s]
Training 1/3 epoch (loss 0.3376):  27%|██▋       | 4283/16050 [47:34<1:41:51,  1.93it/s]
Training 1/3 epoch (loss 0.3376):  27%|██▋       | 4284/16050 [47:34<3:28:55,  1.07s/it]
Training 1/3 epoch (loss 0.0083):  27%|██▋       | 4284/16050 [47:34<3:28:55,  1.07s/it]
Training 1/3 epoch (loss 0.0083):  27%|██▋       | 4285/16050 [47:34<2:47:47,  1.17it/s]
Training 1/3 epoch (loss 0.3371):  27%|██▋       | 4285/16050 [47:35<2:47:47,  1.17it/s]
Training 1/3 epoch (loss 0.3371):  27%|██▋       | 4286/16050 [47:35<2:35:06,  1.26it/s]
Training 1/3 epoch (loss 0.0007):  27%|██▋       | 4286/16050 [47:36<2:35:06,  1.26it/s]
Training 1/3 epoch (loss 0.0007):  27%|██▋       | 4287/16050 [47:36<2:24:39,  1.36it/s]
Training 1/3 epoch (loss 0.0394):  27%|██▋       | 4287/16050 [47:36<2:24:39,  1.36it/s]
Training 1/3 epoch (loss 0.0394):  27%|██▋       | 4288/16050 [47:36<2:10:46,  1.50it/s]
Training 1/3 epoch (loss 0.0272):  27%|██▋       | 4288/16050 [47:37<2:10:46,  1.50it/s]
Training 1/3 epoch (loss 0.0272):  27%|██▋       | 4289/16050 [47:37<2:21:34,  1.38it/s]
Training 1/3 epoch (loss 0.0016):  27%|██▋       | 4289/16050 [47:37<2:21:34,  1.38it/s]
Training 1/3 epoch (loss 0.0016):  27%|██▋       | 4290/16050 [47:37<2:03:45,  1.58it/s]
Training 1/3 epoch (loss 0.5407):  27%|██▋       | 4290/16050 [47:38<2:03:45,  1.58it/s]
Training 1/3 epoch (loss 0.5407):  27%|██▋       | 4291/16050 [47:38<1:52:52,  1.74it/s]
Training 1/3 epoch (loss 0.0186):  27%|██▋       | 4291/16050 [47:38<1:52:52,  1.74it/s]
Training 1/3 epoch (loss 0.0186):  27%|██▋       | 4292/16050 [47:38<1:46:43,  1.84it/s]
Training 1/3 epoch (loss 0.0119):  27%|██▋       | 4292/16050 [47:39<1:46:43,  1.84it/s]
Training 1/3 epoch (loss 0.0119):  27%|██▋       | 4293/16050 [47:39<1:53:36,  1.72it/s]
Training 1/3 epoch (loss 0.0488):  27%|██▋       | 4293/16050 [47:40<1:53:36,  1.72it/s]
Training 1/3 epoch (loss 0.0488):  27%|██▋       | 4294/16050 [47:40<2:04:21,  1.58it/s]
Training 1/3 epoch (loss 0.3950):  27%|██▋       | 4294/16050 [47:40<2:04:21,  1.58it/s]
Training 1/3 epoch (loss 0.3950):  27%|██▋       | 4295/16050 [47:40<2:04:57,  1.57it/s]
Training 1/3 epoch (loss 0.0708):  27%|██▋       | 4295/16050 [47:41<2:04:57,  1.57it/s]
Training 1/3 epoch (loss 0.0708):  27%|██▋       | 4296/16050 [47:41<2:10:07,  1.51it/s]
Training 1/3 epoch (loss 0.0208):  27%|██▋       | 4296/16050 [47:42<2:10:07,  1.51it/s]
Training 1/3 epoch (loss 0.0208):  27%|██▋       | 4297/16050 [47:42<2:09:35,  1.51it/s]
Training 1/3 epoch (loss 0.1619):  27%|██▋       | 4297/16050 [47:42<2:09:35,  1.51it/s]
Training 1/3 epoch (loss 0.1619):  27%|██▋       | 4298/16050 [47:42<1:58:55,  1.65it/s]
Training 1/3 epoch (loss 0.0486):  27%|██▋       | 4298/16050 [47:43<1:58:55,  1.65it/s]
Training 1/3 epoch (loss 0.0486):  27%|██▋       | 4299/16050 [47:43<2:11:06,  1.49it/s]
Training 1/3 epoch (loss 0.6351):  27%|██▋       | 4299/16050 [47:44<2:11:06,  1.49it/s]
Training 1/3 epoch (loss 0.6351):  27%|██▋       | 4300/16050 [47:44<2:08:59,  1.52it/s]
Training 1/3 epoch (loss 0.1701):  27%|██▋       | 4300/16050 [47:44<2:08:59,  1.52it/s]
Training 1/3 epoch (loss 0.1701):  27%|██▋       | 4301/16050 [47:44<2:05:43,  1.56it/s]
Training 1/3 epoch (loss 0.0545):  27%|██▋       | 4301/16050 [47:45<2:05:43,  1.56it/s]
Training 1/3 epoch (loss 0.0545):  27%|██▋       | 4302/16050 [47:45<1:51:56,  1.75it/s]
Training 1/3 epoch (loss 0.1831):  27%|██▋       | 4302/16050 [47:45<1:51:56,  1.75it/s]
Training 1/3 epoch (loss 0.1831):  27%|██▋       | 4303/16050 [47:45<1:45:04,  1.86it/s]
Training 1/3 epoch (loss 0.1218):  27%|██▋       | 4303/16050 [47:45<1:45:04,  1.86it/s]
Training 1/3 epoch (loss 0.1218):  27%|██▋       | 4304/16050 [47:45<1:37:04,  2.02it/s]
Training 1/3 epoch (loss 0.0895):  27%|██▋       | 4304/16050 [47:46<1:37:04,  2.02it/s]
Training 1/3 epoch (loss 0.0895):  27%|██▋       | 4305/16050 [47:46<1:56:06,  1.69it/s]
Training 1/3 epoch (loss 0.0062):  27%|██▋       | 4305/16050 [47:47<1:56:06,  1.69it/s]
Training 1/3 epoch (loss 0.0062):  27%|██▋       | 4306/16050 [47:47<1:51:33,  1.75it/s]
Training 1/3 epoch (loss 0.0039):  27%|██▋       | 4306/16050 [47:47<1:51:33,  1.75it/s]
Training 1/3 epoch (loss 0.0039):  27%|██▋       | 4307/16050 [47:47<1:41:55,  1.92it/s]
Training 1/3 epoch (loss 0.0530):  27%|██▋       | 4307/16050 [47:48<1:41:55,  1.92it/s]
Training 1/3 epoch (loss 0.0530):  27%|██▋       | 4308/16050 [47:48<1:37:15,  2.01it/s]
Training 1/3 epoch (loss 0.0980):  27%|██▋       | 4308/16050 [47:48<1:37:15,  2.01it/s]
Training 1/3 epoch (loss 0.0980):  27%|██▋       | 4309/16050 [47:48<1:43:34,  1.89it/s]
Training 1/3 epoch (loss 0.0007):  27%|██▋       | 4309/16050 [47:49<1:43:34,  1.89it/s]
Training 1/3 epoch (loss 0.0007):  27%|██▋       | 4310/16050 [47:49<1:47:51,  1.81it/s]
Training 1/3 epoch (loss 0.0616):  27%|██▋       | 4310/16050 [47:49<1:47:51,  1.81it/s]
Training 1/3 epoch (loss 0.0616):  27%|██▋       | 4311/16050 [47:49<1:39:24,  1.97it/s]
Training 1/3 epoch (loss 0.2724):  27%|██▋       | 4311/16050 [47:50<1:39:24,  1.97it/s]
Training 1/3 epoch (loss 0.2724):  27%|██▋       | 4312/16050 [47:50<1:31:55,  2.13it/s]
Training 1/3 epoch (loss 0.0176):  27%|██▋       | 4312/16050 [47:50<1:31:55,  2.13it/s]
Training 1/3 epoch (loss 0.0176):  27%|██▋       | 4313/16050 [47:50<1:45:21,  1.86it/s]
Training 1/3 epoch (loss 0.0485):  27%|██▋       | 4313/16050 [47:51<1:45:21,  1.86it/s]
Training 1/3 epoch (loss 0.0485):  27%|██▋       | 4314/16050 [47:51<1:41:27,  1.93it/s]
Training 1/3 epoch (loss 0.0098):  27%|██▋       | 4314/16050 [47:51<1:41:27,  1.93it/s]
Training 1/3 epoch (loss 0.0098):  27%|██▋       | 4315/16050 [47:51<1:35:08,  2.06it/s]
Training 1/3 epoch (loss 0.0078):  27%|██▋       | 4315/16050 [47:52<1:35:08,  2.06it/s]
Training 1/3 epoch (loss 0.0078):  27%|██▋       | 4316/16050 [47:52<1:31:47,  2.13it/s]
Training 1/3 epoch (loss 0.4414):  27%|██▋       | 4316/16050 [47:52<1:31:47,  2.13it/s]
Training 1/3 epoch (loss 0.4414):  27%|██▋       | 4317/16050 [47:52<1:27:32,  2.23it/s]
Training 1/3 epoch (loss 0.5223):  27%|██▋       | 4317/16050 [47:52<1:27:32,  2.23it/s]
Training 1/3 epoch (loss 0.5223):  27%|██▋       | 4318/16050 [47:52<1:22:23,  2.37it/s]
Training 1/3 epoch (loss 0.0028):  27%|██▋       | 4318/16050 [47:53<1:22:23,  2.37it/s]
Training 1/3 epoch (loss 0.0028):  27%|██▋       | 4319/16050 [47:53<1:35:40,  2.04it/s]
Training 1/3 epoch (loss 0.0511):  27%|██▋       | 4319/16050 [47:54<1:35:40,  2.04it/s]
Training 1/3 epoch (loss 0.0511):  27%|██▋       | 4320/16050 [47:54<1:39:07,  1.97it/s]
Training 1/3 epoch (loss 0.0730):  27%|██▋       | 4320/16050 [47:54<1:39:07,  1.97it/s]
Training 1/3 epoch (loss 0.0730):  27%|██▋       | 4321/16050 [47:54<1:34:51,  2.06it/s]
Training 1/3 epoch (loss 0.0908):  27%|██▋       | 4321/16050 [47:55<1:34:51,  2.06it/s]
Training 1/3 epoch (loss 0.0908):  27%|██▋       | 4322/16050 [47:55<1:43:17,  1.89it/s]
Training 1/3 epoch (loss 0.0143):  27%|██▋       | 4322/16050 [47:55<1:43:17,  1.89it/s]
Training 1/3 epoch (loss 0.0143):  27%|██▋       | 4323/16050 [47:55<1:51:44,  1.75it/s]
Training 1/3 epoch (loss 0.8919):  27%|██▋       | 4323/16050 [47:56<1:51:44,  1.75it/s]
Training 1/3 epoch (loss 0.8919):  27%|██▋       | 4324/16050 [47:56<1:42:51,  1.90it/s]
Training 1/3 epoch (loss 0.0025):  27%|██▋       | 4324/16050 [47:56<1:42:51,  1.90it/s]
Training 1/3 epoch (loss 0.0025):  27%|██▋       | 4325/16050 [47:56<1:50:31,  1.77it/s]
Training 1/3 epoch (loss 0.0249):  27%|██▋       | 4325/16050 [47:57<1:50:31,  1.77it/s]
Training 1/3 epoch (loss 0.0249):  27%|██▋       | 4326/16050 [47:57<1:53:34,  1.72it/s]
Training 1/3 epoch (loss 0.0095):  27%|██▋       | 4326/16050 [47:58<1:53:34,  1.72it/s]
Training 1/3 epoch (loss 0.0095):  27%|██▋       | 4327/16050 [47:58<1:50:46,  1.76it/s]
Training 1/3 epoch (loss 0.0504):  27%|██▋       | 4327/16050 [47:58<1:50:46,  1.76it/s]
Training 1/3 epoch (loss 0.0504):  27%|██▋       | 4328/16050 [47:58<1:52:19,  1.74it/s]
Training 1/3 epoch (loss 0.0223):  27%|██▋       | 4328/16050 [47:59<1:52:19,  1.74it/s]
Training 1/3 epoch (loss 0.0223):  27%|██▋       | 4329/16050 [47:59<1:54:30,  1.71it/s]
Training 1/3 epoch (loss 0.0212):  27%|██▋       | 4329/16050 [47:59<1:54:30,  1.71it/s]
Training 1/3 epoch (loss 0.0212):  27%|██▋       | 4330/16050 [47:59<1:56:11,  1.68it/s]
Training 1/3 epoch (loss 0.3168):  27%|██▋       | 4330/16050 [48:00<1:56:11,  1.68it/s]
Training 1/3 epoch (loss 0.3168):  27%|██▋       | 4331/16050 [48:00<1:55:29,  1.69it/s]
Training 1/3 epoch (loss 0.1902):  27%|██▋       | 4331/16050 [48:00<1:55:29,  1.69it/s]
Training 1/3 epoch (loss 0.1902):  27%|██▋       | 4332/16050 [48:00<1:40:47,  1.94it/s]
Training 1/3 epoch (loss 0.0275):  27%|██▋       | 4332/16050 [48:01<1:40:47,  1.94it/s]
Training 1/3 epoch (loss 0.0275):  27%|██▋       | 4333/16050 [48:01<1:47:04,  1.82it/s]
Training 1/3 epoch (loss 0.0290):  27%|██▋       | 4333/16050 [48:01<1:47:04,  1.82it/s]
Training 1/3 epoch (loss 0.0290):  27%|██▋       | 4334/16050 [48:01<1:46:11,  1.84it/s]
Training 1/3 epoch (loss 1.0820):  27%|██▋       | 4334/16050 [48:02<1:46:11,  1.84it/s]
Training 1/3 epoch (loss 1.0820):  27%|██▋       | 4335/16050 [48:02<1:50:47,  1.76it/s]
Training 1/3 epoch (loss 0.0208):  27%|██▋       | 4335/16050 [48:03<1:50:47,  1.76it/s]
Training 1/3 epoch (loss 0.0208):  27%|██▋       | 4336/16050 [48:03<1:44:20,  1.87it/s]
Training 1/3 epoch (loss 0.0186):  27%|██▋       | 4336/16050 [48:03<1:44:20,  1.87it/s]
Training 1/3 epoch (loss 0.0186):  27%|██▋       | 4337/16050 [48:03<1:49:15,  1.79it/s]
Training 1/3 epoch (loss 0.0007):  27%|██▋       | 4337/16050 [48:04<1:49:15,  1.79it/s]
Training 1/3 epoch (loss 0.0007):  27%|██▋       | 4338/16050 [48:04<1:39:47,  1.96it/s]
Training 1/3 epoch (loss 0.5697):  27%|██▋       | 4338/16050 [48:04<1:39:47,  1.96it/s]
Training 1/3 epoch (loss 0.5697):  27%|██▋       | 4339/16050 [48:04<1:44:26,  1.87it/s]
Training 1/3 epoch (loss 0.0982):  27%|██▋       | 4339/16050 [48:05<1:44:26,  1.87it/s]
Training 1/3 epoch (loss 0.0982):  27%|██▋       | 4340/16050 [48:05<1:52:18,  1.74it/s]
Training 1/3 epoch (loss 0.0159):  27%|██▋       | 4340/16050 [48:05<1:52:18,  1.74it/s]
Training 1/3 epoch (loss 0.0159):  27%|██▋       | 4341/16050 [48:05<1:37:32,  2.00it/s]
Training 1/3 epoch (loss 0.0012):  27%|██▋       | 4341/16050 [48:06<1:37:32,  2.00it/s]
Training 1/3 epoch (loss 0.0012):  27%|██▋       | 4342/16050 [48:06<1:44:41,  1.86it/s]
Training 1/3 epoch (loss 0.0056):  27%|██▋       | 4342/16050 [48:06<1:44:41,  1.86it/s]
Training 1/3 epoch (loss 0.0056):  27%|██▋       | 4343/16050 [48:06<1:40:48,  1.94it/s]
Training 1/3 epoch (loss 0.0824):  27%|██▋       | 4343/16050 [48:07<1:40:48,  1.94it/s]
Training 1/3 epoch (loss 0.0824):  27%|██▋       | 4344/16050 [48:07<1:37:31,  2.00it/s]
Training 1/3 epoch (loss 0.0006):  27%|██▋       | 4344/16050 [48:07<1:37:31,  2.00it/s]
Training 1/3 epoch (loss 0.0006):  27%|██▋       | 4345/16050 [48:07<1:39:52,  1.95it/s]
Training 1/3 epoch (loss 0.1118):  27%|██▋       | 4345/16050 [48:08<1:39:52,  1.95it/s]
Training 1/3 epoch (loss 0.1118):  27%|██▋       | 4346/16050 [48:08<1:41:14,  1.93it/s]
Training 1/3 epoch (loss 0.1903):  27%|██▋       | 4346/16050 [48:10<1:41:14,  1.93it/s]
Training 1/3 epoch (loss 0.1903):  27%|██▋       | 4347/16050 [48:10<3:21:04,  1.03s/it]
Training 1/3 epoch (loss 0.0030):  27%|██▋       | 4347/16050 [48:10<3:21:04,  1.03s/it]
Training 1/3 epoch (loss 0.0030):  27%|██▋       | 4348/16050 [48:10<2:42:17,  1.20it/s]
Training 1/3 epoch (loss 0.0219):  27%|██▋       | 4348/16050 [48:11<2:42:17,  1.20it/s]
Training 1/3 epoch (loss 0.0219):  27%|██▋       | 4349/16050 [48:11<2:34:04,  1.27it/s]
Training 1/3 epoch (loss 0.4445):  27%|██▋       | 4349/16050 [48:11<2:34:04,  1.27it/s]
Training 1/3 epoch (loss 0.4445):  27%|██▋       | 4350/16050 [48:11<2:10:49,  1.49it/s]
Training 1/3 epoch (loss 0.0258):  27%|██▋       | 4350/16050 [48:12<2:10:49,  1.49it/s]
Training 1/3 epoch (loss 0.0258):  27%|██▋       | 4351/16050 [48:12<2:01:10,  1.61it/s]
Training 1/3 epoch (loss 0.1115):  27%|██▋       | 4351/16050 [48:13<2:01:10,  1.61it/s]
Training 1/3 epoch (loss 0.1115):  27%|██▋       | 4352/16050 [48:13<2:04:04,  1.57it/s]
Training 1/3 epoch (loss 0.0124):  27%|██▋       | 4352/16050 [48:13<2:04:04,  1.57it/s]
Training 1/3 epoch (loss 0.0124):  27%|██▋       | 4353/16050 [48:13<2:02:09,  1.60it/s]
Training 1/3 epoch (loss 0.0079):  27%|██▋       | 4353/16050 [48:14<2:02:09,  1.60it/s]
Training 1/3 epoch (loss 0.0079):  27%|██▋       | 4354/16050 [48:14<1:57:32,  1.66it/s]
Training 1/3 epoch (loss 0.0576):  27%|██▋       | 4354/16050 [48:14<1:57:32,  1.66it/s]
Training 1/3 epoch (loss 0.0576):  27%|██▋       | 4355/16050 [48:14<1:57:41,  1.66it/s]
Training 1/3 epoch (loss 0.4553):  27%|██▋       | 4355/16050 [48:15<1:57:41,  1.66it/s]
Training 1/3 epoch (loss 0.4553):  27%|██▋       | 4356/16050 [48:15<1:54:20,  1.70it/s]
Training 1/3 epoch (loss 0.7815):  27%|██▋       | 4356/16050 [48:15<1:54:20,  1.70it/s]
Training 1/3 epoch (loss 0.7815):  27%|██▋       | 4357/16050 [48:15<1:43:14,  1.89it/s]
Training 1/3 epoch (loss 0.3884):  27%|██▋       | 4357/16050 [48:16<1:43:14,  1.89it/s]
Training 1/3 epoch (loss 0.3884):  27%|██▋       | 4358/16050 [48:16<1:41:53,  1.91it/s]
Training 1/3 epoch (loss 0.0242):  27%|██▋       | 4358/16050 [48:17<1:41:53,  1.91it/s]
Training 1/3 epoch (loss 0.0242):  27%|██▋       | 4359/16050 [48:17<1:59:14,  1.63it/s]
Training 1/3 epoch (loss 0.0287):  27%|██▋       | 4359/16050 [48:17<1:59:14,  1.63it/s]
Training 1/3 epoch (loss 0.0287):  27%|██▋       | 4360/16050 [48:17<1:52:36,  1.73it/s]
Training 1/3 epoch (loss 0.4291):  27%|██▋       | 4360/16050 [48:19<1:52:36,  1.73it/s]
Training 1/3 epoch (loss 0.4291):  27%|██▋       | 4361/16050 [48:19<3:29:05,  1.07s/it]
Training 1/3 epoch (loss 0.0572):  27%|██▋       | 4361/16050 [48:20<3:29:05,  1.07s/it]
Training 1/3 epoch (loss 0.0572):  27%|██▋       | 4362/16050 [48:20<2:54:09,  1.12it/s]
Training 1/3 epoch (loss 0.1412):  27%|██▋       | 4362/16050 [48:21<2:54:09,  1.12it/s]
Training 1/3 epoch (loss 0.1412):  27%|██▋       | 4363/16050 [48:21<2:40:56,  1.21it/s]
Training 1/3 epoch (loss 0.0209):  27%|██▋       | 4363/16050 [48:21<2:40:56,  1.21it/s]
Training 1/3 epoch (loss 0.0209):  27%|██▋       | 4364/16050 [48:21<2:29:52,  1.30it/s]
Training 1/3 epoch (loss 0.0015):  27%|██▋       | 4364/16050 [48:22<2:29:52,  1.30it/s]
Training 1/3 epoch (loss 0.0015):  27%|██▋       | 4365/16050 [48:22<2:15:23,  1.44it/s]
Training 1/3 epoch (loss 0.5354):  27%|██▋       | 4365/16050 [48:22<2:15:23,  1.44it/s]
Training 1/3 epoch (loss 0.5354):  27%|██▋       | 4366/16050 [48:22<1:58:02,  1.65it/s]
Training 1/3 epoch (loss 0.4973):  27%|██▋       | 4366/16050 [48:23<1:58:02,  1.65it/s]
Training 1/3 epoch (loss 0.4973):  27%|██▋       | 4367/16050 [48:23<1:46:23,  1.83it/s]
Training 1/3 epoch (loss 0.1988):  27%|██▋       | 4367/16050 [48:23<1:46:23,  1.83it/s]
Training 1/3 epoch (loss 0.1988):  27%|██▋       | 4368/16050 [48:23<2:05:23,  1.55it/s]
Training 1/3 epoch (loss 0.3955):  27%|██▋       | 4368/16050 [48:24<2:05:23,  1.55it/s]
Training 1/3 epoch (loss 0.3955):  27%|██▋       | 4369/16050 [48:24<2:03:06,  1.58it/s]
Training 1/3 epoch (loss 0.0259):  27%|██▋       | 4369/16050 [48:25<2:03:06,  1.58it/s]
Training 1/3 epoch (loss 0.0259):  27%|██▋       | 4370/16050 [48:25<1:56:53,  1.67it/s]
Training 1/3 epoch (loss 0.0012):  27%|██▋       | 4370/16050 [48:25<1:56:53,  1.67it/s]
Training 1/3 epoch (loss 0.0012):  27%|██▋       | 4371/16050 [48:25<1:45:54,  1.84it/s]
Training 1/3 epoch (loss 0.0005):  27%|██▋       | 4371/16050 [48:25<1:45:54,  1.84it/s]
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Training 1/3 epoch (loss 0.7290):  27%|██▋       | 4372/16050 [48:26<1:46:25,  1.83it/s]
Training 1/3 epoch (loss 0.7290):  27%|██▋       | 4373/16050 [48:26<1:33:49,  2.07it/s]
Training 1/3 epoch (loss 0.0829):  27%|██▋       | 4373/16050 [48:27<1:33:49,  2.07it/s]
Training 1/3 epoch (loss 0.0829):  27%|██▋       | 4374/16050 [48:27<1:51:44,  1.74it/s]
Training 1/3 epoch (loss 0.9201):  27%|██▋       | 4374/16050 [48:29<1:51:44,  1.74it/s]
Training 1/3 epoch (loss 0.9201):  27%|██▋       | 4375/16050 [48:29<3:29:00,  1.07s/it]
Training 1/3 epoch (loss 0.0357):  27%|██▋       | 4375/16050 [48:30<3:29:00,  1.07s/it]
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Training 1/3 epoch (loss 0.1167):  27%|██▋       | 4376/16050 [48:31<3:24:36,  1.05s/it]
Training 1/3 epoch (loss 0.1167):  27%|██▋       | 4377/16050 [48:31<3:13:00,  1.01it/s]
Training 1/3 epoch (loss 0.4299):  27%|██▋       | 4377/16050 [48:31<3:13:00,  1.01it/s]
Training 1/3 epoch (loss 0.4299):  27%|██▋       | 4378/16050 [48:31<2:39:00,  1.22it/s]
Training 1/3 epoch (loss 0.0044):  27%|██▋       | 4378/16050 [48:32<2:39:00,  1.22it/s]
Training 1/3 epoch (loss 0.0044):  27%|██▋       | 4379/16050 [48:32<2:27:55,  1.32it/s]
Training 1/3 epoch (loss 0.0188):  27%|██▋       | 4379/16050 [48:32<2:27:55,  1.32it/s]
Training 1/3 epoch (loss 0.0188):  27%|██▋       | 4380/16050 [48:32<2:22:42,  1.36it/s]
Training 1/3 epoch (loss 0.0083):  27%|██▋       | 4380/16050 [48:33<2:22:42,  1.36it/s]
Training 1/3 epoch (loss 0.0083):  27%|██▋       | 4381/16050 [48:33<2:11:12,  1.48it/s]
Training 1/3 epoch (loss 0.0537):  27%|██▋       | 4381/16050 [48:34<2:11:12,  1.48it/s]
Training 1/3 epoch (loss 0.0537):  27%|██▋       | 4382/16050 [48:34<2:05:58,  1.54it/s]
Training 1/3 epoch (loss 0.3296):  27%|██▋       | 4382/16050 [48:34<2:05:58,  1.54it/s]
Training 1/3 epoch (loss 0.3296):  27%|██▋       | 4383/16050 [48:34<1:59:16,  1.63it/s]
Training 1/3 epoch (loss 0.0841):  27%|██▋       | 4383/16050 [48:35<1:59:16,  1.63it/s]
Training 1/3 epoch (loss 0.0841):  27%|██▋       | 4384/16050 [48:35<1:55:46,  1.68it/s]
Training 1/3 epoch (loss 0.0149):  27%|██▋       | 4384/16050 [48:35<1:55:46,  1.68it/s]
Training 1/3 epoch (loss 0.0149):  27%|██▋       | 4385/16050 [48:35<1:48:06,  1.80it/s]
Training 1/3 epoch (loss 0.8227):  27%|██▋       | 4385/16050 [48:36<1:48:06,  1.80it/s]
Training 1/3 epoch (loss 0.8227):  27%|██▋       | 4386/16050 [48:36<1:53:45,  1.71it/s]
Training 1/3 epoch (loss 0.0184):  27%|██▋       | 4386/16050 [48:36<1:53:45,  1.71it/s]
Training 1/3 epoch (loss 0.0184):  27%|██▋       | 4387/16050 [48:36<1:45:25,  1.84it/s]
Training 1/3 epoch (loss 0.0020):  27%|██▋       | 4387/16050 [48:37<1:45:25,  1.84it/s]
Training 1/3 epoch (loss 0.0020):  27%|██▋       | 4388/16050 [48:37<1:49:46,  1.77it/s]
Training 1/3 epoch (loss 0.4471):  27%|██▋       | 4388/16050 [48:37<1:49:46,  1.77it/s]
Training 1/3 epoch (loss 0.4471):  27%|██▋       | 4389/16050 [48:37<1:55:35,  1.68it/s]
Training 1/3 epoch (loss 0.0056):  27%|██▋       | 4389/16050 [48:38<1:55:35,  1.68it/s]
Training 1/3 epoch (loss 0.0056):  27%|██▋       | 4390/16050 [48:38<2:08:35,  1.51it/s]
Training 1/3 epoch (loss 0.0013):  27%|██▋       | 4390/16050 [48:39<2:08:35,  1.51it/s]
Training 1/3 epoch (loss 0.0013):  27%|██▋       | 4391/16050 [48:39<2:00:14,  1.62it/s]
Training 1/3 epoch (loss 0.3896):  27%|██▋       | 4391/16050 [48:39<2:00:14,  1.62it/s]
Training 1/3 epoch (loss 0.3896):  27%|██▋       | 4392/16050 [48:39<1:58:45,  1.64it/s]
Training 1/3 epoch (loss 0.0135):  27%|██▋       | 4392/16050 [48:40<1:58:45,  1.64it/s]
Training 1/3 epoch (loss 0.0135):  27%|██▋       | 4393/16050 [48:40<2:03:36,  1.57it/s]
Training 1/3 epoch (loss 0.0010):  27%|██▋       | 4393/16050 [48:40<2:03:36,  1.57it/s]
Training 1/3 epoch (loss 0.0010):  27%|██▋       | 4394/16050 [48:40<1:49:28,  1.77it/s]
Training 1/3 epoch (loss 0.0083):  27%|██▋       | 4394/16050 [48:41<1:49:28,  1.77it/s]
Training 1/3 epoch (loss 0.0083):  27%|██▋       | 4395/16050 [48:41<2:01:48,  1.59it/s]
Training 1/3 epoch (loss 0.0507):  27%|██▋       | 4395/16050 [48:42<2:01:48,  1.59it/s]
Training 1/3 epoch (loss 0.0507):  27%|██▋       | 4396/16050 [48:42<1:50:15,  1.76it/s]
Training 1/3 epoch (loss 0.4734):  27%|██▋       | 4396/16050 [48:42<1:50:15,  1.76it/s]
Training 1/3 epoch (loss 0.4734):  27%|██▋       | 4397/16050 [48:42<1:40:22,  1.93it/s]
Training 1/3 epoch (loss 0.0135):  27%|██▋       | 4397/16050 [48:43<1:40:22,  1.93it/s]
Training 1/3 epoch (loss 0.0135):  27%|██▋       | 4398/16050 [48:43<1:52:33,  1.73it/s]
Training 1/3 epoch (loss 0.6023):  27%|██▋       | 4398/16050 [48:43<1:52:33,  1.73it/s]
Training 1/3 epoch (loss 0.6023):  27%|██▋       | 4399/16050 [48:43<1:42:02,  1.90it/s]
Training 1/3 epoch (loss 0.0060):  27%|██▋       | 4399/16050 [48:44<1:42:02,  1.90it/s]
Training 1/3 epoch (loss 0.0060):  27%|██▋       | 4400/16050 [48:44<2:22:13,  1.37it/s]
Training 1/3 epoch (loss 0.0033):  27%|██▋       | 4400/16050 [48:45<2:22:13,  1.37it/s]
Training 1/3 epoch (loss 0.0033):  27%|██▋       | 4401/16050 [48:45<2:16:22,  1.42it/s]
Training 1/3 epoch (loss 0.0156):  27%|██▋       | 4401/16050 [48:45<2:16:22,  1.42it/s]
Training 1/3 epoch (loss 0.0156):  27%|██▋       | 4402/16050 [48:45<2:01:21,  1.60it/s]
Training 1/3 epoch (loss 0.2857):  27%|██▋       | 4402/16050 [48:46<2:01:21,  1.60it/s]
Training 1/3 epoch (loss 0.2857):  27%|██▋       | 4403/16050 [48:46<1:56:32,  1.67it/s]
Training 1/3 epoch (loss 0.3809):  27%|██▋       | 4403/16050 [48:46<1:56:32,  1.67it/s]
Training 1/3 epoch (loss 0.3809):  27%|██▋       | 4404/16050 [48:46<1:44:50,  1.85it/s]
Training 1/3 epoch (loss 0.0008):  27%|██▋       | 4404/16050 [48:47<1:44:50,  1.85it/s]
Training 1/3 epoch (loss 0.0008):  27%|██▋       | 4405/16050 [48:47<1:37:16,  2.00it/s]
Training 1/3 epoch (loss 0.6449):  27%|██▋       | 4405/16050 [48:47<1:37:16,  2.00it/s]
Training 1/3 epoch (loss 0.6449):  27%|██▋       | 4406/16050 [48:47<1:39:08,  1.96it/s]
Training 1/3 epoch (loss 0.0015):  27%|██▋       | 4406/16050 [48:48<1:39:08,  1.96it/s]
Training 1/3 epoch (loss 0.0015):  27%|██▋       | 4407/16050 [48:48<1:31:47,  2.11it/s]
Training 1/3 epoch (loss 0.4154):  27%|██▋       | 4407/16050 [48:48<1:31:47,  2.11it/s]
Training 1/3 epoch (loss 0.4154):  27%|██▋       | 4408/16050 [48:48<1:28:06,  2.20it/s]
Training 1/3 epoch (loss 0.0162):  27%|██▋       | 4408/16050 [48:49<1:28:06,  2.20it/s]
Training 1/3 epoch (loss 0.0162):  27%|██▋       | 4409/16050 [48:49<1:33:39,  2.07it/s]
Training 1/3 epoch (loss 0.5565):  27%|██▋       | 4409/16050 [48:49<1:33:39,  2.07it/s]
Training 1/3 epoch (loss 0.5565):  27%|██▋       | 4410/16050 [48:49<1:32:33,  2.10it/s]
Training 1/3 epoch (loss 0.4898):  27%|██▋       | 4410/16050 [48:50<1:32:33,  2.10it/s]
Training 1/3 epoch (loss 0.4898):  27%|██▋       | 4411/16050 [48:50<1:26:51,  2.23it/s]
Training 1/3 epoch (loss 0.5225):  27%|██▋       | 4411/16050 [48:50<1:26:51,  2.23it/s]
Training 1/3 epoch (loss 0.5225):  27%|██▋       | 4412/16050 [48:50<1:31:03,  2.13it/s]
Training 1/3 epoch (loss 0.0008):  27%|██▋       | 4412/16050 [48:51<1:31:03,  2.13it/s]
Training 1/3 epoch (loss 0.0008):  27%|██▋       | 4413/16050 [48:51<1:41:54,  1.90it/s]
Training 1/3 epoch (loss 0.4799):  27%|██▋       | 4413/16050 [48:51<1:41:54,  1.90it/s]
Training 1/3 epoch (loss 0.4799):  28%|██▊       | 4414/16050 [48:51<1:40:33,  1.93it/s]
Training 1/3 epoch (loss 0.0020):  28%|██▊       | 4414/16050 [48:52<1:40:33,  1.93it/s]
Training 1/3 epoch (loss 0.0020):  28%|██▊       | 4415/16050 [48:52<1:42:04,  1.90it/s]
Training 1/3 epoch (loss 0.0130):  28%|██▊       | 4415/16050 [48:52<1:42:04,  1.90it/s]
Training 1/3 epoch (loss 0.0130):  28%|██▊       | 4416/16050 [48:52<1:33:46,  2.07it/s]
Training 1/3 epoch (loss 0.3265):  28%|██▊       | 4416/16050 [48:54<1:33:46,  2.07it/s]
Training 1/3 epoch (loss 0.3265):  28%|██▊       | 4417/16050 [48:54<3:15:12,  1.01s/it]
Training 1/3 epoch (loss 0.0669):  28%|██▊       | 4417/16050 [48:55<3:15:12,  1.01s/it]
Training 1/3 epoch (loss 0.0669):  28%|██▊       | 4418/16050 [48:55<2:44:05,  1.18it/s]
Training 1/3 epoch (loss 0.5383):  28%|██▊       | 4418/16050 [48:55<2:44:05,  1.18it/s]
Training 1/3 epoch (loss 0.5383):  28%|██▊       | 4419/16050 [48:55<2:30:18,  1.29it/s]
Training 1/3 epoch (loss 0.0009):  28%|██▊       | 4419/16050 [48:56<2:30:18,  1.29it/s]
Training 1/3 epoch (loss 0.0009):  28%|██▊       | 4420/16050 [48:56<2:18:56,  1.40it/s]
Training 1/3 epoch (loss 0.2677):  28%|██▊       | 4420/16050 [48:58<2:18:56,  1.40it/s]
Training 1/3 epoch (loss 0.2677):  28%|██▊       | 4421/16050 [48:58<3:47:47,  1.18s/it]
Training 1/3 epoch (loss 0.1403):  28%|██▊       | 4421/16050 [48:59<3:47:47,  1.18s/it]
Training 1/3 epoch (loss 0.1403):  28%|██▊       | 4422/16050 [48:59<3:21:03,  1.04s/it]
Training 1/3 epoch (loss 0.8335):  28%|██▊       | 4422/16050 [48:59<3:21:03,  1.04s/it]
Training 1/3 epoch (loss 0.8335):  28%|██▊       | 4423/16050 [48:59<2:42:16,  1.19it/s]
Training 1/3 epoch (loss 0.0021):  28%|██▊       | 4423/16050 [49:00<2:42:16,  1.19it/s]
Training 1/3 epoch (loss 0.0021):  28%|██▊       | 4424/16050 [49:00<2:20:45,  1.38it/s]
Training 1/3 epoch (loss 0.0150):  28%|██▊       | 4424/16050 [49:01<2:20:45,  1.38it/s]
Training 1/3 epoch (loss 0.0150):  28%|██▊       | 4425/16050 [49:01<2:24:27,  1.34it/s]
Training 1/3 epoch (loss 0.0121):  28%|██▊       | 4425/16050 [49:01<2:24:27,  1.34it/s]
Training 1/3 epoch (loss 0.0121):  28%|██▊       | 4426/16050 [49:01<2:16:39,  1.42it/s]
Training 1/3 epoch (loss 0.0181):  28%|██▊       | 4426/16050 [49:02<2:16:39,  1.42it/s]
Training 1/3 epoch (loss 0.0181):  28%|██▊       | 4427/16050 [49:02<1:59:08,  1.63it/s]
Training 1/3 epoch (loss 0.2781):  28%|██▊       | 4427/16050 [49:02<1:59:08,  1.63it/s]
Training 1/3 epoch (loss 0.2781):  28%|██▊       | 4428/16050 [49:02<2:04:08,  1.56it/s]
Training 1/3 epoch (loss 0.0890):  28%|██▊       | 4428/16050 [49:03<2:04:08,  1.56it/s]
Training 1/3 epoch (loss 0.0890):  28%|██▊       | 4429/16050 [49:03<1:58:10,  1.64it/s]
Training 1/3 epoch (loss 0.4505):  28%|██▊       | 4429/16050 [49:03<1:58:10,  1.64it/s]
Training 1/3 epoch (loss 0.4505):  28%|██▊       | 4430/16050 [49:03<1:48:47,  1.78it/s]
Training 1/3 epoch (loss 0.5773):  28%|██▊       | 4430/16050 [49:04<1:48:47,  1.78it/s]
Training 1/3 epoch (loss 0.5773):  28%|██▊       | 4431/16050 [49:04<1:45:18,  1.84it/s]
Training 1/3 epoch (loss 0.0385):  28%|██▊       | 4431/16050 [49:04<1:45:18,  1.84it/s]
Training 1/3 epoch (loss 0.0385):  28%|██▊       | 4432/16050 [49:04<1:48:29,  1.78it/s]
Training 1/3 epoch (loss 0.0874):  28%|██▊       | 4432/16050 [49:05<1:48:29,  1.78it/s]
Training 1/3 epoch (loss 0.0874):  28%|██▊       | 4433/16050 [49:05<1:52:13,  1.73it/s]
Training 1/3 epoch (loss 0.6032):  28%|██▊       | 4433/16050 [49:07<1:52:13,  1.73it/s]
Training 1/3 epoch (loss 0.6032):  28%|██▊       | 4434/16050 [49:07<3:34:25,  1.11s/it]
Training 1/3 epoch (loss 0.0318):  28%|██▊       | 4434/16050 [49:08<3:34:25,  1.11s/it]
Training 1/3 epoch (loss 0.0318):  28%|██▊       | 4435/16050 [49:08<3:05:45,  1.04it/s]
Training 1/3 epoch (loss 0.0810):  28%|██▊       | 4435/16050 [49:09<3:05:45,  1.04it/s]
Training 1/3 epoch (loss 0.0810):  28%|██▊       | 4436/16050 [49:09<2:42:27,  1.19it/s]
Training 1/3 epoch (loss 0.0610):  28%|██▊       | 4436/16050 [49:09<2:42:27,  1.19it/s]
Training 1/3 epoch (loss 0.0610):  28%|██▊       | 4437/16050 [49:09<2:29:46,  1.29it/s]
Training 1/3 epoch (loss 0.1433):  28%|██▊       | 4437/16050 [49:10<2:29:46,  1.29it/s]
Training 1/3 epoch (loss 0.1433):  28%|██▊       | 4438/16050 [49:10<2:09:05,  1.50it/s]
Training 1/3 epoch (loss 0.0581):  28%|██▊       | 4438/16050 [49:10<2:09:05,  1.50it/s]
Training 1/3 epoch (loss 0.0581):  28%|██▊       | 4439/16050 [49:10<2:05:46,  1.54it/s]
Training 1/3 epoch (loss 0.6861):  28%|██▊       | 4439/16050 [49:11<2:05:46,  1.54it/s]
Training 1/3 epoch (loss 0.6861):  28%|██▊       | 4440/16050 [49:11<1:53:58,  1.70it/s]
Training 1/3 epoch (loss 0.0612):  28%|██▊       | 4440/16050 [49:11<1:53:58,  1.70it/s]
Training 1/3 epoch (loss 0.0612):  28%|██▊       | 4441/16050 [49:11<1:55:43,  1.67it/s]
Training 1/3 epoch (loss 0.0013):  28%|██▊       | 4441/16050 [49:12<1:55:43,  1.67it/s]
Training 1/3 epoch (loss 0.0013):  28%|██▊       | 4442/16050 [49:12<1:57:00,  1.65it/s]
Training 1/3 epoch (loss 0.6764):  28%|██▊       | 4442/16050 [49:12<1:57:00,  1.65it/s]
Training 1/3 epoch (loss 0.6764):  28%|██▊       | 4443/16050 [49:12<1:47:47,  1.79it/s]
Training 1/3 epoch (loss 0.5996):  28%|██▊       | 4443/16050 [49:13<1:47:47,  1.79it/s]
Training 1/3 epoch (loss 0.5996):  28%|██▊       | 4444/16050 [49:13<1:50:02,  1.76it/s]
Training 1/3 epoch (loss 0.0022):  28%|██▊       | 4444/16050 [49:13<1:50:02,  1.76it/s]
Training 1/3 epoch (loss 0.0022):  28%|██▊       | 4445/16050 [49:13<1:37:19,  1.99it/s]
Training 1/3 epoch (loss 0.0459):  28%|██▊       | 4445/16050 [49:14<1:37:19,  1.99it/s]
Training 1/3 epoch (loss 0.0459):  28%|██▊       | 4446/16050 [49:14<1:42:26,  1.89it/s]
Training 1/3 epoch (loss 0.4798):  28%|██▊       | 4446/16050 [49:14<1:42:26,  1.89it/s]
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Training 1/3 epoch (loss 0.0053):  28%|██▊       | 4447/16050 [49:15<1:32:32,  2.09it/s]
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Training 1/3 epoch (loss 0.1330):  28%|██▊       | 4448/16050 [49:16<1:52:09,  1.72it/s]
Training 1/3 epoch (loss 0.1330):  28%|██▊       | 4449/16050 [49:16<1:42:39,  1.88it/s]
Training 1/3 epoch (loss 0.0166):  28%|██▊       | 4449/16050 [49:16<1:42:39,  1.88it/s]
Training 1/3 epoch (loss 0.0166):  28%|██▊       | 4450/16050 [49:16<1:46:33,  1.81it/s]
Training 1/3 epoch (loss 0.6992):  28%|██▊       | 4450/16050 [49:17<1:46:33,  1.81it/s]
Training 1/3 epoch (loss 0.6992):  28%|██▊       | 4451/16050 [49:17<1:38:14,  1.97it/s]
Training 1/3 epoch (loss 0.3369):  28%|██▊       | 4451/16050 [49:17<1:38:14,  1.97it/s]
Training 1/3 epoch (loss 0.3369):  28%|██▊       | 4452/16050 [49:17<1:44:14,  1.85it/s]
Training 1/3 epoch (loss 0.0045):  28%|██▊       | 4452/16050 [49:18<1:44:14,  1.85it/s]
Training 1/3 epoch (loss 0.0045):  28%|██▊       | 4453/16050 [49:18<1:39:06,  1.95it/s]
Training 1/3 epoch (loss 0.0092):  28%|██▊       | 4453/16050 [49:18<1:39:06,  1.95it/s]
Training 1/3 epoch (loss 0.0092):  28%|██▊       | 4454/16050 [49:18<1:36:14,  2.01it/s]
Training 1/3 epoch (loss 0.5647):  28%|██▊       | 4454/16050 [49:19<1:36:14,  2.01it/s]
Training 1/3 epoch (loss 0.5647):  28%|██▊       | 4455/16050 [49:19<1:46:31,  1.81it/s]
Training 1/3 epoch (loss 0.0009):  28%|██▊       | 4455/16050 [49:19<1:46:31,  1.81it/s]
Training 1/3 epoch (loss 0.0009):  28%|██▊       | 4456/16050 [49:19<1:51:10,  1.74it/s]
Training 1/3 epoch (loss 0.0475):  28%|██▊       | 4456/16050 [49:20<1:51:10,  1.74it/s]
Training 1/3 epoch (loss 0.0475):  28%|██▊       | 4457/16050 [49:20<1:39:30,  1.94it/s]
Training 1/3 epoch (loss 0.9430):  28%|██▊       | 4457/16050 [49:20<1:39:30,  1.94it/s]
Training 1/3 epoch (loss 0.9430):  28%|██▊       | 4458/16050 [49:20<1:45:11,  1.84it/s]
Training 1/3 epoch (loss 0.0588):  28%|██▊       | 4458/16050 [49:21<1:45:11,  1.84it/s]
Training 1/3 epoch (loss 0.0588):  28%|██▊       | 4459/16050 [49:21<1:51:17,  1.74it/s]
Training 1/3 epoch (loss 0.0471):  28%|██▊       | 4459/16050 [49:22<1:51:17,  1.74it/s]
Training 1/3 epoch (loss 0.0471):  28%|██▊       | 4460/16050 [49:22<1:48:48,  1.78it/s]
Training 1/3 epoch (loss 0.2101):  28%|██▊       | 4460/16050 [49:22<1:48:48,  1.78it/s]
Training 1/3 epoch (loss 0.2101):  28%|██▊       | 4461/16050 [49:22<1:47:08,  1.80it/s]
Training 1/3 epoch (loss 0.4145):  28%|██▊       | 4461/16050 [49:23<1:47:08,  1.80it/s]
Training 1/3 epoch (loss 0.4145):  28%|██▊       | 4462/16050 [49:23<1:50:38,  1.75it/s]
Training 1/3 epoch (loss 0.0339):  28%|██▊       | 4462/16050 [49:23<1:50:38,  1.75it/s]
Training 1/3 epoch (loss 0.0339):  28%|██▊       | 4463/16050 [49:23<1:41:57,  1.89it/s]
Training 1/3 epoch (loss 0.2342):  28%|██▊       | 4463/16050 [49:24<1:41:57,  1.89it/s]
Training 1/3 epoch (loss 0.2342):  28%|██▊       | 4464/16050 [49:24<1:57:32,  1.64it/s]
Training 1/3 epoch (loss 0.0429):  28%|██▊       | 4464/16050 [49:24<1:57:32,  1.64it/s]
Training 1/3 epoch (loss 0.0429):  28%|██▊       | 4465/16050 [49:24<1:54:28,  1.69it/s]
Training 1/3 epoch (loss 0.1832):  28%|██▊       | 4465/16050 [49:25<1:54:28,  1.69it/s]
Training 1/3 epoch (loss 0.1832):  28%|██▊       | 4466/16050 [49:25<1:41:41,  1.90it/s]
Training 1/3 epoch (loss 0.0598):  28%|██▊       | 4466/16050 [49:25<1:41:41,  1.90it/s]
Training 1/3 epoch (loss 0.0598):  28%|██▊       | 4467/16050 [49:25<1:47:36,  1.79it/s]
Training 1/3 epoch (loss 0.0010):  28%|██▊       | 4467/16050 [49:26<1:47:36,  1.79it/s]
Training 1/3 epoch (loss 0.0010):  28%|██▊       | 4468/16050 [49:26<1:41:41,  1.90it/s]
Training 1/3 epoch (loss 0.0274):  28%|██▊       | 4468/16050 [49:27<1:41:41,  1.90it/s]
Training 1/3 epoch (loss 0.0274):  28%|██▊       | 4469/16050 [49:27<2:08:59,  1.50it/s]
Training 1/3 epoch (loss 0.0460):  28%|██▊       | 4469/16050 [49:27<2:08:59,  1.50it/s]
Training 1/3 epoch (loss 0.0460):  28%|██▊       | 4470/16050 [49:27<2:01:45,  1.59it/s]
Training 1/3 epoch (loss 0.3316):  28%|██▊       | 4470/16050 [49:28<2:01:45,  1.59it/s]
Training 1/3 epoch (loss 0.3316):  28%|██▊       | 4471/16050 [49:28<1:49:04,  1.77it/s]
Training 1/3 epoch (loss 0.0250):  28%|██▊       | 4471/16050 [49:28<1:49:04,  1.77it/s]
Training 1/3 epoch (loss 0.0250):  28%|██▊       | 4472/16050 [49:28<1:53:12,  1.70it/s]
Training 1/3 epoch (loss 0.4590):  28%|██▊       | 4472/16050 [49:29<1:53:12,  1.70it/s]
Training 1/3 epoch (loss 0.4590):  28%|██▊       | 4473/16050 [49:29<1:43:23,  1.87it/s]
Training 1/3 epoch (loss 0.2775):  28%|██▊       | 4473/16050 [49:29<1:43:23,  1.87it/s]
Training 1/3 epoch (loss 0.2775):  28%|██▊       | 4474/16050 [49:29<1:36:26,  2.00it/s]
Training 1/3 epoch (loss 0.0302):  28%|██▊       | 4474/16050 [49:30<1:36:26,  2.00it/s]
Training 1/3 epoch (loss 0.0302):  28%|██▊       | 4475/16050 [49:30<1:38:20,  1.96it/s]
Training 1/3 epoch (loss 0.0046):  28%|██▊       | 4475/16050 [49:30<1:38:20,  1.96it/s]
Training 1/3 epoch (loss 0.0046):  28%|██▊       | 4476/16050 [49:30<1:35:48,  2.01it/s]
Training 1/3 epoch (loss 0.3336):  28%|██▊       | 4476/16050 [49:31<1:35:48,  2.01it/s]
Training 1/3 epoch (loss 0.3336):  28%|██▊       | 4477/16050 [49:31<1:26:39,  2.23it/s]
Training 1/3 epoch (loss 0.0043):  28%|██▊       | 4477/16050 [49:31<1:26:39,  2.23it/s]
Training 1/3 epoch (loss 0.0043):  28%|██▊       | 4478/16050 [49:31<1:21:22,  2.37it/s]
Training 1/3 epoch (loss 0.4572):  28%|██▊       | 4478/16050 [49:31<1:21:22,  2.37it/s]
Training 1/3 epoch (loss 0.4572):  28%|██▊       | 4479/16050 [49:31<1:16:31,  2.52it/s]
Training 1/3 epoch (loss 0.0671):  28%|██▊       | 4479/16050 [49:32<1:16:31,  2.52it/s]
Training 1/3 epoch (loss 0.0671):  28%|██▊       | 4480/16050 [49:32<1:23:57,  2.30it/s]
Training 1/3 epoch (loss 0.0331):  28%|██▊       | 4480/16050 [49:32<1:23:57,  2.30it/s]
Training 1/3 epoch (loss 0.0331):  28%|██▊       | 4481/16050 [49:32<1:22:24,  2.34it/s]
Training 1/3 epoch (loss 0.4068):  28%|██▊       | 4481/16050 [49:33<1:22:24,  2.34it/s]
Training 1/3 epoch (loss 0.4068):  28%|██▊       | 4482/16050 [49:33<1:21:25,  2.37it/s]
Training 1/3 epoch (loss 0.0533):  28%|██▊       | 4482/16050 [49:33<1:21:25,  2.37it/s]
Training 1/3 epoch (loss 0.0533):  28%|██▊       | 4483/16050 [49:33<1:20:02,  2.41it/s]
Training 1/3 epoch (loss 0.0219):  28%|██▊       | 4483/16050 [49:34<1:20:02,  2.41it/s]
Training 1/3 epoch (loss 0.0219):  28%|██▊       | 4484/16050 [49:34<1:26:39,  2.22it/s]
Training 1/3 epoch (loss 0.0177):  28%|██▊       | 4484/16050 [49:34<1:26:39,  2.22it/s]
Training 1/3 epoch (loss 0.0177):  28%|██▊       | 4485/16050 [49:34<1:39:11,  1.94it/s]
Training 1/3 epoch (loss 0.0106):  28%|██▊       | 4485/16050 [49:35<1:39:11,  1.94it/s]
Training 1/3 epoch (loss 0.0106):  28%|██▊       | 4486/16050 [49:35<1:56:24,  1.66it/s]
Training 1/3 epoch (loss 0.2958):  28%|██▊       | 4486/16050 [49:37<1:56:24,  1.66it/s]
Training 1/3 epoch (loss 0.2958):  28%|██▊       | 4487/16050 [49:37<3:31:00,  1.09s/it]
Training 1/3 epoch (loss 0.4321):  28%|██▊       | 4487/16050 [49:38<3:31:00,  1.09s/it]
Training 1/3 epoch (loss 0.4321):  28%|██▊       | 4488/16050 [49:38<2:51:46,  1.12it/s]
Training 1/3 epoch (loss 0.1609):  28%|██▊       | 4488/16050 [49:39<2:51:46,  1.12it/s]
Training 1/3 epoch (loss 0.1609):  28%|██▊       | 4489/16050 [49:39<2:56:44,  1.09it/s]
Training 1/3 epoch (loss 0.0013):  28%|██▊       | 4489/16050 [49:39<2:56:44,  1.09it/s]
Training 1/3 epoch (loss 0.0013):  28%|██▊       | 4490/16050 [49:39<2:28:50,  1.29it/s]
Training 1/3 epoch (loss 0.0386):  28%|██▊       | 4490/16050 [49:40<2:28:50,  1.29it/s]
Training 1/3 epoch (loss 0.0386):  28%|██▊       | 4491/16050 [49:40<2:37:24,  1.22it/s]
Training 1/3 epoch (loss 0.3337):  28%|██▊       | 4491/16050 [49:41<2:37:24,  1.22it/s]
Training 1/3 epoch (loss 0.3337):  28%|██▊       | 4492/16050 [49:41<2:15:36,  1.42it/s]
Training 1/3 epoch (loss 0.0642):  28%|██▊       | 4492/16050 [49:41<2:15:36,  1.42it/s]
Training 1/3 epoch (loss 0.0642):  28%|██▊       | 4493/16050 [49:41<2:05:08,  1.54it/s]
Training 1/3 epoch (loss 0.4494):  28%|██▊       | 4493/16050 [49:42<2:05:08,  1.54it/s]
Training 1/3 epoch (loss 0.4494):  28%|██▊       | 4494/16050 [49:42<1:55:09,  1.67it/s]
Training 1/3 epoch (loss 0.0083):  28%|██▊       | 4494/16050 [49:42<1:55:09,  1.67it/s]
Training 1/3 epoch (loss 0.0083):  28%|██▊       | 4495/16050 [49:42<1:58:34,  1.62it/s]
Training 1/3 epoch (loss 0.0182):  28%|██▊       | 4495/16050 [49:43<1:58:34,  1.62it/s]
Training 1/3 epoch (loss 0.0182):  28%|██▊       | 4496/16050 [49:43<1:58:59,  1.62it/s]
Training 1/3 epoch (loss 0.0144):  28%|██▊       | 4496/16050 [49:43<1:58:59,  1.62it/s]
Training 1/3 epoch (loss 0.0144):  28%|██▊       | 4497/16050 [49:43<1:55:08,  1.67it/s]
Training 1/3 epoch (loss 0.0469):  28%|██▊       | 4497/16050 [49:44<1:55:08,  1.67it/s]
Training 1/3 epoch (loss 0.0469):  28%|██▊       | 4498/16050 [49:44<1:51:59,  1.72it/s]
Training 1/3 epoch (loss 0.0341):  28%|██▊       | 4498/16050 [49:44<1:51:59,  1.72it/s]
Training 1/3 epoch (loss 0.0341):  28%|██▊       | 4499/16050 [49:44<1:49:50,  1.75it/s]
Training 1/3 epoch (loss 0.1056):  28%|██▊       | 4499/16050 [49:45<1:49:50,  1.75it/s]
Training 1/3 epoch (loss 0.1056):  28%|██▊       | 4500/16050 [49:45<1:53:08,  1.70it/s]
Training 1/3 epoch (loss 0.0128):  28%|██▊       | 4500/16050 [49:46<1:53:08,  1.70it/s]
Training 1/3 epoch (loss 0.0128):  28%|██▊       | 4501/16050 [49:46<2:00:03,  1.60it/s]
Training 1/3 epoch (loss 0.0008):  28%|██▊       | 4501/16050 [49:46<2:00:03,  1.60it/s]
Training 1/3 epoch (loss 0.0008):  28%|██▊       | 4502/16050 [49:46<1:50:31,  1.74it/s]
Training 1/3 epoch (loss 0.0053):  28%|██▊       | 4502/16050 [49:47<1:50:31,  1.74it/s]
Training 1/3 epoch (loss 0.0053):  28%|██▊       | 4503/16050 [49:47<1:41:09,  1.90it/s]
Training 1/3 epoch (loss 0.1565):  28%|██▊       | 4503/16050 [49:47<1:41:09,  1.90it/s]
Training 1/3 epoch (loss 0.1565):  28%|██▊       | 4504/16050 [49:47<1:32:08,  2.09it/s]
Training 1/3 epoch (loss 0.4647):  28%|██▊       | 4504/16050 [49:48<1:32:08,  2.09it/s]
Training 1/3 epoch (loss 0.4647):  28%|██▊       | 4505/16050 [49:48<1:31:54,  2.09it/s]
Training 1/3 epoch (loss 0.2802):  28%|██▊       | 4505/16050 [49:48<1:31:54,  2.09it/s]
Training 1/3 epoch (loss 0.2802):  28%|██▊       | 4506/16050 [49:48<1:27:13,  2.21it/s]
Training 1/3 epoch (loss 0.0008):  28%|██▊       | 4506/16050 [49:48<1:27:13,  2.21it/s]
Training 1/3 epoch (loss 0.0008):  28%|██▊       | 4507/16050 [49:48<1:25:34,  2.25it/s]
Training 1/3 epoch (loss 0.0141):  28%|██▊       | 4507/16050 [49:49<1:25:34,  2.25it/s]
Training 1/3 epoch (loss 0.0141):  28%|██▊       | 4508/16050 [49:49<1:38:39,  1.95it/s]
Training 1/3 epoch (loss 0.0082):  28%|██▊       | 4508/16050 [49:49<1:38:39,  1.95it/s]
Training 1/3 epoch (loss 0.0082):  28%|██▊       | 4509/16050 [49:49<1:33:16,  2.06it/s]
Training 1/3 epoch (loss 0.6002):  28%|██▊       | 4509/16050 [49:50<1:33:16,  2.06it/s]
Training 1/3 epoch (loss 0.6002):  28%|██▊       | 4510/16050 [49:50<1:27:54,  2.19it/s]
Training 1/3 epoch (loss 0.0791):  28%|██▊       | 4510/16050 [49:50<1:27:54,  2.19it/s]
Training 1/3 epoch (loss 0.0791):  28%|██▊       | 4511/16050 [49:50<1:27:22,  2.20it/s]
Training 1/3 epoch (loss 0.1588):  28%|██▊       | 4511/16050 [49:53<1:27:22,  2.20it/s]
Training 1/3 epoch (loss 0.1588):  28%|██▊       | 4512/16050 [49:53<3:16:57,  1.02s/it]
Training 1/3 epoch (loss 0.2865):  28%|██▊       | 4512/16050 [49:55<3:16:57,  1.02s/it]
Training 1/3 epoch (loss 0.2865):  28%|██▊       | 4513/16050 [49:55<4:35:18,  1.43s/it]
Training 1/3 epoch (loss 0.1542):  28%|██▊       | 4513/16050 [49:55<4:35:18,  1.43s/it]
Training 1/3 epoch (loss 0.1542):  28%|██▊       | 4514/16050 [49:55<3:36:00,  1.12s/it]
Training 1/3 epoch (loss 0.4629):  28%|██▊       | 4514/16050 [49:56<3:36:00,  1.12s/it]
Training 1/3 epoch (loss 0.4629):  28%|██▊       | 4515/16050 [49:56<2:51:36,  1.12it/s]
Training 1/3 epoch (loss 0.2274):  28%|██▊       | 4515/16050 [49:56<2:51:36,  1.12it/s]
Training 1/3 epoch (loss 0.2274):  28%|██▊       | 4516/16050 [49:56<2:26:54,  1.31it/s]
Training 1/3 epoch (loss 0.0036):  28%|██▊       | 4516/16050 [49:57<2:26:54,  1.31it/s]
Training 1/3 epoch (loss 0.0036):  28%|██▊       | 4517/16050 [49:57<2:06:05,  1.52it/s]
Training 1/3 epoch (loss 0.0464):  28%|██▊       | 4517/16050 [49:58<2:06:05,  1.52it/s]
Training 1/3 epoch (loss 0.0464):  28%|██▊       | 4518/16050 [49:58<2:22:19,  1.35it/s]
Training 1/3 epoch (loss 0.0003):  28%|██▊       | 4518/16050 [49:58<2:22:19,  1.35it/s]
Training 1/3 epoch (loss 0.0003):  28%|██▊       | 4519/16050 [49:58<2:04:07,  1.55it/s]
Training 1/3 epoch (loss 0.6056):  28%|██▊       | 4519/16050 [49:58<2:04:07,  1.55it/s]
Training 1/3 epoch (loss 0.6056):  28%|██▊       | 4520/16050 [49:58<1:50:00,  1.75it/s]
Training 1/3 epoch (loss 0.0621):  28%|██▊       | 4520/16050 [49:59<1:50:00,  1.75it/s]
Training 1/3 epoch (loss 0.0621):  28%|██▊       | 4521/16050 [49:59<1:47:45,  1.78it/s]
Training 1/3 epoch (loss 0.0031):  28%|██▊       | 4521/16050 [49:59<1:47:45,  1.78it/s]
Training 1/3 epoch (loss 0.0031):  28%|██▊       | 4522/16050 [49:59<1:38:16,  1.96it/s]
Training 1/3 epoch (loss 0.0722):  28%|██▊       | 4522/16050 [50:00<1:38:16,  1.96it/s]
Training 1/3 epoch (loss 0.0722):  28%|██▊       | 4523/16050 [50:00<1:44:05,  1.85it/s]
Training 1/3 epoch (loss 0.0232):  28%|██▊       | 4523/16050 [50:01<1:44:05,  1.85it/s]
Training 1/3 epoch (loss 0.0232):  28%|██▊       | 4524/16050 [50:01<1:50:40,  1.74it/s]
Training 1/3 epoch (loss 0.0337):  28%|██▊       | 4524/16050 [50:01<1:50:40,  1.74it/s]
Training 1/3 epoch (loss 0.0337):  28%|██▊       | 4525/16050 [50:01<1:54:02,  1.68it/s]
Training 1/3 epoch (loss 0.5644):  28%|██▊       | 4525/16050 [50:02<1:54:02,  1.68it/s]
Training 1/3 epoch (loss 0.5644):  28%|██▊       | 4526/16050 [50:02<1:46:26,  1.80it/s]
Training 1/3 epoch (loss 0.8403):  28%|██▊       | 4526/16050 [50:02<1:46:26,  1.80it/s]
Training 1/3 epoch (loss 0.8403):  28%|██▊       | 4527/16050 [50:02<1:38:16,  1.95it/s]
Training 1/3 epoch (loss 0.0249):  28%|██▊       | 4527/16050 [50:03<1:38:16,  1.95it/s]
Training 1/3 epoch (loss 0.0249):  28%|██▊       | 4528/16050 [50:03<1:35:42,  2.01it/s]
Training 1/3 epoch (loss 0.2705):  28%|██▊       | 4528/16050 [50:03<1:35:42,  2.01it/s]
Training 1/3 epoch (loss 0.2705):  28%|██▊       | 4529/16050 [50:03<1:30:36,  2.12it/s]
Training 1/3 epoch (loss 0.3380):  28%|██▊       | 4529/16050 [50:04<1:30:36,  2.12it/s]
Training 1/3 epoch (loss 0.3380):  28%|██▊       | 4530/16050 [50:04<2:01:22,  1.58it/s]
Training 1/3 epoch (loss 0.3806):  28%|██▊       | 4530/16050 [50:04<2:01:22,  1.58it/s]
Training 1/3 epoch (loss 0.3806):  28%|██▊       | 4531/16050 [50:04<1:52:02,  1.71it/s]
Training 1/3 epoch (loss 0.0034):  28%|██▊       | 4531/16050 [50:05<1:52:02,  1.71it/s]
Training 1/3 epoch (loss 0.0034):  28%|██▊       | 4532/16050 [50:05<1:41:13,  1.90it/s]
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Training 1/3 epoch (loss 0.0760):  28%|██▊       | 4535/16050 [50:07<1:41:19,  1.89it/s]
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Training 1/3 epoch (loss 0.0025):  28%|██▊       | 4536/16050 [50:07<1:31:46,  2.09it/s]
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Training 1/3 epoch (loss 0.1334):  28%|██▊       | 4537/16050 [50:08<1:29:54,  2.13it/s]
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Training 1/3 epoch (loss 0.3917):  28%|██▊       | 4538/16050 [50:08<1:37:33,  1.97it/s]
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Training 1/3 epoch (loss 0.0102):  28%|██▊       | 4540/16050 [50:09<1:30:44,  2.11it/s]
Training 1/3 epoch (loss 0.0102):  28%|██▊       | 4541/16050 [50:09<1:27:32,  2.19it/s]
Training 1/3 epoch (loss 0.4285):  28%|██▊       | 4541/16050 [50:10<1:27:32,  2.19it/s]
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Training 1/3 epoch (loss 0.4977):  28%|██▊       | 4542/16050 [50:10<1:31:29,  2.10it/s]
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Training 1/3 epoch (loss 0.5607):  28%|██▊       | 4543/16050 [50:12<1:37:32,  1.97it/s]
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Training 1/3 epoch (loss 0.0078):  28%|██▊       | 4544/16050 [50:12<2:24:57,  1.32it/s]
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Training 1/3 epoch (loss 0.4367):  28%|██▊       | 4546/16050 [50:15<2:12:41,  1.45it/s]
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Training 1/3 epoch (loss 0.0934):  28%|██▊       | 4547/16050 [50:16<3:48:17,  1.19s/it]
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Training 1/3 epoch (loss 0.0720):  28%|██▊       | 4548/16050 [50:16<3:05:03,  1.04it/s]
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Training 1/3 epoch (loss 0.0116):  28%|██▊       | 4549/16050 [50:17<2:48:18,  1.14it/s]
Training 1/3 epoch (loss 0.0116):  28%|██▊       | 4550/16050 [50:17<2:44:11,  1.17it/s]
Training 1/3 epoch (loss 0.3175):  28%|██▊       | 4550/16050 [50:19<2:44:11,  1.17it/s]
Training 1/3 epoch (loss 0.3175):  28%|██▊       | 4551/16050 [50:19<4:03:58,  1.27s/it]
Training 1/3 epoch (loss 0.0250):  28%|██▊       | 4551/16050 [50:20<4:03:58,  1.27s/it]
Training 1/3 epoch (loss 0.0250):  28%|██▊       | 4552/16050 [50:20<3:28:02,  1.09s/it]
Training 1/3 epoch (loss 0.0061):  28%|██▊       | 4552/16050 [50:20<3:28:02,  1.09s/it]
Training 1/3 epoch (loss 0.0061):  28%|██▊       | 4553/16050 [50:20<2:49:53,  1.13it/s]
Training 1/3 epoch (loss 0.2536):  28%|██▊       | 4553/16050 [50:21<2:49:53,  1.13it/s]
Training 1/3 epoch (loss 0.2536):  28%|██▊       | 4554/16050 [50:21<2:25:28,  1.32it/s]
Training 1/3 epoch (loss 0.3280):  28%|██▊       | 4554/16050 [50:21<2:25:28,  1.32it/s]
Training 1/3 epoch (loss 0.3280):  28%|██▊       | 4555/16050 [50:21<2:06:08,  1.52it/s]
Training 1/3 epoch (loss 0.0925):  28%|██▊       | 4555/16050 [50:22<2:06:08,  1.52it/s]
Training 1/3 epoch (loss 0.0925):  28%|██▊       | 4556/16050 [50:22<1:57:15,  1.63it/s]
Training 1/3 epoch (loss 0.0308):  28%|██▊       | 4556/16050 [50:22<1:57:15,  1.63it/s]
Training 1/3 epoch (loss 0.0308):  28%|██▊       | 4557/16050 [50:22<1:59:57,  1.60it/s]
Training 1/3 epoch (loss 0.0212):  28%|██▊       | 4557/16050 [50:23<1:59:57,  1.60it/s]
Training 1/3 epoch (loss 0.0212):  28%|██▊       | 4558/16050 [50:23<1:45:19,  1.82it/s]
Training 1/3 epoch (loss 0.0300):  28%|██▊       | 4558/16050 [50:23<1:45:19,  1.82it/s]
Training 1/3 epoch (loss 0.0300):  28%|██▊       | 4559/16050 [50:23<1:50:38,  1.73it/s]
Training 1/3 epoch (loss 0.1458):  28%|██▊       | 4559/16050 [50:24<1:50:38,  1.73it/s]
Training 1/3 epoch (loss 0.1458):  28%|██▊       | 4560/16050 [50:24<1:56:17,  1.65it/s]
Training 1/3 epoch (loss 0.0114):  28%|██▊       | 4560/16050 [50:25<1:56:17,  1.65it/s]
Training 1/3 epoch (loss 0.0114):  28%|██▊       | 4561/16050 [50:25<1:50:11,  1.74it/s]
Training 1/3 epoch (loss 0.4780):  28%|██▊       | 4561/16050 [50:25<1:50:11,  1.74it/s]
Training 1/3 epoch (loss 0.4780):  28%|██▊       | 4562/16050 [50:25<1:40:26,  1.91it/s]
Training 1/3 epoch (loss 0.5251):  28%|██▊       | 4562/16050 [50:26<1:40:26,  1.91it/s]
Training 1/3 epoch (loss 0.5251):  28%|██▊       | 4563/16050 [50:26<1:43:35,  1.85it/s]
Training 1/3 epoch (loss 0.0004):  28%|██▊       | 4563/16050 [50:26<1:43:35,  1.85it/s]
Training 1/3 epoch (loss 0.0004):  28%|██▊       | 4564/16050 [50:26<1:38:54,  1.94it/s]
Training 1/3 epoch (loss 0.0648):  28%|██▊       | 4564/16050 [50:27<1:38:54,  1.94it/s]
Training 1/3 epoch (loss 0.0648):  28%|██▊       | 4565/16050 [50:27<1:33:04,  2.06it/s]
Training 1/3 epoch (loss 0.4636):  28%|██▊       | 4565/16050 [50:27<1:33:04,  2.06it/s]
Training 1/3 epoch (loss 0.4636):  28%|██▊       | 4566/16050 [50:27<1:24:30,  2.26it/s]
Training 1/3 epoch (loss 0.5831):  28%|██▊       | 4566/16050 [50:27<1:24:30,  2.26it/s]
Training 1/3 epoch (loss 0.5831):  28%|██▊       | 4567/16050 [50:27<1:34:20,  2.03it/s]
Training 1/3 epoch (loss 0.1311):  28%|██▊       | 4567/16050 [50:28<1:34:20,  2.03it/s]
Training 1/3 epoch (loss 0.1311):  28%|██▊       | 4568/16050 [50:28<1:32:08,  2.08it/s]
Training 1/3 epoch (loss 0.3736):  28%|██▊       | 4568/16050 [50:28<1:32:08,  2.08it/s]
Training 1/3 epoch (loss 0.3736):  28%|██▊       | 4569/16050 [50:28<1:34:19,  2.03it/s]
Training 1/3 epoch (loss 0.5371):  28%|██▊       | 4569/16050 [50:29<1:34:19,  2.03it/s]
Training 1/3 epoch (loss 0.5371):  28%|██▊       | 4570/16050 [50:29<1:28:43,  2.16it/s]
Training 1/3 epoch (loss 0.3869):  28%|██▊       | 4570/16050 [50:31<1:28:43,  2.16it/s]
Training 1/3 epoch (loss 0.3869):  28%|██▊       | 4571/16050 [50:31<3:10:14,  1.01it/s]
Training 1/3 epoch (loss 0.0059):  28%|██▊       | 4571/16050 [50:31<3:10:14,  1.01it/s]
Training 1/3 epoch (loss 0.0059):  28%|██▊       | 4572/16050 [50:31<2:37:26,  1.22it/s]
Training 1/3 epoch (loss 0.5032):  28%|██▊       | 4572/16050 [50:32<2:37:26,  1.22it/s]
Training 1/3 epoch (loss 0.5032):  28%|██▊       | 4573/16050 [50:32<2:25:14,  1.32it/s]
Training 1/3 epoch (loss 0.0005):  28%|██▊       | 4573/16050 [50:33<2:25:14,  1.32it/s]
Training 1/3 epoch (loss 0.0005):  28%|██▊       | 4574/16050 [50:33<2:05:38,  1.52it/s]
Training 1/3 epoch (loss 0.4913):  28%|██▊       | 4574/16050 [50:33<2:05:38,  1.52it/s]
Training 1/3 epoch (loss 0.4913):  29%|██▊       | 4575/16050 [50:33<2:01:15,  1.58it/s]
Training 1/3 epoch (loss 0.2826):  29%|██▊       | 4575/16050 [50:34<2:01:15,  1.58it/s]
Training 1/3 epoch (loss 0.2826):  29%|██▊       | 4576/16050 [50:34<1:51:56,  1.71it/s]
Training 1/3 epoch (loss 0.0280):  29%|██▊       | 4576/16050 [50:34<1:51:56,  1.71it/s]
Training 1/3 epoch (loss 0.0280):  29%|██▊       | 4577/16050 [50:34<1:53:04,  1.69it/s]
Training 1/3 epoch (loss 0.0112):  29%|██▊       | 4577/16050 [50:35<1:53:04,  1.69it/s]
Training 1/3 epoch (loss 0.0112):  29%|██▊       | 4578/16050 [50:35<1:49:31,  1.75it/s]
Training 1/3 epoch (loss 0.0144):  29%|██▊       | 4578/16050 [50:36<1:49:31,  1.75it/s]
Training 1/3 epoch (loss 0.0144):  29%|██▊       | 4579/16050 [50:36<2:05:34,  1.52it/s]
Training 1/3 epoch (loss 0.0129):  29%|██▊       | 4579/16050 [50:36<2:05:34,  1.52it/s]
Training 1/3 epoch (loss 0.0129):  29%|██▊       | 4580/16050 [50:36<1:55:34,  1.65it/s]
Training 1/3 epoch (loss 0.0067):  29%|██▊       | 4580/16050 [50:36<1:55:34,  1.65it/s]
Training 1/3 epoch (loss 0.0067):  29%|██▊       | 4581/16050 [50:36<1:40:59,  1.89it/s]
Training 1/3 epoch (loss 0.3937):  29%|██▊       | 4581/16050 [50:37<1:40:59,  1.89it/s]
Training 1/3 epoch (loss 0.3937):  29%|██▊       | 4582/16050 [50:37<1:50:55,  1.72it/s]
Training 1/3 epoch (loss 0.0056):  29%|██▊       | 4582/16050 [50:37<1:50:55,  1.72it/s]
Training 1/3 epoch (loss 0.0056):  29%|██▊       | 4583/16050 [50:37<1:40:16,  1.91it/s]
Training 1/3 epoch (loss 0.0590):  29%|██▊       | 4583/16050 [50:38<1:40:16,  1.91it/s]
Training 1/3 epoch (loss 0.0590):  29%|██▊       | 4584/16050 [50:38<1:49:46,  1.74it/s]
Training 1/3 epoch (loss 0.0333):  29%|██▊       | 4584/16050 [50:39<1:49:46,  1.74it/s]
Training 1/3 epoch (loss 0.0333):  29%|██▊       | 4585/16050 [50:39<1:52:25,  1.70it/s]
Training 1/3 epoch (loss 0.5438):  29%|██▊       | 4585/16050 [50:40<1:52:25,  1.70it/s]
Training 1/3 epoch (loss 0.5438):  29%|██▊       | 4586/16050 [50:40<2:07:23,  1.50it/s]
Training 1/3 epoch (loss 0.0161):  29%|██▊       | 4586/16050 [50:40<2:07:23,  1.50it/s]
Training 1/3 epoch (loss 0.0161):  29%|██▊       | 4587/16050 [50:40<1:52:01,  1.71it/s]
Training 1/3 epoch (loss 0.3752):  29%|██▊       | 4587/16050 [50:40<1:52:01,  1.71it/s]
Training 1/3 epoch (loss 0.3752):  29%|██▊       | 4588/16050 [50:40<1:41:52,  1.88it/s]
Training 1/3 epoch (loss 0.0147):  29%|██▊       | 4588/16050 [50:41<1:41:52,  1.88it/s]
Training 1/3 epoch (loss 0.0147):  29%|██▊       | 4589/16050 [50:41<1:48:42,  1.76it/s]
Training 1/3 epoch (loss 0.4018):  29%|██▊       | 4589/16050 [50:42<1:48:42,  1.76it/s]
Training 1/3 epoch (loss 0.4018):  29%|██▊       | 4590/16050 [50:42<1:46:22,  1.80it/s]
Training 1/3 epoch (loss 0.2759):  29%|██▊       | 4590/16050 [50:42<1:46:22,  1.80it/s]
Training 1/3 epoch (loss 0.2759):  29%|██▊       | 4591/16050 [50:42<1:38:53,  1.93it/s]
Training 1/3 epoch (loss 0.0608):  29%|██▊       | 4591/16050 [50:43<1:38:53,  1.93it/s]
Training 1/3 epoch (loss 0.0608):  29%|██▊       | 4592/16050 [50:43<2:14:40,  1.42it/s]
Training 1/3 epoch (loss 0.2497):  29%|██▊       | 4592/16050 [50:44<2:14:40,  1.42it/s]
Training 1/3 epoch (loss 0.2497):  29%|██▊       | 4593/16050 [50:44<2:12:31,  1.44it/s]
Training 1/3 epoch (loss 0.1767):  29%|██▊       | 4593/16050 [50:44<2:12:31,  1.44it/s]
Training 1/3 epoch (loss 0.1767):  29%|██▊       | 4594/16050 [50:44<2:06:52,  1.50it/s]
Training 1/3 epoch (loss 0.0373):  29%|██▊       | 4594/16050 [50:45<2:06:52,  1.50it/s]
Training 1/3 epoch (loss 0.0373):  29%|██▊       | 4595/16050 [50:45<2:06:56,  1.50it/s]
Training 1/3 epoch (loss 0.0749):  29%|██▊       | 4595/16050 [50:46<2:06:56,  1.50it/s]
Training 1/3 epoch (loss 0.0749):  29%|██▊       | 4596/16050 [50:46<1:59:38,  1.60it/s]
Training 1/3 epoch (loss 0.0289):  29%|██▊       | 4596/16050 [50:46<1:59:38,  1.60it/s]
Training 1/3 epoch (loss 0.0289):  29%|██▊       | 4597/16050 [50:46<1:50:03,  1.73it/s]
Training 1/3 epoch (loss 0.2880):  29%|██▊       | 4597/16050 [50:47<1:50:03,  1.73it/s]
Training 1/3 epoch (loss 0.2880):  29%|██▊       | 4598/16050 [50:47<1:38:58,  1.93it/s]
Training 1/3 epoch (loss 0.2775):  29%|██▊       | 4598/16050 [50:47<1:38:58,  1.93it/s]
Training 1/3 epoch (loss 0.2775):  29%|██▊       | 4599/16050 [50:47<1:42:57,  1.85it/s]
Training 1/3 epoch (loss 0.6348):  29%|██▊       | 4599/16050 [50:48<1:42:57,  1.85it/s]
Training 1/3 epoch (loss 0.6348):  29%|██▊       | 4600/16050 [50:48<1:34:50,  2.01it/s]
Training 1/3 epoch (loss 0.0146):  29%|██▊       | 4600/16050 [50:48<1:34:50,  2.01it/s]
Training 1/3 epoch (loss 0.0146):  29%|██▊       | 4601/16050 [50:48<1:41:57,  1.87it/s]
Training 1/3 epoch (loss 0.1997):  29%|██▊       | 4601/16050 [50:49<1:41:57,  1.87it/s]
Training 1/3 epoch (loss 0.1997):  29%|██▊       | 4602/16050 [50:49<1:43:25,  1.84it/s]
Training 1/3 epoch (loss 0.0057):  29%|██▊       | 4602/16050 [50:49<1:43:25,  1.84it/s]
Training 1/3 epoch (loss 0.0057):  29%|██▊       | 4603/16050 [50:49<1:40:48,  1.89it/s]
Training 1/3 epoch (loss 0.0696):  29%|██▊       | 4603/16050 [50:50<1:40:48,  1.89it/s]
Training 1/3 epoch (loss 0.0696):  29%|██▊       | 4604/16050 [50:50<1:48:03,  1.77it/s]
Training 1/3 epoch (loss 0.0142):  29%|██▊       | 4604/16050 [50:50<1:48:03,  1.77it/s]
Training 1/3 epoch (loss 0.0142):  29%|██▊       | 4605/16050 [50:50<1:50:54,  1.72it/s]
Training 1/3 epoch (loss 0.1407):  29%|██▊       | 4605/16050 [50:51<1:50:54,  1.72it/s]
Training 1/3 epoch (loss 0.1407):  29%|██▊       | 4606/16050 [50:51<1:57:55,  1.62it/s]
Training 1/3 epoch (loss 0.0046):  29%|██▊       | 4606/16050 [50:52<1:57:55,  1.62it/s]
Training 1/3 epoch (loss 0.0046):  29%|██▊       | 4607/16050 [50:52<1:52:17,  1.70it/s]
Training 1/3 epoch (loss 0.0974):  29%|██▊       | 4607/16050 [50:52<1:52:17,  1.70it/s]
Training 1/3 epoch (loss 0.0974):  29%|██▊       | 4608/16050 [50:52<1:55:07,  1.66it/s]
Training 1/3 epoch (loss 0.0331):  29%|██▊       | 4608/16050 [50:53<1:55:07,  1.66it/s]
Training 1/3 epoch (loss 0.0331):  29%|██▊       | 4609/16050 [50:53<1:45:44,  1.80it/s]
Training 1/3 epoch (loss 0.0488):  29%|██▊       | 4609/16050 [50:53<1:45:44,  1.80it/s]
Training 1/3 epoch (loss 0.0488):  29%|██▊       | 4610/16050 [50:53<1:38:01,  1.95it/s]
Training 1/3 epoch (loss 0.0062):  29%|██▊       | 4610/16050 [50:54<1:38:01,  1.95it/s]
Training 1/3 epoch (loss 0.0062):  29%|██▊       | 4611/16050 [50:54<1:31:17,  2.09it/s]
Training 1/3 epoch (loss 0.0185):  29%|██▊       | 4611/16050 [50:54<1:31:17,  2.09it/s]
Training 1/3 epoch (loss 0.0185):  29%|██▊       | 4612/16050 [50:54<1:33:03,  2.05it/s]
Training 1/3 epoch (loss 0.0008):  29%|██▊       | 4612/16050 [50:54<1:33:03,  2.05it/s]
Training 1/3 epoch (loss 0.0008):  29%|██▊       | 4613/16050 [50:54<1:25:05,  2.24it/s]
Training 1/3 epoch (loss 0.9903):  29%|██▊       | 4613/16050 [50:55<1:25:05,  2.24it/s]
Training 1/3 epoch (loss 0.9903):  29%|██▊       | 4614/16050 [50:55<1:23:18,  2.29it/s]
Training 1/3 epoch (loss 0.0030):  29%|██▊       | 4614/16050 [50:55<1:23:18,  2.29it/s]
Training 1/3 epoch (loss 0.0030):  29%|██▉       | 4615/16050 [50:55<1:18:27,  2.43it/s]
Training 1/3 epoch (loss 0.0038):  29%|██▉       | 4615/16050 [50:56<1:18:27,  2.43it/s]
Training 1/3 epoch (loss 0.0038):  29%|██▉       | 4616/16050 [50:56<1:18:08,  2.44it/s]
Training 1/3 epoch (loss 0.0305):  29%|██▉       | 4616/16050 [50:56<1:18:08,  2.44it/s]
Training 1/3 epoch (loss 0.0305):  29%|██▉       | 4617/16050 [50:56<1:17:52,  2.45it/s]
Training 1/3 epoch (loss 0.3662):  29%|██▉       | 4617/16050 [50:57<1:17:52,  2.45it/s]
Training 1/3 epoch (loss 0.3662):  29%|██▉       | 4618/16050 [50:57<1:29:39,  2.13it/s]
Training 1/3 epoch (loss 0.0313):  29%|██▉       | 4618/16050 [50:57<1:29:39,  2.13it/s]
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Training 1/3 epoch (loss 0.0029):  29%|██▉       | 4619/16050 [50:58<1:31:35,  2.08it/s]
Training 1/3 epoch (loss 0.0029):  29%|██▉       | 4620/16050 [50:58<1:34:15,  2.02it/s]
Training 1/3 epoch (loss 0.2929):  29%|██▉       | 4620/16050 [50:58<1:34:15,  2.02it/s]
Training 1/3 epoch (loss 0.2929):  29%|██▉       | 4621/16050 [50:58<1:35:56,  1.99it/s]
Training 1/3 epoch (loss 0.4482):  29%|██▉       | 4621/16050 [50:59<1:35:56,  1.99it/s]
Training 1/3 epoch (loss 0.4482):  29%|██▉       | 4622/16050 [50:59<1:32:05,  2.07it/s]
Training 1/3 epoch (loss 0.1243):  29%|██▉       | 4622/16050 [50:59<1:32:05,  2.07it/s]
Training 1/3 epoch (loss 0.1243):  29%|██▉       | 4623/16050 [50:59<1:35:15,  2.00it/s]
Training 1/3 epoch (loss 0.4662):  29%|██▉       | 4623/16050 [51:00<1:35:15,  2.00it/s]
Training 1/3 epoch (loss 0.4662):  29%|██▉       | 4624/16050 [51:00<1:29:49,  2.12it/s]
Training 1/3 epoch (loss 0.0146):  29%|██▉       | 4624/16050 [51:00<1:29:49,  2.12it/s]
Training 1/3 epoch (loss 0.0146):  29%|██▉       | 4625/16050 [51:00<1:33:17,  2.04it/s]
Training 1/3 epoch (loss 0.0814):  29%|██▉       | 4625/16050 [51:01<1:33:17,  2.04it/s]
Training 1/3 epoch (loss 0.0814):  29%|██▉       | 4626/16050 [51:01<1:48:50,  1.75it/s]
Training 1/3 epoch (loss 0.0221):  29%|██▉       | 4626/16050 [51:01<1:48:50,  1.75it/s]
Training 1/3 epoch (loss 0.0221):  29%|██▉       | 4627/16050 [51:01<1:47:38,  1.77it/s]
Training 1/3 epoch (loss 0.0593):  29%|██▉       | 4627/16050 [51:02<1:47:38,  1.77it/s]
Training 1/3 epoch (loss 0.0593):  29%|██▉       | 4628/16050 [51:02<1:52:55,  1.69it/s]
Training 1/3 epoch (loss 0.4043):  29%|██▉       | 4628/16050 [51:03<1:52:55,  1.69it/s]
Training 1/3 epoch (loss 0.4043):  29%|██▉       | 4629/16050 [51:03<1:44:03,  1.83it/s]
Training 1/3 epoch (loss 0.1331):  29%|██▉       | 4629/16050 [51:03<1:44:03,  1.83it/s]
Training 1/3 epoch (loss 0.1331):  29%|██▉       | 4630/16050 [51:03<1:39:33,  1.91it/s]
Training 1/3 epoch (loss 0.0007):  29%|██▉       | 4630/16050 [51:03<1:39:33,  1.91it/s]
Training 1/3 epoch (loss 0.0007):  29%|██▉       | 4631/16050 [51:03<1:32:08,  2.07it/s]
Training 1/3 epoch (loss 0.2288):  29%|██▉       | 4631/16050 [51:04<1:32:08,  2.07it/s]
Training 1/3 epoch (loss 0.2288):  29%|██▉       | 4632/16050 [51:04<1:24:32,  2.25it/s]
Training 1/3 epoch (loss 0.4422):  29%|██▉       | 4632/16050 [51:04<1:24:32,  2.25it/s]
Training 1/3 epoch (loss 0.4422):  29%|██▉       | 4633/16050 [51:04<1:21:57,  2.32it/s]
Training 1/3 epoch (loss 0.0104):  29%|██▉       | 4633/16050 [51:05<1:21:57,  2.32it/s]
Training 1/3 epoch (loss 0.0104):  29%|██▉       | 4634/16050 [51:05<1:38:25,  1.93it/s]
Training 1/3 epoch (loss 0.5071):  29%|██▉       | 4634/16050 [51:05<1:38:25,  1.93it/s]
Training 1/3 epoch (loss 0.5071):  29%|██▉       | 4635/16050 [51:05<1:30:31,  2.10it/s]
Training 1/3 epoch (loss 0.5635):  29%|██▉       | 4635/16050 [51:06<1:30:31,  2.10it/s]
Training 1/3 epoch (loss 0.5635):  29%|██▉       | 4636/16050 [51:06<1:22:57,  2.29it/s]
Training 1/3 epoch (loss 0.0318):  29%|██▉       | 4636/16050 [51:06<1:22:57,  2.29it/s]
Training 1/3 epoch (loss 0.0318):  29%|██▉       | 4637/16050 [51:06<1:37:27,  1.95it/s]
Training 1/3 epoch (loss 0.0526):  29%|██▉       | 4637/16050 [51:07<1:37:27,  1.95it/s]
Training 1/3 epoch (loss 0.0526):  29%|██▉       | 4638/16050 [51:07<1:30:54,  2.09it/s]
Training 1/3 epoch (loss 0.0513):  29%|██▉       | 4638/16050 [51:07<1:30:54,  2.09it/s]
Training 1/3 epoch (loss 0.0513):  29%|██▉       | 4639/16050 [51:07<1:39:57,  1.90it/s]
Training 1/3 epoch (loss 0.0407):  29%|██▉       | 4639/16050 [51:08<1:39:57,  1.90it/s]
Training 1/3 epoch (loss 0.0407):  29%|██▉       | 4640/16050 [51:08<1:36:03,  1.98it/s]
Training 1/3 epoch (loss 0.4749):  29%|██▉       | 4640/16050 [51:08<1:36:03,  1.98it/s]
Training 1/3 epoch (loss 0.4749):  29%|██▉       | 4641/16050 [51:08<1:40:58,  1.88it/s]
Training 1/3 epoch (loss 0.1551):  29%|██▉       | 4641/16050 [51:09<1:40:58,  1.88it/s]
Training 1/3 epoch (loss 0.1551):  29%|██▉       | 4642/16050 [51:09<1:30:14,  2.11it/s]
Training 1/3 epoch (loss 0.0070):  29%|██▉       | 4642/16050 [51:09<1:30:14,  2.11it/s]
Training 1/3 epoch (loss 0.0070):  29%|██▉       | 4643/16050 [51:09<1:38:02,  1.94it/s]
Training 1/3 epoch (loss 0.3014):  29%|██▉       | 4643/16050 [51:10<1:38:02,  1.94it/s]
Training 1/3 epoch (loss 0.3014):  29%|██▉       | 4644/16050 [51:10<1:35:21,  1.99it/s]
Training 1/3 epoch (loss 0.1264):  29%|██▉       | 4644/16050 [51:10<1:35:21,  1.99it/s]
Training 1/3 epoch (loss 0.1264):  29%|██▉       | 4645/16050 [51:10<1:30:47,  2.09it/s]
Training 1/3 epoch (loss 0.0660):  29%|██▉       | 4645/16050 [51:11<1:30:47,  2.09it/s]
Training 1/3 epoch (loss 0.0660):  29%|██▉       | 4646/16050 [51:11<1:39:02,  1.92it/s]
Training 1/3 epoch (loss 0.3010):  29%|██▉       | 4646/16050 [51:11<1:39:02,  1.92it/s]
Training 1/3 epoch (loss 0.3010):  29%|██▉       | 4647/16050 [51:11<1:33:29,  2.03it/s]
Training 1/3 epoch (loss 0.0274):  29%|██▉       | 4647/16050 [51:12<1:33:29,  2.03it/s]
Training 1/3 epoch (loss 0.0274):  29%|██▉       | 4648/16050 [51:12<1:53:50,  1.67it/s]
Training 1/3 epoch (loss 0.1046):  29%|██▉       | 4648/16050 [51:13<1:53:50,  1.67it/s]
Training 1/3 epoch (loss 0.1046):  29%|██▉       | 4649/16050 [51:13<1:52:49,  1.68it/s]
Training 1/3 epoch (loss 0.2407):  29%|██▉       | 4649/16050 [51:13<1:52:49,  1.68it/s]
Training 1/3 epoch (loss 0.2407):  29%|██▉       | 4650/16050 [51:13<1:38:54,  1.92it/s]
Training 1/3 epoch (loss 0.0484):  29%|██▉       | 4650/16050 [51:14<1:38:54,  1.92it/s]
Training 1/3 epoch (loss 0.0484):  29%|██▉       | 4651/16050 [51:14<1:44:17,  1.82it/s]
Training 1/3 epoch (loss 0.0055):  29%|██▉       | 4651/16050 [51:14<1:44:17,  1.82it/s]
Training 1/3 epoch (loss 0.0055):  29%|██▉       | 4652/16050 [51:14<1:46:50,  1.78it/s]
Training 1/3 epoch (loss 0.0044):  29%|██▉       | 4652/16050 [51:15<1:46:50,  1.78it/s]
Training 1/3 epoch (loss 0.0044):  29%|██▉       | 4653/16050 [51:15<1:53:33,  1.67it/s]
Training 1/3 epoch (loss 0.0120):  29%|██▉       | 4653/16050 [51:15<1:53:33,  1.67it/s]
Training 1/3 epoch (loss 0.0120):  29%|██▉       | 4654/16050 [51:15<1:45:41,  1.80it/s]
Training 1/3 epoch (loss 0.4216):  29%|██▉       | 4654/16050 [51:16<1:45:41,  1.80it/s]
Training 1/3 epoch (loss 0.4216):  29%|██▉       | 4655/16050 [51:16<1:48:22,  1.75it/s]
Training 1/3 epoch (loss 0.0034):  29%|██▉       | 4655/16050 [51:16<1:48:22,  1.75it/s]
Training 1/3 epoch (loss 0.0034):  29%|██▉       | 4656/16050 [51:16<1:39:29,  1.91it/s]
Training 1/3 epoch (loss 0.5727):  29%|██▉       | 4656/16050 [51:17<1:39:29,  1.91it/s]
Training 1/3 epoch (loss 0.5727):  29%|██▉       | 4657/16050 [51:17<1:29:19,  2.13it/s]
Training 1/3 epoch (loss 0.0339):  29%|██▉       | 4657/16050 [51:17<1:29:19,  2.13it/s]
Training 1/3 epoch (loss 0.0339):  29%|██▉       | 4658/16050 [51:17<1:33:09,  2.04it/s]
Training 1/3 epoch (loss 0.4535):  29%|██▉       | 4658/16050 [51:18<1:33:09,  2.04it/s]
Training 1/3 epoch (loss 0.4535):  29%|██▉       | 4659/16050 [51:18<1:38:35,  1.93it/s]
Training 1/3 epoch (loss 0.4769):  29%|██▉       | 4659/16050 [51:18<1:38:35,  1.93it/s]
Training 1/3 epoch (loss 0.4769):  29%|██▉       | 4660/16050 [51:18<1:32:10,  2.06it/s]
Training 1/3 epoch (loss 0.0757):  29%|██▉       | 4660/16050 [51:19<1:32:10,  2.06it/s]
Training 1/3 epoch (loss 0.0757):  29%|██▉       | 4661/16050 [51:19<1:45:52,  1.79it/s]
Training 1/3 epoch (loss 0.0047):  29%|██▉       | 4661/16050 [51:19<1:45:52,  1.79it/s]
Training 1/3 epoch (loss 0.0047):  29%|██▉       | 4662/16050 [51:19<1:40:40,  1.89it/s]
Training 1/3 epoch (loss 0.0028):  29%|██▉       | 4662/16050 [51:20<1:40:40,  1.89it/s]
Training 1/3 epoch (loss 0.0028):  29%|██▉       | 4663/16050 [51:20<1:48:54,  1.74it/s]
Training 1/3 epoch (loss 0.6297):  29%|██▉       | 4663/16050 [51:21<1:48:54,  1.74it/s]
Training 1/3 epoch (loss 0.6297):  29%|██▉       | 4664/16050 [51:21<2:01:53,  1.56it/s]
Training 1/3 epoch (loss 0.0356):  29%|██▉       | 4664/16050 [51:21<2:01:53,  1.56it/s]
Training 1/3 epoch (loss 0.0356):  29%|██▉       | 4665/16050 [51:21<1:52:33,  1.69it/s]
Training 1/3 epoch (loss 0.1251):  29%|██▉       | 4665/16050 [51:22<1:52:33,  1.69it/s]
Training 1/3 epoch (loss 0.1251):  29%|██▉       | 4666/16050 [51:22<1:48:03,  1.76it/s]
Training 1/3 epoch (loss 0.0064):  29%|██▉       | 4666/16050 [51:22<1:48:03,  1.76it/s]
Training 1/3 epoch (loss 0.0064):  29%|██▉       | 4667/16050 [51:22<1:45:53,  1.79it/s]
Training 1/3 epoch (loss 0.0523):  29%|██▉       | 4667/16050 [51:23<1:45:53,  1.79it/s]
Training 1/3 epoch (loss 0.0523):  29%|██▉       | 4668/16050 [51:23<1:51:39,  1.70it/s]
Training 1/3 epoch (loss 0.3131):  29%|██▉       | 4668/16050 [51:24<1:51:39,  1.70it/s]
Training 1/3 epoch (loss 0.3131):  29%|██▉       | 4669/16050 [51:24<1:55:43,  1.64it/s]
Training 1/3 epoch (loss 0.8426):  29%|██▉       | 4669/16050 [51:26<1:55:43,  1.64it/s]
Training 1/3 epoch (loss 0.8426):  29%|██▉       | 4670/16050 [51:26<3:26:19,  1.09s/it]
Training 1/3 epoch (loss 0.0341):  29%|██▉       | 4670/16050 [51:27<3:26:19,  1.09s/it]
Training 1/3 epoch (loss 0.0341):  29%|██▉       | 4671/16050 [51:27<3:05:28,  1.02it/s]
Training 1/3 epoch (loss 0.0185):  29%|██▉       | 4671/16050 [51:27<3:05:28,  1.02it/s]
Training 1/3 epoch (loss 0.0185):  29%|██▉       | 4672/16050 [51:27<2:36:21,  1.21it/s]
Training 1/3 epoch (loss 0.0154):  29%|██▉       | 4672/16050 [51:28<2:36:21,  1.21it/s]
Training 1/3 epoch (loss 0.0154):  29%|██▉       | 4673/16050 [51:28<2:23:17,  1.32it/s]
Training 1/3 epoch (loss 0.0386):  29%|██▉       | 4673/16050 [51:28<2:23:17,  1.32it/s]
Training 1/3 epoch (loss 0.0386):  29%|██▉       | 4674/16050 [51:28<2:20:24,  1.35it/s]
Training 1/3 epoch (loss 0.0016):  29%|██▉       | 4674/16050 [51:29<2:20:24,  1.35it/s]
Training 1/3 epoch (loss 0.0016):  29%|██▉       | 4675/16050 [51:29<1:58:56,  1.59it/s]
Training 1/3 epoch (loss 0.0152):  29%|██▉       | 4675/16050 [51:29<1:58:56,  1.59it/s]
Training 1/3 epoch (loss 0.0152):  29%|██▉       | 4676/16050 [51:29<1:40:20,  1.89it/s]
Training 1/3 epoch (loss 0.1877):  29%|██▉       | 4676/16050 [51:30<1:40:20,  1.89it/s]
Training 1/3 epoch (loss 0.1877):  29%|██▉       | 4677/16050 [51:30<1:40:32,  1.89it/s]
Training 1/3 epoch (loss 0.0032):  29%|██▉       | 4677/16050 [51:30<1:40:32,  1.89it/s]
Training 1/3 epoch (loss 0.0032):  29%|██▉       | 4678/16050 [51:30<1:31:02,  2.08it/s]
Training 1/3 epoch (loss 0.0314):  29%|██▉       | 4678/16050 [51:31<1:31:02,  2.08it/s]
Training 1/3 epoch (loss 0.0314):  29%|██▉       | 4679/16050 [51:31<2:04:33,  1.52it/s]
Training 1/3 epoch (loss 0.0167):  29%|██▉       | 4679/16050 [51:32<2:04:33,  1.52it/s]
Training 1/3 epoch (loss 0.0167):  29%|██▉       | 4680/16050 [51:32<1:58:28,  1.60it/s]
Training 1/3 epoch (loss 0.0520):  29%|██▉       | 4680/16050 [51:32<1:58:28,  1.60it/s]
Training 1/3 epoch (loss 0.0520):  29%|██▉       | 4681/16050 [51:32<1:52:19,  1.69it/s]
Training 1/3 epoch (loss 0.0006):  29%|██▉       | 4681/16050 [51:33<1:52:19,  1.69it/s]
Training 1/3 epoch (loss 0.0006):  29%|██▉       | 4682/16050 [51:33<1:52:23,  1.69it/s]
Training 1/3 epoch (loss 0.0918):  29%|██▉       | 4682/16050 [51:33<1:52:23,  1.69it/s]
Training 1/3 epoch (loss 0.0918):  29%|██▉       | 4683/16050 [51:33<1:48:28,  1.75it/s]
Training 1/3 epoch (loss 0.4058):  29%|██▉       | 4683/16050 [51:34<1:48:28,  1.75it/s]
Training 1/3 epoch (loss 0.4058):  29%|██▉       | 4684/16050 [51:34<1:42:54,  1.84it/s]
Training 1/3 epoch (loss 0.0011):  29%|██▉       | 4684/16050 [51:34<1:42:54,  1.84it/s]
Training 1/3 epoch (loss 0.0011):  29%|██▉       | 4685/16050 [51:34<1:43:26,  1.83it/s]
Training 1/3 epoch (loss 0.1933):  29%|██▉       | 4685/16050 [51:35<1:43:26,  1.83it/s]
Training 1/3 epoch (loss 0.1933):  29%|██▉       | 4686/16050 [51:35<1:41:55,  1.86it/s]
Training 1/3 epoch (loss 0.0091):  29%|██▉       | 4686/16050 [51:35<1:41:55,  1.86it/s]
Training 1/3 epoch (loss 0.0091):  29%|██▉       | 4687/16050 [51:35<1:36:06,  1.97it/s]
Training 1/3 epoch (loss 0.0330):  29%|██▉       | 4687/16050 [51:36<1:36:06,  1.97it/s]
Training 1/3 epoch (loss 0.0330):  29%|██▉       | 4688/16050 [51:36<1:42:31,  1.85it/s]
Training 1/3 epoch (loss 0.0618):  29%|██▉       | 4688/16050 [51:36<1:42:31,  1.85it/s]
Training 1/3 epoch (loss 0.0618):  29%|██▉       | 4689/16050 [51:36<1:30:43,  2.09it/s]
Training 1/3 epoch (loss 0.6045):  29%|██▉       | 4689/16050 [51:38<1:30:43,  2.09it/s]
Training 1/3 epoch (loss 0.6045):  29%|██▉       | 4690/16050 [51:38<3:10:31,  1.01s/it]
Training 1/3 epoch (loss 0.0563):  29%|██▉       | 4690/16050 [51:39<3:10:31,  1.01s/it]
Training 1/3 epoch (loss 0.0563):  29%|██▉       | 4691/16050 [51:39<2:37:04,  1.21it/s]
Training 1/3 epoch (loss 0.0755):  29%|██▉       | 4691/16050 [51:39<2:37:04,  1.21it/s]
Training 1/3 epoch (loss 0.0755):  29%|██▉       | 4692/16050 [51:39<2:14:07,  1.41it/s]
Training 1/3 epoch (loss 0.4325):  29%|██▉       | 4692/16050 [51:40<2:14:07,  1.41it/s]
Training 1/3 epoch (loss 0.4325):  29%|██▉       | 4693/16050 [51:40<2:13:02,  1.42it/s]
Training 1/3 epoch (loss 0.0100):  29%|██▉       | 4693/16050 [51:41<2:13:02,  1.42it/s]
Training 1/3 epoch (loss 0.0100):  29%|██▉       | 4694/16050 [51:41<2:04:20,  1.52it/s]
Training 1/3 epoch (loss 0.0731):  29%|██▉       | 4694/16050 [51:41<2:04:20,  1.52it/s]
Training 1/3 epoch (loss 0.0731):  29%|██▉       | 4695/16050 [51:41<2:19:01,  1.36it/s]
Training 1/3 epoch (loss 0.0493):  29%|██▉       | 4695/16050 [51:42<2:19:01,  1.36it/s]
Training 1/3 epoch (loss 0.0493):  29%|██▉       | 4696/16050 [51:42<2:00:39,  1.57it/s]
Training 1/3 epoch (loss 0.1055):  29%|██▉       | 4696/16050 [51:43<2:00:39,  1.57it/s]
Training 1/3 epoch (loss 0.1055):  29%|██▉       | 4697/16050 [51:43<2:03:51,  1.53it/s]
Training 1/3 epoch (loss 0.2313):  29%|██▉       | 4697/16050 [51:45<2:03:51,  1.53it/s]
Training 1/3 epoch (loss 0.2313):  29%|██▉       | 4698/16050 [51:45<3:34:33,  1.13s/it]
Training 1/3 epoch (loss 0.4645):  29%|██▉       | 4698/16050 [51:45<3:34:33,  1.13s/it]
Training 1/3 epoch (loss 0.4645):  29%|██▉       | 4699/16050 [51:45<3:08:10,  1.01it/s]
Training 1/3 epoch (loss 0.0316):  29%|██▉       | 4699/16050 [51:46<3:08:10,  1.01it/s]
Training 1/3 epoch (loss 0.0316):  29%|██▉       | 4700/16050 [51:46<2:47:56,  1.13it/s]
Training 1/3 epoch (loss 0.0010):  29%|██▉       | 4700/16050 [51:47<2:47:56,  1.13it/s]
Training 1/3 epoch (loss 0.0010):  29%|██▉       | 4701/16050 [51:47<2:21:03,  1.34it/s]
Training 1/3 epoch (loss 1.6771):  29%|██▉       | 4701/16050 [51:47<2:21:03,  1.34it/s]
Training 1/3 epoch (loss 1.6771):  29%|██▉       | 4702/16050 [51:47<2:04:50,  1.52it/s]
Training 1/3 epoch (loss 0.0013):  29%|██▉       | 4702/16050 [51:48<2:04:50,  1.52it/s]
Training 1/3 epoch (loss 0.0013):  29%|██▉       | 4703/16050 [51:48<2:04:11,  1.52it/s]
Training 1/3 epoch (loss 0.2107):  29%|██▉       | 4703/16050 [51:50<2:04:11,  1.52it/s]
Training 1/3 epoch (loss 0.2107):  29%|██▉       | 4704/16050 [51:50<3:34:57,  1.14s/it]
Training 1/3 epoch (loss 0.5852):  29%|██▉       | 4704/16050 [51:50<3:34:57,  1.14s/it]
Training 1/3 epoch (loss 0.5852):  29%|██▉       | 4705/16050 [51:50<2:53:20,  1.09it/s]
Training 1/3 epoch (loss 0.3148):  29%|██▉       | 4705/16050 [51:51<2:53:20,  1.09it/s]
Training 1/3 epoch (loss 0.3148):  29%|██▉       | 4706/16050 [51:51<2:38:27,  1.19it/s]
Training 1/3 epoch (loss 0.0130):  29%|██▉       | 4706/16050 [51:52<2:38:27,  1.19it/s]
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Training 1/3 epoch (loss 0.0110):  29%|██▉       | 4707/16050 [51:52<2:26:45,  1.29it/s]
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Training 1/3 epoch (loss 0.0285):  29%|██▉       | 4708/16050 [51:53<2:20:41,  1.34it/s]
Training 1/3 epoch (loss 0.0285):  29%|██▉       | 4709/16050 [51:53<2:01:02,  1.56it/s]
Training 1/3 epoch (loss 0.7636):  29%|██▉       | 4709/16050 [51:53<2:01:02,  1.56it/s]
Training 1/3 epoch (loss 0.7636):  29%|██▉       | 4710/16050 [51:53<1:54:14,  1.65it/s]
Training 1/3 epoch (loss 0.1211):  29%|██▉       | 4710/16050 [51:54<1:54:14,  1.65it/s]
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Training 1/3 epoch (loss 0.6848):  29%|██▉       | 4711/16050 [51:54<1:40:25,  1.88it/s]
Training 1/3 epoch (loss 0.6848):  29%|██▉       | 4712/16050 [51:54<1:29:40,  2.11it/s]
Training 1/3 epoch (loss 0.0075):  29%|██▉       | 4712/16050 [51:55<1:29:40,  2.11it/s]
Training 1/3 epoch (loss 0.0075):  29%|██▉       | 4713/16050 [51:55<1:40:12,  1.89it/s]
Training 1/3 epoch (loss 0.0221):  29%|██▉       | 4713/16050 [51:55<1:40:12,  1.89it/s]
Training 1/3 epoch (loss 0.0221):  29%|██▉       | 4714/16050 [51:55<1:43:15,  1.83it/s]
Training 1/3 epoch (loss 0.0075):  29%|██▉       | 4714/16050 [51:56<1:43:15,  1.83it/s]
Training 1/3 epoch (loss 0.0075):  29%|██▉       | 4715/16050 [51:56<1:41:48,  1.86it/s]
Training 1/3 epoch (loss 0.0625):  29%|██▉       | 4715/16050 [51:56<1:41:48,  1.86it/s]
Training 1/3 epoch (loss 0.0625):  29%|██▉       | 4716/16050 [51:56<1:51:54,  1.69it/s]
Training 1/3 epoch (loss 0.4591):  29%|██▉       | 4716/16050 [51:57<1:51:54,  1.69it/s]
Training 1/3 epoch (loss 0.4591):  29%|██▉       | 4717/16050 [51:57<1:49:13,  1.73it/s]
Training 1/3 epoch (loss 0.0025):  29%|██▉       | 4717/16050 [51:58<1:49:13,  1.73it/s]
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Training 1/3 epoch (loss 0.2234):  29%|██▉       | 4718/16050 [51:58<1:53:47,  1.66it/s]
Training 1/3 epoch (loss 0.2234):  29%|██▉       | 4719/16050 [51:58<2:00:47,  1.56it/s]
Training 1/3 epoch (loss 0.3149):  29%|██▉       | 4719/16050 [51:59<2:00:47,  1.56it/s]
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Training 1/3 epoch (loss 0.5975):  29%|██▉       | 4720/16050 [51:59<1:49:01,  1.73it/s]
Training 1/3 epoch (loss 0.5975):  29%|██▉       | 4721/16050 [51:59<1:39:13,  1.90it/s]
Training 1/3 epoch (loss 0.0217):  29%|██▉       | 4721/16050 [52:00<1:39:13,  1.90it/s]
Training 1/3 epoch (loss 0.0217):  29%|██▉       | 4722/16050 [52:00<1:47:56,  1.75it/s]
Training 1/3 epoch (loss 0.2681):  29%|██▉       | 4722/16050 [52:00<1:47:56,  1.75it/s]
Training 1/3 epoch (loss 0.2681):  29%|██▉       | 4723/16050 [52:00<1:36:21,  1.96it/s]
Training 1/3 epoch (loss 0.0011):  29%|██▉       | 4723/16050 [52:01<1:36:21,  1.96it/s]
Training 1/3 epoch (loss 0.0011):  29%|██▉       | 4724/16050 [52:01<1:30:29,  2.09it/s]
Training 1/3 epoch (loss 0.0010):  29%|██▉       | 4724/16050 [52:01<1:30:29,  2.09it/s]
Training 1/3 epoch (loss 0.0010):  29%|██▉       | 4725/16050 [52:01<1:37:55,  1.93it/s]
Training 1/3 epoch (loss 0.5912):  29%|██▉       | 4725/16050 [52:02<1:37:55,  1.93it/s]
Training 1/3 epoch (loss 0.5912):  29%|██▉       | 4726/16050 [52:02<1:28:25,  2.13it/s]
Training 1/3 epoch (loss 0.1227):  29%|██▉       | 4726/16050 [52:02<1:28:25,  2.13it/s]
Training 1/3 epoch (loss 0.1227):  29%|██▉       | 4727/16050 [52:02<1:32:38,  2.04it/s]
Training 1/3 epoch (loss 0.0006):  29%|██▉       | 4727/16050 [52:03<1:32:38,  2.04it/s]
Training 1/3 epoch (loss 0.0006):  29%|██▉       | 4728/16050 [52:03<1:42:49,  1.84it/s]
Training 1/3 epoch (loss 0.0083):  29%|██▉       | 4728/16050 [52:03<1:42:49,  1.84it/s]
Training 1/3 epoch (loss 0.0083):  29%|██▉       | 4729/16050 [52:03<1:37:26,  1.94it/s]
Training 1/3 epoch (loss 0.4991):  29%|██▉       | 4729/16050 [52:04<1:37:26,  1.94it/s]
Training 1/3 epoch (loss 0.4991):  29%|██▉       | 4730/16050 [52:04<1:34:26,  2.00it/s]
Training 1/3 epoch (loss 0.0016):  29%|██▉       | 4730/16050 [52:04<1:34:26,  2.00it/s]
Training 1/3 epoch (loss 0.0016):  29%|██▉       | 4731/16050 [52:04<1:44:18,  1.81it/s]
Training 1/3 epoch (loss 0.0052):  29%|██▉       | 4731/16050 [52:05<1:44:18,  1.81it/s]
Training 1/3 epoch (loss 0.0052):  29%|██▉       | 4732/16050 [52:05<1:33:58,  2.01it/s]
Training 1/3 epoch (loss 0.5215):  29%|██▉       | 4732/16050 [52:05<1:33:58,  2.01it/s]
Training 1/3 epoch (loss 0.5215):  29%|██▉       | 4733/16050 [52:05<1:36:48,  1.95it/s]
Training 1/3 epoch (loss 0.1097):  29%|██▉       | 4733/16050 [52:06<1:36:48,  1.95it/s]
Training 1/3 epoch (loss 0.1097):  29%|██▉       | 4734/16050 [52:06<1:34:36,  1.99it/s]
Training 1/3 epoch (loss 0.5014):  29%|██▉       | 4734/16050 [52:06<1:34:36,  1.99it/s]
Training 1/3 epoch (loss 0.5014):  30%|██▉       | 4735/16050 [52:06<1:32:08,  2.05it/s]
Training 1/3 epoch (loss 0.0398):  30%|██▉       | 4735/16050 [52:07<1:32:08,  2.05it/s]
Training 1/3 epoch (loss 0.0398):  30%|██▉       | 4736/16050 [52:07<1:48:29,  1.74it/s]
Training 1/3 epoch (loss 0.0014):  30%|██▉       | 4736/16050 [52:07<1:48:29,  1.74it/s]
Training 1/3 epoch (loss 0.0014):  30%|██▉       | 4737/16050 [52:07<1:35:39,  1.97it/s]
Training 1/3 epoch (loss 0.3675):  30%|██▉       | 4737/16050 [52:08<1:35:39,  1.97it/s]
Training 1/3 epoch (loss 0.3675):  30%|██▉       | 4738/16050 [52:08<1:24:28,  2.23it/s]
Training 1/3 epoch (loss 0.0358):  30%|██▉       | 4738/16050 [52:08<1:24:28,  2.23it/s]
Training 1/3 epoch (loss 0.0358):  30%|██▉       | 4739/16050 [52:08<1:35:15,  1.98it/s]
Training 1/3 epoch (loss 0.2328):  30%|██▉       | 4739/16050 [52:11<1:35:15,  1.98it/s]
Training 1/3 epoch (loss 0.2328):  30%|██▉       | 4740/16050 [52:11<3:19:47,  1.06s/it]
Training 1/3 epoch (loss 0.1609):  30%|██▉       | 4740/16050 [52:11<3:19:47,  1.06s/it]
Training 1/3 epoch (loss 0.1609):  30%|██▉       | 4741/16050 [52:11<3:01:13,  1.04it/s]
Training 1/3 epoch (loss 0.0234):  30%|██▉       | 4741/16050 [52:12<3:01:13,  1.04it/s]
Training 1/3 epoch (loss 0.0234):  30%|██▉       | 4742/16050 [52:12<2:30:14,  1.25it/s]
Training 1/3 epoch (loss 0.0118):  30%|██▉       | 4742/16050 [52:12<2:30:14,  1.25it/s]
Training 1/3 epoch (loss 0.0118):  30%|██▉       | 4743/16050 [52:12<2:08:34,  1.47it/s]
Training 1/3 epoch (loss 0.0149):  30%|██▉       | 4743/16050 [52:13<2:08:34,  1.47it/s]
Training 1/3 epoch (loss 0.0149):  30%|██▉       | 4744/16050 [52:13<2:04:42,  1.51it/s]
Training 1/3 epoch (loss 0.0668):  30%|██▉       | 4744/16050 [52:13<2:04:42,  1.51it/s]
Training 1/3 epoch (loss 0.0668):  30%|██▉       | 4745/16050 [52:13<2:02:29,  1.54it/s]
Training 1/3 epoch (loss 0.0264):  30%|██▉       | 4745/16050 [52:14<2:02:29,  1.54it/s]
Training 1/3 epoch (loss 0.0264):  30%|██▉       | 4746/16050 [52:14<1:58:31,  1.59it/s]
Training 1/3 epoch (loss 0.0195):  30%|██▉       | 4746/16050 [52:14<1:58:31,  1.59it/s]
Training 1/3 epoch (loss 0.0195):  30%|██▉       | 4747/16050 [52:14<1:48:44,  1.73it/s]
Training 1/3 epoch (loss 0.6152):  30%|██▉       | 4747/16050 [52:15<1:48:44,  1.73it/s]
Training 1/3 epoch (loss 0.6152):  30%|██▉       | 4748/16050 [52:15<1:38:59,  1.90it/s]
Training 1/3 epoch (loss 0.0234):  30%|██▉       | 4748/16050 [52:15<1:38:59,  1.90it/s]
Training 1/3 epoch (loss 0.0234):  30%|██▉       | 4749/16050 [52:15<1:42:02,  1.85it/s]
Training 1/3 epoch (loss 0.0340):  30%|██▉       | 4749/16050 [52:16<1:42:02,  1.85it/s]
Training 1/3 epoch (loss 0.0340):  30%|██▉       | 4750/16050 [52:16<1:48:00,  1.74it/s]
Training 1/3 epoch (loss 0.0149):  30%|██▉       | 4750/16050 [52:17<1:48:00,  1.74it/s]
Training 1/3 epoch (loss 0.0149):  30%|██▉       | 4751/16050 [52:17<1:50:42,  1.70it/s]
Training 1/3 epoch (loss 0.0120):  30%|██▉       | 4751/16050 [52:18<1:50:42,  1.70it/s]
Training 1/3 epoch (loss 0.0120):  30%|██▉       | 4752/16050 [52:18<2:06:07,  1.49it/s]
Training 1/3 epoch (loss 0.0050):  30%|██▉       | 4752/16050 [52:18<2:06:07,  1.49it/s]
Training 1/3 epoch (loss 0.0050):  30%|██▉       | 4753/16050 [52:18<1:51:45,  1.68it/s]
Training 1/3 epoch (loss 0.0479):  30%|██▉       | 4753/16050 [52:19<1:51:45,  1.68it/s]
Training 1/3 epoch (loss 0.0479):  30%|██▉       | 4754/16050 [52:19<1:51:20,  1.69it/s]
Training 1/3 epoch (loss 0.1054):  30%|██▉       | 4754/16050 [52:19<1:51:20,  1.69it/s]
Training 1/3 epoch (loss 0.1054):  30%|██▉       | 4755/16050 [52:19<1:53:27,  1.66it/s]
Training 1/3 epoch (loss 0.0048):  30%|██▉       | 4755/16050 [52:20<1:53:27,  1.66it/s]
Training 1/3 epoch (loss 0.0048):  30%|██▉       | 4756/16050 [52:20<1:48:20,  1.74it/s]
Training 1/3 epoch (loss 0.6839):  30%|██▉       | 4756/16050 [52:20<1:48:20,  1.74it/s]
Training 1/3 epoch (loss 0.6839):  30%|██▉       | 4757/16050 [52:20<1:50:32,  1.70it/s]
Training 1/3 epoch (loss 0.5150):  30%|██▉       | 4757/16050 [52:21<1:50:32,  1.70it/s]
Training 1/3 epoch (loss 0.5150):  30%|██▉       | 4758/16050 [52:21<1:44:14,  1.81it/s]
Training 1/3 epoch (loss 0.0711):  30%|██▉       | 4758/16050 [52:21<1:44:14,  1.81it/s]
Training 1/3 epoch (loss 0.0711):  30%|██▉       | 4759/16050 [52:21<1:50:43,  1.70it/s]
Training 1/3 epoch (loss 0.0682):  30%|██▉       | 4759/16050 [52:22<1:50:43,  1.70it/s]
Training 1/3 epoch (loss 0.0682):  30%|██▉       | 4760/16050 [52:22<1:58:34,  1.59it/s]
Training 1/3 epoch (loss 0.0142):  30%|██▉       | 4760/16050 [52:23<1:58:34,  1.59it/s]
Training 1/3 epoch (loss 0.0142):  30%|██▉       | 4761/16050 [52:23<1:57:15,  1.60it/s]
Training 1/3 epoch (loss 0.4345):  30%|██▉       | 4761/16050 [52:25<1:57:15,  1.60it/s]
Training 1/3 epoch (loss 0.4345):  30%|██▉       | 4762/16050 [52:25<3:27:55,  1.11s/it]
Training 1/3 epoch (loss 0.0484):  30%|██▉       | 4762/16050 [52:26<3:27:55,  1.11s/it]
Training 1/3 epoch (loss 0.0484):  30%|██▉       | 4763/16050 [52:26<2:52:48,  1.09it/s]
Training 1/3 epoch (loss 0.0052):  30%|██▉       | 4763/16050 [52:26<2:52:48,  1.09it/s]
Training 1/3 epoch (loss 0.0052):  30%|██▉       | 4764/16050 [52:26<2:26:46,  1.28it/s]
Training 1/3 epoch (loss 0.5405):  30%|██▉       | 4764/16050 [52:26<2:26:46,  1.28it/s]
Training 1/3 epoch (loss 0.5405):  30%|██▉       | 4765/16050 [52:26<2:09:03,  1.46it/s]
Training 1/3 epoch (loss 0.8045):  30%|██▉       | 4765/16050 [52:29<2:09:03,  1.46it/s]
Training 1/3 epoch (loss 0.8045):  30%|██▉       | 4766/16050 [52:29<3:36:31,  1.15s/it]
Training 1/3 epoch (loss 0.4294):  30%|██▉       | 4766/16050 [52:29<3:36:31,  1.15s/it]
Training 1/3 epoch (loss 0.4294):  30%|██▉       | 4767/16050 [52:29<3:08:16,  1.00s/it]
Training 1/3 epoch (loss 0.0018):  30%|██▉       | 4767/16050 [52:30<3:08:16,  1.00s/it]
Training 1/3 epoch (loss 0.0018):  30%|██▉       | 4768/16050 [52:30<2:29:42,  1.26it/s]
Training 1/3 epoch (loss 0.5299):  30%|██▉       | 4768/16050 [52:30<2:29:42,  1.26it/s]
Training 1/3 epoch (loss 0.5299):  30%|██▉       | 4769/16050 [52:30<2:18:45,  1.36it/s]
Training 1/3 epoch (loss 0.2339):  30%|██▉       | 4769/16050 [52:33<2:18:45,  1.36it/s]
Training 1/3 epoch (loss 0.2339):  30%|██▉       | 4770/16050 [52:33<3:49:25,  1.22s/it]
Training 1/3 epoch (loss 0.0122):  30%|██▉       | 4770/16050 [52:33<3:49:25,  1.22s/it]
Training 1/3 epoch (loss 0.0122):  30%|██▉       | 4771/16050 [52:33<3:16:03,  1.04s/it]
Training 1/3 epoch (loss 0.4199):  30%|██▉       | 4771/16050 [52:34<3:16:03,  1.04s/it]
Training 1/3 epoch (loss 0.4199):  30%|██▉       | 4772/16050 [52:34<2:44:19,  1.14it/s]
Training 1/3 epoch (loss 0.0081):  30%|██▉       | 4772/16050 [52:34<2:44:19,  1.14it/s]
Training 1/3 epoch (loss 0.0081):  30%|██▉       | 4773/16050 [52:34<2:31:35,  1.24it/s]
Training 1/3 epoch (loss 0.4248):  30%|██▉       | 4773/16050 [52:35<2:31:35,  1.24it/s]
Training 1/3 epoch (loss 0.4248):  30%|██▉       | 4774/16050 [52:35<2:09:25,  1.45it/s]
Training 1/3 epoch (loss 0.0170):  30%|██▉       | 4774/16050 [52:35<2:09:25,  1.45it/s]
Training 1/3 epoch (loss 0.0170):  30%|██▉       | 4775/16050 [52:35<1:56:10,  1.62it/s]
Training 1/3 epoch (loss 0.0031):  30%|██▉       | 4775/16050 [52:36<1:56:10,  1.62it/s]
Training 1/3 epoch (loss 0.0031):  30%|██▉       | 4776/16050 [52:36<1:42:00,  1.84it/s]
Training 1/3 epoch (loss 0.2718):  30%|██▉       | 4776/16050 [52:38<1:42:00,  1.84it/s]
Training 1/3 epoch (loss 0.2718):  30%|██▉       | 4777/16050 [52:38<3:15:44,  1.04s/it]
Training 1/3 epoch (loss 0.2183):  30%|██▉       | 4777/16050 [52:39<3:15:44,  1.04s/it]
Training 1/3 epoch (loss 0.2183):  30%|██▉       | 4778/16050 [52:39<3:20:59,  1.07s/it]
Training 1/3 epoch (loss 0.0465):  30%|██▉       | 4778/16050 [52:40<3:20:59,  1.07s/it]
Training 1/3 epoch (loss 0.0465):  30%|██▉       | 4779/16050 [52:40<3:06:51,  1.01it/s]
Training 1/3 epoch (loss 0.2507):  30%|██▉       | 4779/16050 [52:40<3:06:51,  1.01it/s]
Training 1/3 epoch (loss 0.2507):  30%|██▉       | 4780/16050 [52:40<2:34:18,  1.22it/s]
Training 1/3 epoch (loss 0.1714):  30%|██▉       | 4780/16050 [52:41<2:34:18,  1.22it/s]
Training 1/3 epoch (loss 0.1714):  30%|██▉       | 4781/16050 [52:41<2:17:46,  1.36it/s]
Training 1/3 epoch (loss 0.1359):  30%|██▉       | 4781/16050 [52:41<2:17:46,  1.36it/s]
Training 1/3 epoch (loss 0.1359):  30%|██▉       | 4782/16050 [52:41<2:06:52,  1.48it/s]
Training 1/3 epoch (loss 0.0567):  30%|██▉       | 4782/16050 [52:42<2:06:52,  1.48it/s]
Training 1/3 epoch (loss 0.0567):  30%|██▉       | 4783/16050 [52:42<2:17:15,  1.37it/s]
Training 1/3 epoch (loss 0.0239):  30%|██▉       | 4783/16050 [52:42<2:17:15,  1.37it/s]
Training 1/3 epoch (loss 0.0239):  30%|██▉       | 4784/16050 [52:42<1:57:04,  1.60it/s]
Training 1/3 epoch (loss 0.3812):  30%|██▉       | 4784/16050 [52:45<1:57:04,  1.60it/s]
Training 1/3 epoch (loss 0.3812):  30%|██▉       | 4785/16050 [52:45<3:34:21,  1.14s/it]
Training 1/3 epoch (loss 0.0278):  30%|██▉       | 4785/16050 [52:45<3:34:21,  1.14s/it]
Training 1/3 epoch (loss 0.0278):  30%|██▉       | 4786/16050 [52:45<3:05:06,  1.01it/s]
Training 1/3 epoch (loss 0.2559):  30%|██▉       | 4786/16050 [52:46<3:05:06,  1.01it/s]
Training 1/3 epoch (loss 0.2559):  30%|██▉       | 4787/16050 [52:46<2:55:54,  1.07it/s]
Training 1/3 epoch (loss 0.0009):  30%|██▉       | 4787/16050 [52:47<2:55:54,  1.07it/s]
Training 1/3 epoch (loss 0.0009):  30%|██▉       | 4788/16050 [52:47<2:29:53,  1.25it/s]
Training 1/3 epoch (loss 0.0012):  30%|██▉       | 4788/16050 [52:47<2:29:53,  1.25it/s]
Training 1/3 epoch (loss 0.0012):  30%|██▉       | 4789/16050 [52:47<2:19:54,  1.34it/s]
Training 1/3 epoch (loss 0.1050):  30%|██▉       | 4789/16050 [52:48<2:19:54,  1.34it/s]
Training 1/3 epoch (loss 0.1050):  30%|██▉       | 4790/16050 [52:48<2:17:09,  1.37it/s]
Training 1/3 epoch (loss 0.0194):  30%|██▉       | 4790/16050 [52:49<2:17:09,  1.37it/s]
Training 1/3 epoch (loss 0.0194):  30%|██▉       | 4791/16050 [52:49<2:05:30,  1.50it/s]
Training 1/3 epoch (loss 0.0401):  30%|██▉       | 4791/16050 [52:49<2:05:30,  1.50it/s]
Training 1/3 epoch (loss 0.0401):  30%|██▉       | 4792/16050 [52:49<2:02:05,  1.54it/s]
Training 1/3 epoch (loss 0.0257):  30%|██▉       | 4792/16050 [52:50<2:02:05,  1.54it/s]
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Training 1/3 epoch (loss 0.0183):  30%|██▉       | 4793/16050 [52:50<1:56:08,  1.62it/s]
Training 1/3 epoch (loss 0.0183):  30%|██▉       | 4794/16050 [52:50<1:39:42,  1.88it/s]
Training 1/3 epoch (loss 0.1563):  30%|██▉       | 4794/16050 [52:52<1:39:42,  1.88it/s]
Training 1/3 epoch (loss 0.1563):  30%|██▉       | 4795/16050 [52:52<3:15:51,  1.04s/it]
Training 1/3 epoch (loss 0.0082):  30%|██▉       | 4795/16050 [52:53<3:15:51,  1.04s/it]
Training 1/3 epoch (loss 0.0082):  30%|██▉       | 4796/16050 [52:53<2:53:39,  1.08it/s]
Training 1/3 epoch (loss 0.0018):  30%|██▉       | 4796/16050 [52:54<2:53:39,  1.08it/s]
Training 1/3 epoch (loss 0.0018):  30%|██▉       | 4797/16050 [52:54<2:37:35,  1.19it/s]
Training 1/3 epoch (loss 0.5311):  30%|██▉       | 4797/16050 [52:54<2:37:35,  1.19it/s]
Training 1/3 epoch (loss 0.5311):  30%|██▉       | 4798/16050 [52:54<2:20:06,  1.34it/s]
Training 1/3 epoch (loss 0.4185):  30%|██▉       | 4798/16050 [52:55<2:20:06,  1.34it/s]
Training 1/3 epoch (loss 0.4185):  30%|██▉       | 4799/16050 [52:55<2:20:42,  1.33it/s]
Training 1/3 epoch (loss 0.0500):  30%|██▉       | 4799/16050 [52:55<2:20:42,  1.33it/s]
Training 1/3 epoch (loss 0.0500):  30%|██▉       | 4800/16050 [52:55<2:10:22,  1.44it/s]
Training 1/3 epoch (loss 0.0324):  30%|██▉       | 4800/16050 [52:56<2:10:22,  1.44it/s]
Training 1/3 epoch (loss 0.0324):  30%|██▉       | 4801/16050 [52:56<1:56:33,  1.61it/s]
Training 1/3 epoch (loss 0.4144):  30%|██▉       | 4801/16050 [52:56<1:56:33,  1.61it/s]
Training 1/3 epoch (loss 0.4144):  30%|██▉       | 4802/16050 [52:56<1:46:50,  1.75it/s]
Training 1/3 epoch (loss 0.0227):  30%|██▉       | 4802/16050 [52:57<1:46:50,  1.75it/s]
Training 1/3 epoch (loss 0.0227):  30%|██▉       | 4803/16050 [52:57<1:41:24,  1.85it/s]
Training 1/3 epoch (loss 0.2892):  30%|██▉       | 4803/16050 [52:57<1:41:24,  1.85it/s]
Training 1/3 epoch (loss 0.2892):  30%|██▉       | 4804/16050 [52:57<1:45:58,  1.77it/s]
Training 1/3 epoch (loss 0.0966):  30%|██▉       | 4804/16050 [52:58<1:45:58,  1.77it/s]
Training 1/3 epoch (loss 0.0966):  30%|██▉       | 4805/16050 [52:58<1:43:26,  1.81it/s]
Training 1/3 epoch (loss 0.2938):  30%|██▉       | 4805/16050 [52:59<1:43:26,  1.81it/s]
Training 1/3 epoch (loss 0.2938):  30%|██▉       | 4806/16050 [52:59<1:48:59,  1.72it/s]
Training 1/3 epoch (loss 0.0065):  30%|██▉       | 4806/16050 [52:59<1:48:59,  1.72it/s]
Training 1/3 epoch (loss 0.0065):  30%|██▉       | 4807/16050 [52:59<1:53:11,  1.66it/s]
Training 1/3 epoch (loss 0.0117):  30%|██▉       | 4807/16050 [53:00<1:53:11,  1.66it/s]
Training 1/3 epoch (loss 0.0117):  30%|██▉       | 4808/16050 [53:00<1:46:25,  1.76it/s]
Training 1/3 epoch (loss 0.0758):  30%|██▉       | 4808/16050 [53:00<1:46:25,  1.76it/s]
Training 1/3 epoch (loss 0.0758):  30%|██▉       | 4809/16050 [53:00<1:52:02,  1.67it/s]
Training 1/3 epoch (loss 0.6676):  30%|██▉       | 4809/16050 [53:01<1:52:02,  1.67it/s]
Training 1/3 epoch (loss 0.6676):  30%|██▉       | 4810/16050 [53:01<1:53:36,  1.65it/s]
Training 1/3 epoch (loss 0.0317):  30%|██▉       | 4810/16050 [53:02<1:53:36,  1.65it/s]
Training 1/3 epoch (loss 0.0317):  30%|██▉       | 4811/16050 [53:02<1:54:40,  1.63it/s]
Training 1/3 epoch (loss 0.0265):  30%|██▉       | 4811/16050 [53:02<1:54:40,  1.63it/s]
Training 1/3 epoch (loss 0.0265):  30%|██▉       | 4812/16050 [53:02<1:45:46,  1.77it/s]
Training 1/3 epoch (loss 0.0584):  30%|██▉       | 4812/16050 [53:03<1:45:46,  1.77it/s]
Training 1/3 epoch (loss 0.0584):  30%|██▉       | 4813/16050 [53:03<1:39:36,  1.88it/s]
Training 1/3 epoch (loss 0.0096):  30%|██▉       | 4813/16050 [53:03<1:39:36,  1.88it/s]
Training 1/3 epoch (loss 0.0096):  30%|██▉       | 4814/16050 [53:03<1:32:24,  2.03it/s]
Training 1/3 epoch (loss 0.0362):  30%|██▉       | 4814/16050 [53:04<1:32:24,  2.03it/s]
Training 1/3 epoch (loss 0.0362):  30%|███       | 4815/16050 [53:04<1:39:28,  1.88it/s]
Training 1/3 epoch (loss 0.0575):  30%|███       | 4815/16050 [53:04<1:39:28,  1.88it/s]
Training 1/3 epoch (loss 0.0575):  30%|███       | 4816/16050 [53:04<1:57:40,  1.59it/s]
Training 1/3 epoch (loss 0.0049):  30%|███       | 4816/16050 [53:05<1:57:40,  1.59it/s]
Training 1/3 epoch (loss 0.0049):  30%|███       | 4817/16050 [53:05<1:46:39,  1.76it/s]
Training 1/3 epoch (loss 0.5789):  30%|███       | 4817/16050 [53:05<1:46:39,  1.76it/s]
Training 1/3 epoch (loss 0.5789):  30%|███       | 4818/16050 [53:05<1:44:09,  1.80it/s]
Training 1/3 epoch (loss 0.0764):  30%|███       | 4818/16050 [53:06<1:44:09,  1.80it/s]
Training 1/3 epoch (loss 0.0764):  30%|███       | 4819/16050 [53:06<1:47:04,  1.75it/s]
Training 1/3 epoch (loss 0.0706):  30%|███       | 4819/16050 [53:07<1:47:04,  1.75it/s]
Training 1/3 epoch (loss 0.0706):  30%|███       | 4820/16050 [53:07<1:42:14,  1.83it/s]
Training 1/3 epoch (loss 0.0433):  30%|███       | 4820/16050 [53:07<1:42:14,  1.83it/s]
Training 1/3 epoch (loss 0.0433):  30%|███       | 4821/16050 [53:07<1:53:57,  1.64it/s]
Training 1/3 epoch (loss 0.4165):  30%|███       | 4821/16050 [53:08<1:53:57,  1.64it/s]
Training 1/3 epoch (loss 0.4165):  30%|███       | 4822/16050 [53:08<1:46:12,  1.76it/s]
Training 1/3 epoch (loss 0.0027):  30%|███       | 4822/16050 [53:08<1:46:12,  1.76it/s]
Training 1/3 epoch (loss 0.0027):  30%|███       | 4823/16050 [53:08<1:44:59,  1.78it/s]
Training 1/3 epoch (loss 0.0285):  30%|███       | 4823/16050 [53:09<1:44:59,  1.78it/s]
Training 1/3 epoch (loss 0.0285):  30%|███       | 4824/16050 [53:09<1:36:34,  1.94it/s]
Training 1/3 epoch (loss 0.6439):  30%|███       | 4824/16050 [53:09<1:36:34,  1.94it/s]
Training 1/3 epoch (loss 0.6439):  30%|███       | 4825/16050 [53:09<1:30:59,  2.06it/s]
Training 1/3 epoch (loss 0.0028):  30%|███       | 4825/16050 [53:10<1:30:59,  2.06it/s]
Training 1/3 epoch (loss 0.0028):  30%|███       | 4826/16050 [53:10<1:34:36,  1.98it/s]
Training 1/3 epoch (loss 0.0626):  30%|███       | 4826/16050 [53:10<1:34:36,  1.98it/s]
Training 1/3 epoch (loss 0.0626):  30%|███       | 4827/16050 [53:10<1:33:28,  2.00it/s]
Training 1/3 epoch (loss 0.0218):  30%|███       | 4827/16050 [53:11<1:33:28,  2.00it/s]
Training 1/3 epoch (loss 0.0218):  30%|███       | 4828/16050 [53:11<1:51:11,  1.68it/s]
Training 1/3 epoch (loss 0.0075):  30%|███       | 4828/16050 [53:12<1:51:11,  1.68it/s]
Training 1/3 epoch (loss 0.0075):  30%|███       | 4829/16050 [53:12<1:52:04,  1.67it/s]
Training 1/3 epoch (loss 0.0019):  30%|███       | 4829/16050 [53:12<1:52:04,  1.67it/s]
Training 1/3 epoch (loss 0.0019):  30%|███       | 4830/16050 [53:12<1:40:58,  1.85it/s]
Training 1/3 epoch (loss 0.6789):  30%|███       | 4830/16050 [53:13<1:40:58,  1.85it/s]
Training 1/3 epoch (loss 0.6789):  30%|███       | 4831/16050 [53:13<1:45:52,  1.77it/s]
Training 1/3 epoch (loss 0.0647):  30%|███       | 4831/16050 [53:13<1:45:52,  1.77it/s]
Training 1/3 epoch (loss 0.0647):  30%|███       | 4832/16050 [53:13<1:50:50,  1.69it/s]
Training 1/3 epoch (loss 0.0672):  30%|███       | 4832/16050 [53:14<1:50:50,  1.69it/s]
Training 1/3 epoch (loss 0.0672):  30%|███       | 4833/16050 [53:14<1:55:21,  1.62it/s]
Training 1/3 epoch (loss 0.0327):  30%|███       | 4833/16050 [53:15<1:55:21,  1.62it/s]
Training 1/3 epoch (loss 0.0327):  30%|███       | 4834/16050 [53:15<1:54:32,  1.63it/s]
Training 1/3 epoch (loss 0.0149):  30%|███       | 4834/16050 [53:15<1:54:32,  1.63it/s]
Training 1/3 epoch (loss 0.0149):  30%|███       | 4835/16050 [53:15<1:50:57,  1.68it/s]
Training 1/3 epoch (loss 0.0153):  30%|███       | 4835/16050 [53:15<1:50:57,  1.68it/s]
Training 1/3 epoch (loss 0.0153):  30%|███       | 4836/16050 [53:15<1:36:43,  1.93it/s]
Training 1/3 epoch (loss 0.1199):  30%|███       | 4836/16050 [53:16<1:36:43,  1.93it/s]
Training 1/3 epoch (loss 0.1199):  30%|███       | 4837/16050 [53:16<1:29:23,  2.09it/s]
Training 1/3 epoch (loss 0.0021):  30%|███       | 4837/16050 [53:16<1:29:23,  2.09it/s]
Training 1/3 epoch (loss 0.0021):  30%|███       | 4838/16050 [53:16<1:36:00,  1.95it/s]
Training 1/3 epoch (loss 0.0310):  30%|███       | 4838/16050 [53:17<1:36:00,  1.95it/s]
Training 1/3 epoch (loss 0.0310):  30%|███       | 4839/16050 [53:17<1:30:37,  2.06it/s]
Training 1/3 epoch (loss 0.2374):  30%|███       | 4839/16050 [53:17<1:30:37,  2.06it/s]
Training 1/3 epoch (loss 0.2374):  30%|███       | 4840/16050 [53:17<1:37:18,  1.92it/s]
Training 1/3 epoch (loss 0.0189):  30%|███       | 4840/16050 [53:18<1:37:18,  1.92it/s]
Training 1/3 epoch (loss 0.0189):  30%|███       | 4841/16050 [53:18<1:33:22,  2.00it/s]
Training 1/3 epoch (loss 0.0240):  30%|███       | 4841/16050 [53:18<1:33:22,  2.00it/s]
Training 1/3 epoch (loss 0.0240):  30%|███       | 4842/16050 [53:18<1:30:50,  2.06it/s]
Training 1/3 epoch (loss 0.1397):  30%|███       | 4842/16050 [53:19<1:30:50,  2.06it/s]
Training 1/3 epoch (loss 0.1397):  30%|███       | 4843/16050 [53:19<1:38:26,  1.90it/s]
Training 1/3 epoch (loss 0.0307):  30%|███       | 4843/16050 [53:19<1:38:26,  1.90it/s]
Training 1/3 epoch (loss 0.0307):  30%|███       | 4844/16050 [53:19<1:34:23,  1.98it/s]
Training 1/3 epoch (loss 0.1331):  30%|███       | 4844/16050 [53:20<1:34:23,  1.98it/s]
Training 1/3 epoch (loss 0.1331):  30%|███       | 4845/16050 [53:20<1:25:56,  2.17it/s]
Training 1/3 epoch (loss 0.3527):  30%|███       | 4845/16050 [53:20<1:25:56,  2.17it/s]
Training 1/3 epoch (loss 0.3527):  30%|███       | 4846/16050 [53:20<1:22:17,  2.27it/s]
Training 1/3 epoch (loss 0.0216):  30%|███       | 4846/16050 [53:21<1:22:17,  2.27it/s]
Training 1/3 epoch (loss 0.0216):  30%|███       | 4847/16050 [53:21<1:34:14,  1.98it/s]
Training 1/3 epoch (loss 0.0223):  30%|███       | 4847/16050 [53:21<1:34:14,  1.98it/s]
Training 1/3 epoch (loss 0.0223):  30%|███       | 4848/16050 [53:21<1:35:16,  1.96it/s]
Training 1/3 epoch (loss 0.0036):  30%|███       | 4848/16050 [53:22<1:35:16,  1.96it/s]
Training 1/3 epoch (loss 0.0036):  30%|███       | 4849/16050 [53:22<1:32:09,  2.03it/s]
Training 1/3 epoch (loss 0.0016):  30%|███       | 4849/16050 [53:22<1:32:09,  2.03it/s]
Training 1/3 epoch (loss 0.0016):  30%|███       | 4850/16050 [53:22<1:26:54,  2.15it/s]
Training 1/3 epoch (loss 0.5764):  30%|███       | 4850/16050 [53:23<1:26:54,  2.15it/s]
Training 1/3 epoch (loss 0.5764):  30%|███       | 4851/16050 [53:23<1:27:36,  2.13it/s]
Training 1/3 epoch (loss 0.0470):  30%|███       | 4851/16050 [53:23<1:27:36,  2.13it/s]
Training 1/3 epoch (loss 0.0470):  30%|███       | 4852/16050 [53:23<1:31:23,  2.04it/s]
Training 1/3 epoch (loss 0.0093):  30%|███       | 4852/16050 [53:24<1:31:23,  2.04it/s]
Training 1/3 epoch (loss 0.0093):  30%|███       | 4853/16050 [53:24<1:22:57,  2.25it/s]
Training 1/3 epoch (loss 0.0725):  30%|███       | 4853/16050 [53:24<1:22:57,  2.25it/s]
Training 1/3 epoch (loss 0.0725):  30%|███       | 4854/16050 [53:24<1:32:40,  2.01it/s]
Training 1/3 epoch (loss 0.0255):  30%|███       | 4854/16050 [53:25<1:32:40,  2.01it/s]
Training 1/3 epoch (loss 0.0255):  30%|███       | 4855/16050 [53:25<1:25:22,  2.19it/s]
Training 1/3 epoch (loss 0.0019):  30%|███       | 4855/16050 [53:25<1:25:22,  2.19it/s]
Training 1/3 epoch (loss 0.0019):  30%|███       | 4856/16050 [53:25<1:27:59,  2.12it/s]
Training 1/3 epoch (loss 0.0067):  30%|███       | 4856/16050 [53:25<1:27:59,  2.12it/s]
Training 1/3 epoch (loss 0.0067):  30%|███       | 4857/16050 [53:25<1:24:02,  2.22it/s]
Training 1/3 epoch (loss 0.4103):  30%|███       | 4857/16050 [53:26<1:24:02,  2.22it/s]
Training 1/3 epoch (loss 0.4103):  30%|███       | 4858/16050 [53:26<1:24:33,  2.21it/s]
Training 1/3 epoch (loss 0.3998):  30%|███       | 4858/16050 [53:26<1:24:33,  2.21it/s]
Training 1/3 epoch (loss 0.3998):  30%|███       | 4859/16050 [53:26<1:24:47,  2.20it/s]
Training 1/3 epoch (loss 0.0699):  30%|███       | 4859/16050 [53:27<1:24:47,  2.20it/s]
Training 1/3 epoch (loss 0.0699):  30%|███       | 4860/16050 [53:27<1:32:47,  2.01it/s]
Training 1/3 epoch (loss 0.3479):  30%|███       | 4860/16050 [53:27<1:32:47,  2.01it/s]
Training 1/3 epoch (loss 0.3479):  30%|███       | 4861/16050 [53:27<1:34:52,  1.97it/s]
Training 1/3 epoch (loss 0.0099):  30%|███       | 4861/16050 [53:28<1:34:52,  1.97it/s]
Training 1/3 epoch (loss 0.0099):  30%|███       | 4862/16050 [53:28<1:28:34,  2.11it/s]
Training 1/3 epoch (loss 0.0063):  30%|███       | 4862/16050 [53:28<1:28:34,  2.11it/s]
Training 1/3 epoch (loss 0.0063):  30%|███       | 4863/16050 [53:28<1:24:54,  2.20it/s]
Training 1/3 epoch (loss 0.3266):  30%|███       | 4863/16050 [53:29<1:24:54,  2.20it/s]
Training 1/3 epoch (loss 0.3266):  30%|███       | 4864/16050 [53:29<1:32:51,  2.01it/s]
Training 1/3 epoch (loss 0.0734):  30%|███       | 4864/16050 [53:30<1:32:51,  2.01it/s]
Training 1/3 epoch (loss 0.0734):  30%|███       | 4865/16050 [53:30<1:49:24,  1.70it/s]
Training 1/3 epoch (loss 0.0005):  30%|███       | 4865/16050 [53:30<1:49:24,  1.70it/s]
Training 1/3 epoch (loss 0.0005):  30%|███       | 4866/16050 [53:30<1:47:12,  1.74it/s]
Training 1/3 epoch (loss 0.0387):  30%|███       | 4866/16050 [53:31<1:47:12,  1.74it/s]
Training 1/3 epoch (loss 0.0387):  30%|███       | 4867/16050 [53:31<1:46:04,  1.76it/s]
Training 1/3 epoch (loss 0.6979):  30%|███       | 4867/16050 [53:31<1:46:04,  1.76it/s]
Training 1/3 epoch (loss 0.6979):  30%|███       | 4868/16050 [53:31<1:31:23,  2.04it/s]
Training 1/3 epoch (loss 0.0488):  30%|███       | 4868/16050 [53:32<1:31:23,  2.04it/s]
Training 1/3 epoch (loss 0.0488):  30%|███       | 4869/16050 [53:32<1:39:18,  1.88it/s]
Training 1/3 epoch (loss 0.2592):  30%|███       | 4869/16050 [53:32<1:39:18,  1.88it/s]
Training 1/3 epoch (loss 0.2592):  30%|███       | 4870/16050 [53:32<1:29:18,  2.09it/s]
Training 1/3 epoch (loss 0.0531):  30%|███       | 4870/16050 [53:33<1:29:18,  2.09it/s]
Training 1/3 epoch (loss 0.0531):  30%|███       | 4871/16050 [53:33<1:47:23,  1.73it/s]
Training 1/3 epoch (loss 0.0097):  30%|███       | 4871/16050 [53:34<1:47:23,  1.73it/s]
Training 1/3 epoch (loss 0.0097):  30%|███       | 4872/16050 [53:34<1:51:50,  1.67it/s]
Training 1/3 epoch (loss 0.0016):  30%|███       | 4872/16050 [53:34<1:51:50,  1.67it/s]
Training 1/3 epoch (loss 0.0016):  30%|███       | 4873/16050 [53:34<1:45:53,  1.76it/s]
Training 1/3 epoch (loss 0.0032):  30%|███       | 4873/16050 [53:35<1:45:53,  1.76it/s]
Training 1/3 epoch (loss 0.0032):  30%|███       | 4874/16050 [53:35<1:39:45,  1.87it/s]
Training 1/3 epoch (loss 0.0759):  30%|███       | 4874/16050 [53:35<1:39:45,  1.87it/s]
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Training 1/3 epoch (loss 0.0019):  30%|███       | 4875/16050 [53:35<1:40:07,  1.86it/s]
Training 1/3 epoch (loss 0.0019):  30%|███       | 4876/16050 [53:35<1:33:23,  1.99it/s]
Training 1/3 epoch (loss 0.0192):  30%|███       | 4876/16050 [53:36<1:33:23,  1.99it/s]
Training 1/3 epoch (loss 0.0192):  30%|███       | 4877/16050 [53:36<1:40:09,  1.86it/s]
Training 1/3 epoch (loss 0.5469):  30%|███       | 4877/16050 [53:36<1:40:09,  1.86it/s]
Training 1/3 epoch (loss 0.5469):  30%|███       | 4878/16050 [53:36<1:32:00,  2.02it/s]
Training 1/3 epoch (loss 0.0552):  30%|███       | 4878/16050 [53:37<1:32:00,  2.02it/s]
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Training 1/3 epoch (loss 0.1159):  30%|███       | 4879/16050 [53:38<1:56:14,  1.60it/s]
Training 1/3 epoch (loss 0.1159):  30%|███       | 4880/16050 [53:38<1:53:06,  1.65it/s]
Training 1/3 epoch (loss 0.0491):  30%|███       | 4880/16050 [53:38<1:53:06,  1.65it/s]
Training 1/3 epoch (loss 0.0491):  30%|███       | 4881/16050 [53:38<1:44:55,  1.77it/s]
Training 1/3 epoch (loss 0.0299):  30%|███       | 4881/16050 [53:39<1:44:55,  1.77it/s]
Training 1/3 epoch (loss 0.0299):  30%|███       | 4882/16050 [53:39<1:48:44,  1.71it/s]
Training 1/3 epoch (loss 0.2095):  30%|███       | 4882/16050 [53:41<1:48:44,  1.71it/s]
Training 1/3 epoch (loss 0.2095):  30%|███       | 4883/16050 [53:41<3:21:21,  1.08s/it]
Training 1/3 epoch (loss 0.0073):  30%|███       | 4883/16050 [53:42<3:21:21,  1.08s/it]
Training 1/3 epoch (loss 0.0073):  30%|███       | 4884/16050 [53:42<3:08:47,  1.01s/it]
Training 1/3 epoch (loss 0.0304):  30%|███       | 4884/16050 [53:43<3:08:47,  1.01s/it]
Training 1/3 epoch (loss 0.0304):  30%|███       | 4885/16050 [53:43<2:46:26,  1.12it/s]
Training 1/3 epoch (loss 0.0398):  30%|███       | 4885/16050 [53:43<2:46:26,  1.12it/s]
Training 1/3 epoch (loss 0.0398):  30%|███       | 4886/16050 [53:43<2:33:26,  1.21it/s]
Training 1/3 epoch (loss 0.3708):  30%|███       | 4886/16050 [53:44<2:33:26,  1.21it/s]
Training 1/3 epoch (loss 0.3708):  30%|███       | 4887/16050 [53:44<2:32:01,  1.22it/s]
Training 1/3 epoch (loss 0.0300):  30%|███       | 4887/16050 [53:45<2:32:01,  1.22it/s]
Training 1/3 epoch (loss 0.0300):  30%|███       | 4888/16050 [53:45<2:10:29,  1.43it/s]
Training 1/3 epoch (loss 0.1176):  30%|███       | 4888/16050 [53:45<2:10:29,  1.43it/s]
Training 1/3 epoch (loss 0.1176):  30%|███       | 4889/16050 [53:45<1:59:49,  1.55it/s]
Training 1/3 epoch (loss 0.0112):  30%|███       | 4889/16050 [53:46<1:59:49,  1.55it/s]
Training 1/3 epoch (loss 0.0112):  30%|███       | 4890/16050 [53:46<1:52:52,  1.65it/s]
Training 1/3 epoch (loss 0.0041):  30%|███       | 4890/16050 [53:46<1:52:52,  1.65it/s]
Training 1/3 epoch (loss 0.0041):  30%|███       | 4891/16050 [53:46<1:49:41,  1.70it/s]
Training 1/3 epoch (loss 0.4021):  30%|███       | 4891/16050 [53:47<1:49:41,  1.70it/s]
Training 1/3 epoch (loss 0.4021):  30%|███       | 4892/16050 [53:47<1:43:32,  1.80it/s]
Training 1/3 epoch (loss 0.0713):  30%|███       | 4892/16050 [53:47<1:43:32,  1.80it/s]
Training 1/3 epoch (loss 0.0713):  30%|███       | 4893/16050 [53:47<1:45:31,  1.76it/s]
Training 1/3 epoch (loss 0.6044):  30%|███       | 4893/16050 [53:48<1:45:31,  1.76it/s]
Training 1/3 epoch (loss 0.6044):  30%|███       | 4894/16050 [53:48<1:44:13,  1.78it/s]
Training 1/3 epoch (loss 0.0087):  30%|███       | 4894/16050 [53:49<1:44:13,  1.78it/s]
Training 1/3 epoch (loss 0.0087):  30%|███       | 4895/16050 [53:49<1:56:38,  1.59it/s]
Training 1/3 epoch (loss 0.3439):  30%|███       | 4895/16050 [53:49<1:56:38,  1.59it/s]
Training 1/3 epoch (loss 0.3439):  31%|███       | 4896/16050 [53:49<1:41:20,  1.83it/s]
Training 1/3 epoch (loss 0.0061):  31%|███       | 4896/16050 [53:49<1:41:20,  1.83it/s]
Training 1/3 epoch (loss 0.0061):  31%|███       | 4897/16050 [53:49<1:35:18,  1.95it/s]
Training 1/3 epoch (loss 0.0157):  31%|███       | 4897/16050 [53:50<1:35:18,  1.95it/s]
Training 1/3 epoch (loss 0.0157):  31%|███       | 4898/16050 [53:50<1:36:12,  1.93it/s]
Training 1/3 epoch (loss 0.0153):  31%|███       | 4898/16050 [53:51<1:36:12,  1.93it/s]
Training 1/3 epoch (loss 0.0153):  31%|███       | 4899/16050 [53:51<1:40:48,  1.84it/s]
Training 1/3 epoch (loss 0.7549):  31%|███       | 4899/16050 [53:51<1:40:48,  1.84it/s]
Training 1/3 epoch (loss 0.7549):  31%|███       | 4900/16050 [53:51<1:33:45,  1.98it/s]
Training 1/3 epoch (loss 0.0222):  31%|███       | 4900/16050 [53:52<1:33:45,  1.98it/s]
Training 1/3 epoch (loss 0.0222):  31%|███       | 4901/16050 [53:52<1:34:34,  1.96it/s]
Training 1/3 epoch (loss 0.2348):  31%|███       | 4901/16050 [53:52<1:34:34,  1.96it/s]
Training 1/3 epoch (loss 0.2348):  31%|███       | 4902/16050 [53:52<1:28:58,  2.09it/s]
Training 1/3 epoch (loss 0.0072):  31%|███       | 4902/16050 [53:52<1:28:58,  2.09it/s]
Training 1/3 epoch (loss 0.0072):  31%|███       | 4903/16050 [53:52<1:31:30,  2.03it/s]
Training 1/3 epoch (loss 0.1022):  31%|███       | 4903/16050 [53:53<1:31:30,  2.03it/s]
Training 1/3 epoch (loss 0.1022):  31%|███       | 4904/16050 [53:53<1:36:22,  1.93it/s]
Training 1/3 epoch (loss 0.1802):  31%|███       | 4904/16050 [53:53<1:36:22,  1.93it/s]
Training 1/3 epoch (loss 0.1802):  31%|███       | 4905/16050 [53:53<1:30:05,  2.06it/s]
Training 1/3 epoch (loss 0.5446):  31%|███       | 4905/16050 [53:54<1:30:05,  2.06it/s]
Training 1/3 epoch (loss 0.5446):  31%|███       | 4906/16050 [53:54<1:32:10,  2.01it/s]
Training 1/3 epoch (loss 0.2261):  31%|███       | 4906/16050 [53:56<1:32:10,  2.01it/s]
Training 1/3 epoch (loss 0.2261):  31%|███       | 4907/16050 [53:56<3:09:04,  1.02s/it]
Training 1/3 epoch (loss 0.0039):  31%|███       | 4907/16050 [53:57<3:09:04,  1.02s/it]
Training 1/3 epoch (loss 0.0039):  31%|███       | 4908/16050 [53:57<2:39:18,  1.17it/s]
Training 1/3 epoch (loss 0.1980):  31%|███       | 4908/16050 [53:57<2:39:18,  1.17it/s]
Training 1/3 epoch (loss 0.1980):  31%|███       | 4909/16050 [53:57<2:11:34,  1.41it/s]
Training 1/3 epoch (loss 0.1594):  31%|███       | 4909/16050 [53:58<2:11:34,  1.41it/s]
Training 1/3 epoch (loss 0.1594):  31%|███       | 4910/16050 [53:58<1:58:18,  1.57it/s]
Training 1/3 epoch (loss 0.0024):  31%|███       | 4910/16050 [53:58<1:58:18,  1.57it/s]
Training 1/3 epoch (loss 0.0024):  31%|███       | 4911/16050 [53:58<1:56:31,  1.59it/s]
Training 1/3 epoch (loss 0.0012):  31%|███       | 4911/16050 [53:59<1:56:31,  1.59it/s]
Training 1/3 epoch (loss 0.0012):  31%|███       | 4912/16050 [53:59<1:45:17,  1.76it/s]
Training 1/3 epoch (loss 0.0006):  31%|███       | 4912/16050 [53:59<1:45:17,  1.76it/s]
Training 1/3 epoch (loss 0.0006):  31%|███       | 4913/16050 [53:59<1:42:57,  1.80it/s]
Training 1/3 epoch (loss 0.3106):  31%|███       | 4913/16050 [54:00<1:42:57,  1.80it/s]
Training 1/3 epoch (loss 0.3106):  31%|███       | 4914/16050 [54:00<1:46:37,  1.74it/s]
Training 1/3 epoch (loss 0.0010):  31%|███       | 4914/16050 [54:00<1:46:37,  1.74it/s]
Training 1/3 epoch (loss 0.0010):  31%|███       | 4915/16050 [54:00<1:43:47,  1.79it/s]
Training 1/3 epoch (loss 0.0335):  31%|███       | 4915/16050 [54:01<1:43:47,  1.79it/s]
Training 1/3 epoch (loss 0.0335):  31%|███       | 4916/16050 [54:01<2:08:37,  1.44it/s]
Training 1/3 epoch (loss 0.0789):  31%|███       | 4916/16050 [54:02<2:08:37,  1.44it/s]
Training 1/3 epoch (loss 0.0789):  31%|███       | 4917/16050 [54:02<2:05:26,  1.48it/s]
Training 1/3 epoch (loss 0.0012):  31%|███       | 4917/16050 [54:02<2:05:26,  1.48it/s]
Training 1/3 epoch (loss 0.0012):  31%|███       | 4918/16050 [54:02<1:53:29,  1.63it/s]
Training 1/3 epoch (loss 0.0742):  31%|███       | 4918/16050 [54:03<1:53:29,  1.63it/s]
Training 1/3 epoch (loss 0.0742):  31%|███       | 4919/16050 [54:03<1:56:51,  1.59it/s]
Training 1/3 epoch (loss 0.0046):  31%|███       | 4919/16050 [54:03<1:56:51,  1.59it/s]
Training 1/3 epoch (loss 0.0046):  31%|███       | 4920/16050 [54:03<1:45:13,  1.76it/s]
Training 1/3 epoch (loss 0.5190):  31%|███       | 4920/16050 [54:04<1:45:13,  1.76it/s]
Training 1/3 epoch (loss 0.5190):  31%|███       | 4921/16050 [54:04<1:31:08,  2.04it/s]
Training 1/3 epoch (loss 0.0890):  31%|███       | 4921/16050 [54:04<1:31:08,  2.04it/s]
Training 1/3 epoch (loss 0.0890):  31%|███       | 4922/16050 [54:04<1:23:35,  2.22it/s]
Training 1/3 epoch (loss 0.5756):  31%|███       | 4922/16050 [54:04<1:23:35,  2.22it/s]
Training 1/3 epoch (loss 0.5756):  31%|███       | 4923/16050 [54:04<1:20:59,  2.29it/s]
Training 1/3 epoch (loss 0.0043):  31%|███       | 4923/16050 [54:05<1:20:59,  2.29it/s]
Training 1/3 epoch (loss 0.0043):  31%|███       | 4924/16050 [54:05<1:32:06,  2.01it/s]
Training 1/3 epoch (loss 0.6834):  31%|███       | 4924/16050 [54:07<1:32:06,  2.01it/s]
Training 1/3 epoch (loss 0.6834):  31%|███       | 4925/16050 [54:07<3:09:39,  1.02s/it]
Training 1/3 epoch (loss 0.0008):  31%|███       | 4925/16050 [54:08<3:09:39,  1.02s/it]
Training 1/3 epoch (loss 0.0008):  31%|███       | 4926/16050 [54:08<2:35:30,  1.19it/s]
Training 1/3 epoch (loss 0.0196):  31%|███       | 4926/16050 [54:08<2:35:30,  1.19it/s]
Training 1/3 epoch (loss 0.0196):  31%|███       | 4927/16050 [54:08<2:26:39,  1.26it/s]
Training 1/3 epoch (loss 0.0581):  31%|███       | 4927/16050 [54:09<2:26:39,  1.26it/s]
Training 1/3 epoch (loss 0.0581):  31%|███       | 4928/16050 [54:09<2:13:41,  1.39it/s]
Training 1/3 epoch (loss 0.4895):  31%|███       | 4928/16050 [54:09<2:13:41,  1.39it/s]
Training 1/3 epoch (loss 0.4895):  31%|███       | 4929/16050 [54:09<2:00:35,  1.54it/s]
Training 1/3 epoch (loss 0.7220):  31%|███       | 4929/16050 [54:10<2:00:35,  1.54it/s]
Training 1/3 epoch (loss 0.7220):  31%|███       | 4930/16050 [54:10<1:56:40,  1.59it/s]
Training 1/3 epoch (loss 0.0132):  31%|███       | 4930/16050 [54:11<1:56:40,  1.59it/s]
Training 1/3 epoch (loss 0.0132):  31%|███       | 4931/16050 [54:11<1:54:53,  1.61it/s]
Training 1/3 epoch (loss 0.3866):  31%|███       | 4931/16050 [54:11<1:54:53,  1.61it/s]
Training 1/3 epoch (loss 0.3866):  31%|███       | 4932/16050 [54:11<1:55:43,  1.60it/s]
Training 1/3 epoch (loss 0.1191):  31%|███       | 4932/16050 [54:12<1:55:43,  1.60it/s]
Training 1/3 epoch (loss 0.1191):  31%|███       | 4933/16050 [54:12<1:46:12,  1.74it/s]
Training 1/3 epoch (loss 0.4743):  31%|███       | 4933/16050 [54:12<1:46:12,  1.74it/s]
Training 1/3 epoch (loss 0.4743):  31%|███       | 4934/16050 [54:12<1:40:31,  1.84it/s]
Training 1/3 epoch (loss 0.0810):  31%|███       | 4934/16050 [54:13<1:40:31,  1.84it/s]
Training 1/3 epoch (loss 0.0810):  31%|███       | 4935/16050 [54:13<1:46:14,  1.74it/s]
Training 1/3 epoch (loss 0.3456):  31%|███       | 4935/16050 [54:13<1:46:14,  1.74it/s]
Training 1/3 epoch (loss 0.3456):  31%|███       | 4936/16050 [54:13<1:40:29,  1.84it/s]
Training 1/3 epoch (loss 0.0007):  31%|███       | 4936/16050 [54:14<1:40:29,  1.84it/s]
Training 1/3 epoch (loss 0.0007):  31%|███       | 4937/16050 [54:14<1:45:49,  1.75it/s]
Training 1/3 epoch (loss 0.0229):  31%|███       | 4937/16050 [54:15<1:45:49,  1.75it/s]
Training 1/3 epoch (loss 0.0229):  31%|███       | 4938/16050 [54:15<1:45:04,  1.76it/s]
Training 1/3 epoch (loss 0.0200):  31%|███       | 4938/16050 [54:15<1:45:04,  1.76it/s]
Training 1/3 epoch (loss 0.0200):  31%|███       | 4939/16050 [54:15<1:52:09,  1.65it/s]
Training 1/3 epoch (loss 0.0064):  31%|███       | 4939/16050 [54:16<1:52:09,  1.65it/s]
Training 1/3 epoch (loss 0.0064):  31%|███       | 4940/16050 [54:16<1:52:59,  1.64it/s]
Training 1/3 epoch (loss 0.0125):  31%|███       | 4940/16050 [54:16<1:52:59,  1.64it/s]
Training 1/3 epoch (loss 0.0125):  31%|███       | 4941/16050 [54:16<1:54:19,  1.62it/s]
Training 1/3 epoch (loss 0.0112):  31%|███       | 4941/16050 [54:18<1:54:19,  1.62it/s]
Training 1/3 epoch (loss 0.0112):  31%|███       | 4942/16050 [54:18<2:45:30,  1.12it/s]
Training 1/3 epoch (loss 0.0743):  31%|███       | 4942/16050 [54:19<2:45:30,  1.12it/s]
Training 1/3 epoch (loss 0.0743):  31%|███       | 4943/16050 [54:19<2:24:18,  1.28it/s]
Training 1/3 epoch (loss 0.0923):  31%|███       | 4943/16050 [54:19<2:24:18,  1.28it/s]
Training 1/3 epoch (loss 0.0923):  31%|███       | 4944/16050 [54:19<2:11:00,  1.41it/s]
Training 1/3 epoch (loss 0.6791):  31%|███       | 4944/16050 [54:19<2:11:00,  1.41it/s]
Training 1/3 epoch (loss 0.6791):  31%|███       | 4945/16050 [54:19<1:53:01,  1.64it/s]
Training 1/3 epoch (loss 0.0034):  31%|███       | 4945/16050 [54:20<1:53:01,  1.64it/s]
Training 1/3 epoch (loss 0.0034):  31%|███       | 4946/16050 [54:20<1:47:22,  1.72it/s]
Training 1/3 epoch (loss 0.0246):  31%|███       | 4946/16050 [54:20<1:47:22,  1.72it/s]
Training 1/3 epoch (loss 0.0246):  31%|███       | 4947/16050 [54:20<1:43:32,  1.79it/s]
Training 1/3 epoch (loss 0.0014):  31%|███       | 4947/16050 [54:21<1:43:32,  1.79it/s]
Training 1/3 epoch (loss 0.0014):  31%|███       | 4948/16050 [54:21<1:34:21,  1.96it/s]
Training 1/3 epoch (loss 0.5668):  31%|███       | 4948/16050 [54:21<1:34:21,  1.96it/s]
Training 1/3 epoch (loss 0.5668):  31%|███       | 4949/16050 [54:21<1:29:00,  2.08it/s]
Training 1/3 epoch (loss 0.0088):  31%|███       | 4949/16050 [54:22<1:29:00,  2.08it/s]
Training 1/3 epoch (loss 0.0088):  31%|███       | 4950/16050 [54:22<1:33:16,  1.98it/s]
Training 1/3 epoch (loss 0.0211):  31%|███       | 4950/16050 [54:23<1:33:16,  1.98it/s]
Training 1/3 epoch (loss 0.0211):  31%|███       | 4951/16050 [54:23<1:47:57,  1.71it/s]
Training 1/3 epoch (loss 0.0056):  31%|███       | 4951/16050 [54:23<1:47:57,  1.71it/s]
Training 1/3 epoch (loss 0.0056):  31%|███       | 4952/16050 [54:23<2:03:45,  1.49it/s]
Training 1/3 epoch (loss 0.0553):  31%|███       | 4952/16050 [54:24<2:03:45,  1.49it/s]
Training 1/3 epoch (loss 0.0553):  31%|███       | 4953/16050 [54:24<2:10:24,  1.42it/s]
Training 1/3 epoch (loss 0.0027):  31%|███       | 4953/16050 [54:25<2:10:24,  1.42it/s]
Training 1/3 epoch (loss 0.0027):  31%|███       | 4954/16050 [54:25<2:37:40,  1.17it/s]
Training 1/3 epoch (loss 0.6182):  31%|███       | 4954/16050 [54:26<2:37:40,  1.17it/s]
Training 1/3 epoch (loss 0.6182):  31%|███       | 4955/16050 [54:26<2:42:03,  1.14it/s]
Training 1/3 epoch (loss 0.0525):  31%|███       | 4955/16050 [54:27<2:42:03,  1.14it/s]
Training 1/3 epoch (loss 0.0525):  31%|███       | 4956/16050 [54:27<2:29:09,  1.24it/s]
Training 1/3 epoch (loss 0.2909):  31%|███       | 4956/16050 [54:28<2:29:09,  1.24it/s]
Training 1/3 epoch (loss 0.2909):  31%|███       | 4957/16050 [54:28<2:11:12,  1.41it/s]
Training 1/3 epoch (loss 0.0037):  31%|███       | 4957/16050 [54:28<2:11:12,  1.41it/s]
Training 1/3 epoch (loss 0.0037):  31%|███       | 4958/16050 [54:28<1:56:21,  1.59it/s]
Training 1/3 epoch (loss 0.0051):  31%|███       | 4958/16050 [54:29<1:56:21,  1.59it/s]
Training 1/3 epoch (loss 0.0051):  31%|███       | 4959/16050 [54:29<1:53:53,  1.62it/s]
Training 1/3 epoch (loss 0.0041):  31%|███       | 4959/16050 [54:29<1:53:53,  1.62it/s]
Training 1/3 epoch (loss 0.0041):  31%|███       | 4960/16050 [54:29<1:54:13,  1.62it/s]
Training 1/3 epoch (loss 0.6172):  31%|███       | 4960/16050 [54:30<1:54:13,  1.62it/s]
Training 1/3 epoch (loss 0.6172):  31%|███       | 4961/16050 [54:30<1:40:16,  1.84it/s]
Training 1/3 epoch (loss 0.5444):  31%|███       | 4961/16050 [54:30<1:40:16,  1.84it/s]
Training 1/3 epoch (loss 0.5444):  31%|███       | 4962/16050 [54:30<1:27:10,  2.12it/s]
Training 1/3 epoch (loss 0.0625):  31%|███       | 4962/16050 [54:30<1:27:10,  2.12it/s]
Training 1/3 epoch (loss 0.0625):  31%|███       | 4963/16050 [54:30<1:26:27,  2.14it/s]
Training 1/3 epoch (loss 0.0103):  31%|███       | 4963/16050 [54:31<1:26:27,  2.14it/s]
Training 1/3 epoch (loss 0.0103):  31%|███       | 4964/16050 [54:31<1:26:55,  2.13it/s]
Training 1/3 epoch (loss 0.2899):  31%|███       | 4964/16050 [54:31<1:26:55,  2.13it/s]
Training 1/3 epoch (loss 0.2899):  31%|███       | 4965/16050 [54:31<1:23:54,  2.20it/s]
Training 1/3 epoch (loss 0.0578):  31%|███       | 4965/16050 [54:32<1:23:54,  2.20it/s]
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Training 1/3 epoch (loss 0.2474):  31%|███       | 4967/16050 [54:35<1:38:41,  1.87it/s]
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Training 1/3 epoch (loss 0.0134):  31%|███       | 4968/16050 [54:35<3:18:35,  1.08s/it]
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Training 1/3 epoch (loss 0.0024):  31%|███       | 4969/16050 [54:36<2:49:27,  1.09it/s]
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Training 1/3 epoch (loss 0.1117):  31%|███       | 4970/16050 [54:36<2:21:32,  1.30it/s]
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Training 1/3 epoch (loss 0.3641):  31%|███       | 4971/16050 [54:37<2:17:59,  1.34it/s]
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Training 1/3 epoch (loss 0.0043):  31%|███       | 4972/16050 [54:37<2:00:35,  1.53it/s]
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Training 1/3 epoch (loss 0.5161):  31%|███       | 4975/16050 [54:39<1:55:00,  1.60it/s]
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Training 1/3 epoch (loss 0.0348):  31%|███       | 4976/16050 [54:40<1:55:00,  1.60it/s]
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Training 1/3 epoch (loss 0.1939):  31%|███       | 4977/16050 [54:41<2:04:52,  1.48it/s]
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Training 1/3 epoch (loss 0.0070):  31%|███       | 4978/16050 [54:41<1:57:03,  1.58it/s]
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Training 1/3 epoch (loss 0.0036):  31%|███       | 4979/16050 [54:41<1:43:22,  1.78it/s]
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Training 1/3 epoch (loss 0.0063):  31%|███       | 4980/16050 [54:42<1:37:41,  1.89it/s]
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Training 1/3 epoch (loss 0.2990):  31%|███       | 4983/16050 [54:44<1:48:49,  1.69it/s]
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Training 1/3 epoch (loss 0.4355):  31%|███       | 4984/16050 [54:44<1:38:30,  1.87it/s]
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Training 1/3 epoch (loss 0.3773):  31%|███       | 4985/16050 [54:45<1:31:18,  2.02it/s]
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Training 1/3 epoch (loss 0.4069):  31%|███       | 4986/16050 [54:45<1:36:49,  1.90it/s]
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Training 1/3 epoch (loss 0.8743):  31%|███       | 4987/16050 [54:45<1:27:09,  2.12it/s]
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Training 1/3 epoch (loss 0.1571):  31%|███       | 4988/16050 [54:48<1:18:23,  2.35it/s]
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Training 1/3 epoch (loss 0.0139):  31%|███       | 4989/16050 [54:48<3:04:38,  1.00s/it]
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Training 1/3 epoch (loss 0.4740):  31%|███       | 4990/16050 [54:49<2:47:13,  1.10it/s]
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Training 1/3 epoch (loss 0.0015):  31%|███       | 4991/16050 [54:50<2:18:05,  1.33it/s]
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Training 1/3 epoch (loss 0.1260):  31%|███       | 4992/16050 [54:50<2:24:30,  1.28it/s]
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Training 1/3 epoch (loss 0.3361):  31%|███       | 4993/16050 [54:51<2:18:03,  1.33it/s]
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Training 1/3 epoch (loss 0.3735):  31%|███       | 4994/16050 [54:51<1:55:57,  1.59it/s]
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Training 1/3 epoch (loss 0.0008):  31%|███       | 4995/16050 [54:52<1:49:45,  1.68it/s]
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Training 1/3 epoch (loss 0.0040):  31%|███       | 4996/16050 [54:52<1:38:03,  1.88it/s]
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Training 1/3 epoch (loss 0.0957):  31%|███       | 4997/16050 [54:52<1:31:35,  2.01it/s]
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Training 1/3 epoch (loss 0.3809):  31%|███       | 4998/16050 [54:53<1:25:53,  2.14it/s]
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Training 1/3 epoch (loss 0.1757):  31%|███       | 4999/16050 [54:53<1:19:13,  2.33it/s]
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Training 1/3 epoch (loss 0.4142):  31%|███       | 5001/16050 [54:55<1:37:55,  1.88it/s]
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Training 1/3 epoch (loss 0.0025):  31%|███       | 5002/16050 [54:55<1:42:47,  1.79it/s]
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Training 1/3 epoch (loss 0.0006):  31%|███       | 5003/16050 [54:56<1:46:13,  1.73it/s]
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Training 1/3 epoch (loss 0.0566):  31%|███       | 5004/16050 [54:56<1:41:21,  1.82it/s]
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Training 1/3 epoch (loss 0.1764):  31%|███       | 5005/16050 [54:57<1:48:14,  1.70it/s]
Training 1/3 epoch (loss 0.1764):  31%|███       | 5006/16050 [54:57<1:35:33,  1.93it/s]
Training 1/3 epoch (loss 0.0635):  31%|███       | 5006/16050 [54:57<1:35:33,  1.93it/s]
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Training 1/3 epoch (loss 0.3148):  31%|███       | 5007/16050 [54:58<1:39:04,  1.86it/s]
Training 1/3 epoch (loss 0.3148):  31%|███       | 5008/16050 [54:58<1:43:31,  1.78it/s]
Training 1/3 epoch (loss 0.2187):  31%|███       | 5008/16050 [54:58<1:43:31,  1.78it/s]
Training 1/3 epoch (loss 0.2187):  31%|███       | 5009/16050 [54:58<1:34:03,  1.96it/s]
Training 1/3 epoch (loss 0.0504):  31%|███       | 5009/16050 [54:59<1:34:03,  1.96it/s]
Training 1/3 epoch (loss 0.0504):  31%|███       | 5010/16050 [54:59<1:39:39,  1.85it/s]
Training 1/3 epoch (loss 0.9424):  31%|███       | 5010/16050 [54:59<1:39:39,  1.85it/s]
Training 1/3 epoch (loss 0.9424):  31%|███       | 5011/16050 [54:59<1:36:10,  1.91it/s]
Training 1/3 epoch (loss 0.2240):  31%|███       | 5011/16050 [55:00<1:36:10,  1.91it/s]
Training 1/3 epoch (loss 0.2240):  31%|███       | 5012/16050 [55:00<1:33:19,  1.97it/s]
Training 1/3 epoch (loss 0.0005):  31%|███       | 5012/16050 [55:01<1:33:19,  1.97it/s]
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Training 1/3 epoch (loss 0.1596):  31%|███       | 5013/16050 [55:01<1:37:34,  1.89it/s]
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Training 1/3 epoch (loss 0.0060):  31%|███       | 5014/16050 [55:01<1:28:21,  2.08it/s]
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Training 1/3 epoch (loss 0.1775):  31%|███       | 5015/16050 [55:02<1:22:06,  2.24it/s]
Training 1/3 epoch (loss 0.1775):  31%|███▏      | 5016/16050 [55:02<1:21:53,  2.25it/s]
Training 1/3 epoch (loss 0.0014):  31%|███▏      | 5016/16050 [55:02<1:21:53,  2.25it/s]
Training 1/3 epoch (loss 0.0014):  31%|███▏      | 5017/16050 [55:02<1:16:26,  2.41it/s]
Training 1/3 epoch (loss 0.3662):  31%|███▏      | 5017/16050 [55:03<1:16:26,  2.41it/s]
Training 1/3 epoch (loss 0.3662):  31%|███▏      | 5018/16050 [55:03<1:26:54,  2.12it/s]
Training 1/3 epoch (loss 0.2876):  31%|███▏      | 5018/16050 [55:03<1:26:54,  2.12it/s]
Training 1/3 epoch (loss 0.2876):  31%|███▏      | 5019/16050 [55:03<1:32:54,  1.98it/s]
Training 1/3 epoch (loss 0.0482):  31%|███▏      | 5019/16050 [55:04<1:32:54,  1.98it/s]
Training 1/3 epoch (loss 0.0482):  31%|███▏      | 5020/16050 [55:04<1:24:23,  2.18it/s]
Training 1/3 epoch (loss 0.2908):  31%|███▏      | 5020/16050 [55:04<1:24:23,  2.18it/s]
Training 1/3 epoch (loss 0.2908):  31%|███▏      | 5021/16050 [55:04<1:24:23,  2.18it/s]
Training 1/3 epoch (loss 0.7684):  31%|███▏      | 5021/16050 [55:06<1:24:23,  2.18it/s]
Training 1/3 epoch (loss 0.7684):  31%|███▏      | 5022/16050 [55:06<3:01:45,  1.01it/s]
Training 1/3 epoch (loss 0.0057):  31%|███▏      | 5022/16050 [55:07<3:01:45,  1.01it/s]
Training 1/3 epoch (loss 0.0057):  31%|███▏      | 5023/16050 [55:07<2:29:08,  1.23it/s]
Training 1/3 epoch (loss 0.0035):  31%|███▏      | 5023/16050 [55:07<2:29:08,  1.23it/s]
Training 1/3 epoch (loss 0.0035):  31%|███▏      | 5024/16050 [55:07<2:10:18,  1.41it/s]
Training 1/3 epoch (loss 0.0009):  31%|███▏      | 5024/16050 [55:08<2:10:18,  1.41it/s]
Training 1/3 epoch (loss 0.0009):  31%|███▏      | 5025/16050 [55:08<1:57:52,  1.56it/s]
Training 1/3 epoch (loss 0.0064):  31%|███▏      | 5025/16050 [55:08<1:57:52,  1.56it/s]
Training 1/3 epoch (loss 0.0064):  31%|███▏      | 5026/16050 [55:08<1:58:50,  1.55it/s]
Training 1/3 epoch (loss 0.0921):  31%|███▏      | 5026/16050 [55:09<1:58:50,  1.55it/s]
Training 1/3 epoch (loss 0.0921):  31%|███▏      | 5027/16050 [55:09<2:14:36,  1.36it/s]
Training 1/3 epoch (loss 0.8585):  31%|███▏      | 5027/16050 [55:09<2:14:36,  1.36it/s]
Training 1/3 epoch (loss 0.8585):  31%|███▏      | 5028/16050 [55:09<1:51:18,  1.65it/s]
Training 1/3 epoch (loss 0.0007):  31%|███▏      | 5028/16050 [55:10<1:51:18,  1.65it/s]
Training 1/3 epoch (loss 0.0007):  31%|███▏      | 5029/16050 [55:10<1:43:45,  1.77it/s]
Training 1/3 epoch (loss 0.2174):  31%|███▏      | 5029/16050 [55:10<1:43:45,  1.77it/s]
Training 1/3 epoch (loss 0.2174):  31%|███▏      | 5030/16050 [55:10<1:35:25,  1.92it/s]
Training 1/3 epoch (loss 0.4938):  31%|███▏      | 5030/16050 [55:11<1:35:25,  1.92it/s]
Training 1/3 epoch (loss 0.4938):  31%|███▏      | 5031/16050 [55:11<1:39:55,  1.84it/s]
Training 1/3 epoch (loss 0.0104):  31%|███▏      | 5031/16050 [55:12<1:39:55,  1.84it/s]
Training 1/3 epoch (loss 0.0104):  31%|███▏      | 5032/16050 [55:12<1:47:18,  1.71it/s]
Training 1/3 epoch (loss 0.0202):  31%|███▏      | 5032/16050 [55:12<1:47:18,  1.71it/s]
Training 1/3 epoch (loss 0.0202):  31%|███▏      | 5033/16050 [55:12<1:37:42,  1.88it/s]
Training 1/3 epoch (loss 0.0261):  31%|███▏      | 5033/16050 [55:13<1:37:42,  1.88it/s]
Training 1/3 epoch (loss 0.0261):  31%|███▏      | 5034/16050 [55:13<1:34:01,  1.95it/s]
Training 1/3 epoch (loss 0.0013):  31%|███▏      | 5034/16050 [55:13<1:34:01,  1.95it/s]
Training 1/3 epoch (loss 0.0013):  31%|███▏      | 5035/16050 [55:13<1:34:36,  1.94it/s]
Training 1/3 epoch (loss 0.1415):  31%|███▏      | 5035/16050 [55:14<1:34:36,  1.94it/s]
Training 1/3 epoch (loss 0.1415):  31%|███▏      | 5036/16050 [55:14<1:35:11,  1.93it/s]
Training 1/3 epoch (loss 0.0628):  31%|███▏      | 5036/16050 [55:14<1:35:11,  1.93it/s]
Training 1/3 epoch (loss 0.0628):  31%|███▏      | 5037/16050 [55:14<1:26:35,  2.12it/s]
Training 1/3 epoch (loss 0.4789):  31%|███▏      | 5037/16050 [55:15<1:26:35,  2.12it/s]
Training 1/3 epoch (loss 0.4789):  31%|███▏      | 5038/16050 [55:15<1:35:16,  1.93it/s]
Training 1/3 epoch (loss 0.3349):  31%|███▏      | 5038/16050 [55:15<1:35:16,  1.93it/s]
Training 1/3 epoch (loss 0.3349):  31%|███▏      | 5039/16050 [55:15<1:54:31,  1.60it/s]
Training 1/3 epoch (loss 0.0052):  31%|███▏      | 5039/16050 [55:16<1:54:31,  1.60it/s]
Training 1/3 epoch (loss 0.0052):  31%|███▏      | 5040/16050 [55:16<1:46:56,  1.72it/s]
Training 1/3 epoch (loss 0.0376):  31%|███▏      | 5040/16050 [55:16<1:46:56,  1.72it/s]
Training 1/3 epoch (loss 0.0376):  31%|███▏      | 5041/16050 [55:16<1:41:27,  1.81it/s]
Training 1/3 epoch (loss 0.0087):  31%|███▏      | 5041/16050 [55:17<1:41:27,  1.81it/s]
Training 1/3 epoch (loss 0.0087):  31%|███▏      | 5042/16050 [55:17<1:39:37,  1.84it/s]
Training 1/3 epoch (loss 0.1310):  31%|███▏      | 5042/16050 [55:18<1:39:37,  1.84it/s]
Training 1/3 epoch (loss 0.1310):  31%|███▏      | 5043/16050 [55:18<1:51:58,  1.64it/s]
Training 1/3 epoch (loss 0.0560):  31%|███▏      | 5043/16050 [55:18<1:51:58,  1.64it/s]
Training 1/3 epoch (loss 0.0560):  31%|███▏      | 5044/16050 [55:18<1:55:29,  1.59it/s]
Training 1/3 epoch (loss 0.4813):  31%|███▏      | 5044/16050 [55:19<1:55:29,  1.59it/s]
Training 1/3 epoch (loss 0.4813):  31%|███▏      | 5045/16050 [55:19<1:51:28,  1.65it/s]
Training 1/3 epoch (loss 0.8216):  31%|███▏      | 5045/16050 [55:19<1:51:28,  1.65it/s]
Training 1/3 epoch (loss 0.8216):  31%|███▏      | 5046/16050 [55:19<1:34:20,  1.94it/s]
Training 1/3 epoch (loss 0.0135):  31%|███▏      | 5046/16050 [55:20<1:34:20,  1.94it/s]
Training 1/3 epoch (loss 0.0135):  31%|███▏      | 5047/16050 [55:20<1:27:19,  2.10it/s]
Training 1/3 epoch (loss 0.0003):  31%|███▏      | 5047/16050 [55:20<1:27:19,  2.10it/s]
Training 1/3 epoch (loss 0.0003):  31%|███▏      | 5048/16050 [55:20<1:31:00,  2.01it/s]
Training 1/3 epoch (loss 0.0071):  31%|███▏      | 5048/16050 [55:21<1:31:00,  2.01it/s]
Training 1/3 epoch (loss 0.0071):  31%|███▏      | 5049/16050 [55:21<1:34:22,  1.94it/s]
Training 1/3 epoch (loss 0.3581):  31%|███▏      | 5049/16050 [55:23<1:34:22,  1.94it/s]
Training 1/3 epoch (loss 0.3581):  31%|███▏      | 5050/16050 [55:23<3:08:21,  1.03s/it]
Training 1/3 epoch (loss 0.0309):  31%|███▏      | 5050/16050 [55:24<3:08:21,  1.03s/it]
Training 1/3 epoch (loss 0.0309):  31%|███▏      | 5051/16050 [55:24<2:48:57,  1.08it/s]
Training 1/3 epoch (loss 0.3501):  31%|███▏      | 5051/16050 [55:24<2:48:57,  1.08it/s]
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Training 1/3 epoch (loss 0.1950):  31%|███▏      | 5053/16050 [55:26<2:32:15,  1.20it/s]
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Training 1/3 epoch (loss 0.0624):  31%|███▏      | 5054/16050 [55:26<2:17:58,  1.33it/s]
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Training 1/3 epoch (loss 0.1054):  31%|███▏      | 5055/16050 [55:27<2:02:01,  1.50it/s]
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Training 1/3 epoch (loss 0.2829):  32%|███▏      | 5057/16050 [55:28<1:50:38,  1.66it/s]
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Training 1/3 epoch (loss 0.0215):  32%|███▏      | 5058/16050 [55:28<1:49:37,  1.67it/s]
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Training 1/3 epoch (loss 0.0566):  32%|███▏      | 5061/16050 [55:30<1:32:31,  1.98it/s]
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Training 1/3 epoch (loss 0.1310):  32%|███▏      | 5062/16050 [55:31<1:52:28,  1.63it/s]
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Training 1/3 epoch (loss 0.0007):  32%|███▏      | 5063/16050 [55:31<1:42:38,  1.78it/s]
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Training 1/3 epoch (loss 0.0356):  32%|███▏      | 5065/16050 [55:33<2:05:34,  1.46it/s]
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Training 1/3 epoch (loss 0.3288):  32%|███▏      | 5069/16050 [55:35<1:37:30,  1.88it/s]
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Training 1/3 epoch (loss 0.0080):  32%|███▏      | 5070/16050 [55:35<1:36:52,  1.89it/s]
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Training 1/3 epoch (loss 0.0586):  32%|███▏      | 5071/16050 [55:36<1:41:17,  1.81it/s]
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Training 1/3 epoch (loss 0.0031):  32%|███▏      | 5072/16050 [55:36<1:44:53,  1.74it/s]
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Training 1/3 epoch (loss 0.0029):  32%|███▏      | 5073/16050 [55:37<1:42:32,  1.78it/s]
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Training 1/3 epoch (loss 0.3662):  32%|███▏      | 5075/16050 [55:38<1:48:35,  1.68it/s]
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Training 1/3 epoch (loss 0.1285):  32%|███▏      | 5076/16050 [55:39<1:42:25,  1.79it/s]
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Training 1/3 epoch (loss 0.0251):  32%|███▏      | 5077/16050 [55:40<1:40:24,  1.82it/s]
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Training 1/3 epoch (loss 0.3836):  32%|███▏      | 5078/16050 [55:41<2:04:10,  1.47it/s]
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Training 1/3 epoch (loss 0.0445):  32%|███▏      | 5079/16050 [55:41<2:17:12,  1.33it/s]
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Training 1/3 epoch (loss 0.1407):  32%|███▏      | 5080/16050 [55:42<2:17:02,  1.33it/s]
Training 1/3 epoch (loss 0.1407):  32%|███▏      | 5081/16050 [55:42<2:13:42,  1.37it/s]
Training 1/3 epoch (loss 0.0888):  32%|███▏      | 5081/16050 [55:43<2:13:42,  1.37it/s]
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Training 1/3 epoch (loss 0.0028):  32%|███▏      | 5082/16050 [55:43<2:13:07,  1.37it/s]
Training 1/3 epoch (loss 0.0028):  32%|███▏      | 5083/16050 [55:43<1:55:58,  1.58it/s]
Training 1/3 epoch (loss 0.0240):  32%|███▏      | 5083/16050 [55:44<1:55:58,  1.58it/s]
Training 1/3 epoch (loss 0.0240):  32%|███▏      | 5084/16050 [55:44<1:48:56,  1.68it/s]
Training 1/3 epoch (loss 0.0261):  32%|███▏      | 5084/16050 [55:44<1:48:56,  1.68it/s]
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Training 1/3 epoch (loss 0.0817):  32%|███▏      | 5085/16050 [55:45<1:49:28,  1.67it/s]
Training 1/3 epoch (loss 0.0817):  32%|███▏      | 5086/16050 [55:45<2:03:38,  1.48it/s]
Training 1/3 epoch (loss 0.0182):  32%|███▏      | 5086/16050 [55:46<2:03:38,  1.48it/s]
Training 1/3 epoch (loss 0.0182):  32%|███▏      | 5087/16050 [55:46<1:55:22,  1.58it/s]
Training 1/3 epoch (loss 0.3918):  32%|███▏      | 5087/16050 [55:46<1:55:22,  1.58it/s]
Training 1/3 epoch (loss 0.3918):  32%|███▏      | 5088/16050 [55:46<1:43:47,  1.76it/s]
Training 1/3 epoch (loss 0.0121):  32%|███▏      | 5088/16050 [55:47<1:43:47,  1.76it/s]
Training 1/3 epoch (loss 0.0121):  32%|███▏      | 5089/16050 [55:47<1:41:30,  1.80it/s]
Training 1/3 epoch (loss 0.2448):  32%|███▏      | 5089/16050 [55:47<1:41:30,  1.80it/s]
Training 1/3 epoch (loss 0.2448):  32%|███▏      | 5090/16050 [55:47<1:50:20,  1.66it/s]
Training 1/3 epoch (loss 0.0086):  32%|███▏      | 5090/16050 [55:48<1:50:20,  1.66it/s]
Training 1/3 epoch (loss 0.0086):  32%|███▏      | 5091/16050 [55:48<1:47:46,  1.69it/s]
Training 1/3 epoch (loss 0.4945):  32%|███▏      | 5091/16050 [55:50<1:47:46,  1.69it/s]
Training 1/3 epoch (loss 0.4945):  32%|███▏      | 5092/16050 [55:50<3:18:47,  1.09s/it]
Training 1/3 epoch (loss 0.3221):  32%|███▏      | 5092/16050 [55:53<3:18:47,  1.09s/it]
Training 1/3 epoch (loss 0.3221):  32%|███▏      | 5093/16050 [55:53<4:26:21,  1.46s/it]
Training 1/3 epoch (loss 0.0967):  32%|███▏      | 5093/16050 [55:53<4:26:21,  1.46s/it]
Training 1/3 epoch (loss 0.0967):  32%|███▏      | 5094/16050 [55:53<3:53:14,  1.28s/it]
Training 1/3 epoch (loss 0.0092):  32%|███▏      | 5094/16050 [55:54<3:53:14,  1.28s/it]
Training 1/3 epoch (loss 0.0092):  32%|███▏      | 5095/16050 [55:54<3:05:14,  1.01s/it]
Training 1/3 epoch (loss 0.0574):  32%|███▏      | 5095/16050 [55:54<3:05:14,  1.01s/it]
Training 1/3 epoch (loss 0.0574):  32%|███▏      | 5096/16050 [55:54<2:39:01,  1.15it/s]
Training 1/3 epoch (loss 0.0034):  32%|███▏      | 5096/16050 [55:55<2:39:01,  1.15it/s]
Training 1/3 epoch (loss 0.0034):  32%|███▏      | 5097/16050 [55:55<2:24:42,  1.26it/s]
Training 1/3 epoch (loss 0.0191):  32%|███▏      | 5097/16050 [55:56<2:24:42,  1.26it/s]
Training 1/3 epoch (loss 0.0191):  32%|███▏      | 5098/16050 [55:56<2:16:09,  1.34it/s]
Training 1/3 epoch (loss 0.0010):  32%|███▏      | 5098/16050 [55:56<2:16:09,  1.34it/s]
Training 1/3 epoch (loss 0.0010):  32%|███▏      | 5099/16050 [55:56<1:59:45,  1.52it/s]
Training 1/3 epoch (loss 0.4222):  32%|███▏      | 5099/16050 [55:57<1:59:45,  1.52it/s]
Training 1/3 epoch (loss 0.4222):  32%|███▏      | 5100/16050 [55:57<2:01:48,  1.50it/s]
Training 1/3 epoch (loss 0.0010):  32%|███▏      | 5100/16050 [55:57<2:01:48,  1.50it/s]
Training 1/3 epoch (loss 0.0010):  32%|███▏      | 5101/16050 [55:57<1:54:23,  1.60it/s]
Training 1/3 epoch (loss 0.4461):  32%|███▏      | 5101/16050 [55:58<1:54:23,  1.60it/s]
Training 1/3 epoch (loss 0.4461):  32%|███▏      | 5102/16050 [55:58<1:45:20,  1.73it/s]
Training 1/3 epoch (loss 0.5166):  32%|███▏      | 5102/16050 [55:58<1:45:20,  1.73it/s]
Training 1/3 epoch (loss 0.5166):  32%|███▏      | 5103/16050 [55:58<1:35:53,  1.90it/s]
Training 1/3 epoch (loss 0.6305):  32%|███▏      | 5103/16050 [55:59<1:35:53,  1.90it/s]
Training 1/3 epoch (loss 0.6305):  32%|███▏      | 5104/16050 [55:59<1:35:06,  1.92it/s]
Training 1/3 epoch (loss 0.1465):  32%|███▏      | 5104/16050 [55:59<1:35:06,  1.92it/s]
Training 1/3 epoch (loss 0.1465):  32%|███▏      | 5105/16050 [55:59<1:33:04,  1.96it/s]
Training 1/3 epoch (loss 0.3478):  32%|███▏      | 5105/16050 [56:00<1:33:04,  1.96it/s]
Training 1/3 epoch (loss 0.3478):  32%|███▏      | 5106/16050 [56:00<1:38:37,  1.85it/s]
Training 1/3 epoch (loss 0.0327):  32%|███▏      | 5106/16050 [56:00<1:38:37,  1.85it/s]
Training 1/3 epoch (loss 0.0327):  32%|███▏      | 5107/16050 [56:00<1:43:17,  1.77it/s]
Training 1/3 epoch (loss 0.0061):  32%|███▏      | 5107/16050 [56:01<1:43:17,  1.77it/s]
Training 1/3 epoch (loss 0.0061):  32%|███▏      | 5108/16050 [56:01<1:46:28,  1.71it/s]
Training 1/3 epoch (loss 0.1505):  32%|███▏      | 5108/16050 [56:01<1:46:28,  1.71it/s]
Training 1/3 epoch (loss 0.1505):  32%|███▏      | 5109/16050 [56:01<1:34:26,  1.93it/s]
Training 1/3 epoch (loss 0.5279):  32%|███▏      | 5109/16050 [56:02<1:34:26,  1.93it/s]
Training 1/3 epoch (loss 0.5279):  32%|███▏      | 5110/16050 [56:02<1:35:09,  1.92it/s]
Training 1/3 epoch (loss 0.0752):  32%|███▏      | 5110/16050 [56:03<1:35:09,  1.92it/s]
Training 1/3 epoch (loss 0.0752):  32%|███▏      | 5111/16050 [56:03<1:43:22,  1.76it/s]
Training 1/3 epoch (loss 0.0340):  32%|███▏      | 5111/16050 [56:03<1:43:22,  1.76it/s]
Training 1/3 epoch (loss 0.0340):  32%|███▏      | 5112/16050 [56:03<1:46:08,  1.72it/s]
Training 1/3 epoch (loss 0.0011):  32%|███▏      | 5112/16050 [56:04<1:46:08,  1.72it/s]
Training 1/3 epoch (loss 0.0011):  32%|███▏      | 5113/16050 [56:04<1:36:46,  1.88it/s]
Training 1/3 epoch (loss 0.1080):  32%|███▏      | 5113/16050 [56:04<1:36:46,  1.88it/s]
Training 1/3 epoch (loss 0.1080):  32%|███▏      | 5114/16050 [56:04<1:30:22,  2.02it/s]
Training 1/3 epoch (loss 0.2817):  32%|███▏      | 5114/16050 [56:05<1:30:22,  2.02it/s]
Training 1/3 epoch (loss 0.2817):  32%|███▏      | 5115/16050 [56:05<1:33:21,  1.95it/s]
Training 1/3 epoch (loss 0.1776):  32%|███▏      | 5115/16050 [56:05<1:33:21,  1.95it/s]
Training 1/3 epoch (loss 0.1776):  32%|███▏      | 5116/16050 [56:05<1:39:25,  1.83it/s]
Training 1/3 epoch (loss 0.6704):  32%|███▏      | 5116/16050 [56:06<1:39:25,  1.83it/s]
Training 1/3 epoch (loss 0.6704):  32%|███▏      | 5117/16050 [56:06<1:41:13,  1.80it/s]
Training 1/3 epoch (loss 0.0088):  32%|███▏      | 5117/16050 [56:06<1:41:13,  1.80it/s]
Training 1/3 epoch (loss 0.0088):  32%|███▏      | 5118/16050 [56:06<1:33:45,  1.94it/s]
Training 1/3 epoch (loss 0.0985):  32%|███▏      | 5118/16050 [56:07<1:33:45,  1.94it/s]
Training 1/3 epoch (loss 0.0985):  32%|███▏      | 5119/16050 [56:07<1:27:33,  2.08it/s]
Training 1/3 epoch (loss 0.0004):  32%|███▏      | 5119/16050 [56:07<1:27:33,  2.08it/s]
Training 1/3 epoch (loss 0.0004):  32%|███▏      | 5120/16050 [56:07<1:30:16,  2.02it/s]
Training 1/3 epoch (loss 0.1353):  32%|███▏      | 5120/16050 [56:08<1:30:16,  2.02it/s]
Training 1/3 epoch (loss 0.1353):  32%|███▏      | 5121/16050 [56:08<1:35:49,  1.90it/s]
Training 1/3 epoch (loss 0.4716):  32%|███▏      | 5121/16050 [56:08<1:35:49,  1.90it/s]
Training 1/3 epoch (loss 0.4716):  32%|███▏      | 5122/16050 [56:08<1:29:28,  2.04it/s]
Training 1/3 epoch (loss 0.3869):  32%|███▏      | 5122/16050 [56:08<1:29:28,  2.04it/s]
Training 1/3 epoch (loss 0.3869):  32%|███▏      | 5123/16050 [56:08<1:21:28,  2.24it/s]
Training 1/3 epoch (loss 0.3636):  32%|███▏      | 5123/16050 [56:09<1:21:28,  2.24it/s]
Training 1/3 epoch (loss 0.3636):  32%|███▏      | 5124/16050 [56:09<1:32:51,  1.96it/s]
Training 1/3 epoch (loss 0.0025):  32%|███▏      | 5124/16050 [56:10<1:32:51,  1.96it/s]
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Training 1/3 epoch (loss 0.0005):  32%|███▏      | 5125/16050 [56:10<1:29:03,  2.04it/s]
Training 1/3 epoch (loss 0.0005):  32%|███▏      | 5126/16050 [56:10<1:23:52,  2.17it/s]
Training 1/3 epoch (loss 0.0188):  32%|███▏      | 5126/16050 [56:10<1:23:52,  2.17it/s]
Training 1/3 epoch (loss 0.0188):  32%|███▏      | 5127/16050 [56:10<1:28:06,  2.07it/s]
Training 1/3 epoch (loss 0.0012):  32%|███▏      | 5127/16050 [56:11<1:28:06,  2.07it/s]
Training 1/3 epoch (loss 0.0012):  32%|███▏      | 5128/16050 [56:11<1:48:45,  1.67it/s]
Training 1/3 epoch (loss 0.0012):  32%|███▏      | 5128/16050 [56:12<1:48:45,  1.67it/s]
Training 1/3 epoch (loss 0.0012):  32%|███▏      | 5129/16050 [56:12<1:41:21,  1.80it/s]
Training 1/3 epoch (loss 0.0069):  32%|███▏      | 5129/16050 [56:12<1:41:21,  1.80it/s]
Training 1/3 epoch (loss 0.0069):  32%|███▏      | 5130/16050 [56:12<1:44:23,  1.74it/s]
Training 1/3 epoch (loss 0.0015):  32%|███▏      | 5130/16050 [56:13<1:44:23,  1.74it/s]
Training 1/3 epoch (loss 0.0015):  32%|███▏      | 5131/16050 [56:13<1:41:48,  1.79it/s]
Training 1/3 epoch (loss 0.6296):  32%|███▏      | 5131/16050 [56:13<1:41:48,  1.79it/s]
Training 1/3 epoch (loss 0.6296):  32%|███▏      | 5132/16050 [56:13<1:30:34,  2.01it/s]
Training 1/3 epoch (loss 0.1131):  32%|███▏      | 5132/16050 [56:14<1:30:34,  2.01it/s]
Training 1/3 epoch (loss 0.1131):  32%|███▏      | 5133/16050 [56:14<1:25:48,  2.12it/s]
Training 1/3 epoch (loss 0.4706):  32%|███▏      | 5133/16050 [56:14<1:25:48,  2.12it/s]
Training 1/3 epoch (loss 0.4706):  32%|███▏      | 5134/16050 [56:14<1:19:23,  2.29it/s]
Training 1/3 epoch (loss 0.4073):  32%|███▏      | 5134/16050 [56:15<1:19:23,  2.29it/s]
Training 1/3 epoch (loss 0.4073):  32%|███▏      | 5135/16050 [56:15<1:30:29,  2.01it/s]
Training 1/3 epoch (loss 0.0001):  32%|███▏      | 5135/16050 [56:15<1:30:29,  2.01it/s]
Training 1/3 epoch (loss 0.0001):  32%|███▏      | 5136/16050 [56:15<1:37:06,  1.87it/s]
Training 1/3 epoch (loss 0.0072):  32%|███▏      | 5136/16050 [56:16<1:37:06,  1.87it/s]
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Training 1/3 epoch (loss 0.0025):  32%|███▏      | 5142/16050 [56:20<2:00:35,  1.51it/s]
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Training 1/3 epoch (loss 0.2643):  32%|███▏      | 5146/16050 [56:24<1:40:51,  1.80it/s]
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Training 1/3 epoch (loss 0.0951):  32%|███▏      | 5147/16050 [56:24<3:18:37,  1.09s/it]
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Training 1/3 epoch (loss 0.4320):  32%|███▏      | 5148/16050 [56:26<2:44:31,  1.10it/s]
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Training 1/3 epoch (loss 0.0964):  32%|███▏      | 5149/16050 [56:27<4:04:29,  1.35s/it]
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Training 1/3 epoch (loss 0.0042):  32%|███▏      | 5150/16050 [56:28<3:28:26,  1.15s/it]
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Training 1/3 epoch (loss 0.1828):  32%|███▏      | 5151/16050 [56:28<2:59:43,  1.01it/s]
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Training 1/3 epoch (loss 0.3915):  32%|███▏      | 5152/16050 [56:29<2:40:27,  1.13it/s]
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Training 1/3 epoch (loss 0.0173):  32%|███▏      | 5153/16050 [56:29<2:25:38,  1.25it/s]
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Training 1/3 epoch (loss 0.0006):  32%|███▏      | 5154/16050 [56:30<2:14:06,  1.35it/s]
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Training 1/3 epoch (loss 0.0337):  32%|███▏      | 5155/16050 [56:31<2:07:45,  1.42it/s]
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Training 1/3 epoch (loss 0.0169):  32%|███▏      | 5156/16050 [56:31<1:51:36,  1.63it/s]
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Training 1/3 epoch (loss 0.4414):  32%|███▏      | 5158/16050 [56:34<3:14:02,  1.07s/it]
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Training 1/3 epoch (loss 0.1400):  32%|███▏      | 5159/16050 [56:34<2:38:22,  1.15it/s]
Training 1/3 epoch (loss 0.1400):  32%|███▏      | 5160/16050 [56:34<2:24:07,  1.26it/s]
Training 1/3 epoch (loss 0.0083):  32%|███▏      | 5160/16050 [56:35<2:24:07,  1.26it/s]
Training 1/3 epoch (loss 0.0083):  32%|███▏      | 5161/16050 [56:35<2:24:46,  1.25it/s]
Training 1/3 epoch (loss 0.4199):  32%|███▏      | 5161/16050 [56:36<2:24:46,  1.25it/s]
Training 1/3 epoch (loss 0.4199):  32%|███▏      | 5162/16050 [56:36<2:08:18,  1.41it/s]
Training 1/3 epoch (loss 0.0640):  32%|███▏      | 5162/16050 [56:36<2:08:18,  1.41it/s]
Training 1/3 epoch (loss 0.0640):  32%|███▏      | 5163/16050 [56:36<2:06:42,  1.43it/s]
Training 1/3 epoch (loss 0.8378):  32%|███▏      | 5163/16050 [56:37<2:06:42,  1.43it/s]
Training 1/3 epoch (loss 0.8378):  32%|███▏      | 5164/16050 [56:37<1:51:33,  1.63it/s]
Training 1/3 epoch (loss 0.2107):  32%|███▏      | 5164/16050 [56:37<1:51:33,  1.63it/s]
Training 1/3 epoch (loss 0.2107):  32%|███▏      | 5165/16050 [56:37<1:40:47,  1.80it/s]
Training 1/3 epoch (loss 0.0029):  32%|███▏      | 5165/16050 [56:38<1:40:47,  1.80it/s]
Training 1/3 epoch (loss 0.0029):  32%|███▏      | 5166/16050 [56:38<1:35:07,  1.91it/s]
Training 1/3 epoch (loss 0.4254):  32%|███▏      | 5166/16050 [56:38<1:35:07,  1.91it/s]
Training 1/3 epoch (loss 0.4254):  32%|███▏      | 5167/16050 [56:38<1:29:00,  2.04it/s]
Training 1/3 epoch (loss 0.0396):  32%|███▏      | 5167/16050 [56:39<1:29:00,  2.04it/s]
Training 1/3 epoch (loss 0.0396):  32%|███▏      | 5168/16050 [56:39<1:36:17,  1.88it/s]
Training 1/3 epoch (loss 0.0196):  32%|███▏      | 5168/16050 [56:39<1:36:17,  1.88it/s]
Training 1/3 epoch (loss 0.0196):  32%|███▏      | 5169/16050 [56:39<1:57:54,  1.54it/s]
Training 1/3 epoch (loss 0.5208):  32%|███▏      | 5169/16050 [56:40<1:57:54,  1.54it/s]
Training 1/3 epoch (loss 0.5208):  32%|███▏      | 5170/16050 [56:40<1:56:43,  1.55it/s]
Training 1/3 epoch (loss 0.3675):  32%|███▏      | 5170/16050 [56:41<1:56:43,  1.55it/s]
Training 1/3 epoch (loss 0.3675):  32%|███▏      | 5171/16050 [56:41<1:51:35,  1.62it/s]
Training 1/3 epoch (loss 0.0006):  32%|███▏      | 5171/16050 [56:41<1:51:35,  1.62it/s]
Training 1/3 epoch (loss 0.0006):  32%|███▏      | 5172/16050 [56:41<1:47:22,  1.69it/s]
Training 1/3 epoch (loss 0.3251):  32%|███▏      | 5172/16050 [56:42<1:47:22,  1.69it/s]
Training 1/3 epoch (loss 0.3251):  32%|███▏      | 5173/16050 [56:42<1:34:23,  1.92it/s]
Training 1/3 epoch (loss 0.0008):  32%|███▏      | 5173/16050 [56:42<1:34:23,  1.92it/s]
Training 1/3 epoch (loss 0.0008):  32%|███▏      | 5174/16050 [56:42<1:33:32,  1.94it/s]
Training 1/3 epoch (loss 0.1610):  32%|███▏      | 5174/16050 [56:43<1:33:32,  1.94it/s]
Training 1/3 epoch (loss 0.1610):  32%|███▏      | 5175/16050 [56:43<1:35:36,  1.90it/s]
Training 1/3 epoch (loss 0.3640):  32%|███▏      | 5175/16050 [56:44<1:35:36,  1.90it/s]
Training 1/3 epoch (loss 0.3640):  32%|███▏      | 5176/16050 [56:44<2:04:47,  1.45it/s]
Training 1/3 epoch (loss 0.3362):  32%|███▏      | 5176/16050 [56:44<2:04:47,  1.45it/s]
Training 1/3 epoch (loss 0.3362):  32%|███▏      | 5177/16050 [56:44<1:50:31,  1.64it/s]
Training 1/3 epoch (loss 0.0463):  32%|███▏      | 5177/16050 [56:45<1:50:31,  1.64it/s]
Training 1/3 epoch (loss 0.0463):  32%|███▏      | 5178/16050 [56:45<1:45:51,  1.71it/s]
Training 1/3 epoch (loss 0.1806):  32%|███▏      | 5178/16050 [56:45<1:45:51,  1.71it/s]
Training 1/3 epoch (loss 0.1806):  32%|███▏      | 5179/16050 [56:45<1:41:23,  1.79it/s]
Training 1/3 epoch (loss 0.0019):  32%|███▏      | 5179/16050 [56:46<1:41:23,  1.79it/s]
Training 1/3 epoch (loss 0.0019):  32%|███▏      | 5180/16050 [56:46<1:38:45,  1.83it/s]
Training 1/3 epoch (loss 0.0072):  32%|███▏      | 5180/16050 [56:46<1:38:45,  1.83it/s]
Training 1/3 epoch (loss 0.0072):  32%|███▏      | 5181/16050 [56:46<1:37:56,  1.85it/s]
Training 1/3 epoch (loss 0.0023):  32%|███▏      | 5181/16050 [56:47<1:37:56,  1.85it/s]
Training 1/3 epoch (loss 0.0023):  32%|███▏      | 5182/16050 [56:47<1:30:39,  2.00it/s]
Training 1/3 epoch (loss 0.5473):  32%|███▏      | 5182/16050 [56:47<1:30:39,  2.00it/s]
Training 1/3 epoch (loss 0.5473):  32%|███▏      | 5183/16050 [56:47<1:32:37,  1.96it/s]
Training 1/3 epoch (loss 0.5058):  32%|███▏      | 5183/16050 [56:48<1:32:37,  1.96it/s]
Training 1/3 epoch (loss 0.5058):  32%|███▏      | 5184/16050 [56:48<1:34:31,  1.92it/s]
Training 1/3 epoch (loss 0.1118):  32%|███▏      | 5184/16050 [56:48<1:34:31,  1.92it/s]
Training 1/3 epoch (loss 0.1118):  32%|███▏      | 5185/16050 [56:48<1:33:31,  1.94it/s]
Training 1/3 epoch (loss 0.3044):  32%|███▏      | 5185/16050 [56:49<1:33:31,  1.94it/s]
Training 1/3 epoch (loss 0.3044):  32%|███▏      | 5186/16050 [56:49<1:34:49,  1.91it/s]
Training 1/3 epoch (loss 0.2591):  32%|███▏      | 5186/16050 [56:49<1:34:49,  1.91it/s]
Training 1/3 epoch (loss 0.2591):  32%|███▏      | 5187/16050 [56:49<1:25:04,  2.13it/s]
Training 1/3 epoch (loss 0.0403):  32%|███▏      | 5187/16050 [56:50<1:25:04,  2.13it/s]
Training 1/3 epoch (loss 0.0403):  32%|███▏      | 5188/16050 [56:50<1:37:54,  1.85it/s]
Training 1/3 epoch (loss 0.0963):  32%|███▏      | 5188/16050 [56:50<1:37:54,  1.85it/s]
Training 1/3 epoch (loss 0.0963):  32%|███▏      | 5189/16050 [56:50<1:42:14,  1.77it/s]
Training 1/3 epoch (loss 0.0016):  32%|███▏      | 5189/16050 [56:51<1:42:14,  1.77it/s]
Training 1/3 epoch (loss 0.0016):  32%|███▏      | 5190/16050 [56:51<1:33:21,  1.94it/s]
Training 1/3 epoch (loss 0.3755):  32%|███▏      | 5190/16050 [56:51<1:33:21,  1.94it/s]
Training 1/3 epoch (loss 0.3755):  32%|███▏      | 5191/16050 [56:51<1:37:18,  1.86it/s]
Training 1/3 epoch (loss 0.0709):  32%|███▏      | 5191/16050 [56:52<1:37:18,  1.86it/s]
Training 1/3 epoch (loss 0.0709):  32%|███▏      | 5192/16050 [56:52<1:47:02,  1.69it/s]
Training 1/3 epoch (loss 0.0454):  32%|███▏      | 5192/16050 [56:53<1:47:02,  1.69it/s]
Training 1/3 epoch (loss 0.0454):  32%|███▏      | 5193/16050 [56:53<1:45:03,  1.72it/s]
Training 1/3 epoch (loss 0.4300):  32%|███▏      | 5193/16050 [56:53<1:45:03,  1.72it/s]
Training 1/3 epoch (loss 0.4300):  32%|███▏      | 5194/16050 [56:53<1:42:12,  1.77it/s]
Training 1/3 epoch (loss 0.3844):  32%|███▏      | 5194/16050 [56:54<1:42:12,  1.77it/s]
Training 1/3 epoch (loss 0.3844):  32%|███▏      | 5195/16050 [56:54<1:37:18,  1.86it/s]
Training 1/3 epoch (loss 1.1224):  32%|███▏      | 5195/16050 [56:54<1:37:18,  1.86it/s]
Training 1/3 epoch (loss 1.1224):  32%|███▏      | 5196/16050 [56:54<1:24:54,  2.13it/s]
Training 1/3 epoch (loss 0.0570):  32%|███▏      | 5196/16050 [56:55<1:24:54,  2.13it/s]
Training 1/3 epoch (loss 0.0570):  32%|███▏      | 5197/16050 [56:55<1:33:59,  1.92it/s]
Training 1/3 epoch (loss 0.5380):  32%|███▏      | 5197/16050 [56:55<1:33:59,  1.92it/s]
Training 1/3 epoch (loss 0.5380):  32%|███▏      | 5198/16050 [56:55<1:22:34,  2.19it/s]
Training 1/3 epoch (loss 0.0180):  32%|███▏      | 5198/16050 [56:55<1:22:34,  2.19it/s]
Training 1/3 epoch (loss 0.0180):  32%|███▏      | 5199/16050 [56:55<1:22:59,  2.18it/s]
Training 1/3 epoch (loss 0.0124):  32%|███▏      | 5199/16050 [56:56<1:22:59,  2.18it/s]
Training 1/3 epoch (loss 0.0124):  32%|███▏      | 5200/16050 [56:56<1:29:55,  2.01it/s]
Training 1/3 epoch (loss 0.0026):  32%|███▏      | 5200/16050 [56:57<1:29:55,  2.01it/s]
Training 1/3 epoch (loss 0.0026):  32%|███▏      | 5201/16050 [56:57<1:43:59,  1.74it/s]
Training 1/3 epoch (loss 0.0406):  32%|███▏      | 5201/16050 [56:57<1:43:59,  1.74it/s]
Training 1/3 epoch (loss 0.0406):  32%|███▏      | 5202/16050 [56:57<1:47:39,  1.68it/s]
Training 1/3 epoch (loss 0.0170):  32%|███▏      | 5202/16050 [56:58<1:47:39,  1.68it/s]
Training 1/3 epoch (loss 0.0170):  32%|███▏      | 5203/16050 [56:58<1:53:16,  1.60it/s]
Training 1/3 epoch (loss 0.3337):  32%|███▏      | 5203/16050 [56:59<1:53:16,  1.60it/s]
Training 1/3 epoch (loss 0.3337):  32%|███▏      | 5204/16050 [56:59<1:46:21,  1.70it/s]
Training 1/3 epoch (loss 0.0878):  32%|███▏      | 5204/16050 [56:59<1:46:21,  1.70it/s]
Training 1/3 epoch (loss 0.0878):  32%|███▏      | 5205/16050 [56:59<1:42:38,  1.76it/s]
Training 1/3 epoch (loss 0.0720):  32%|███▏      | 5205/16050 [56:59<1:42:38,  1.76it/s]
Training 1/3 epoch (loss 0.0720):  32%|███▏      | 5206/16050 [56:59<1:33:15,  1.94it/s]
Training 1/3 epoch (loss 0.3835):  32%|███▏      | 5206/16050 [57:00<1:33:15,  1.94it/s]
Training 1/3 epoch (loss 0.3835):  32%|███▏      | 5207/16050 [57:00<1:29:35,  2.02it/s]
Training 1/3 epoch (loss 0.1081):  32%|███▏      | 5207/16050 [57:01<1:29:35,  2.02it/s]
Training 1/3 epoch (loss 0.1081):  32%|███▏      | 5208/16050 [57:01<1:40:08,  1.80it/s]
Training 1/3 epoch (loss 0.0108):  32%|███▏      | 5208/16050 [57:01<1:40:08,  1.80it/s]
Training 1/3 epoch (loss 0.0108):  32%|███▏      | 5209/16050 [57:01<1:38:42,  1.83it/s]
Training 1/3 epoch (loss 0.0189):  32%|███▏      | 5209/16050 [57:01<1:38:42,  1.83it/s]
Training 1/3 epoch (loss 0.0189):  32%|███▏      | 5210/16050 [57:01<1:29:01,  2.03it/s]
Training 1/3 epoch (loss 0.0410):  32%|███▏      | 5210/16050 [57:02<1:29:01,  2.03it/s]
Training 1/3 epoch (loss 0.0410):  32%|███▏      | 5211/16050 [57:02<1:35:54,  1.88it/s]
Training 1/3 epoch (loss 0.0256):  32%|███▏      | 5211/16050 [57:03<1:35:54,  1.88it/s]
Training 1/3 epoch (loss 0.0256):  32%|███▏      | 5212/16050 [57:03<1:36:37,  1.87it/s]
Training 1/3 epoch (loss 0.0010):  32%|███▏      | 5212/16050 [57:03<1:36:37,  1.87it/s]
Training 1/3 epoch (loss 0.0010):  32%|███▏      | 5213/16050 [57:03<1:26:38,  2.08it/s]
Training 1/3 epoch (loss 0.0059):  32%|███▏      | 5213/16050 [57:04<1:26:38,  2.08it/s]
Training 1/3 epoch (loss 0.0059):  32%|███▏      | 5214/16050 [57:04<1:29:57,  2.01it/s]
Training 1/3 epoch (loss 0.8314):  32%|███▏      | 5214/16050 [57:04<1:29:57,  2.01it/s]
Training 1/3 epoch (loss 0.8314):  32%|███▏      | 5215/16050 [57:04<1:24:50,  2.13it/s]
Training 1/3 epoch (loss 0.1817):  32%|███▏      | 5215/16050 [57:04<1:24:50,  2.13it/s]
Training 1/3 epoch (loss 0.1817):  32%|███▏      | 5216/16050 [57:04<1:21:42,  2.21it/s]
Training 1/3 epoch (loss 0.0823):  32%|███▏      | 5216/16050 [57:05<1:21:42,  2.21it/s]
Training 1/3 epoch (loss 0.0823):  33%|███▎      | 5217/16050 [57:05<1:31:05,  1.98it/s]
Training 1/3 epoch (loss 0.0610):  33%|███▎      | 5217/16050 [57:06<1:31:05,  1.98it/s]
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Training 1/3 epoch (loss 0.4173):  33%|███▎      | 5218/16050 [57:06<1:36:08,  1.88it/s]
Training 1/3 epoch (loss 0.4173):  33%|███▎      | 5219/16050 [57:06<1:29:17,  2.02it/s]
Training 1/3 epoch (loss 0.1122):  33%|███▎      | 5219/16050 [57:07<1:29:17,  2.02it/s]
Training 1/3 epoch (loss 0.1122):  33%|███▎      | 5220/16050 [57:07<1:37:22,  1.85it/s]
Training 1/3 epoch (loss 0.1857):  33%|███▎      | 5220/16050 [57:07<1:37:22,  1.85it/s]
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Training 1/3 epoch (loss 0.0004):  33%|███▎      | 5221/16050 [57:08<1:42:12,  1.77it/s]
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Training 1/3 epoch (loss 0.0610):  33%|███▎      | 5222/16050 [57:08<1:40:34,  1.79it/s]
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Training 1/3 epoch (loss 0.0224):  33%|███▎      | 5223/16050 [57:09<1:35:09,  1.90it/s]
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Training 1/3 epoch (loss 0.5891):  33%|███▎      | 5224/16050 [57:09<1:26:17,  2.09it/s]
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Training 1/3 epoch (loss 0.5589):  33%|███▎      | 5225/16050 [57:10<1:32:19,  1.95it/s]
Training 1/3 epoch (loss 0.5589):  33%|███▎      | 5226/16050 [57:10<1:34:21,  1.91it/s]
Training 1/3 epoch (loss 0.0362):  33%|███▎      | 5226/16050 [57:10<1:34:21,  1.91it/s]
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Training 1/3 epoch (loss 0.0134):  33%|███▎      | 5227/16050 [57:11<1:27:51,  2.05it/s]
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Training 1/3 epoch (loss 0.4374):  33%|███▎      | 5228/16050 [57:11<1:30:43,  1.99it/s]
Training 1/3 epoch (loss 0.4374):  33%|███▎      | 5229/16050 [57:11<1:30:29,  1.99it/s]
Training 1/3 epoch (loss 0.0004):  33%|███▎      | 5229/16050 [57:12<1:30:29,  1.99it/s]
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Training 1/3 epoch (loss 0.0718):  33%|███▎      | 5230/16050 [57:12<1:28:44,  2.03it/s]
Training 1/3 epoch (loss 0.0718):  33%|███▎      | 5231/16050 [57:12<1:35:25,  1.89it/s]
Training 1/3 epoch (loss 0.0061):  33%|███▎      | 5231/16050 [57:13<1:35:25,  1.89it/s]
Training 1/3 epoch (loss 0.0061):  33%|███▎      | 5232/16050 [57:13<1:51:47,  1.61it/s]
Training 1/3 epoch (loss 0.4002):  33%|███▎      | 5232/16050 [57:14<1:51:47,  1.61it/s]
Training 1/3 epoch (loss 0.4002):  33%|███▎      | 5233/16050 [57:14<1:40:40,  1.79it/s]
Training 1/3 epoch (loss 0.1767):  33%|███▎      | 5233/16050 [57:14<1:40:40,  1.79it/s]
Training 1/3 epoch (loss 0.1767):  33%|███▎      | 5234/16050 [57:14<1:32:50,  1.94it/s]
Training 1/3 epoch (loss 0.6181):  33%|███▎      | 5234/16050 [57:14<1:32:50,  1.94it/s]
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Training 1/3 epoch (loss 0.0048):  33%|███▎      | 5235/16050 [57:15<1:30:29,  1.99it/s]
Training 1/3 epoch (loss 0.0048):  33%|███▎      | 5236/16050 [57:15<1:46:34,  1.69it/s]
Training 1/3 epoch (loss 0.0002):  33%|███▎      | 5236/16050 [57:16<1:46:34,  1.69it/s]
Training 1/3 epoch (loss 0.0002):  33%|███▎      | 5237/16050 [57:16<1:40:17,  1.80it/s]
Training 1/3 epoch (loss 0.0015):  33%|███▎      | 5237/16050 [57:16<1:40:17,  1.80it/s]
Training 1/3 epoch (loss 0.0015):  33%|███▎      | 5238/16050 [57:16<1:35:15,  1.89it/s]
Training 1/3 epoch (loss 0.1966):  33%|███▎      | 5238/16050 [57:17<1:35:15,  1.89it/s]
Training 1/3 epoch (loss 0.1966):  33%|███▎      | 5239/16050 [57:17<1:44:38,  1.72it/s]
Training 1/3 epoch (loss 0.0038):  33%|███▎      | 5239/16050 [57:18<1:44:38,  1.72it/s]
Training 1/3 epoch (loss 0.0038):  33%|███▎      | 5240/16050 [57:18<1:50:26,  1.63it/s]
Training 1/3 epoch (loss 0.0202):  33%|███▎      | 5240/16050 [57:18<1:50:26,  1.63it/s]
Training 1/3 epoch (loss 0.0202):  33%|███▎      | 5241/16050 [57:18<1:53:33,  1.59it/s]
Training 1/3 epoch (loss 0.5093):  33%|███▎      | 5241/16050 [57:19<1:53:33,  1.59it/s]
Training 1/3 epoch (loss 0.5093):  33%|███▎      | 5242/16050 [57:19<1:36:51,  1.86it/s]
Training 1/3 epoch (loss 0.0010):  33%|███▎      | 5242/16050 [57:19<1:36:51,  1.86it/s]
Training 1/3 epoch (loss 0.0010):  33%|███▎      | 5243/16050 [57:19<1:42:12,  1.76it/s]
Training 1/3 epoch (loss 0.4115):  33%|███▎      | 5243/16050 [57:20<1:42:12,  1.76it/s]
Training 1/3 epoch (loss 0.4115):  33%|███▎      | 5244/16050 [57:20<1:36:16,  1.87it/s]
Training 1/3 epoch (loss 0.2698):  33%|███▎      | 5244/16050 [57:20<1:36:16,  1.87it/s]
Training 1/3 epoch (loss 0.2698):  33%|███▎      | 5245/16050 [57:20<1:44:32,  1.72it/s]
Training 1/3 epoch (loss 0.1783):  33%|███▎      | 5245/16050 [57:21<1:44:32,  1.72it/s]
Training 1/3 epoch (loss 0.1783):  33%|███▎      | 5246/16050 [57:21<1:59:01,  1.51it/s]
Training 1/3 epoch (loss 0.5352):  33%|███▎      | 5246/16050 [57:22<1:59:01,  1.51it/s]
Training 1/3 epoch (loss 0.5352):  33%|███▎      | 5247/16050 [57:22<1:44:31,  1.72it/s]
Training 1/3 epoch (loss 0.0039):  33%|███▎      | 5247/16050 [57:22<1:44:31,  1.72it/s]
Training 1/3 epoch (loss 0.0039):  33%|███▎      | 5248/16050 [57:22<1:42:30,  1.76it/s]
Training 1/3 epoch (loss 0.0079):  33%|███▎      | 5248/16050 [57:23<1:42:30,  1.76it/s]
Training 1/3 epoch (loss 0.0079):  33%|███▎      | 5249/16050 [57:23<1:38:54,  1.82it/s]
Training 1/3 epoch (loss 0.0002):  33%|███▎      | 5249/16050 [57:23<1:38:54,  1.82it/s]
Training 1/3 epoch (loss 0.0002):  33%|███▎      | 5250/16050 [57:23<1:33:22,  1.93it/s]
Training 1/3 epoch (loss 0.3177):  33%|███▎      | 5250/16050 [57:23<1:33:22,  1.93it/s]
Training 1/3 epoch (loss 0.3177):  33%|███▎      | 5251/16050 [57:23<1:27:38,  2.05it/s]
Training 1/3 epoch (loss 0.0192):  33%|███▎      | 5251/16050 [57:24<1:27:38,  2.05it/s]
Training 1/3 epoch (loss 0.0192):  33%|███▎      | 5252/16050 [57:24<1:37:34,  1.84it/s]
Training 1/3 epoch (loss 0.0342):  33%|███▎      | 5252/16050 [57:25<1:37:34,  1.84it/s]
Training 1/3 epoch (loss 0.0342):  33%|███▎      | 5253/16050 [57:25<1:37:11,  1.85it/s]
Training 1/3 epoch (loss 0.0525):  33%|███▎      | 5253/16050 [57:25<1:37:11,  1.85it/s]
Training 1/3 epoch (loss 0.0525):  33%|███▎      | 5254/16050 [57:25<1:45:04,  1.71it/s]
Training 1/3 epoch (loss 0.0005):  33%|███▎      | 5254/16050 [57:26<1:45:04,  1.71it/s]
Training 1/3 epoch (loss 0.0005):  33%|███▎      | 5255/16050 [57:26<1:46:57,  1.68it/s]
Training 1/3 epoch (loss 0.0004):  33%|███▎      | 5255/16050 [57:27<1:46:57,  1.68it/s]
Training 1/3 epoch (loss 0.0004):  33%|███▎      | 5256/16050 [57:27<1:48:35,  1.66it/s]
Training 1/3 epoch (loss 0.0642):  33%|███▎      | 5256/16050 [57:27<1:48:35,  1.66it/s]
Training 1/3 epoch (loss 0.0642):  33%|███▎      | 5257/16050 [57:27<1:52:41,  1.60it/s]
Training 1/3 epoch (loss 0.0082):  33%|███▎      | 5257/16050 [57:28<1:52:41,  1.60it/s]
Training 1/3 epoch (loss 0.0082):  33%|███▎      | 5258/16050 [57:28<1:54:42,  1.57it/s]
Training 1/3 epoch (loss 0.5097):  33%|███▎      | 5258/16050 [57:28<1:54:42,  1.57it/s]
Training 1/3 epoch (loss 0.5097):  33%|███▎      | 5259/16050 [57:28<1:39:12,  1.81it/s]
Training 1/3 epoch (loss 0.0229):  33%|███▎      | 5259/16050 [57:29<1:39:12,  1.81it/s]
Training 1/3 epoch (loss 0.0229):  33%|███▎      | 5260/16050 [57:29<1:39:11,  1.81it/s]
Training 1/3 epoch (loss 0.5290):  33%|███▎      | 5260/16050 [57:29<1:39:11,  1.81it/s]
Training 1/3 epoch (loss 0.5290):  33%|███▎      | 5261/16050 [57:29<1:34:43,  1.90it/s]
Training 1/3 epoch (loss 0.0006):  33%|███▎      | 5261/16050 [57:30<1:34:43,  1.90it/s]
Training 1/3 epoch (loss 0.0006):  33%|███▎      | 5262/16050 [57:30<1:35:24,  1.88it/s]
Training 1/3 epoch (loss 0.3452):  33%|███▎      | 5262/16050 [57:31<1:35:24,  1.88it/s]
Training 1/3 epoch (loss 0.3452):  33%|███▎      | 5263/16050 [57:31<1:44:37,  1.72it/s]
Training 1/3 epoch (loss 0.0555):  33%|███▎      | 5263/16050 [57:31<1:44:37,  1.72it/s]
Training 1/3 epoch (loss 0.0555):  33%|███▎      | 5264/16050 [57:31<1:41:41,  1.77it/s]
Training 1/3 epoch (loss 0.6124):  33%|███▎      | 5264/16050 [57:31<1:41:41,  1.77it/s]
Training 1/3 epoch (loss 0.6124):  33%|███▎      | 5265/16050 [57:31<1:30:17,  1.99it/s]
Training 1/3 epoch (loss 0.0278):  33%|███▎      | 5265/16050 [57:32<1:30:17,  1.99it/s]
Training 1/3 epoch (loss 0.0278):  33%|███▎      | 5266/16050 [57:32<1:31:39,  1.96it/s]
Training 1/3 epoch (loss 0.0412):  33%|███▎      | 5266/16050 [57:32<1:31:39,  1.96it/s]
Training 1/3 epoch (loss 0.0412):  33%|███▎      | 5267/16050 [57:32<1:23:34,  2.15it/s]
Training 1/3 epoch (loss 0.0008):  33%|███▎      | 5267/16050 [57:33<1:23:34,  2.15it/s]
Training 1/3 epoch (loss 0.0008):  33%|███▎      | 5268/16050 [57:33<1:23:19,  2.16it/s]
Training 1/3 epoch (loss 0.0364):  33%|███▎      | 5268/16050 [57:34<1:23:19,  2.16it/s]
Training 1/3 epoch (loss 0.0364):  33%|███▎      | 5269/16050 [57:34<1:46:27,  1.69it/s]
Training 1/3 epoch (loss 0.0646):  33%|███▎      | 5269/16050 [57:34<1:46:27,  1.69it/s]
Training 1/3 epoch (loss 0.0646):  33%|███▎      | 5270/16050 [57:34<1:43:54,  1.73it/s]
Training 1/3 epoch (loss 0.0998):  33%|███▎      | 5270/16050 [57:35<1:43:54,  1.73it/s]
Training 1/3 epoch (loss 0.0998):  33%|███▎      | 5271/16050 [57:35<1:45:25,  1.70it/s]
Training 1/3 epoch (loss 0.0097):  33%|███▎      | 5271/16050 [57:35<1:45:25,  1.70it/s]
Training 1/3 epoch (loss 0.0097):  33%|███▎      | 5272/16050 [57:35<1:35:58,  1.87it/s]
Training 1/3 epoch (loss 0.4457):  33%|███▎      | 5272/16050 [57:36<1:35:58,  1.87it/s]
Training 1/3 epoch (loss 0.4457):  33%|███▎      | 5273/16050 [57:36<1:35:47,  1.88it/s]
Training 1/3 epoch (loss 0.0356):  33%|███▎      | 5273/16050 [57:36<1:35:47,  1.88it/s]
Training 1/3 epoch (loss 0.0356):  33%|███▎      | 5274/16050 [57:36<1:40:37,  1.78it/s]
Training 1/3 epoch (loss 0.0146):  33%|███▎      | 5274/16050 [57:37<1:40:37,  1.78it/s]
Training 1/3 epoch (loss 0.0146):  33%|███▎      | 5275/16050 [57:37<1:44:25,  1.72it/s]
Training 1/3 epoch (loss 0.0255):  33%|███▎      | 5275/16050 [57:37<1:44:25,  1.72it/s]
Training 1/3 epoch (loss 0.0255):  33%|███▎      | 5276/16050 [57:37<1:34:56,  1.89it/s]
Training 1/3 epoch (loss 0.3849):  33%|███▎      | 5276/16050 [57:38<1:34:56,  1.89it/s]
Training 1/3 epoch (loss 0.3849):  33%|███▎      | 5277/16050 [57:38<1:31:07,  1.97it/s]
Training 1/3 epoch (loss 0.4405):  33%|███▎      | 5277/16050 [57:38<1:31:07,  1.97it/s]
Training 1/3 epoch (loss 0.4405):  33%|███▎      | 5278/16050 [57:38<1:25:48,  2.09it/s]
Training 1/3 epoch (loss 0.2444):  33%|███▎      | 5278/16050 [57:39<1:25:48,  2.09it/s]
Training 1/3 epoch (loss 0.2444):  33%|███▎      | 5279/16050 [57:39<1:20:45,  2.22it/s]
Training 1/3 epoch (loss 0.2983):  33%|███▎      | 5279/16050 [57:39<1:20:45,  2.22it/s]
Training 1/3 epoch (loss 0.2983):  33%|███▎      | 5280/16050 [57:39<1:19:55,  2.25it/s]
Training 1/3 epoch (loss 0.7026):  33%|███▎      | 5280/16050 [57:42<1:19:55,  2.25it/s]
Training 1/3 epoch (loss 0.7026):  33%|███▎      | 5281/16050 [57:42<3:05:49,  1.04s/it]
Training 1/3 epoch (loss 0.7922):  33%|███▎      | 5281/16050 [57:42<3:05:49,  1.04s/it]
Training 1/3 epoch (loss 0.7922):  33%|███▎      | 5282/16050 [57:42<2:45:13,  1.09it/s]
Training 1/3 epoch (loss 0.0349):  33%|███▎      | 5282/16050 [57:43<2:45:13,  1.09it/s]
Training 1/3 epoch (loss 0.0349):  33%|███▎      | 5283/16050 [57:43<2:25:30,  1.23it/s]
Training 1/3 epoch (loss 0.0647):  33%|███▎      | 5283/16050 [57:43<2:25:30,  1.23it/s]
Training 1/3 epoch (loss 0.0647):  33%|███▎      | 5284/16050 [57:43<2:00:06,  1.49it/s]
Training 1/3 epoch (loss 0.3376):  33%|███▎      | 5284/16050 [57:44<2:00:06,  1.49it/s]
Training 1/3 epoch (loss 0.3376):  33%|███▎      | 5285/16050 [57:44<1:46:10,  1.69it/s]
Training 1/3 epoch (loss 0.3070):  33%|███▎      | 5285/16050 [57:44<1:46:10,  1.69it/s]
Training 1/3 epoch (loss 0.3070):  33%|███▎      | 5286/16050 [57:44<1:45:50,  1.70it/s]
Training 1/3 epoch (loss 0.1830):  33%|███▎      | 5286/16050 [57:45<1:45:50,  1.70it/s]
Training 1/3 epoch (loss 0.1830):  33%|███▎      | 5287/16050 [57:45<1:48:30,  1.65it/s]
Training 1/3 epoch (loss 0.0090):  33%|███▎      | 5287/16050 [57:45<1:48:30,  1.65it/s]
Training 1/3 epoch (loss 0.0090):  33%|███▎      | 5288/16050 [57:45<1:41:35,  1.77it/s]
Training 1/3 epoch (loss 0.2487):  33%|███▎      | 5288/16050 [57:48<1:41:35,  1.77it/s]
Training 1/3 epoch (loss 0.2487):  33%|███▎      | 5289/16050 [57:48<3:17:55,  1.10s/it]
Training 1/3 epoch (loss 0.4966):  33%|███▎      | 5289/16050 [57:48<3:17:55,  1.10s/it]
Training 1/3 epoch (loss 0.4966):  33%|███▎      | 5290/16050 [57:48<2:41:05,  1.11it/s]
Training 1/3 epoch (loss 0.0344):  33%|███▎      | 5290/16050 [57:49<2:41:05,  1.11it/s]
Training 1/3 epoch (loss 0.0344):  33%|███▎      | 5291/16050 [57:49<2:29:45,  1.20it/s]
Training 1/3 epoch (loss 0.0193):  33%|███▎      | 5291/16050 [57:49<2:29:45,  1.20it/s]
Training 1/3 epoch (loss 0.0193):  33%|███▎      | 5292/16050 [57:49<2:26:27,  1.22it/s]
Training 1/3 epoch (loss 0.0581):  33%|███▎      | 5292/16050 [57:50<2:26:27,  1.22it/s]
Training 1/3 epoch (loss 0.0581):  33%|███▎      | 5293/16050 [57:50<2:02:27,  1.46it/s]
Training 1/3 epoch (loss 0.3749):  33%|███▎      | 5293/16050 [57:50<2:02:27,  1.46it/s]
Training 1/3 epoch (loss 0.3749):  33%|███▎      | 5294/16050 [57:50<1:54:14,  1.57it/s]
Training 1/3 epoch (loss 0.1156):  33%|███▎      | 5294/16050 [57:51<1:54:14,  1.57it/s]
Training 1/3 epoch (loss 0.1156):  33%|███▎      | 5295/16050 [57:51<1:51:48,  1.60it/s]
Training 1/3 epoch (loss 0.3357):  33%|███▎      | 5295/16050 [57:51<1:51:48,  1.60it/s]
Training 1/3 epoch (loss 0.3357):  33%|███▎      | 5296/16050 [57:51<1:42:52,  1.74it/s]
Training 1/3 epoch (loss 0.0243):  33%|███▎      | 5296/16050 [57:52<1:42:52,  1.74it/s]
Training 1/3 epoch (loss 0.0243):  33%|███▎      | 5297/16050 [57:52<1:35:36,  1.87it/s]
Training 1/3 epoch (loss 0.2107):  33%|███▎      | 5297/16050 [57:52<1:35:36,  1.87it/s]
Training 1/3 epoch (loss 0.2107):  33%|███▎      | 5298/16050 [57:52<1:28:40,  2.02it/s]
Training 1/3 epoch (loss 0.2948):  33%|███▎      | 5298/16050 [57:53<1:28:40,  2.02it/s]
Training 1/3 epoch (loss 0.2948):  33%|███▎      | 5299/16050 [57:53<1:31:54,  1.95it/s]
Training 1/3 epoch (loss 0.0173):  33%|███▎      | 5299/16050 [57:53<1:31:54,  1.95it/s]
Training 1/3 epoch (loss 0.0173):  33%|███▎      | 5300/16050 [57:53<1:25:40,  2.09it/s]
Training 1/3 epoch (loss 0.0901):  33%|███▎      | 5300/16050 [57:54<1:25:40,  2.09it/s]
Training 1/3 epoch (loss 0.0901):  33%|███▎      | 5301/16050 [57:54<1:29:54,  1.99it/s]
Training 1/3 epoch (loss 0.0486):  33%|███▎      | 5301/16050 [57:54<1:29:54,  1.99it/s]
Training 1/3 epoch (loss 0.0486):  33%|███▎      | 5302/16050 [57:54<1:28:45,  2.02it/s]
Training 1/3 epoch (loss 0.0004):  33%|███▎      | 5302/16050 [57:55<1:28:45,  2.02it/s]
Training 1/3 epoch (loss 0.0004):  33%|███▎      | 5303/16050 [57:55<1:35:16,  1.88it/s]
Training 1/3 epoch (loss 0.5276):  33%|███▎      | 5303/16050 [57:55<1:35:16,  1.88it/s]
Training 1/3 epoch (loss 0.5276):  33%|███▎      | 5304/16050 [57:55<1:39:49,  1.79it/s]
Training 1/3 epoch (loss 0.3296):  33%|███▎      | 5304/16050 [57:56<1:39:49,  1.79it/s]
Training 1/3 epoch (loss 0.3296):  33%|███▎      | 5305/16050 [57:56<1:33:46,  1.91it/s]
Training 1/3 epoch (loss 0.0067):  33%|███▎      | 5305/16050 [57:57<1:33:46,  1.91it/s]
Training 1/3 epoch (loss 0.0067):  33%|███▎      | 5306/16050 [57:57<1:54:55,  1.56it/s]
Training 1/3 epoch (loss 0.0002):  33%|███▎      | 5306/16050 [57:57<1:54:55,  1.56it/s]
Training 1/3 epoch (loss 0.0002):  33%|███▎      | 5307/16050 [57:57<1:38:30,  1.82it/s]
Training 1/3 epoch (loss 0.3142):  33%|███▎      | 5307/16050 [57:58<1:38:30,  1.82it/s]
Training 1/3 epoch (loss 0.3142):  33%|███▎      | 5308/16050 [57:58<1:38:17,  1.82it/s]
Training 1/3 epoch (loss 0.0834):  33%|███▎      | 5308/16050 [57:58<1:38:17,  1.82it/s]
Training 1/3 epoch (loss 0.0834):  33%|███▎      | 5309/16050 [57:58<1:33:48,  1.91it/s]
Training 1/3 epoch (loss 0.3468):  33%|███▎      | 5309/16050 [57:59<1:33:48,  1.91it/s]
Training 1/3 epoch (loss 0.3468):  33%|███▎      | 5310/16050 [57:59<1:23:08,  2.15it/s]
Training 1/3 epoch (loss 0.9791):  33%|███▎      | 5310/16050 [57:59<1:23:08,  2.15it/s]
Training 1/3 epoch (loss 0.9791):  33%|███▎      | 5311/16050 [57:59<1:14:42,  2.40it/s]
Training 1/3 epoch (loss 0.1430):  33%|███▎      | 5311/16050 [58:00<1:14:42,  2.40it/s]
Training 1/3 epoch (loss 0.1430):  33%|███▎      | 5312/16050 [58:00<1:35:29,  1.87it/s]
Training 1/3 epoch (loss 0.0346):  33%|███▎      | 5312/16050 [58:00<1:35:29,  1.87it/s]
Training 1/3 epoch (loss 0.0346):  33%|███▎      | 5313/16050 [58:00<1:42:15,  1.75it/s]
Training 1/3 epoch (loss 0.0541):  33%|███▎      | 5313/16050 [58:01<1:42:15,  1.75it/s]
Training 1/3 epoch (loss 0.0541):  33%|███▎      | 5314/16050 [58:01<1:41:13,  1.77it/s]
Training 1/3 epoch (loss 0.5152):  33%|███▎      | 5314/16050 [58:02<1:41:13,  1.77it/s]
Training 1/3 epoch (loss 0.5152):  33%|███▎      | 5315/16050 [58:02<1:59:44,  1.49it/s]
Training 1/3 epoch (loss 0.4377):  33%|███▎      | 5315/16050 [58:02<1:59:44,  1.49it/s]
Training 1/3 epoch (loss 0.4377):  33%|███▎      | 5316/16050 [58:02<1:46:36,  1.68it/s]
Training 1/3 epoch (loss 0.4270):  33%|███▎      | 5316/16050 [58:03<1:46:36,  1.68it/s]
Training 1/3 epoch (loss 0.4270):  33%|███▎      | 5317/16050 [58:03<1:33:48,  1.91it/s]
Training 1/3 epoch (loss 0.0028):  33%|███▎      | 5317/16050 [58:03<1:33:48,  1.91it/s]
Training 1/3 epoch (loss 0.0028):  33%|███▎      | 5318/16050 [58:03<1:35:04,  1.88it/s]
Training 1/3 epoch (loss 0.4826):  33%|███▎      | 5318/16050 [58:04<1:35:04,  1.88it/s]
Training 1/3 epoch (loss 0.4826):  33%|███▎      | 5319/16050 [58:04<1:34:39,  1.89it/s]
Training 1/3 epoch (loss 0.5477):  33%|███▎      | 5319/16050 [58:04<1:34:39,  1.89it/s]
Training 1/3 epoch (loss 0.5477):  33%|███▎      | 5320/16050 [58:04<1:35:09,  1.88it/s]
Training 1/3 epoch (loss 0.4287):  33%|███▎      | 5320/16050 [58:05<1:35:09,  1.88it/s]
Training 1/3 epoch (loss 0.4287):  33%|███▎      | 5321/16050 [58:05<1:38:01,  1.82it/s]
Training 1/3 epoch (loss 0.0027):  33%|███▎      | 5321/16050 [58:05<1:38:01,  1.82it/s]
Training 1/3 epoch (loss 0.0027):  33%|███▎      | 5322/16050 [58:05<1:37:04,  1.84it/s]
Training 1/3 epoch (loss 0.0176):  33%|███▎      | 5322/16050 [58:06<1:37:04,  1.84it/s]
Training 1/3 epoch (loss 0.0176):  33%|███▎      | 5323/16050 [58:06<1:39:21,  1.80it/s]
Training 1/3 epoch (loss 0.1466):  33%|███▎      | 5323/16050 [58:06<1:39:21,  1.80it/s]
Training 1/3 epoch (loss 0.1466):  33%|███▎      | 5324/16050 [58:06<1:42:23,  1.75it/s]
Training 1/3 epoch (loss 0.0038):  33%|███▎      | 5324/16050 [58:07<1:42:23,  1.75it/s]
Training 1/3 epoch (loss 0.0038):  33%|███▎      | 5325/16050 [58:07<1:39:48,  1.79it/s]
Training 1/3 epoch (loss 0.2179):  33%|███▎      | 5325/16050 [58:08<1:39:48,  1.79it/s]
Training 1/3 epoch (loss 0.2179):  33%|███▎      | 5326/16050 [58:08<1:47:31,  1.66it/s]
Training 1/3 epoch (loss 0.0071):  33%|███▎      | 5326/16050 [58:08<1:47:31,  1.66it/s]
Training 1/3 epoch (loss 0.0071):  33%|███▎      | 5327/16050 [58:08<1:45:15,  1.70it/s]
Training 1/3 epoch (loss 0.4157):  33%|███▎      | 5327/16050 [58:09<1:45:15,  1.70it/s]
Training 1/3 epoch (loss 0.4157):  33%|███▎      | 5328/16050 [58:09<1:32:54,  1.92it/s]
Training 1/3 epoch (loss 0.0094):  33%|███▎      | 5328/16050 [58:09<1:32:54,  1.92it/s]
Training 1/3 epoch (loss 0.0094):  33%|███▎      | 5329/16050 [58:09<1:24:31,  2.11it/s]
Training 1/3 epoch (loss 0.1075):  33%|███▎      | 5329/16050 [58:09<1:24:31,  2.11it/s]
Training 1/3 epoch (loss 0.1075):  33%|███▎      | 5330/16050 [58:09<1:23:19,  2.14it/s]
Training 1/3 epoch (loss 0.0712):  33%|███▎      | 5330/16050 [58:10<1:23:19,  2.14it/s]
Training 1/3 epoch (loss 0.0712):  33%|███▎      | 5331/16050 [58:10<1:33:09,  1.92it/s]
Training 1/3 epoch (loss 0.1503):  33%|███▎      | 5331/16050 [58:11<1:33:09,  1.92it/s]
Training 1/3 epoch (loss 0.1503):  33%|███▎      | 5332/16050 [58:11<1:34:10,  1.90it/s]
Training 1/3 epoch (loss 0.0164):  33%|███▎      | 5332/16050 [58:11<1:34:10,  1.90it/s]
Training 1/3 epoch (loss 0.0164):  33%|███▎      | 5333/16050 [58:11<1:27:57,  2.03it/s]
Training 1/3 epoch (loss 0.0359):  33%|███▎      | 5333/16050 [58:12<1:27:57,  2.03it/s]
Training 1/3 epoch (loss 0.0359):  33%|███▎      | 5334/16050 [58:12<1:34:48,  1.88it/s]
Training 1/3 epoch (loss 0.1439):  33%|███▎      | 5334/16050 [58:12<1:34:48,  1.88it/s]
Training 1/3 epoch (loss 0.1439):  33%|███▎      | 5335/16050 [58:12<1:31:27,  1.95it/s]
Training 1/3 epoch (loss 0.0232):  33%|███▎      | 5335/16050 [58:13<1:31:27,  1.95it/s]
Training 1/3 epoch (loss 0.0232):  33%|███▎      | 5336/16050 [58:13<1:53:43,  1.57it/s]
Training 1/3 epoch (loss 0.5500):  33%|███▎      | 5336/16050 [58:14<1:53:43,  1.57it/s]
Training 1/3 epoch (loss 0.5500):  33%|███▎      | 5337/16050 [58:14<1:46:09,  1.68it/s]
Training 1/3 epoch (loss 0.0496):  33%|███▎      | 5337/16050 [58:14<1:46:09,  1.68it/s]
Training 1/3 epoch (loss 0.0496):  33%|███▎      | 5338/16050 [58:14<1:33:12,  1.92it/s]
Training 1/3 epoch (loss 0.0177):  33%|███▎      | 5338/16050 [58:14<1:33:12,  1.92it/s]
Training 1/3 epoch (loss 0.0177):  33%|███▎      | 5339/16050 [58:14<1:36:40,  1.85it/s]
Training 1/3 epoch (loss 0.4564):  33%|███▎      | 5339/16050 [58:15<1:36:40,  1.85it/s]
Training 1/3 epoch (loss 0.4564):  33%|███▎      | 5340/16050 [58:15<1:32:08,  1.94it/s]
Training 1/3 epoch (loss 0.0006):  33%|███▎      | 5340/16050 [58:15<1:32:08,  1.94it/s]
Training 1/3 epoch (loss 0.0006):  33%|███▎      | 5341/16050 [58:15<1:23:50,  2.13it/s]
Training 1/3 epoch (loss 0.3414):  33%|███▎      | 5341/16050 [58:16<1:23:50,  2.13it/s]
Training 1/3 epoch (loss 0.3414):  33%|███▎      | 5342/16050 [58:16<1:30:21,  1.98it/s]
Training 1/3 epoch (loss 0.0272):  33%|███▎      | 5342/16050 [58:16<1:30:21,  1.98it/s]
Training 1/3 epoch (loss 0.0272):  33%|███▎      | 5343/16050 [58:16<1:22:45,  2.16it/s]
Training 1/3 epoch (loss 0.0524):  33%|███▎      | 5343/16050 [58:17<1:22:45,  2.16it/s]
Training 1/3 epoch (loss 0.0524):  33%|███▎      | 5344/16050 [58:17<1:30:06,  1.98it/s]
Training 1/3 epoch (loss 0.4506):  33%|███▎      | 5344/16050 [58:17<1:30:06,  1.98it/s]
Training 1/3 epoch (loss 0.4506):  33%|███▎      | 5345/16050 [58:17<1:21:48,  2.18it/s]
Training 1/3 epoch (loss 0.0158):  33%|███▎      | 5345/16050 [58:18<1:21:48,  2.18it/s]
Training 1/3 epoch (loss 0.0158):  33%|███▎      | 5346/16050 [58:18<1:24:31,  2.11it/s]
Training 1/3 epoch (loss 0.2009):  33%|███▎      | 5346/16050 [58:18<1:24:31,  2.11it/s]
Training 1/3 epoch (loss 0.2009):  33%|███▎      | 5347/16050 [58:18<1:20:18,  2.22it/s]
Training 1/3 epoch (loss 0.0002):  33%|███▎      | 5347/16050 [58:19<1:20:18,  2.22it/s]
Training 1/3 epoch (loss 0.0002):  33%|███▎      | 5348/16050 [58:19<1:25:46,  2.08it/s]
Training 1/3 epoch (loss 0.0123):  33%|███▎      | 5348/16050 [58:19<1:25:46,  2.08it/s]
Training 1/3 epoch (loss 0.0123):  33%|███▎      | 5349/16050 [58:19<1:26:28,  2.06it/s]
Training 1/3 epoch (loss 0.5525):  33%|███▎      | 5349/16050 [58:21<1:26:28,  2.06it/s]
Training 1/3 epoch (loss 0.5525):  33%|███▎      | 5350/16050 [58:21<3:06:01,  1.04s/it]
                                                                                        

Training 1/3 epoch (loss 0.5525):  33%|███▎      | 5350/16050 [58:21<3:06:01,  1.04s/it]
Training 2/3 epoch (loss 1.0988):  33%|███▎      | 5350/16050 [1:01:34<3:06:01,  1.04s/it]
Training 2/3 epoch (loss 1.0988):  33%|███▎      | 5351/16050 [1:01:34<174:14:00, 58.63s/it]
Training 2/3 epoch (loss 0.4137):  33%|███▎      | 5351/16050 [1:01:35<174:14:00, 58.63s/it]
Training 2/3 epoch (loss 0.4137):  33%|███▎      | 5352/16050 [1:01:35<122:17:40, 41.15s/it]
Training 2/3 epoch (loss 0.2605):  33%|███▎      | 5352/16050 [1:01:37<122:17:40, 41.15s/it]
Training 2/3 epoch (loss 0.2605):  33%|███▎      | 5353/16050 [1:01:37<87:41:35, 29.51s/it] 
Training 2/3 epoch (loss 0.3994):  33%|███▎      | 5353/16050 [1:01:38<87:41:35, 29.51s/it]
Training 2/3 epoch (loss 0.3994):  33%|███▎      | 5354/16050 [1:01:38<61:44:56, 20.78s/it]
Training 2/3 epoch (loss 0.3233):  33%|███▎      | 5354/16050 [1:01:38<61:44:56, 20.78s/it]
Training 2/3 epoch (loss 0.3233):  33%|███▎      | 5355/16050 [1:01:38<43:45:29, 14.73s/it]
Training 2/3 epoch (loss 0.1459):  33%|███▎      | 5355/16050 [1:01:39<43:45:29, 14.73s/it]
Training 2/3 epoch (loss 0.1459):  33%|███▎      | 5356/16050 [1:01:39<31:00:10, 10.44s/it]
Training 2/3 epoch (loss 0.2803):  33%|███▎      | 5356/16050 [1:01:39<31:00:10, 10.44s/it]
Training 2/3 epoch (loss 0.2803):  33%|███▎      | 5357/16050 [1:01:39<22:03:18,  7.43s/it]
Training 2/3 epoch (loss 0.0021):  33%|███▎      | 5357/16050 [1:01:40<22:03:18,  7.43s/it]
Training 2/3 epoch (loss 0.0021):  33%|███▎      | 5358/16050 [1:01:40<16:06:46,  5.43s/it]
Training 2/3 epoch (loss 0.0049):  33%|███▎      | 5358/16050 [1:01:40<16:06:46,  5.43s/it]
Training 2/3 epoch (loss 0.0049):  33%|███▎      | 5359/16050 [1:01:40<11:35:38,  3.90s/it]
Training 2/3 epoch (loss 0.0103):  33%|███▎      | 5359/16050 [1:01:41<11:35:38,  3.90s/it]
Training 2/3 epoch (loss 0.0103):  33%|███▎      | 5360/16050 [1:01:41<8:32:15,  2.88s/it] 
Training 2/3 epoch (loss 0.2739):  33%|███▎      | 5360/16050 [1:01:41<8:32:15,  2.88s/it]
Training 2/3 epoch (loss 0.2739):  33%|███▎      | 5361/16050 [1:01:41<6:24:05,  2.16s/it]
Training 2/3 epoch (loss 0.0263):  33%|███▎      | 5361/16050 [1:01:42<6:24:05,  2.16s/it]
Training 2/3 epoch (loss 0.0263):  33%|███▎      | 5362/16050 [1:01:42<4:59:42,  1.68s/it]
Training 2/3 epoch (loss 0.2668):  33%|███▎      | 5362/16050 [1:01:44<4:59:42,  1.68s/it]
Training 2/3 epoch (loss 0.2668):  33%|███▎      | 5363/16050 [1:01:44<5:35:45,  1.89s/it]
Training 2/3 epoch (loss 0.1063):  33%|███▎      | 5363/16050 [1:01:45<5:35:45,  1.89s/it]
Training 2/3 epoch (loss 0.1063):  33%|███▎      | 5364/16050 [1:01:45<4:21:19,  1.47s/it]
Training 2/3 epoch (loss 0.0195):  33%|███▎      | 5364/16050 [1:01:45<4:21:19,  1.47s/it]
Training 2/3 epoch (loss 0.0195):  33%|███▎      | 5365/16050 [1:01:45<3:30:39,  1.18s/it]
Training 2/3 epoch (loss 0.3187):  33%|███▎      | 5365/16050 [1:01:45<3:30:39,  1.18s/it]
Training 2/3 epoch (loss 0.3187):  33%|███▎      | 5366/16050 [1:01:45<2:49:35,  1.05it/s]
Training 2/3 epoch (loss 0.5597):  33%|███▎      | 5366/16050 [1:01:48<2:49:35,  1.05it/s]
Training 2/3 epoch (loss 0.5597):  33%|███▎      | 5367/16050 [1:01:48<4:07:11,  1.39s/it]
Training 2/3 epoch (loss 0.3127):  33%|███▎      | 5367/16050 [1:01:50<4:07:11,  1.39s/it]
Training 2/3 epoch (loss 0.3127):  33%|███▎      | 5368/16050 [1:01:50<5:00:46,  1.69s/it]
Training 2/3 epoch (loss 0.4331):  33%|███▎      | 5368/16050 [1:01:51<5:00:46,  1.69s/it]
Training 2/3 epoch (loss 0.4331):  33%|███▎      | 5369/16050 [1:01:51<4:07:01,  1.39s/it]
Training 2/3 epoch (loss 0.0923):  33%|███▎      | 5369/16050 [1:01:51<4:07:01,  1.39s/it]
Training 2/3 epoch (loss 0.0923):  33%|███▎      | 5370/16050 [1:01:51<3:14:29,  1.09s/it]
Training 2/3 epoch (loss 0.0076):  33%|███▎      | 5370/16050 [1:01:52<3:14:29,  1.09s/it]
Training 2/3 epoch (loss 0.0076):  33%|███▎      | 5371/16050 [1:01:52<2:39:02,  1.12it/s]
Training 2/3 epoch (loss 0.0005):  33%|███▎      | 5371/16050 [1:01:52<2:39:02,  1.12it/s]
Training 2/3 epoch (loss 0.0005):  33%|███▎      | 5372/16050 [1:01:52<2:29:14,  1.19it/s]
Training 2/3 epoch (loss 0.0527):  33%|███▎      | 5372/16050 [1:01:53<2:29:14,  1.19it/s]
Training 2/3 epoch (loss 0.0527):  33%|███▎      | 5373/16050 [1:01:53<2:18:32,  1.28it/s]
Training 2/3 epoch (loss 0.0090):  33%|███▎      | 5373/16050 [1:01:53<2:18:32,  1.28it/s]
Training 2/3 epoch (loss 0.0090):  33%|███▎      | 5374/16050 [1:01:53<1:55:06,  1.55it/s]
Training 2/3 epoch (loss 0.0167):  33%|███▎      | 5374/16050 [1:01:54<1:55:06,  1.55it/s]
Training 2/3 epoch (loss 0.0167):  33%|███▎      | 5375/16050 [1:01:54<2:06:23,  1.41it/s]
Training 2/3 epoch (loss 0.0749):  33%|███▎      | 5375/16050 [1:01:55<2:06:23,  1.41it/s]
Training 2/3 epoch (loss 0.0749):  33%|███▎      | 5376/16050 [1:01:55<2:03:16,  1.44it/s]
Training 2/3 epoch (loss 0.0036):  33%|███▎      | 5376/16050 [1:01:55<2:03:16,  1.44it/s]
Training 2/3 epoch (loss 0.0036):  34%|███▎      | 5377/16050 [1:01:55<1:53:16,  1.57it/s]
Training 2/3 epoch (loss 0.0438):  34%|███▎      | 5377/16050 [1:01:56<1:53:16,  1.57it/s]
Training 2/3 epoch (loss 0.0438):  34%|███▎      | 5378/16050 [1:01:56<1:53:55,  1.56it/s]
Training 2/3 epoch (loss 0.0016):  34%|███▎      | 5378/16050 [1:01:57<1:53:55,  1.56it/s]
Training 2/3 epoch (loss 0.0016):  34%|███▎      | 5379/16050 [1:01:57<1:47:55,  1.65it/s]
Training 2/3 epoch (loss 0.3683):  34%|███▎      | 5379/16050 [1:01:57<1:47:55,  1.65it/s]
Training 2/3 epoch (loss 0.3683):  34%|███▎      | 5380/16050 [1:01:57<1:51:21,  1.60it/s]
Training 2/3 epoch (loss 0.2526):  34%|███▎      | 5380/16050 [1:01:58<1:51:21,  1.60it/s]
Training 2/3 epoch (loss 0.2526):  34%|███▎      | 5381/16050 [1:01:58<1:41:39,  1.75it/s]
Training 2/3 epoch (loss 0.0899):  34%|███▎      | 5381/16050 [1:01:58<1:41:39,  1.75it/s]
Training 2/3 epoch (loss 0.0899):  34%|███▎      | 5382/16050 [1:01:58<1:41:58,  1.74it/s]
Training 2/3 epoch (loss 0.0243):  34%|███▎      | 5382/16050 [1:01:59<1:41:58,  1.74it/s]
Training 2/3 epoch (loss 0.0243):  34%|███▎      | 5383/16050 [1:01:59<1:38:18,  1.81it/s]
Training 2/3 epoch (loss 0.0625):  34%|███▎      | 5383/16050 [1:01:59<1:38:18,  1.81it/s]
Training 2/3 epoch (loss 0.0625):  34%|███▎      | 5384/16050 [1:01:59<1:37:17,  1.83it/s]
Training 2/3 epoch (loss 0.0326):  34%|███▎      | 5384/16050 [1:02:00<1:37:17,  1.83it/s]
Training 2/3 epoch (loss 0.0326):  34%|███▎      | 5385/16050 [1:02:00<1:35:28,  1.86it/s]
Training 2/3 epoch (loss 0.2531):  34%|███▎      | 5385/16050 [1:02:01<1:35:28,  1.86it/s]
Training 2/3 epoch (loss 0.2531):  34%|███▎      | 5386/16050 [1:02:01<1:41:39,  1.75it/s]
Training 2/3 epoch (loss 0.1022):  34%|███▎      | 5386/16050 [1:02:01<1:41:39,  1.75it/s]
Training 2/3 epoch (loss 0.1022):  34%|███▎      | 5387/16050 [1:02:01<1:29:26,  1.99it/s]
Training 2/3 epoch (loss 0.0053):  34%|███▎      | 5387/16050 [1:02:01<1:29:26,  1.99it/s]
Training 2/3 epoch (loss 0.0053):  34%|███▎      | 5388/16050 [1:02:01<1:26:15,  2.06it/s]
Training 2/3 epoch (loss 0.0516):  34%|███▎      | 5388/16050 [1:02:02<1:26:15,  2.06it/s]
Training 2/3 epoch (loss 0.0516):  34%|███▎      | 5389/16050 [1:02:02<1:38:36,  1.80it/s]
Training 2/3 epoch (loss 0.0024):  34%|███▎      | 5389/16050 [1:02:03<1:38:36,  1.80it/s]
Training 2/3 epoch (loss 0.0024):  34%|███▎      | 5390/16050 [1:02:03<1:32:42,  1.92it/s]
Training 2/3 epoch (loss 0.2119):  34%|███▎      | 5390/16050 [1:02:03<1:32:42,  1.92it/s]
Training 2/3 epoch (loss 0.2119):  34%|███▎      | 5391/16050 [1:02:03<1:22:50,  2.14it/s]
Training 2/3 epoch (loss 0.0152):  34%|███▎      | 5391/16050 [1:02:03<1:22:50,  2.14it/s]
Training 2/3 epoch (loss 0.0152):  34%|███▎      | 5392/16050 [1:02:03<1:22:55,  2.14it/s]
Training 2/3 epoch (loss 0.0525):  34%|███▎      | 5392/16050 [1:02:04<1:22:55,  2.14it/s]
Training 2/3 epoch (loss 0.0525):  34%|███▎      | 5393/16050 [1:02:04<1:19:48,  2.23it/s]
Training 2/3 epoch (loss 0.0352):  34%|███▎      | 5393/16050 [1:02:04<1:19:48,  2.23it/s]
Training 2/3 epoch (loss 0.0352):  34%|███▎      | 5394/16050 [1:02:04<1:24:34,  2.10it/s]
Training 2/3 epoch (loss 0.0656):  34%|███▎      | 5394/16050 [1:02:05<1:24:34,  2.10it/s]
Training 2/3 epoch (loss 0.0656):  34%|███▎      | 5395/16050 [1:02:05<1:30:35,  1.96it/s]
Training 2/3 epoch (loss 0.0071):  34%|███▎      | 5395/16050 [1:02:06<1:30:35,  1.96it/s]
Training 2/3 epoch (loss 0.0071):  34%|███▎      | 5396/16050 [1:02:06<1:38:13,  1.81it/s]
Training 2/3 epoch (loss 0.0408):  34%|███▎      | 5396/16050 [1:02:06<1:38:13,  1.81it/s]
Training 2/3 epoch (loss 0.0408):  34%|███▎      | 5397/16050 [1:02:06<1:31:59,  1.93it/s]
Training 2/3 epoch (loss 0.0081):  34%|███▎      | 5397/16050 [1:02:06<1:31:59,  1.93it/s]
Training 2/3 epoch (loss 0.0081):  34%|███▎      | 5398/16050 [1:02:06<1:29:17,  1.99it/s]
Training 2/3 epoch (loss 0.2489):  34%|███▎      | 5398/16050 [1:02:07<1:29:17,  1.99it/s]
Training 2/3 epoch (loss 0.2489):  34%|███▎      | 5399/16050 [1:02:07<1:23:57,  2.11it/s]
Training 2/3 epoch (loss 0.7646):  34%|███▎      | 5399/16050 [1:02:07<1:23:57,  2.11it/s]
Training 2/3 epoch (loss 0.7646):  34%|███▎      | 5400/16050 [1:02:07<1:19:54,  2.22it/s]
Training 2/3 epoch (loss 0.3207):  34%|███▎      | 5400/16050 [1:02:08<1:19:54,  2.22it/s]
Training 2/3 epoch (loss 0.3207):  34%|███▎      | 5401/16050 [1:02:08<1:23:52,  2.12it/s]
Training 2/3 epoch (loss 0.0094):  34%|███▎      | 5401/16050 [1:02:08<1:23:52,  2.12it/s]
Training 2/3 epoch (loss 0.0094):  34%|███▎      | 5402/16050 [1:02:08<1:23:30,  2.13it/s]
Training 2/3 epoch (loss 0.0092):  34%|███▎      | 5402/16050 [1:02:09<1:23:30,  2.13it/s]
Training 2/3 epoch (loss 0.0092):  34%|███▎      | 5403/16050 [1:02:09<1:41:55,  1.74it/s]
Training 2/3 epoch (loss 0.4696):  34%|███▎      | 5403/16050 [1:02:10<1:41:55,  1.74it/s]
Training 2/3 epoch (loss 0.4696):  34%|███▎      | 5404/16050 [1:02:10<1:43:36,  1.71it/s]
Training 2/3 epoch (loss 0.0001):  34%|███▎      | 5404/16050 [1:02:10<1:43:36,  1.71it/s]
Training 2/3 epoch (loss 0.0001):  34%|███▎      | 5405/16050 [1:02:10<1:34:01,  1.89it/s]
Training 2/3 epoch (loss 0.3674):  34%|███▎      | 5405/16050 [1:02:11<1:34:01,  1.89it/s]
Training 2/3 epoch (loss 0.3674):  34%|███▎      | 5406/16050 [1:02:11<1:37:54,  1.81it/s]
Training 2/3 epoch (loss 0.0664):  34%|███▎      | 5406/16050 [1:02:11<1:37:54,  1.81it/s]
Training 2/3 epoch (loss 0.0664):  34%|███▎      | 5407/16050 [1:02:11<1:36:45,  1.83it/s]
Training 2/3 epoch (loss 0.0142):  34%|███▎      | 5407/16050 [1:02:12<1:36:45,  1.83it/s]
Training 2/3 epoch (loss 0.0142):  34%|███▎      | 5408/16050 [1:02:12<1:30:42,  1.96it/s]
Training 2/3 epoch (loss 0.3852):  34%|███▎      | 5408/16050 [1:02:12<1:30:42,  1.96it/s]
Training 2/3 epoch (loss 0.3852):  34%|███▎      | 5409/16050 [1:02:12<1:37:48,  1.81it/s]
Training 2/3 epoch (loss 0.1049):  34%|███▎      | 5409/16050 [1:02:13<1:37:48,  1.81it/s]
Training 2/3 epoch (loss 0.1049):  34%|███▎      | 5410/16050 [1:02:13<1:28:20,  2.01it/s]
Training 2/3 epoch (loss 0.0521):  34%|███▎      | 5410/16050 [1:02:13<1:28:20,  2.01it/s]
Training 2/3 epoch (loss 0.0521):  34%|███▎      | 5411/16050 [1:02:13<1:33:35,  1.89it/s]
Training 2/3 epoch (loss 0.0064):  34%|███▎      | 5411/16050 [1:02:14<1:33:35,  1.89it/s]
Training 2/3 epoch (loss 0.0064):  34%|███▎      | 5412/16050 [1:02:14<1:27:55,  2.02it/s]
Training 2/3 epoch (loss 0.1799):  34%|███▎      | 5412/16050 [1:02:14<1:27:55,  2.02it/s]
Training 2/3 epoch (loss 0.1799):  34%|███▎      | 5413/16050 [1:02:14<1:22:49,  2.14it/s]
Training 2/3 epoch (loss 0.1519):  34%|███▎      | 5413/16050 [1:02:15<1:22:49,  2.14it/s]
Training 2/3 epoch (loss 0.1519):  34%|███▎      | 5414/16050 [1:02:15<1:29:51,  1.97it/s]
Training 2/3 epoch (loss 0.5996):  34%|███▎      | 5414/16050 [1:02:15<1:29:51,  1.97it/s]
Training 2/3 epoch (loss 0.5996):  34%|███▎      | 5415/16050 [1:02:15<1:46:46,  1.66it/s]
Training 2/3 epoch (loss 0.0141):  34%|███▎      | 5415/16050 [1:02:16<1:46:46,  1.66it/s]
Training 2/3 epoch (loss 0.0141):  34%|███▎      | 5416/16050 [1:02:16<1:43:34,  1.71it/s]
Training 2/3 epoch (loss 0.5491):  34%|███▎      | 5416/16050 [1:02:17<1:43:34,  1.71it/s]
Training 2/3 epoch (loss 0.5491):  34%|███▍      | 5417/16050 [1:02:17<1:44:44,  1.69it/s]
Training 2/3 epoch (loss 0.0305):  34%|███▍      | 5417/16050 [1:02:17<1:44:44,  1.69it/s]
Training 2/3 epoch (loss 0.0305):  34%|███▍      | 5418/16050 [1:02:17<1:46:55,  1.66it/s]
Training 2/3 epoch (loss 0.0002):  34%|███▍      | 5418/16050 [1:02:18<1:46:55,  1.66it/s]
Training 2/3 epoch (loss 0.0002):  34%|███▍      | 5419/16050 [1:02:18<1:50:41,  1.60it/s]
Training 2/3 epoch (loss 0.0033):  34%|███▍      | 5419/16050 [1:02:18<1:50:41,  1.60it/s]
Training 2/3 epoch (loss 0.0033):  34%|███▍      | 5420/16050 [1:02:18<1:37:11,  1.82it/s]
Training 2/3 epoch (loss 0.0513):  34%|███▍      | 5420/16050 [1:02:19<1:37:11,  1.82it/s]
Training 2/3 epoch (loss 0.0513):  34%|███▍      | 5421/16050 [1:02:19<1:41:10,  1.75it/s]
Training 2/3 epoch (loss 0.0515):  34%|███▍      | 5421/16050 [1:02:19<1:41:10,  1.75it/s]
Training 2/3 epoch (loss 0.0515):  34%|███▍      | 5422/16050 [1:02:19<1:33:14,  1.90it/s]
Training 2/3 epoch (loss 0.0030):  34%|███▍      | 5422/16050 [1:02:20<1:33:14,  1.90it/s]
Training 2/3 epoch (loss 0.0030):  34%|███▍      | 5423/16050 [1:02:20<1:36:34,  1.83it/s]
Training 2/3 epoch (loss 0.0013):  34%|███▍      | 5423/16050 [1:02:20<1:36:34,  1.83it/s]
Training 2/3 epoch (loss 0.0013):  34%|███▍      | 5424/16050 [1:02:20<1:37:10,  1.82it/s]
Training 2/3 epoch (loss 0.2797):  34%|███▍      | 5424/16050 [1:02:21<1:37:10,  1.82it/s]
Training 2/3 epoch (loss 0.2797):  34%|███▍      | 5425/16050 [1:02:21<1:40:58,  1.75it/s]
Training 2/3 epoch (loss 0.0093):  34%|███▍      | 5425/16050 [1:02:22<1:40:58,  1.75it/s]
Training 2/3 epoch (loss 0.0093):  34%|███▍      | 5426/16050 [1:02:22<1:43:03,  1.72it/s]
Training 2/3 epoch (loss 0.0047):  34%|███▍      | 5426/16050 [1:02:23<1:43:03,  1.72it/s]
Training 2/3 epoch (loss 0.0047):  34%|███▍      | 5427/16050 [1:02:23<2:06:18,  1.40it/s]
Training 2/3 epoch (loss 0.3213):  34%|███▍      | 5427/16050 [1:02:23<2:06:18,  1.40it/s]
Training 2/3 epoch (loss 0.3213):  34%|███▍      | 5428/16050 [1:02:23<2:08:31,  1.38it/s]
Training 2/3 epoch (loss 0.3126):  34%|███▍      | 5428/16050 [1:02:24<2:08:31,  1.38it/s]
Training 2/3 epoch (loss 0.3126):  34%|███▍      | 5429/16050 [1:02:24<1:54:51,  1.54it/s]
Training 2/3 epoch (loss 0.0041):  34%|███▍      | 5429/16050 [1:02:24<1:54:51,  1.54it/s]
Training 2/3 epoch (loss 0.0041):  34%|███▍      | 5430/16050 [1:02:24<1:48:07,  1.64it/s]
Training 2/3 epoch (loss 0.3709):  34%|███▍      | 5430/16050 [1:02:25<1:48:07,  1.64it/s]
Training 2/3 epoch (loss 0.3709):  34%|███▍      | 5431/16050 [1:02:25<1:36:40,  1.83it/s]
Training 2/3 epoch (loss 0.0214):  34%|███▍      | 5431/16050 [1:02:25<1:36:40,  1.83it/s]
Training 2/3 epoch (loss 0.0214):  34%|███▍      | 5432/16050 [1:02:25<1:36:32,  1.83it/s]
Training 2/3 epoch (loss 0.0316):  34%|███▍      | 5432/16050 [1:02:26<1:36:32,  1.83it/s]
Training 2/3 epoch (loss 0.0316):  34%|███▍      | 5433/16050 [1:02:26<1:33:10,  1.90it/s]
Training 2/3 epoch (loss 0.0006):  34%|███▍      | 5433/16050 [1:02:26<1:33:10,  1.90it/s]
Training 2/3 epoch (loss 0.0006):  34%|███▍      | 5434/16050 [1:02:26<1:37:21,  1.82it/s]
Training 2/3 epoch (loss 0.6086):  34%|███▍      | 5434/16050 [1:02:27<1:37:21,  1.82it/s]
Training 2/3 epoch (loss 0.6086):  34%|███▍      | 5435/16050 [1:02:27<1:49:00,  1.62it/s]
Training 2/3 epoch (loss 0.0842):  34%|███▍      | 5435/16050 [1:02:28<1:49:00,  1.62it/s]
Training 2/3 epoch (loss 0.0842):  34%|███▍      | 5436/16050 [1:02:28<1:40:00,  1.77it/s]
Training 2/3 epoch (loss 0.0182):  34%|███▍      | 5436/16050 [1:02:28<1:40:00,  1.77it/s]
Training 2/3 epoch (loss 0.0182):  34%|███▍      | 5437/16050 [1:02:28<1:42:11,  1.73it/s]
Training 2/3 epoch (loss 0.0061):  34%|███▍      | 5437/16050 [1:02:29<1:42:11,  1.73it/s]
Training 2/3 epoch (loss 0.0061):  34%|███▍      | 5438/16050 [1:02:29<1:31:06,  1.94it/s]
Training 2/3 epoch (loss 0.0183):  34%|███▍      | 5438/16050 [1:02:29<1:31:06,  1.94it/s]
Training 2/3 epoch (loss 0.0183):  34%|███▍      | 5439/16050 [1:02:29<1:26:11,  2.05it/s]
Training 2/3 epoch (loss 0.0587):  34%|███▍      | 5439/16050 [1:02:30<1:26:11,  2.05it/s]
Training 2/3 epoch (loss 0.0587):  34%|███▍      | 5440/16050 [1:02:30<1:29:42,  1.97it/s]
Training 2/3 epoch (loss 0.0017):  34%|███▍      | 5440/16050 [1:02:30<1:29:42,  1.97it/s]
Training 2/3 epoch (loss 0.0017):  34%|███▍      | 5441/16050 [1:02:30<1:33:27,  1.89it/s]
Training 2/3 epoch (loss 0.0089):  34%|███▍      | 5441/16050 [1:02:31<1:33:27,  1.89it/s]
Training 2/3 epoch (loss 0.0089):  34%|███▍      | 5442/16050 [1:02:31<1:29:22,  1.98it/s]
Training 2/3 epoch (loss 0.3106):  34%|███▍      | 5442/16050 [1:02:31<1:29:22,  1.98it/s]
Training 2/3 epoch (loss 0.3106):  34%|███▍      | 5443/16050 [1:02:31<1:35:29,  1.85it/s]
Training 2/3 epoch (loss 0.2510):  34%|███▍      | 5443/16050 [1:02:32<1:35:29,  1.85it/s]
Training 2/3 epoch (loss 0.2510):  34%|███▍      | 5444/16050 [1:02:32<1:25:50,  2.06it/s]
Training 2/3 epoch (loss 0.0014):  34%|███▍      | 5444/16050 [1:02:32<1:25:50,  2.06it/s]
Training 2/3 epoch (loss 0.0014):  34%|███▍      | 5445/16050 [1:02:32<1:21:35,  2.17it/s]
Training 2/3 epoch (loss 0.0104):  34%|███▍      | 5445/16050 [1:02:33<1:21:35,  2.17it/s]
Training 2/3 epoch (loss 0.0104):  34%|███▍      | 5446/16050 [1:02:33<1:28:32,  2.00it/s]
Training 2/3 epoch (loss 0.1505):  34%|███▍      | 5446/16050 [1:02:33<1:28:32,  2.00it/s]
Training 2/3 epoch (loss 0.1505):  34%|███▍      | 5447/16050 [1:02:33<1:36:45,  1.83it/s]
Training 2/3 epoch (loss 0.5045):  34%|███▍      | 5447/16050 [1:02:34<1:36:45,  1.83it/s]
Training 2/3 epoch (loss 0.5045):  34%|███▍      | 5448/16050 [1:02:34<1:24:41,  2.09it/s]
Training 2/3 epoch (loss 0.0897):  34%|███▍      | 5448/16050 [1:02:34<1:24:41,  2.09it/s]
Training 2/3 epoch (loss 0.0897):  34%|███▍      | 5449/16050 [1:02:34<1:41:38,  1.74it/s]
Training 2/3 epoch (loss 0.0201):  34%|███▍      | 5449/16050 [1:02:35<1:41:38,  1.74it/s]
Training 2/3 epoch (loss 0.0201):  34%|███▍      | 5450/16050 [1:02:35<1:38:09,  1.80it/s]
Training 2/3 epoch (loss 0.0078):  34%|███▍      | 5450/16050 [1:02:35<1:38:09,  1.80it/s]
Training 2/3 epoch (loss 0.0078):  34%|███▍      | 5451/16050 [1:02:35<1:34:03,  1.88it/s]
Training 2/3 epoch (loss 0.0646):  34%|███▍      | 5451/16050 [1:02:36<1:34:03,  1.88it/s]
Training 2/3 epoch (loss 0.0646):  34%|███▍      | 5452/16050 [1:02:36<1:39:35,  1.77it/s]
Training 2/3 epoch (loss 0.0029):  34%|███▍      | 5452/16050 [1:02:37<1:39:35,  1.77it/s]
Training 2/3 epoch (loss 0.0029):  34%|███▍      | 5453/16050 [1:02:37<1:42:17,  1.73it/s]
Training 2/3 epoch (loss 0.0191):  34%|███▍      | 5453/16050 [1:02:37<1:42:17,  1.73it/s]
Training 2/3 epoch (loss 0.0191):  34%|███▍      | 5454/16050 [1:02:37<1:35:11,  1.86it/s]
Training 2/3 epoch (loss 0.6966):  34%|███▍      | 5454/16050 [1:02:38<1:35:11,  1.86it/s]
Training 2/3 epoch (loss 0.6966):  34%|███▍      | 5455/16050 [1:02:38<1:39:52,  1.77it/s]
Training 2/3 epoch (loss 0.0120):  34%|███▍      | 5455/16050 [1:02:38<1:39:52,  1.77it/s]
Training 2/3 epoch (loss 0.0120):  34%|███▍      | 5456/16050 [1:02:38<1:37:16,  1.82it/s]
Training 2/3 epoch (loss 0.0528):  34%|███▍      | 5456/16050 [1:02:39<1:37:16,  1.82it/s]
Training 2/3 epoch (loss 0.0528):  34%|███▍      | 5457/16050 [1:02:39<1:43:15,  1.71it/s]
Training 2/3 epoch (loss 0.0209):  34%|███▍      | 5457/16050 [1:02:40<1:43:15,  1.71it/s]
Training 2/3 epoch (loss 0.0209):  34%|███▍      | 5458/16050 [1:02:40<1:44:32,  1.69it/s]
Training 2/3 epoch (loss 0.0043):  34%|███▍      | 5458/16050 [1:02:40<1:44:32,  1.69it/s]
Training 2/3 epoch (loss 0.0043):  34%|███▍      | 5459/16050 [1:02:40<1:35:39,  1.85it/s]
Training 2/3 epoch (loss 0.3286):  34%|███▍      | 5459/16050 [1:02:40<1:35:39,  1.85it/s]
Training 2/3 epoch (loss 0.3286):  34%|███▍      | 5460/16050 [1:02:40<1:23:03,  2.12it/s]
Training 2/3 epoch (loss 0.0205):  34%|███▍      | 5460/16050 [1:02:41<1:23:03,  2.12it/s]
Training 2/3 epoch (loss 0.0205):  34%|███▍      | 5461/16050 [1:02:41<1:31:01,  1.94it/s]
Training 2/3 epoch (loss 0.0044):  34%|███▍      | 5461/16050 [1:02:42<1:31:01,  1.94it/s]
Training 2/3 epoch (loss 0.0044):  34%|███▍      | 5462/16050 [1:02:42<1:39:26,  1.77it/s]
Training 2/3 epoch (loss 0.0003):  34%|███▍      | 5462/16050 [1:02:42<1:39:26,  1.77it/s]
Training 2/3 epoch (loss 0.0003):  34%|███▍      | 5463/16050 [1:02:42<1:31:17,  1.93it/s]
Training 2/3 epoch (loss 0.2603):  34%|███▍      | 5463/16050 [1:02:43<1:31:17,  1.93it/s]
Training 2/3 epoch (loss 0.2603):  34%|███▍      | 5464/16050 [1:02:43<1:37:14,  1.81it/s]
Training 2/3 epoch (loss 0.0103):  34%|███▍      | 5464/16050 [1:02:43<1:37:14,  1.81it/s]
Training 2/3 epoch (loss 0.0103):  34%|███▍      | 5465/16050 [1:02:43<1:36:48,  1.82it/s]
Training 2/3 epoch (loss 0.0125):  34%|███▍      | 5465/16050 [1:02:44<1:36:48,  1.82it/s]
Training 2/3 epoch (loss 0.0125):  34%|███▍      | 5466/16050 [1:02:44<1:32:23,  1.91it/s]
Training 2/3 epoch (loss 0.0053):  34%|███▍      | 5466/16050 [1:02:44<1:32:23,  1.91it/s]
Training 2/3 epoch (loss 0.0053):  34%|███▍      | 5467/16050 [1:02:44<1:35:22,  1.85it/s]
Training 2/3 epoch (loss 0.0229):  34%|███▍      | 5467/16050 [1:02:45<1:35:22,  1.85it/s]
Training 2/3 epoch (loss 0.0229):  34%|███▍      | 5468/16050 [1:02:45<1:33:39,  1.88it/s]
Training 2/3 epoch (loss 0.0627):  34%|███▍      | 5468/16050 [1:02:45<1:33:39,  1.88it/s]
Training 2/3 epoch (loss 0.0627):  34%|███▍      | 5469/16050 [1:02:45<1:40:43,  1.75it/s]
Training 2/3 epoch (loss 0.0192):  34%|███▍      | 5469/16050 [1:02:46<1:40:43,  1.75it/s]
Training 2/3 epoch (loss 0.0192):  34%|███▍      | 5470/16050 [1:02:46<1:45:12,  1.68it/s]
Training 2/3 epoch (loss 0.3435):  34%|███▍      | 5470/16050 [1:02:47<1:45:12,  1.68it/s]
Training 2/3 epoch (loss 0.3435):  34%|███▍      | 5471/16050 [1:02:47<1:45:48,  1.67it/s]
Training 2/3 epoch (loss 0.5778):  34%|███▍      | 5471/16050 [1:02:47<1:45:48,  1.67it/s]
Training 2/3 epoch (loss 0.5778):  34%|███▍      | 5472/16050 [1:02:47<1:57:30,  1.50it/s]
Training 2/3 epoch (loss 0.0949):  34%|███▍      | 5472/16050 [1:02:48<1:57:30,  1.50it/s]
Training 2/3 epoch (loss 0.0949):  34%|███▍      | 5473/16050 [1:02:48<1:44:28,  1.69it/s]
Training 2/3 epoch (loss 0.0076):  34%|███▍      | 5473/16050 [1:02:48<1:44:28,  1.69it/s]
Training 2/3 epoch (loss 0.0076):  34%|███▍      | 5474/16050 [1:02:48<1:36:57,  1.82it/s]
Training 2/3 epoch (loss 0.5888):  34%|███▍      | 5474/16050 [1:02:49<1:36:57,  1.82it/s]
Training 2/3 epoch (loss 0.5888):  34%|███▍      | 5475/16050 [1:02:49<1:29:13,  1.98it/s]
Training 2/3 epoch (loss 0.0501):  34%|███▍      | 5475/16050 [1:02:50<1:29:13,  1.98it/s]
Training 2/3 epoch (loss 0.0501):  34%|███▍      | 5476/16050 [1:02:50<1:43:47,  1.70it/s]
Training 2/3 epoch (loss 0.4073):  34%|███▍      | 5476/16050 [1:02:50<1:43:47,  1.70it/s]
Training 2/3 epoch (loss 0.4073):  34%|███▍      | 5477/16050 [1:02:50<1:41:55,  1.73it/s]
Training 2/3 epoch (loss 0.0595):  34%|███▍      | 5477/16050 [1:02:50<1:41:55,  1.73it/s]
Training 2/3 epoch (loss 0.0595):  34%|███▍      | 5478/16050 [1:02:50<1:30:28,  1.95it/s]
Training 2/3 epoch (loss 0.0322):  34%|███▍      | 5478/16050 [1:02:51<1:30:28,  1.95it/s]
Training 2/3 epoch (loss 0.0322):  34%|███▍      | 5479/16050 [1:02:51<1:32:02,  1.91it/s]
Training 2/3 epoch (loss 0.2394):  34%|███▍      | 5479/16050 [1:02:51<1:32:02,  1.91it/s]
Training 2/3 epoch (loss 0.2394):  34%|███▍      | 5480/16050 [1:02:51<1:26:56,  2.03it/s]
Training 2/3 epoch (loss 0.0564):  34%|███▍      | 5480/16050 [1:02:52<1:26:56,  2.03it/s]
Training 2/3 epoch (loss 0.0564):  34%|███▍      | 5481/16050 [1:02:52<1:28:24,  1.99it/s]
Training 2/3 epoch (loss 0.0544):  34%|███▍      | 5481/16050 [1:02:53<1:28:24,  1.99it/s]
Training 2/3 epoch (loss 0.0544):  34%|███▍      | 5482/16050 [1:02:53<1:35:08,  1.85it/s]
Training 2/3 epoch (loss 0.3534):  34%|███▍      | 5482/16050 [1:02:53<1:35:08,  1.85it/s]
Training 2/3 epoch (loss 0.3534):  34%|███▍      | 5483/16050 [1:02:53<1:40:04,  1.76it/s]
Training 2/3 epoch (loss 0.1373):  34%|███▍      | 5483/16050 [1:02:54<1:40:04,  1.76it/s]
Training 2/3 epoch (loss 0.1373):  34%|███▍      | 5484/16050 [1:02:54<1:45:41,  1.67it/s]
Training 2/3 epoch (loss 0.1179):  34%|███▍      | 5484/16050 [1:02:54<1:45:41,  1.67it/s]
Training 2/3 epoch (loss 0.1179):  34%|███▍      | 5485/16050 [1:02:54<1:41:25,  1.74it/s]
Training 2/3 epoch (loss 0.0348):  34%|███▍      | 5485/16050 [1:02:55<1:41:25,  1.74it/s]
Training 2/3 epoch (loss 0.0348):  34%|███▍      | 5486/16050 [1:02:55<1:34:58,  1.85it/s]
Training 2/3 epoch (loss 0.0023):  34%|███▍      | 5486/16050 [1:02:55<1:34:58,  1.85it/s]
Training 2/3 epoch (loss 0.0023):  34%|███▍      | 5487/16050 [1:02:55<1:34:59,  1.85it/s]
Training 2/3 epoch (loss 0.0317):  34%|███▍      | 5487/16050 [1:02:56<1:34:59,  1.85it/s]
Training 2/3 epoch (loss 0.0317):  34%|███▍      | 5488/16050 [1:02:56<1:34:32,  1.86it/s]
Training 2/3 epoch (loss 0.0292):  34%|███▍      | 5488/16050 [1:02:57<1:34:32,  1.86it/s]
Training 2/3 epoch (loss 0.0292):  34%|███▍      | 5489/16050 [1:02:57<1:43:57,  1.69it/s]
Training 2/3 epoch (loss 0.0869):  34%|███▍      | 5489/16050 [1:02:57<1:43:57,  1.69it/s]
Training 2/3 epoch (loss 0.0869):  34%|███▍      | 5490/16050 [1:02:57<1:41:05,  1.74it/s]
Training 2/3 epoch (loss 0.0065):  34%|███▍      | 5490/16050 [1:02:58<1:41:05,  1.74it/s]
Training 2/3 epoch (loss 0.0065):  34%|███▍      | 5491/16050 [1:02:58<1:31:36,  1.92it/s]
Training 2/3 epoch (loss 0.5461):  34%|███▍      | 5491/16050 [1:02:58<1:31:36,  1.92it/s]
Training 2/3 epoch (loss 0.5461):  34%|███▍      | 5492/16050 [1:02:58<1:28:19,  1.99it/s]
Training 2/3 epoch (loss 0.0146):  34%|███▍      | 5492/16050 [1:02:58<1:28:19,  1.99it/s]
Training 2/3 epoch (loss 0.0146):  34%|███▍      | 5493/16050 [1:02:58<1:23:35,  2.11it/s]
Training 2/3 epoch (loss 0.0623):  34%|███▍      | 5493/16050 [1:02:59<1:23:35,  2.11it/s]
Training 2/3 epoch (loss 0.0623):  34%|███▍      | 5494/16050 [1:02:59<1:24:52,  2.07it/s]
Training 2/3 epoch (loss 0.5567):  34%|███▍      | 5494/16050 [1:02:59<1:24:52,  2.07it/s]
Training 2/3 epoch (loss 0.5567):  34%|███▍      | 5495/16050 [1:02:59<1:15:21,  2.33it/s]
Training 2/3 epoch (loss 0.1862):  34%|███▍      | 5495/16050 [1:03:02<1:15:21,  2.33it/s]
Training 2/3 epoch (loss 0.1862):  34%|███▍      | 5496/16050 [1:03:02<2:56:18,  1.00s/it]
Training 2/3 epoch (loss 0.1943):  34%|███▍      | 5496/16050 [1:03:02<2:56:18,  1.00s/it]
Training 2/3 epoch (loss 0.1943):  34%|███▍      | 5497/16050 [1:03:02<2:29:07,  1.18it/s]
Training 2/3 epoch (loss 0.7323):  34%|███▍      | 5497/16050 [1:03:03<2:29:07,  1.18it/s]
Training 2/3 epoch (loss 0.7323):  34%|███▍      | 5498/16050 [1:03:03<2:07:44,  1.38it/s]
Training 2/3 epoch (loss 0.0783):  34%|███▍      | 5498/16050 [1:03:03<2:07:44,  1.38it/s]
Training 2/3 epoch (loss 0.0783):  34%|███▍      | 5499/16050 [1:03:03<2:10:57,  1.34it/s]
Training 2/3 epoch (loss 0.4611):  34%|███▍      | 5499/16050 [1:03:04<2:10:57,  1.34it/s]
Training 2/3 epoch (loss 0.4611):  34%|███▍      | 5500/16050 [1:03:04<1:55:58,  1.52it/s]
Training 2/3 epoch (loss 0.0223):  34%|███▍      | 5500/16050 [1:03:04<1:55:58,  1.52it/s]
Training 2/3 epoch (loss 0.0223):  34%|███▍      | 5501/16050 [1:03:04<1:44:39,  1.68it/s]
Training 2/3 epoch (loss 0.3837):  34%|███▍      | 5501/16050 [1:03:05<1:44:39,  1.68it/s]
Training 2/3 epoch (loss 0.3837):  34%|███▍      | 5502/16050 [1:03:05<1:44:51,  1.68it/s]
Training 2/3 epoch (loss 0.0372):  34%|███▍      | 5502/16050 [1:03:05<1:44:51,  1.68it/s]
Training 2/3 epoch (loss 0.0372):  34%|███▍      | 5503/16050 [1:03:05<1:45:53,  1.66it/s]
Training 2/3 epoch (loss 0.5869):  34%|███▍      | 5503/16050 [1:03:06<1:45:53,  1.66it/s]
Training 2/3 epoch (loss 0.5869):  34%|███▍      | 5504/16050 [1:03:06<1:52:07,  1.57it/s]
Training 2/3 epoch (loss 0.0244):  34%|███▍      | 5504/16050 [1:03:07<1:52:07,  1.57it/s]
Training 2/3 epoch (loss 0.0244):  34%|███▍      | 5505/16050 [1:03:07<1:55:41,  1.52it/s]
Training 2/3 epoch (loss 0.0570):  34%|███▍      | 5505/16050 [1:03:07<1:55:41,  1.52it/s]
Training 2/3 epoch (loss 0.0570):  34%|███▍      | 5506/16050 [1:03:07<1:50:42,  1.59it/s]
Training 2/3 epoch (loss 0.0046):  34%|███▍      | 5506/16050 [1:03:08<1:50:42,  1.59it/s]
Training 2/3 epoch (loss 0.0046):  34%|███▍      | 5507/16050 [1:03:08<1:39:06,  1.77it/s]
Training 2/3 epoch (loss 0.3093):  34%|███▍      | 5507/16050 [1:03:08<1:39:06,  1.77it/s]
Training 2/3 epoch (loss 0.3093):  34%|███▍      | 5508/16050 [1:03:08<1:44:17,  1.68it/s]
Training 2/3 epoch (loss 0.1168):  34%|███▍      | 5508/16050 [1:03:09<1:44:17,  1.68it/s]
Training 2/3 epoch (loss 0.1168):  34%|███▍      | 5509/16050 [1:03:09<1:41:53,  1.72it/s]
Training 2/3 epoch (loss 1.2406):  34%|███▍      | 5509/16050 [1:03:10<1:41:53,  1.72it/s]
Training 2/3 epoch (loss 1.2406):  34%|███▍      | 5510/16050 [1:03:10<1:46:40,  1.65it/s]
Training 2/3 epoch (loss 0.0312):  34%|███▍      | 5510/16050 [1:03:10<1:46:40,  1.65it/s]
Training 2/3 epoch (loss 0.0312):  34%|███▍      | 5511/16050 [1:03:10<1:50:50,  1.58it/s]
Training 2/3 epoch (loss 0.0566):  34%|███▍      | 5511/16050 [1:03:11<1:50:50,  1.58it/s]
Training 2/3 epoch (loss 0.0566):  34%|███▍      | 5512/16050 [1:03:11<1:53:56,  1.54it/s]
Training 2/3 epoch (loss 0.0064):  34%|███▍      | 5512/16050 [1:03:12<1:53:56,  1.54it/s]
Training 2/3 epoch (loss 0.0064):  34%|███▍      | 5513/16050 [1:03:12<1:48:20,  1.62it/s]
Training 2/3 epoch (loss 0.5598):  34%|███▍      | 5513/16050 [1:03:12<1:48:20,  1.62it/s]
Training 2/3 epoch (loss 0.5598):  34%|███▍      | 5514/16050 [1:03:12<1:50:31,  1.59it/s]
Training 2/3 epoch (loss 0.0082):  34%|███▍      | 5514/16050 [1:03:13<1:50:31,  1.59it/s]
Training 2/3 epoch (loss 0.0082):  34%|███▍      | 5515/16050 [1:03:13<1:39:03,  1.77it/s]
Training 2/3 epoch (loss 0.0037):  34%|███▍      | 5515/16050 [1:03:13<1:39:03,  1.77it/s]
Training 2/3 epoch (loss 0.0037):  34%|███▍      | 5516/16050 [1:03:13<1:36:51,  1.81it/s]
Training 2/3 epoch (loss 0.5652):  34%|███▍      | 5516/16050 [1:03:14<1:36:51,  1.81it/s]
Training 2/3 epoch (loss 0.5652):  34%|███▍      | 5517/16050 [1:03:14<1:35:25,  1.84it/s]
Training 2/3 epoch (loss 0.0218):  34%|███▍      | 5517/16050 [1:03:14<1:35:25,  1.84it/s]
Training 2/3 epoch (loss 0.0218):  34%|███▍      | 5518/16050 [1:03:14<1:37:39,  1.80it/s]
Training 2/3 epoch (loss 0.5664):  34%|███▍      | 5518/16050 [1:03:15<1:37:39,  1.80it/s]
Training 2/3 epoch (loss 0.5664):  34%|███▍      | 5519/16050 [1:03:15<1:32:55,  1.89it/s]
Training 2/3 epoch (loss 0.0026):  34%|███▍      | 5519/16050 [1:03:15<1:32:55,  1.89it/s]
Training 2/3 epoch (loss 0.0026):  34%|███▍      | 5520/16050 [1:03:15<1:39:54,  1.76it/s]
Training 2/3 epoch (loss 0.0539):  34%|███▍      | 5520/16050 [1:03:16<1:39:54,  1.76it/s]
Training 2/3 epoch (loss 0.0539):  34%|███▍      | 5521/16050 [1:03:16<1:37:57,  1.79it/s]
Training 2/3 epoch (loss 0.0031):  34%|███▍      | 5521/16050 [1:03:16<1:37:57,  1.79it/s]
Training 2/3 epoch (loss 0.0031):  34%|███▍      | 5522/16050 [1:03:16<1:28:50,  1.98it/s]
Training 2/3 epoch (loss 0.6075):  34%|███▍      | 5522/16050 [1:03:17<1:28:50,  1.98it/s]
Training 2/3 epoch (loss 0.6075):  34%|███▍      | 5523/16050 [1:03:17<1:30:31,  1.94it/s]
Training 2/3 epoch (loss 0.0639):  34%|███▍      | 5523/16050 [1:03:17<1:30:31,  1.94it/s]
Training 2/3 epoch (loss 0.0639):  34%|███▍      | 5524/16050 [1:03:17<1:22:39,  2.12it/s]
Training 2/3 epoch (loss 0.0236):  34%|███▍      | 5524/16050 [1:03:18<1:22:39,  2.12it/s]
Training 2/3 epoch (loss 0.0236):  34%|███▍      | 5525/16050 [1:03:18<1:30:08,  1.95it/s]
Training 2/3 epoch (loss 0.5537):  34%|███▍      | 5525/16050 [1:03:18<1:30:08,  1.95it/s]
Training 2/3 epoch (loss 0.5537):  34%|███▍      | 5526/16050 [1:03:18<1:28:27,  1.98it/s]
Training 2/3 epoch (loss 0.0223):  34%|███▍      | 5526/16050 [1:03:19<1:28:27,  1.98it/s]
Training 2/3 epoch (loss 0.0223):  34%|███▍      | 5527/16050 [1:03:19<1:28:26,  1.98it/s]
Training 2/3 epoch (loss 0.3291):  34%|███▍      | 5527/16050 [1:03:20<1:28:26,  1.98it/s]
Training 2/3 epoch (loss 0.3291):  34%|███▍      | 5528/16050 [1:03:20<1:48:13,  1.62it/s]
Training 2/3 epoch (loss 0.3127):  34%|███▍      | 5528/16050 [1:03:20<1:48:13,  1.62it/s]
Training 2/3 epoch (loss 0.3127):  34%|███▍      | 5529/16050 [1:03:20<1:50:17,  1.59it/s]
Training 2/3 epoch (loss 0.6339):  34%|███▍      | 5529/16050 [1:03:21<1:50:17,  1.59it/s]
Training 2/3 epoch (loss 0.6339):  34%|███▍      | 5530/16050 [1:03:21<1:39:17,  1.77it/s]
Training 2/3 epoch (loss 0.4728):  34%|███▍      | 5530/16050 [1:03:21<1:39:17,  1.77it/s]
Training 2/3 epoch (loss 0.4728):  34%|███▍      | 5531/16050 [1:03:21<1:36:24,  1.82it/s]
Training 2/3 epoch (loss 0.0038):  34%|███▍      | 5531/16050 [1:03:22<1:36:24,  1.82it/s]
Training 2/3 epoch (loss 0.0038):  34%|███▍      | 5532/16050 [1:03:22<1:34:16,  1.86it/s]
Training 2/3 epoch (loss 0.0229):  34%|███▍      | 5532/16050 [1:03:22<1:34:16,  1.86it/s]
Training 2/3 epoch (loss 0.0229):  34%|███▍      | 5533/16050 [1:03:22<1:27:36,  2.00it/s]
Training 2/3 epoch (loss 0.1607):  34%|███▍      | 5533/16050 [1:03:23<1:27:36,  2.00it/s]
Training 2/3 epoch (loss 0.1607):  34%|███▍      | 5534/16050 [1:03:23<1:23:31,  2.10it/s]
Training 2/3 epoch (loss 0.0911):  34%|███▍      | 5534/16050 [1:03:23<1:23:31,  2.10it/s]
Training 2/3 epoch (loss 0.0911):  34%|███▍      | 5535/16050 [1:03:23<1:20:20,  2.18it/s]
Training 2/3 epoch (loss 0.3216):  34%|███▍      | 5535/16050 [1:03:25<1:20:20,  2.18it/s]
Training 2/3 epoch (loss 0.3216):  34%|███▍      | 5536/16050 [1:03:25<2:53:04,  1.01it/s]
Training 2/3 epoch (loss 0.3315):  34%|███▍      | 5536/16050 [1:03:26<2:53:04,  1.01it/s]
Training 2/3 epoch (loss 0.3315):  34%|███▍      | 5537/16050 [1:03:26<2:30:24,  1.16it/s]
Training 2/3 epoch (loss 0.0004):  34%|███▍      | 5537/16050 [1:03:26<2:30:24,  1.16it/s]
Training 2/3 epoch (loss 0.0004):  35%|███▍      | 5538/16050 [1:03:26<2:06:20,  1.39it/s]
Training 2/3 epoch (loss 0.5336):  35%|███▍      | 5538/16050 [1:03:27<2:06:20,  1.39it/s]
Training 2/3 epoch (loss 0.5336):  35%|███▍      | 5539/16050 [1:03:27<1:46:31,  1.64it/s]
Training 2/3 epoch (loss 0.0085):  35%|███▍      | 5539/16050 [1:03:27<1:46:31,  1.64it/s]
Training 2/3 epoch (loss 0.0085):  35%|███▍      | 5540/16050 [1:03:27<1:36:39,  1.81it/s]
Training 2/3 epoch (loss 0.0488):  35%|███▍      | 5540/16050 [1:03:28<1:36:39,  1.81it/s]
Training 2/3 epoch (loss 0.0488):  35%|███▍      | 5541/16050 [1:03:28<1:51:35,  1.57it/s]
Training 2/3 epoch (loss 0.1409):  35%|███▍      | 5541/16050 [1:03:29<1:51:35,  1.57it/s]
Training 2/3 epoch (loss 0.1409):  35%|███▍      | 5542/16050 [1:03:29<1:51:11,  1.57it/s]
Training 2/3 epoch (loss 0.5358):  35%|███▍      | 5542/16050 [1:03:29<1:51:11,  1.57it/s]
Training 2/3 epoch (loss 0.5358):  35%|███▍      | 5543/16050 [1:03:29<1:42:31,  1.71it/s]
Training 2/3 epoch (loss 0.0146):  35%|███▍      | 5543/16050 [1:03:29<1:42:31,  1.71it/s]
Training 2/3 epoch (loss 0.0146):  35%|███▍      | 5544/16050 [1:03:29<1:32:09,  1.90it/s]
Training 2/3 epoch (loss 0.0065):  35%|███▍      | 5544/16050 [1:03:30<1:32:09,  1.90it/s]
Training 2/3 epoch (loss 0.0065):  35%|███▍      | 5545/16050 [1:03:30<1:35:59,  1.82it/s]
Training 2/3 epoch (loss 0.3380):  35%|███▍      | 5545/16050 [1:03:30<1:35:59,  1.82it/s]
Training 2/3 epoch (loss 0.3380):  35%|███▍      | 5546/16050 [1:03:30<1:29:05,  1.96it/s]
Training 2/3 epoch (loss 0.0088):  35%|███▍      | 5546/16050 [1:03:31<1:29:05,  1.96it/s]
Training 2/3 epoch (loss 0.0088):  35%|███▍      | 5547/16050 [1:03:31<1:31:13,  1.92it/s]
Training 2/3 epoch (loss 0.0099):  35%|███▍      | 5547/16050 [1:03:31<1:31:13,  1.92it/s]
Training 2/3 epoch (loss 0.0099):  35%|███▍      | 5548/16050 [1:03:31<1:30:07,  1.94it/s]
Training 2/3 epoch (loss 0.0253):  35%|███▍      | 5548/16050 [1:03:32<1:30:07,  1.94it/s]
Training 2/3 epoch (loss 0.0253):  35%|███▍      | 5549/16050 [1:03:32<1:27:48,  1.99it/s]
Training 2/3 epoch (loss 0.0008):  35%|███▍      | 5549/16050 [1:03:32<1:27:48,  1.99it/s]
Training 2/3 epoch (loss 0.0008):  35%|███▍      | 5550/16050 [1:03:32<1:22:32,  2.12it/s]
Training 2/3 epoch (loss 0.0041):  35%|███▍      | 5550/16050 [1:03:33<1:22:32,  2.12it/s]
Training 2/3 epoch (loss 0.0041):  35%|███▍      | 5551/16050 [1:03:33<1:29:13,  1.96it/s]
Training 2/3 epoch (loss 0.0088):  35%|███▍      | 5551/16050 [1:03:33<1:29:13,  1.96it/s]
Training 2/3 epoch (loss 0.0088):  35%|███▍      | 5552/16050 [1:03:33<1:29:18,  1.96it/s]
Training 2/3 epoch (loss 0.1847):  35%|███▍      | 5552/16050 [1:03:34<1:29:18,  1.96it/s]
Training 2/3 epoch (loss 0.1847):  35%|███▍      | 5553/16050 [1:03:34<1:29:36,  1.95it/s]
Training 2/3 epoch (loss 0.0427):  35%|███▍      | 5553/16050 [1:03:34<1:29:36,  1.95it/s]
Training 2/3 epoch (loss 0.0427):  35%|███▍      | 5554/16050 [1:03:34<1:29:28,  1.96it/s]
Training 2/3 epoch (loss 0.4157):  35%|███▍      | 5554/16050 [1:03:35<1:29:28,  1.96it/s]
Training 2/3 epoch (loss 0.4157):  35%|███▍      | 5555/16050 [1:03:35<1:37:00,  1.80it/s]
Training 2/3 epoch (loss 0.0039):  35%|███▍      | 5555/16050 [1:03:36<1:37:00,  1.80it/s]
Training 2/3 epoch (loss 0.0039):  35%|███▍      | 5556/16050 [1:03:36<1:47:48,  1.62it/s]
Training 2/3 epoch (loss 0.0564):  35%|███▍      | 5556/16050 [1:03:37<1:47:48,  1.62it/s]
Training 2/3 epoch (loss 0.0564):  35%|███▍      | 5557/16050 [1:03:37<1:52:28,  1.55it/s]
Training 2/3 epoch (loss 0.0371):  35%|███▍      | 5557/16050 [1:03:37<1:52:28,  1.55it/s]
Training 2/3 epoch (loss 0.0371):  35%|███▍      | 5558/16050 [1:03:37<1:52:22,  1.56it/s]
Training 2/3 epoch (loss 0.6000):  35%|███▍      | 5558/16050 [1:03:38<1:52:22,  1.56it/s]
Training 2/3 epoch (loss 0.6000):  35%|███▍      | 5559/16050 [1:03:38<1:46:04,  1.65it/s]
Training 2/3 epoch (loss 0.0516):  35%|███▍      | 5559/16050 [1:03:38<1:46:04,  1.65it/s]
Training 2/3 epoch (loss 0.0516):  35%|███▍      | 5560/16050 [1:03:38<1:35:48,  1.82it/s]
Training 2/3 epoch (loss 0.0477):  35%|███▍      | 5560/16050 [1:03:39<1:35:48,  1.82it/s]
Training 2/3 epoch (loss 0.0477):  35%|███▍      | 5561/16050 [1:03:39<1:43:53,  1.68it/s]
Training 2/3 epoch (loss 0.1375):  35%|███▍      | 5561/16050 [1:03:39<1:43:53,  1.68it/s]
Training 2/3 epoch (loss 0.1375):  35%|███▍      | 5562/16050 [1:03:39<1:44:52,  1.67it/s]
Training 2/3 epoch (loss 0.0060):  35%|███▍      | 5562/16050 [1:03:40<1:44:52,  1.67it/s]
Training 2/3 epoch (loss 0.0060):  35%|███▍      | 5563/16050 [1:03:40<1:36:35,  1.81it/s]
Training 2/3 epoch (loss 0.1143):  35%|███▍      | 5563/16050 [1:03:40<1:36:35,  1.81it/s]
Training 2/3 epoch (loss 0.1143):  35%|███▍      | 5564/16050 [1:03:40<1:29:16,  1.96it/s]
Training 2/3 epoch (loss 0.2237):  35%|███▍      | 5564/16050 [1:03:41<1:29:16,  1.96it/s]
Training 2/3 epoch (loss 0.2237):  35%|███▍      | 5565/16050 [1:03:41<1:34:38,  1.85it/s]
Training 2/3 epoch (loss 0.1686):  35%|███▍      | 5565/16050 [1:03:41<1:34:38,  1.85it/s]
Training 2/3 epoch (loss 0.1686):  35%|███▍      | 5566/16050 [1:03:41<1:27:41,  1.99it/s]
Training 2/3 epoch (loss 0.0021):  35%|███▍      | 5566/16050 [1:03:42<1:27:41,  1.99it/s]
Training 2/3 epoch (loss 0.0021):  35%|███▍      | 5567/16050 [1:03:42<1:32:39,  1.89it/s]
Training 2/3 epoch (loss 0.0418):  35%|███▍      | 5567/16050 [1:03:42<1:32:39,  1.89it/s]
Training 2/3 epoch (loss 0.0418):  35%|███▍      | 5568/16050 [1:03:42<1:32:33,  1.89it/s]
Training 2/3 epoch (loss 0.0007):  35%|███▍      | 5568/16050 [1:03:43<1:32:33,  1.89it/s]
Training 2/3 epoch (loss 0.0007):  35%|███▍      | 5569/16050 [1:03:43<1:29:31,  1.95it/s]
Training 2/3 epoch (loss 0.0465):  35%|███▍      | 5569/16050 [1:03:43<1:29:31,  1.95it/s]
Training 2/3 epoch (loss 0.0465):  35%|███▍      | 5570/16050 [1:03:43<1:26:57,  2.01it/s]
Training 2/3 epoch (loss 0.0129):  35%|███▍      | 5570/16050 [1:03:44<1:26:57,  2.01it/s]
Training 2/3 epoch (loss 0.0129):  35%|███▍      | 5571/16050 [1:03:44<1:29:13,  1.96it/s]
Training 2/3 epoch (loss 0.0053):  35%|███▍      | 5571/16050 [1:03:44<1:29:13,  1.96it/s]
Training 2/3 epoch (loss 0.0053):  35%|███▍      | 5572/16050 [1:03:44<1:25:21,  2.05it/s]
Training 2/3 epoch (loss 0.2048):  35%|███▍      | 5572/16050 [1:03:45<1:25:21,  2.05it/s]
Training 2/3 epoch (loss 0.2048):  35%|███▍      | 5573/16050 [1:03:45<1:21:22,  2.15it/s]
Training 2/3 epoch (loss 0.0491):  35%|███▍      | 5573/16050 [1:03:45<1:21:22,  2.15it/s]
Training 2/3 epoch (loss 0.0491):  35%|███▍      | 5574/16050 [1:03:45<1:33:31,  1.87it/s]
Training 2/3 epoch (loss 0.0583):  35%|███▍      | 5574/16050 [1:03:46<1:33:31,  1.87it/s]
Training 2/3 epoch (loss 0.0583):  35%|███▍      | 5575/16050 [1:03:46<1:38:03,  1.78it/s]
Training 2/3 epoch (loss 0.3598):  35%|███▍      | 5575/16050 [1:03:47<1:38:03,  1.78it/s]
Training 2/3 epoch (loss 0.3598):  35%|███▍      | 5576/16050 [1:03:47<1:37:44,  1.79it/s]
Training 2/3 epoch (loss 0.1674):  35%|███▍      | 5576/16050 [1:03:47<1:37:44,  1.79it/s]
Training 2/3 epoch (loss 0.1674):  35%|███▍      | 5577/16050 [1:03:47<1:39:59,  1.75it/s]
Training 2/3 epoch (loss 0.0698):  35%|███▍      | 5577/16050 [1:03:48<1:39:59,  1.75it/s]
Training 2/3 epoch (loss 0.0698):  35%|███▍      | 5578/16050 [1:03:48<1:32:06,  1.89it/s]
Training 2/3 epoch (loss 0.4819):  35%|███▍      | 5578/16050 [1:03:48<1:32:06,  1.89it/s]
Training 2/3 epoch (loss 0.4819):  35%|███▍      | 5579/16050 [1:03:48<1:22:11,  2.12it/s]
Training 2/3 epoch (loss 0.3782):  35%|███▍      | 5579/16050 [1:03:49<1:22:11,  2.12it/s]
Training 2/3 epoch (loss 0.3782):  35%|███▍      | 5580/16050 [1:03:49<1:35:48,  1.82it/s]
Training 2/3 epoch (loss 0.0913):  35%|███▍      | 5580/16050 [1:03:50<1:35:48,  1.82it/s]
Training 2/3 epoch (loss 0.0913):  35%|███▍      | 5581/16050 [1:03:50<1:51:59,  1.56it/s]
Training 2/3 epoch (loss 0.0331):  35%|███▍      | 5581/16050 [1:03:50<1:51:59,  1.56it/s]
Training 2/3 epoch (loss 0.0331):  35%|███▍      | 5582/16050 [1:03:50<1:50:21,  1.58it/s]
Training 2/3 epoch (loss 0.0122):  35%|███▍      | 5582/16050 [1:03:51<1:50:21,  1.58it/s]
Training 2/3 epoch (loss 0.0122):  35%|███▍      | 5583/16050 [1:03:51<1:40:45,  1.73it/s]
Training 2/3 epoch (loss 0.1399):  35%|███▍      | 5583/16050 [1:03:51<1:40:45,  1.73it/s]
Training 2/3 epoch (loss 0.1399):  35%|███▍      | 5584/16050 [1:03:51<1:29:09,  1.96it/s]
Training 2/3 epoch (loss 0.0006):  35%|███▍      | 5584/16050 [1:03:51<1:29:09,  1.96it/s]
Training 2/3 epoch (loss 0.0006):  35%|███▍      | 5585/16050 [1:03:51<1:26:28,  2.02it/s]
Training 2/3 epoch (loss 0.0481):  35%|███▍      | 5585/16050 [1:03:52<1:26:28,  2.02it/s]
Training 2/3 epoch (loss 0.0481):  35%|███▍      | 5586/16050 [1:03:52<1:24:51,  2.06it/s]
Training 2/3 epoch (loss 0.0046):  35%|███▍      | 5586/16050 [1:03:53<1:24:51,  2.06it/s]
Training 2/3 epoch (loss 0.0046):  35%|███▍      | 5587/16050 [1:03:53<1:35:24,  1.83it/s]
Training 2/3 epoch (loss 0.0635):  35%|███▍      | 5587/16050 [1:03:53<1:35:24,  1.83it/s]
Training 2/3 epoch (loss 0.0635):  35%|███▍      | 5588/16050 [1:03:53<1:31:53,  1.90it/s]
Training 2/3 epoch (loss 0.0027):  35%|███▍      | 5588/16050 [1:03:54<1:31:53,  1.90it/s]
Training 2/3 epoch (loss 0.0027):  35%|███▍      | 5589/16050 [1:03:54<1:36:47,  1.80it/s]
Training 2/3 epoch (loss 0.0005):  35%|███▍      | 5589/16050 [1:03:54<1:36:47,  1.80it/s]
Training 2/3 epoch (loss 0.0005):  35%|███▍      | 5590/16050 [1:03:54<1:28:53,  1.96it/s]
Training 2/3 epoch (loss 0.0022):  35%|███▍      | 5590/16050 [1:03:55<1:28:53,  1.96it/s]
Training 2/3 epoch (loss 0.0022):  35%|███▍      | 5591/16050 [1:03:55<1:28:56,  1.96it/s]
Training 2/3 epoch (loss 0.0002):  35%|███▍      | 5591/16050 [1:03:55<1:28:56,  1.96it/s]
Training 2/3 epoch (loss 0.0002):  35%|███▍      | 5592/16050 [1:03:55<1:21:01,  2.15it/s]
Training 2/3 epoch (loss 0.0002):  35%|███▍      | 5592/16050 [1:03:55<1:21:01,  2.15it/s]
Training 2/3 epoch (loss 0.0002):  35%|███▍      | 5593/16050 [1:03:55<1:20:27,  2.17it/s]
Training 2/3 epoch (loss 0.1435):  35%|███▍      | 5593/16050 [1:03:56<1:20:27,  2.17it/s]
Training 2/3 epoch (loss 0.1435):  35%|███▍      | 5594/16050 [1:03:56<1:31:50,  1.90it/s]
Training 2/3 epoch (loss 0.3982):  35%|███▍      | 5594/16050 [1:03:57<1:31:50,  1.90it/s]
Training 2/3 epoch (loss 0.3982):  35%|███▍      | 5595/16050 [1:03:57<1:32:26,  1.88it/s]
Training 2/3 epoch (loss 0.0278):  35%|███▍      | 5595/16050 [1:03:57<1:32:26,  1.88it/s]
Training 2/3 epoch (loss 0.0278):  35%|███▍      | 5596/16050 [1:03:57<1:29:16,  1.95it/s]
Training 2/3 epoch (loss 0.5301):  35%|███▍      | 5596/16050 [1:03:58<1:29:16,  1.95it/s]
Training 2/3 epoch (loss 0.5301):  35%|███▍      | 5597/16050 [1:03:58<1:33:58,  1.85it/s]
Training 2/3 epoch (loss 0.0121):  35%|███▍      | 5597/16050 [1:03:58<1:33:58,  1.85it/s]
Training 2/3 epoch (loss 0.0121):  35%|███▍      | 5598/16050 [1:03:58<1:43:42,  1.68it/s]
Training 2/3 epoch (loss 0.4893):  35%|███▍      | 5598/16050 [1:03:59<1:43:42,  1.68it/s]
Training 2/3 epoch (loss 0.4893):  35%|███▍      | 5599/16050 [1:03:59<1:35:15,  1.83it/s]
Training 2/3 epoch (loss 0.0134):  35%|███▍      | 5599/16050 [1:04:00<1:35:15,  1.83it/s]
Training 2/3 epoch (loss 0.0134):  35%|███▍      | 5600/16050 [1:04:00<1:40:42,  1.73it/s]
Training 2/3 epoch (loss 0.0023):  35%|███▍      | 5600/16050 [1:04:00<1:40:42,  1.73it/s]
Training 2/3 epoch (loss 0.0023):  35%|███▍      | 5601/16050 [1:04:00<1:31:13,  1.91it/s]
Training 2/3 epoch (loss 0.5071):  35%|███▍      | 5601/16050 [1:04:01<1:31:13,  1.91it/s]
Training 2/3 epoch (loss 0.5071):  35%|███▍      | 5602/16050 [1:04:01<1:36:02,  1.81it/s]
Training 2/3 epoch (loss 0.0683):  35%|███▍      | 5602/16050 [1:04:01<1:36:02,  1.81it/s]
Training 2/3 epoch (loss 0.0683):  35%|███▍      | 5603/16050 [1:04:01<1:39:13,  1.75it/s]
Training 2/3 epoch (loss 0.0414):  35%|███▍      | 5603/16050 [1:04:02<1:39:13,  1.75it/s]
Training 2/3 epoch (loss 0.0414):  35%|███▍      | 5604/16050 [1:04:02<1:30:45,  1.92it/s]
Training 2/3 epoch (loss 0.1281):  35%|███▍      | 5604/16050 [1:04:02<1:30:45,  1.92it/s]
Training 2/3 epoch (loss 0.1281):  35%|███▍      | 5605/16050 [1:04:02<1:27:40,  1.99it/s]
Training 2/3 epoch (loss 0.0099):  35%|███▍      | 5605/16050 [1:04:03<1:27:40,  1.99it/s]
Training 2/3 epoch (loss 0.0099):  35%|███▍      | 5606/16050 [1:04:03<1:35:19,  1.83it/s]
Training 2/3 epoch (loss 0.1062):  35%|███▍      | 5606/16050 [1:04:03<1:35:19,  1.83it/s]
Training 2/3 epoch (loss 0.1062):  35%|███▍      | 5607/16050 [1:04:03<1:31:08,  1.91it/s]
Training 2/3 epoch (loss 0.0062):  35%|███▍      | 5607/16050 [1:04:04<1:31:08,  1.91it/s]
Training 2/3 epoch (loss 0.0062):  35%|███▍      | 5608/16050 [1:04:04<1:48:52,  1.60it/s]
Training 2/3 epoch (loss 0.4781):  35%|███▍      | 5608/16050 [1:04:04<1:48:52,  1.60it/s]
Training 2/3 epoch (loss 0.4781):  35%|███▍      | 5609/16050 [1:04:04<1:37:32,  1.78it/s]
Training 2/3 epoch (loss 0.0615):  35%|███▍      | 5609/16050 [1:04:05<1:37:32,  1.78it/s]
Training 2/3 epoch (loss 0.0615):  35%|███▍      | 5610/16050 [1:04:05<1:29:25,  1.95it/s]
Training 2/3 epoch (loss 0.0215):  35%|███▍      | 5610/16050 [1:04:05<1:29:25,  1.95it/s]
Training 2/3 epoch (loss 0.0215):  35%|███▍      | 5611/16050 [1:04:05<1:33:34,  1.86it/s]
Training 2/3 epoch (loss 0.0694):  35%|███▍      | 5611/16050 [1:04:06<1:33:34,  1.86it/s]
Training 2/3 epoch (loss 0.0694):  35%|███▍      | 5612/16050 [1:04:06<1:29:50,  1.94it/s]
Training 2/3 epoch (loss 0.4111):  35%|███▍      | 5612/16050 [1:04:08<1:29:50,  1.94it/s]
Training 2/3 epoch (loss 0.4111):  35%|███▍      | 5613/16050 [1:04:08<2:59:04,  1.03s/it]
Training 2/3 epoch (loss 0.1015):  35%|███▍      | 5613/16050 [1:04:09<2:59:04,  1.03s/it]
Training 2/3 epoch (loss 0.1015):  35%|███▍      | 5614/16050 [1:04:09<2:32:45,  1.14it/s]
Training 2/3 epoch (loss 0.5553):  35%|███▍      | 5614/16050 [1:04:09<2:32:45,  1.14it/s]
Training 2/3 epoch (loss 0.5553):  35%|███▍      | 5615/16050 [1:04:09<2:20:18,  1.24it/s]
Training 2/3 epoch (loss 0.3686):  35%|███▍      | 5615/16050 [1:04:10<2:20:18,  1.24it/s]
Training 2/3 epoch (loss 0.3686):  35%|███▍      | 5616/16050 [1:04:10<2:07:08,  1.37it/s]
Training 2/3 epoch (loss 0.0424):  35%|███▍      | 5616/16050 [1:04:10<2:07:08,  1.37it/s]
Training 2/3 epoch (loss 0.0424):  35%|███▍      | 5617/16050 [1:04:10<1:57:15,  1.48it/s]
Training 2/3 epoch (loss 0.0911):  35%|███▍      | 5617/16050 [1:04:11<1:57:15,  1.48it/s]
Training 2/3 epoch (loss 0.0911):  35%|███▌      | 5618/16050 [1:04:11<1:45:50,  1.64it/s]
Training 2/3 epoch (loss 0.1787):  35%|███▌      | 5618/16050 [1:04:11<1:45:50,  1.64it/s]
Training 2/3 epoch (loss 0.1787):  35%|███▌      | 5619/16050 [1:04:11<1:38:16,  1.77it/s]
Training 2/3 epoch (loss 0.5048):  35%|███▌      | 5619/16050 [1:04:12<1:38:16,  1.77it/s]
Training 2/3 epoch (loss 0.5048):  35%|███▌      | 5620/16050 [1:04:12<1:43:02,  1.69it/s]
Training 2/3 epoch (loss 0.4519):  35%|███▌      | 5620/16050 [1:04:12<1:43:02,  1.69it/s]
Training 2/3 epoch (loss 0.4519):  35%|███▌      | 5621/16050 [1:04:12<1:29:57,  1.93it/s]
Training 2/3 epoch (loss 0.4182):  35%|███▌      | 5621/16050 [1:04:13<1:29:57,  1.93it/s]
Training 2/3 epoch (loss 0.4182):  35%|███▌      | 5622/16050 [1:04:13<1:21:49,  2.12it/s]
Training 2/3 epoch (loss 0.0050):  35%|███▌      | 5622/16050 [1:04:13<1:21:49,  2.12it/s]
Training 2/3 epoch (loss 0.0050):  35%|███▌      | 5623/16050 [1:04:13<1:21:26,  2.13it/s]
Training 2/3 epoch (loss 0.0143):  35%|███▌      | 5623/16050 [1:04:14<1:21:26,  2.13it/s]
Training 2/3 epoch (loss 0.0143):  35%|███▌      | 5624/16050 [1:04:14<1:29:45,  1.94it/s]
Training 2/3 epoch (loss 0.0945):  35%|███▌      | 5624/16050 [1:04:14<1:29:45,  1.94it/s]
Training 2/3 epoch (loss 0.0945):  35%|███▌      | 5625/16050 [1:04:14<1:38:28,  1.76it/s]
Training 2/3 epoch (loss 0.3494):  35%|███▌      | 5625/16050 [1:04:15<1:38:28,  1.76it/s]
Training 2/3 epoch (loss 0.3494):  35%|███▌      | 5626/16050 [1:04:15<1:41:18,  1.71it/s]
Training 2/3 epoch (loss 0.0264):  35%|███▌      | 5626/16050 [1:04:16<1:41:18,  1.71it/s]
Training 2/3 epoch (loss 0.0264):  35%|███▌      | 5627/16050 [1:04:16<1:39:04,  1.75it/s]
Training 2/3 epoch (loss 0.6043):  35%|███▌      | 5627/16050 [1:04:16<1:39:04,  1.75it/s]
Training 2/3 epoch (loss 0.6043):  35%|███▌      | 5628/16050 [1:04:16<1:40:40,  1.73it/s]
Training 2/3 epoch (loss 0.4601):  35%|███▌      | 5628/16050 [1:04:17<1:40:40,  1.73it/s]
Training 2/3 epoch (loss 0.4601):  35%|███▌      | 5629/16050 [1:04:17<1:45:02,  1.65it/s]
Training 2/3 epoch (loss 0.0446):  35%|███▌      | 5629/16050 [1:04:17<1:45:02,  1.65it/s]
Training 2/3 epoch (loss 0.0446):  35%|███▌      | 5630/16050 [1:04:17<1:37:30,  1.78it/s]
Training 2/3 epoch (loss 0.0858):  35%|███▌      | 5630/16050 [1:04:18<1:37:30,  1.78it/s]
Training 2/3 epoch (loss 0.0858):  35%|███▌      | 5631/16050 [1:04:18<1:41:31,  1.71it/s]
Training 2/3 epoch (loss 0.0155):  35%|███▌      | 5631/16050 [1:04:19<1:41:31,  1.71it/s]
Training 2/3 epoch (loss 0.0155):  35%|███▌      | 5632/16050 [1:04:19<1:44:46,  1.66it/s]
Training 2/3 epoch (loss 0.1189):  35%|███▌      | 5632/16050 [1:04:19<1:44:46,  1.66it/s]
Training 2/3 epoch (loss 0.1189):  35%|███▌      | 5633/16050 [1:04:19<1:35:23,  1.82it/s]
Training 2/3 epoch (loss 0.1206):  35%|███▌      | 5633/16050 [1:04:20<1:35:23,  1.82it/s]
Training 2/3 epoch (loss 0.1206):  35%|███▌      | 5634/16050 [1:04:20<1:35:21,  1.82it/s]
Training 2/3 epoch (loss 0.1858):  35%|███▌      | 5634/16050 [1:04:20<1:35:21,  1.82it/s]
Training 2/3 epoch (loss 0.1858):  35%|███▌      | 5635/16050 [1:04:20<1:48:31,  1.60it/s]
Training 2/3 epoch (loss 0.0512):  35%|███▌      | 5635/16050 [1:04:21<1:48:31,  1.60it/s]
Training 2/3 epoch (loss 0.0512):  35%|███▌      | 5636/16050 [1:04:21<1:47:44,  1.61it/s]
Training 2/3 epoch (loss 0.0271):  35%|███▌      | 5636/16050 [1:04:22<1:47:44,  1.61it/s]
Training 2/3 epoch (loss 0.0271):  35%|███▌      | 5637/16050 [1:04:22<1:42:24,  1.69it/s]
Training 2/3 epoch (loss 0.0326):  35%|███▌      | 5637/16050 [1:04:22<1:42:24,  1.69it/s]
Training 2/3 epoch (loss 0.0326):  35%|███▌      | 5638/16050 [1:04:22<1:49:07,  1.59it/s]
Training 2/3 epoch (loss 0.0012):  35%|███▌      | 5638/16050 [1:04:23<1:49:07,  1.59it/s]
Training 2/3 epoch (loss 0.0012):  35%|███▌      | 5639/16050 [1:04:23<1:37:41,  1.78it/s]
Training 2/3 epoch (loss 0.3285):  35%|███▌      | 5639/16050 [1:04:25<1:37:41,  1.78it/s]
Training 2/3 epoch (loss 0.3285):  35%|███▌      | 5640/16050 [1:04:25<3:10:50,  1.10s/it]
Training 2/3 epoch (loss 0.0419):  35%|███▌      | 5640/16050 [1:04:25<3:10:50,  1.10s/it]
Training 2/3 epoch (loss 0.0419):  35%|███▌      | 5641/16050 [1:04:25<2:35:02,  1.12it/s]
Training 2/3 epoch (loss 0.4860):  35%|███▌      | 5641/16050 [1:04:26<2:35:02,  1.12it/s]
Training 2/3 epoch (loss 0.4860):  35%|███▌      | 5642/16050 [1:04:26<2:21:34,  1.23it/s]
Training 2/3 epoch (loss 0.0452):  35%|███▌      | 5642/16050 [1:04:27<2:21:34,  1.23it/s]
Training 2/3 epoch (loss 0.0452):  35%|███▌      | 5643/16050 [1:04:27<2:13:54,  1.30it/s]
Training 2/3 epoch (loss 0.4092):  35%|███▌      | 5643/16050 [1:04:29<2:13:54,  1.30it/s]
Training 2/3 epoch (loss 0.4092):  35%|███▌      | 5644/16050 [1:04:29<3:35:29,  1.24s/it]
Training 2/3 epoch (loss 0.3252):  35%|███▌      | 5644/16050 [1:04:29<3:35:29,  1.24s/it]
Training 2/3 epoch (loss 0.3252):  35%|███▌      | 5645/16050 [1:04:29<2:52:08,  1.01it/s]
Training 2/3 epoch (loss 0.0663):  35%|███▌      | 5645/16050 [1:04:30<2:52:08,  1.01it/s]
Training 2/3 epoch (loss 0.0663):  35%|███▌      | 5646/16050 [1:04:30<2:41:37,  1.07it/s]
Training 2/3 epoch (loss 0.0045):  35%|███▌      | 5646/16050 [1:04:31<2:41:37,  1.07it/s]
Training 2/3 epoch (loss 0.0045):  35%|███▌      | 5647/16050 [1:04:31<2:12:04,  1.31it/s]
Training 2/3 epoch (loss 0.4918):  35%|███▌      | 5647/16050 [1:04:31<2:12:04,  1.31it/s]
Training 2/3 epoch (loss 0.4918):  35%|███▌      | 5648/16050 [1:04:31<2:03:11,  1.41it/s]
Training 2/3 epoch (loss 0.0028):  35%|███▌      | 5648/16050 [1:04:32<2:03:11,  1.41it/s]
Training 2/3 epoch (loss 0.0028):  35%|███▌      | 5649/16050 [1:04:32<1:58:51,  1.46it/s]
Training 2/3 epoch (loss 0.1240):  35%|███▌      | 5649/16050 [1:04:32<1:58:51,  1.46it/s]
Training 2/3 epoch (loss 0.1240):  35%|███▌      | 5650/16050 [1:04:32<1:45:09,  1.65it/s]
Training 2/3 epoch (loss 0.1446):  35%|███▌      | 5650/16050 [1:04:33<1:45:09,  1.65it/s]
Training 2/3 epoch (loss 0.1446):  35%|███▌      | 5651/16050 [1:04:33<1:50:48,  1.56it/s]
Training 2/3 epoch (loss 0.0355):  35%|███▌      | 5651/16050 [1:04:33<1:50:48,  1.56it/s]
Training 2/3 epoch (loss 0.0355):  35%|███▌      | 5652/16050 [1:04:33<1:38:18,  1.76it/s]
Training 2/3 epoch (loss 0.3725):  35%|███▌      | 5652/16050 [1:04:34<1:38:18,  1.76it/s]
Training 2/3 epoch (loss 0.3725):  35%|███▌      | 5653/16050 [1:04:34<1:32:43,  1.87it/s]
Training 2/3 epoch (loss 0.0109):  35%|███▌      | 5653/16050 [1:04:34<1:32:43,  1.87it/s]
Training 2/3 epoch (loss 0.0109):  35%|███▌      | 5654/16050 [1:04:34<1:28:43,  1.95it/s]
Training 2/3 epoch (loss 0.3418):  35%|███▌      | 5654/16050 [1:04:35<1:28:43,  1.95it/s]
Training 2/3 epoch (loss 0.3418):  35%|███▌      | 5655/16050 [1:04:35<1:34:35,  1.83it/s]
Training 2/3 epoch (loss 0.0048):  35%|███▌      | 5655/16050 [1:04:36<1:34:35,  1.83it/s]
Training 2/3 epoch (loss 0.0048):  35%|███▌      | 5656/16050 [1:04:36<1:56:48,  1.48it/s]
Training 2/3 epoch (loss 0.0130):  35%|███▌      | 5656/16050 [1:04:37<1:56:48,  1.48it/s]
Training 2/3 epoch (loss 0.0130):  35%|███▌      | 5657/16050 [1:04:37<1:51:53,  1.55it/s]
Training 2/3 epoch (loss 0.1763):  35%|███▌      | 5657/16050 [1:04:37<1:51:53,  1.55it/s]
Training 2/3 epoch (loss 0.1763):  35%|███▌      | 5658/16050 [1:04:37<1:49:24,  1.58it/s]
Training 2/3 epoch (loss 0.0323):  35%|███▌      | 5658/16050 [1:04:38<1:49:24,  1.58it/s]
Training 2/3 epoch (loss 0.0323):  35%|███▌      | 5659/16050 [1:04:38<1:40:14,  1.73it/s]
Training 2/3 epoch (loss 0.0103):  35%|███▌      | 5659/16050 [1:04:38<1:40:14,  1.73it/s]
Training 2/3 epoch (loss 0.0103):  35%|███▌      | 5660/16050 [1:04:38<1:31:31,  1.89it/s]
Training 2/3 epoch (loss 0.2192):  35%|███▌      | 5660/16050 [1:04:39<1:31:31,  1.89it/s]
Training 2/3 epoch (loss 0.2192):  35%|███▌      | 5661/16050 [1:04:39<1:39:00,  1.75it/s]
Training 2/3 epoch (loss 0.0265):  35%|███▌      | 5661/16050 [1:04:39<1:39:00,  1.75it/s]
Training 2/3 epoch (loss 0.0265):  35%|███▌      | 5662/16050 [1:04:39<1:41:48,  1.70it/s]
Training 2/3 epoch (loss 0.0231):  35%|███▌      | 5662/16050 [1:04:40<1:41:48,  1.70it/s]
Training 2/3 epoch (loss 0.0231):  35%|███▌      | 5663/16050 [1:04:40<1:45:28,  1.64it/s]
Training 2/3 epoch (loss 0.0348):  35%|███▌      | 5663/16050 [1:04:40<1:45:28,  1.64it/s]
Training 2/3 epoch (loss 0.0348):  35%|███▌      | 5664/16050 [1:04:40<1:32:30,  1.87it/s]
Training 2/3 epoch (loss 0.7970):  35%|███▌      | 5664/16050 [1:04:41<1:32:30,  1.87it/s]
Training 2/3 epoch (loss 0.7970):  35%|███▌      | 5665/16050 [1:04:41<1:31:44,  1.89it/s]
Training 2/3 epoch (loss 0.1360):  35%|███▌      | 5665/16050 [1:04:41<1:31:44,  1.89it/s]
Training 2/3 epoch (loss 0.1360):  35%|███▌      | 5666/16050 [1:04:41<1:27:54,  1.97it/s]
Training 2/3 epoch (loss 0.0863):  35%|███▌      | 5666/16050 [1:04:42<1:27:54,  1.97it/s]
Training 2/3 epoch (loss 0.0863):  35%|███▌      | 5667/16050 [1:04:42<1:18:50,  2.19it/s]
Training 2/3 epoch (loss 0.0545):  35%|███▌      | 5667/16050 [1:04:42<1:18:50,  2.19it/s]
Training 2/3 epoch (loss 0.0545):  35%|███▌      | 5668/16050 [1:04:42<1:19:30,  2.18it/s]
Training 2/3 epoch (loss 0.3326):  35%|███▌      | 5668/16050 [1:04:43<1:19:30,  2.18it/s]
Training 2/3 epoch (loss 0.3326):  35%|███▌      | 5669/16050 [1:04:43<1:18:33,  2.20it/s]
Training 2/3 epoch (loss 0.1229):  35%|███▌      | 5669/16050 [1:04:43<1:18:33,  2.20it/s]
Training 2/3 epoch (loss 0.1229):  35%|███▌      | 5670/16050 [1:04:43<1:12:50,  2.37it/s]
Training 2/3 epoch (loss 0.0073):  35%|███▌      | 5670/16050 [1:04:44<1:12:50,  2.37it/s]
Training 2/3 epoch (loss 0.0073):  35%|███▌      | 5671/16050 [1:04:44<1:49:33,  1.58it/s]
Training 2/3 epoch (loss 0.1278):  35%|███▌      | 5671/16050 [1:04:45<1:49:33,  1.58it/s]
Training 2/3 epoch (loss 0.1278):  35%|███▌      | 5672/16050 [1:04:45<1:48:17,  1.60it/s]
Training 2/3 epoch (loss 0.1812):  35%|███▌      | 5672/16050 [1:04:45<1:48:17,  1.60it/s]
Training 2/3 epoch (loss 0.1812):  35%|███▌      | 5673/16050 [1:04:45<1:40:00,  1.73it/s]
Training 2/3 epoch (loss 0.0548):  35%|███▌      | 5673/16050 [1:04:46<1:40:00,  1.73it/s]
Training 2/3 epoch (loss 0.0548):  35%|███▌      | 5674/16050 [1:04:46<1:37:49,  1.77it/s]
Training 2/3 epoch (loss 0.0138):  35%|███▌      | 5674/16050 [1:04:46<1:37:49,  1.77it/s]
Training 2/3 epoch (loss 0.0138):  35%|███▌      | 5675/16050 [1:04:46<1:29:01,  1.94it/s]
Training 2/3 epoch (loss 0.0125):  35%|███▌      | 5675/16050 [1:04:46<1:29:01,  1.94it/s]
Training 2/3 epoch (loss 0.0125):  35%|███▌      | 5676/16050 [1:04:46<1:26:01,  2.01it/s]
Training 2/3 epoch (loss 0.0404):  35%|███▌      | 5676/16050 [1:04:47<1:26:01,  2.01it/s]
Training 2/3 epoch (loss 0.0404):  35%|███▌      | 5677/16050 [1:04:47<1:32:13,  1.87it/s]
Training 2/3 epoch (loss 0.0960):  35%|███▌      | 5677/16050 [1:04:48<1:32:13,  1.87it/s]
Training 2/3 epoch (loss 0.0960):  35%|███▌      | 5678/16050 [1:04:48<1:31:00,  1.90it/s]
Training 2/3 epoch (loss 0.8376):  35%|███▌      | 5678/16050 [1:04:48<1:31:00,  1.90it/s]
Training 2/3 epoch (loss 0.8376):  35%|███▌      | 5679/16050 [1:04:48<1:24:26,  2.05it/s]
Training 2/3 epoch (loss 0.1568):  35%|███▌      | 5679/16050 [1:04:50<1:24:26,  2.05it/s]
Training 2/3 epoch (loss 0.1568):  35%|███▌      | 5680/16050 [1:04:50<2:54:28,  1.01s/it]
Training 2/3 epoch (loss 0.0132):  35%|███▌      | 5680/16050 [1:04:51<2:54:28,  1.01s/it]
Training 2/3 epoch (loss 0.0132):  35%|███▌      | 5681/16050 [1:04:51<2:28:22,  1.16it/s]
Training 2/3 epoch (loss 0.0028):  35%|███▌      | 5681/16050 [1:04:51<2:28:22,  1.16it/s]
Training 2/3 epoch (loss 0.0028):  35%|███▌      | 5682/16050 [1:04:51<2:01:53,  1.42it/s]
Training 2/3 epoch (loss 0.4966):  35%|███▌      | 5682/16050 [1:04:51<2:01:53,  1.42it/s]
Training 2/3 epoch (loss 0.4966):  35%|███▌      | 5683/16050 [1:04:51<1:46:39,  1.62it/s]
Training 2/3 epoch (loss 0.2597):  35%|███▌      | 5683/16050 [1:04:52<1:46:39,  1.62it/s]
Training 2/3 epoch (loss 0.2597):  35%|███▌      | 5684/16050 [1:04:52<1:46:09,  1.63it/s]
Training 2/3 epoch (loss 0.0141):  35%|███▌      | 5684/16050 [1:04:53<1:46:09,  1.63it/s]
Training 2/3 epoch (loss 0.0141):  35%|███▌      | 5685/16050 [1:04:53<1:47:49,  1.60it/s]
Training 2/3 epoch (loss 0.4726):  35%|███▌      | 5685/16050 [1:04:53<1:47:49,  1.60it/s]
Training 2/3 epoch (loss 0.4726):  35%|███▌      | 5686/16050 [1:04:53<1:39:21,  1.74it/s]
Training 2/3 epoch (loss 0.5642):  35%|███▌      | 5686/16050 [1:04:54<1:39:21,  1.74it/s]
Training 2/3 epoch (loss 0.5642):  35%|███▌      | 5687/16050 [1:04:54<1:40:49,  1.71it/s]
Training 2/3 epoch (loss 0.0713):  35%|███▌      | 5687/16050 [1:04:55<1:40:49,  1.71it/s]
Training 2/3 epoch (loss 0.0713):  35%|███▌      | 5688/16050 [1:04:55<1:48:02,  1.60it/s]
Training 2/3 epoch (loss 0.0625):  35%|███▌      | 5688/16050 [1:04:55<1:48:02,  1.60it/s]
Training 2/3 epoch (loss 0.0625):  35%|███▌      | 5689/16050 [1:04:55<1:42:27,  1.69it/s]
Training 2/3 epoch (loss 0.1001):  35%|███▌      | 5689/16050 [1:04:56<1:42:27,  1.69it/s]
Training 2/3 epoch (loss 0.1001):  35%|███▌      | 5690/16050 [1:04:56<1:46:08,  1.63it/s]
Training 2/3 epoch (loss 0.0054):  35%|███▌      | 5690/16050 [1:04:56<1:46:08,  1.63it/s]
Training 2/3 epoch (loss 0.0054):  35%|███▌      | 5691/16050 [1:04:56<1:43:47,  1.66it/s]
Training 2/3 epoch (loss 0.3124):  35%|███▌      | 5691/16050 [1:04:57<1:43:47,  1.66it/s]
Training 2/3 epoch (loss 0.3124):  35%|███▌      | 5692/16050 [1:04:57<1:41:16,  1.70it/s]
Training 2/3 epoch (loss 1.0637):  35%|███▌      | 5692/16050 [1:04:57<1:41:16,  1.70it/s]
Training 2/3 epoch (loss 1.0637):  35%|███▌      | 5693/16050 [1:04:57<1:32:57,  1.86it/s]
Training 2/3 epoch (loss 0.2115):  35%|███▌      | 5693/16050 [1:04:58<1:32:57,  1.86it/s]
Training 2/3 epoch (loss 0.2115):  35%|███▌      | 5694/16050 [1:04:58<1:26:56,  1.99it/s]
Training 2/3 epoch (loss 0.2599):  35%|███▌      | 5694/16050 [1:05:00<1:26:56,  1.99it/s]
Training 2/3 epoch (loss 0.2599):  35%|███▌      | 5695/16050 [1:05:00<3:02:12,  1.06s/it]
Training 2/3 epoch (loss 0.0960):  35%|███▌      | 5695/16050 [1:05:01<3:02:12,  1.06s/it]
Training 2/3 epoch (loss 0.0960):  35%|███▌      | 5696/16050 [1:05:01<3:08:21,  1.09s/it]
Training 2/3 epoch (loss 0.0812):  35%|███▌      | 5696/16050 [1:05:02<3:08:21,  1.09s/it]
Training 2/3 epoch (loss 0.0812):  35%|███▌      | 5697/16050 [1:05:02<2:46:28,  1.04it/s]
Training 2/3 epoch (loss 0.0310):  35%|███▌      | 5697/16050 [1:05:02<2:46:28,  1.04it/s]
Training 2/3 epoch (loss 0.0310):  36%|███▌      | 5698/16050 [1:05:02<2:28:19,  1.16it/s]
Training 2/3 epoch (loss 0.0466):  36%|███▌      | 5698/16050 [1:05:03<2:28:19,  1.16it/s]
Training 2/3 epoch (loss 0.0466):  36%|███▌      | 5699/16050 [1:05:03<2:11:45,  1.31it/s]
Training 2/3 epoch (loss 0.0341):  36%|███▌      | 5699/16050 [1:05:03<2:11:45,  1.31it/s]
Training 2/3 epoch (loss 0.0341):  36%|███▌      | 5700/16050 [1:05:03<1:55:02,  1.50it/s]
Training 2/3 epoch (loss 0.1740):  36%|███▌      | 5700/16050 [1:05:04<1:55:02,  1.50it/s]
Training 2/3 epoch (loss 0.1740):  36%|███▌      | 5701/16050 [1:05:04<1:55:50,  1.49it/s]
Training 2/3 epoch (loss 0.0008):  36%|███▌      | 5701/16050 [1:05:05<1:55:50,  1.49it/s]
Training 2/3 epoch (loss 0.0008):  36%|███▌      | 5702/16050 [1:05:05<1:42:25,  1.68it/s]
Training 2/3 epoch (loss 0.3597):  36%|███▌      | 5702/16050 [1:05:05<1:42:25,  1.68it/s]
Training 2/3 epoch (loss 0.3597):  36%|███▌      | 5703/16050 [1:05:05<1:42:50,  1.68it/s]
Training 2/3 epoch (loss 0.0296):  36%|███▌      | 5703/16050 [1:05:06<1:42:50,  1.68it/s]
Training 2/3 epoch (loss 0.0296):  36%|███▌      | 5704/16050 [1:05:06<1:37:43,  1.76it/s]
Training 2/3 epoch (loss 0.0132):  36%|███▌      | 5704/16050 [1:05:06<1:37:43,  1.76it/s]
Training 2/3 epoch (loss 0.0132):  36%|███▌      | 5705/16050 [1:05:06<1:44:36,  1.65it/s]
Training 2/3 epoch (loss 0.0196):  36%|███▌      | 5705/16050 [1:05:07<1:44:36,  1.65it/s]
Training 2/3 epoch (loss 0.0196):  36%|███▌      | 5706/16050 [1:05:07<1:52:16,  1.54it/s]
Training 2/3 epoch (loss 0.0053):  36%|███▌      | 5706/16050 [1:05:07<1:52:16,  1.54it/s]
Training 2/3 epoch (loss 0.0053):  36%|███▌      | 5707/16050 [1:05:07<1:39:12,  1.74it/s]
Training 2/3 epoch (loss 0.1150):  36%|███▌      | 5707/16050 [1:05:08<1:39:12,  1.74it/s]
Training 2/3 epoch (loss 0.1150):  36%|███▌      | 5708/16050 [1:05:08<1:36:33,  1.79it/s]
Training 2/3 epoch (loss 0.0926):  36%|███▌      | 5708/16050 [1:05:08<1:36:33,  1.79it/s]
Training 2/3 epoch (loss 0.0926):  36%|███▌      | 5709/16050 [1:05:08<1:28:58,  1.94it/s]
Training 2/3 epoch (loss 0.0617):  36%|███▌      | 5709/16050 [1:05:09<1:28:58,  1.94it/s]
Training 2/3 epoch (loss 0.0617):  36%|███▌      | 5710/16050 [1:05:09<1:28:47,  1.94it/s]
Training 2/3 epoch (loss 0.0992):  36%|███▌      | 5710/16050 [1:05:10<1:28:47,  1.94it/s]
Training 2/3 epoch (loss 0.0992):  36%|███▌      | 5711/16050 [1:05:10<1:36:27,  1.79it/s]
Training 2/3 epoch (loss 0.0210):  36%|███▌      | 5711/16050 [1:05:10<1:36:27,  1.79it/s]
Training 2/3 epoch (loss 0.0210):  36%|███▌      | 5712/16050 [1:05:10<1:33:18,  1.85it/s]
Training 2/3 epoch (loss 0.0011):  36%|███▌      | 5712/16050 [1:05:11<1:33:18,  1.85it/s]
Training 2/3 epoch (loss 0.0011):  36%|███▌      | 5713/16050 [1:05:11<1:31:57,  1.87it/s]
Training 2/3 epoch (loss 1.0872):  36%|███▌      | 5713/16050 [1:05:11<1:31:57,  1.87it/s]
Training 2/3 epoch (loss 1.0872):  36%|███▌      | 5714/16050 [1:05:11<1:28:15,  1.95it/s]
Training 2/3 epoch (loss 0.0363):  36%|███▌      | 5714/16050 [1:05:12<1:28:15,  1.95it/s]
Training 2/3 epoch (loss 0.0363):  36%|███▌      | 5715/16050 [1:05:12<1:33:16,  1.85it/s]
Training 2/3 epoch (loss 0.1877):  36%|███▌      | 5715/16050 [1:05:12<1:33:16,  1.85it/s]
Training 2/3 epoch (loss 0.1877):  36%|███▌      | 5716/16050 [1:05:12<1:44:56,  1.64it/s]
Training 2/3 epoch (loss 0.3429):  36%|███▌      | 5716/16050 [1:05:13<1:44:56,  1.64it/s]
Training 2/3 epoch (loss 0.3429):  36%|███▌      | 5717/16050 [1:05:13<1:48:38,  1.59it/s]
Training 2/3 epoch (loss 0.1281):  36%|███▌      | 5717/16050 [1:05:14<1:48:38,  1.59it/s]
Training 2/3 epoch (loss 0.1281):  36%|███▌      | 5718/16050 [1:05:14<1:40:11,  1.72it/s]
Training 2/3 epoch (loss 0.1684):  36%|███▌      | 5718/16050 [1:05:16<1:40:11,  1.72it/s]
Training 2/3 epoch (loss 0.1684):  36%|███▌      | 5719/16050 [1:05:16<3:11:46,  1.11s/it]
Training 2/3 epoch (loss 0.0171):  36%|███▌      | 5719/16050 [1:05:17<3:11:46,  1.11s/it]
Training 2/3 epoch (loss 0.0171):  36%|███▌      | 5720/16050 [1:05:17<2:51:39,  1.00it/s]
Training 2/3 epoch (loss 0.7502):  36%|███▌      | 5720/16050 [1:05:17<2:51:39,  1.00it/s]
Training 2/3 epoch (loss 0.7502):  36%|███▌      | 5721/16050 [1:05:17<2:24:11,  1.19it/s]
Training 2/3 epoch (loss 0.0067):  36%|███▌      | 5721/16050 [1:05:18<2:24:11,  1.19it/s]
Training 2/3 epoch (loss 0.0067):  36%|███▌      | 5722/16050 [1:05:18<2:18:25,  1.24it/s]
Training 2/3 epoch (loss 0.0130):  36%|███▌      | 5722/16050 [1:05:18<2:18:25,  1.24it/s]
Training 2/3 epoch (loss 0.0130):  36%|███▌      | 5723/16050 [1:05:18<1:59:20,  1.44it/s]
Training 2/3 epoch (loss 0.1445):  36%|███▌      | 5723/16050 [1:05:19<1:59:20,  1.44it/s]
Training 2/3 epoch (loss 0.1445):  36%|███▌      | 5724/16050 [1:05:19<1:44:57,  1.64it/s]
Training 2/3 epoch (loss 0.3035):  36%|███▌      | 5724/16050 [1:05:19<1:44:57,  1.64it/s]
Training 2/3 epoch (loss 0.3035):  36%|███▌      | 5725/16050 [1:05:19<1:32:13,  1.87it/s]
Training 2/3 epoch (loss 0.0360):  36%|███▌      | 5725/16050 [1:05:19<1:32:13,  1.87it/s]
Training 2/3 epoch (loss 0.0360):  36%|███▌      | 5726/16050 [1:05:19<1:25:21,  2.02it/s]
Training 2/3 epoch (loss 0.5213):  36%|███▌      | 5726/16050 [1:05:20<1:25:21,  2.02it/s]
Training 2/3 epoch (loss 0.5213):  36%|███▌      | 5727/16050 [1:05:20<1:24:14,  2.04it/s]
Training 2/3 epoch (loss 0.4502):  36%|███▌      | 5727/16050 [1:05:20<1:24:14,  2.04it/s]
Training 2/3 epoch (loss 0.4502):  36%|███▌      | 5728/16050 [1:05:20<1:22:52,  2.08it/s]
Training 2/3 epoch (loss 0.0250):  36%|███▌      | 5728/16050 [1:05:21<1:22:52,  2.08it/s]
Training 2/3 epoch (loss 0.0250):  36%|███▌      | 5729/16050 [1:05:21<1:15:29,  2.28it/s]
Training 2/3 epoch (loss 0.0085):  36%|███▌      | 5729/16050 [1:05:21<1:15:29,  2.28it/s]
Training 2/3 epoch (loss 0.0085):  36%|███▌      | 5730/16050 [1:05:21<1:15:46,  2.27it/s]
Training 2/3 epoch (loss 0.1335):  36%|███▌      | 5730/16050 [1:05:22<1:15:46,  2.27it/s]
Training 2/3 epoch (loss 0.1335):  36%|███▌      | 5731/16050 [1:05:22<1:14:10,  2.32it/s]
Training 2/3 epoch (loss 0.0031):  36%|███▌      | 5731/16050 [1:05:22<1:14:10,  2.32it/s]
Training 2/3 epoch (loss 0.0031):  36%|███▌      | 5732/16050 [1:05:22<1:15:46,  2.27it/s]
Training 2/3 epoch (loss 0.0053):  36%|███▌      | 5732/16050 [1:05:23<1:15:46,  2.27it/s]
Training 2/3 epoch (loss 0.0053):  36%|███▌      | 5733/16050 [1:05:23<1:19:59,  2.15it/s]
Training 2/3 epoch (loss 0.0301):  36%|███▌      | 5733/16050 [1:05:23<1:19:59,  2.15it/s]
Training 2/3 epoch (loss 0.0301):  36%|███▌      | 5734/16050 [1:05:23<1:27:26,  1.97it/s]
Training 2/3 epoch (loss 0.3211):  36%|███▌      | 5734/16050 [1:05:24<1:27:26,  1.97it/s]
Training 2/3 epoch (loss 0.3211):  36%|███▌      | 5735/16050 [1:05:24<1:35:24,  1.80it/s]
Training 2/3 epoch (loss 0.0055):  36%|███▌      | 5735/16050 [1:05:24<1:35:24,  1.80it/s]
Training 2/3 epoch (loss 0.0055):  36%|███▌      | 5736/16050 [1:05:24<1:27:28,  1.97it/s]
Training 2/3 epoch (loss 0.0572):  36%|███▌      | 5736/16050 [1:05:25<1:27:28,  1.97it/s]
Training 2/3 epoch (loss 0.0572):  36%|███▌      | 5737/16050 [1:05:25<1:35:53,  1.79it/s]
Training 2/3 epoch (loss 0.0005):  36%|███▌      | 5737/16050 [1:05:25<1:35:53,  1.79it/s]
Training 2/3 epoch (loss 0.0005):  36%|███▌      | 5738/16050 [1:05:25<1:28:56,  1.93it/s]
Training 2/3 epoch (loss 0.0538):  36%|███▌      | 5738/16050 [1:05:26<1:28:56,  1.93it/s]
Training 2/3 epoch (loss 0.0538):  36%|███▌      | 5739/16050 [1:05:26<1:37:19,  1.77it/s]
Training 2/3 epoch (loss 0.4173):  36%|███▌      | 5739/16050 [1:05:27<1:37:19,  1.77it/s]
Training 2/3 epoch (loss 0.4173):  36%|███▌      | 5740/16050 [1:05:27<1:42:14,  1.68it/s]
Training 2/3 epoch (loss 0.2727):  36%|███▌      | 5740/16050 [1:05:27<1:42:14,  1.68it/s]
Training 2/3 epoch (loss 0.2727):  36%|███▌      | 5741/16050 [1:05:27<1:31:56,  1.87it/s]
Training 2/3 epoch (loss 0.0762):  36%|███▌      | 5741/16050 [1:05:28<1:31:56,  1.87it/s]
Training 2/3 epoch (loss 0.0762):  36%|███▌      | 5742/16050 [1:05:28<1:25:18,  2.01it/s]
Training 2/3 epoch (loss 0.0036):  36%|███▌      | 5742/16050 [1:05:28<1:25:18,  2.01it/s]
Training 2/3 epoch (loss 0.0036):  36%|███▌      | 5743/16050 [1:05:28<1:31:37,  1.87it/s]
Training 2/3 epoch (loss 0.0016):  36%|███▌      | 5743/16050 [1:05:29<1:31:37,  1.87it/s]
Training 2/3 epoch (loss 0.0016):  36%|███▌      | 5744/16050 [1:05:29<1:24:42,  2.03it/s]
Training 2/3 epoch (loss 0.3315):  36%|███▌      | 5744/16050 [1:05:29<1:24:42,  2.03it/s]
Training 2/3 epoch (loss 0.3315):  36%|███▌      | 5745/16050 [1:05:29<1:26:32,  1.98it/s]
Training 2/3 epoch (loss 0.0351):  36%|███▌      | 5745/16050 [1:05:30<1:26:32,  1.98it/s]
Training 2/3 epoch (loss 0.0351):  36%|███▌      | 5746/16050 [1:05:30<1:44:06,  1.65it/s]
Training 2/3 epoch (loss 0.2719):  36%|███▌      | 5746/16050 [1:05:32<1:44:06,  1.65it/s]
Training 2/3 epoch (loss 0.2719):  36%|███▌      | 5747/16050 [1:05:32<3:13:51,  1.13s/it]
Training 2/3 epoch (loss 0.0494):  36%|███▌      | 5747/16050 [1:05:33<3:13:51,  1.13s/it]
Training 2/3 epoch (loss 0.0494):  36%|███▌      | 5748/16050 [1:05:33<2:44:06,  1.05it/s]
Training 2/3 epoch (loss 0.4649):  36%|███▌      | 5748/16050 [1:05:33<2:44:06,  1.05it/s]
Training 2/3 epoch (loss 0.4649):  36%|███▌      | 5749/16050 [1:05:33<2:17:13,  1.25it/s]
Training 2/3 epoch (loss 0.5314):  36%|███▌      | 5749/16050 [1:05:34<2:17:13,  1.25it/s]
Training 2/3 epoch (loss 0.5314):  36%|███▌      | 5750/16050 [1:05:34<2:02:09,  1.41it/s]
Training 2/3 epoch (loss 0.0118):  36%|███▌      | 5750/16050 [1:05:34<2:02:09,  1.41it/s]
Training 2/3 epoch (loss 0.0118):  36%|███▌      | 5751/16050 [1:05:34<1:52:42,  1.52it/s]
Training 2/3 epoch (loss 0.0803):  36%|███▌      | 5751/16050 [1:05:35<1:52:42,  1.52it/s]
Training 2/3 epoch (loss 0.0803):  36%|███▌      | 5752/16050 [1:05:35<1:45:44,  1.62it/s]
Training 2/3 epoch (loss 0.0006):  36%|███▌      | 5752/16050 [1:05:35<1:45:44,  1.62it/s]
Training 2/3 epoch (loss 0.0006):  36%|███▌      | 5753/16050 [1:05:35<1:38:32,  1.74it/s]
Training 2/3 epoch (loss 0.2363):  36%|███▌      | 5753/16050 [1:05:36<1:38:32,  1.74it/s]
Training 2/3 epoch (loss 0.2363):  36%|███▌      | 5754/16050 [1:05:36<1:36:02,  1.79it/s]
Training 2/3 epoch (loss 0.2829):  36%|███▌      | 5754/16050 [1:05:36<1:36:02,  1.79it/s]
Training 2/3 epoch (loss 0.2829):  36%|███▌      | 5755/16050 [1:05:36<1:41:47,  1.69it/s]
Training 2/3 epoch (loss 0.0086):  36%|███▌      | 5755/16050 [1:05:37<1:41:47,  1.69it/s]
Training 2/3 epoch (loss 0.0086):  36%|███▌      | 5756/16050 [1:05:37<1:50:06,  1.56it/s]
Training 2/3 epoch (loss 0.0615):  36%|███▌      | 5756/16050 [1:05:38<1:50:06,  1.56it/s]
Training 2/3 epoch (loss 0.0615):  36%|███▌      | 5757/16050 [1:05:38<1:50:25,  1.55it/s]
Training 2/3 epoch (loss 0.0207):  36%|███▌      | 5757/16050 [1:05:38<1:50:25,  1.55it/s]
Training 2/3 epoch (loss 0.0207):  36%|███▌      | 5758/16050 [1:05:38<1:46:49,  1.61it/s]
Training 2/3 epoch (loss 0.1349):  36%|███▌      | 5758/16050 [1:05:39<1:46:49,  1.61it/s]
Training 2/3 epoch (loss 0.1349):  36%|███▌      | 5759/16050 [1:05:39<1:38:34,  1.74it/s]
Training 2/3 epoch (loss 0.2606):  36%|███▌      | 5759/16050 [1:05:40<1:38:34,  1.74it/s]
Training 2/3 epoch (loss 0.2606):  36%|███▌      | 5760/16050 [1:05:40<1:41:41,  1.69it/s]
Training 2/3 epoch (loss 0.3588):  36%|███▌      | 5760/16050 [1:05:40<1:41:41,  1.69it/s]
Training 2/3 epoch (loss 0.3588):  36%|███▌      | 5761/16050 [1:05:40<1:31:39,  1.87it/s]
Training 2/3 epoch (loss 0.0003):  36%|███▌      | 5761/16050 [1:05:40<1:31:39,  1.87it/s]
Training 2/3 epoch (loss 0.0003):  36%|███▌      | 5762/16050 [1:05:40<1:22:13,  2.09it/s]
Training 2/3 epoch (loss 0.0019):  36%|███▌      | 5762/16050 [1:05:41<1:22:13,  2.09it/s]
Training 2/3 epoch (loss 0.0019):  36%|███▌      | 5763/16050 [1:05:41<1:29:05,  1.92it/s]
Training 2/3 epoch (loss 0.0005):  36%|███▌      | 5763/16050 [1:05:41<1:29:05,  1.92it/s]
Training 2/3 epoch (loss 0.0005):  36%|███▌      | 5764/16050 [1:05:41<1:20:58,  2.12it/s]
Training 2/3 epoch (loss 0.0499):  36%|███▌      | 5764/16050 [1:05:42<1:20:58,  2.12it/s]
Training 2/3 epoch (loss 0.0499):  36%|███▌      | 5765/16050 [1:05:42<1:28:06,  1.95it/s]
Training 2/3 epoch (loss 0.1179):  36%|███▌      | 5765/16050 [1:05:43<1:28:06,  1.95it/s]
Training 2/3 epoch (loss 0.1179):  36%|███▌      | 5766/16050 [1:05:43<1:36:01,  1.79it/s]
Training 2/3 epoch (loss 0.0091):  36%|███▌      | 5766/16050 [1:05:43<1:36:01,  1.79it/s]
Training 2/3 epoch (loss 0.0091):  36%|███▌      | 5767/16050 [1:05:43<1:44:46,  1.64it/s]
Training 2/3 epoch (loss 0.2144):  36%|███▌      | 5767/16050 [1:05:44<1:44:46,  1.64it/s]
Training 2/3 epoch (loss 0.2144):  36%|███▌      | 5768/16050 [1:05:44<1:40:47,  1.70it/s]
Training 2/3 epoch (loss 0.5208):  36%|███▌      | 5768/16050 [1:05:46<1:40:47,  1.70it/s]
Training 2/3 epoch (loss 0.5208):  36%|███▌      | 5769/16050 [1:05:46<3:10:48,  1.11s/it]
Training 2/3 epoch (loss 0.0110):  36%|███▌      | 5769/16050 [1:05:47<3:10:48,  1.11s/it]
Training 2/3 epoch (loss 0.0110):  36%|███▌      | 5770/16050 [1:05:47<2:49:09,  1.01it/s]
Training 2/3 epoch (loss 0.0031):  36%|███▌      | 5770/16050 [1:05:47<2:49:09,  1.01it/s]
Training 2/3 epoch (loss 0.0031):  36%|███▌      | 5771/16050 [1:05:47<2:20:43,  1.22it/s]
Training 2/3 epoch (loss 0.0003):  36%|███▌      | 5771/16050 [1:05:48<2:20:43,  1.22it/s]
Training 2/3 epoch (loss 0.0003):  36%|███▌      | 5772/16050 [1:05:48<2:02:53,  1.39it/s]
Training 2/3 epoch (loss 0.1041):  36%|███▌      | 5772/16050 [1:05:48<2:02:53,  1.39it/s]
Training 2/3 epoch (loss 0.1041):  36%|███▌      | 5773/16050 [1:05:48<1:50:39,  1.55it/s]
Training 2/3 epoch (loss 0.0229):  36%|███▌      | 5773/16050 [1:05:49<1:50:39,  1.55it/s]
Training 2/3 epoch (loss 0.0229):  36%|███▌      | 5774/16050 [1:05:49<1:59:30,  1.43it/s]
Training 2/3 epoch (loss 0.0008):  36%|███▌      | 5774/16050 [1:05:50<1:59:30,  1.43it/s]
Training 2/3 epoch (loss 0.0008):  36%|███▌      | 5775/16050 [1:05:50<2:05:28,  1.36it/s]
Training 2/3 epoch (loss 0.0169):  36%|███▌      | 5775/16050 [1:05:50<2:05:28,  1.36it/s]
Training 2/3 epoch (loss 0.0169):  36%|███▌      | 5776/16050 [1:05:50<1:50:29,  1.55it/s]
Training 2/3 epoch (loss 0.0104):  36%|███▌      | 5776/16050 [1:05:51<1:50:29,  1.55it/s]
Training 2/3 epoch (loss 0.0104):  36%|███▌      | 5777/16050 [1:05:51<1:42:14,  1.67it/s]
Training 2/3 epoch (loss 0.2871):  36%|███▌      | 5777/16050 [1:05:51<1:42:14,  1.67it/s]
Training 2/3 epoch (loss 0.2871):  36%|███▌      | 5778/16050 [1:05:51<1:44:42,  1.63it/s]
Training 2/3 epoch (loss 0.0003):  36%|███▌      | 5778/16050 [1:05:52<1:44:42,  1.63it/s]
Training 2/3 epoch (loss 0.0003):  36%|███▌      | 5779/16050 [1:05:52<1:47:39,  1.59it/s]
Training 2/3 epoch (loss 0.0012):  36%|███▌      | 5779/16050 [1:05:53<1:47:39,  1.59it/s]
Training 2/3 epoch (loss 0.0012):  36%|███▌      | 5780/16050 [1:05:53<1:47:45,  1.59it/s]
Training 2/3 epoch (loss 0.1023):  36%|███▌      | 5780/16050 [1:05:53<1:47:45,  1.59it/s]
Training 2/3 epoch (loss 0.1023):  36%|███▌      | 5781/16050 [1:05:53<1:38:15,  1.74it/s]
Training 2/3 epoch (loss 0.0468):  36%|███▌      | 5781/16050 [1:05:54<1:38:15,  1.74it/s]
Training 2/3 epoch (loss 0.0468):  36%|███▌      | 5782/16050 [1:05:54<1:29:33,  1.91it/s]
Training 2/3 epoch (loss 0.0175):  36%|███▌      | 5782/16050 [1:05:54<1:29:33,  1.91it/s]
Training 2/3 epoch (loss 0.0175):  36%|███▌      | 5783/16050 [1:05:54<1:44:19,  1.64it/s]
Training 2/3 epoch (loss 0.0882):  36%|███▌      | 5783/16050 [1:05:55<1:44:19,  1.64it/s]
Training 2/3 epoch (loss 0.0882):  36%|███▌      | 5784/16050 [1:05:55<1:35:22,  1.79it/s]
Training 2/3 epoch (loss 0.1907):  36%|███▌      | 5784/16050 [1:05:55<1:35:22,  1.79it/s]
Training 2/3 epoch (loss 0.1907):  36%|███▌      | 5785/16050 [1:05:55<1:30:09,  1.90it/s]
Training 2/3 epoch (loss 0.2232):  36%|███▌      | 5785/16050 [1:05:56<1:30:09,  1.90it/s]
Training 2/3 epoch (loss 0.2232):  36%|███▌      | 5786/16050 [1:05:56<1:43:08,  1.66it/s]
Training 2/3 epoch (loss 0.2038):  36%|███▌      | 5786/16050 [1:05:58<1:43:08,  1.66it/s]
Training 2/3 epoch (loss 0.2038):  36%|███▌      | 5787/16050 [1:05:58<3:13:01,  1.13s/it]
Training 2/3 epoch (loss 0.0830):  36%|███▌      | 5787/16050 [1:05:59<3:13:01,  1.13s/it]
Training 2/3 epoch (loss 0.0830):  36%|███▌      | 5788/16050 [1:05:59<2:50:20,  1.00it/s]
Training 2/3 epoch (loss 0.2487):  36%|███▌      | 5788/16050 [1:06:00<2:50:20,  1.00it/s]
Training 2/3 epoch (loss 0.2487):  36%|███▌      | 5789/16050 [1:06:00<2:19:28,  1.23it/s]
Training 2/3 epoch (loss 0.2242):  36%|███▌      | 5789/16050 [1:06:00<2:19:28,  1.23it/s]
Training 2/3 epoch (loss 0.2242):  36%|███▌      | 5790/16050 [1:06:00<1:58:08,  1.45it/s]
Training 2/3 epoch (loss 0.8544):  36%|███▌      | 5790/16050 [1:06:00<1:58:08,  1.45it/s]
Training 2/3 epoch (loss 0.8544):  36%|███▌      | 5791/16050 [1:06:00<1:43:09,  1.66it/s]
Training 2/3 epoch (loss 0.1625):  36%|███▌      | 5791/16050 [1:06:03<1:43:09,  1.66it/s]
Training 2/3 epoch (loss 0.1625):  36%|███▌      | 5792/16050 [1:06:03<3:12:31,  1.13s/it]
Training 2/3 epoch (loss 0.0030):  36%|███▌      | 5792/16050 [1:06:03<3:12:31,  1.13s/it]
Training 2/3 epoch (loss 0.0030):  36%|███▌      | 5793/16050 [1:06:03<2:42:00,  1.06it/s]
Training 2/3 epoch (loss 0.0018):  36%|███▌      | 5793/16050 [1:06:04<2:42:00,  1.06it/s]
Training 2/3 epoch (loss 0.0018):  36%|███▌      | 5794/16050 [1:06:04<2:19:33,  1.22it/s]
Training 2/3 epoch (loss 0.0385):  36%|███▌      | 5794/16050 [1:06:04<2:19:33,  1.22it/s]
Training 2/3 epoch (loss 0.0385):  36%|███▌      | 5795/16050 [1:06:04<2:09:30,  1.32it/s]
Training 2/3 epoch (loss 0.4726):  36%|███▌      | 5795/16050 [1:06:05<2:09:30,  1.32it/s]
Training 2/3 epoch (loss 0.4726):  36%|███▌      | 5796/16050 [1:06:05<1:49:39,  1.56it/s]
Training 2/3 epoch (loss 0.0044):  36%|███▌      | 5796/16050 [1:06:05<1:49:39,  1.56it/s]
Training 2/3 epoch (loss 0.0044):  36%|███▌      | 5797/16050 [1:06:05<1:46:39,  1.60it/s]
Training 2/3 epoch (loss 0.3767):  36%|███▌      | 5797/16050 [1:06:06<1:46:39,  1.60it/s]
Training 2/3 epoch (loss 0.3767):  36%|███▌      | 5798/16050 [1:06:06<1:33:32,  1.83it/s]
Training 2/3 epoch (loss 0.3286):  36%|███▌      | 5798/16050 [1:06:06<1:33:32,  1.83it/s]
Training 2/3 epoch (loss 0.3286):  36%|███▌      | 5799/16050 [1:06:06<1:31:07,  1.88it/s]
Training 2/3 epoch (loss 0.0011):  36%|███▌      | 5799/16050 [1:06:07<1:31:07,  1.88it/s]
Training 2/3 epoch (loss 0.0011):  36%|███▌      | 5800/16050 [1:06:07<1:24:52,  2.01it/s]
Training 2/3 epoch (loss 0.0279):  36%|███▌      | 5800/16050 [1:06:07<1:24:52,  2.01it/s]
Training 2/3 epoch (loss 0.0279):  36%|███▌      | 5801/16050 [1:06:07<1:20:13,  2.13it/s]
Training 2/3 epoch (loss 0.7093):  36%|███▌      | 5801/16050 [1:06:08<1:20:13,  2.13it/s]
Training 2/3 epoch (loss 0.7093):  36%|███▌      | 5802/16050 [1:06:08<1:28:22,  1.93it/s]
Training 2/3 epoch (loss 0.0031):  36%|███▌      | 5802/16050 [1:06:08<1:28:22,  1.93it/s]
Training 2/3 epoch (loss 0.0031):  36%|███▌      | 5803/16050 [1:06:08<1:31:33,  1.87it/s]
Training 2/3 epoch (loss 0.2969):  36%|███▌      | 5803/16050 [1:06:09<1:31:33,  1.87it/s]
Training 2/3 epoch (loss 0.2969):  36%|███▌      | 5804/16050 [1:06:09<1:27:35,  1.95it/s]
Training 2/3 epoch (loss 0.0001):  36%|███▌      | 5804/16050 [1:06:09<1:27:35,  1.95it/s]
Training 2/3 epoch (loss 0.0001):  36%|███▌      | 5805/16050 [1:06:09<1:25:28,  2.00it/s]
Training 2/3 epoch (loss 0.0708):  36%|███▌      | 5805/16050 [1:06:10<1:25:28,  2.00it/s]
Training 2/3 epoch (loss 0.0708):  36%|███▌      | 5806/16050 [1:06:10<1:31:46,  1.86it/s]
Training 2/3 epoch (loss 0.1568):  36%|███▌      | 5806/16050 [1:06:11<1:31:46,  1.86it/s]
Training 2/3 epoch (loss 0.1568):  36%|███▌      | 5807/16050 [1:06:11<1:48:07,  1.58it/s]
Training 2/3 epoch (loss 0.4131):  36%|███▌      | 5807/16050 [1:06:11<1:48:07,  1.58it/s]
Training 2/3 epoch (loss 0.4131):  36%|███▌      | 5808/16050 [1:06:11<1:36:59,  1.76it/s]
Training 2/3 epoch (loss 0.2353):  36%|███▌      | 5808/16050 [1:06:11<1:36:59,  1.76it/s]
Training 2/3 epoch (loss 0.2353):  36%|███▌      | 5809/16050 [1:06:11<1:31:51,  1.86it/s]
Training 2/3 epoch (loss 0.0160):  36%|███▌      | 5809/16050 [1:06:12<1:31:51,  1.86it/s]
Training 2/3 epoch (loss 0.0160):  36%|███▌      | 5810/16050 [1:06:12<1:34:17,  1.81it/s]
Training 2/3 epoch (loss 0.0026):  36%|███▌      | 5810/16050 [1:06:13<1:34:17,  1.81it/s]
Training 2/3 epoch (loss 0.0026):  36%|███▌      | 5811/16050 [1:06:13<1:36:09,  1.77it/s]
Training 2/3 epoch (loss 0.2709):  36%|███▌      | 5811/16050 [1:06:15<1:36:09,  1.77it/s]
Training 2/3 epoch (loss 0.2709):  36%|███▌      | 5812/16050 [1:06:15<3:07:36,  1.10s/it]
Training 2/3 epoch (loss 0.3074):  36%|███▌      | 5812/16050 [1:06:15<3:07:36,  1.10s/it]
Training 2/3 epoch (loss 0.3074):  36%|███▌      | 5813/16050 [1:06:15<2:29:49,  1.14it/s]
Training 2/3 epoch (loss 0.0344):  36%|███▌      | 5813/16050 [1:06:16<2:29:49,  1.14it/s]
Training 2/3 epoch (loss 0.0344):  36%|███▌      | 5814/16050 [1:06:16<2:22:17,  1.20it/s]
Training 2/3 epoch (loss 0.0330):  36%|███▌      | 5814/16050 [1:06:17<2:22:17,  1.20it/s]
Training 2/3 epoch (loss 0.0330):  36%|███▌      | 5815/16050 [1:06:17<2:21:45,  1.20it/s]
Training 2/3 epoch (loss 0.0214):  36%|███▌      | 5815/16050 [1:06:18<2:21:45,  1.20it/s]
Training 2/3 epoch (loss 0.0214):  36%|███▌      | 5816/16050 [1:06:18<2:28:17,  1.15it/s]
Training 2/3 epoch (loss 0.0036):  36%|███▌      | 5816/16050 [1:06:18<2:28:17,  1.15it/s]
Training 2/3 epoch (loss 0.0036):  36%|███▌      | 5817/16050 [1:06:18<2:02:13,  1.40it/s]
Training 2/3 epoch (loss 0.2517):  36%|███▌      | 5817/16050 [1:06:19<2:02:13,  1.40it/s]
Training 2/3 epoch (loss 0.2517):  36%|███▌      | 5818/16050 [1:06:19<1:52:29,  1.52it/s]
Training 2/3 epoch (loss 0.0007):  36%|███▌      | 5818/16050 [1:06:19<1:52:29,  1.52it/s]
Training 2/3 epoch (loss 0.0007):  36%|███▋      | 5819/16050 [1:06:19<1:49:53,  1.55it/s]
Training 2/3 epoch (loss 0.0002):  36%|███▋      | 5819/16050 [1:06:20<1:49:53,  1.55it/s]
Training 2/3 epoch (loss 0.0002):  36%|███▋      | 5820/16050 [1:06:20<1:46:56,  1.59it/s]
Training 2/3 epoch (loss 0.5103):  36%|███▋      | 5820/16050 [1:06:21<1:46:56,  1.59it/s]
Training 2/3 epoch (loss 0.5103):  36%|███▋      | 5821/16050 [1:06:21<1:50:50,  1.54it/s]
Training 2/3 epoch (loss 0.0070):  36%|███▋      | 5821/16050 [1:06:21<1:50:50,  1.54it/s]
Training 2/3 epoch (loss 0.0070):  36%|███▋      | 5822/16050 [1:06:21<1:44:28,  1.63it/s]
Training 2/3 epoch (loss 0.4242):  36%|███▋      | 5822/16050 [1:06:22<1:44:28,  1.63it/s]
Training 2/3 epoch (loss 0.4242):  36%|███▋      | 5823/16050 [1:06:22<1:36:57,  1.76it/s]
Training 2/3 epoch (loss 0.6895):  36%|███▋      | 5823/16050 [1:06:22<1:36:57,  1.76it/s]
Training 2/3 epoch (loss 0.6895):  36%|███▋      | 5824/16050 [1:06:22<1:49:29,  1.56it/s]
Training 2/3 epoch (loss 0.0013):  36%|███▋      | 5824/16050 [1:06:23<1:49:29,  1.56it/s]
Training 2/3 epoch (loss 0.0013):  36%|███▋      | 5825/16050 [1:06:23<1:40:30,  1.70it/s]
Training 2/3 epoch (loss 0.0005):  36%|███▋      | 5825/16050 [1:06:23<1:40:30,  1.70it/s]
Training 2/3 epoch (loss 0.0005):  36%|███▋      | 5826/16050 [1:06:23<1:33:16,  1.83it/s]
Training 2/3 epoch (loss 0.0016):  36%|███▋      | 5826/16050 [1:06:24<1:33:16,  1.83it/s]
Training 2/3 epoch (loss 0.0016):  36%|███▋      | 5827/16050 [1:06:24<1:26:34,  1.97it/s]
Training 2/3 epoch (loss 0.0003):  36%|███▋      | 5827/16050 [1:06:24<1:26:34,  1.97it/s]
Training 2/3 epoch (loss 0.0003):  36%|███▋      | 5828/16050 [1:06:24<1:21:32,  2.09it/s]
Training 2/3 epoch (loss 0.0925):  36%|███▋      | 5828/16050 [1:06:25<1:21:32,  2.09it/s]
Training 2/3 epoch (loss 0.0925):  36%|███▋      | 5829/16050 [1:06:25<1:19:59,  2.13it/s]
Training 2/3 epoch (loss 0.0750):  36%|███▋      | 5829/16050 [1:06:25<1:19:59,  2.13it/s]
Training 2/3 epoch (loss 0.0750):  36%|███▋      | 5830/16050 [1:06:25<1:20:35,  2.11it/s]
Training 2/3 epoch (loss 0.0705):  36%|███▋      | 5830/16050 [1:06:26<1:20:35,  2.11it/s]
Training 2/3 epoch (loss 0.0705):  36%|███▋      | 5831/16050 [1:06:26<1:30:16,  1.89it/s]
Training 2/3 epoch (loss 0.0958):  36%|███▋      | 5831/16050 [1:06:27<1:30:16,  1.89it/s]
Training 2/3 epoch (loss 0.0958):  36%|███▋      | 5832/16050 [1:06:27<1:45:05,  1.62it/s]
Training 2/3 epoch (loss 0.0611):  36%|███▋      | 5832/16050 [1:06:27<1:45:05,  1.62it/s]
Training 2/3 epoch (loss 0.0611):  36%|███▋      | 5833/16050 [1:06:27<1:41:04,  1.68it/s]
Training 2/3 epoch (loss 0.2964):  36%|███▋      | 5833/16050 [1:06:30<1:41:04,  1.68it/s]
Training 2/3 epoch (loss 0.2964):  36%|███▋      | 5834/16050 [1:06:30<3:10:33,  1.12s/it]
Training 2/3 epoch (loss 0.4594):  36%|███▋      | 5834/16050 [1:06:30<3:10:33,  1.12s/it]
Training 2/3 epoch (loss 0.4594):  36%|███▋      | 5835/16050 [1:06:30<2:40:41,  1.06it/s]
Training 2/3 epoch (loss 0.0807):  36%|███▋      | 5835/16050 [1:06:30<2:40:41,  1.06it/s]
Training 2/3 epoch (loss 0.0807):  36%|███▋      | 5836/16050 [1:06:30<2:11:10,  1.30it/s]
Training 2/3 epoch (loss 0.2545):  36%|███▋      | 5836/16050 [1:06:31<2:11:10,  1.30it/s]
Training 2/3 epoch (loss 0.2545):  36%|███▋      | 5837/16050 [1:06:31<2:13:46,  1.27it/s]
Training 2/3 epoch (loss 0.0315):  36%|███▋      | 5837/16050 [1:06:32<2:13:46,  1.27it/s]
Training 2/3 epoch (loss 0.0315):  36%|███▋      | 5838/16050 [1:06:32<1:50:06,  1.55it/s]
Training 2/3 epoch (loss 0.0333):  36%|███▋      | 5838/16050 [1:06:32<1:50:06,  1.55it/s]
Training 2/3 epoch (loss 0.0333):  36%|███▋      | 5839/16050 [1:06:32<1:53:36,  1.50it/s]
Training 2/3 epoch (loss 0.0359):  36%|███▋      | 5839/16050 [1:06:33<1:53:36,  1.50it/s]
Training 2/3 epoch (loss 0.0359):  36%|███▋      | 5840/16050 [1:06:33<1:41:43,  1.67it/s]
Training 2/3 epoch (loss 0.0247):  36%|███▋      | 5840/16050 [1:06:34<1:41:43,  1.67it/s]
Training 2/3 epoch (loss 0.0247):  36%|███▋      | 5841/16050 [1:06:34<1:52:37,  1.51it/s]
Training 2/3 epoch (loss 0.0532):  36%|███▋      | 5841/16050 [1:06:34<1:52:37,  1.51it/s]
Training 2/3 epoch (loss 0.0532):  36%|███▋      | 5842/16050 [1:06:34<1:40:45,  1.69it/s]
Training 2/3 epoch (loss 0.0057):  36%|███▋      | 5842/16050 [1:06:34<1:40:45,  1.69it/s]
Training 2/3 epoch (loss 0.0057):  36%|███▋      | 5843/16050 [1:06:34<1:31:19,  1.86it/s]
Training 2/3 epoch (loss 0.0391):  36%|███▋      | 5843/16050 [1:06:35<1:31:19,  1.86it/s]
Training 2/3 epoch (loss 0.0391):  36%|███▋      | 5844/16050 [1:06:35<1:23:48,  2.03it/s]
Training 2/3 epoch (loss 0.4218):  36%|███▋      | 5844/16050 [1:06:35<1:23:48,  2.03it/s]
Training 2/3 epoch (loss 0.4218):  36%|███▋      | 5845/16050 [1:06:35<1:15:45,  2.25it/s]
Training 2/3 epoch (loss 0.0012):  36%|███▋      | 5845/16050 [1:06:36<1:15:45,  2.25it/s]
Training 2/3 epoch (loss 0.0012):  36%|███▋      | 5846/16050 [1:06:36<1:16:07,  2.23it/s]
Training 2/3 epoch (loss 0.0008):  36%|███▋      | 5846/16050 [1:06:36<1:16:07,  2.23it/s]
Training 2/3 epoch (loss 0.0008):  36%|███▋      | 5847/16050 [1:06:36<1:16:12,  2.23it/s]
Training 2/3 epoch (loss 0.0147):  36%|███▋      | 5847/16050 [1:06:36<1:16:12,  2.23it/s]
Training 2/3 epoch (loss 0.0147):  36%|███▋      | 5848/16050 [1:06:36<1:19:07,  2.15it/s]
Training 2/3 epoch (loss 0.6931):  36%|███▋      | 5848/16050 [1:06:37<1:19:07,  2.15it/s]
Training 2/3 epoch (loss 0.6931):  36%|███▋      | 5849/16050 [1:06:37<1:22:45,  2.05it/s]
Training 2/3 epoch (loss 0.2588):  36%|███▋      | 5849/16050 [1:06:37<1:22:45,  2.05it/s]
Training 2/3 epoch (loss 0.2588):  36%|███▋      | 5850/16050 [1:06:37<1:21:26,  2.09it/s]
Training 2/3 epoch (loss 0.1027):  36%|███▋      | 5850/16050 [1:06:38<1:21:26,  2.09it/s]
Training 2/3 epoch (loss 0.1027):  36%|███▋      | 5851/16050 [1:06:38<1:30:25,  1.88it/s]
Training 2/3 epoch (loss 0.0154):  36%|███▋      | 5851/16050 [1:06:39<1:30:25,  1.88it/s]
Training 2/3 epoch (loss 0.0154):  36%|███▋      | 5852/16050 [1:06:39<1:23:16,  2.04it/s]
Training 2/3 epoch (loss 0.0005):  36%|███▋      | 5852/16050 [1:06:39<1:23:16,  2.04it/s]
Training 2/3 epoch (loss 0.0005):  36%|███▋      | 5853/16050 [1:06:39<1:31:23,  1.86it/s]
Training 2/3 epoch (loss 0.0914):  36%|███▋      | 5853/16050 [1:06:40<1:31:23,  1.86it/s]
Training 2/3 epoch (loss 0.0914):  36%|███▋      | 5854/16050 [1:06:40<1:31:11,  1.86it/s]
Training 2/3 epoch (loss 0.0528):  36%|███▋      | 5854/16050 [1:06:40<1:31:11,  1.86it/s]
Training 2/3 epoch (loss 0.0528):  36%|███▋      | 5855/16050 [1:06:40<1:35:57,  1.77it/s]
Training 2/3 epoch (loss 0.2466):  36%|███▋      | 5855/16050 [1:06:41<1:35:57,  1.77it/s]
Training 2/3 epoch (loss 0.2466):  36%|███▋      | 5856/16050 [1:06:41<1:41:32,  1.67it/s]
Training 2/3 epoch (loss 0.0207):  36%|███▋      | 5856/16050 [1:06:42<1:41:32,  1.67it/s]
Training 2/3 epoch (loss 0.0207):  36%|███▋      | 5857/16050 [1:06:42<1:38:08,  1.73it/s]
Training 2/3 epoch (loss 0.0043):  36%|███▋      | 5857/16050 [1:06:42<1:38:08,  1.73it/s]
Training 2/3 epoch (loss 0.0043):  36%|███▋      | 5858/16050 [1:06:42<1:28:18,  1.92it/s]
Training 2/3 epoch (loss 0.0001):  36%|███▋      | 5858/16050 [1:06:42<1:28:18,  1.92it/s]
Training 2/3 epoch (loss 0.0001):  37%|███▋      | 5859/16050 [1:06:42<1:19:44,  2.13it/s]
Training 2/3 epoch (loss 0.0026):  37%|███▋      | 5859/16050 [1:06:43<1:19:44,  2.13it/s]
Training 2/3 epoch (loss 0.0026):  37%|███▋      | 5860/16050 [1:06:43<1:22:31,  2.06it/s]
Training 2/3 epoch (loss 0.0238):  37%|███▋      | 5860/16050 [1:06:43<1:22:31,  2.06it/s]
Training 2/3 epoch (loss 0.0238):  37%|███▋      | 5861/16050 [1:06:43<1:24:19,  2.01it/s]
Training 2/3 epoch (loss 0.2150):  37%|███▋      | 5861/16050 [1:06:46<1:24:19,  2.01it/s]
Training 2/3 epoch (loss 0.2150):  37%|███▋      | 5862/16050 [1:06:46<2:58:46,  1.05s/it]
Training 2/3 epoch (loss 0.0080):  37%|███▋      | 5862/16050 [1:06:46<2:58:46,  1.05s/it]
Training 2/3 epoch (loss 0.0080):  37%|███▋      | 5863/16050 [1:06:46<2:22:53,  1.19it/s]
Training 2/3 epoch (loss 0.8326):  37%|███▋      | 5863/16050 [1:06:48<2:22:53,  1.19it/s]
Training 2/3 epoch (loss 0.8326):  37%|███▋      | 5864/16050 [1:06:48<3:33:35,  1.26s/it]
Training 2/3 epoch (loss 0.1175):  37%|███▋      | 5864/16050 [1:06:49<3:33:35,  1.26s/it]
Training 2/3 epoch (loss 0.1175):  37%|███▋      | 5865/16050 [1:06:49<2:57:34,  1.05s/it]
Training 2/3 epoch (loss 0.1040):  37%|███▋      | 5865/16050 [1:06:49<2:57:34,  1.05s/it]
Training 2/3 epoch (loss 0.1040):  37%|███▋      | 5866/16050 [1:06:49<2:27:19,  1.15it/s]
Training 2/3 epoch (loss 0.0848):  37%|███▋      | 5866/16050 [1:06:50<2:27:19,  1.15it/s]
Training 2/3 epoch (loss 0.0848):  37%|███▋      | 5867/16050 [1:06:50<2:18:29,  1.23it/s]
Training 2/3 epoch (loss 0.0063):  37%|███▋      | 5867/16050 [1:06:50<2:18:29,  1.23it/s]
Training 2/3 epoch (loss 0.0063):  37%|███▋      | 5868/16050 [1:06:50<2:01:27,  1.40it/s]
Training 2/3 epoch (loss 0.2443):  37%|███▋      | 5868/16050 [1:06:51<2:01:27,  1.40it/s]
Training 2/3 epoch (loss 0.2443):  37%|███▋      | 5869/16050 [1:06:51<1:56:55,  1.45it/s]
Training 2/3 epoch (loss 0.0129):  37%|███▋      | 5869/16050 [1:06:52<1:56:55,  1.45it/s]
Training 2/3 epoch (loss 0.0129):  37%|███▋      | 5870/16050 [1:06:52<1:52:50,  1.50it/s]
Training 2/3 epoch (loss 0.1237):  37%|███▋      | 5870/16050 [1:06:52<1:52:50,  1.50it/s]
Training 2/3 epoch (loss 0.1237):  37%|███▋      | 5871/16050 [1:06:52<1:39:53,  1.70it/s]
Training 2/3 epoch (loss 0.0671):  37%|███▋      | 5871/16050 [1:06:53<1:39:53,  1.70it/s]
Training 2/3 epoch (loss 0.0671):  37%|███▋      | 5872/16050 [1:06:53<1:39:27,  1.71it/s]
Training 2/3 epoch (loss 0.0099):  37%|███▋      | 5872/16050 [1:06:53<1:39:27,  1.71it/s]
Training 2/3 epoch (loss 0.0099):  37%|███▋      | 5873/16050 [1:06:53<1:32:29,  1.83it/s]
Training 2/3 epoch (loss 0.0039):  37%|███▋      | 5873/16050 [1:06:54<1:32:29,  1.83it/s]
Training 2/3 epoch (loss 0.0039):  37%|███▋      | 5874/16050 [1:06:54<1:40:21,  1.69it/s]
Training 2/3 epoch (loss 0.3906):  37%|███▋      | 5874/16050 [1:06:54<1:40:21,  1.69it/s]
Training 2/3 epoch (loss 0.3906):  37%|███▋      | 5875/16050 [1:06:54<1:43:23,  1.64it/s]
Training 2/3 epoch (loss 0.0907):  37%|███▋      | 5875/16050 [1:06:55<1:43:23,  1.64it/s]
Training 2/3 epoch (loss 0.0907):  37%|███▋      | 5876/16050 [1:06:55<1:40:44,  1.68it/s]
Training 2/3 epoch (loss 0.0013):  37%|███▋      | 5876/16050 [1:06:55<1:40:44,  1.68it/s]
Training 2/3 epoch (loss 0.0013):  37%|███▋      | 5877/16050 [1:06:55<1:30:38,  1.87it/s]
Training 2/3 epoch (loss 0.0116):  37%|███▋      | 5877/16050 [1:06:56<1:30:38,  1.87it/s]
Training 2/3 epoch (loss 0.0116):  37%|███▋      | 5878/16050 [1:06:56<1:33:17,  1.82it/s]
Training 2/3 epoch (loss 0.3667):  37%|███▋      | 5878/16050 [1:06:57<1:33:17,  1.82it/s]
Training 2/3 epoch (loss 0.3667):  37%|███▋      | 5879/16050 [1:06:57<1:38:36,  1.72it/s]
Training 2/3 epoch (loss 0.0105):  37%|███▋      | 5879/16050 [1:06:57<1:38:36,  1.72it/s]
Training 2/3 epoch (loss 0.0105):  37%|███▋      | 5880/16050 [1:06:57<1:32:52,  1.82it/s]
Training 2/3 epoch (loss 0.4964):  37%|███▋      | 5880/16050 [1:06:58<1:32:52,  1.82it/s]
Training 2/3 epoch (loss 0.4964):  37%|███▋      | 5881/16050 [1:06:58<1:25:56,  1.97it/s]
Training 2/3 epoch (loss 0.0035):  37%|███▋      | 5881/16050 [1:06:59<1:25:56,  1.97it/s]
Training 2/3 epoch (loss 0.0035):  37%|███▋      | 5882/16050 [1:06:59<1:50:31,  1.53it/s]
Training 2/3 epoch (loss 0.5401):  37%|███▋      | 5882/16050 [1:06:59<1:50:31,  1.53it/s]
Training 2/3 epoch (loss 0.5401):  37%|███▋      | 5883/16050 [1:06:59<1:35:33,  1.77it/s]
Training 2/3 epoch (loss 0.0057):  37%|███▋      | 5883/16050 [1:07:00<1:35:33,  1.77it/s]
Training 2/3 epoch (loss 0.0057):  37%|███▋      | 5884/16050 [1:07:00<1:41:05,  1.68it/s]
Training 2/3 epoch (loss 0.1223):  37%|███▋      | 5884/16050 [1:07:00<1:41:05,  1.68it/s]
Training 2/3 epoch (loss 0.1223):  37%|███▋      | 5885/16050 [1:07:00<1:42:14,  1.66it/s]
Training 2/3 epoch (loss 0.0477):  37%|███▋      | 5885/16050 [1:07:01<1:42:14,  1.66it/s]
Training 2/3 epoch (loss 0.0477):  37%|███▋      | 5886/16050 [1:07:01<1:32:04,  1.84it/s]
Training 2/3 epoch (loss 0.0025):  37%|███▋      | 5886/16050 [1:07:01<1:32:04,  1.84it/s]
Training 2/3 epoch (loss 0.0025):  37%|███▋      | 5887/16050 [1:07:01<1:26:55,  1.95it/s]
Training 2/3 epoch (loss 0.1610):  37%|███▋      | 5887/16050 [1:07:03<1:26:55,  1.95it/s]
Training 2/3 epoch (loss 0.1610):  37%|███▋      | 5888/16050 [1:07:03<2:54:41,  1.03s/it]
Training 2/3 epoch (loss 0.4275):  37%|███▋      | 5888/16050 [1:07:04<2:54:41,  1.03s/it]
Training 2/3 epoch (loss 0.4275):  37%|███▋      | 5889/16050 [1:07:04<2:23:52,  1.18it/s]
Training 2/3 epoch (loss 0.4294):  37%|███▋      | 5889/16050 [1:07:04<2:23:52,  1.18it/s]
Training 2/3 epoch (loss 0.4294):  37%|███▋      | 5890/16050 [1:07:04<2:08:25,  1.32it/s]
Training 2/3 epoch (loss 0.0017):  37%|███▋      | 5890/16050 [1:07:05<2:08:25,  1.32it/s]
Training 2/3 epoch (loss 0.0017):  37%|███▋      | 5891/16050 [1:07:05<1:50:12,  1.54it/s]
Training 2/3 epoch (loss 0.2511):  37%|███▋      | 5891/16050 [1:07:07<1:50:12,  1.54it/s]
Training 2/3 epoch (loss 0.2511):  37%|███▋      | 5892/16050 [1:07:07<3:16:13,  1.16s/it]
Training 2/3 epoch (loss 0.2573):  37%|███▋      | 5892/16050 [1:07:09<3:16:13,  1.16s/it]
Training 2/3 epoch (loss 0.2573):  37%|███▋      | 5893/16050 [1:07:09<4:18:35,  1.53s/it]
Training 2/3 epoch (loss 0.0500):  37%|███▋      | 5893/16050 [1:07:10<4:18:35,  1.53s/it]
Training 2/3 epoch (loss 0.0500):  37%|███▋      | 5894/16050 [1:07:10<3:24:37,  1.21s/it]
Training 2/3 epoch (loss 0.2386):  37%|███▋      | 5894/16050 [1:07:12<3:24:37,  1.21s/it]
Training 2/3 epoch (loss 0.2386):  37%|███▋      | 5895/16050 [1:07:12<4:17:10,  1.52s/it]
Training 2/3 epoch (loss 0.4117):  37%|███▋      | 5895/16050 [1:07:13<4:17:10,  1.52s/it]
Training 2/3 epoch (loss 0.4117):  37%|███▋      | 5896/16050 [1:07:13<3:26:27,  1.22s/it]
Training 2/3 epoch (loss 0.6120):  37%|███▋      | 5896/16050 [1:07:13<3:26:27,  1.22s/it]
Training 2/3 epoch (loss 0.6120):  37%|███▋      | 5897/16050 [1:07:13<2:45:17,  1.02it/s]
Training 2/3 epoch (loss 0.0002):  37%|███▋      | 5897/16050 [1:07:13<2:45:17,  1.02it/s]
Training 2/3 epoch (loss 0.0002):  37%|███▋      | 5898/16050 [1:07:13<2:16:19,  1.24it/s]
Training 2/3 epoch (loss 0.0754):  37%|███▋      | 5898/16050 [1:07:14<2:16:19,  1.24it/s]
Training 2/3 epoch (loss 0.0754):  37%|███▋      | 5899/16050 [1:07:14<2:07:29,  1.33it/s]
Training 2/3 epoch (loss 0.0736):  37%|███▋      | 5899/16050 [1:07:15<2:07:29,  1.33it/s]
Training 2/3 epoch (loss 0.0736):  37%|███▋      | 5900/16050 [1:07:15<2:20:59,  1.20it/s]
Training 2/3 epoch (loss 0.0068):  37%|███▋      | 5900/16050 [1:07:16<2:20:59,  1.20it/s]
Training 2/3 epoch (loss 0.0068):  37%|███▋      | 5901/16050 [1:07:16<2:12:56,  1.27it/s]
Training 2/3 epoch (loss 0.0040):  37%|███▋      | 5901/16050 [1:07:16<2:12:56,  1.27it/s]
Training 2/3 epoch (loss 0.0040):  37%|███▋      | 5902/16050 [1:07:16<1:52:04,  1.51it/s]
Training 2/3 epoch (loss 0.1240):  37%|███▋      | 5902/16050 [1:07:17<1:52:04,  1.51it/s]
Training 2/3 epoch (loss 0.1240):  37%|███▋      | 5903/16050 [1:07:17<1:40:44,  1.68it/s]
Training 2/3 epoch (loss 0.6484):  37%|███▋      | 5903/16050 [1:07:17<1:40:44,  1.68it/s]
Training 2/3 epoch (loss 0.6484):  37%|███▋      | 5904/16050 [1:07:17<1:35:28,  1.77it/s]
Training 2/3 epoch (loss 0.0007):  37%|███▋      | 5904/16050 [1:07:17<1:35:28,  1.77it/s]
Training 2/3 epoch (loss 0.0007):  37%|███▋      | 5905/16050 [1:07:17<1:29:13,  1.89it/s]
Training 2/3 epoch (loss 0.2505):  37%|███▋      | 5905/16050 [1:07:20<1:29:13,  1.89it/s]
Training 2/3 epoch (loss 0.2505):  37%|███▋      | 5906/16050 [1:07:20<3:01:26,  1.07s/it]
Training 2/3 epoch (loss 0.6089):  37%|███▋      | 5906/16050 [1:07:20<3:01:26,  1.07s/it]
Training 2/3 epoch (loss 0.6089):  37%|███▋      | 5907/16050 [1:07:20<2:25:39,  1.16it/s]
Training 2/3 epoch (loss 0.0047):  37%|███▋      | 5907/16050 [1:07:21<2:25:39,  1.16it/s]
Training 2/3 epoch (loss 0.0047):  37%|███▋      | 5908/16050 [1:07:21<2:10:46,  1.29it/s]
Training 2/3 epoch (loss 0.0979):  37%|███▋      | 5908/16050 [1:07:21<2:10:46,  1.29it/s]
Training 2/3 epoch (loss 0.0979):  37%|███▋      | 5909/16050 [1:07:21<1:57:55,  1.43it/s]
Training 2/3 epoch (loss 0.2791):  37%|███▋      | 5909/16050 [1:07:24<1:57:55,  1.43it/s]
Training 2/3 epoch (loss 0.2791):  37%|███▋      | 5910/16050 [1:07:24<3:16:13,  1.16s/it]
Training 2/3 epoch (loss 0.4758):  37%|███▋      | 5910/16050 [1:07:24<3:16:13,  1.16s/it]
Training 2/3 epoch (loss 0.4758):  37%|███▋      | 5911/16050 [1:07:24<2:38:24,  1.07it/s]
Training 2/3 epoch (loss 0.1233):  37%|███▋      | 5911/16050 [1:07:25<2:38:24,  1.07it/s]
Training 2/3 epoch (loss 0.1233):  37%|███▋      | 5912/16050 [1:07:25<2:18:26,  1.22it/s]
Training 2/3 epoch (loss 0.0685):  37%|███▋      | 5912/16050 [1:07:25<2:18:26,  1.22it/s]
Training 2/3 epoch (loss 0.0685):  37%|███▋      | 5913/16050 [1:07:25<2:13:09,  1.27it/s]
Training 2/3 epoch (loss 0.0183):  37%|███▋      | 5913/16050 [1:07:26<2:13:09,  1.27it/s]
Training 2/3 epoch (loss 0.0183):  37%|███▋      | 5914/16050 [1:07:26<1:55:01,  1.47it/s]
Training 2/3 epoch (loss 0.0021):  37%|███▋      | 5914/16050 [1:07:26<1:55:01,  1.47it/s]
Training 2/3 epoch (loss 0.0021):  37%|███▋      | 5915/16050 [1:07:26<1:47:14,  1.58it/s]
Training 2/3 epoch (loss 0.0928):  37%|███▋      | 5915/16050 [1:07:27<1:47:14,  1.58it/s]
Training 2/3 epoch (loss 0.0928):  37%|███▋      | 5916/16050 [1:07:27<1:35:25,  1.77it/s]
Training 2/3 epoch (loss 0.0006):  37%|███▋      | 5916/16050 [1:07:27<1:35:25,  1.77it/s]
Training 2/3 epoch (loss 0.0006):  37%|███▋      | 5917/16050 [1:07:27<1:33:43,  1.80it/s]
Training 2/3 epoch (loss 0.0127):  37%|███▋      | 5917/16050 [1:07:28<1:33:43,  1.80it/s]
Training 2/3 epoch (loss 0.0127):  37%|███▋      | 5918/16050 [1:07:28<1:25:52,  1.97it/s]
Training 2/3 epoch (loss 0.0742):  37%|███▋      | 5918/16050 [1:07:28<1:25:52,  1.97it/s]
Training 2/3 epoch (loss 0.0742):  37%|███▋      | 5919/16050 [1:07:28<1:22:38,  2.04it/s]
Training 2/3 epoch (loss 0.0026):  37%|███▋      | 5919/16050 [1:07:29<1:22:38,  2.04it/s]
Training 2/3 epoch (loss 0.0026):  37%|███▋      | 5920/16050 [1:07:29<1:29:15,  1.89it/s]
Training 2/3 epoch (loss 0.3613):  37%|███▋      | 5920/16050 [1:07:29<1:29:15,  1.89it/s]
Training 2/3 epoch (loss 0.3613):  37%|███▋      | 5921/16050 [1:07:29<1:35:47,  1.76it/s]
Training 2/3 epoch (loss 0.0249):  37%|███▋      | 5921/16050 [1:07:30<1:35:47,  1.76it/s]
Training 2/3 epoch (loss 0.0249):  37%|███▋      | 5922/16050 [1:07:30<1:36:53,  1.74it/s]
Training 2/3 epoch (loss 0.4497):  37%|███▋      | 5922/16050 [1:07:30<1:36:53,  1.74it/s]
Training 2/3 epoch (loss 0.4497):  37%|███▋      | 5923/16050 [1:07:30<1:31:15,  1.85it/s]
Training 2/3 epoch (loss 0.2957):  37%|███▋      | 5923/16050 [1:07:31<1:31:15,  1.85it/s]
Training 2/3 epoch (loss 0.2957):  37%|███▋      | 5924/16050 [1:07:31<1:30:54,  1.86it/s]
Training 2/3 epoch (loss 0.0771):  37%|███▋      | 5924/16050 [1:07:31<1:30:54,  1.86it/s]
Training 2/3 epoch (loss 0.0771):  37%|███▋      | 5925/16050 [1:07:31<1:24:38,  1.99it/s]
Training 2/3 epoch (loss 0.0123):  37%|███▋      | 5925/16050 [1:07:32<1:24:38,  1.99it/s]
Training 2/3 epoch (loss 0.0123):  37%|███▋      | 5926/16050 [1:07:32<1:46:30,  1.58it/s]
Training 2/3 epoch (loss 0.0727):  37%|███▋      | 5926/16050 [1:07:35<1:46:30,  1.58it/s]
Training 2/3 epoch (loss 0.0727):  37%|███▋      | 5927/16050 [1:07:35<3:13:22,  1.15s/it]
Training 2/3 epoch (loss 0.0407):  37%|███▋      | 5927/16050 [1:07:35<3:13:22,  1.15s/it]
Training 2/3 epoch (loss 0.0407):  37%|███▋      | 5928/16050 [1:07:35<3:00:41,  1.07s/it]
Training 2/3 epoch (loss 0.3729):  37%|███▋      | 5928/16050 [1:07:38<3:00:41,  1.07s/it]
Training 2/3 epoch (loss 0.3729):  37%|███▋      | 5929/16050 [1:07:38<3:57:58,  1.41s/it]
Training 2/3 epoch (loss 0.0628):  37%|███▋      | 5929/16050 [1:07:38<3:57:58,  1.41s/it]
Training 2/3 epoch (loss 0.0628):  37%|███▋      | 5930/16050 [1:07:38<3:22:25,  1.20s/it]
Training 2/3 epoch (loss 0.0008):  37%|███▋      | 5930/16050 [1:07:39<3:22:25,  1.20s/it]
Training 2/3 epoch (loss 0.0008):  37%|███▋      | 5931/16050 [1:07:39<2:51:23,  1.02s/it]
Training 2/3 epoch (loss 0.2806):  37%|███▋      | 5931/16050 [1:07:39<2:51:23,  1.02s/it]
Training 2/3 epoch (loss 0.2806):  37%|███▋      | 5932/16050 [1:07:39<2:23:15,  1.18it/s]
Training 2/3 epoch (loss 0.0387):  37%|███▋      | 5932/16050 [1:07:40<2:23:15,  1.18it/s]
Training 2/3 epoch (loss 0.0387):  37%|███▋      | 5933/16050 [1:07:40<2:11:51,  1.28it/s]
Training 2/3 epoch (loss 0.0031):  37%|███▋      | 5933/16050 [1:07:40<2:11:51,  1.28it/s]
Training 2/3 epoch (loss 0.0031):  37%|███▋      | 5934/16050 [1:07:40<1:52:34,  1.50it/s]
Training 2/3 epoch (loss 0.4953):  37%|███▋      | 5934/16050 [1:07:41<1:52:34,  1.50it/s]
Training 2/3 epoch (loss 0.4953):  37%|███▋      | 5935/16050 [1:07:41<1:40:07,  1.68it/s]
Training 2/3 epoch (loss 0.0011):  37%|███▋      | 5935/16050 [1:07:41<1:40:07,  1.68it/s]
Training 2/3 epoch (loss 0.0011):  37%|███▋      | 5936/16050 [1:07:41<1:41:35,  1.66it/s]
Training 2/3 epoch (loss 0.0009):  37%|███▋      | 5936/16050 [1:07:42<1:41:35,  1.66it/s]
Training 2/3 epoch (loss 0.0009):  37%|███▋      | 5937/16050 [1:07:42<1:29:07,  1.89it/s]
Training 2/3 epoch (loss 0.0854):  37%|███▋      | 5937/16050 [1:07:42<1:29:07,  1.89it/s]
Training 2/3 epoch (loss 0.0854):  37%|███▋      | 5938/16050 [1:07:42<1:25:20,  1.97it/s]
Training 2/3 epoch (loss 0.0014):  37%|███▋      | 5938/16050 [1:07:43<1:25:20,  1.97it/s]
Training 2/3 epoch (loss 0.0014):  37%|███▋      | 5939/16050 [1:07:43<1:19:33,  2.12it/s]
Training 2/3 epoch (loss 0.4373):  37%|███▋      | 5939/16050 [1:07:43<1:19:33,  2.12it/s]
Training 2/3 epoch (loss 0.4373):  37%|███▋      | 5940/16050 [1:07:43<1:18:25,  2.15it/s]
Training 2/3 epoch (loss 0.4075):  37%|███▋      | 5940/16050 [1:07:44<1:18:25,  2.15it/s]
Training 2/3 epoch (loss 0.4075):  37%|███▋      | 5941/16050 [1:07:44<1:36:14,  1.75it/s]
Training 2/3 epoch (loss 0.3469):  37%|███▋      | 5941/16050 [1:07:44<1:36:14,  1.75it/s]
Training 2/3 epoch (loss 0.3469):  37%|███▋      | 5942/16050 [1:07:44<1:28:21,  1.91it/s]
Training 2/3 epoch (loss 0.0069):  37%|███▋      | 5942/16050 [1:07:45<1:28:21,  1.91it/s]
Training 2/3 epoch (loss 0.0069):  37%|███▋      | 5943/16050 [1:07:45<1:24:12,  2.00it/s]
Training 2/3 epoch (loss 0.0026):  37%|███▋      | 5943/16050 [1:07:45<1:24:12,  2.00it/s]
Training 2/3 epoch (loss 0.0026):  37%|███▋      | 5944/16050 [1:07:45<1:25:06,  1.98it/s]
Training 2/3 epoch (loss 0.5392):  37%|███▋      | 5944/16050 [1:07:46<1:25:06,  1.98it/s]
Training 2/3 epoch (loss 0.5392):  37%|███▋      | 5945/16050 [1:07:46<1:31:32,  1.84it/s]
Training 2/3 epoch (loss 0.3484):  37%|███▋      | 5945/16050 [1:07:48<1:31:32,  1.84it/s]
Training 2/3 epoch (loss 0.3484):  37%|███▋      | 5946/16050 [1:07:48<2:57:31,  1.05s/it]
Training 2/3 epoch (loss 0.1010):  37%|███▋      | 5946/16050 [1:07:49<2:57:31,  1.05s/it]
Training 2/3 epoch (loss 0.1010):  37%|███▋      | 5947/16050 [1:07:49<2:24:00,  1.17it/s]
Training 2/3 epoch (loss 0.3206):  37%|███▋      | 5947/16050 [1:07:49<2:24:00,  1.17it/s]
Training 2/3 epoch (loss 0.3206):  37%|███▋      | 5948/16050 [1:07:49<2:14:08,  1.26it/s]
Training 2/3 epoch (loss 0.0002):  37%|███▋      | 5948/16050 [1:07:50<2:14:08,  1.26it/s]
Training 2/3 epoch (loss 0.0002):  37%|███▋      | 5949/16050 [1:07:50<1:56:27,  1.45it/s]
Training 2/3 epoch (loss 0.0228):  37%|███▋      | 5949/16050 [1:07:50<1:56:27,  1.45it/s]
Training 2/3 epoch (loss 0.0228):  37%|███▋      | 5950/16050 [1:07:50<1:52:05,  1.50it/s]
Training 2/3 epoch (loss 0.0002):  37%|███▋      | 5950/16050 [1:07:51<1:52:05,  1.50it/s]
Training 2/3 epoch (loss 0.0002):  37%|███▋      | 5951/16050 [1:07:51<1:36:24,  1.75it/s]
Training 2/3 epoch (loss 0.1896):  37%|███▋      | 5951/16050 [1:07:53<1:36:24,  1.75it/s]
Training 2/3 epoch (loss 0.1896):  37%|███▋      | 5952/16050 [1:07:53<3:01:59,  1.08s/it]
Training 2/3 epoch (loss 0.0041):  37%|███▋      | 5952/16050 [1:07:54<3:01:59,  1.08s/it]
Training 2/3 epoch (loss 0.0041):  37%|███▋      | 5953/16050 [1:07:54<2:51:51,  1.02s/it]
Training 2/3 epoch (loss 0.0025):  37%|███▋      | 5953/16050 [1:07:54<2:51:51,  1.02s/it]
Training 2/3 epoch (loss 0.0025):  37%|███▋      | 5954/16050 [1:07:54<2:22:21,  1.18it/s]
Training 2/3 epoch (loss 0.5974):  37%|███▋      | 5954/16050 [1:07:55<2:22:21,  1.18it/s]
Training 2/3 epoch (loss 0.5974):  37%|███▋      | 5955/16050 [1:07:55<2:10:46,  1.29it/s]
Training 2/3 epoch (loss 0.1759):  37%|███▋      | 5955/16050 [1:07:55<2:10:46,  1.29it/s]
Training 2/3 epoch (loss 0.1759):  37%|███▋      | 5956/16050 [1:07:55<1:55:26,  1.46it/s]
Training 2/3 epoch (loss 0.0784):  37%|███▋      | 5956/16050 [1:07:56<1:55:26,  1.46it/s]
Training 2/3 epoch (loss 0.0784):  37%|███▋      | 5957/16050 [1:07:56<1:38:03,  1.72it/s]
Training 2/3 epoch (loss 0.5719):  37%|███▋      | 5957/16050 [1:07:56<1:38:03,  1.72it/s]
Training 2/3 epoch (loss 0.5719):  37%|███▋      | 5958/16050 [1:07:56<1:32:09,  1.83it/s]
Training 2/3 epoch (loss 0.1990):  37%|███▋      | 5958/16050 [1:07:57<1:32:09,  1.83it/s]
Training 2/3 epoch (loss 0.1990):  37%|███▋      | 5959/16050 [1:07:57<1:33:59,  1.79it/s]
Training 2/3 epoch (loss 0.0216):  37%|███▋      | 5959/16050 [1:07:57<1:33:59,  1.79it/s]
Training 2/3 epoch (loss 0.0216):  37%|███▋      | 5960/16050 [1:07:57<1:28:53,  1.89it/s]
Training 2/3 epoch (loss 0.5679):  37%|███▋      | 5960/16050 [1:07:58<1:28:53,  1.89it/s]
Training 2/3 epoch (loss 0.5679):  37%|███▋      | 5961/16050 [1:07:58<1:22:36,  2.04it/s]
Training 2/3 epoch (loss 0.0003):  37%|███▋      | 5961/16050 [1:07:58<1:22:36,  2.04it/s]
Training 2/3 epoch (loss 0.0003):  37%|███▋      | 5962/16050 [1:07:58<1:14:44,  2.25it/s]
Training 2/3 epoch (loss 0.0014):  37%|███▋      | 5962/16050 [1:07:59<1:14:44,  2.25it/s]
Training 2/3 epoch (loss 0.0014):  37%|███▋      | 5963/16050 [1:07:59<1:25:08,  1.97it/s]
Training 2/3 epoch (loss 0.0253):  37%|███▋      | 5963/16050 [1:07:59<1:25:08,  1.97it/s]
Training 2/3 epoch (loss 0.0253):  37%|███▋      | 5964/16050 [1:07:59<1:26:24,  1.95it/s]
Training 2/3 epoch (loss 0.0147):  37%|███▋      | 5964/16050 [1:08:00<1:26:24,  1.95it/s]
Training 2/3 epoch (loss 0.0147):  37%|███▋      | 5965/16050 [1:08:00<1:25:43,  1.96it/s]
Training 2/3 epoch (loss 0.3071):  37%|███▋      | 5965/16050 [1:08:00<1:25:43,  1.96it/s]
Training 2/3 epoch (loss 0.3071):  37%|███▋      | 5966/16050 [1:08:00<1:30:35,  1.86it/s]
Training 2/3 epoch (loss 0.1339):  37%|███▋      | 5966/16050 [1:08:01<1:30:35,  1.86it/s]
Training 2/3 epoch (loss 0.1339):  37%|███▋      | 5967/16050 [1:08:01<1:52:37,  1.49it/s]
Training 2/3 epoch (loss 0.0374):  37%|███▋      | 5967/16050 [1:08:02<1:52:37,  1.49it/s]
Training 2/3 epoch (loss 0.0374):  37%|███▋      | 5968/16050 [1:08:02<1:47:48,  1.56it/s]
Training 2/3 epoch (loss 0.0021):  37%|███▋      | 5968/16050 [1:08:02<1:47:48,  1.56it/s]
Training 2/3 epoch (loss 0.0021):  37%|███▋      | 5969/16050 [1:08:02<1:39:41,  1.69it/s]
Training 2/3 epoch (loss 0.6391):  37%|███▋      | 5969/16050 [1:08:03<1:39:41,  1.69it/s]
Training 2/3 epoch (loss 0.6391):  37%|███▋      | 5970/16050 [1:08:03<1:40:41,  1.67it/s]
Training 2/3 epoch (loss 0.6159):  37%|███▋      | 5970/16050 [1:08:03<1:40:41,  1.67it/s]
Training 2/3 epoch (loss 0.6159):  37%|███▋      | 5971/16050 [1:08:03<1:37:52,  1.72it/s]
Training 2/3 epoch (loss 0.0248):  37%|███▋      | 5971/16050 [1:08:04<1:37:52,  1.72it/s]
Training 2/3 epoch (loss 0.0248):  37%|███▋      | 5972/16050 [1:08:04<1:39:30,  1.69it/s]
Training 2/3 epoch (loss 0.0724):  37%|███▋      | 5972/16050 [1:08:04<1:39:30,  1.69it/s]
Training 2/3 epoch (loss 0.0724):  37%|███▋      | 5973/16050 [1:08:04<1:30:05,  1.86it/s]
Training 2/3 epoch (loss 0.0058):  37%|███▋      | 5973/16050 [1:08:05<1:30:05,  1.86it/s]
Training 2/3 epoch (loss 0.0058):  37%|███▋      | 5974/16050 [1:08:05<1:29:24,  1.88it/s]
Training 2/3 epoch (loss 0.0013):  37%|███▋      | 5974/16050 [1:08:06<1:29:24,  1.88it/s]
Training 2/3 epoch (loss 0.0013):  37%|███▋      | 5975/16050 [1:08:06<1:35:41,  1.75it/s]
Training 2/3 epoch (loss 0.0025):  37%|███▋      | 5975/16050 [1:08:06<1:35:41,  1.75it/s]
Training 2/3 epoch (loss 0.0025):  37%|███▋      | 5976/16050 [1:08:06<1:31:27,  1.84it/s]
Training 2/3 epoch (loss 0.0051):  37%|███▋      | 5976/16050 [1:08:06<1:31:27,  1.84it/s]
Training 2/3 epoch (loss 0.0051):  37%|███▋      | 5977/16050 [1:08:06<1:26:07,  1.95it/s]
Training 2/3 epoch (loss 0.0002):  37%|███▋      | 5977/16050 [1:08:07<1:26:07,  1.95it/s]
Training 2/3 epoch (loss 0.0002):  37%|███▋      | 5978/16050 [1:08:07<1:30:02,  1.86it/s]
Training 2/3 epoch (loss 0.0002):  37%|███▋      | 5978/16050 [1:08:07<1:30:02,  1.86it/s]
Training 2/3 epoch (loss 0.0002):  37%|███▋      | 5979/16050 [1:08:07<1:23:07,  2.02it/s]
Training 2/3 epoch (loss 0.1580):  37%|███▋      | 5979/16050 [1:08:08<1:23:07,  2.02it/s]
Training 2/3 epoch (loss 0.1580):  37%|███▋      | 5980/16050 [1:08:08<1:24:59,  1.97it/s]
Training 2/3 epoch (loss 0.0018):  37%|███▋      | 5980/16050 [1:08:08<1:24:59,  1.97it/s]
Training 2/3 epoch (loss 0.0018):  37%|███▋      | 5981/16050 [1:08:08<1:17:49,  2.16it/s]
Training 2/3 epoch (loss 0.0028):  37%|███▋      | 5981/16050 [1:08:09<1:17:49,  2.16it/s]
Training 2/3 epoch (loss 0.0028):  37%|███▋      | 5982/16050 [1:08:09<1:20:54,  2.07it/s]
Training 2/3 epoch (loss 0.0004):  37%|███▋      | 5982/16050 [1:08:09<1:20:54,  2.07it/s]
Training 2/3 epoch (loss 0.0004):  37%|███▋      | 5983/16050 [1:08:09<1:23:53,  2.00it/s]
Training 2/3 epoch (loss 0.1578):  37%|███▋      | 5983/16050 [1:08:10<1:23:53,  2.00it/s]
Training 2/3 epoch (loss 0.1578):  37%|███▋      | 5984/16050 [1:08:10<1:20:18,  2.09it/s]
Training 2/3 epoch (loss 0.4328):  37%|███▋      | 5984/16050 [1:08:10<1:20:18,  2.09it/s]
Training 2/3 epoch (loss 0.4328):  37%|███▋      | 5985/16050 [1:08:10<1:23:38,  2.01it/s]
Training 2/3 epoch (loss 0.4596):  37%|███▋      | 5985/16050 [1:08:11<1:23:38,  2.01it/s]
Training 2/3 epoch (loss 0.4596):  37%|███▋      | 5986/16050 [1:08:11<1:18:04,  2.15it/s]
Training 2/3 epoch (loss 0.0817):  37%|███▋      | 5986/16050 [1:08:11<1:18:04,  2.15it/s]
Training 2/3 epoch (loss 0.0817):  37%|███▋      | 5987/16050 [1:08:11<1:24:54,  1.98it/s]
Training 2/3 epoch (loss 0.0218):  37%|███▋      | 5987/16050 [1:08:12<1:24:54,  1.98it/s]
Training 2/3 epoch (loss 0.0218):  37%|███▋      | 5988/16050 [1:08:12<1:21:35,  2.06it/s]
Training 2/3 epoch (loss 0.0339):  37%|███▋      | 5988/16050 [1:08:12<1:21:35,  2.06it/s]
Training 2/3 epoch (loss 0.0339):  37%|███▋      | 5989/16050 [1:08:12<1:20:16,  2.09it/s]
Training 2/3 epoch (loss 0.0065):  37%|███▋      | 5989/16050 [1:08:13<1:20:16,  2.09it/s]
Training 2/3 epoch (loss 0.0065):  37%|███▋      | 5990/16050 [1:08:13<1:19:57,  2.10it/s]
Training 2/3 epoch (loss 0.0008):  37%|███▋      | 5990/16050 [1:08:13<1:19:57,  2.10it/s]
Training 2/3 epoch (loss 0.0008):  37%|███▋      | 5991/16050 [1:08:13<1:20:16,  2.09it/s]
Training 2/3 epoch (loss 0.0043):  37%|███▋      | 5991/16050 [1:08:14<1:20:16,  2.09it/s]
Training 2/3 epoch (loss 0.0043):  37%|███▋      | 5992/16050 [1:08:14<1:22:50,  2.02it/s]
Training 2/3 epoch (loss 0.0002):  37%|███▋      | 5992/16050 [1:08:14<1:22:50,  2.02it/s]
Training 2/3 epoch (loss 0.0002):  37%|███▋      | 5993/16050 [1:08:14<1:16:14,  2.20it/s]
Training 2/3 epoch (loss 0.0170):  37%|███▋      | 5993/16050 [1:08:15<1:16:14,  2.20it/s]
Training 2/3 epoch (loss 0.0170):  37%|███▋      | 5994/16050 [1:08:15<1:13:20,  2.29it/s]
Training 2/3 epoch (loss 0.2420):  37%|███▋      | 5994/16050 [1:08:15<1:13:20,  2.29it/s]
Training 2/3 epoch (loss 0.2420):  37%|███▋      | 5995/16050 [1:08:15<1:17:03,  2.17it/s]
Training 2/3 epoch (loss 0.1050):  37%|███▋      | 5995/16050 [1:08:16<1:17:03,  2.17it/s]
Training 2/3 epoch (loss 0.1050):  37%|███▋      | 5996/16050 [1:08:16<1:29:59,  1.86it/s]
Training 2/3 epoch (loss 0.1502):  37%|███▋      | 5996/16050 [1:08:16<1:29:59,  1.86it/s]
Training 2/3 epoch (loss 0.1502):  37%|███▋      | 5997/16050 [1:08:16<1:32:44,  1.81it/s]
Training 2/3 epoch (loss 0.4358):  37%|███▋      | 5997/16050 [1:08:17<1:32:44,  1.81it/s]
Training 2/3 epoch (loss 0.4358):  37%|███▋      | 5998/16050 [1:08:17<1:27:51,  1.91it/s]
Training 2/3 epoch (loss 0.0008):  37%|███▋      | 5998/16050 [1:08:17<1:27:51,  1.91it/s]
Training 2/3 epoch (loss 0.0008):  37%|███▋      | 5999/16050 [1:08:17<1:21:10,  2.06it/s]
Training 2/3 epoch (loss 0.0264):  37%|███▋      | 5999/16050 [1:08:18<1:21:10,  2.06it/s]
Training 2/3 epoch (loss 0.0264):  37%|███▋      | 6000/16050 [1:08:18<1:28:39,  1.89it/s]
Training 2/3 epoch (loss 0.7038):  37%|███▋      | 6000/16050 [1:08:18<1:28:39,  1.89it/s]
Training 2/3 epoch (loss 0.7038):  37%|███▋      | 6001/16050 [1:08:18<1:22:18,  2.03it/s]
Training 2/3 epoch (loss 0.1356):  37%|███▋      | 6001/16050 [1:08:19<1:22:18,  2.03it/s]
Training 2/3 epoch (loss 0.1356):  37%|███▋      | 6002/16050 [1:08:19<1:24:06,  1.99it/s]
Training 2/3 epoch (loss 0.1430):  37%|███▋      | 6002/16050 [1:08:19<1:24:06,  1.99it/s]
Training 2/3 epoch (loss 0.1430):  37%|███▋      | 6003/16050 [1:08:19<1:32:37,  1.81it/s]
Training 2/3 epoch (loss 0.7381):  37%|███▋      | 6003/16050 [1:08:20<1:32:37,  1.81it/s]
Training 2/3 epoch (loss 0.7381):  37%|███▋      | 6004/16050 [1:08:20<1:36:00,  1.74it/s]
Training 2/3 epoch (loss 0.0429):  37%|███▋      | 6004/16050 [1:08:21<1:36:00,  1.74it/s]
Training 2/3 epoch (loss 0.0429):  37%|███▋      | 6005/16050 [1:08:21<1:41:13,  1.65it/s]
Training 2/3 epoch (loss 0.3059):  37%|███▋      | 6005/16050 [1:08:21<1:41:13,  1.65it/s]
Training 2/3 epoch (loss 0.3059):  37%|███▋      | 6006/16050 [1:08:21<1:41:55,  1.64it/s]
Training 2/3 epoch (loss 0.0076):  37%|███▋      | 6006/16050 [1:08:22<1:41:55,  1.64it/s]
Training 2/3 epoch (loss 0.0076):  37%|███▋      | 6007/16050 [1:08:22<1:40:20,  1.67it/s]
Training 2/3 epoch (loss 0.4973):  37%|███▋      | 6007/16050 [1:08:23<1:40:20,  1.67it/s]
Training 2/3 epoch (loss 0.4973):  37%|███▋      | 6008/16050 [1:08:23<1:49:31,  1.53it/s]
Training 2/3 epoch (loss 0.3550):  37%|███▋      | 6008/16050 [1:08:23<1:49:31,  1.53it/s]
Training 2/3 epoch (loss 0.3550):  37%|███▋      | 6009/16050 [1:08:23<1:34:54,  1.76it/s]
Training 2/3 epoch (loss 0.0046):  37%|███▋      | 6009/16050 [1:08:23<1:34:54,  1.76it/s]
Training 2/3 epoch (loss 0.0046):  37%|███▋      | 6010/16050 [1:08:23<1:23:32,  2.00it/s]
Training 2/3 epoch (loss 0.0042):  37%|███▋      | 6010/16050 [1:08:24<1:23:32,  2.00it/s]
Training 2/3 epoch (loss 0.0042):  37%|███▋      | 6011/16050 [1:08:24<1:17:57,  2.15it/s]
Training 2/3 epoch (loss 0.1742):  37%|███▋      | 6011/16050 [1:08:24<1:17:57,  2.15it/s]
Training 2/3 epoch (loss 0.1742):  37%|███▋      | 6012/16050 [1:08:24<1:14:00,  2.26it/s]
Training 2/3 epoch (loss 0.0326):  37%|███▋      | 6012/16050 [1:08:25<1:14:00,  2.26it/s]
Training 2/3 epoch (loss 0.0326):  37%|███▋      | 6013/16050 [1:08:25<1:11:56,  2.33it/s]
Training 2/3 epoch (loss 0.0126):  37%|███▋      | 6013/16050 [1:08:25<1:11:56,  2.33it/s]
Training 2/3 epoch (loss 0.0126):  37%|███▋      | 6014/16050 [1:08:25<1:31:38,  1.83it/s]
Training 2/3 epoch (loss 0.1064):  37%|███▋      | 6014/16050 [1:08:26<1:31:38,  1.83it/s]
Training 2/3 epoch (loss 0.1064):  37%|███▋      | 6015/16050 [1:08:26<1:34:56,  1.76it/s]
Training 2/3 epoch (loss 0.0381):  37%|███▋      | 6015/16050 [1:08:26<1:34:56,  1.76it/s]
Training 2/3 epoch (loss 0.0381):  37%|███▋      | 6016/16050 [1:08:26<1:24:02,  1.99it/s]
Training 2/3 epoch (loss 0.0001):  37%|███▋      | 6016/16050 [1:08:27<1:24:02,  1.99it/s]
Training 2/3 epoch (loss 0.0001):  37%|███▋      | 6017/16050 [1:08:27<1:19:16,  2.11it/s]
Training 2/3 epoch (loss 0.0290):  37%|███▋      | 6017/16050 [1:08:27<1:19:16,  2.11it/s]
Training 2/3 epoch (loss 0.0290):  37%|███▋      | 6018/16050 [1:08:27<1:26:59,  1.92it/s]
Training 2/3 epoch (loss 0.1291):  37%|███▋      | 6018/16050 [1:08:28<1:26:59,  1.92it/s]
Training 2/3 epoch (loss 0.1291):  38%|███▊      | 6019/16050 [1:08:28<1:23:41,  2.00it/s]
Training 2/3 epoch (loss 0.3314):  38%|███▊      | 6019/16050 [1:08:28<1:23:41,  2.00it/s]
Training 2/3 epoch (loss 0.3314):  38%|███▊      | 6020/16050 [1:08:28<1:14:11,  2.25it/s]
Training 2/3 epoch (loss 0.2449):  38%|███▊      | 6020/16050 [1:08:30<1:14:11,  2.25it/s]
Training 2/3 epoch (loss 0.2449):  38%|███▊      | 6021/16050 [1:08:30<2:44:08,  1.02it/s]
Training 2/3 epoch (loss 0.4465):  38%|███▊      | 6021/16050 [1:08:31<2:44:08,  1.02it/s]
Training 2/3 epoch (loss 0.4465):  38%|███▊      | 6022/16050 [1:08:31<2:36:24,  1.07it/s]
Training 2/3 epoch (loss 0.3310):  38%|███▊      | 6022/16050 [1:08:32<2:36:24,  1.07it/s]
Training 2/3 epoch (loss 0.3310):  38%|███▊      | 6023/16050 [1:08:32<2:11:20,  1.27it/s]
Training 2/3 epoch (loss 0.0236):  38%|███▊      | 6023/16050 [1:08:32<2:11:20,  1.27it/s]
Training 2/3 epoch (loss 0.0236):  38%|███▊      | 6024/16050 [1:08:32<2:03:29,  1.35it/s]
Training 2/3 epoch (loss 0.0296):  38%|███▊      | 6024/16050 [1:08:33<2:03:29,  1.35it/s]
Training 2/3 epoch (loss 0.0296):  38%|███▊      | 6025/16050 [1:08:33<1:53:14,  1.48it/s]
Training 2/3 epoch (loss 0.0005):  38%|███▊      | 6025/16050 [1:08:33<1:53:14,  1.48it/s]
Training 2/3 epoch (loss 0.0005):  38%|███▊      | 6026/16050 [1:08:33<1:43:11,  1.62it/s]
Training 2/3 epoch (loss 0.0181):  38%|███▊      | 6026/16050 [1:08:34<1:43:11,  1.62it/s]
Training 2/3 epoch (loss 0.0181):  38%|███▊      | 6027/16050 [1:08:34<1:42:38,  1.63it/s]
Training 2/3 epoch (loss 0.0309):  38%|███▊      | 6027/16050 [1:08:35<1:42:38,  1.63it/s]
Training 2/3 epoch (loss 0.0309):  38%|███▊      | 6028/16050 [1:08:35<1:42:31,  1.63it/s]
Training 2/3 epoch (loss 0.0009):  38%|███▊      | 6028/16050 [1:08:35<1:42:31,  1.63it/s]
Training 2/3 epoch (loss 0.0009):  38%|███▊      | 6029/16050 [1:08:35<1:35:20,  1.75it/s]
Training 2/3 epoch (loss 0.1177):  38%|███▊      | 6029/16050 [1:08:36<1:35:20,  1.75it/s]
Training 2/3 epoch (loss 0.1177):  38%|███▊      | 6030/16050 [1:08:36<1:51:39,  1.50it/s]
Training 2/3 epoch (loss 0.5605):  38%|███▊      | 6030/16050 [1:08:36<1:51:39,  1.50it/s]
Training 2/3 epoch (loss 0.5605):  38%|███▊      | 6031/16050 [1:08:36<1:42:09,  1.63it/s]
Training 2/3 epoch (loss 0.0189):  38%|███▊      | 6031/16050 [1:08:37<1:42:09,  1.63it/s]
Training 2/3 epoch (loss 0.0189):  38%|███▊      | 6032/16050 [1:08:37<1:46:26,  1.57it/s]
Training 2/3 epoch (loss 0.0006):  38%|███▊      | 6032/16050 [1:08:38<1:46:26,  1.57it/s]
Training 2/3 epoch (loss 0.0006):  38%|███▊      | 6033/16050 [1:08:38<1:35:44,  1.74it/s]
Training 2/3 epoch (loss 0.2071):  38%|███▊      | 6033/16050 [1:08:38<1:35:44,  1.74it/s]
Training 2/3 epoch (loss 0.2071):  38%|███▊      | 6034/16050 [1:08:38<1:40:18,  1.66it/s]
Training 2/3 epoch (loss 0.0028):  38%|███▊      | 6034/16050 [1:08:39<1:40:18,  1.66it/s]
Training 2/3 epoch (loss 0.0028):  38%|███▊      | 6035/16050 [1:08:39<1:37:49,  1.71it/s]
Training 2/3 epoch (loss 0.5452):  38%|███▊      | 6035/16050 [1:08:39<1:37:49,  1.71it/s]
Training 2/3 epoch (loss 0.5452):  38%|███▊      | 6036/16050 [1:08:39<1:35:59,  1.74it/s]
Training 2/3 epoch (loss 0.0362):  38%|███▊      | 6036/16050 [1:08:40<1:35:59,  1.74it/s]
Training 2/3 epoch (loss 0.0362):  38%|███▊      | 6037/16050 [1:08:40<1:28:22,  1.89it/s]
Training 2/3 epoch (loss 0.0108):  38%|███▊      | 6037/16050 [1:08:40<1:28:22,  1.89it/s]
Training 2/3 epoch (loss 0.0108):  38%|███▊      | 6038/16050 [1:08:40<1:24:14,  1.98it/s]
Training 2/3 epoch (loss 0.4564):  38%|███▊      | 6038/16050 [1:08:41<1:24:14,  1.98it/s]
Training 2/3 epoch (loss 0.4564):  38%|███▊      | 6039/16050 [1:08:41<1:18:57,  2.11it/s]
Training 2/3 epoch (loss 0.2804):  38%|███▊      | 6039/16050 [1:08:41<1:18:57,  2.11it/s]
Training 2/3 epoch (loss 0.2804):  38%|███▊      | 6040/16050 [1:08:41<1:21:53,  2.04it/s]
Training 2/3 epoch (loss 0.0661):  38%|███▊      | 6040/16050 [1:08:42<1:21:53,  2.04it/s]
Training 2/3 epoch (loss 0.0661):  38%|███▊      | 6041/16050 [1:08:42<1:32:49,  1.80it/s]
Training 2/3 epoch (loss 0.0063):  38%|███▊      | 6041/16050 [1:08:42<1:32:49,  1.80it/s]
Training 2/3 epoch (loss 0.0063):  38%|███▊      | 6042/16050 [1:08:42<1:34:42,  1.76it/s]
Training 2/3 epoch (loss 0.0429):  38%|███▊      | 6042/16050 [1:08:43<1:34:42,  1.76it/s]
Training 2/3 epoch (loss 0.0429):  38%|███▊      | 6043/16050 [1:08:43<1:32:16,  1.81it/s]
Training 2/3 epoch (loss 0.0299):  38%|███▊      | 6043/16050 [1:08:44<1:32:16,  1.81it/s]
Training 2/3 epoch (loss 0.0299):  38%|███▊      | 6044/16050 [1:08:44<1:41:18,  1.65it/s]
Training 2/3 epoch (loss 0.6445):  38%|███▊      | 6044/16050 [1:08:44<1:41:18,  1.65it/s]
Training 2/3 epoch (loss 0.6445):  38%|███▊      | 6045/16050 [1:08:44<1:28:20,  1.89it/s]
Training 2/3 epoch (loss 0.2288):  38%|███▊      | 6045/16050 [1:08:46<1:28:20,  1.89it/s]
Training 2/3 epoch (loss 0.2288):  38%|███▊      | 6046/16050 [1:08:46<2:52:31,  1.03s/it]
Training 2/3 epoch (loss 0.0224):  38%|███▊      | 6046/16050 [1:08:47<2:52:31,  1.03s/it]
Training 2/3 epoch (loss 0.0224):  38%|███▊      | 6047/16050 [1:08:47<2:32:01,  1.10it/s]
Training 2/3 epoch (loss 0.0793):  38%|███▊      | 6047/16050 [1:08:47<2:32:01,  1.10it/s]
Training 2/3 epoch (loss 0.0793):  38%|███▊      | 6048/16050 [1:08:47<2:14:40,  1.24it/s]
Training 2/3 epoch (loss 0.0173):  38%|███▊      | 6048/16050 [1:08:48<2:14:40,  1.24it/s]
Training 2/3 epoch (loss 0.0173):  38%|███▊      | 6049/16050 [1:08:48<1:56:29,  1.43it/s]
Training 2/3 epoch (loss 0.4595):  38%|███▊      | 6049/16050 [1:08:48<1:56:29,  1.43it/s]
Training 2/3 epoch (loss 0.4595):  38%|███▊      | 6050/16050 [1:08:48<1:51:16,  1.50it/s]
Training 2/3 epoch (loss 0.4451):  38%|███▊      | 6050/16050 [1:08:49<1:51:16,  1.50it/s]
Training 2/3 epoch (loss 0.4451):  38%|███▊      | 6051/16050 [1:08:49<2:03:25,  1.35it/s]
Training 2/3 epoch (loss 0.0128):  38%|███▊      | 6051/16050 [1:08:50<2:03:25,  1.35it/s]
Training 2/3 epoch (loss 0.0128):  38%|███▊      | 6052/16050 [1:08:50<1:54:40,  1.45it/s]
Training 2/3 epoch (loss 0.0003):  38%|███▊      | 6052/16050 [1:08:50<1:54:40,  1.45it/s]
Training 2/3 epoch (loss 0.0003):  38%|███▊      | 6053/16050 [1:08:50<1:43:46,  1.61it/s]
Training 2/3 epoch (loss 0.3555):  38%|███▊      | 6053/16050 [1:08:53<1:43:46,  1.61it/s]
Training 2/3 epoch (loss 0.3555):  38%|███▊      | 6054/16050 [1:08:53<3:03:57,  1.10s/it]
Training 2/3 epoch (loss 0.0072):  38%|███▊      | 6054/16050 [1:08:53<3:03:57,  1.10s/it]
Training 2/3 epoch (loss 0.0072):  38%|███▊      | 6055/16050 [1:08:53<2:38:08,  1.05it/s]
Training 2/3 epoch (loss 0.1508):  38%|███▊      | 6055/16050 [1:08:54<2:38:08,  1.05it/s]
Training 2/3 epoch (loss 0.1508):  38%|███▊      | 6056/16050 [1:08:54<2:16:44,  1.22it/s]
Training 2/3 epoch (loss 0.0106):  38%|███▊      | 6056/16050 [1:08:54<2:16:44,  1.22it/s]
Training 2/3 epoch (loss 0.0106):  38%|███▊      | 6057/16050 [1:08:54<2:06:44,  1.31it/s]
Training 2/3 epoch (loss 0.0239):  38%|███▊      | 6057/16050 [1:08:55<2:06:44,  1.31it/s]
Training 2/3 epoch (loss 0.0239):  38%|███▊      | 6058/16050 [1:08:55<1:59:54,  1.39it/s]
Training 2/3 epoch (loss 0.9562):  38%|███▊      | 6058/16050 [1:08:55<1:59:54,  1.39it/s]
Training 2/3 epoch (loss 0.9562):  38%|███▊      | 6059/16050 [1:08:55<1:40:42,  1.65it/s]
Training 2/3 epoch (loss 0.0054):  38%|███▊      | 6059/16050 [1:08:56<1:40:42,  1.65it/s]
Training 2/3 epoch (loss 0.0054):  38%|███▊      | 6060/16050 [1:08:56<1:32:24,  1.80it/s]
Training 2/3 epoch (loss 0.0808):  38%|███▊      | 6060/16050 [1:08:56<1:32:24,  1.80it/s]
Training 2/3 epoch (loss 0.0808):  38%|███▊      | 6061/16050 [1:08:56<1:31:31,  1.82it/s]
Training 2/3 epoch (loss 0.0008):  38%|███▊      | 6061/16050 [1:08:57<1:31:31,  1.82it/s]
Training 2/3 epoch (loss 0.0008):  38%|███▊      | 6062/16050 [1:08:57<1:27:17,  1.91it/s]
Training 2/3 epoch (loss 0.0031):  38%|███▊      | 6062/16050 [1:08:57<1:27:17,  1.91it/s]
Training 2/3 epoch (loss 0.0031):  38%|███▊      | 6063/16050 [1:08:57<1:21:12,  2.05it/s]
Training 2/3 epoch (loss 0.0044):  38%|███▊      | 6063/16050 [1:08:58<1:21:12,  2.05it/s]
Training 2/3 epoch (loss 0.0044):  38%|███▊      | 6064/16050 [1:08:58<1:26:08,  1.93it/s]
Training 2/3 epoch (loss 0.1251):  38%|███▊      | 6064/16050 [1:08:58<1:26:08,  1.93it/s]
Training 2/3 epoch (loss 0.1251):  38%|███▊      | 6065/16050 [1:08:58<1:29:55,  1.85it/s]
Training 2/3 epoch (loss 0.2678):  38%|███▊      | 6065/16050 [1:08:59<1:29:55,  1.85it/s]
Training 2/3 epoch (loss 0.2678):  38%|███▊      | 6066/16050 [1:08:59<1:28:55,  1.87it/s]
Training 2/3 epoch (loss 0.0392):  38%|███▊      | 6066/16050 [1:08:59<1:28:55,  1.87it/s]
Training 2/3 epoch (loss 0.0392):  38%|███▊      | 6067/16050 [1:08:59<1:29:00,  1.87it/s]
Training 2/3 epoch (loss 0.4062):  38%|███▊      | 6067/16050 [1:09:00<1:29:00,  1.87it/s]
Training 2/3 epoch (loss 0.4062):  38%|███▊      | 6068/16050 [1:09:00<1:37:03,  1.71it/s]
Training 2/3 epoch (loss 0.2507):  38%|███▊      | 6068/16050 [1:09:01<1:37:03,  1.71it/s]
Training 2/3 epoch (loss 0.2507):  38%|███▊      | 6069/16050 [1:09:01<1:31:14,  1.82it/s]
Training 2/3 epoch (loss 0.0216):  38%|███▊      | 6069/16050 [1:09:01<1:31:14,  1.82it/s]
Training 2/3 epoch (loss 0.0216):  38%|███▊      | 6070/16050 [1:09:01<1:30:42,  1.83it/s]
Training 2/3 epoch (loss 0.0055):  38%|███▊      | 6070/16050 [1:09:02<1:30:42,  1.83it/s]
Training 2/3 epoch (loss 0.0055):  38%|███▊      | 6071/16050 [1:09:02<1:31:02,  1.83it/s]
Training 2/3 epoch (loss 0.5283):  38%|███▊      | 6071/16050 [1:09:02<1:31:02,  1.83it/s]
Training 2/3 epoch (loss 0.5283):  38%|███▊      | 6072/16050 [1:09:02<1:23:05,  2.00it/s]
Training 2/3 epoch (loss 0.0302):  38%|███▊      | 6072/16050 [1:09:02<1:23:05,  2.00it/s]
Training 2/3 epoch (loss 0.0302):  38%|███▊      | 6073/16050 [1:09:02<1:18:12,  2.13it/s]
Training 2/3 epoch (loss 0.0016):  38%|███▊      | 6073/16050 [1:09:03<1:18:12,  2.13it/s]
Training 2/3 epoch (loss 0.0016):  38%|███▊      | 6074/16050 [1:09:03<1:25:50,  1.94it/s]
Training 2/3 epoch (loss 0.0063):  38%|███▊      | 6074/16050 [1:09:03<1:25:50,  1.94it/s]
Training 2/3 epoch (loss 0.0063):  38%|███▊      | 6075/16050 [1:09:03<1:18:54,  2.11it/s]
Training 2/3 epoch (loss 0.0018):  38%|███▊      | 6075/16050 [1:09:04<1:18:54,  2.11it/s]
Training 2/3 epoch (loss 0.0018):  38%|███▊      | 6076/16050 [1:09:04<1:21:35,  2.04it/s]
Training 2/3 epoch (loss 0.3929):  38%|███▊      | 6076/16050 [1:09:06<1:21:35,  2.04it/s]
Training 2/3 epoch (loss 0.3929):  38%|███▊      | 6077/16050 [1:09:06<2:49:16,  1.02s/it]
Training 2/3 epoch (loss 0.9257):  38%|███▊      | 6077/16050 [1:09:07<2:49:16,  1.02s/it]
Training 2/3 epoch (loss 0.9257):  38%|███▊      | 6078/16050 [1:09:07<2:27:56,  1.12it/s]
Training 2/3 epoch (loss 0.0065):  38%|███▊      | 6078/16050 [1:09:07<2:27:56,  1.12it/s]
Training 2/3 epoch (loss 0.0065):  38%|███▊      | 6079/16050 [1:09:07<2:05:05,  1.33it/s]
Training 2/3 epoch (loss 0.2176):  38%|███▊      | 6079/16050 [1:09:08<2:05:05,  1.33it/s]
Training 2/3 epoch (loss 0.2176):  38%|███▊      | 6080/16050 [1:09:08<1:49:40,  1.52it/s]
Training 2/3 epoch (loss 0.0102):  38%|███▊      | 6080/16050 [1:09:08<1:49:40,  1.52it/s]
Training 2/3 epoch (loss 0.0102):  38%|███▊      | 6081/16050 [1:09:08<1:33:36,  1.77it/s]
Training 2/3 epoch (loss 0.0074):  38%|███▊      | 6081/16050 [1:09:09<1:33:36,  1.77it/s]
Training 2/3 epoch (loss 0.0074):  38%|███▊      | 6082/16050 [1:09:09<1:31:46,  1.81it/s]
Training 2/3 epoch (loss 0.4999):  38%|███▊      | 6082/16050 [1:09:09<1:31:46,  1.81it/s]
Training 2/3 epoch (loss 0.4999):  38%|███▊      | 6083/16050 [1:09:09<1:24:45,  1.96it/s]
Training 2/3 epoch (loss 0.0046):  38%|███▊      | 6083/16050 [1:09:09<1:24:45,  1.96it/s]
Training 2/3 epoch (loss 0.0046):  38%|███▊      | 6084/16050 [1:09:09<1:22:09,  2.02it/s]
Training 2/3 epoch (loss 0.4237):  38%|███▊      | 6084/16050 [1:09:10<1:22:09,  2.02it/s]
Training 2/3 epoch (loss 0.4237):  38%|███▊      | 6085/16050 [1:09:10<1:17:54,  2.13it/s]
Training 2/3 epoch (loss 0.4536):  38%|███▊      | 6085/16050 [1:09:10<1:17:54,  2.13it/s]
Training 2/3 epoch (loss 0.4536):  38%|███▊      | 6086/16050 [1:09:10<1:24:25,  1.97it/s]
Training 2/3 epoch (loss 0.1013):  38%|███▊      | 6086/16050 [1:09:11<1:24:25,  1.97it/s]
Training 2/3 epoch (loss 0.1013):  38%|███▊      | 6087/16050 [1:09:11<1:29:51,  1.85it/s]
Training 2/3 epoch (loss 0.0801):  38%|███▊      | 6087/16050 [1:09:12<1:29:51,  1.85it/s]
Training 2/3 epoch (loss 0.0801):  38%|███▊      | 6088/16050 [1:09:12<1:35:11,  1.74it/s]
Training 2/3 epoch (loss 0.0539):  38%|███▊      | 6088/16050 [1:09:12<1:35:11,  1.74it/s]
Training 2/3 epoch (loss 0.0539):  38%|███▊      | 6089/16050 [1:09:12<1:25:48,  1.93it/s]
Training 2/3 epoch (loss 0.0022):  38%|███▊      | 6089/16050 [1:09:13<1:25:48,  1.93it/s]
Training 2/3 epoch (loss 0.0022):  38%|███▊      | 6090/16050 [1:09:13<1:22:59,  2.00it/s]
Training 2/3 epoch (loss 0.0006):  38%|███▊      | 6090/16050 [1:09:13<1:22:59,  2.00it/s]
Training 2/3 epoch (loss 0.0006):  38%|███▊      | 6091/16050 [1:09:13<1:28:45,  1.87it/s]
Training 2/3 epoch (loss 0.0076):  38%|███▊      | 6091/16050 [1:09:14<1:28:45,  1.87it/s]
Training 2/3 epoch (loss 0.0076):  38%|███▊      | 6092/16050 [1:09:14<1:27:55,  1.89it/s]
Training 2/3 epoch (loss 0.0469):  38%|███▊      | 6092/16050 [1:09:14<1:27:55,  1.89it/s]
Training 2/3 epoch (loss 0.0469):  38%|███▊      | 6093/16050 [1:09:14<1:23:34,  1.99it/s]
Training 2/3 epoch (loss 0.0552):  38%|███▊      | 6093/16050 [1:09:15<1:23:34,  1.99it/s]
Training 2/3 epoch (loss 0.0552):  38%|███▊      | 6094/16050 [1:09:15<1:21:57,  2.02it/s]
Training 2/3 epoch (loss 0.0147):  38%|███▊      | 6094/16050 [1:09:15<1:21:57,  2.02it/s]
Training 2/3 epoch (loss 0.0147):  38%|███▊      | 6095/16050 [1:09:15<1:24:53,  1.95it/s]
Training 2/3 epoch (loss 0.4888):  38%|███▊      | 6095/16050 [1:09:16<1:24:53,  1.95it/s]
Training 2/3 epoch (loss 0.4888):  38%|███▊      | 6096/16050 [1:09:16<1:30:29,  1.83it/s]
Training 2/3 epoch (loss 0.2533):  38%|███▊      | 6096/16050 [1:09:16<1:30:29,  1.83it/s]
Training 2/3 epoch (loss 0.2533):  38%|███▊      | 6097/16050 [1:09:16<1:29:16,  1.86it/s]
Training 2/3 epoch (loss 0.0004):  38%|███▊      | 6097/16050 [1:09:17<1:29:16,  1.86it/s]
Training 2/3 epoch (loss 0.0004):  38%|███▊      | 6098/16050 [1:09:17<1:25:06,  1.95it/s]
Training 2/3 epoch (loss 0.0425):  38%|███▊      | 6098/16050 [1:09:17<1:25:06,  1.95it/s]
Training 2/3 epoch (loss 0.0425):  38%|███▊      | 6099/16050 [1:09:17<1:20:18,  2.07it/s]
Training 2/3 epoch (loss 0.5005):  38%|███▊      | 6099/16050 [1:09:18<1:20:18,  2.07it/s]
Training 2/3 epoch (loss 0.5005):  38%|███▊      | 6100/16050 [1:09:18<1:13:24,  2.26it/s]
Training 2/3 epoch (loss 0.5527):  38%|███▊      | 6100/16050 [1:09:18<1:13:24,  2.26it/s]
Training 2/3 epoch (loss 0.5527):  38%|███▊      | 6101/16050 [1:09:18<1:11:01,  2.33it/s]
Training 2/3 epoch (loss 0.0051):  38%|███▊      | 6101/16050 [1:09:18<1:11:01,  2.33it/s]
Training 2/3 epoch (loss 0.0051):  38%|███▊      | 6102/16050 [1:09:18<1:11:48,  2.31it/s]
Training 2/3 epoch (loss 0.0003):  38%|███▊      | 6102/16050 [1:09:19<1:11:48,  2.31it/s]
Training 2/3 epoch (loss 0.0003):  38%|███▊      | 6103/16050 [1:09:19<1:17:39,  2.13it/s]
Training 2/3 epoch (loss 0.2508):  38%|███▊      | 6103/16050 [1:09:19<1:17:39,  2.13it/s]
Training 2/3 epoch (loss 0.2508):  38%|███▊      | 6104/16050 [1:09:19<1:23:11,  1.99it/s]
Training 2/3 epoch (loss 0.5045):  38%|███▊      | 6104/16050 [1:09:20<1:23:11,  1.99it/s]
Training 2/3 epoch (loss 0.5045):  38%|███▊      | 6105/16050 [1:09:20<1:32:26,  1.79it/s]
Training 2/3 epoch (loss 0.0016):  38%|███▊      | 6105/16050 [1:09:21<1:32:26,  1.79it/s]
Training 2/3 epoch (loss 0.0016):  38%|███▊      | 6106/16050 [1:09:21<1:27:39,  1.89it/s]
Training 2/3 epoch (loss 0.3798):  38%|███▊      | 6106/16050 [1:09:21<1:27:39,  1.89it/s]
Training 2/3 epoch (loss 0.3798):  38%|███▊      | 6107/16050 [1:09:21<1:27:13,  1.90it/s]
Training 2/3 epoch (loss 0.2479):  38%|███▊      | 6107/16050 [1:09:22<1:27:13,  1.90it/s]
Training 2/3 epoch (loss 0.2479):  38%|███▊      | 6108/16050 [1:09:22<1:30:06,  1.84it/s]
Training 2/3 epoch (loss 0.0402):  38%|███▊      | 6108/16050 [1:09:22<1:30:06,  1.84it/s]
Training 2/3 epoch (loss 0.0402):  38%|███▊      | 6109/16050 [1:09:22<1:23:43,  1.98it/s]
Training 2/3 epoch (loss 0.0829):  38%|███▊      | 6109/16050 [1:09:23<1:23:43,  1.98it/s]
Training 2/3 epoch (loss 0.0829):  38%|███▊      | 6110/16050 [1:09:23<1:21:29,  2.03it/s]
Training 2/3 epoch (loss 0.0041):  38%|███▊      | 6110/16050 [1:09:23<1:21:29,  2.03it/s]
Training 2/3 epoch (loss 0.0041):  38%|███▊      | 6111/16050 [1:09:23<1:20:53,  2.05it/s]
Training 2/3 epoch (loss 0.0020):  38%|███▊      | 6111/16050 [1:09:24<1:20:53,  2.05it/s]
Training 2/3 epoch (loss 0.0020):  38%|███▊      | 6112/16050 [1:09:24<1:27:43,  1.89it/s]
Training 2/3 epoch (loss 0.0550):  38%|███▊      | 6112/16050 [1:09:24<1:27:43,  1.89it/s]
Training 2/3 epoch (loss 0.0550):  38%|███▊      | 6113/16050 [1:09:24<1:32:18,  1.79it/s]
Training 2/3 epoch (loss 0.0986):  38%|███▊      | 6113/16050 [1:09:25<1:32:18,  1.79it/s]
Training 2/3 epoch (loss 0.0986):  38%|███▊      | 6114/16050 [1:09:25<1:35:59,  1.73it/s]
Training 2/3 epoch (loss 0.3787):  38%|███▊      | 6114/16050 [1:09:25<1:35:59,  1.73it/s]
Training 2/3 epoch (loss 0.3787):  38%|███▊      | 6115/16050 [1:09:25<1:30:27,  1.83it/s]
Training 2/3 epoch (loss 1.0573):  38%|███▊      | 6115/16050 [1:09:26<1:30:27,  1.83it/s]
Training 2/3 epoch (loss 1.0573):  38%|███▊      | 6116/16050 [1:09:26<1:24:59,  1.95it/s]
Training 2/3 epoch (loss 0.0103):  38%|███▊      | 6116/16050 [1:09:26<1:24:59,  1.95it/s]
Training 2/3 epoch (loss 0.0103):  38%|███▊      | 6117/16050 [1:09:26<1:18:43,  2.10it/s]
Training 2/3 epoch (loss 0.0324):  38%|███▊      | 6117/16050 [1:09:27<1:18:43,  2.10it/s]
Training 2/3 epoch (loss 0.0324):  38%|███▊      | 6118/16050 [1:09:27<1:22:28,  2.01it/s]
Training 2/3 epoch (loss 0.2386):  38%|███▊      | 6118/16050 [1:09:27<1:22:28,  2.01it/s]
Training 2/3 epoch (loss 0.2386):  38%|███▊      | 6119/16050 [1:09:27<1:23:59,  1.97it/s]
Training 2/3 epoch (loss 0.0011):  38%|███▊      | 6119/16050 [1:09:28<1:23:59,  1.97it/s]
Training 2/3 epoch (loss 0.0011):  38%|███▊      | 6120/16050 [1:09:28<1:19:06,  2.09it/s]
Training 2/3 epoch (loss 0.5663):  38%|███▊      | 6120/16050 [1:09:28<1:19:06,  2.09it/s]
Training 2/3 epoch (loss 0.5663):  38%|███▊      | 6121/16050 [1:09:28<1:19:06,  2.09it/s]
Training 2/3 epoch (loss 0.0073):  38%|███▊      | 6121/16050 [1:09:29<1:19:06,  2.09it/s]
Training 2/3 epoch (loss 0.0073):  38%|███▊      | 6122/16050 [1:09:29<1:21:49,  2.02it/s]
Training 2/3 epoch (loss 0.0930):  38%|███▊      | 6122/16050 [1:09:29<1:21:49,  2.02it/s]
Training 2/3 epoch (loss 0.0930):  38%|███▊      | 6123/16050 [1:09:29<1:28:18,  1.87it/s]
Training 2/3 epoch (loss 0.2004):  38%|███▊      | 6123/16050 [1:09:30<1:28:18,  1.87it/s]
Training 2/3 epoch (loss 0.2004):  38%|███▊      | 6124/16050 [1:09:30<1:27:56,  1.88it/s]
Training 2/3 epoch (loss 0.5687):  38%|███▊      | 6124/16050 [1:09:32<1:27:56,  1.88it/s]
Training 2/3 epoch (loss 0.5687):  38%|███▊      | 6125/16050 [1:09:32<2:58:05,  1.08s/it]
Training 2/3 epoch (loss 0.0070):  38%|███▊      | 6125/16050 [1:09:33<2:58:05,  1.08s/it]
Training 2/3 epoch (loss 0.0070):  38%|███▊      | 6126/16050 [1:09:33<2:32:07,  1.09it/s]
Training 2/3 epoch (loss 0.0650):  38%|███▊      | 6126/16050 [1:09:33<2:32:07,  1.09it/s]
Training 2/3 epoch (loss 0.0650):  38%|███▊      | 6127/16050 [1:09:33<2:08:29,  1.29it/s]
Training 2/3 epoch (loss 0.0059):  38%|███▊      | 6127/16050 [1:09:34<2:08:29,  1.29it/s]
Training 2/3 epoch (loss 0.0059):  38%|███▊      | 6128/16050 [1:09:34<1:56:28,  1.42it/s]
Training 2/3 epoch (loss 0.2526):  38%|███▊      | 6128/16050 [1:09:34<1:56:28,  1.42it/s]
Training 2/3 epoch (loss 0.2526):  38%|███▊      | 6129/16050 [1:09:34<1:45:18,  1.57it/s]
Training 2/3 epoch (loss 0.0688):  38%|███▊      | 6129/16050 [1:09:35<1:45:18,  1.57it/s]
Training 2/3 epoch (loss 0.0688):  38%|███▊      | 6130/16050 [1:09:35<1:34:08,  1.76it/s]
Training 2/3 epoch (loss 0.1374):  38%|███▊      | 6130/16050 [1:09:35<1:34:08,  1.76it/s]
Training 2/3 epoch (loss 0.1374):  38%|███▊      | 6131/16050 [1:09:35<1:32:20,  1.79it/s]
Training 2/3 epoch (loss 0.0077):  38%|███▊      | 6131/16050 [1:09:36<1:32:20,  1.79it/s]
Training 2/3 epoch (loss 0.0077):  38%|███▊      | 6132/16050 [1:09:36<1:37:31,  1.69it/s]
Training 2/3 epoch (loss 0.0040):  38%|███▊      | 6132/16050 [1:09:37<1:37:31,  1.69it/s]
Training 2/3 epoch (loss 0.0040):  38%|███▊      | 6133/16050 [1:09:37<1:41:07,  1.63it/s]
Training 2/3 epoch (loss 0.0103):  38%|███▊      | 6133/16050 [1:09:37<1:41:07,  1.63it/s]
Training 2/3 epoch (loss 0.0103):  38%|███▊      | 6134/16050 [1:09:37<1:37:33,  1.69it/s]
Training 2/3 epoch (loss 0.0040):  38%|███▊      | 6134/16050 [1:09:38<1:37:33,  1.69it/s]
Training 2/3 epoch (loss 0.0040):  38%|███▊      | 6135/16050 [1:09:38<1:30:57,  1.82it/s]
Training 2/3 epoch (loss 0.0035):  38%|███▊      | 6135/16050 [1:09:38<1:30:57,  1.82it/s]
Training 2/3 epoch (loss 0.0035):  38%|███▊      | 6136/16050 [1:09:38<1:34:37,  1.75it/s]
Training 2/3 epoch (loss 0.0016):  38%|███▊      | 6136/16050 [1:09:39<1:34:37,  1.75it/s]
Training 2/3 epoch (loss 0.0016):  38%|███▊      | 6137/16050 [1:09:39<1:41:48,  1.62it/s]
Training 2/3 epoch (loss 0.0018):  38%|███▊      | 6137/16050 [1:09:40<1:41:48,  1.62it/s]
Training 2/3 epoch (loss 0.0018):  38%|███▊      | 6138/16050 [1:09:40<1:54:41,  1.44it/s]
Training 2/3 epoch (loss 0.0560):  38%|███▊      | 6138/16050 [1:09:40<1:54:41,  1.44it/s]
Training 2/3 epoch (loss 0.0560):  38%|███▊      | 6139/16050 [1:09:40<1:51:03,  1.49it/s]
Training 2/3 epoch (loss 0.4317):  38%|███▊      | 6139/16050 [1:09:41<1:51:03,  1.49it/s]
Training 2/3 epoch (loss 0.4317):  38%|███▊      | 6140/16050 [1:09:41<1:37:18,  1.70it/s]
Training 2/3 epoch (loss 0.0331):  38%|███▊      | 6140/16050 [1:09:41<1:37:18,  1.70it/s]
Training 2/3 epoch (loss 0.0331):  38%|███▊      | 6141/16050 [1:09:41<1:38:47,  1.67it/s]
Training 2/3 epoch (loss 0.1253):  38%|███▊      | 6141/16050 [1:09:42<1:38:47,  1.67it/s]
Training 2/3 epoch (loss 0.1253):  38%|███▊      | 6142/16050 [1:09:42<1:33:49,  1.76it/s]
Training 2/3 epoch (loss 0.2866):  38%|███▊      | 6142/16050 [1:09:43<1:33:49,  1.76it/s]
Training 2/3 epoch (loss 0.2866):  38%|███▊      | 6143/16050 [1:09:43<1:53:53,  1.45it/s]
Training 2/3 epoch (loss 0.4039):  38%|███▊      | 6143/16050 [1:09:44<1:53:53,  1.45it/s]
Training 2/3 epoch (loss 0.4039):  38%|███▊      | 6144/16050 [1:09:44<1:55:43,  1.43it/s]
Training 2/3 epoch (loss 0.1021):  38%|███▊      | 6144/16050 [1:09:44<1:55:43,  1.43it/s]
Training 2/3 epoch (loss 0.1021):  38%|███▊      | 6145/16050 [1:09:44<1:50:22,  1.50it/s]
Training 2/3 epoch (loss 0.0818):  38%|███▊      | 6145/16050 [1:09:45<1:50:22,  1.50it/s]
Training 2/3 epoch (loss 0.0818):  38%|███▊      | 6146/16050 [1:09:45<1:44:02,  1.59it/s]
Training 2/3 epoch (loss 0.3066):  38%|███▊      | 6146/16050 [1:09:45<1:44:02,  1.59it/s]
Training 2/3 epoch (loss 0.3066):  38%|███▊      | 6147/16050 [1:09:45<1:30:50,  1.82it/s]
Training 2/3 epoch (loss 0.0058):  38%|███▊      | 6147/16050 [1:09:46<1:30:50,  1.82it/s]
Training 2/3 epoch (loss 0.0058):  38%|███▊      | 6148/16050 [1:09:46<1:23:48,  1.97it/s]
Training 2/3 epoch (loss 0.6636):  38%|███▊      | 6148/16050 [1:09:46<1:23:48,  1.97it/s]
Training 2/3 epoch (loss 0.6636):  38%|███▊      | 6149/16050 [1:09:46<1:46:24,  1.55it/s]
Training 2/3 epoch (loss 0.1546):  38%|███▊      | 6149/16050 [1:09:47<1:46:24,  1.55it/s]
Training 2/3 epoch (loss 0.1546):  38%|███▊      | 6150/16050 [1:09:47<1:34:37,  1.74it/s]
Training 2/3 epoch (loss 0.5522):  38%|███▊      | 6150/16050 [1:09:47<1:34:37,  1.74it/s]
Training 2/3 epoch (loss 0.5522):  38%|███▊      | 6151/16050 [1:09:47<1:35:55,  1.72it/s]
Training 2/3 epoch (loss 0.4687):  38%|███▊      | 6151/16050 [1:09:48<1:35:55,  1.72it/s]
Training 2/3 epoch (loss 0.4687):  38%|███▊      | 6152/16050 [1:09:48<1:26:52,  1.90it/s]
Training 2/3 epoch (loss 0.5414):  38%|███▊      | 6152/16050 [1:09:49<1:26:52,  1.90it/s]
Training 2/3 epoch (loss 0.5414):  38%|███▊      | 6153/16050 [1:09:49<1:32:11,  1.79it/s]
Training 2/3 epoch (loss 0.2492):  38%|███▊      | 6153/16050 [1:09:50<1:32:11,  1.79it/s]
Training 2/3 epoch (loss 0.2492):  38%|███▊      | 6154/16050 [1:09:50<1:54:09,  1.44it/s]
Training 2/3 epoch (loss 0.0985):  38%|███▊      | 6154/16050 [1:09:50<1:54:09,  1.44it/s]
Training 2/3 epoch (loss 0.0985):  38%|███▊      | 6155/16050 [1:09:50<1:46:04,  1.55it/s]
Training 2/3 epoch (loss 0.1380):  38%|███▊      | 6155/16050 [1:09:51<1:46:04,  1.55it/s]
Training 2/3 epoch (loss 0.1380):  38%|███▊      | 6156/16050 [1:09:51<1:54:07,  1.44it/s]
Training 2/3 epoch (loss 0.3747):  38%|███▊      | 6156/16050 [1:09:51<1:54:07,  1.44it/s]
Training 2/3 epoch (loss 0.3747):  38%|███▊      | 6157/16050 [1:09:51<1:42:58,  1.60it/s]
Training 2/3 epoch (loss 0.0217):  38%|███▊      | 6157/16050 [1:09:52<1:42:58,  1.60it/s]
Training 2/3 epoch (loss 0.0217):  38%|███▊      | 6158/16050 [1:09:52<1:37:11,  1.70it/s]
Training 2/3 epoch (loss 0.1606):  38%|███▊      | 6158/16050 [1:09:52<1:37:11,  1.70it/s]
Training 2/3 epoch (loss 0.1606):  38%|███▊      | 6159/16050 [1:09:52<1:31:29,  1.80it/s]
Training 2/3 epoch (loss 0.4372):  38%|███▊      | 6159/16050 [1:09:53<1:31:29,  1.80it/s]
Training 2/3 epoch (loss 0.4372):  38%|███▊      | 6160/16050 [1:09:53<1:24:19,  1.95it/s]
Training 2/3 epoch (loss 0.3518):  38%|███▊      | 6160/16050 [1:09:53<1:24:19,  1.95it/s]
Training 2/3 epoch (loss 0.3518):  38%|███▊      | 6161/16050 [1:09:53<1:31:03,  1.81it/s]
Training 2/3 epoch (loss 0.0576):  38%|███▊      | 6161/16050 [1:09:54<1:31:03,  1.81it/s]
Training 2/3 epoch (loss 0.0576):  38%|███▊      | 6162/16050 [1:09:54<1:38:22,  1.68it/s]
Training 2/3 epoch (loss 0.0031):  38%|███▊      | 6162/16050 [1:09:55<1:38:22,  1.68it/s]
Training 2/3 epoch (loss 0.0031):  38%|███▊      | 6163/16050 [1:09:55<1:34:51,  1.74it/s]
Training 2/3 epoch (loss 0.0313):  38%|███▊      | 6163/16050 [1:09:55<1:34:51,  1.74it/s]
Training 2/3 epoch (loss 0.0313):  38%|███▊      | 6164/16050 [1:09:55<1:37:30,  1.69it/s]
Training 2/3 epoch (loss 0.0075):  38%|███▊      | 6164/16050 [1:09:56<1:37:30,  1.69it/s]
Training 2/3 epoch (loss 0.0075):  38%|███▊      | 6165/16050 [1:09:56<1:42:26,  1.61it/s]
Training 2/3 epoch (loss 0.0040):  38%|███▊      | 6165/16050 [1:09:56<1:42:26,  1.61it/s]
Training 2/3 epoch (loss 0.0040):  38%|███▊      | 6166/16050 [1:09:56<1:38:09,  1.68it/s]
Training 2/3 epoch (loss 0.0165):  38%|███▊      | 6166/16050 [1:09:57<1:38:09,  1.68it/s]
Training 2/3 epoch (loss 0.0165):  38%|███▊      | 6167/16050 [1:09:57<1:31:57,  1.79it/s]
Training 2/3 epoch (loss 0.0029):  38%|███▊      | 6167/16050 [1:09:57<1:31:57,  1.79it/s]
Training 2/3 epoch (loss 0.0029):  38%|███▊      | 6168/16050 [1:09:57<1:23:21,  1.98it/s]
Training 2/3 epoch (loss 0.3500):  38%|███▊      | 6168/16050 [1:10:00<1:23:21,  1.98it/s]
Training 2/3 epoch (loss 0.3500):  38%|███▊      | 6169/16050 [1:10:00<2:48:54,  1.03s/it]
Training 2/3 epoch (loss 0.0053):  38%|███▊      | 6169/16050 [1:10:00<2:48:54,  1.03s/it]
Training 2/3 epoch (loss 0.0053):  38%|███▊      | 6170/16050 [1:10:00<2:26:37,  1.12it/s]
Training 2/3 epoch (loss 0.0324):  38%|███▊      | 6170/16050 [1:10:01<2:26:37,  1.12it/s]
Training 2/3 epoch (loss 0.0324):  38%|███▊      | 6171/16050 [1:10:01<2:12:12,  1.25it/s]
Training 2/3 epoch (loss 0.0035):  38%|███▊      | 6171/16050 [1:10:01<2:12:12,  1.25it/s]
Training 2/3 epoch (loss 0.0035):  38%|███▊      | 6172/16050 [1:10:01<1:59:38,  1.38it/s]
Training 2/3 epoch (loss 0.0137):  38%|███▊      | 6172/16050 [1:10:02<1:59:38,  1.38it/s]
Training 2/3 epoch (loss 0.0137):  38%|███▊      | 6173/16050 [1:10:02<1:56:06,  1.42it/s]
Training 2/3 epoch (loss 0.0119):  38%|███▊      | 6173/16050 [1:10:02<1:56:06,  1.42it/s]
Training 2/3 epoch (loss 0.0119):  38%|███▊      | 6174/16050 [1:10:02<1:41:56,  1.61it/s]
Training 2/3 epoch (loss 0.1758):  38%|███▊      | 6174/16050 [1:10:03<1:41:56,  1.61it/s]
Training 2/3 epoch (loss 0.1758):  38%|███▊      | 6175/16050 [1:10:03<1:31:40,  1.80it/s]
Training 2/3 epoch (loss 0.0504):  38%|███▊      | 6175/16050 [1:10:03<1:31:40,  1.80it/s]
Training 2/3 epoch (loss 0.0504):  38%|███▊      | 6176/16050 [1:10:03<1:20:37,  2.04it/s]
Training 2/3 epoch (loss 0.6056):  38%|███▊      | 6176/16050 [1:10:04<1:20:37,  2.04it/s]
Training 2/3 epoch (loss 0.6056):  38%|███▊      | 6177/16050 [1:10:04<1:23:01,  1.98it/s]
Training 2/3 epoch (loss 0.0182):  38%|███▊      | 6177/16050 [1:10:04<1:23:01,  1.98it/s]
Training 2/3 epoch (loss 0.0182):  38%|███▊      | 6178/16050 [1:10:04<1:18:23,  2.10it/s]
Training 2/3 epoch (loss 0.5295):  38%|███▊      | 6178/16050 [1:10:04<1:18:23,  2.10it/s]
Training 2/3 epoch (loss 0.5295):  38%|███▊      | 6179/16050 [1:10:04<1:14:22,  2.21it/s]
Training 2/3 epoch (loss 0.0044):  38%|███▊      | 6179/16050 [1:10:05<1:14:22,  2.21it/s]
Training 2/3 epoch (loss 0.0044):  39%|███▊      | 6180/16050 [1:10:05<1:14:46,  2.20it/s]
Training 2/3 epoch (loss 0.2381):  39%|███▊      | 6180/16050 [1:10:07<1:14:46,  2.20it/s]
Training 2/3 epoch (loss 0.2381):  39%|███▊      | 6181/16050 [1:10:07<2:48:04,  1.02s/it]
Training 2/3 epoch (loss 0.0739):  39%|███▊      | 6181/16050 [1:10:08<2:48:04,  1.02s/it]
Training 2/3 epoch (loss 0.0739):  39%|███▊      | 6182/16050 [1:10:08<2:18:06,  1.19it/s]
Training 2/3 epoch (loss 0.0010):  39%|███▊      | 6182/16050 [1:10:08<2:18:06,  1.19it/s]
Training 2/3 epoch (loss 0.0010):  39%|███▊      | 6183/16050 [1:10:08<1:56:21,  1.41it/s]
Training 2/3 epoch (loss 0.6144):  39%|███▊      | 6183/16050 [1:10:08<1:56:21,  1.41it/s]
Training 2/3 epoch (loss 0.6144):  39%|███▊      | 6184/16050 [1:10:08<1:39:25,  1.65it/s]
Training 2/3 epoch (loss 0.0304):  39%|███▊      | 6184/16050 [1:10:09<1:39:25,  1.65it/s]
Training 2/3 epoch (loss 0.0304):  39%|███▊      | 6185/16050 [1:10:09<1:38:48,  1.66it/s]
Training 2/3 epoch (loss 0.5170):  39%|███▊      | 6185/16050 [1:10:09<1:38:48,  1.66it/s]
Training 2/3 epoch (loss 0.5170):  39%|███▊      | 6186/16050 [1:10:09<1:29:11,  1.84it/s]
Training 2/3 epoch (loss 0.0033):  39%|███▊      | 6186/16050 [1:10:10<1:29:11,  1.84it/s]
Training 2/3 epoch (loss 0.0033):  39%|███▊      | 6187/16050 [1:10:10<1:28:12,  1.86it/s]
Training 2/3 epoch (loss 0.5505):  39%|███▊      | 6187/16050 [1:10:11<1:28:12,  1.86it/s]
Training 2/3 epoch (loss 0.5505):  39%|███▊      | 6188/16050 [1:10:11<1:31:50,  1.79it/s]
Training 2/3 epoch (loss 0.0013):  39%|███▊      | 6188/16050 [1:10:11<1:31:50,  1.79it/s]
Training 2/3 epoch (loss 0.0013):  39%|███▊      | 6189/16050 [1:10:11<1:26:17,  1.90it/s]
Training 2/3 epoch (loss 0.0011):  39%|███▊      | 6189/16050 [1:10:12<1:26:17,  1.90it/s]
Training 2/3 epoch (loss 0.0011):  39%|███▊      | 6190/16050 [1:10:12<1:35:00,  1.73it/s]
Training 2/3 epoch (loss 0.0010):  39%|███▊      | 6190/16050 [1:10:12<1:35:00,  1.73it/s]
Training 2/3 epoch (loss 0.0010):  39%|███▊      | 6191/16050 [1:10:12<1:28:31,  1.86it/s]
Training 2/3 epoch (loss 0.1350):  39%|███▊      | 6191/16050 [1:10:13<1:28:31,  1.86it/s]
Training 2/3 epoch (loss 0.1350):  39%|███▊      | 6192/16050 [1:10:13<1:21:50,  2.01it/s]
Training 2/3 epoch (loss 0.0475):  39%|███▊      | 6192/16050 [1:10:13<1:21:50,  2.01it/s]
Training 2/3 epoch (loss 0.0475):  39%|███▊      | 6193/16050 [1:10:13<1:17:09,  2.13it/s]
Training 2/3 epoch (loss 0.0038):  39%|███▊      | 6193/16050 [1:10:14<1:17:09,  2.13it/s]
Training 2/3 epoch (loss 0.0038):  39%|███▊      | 6194/16050 [1:10:14<1:28:20,  1.86it/s]
Training 2/3 epoch (loss 0.0111):  39%|███▊      | 6194/16050 [1:10:14<1:28:20,  1.86it/s]
Training 2/3 epoch (loss 0.0111):  39%|███▊      | 6195/16050 [1:10:14<1:30:26,  1.82it/s]
Training 2/3 epoch (loss 0.5291):  39%|███▊      | 6195/16050 [1:10:15<1:30:26,  1.82it/s]
Training 2/3 epoch (loss 0.5291):  39%|███▊      | 6196/16050 [1:10:15<1:29:02,  1.84it/s]
Training 2/3 epoch (loss 0.3529):  39%|███▊      | 6196/16050 [1:10:15<1:29:02,  1.84it/s]
Training 2/3 epoch (loss 0.3529):  39%|███▊      | 6197/16050 [1:10:15<1:34:36,  1.74it/s]
Training 2/3 epoch (loss 0.6259):  39%|███▊      | 6197/16050 [1:10:16<1:34:36,  1.74it/s]
Training 2/3 epoch (loss 0.6259):  39%|███▊      | 6198/16050 [1:10:16<1:32:05,  1.78it/s]
Training 2/3 epoch (loss 0.0815):  39%|███▊      | 6198/16050 [1:10:17<1:32:05,  1.78it/s]
Training 2/3 epoch (loss 0.0815):  39%|███▊      | 6199/16050 [1:10:17<1:54:51,  1.43it/s]
Training 2/3 epoch (loss 0.0069):  39%|███▊      | 6199/16050 [1:10:17<1:54:51,  1.43it/s]
Training 2/3 epoch (loss 0.0069):  39%|███▊      | 6200/16050 [1:10:17<1:44:01,  1.58it/s]
Training 2/3 epoch (loss 0.0609):  39%|███▊      | 6200/16050 [1:10:18<1:44:01,  1.58it/s]
Training 2/3 epoch (loss 0.0609):  39%|███▊      | 6201/16050 [1:10:18<1:39:43,  1.65it/s]
Training 2/3 epoch (loss 0.0716):  39%|███▊      | 6201/16050 [1:10:19<1:39:43,  1.65it/s]
Training 2/3 epoch (loss 0.0716):  39%|███▊      | 6202/16050 [1:10:19<2:06:24,  1.30it/s]
Training 2/3 epoch (loss 0.1994):  39%|███▊      | 6202/16050 [1:10:20<2:06:24,  1.30it/s]
Training 2/3 epoch (loss 0.1994):  39%|███▊      | 6203/16050 [1:10:20<1:52:25,  1.46it/s]
Training 2/3 epoch (loss 0.0467):  39%|███▊      | 6203/16050 [1:10:20<1:52:25,  1.46it/s]
Training 2/3 epoch (loss 0.0467):  39%|███▊      | 6204/16050 [1:10:20<1:39:05,  1.66it/s]
Training 2/3 epoch (loss 0.4255):  39%|███▊      | 6204/16050 [1:10:21<1:39:05,  1.66it/s]
Training 2/3 epoch (loss 0.4255):  39%|███▊      | 6205/16050 [1:10:21<1:49:27,  1.50it/s]
Training 2/3 epoch (loss 0.0147):  39%|███▊      | 6205/16050 [1:10:21<1:49:27,  1.50it/s]
Training 2/3 epoch (loss 0.0147):  39%|███▊      | 6206/16050 [1:10:21<1:42:13,  1.61it/s]
Training 2/3 epoch (loss 0.0280):  39%|███▊      | 6206/16050 [1:10:22<1:42:13,  1.61it/s]
Training 2/3 epoch (loss 0.0280):  39%|███▊      | 6207/16050 [1:10:22<1:31:38,  1.79it/s]
Training 2/3 epoch (loss 0.2597):  39%|███▊      | 6207/16050 [1:10:24<1:31:38,  1.79it/s]
Training 2/3 epoch (loss 0.2597):  39%|███▊      | 6208/16050 [1:10:24<2:54:03,  1.06s/it]
Training 2/3 epoch (loss 0.0043):  39%|███▊      | 6208/16050 [1:10:24<2:54:03,  1.06s/it]
Training 2/3 epoch (loss 0.0043):  39%|███▊      | 6209/16050 [1:10:24<2:23:53,  1.14it/s]
Training 2/3 epoch (loss 0.1183):  39%|███▊      | 6209/16050 [1:10:25<2:23:53,  1.14it/s]
Training 2/3 epoch (loss 0.1183):  39%|███▊      | 6210/16050 [1:10:25<2:01:33,  1.35it/s]
Training 2/3 epoch (loss 0.0008):  39%|███▊      | 6210/16050 [1:10:25<2:01:33,  1.35it/s]
Training 2/3 epoch (loss 0.0008):  39%|███▊      | 6211/16050 [1:10:25<1:47:01,  1.53it/s]
Training 2/3 epoch (loss 0.3127):  39%|███▊      | 6211/16050 [1:10:26<1:47:01,  1.53it/s]
Training 2/3 epoch (loss 0.3127):  39%|███▊      | 6212/16050 [1:10:26<1:37:22,  1.68it/s]
Training 2/3 epoch (loss 0.4442):  39%|███▊      | 6212/16050 [1:10:27<1:37:22,  1.68it/s]
Training 2/3 epoch (loss 0.4442):  39%|███▊      | 6213/16050 [1:10:27<1:50:31,  1.48it/s]
Training 2/3 epoch (loss 0.1075):  39%|███▊      | 6213/16050 [1:10:27<1:50:31,  1.48it/s]
Training 2/3 epoch (loss 0.1075):  39%|███▊      | 6214/16050 [1:10:27<1:43:25,  1.59it/s]
Training 2/3 epoch (loss 0.0064):  39%|███▊      | 6214/16050 [1:10:28<1:43:25,  1.59it/s]
Training 2/3 epoch (loss 0.0064):  39%|███▊      | 6215/16050 [1:10:28<1:42:13,  1.60it/s]
Training 2/3 epoch (loss 0.5245):  39%|███▊      | 6215/16050 [1:10:28<1:42:13,  1.60it/s]
Training 2/3 epoch (loss 0.5245):  39%|███▊      | 6216/16050 [1:10:28<1:37:11,  1.69it/s]
Training 2/3 epoch (loss 0.1155):  39%|███▊      | 6216/16050 [1:10:29<1:37:11,  1.69it/s]
Training 2/3 epoch (loss 0.1155):  39%|███▊      | 6217/16050 [1:10:29<1:38:12,  1.67it/s]
Training 2/3 epoch (loss 0.0041):  39%|███▊      | 6217/16050 [1:10:29<1:38:12,  1.67it/s]
Training 2/3 epoch (loss 0.0041):  39%|███▊      | 6218/16050 [1:10:29<1:34:56,  1.73it/s]
Training 2/3 epoch (loss 0.1305):  39%|███▊      | 6218/16050 [1:10:30<1:34:56,  1.73it/s]
Training 2/3 epoch (loss 0.1305):  39%|███▊      | 6219/16050 [1:10:30<1:33:11,  1.76it/s]
Training 2/3 epoch (loss 0.2558):  39%|███▊      | 6219/16050 [1:10:32<1:33:11,  1.76it/s]
Training 2/3 epoch (loss 0.2558):  39%|███▉      | 6220/16050 [1:10:32<2:55:09,  1.07s/it]
Training 2/3 epoch (loss 0.4351):  39%|███▉      | 6220/16050 [1:10:33<2:55:09,  1.07s/it]
Training 2/3 epoch (loss 0.4351):  39%|███▉      | 6221/16050 [1:10:33<2:25:22,  1.13it/s]
Training 2/3 epoch (loss 0.0016):  39%|███▉      | 6221/16050 [1:10:33<2:25:22,  1.13it/s]
Training 2/3 epoch (loss 0.0016):  39%|███▉      | 6222/16050 [1:10:33<2:12:14,  1.24it/s]
Training 2/3 epoch (loss 0.2107):  39%|███▉      | 6222/16050 [1:10:36<2:12:14,  1.24it/s]
Training 2/3 epoch (loss 0.2107):  39%|███▉      | 6223/16050 [1:10:36<3:23:07,  1.24s/it]
Training 2/3 epoch (loss 0.0873):  39%|███▉      | 6223/16050 [1:10:36<3:23:07,  1.24s/it]
Training 2/3 epoch (loss 0.0873):  39%|███▉      | 6224/16050 [1:10:36<2:54:58,  1.07s/it]
Training 2/3 epoch (loss 0.0666):  39%|███▉      | 6224/16050 [1:10:37<2:54:58,  1.07s/it]
Training 2/3 epoch (loss 0.0666):  39%|███▉      | 6225/16050 [1:10:37<2:33:07,  1.07it/s]
Training 2/3 epoch (loss 0.1182):  39%|███▉      | 6225/16050 [1:10:37<2:33:07,  1.07it/s]
Training 2/3 epoch (loss 0.1182):  39%|███▉      | 6226/16050 [1:10:37<2:16:29,  1.20it/s]
Training 2/3 epoch (loss 0.0214):  39%|███▉      | 6226/16050 [1:10:38<2:16:29,  1.20it/s]
Training 2/3 epoch (loss 0.0214):  39%|███▉      | 6227/16050 [1:10:38<2:04:35,  1.31it/s]
Training 2/3 epoch (loss 0.0352):  39%|███▉      | 6227/16050 [1:10:39<2:04:35,  1.31it/s]
Training 2/3 epoch (loss 0.0352):  39%|███▉      | 6228/16050 [1:10:39<1:59:52,  1.37it/s]
Training 2/3 epoch (loss 0.4166):  39%|███▉      | 6228/16050 [1:10:39<1:59:52,  1.37it/s]
Training 2/3 epoch (loss 0.4166):  39%|███▉      | 6229/16050 [1:10:39<1:47:09,  1.53it/s]
Training 2/3 epoch (loss 0.0512):  39%|███▉      | 6229/16050 [1:10:40<1:47:09,  1.53it/s]
Training 2/3 epoch (loss 0.0512):  39%|███▉      | 6230/16050 [1:10:40<1:35:36,  1.71it/s]
Training 2/3 epoch (loss 0.0228):  39%|███▉      | 6230/16050 [1:10:40<1:35:36,  1.71it/s]
Training 2/3 epoch (loss 0.0228):  39%|███▉      | 6231/16050 [1:10:40<1:37:54,  1.67it/s]
Training 2/3 epoch (loss 0.0076):  39%|███▉      | 6231/16050 [1:10:41<1:37:54,  1.67it/s]
Training 2/3 epoch (loss 0.0076):  39%|███▉      | 6232/16050 [1:10:41<1:34:41,  1.73it/s]
Training 2/3 epoch (loss 0.1269):  39%|███▉      | 6232/16050 [1:10:41<1:34:41,  1.73it/s]
Training 2/3 epoch (loss 0.1269):  39%|███▉      | 6233/16050 [1:10:41<1:28:34,  1.85it/s]
Training 2/3 epoch (loss 0.0009):  39%|███▉      | 6233/16050 [1:10:42<1:28:34,  1.85it/s]
Training 2/3 epoch (loss 0.0009):  39%|███▉      | 6234/16050 [1:10:42<1:28:32,  1.85it/s]
Training 2/3 epoch (loss 0.0286):  39%|███▉      | 6234/16050 [1:10:42<1:28:32,  1.85it/s]
Training 2/3 epoch (loss 0.0286):  39%|███▉      | 6235/16050 [1:10:42<1:31:38,  1.79it/s]
Training 2/3 epoch (loss 0.0038):  39%|███▉      | 6235/16050 [1:10:43<1:31:38,  1.79it/s]
Training 2/3 epoch (loss 0.0038):  39%|███▉      | 6236/16050 [1:10:43<1:24:16,  1.94it/s]
Training 2/3 epoch (loss 0.0074):  39%|███▉      | 6236/16050 [1:10:43<1:24:16,  1.94it/s]
Training 2/3 epoch (loss 0.0074):  39%|███▉      | 6237/16050 [1:10:43<1:24:44,  1.93it/s]
Training 2/3 epoch (loss 0.0161):  39%|███▉      | 6237/16050 [1:10:44<1:24:44,  1.93it/s]
Training 2/3 epoch (loss 0.0161):  39%|███▉      | 6238/16050 [1:10:44<1:32:57,  1.76it/s]
Training 2/3 epoch (loss 0.1038):  39%|███▉      | 6238/16050 [1:10:45<1:32:57,  1.76it/s]
Training 2/3 epoch (loss 0.1038):  39%|███▉      | 6239/16050 [1:10:45<1:35:40,  1.71it/s]
Training 2/3 epoch (loss 0.1510):  39%|███▉      | 6239/16050 [1:10:45<1:35:40,  1.71it/s]
Training 2/3 epoch (loss 0.1510):  39%|███▉      | 6240/16050 [1:10:45<1:26:46,  1.88it/s]
Training 2/3 epoch (loss 0.0034):  39%|███▉      | 6240/16050 [1:10:45<1:26:46,  1.88it/s]
Training 2/3 epoch (loss 0.0034):  39%|███▉      | 6241/16050 [1:10:45<1:15:33,  2.16it/s]
Training 2/3 epoch (loss 0.1255):  39%|███▉      | 6241/16050 [1:10:46<1:15:33,  2.16it/s]
Training 2/3 epoch (loss 0.1255):  39%|███▉      | 6242/16050 [1:10:46<1:22:37,  1.98it/s]
Training 2/3 epoch (loss 0.2885):  39%|███▉      | 6242/16050 [1:10:47<1:22:37,  1.98it/s]
Training 2/3 epoch (loss 0.2885):  39%|███▉      | 6243/16050 [1:10:47<1:28:37,  1.84it/s]
Training 2/3 epoch (loss 0.1265):  39%|███▉      | 6243/16050 [1:10:47<1:28:37,  1.84it/s]
Training 2/3 epoch (loss 0.1265):  39%|███▉      | 6244/16050 [1:10:47<1:21:32,  2.00it/s]
Training 2/3 epoch (loss 0.0644):  39%|███▉      | 6244/16050 [1:10:47<1:21:32,  2.00it/s]
Training 2/3 epoch (loss 0.0644):  39%|███▉      | 6245/16050 [1:10:47<1:22:48,  1.97it/s]
Training 2/3 epoch (loss 0.0079):  39%|███▉      | 6245/16050 [1:10:48<1:22:48,  1.97it/s]
Training 2/3 epoch (loss 0.0079):  39%|███▉      | 6246/16050 [1:10:48<1:35:52,  1.70it/s]
Training 2/3 epoch (loss 0.0023):  39%|███▉      | 6246/16050 [1:10:49<1:35:52,  1.70it/s]
Training 2/3 epoch (loss 0.0023):  39%|███▉      | 6247/16050 [1:10:49<1:33:28,  1.75it/s]
Training 2/3 epoch (loss 0.0453):  39%|███▉      | 6247/16050 [1:10:49<1:33:28,  1.75it/s]
Training 2/3 epoch (loss 0.0453):  39%|███▉      | 6248/16050 [1:10:49<1:39:25,  1.64it/s]
Training 2/3 epoch (loss 0.0007):  39%|███▉      | 6248/16050 [1:10:50<1:39:25,  1.64it/s]
Training 2/3 epoch (loss 0.0007):  39%|███▉      | 6249/16050 [1:10:50<1:41:16,  1.61it/s]
Training 2/3 epoch (loss 0.3398):  39%|███▉      | 6249/16050 [1:10:51<1:41:16,  1.61it/s]
Training 2/3 epoch (loss 0.3398):  39%|███▉      | 6250/16050 [1:10:51<1:44:33,  1.56it/s]
Training 2/3 epoch (loss 0.2658):  39%|███▉      | 6250/16050 [1:10:53<1:44:33,  1.56it/s]
Training 2/3 epoch (loss 0.2658):  39%|███▉      | 6251/16050 [1:10:53<3:08:06,  1.15s/it]
Training 2/3 epoch (loss 0.0047):  39%|███▉      | 6251/16050 [1:10:54<3:08:06,  1.15s/it]
Training 2/3 epoch (loss 0.0047):  39%|███▉      | 6252/16050 [1:10:54<2:31:54,  1.07it/s]
Training 2/3 epoch (loss 0.3162):  39%|███▉      | 6252/16050 [1:10:54<2:31:54,  1.07it/s]
Training 2/3 epoch (loss 0.3162):  39%|███▉      | 6253/16050 [1:10:54<2:05:43,  1.30it/s]
Training 2/3 epoch (loss 0.2326):  39%|███▉      | 6253/16050 [1:10:54<2:05:43,  1.30it/s]
Training 2/3 epoch (loss 0.2326):  39%|███▉      | 6254/16050 [1:10:54<1:53:18,  1.44it/s]
Training 2/3 epoch (loss 0.0190):  39%|███▉      | 6254/16050 [1:10:55<1:53:18,  1.44it/s]
Training 2/3 epoch (loss 0.0190):  39%|███▉      | 6255/16050 [1:10:55<1:49:00,  1.50it/s]
Training 2/3 epoch (loss 0.0429):  39%|███▉      | 6255/16050 [1:10:56<1:49:00,  1.50it/s]
Training 2/3 epoch (loss 0.0429):  39%|███▉      | 6256/16050 [1:10:56<1:49:08,  1.50it/s]
Training 2/3 epoch (loss 0.0069):  39%|███▉      | 6256/16050 [1:10:56<1:49:08,  1.50it/s]
Training 2/3 epoch (loss 0.0069):  39%|███▉      | 6257/16050 [1:10:56<1:47:19,  1.52it/s]
Training 2/3 epoch (loss 0.2508):  39%|███▉      | 6257/16050 [1:10:59<1:47:19,  1.52it/s]
Training 2/3 epoch (loss 0.2508):  39%|███▉      | 6258/16050 [1:10:59<3:03:50,  1.13s/it]
Training 2/3 epoch (loss 0.0219):  39%|███▉      | 6258/16050 [1:10:59<3:03:50,  1.13s/it]
Training 2/3 epoch (loss 0.0219):  39%|███▉      | 6259/16050 [1:10:59<2:33:19,  1.06it/s]
Training 2/3 epoch (loss 0.2876):  39%|███▉      | 6259/16050 [1:11:00<2:33:19,  1.06it/s]
Training 2/3 epoch (loss 0.2876):  39%|███▉      | 6260/16050 [1:11:00<2:10:11,  1.25it/s]
Training 2/3 epoch (loss 0.0163):  39%|███▉      | 6260/16050 [1:11:00<2:10:11,  1.25it/s]
Training 2/3 epoch (loss 0.0163):  39%|███▉      | 6261/16050 [1:11:00<1:53:48,  1.43it/s]
Training 2/3 epoch (loss 0.0127):  39%|███▉      | 6261/16050 [1:11:01<1:53:48,  1.43it/s]
Training 2/3 epoch (loss 0.0127):  39%|███▉      | 6262/16050 [1:11:01<1:49:36,  1.49it/s]
Training 2/3 epoch (loss 0.7953):  39%|███▉      | 6262/16050 [1:11:03<1:49:36,  1.49it/s]
Training 2/3 epoch (loss 0.7953):  39%|███▉      | 6263/16050 [1:11:03<3:05:55,  1.14s/it]
Training 2/3 epoch (loss 0.0090):  39%|███▉      | 6263/16050 [1:11:03<3:05:55,  1.14s/it]
Training 2/3 epoch (loss 0.0090):  39%|███▉      | 6264/16050 [1:11:03<2:32:40,  1.07it/s]
Training 2/3 epoch (loss 0.0458):  39%|███▉      | 6264/16050 [1:11:04<2:32:40,  1.07it/s]
Training 2/3 epoch (loss 0.0458):  39%|███▉      | 6265/16050 [1:11:04<2:09:15,  1.26it/s]
Training 2/3 epoch (loss 0.4623):  39%|███▉      | 6265/16050 [1:11:04<2:09:15,  1.26it/s]
Training 2/3 epoch (loss 0.4623):  39%|███▉      | 6266/16050 [1:11:04<1:48:19,  1.51it/s]
Training 2/3 epoch (loss 0.0409):  39%|███▉      | 6266/16050 [1:11:05<1:48:19,  1.51it/s]
Training 2/3 epoch (loss 0.0409):  39%|███▉      | 6267/16050 [1:11:05<1:49:29,  1.49it/s]
Training 2/3 epoch (loss 0.0091):  39%|███▉      | 6267/16050 [1:11:06<1:49:29,  1.49it/s]
Training 2/3 epoch (loss 0.0091):  39%|███▉      | 6268/16050 [1:11:06<1:48:39,  1.50it/s]
Training 2/3 epoch (loss 0.0015):  39%|███▉      | 6268/16050 [1:11:06<1:48:39,  1.50it/s]
Training 2/3 epoch (loss 0.0015):  39%|███▉      | 6269/16050 [1:11:06<1:42:00,  1.60it/s]
Training 2/3 epoch (loss 0.0095):  39%|███▉      | 6269/16050 [1:11:07<1:42:00,  1.60it/s]
Training 2/3 epoch (loss 0.0095):  39%|███▉      | 6270/16050 [1:11:07<1:38:14,  1.66it/s]
Training 2/3 epoch (loss 0.0050):  39%|███▉      | 6270/16050 [1:11:07<1:38:14,  1.66it/s]
Training 2/3 epoch (loss 0.0050):  39%|███▉      | 6271/16050 [1:11:07<1:31:13,  1.79it/s]
Training 2/3 epoch (loss 0.1343):  39%|███▉      | 6271/16050 [1:11:08<1:31:13,  1.79it/s]
Training 2/3 epoch (loss 0.1343):  39%|███▉      | 6272/16050 [1:11:08<1:26:07,  1.89it/s]
Training 2/3 epoch (loss 0.0495):  39%|███▉      | 6272/16050 [1:11:08<1:26:07,  1.89it/s]
Training 2/3 epoch (loss 0.0495):  39%|███▉      | 6273/16050 [1:11:08<1:40:10,  1.63it/s]
Training 2/3 epoch (loss 0.3431):  39%|███▉      | 6273/16050 [1:11:09<1:40:10,  1.63it/s]
Training 2/3 epoch (loss 0.3431):  39%|███▉      | 6274/16050 [1:11:09<1:40:29,  1.62it/s]
Training 2/3 epoch (loss 0.2886):  39%|███▉      | 6274/16050 [1:11:10<1:40:29,  1.62it/s]
Training 2/3 epoch (loss 0.2886):  39%|███▉      | 6275/16050 [1:11:10<1:39:16,  1.64it/s]
Training 2/3 epoch (loss 0.3338):  39%|███▉      | 6275/16050 [1:11:10<1:39:16,  1.64it/s]
Training 2/3 epoch (loss 0.3338):  39%|███▉      | 6276/16050 [1:11:10<1:36:19,  1.69it/s]
Training 2/3 epoch (loss 0.0168):  39%|███▉      | 6276/16050 [1:11:11<1:36:19,  1.69it/s]
Training 2/3 epoch (loss 0.0168):  39%|███▉      | 6277/16050 [1:11:11<1:32:24,  1.76it/s]
Training 2/3 epoch (loss 0.4963):  39%|███▉      | 6277/16050 [1:11:11<1:32:24,  1.76it/s]
Training 2/3 epoch (loss 0.4963):  39%|███▉      | 6278/16050 [1:11:11<1:30:08,  1.81it/s]
Training 2/3 epoch (loss 0.3304):  39%|███▉      | 6278/16050 [1:11:12<1:30:08,  1.81it/s]
Training 2/3 epoch (loss 0.3304):  39%|███▉      | 6279/16050 [1:11:12<1:25:59,  1.89it/s]
Training 2/3 epoch (loss 0.0124):  39%|███▉      | 6279/16050 [1:11:12<1:25:59,  1.89it/s]
Training 2/3 epoch (loss 0.0124):  39%|███▉      | 6280/16050 [1:11:12<1:19:22,  2.05it/s]
Training 2/3 epoch (loss 0.2451):  39%|███▉      | 6280/16050 [1:11:12<1:19:22,  2.05it/s]
Training 2/3 epoch (loss 0.2451):  39%|███▉      | 6281/16050 [1:11:12<1:20:47,  2.02it/s]
Training 2/3 epoch (loss 0.0011):  39%|███▉      | 6281/16050 [1:11:13<1:20:47,  2.02it/s]
Training 2/3 epoch (loss 0.0011):  39%|███▉      | 6282/16050 [1:11:13<1:28:12,  1.85it/s]
Training 2/3 epoch (loss 0.1503):  39%|███▉      | 6282/16050 [1:11:14<1:28:12,  1.85it/s]
Training 2/3 epoch (loss 0.1503):  39%|███▉      | 6283/16050 [1:11:14<1:41:18,  1.61it/s]
Training 2/3 epoch (loss 0.0285):  39%|███▉      | 6283/16050 [1:11:14<1:41:18,  1.61it/s]
Training 2/3 epoch (loss 0.0285):  39%|███▉      | 6284/16050 [1:11:14<1:34:59,  1.71it/s]
Training 2/3 epoch (loss 0.0036):  39%|███▉      | 6284/16050 [1:11:15<1:34:59,  1.71it/s]
Training 2/3 epoch (loss 0.0036):  39%|███▉      | 6285/16050 [1:11:15<1:24:08,  1.93it/s]
Training 2/3 epoch (loss 0.7225):  39%|███▉      | 6285/16050 [1:11:15<1:24:08,  1.93it/s]
Training 2/3 epoch (loss 0.7225):  39%|███▉      | 6286/16050 [1:11:15<1:24:59,  1.91it/s]
Training 2/3 epoch (loss 0.0007):  39%|███▉      | 6286/16050 [1:11:16<1:24:59,  1.91it/s]
Training 2/3 epoch (loss 0.0007):  39%|███▉      | 6287/16050 [1:11:16<1:19:00,  2.06it/s]
Training 2/3 epoch (loss 0.0593):  39%|███▉      | 6287/16050 [1:11:16<1:19:00,  2.06it/s]
Training 2/3 epoch (loss 0.0593):  39%|███▉      | 6288/16050 [1:11:16<1:12:19,  2.25it/s]
Training 2/3 epoch (loss 0.0591):  39%|███▉      | 6288/16050 [1:11:17<1:12:19,  2.25it/s]
Training 2/3 epoch (loss 0.0591):  39%|███▉      | 6289/16050 [1:11:17<1:20:34,  2.02it/s]
Training 2/3 epoch (loss 0.0250):  39%|███▉      | 6289/16050 [1:11:17<1:20:34,  2.02it/s]
Training 2/3 epoch (loss 0.0250):  39%|███▉      | 6290/16050 [1:11:17<1:28:09,  1.85it/s]
Training 2/3 epoch (loss 0.0132):  39%|███▉      | 6290/16050 [1:11:18<1:28:09,  1.85it/s]
Training 2/3 epoch (loss 0.0132):  39%|███▉      | 6291/16050 [1:11:18<1:35:57,  1.69it/s]
Training 2/3 epoch (loss 0.4770):  39%|███▉      | 6291/16050 [1:11:18<1:35:57,  1.69it/s]
Training 2/3 epoch (loss 0.4770):  39%|███▉      | 6292/16050 [1:11:18<1:25:13,  1.91it/s]
Training 2/3 epoch (loss 0.3999):  39%|███▉      | 6292/16050 [1:11:19<1:25:13,  1.91it/s]
Training 2/3 epoch (loss 0.3999):  39%|███▉      | 6293/16050 [1:11:19<1:18:39,  2.07it/s]
Training 2/3 epoch (loss 0.0119):  39%|███▉      | 6293/16050 [1:11:19<1:18:39,  2.07it/s]
Training 2/3 epoch (loss 0.0119):  39%|███▉      | 6294/16050 [1:11:19<1:21:34,  1.99it/s]
Training 2/3 epoch (loss 0.5556):  39%|███▉      | 6294/16050 [1:11:20<1:21:34,  1.99it/s]
Training 2/3 epoch (loss 0.5556):  39%|███▉      | 6295/16050 [1:11:20<1:15:59,  2.14it/s]
Training 2/3 epoch (loss 0.0042):  39%|███▉      | 6295/16050 [1:11:20<1:15:59,  2.14it/s]
Training 2/3 epoch (loss 0.0042):  39%|███▉      | 6296/16050 [1:11:20<1:26:25,  1.88it/s]
Training 2/3 epoch (loss 0.0530):  39%|███▉      | 6296/16050 [1:11:21<1:26:25,  1.88it/s]
Training 2/3 epoch (loss 0.0530):  39%|███▉      | 6297/16050 [1:11:21<1:40:15,  1.62it/s]
Training 2/3 epoch (loss 0.0042):  39%|███▉      | 6297/16050 [1:11:22<1:40:15,  1.62it/s]
Training 2/3 epoch (loss 0.0042):  39%|███▉      | 6298/16050 [1:11:22<1:40:08,  1.62it/s]
Training 2/3 epoch (loss 0.0648):  39%|███▉      | 6298/16050 [1:11:22<1:40:08,  1.62it/s]
Training 2/3 epoch (loss 0.0648):  39%|███▉      | 6299/16050 [1:11:22<1:35:38,  1.70it/s]
Training 2/3 epoch (loss 0.0089):  39%|███▉      | 6299/16050 [1:11:23<1:35:38,  1.70it/s]
Training 2/3 epoch (loss 0.0089):  39%|███▉      | 6300/16050 [1:11:23<1:26:45,  1.87it/s]
Training 2/3 epoch (loss 0.0153):  39%|███▉      | 6300/16050 [1:11:23<1:26:45,  1.87it/s]
Training 2/3 epoch (loss 0.0153):  39%|███▉      | 6301/16050 [1:11:23<1:23:24,  1.95it/s]
Training 2/3 epoch (loss 0.1498):  39%|███▉      | 6301/16050 [1:11:24<1:23:24,  1.95it/s]
Training 2/3 epoch (loss 0.1498):  39%|███▉      | 6302/16050 [1:11:24<1:21:17,  2.00it/s]
Training 2/3 epoch (loss 0.1816):  39%|███▉      | 6302/16050 [1:11:24<1:21:17,  2.00it/s]
Training 2/3 epoch (loss 0.1816):  39%|███▉      | 6303/16050 [1:11:24<1:19:51,  2.03it/s]
Training 2/3 epoch (loss 0.0446):  39%|███▉      | 6303/16050 [1:11:25<1:19:51,  2.03it/s]
Training 2/3 epoch (loss 0.0446):  39%|███▉      | 6304/16050 [1:11:25<1:19:10,  2.05it/s]
Training 2/3 epoch (loss 0.5471):  39%|███▉      | 6304/16050 [1:11:25<1:19:10,  2.05it/s]
Training 2/3 epoch (loss 0.5471):  39%|███▉      | 6305/16050 [1:11:25<1:12:32,  2.24it/s]
Training 2/3 epoch (loss 0.0067):  39%|███▉      | 6305/16050 [1:11:25<1:12:32,  2.24it/s]
Training 2/3 epoch (loss 0.0067):  39%|███▉      | 6306/16050 [1:11:25<1:07:23,  2.41it/s]
Training 2/3 epoch (loss 0.0052):  39%|███▉      | 6306/16050 [1:11:26<1:07:23,  2.41it/s]
Training 2/3 epoch (loss 0.0052):  39%|███▉      | 6307/16050 [1:11:26<1:12:50,  2.23it/s]
Training 2/3 epoch (loss 0.4286):  39%|███▉      | 6307/16050 [1:11:26<1:12:50,  2.23it/s]
Training 2/3 epoch (loss 0.4286):  39%|███▉      | 6308/16050 [1:11:26<1:08:27,  2.37it/s]
Training 2/3 epoch (loss 0.0293):  39%|███▉      | 6308/16050 [1:11:28<1:08:27,  2.37it/s]
Training 2/3 epoch (loss 0.0293):  39%|███▉      | 6309/16050 [1:11:28<1:50:10,  1.47it/s]
Training 2/3 epoch (loss 0.0026):  39%|███▉      | 6309/16050 [1:11:28<1:50:10,  1.47it/s]
Training 2/3 epoch (loss 0.0026):  39%|███▉      | 6310/16050 [1:11:28<1:39:47,  1.63it/s]
Training 2/3 epoch (loss 0.0922):  39%|███▉      | 6310/16050 [1:11:29<1:39:47,  1.63it/s]
Training 2/3 epoch (loss 0.0922):  39%|███▉      | 6311/16050 [1:11:29<1:39:12,  1.64it/s]
Training 2/3 epoch (loss 0.0229):  39%|███▉      | 6311/16050 [1:11:29<1:39:12,  1.64it/s]
Training 2/3 epoch (loss 0.0229):  39%|███▉      | 6312/16050 [1:11:29<1:32:23,  1.76it/s]
Training 2/3 epoch (loss 0.0386):  39%|███▉      | 6312/16050 [1:11:30<1:32:23,  1.76it/s]
Training 2/3 epoch (loss 0.0386):  39%|███▉      | 6313/16050 [1:11:30<1:31:27,  1.77it/s]
Training 2/3 epoch (loss 0.0003):  39%|███▉      | 6313/16050 [1:11:30<1:31:27,  1.77it/s]
Training 2/3 epoch (loss 0.0003):  39%|███▉      | 6314/16050 [1:11:30<1:21:02,  2.00it/s]
Training 2/3 epoch (loss 0.1412):  39%|███▉      | 6314/16050 [1:11:30<1:21:02,  2.00it/s]
Training 2/3 epoch (loss 0.1412):  39%|███▉      | 6315/16050 [1:11:30<1:19:30,  2.04it/s]
Training 2/3 epoch (loss 0.5022):  39%|███▉      | 6315/16050 [1:11:33<1:19:30,  2.04it/s]
Training 2/3 epoch (loss 0.5022):  39%|███▉      | 6316/16050 [1:11:33<2:43:59,  1.01s/it]
Training 2/3 epoch (loss 0.0024):  39%|███▉      | 6316/16050 [1:11:34<2:43:59,  1.01s/it]
Training 2/3 epoch (loss 0.0024):  39%|███▉      | 6317/16050 [1:11:34<2:37:18,  1.03it/s]
Training 2/3 epoch (loss 0.3141):  39%|███▉      | 6317/16050 [1:11:34<2:37:18,  1.03it/s]
Training 2/3 epoch (loss 0.3141):  39%|███▉      | 6318/16050 [1:11:34<2:13:52,  1.21it/s]
Training 2/3 epoch (loss 0.0036):  39%|███▉      | 6318/16050 [1:11:35<2:13:52,  1.21it/s]
Training 2/3 epoch (loss 0.0036):  39%|███▉      | 6319/16050 [1:11:35<2:05:55,  1.29it/s]
Training 2/3 epoch (loss 0.0193):  39%|███▉      | 6319/16050 [1:11:35<2:05:55,  1.29it/s]
Training 2/3 epoch (loss 0.0193):  39%|███▉      | 6320/16050 [1:11:35<1:58:25,  1.37it/s]
Training 2/3 epoch (loss 0.4151):  39%|███▉      | 6320/16050 [1:11:36<1:58:25,  1.37it/s]
Training 2/3 epoch (loss 0.4151):  39%|███▉      | 6321/16050 [1:11:36<1:43:17,  1.57it/s]
Training 2/3 epoch (loss 0.0341):  39%|███▉      | 6321/16050 [1:11:36<1:43:17,  1.57it/s]
Training 2/3 epoch (loss 0.0341):  39%|███▉      | 6322/16050 [1:11:36<1:37:07,  1.67it/s]
Training 2/3 epoch (loss 0.0008):  39%|███▉      | 6322/16050 [1:11:37<1:37:07,  1.67it/s]
Training 2/3 epoch (loss 0.0008):  39%|███▉      | 6323/16050 [1:11:37<1:33:37,  1.73it/s]
Training 2/3 epoch (loss 0.0209):  39%|███▉      | 6323/16050 [1:11:37<1:33:37,  1.73it/s]
Training 2/3 epoch (loss 0.0209):  39%|███▉      | 6324/16050 [1:11:37<1:27:22,  1.86it/s]
Training 2/3 epoch (loss 0.0009):  39%|███▉      | 6324/16050 [1:11:38<1:27:22,  1.86it/s]
Training 2/3 epoch (loss 0.0009):  39%|███▉      | 6325/16050 [1:11:38<1:31:54,  1.76it/s]
Training 2/3 epoch (loss 0.1666):  39%|███▉      | 6325/16050 [1:11:38<1:31:54,  1.76it/s]
Training 2/3 epoch (loss 0.1666):  39%|███▉      | 6326/16050 [1:11:38<1:23:46,  1.93it/s]
Training 2/3 epoch (loss 0.0158):  39%|███▉      | 6326/16050 [1:11:39<1:23:46,  1.93it/s]
Training 2/3 epoch (loss 0.0158):  39%|███▉      | 6327/16050 [1:11:39<1:51:01,  1.46it/s]
Training 2/3 epoch (loss 0.6282):  39%|███▉      | 6327/16050 [1:11:42<1:51:01,  1.46it/s]
Training 2/3 epoch (loss 0.6282):  39%|███▉      | 6328/16050 [1:11:42<3:07:21,  1.16s/it]
Training 2/3 epoch (loss 0.0008):  39%|███▉      | 6328/16050 [1:11:42<3:07:21,  1.16s/it]
Training 2/3 epoch (loss 0.0008):  39%|███▉      | 6329/16050 [1:11:42<2:37:11,  1.03it/s]
Training 2/3 epoch (loss 0.2101):  39%|███▉      | 6329/16050 [1:11:43<2:37:11,  1.03it/s]
Training 2/3 epoch (loss 0.2101):  39%|███▉      | 6330/16050 [1:11:43<2:20:59,  1.15it/s]
Training 2/3 epoch (loss 0.0140):  39%|███▉      | 6330/16050 [1:11:43<2:20:59,  1.15it/s]
Training 2/3 epoch (loss 0.0140):  39%|███▉      | 6331/16050 [1:11:43<2:12:33,  1.22it/s]
Training 2/3 epoch (loss 0.0021):  39%|███▉      | 6331/16050 [1:11:44<2:12:33,  1.22it/s]
Training 2/3 epoch (loss 0.0021):  39%|███▉      | 6332/16050 [1:11:44<1:52:48,  1.44it/s]
Training 2/3 epoch (loss 0.0053):  39%|███▉      | 6332/16050 [1:11:44<1:52:48,  1.44it/s]
Training 2/3 epoch (loss 0.0053):  39%|███▉      | 6333/16050 [1:11:44<1:43:24,  1.57it/s]
Training 2/3 epoch (loss 0.0009):  39%|███▉      | 6333/16050 [1:11:45<1:43:24,  1.57it/s]
Training 2/3 epoch (loss 0.0009):  39%|███▉      | 6334/16050 [1:11:45<1:44:23,  1.55it/s]
Training 2/3 epoch (loss 0.4820):  39%|███▉      | 6334/16050 [1:11:45<1:44:23,  1.55it/s]
Training 2/3 epoch (loss 0.4820):  39%|███▉      | 6335/16050 [1:11:45<1:27:17,  1.85it/s]
Training 2/3 epoch (loss 0.0416):  39%|███▉      | 6335/16050 [1:11:46<1:27:17,  1.85it/s]
Training 2/3 epoch (loss 0.0416):  39%|███▉      | 6336/16050 [1:11:46<1:25:18,  1.90it/s]
Training 2/3 epoch (loss 0.0095):  39%|███▉      | 6336/16050 [1:11:46<1:25:18,  1.90it/s]
Training 2/3 epoch (loss 0.0095):  39%|███▉      | 6337/16050 [1:11:46<1:31:21,  1.77it/s]
Training 2/3 epoch (loss 0.7394):  39%|███▉      | 6337/16050 [1:11:47<1:31:21,  1.77it/s]
Training 2/3 epoch (loss 0.7394):  39%|███▉      | 6338/16050 [1:11:47<1:30:11,  1.79it/s]
Training 2/3 epoch (loss 0.0760):  39%|███▉      | 6338/16050 [1:11:48<1:30:11,  1.79it/s]
Training 2/3 epoch (loss 0.0760):  39%|███▉      | 6339/16050 [1:11:48<1:28:06,  1.84it/s]
Training 2/3 epoch (loss 0.0506):  39%|███▉      | 6339/16050 [1:11:48<1:28:06,  1.84it/s]
Training 2/3 epoch (loss 0.0506):  40%|███▉      | 6340/16050 [1:11:48<1:27:55,  1.84it/s]
Training 2/3 epoch (loss 0.0034):  40%|███▉      | 6340/16050 [1:11:48<1:27:55,  1.84it/s]
Training 2/3 epoch (loss 0.0034):  40%|███▉      | 6341/16050 [1:11:48<1:21:46,  1.98it/s]
Training 2/3 epoch (loss 0.0230):  40%|███▉      | 6341/16050 [1:11:49<1:21:46,  1.98it/s]
Training 2/3 epoch (loss 0.0230):  40%|███▉      | 6342/16050 [1:11:49<1:34:18,  1.72it/s]
Training 2/3 epoch (loss 0.6304):  40%|███▉      | 6342/16050 [1:11:50<1:34:18,  1.72it/s]
Training 2/3 epoch (loss 0.6304):  40%|███▉      | 6343/16050 [1:11:50<1:31:39,  1.76it/s]
Training 2/3 epoch (loss 0.2926):  40%|███▉      | 6343/16050 [1:11:50<1:31:39,  1.76it/s]
Training 2/3 epoch (loss 0.2926):  40%|███▉      | 6344/16050 [1:11:50<1:34:15,  1.72it/s]
Training 2/3 epoch (loss 0.5648):  40%|███▉      | 6344/16050 [1:11:51<1:34:15,  1.72it/s]
Training 2/3 epoch (loss 0.5648):  40%|███▉      | 6345/16050 [1:11:51<1:47:44,  1.50it/s]
Training 2/3 epoch (loss 0.0530):  40%|███▉      | 6345/16050 [1:11:52<1:47:44,  1.50it/s]
Training 2/3 epoch (loss 0.0530):  40%|███▉      | 6346/16050 [1:11:52<1:39:59,  1.62it/s]
Training 2/3 epoch (loss 0.0055):  40%|███▉      | 6346/16050 [1:11:52<1:39:59,  1.62it/s]
Training 2/3 epoch (loss 0.0055):  40%|███▉      | 6347/16050 [1:11:52<1:32:20,  1.75it/s]
Training 2/3 epoch (loss 0.0072):  40%|███▉      | 6347/16050 [1:11:53<1:32:20,  1.75it/s]
Training 2/3 epoch (loss 0.0072):  40%|███▉      | 6348/16050 [1:11:53<1:34:06,  1.72it/s]
Training 2/3 epoch (loss 0.0747):  40%|███▉      | 6348/16050 [1:11:53<1:34:06,  1.72it/s]
Training 2/3 epoch (loss 0.0747):  40%|███▉      | 6349/16050 [1:11:53<1:26:27,  1.87it/s]
Training 2/3 epoch (loss 0.0712):  40%|███▉      | 6349/16050 [1:11:54<1:26:27,  1.87it/s]
Training 2/3 epoch (loss 0.0712):  40%|███▉      | 6350/16050 [1:11:54<1:31:41,  1.76it/s]
Training 2/3 epoch (loss 0.0539):  40%|███▉      | 6350/16050 [1:11:54<1:31:41,  1.76it/s]
Training 2/3 epoch (loss 0.0539):  40%|███▉      | 6351/16050 [1:11:54<1:26:30,  1.87it/s]
Training 2/3 epoch (loss 0.0042):  40%|███▉      | 6351/16050 [1:11:55<1:26:30,  1.87it/s]
Training 2/3 epoch (loss 0.0042):  40%|███▉      | 6352/16050 [1:11:55<1:25:49,  1.88it/s]
Training 2/3 epoch (loss 0.2861):  40%|███▉      | 6352/16050 [1:11:55<1:25:49,  1.88it/s]
Training 2/3 epoch (loss 0.2861):  40%|███▉      | 6353/16050 [1:11:55<1:25:17,  1.89it/s]
Training 2/3 epoch (loss 0.0062):  40%|███▉      | 6353/16050 [1:11:56<1:25:17,  1.89it/s]
Training 2/3 epoch (loss 0.0062):  40%|███▉      | 6354/16050 [1:11:56<1:28:57,  1.82it/s]
Training 2/3 epoch (loss 0.0525):  40%|███▉      | 6354/16050 [1:11:57<1:28:57,  1.82it/s]
Training 2/3 epoch (loss 0.0525):  40%|███▉      | 6355/16050 [1:11:57<1:27:45,  1.84it/s]
Training 2/3 epoch (loss 0.0767):  40%|███▉      | 6355/16050 [1:11:57<1:27:45,  1.84it/s]
Training 2/3 epoch (loss 0.0767):  40%|███▉      | 6356/16050 [1:11:57<1:34:39,  1.71it/s]
Training 2/3 epoch (loss 0.0179):  40%|███▉      | 6356/16050 [1:11:58<1:34:39,  1.71it/s]
Training 2/3 epoch (loss 0.0179):  40%|███▉      | 6357/16050 [1:11:58<1:31:32,  1.76it/s]
Training 2/3 epoch (loss 0.4010):  40%|███▉      | 6357/16050 [1:11:59<1:31:32,  1.76it/s]
Training 2/3 epoch (loss 0.4010):  40%|███▉      | 6358/16050 [1:11:59<2:01:32,  1.33it/s]
Training 2/3 epoch (loss 0.1273):  40%|███▉      | 6358/16050 [1:11:59<2:01:32,  1.33it/s]
Training 2/3 epoch (loss 0.1273):  40%|███▉      | 6359/16050 [1:11:59<1:46:33,  1.52it/s]
Training 2/3 epoch (loss 0.0667):  40%|███▉      | 6359/16050 [1:12:00<1:46:33,  1.52it/s]
Training 2/3 epoch (loss 0.0667):  40%|███▉      | 6360/16050 [1:12:00<1:55:19,  1.40it/s]
Training 2/3 epoch (loss 0.1252):  40%|███▉      | 6360/16050 [1:12:01<1:55:19,  1.40it/s]
Training 2/3 epoch (loss 0.1252):  40%|███▉      | 6361/16050 [1:12:01<1:51:27,  1.45it/s]
Training 2/3 epoch (loss 0.0009):  40%|███▉      | 6361/16050 [1:12:01<1:51:27,  1.45it/s]
Training 2/3 epoch (loss 0.0009):  40%|███▉      | 6362/16050 [1:12:01<1:47:51,  1.50it/s]
Training 2/3 epoch (loss 0.0205):  40%|███▉      | 6362/16050 [1:12:02<1:47:51,  1.50it/s]
Training 2/3 epoch (loss 0.0205):  40%|███▉      | 6363/16050 [1:12:02<1:44:08,  1.55it/s]
Training 2/3 epoch (loss 0.1415):  40%|███▉      | 6363/16050 [1:12:03<1:44:08,  1.55it/s]
Training 2/3 epoch (loss 0.1415):  40%|███▉      | 6364/16050 [1:12:03<1:37:43,  1.65it/s]
Training 2/3 epoch (loss 0.0019):  40%|███▉      | 6364/16050 [1:12:03<1:37:43,  1.65it/s]
Training 2/3 epoch (loss 0.0019):  40%|███▉      | 6365/16050 [1:12:03<1:30:09,  1.79it/s]
Training 2/3 epoch (loss 0.0097):  40%|███▉      | 6365/16050 [1:12:04<1:30:09,  1.79it/s]
Training 2/3 epoch (loss 0.0097):  40%|███▉      | 6366/16050 [1:12:04<1:33:28,  1.73it/s]
Training 2/3 epoch (loss 0.3473):  40%|███▉      | 6366/16050 [1:12:04<1:33:28,  1.73it/s]
Training 2/3 epoch (loss 0.3473):  40%|███▉      | 6367/16050 [1:12:04<1:29:55,  1.79it/s]
Training 2/3 epoch (loss 0.0455):  40%|███▉      | 6367/16050 [1:12:05<1:29:55,  1.79it/s]
Training 2/3 epoch (loss 0.0455):  40%|███▉      | 6368/16050 [1:12:05<1:35:37,  1.69it/s]
Training 2/3 epoch (loss 0.0569):  40%|███▉      | 6368/16050 [1:12:06<1:35:37,  1.69it/s]
Training 2/3 epoch (loss 0.0569):  40%|███▉      | 6369/16050 [1:12:06<1:47:58,  1.49it/s]
Training 2/3 epoch (loss 0.3502):  40%|███▉      | 6369/16050 [1:12:06<1:47:58,  1.49it/s]
Training 2/3 epoch (loss 0.3502):  40%|███▉      | 6370/16050 [1:12:06<1:39:17,  1.62it/s]
Training 2/3 epoch (loss 0.0027):  40%|███▉      | 6370/16050 [1:12:07<1:39:17,  1.62it/s]
Training 2/3 epoch (loss 0.0027):  40%|███▉      | 6371/16050 [1:12:07<1:31:05,  1.77it/s]
Training 2/3 epoch (loss 0.1132):  40%|███▉      | 6371/16050 [1:12:07<1:31:05,  1.77it/s]
Training 2/3 epoch (loss 0.1132):  40%|███▉      | 6372/16050 [1:12:07<1:26:38,  1.86it/s]
Training 2/3 epoch (loss 0.0522):  40%|███▉      | 6372/16050 [1:12:08<1:26:38,  1.86it/s]
Training 2/3 epoch (loss 0.0522):  40%|███▉      | 6373/16050 [1:12:08<1:24:40,  1.90it/s]
Training 2/3 epoch (loss 0.1649):  40%|███▉      | 6373/16050 [1:12:08<1:24:40,  1.90it/s]
Training 2/3 epoch (loss 0.1649):  40%|███▉      | 6374/16050 [1:12:08<1:28:20,  1.83it/s]
Training 2/3 epoch (loss 0.2053):  40%|███▉      | 6374/16050 [1:12:09<1:28:20,  1.83it/s]
Training 2/3 epoch (loss 0.2053):  40%|███▉      | 6375/16050 [1:12:09<1:31:55,  1.75it/s]
Training 2/3 epoch (loss 0.6360):  40%|███▉      | 6375/16050 [1:12:09<1:31:55,  1.75it/s]
Training 2/3 epoch (loss 0.6360):  40%|███▉      | 6376/16050 [1:12:09<1:27:25,  1.84it/s]
Training 2/3 epoch (loss 0.2660):  40%|███▉      | 6376/16050 [1:12:10<1:27:25,  1.84it/s]
Training 2/3 epoch (loss 0.2660):  40%|███▉      | 6377/16050 [1:12:10<1:26:57,  1.85it/s]
Training 2/3 epoch (loss 0.0149):  40%|███▉      | 6377/16050 [1:12:10<1:26:57,  1.85it/s]
Training 2/3 epoch (loss 0.0149):  40%|███▉      | 6378/16050 [1:12:10<1:24:00,  1.92it/s]
Training 2/3 epoch (loss 0.5352):  40%|███▉      | 6378/16050 [1:12:11<1:24:00,  1.92it/s]
Training 2/3 epoch (loss 0.5352):  40%|███▉      | 6379/16050 [1:12:11<1:21:40,  1.97it/s]
Training 2/3 epoch (loss 0.0447):  40%|███▉      | 6379/16050 [1:12:11<1:21:40,  1.97it/s]
Training 2/3 epoch (loss 0.0447):  40%|███▉      | 6380/16050 [1:12:11<1:20:16,  2.01it/s]
Training 2/3 epoch (loss 0.0039):  40%|███▉      | 6380/16050 [1:12:12<1:20:16,  2.01it/s]
Training 2/3 epoch (loss 0.0039):  40%|███▉      | 6381/16050 [1:12:12<1:13:18,  2.20it/s]
Training 2/3 epoch (loss 0.0144):  40%|███▉      | 6381/16050 [1:12:12<1:13:18,  2.20it/s]
Training 2/3 epoch (loss 0.0144):  40%|███▉      | 6382/16050 [1:12:12<1:21:37,  1.97it/s]
Training 2/3 epoch (loss 0.0809):  40%|███▉      | 6382/16050 [1:12:13<1:21:37,  1.97it/s]
Training 2/3 epoch (loss 0.0809):  40%|███▉      | 6383/16050 [1:12:13<1:35:25,  1.69it/s]
Training 2/3 epoch (loss 0.3902):  40%|███▉      | 6383/16050 [1:12:14<1:35:25,  1.69it/s]
Training 2/3 epoch (loss 0.3902):  40%|███▉      | 6384/16050 [1:12:14<1:46:30,  1.51it/s]
Training 2/3 epoch (loss 0.1330):  40%|███▉      | 6384/16050 [1:12:15<1:46:30,  1.51it/s]
Training 2/3 epoch (loss 0.1330):  40%|███▉      | 6385/16050 [1:12:15<1:49:28,  1.47it/s]
Training 2/3 epoch (loss 0.3427):  40%|███▉      | 6385/16050 [1:12:17<1:49:28,  1.47it/s]
Training 2/3 epoch (loss 0.3427):  40%|███▉      | 6386/16050 [1:12:17<3:10:08,  1.18s/it]
Training 2/3 epoch (loss 0.0257):  40%|███▉      | 6386/16050 [1:12:17<3:10:08,  1.18s/it]
Training 2/3 epoch (loss 0.0257):  40%|███▉      | 6387/16050 [1:12:17<2:36:00,  1.03it/s]
Training 2/3 epoch (loss 0.2713):  40%|███▉      | 6387/16050 [1:12:18<2:36:00,  1.03it/s]
Training 2/3 epoch (loss 0.2713):  40%|███▉      | 6388/16050 [1:12:18<2:18:20,  1.16it/s]
Training 2/3 epoch (loss 0.0465):  40%|███▉      | 6388/16050 [1:12:19<2:18:20,  1.16it/s]
Training 2/3 epoch (loss 0.0465):  40%|███▉      | 6389/16050 [1:12:19<2:07:52,  1.26it/s]
Training 2/3 epoch (loss 0.0986):  40%|███▉      | 6389/16050 [1:12:19<2:07:52,  1.26it/s]
Training 2/3 epoch (loss 0.0986):  40%|███▉      | 6390/16050 [1:12:19<1:52:14,  1.43it/s]
Training 2/3 epoch (loss 0.1461):  40%|███▉      | 6390/16050 [1:12:20<1:52:14,  1.43it/s]
Training 2/3 epoch (loss 0.1461):  40%|███▉      | 6391/16050 [1:12:20<1:48:36,  1.48it/s]
Training 2/3 epoch (loss 0.1181):  40%|███▉      | 6391/16050 [1:12:20<1:48:36,  1.48it/s]
Training 2/3 epoch (loss 0.1181):  40%|███▉      | 6392/16050 [1:12:20<1:45:33,  1.53it/s]
Training 2/3 epoch (loss 0.0027):  40%|███▉      | 6392/16050 [1:12:21<1:45:33,  1.53it/s]
Training 2/3 epoch (loss 0.0027):  40%|███▉      | 6393/16050 [1:12:21<1:54:53,  1.40it/s]
Training 2/3 epoch (loss 0.4094):  40%|███▉      | 6393/16050 [1:12:22<1:54:53,  1.40it/s]
Training 2/3 epoch (loss 0.4094):  40%|███▉      | 6394/16050 [1:12:22<1:44:08,  1.55it/s]
Training 2/3 epoch (loss 0.0261):  40%|███▉      | 6394/16050 [1:12:22<1:44:08,  1.55it/s]
Training 2/3 epoch (loss 0.0261):  40%|███▉      | 6395/16050 [1:12:22<1:28:38,  1.82it/s]
Training 2/3 epoch (loss 0.0307):  40%|███▉      | 6395/16050 [1:12:23<1:28:38,  1.82it/s]
Training 2/3 epoch (loss 0.0307):  40%|███▉      | 6396/16050 [1:12:23<1:34:17,  1.71it/s]
Training 2/3 epoch (loss 0.3051):  40%|███▉      | 6396/16050 [1:12:25<1:34:17,  1.71it/s]
Training 2/3 epoch (loss 0.3051):  40%|███▉      | 6397/16050 [1:12:25<2:59:20,  1.11s/it]
Training 2/3 epoch (loss 0.0176):  40%|███▉      | 6397/16050 [1:12:26<2:59:20,  1.11s/it]
Training 2/3 epoch (loss 0.0176):  40%|███▉      | 6398/16050 [1:12:26<2:36:48,  1.03it/s]
Training 2/3 epoch (loss 0.1493):  40%|███▉      | 6398/16050 [1:12:26<2:36:48,  1.03it/s]
Training 2/3 epoch (loss 0.1493):  40%|███▉      | 6399/16050 [1:12:26<2:18:35,  1.16it/s]
Training 2/3 epoch (loss 0.1583):  40%|███▉      | 6399/16050 [1:12:28<2:18:35,  1.16it/s]
Training 2/3 epoch (loss 0.1583):  40%|███▉      | 6400/16050 [1:12:28<3:24:22,  1.27s/it]
Training 2/3 epoch (loss 0.0049):  40%|███▉      | 6400/16050 [1:12:29<3:24:22,  1.27s/it]
Training 2/3 epoch (loss 0.0049):  40%|███▉      | 6401/16050 [1:12:29<2:59:06,  1.11s/it]
Training 2/3 epoch (loss 0.4268):  40%|███▉      | 6401/16050 [1:12:30<2:59:06,  1.11s/it]
Training 2/3 epoch (loss 0.4268):  40%|███▉      | 6402/16050 [1:12:30<2:25:15,  1.11it/s]
Training 2/3 epoch (loss 0.0022):  40%|███▉      | 6402/16050 [1:12:30<2:25:15,  1.11it/s]
Training 2/3 epoch (loss 0.0022):  40%|███▉      | 6403/16050 [1:12:30<2:03:57,  1.30it/s]
Training 2/3 epoch (loss 0.1078):  40%|███▉      | 6403/16050 [1:12:31<2:03:57,  1.30it/s]
Training 2/3 epoch (loss 0.1078):  40%|███▉      | 6404/16050 [1:12:31<1:51:23,  1.44it/s]
Training 2/3 epoch (loss 0.3108):  40%|███▉      | 6404/16050 [1:12:31<1:51:23,  1.44it/s]
Training 2/3 epoch (loss 0.3108):  40%|███▉      | 6405/16050 [1:12:31<1:38:32,  1.63it/s]
Training 2/3 epoch (loss 0.3416):  40%|███▉      | 6405/16050 [1:12:32<1:38:32,  1.63it/s]
Training 2/3 epoch (loss 0.3416):  40%|███▉      | 6406/16050 [1:12:32<1:33:35,  1.72it/s]
Training 2/3 epoch (loss 0.0469):  40%|███▉      | 6406/16050 [1:12:32<1:33:35,  1.72it/s]
Training 2/3 epoch (loss 0.0469):  40%|███▉      | 6407/16050 [1:12:32<1:37:19,  1.65it/s]
Training 2/3 epoch (loss 0.0924):  40%|███▉      | 6407/16050 [1:12:33<1:37:19,  1.65it/s]
Training 2/3 epoch (loss 0.0924):  40%|███▉      | 6408/16050 [1:12:33<1:29:31,  1.80it/s]
Training 2/3 epoch (loss 0.0173):  40%|███▉      | 6408/16050 [1:12:33<1:29:31,  1.80it/s]
Training 2/3 epoch (loss 0.0173):  40%|███▉      | 6409/16050 [1:12:33<1:25:05,  1.89it/s]
Training 2/3 epoch (loss 0.4594):  40%|███▉      | 6409/16050 [1:12:34<1:25:05,  1.89it/s]
Training 2/3 epoch (loss 0.4594):  40%|███▉      | 6410/16050 [1:12:34<1:21:50,  1.96it/s]
Training 2/3 epoch (loss 0.2669):  40%|███▉      | 6410/16050 [1:12:34<1:21:50,  1.96it/s]
Training 2/3 epoch (loss 0.2669):  40%|███▉      | 6411/16050 [1:12:34<1:32:01,  1.75it/s]
Training 2/3 epoch (loss 0.4040):  40%|███▉      | 6411/16050 [1:12:35<1:32:01,  1.75it/s]
Training 2/3 epoch (loss 0.4040):  40%|███▉      | 6412/16050 [1:12:35<1:27:08,  1.84it/s]
Training 2/3 epoch (loss 0.0194):  40%|███▉      | 6412/16050 [1:12:36<1:27:08,  1.84it/s]
Training 2/3 epoch (loss 0.0194):  40%|███▉      | 6413/16050 [1:12:36<1:42:15,  1.57it/s]
Training 2/3 epoch (loss 0.2843):  40%|███▉      | 6413/16050 [1:12:36<1:42:15,  1.57it/s]
Training 2/3 epoch (loss 0.2843):  40%|███▉      | 6414/16050 [1:12:36<1:28:17,  1.82it/s]
Training 2/3 epoch (loss 0.3322):  40%|███▉      | 6414/16050 [1:12:36<1:28:17,  1.82it/s]
Training 2/3 epoch (loss 0.3322):  40%|███▉      | 6415/16050 [1:12:36<1:16:34,  2.10it/s]
Training 2/3 epoch (loss 0.4063):  40%|███▉      | 6415/16050 [1:12:37<1:16:34,  2.10it/s]
Training 2/3 epoch (loss 0.4063):  40%|███▉      | 6416/16050 [1:12:37<1:13:54,  2.17it/s]
Training 2/3 epoch (loss 0.0407):  40%|███▉      | 6416/16050 [1:12:37<1:13:54,  2.17it/s]
Training 2/3 epoch (loss 0.0407):  40%|███▉      | 6417/16050 [1:12:37<1:24:15,  1.91it/s]
Training 2/3 epoch (loss 0.4672):  40%|███▉      | 6417/16050 [1:12:38<1:24:15,  1.91it/s]
Training 2/3 epoch (loss 0.4672):  40%|███▉      | 6418/16050 [1:12:38<1:18:35,  2.04it/s]
Training 2/3 epoch (loss 0.2842):  40%|███▉      | 6418/16050 [1:12:38<1:18:35,  2.04it/s]
Training 2/3 epoch (loss 0.2842):  40%|███▉      | 6419/16050 [1:12:38<1:15:29,  2.13it/s]
Training 2/3 epoch (loss 0.0028):  40%|███▉      | 6419/16050 [1:12:39<1:15:29,  2.13it/s]
Training 2/3 epoch (loss 0.0028):  40%|████      | 6420/16050 [1:12:39<1:15:33,  2.12it/s]
Training 2/3 epoch (loss 0.0269):  40%|████      | 6420/16050 [1:12:39<1:15:33,  2.12it/s]
Training 2/3 epoch (loss 0.0269):  40%|████      | 6421/16050 [1:12:39<1:14:56,  2.14it/s]
Training 2/3 epoch (loss 0.0182):  40%|████      | 6421/16050 [1:12:40<1:14:56,  2.14it/s]
Training 2/3 epoch (loss 0.0182):  40%|████      | 6422/16050 [1:12:40<1:18:14,  2.05it/s]
Training 2/3 epoch (loss 0.0776):  40%|████      | 6422/16050 [1:12:40<1:18:14,  2.05it/s]
Training 2/3 epoch (loss 0.0776):  40%|████      | 6423/16050 [1:12:40<1:16:19,  2.10it/s]
Training 2/3 epoch (loss 0.5408):  40%|████      | 6423/16050 [1:12:40<1:16:19,  2.10it/s]
Training 2/3 epoch (loss 0.5408):  40%|████      | 6424/16050 [1:12:40<1:09:57,  2.29it/s]
Training 2/3 epoch (loss 0.3617):  40%|████      | 6424/16050 [1:12:41<1:09:57,  2.29it/s]
Training 2/3 epoch (loss 0.3617):  40%|████      | 6425/16050 [1:12:41<1:10:37,  2.27it/s]
Training 2/3 epoch (loss 0.0047):  40%|████      | 6425/16050 [1:12:42<1:10:37,  2.27it/s]
Training 2/3 epoch (loss 0.0047):  40%|████      | 6426/16050 [1:12:42<1:18:27,  2.04it/s]
Training 2/3 epoch (loss 0.0082):  40%|████      | 6426/16050 [1:12:42<1:18:27,  2.04it/s]
Training 2/3 epoch (loss 0.0082):  40%|████      | 6427/16050 [1:12:42<1:27:22,  1.84it/s]
Training 2/3 epoch (loss 0.0010):  40%|████      | 6427/16050 [1:12:43<1:27:22,  1.84it/s]
Training 2/3 epoch (loss 0.0010):  40%|████      | 6428/16050 [1:12:43<1:30:38,  1.77it/s]
Training 2/3 epoch (loss 0.0008):  40%|████      | 6428/16050 [1:12:43<1:30:38,  1.77it/s]
Training 2/3 epoch (loss 0.0008):  40%|████      | 6429/16050 [1:12:43<1:28:07,  1.82it/s]
Training 2/3 epoch (loss 0.0169):  40%|████      | 6429/16050 [1:12:44<1:28:07,  1.82it/s]
Training 2/3 epoch (loss 0.0169):  40%|████      | 6430/16050 [1:12:44<1:32:35,  1.73it/s]
Training 2/3 epoch (loss 0.0468):  40%|████      | 6430/16050 [1:12:45<1:32:35,  1.73it/s]
Training 2/3 epoch (loss 0.0468):  40%|████      | 6431/16050 [1:12:45<1:30:19,  1.78it/s]
Training 2/3 epoch (loss 0.0071):  40%|████      | 6431/16050 [1:12:45<1:30:19,  1.78it/s]
Training 2/3 epoch (loss 0.0071):  40%|████      | 6432/16050 [1:12:45<1:25:56,  1.87it/s]
Training 2/3 epoch (loss 0.0227):  40%|████      | 6432/16050 [1:12:45<1:25:56,  1.87it/s]
Training 2/3 epoch (loss 0.0227):  40%|████      | 6433/16050 [1:12:45<1:15:56,  2.11it/s]
Training 2/3 epoch (loss 0.5521):  40%|████      | 6433/16050 [1:12:46<1:15:56,  2.11it/s]
Training 2/3 epoch (loss 0.5521):  40%|████      | 6434/16050 [1:12:46<1:14:29,  2.15it/s]
Training 2/3 epoch (loss 0.0063):  40%|████      | 6434/16050 [1:12:46<1:14:29,  2.15it/s]
Training 2/3 epoch (loss 0.0063):  40%|████      | 6435/16050 [1:12:46<1:17:05,  2.08it/s]
Training 2/3 epoch (loss 0.0019):  40%|████      | 6435/16050 [1:12:47<1:17:05,  2.08it/s]
Training 2/3 epoch (loss 0.0019):  40%|████      | 6436/16050 [1:12:47<1:15:56,  2.11it/s]
Training 2/3 epoch (loss 0.0079):  40%|████      | 6436/16050 [1:12:48<1:15:56,  2.11it/s]
Training 2/3 epoch (loss 0.0079):  40%|████      | 6437/16050 [1:12:48<1:32:10,  1.74it/s]
Training 2/3 epoch (loss 0.9490):  40%|████      | 6437/16050 [1:12:48<1:32:10,  1.74it/s]
Training 2/3 epoch (loss 0.9490):  40%|████      | 6438/16050 [1:12:48<1:24:18,  1.90it/s]
Training 2/3 epoch (loss 0.3215):  40%|████      | 6438/16050 [1:12:48<1:24:18,  1.90it/s]
Training 2/3 epoch (loss 0.3215):  40%|████      | 6439/16050 [1:12:48<1:18:36,  2.04it/s]
Training 2/3 epoch (loss 0.3967):  40%|████      | 6439/16050 [1:12:49<1:18:36,  2.04it/s]
Training 2/3 epoch (loss 0.3967):  40%|████      | 6440/16050 [1:12:49<1:20:32,  1.99it/s]
Training 2/3 epoch (loss 0.0002):  40%|████      | 6440/16050 [1:12:49<1:20:32,  1.99it/s]
Training 2/3 epoch (loss 0.0002):  40%|████      | 6441/16050 [1:12:49<1:14:54,  2.14it/s]
Training 2/3 epoch (loss 0.0144):  40%|████      | 6441/16050 [1:12:50<1:14:54,  2.14it/s]
Training 2/3 epoch (loss 0.0144):  40%|████      | 6442/16050 [1:12:50<1:35:48,  1.67it/s]
Training 2/3 epoch (loss 0.0035):  40%|████      | 6442/16050 [1:12:51<1:35:48,  1.67it/s]
Training 2/3 epoch (loss 0.0035):  40%|████      | 6443/16050 [1:12:51<1:27:06,  1.84it/s]
Training 2/3 epoch (loss 0.0023):  40%|████      | 6443/16050 [1:12:51<1:27:06,  1.84it/s]
Training 2/3 epoch (loss 0.0023):  40%|████      | 6444/16050 [1:12:51<1:22:05,  1.95it/s]
Training 2/3 epoch (loss 0.0626):  40%|████      | 6444/16050 [1:12:52<1:22:05,  1.95it/s]
Training 2/3 epoch (loss 0.0626):  40%|████      | 6445/16050 [1:12:52<1:30:20,  1.77it/s]
Training 2/3 epoch (loss 0.0230):  40%|████      | 6445/16050 [1:12:52<1:30:20,  1.77it/s]
Training 2/3 epoch (loss 0.0230):  40%|████      | 6446/16050 [1:12:52<1:26:05,  1.86it/s]
Training 2/3 epoch (loss 0.5315):  40%|████      | 6446/16050 [1:12:53<1:26:05,  1.86it/s]
Training 2/3 epoch (loss 0.5315):  40%|████      | 6447/16050 [1:12:53<1:28:57,  1.80it/s]
Training 2/3 epoch (loss 0.5683):  40%|████      | 6447/16050 [1:12:53<1:28:57,  1.80it/s]
Training 2/3 epoch (loss 0.5683):  40%|████      | 6448/16050 [1:12:53<1:27:40,  1.83it/s]
Training 2/3 epoch (loss 0.0481):  40%|████      | 6448/16050 [1:12:54<1:27:40,  1.83it/s]
Training 2/3 epoch (loss 0.0481):  40%|████      | 6449/16050 [1:12:54<1:22:15,  1.95it/s]
Training 2/3 epoch (loss 0.1168):  40%|████      | 6449/16050 [1:12:54<1:22:15,  1.95it/s]
Training 2/3 epoch (loss 0.1168):  40%|████      | 6450/16050 [1:12:54<1:29:50,  1.78it/s]
Training 2/3 epoch (loss 0.3310):  40%|████      | 6450/16050 [1:12:55<1:29:50,  1.78it/s]
Training 2/3 epoch (loss 0.3310):  40%|████      | 6451/16050 [1:12:55<1:29:25,  1.79it/s]
Training 2/3 epoch (loss 0.0177):  40%|████      | 6451/16050 [1:12:56<1:29:25,  1.79it/s]
Training 2/3 epoch (loss 0.0177):  40%|████      | 6452/16050 [1:12:56<1:34:13,  1.70it/s]
Training 2/3 epoch (loss 0.0092):  40%|████      | 6452/16050 [1:12:56<1:34:13,  1.70it/s]
Training 2/3 epoch (loss 0.0092):  40%|████      | 6453/16050 [1:12:56<1:34:08,  1.70it/s]
Training 2/3 epoch (loss 0.0013):  40%|████      | 6453/16050 [1:12:57<1:34:08,  1.70it/s]
Training 2/3 epoch (loss 0.0013):  40%|████      | 6454/16050 [1:12:57<1:57:23,  1.36it/s]
Training 2/3 epoch (loss 0.2245):  40%|████      | 6454/16050 [1:12:58<1:57:23,  1.36it/s]
Training 2/3 epoch (loss 0.2245):  40%|████      | 6455/16050 [1:12:58<1:57:07,  1.37it/s]
Training 2/3 epoch (loss 0.4843):  40%|████      | 6455/16050 [1:12:58<1:57:07,  1.37it/s]
Training 2/3 epoch (loss 0.4843):  40%|████      | 6456/16050 [1:12:58<1:42:27,  1.56it/s]
Training 2/3 epoch (loss 0.0366):  40%|████      | 6456/16050 [1:12:59<1:42:27,  1.56it/s]
Training 2/3 epoch (loss 0.0366):  40%|████      | 6457/16050 [1:12:59<1:51:23,  1.44it/s]
Training 2/3 epoch (loss 0.0023):  40%|████      | 6457/16050 [1:13:00<1:51:23,  1.44it/s]
Training 2/3 epoch (loss 0.0023):  40%|████      | 6458/16050 [1:13:00<1:38:35,  1.62it/s]
Training 2/3 epoch (loss 0.3756):  40%|████      | 6458/16050 [1:13:00<1:38:35,  1.62it/s]
Training 2/3 epoch (loss 0.3756):  40%|████      | 6459/16050 [1:13:00<1:29:01,  1.80it/s]
Training 2/3 epoch (loss 0.0037):  40%|████      | 6459/16050 [1:13:01<1:29:01,  1.80it/s]
Training 2/3 epoch (loss 0.0037):  40%|████      | 6460/16050 [1:13:01<1:21:58,  1.95it/s]
Training 2/3 epoch (loss 0.0256):  40%|████      | 6460/16050 [1:13:01<1:21:58,  1.95it/s]
Training 2/3 epoch (loss 0.0256):  40%|████      | 6461/16050 [1:13:01<1:20:11,  1.99it/s]
Training 2/3 epoch (loss 0.2662):  40%|████      | 6461/16050 [1:13:02<1:20:11,  1.99it/s]
Training 2/3 epoch (loss 0.2662):  40%|████      | 6462/16050 [1:13:02<1:21:04,  1.97it/s]
Training 2/3 epoch (loss 0.0011):  40%|████      | 6462/16050 [1:13:02<1:21:04,  1.97it/s]
Training 2/3 epoch (loss 0.0011):  40%|████      | 6463/16050 [1:13:02<1:14:04,  2.16it/s]
Training 2/3 epoch (loss 0.0384):  40%|████      | 6463/16050 [1:13:02<1:14:04,  2.16it/s]
Training 2/3 epoch (loss 0.0384):  40%|████      | 6464/16050 [1:13:02<1:18:22,  2.04it/s]
Training 2/3 epoch (loss 0.0114):  40%|████      | 6464/16050 [1:13:03<1:18:22,  2.04it/s]
Training 2/3 epoch (loss 0.0114):  40%|████      | 6465/16050 [1:13:03<1:24:14,  1.90it/s]
Training 2/3 epoch (loss 0.4135):  40%|████      | 6465/16050 [1:13:03<1:24:14,  1.90it/s]
Training 2/3 epoch (loss 0.4135):  40%|████      | 6466/16050 [1:13:03<1:15:47,  2.11it/s]
Training 2/3 epoch (loss 0.0119):  40%|████      | 6466/16050 [1:13:04<1:15:47,  2.11it/s]
Training 2/3 epoch (loss 0.0119):  40%|████      | 6467/16050 [1:13:04<1:22:45,  1.93it/s]
Training 2/3 epoch (loss 0.0229):  40%|████      | 6467/16050 [1:13:05<1:22:45,  1.93it/s]
Training 2/3 epoch (loss 0.0229):  40%|████      | 6468/16050 [1:13:05<1:20:44,  1.98it/s]
Training 2/3 epoch (loss 0.5867):  40%|████      | 6468/16050 [1:13:05<1:20:44,  1.98it/s]
Training 2/3 epoch (loss 0.5867):  40%|████      | 6469/16050 [1:13:05<1:26:59,  1.84it/s]
Training 2/3 epoch (loss 0.0090):  40%|████      | 6469/16050 [1:13:06<1:26:59,  1.84it/s]
Training 2/3 epoch (loss 0.0090):  40%|████      | 6470/16050 [1:13:06<1:25:45,  1.86it/s]
Training 2/3 epoch (loss 0.3379):  40%|████      | 6470/16050 [1:13:06<1:25:45,  1.86it/s]
Training 2/3 epoch (loss 0.3379):  40%|████      | 6471/16050 [1:13:06<1:16:21,  2.09it/s]
Training 2/3 epoch (loss 0.0124):  40%|████      | 6471/16050 [1:13:07<1:16:21,  2.09it/s]
Training 2/3 epoch (loss 0.0124):  40%|████      | 6472/16050 [1:13:07<1:19:23,  2.01it/s]
Training 2/3 epoch (loss 0.0009):  40%|████      | 6472/16050 [1:13:07<1:19:23,  2.01it/s]
Training 2/3 epoch (loss 0.0009):  40%|████      | 6473/16050 [1:13:07<1:12:08,  2.21it/s]
Training 2/3 epoch (loss 0.0199):  40%|████      | 6473/16050 [1:13:07<1:12:08,  2.21it/s]
Training 2/3 epoch (loss 0.0199):  40%|████      | 6474/16050 [1:13:07<1:15:31,  2.11it/s]
Training 2/3 epoch (loss 0.0927):  40%|████      | 6474/16050 [1:13:08<1:15:31,  2.11it/s]
Training 2/3 epoch (loss 0.0927):  40%|████      | 6475/16050 [1:13:08<1:23:36,  1.91it/s]
Training 2/3 epoch (loss 0.5004):  40%|████      | 6475/16050 [1:13:09<1:23:36,  1.91it/s]
Training 2/3 epoch (loss 0.5004):  40%|████      | 6476/16050 [1:13:09<1:29:51,  1.78it/s]
Training 2/3 epoch (loss 0.0496):  40%|████      | 6476/16050 [1:13:09<1:29:51,  1.78it/s]
Training 2/3 epoch (loss 0.0496):  40%|████      | 6477/16050 [1:13:09<1:32:57,  1.72it/s]
Training 2/3 epoch (loss 0.0357):  40%|████      | 6477/16050 [1:13:10<1:32:57,  1.72it/s]
Training 2/3 epoch (loss 0.0357):  40%|████      | 6478/16050 [1:13:10<1:27:38,  1.82it/s]
Training 2/3 epoch (loss 0.7625):  40%|████      | 6478/16050 [1:13:10<1:27:38,  1.82it/s]
Training 2/3 epoch (loss 0.7625):  40%|████      | 6479/16050 [1:13:10<1:18:27,  2.03it/s]
Training 2/3 epoch (loss 0.2560):  40%|████      | 6479/16050 [1:13:11<1:18:27,  2.03it/s]
Training 2/3 epoch (loss 0.2560):  40%|████      | 6480/16050 [1:13:11<1:20:51,  1.97it/s]
Training 2/3 epoch (loss 0.0131):  40%|████      | 6480/16050 [1:13:11<1:20:51,  1.97it/s]
Training 2/3 epoch (loss 0.0131):  40%|████      | 6481/16050 [1:13:11<1:26:08,  1.85it/s]
Training 2/3 epoch (loss 0.0120):  40%|████      | 6481/16050 [1:13:12<1:26:08,  1.85it/s]
Training 2/3 epoch (loss 0.0120):  40%|████      | 6482/16050 [1:13:12<1:22:35,  1.93it/s]
Training 2/3 epoch (loss 0.1047):  40%|████      | 6482/16050 [1:13:12<1:22:35,  1.93it/s]
Training 2/3 epoch (loss 0.1047):  40%|████      | 6483/16050 [1:13:12<1:22:51,  1.92it/s]
Training 2/3 epoch (loss 0.0010):  40%|████      | 6483/16050 [1:13:13<1:22:51,  1.92it/s]
Training 2/3 epoch (loss 0.0010):  40%|████      | 6484/16050 [1:13:13<1:38:20,  1.62it/s]
Training 2/3 epoch (loss 0.0183):  40%|████      | 6484/16050 [1:13:14<1:38:20,  1.62it/s]
Training 2/3 epoch (loss 0.0183):  40%|████      | 6485/16050 [1:13:14<1:40:46,  1.58it/s]
Training 2/3 epoch (loss 0.0138):  40%|████      | 6485/16050 [1:13:14<1:40:46,  1.58it/s]
Training 2/3 epoch (loss 0.0138):  40%|████      | 6486/16050 [1:13:14<1:30:12,  1.77it/s]
Training 2/3 epoch (loss 0.0013):  40%|████      | 6486/16050 [1:13:15<1:30:12,  1.77it/s]
Training 2/3 epoch (loss 0.0013):  40%|████      | 6487/16050 [1:13:15<1:43:45,  1.54it/s]
Training 2/3 epoch (loss 0.0047):  40%|████      | 6487/16050 [1:13:16<1:43:45,  1.54it/s]
Training 2/3 epoch (loss 0.0047):  40%|████      | 6488/16050 [1:13:16<1:36:07,  1.66it/s]
Training 2/3 epoch (loss 0.0112):  40%|████      | 6488/16050 [1:13:16<1:36:07,  1.66it/s]
Training 2/3 epoch (loss 0.0112):  40%|████      | 6489/16050 [1:13:16<1:36:15,  1.66it/s]
Training 2/3 epoch (loss 0.0324):  40%|████      | 6489/16050 [1:13:17<1:36:15,  1.66it/s]
Training 2/3 epoch (loss 0.0324):  40%|████      | 6490/16050 [1:13:17<1:33:49,  1.70it/s]
Training 2/3 epoch (loss 0.0026):  40%|████      | 6490/16050 [1:13:17<1:33:49,  1.70it/s]
Training 2/3 epoch (loss 0.0026):  40%|████      | 6491/16050 [1:13:17<1:35:02,  1.68it/s]
Training 2/3 epoch (loss 0.0033):  40%|████      | 6491/16050 [1:13:18<1:35:02,  1.68it/s]
Training 2/3 epoch (loss 0.0033):  40%|████      | 6492/16050 [1:13:18<1:27:07,  1.83it/s]
Training 2/3 epoch (loss 0.3891):  40%|████      | 6492/16050 [1:13:18<1:27:07,  1.83it/s]
Training 2/3 epoch (loss 0.3891):  40%|████      | 6493/16050 [1:13:18<1:33:10,  1.71it/s]
Training 2/3 epoch (loss 0.6271):  40%|████      | 6493/16050 [1:13:19<1:33:10,  1.71it/s]
Training 2/3 epoch (loss 0.6271):  40%|████      | 6494/16050 [1:13:19<1:37:16,  1.64it/s]
Training 2/3 epoch (loss 0.1812):  40%|████      | 6494/16050 [1:13:20<1:37:16,  1.64it/s]
Training 2/3 epoch (loss 0.1812):  40%|████      | 6495/16050 [1:13:20<1:29:15,  1.78it/s]
Training 2/3 epoch (loss 0.1716):  40%|████      | 6495/16050 [1:13:20<1:29:15,  1.78it/s]
Training 2/3 epoch (loss 0.1716):  40%|████      | 6496/16050 [1:13:20<1:16:48,  2.07it/s]
Training 2/3 epoch (loss 0.4485):  40%|████      | 6496/16050 [1:13:22<1:16:48,  2.07it/s]
Training 2/3 epoch (loss 0.4485):  40%|████      | 6497/16050 [1:13:22<2:46:01,  1.04s/it]
Training 2/3 epoch (loss 0.0282):  40%|████      | 6497/16050 [1:13:23<2:46:01,  1.04s/it]
Training 2/3 epoch (loss 0.0282):  40%|████      | 6498/16050 [1:13:23<2:30:53,  1.06it/s]
Training 2/3 epoch (loss 0.0322):  40%|████      | 6498/16050 [1:13:23<2:30:53,  1.06it/s]
Training 2/3 epoch (loss 0.0322):  40%|████      | 6499/16050 [1:13:23<2:11:18,  1.21it/s]
Training 2/3 epoch (loss 0.2064):  40%|████      | 6499/16050 [1:13:24<2:11:18,  1.21it/s]
Training 2/3 epoch (loss 0.2064):  40%|████      | 6500/16050 [1:13:24<1:53:06,  1.41it/s]
Training 2/3 epoch (loss 0.2648):  40%|████      | 6500/16050 [1:13:24<1:53:06,  1.41it/s]
Training 2/3 epoch (loss 0.2648):  41%|████      | 6501/16050 [1:13:24<1:43:49,  1.53it/s]
Training 2/3 epoch (loss 0.0140):  41%|████      | 6501/16050 [1:13:25<1:43:49,  1.53it/s]
Training 2/3 epoch (loss 0.0140):  41%|████      | 6502/16050 [1:13:25<1:39:00,  1.61it/s]
Training 2/3 epoch (loss 0.0040):  41%|████      | 6502/16050 [1:13:25<1:39:00,  1.61it/s]
Training 2/3 epoch (loss 0.0040):  41%|████      | 6503/16050 [1:13:25<1:28:21,  1.80it/s]
Training 2/3 epoch (loss 0.0176):  41%|████      | 6503/16050 [1:13:26<1:28:21,  1.80it/s]
Training 2/3 epoch (loss 0.0176):  41%|████      | 6504/16050 [1:13:26<1:39:14,  1.60it/s]
Training 2/3 epoch (loss 0.0080):  41%|████      | 6504/16050 [1:13:27<1:39:14,  1.60it/s]
Training 2/3 epoch (loss 0.0080):  41%|████      | 6505/16050 [1:13:27<1:41:04,  1.57it/s]
Training 2/3 epoch (loss 0.0180):  41%|████      | 6505/16050 [1:13:27<1:41:04,  1.57it/s]
Training 2/3 epoch (loss 0.0180):  41%|████      | 6506/16050 [1:13:27<1:34:35,  1.68it/s]
Training 2/3 epoch (loss 0.0109):  41%|████      | 6506/16050 [1:13:28<1:34:35,  1.68it/s]
Training 2/3 epoch (loss 0.0109):  41%|████      | 6507/16050 [1:13:28<1:31:13,  1.74it/s]
Training 2/3 epoch (loss 0.3704):  41%|████      | 6507/16050 [1:13:28<1:31:13,  1.74it/s]
Training 2/3 epoch (loss 0.3704):  41%|████      | 6508/16050 [1:13:28<1:27:44,  1.81it/s]
Training 2/3 epoch (loss 0.0125):  41%|████      | 6508/16050 [1:13:29<1:27:44,  1.81it/s]
Training 2/3 epoch (loss 0.0125):  41%|████      | 6509/16050 [1:13:29<1:45:41,  1.50it/s]
Training 2/3 epoch (loss 0.0802):  41%|████      | 6509/16050 [1:13:30<1:45:41,  1.50it/s]
Training 2/3 epoch (loss 0.0802):  41%|████      | 6510/16050 [1:13:30<1:54:39,  1.39it/s]
Training 2/3 epoch (loss 0.0021):  41%|████      | 6510/16050 [1:13:31<1:54:39,  1.39it/s]
Training 2/3 epoch (loss 0.0021):  41%|████      | 6511/16050 [1:13:31<1:44:29,  1.52it/s]
Training 2/3 epoch (loss 0.0430):  41%|████      | 6511/16050 [1:13:31<1:44:29,  1.52it/s]
Training 2/3 epoch (loss 0.0430):  41%|████      | 6512/16050 [1:13:31<1:37:38,  1.63it/s]
Training 2/3 epoch (loss 0.1755):  41%|████      | 6512/16050 [1:13:32<1:37:38,  1.63it/s]
Training 2/3 epoch (loss 0.1755):  41%|████      | 6513/16050 [1:13:32<1:25:36,  1.86it/s]
Training 2/3 epoch (loss 0.1449):  41%|████      | 6513/16050 [1:13:32<1:25:36,  1.86it/s]
Training 2/3 epoch (loss 0.1449):  41%|████      | 6514/16050 [1:13:32<1:28:28,  1.80it/s]
Training 2/3 epoch (loss 0.0233):  41%|████      | 6514/16050 [1:13:33<1:28:28,  1.80it/s]
Training 2/3 epoch (loss 0.0233):  41%|████      | 6515/16050 [1:13:33<1:24:25,  1.88it/s]
Training 2/3 epoch (loss 0.0426):  41%|████      | 6515/16050 [1:13:33<1:24:25,  1.88it/s]
Training 2/3 epoch (loss 0.0426):  41%|████      | 6516/16050 [1:13:33<1:30:47,  1.75it/s]
Training 2/3 epoch (loss 0.0032):  41%|████      | 6516/16050 [1:13:34<1:30:47,  1.75it/s]
Training 2/3 epoch (loss 0.0032):  41%|████      | 6517/16050 [1:13:34<1:26:50,  1.83it/s]
Training 2/3 epoch (loss 0.1091):  41%|████      | 6517/16050 [1:13:34<1:26:50,  1.83it/s]
Training 2/3 epoch (loss 0.1091):  41%|████      | 6518/16050 [1:13:34<1:26:43,  1.83it/s]
Training 2/3 epoch (loss 0.0743):  41%|████      | 6518/16050 [1:13:35<1:26:43,  1.83it/s]
Training 2/3 epoch (loss 0.0743):  41%|████      | 6519/16050 [1:13:35<1:35:25,  1.66it/s]
Training 2/3 epoch (loss 0.3070):  41%|████      | 6519/16050 [1:13:36<1:35:25,  1.66it/s]
Training 2/3 epoch (loss 0.3070):  41%|████      | 6520/16050 [1:13:36<1:33:01,  1.71it/s]
Training 2/3 epoch (loss 0.0008):  41%|████      | 6520/16050 [1:13:36<1:33:01,  1.71it/s]
Training 2/3 epoch (loss 0.0008):  41%|████      | 6521/16050 [1:13:36<1:33:14,  1.70it/s]
Training 2/3 epoch (loss 0.1884):  41%|████      | 6521/16050 [1:13:37<1:33:14,  1.70it/s]
Training 2/3 epoch (loss 0.1884):  41%|████      | 6522/16050 [1:13:37<1:30:25,  1.76it/s]
Training 2/3 epoch (loss 0.3749):  41%|████      | 6522/16050 [1:13:37<1:30:25,  1.76it/s]
Training 2/3 epoch (loss 0.3749):  41%|████      | 6523/16050 [1:13:37<1:18:10,  2.03it/s]
Training 2/3 epoch (loss 0.0750):  41%|████      | 6523/16050 [1:13:38<1:18:10,  2.03it/s]
Training 2/3 epoch (loss 0.0750):  41%|████      | 6524/16050 [1:13:38<1:24:03,  1.89it/s]
Training 2/3 epoch (loss 0.2059):  41%|████      | 6524/16050 [1:13:38<1:24:03,  1.89it/s]
Training 2/3 epoch (loss 0.2059):  41%|████      | 6525/16050 [1:13:38<1:16:29,  2.08it/s]
Training 2/3 epoch (loss 0.0524):  41%|████      | 6525/16050 [1:13:39<1:16:29,  2.08it/s]
Training 2/3 epoch (loss 0.0524):  41%|████      | 6526/16050 [1:13:39<1:18:13,  2.03it/s]
Training 2/3 epoch (loss 0.5138):  41%|████      | 6526/16050 [1:13:39<1:18:13,  2.03it/s]
Training 2/3 epoch (loss 0.5138):  41%|████      | 6527/16050 [1:13:39<1:22:59,  1.91it/s]
Training 2/3 epoch (loss 0.5816):  41%|████      | 6527/16050 [1:13:39<1:22:59,  1.91it/s]
Training 2/3 epoch (loss 0.5816):  41%|████      | 6528/16050 [1:13:39<1:15:51,  2.09it/s]
Training 2/3 epoch (loss 0.3741):  41%|████      | 6528/16050 [1:13:40<1:15:51,  2.09it/s]
Training 2/3 epoch (loss 0.3741):  41%|████      | 6529/16050 [1:13:40<1:23:59,  1.89it/s]
Training 2/3 epoch (loss 0.0203):  41%|████      | 6529/16050 [1:13:40<1:23:59,  1.89it/s]
Training 2/3 epoch (loss 0.0203):  41%|████      | 6530/16050 [1:13:40<1:12:34,  2.19it/s]
Training 2/3 epoch (loss 0.4739):  41%|████      | 6530/16050 [1:13:41<1:12:34,  2.19it/s]
Training 2/3 epoch (loss 0.4739):  41%|████      | 6531/16050 [1:13:41<1:18:04,  2.03it/s]
Training 2/3 epoch (loss 0.1823):  41%|████      | 6531/16050 [1:13:42<1:18:04,  2.03it/s]
Training 2/3 epoch (loss 0.1823):  41%|████      | 6532/16050 [1:13:42<1:19:59,  1.98it/s]
Training 2/3 epoch (loss 0.0454):  41%|████      | 6532/16050 [1:13:42<1:19:59,  1.98it/s]
Training 2/3 epoch (loss 0.0454):  41%|████      | 6533/16050 [1:13:42<1:20:57,  1.96it/s]
Training 2/3 epoch (loss 0.0004):  41%|████      | 6533/16050 [1:13:42<1:20:57,  1.96it/s]
Training 2/3 epoch (loss 0.0004):  41%|████      | 6534/16050 [1:13:42<1:13:35,  2.15it/s]
Training 2/3 epoch (loss 0.0136):  41%|████      | 6534/16050 [1:13:43<1:13:35,  2.15it/s]
Training 2/3 epoch (loss 0.0136):  41%|████      | 6535/16050 [1:13:43<1:15:52,  2.09it/s]
Training 2/3 epoch (loss 0.3920):  41%|████      | 6535/16050 [1:13:44<1:15:52,  2.09it/s]
Training 2/3 epoch (loss 0.3920):  41%|████      | 6536/16050 [1:13:44<1:22:05,  1.93it/s]
Training 2/3 epoch (loss 0.1428):  41%|████      | 6536/16050 [1:13:44<1:22:05,  1.93it/s]
Training 2/3 epoch (loss 0.1428):  41%|████      | 6537/16050 [1:13:44<1:26:05,  1.84it/s]
Training 2/3 epoch (loss 0.0102):  41%|████      | 6537/16050 [1:13:45<1:26:05,  1.84it/s]
Training 2/3 epoch (loss 0.0102):  41%|████      | 6538/16050 [1:13:45<1:29:19,  1.77it/s]
Training 2/3 epoch (loss 0.8401):  41%|████      | 6538/16050 [1:13:45<1:29:19,  1.77it/s]
Training 2/3 epoch (loss 0.8401):  41%|████      | 6539/16050 [1:13:45<1:27:19,  1.82it/s]
Training 2/3 epoch (loss 0.3518):  41%|████      | 6539/16050 [1:13:46<1:27:19,  1.82it/s]
Training 2/3 epoch (loss 0.3518):  41%|████      | 6540/16050 [1:13:46<1:17:22,  2.05it/s]
Training 2/3 epoch (loss 0.3683):  41%|████      | 6540/16050 [1:13:48<1:17:22,  2.05it/s]
Training 2/3 epoch (loss 0.3683):  41%|████      | 6541/16050 [1:13:48<2:49:08,  1.07s/it]
Training 2/3 epoch (loss 0.2952):  41%|████      | 6541/16050 [1:13:49<2:49:08,  1.07s/it]
Training 2/3 epoch (loss 0.2952):  41%|████      | 6542/16050 [1:13:49<2:45:23,  1.04s/it]
Training 2/3 epoch (loss 0.6501):  41%|████      | 6542/16050 [1:13:50<2:45:23,  1.04s/it]
Training 2/3 epoch (loss 0.6501):  41%|████      | 6543/16050 [1:13:50<2:18:44,  1.14it/s]
Training 2/3 epoch (loss 0.9955):  41%|████      | 6543/16050 [1:13:50<2:18:44,  1.14it/s]
Training 2/3 epoch (loss 0.9955):  41%|████      | 6544/16050 [1:13:50<2:01:39,  1.30it/s]
Training 2/3 epoch (loss 0.0050):  41%|████      | 6544/16050 [1:13:50<2:01:39,  1.30it/s]
Training 2/3 epoch (loss 0.0050):  41%|████      | 6545/16050 [1:13:50<1:41:50,  1.56it/s]
Training 2/3 epoch (loss 0.6538):  41%|████      | 6545/16050 [1:13:51<1:41:50,  1.56it/s]
Training 2/3 epoch (loss 0.6538):  41%|████      | 6546/16050 [1:13:51<1:33:06,  1.70it/s]
Training 2/3 epoch (loss 0.0161):  41%|████      | 6546/16050 [1:13:51<1:33:06,  1.70it/s]
Training 2/3 epoch (loss 0.0161):  41%|████      | 6547/16050 [1:13:51<1:26:46,  1.83it/s]
Training 2/3 epoch (loss 0.0059):  41%|████      | 6547/16050 [1:13:52<1:26:46,  1.83it/s]
Training 2/3 epoch (loss 0.0059):  41%|████      | 6548/16050 [1:13:52<1:17:40,  2.04it/s]
Training 2/3 epoch (loss 0.1274):  41%|████      | 6548/16050 [1:13:53<1:17:40,  2.04it/s]
Training 2/3 epoch (loss 0.1274):  41%|████      | 6549/16050 [1:13:53<1:38:21,  1.61it/s]
Training 2/3 epoch (loss 0.3188):  41%|████      | 6549/16050 [1:13:53<1:38:21,  1.61it/s]
Training 2/3 epoch (loss 0.3188):  41%|████      | 6550/16050 [1:13:53<1:25:59,  1.84it/s]
Training 2/3 epoch (loss 0.0005):  41%|████      | 6550/16050 [1:13:53<1:25:59,  1.84it/s]
Training 2/3 epoch (loss 0.0005):  41%|████      | 6551/16050 [1:13:53<1:21:05,  1.95it/s]
Training 2/3 epoch (loss 0.5106):  41%|████      | 6551/16050 [1:13:54<1:21:05,  1.95it/s]
Training 2/3 epoch (loss 0.5106):  41%|████      | 6552/16050 [1:13:54<1:19:32,  1.99it/s]
Training 2/3 epoch (loss 0.0150):  41%|████      | 6552/16050 [1:13:54<1:19:32,  1.99it/s]
Training 2/3 epoch (loss 0.0150):  41%|████      | 6553/16050 [1:13:54<1:23:08,  1.90it/s]
Training 2/3 epoch (loss 0.0285):  41%|████      | 6553/16050 [1:13:55<1:23:08,  1.90it/s]
Training 2/3 epoch (loss 0.0285):  41%|████      | 6554/16050 [1:13:55<1:19:38,  1.99it/s]
Training 2/3 epoch (loss 0.0032):  41%|████      | 6554/16050 [1:13:55<1:19:38,  1.99it/s]
Training 2/3 epoch (loss 0.0032):  41%|████      | 6555/16050 [1:13:55<1:14:32,  2.12it/s]
Training 2/3 epoch (loss 0.2867):  41%|████      | 6555/16050 [1:13:56<1:14:32,  2.12it/s]
Training 2/3 epoch (loss 0.2867):  41%|████      | 6556/16050 [1:13:56<1:24:09,  1.88it/s]
Training 2/3 epoch (loss 0.0010):  41%|████      | 6556/16050 [1:13:57<1:24:09,  1.88it/s]
Training 2/3 epoch (loss 0.0010):  41%|████      | 6557/16050 [1:13:57<1:28:37,  1.79it/s]
Training 2/3 epoch (loss 0.5552):  41%|████      | 6557/16050 [1:13:57<1:28:37,  1.79it/s]
Training 2/3 epoch (loss 0.5552):  41%|████      | 6558/16050 [1:13:57<1:25:11,  1.86it/s]
Training 2/3 epoch (loss 0.0458):  41%|████      | 6558/16050 [1:13:57<1:25:11,  1.86it/s]
Training 2/3 epoch (loss 0.0458):  41%|████      | 6559/16050 [1:13:57<1:15:45,  2.09it/s]
Training 2/3 epoch (loss 0.2328):  41%|████      | 6559/16050 [1:13:58<1:15:45,  2.09it/s]
Training 2/3 epoch (loss 0.2328):  41%|████      | 6560/16050 [1:13:58<1:24:15,  1.88it/s]
Training 2/3 epoch (loss 0.0069):  41%|████      | 6560/16050 [1:13:59<1:24:15,  1.88it/s]
Training 2/3 epoch (loss 0.0069):  41%|████      | 6561/16050 [1:13:59<1:25:15,  1.86it/s]
Training 2/3 epoch (loss 0.4002):  41%|████      | 6561/16050 [1:13:59<1:25:15,  1.86it/s]
Training 2/3 epoch (loss 0.4002):  41%|████      | 6562/16050 [1:13:59<1:19:58,  1.98it/s]
Training 2/3 epoch (loss 0.2526):  41%|████      | 6562/16050 [1:14:01<1:19:58,  1.98it/s]
Training 2/3 epoch (loss 0.2526):  41%|████      | 6563/16050 [1:14:01<2:42:32,  1.03s/it]
Training 2/3 epoch (loss 0.0004):  41%|████      | 6563/16050 [1:14:02<2:42:32,  1.03s/it]
Training 2/3 epoch (loss 0.0004):  41%|████      | 6564/16050 [1:14:02<2:14:20,  1.18it/s]
Training 2/3 epoch (loss 0.3009):  41%|████      | 6564/16050 [1:14:02<2:14:20,  1.18it/s]
Training 2/3 epoch (loss 0.3009):  41%|████      | 6565/16050 [1:14:02<2:08:01,  1.23it/s]
Training 2/3 epoch (loss 0.0013):  41%|████      | 6565/16050 [1:14:03<2:08:01,  1.23it/s]
Training 2/3 epoch (loss 0.0013):  41%|████      | 6566/16050 [1:14:03<1:48:53,  1.45it/s]
Training 2/3 epoch (loss 0.0009):  41%|████      | 6566/16050 [1:14:03<1:48:53,  1.45it/s]
Training 2/3 epoch (loss 0.0009):  41%|████      | 6567/16050 [1:14:03<1:35:33,  1.65it/s]
Training 2/3 epoch (loss 0.1593):  41%|████      | 6567/16050 [1:14:04<1:35:33,  1.65it/s]
Training 2/3 epoch (loss 0.1593):  41%|████      | 6568/16050 [1:14:04<1:44:59,  1.51it/s]
Training 2/3 epoch (loss 0.0391):  41%|████      | 6568/16050 [1:14:05<1:44:59,  1.51it/s]
Training 2/3 epoch (loss 0.0391):  41%|████      | 6569/16050 [1:14:05<1:48:40,  1.45it/s]
Training 2/3 epoch (loss 0.0887):  41%|████      | 6569/16050 [1:14:06<1:48:40,  1.45it/s]
Training 2/3 epoch (loss 0.0887):  41%|████      | 6570/16050 [1:14:06<1:57:04,  1.35it/s]
Training 2/3 epoch (loss 0.3871):  41%|████      | 6570/16050 [1:14:06<1:57:04,  1.35it/s]
Training 2/3 epoch (loss 0.3871):  41%|████      | 6571/16050 [1:14:06<1:36:32,  1.64it/s]
Training 2/3 epoch (loss 0.0397):  41%|████      | 6571/16050 [1:14:06<1:36:32,  1.64it/s]
Training 2/3 epoch (loss 0.0397):  41%|████      | 6572/16050 [1:14:06<1:29:26,  1.77it/s]
Training 2/3 epoch (loss 0.4276):  41%|████      | 6572/16050 [1:14:07<1:29:26,  1.77it/s]
Training 2/3 epoch (loss 0.4276):  41%|████      | 6573/16050 [1:14:07<1:17:24,  2.04it/s]
Training 2/3 epoch (loss 0.0241):  41%|████      | 6573/16050 [1:14:07<1:17:24,  2.04it/s]
Training 2/3 epoch (loss 0.0241):  41%|████      | 6574/16050 [1:14:07<1:22:01,  1.93it/s]
Training 2/3 epoch (loss 0.0075):  41%|████      | 6574/16050 [1:14:08<1:22:01,  1.93it/s]
Training 2/3 epoch (loss 0.0075):  41%|████      | 6575/16050 [1:14:08<1:40:40,  1.57it/s]
Training 2/3 epoch (loss 0.1202):  41%|████      | 6575/16050 [1:14:09<1:40:40,  1.57it/s]
Training 2/3 epoch (loss 0.1202):  41%|████      | 6576/16050 [1:14:09<2:00:52,  1.31it/s]
Training 2/3 epoch (loss 0.0360):  41%|████      | 6576/16050 [1:14:10<2:00:52,  1.31it/s]
Training 2/3 epoch (loss 0.0360):  41%|████      | 6577/16050 [1:14:10<2:03:14,  1.28it/s]
Training 2/3 epoch (loss 0.0023):  41%|████      | 6577/16050 [1:14:11<2:03:14,  1.28it/s]
Training 2/3 epoch (loss 0.0023):  41%|████      | 6578/16050 [1:14:11<1:49:02,  1.45it/s]
Training 2/3 epoch (loss 0.4021):  41%|████      | 6578/16050 [1:14:11<1:49:02,  1.45it/s]
Training 2/3 epoch (loss 0.4021):  41%|████      | 6579/16050 [1:14:11<1:49:18,  1.44it/s]
Training 2/3 epoch (loss 0.0008):  41%|████      | 6579/16050 [1:14:12<1:49:18,  1.44it/s]
Training 2/3 epoch (loss 0.0008):  41%|████      | 6580/16050 [1:14:12<1:37:03,  1.63it/s]
Training 2/3 epoch (loss 0.2879):  41%|████      | 6580/16050 [1:14:14<1:37:03,  1.63it/s]
Training 2/3 epoch (loss 0.2879):  41%|████      | 6581/16050 [1:14:14<2:58:46,  1.13s/it]
Training 2/3 epoch (loss 0.0018):  41%|████      | 6581/16050 [1:14:15<2:58:46,  1.13s/it]
Training 2/3 epoch (loss 0.0018):  41%|████      | 6582/16050 [1:14:15<2:30:42,  1.05it/s]
Training 2/3 epoch (loss 0.4740):  41%|████      | 6582/16050 [1:14:15<2:30:42,  1.05it/s]
Training 2/3 epoch (loss 0.4740):  41%|████      | 6583/16050 [1:14:15<2:04:37,  1.27it/s]
Training 2/3 epoch (loss 0.8765):  41%|████      | 6583/16050 [1:14:15<2:04:37,  1.27it/s]
Training 2/3 epoch (loss 0.8765):  41%|████      | 6584/16050 [1:14:15<1:42:00,  1.55it/s]
Training 2/3 epoch (loss 0.1286):  41%|████      | 6584/16050 [1:14:16<1:42:00,  1.55it/s]
Training 2/3 epoch (loss 0.1286):  41%|████      | 6585/16050 [1:14:16<1:31:20,  1.73it/s]
Training 2/3 epoch (loss 0.0355):  41%|████      | 6585/16050 [1:14:17<1:31:20,  1.73it/s]
Training 2/3 epoch (loss 0.0355):  41%|████      | 6586/16050 [1:14:17<1:42:41,  1.54it/s]
Training 2/3 epoch (loss 0.0042):  41%|████      | 6586/16050 [1:14:17<1:42:41,  1.54it/s]
Training 2/3 epoch (loss 0.0042):  41%|████      | 6587/16050 [1:14:17<1:32:38,  1.70it/s]
Training 2/3 epoch (loss 0.0284):  41%|████      | 6587/16050 [1:14:17<1:32:38,  1.70it/s]
Training 2/3 epoch (loss 0.0284):  41%|████      | 6588/16050 [1:14:17<1:26:47,  1.82it/s]
Training 2/3 epoch (loss 0.0736):  41%|████      | 6588/16050 [1:14:18<1:26:47,  1.82it/s]
Training 2/3 epoch (loss 0.0736):  41%|████      | 6589/16050 [1:14:18<1:30:12,  1.75it/s]
Training 2/3 epoch (loss 0.0015):  41%|████      | 6589/16050 [1:14:19<1:30:12,  1.75it/s]
Training 2/3 epoch (loss 0.0015):  41%|████      | 6590/16050 [1:14:19<1:26:32,  1.82it/s]
Training 2/3 epoch (loss 0.0467):  41%|████      | 6590/16050 [1:14:19<1:26:32,  1.82it/s]
Training 2/3 epoch (loss 0.0467):  41%|████      | 6591/16050 [1:14:19<1:29:46,  1.76it/s]
Training 2/3 epoch (loss 0.0330):  41%|████      | 6591/16050 [1:14:20<1:29:46,  1.76it/s]
Training 2/3 epoch (loss 0.0330):  41%|████      | 6592/16050 [1:14:20<1:22:47,  1.90it/s]
Training 2/3 epoch (loss 0.0846):  41%|████      | 6592/16050 [1:14:20<1:22:47,  1.90it/s]
Training 2/3 epoch (loss 0.0846):  41%|████      | 6593/16050 [1:14:20<1:26:42,  1.82it/s]
Training 2/3 epoch (loss 0.4243):  41%|████      | 6593/16050 [1:14:21<1:26:42,  1.82it/s]
Training 2/3 epoch (loss 0.4243):  41%|████      | 6594/16050 [1:14:21<1:19:25,  1.98it/s]
Training 2/3 epoch (loss 0.3129):  41%|████      | 6594/16050 [1:14:21<1:19:25,  1.98it/s]
Training 2/3 epoch (loss 0.3129):  41%|████      | 6595/16050 [1:14:21<1:12:17,  2.18it/s]
Training 2/3 epoch (loss 0.0050):  41%|████      | 6595/16050 [1:14:21<1:12:17,  2.18it/s]
Training 2/3 epoch (loss 0.0050):  41%|████      | 6596/16050 [1:14:21<1:10:18,  2.24it/s]
Training 2/3 epoch (loss 0.4598):  41%|████      | 6596/16050 [1:14:22<1:10:18,  2.24it/s]
Training 2/3 epoch (loss 0.4598):  41%|████      | 6597/16050 [1:14:22<1:11:46,  2.19it/s]
Training 2/3 epoch (loss 0.0361):  41%|████      | 6597/16050 [1:14:22<1:11:46,  2.19it/s]
Training 2/3 epoch (loss 0.0361):  41%|████      | 6598/16050 [1:14:22<1:16:13,  2.07it/s]
Training 2/3 epoch (loss 0.0103):  41%|████      | 6598/16050 [1:14:23<1:16:13,  2.07it/s]
Training 2/3 epoch (loss 0.0103):  41%|████      | 6599/16050 [1:14:23<1:15:05,  2.10it/s]
Training 2/3 epoch (loss 0.0002):  41%|████      | 6599/16050 [1:14:23<1:15:05,  2.10it/s]
Training 2/3 epoch (loss 0.0002):  41%|████      | 6600/16050 [1:14:23<1:16:31,  2.06it/s]
Training 2/3 epoch (loss 0.0004):  41%|████      | 6600/16050 [1:14:24<1:16:31,  2.06it/s]
Training 2/3 epoch (loss 0.0004):  41%|████      | 6601/16050 [1:14:24<1:15:39,  2.08it/s]
Training 2/3 epoch (loss 0.2172):  41%|████      | 6601/16050 [1:14:24<1:15:39,  2.08it/s]
Training 2/3 epoch (loss 0.2172):  41%|████      | 6602/16050 [1:14:24<1:20:50,  1.95it/s]
Training 2/3 epoch (loss 0.0113):  41%|████      | 6602/16050 [1:14:25<1:20:50,  1.95it/s]
Training 2/3 epoch (loss 0.0113):  41%|████      | 6603/16050 [1:14:25<1:44:50,  1.50it/s]
Training 2/3 epoch (loss 0.5973):  41%|████      | 6603/16050 [1:14:26<1:44:50,  1.50it/s]
Training 2/3 epoch (loss 0.5973):  41%|████      | 6604/16050 [1:14:26<1:57:55,  1.33it/s]
Training 2/3 epoch (loss 0.0119):  41%|████      | 6604/16050 [1:14:27<1:57:55,  1.33it/s]
Training 2/3 epoch (loss 0.0119):  41%|████      | 6605/16050 [1:14:27<1:48:40,  1.45it/s]
Training 2/3 epoch (loss 0.2089):  41%|████      | 6605/16050 [1:14:28<1:48:40,  1.45it/s]
Training 2/3 epoch (loss 0.2089):  41%|████      | 6606/16050 [1:14:28<1:44:00,  1.51it/s]
Training 2/3 epoch (loss 0.0338):  41%|████      | 6606/16050 [1:14:28<1:44:00,  1.51it/s]
Training 2/3 epoch (loss 0.0338):  41%|████      | 6607/16050 [1:14:28<1:41:32,  1.55it/s]
Training 2/3 epoch (loss 0.0142):  41%|████      | 6607/16050 [1:14:29<1:41:32,  1.55it/s]
Training 2/3 epoch (loss 0.0142):  41%|████      | 6608/16050 [1:14:29<1:35:27,  1.65it/s]
Training 2/3 epoch (loss 0.0073):  41%|████      | 6608/16050 [1:14:29<1:35:27,  1.65it/s]
Training 2/3 epoch (loss 0.0073):  41%|████      | 6609/16050 [1:14:29<1:38:31,  1.60it/s]
Training 2/3 epoch (loss 0.5198):  41%|████      | 6609/16050 [1:14:30<1:38:31,  1.60it/s]
Training 2/3 epoch (loss 0.5198):  41%|████      | 6610/16050 [1:14:30<1:40:21,  1.57it/s]
Training 2/3 epoch (loss 0.0263):  41%|████      | 6610/16050 [1:14:31<1:40:21,  1.57it/s]
Training 2/3 epoch (loss 0.0263):  41%|████      | 6611/16050 [1:14:31<1:35:07,  1.65it/s]
Training 2/3 epoch (loss 0.0011):  41%|████      | 6611/16050 [1:14:31<1:35:07,  1.65it/s]
Training 2/3 epoch (loss 0.0011):  41%|████      | 6612/16050 [1:14:31<1:26:27,  1.82it/s]
Training 2/3 epoch (loss 0.3886):  41%|████      | 6612/16050 [1:14:32<1:26:27,  1.82it/s]
Training 2/3 epoch (loss 0.3886):  41%|████      | 6613/16050 [1:14:32<1:27:45,  1.79it/s]
Training 2/3 epoch (loss 0.0532):  41%|████      | 6613/16050 [1:14:32<1:27:45,  1.79it/s]
Training 2/3 epoch (loss 0.0532):  41%|████      | 6614/16050 [1:14:32<1:41:27,  1.55it/s]
Training 2/3 epoch (loss 0.0096):  41%|████      | 6614/16050 [1:14:33<1:41:27,  1.55it/s]
Training 2/3 epoch (loss 0.0096):  41%|████      | 6615/16050 [1:14:33<1:34:12,  1.67it/s]
Training 2/3 epoch (loss 0.0020):  41%|████      | 6615/16050 [1:14:33<1:34:12,  1.67it/s]
Training 2/3 epoch (loss 0.0020):  41%|████      | 6616/16050 [1:14:33<1:27:50,  1.79it/s]
Training 2/3 epoch (loss 0.1001):  41%|████      | 6616/16050 [1:14:34<1:27:50,  1.79it/s]
Training 2/3 epoch (loss 0.1001):  41%|████      | 6617/16050 [1:14:34<1:35:21,  1.65it/s]
Training 2/3 epoch (loss 0.0021):  41%|████      | 6617/16050 [1:14:35<1:35:21,  1.65it/s]
Training 2/3 epoch (loss 0.0021):  41%|████      | 6618/16050 [1:14:35<1:26:25,  1.82it/s]
Training 2/3 epoch (loss 0.0021):  41%|████      | 6618/16050 [1:14:35<1:26:25,  1.82it/s]
Training 2/3 epoch (loss 0.0021):  41%|████      | 6619/16050 [1:14:35<1:18:25,  2.00it/s]
Training 2/3 epoch (loss 0.0072):  41%|████      | 6619/16050 [1:14:35<1:18:25,  2.00it/s]
Training 2/3 epoch (loss 0.0072):  41%|████      | 6620/16050 [1:14:35<1:13:47,  2.13it/s]
Training 2/3 epoch (loss 0.0028):  41%|████      | 6620/16050 [1:14:36<1:13:47,  2.13it/s]
Training 2/3 epoch (loss 0.0028):  41%|████▏     | 6621/16050 [1:14:36<1:16:52,  2.04it/s]
Training 2/3 epoch (loss 0.3262):  41%|████▏     | 6621/16050 [1:14:36<1:16:52,  2.04it/s]
Training 2/3 epoch (loss 0.3262):  41%|████▏     | 6622/16050 [1:14:36<1:22:52,  1.90it/s]
Training 2/3 epoch (loss 0.0210):  41%|████▏     | 6622/16050 [1:14:37<1:22:52,  1.90it/s]
Training 2/3 epoch (loss 0.0210):  41%|████▏     | 6623/16050 [1:14:37<1:17:29,  2.03it/s]
Training 2/3 epoch (loss 0.0393):  41%|████▏     | 6623/16050 [1:14:38<1:17:29,  2.03it/s]
Training 2/3 epoch (loss 0.0393):  41%|████▏     | 6624/16050 [1:14:38<1:25:39,  1.83it/s]
Training 2/3 epoch (loss 0.6812):  41%|████▏     | 6624/16050 [1:14:38<1:25:39,  1.83it/s]
Training 2/3 epoch (loss 0.6812):  41%|████▏     | 6625/16050 [1:14:38<1:21:28,  1.93it/s]
Training 2/3 epoch (loss 0.0080):  41%|████▏     | 6625/16050 [1:14:38<1:21:28,  1.93it/s]
Training 2/3 epoch (loss 0.0080):  41%|████▏     | 6626/16050 [1:14:38<1:20:47,  1.94it/s]
Training 2/3 epoch (loss 0.0351):  41%|████▏     | 6626/16050 [1:14:39<1:20:47,  1.94it/s]
Training 2/3 epoch (loss 0.0351):  41%|████▏     | 6627/16050 [1:14:39<1:15:13,  2.09it/s]
Training 2/3 epoch (loss 0.4463):  41%|████▏     | 6627/16050 [1:14:39<1:15:13,  2.09it/s]
Training 2/3 epoch (loss 0.4463):  41%|████▏     | 6628/16050 [1:14:39<1:11:47,  2.19it/s]
Training 2/3 epoch (loss 0.4378):  41%|████▏     | 6628/16050 [1:14:40<1:11:47,  2.19it/s]
Training 2/3 epoch (loss 0.4378):  41%|████▏     | 6629/16050 [1:14:40<1:12:02,  2.18it/s]
Training 2/3 epoch (loss 0.0007):  41%|████▏     | 6629/16050 [1:14:40<1:12:02,  2.18it/s]
Training 2/3 epoch (loss 0.0007):  41%|████▏     | 6630/16050 [1:14:40<1:08:47,  2.28it/s]
Training 2/3 epoch (loss 0.2519):  41%|████▏     | 6630/16050 [1:14:40<1:08:47,  2.28it/s]
Training 2/3 epoch (loss 0.2519):  41%|████▏     | 6631/16050 [1:14:40<1:04:33,  2.43it/s]
Training 2/3 epoch (loss 0.0077):  41%|████▏     | 6631/16050 [1:14:41<1:04:33,  2.43it/s]
Training 2/3 epoch (loss 0.0077):  41%|████▏     | 6632/16050 [1:14:41<1:09:48,  2.25it/s]
Training 2/3 epoch (loss 0.5377):  41%|████▏     | 6632/16050 [1:14:42<1:09:48,  2.25it/s]
Training 2/3 epoch (loss 0.5377):  41%|████▏     | 6633/16050 [1:14:42<1:21:53,  1.92it/s]
Training 2/3 epoch (loss 0.2435):  41%|████▏     | 6633/16050 [1:14:44<1:21:53,  1.92it/s]
Training 2/3 epoch (loss 0.2435):  41%|████▏     | 6634/16050 [1:14:44<2:47:29,  1.07s/it]
Training 2/3 epoch (loss 0.0021):  41%|████▏     | 6634/16050 [1:14:45<2:47:29,  1.07s/it]
Training 2/3 epoch (loss 0.0021):  41%|████▏     | 6635/16050 [1:14:45<2:19:21,  1.13it/s]
Training 2/3 epoch (loss 0.0411):  41%|████▏     | 6635/16050 [1:14:45<2:19:21,  1.13it/s]
Training 2/3 epoch (loss 0.0411):  41%|████▏     | 6636/16050 [1:14:45<2:10:35,  1.20it/s]
Training 2/3 epoch (loss 0.0494):  41%|████▏     | 6636/16050 [1:14:46<2:10:35,  1.20it/s]
Training 2/3 epoch (loss 0.0494):  41%|████▏     | 6637/16050 [1:14:46<2:02:02,  1.29it/s]
Training 2/3 epoch (loss 0.4648):  41%|████▏     | 6637/16050 [1:14:47<2:02:02,  1.29it/s]
Training 2/3 epoch (loss 0.4648):  41%|████▏     | 6638/16050 [1:14:47<2:24:09,  1.09it/s]
Training 2/3 epoch (loss 0.0753):  41%|████▏     | 6638/16050 [1:14:48<2:24:09,  1.09it/s]
Training 2/3 epoch (loss 0.0753):  41%|████▏     | 6639/16050 [1:14:48<2:02:52,  1.28it/s]
Training 2/3 epoch (loss 0.0003):  41%|████▏     | 6639/16050 [1:14:48<2:02:52,  1.28it/s]
Training 2/3 epoch (loss 0.0003):  41%|████▏     | 6640/16050 [1:14:48<1:40:36,  1.56it/s]
Training 2/3 epoch (loss 0.0493):  41%|████▏     | 6640/16050 [1:14:48<1:40:36,  1.56it/s]
Training 2/3 epoch (loss 0.0493):  41%|████▏     | 6641/16050 [1:14:48<1:32:41,  1.69it/s]
Training 2/3 epoch (loss 0.0002):  41%|████▏     | 6641/16050 [1:14:49<1:32:41,  1.69it/s]
Training 2/3 epoch (loss 0.0002):  41%|████▏     | 6642/16050 [1:14:49<1:35:53,  1.64it/s]
Training 2/3 epoch (loss 0.4365):  41%|████▏     | 6642/16050 [1:14:50<1:35:53,  1.64it/s]
Training 2/3 epoch (loss 0.4365):  41%|████▏     | 6643/16050 [1:14:50<1:29:21,  1.75it/s]
Training 2/3 epoch (loss 0.0002):  41%|████▏     | 6643/16050 [1:14:50<1:29:21,  1.75it/s]
Training 2/3 epoch (loss 0.0002):  41%|████▏     | 6644/16050 [1:14:50<1:35:01,  1.65it/s]
Training 2/3 epoch (loss 0.0209):  41%|████▏     | 6644/16050 [1:14:51<1:35:01,  1.65it/s]
Training 2/3 epoch (loss 0.0209):  41%|████▏     | 6645/16050 [1:14:51<1:31:49,  1.71it/s]
Training 2/3 epoch (loss 0.0833):  41%|████▏     | 6645/16050 [1:14:53<1:31:49,  1.71it/s]
Training 2/3 epoch (loss 0.0833):  41%|████▏     | 6646/16050 [1:14:53<2:54:19,  1.11s/it]
Training 2/3 epoch (loss 0.0089):  41%|████▏     | 6646/16050 [1:14:54<2:54:19,  1.11s/it]
Training 2/3 epoch (loss 0.0089):  41%|████▏     | 6647/16050 [1:14:54<2:24:05,  1.09it/s]
Training 2/3 epoch (loss 0.0316):  41%|████▏     | 6647/16050 [1:14:54<2:24:05,  1.09it/s]
Training 2/3 epoch (loss 0.0316):  41%|████▏     | 6648/16050 [1:14:54<2:01:23,  1.29it/s]
Training 2/3 epoch (loss 0.0158):  41%|████▏     | 6648/16050 [1:14:54<2:01:23,  1.29it/s]
Training 2/3 epoch (loss 0.0158):  41%|████▏     | 6649/16050 [1:14:54<1:44:01,  1.51it/s]
Training 2/3 epoch (loss 0.0020):  41%|████▏     | 6649/16050 [1:14:55<1:44:01,  1.51it/s]
Training 2/3 epoch (loss 0.0020):  41%|████▏     | 6650/16050 [1:14:55<1:29:06,  1.76it/s]
Training 2/3 epoch (loss 0.0085):  41%|████▏     | 6650/16050 [1:14:55<1:29:06,  1.76it/s]
Training 2/3 epoch (loss 0.0085):  41%|████▏     | 6651/16050 [1:14:55<1:30:31,  1.73it/s]
Training 2/3 epoch (loss 0.0459):  41%|████▏     | 6651/16050 [1:14:56<1:30:31,  1.73it/s]
Training 2/3 epoch (loss 0.0459):  41%|████▏     | 6652/16050 [1:14:56<1:37:29,  1.61it/s]
Training 2/3 epoch (loss 0.0124):  41%|████▏     | 6652/16050 [1:14:57<1:37:29,  1.61it/s]
Training 2/3 epoch (loss 0.0124):  41%|████▏     | 6653/16050 [1:14:57<1:39:42,  1.57it/s]
Training 2/3 epoch (loss 0.3434):  41%|████▏     | 6653/16050 [1:14:58<1:39:42,  1.57it/s]
Training 2/3 epoch (loss 0.3434):  41%|████▏     | 6654/16050 [1:14:58<1:46:15,  1.47it/s]
Training 2/3 epoch (loss 0.0492):  41%|████▏     | 6654/16050 [1:14:58<1:46:15,  1.47it/s]
Training 2/3 epoch (loss 0.0492):  41%|████▏     | 6655/16050 [1:14:58<1:43:46,  1.51it/s]
Training 2/3 epoch (loss 0.0270):  41%|████▏     | 6655/16050 [1:14:59<1:43:46,  1.51it/s]
Training 2/3 epoch (loss 0.0270):  41%|████▏     | 6656/16050 [1:14:59<1:32:02,  1.70it/s]
Training 2/3 epoch (loss 0.1179):  41%|████▏     | 6656/16050 [1:14:59<1:32:02,  1.70it/s]
Training 2/3 epoch (loss 0.1179):  41%|████▏     | 6657/16050 [1:14:59<1:35:35,  1.64it/s]
Training 2/3 epoch (loss 0.0001):  41%|████▏     | 6657/16050 [1:15:00<1:35:35,  1.64it/s]
Training 2/3 epoch (loss 0.0001):  41%|████▏     | 6658/16050 [1:15:00<1:47:37,  1.45it/s]
Training 2/3 epoch (loss 0.3501):  41%|████▏     | 6658/16050 [1:15:00<1:47:37,  1.45it/s]
Training 2/3 epoch (loss 0.3501):  41%|████▏     | 6659/16050 [1:15:00<1:32:32,  1.69it/s]
Training 2/3 epoch (loss 0.0086):  41%|████▏     | 6659/16050 [1:15:01<1:32:32,  1.69it/s]
Training 2/3 epoch (loss 0.0086):  41%|████▏     | 6660/16050 [1:15:01<1:32:06,  1.70it/s]
Training 2/3 epoch (loss 0.0205):  41%|████▏     | 6660/16050 [1:15:01<1:32:06,  1.70it/s]
Training 2/3 epoch (loss 0.0205):  42%|████▏     | 6661/16050 [1:15:01<1:26:09,  1.82it/s]
Training 2/3 epoch (loss 0.0011):  42%|████▏     | 6661/16050 [1:15:02<1:26:09,  1.82it/s]
Training 2/3 epoch (loss 0.0011):  42%|████▏     | 6662/16050 [1:15:02<1:14:40,  2.10it/s]
Training 2/3 epoch (loss 0.0036):  42%|████▏     | 6662/16050 [1:15:02<1:14:40,  2.10it/s]
Training 2/3 epoch (loss 0.0036):  42%|████▏     | 6663/16050 [1:15:02<1:14:31,  2.10it/s]
Training 2/3 epoch (loss 0.0014):  42%|████▏     | 6663/16050 [1:15:03<1:14:31,  2.10it/s]
Training 2/3 epoch (loss 0.0014):  42%|████▏     | 6664/16050 [1:15:03<1:13:18,  2.13it/s]
Training 2/3 epoch (loss 0.4370):  42%|████▏     | 6664/16050 [1:15:03<1:13:18,  2.13it/s]
Training 2/3 epoch (loss 0.4370):  42%|████▏     | 6665/16050 [1:15:03<1:12:38,  2.15it/s]
Training 2/3 epoch (loss 0.0261):  42%|████▏     | 6665/16050 [1:15:04<1:12:38,  2.15it/s]
Training 2/3 epoch (loss 0.0261):  42%|████▏     | 6666/16050 [1:15:04<1:15:04,  2.08it/s]
Training 2/3 epoch (loss 0.0813):  42%|████▏     | 6666/16050 [1:15:04<1:15:04,  2.08it/s]
Training 2/3 epoch (loss 0.0813):  42%|████▏     | 6667/16050 [1:15:04<1:13:42,  2.12it/s]
Training 2/3 epoch (loss 0.6694):  42%|████▏     | 6667/16050 [1:15:05<1:13:42,  2.12it/s]
Training 2/3 epoch (loss 0.6694):  42%|████▏     | 6668/16050 [1:15:05<1:10:37,  2.21it/s]
Training 2/3 epoch (loss 0.0262):  42%|████▏     | 6668/16050 [1:15:05<1:10:37,  2.21it/s]
Training 2/3 epoch (loss 0.0262):  42%|████▏     | 6669/16050 [1:15:05<1:18:28,  1.99it/s]
Training 2/3 epoch (loss 0.0640):  42%|████▏     | 6669/16050 [1:15:06<1:18:28,  1.99it/s]
Training 2/3 epoch (loss 0.0640):  42%|████▏     | 6670/16050 [1:15:06<1:14:39,  2.09it/s]
Training 2/3 epoch (loss 0.0094):  42%|████▏     | 6670/16050 [1:15:06<1:14:39,  2.09it/s]
Training 2/3 epoch (loss 0.0094):  42%|████▏     | 6671/16050 [1:15:06<1:13:06,  2.14it/s]
Training 2/3 epoch (loss 0.1383):  42%|████▏     | 6671/16050 [1:15:07<1:13:06,  2.14it/s]
Training 2/3 epoch (loss 0.1383):  42%|████▏     | 6672/16050 [1:15:07<1:20:15,  1.95it/s]
Training 2/3 epoch (loss 0.0108):  42%|████▏     | 6672/16050 [1:15:07<1:20:15,  1.95it/s]
Training 2/3 epoch (loss 0.0108):  42%|████▏     | 6673/16050 [1:15:07<1:13:18,  2.13it/s]
Training 2/3 epoch (loss 0.0382):  42%|████▏     | 6673/16050 [1:15:08<1:13:18,  2.13it/s]
Training 2/3 epoch (loss 0.0382):  42%|████▏     | 6674/16050 [1:15:08<1:19:02,  1.98it/s]
Training 2/3 epoch (loss 0.0120):  42%|████▏     | 6674/16050 [1:15:08<1:19:02,  1.98it/s]
Training 2/3 epoch (loss 0.0120):  42%|████▏     | 6675/16050 [1:15:08<1:09:24,  2.25it/s]
Training 2/3 epoch (loss 0.0955):  42%|████▏     | 6675/16050 [1:15:09<1:09:24,  2.25it/s]
Training 2/3 epoch (loss 0.0955):  42%|████▏     | 6676/16050 [1:15:09<1:26:38,  1.80it/s]
Training 2/3 epoch (loss 0.3706):  42%|████▏     | 6676/16050 [1:15:09<1:26:38,  1.80it/s]
Training 2/3 epoch (loss 0.3706):  42%|████▏     | 6677/16050 [1:15:09<1:20:36,  1.94it/s]
Training 2/3 epoch (loss 0.1554):  42%|████▏     | 6677/16050 [1:15:10<1:20:36,  1.94it/s]
Training 2/3 epoch (loss 0.1554):  42%|████▏     | 6678/16050 [1:15:10<1:21:27,  1.92it/s]
Training 2/3 epoch (loss 0.0064):  42%|████▏     | 6678/16050 [1:15:10<1:21:27,  1.92it/s]
Training 2/3 epoch (loss 0.0064):  42%|████▏     | 6679/16050 [1:15:10<1:15:10,  2.08it/s]
Training 2/3 epoch (loss 0.0382):  42%|████▏     | 6679/16050 [1:15:10<1:15:10,  2.08it/s]
Training 2/3 epoch (loss 0.0382):  42%|████▏     | 6680/16050 [1:15:10<1:11:49,  2.17it/s]
Training 2/3 epoch (loss 0.1495):  42%|████▏     | 6680/16050 [1:15:11<1:11:49,  2.17it/s]
Training 2/3 epoch (loss 0.1495):  42%|████▏     | 6681/16050 [1:15:11<1:22:29,  1.89it/s]
Training 2/3 epoch (loss 0.1791):  42%|████▏     | 6681/16050 [1:15:14<1:22:29,  1.89it/s]
Training 2/3 epoch (loss 0.1791):  42%|████▏     | 6682/16050 [1:15:14<2:47:54,  1.08s/it]
Training 2/3 epoch (loss 0.0108):  42%|████▏     | 6682/16050 [1:15:14<2:47:54,  1.08s/it]
Training 2/3 epoch (loss 0.0108):  42%|████▏     | 6683/16050 [1:15:14<2:20:07,  1.11it/s]
Training 2/3 epoch (loss 0.0020):  42%|████▏     | 6683/16050 [1:15:15<2:20:07,  1.11it/s]
Training 2/3 epoch (loss 0.0020):  42%|████▏     | 6684/16050 [1:15:15<2:21:10,  1.11it/s]
Training 2/3 epoch (loss 0.2604):  42%|████▏     | 6684/16050 [1:15:16<2:21:10,  1.11it/s]
Training 2/3 epoch (loss 0.2604):  42%|████▏     | 6685/16050 [1:15:16<2:07:14,  1.23it/s]
Training 2/3 epoch (loss 0.0171):  42%|████▏     | 6685/16050 [1:15:16<2:07:14,  1.23it/s]
Training 2/3 epoch (loss 0.0171):  42%|████▏     | 6686/16050 [1:15:16<1:54:04,  1.37it/s]
Training 2/3 epoch (loss 0.1914):  42%|████▏     | 6686/16050 [1:15:17<1:54:04,  1.37it/s]
Training 2/3 epoch (loss 0.1914):  42%|████▏     | 6687/16050 [1:15:17<1:40:48,  1.55it/s]
Training 2/3 epoch (loss 0.0064):  42%|████▏     | 6687/16050 [1:15:17<1:40:48,  1.55it/s]
Training 2/3 epoch (loss 0.0064):  42%|████▏     | 6688/16050 [1:15:17<1:38:56,  1.58it/s]
Training 2/3 epoch (loss 0.5399):  42%|████▏     | 6688/16050 [1:15:18<1:38:56,  1.58it/s]
Training 2/3 epoch (loss 0.5399):  42%|████▏     | 6689/16050 [1:15:18<1:38:10,  1.59it/s]
Training 2/3 epoch (loss 0.0397):  42%|████▏     | 6689/16050 [1:15:18<1:38:10,  1.59it/s]
Training 2/3 epoch (loss 0.0397):  42%|████▏     | 6690/16050 [1:15:18<1:38:59,  1.58it/s]
Training 2/3 epoch (loss 0.0062):  42%|████▏     | 6690/16050 [1:15:19<1:38:59,  1.58it/s]
Training 2/3 epoch (loss 0.0062):  42%|████▏     | 6691/16050 [1:15:19<1:28:58,  1.75it/s]
Training 2/3 epoch (loss 0.0002):  42%|████▏     | 6691/16050 [1:15:19<1:28:58,  1.75it/s]
Training 2/3 epoch (loss 0.0002):  42%|████▏     | 6692/16050 [1:15:19<1:18:08,  2.00it/s]
Training 2/3 epoch (loss 0.0038):  42%|████▏     | 6692/16050 [1:15:20<1:18:08,  2.00it/s]
Training 2/3 epoch (loss 0.0038):  42%|████▏     | 6693/16050 [1:15:20<1:18:41,  1.98it/s]
Training 2/3 epoch (loss 0.0116):  42%|████▏     | 6693/16050 [1:15:20<1:18:41,  1.98it/s]
Training 2/3 epoch (loss 0.0116):  42%|████▏     | 6694/16050 [1:15:20<1:28:13,  1.77it/s]
Training 2/3 epoch (loss 0.2216):  42%|████▏     | 6694/16050 [1:15:21<1:28:13,  1.77it/s]
Training 2/3 epoch (loss 0.2216):  42%|████▏     | 6695/16050 [1:15:21<1:40:21,  1.55it/s]
Training 2/3 epoch (loss 0.0726):  42%|████▏     | 6695/16050 [1:15:22<1:40:21,  1.55it/s]
Training 2/3 epoch (loss 0.0726):  42%|████▏     | 6696/16050 [1:15:22<1:41:58,  1.53it/s]
Training 2/3 epoch (loss 0.4813):  42%|████▏     | 6696/16050 [1:15:22<1:41:58,  1.53it/s]
Training 2/3 epoch (loss 0.4813):  42%|████▏     | 6697/16050 [1:15:22<1:32:51,  1.68it/s]
Training 2/3 epoch (loss 0.8543):  42%|████▏     | 6697/16050 [1:15:23<1:32:51,  1.68it/s]
Training 2/3 epoch (loss 0.8543):  42%|████▏     | 6698/16050 [1:15:23<1:23:40,  1.86it/s]
Training 2/3 epoch (loss 0.0886):  42%|████▏     | 6698/16050 [1:15:23<1:23:40,  1.86it/s]
Training 2/3 epoch (loss 0.0886):  42%|████▏     | 6699/16050 [1:15:23<1:29:06,  1.75it/s]
Training 2/3 epoch (loss 0.0017):  42%|████▏     | 6699/16050 [1:15:24<1:29:06,  1.75it/s]
Training 2/3 epoch (loss 0.0017):  42%|████▏     | 6700/16050 [1:15:24<1:32:51,  1.68it/s]
Training 2/3 epoch (loss 0.0144):  42%|████▏     | 6700/16050 [1:15:25<1:32:51,  1.68it/s]
Training 2/3 epoch (loss 0.0144):  42%|████▏     | 6701/16050 [1:15:25<1:32:46,  1.68it/s]
Training 2/3 epoch (loss 0.0154):  42%|████▏     | 6701/16050 [1:15:25<1:32:46,  1.68it/s]
Training 2/3 epoch (loss 0.0154):  42%|████▏     | 6702/16050 [1:15:25<1:22:21,  1.89it/s]
Training 2/3 epoch (loss 0.3017):  42%|████▏     | 6702/16050 [1:15:25<1:22:21,  1.89it/s]
Training 2/3 epoch (loss 0.3017):  42%|████▏     | 6703/16050 [1:15:25<1:19:58,  1.95it/s]
Training 2/3 epoch (loss 0.5194):  42%|████▏     | 6703/16050 [1:15:26<1:19:58,  1.95it/s]
Training 2/3 epoch (loss 0.5194):  42%|████▏     | 6704/16050 [1:15:26<1:10:18,  2.22it/s]
Training 2/3 epoch (loss 0.4385):  42%|████▏     | 6704/16050 [1:15:26<1:10:18,  2.22it/s]
Training 2/3 epoch (loss 0.4385):  42%|████▏     | 6705/16050 [1:15:26<1:21:50,  1.90it/s]
Training 2/3 epoch (loss 0.0003):  42%|████▏     | 6705/16050 [1:15:27<1:21:50,  1.90it/s]
Training 2/3 epoch (loss 0.0003):  42%|████▏     | 6706/16050 [1:15:27<1:25:37,  1.82it/s]
Training 2/3 epoch (loss 0.4159):  42%|████▏     | 6706/16050 [1:15:29<1:25:37,  1.82it/s]
Training 2/3 epoch (loss 0.4159):  42%|████▏     | 6707/16050 [1:15:29<2:44:55,  1.06s/it]
Training 2/3 epoch (loss 0.7104):  42%|████▏     | 6707/16050 [1:15:30<2:44:55,  1.06s/it]
Training 2/3 epoch (loss 0.7104):  42%|████▏     | 6708/16050 [1:15:30<2:17:14,  1.13it/s]
Training 2/3 epoch (loss 0.1534):  42%|████▏     | 6708/16050 [1:15:31<2:17:14,  1.13it/s]
Training 2/3 epoch (loss 0.1534):  42%|████▏     | 6709/16050 [1:15:31<2:08:55,  1.21it/s]
Training 2/3 epoch (loss 0.0034):  42%|████▏     | 6709/16050 [1:15:31<2:08:55,  1.21it/s]
Training 2/3 epoch (loss 0.0034):  42%|████▏     | 6710/16050 [1:15:31<1:52:18,  1.39it/s]
Training 2/3 epoch (loss 0.1865):  42%|████▏     | 6710/16050 [1:15:31<1:52:18,  1.39it/s]
Training 2/3 epoch (loss 0.1865):  42%|████▏     | 6711/16050 [1:15:31<1:37:13,  1.60it/s]
Training 2/3 epoch (loss 0.0825):  42%|████▏     | 6711/16050 [1:15:32<1:37:13,  1.60it/s]
Training 2/3 epoch (loss 0.0825):  42%|████▏     | 6712/16050 [1:15:32<1:38:54,  1.57it/s]
Training 2/3 epoch (loss 0.0419):  42%|████▏     | 6712/16050 [1:15:33<1:38:54,  1.57it/s]
Training 2/3 epoch (loss 0.0419):  42%|████▏     | 6713/16050 [1:15:33<1:38:39,  1.58it/s]
Training 2/3 epoch (loss 0.0317):  42%|████▏     | 6713/16050 [1:15:33<1:38:39,  1.58it/s]
Training 2/3 epoch (loss 0.0317):  42%|████▏     | 6714/16050 [1:15:33<1:38:33,  1.58it/s]
Training 2/3 epoch (loss 0.0920):  42%|████▏     | 6714/16050 [1:15:34<1:38:33,  1.58it/s]
Training 2/3 epoch (loss 0.0920):  42%|████▏     | 6715/16050 [1:15:34<1:37:30,  1.60it/s]
Training 2/3 epoch (loss 0.0037):  42%|████▏     | 6715/16050 [1:15:34<1:37:30,  1.60it/s]
Training 2/3 epoch (loss 0.0037):  42%|████▏     | 6716/16050 [1:15:34<1:35:13,  1.63it/s]
Training 2/3 epoch (loss 0.2837):  42%|████▏     | 6716/16050 [1:15:35<1:35:13,  1.63it/s]
Training 2/3 epoch (loss 0.2837):  42%|████▏     | 6717/16050 [1:15:35<1:25:03,  1.83it/s]
Training 2/3 epoch (loss 0.0122):  42%|████▏     | 6717/16050 [1:15:35<1:25:03,  1.83it/s]
Training 2/3 epoch (loss 0.0122):  42%|████▏     | 6718/16050 [1:15:35<1:18:10,  1.99it/s]
Training 2/3 epoch (loss 0.0012):  42%|████▏     | 6718/16050 [1:15:36<1:18:10,  1.99it/s]
Training 2/3 epoch (loss 0.0012):  42%|████▏     | 6719/16050 [1:15:36<1:23:45,  1.86it/s]
Training 2/3 epoch (loss 0.3932):  42%|████▏     | 6719/16050 [1:15:37<1:23:45,  1.86it/s]
Training 2/3 epoch (loss 0.3932):  42%|████▏     | 6720/16050 [1:15:37<1:30:35,  1.72it/s]
Training 2/3 epoch (loss 0.0292):  42%|████▏     | 6720/16050 [1:15:37<1:30:35,  1.72it/s]
Training 2/3 epoch (loss 0.0292):  42%|████▏     | 6721/16050 [1:15:37<1:28:08,  1.76it/s]
Training 2/3 epoch (loss 0.0253):  42%|████▏     | 6721/16050 [1:15:38<1:28:08,  1.76it/s]
Training 2/3 epoch (loss 0.0253):  42%|████▏     | 6722/16050 [1:15:38<1:19:54,  1.95it/s]
Training 2/3 epoch (loss 0.0075):  42%|████▏     | 6722/16050 [1:15:38<1:19:54,  1.95it/s]
Training 2/3 epoch (loss 0.0075):  42%|████▏     | 6723/16050 [1:15:38<1:20:51,  1.92it/s]
Training 2/3 epoch (loss 0.0072):  42%|████▏     | 6723/16050 [1:15:38<1:20:51,  1.92it/s]
Training 2/3 epoch (loss 0.0072):  42%|████▏     | 6724/16050 [1:15:38<1:15:03,  2.07it/s]
Training 2/3 epoch (loss 0.1253):  42%|████▏     | 6724/16050 [1:15:39<1:15:03,  2.07it/s]
Training 2/3 epoch (loss 0.1253):  42%|████▏     | 6725/16050 [1:15:39<1:20:51,  1.92it/s]
Training 2/3 epoch (loss 0.0218):  42%|████▏     | 6725/16050 [1:15:40<1:20:51,  1.92it/s]
Training 2/3 epoch (loss 0.0218):  42%|████▏     | 6726/16050 [1:15:40<1:33:57,  1.65it/s]
Training 2/3 epoch (loss 0.0297):  42%|████▏     | 6726/16050 [1:15:40<1:33:57,  1.65it/s]
Training 2/3 epoch (loss 0.0297):  42%|████▏     | 6727/16050 [1:15:40<1:29:28,  1.74it/s]
Training 2/3 epoch (loss 0.4177):  42%|████▏     | 6727/16050 [1:15:41<1:29:28,  1.74it/s]
Training 2/3 epoch (loss 0.4177):  42%|████▏     | 6728/16050 [1:15:41<1:42:18,  1.52it/s]
Training 2/3 epoch (loss 0.0001):  42%|████▏     | 6728/16050 [1:15:42<1:42:18,  1.52it/s]
Training 2/3 epoch (loss 0.0001):  42%|████▏     | 6729/16050 [1:15:42<1:33:10,  1.67it/s]
Training 2/3 epoch (loss 0.8668):  42%|████▏     | 6729/16050 [1:15:44<1:33:10,  1.67it/s]
Training 2/3 epoch (loss 0.8668):  42%|████▏     | 6730/16050 [1:15:44<2:48:48,  1.09s/it]
Training 2/3 epoch (loss 0.0869):  42%|████▏     | 6730/16050 [1:15:45<2:48:48,  1.09s/it]
Training 2/3 epoch (loss 0.0869):  42%|████▏     | 6731/16050 [1:15:45<2:55:31,  1.13s/it]
Training 2/3 epoch (loss 0.0157):  42%|████▏     | 6731/16050 [1:15:46<2:55:31,  1.13s/it]
Training 2/3 epoch (loss 0.0157):  42%|████▏     | 6732/16050 [1:15:46<2:32:19,  1.02it/s]
Training 2/3 epoch (loss 0.7971):  42%|████▏     | 6732/16050 [1:15:46<2:32:19,  1.02it/s]
Training 2/3 epoch (loss 0.7971):  42%|████▏     | 6733/16050 [1:15:46<2:17:19,  1.13it/s]
Training 2/3 epoch (loss 0.0073):  42%|████▏     | 6733/16050 [1:15:47<2:17:19,  1.13it/s]
Training 2/3 epoch (loss 0.0073):  42%|████▏     | 6734/16050 [1:15:47<1:52:44,  1.38it/s]
Training 2/3 epoch (loss 0.2024):  42%|████▏     | 6734/16050 [1:15:47<1:52:44,  1.38it/s]
Training 2/3 epoch (loss 0.2024):  42%|████▏     | 6735/16050 [1:15:47<1:43:17,  1.50it/s]
Training 2/3 epoch (loss 0.0014):  42%|████▏     | 6735/16050 [1:15:48<1:43:17,  1.50it/s]
Training 2/3 epoch (loss 0.0014):  42%|████▏     | 6736/16050 [1:15:48<1:28:37,  1.75it/s]
Training 2/3 epoch (loss 0.0013):  42%|████▏     | 6736/16050 [1:15:48<1:28:37,  1.75it/s]
Training 2/3 epoch (loss 0.0013):  42%|████▏     | 6737/16050 [1:15:48<1:23:18,  1.86it/s]
Training 2/3 epoch (loss 0.0088):  42%|████▏     | 6737/16050 [1:15:49<1:23:18,  1.86it/s]
Training 2/3 epoch (loss 0.0088):  42%|████▏     | 6738/16050 [1:15:49<1:20:11,  1.94it/s]
Training 2/3 epoch (loss 0.0238):  42%|████▏     | 6738/16050 [1:15:49<1:20:11,  1.94it/s]
Training 2/3 epoch (loss 0.0238):  42%|████▏     | 6739/16050 [1:15:49<1:25:34,  1.81it/s]
Training 2/3 epoch (loss 0.0209):  42%|████▏     | 6739/16050 [1:15:50<1:25:34,  1.81it/s]
Training 2/3 epoch (loss 0.0209):  42%|████▏     | 6740/16050 [1:15:50<1:25:30,  1.81it/s]
Training 2/3 epoch (loss 0.0072):  42%|████▏     | 6740/16050 [1:15:50<1:25:30,  1.81it/s]
Training 2/3 epoch (loss 0.0072):  42%|████▏     | 6741/16050 [1:15:50<1:27:12,  1.78it/s]
Training 2/3 epoch (loss 0.6046):  42%|████▏     | 6741/16050 [1:15:51<1:27:12,  1.78it/s]
Training 2/3 epoch (loss 0.6046):  42%|████▏     | 6742/16050 [1:15:51<1:14:56,  2.07it/s]
Training 2/3 epoch (loss 0.0116):  42%|████▏     | 6742/16050 [1:15:51<1:14:56,  2.07it/s]
Training 2/3 epoch (loss 0.0116):  42%|████▏     | 6743/16050 [1:15:51<1:20:09,  1.94it/s]
Training 2/3 epoch (loss 0.0113):  42%|████▏     | 6743/16050 [1:15:52<1:20:09,  1.94it/s]
Training 2/3 epoch (loss 0.0113):  42%|████▏     | 6744/16050 [1:15:52<1:12:10,  2.15it/s]
Training 2/3 epoch (loss 0.2179):  42%|████▏     | 6744/16050 [1:15:52<1:12:10,  2.15it/s]
Training 2/3 epoch (loss 0.2179):  42%|████▏     | 6745/16050 [1:15:52<1:32:42,  1.67it/s]
Training 2/3 epoch (loss 0.7693):  42%|████▏     | 6745/16050 [1:15:53<1:32:42,  1.67it/s]
Training 2/3 epoch (loss 0.7693):  42%|████▏     | 6746/16050 [1:15:53<1:24:36,  1.83it/s]
Training 2/3 epoch (loss 0.0075):  42%|████▏     | 6746/16050 [1:15:54<1:24:36,  1.83it/s]
Training 2/3 epoch (loss 0.0075):  42%|████▏     | 6747/16050 [1:15:54<1:27:00,  1.78it/s]
Training 2/3 epoch (loss 0.1795):  42%|████▏     | 6747/16050 [1:15:54<1:27:00,  1.78it/s]
Training 2/3 epoch (loss 0.1795):  42%|████▏     | 6748/16050 [1:15:54<1:23:22,  1.86it/s]
Training 2/3 epoch (loss 0.0018):  42%|████▏     | 6748/16050 [1:15:54<1:23:22,  1.86it/s]
Training 2/3 epoch (loss 0.0018):  42%|████▏     | 6749/16050 [1:15:54<1:19:28,  1.95it/s]
Training 2/3 epoch (loss 0.0437):  42%|████▏     | 6749/16050 [1:15:55<1:19:28,  1.95it/s]
Training 2/3 epoch (loss 0.0437):  42%|████▏     | 6750/16050 [1:15:55<1:17:04,  2.01it/s]
Training 2/3 epoch (loss 0.0137):  42%|████▏     | 6750/16050 [1:15:56<1:17:04,  2.01it/s]
Training 2/3 epoch (loss 0.0137):  42%|████▏     | 6751/16050 [1:15:56<1:29:29,  1.73it/s]
Training 2/3 epoch (loss 0.0133):  42%|████▏     | 6751/16050 [1:15:56<1:29:29,  1.73it/s]
Training 2/3 epoch (loss 0.0133):  42%|████▏     | 6752/16050 [1:15:56<1:22:01,  1.89it/s]
Training 2/3 epoch (loss 0.3958):  42%|████▏     | 6752/16050 [1:15:56<1:22:01,  1.89it/s]
Training 2/3 epoch (loss 0.3958):  42%|████▏     | 6753/16050 [1:15:56<1:13:34,  2.11it/s]
Training 2/3 epoch (loss 0.0088):  42%|████▏     | 6753/16050 [1:15:57<1:13:34,  2.11it/s]
Training 2/3 epoch (loss 0.0088):  42%|████▏     | 6754/16050 [1:15:57<1:10:10,  2.21it/s]
Training 2/3 epoch (loss 0.2377):  42%|████▏     | 6754/16050 [1:15:59<1:10:10,  2.21it/s]
Training 2/3 epoch (loss 0.2377):  42%|████▏     | 6755/16050 [1:15:59<2:32:56,  1.01it/s]
Training 2/3 epoch (loss 0.2957):  42%|████▏     | 6755/16050 [1:16:00<2:32:56,  1.01it/s]
Training 2/3 epoch (loss 0.2957):  42%|████▏     | 6756/16050 [1:16:00<2:25:14,  1.07it/s]
Training 2/3 epoch (loss 0.0076):  42%|████▏     | 6756/16050 [1:16:01<2:25:14,  1.07it/s]
Training 2/3 epoch (loss 0.0076):  42%|████▏     | 6757/16050 [1:16:01<2:10:29,  1.19it/s]
Training 2/3 epoch (loss 0.0922):  42%|████▏     | 6757/16050 [1:16:01<2:10:29,  1.19it/s]
Training 2/3 epoch (loss 0.0922):  42%|████▏     | 6758/16050 [1:16:01<2:00:17,  1.29it/s]
Training 2/3 epoch (loss 0.0374):  42%|████▏     | 6758/16050 [1:16:02<2:00:17,  1.29it/s]
Training 2/3 epoch (loss 0.0374):  42%|████▏     | 6759/16050 [1:16:02<1:52:03,  1.38it/s]
Training 2/3 epoch (loss 0.0083):  42%|████▏     | 6759/16050 [1:16:02<1:52:03,  1.38it/s]
Training 2/3 epoch (loss 0.0083):  42%|████▏     | 6760/16050 [1:16:02<1:40:10,  1.55it/s]
Training 2/3 epoch (loss 0.0011):  42%|████▏     | 6760/16050 [1:16:03<1:40:10,  1.55it/s]
Training 2/3 epoch (loss 0.0011):  42%|████▏     | 6761/16050 [1:16:03<1:33:18,  1.66it/s]
Training 2/3 epoch (loss 0.0128):  42%|████▏     | 6761/16050 [1:16:03<1:33:18,  1.66it/s]
Training 2/3 epoch (loss 0.0128):  42%|████▏     | 6762/16050 [1:16:03<1:30:05,  1.72it/s]
Training 2/3 epoch (loss 0.1892):  42%|████▏     | 6762/16050 [1:16:06<1:30:05,  1.72it/s]
Training 2/3 epoch (loss 0.1892):  42%|████▏     | 6763/16050 [1:16:06<2:52:07,  1.11s/it]
Training 2/3 epoch (loss 0.0065):  42%|████▏     | 6763/16050 [1:16:06<2:52:07,  1.11s/it]
Training 2/3 epoch (loss 0.0065):  42%|████▏     | 6764/16050 [1:16:06<2:25:13,  1.07it/s]
Training 2/3 epoch (loss 0.1756):  42%|████▏     | 6764/16050 [1:16:07<2:25:13,  1.07it/s]
Training 2/3 epoch (loss 0.1756):  42%|████▏     | 6765/16050 [1:16:07<2:15:10,  1.14it/s]
Training 2/3 epoch (loss 0.4128):  42%|████▏     | 6765/16050 [1:16:07<2:15:10,  1.14it/s]
Training 2/3 epoch (loss 0.4128):  42%|████▏     | 6766/16050 [1:16:07<1:50:38,  1.40it/s]
Training 2/3 epoch (loss 0.3540):  42%|████▏     | 6766/16050 [1:16:08<1:50:38,  1.40it/s]
Training 2/3 epoch (loss 0.3540):  42%|████▏     | 6767/16050 [1:16:08<1:41:19,  1.53it/s]
Training 2/3 epoch (loss 0.0882):  42%|████▏     | 6767/16050 [1:16:08<1:41:19,  1.53it/s]
Training 2/3 epoch (loss 0.0882):  42%|████▏     | 6768/16050 [1:16:08<1:40:24,  1.54it/s]
Training 2/3 epoch (loss 0.3542):  42%|████▏     | 6768/16050 [1:16:09<1:40:24,  1.54it/s]
Training 2/3 epoch (loss 0.3542):  42%|████▏     | 6769/16050 [1:16:09<1:31:42,  1.69it/s]
Training 2/3 epoch (loss 0.3205):  42%|████▏     | 6769/16050 [1:16:09<1:31:42,  1.69it/s]
Training 2/3 epoch (loss 0.3205):  42%|████▏     | 6770/16050 [1:16:09<1:28:57,  1.74it/s]
Training 2/3 epoch (loss 0.3384):  42%|████▏     | 6770/16050 [1:16:10<1:28:57,  1.74it/s]
Training 2/3 epoch (loss 0.3384):  42%|████▏     | 6771/16050 [1:16:10<1:16:42,  2.02it/s]
Training 2/3 epoch (loss 0.0205):  42%|████▏     | 6771/16050 [1:16:10<1:16:42,  2.02it/s]
Training 2/3 epoch (loss 0.0205):  42%|████▏     | 6772/16050 [1:16:10<1:14:59,  2.06it/s]
Training 2/3 epoch (loss 0.0009):  42%|████▏     | 6772/16050 [1:16:11<1:14:59,  2.06it/s]
Training 2/3 epoch (loss 0.0009):  42%|████▏     | 6773/16050 [1:16:11<1:11:27,  2.16it/s]
Training 2/3 epoch (loss 0.0001):  42%|████▏     | 6773/16050 [1:16:11<1:11:27,  2.16it/s]
Training 2/3 epoch (loss 0.0001):  42%|████▏     | 6774/16050 [1:16:11<1:11:28,  2.16it/s]
Training 2/3 epoch (loss 0.2092):  42%|████▏     | 6774/16050 [1:16:12<1:11:28,  2.16it/s]
Training 2/3 epoch (loss 0.2092):  42%|████▏     | 6775/16050 [1:16:12<1:18:25,  1.97it/s]
Training 2/3 epoch (loss 0.0322):  42%|████▏     | 6775/16050 [1:16:12<1:18:25,  1.97it/s]
Training 2/3 epoch (loss 0.0322):  42%|████▏     | 6776/16050 [1:16:12<1:23:29,  1.85it/s]
Training 2/3 epoch (loss 0.1327):  42%|████▏     | 6776/16050 [1:16:13<1:23:29,  1.85it/s]
Training 2/3 epoch (loss 0.1327):  42%|████▏     | 6777/16050 [1:16:13<1:25:30,  1.81it/s]
Training 2/3 epoch (loss 0.0034):  42%|████▏     | 6777/16050 [1:16:13<1:25:30,  1.81it/s]
Training 2/3 epoch (loss 0.0034):  42%|████▏     | 6778/16050 [1:16:13<1:23:43,  1.85it/s]
Training 2/3 epoch (loss 0.0012):  42%|████▏     | 6778/16050 [1:16:14<1:23:43,  1.85it/s]
Training 2/3 epoch (loss 0.0012):  42%|████▏     | 6779/16050 [1:16:14<1:21:55,  1.89it/s]
Training 2/3 epoch (loss 0.4779):  42%|████▏     | 6779/16050 [1:16:14<1:21:55,  1.89it/s]
Training 2/3 epoch (loss 0.4779):  42%|████▏     | 6780/16050 [1:16:14<1:25:40,  1.80it/s]
Training 2/3 epoch (loss 0.0271):  42%|████▏     | 6780/16050 [1:16:15<1:25:40,  1.80it/s]
Training 2/3 epoch (loss 0.0271):  42%|████▏     | 6781/16050 [1:16:15<1:18:19,  1.97it/s]
Training 2/3 epoch (loss 0.0108):  42%|████▏     | 6781/16050 [1:16:15<1:18:19,  1.97it/s]
Training 2/3 epoch (loss 0.0108):  42%|████▏     | 6782/16050 [1:16:15<1:23:52,  1.84it/s]
Training 2/3 epoch (loss 0.3551):  42%|████▏     | 6782/16050 [1:16:16<1:23:52,  1.84it/s]
Training 2/3 epoch (loss 0.3551):  42%|████▏     | 6783/16050 [1:16:16<1:19:06,  1.95it/s]
Training 2/3 epoch (loss 0.0004):  42%|████▏     | 6783/16050 [1:16:16<1:19:06,  1.95it/s]
Training 2/3 epoch (loss 0.0004):  42%|████▏     | 6784/16050 [1:16:16<1:12:06,  2.14it/s]
Training 2/3 epoch (loss 0.2639):  42%|████▏     | 6784/16050 [1:16:19<1:12:06,  2.14it/s]
Training 2/3 epoch (loss 0.2639):  42%|████▏     | 6785/16050 [1:16:19<2:39:24,  1.03s/it]
Training 2/3 epoch (loss 0.0052):  42%|████▏     | 6785/16050 [1:16:19<2:39:24,  1.03s/it]
Training 2/3 epoch (loss 0.0052):  42%|████▏     | 6786/16050 [1:16:19<2:30:56,  1.02it/s]
Training 2/3 epoch (loss 0.0507):  42%|████▏     | 6786/16050 [1:16:20<2:30:56,  1.02it/s]
Training 2/3 epoch (loss 0.0507):  42%|████▏     | 6787/16050 [1:16:20<2:16:18,  1.13it/s]
Training 2/3 epoch (loss 0.0812):  42%|████▏     | 6787/16050 [1:16:21<2:16:18,  1.13it/s]
Training 2/3 epoch (loss 0.0812):  42%|████▏     | 6788/16050 [1:16:21<2:09:29,  1.19it/s]
Training 2/3 epoch (loss 0.0415):  42%|████▏     | 6788/16050 [1:16:21<2:09:29,  1.19it/s]
Training 2/3 epoch (loss 0.0415):  42%|████▏     | 6789/16050 [1:16:21<1:56:34,  1.32it/s]
Training 2/3 epoch (loss 0.3906):  42%|████▏     | 6789/16050 [1:16:22<1:56:34,  1.32it/s]
Training 2/3 epoch (loss 0.3906):  42%|████▏     | 6790/16050 [1:16:22<1:47:02,  1.44it/s]
Training 2/3 epoch (loss 0.0048):  42%|████▏     | 6790/16050 [1:16:22<1:47:02,  1.44it/s]
Training 2/3 epoch (loss 0.0048):  42%|████▏     | 6791/16050 [1:16:22<1:35:34,  1.61it/s]
Training 2/3 epoch (loss 0.0480):  42%|████▏     | 6791/16050 [1:16:23<1:35:34,  1.61it/s]
Training 2/3 epoch (loss 0.0480):  42%|████▏     | 6792/16050 [1:16:23<1:28:00,  1.75it/s]
Training 2/3 epoch (loss 0.0683):  42%|████▏     | 6792/16050 [1:16:23<1:28:00,  1.75it/s]
Training 2/3 epoch (loss 0.0683):  42%|████▏     | 6793/16050 [1:16:23<1:27:10,  1.77it/s]
Training 2/3 epoch (loss 0.0039):  42%|████▏     | 6793/16050 [1:16:24<1:27:10,  1.77it/s]
Training 2/3 epoch (loss 0.0039):  42%|████▏     | 6794/16050 [1:16:24<1:19:25,  1.94it/s]
Training 2/3 epoch (loss 0.2165):  42%|████▏     | 6794/16050 [1:16:24<1:19:25,  1.94it/s]
Training 2/3 epoch (loss 0.2165):  42%|████▏     | 6795/16050 [1:16:24<1:14:24,  2.07it/s]
Training 2/3 epoch (loss 0.5798):  42%|████▏     | 6795/16050 [1:16:25<1:14:24,  2.07it/s]
Training 2/3 epoch (loss 0.5798):  42%|████▏     | 6796/16050 [1:16:25<1:13:27,  2.10it/s]
Training 2/3 epoch (loss 0.6331):  42%|████▏     | 6796/16050 [1:16:25<1:13:27,  2.10it/s]
Training 2/3 epoch (loss 0.6331):  42%|████▏     | 6797/16050 [1:16:25<1:11:52,  2.15it/s]
Training 2/3 epoch (loss 0.2412):  42%|████▏     | 6797/16050 [1:16:26<1:11:52,  2.15it/s]
Training 2/3 epoch (loss 0.2412):  42%|████▏     | 6798/16050 [1:16:26<1:15:19,  2.05it/s]
Training 2/3 epoch (loss 0.0039):  42%|████▏     | 6798/16050 [1:16:26<1:15:19,  2.05it/s]
Training 2/3 epoch (loss 0.0039):  42%|████▏     | 6799/16050 [1:16:26<1:21:15,  1.90it/s]
Training 2/3 epoch (loss 0.0084):  42%|████▏     | 6799/16050 [1:16:27<1:21:15,  1.90it/s]
Training 2/3 epoch (loss 0.0084):  42%|████▏     | 6800/16050 [1:16:27<1:18:02,  1.98it/s]
Training 2/3 epoch (loss 0.0142):  42%|████▏     | 6800/16050 [1:16:27<1:18:02,  1.98it/s]
Training 2/3 epoch (loss 0.0142):  42%|████▏     | 6801/16050 [1:16:27<1:14:03,  2.08it/s]
Training 2/3 epoch (loss 0.0237):  42%|████▏     | 6801/16050 [1:16:28<1:14:03,  2.08it/s]
Training 2/3 epoch (loss 0.0237):  42%|████▏     | 6802/16050 [1:16:28<1:19:55,  1.93it/s]
Training 2/3 epoch (loss 0.0120):  42%|████▏     | 6802/16050 [1:16:29<1:19:55,  1.93it/s]
Training 2/3 epoch (loss 0.0120):  42%|████▏     | 6803/16050 [1:16:29<1:32:01,  1.67it/s]
Training 2/3 epoch (loss 0.0024):  42%|████▏     | 6803/16050 [1:16:29<1:32:01,  1.67it/s]
Training 2/3 epoch (loss 0.0024):  42%|████▏     | 6804/16050 [1:16:29<1:29:56,  1.71it/s]
Training 2/3 epoch (loss 0.0280):  42%|████▏     | 6804/16050 [1:16:30<1:29:56,  1.71it/s]
Training 2/3 epoch (loss 0.0280):  42%|████▏     | 6805/16050 [1:16:30<1:27:20,  1.76it/s]
Training 2/3 epoch (loss 0.0141):  42%|████▏     | 6805/16050 [1:16:30<1:27:20,  1.76it/s]
Training 2/3 epoch (loss 0.0141):  42%|████▏     | 6806/16050 [1:16:30<1:22:06,  1.88it/s]
Training 2/3 epoch (loss 0.0500):  42%|████▏     | 6806/16050 [1:16:31<1:22:06,  1.88it/s]
Training 2/3 epoch (loss 0.0500):  42%|████▏     | 6807/16050 [1:16:31<1:28:45,  1.74it/s]
Training 2/3 epoch (loss 0.2238):  42%|████▏     | 6807/16050 [1:16:31<1:28:45,  1.74it/s]
Training 2/3 epoch (loss 0.2238):  42%|████▏     | 6808/16050 [1:16:31<1:26:16,  1.79it/s]
Training 2/3 epoch (loss 0.2178):  42%|████▏     | 6808/16050 [1:16:32<1:26:16,  1.79it/s]
Training 2/3 epoch (loss 0.2178):  42%|████▏     | 6809/16050 [1:16:32<1:31:08,  1.69it/s]
Training 2/3 epoch (loss 0.0025):  42%|████▏     | 6809/16050 [1:16:32<1:31:08,  1.69it/s]
Training 2/3 epoch (loss 0.0025):  42%|████▏     | 6810/16050 [1:16:32<1:20:51,  1.90it/s]
Training 2/3 epoch (loss 0.3376):  42%|████▏     | 6810/16050 [1:16:35<1:20:51,  1.90it/s]
Training 2/3 epoch (loss 0.3376):  42%|████▏     | 6811/16050 [1:16:35<2:39:58,  1.04s/it]
Training 2/3 epoch (loss 0.0476):  42%|████▏     | 6811/16050 [1:16:35<2:39:58,  1.04s/it]
Training 2/3 epoch (loss 0.0476):  42%|████▏     | 6812/16050 [1:16:35<2:24:44,  1.06it/s]
Training 2/3 epoch (loss 0.0356):  42%|████▏     | 6812/16050 [1:16:36<2:24:44,  1.06it/s]
Training 2/3 epoch (loss 0.0356):  42%|████▏     | 6813/16050 [1:16:36<2:04:58,  1.23it/s]
Training 2/3 epoch (loss 0.0007):  42%|████▏     | 6813/16050 [1:16:36<2:04:58,  1.23it/s]
Training 2/3 epoch (loss 0.0007):  42%|████▏     | 6814/16050 [1:16:36<1:49:18,  1.41it/s]
Training 2/3 epoch (loss 0.0009):  42%|████▏     | 6814/16050 [1:16:37<1:49:18,  1.41it/s]
Training 2/3 epoch (loss 0.0009):  42%|████▏     | 6815/16050 [1:16:37<1:32:46,  1.66it/s]
Training 2/3 epoch (loss 0.0709):  42%|████▏     | 6815/16050 [1:16:38<1:32:46,  1.66it/s]
Training 2/3 epoch (loss 0.0709):  42%|████▏     | 6816/16050 [1:16:38<1:47:22,  1.43it/s]
Training 2/3 epoch (loss 0.0689):  42%|████▏     | 6816/16050 [1:16:38<1:47:22,  1.43it/s]
Training 2/3 epoch (loss 0.0689):  42%|████▏     | 6817/16050 [1:16:38<1:37:43,  1.57it/s]
Training 2/3 epoch (loss 0.0239):  42%|████▏     | 6817/16050 [1:16:38<1:37:43,  1.57it/s]
Training 2/3 epoch (loss 0.0239):  42%|████▏     | 6818/16050 [1:16:38<1:29:20,  1.72it/s]
Training 2/3 epoch (loss 0.0124):  42%|████▏     | 6818/16050 [1:16:39<1:29:20,  1.72it/s]
Training 2/3 epoch (loss 0.0124):  42%|████▏     | 6819/16050 [1:16:39<1:31:04,  1.69it/s]
Training 2/3 epoch (loss 0.0763):  42%|████▏     | 6819/16050 [1:16:40<1:31:04,  1.69it/s]
Training 2/3 epoch (loss 0.0763):  42%|████▏     | 6820/16050 [1:16:40<1:39:06,  1.55it/s]
Training 2/3 epoch (loss 0.4288):  42%|████▏     | 6820/16050 [1:16:40<1:39:06,  1.55it/s]
Training 2/3 epoch (loss 0.4288):  42%|████▏     | 6821/16050 [1:16:40<1:29:03,  1.73it/s]
Training 2/3 epoch (loss 0.0549):  42%|████▏     | 6821/16050 [1:16:41<1:29:03,  1.73it/s]
Training 2/3 epoch (loss 0.0549):  43%|████▎     | 6822/16050 [1:16:41<1:29:45,  1.71it/s]
Training 2/3 epoch (loss 0.5949):  43%|████▎     | 6822/16050 [1:16:41<1:29:45,  1.71it/s]
Training 2/3 epoch (loss 0.5949):  43%|████▎     | 6823/16050 [1:16:41<1:16:27,  2.01it/s]
Training 2/3 epoch (loss 0.0052):  43%|████▎     | 6823/16050 [1:16:42<1:16:27,  2.01it/s]
Training 2/3 epoch (loss 0.0052):  43%|████▎     | 6824/16050 [1:16:42<1:24:30,  1.82it/s]
Training 2/3 epoch (loss 0.3630):  43%|████▎     | 6824/16050 [1:16:42<1:24:30,  1.82it/s]
Training 2/3 epoch (loss 0.3630):  43%|████▎     | 6825/16050 [1:16:42<1:23:28,  1.84it/s]
Training 2/3 epoch (loss 0.0164):  43%|████▎     | 6825/16050 [1:16:43<1:23:28,  1.84it/s]
Training 2/3 epoch (loss 0.0164):  43%|████▎     | 6826/16050 [1:16:43<1:21:59,  1.88it/s]
Training 2/3 epoch (loss 0.2937):  43%|████▎     | 6826/16050 [1:16:43<1:21:59,  1.88it/s]
Training 2/3 epoch (loss 0.2937):  43%|████▎     | 6827/16050 [1:16:43<1:15:54,  2.03it/s]
Training 2/3 epoch (loss 0.0001):  43%|████▎     | 6827/16050 [1:16:44<1:15:54,  2.03it/s]
Training 2/3 epoch (loss 0.0001):  43%|████▎     | 6828/16050 [1:16:44<1:17:13,  1.99it/s]
Training 2/3 epoch (loss 0.0394):  43%|████▎     | 6828/16050 [1:16:44<1:17:13,  1.99it/s]
Training 2/3 epoch (loss 0.0394):  43%|████▎     | 6829/16050 [1:16:44<1:15:51,  2.03it/s]
Training 2/3 epoch (loss 0.6706):  43%|████▎     | 6829/16050 [1:16:45<1:15:51,  2.03it/s]
Training 2/3 epoch (loss 0.6706):  43%|████▎     | 6830/16050 [1:16:45<1:11:58,  2.14it/s]
Training 2/3 epoch (loss 0.1929):  43%|████▎     | 6830/16050 [1:16:46<1:11:58,  2.14it/s]
Training 2/3 epoch (loss 0.1929):  43%|████▎     | 6831/16050 [1:16:46<1:32:21,  1.66it/s]
Training 2/3 epoch (loss 0.0844):  43%|████▎     | 6831/16050 [1:16:46<1:32:21,  1.66it/s]
Training 2/3 epoch (loss 0.0844):  43%|████▎     | 6832/16050 [1:16:46<1:20:49,  1.90it/s]
Training 2/3 epoch (loss 0.0071):  43%|████▎     | 6832/16050 [1:16:46<1:20:49,  1.90it/s]
Training 2/3 epoch (loss 0.0071):  43%|████▎     | 6833/16050 [1:16:46<1:20:01,  1.92it/s]
Training 2/3 epoch (loss 0.0054):  43%|████▎     | 6833/16050 [1:16:47<1:20:01,  1.92it/s]
Training 2/3 epoch (loss 0.0054):  43%|████▎     | 6834/16050 [1:16:47<1:25:57,  1.79it/s]
Training 2/3 epoch (loss 0.0061):  43%|████▎     | 6834/16050 [1:16:48<1:25:57,  1.79it/s]
Training 2/3 epoch (loss 0.0061):  43%|████▎     | 6835/16050 [1:16:48<1:29:11,  1.72it/s]
Training 2/3 epoch (loss 0.0055):  43%|████▎     | 6835/16050 [1:16:48<1:29:11,  1.72it/s]
Training 2/3 epoch (loss 0.0055):  43%|████▎     | 6836/16050 [1:16:48<1:21:56,  1.87it/s]
Training 2/3 epoch (loss 0.0024):  43%|████▎     | 6836/16050 [1:16:49<1:21:56,  1.87it/s]
Training 2/3 epoch (loss 0.0024):  43%|████▎     | 6837/16050 [1:16:49<1:18:38,  1.95it/s]
Training 2/3 epoch (loss 0.3575):  43%|████▎     | 6837/16050 [1:16:49<1:18:38,  1.95it/s]
Training 2/3 epoch (loss 0.3575):  43%|████▎     | 6838/16050 [1:16:49<1:19:31,  1.93it/s]
Training 2/3 epoch (loss 0.0138):  43%|████▎     | 6838/16050 [1:16:50<1:19:31,  1.93it/s]
Training 2/3 epoch (loss 0.0138):  43%|████▎     | 6839/16050 [1:16:50<1:40:49,  1.52it/s]
Training 2/3 epoch (loss 0.0032):  43%|████▎     | 6839/16050 [1:16:51<1:40:49,  1.52it/s]
Training 2/3 epoch (loss 0.0032):  43%|████▎     | 6840/16050 [1:16:51<1:29:54,  1.71it/s]
Training 2/3 epoch (loss 0.0907):  43%|████▎     | 6840/16050 [1:16:51<1:29:54,  1.71it/s]
Training 2/3 epoch (loss 0.0907):  43%|████▎     | 6841/16050 [1:16:51<1:31:24,  1.68it/s]
Training 2/3 epoch (loss 0.0117):  43%|████▎     | 6841/16050 [1:16:52<1:31:24,  1.68it/s]
Training 2/3 epoch (loss 0.0117):  43%|████▎     | 6842/16050 [1:16:52<1:31:24,  1.68it/s]
Training 2/3 epoch (loss 0.0008):  43%|████▎     | 6842/16050 [1:16:52<1:31:24,  1.68it/s]
Training 2/3 epoch (loss 0.0008):  43%|████▎     | 6843/16050 [1:16:52<1:22:33,  1.86it/s]
Training 2/3 epoch (loss 0.1167):  43%|████▎     | 6843/16050 [1:16:53<1:22:33,  1.86it/s]
Training 2/3 epoch (loss 0.1167):  43%|████▎     | 6844/16050 [1:16:53<1:30:22,  1.70it/s]
Training 2/3 epoch (loss 0.0012):  43%|████▎     | 6844/16050 [1:16:53<1:30:22,  1.70it/s]
Training 2/3 epoch (loss 0.0012):  43%|████▎     | 6845/16050 [1:16:53<1:24:41,  1.81it/s]
Training 2/3 epoch (loss 0.0021):  43%|████▎     | 6845/16050 [1:16:54<1:24:41,  1.81it/s]
Training 2/3 epoch (loss 0.0021):  43%|████▎     | 6846/16050 [1:16:54<1:21:29,  1.88it/s]
Training 2/3 epoch (loss 0.0065):  43%|████▎     | 6846/16050 [1:16:54<1:21:29,  1.88it/s]
Training 2/3 epoch (loss 0.0065):  43%|████▎     | 6847/16050 [1:16:54<1:21:22,  1.88it/s]
Training 2/3 epoch (loss 0.0199):  43%|████▎     | 6847/16050 [1:16:55<1:21:22,  1.88it/s]
Training 2/3 epoch (loss 0.0199):  43%|████▎     | 6848/16050 [1:16:55<1:34:18,  1.63it/s]
Training 2/3 epoch (loss 0.0044):  43%|████▎     | 6848/16050 [1:16:56<1:34:18,  1.63it/s]
Training 2/3 epoch (loss 0.0044):  43%|████▎     | 6849/16050 [1:16:56<1:25:50,  1.79it/s]
Training 2/3 epoch (loss 0.0996):  43%|████▎     | 6849/16050 [1:16:57<1:25:50,  1.79it/s]
Training 2/3 epoch (loss 0.0996):  43%|████▎     | 6850/16050 [1:16:57<1:46:02,  1.45it/s]
Training 2/3 epoch (loss 0.2591):  43%|████▎     | 6850/16050 [1:16:57<1:46:02,  1.45it/s]
Training 2/3 epoch (loss 0.2591):  43%|████▎     | 6851/16050 [1:16:57<1:34:27,  1.62it/s]
Training 2/3 epoch (loss 0.0031):  43%|████▎     | 6851/16050 [1:16:57<1:34:27,  1.62it/s]
Training 2/3 epoch (loss 0.0031):  43%|████▎     | 6852/16050 [1:16:57<1:25:31,  1.79it/s]
Training 2/3 epoch (loss 0.3103):  43%|████▎     | 6852/16050 [1:16:58<1:25:31,  1.79it/s]
Training 2/3 epoch (loss 0.3103):  43%|████▎     | 6853/16050 [1:16:58<1:16:55,  1.99it/s]
Training 2/3 epoch (loss 0.0311):  43%|████▎     | 6853/16050 [1:16:58<1:16:55,  1.99it/s]
Training 2/3 epoch (loss 0.0311):  43%|████▎     | 6854/16050 [1:16:58<1:18:34,  1.95it/s]
Training 2/3 epoch (loss 0.3240):  43%|████▎     | 6854/16050 [1:16:59<1:18:34,  1.95it/s]
Training 2/3 epoch (loss 0.3240):  43%|████▎     | 6855/16050 [1:16:59<1:18:58,  1.94it/s]
Training 2/3 epoch (loss 0.0005):  43%|████▎     | 6855/16050 [1:16:59<1:18:58,  1.94it/s]
Training 2/3 epoch (loss 0.0005):  43%|████▎     | 6856/16050 [1:16:59<1:13:31,  2.08it/s]
Training 2/3 epoch (loss 1.0697):  43%|████▎     | 6856/16050 [1:17:00<1:13:31,  2.08it/s]
Training 2/3 epoch (loss 1.0697):  43%|████▎     | 6857/16050 [1:17:00<1:06:53,  2.29it/s]
Training 2/3 epoch (loss 0.0064):  43%|████▎     | 6857/16050 [1:17:00<1:06:53,  2.29it/s]
Training 2/3 epoch (loss 0.0064):  43%|████▎     | 6858/16050 [1:17:00<1:15:10,  2.04it/s]
Training 2/3 epoch (loss 0.0729):  43%|████▎     | 6858/16050 [1:17:01<1:15:10,  2.04it/s]
Training 2/3 epoch (loss 0.0729):  43%|████▎     | 6859/16050 [1:17:01<1:22:51,  1.85it/s]
Training 2/3 epoch (loss 0.1011):  43%|████▎     | 6859/16050 [1:17:02<1:22:51,  1.85it/s]
Training 2/3 epoch (loss 0.1011):  43%|████▎     | 6860/16050 [1:17:02<1:35:45,  1.60it/s]
Training 2/3 epoch (loss 0.1042):  43%|████▎     | 6860/16050 [1:17:02<1:35:45,  1.60it/s]
Training 2/3 epoch (loss 0.1042):  43%|████▎     | 6861/16050 [1:17:02<1:35:14,  1.61it/s]
Training 2/3 epoch (loss 0.0080):  43%|████▎     | 6861/16050 [1:17:03<1:35:14,  1.61it/s]
Training 2/3 epoch (loss 0.0080):  43%|████▎     | 6862/16050 [1:17:03<1:34:28,  1.62it/s]
Training 2/3 epoch (loss 0.0025):  43%|████▎     | 6862/16050 [1:17:03<1:34:28,  1.62it/s]
Training 2/3 epoch (loss 0.0025):  43%|████▎     | 6863/16050 [1:17:03<1:27:05,  1.76it/s]
Training 2/3 epoch (loss 0.2798):  43%|████▎     | 6863/16050 [1:17:04<1:27:05,  1.76it/s]
Training 2/3 epoch (loss 0.2798):  43%|████▎     | 6864/16050 [1:17:04<1:22:20,  1.86it/s]
Training 2/3 epoch (loss 0.1766):  43%|████▎     | 6864/16050 [1:17:04<1:22:20,  1.86it/s]
Training 2/3 epoch (loss 0.1766):  43%|████▎     | 6865/16050 [1:17:04<1:21:51,  1.87it/s]
Training 2/3 epoch (loss 0.0085):  43%|████▎     | 6865/16050 [1:17:05<1:21:51,  1.87it/s]
Training 2/3 epoch (loss 0.0085):  43%|████▎     | 6866/16050 [1:17:05<1:27:29,  1.75it/s]
Training 2/3 epoch (loss 0.0157):  43%|████▎     | 6866/16050 [1:17:06<1:27:29,  1.75it/s]
Training 2/3 epoch (loss 0.0157):  43%|████▎     | 6867/16050 [1:17:06<1:33:50,  1.63it/s]
Training 2/3 epoch (loss 0.0153):  43%|████▎     | 6867/16050 [1:17:06<1:33:50,  1.63it/s]
Training 2/3 epoch (loss 0.0153):  43%|████▎     | 6868/16050 [1:17:06<1:34:14,  1.62it/s]
Training 2/3 epoch (loss 0.0136):  43%|████▎     | 6868/16050 [1:17:07<1:34:14,  1.62it/s]
Training 2/3 epoch (loss 0.0136):  43%|████▎     | 6869/16050 [1:17:07<1:27:12,  1.75it/s]
Training 2/3 epoch (loss 0.3860):  43%|████▎     | 6869/16050 [1:17:07<1:27:12,  1.75it/s]
Training 2/3 epoch (loss 0.3860):  43%|████▎     | 6870/16050 [1:17:07<1:26:30,  1.77it/s]
Training 2/3 epoch (loss 0.1019):  43%|████▎     | 6870/16050 [1:17:08<1:26:30,  1.77it/s]
Training 2/3 epoch (loss 0.1019):  43%|████▎     | 6871/16050 [1:17:08<1:21:30,  1.88it/s]
Training 2/3 epoch (loss 0.3485):  43%|████▎     | 6871/16050 [1:17:08<1:21:30,  1.88it/s]
Training 2/3 epoch (loss 0.3485):  43%|████▎     | 6872/16050 [1:17:08<1:23:23,  1.83it/s]
Training 2/3 epoch (loss 0.0352):  43%|████▎     | 6872/16050 [1:17:10<1:23:23,  1.83it/s]
Training 2/3 epoch (loss 0.0352):  43%|████▎     | 6873/16050 [1:17:10<1:54:50,  1.33it/s]
Training 2/3 epoch (loss 0.0761):  43%|████▎     | 6873/16050 [1:17:10<1:54:50,  1.33it/s]
Training 2/3 epoch (loss 0.0761):  43%|████▎     | 6874/16050 [1:17:10<1:42:50,  1.49it/s]
Training 2/3 epoch (loss 0.0359):  43%|████▎     | 6874/16050 [1:17:11<1:42:50,  1.49it/s]
Training 2/3 epoch (loss 0.0359):  43%|████▎     | 6875/16050 [1:17:11<1:36:09,  1.59it/s]
Training 2/3 epoch (loss 0.0004):  43%|████▎     | 6875/16050 [1:17:11<1:36:09,  1.59it/s]
Training 2/3 epoch (loss 0.0004):  43%|████▎     | 6876/16050 [1:17:11<1:30:39,  1.69it/s]
Training 2/3 epoch (loss 0.4402):  43%|████▎     | 6876/16050 [1:17:12<1:30:39,  1.69it/s]
Training 2/3 epoch (loss 0.4402):  43%|████▎     | 6877/16050 [1:17:12<1:35:11,  1.61it/s]
Training 2/3 epoch (loss 0.0341):  43%|████▎     | 6877/16050 [1:17:12<1:35:11,  1.61it/s]
Training 2/3 epoch (loss 0.0341):  43%|████▎     | 6878/16050 [1:17:12<1:30:30,  1.69it/s]
Training 2/3 epoch (loss 0.0029):  43%|████▎     | 6878/16050 [1:17:13<1:30:30,  1.69it/s]
Training 2/3 epoch (loss 0.0029):  43%|████▎     | 6879/16050 [1:17:13<1:23:42,  1.83it/s]
Training 2/3 epoch (loss 0.1357):  43%|████▎     | 6879/16050 [1:17:14<1:23:42,  1.83it/s]
Training 2/3 epoch (loss 0.1357):  43%|████▎     | 6880/16050 [1:17:14<1:29:17,  1.71it/s]
Training 2/3 epoch (loss 0.0561):  43%|████▎     | 6880/16050 [1:17:14<1:29:17,  1.71it/s]
Training 2/3 epoch (loss 0.0561):  43%|████▎     | 6881/16050 [1:17:14<1:32:33,  1.65it/s]
Training 2/3 epoch (loss 0.0014):  43%|████▎     | 6881/16050 [1:17:15<1:32:33,  1.65it/s]
Training 2/3 epoch (loss 0.0014):  43%|████▎     | 6882/16050 [1:17:15<1:29:07,  1.71it/s]
Training 2/3 epoch (loss 0.0050):  43%|████▎     | 6882/16050 [1:17:15<1:29:07,  1.71it/s]
Training 2/3 epoch (loss 0.0050):  43%|████▎     | 6883/16050 [1:17:15<1:30:44,  1.68it/s]
Training 2/3 epoch (loss 0.2406):  43%|████▎     | 6883/16050 [1:17:16<1:30:44,  1.68it/s]
Training 2/3 epoch (loss 0.2406):  43%|████▎     | 6884/16050 [1:17:16<1:33:27,  1.63it/s]
Training 2/3 epoch (loss 0.0023):  43%|████▎     | 6884/16050 [1:17:16<1:33:27,  1.63it/s]
Training 2/3 epoch (loss 0.0023):  43%|████▎     | 6885/16050 [1:17:16<1:29:31,  1.71it/s]
Training 2/3 epoch (loss 0.1794):  43%|████▎     | 6885/16050 [1:17:17<1:29:31,  1.71it/s]
Training 2/3 epoch (loss 0.1794):  43%|████▎     | 6886/16050 [1:17:17<1:35:53,  1.59it/s]
Training 2/3 epoch (loss 0.0177):  43%|████▎     | 6886/16050 [1:17:18<1:35:53,  1.59it/s]
Training 2/3 epoch (loss 0.0177):  43%|████▎     | 6887/16050 [1:17:18<1:23:22,  1.83it/s]
Training 2/3 epoch (loss 0.2781):  43%|████▎     | 6887/16050 [1:17:20<1:23:22,  1.83it/s]
Training 2/3 epoch (loss 0.2781):  43%|████▎     | 6888/16050 [1:17:20<2:46:07,  1.09s/it]
Training 2/3 epoch (loss 0.1381):  43%|████▎     | 6888/16050 [1:17:20<2:46:07,  1.09s/it]
Training 2/3 epoch (loss 0.1381):  43%|████▎     | 6889/16050 [1:17:20<2:09:59,  1.17it/s]
Training 2/3 epoch (loss 0.0048):  43%|████▎     | 6889/16050 [1:17:21<2:09:59,  1.17it/s]
Training 2/3 epoch (loss 0.0048):  43%|████▎     | 6890/16050 [1:17:21<2:01:56,  1.25it/s]
Training 2/3 epoch (loss 0.0008):  43%|████▎     | 6890/16050 [1:17:21<2:01:56,  1.25it/s]
Training 2/3 epoch (loss 0.0008):  43%|████▎     | 6891/16050 [1:17:21<1:46:04,  1.44it/s]
Training 2/3 epoch (loss 0.0333):  43%|████▎     | 6891/16050 [1:17:22<1:46:04,  1.44it/s]
Training 2/3 epoch (loss 0.0333):  43%|████▎     | 6892/16050 [1:17:22<1:38:50,  1.54it/s]
Training 2/3 epoch (loss 0.0741):  43%|████▎     | 6892/16050 [1:17:22<1:38:50,  1.54it/s]
Training 2/3 epoch (loss 0.0741):  43%|████▎     | 6893/16050 [1:17:22<1:25:10,  1.79it/s]
Training 2/3 epoch (loss 0.0161):  43%|████▎     | 6893/16050 [1:17:23<1:25:10,  1.79it/s]
Training 2/3 epoch (loss 0.0161):  43%|████▎     | 6894/16050 [1:17:23<1:26:35,  1.76it/s]
Training 2/3 epoch (loss 0.0002):  43%|████▎     | 6894/16050 [1:17:23<1:26:35,  1.76it/s]
Training 2/3 epoch (loss 0.0002):  43%|████▎     | 6895/16050 [1:17:23<1:29:02,  1.71it/s]
Training 2/3 epoch (loss 0.5098):  43%|████▎     | 6895/16050 [1:17:24<1:29:02,  1.71it/s]
Training 2/3 epoch (loss 0.5098):  43%|████▎     | 6896/16050 [1:17:24<1:31:13,  1.67it/s]
Training 2/3 epoch (loss 0.1106):  43%|████▎     | 6896/16050 [1:17:25<1:31:13,  1.67it/s]
Training 2/3 epoch (loss 0.1106):  43%|████▎     | 6897/16050 [1:17:25<1:27:54,  1.74it/s]
Training 2/3 epoch (loss 0.0028):  43%|████▎     | 6897/16050 [1:17:25<1:27:54,  1.74it/s]
Training 2/3 epoch (loss 0.0028):  43%|████▎     | 6898/16050 [1:17:25<1:38:59,  1.54it/s]
Training 2/3 epoch (loss 0.4471):  43%|████▎     | 6898/16050 [1:17:26<1:38:59,  1.54it/s]
Training 2/3 epoch (loss 0.4471):  43%|████▎     | 6899/16050 [1:17:26<1:31:02,  1.68it/s]
Training 2/3 epoch (loss 0.0015):  43%|████▎     | 6899/16050 [1:17:26<1:31:02,  1.68it/s]
Training 2/3 epoch (loss 0.0015):  43%|████▎     | 6900/16050 [1:17:26<1:26:55,  1.75it/s]
Training 2/3 epoch (loss 0.0074):  43%|████▎     | 6900/16050 [1:17:27<1:26:55,  1.75it/s]
Training 2/3 epoch (loss 0.0074):  43%|████▎     | 6901/16050 [1:17:27<1:25:04,  1.79it/s]
Training 2/3 epoch (loss 0.0474):  43%|████▎     | 6901/16050 [1:17:27<1:25:04,  1.79it/s]
Training 2/3 epoch (loss 0.0474):  43%|████▎     | 6902/16050 [1:17:27<1:15:49,  2.01it/s]
Training 2/3 epoch (loss 0.0277):  43%|████▎     | 6902/16050 [1:17:28<1:15:49,  2.01it/s]
Training 2/3 epoch (loss 0.0277):  43%|████▎     | 6903/16050 [1:17:28<1:13:51,  2.06it/s]
Training 2/3 epoch (loss 0.0036):  43%|████▎     | 6903/16050 [1:17:28<1:13:51,  2.06it/s]
Training 2/3 epoch (loss 0.0036):  43%|████▎     | 6904/16050 [1:17:28<1:16:02,  2.00it/s]
Training 2/3 epoch (loss 0.2308):  43%|████▎     | 6904/16050 [1:17:29<1:16:02,  2.00it/s]
Training 2/3 epoch (loss 0.2308):  43%|████▎     | 6905/16050 [1:17:29<1:20:00,  1.90it/s]
Training 2/3 epoch (loss 0.0009):  43%|████▎     | 6905/16050 [1:17:30<1:20:00,  1.90it/s]
Training 2/3 epoch (loss 0.0009):  43%|████▎     | 6906/16050 [1:17:30<1:25:11,  1.79it/s]
Training 2/3 epoch (loss 0.5601):  43%|████▎     | 6906/16050 [1:17:32<1:25:11,  1.79it/s]
Training 2/3 epoch (loss 0.5601):  43%|████▎     | 6907/16050 [1:17:32<2:41:45,  1.06s/it]
Training 2/3 epoch (loss 0.4107):  43%|████▎     | 6907/16050 [1:17:32<2:41:45,  1.06s/it]
Training 2/3 epoch (loss 0.4107):  43%|████▎     | 6908/16050 [1:17:32<2:08:48,  1.18it/s]
Training 2/3 epoch (loss 0.5137):  43%|████▎     | 6908/16050 [1:17:32<2:08:48,  1.18it/s]
Training 2/3 epoch (loss 0.5137):  43%|████▎     | 6909/16050 [1:17:32<1:45:33,  1.44it/s]
Training 2/3 epoch (loss 0.0708):  43%|████▎     | 6909/16050 [1:17:33<1:45:33,  1.44it/s]
Training 2/3 epoch (loss 0.0708):  43%|████▎     | 6910/16050 [1:17:33<1:43:42,  1.47it/s]
Training 2/3 epoch (loss 0.0013):  43%|████▎     | 6910/16050 [1:17:34<1:43:42,  1.47it/s]
Training 2/3 epoch (loss 0.0013):  43%|████▎     | 6911/16050 [1:17:34<1:37:15,  1.57it/s]
Training 2/3 epoch (loss 0.1193):  43%|████▎     | 6911/16050 [1:17:34<1:37:15,  1.57it/s]
Training 2/3 epoch (loss 0.1193):  43%|████▎     | 6912/16050 [1:17:34<1:41:54,  1.49it/s]
Training 2/3 epoch (loss 0.4488):  43%|████▎     | 6912/16050 [1:17:35<1:41:54,  1.49it/s]
Training 2/3 epoch (loss 0.4488):  43%|████▎     | 6913/16050 [1:17:35<1:30:38,  1.68it/s]
Training 2/3 epoch (loss 0.0007):  43%|████▎     | 6913/16050 [1:17:35<1:30:38,  1.68it/s]
Training 2/3 epoch (loss 0.0007):  43%|████▎     | 6914/16050 [1:17:35<1:27:03,  1.75it/s]
Training 2/3 epoch (loss 0.0409):  43%|████▎     | 6914/16050 [1:17:36<1:27:03,  1.75it/s]
Training 2/3 epoch (loss 0.0409):  43%|████▎     | 6915/16050 [1:17:36<1:28:35,  1.72it/s]
Training 2/3 epoch (loss 0.0029):  43%|████▎     | 6915/16050 [1:17:37<1:28:35,  1.72it/s]
Training 2/3 epoch (loss 0.0029):  43%|████▎     | 6916/16050 [1:17:37<1:29:56,  1.69it/s]
Training 2/3 epoch (loss 0.0331):  43%|████▎     | 6916/16050 [1:17:37<1:29:56,  1.69it/s]
Training 2/3 epoch (loss 0.0331):  43%|████▎     | 6917/16050 [1:17:37<1:25:54,  1.77it/s]
Training 2/3 epoch (loss 0.3300):  43%|████▎     | 6917/16050 [1:17:37<1:25:54,  1.77it/s]
Training 2/3 epoch (loss 0.3300):  43%|████▎     | 6918/16050 [1:17:37<1:17:06,  1.97it/s]
Training 2/3 epoch (loss 0.6864):  43%|████▎     | 6918/16050 [1:17:38<1:17:06,  1.97it/s]
Training 2/3 epoch (loss 0.6864):  43%|████▎     | 6919/16050 [1:17:38<1:23:10,  1.83it/s]
Training 2/3 epoch (loss 0.0022):  43%|████▎     | 6919/16050 [1:17:39<1:23:10,  1.83it/s]
Training 2/3 epoch (loss 0.0022):  43%|████▎     | 6920/16050 [1:17:39<1:22:52,  1.84it/s]
Training 2/3 epoch (loss 0.6368):  43%|████▎     | 6920/16050 [1:17:39<1:22:52,  1.84it/s]
Training 2/3 epoch (loss 0.6368):  43%|████▎     | 6921/16050 [1:17:39<1:14:38,  2.04it/s]
Training 2/3 epoch (loss 0.0488):  43%|████▎     | 6921/16050 [1:17:40<1:14:38,  2.04it/s]
Training 2/3 epoch (loss 0.0488):  43%|████▎     | 6922/16050 [1:17:40<1:29:00,  1.71it/s]
Training 2/3 epoch (loss 0.1222):  43%|████▎     | 6922/16050 [1:17:40<1:29:00,  1.71it/s]
Training 2/3 epoch (loss 0.1222):  43%|████▎     | 6923/16050 [1:17:40<1:31:55,  1.65it/s]
Training 2/3 epoch (loss 0.1046):  43%|████▎     | 6923/16050 [1:17:41<1:31:55,  1.65it/s]
Training 2/3 epoch (loss 0.1046):  43%|████▎     | 6924/16050 [1:17:41<1:28:02,  1.73it/s]
Training 2/3 epoch (loss 0.0019):  43%|████▎     | 6924/16050 [1:17:41<1:28:02,  1.73it/s]
Training 2/3 epoch (loss 0.0019):  43%|████▎     | 6925/16050 [1:17:41<1:26:05,  1.77it/s]
Training 2/3 epoch (loss 0.1222):  43%|████▎     | 6925/16050 [1:17:42<1:26:05,  1.77it/s]
Training 2/3 epoch (loss 0.1222):  43%|████▎     | 6926/16050 [1:17:42<1:16:41,  1.98it/s]
Training 2/3 epoch (loss 0.0330):  43%|████▎     | 6926/16050 [1:17:42<1:16:41,  1.98it/s]
Training 2/3 epoch (loss 0.0330):  43%|████▎     | 6927/16050 [1:17:42<1:19:01,  1.92it/s]
Training 2/3 epoch (loss 0.1343):  43%|████▎     | 6927/16050 [1:17:45<1:19:01,  1.92it/s]
Training 2/3 epoch (loss 0.1343):  43%|████▎     | 6928/16050 [1:17:45<2:36:32,  1.03s/it]
Training 2/3 epoch (loss 0.4104):  43%|████▎     | 6928/16050 [1:17:45<2:36:32,  1.03s/it]
Training 2/3 epoch (loss 0.4104):  43%|████▎     | 6929/16050 [1:17:45<2:13:40,  1.14it/s]
Training 2/3 epoch (loss 0.1335):  43%|████▎     | 6929/16050 [1:17:46<2:13:40,  1.14it/s]
Training 2/3 epoch (loss 0.1335):  43%|████▎     | 6930/16050 [1:17:46<1:52:23,  1.35it/s]
Training 2/3 epoch (loss 0.4475):  43%|████▎     | 6930/16050 [1:17:46<1:52:23,  1.35it/s]
Training 2/3 epoch (loss 0.4475):  43%|████▎     | 6931/16050 [1:17:46<1:35:16,  1.60it/s]
Training 2/3 epoch (loss 0.0023):  43%|████▎     | 6931/16050 [1:17:46<1:35:16,  1.60it/s]
Training 2/3 epoch (loss 0.0023):  43%|████▎     | 6932/16050 [1:17:46<1:23:37,  1.82it/s]
Training 2/3 epoch (loss 0.0047):  43%|████▎     | 6932/16050 [1:17:47<1:23:37,  1.82it/s]
Training 2/3 epoch (loss 0.0047):  43%|████▎     | 6933/16050 [1:17:47<1:25:31,  1.78it/s]
Training 2/3 epoch (loss 0.0004):  43%|████▎     | 6933/16050 [1:17:47<1:25:31,  1.78it/s]
Training 2/3 epoch (loss 0.0004):  43%|████▎     | 6934/16050 [1:17:47<1:23:17,  1.82it/s]
Training 2/3 epoch (loss 0.0430):  43%|████▎     | 6934/16050 [1:17:48<1:23:17,  1.82it/s]
Training 2/3 epoch (loss 0.0430):  43%|████▎     | 6935/16050 [1:17:48<1:19:11,  1.92it/s]
Training 2/3 epoch (loss 0.0024):  43%|████▎     | 6935/16050 [1:17:48<1:19:11,  1.92it/s]
Training 2/3 epoch (loss 0.0024):  43%|████▎     | 6936/16050 [1:17:48<1:17:10,  1.97it/s]
Training 2/3 epoch (loss 0.0081):  43%|████▎     | 6936/16050 [1:17:49<1:17:10,  1.97it/s]
Training 2/3 epoch (loss 0.0081):  43%|████▎     | 6937/16050 [1:17:49<1:15:48,  2.00it/s]
Training 2/3 epoch (loss 0.0064):  43%|████▎     | 6937/16050 [1:17:49<1:15:48,  2.00it/s]
Training 2/3 epoch (loss 0.0064):  43%|████▎     | 6938/16050 [1:17:49<1:21:15,  1.87it/s]
Training 2/3 epoch (loss 0.0274):  43%|████▎     | 6938/16050 [1:17:50<1:21:15,  1.87it/s]
Training 2/3 epoch (loss 0.0274):  43%|████▎     | 6939/16050 [1:17:50<1:20:03,  1.90it/s]
Training 2/3 epoch (loss 0.0054):  43%|████▎     | 6939/16050 [1:17:50<1:20:03,  1.90it/s]
Training 2/3 epoch (loss 0.0054):  43%|████▎     | 6940/16050 [1:17:50<1:18:00,  1.95it/s]
Training 2/3 epoch (loss 0.2301):  43%|████▎     | 6940/16050 [1:17:51<1:18:00,  1.95it/s]
Training 2/3 epoch (loss 0.2301):  43%|████▎     | 6941/16050 [1:17:51<1:13:00,  2.08it/s]
Training 2/3 epoch (loss 0.2536):  43%|████▎     | 6941/16050 [1:17:51<1:13:00,  2.08it/s]
Training 2/3 epoch (loss 0.2536):  43%|████▎     | 6942/16050 [1:17:51<1:12:59,  2.08it/s]
Training 2/3 epoch (loss 0.0341):  43%|████▎     | 6942/16050 [1:17:52<1:12:59,  2.08it/s]
Training 2/3 epoch (loss 0.0341):  43%|████▎     | 6943/16050 [1:17:52<1:14:21,  2.04it/s]
Training 2/3 epoch (loss 0.0689):  43%|████▎     | 6943/16050 [1:17:52<1:14:21,  2.04it/s]
Training 2/3 epoch (loss 0.0689):  43%|████▎     | 6944/16050 [1:17:52<1:13:07,  2.08it/s]
Training 2/3 epoch (loss 0.0088):  43%|████▎     | 6944/16050 [1:17:53<1:13:07,  2.08it/s]
Training 2/3 epoch (loss 0.0088):  43%|████▎     | 6945/16050 [1:17:53<1:20:11,  1.89it/s]
Training 2/3 epoch (loss 0.4875):  43%|████▎     | 6945/16050 [1:17:54<1:20:11,  1.89it/s]
Training 2/3 epoch (loss 0.4875):  43%|████▎     | 6946/16050 [1:17:54<1:40:35,  1.51it/s]
Training 2/3 epoch (loss 0.0041):  43%|████▎     | 6946/16050 [1:17:55<1:40:35,  1.51it/s]
Training 2/3 epoch (loss 0.0041):  43%|████▎     | 6947/16050 [1:17:55<1:43:17,  1.47it/s]
Training 2/3 epoch (loss 0.0540):  43%|████▎     | 6947/16050 [1:17:55<1:43:17,  1.47it/s]
Training 2/3 epoch (loss 0.0540):  43%|████▎     | 6948/16050 [1:17:55<1:34:24,  1.61it/s]
Training 2/3 epoch (loss 0.0002):  43%|████▎     | 6948/16050 [1:17:55<1:34:24,  1.61it/s]
Training 2/3 epoch (loss 0.0002):  43%|████▎     | 6949/16050 [1:17:55<1:22:05,  1.85it/s]
Training 2/3 epoch (loss 0.0846):  43%|████▎     | 6949/16050 [1:17:56<1:22:05,  1.85it/s]
Training 2/3 epoch (loss 0.0846):  43%|████▎     | 6950/16050 [1:17:56<1:13:26,  2.07it/s]
Training 2/3 epoch (loss 0.0003):  43%|████▎     | 6950/16050 [1:17:57<1:13:26,  2.07it/s]
Training 2/3 epoch (loss 0.0003):  43%|████▎     | 6951/16050 [1:17:57<1:29:30,  1.69it/s]
Training 2/3 epoch (loss 0.0054):  43%|████▎     | 6951/16050 [1:17:57<1:29:30,  1.69it/s]
Training 2/3 epoch (loss 0.0054):  43%|████▎     | 6952/16050 [1:17:57<1:31:57,  1.65it/s]
Training 2/3 epoch (loss 0.2454):  43%|████▎     | 6952/16050 [1:17:58<1:31:57,  1.65it/s]
Training 2/3 epoch (loss 0.2454):  43%|████▎     | 6953/16050 [1:17:58<1:32:00,  1.65it/s]
Training 2/3 epoch (loss 0.0401):  43%|████▎     | 6953/16050 [1:17:58<1:32:00,  1.65it/s]
Training 2/3 epoch (loss 0.0401):  43%|████▎     | 6954/16050 [1:17:58<1:23:02,  1.83it/s]
Training 2/3 epoch (loss 0.0008):  43%|████▎     | 6954/16050 [1:17:59<1:23:02,  1.83it/s]
Training 2/3 epoch (loss 0.0008):  43%|████▎     | 6955/16050 [1:17:59<1:14:10,  2.04it/s]
Training 2/3 epoch (loss 0.0437):  43%|████▎     | 6955/16050 [1:17:59<1:14:10,  2.04it/s]
Training 2/3 epoch (loss 0.0437):  43%|████▎     | 6956/16050 [1:17:59<1:28:38,  1.71it/s]
Training 2/3 epoch (loss 0.0575):  43%|████▎     | 6956/16050 [1:18:00<1:28:38,  1.71it/s]
Training 2/3 epoch (loss 0.0575):  43%|████▎     | 6957/16050 [1:18:00<1:23:07,  1.82it/s]
Training 2/3 epoch (loss 0.0262):  43%|████▎     | 6957/16050 [1:18:00<1:23:07,  1.82it/s]
Training 2/3 epoch (loss 0.0262):  43%|████▎     | 6958/16050 [1:18:00<1:16:57,  1.97it/s]
Training 2/3 epoch (loss 0.0002):  43%|████▎     | 6958/16050 [1:18:01<1:16:57,  1.97it/s]
Training 2/3 epoch (loss 0.0002):  43%|████▎     | 6959/16050 [1:18:01<1:22:36,  1.83it/s]
Training 2/3 epoch (loss 0.0218):  43%|████▎     | 6959/16050 [1:18:01<1:22:36,  1.83it/s]
Training 2/3 epoch (loss 0.0218):  43%|████▎     | 6960/16050 [1:18:01<1:17:19,  1.96it/s]
Training 2/3 epoch (loss 0.0083):  43%|████▎     | 6960/16050 [1:18:02<1:17:19,  1.96it/s]
Training 2/3 epoch (loss 0.0083):  43%|████▎     | 6961/16050 [1:18:02<1:15:00,  2.02it/s]
Training 2/3 epoch (loss 0.3515):  43%|████▎     | 6961/16050 [1:18:02<1:15:00,  2.02it/s]
Training 2/3 epoch (loss 0.3515):  43%|████▎     | 6962/16050 [1:18:02<1:08:31,  2.21it/s]
Training 2/3 epoch (loss 0.0322):  43%|████▎     | 6962/16050 [1:18:03<1:08:31,  2.21it/s]
Training 2/3 epoch (loss 0.0322):  43%|████▎     | 6963/16050 [1:18:03<1:08:51,  2.20it/s]
Training 2/3 epoch (loss 0.0094):  43%|████▎     | 6963/16050 [1:18:03<1:08:51,  2.20it/s]
Training 2/3 epoch (loss 0.0094):  43%|████▎     | 6964/16050 [1:18:03<1:07:24,  2.25it/s]
Training 2/3 epoch (loss 0.0017):  43%|████▎     | 6964/16050 [1:18:04<1:07:24,  2.25it/s]
Training 2/3 epoch (loss 0.0017):  43%|████▎     | 6965/16050 [1:18:04<1:07:48,  2.23it/s]
Training 2/3 epoch (loss 0.0573):  43%|████▎     | 6965/16050 [1:18:04<1:07:48,  2.23it/s]
Training 2/3 epoch (loss 0.0573):  43%|████▎     | 6966/16050 [1:18:04<1:17:52,  1.94it/s]
Training 2/3 epoch (loss 0.0029):  43%|████▎     | 6966/16050 [1:18:05<1:17:52,  1.94it/s]
Training 2/3 epoch (loss 0.0029):  43%|████▎     | 6967/16050 [1:18:05<1:15:50,  2.00it/s]
Training 2/3 epoch (loss 0.1615):  43%|████▎     | 6967/16050 [1:18:07<1:15:50,  2.00it/s]
Training 2/3 epoch (loss 0.1615):  43%|████▎     | 6968/16050 [1:18:07<2:39:25,  1.05s/it]
Training 2/3 epoch (loss 0.0061):  43%|████▎     | 6968/16050 [1:18:07<2:39:25,  1.05s/it]
Training 2/3 epoch (loss 0.0061):  43%|████▎     | 6969/16050 [1:18:07<2:10:37,  1.16it/s]
Training 2/3 epoch (loss 0.1302):  43%|████▎     | 6969/16050 [1:18:08<2:10:37,  1.16it/s]
Training 2/3 epoch (loss 0.1302):  43%|████▎     | 6970/16050 [1:18:08<1:53:36,  1.33it/s]
Training 2/3 epoch (loss 0.4133):  43%|████▎     | 6970/16050 [1:18:09<1:53:36,  1.33it/s]
Training 2/3 epoch (loss 0.4133):  43%|████▎     | 6971/16050 [1:18:09<1:50:35,  1.37it/s]
Training 2/3 epoch (loss 0.2904):  43%|████▎     | 6971/16050 [1:18:09<1:50:35,  1.37it/s]
Training 2/3 epoch (loss 0.2904):  43%|████▎     | 6972/16050 [1:18:09<1:40:35,  1.50it/s]
Training 2/3 epoch (loss 0.0005):  43%|████▎     | 6972/16050 [1:18:09<1:40:35,  1.50it/s]
Training 2/3 epoch (loss 0.0005):  43%|████▎     | 6973/16050 [1:18:09<1:26:24,  1.75it/s]
Training 2/3 epoch (loss 0.0002):  43%|████▎     | 6973/16050 [1:18:10<1:26:24,  1.75it/s]
Training 2/3 epoch (loss 0.0002):  43%|████▎     | 6974/16050 [1:18:10<1:24:25,  1.79it/s]
Training 2/3 epoch (loss 0.0196):  43%|████▎     | 6974/16050 [1:18:10<1:24:25,  1.79it/s]
Training 2/3 epoch (loss 0.0196):  43%|████▎     | 6975/16050 [1:18:10<1:19:26,  1.90it/s]
Training 2/3 epoch (loss 0.0047):  43%|████▎     | 6975/16050 [1:18:11<1:19:26,  1.90it/s]
Training 2/3 epoch (loss 0.0047):  43%|████▎     | 6976/16050 [1:18:11<1:10:57,  2.13it/s]
Training 2/3 epoch (loss 0.0998):  43%|████▎     | 6976/16050 [1:18:11<1:10:57,  2.13it/s]
Training 2/3 epoch (loss 0.0998):  43%|████▎     | 6977/16050 [1:18:11<1:12:30,  2.09it/s]
Training 2/3 epoch (loss 0.2006):  43%|████▎     | 6977/16050 [1:18:12<1:12:30,  2.09it/s]
Training 2/3 epoch (loss 0.2006):  43%|████▎     | 6978/16050 [1:18:12<1:08:37,  2.20it/s]
Training 2/3 epoch (loss 0.0546):  43%|████▎     | 6978/16050 [1:18:12<1:08:37,  2.20it/s]
Training 2/3 epoch (loss 0.0546):  43%|████▎     | 6979/16050 [1:18:12<1:24:33,  1.79it/s]
Training 2/3 epoch (loss 0.1507):  43%|████▎     | 6979/16050 [1:18:15<1:24:33,  1.79it/s]
Training 2/3 epoch (loss 0.1507):  43%|████▎     | 6980/16050 [1:18:15<2:45:36,  1.10s/it]
Training 2/3 epoch (loss 0.0586):  43%|████▎     | 6980/16050 [1:18:15<2:45:36,  1.10s/it]
Training 2/3 epoch (loss 0.0586):  43%|████▎     | 6981/16050 [1:18:15<2:11:57,  1.15it/s]
Training 2/3 epoch (loss 0.3314):  43%|████▎     | 6981/16050 [1:18:16<2:11:57,  1.15it/s]
Training 2/3 epoch (loss 0.3314):  44%|████▎     | 6982/16050 [1:18:16<1:49:26,  1.38it/s]
Training 2/3 epoch (loss 0.1379):  44%|████▎     | 6982/16050 [1:18:17<1:49:26,  1.38it/s]
Training 2/3 epoch (loss 0.1379):  44%|████▎     | 6983/16050 [1:18:17<2:12:56,  1.14it/s]
Training 2/3 epoch (loss 0.2425):  44%|████▎     | 6983/16050 [1:18:19<2:12:56,  1.14it/s]
Training 2/3 epoch (loss 0.2425):  44%|████▎     | 6984/16050 [1:18:19<3:13:44,  1.28s/it]
Training 2/3 epoch (loss 0.0124):  44%|████▎     | 6984/16050 [1:18:19<3:13:44,  1.28s/it]
Training 2/3 epoch (loss 0.0124):  44%|████▎     | 6985/16050 [1:18:19<2:36:40,  1.04s/it]
Training 2/3 epoch (loss 0.0015):  44%|████▎     | 6985/16050 [1:18:20<2:36:40,  1.04s/it]
Training 2/3 epoch (loss 0.0015):  44%|████▎     | 6986/16050 [1:18:20<2:03:41,  1.22it/s]
Training 2/3 epoch (loss 0.0023):  44%|████▎     | 6986/16050 [1:18:20<2:03:41,  1.22it/s]
Training 2/3 epoch (loss 0.0023):  44%|████▎     | 6987/16050 [1:18:20<1:47:14,  1.41it/s]
Training 2/3 epoch (loss 0.0123):  44%|████▎     | 6987/16050 [1:18:21<1:47:14,  1.41it/s]
Training 2/3 epoch (loss 0.0123):  44%|████▎     | 6988/16050 [1:18:21<1:35:29,  1.58it/s]
Training 2/3 epoch (loss 0.6532):  44%|████▎     | 6988/16050 [1:18:23<1:35:29,  1.58it/s]
Training 2/3 epoch (loss 0.6532):  44%|████▎     | 6989/16050 [1:18:23<2:53:02,  1.15s/it]
Training 2/3 epoch (loss 0.0463):  44%|████▎     | 6989/16050 [1:18:24<2:53:02,  1.15s/it]
Training 2/3 epoch (loss 0.0463):  44%|████▎     | 6990/16050 [1:18:24<2:32:03,  1.01s/it]
Training 2/3 epoch (loss 0.0112):  44%|████▎     | 6990/16050 [1:18:24<2:32:03,  1.01s/it]
Training 2/3 epoch (loss 0.0112):  44%|████▎     | 6991/16050 [1:18:24<2:05:59,  1.20it/s]
Training 2/3 epoch (loss 0.0299):  44%|████▎     | 6991/16050 [1:18:25<2:05:59,  1.20it/s]
Training 2/3 epoch (loss 0.0299):  44%|████▎     | 6992/16050 [1:18:25<1:46:51,  1.41it/s]
Training 2/3 epoch (loss 0.0104):  44%|████▎     | 6992/16050 [1:18:25<1:46:51,  1.41it/s]
Training 2/3 epoch (loss 0.0104):  44%|████▎     | 6993/16050 [1:18:25<1:44:46,  1.44it/s]
Training 2/3 epoch (loss 0.0037):  44%|████▎     | 6993/16050 [1:18:26<1:44:46,  1.44it/s]
Training 2/3 epoch (loss 0.0037):  44%|████▎     | 6994/16050 [1:18:26<1:41:28,  1.49it/s]
Training 2/3 epoch (loss 0.0972):  44%|████▎     | 6994/16050 [1:18:26<1:41:28,  1.49it/s]
Training 2/3 epoch (loss 0.0972):  44%|████▎     | 6995/16050 [1:18:26<1:26:59,  1.73it/s]
Training 2/3 epoch (loss 0.2581):  44%|████▎     | 6995/16050 [1:18:27<1:26:59,  1.73it/s]
Training 2/3 epoch (loss 0.2581):  44%|████▎     | 6996/16050 [1:18:27<1:37:44,  1.54it/s]
Training 2/3 epoch (loss 0.0106):  44%|████▎     | 6996/16050 [1:18:28<1:37:44,  1.54it/s]
Training 2/3 epoch (loss 0.0106):  44%|████▎     | 6997/16050 [1:18:28<1:34:44,  1.59it/s]
Training 2/3 epoch (loss 0.0018):  44%|████▎     | 6997/16050 [1:18:28<1:34:44,  1.59it/s]
Training 2/3 epoch (loss 0.0018):  44%|████▎     | 6998/16050 [1:18:28<1:22:39,  1.83it/s]
Training 2/3 epoch (loss 0.5052):  44%|████▎     | 6998/16050 [1:18:28<1:22:39,  1.83it/s]
Training 2/3 epoch (loss 0.5052):  44%|████▎     | 6999/16050 [1:18:28<1:15:56,  1.99it/s]
Training 2/3 epoch (loss 0.1361):  44%|████▎     | 6999/16050 [1:18:29<1:15:56,  1.99it/s]
Training 2/3 epoch (loss 0.1361):  44%|████▎     | 7000/16050 [1:18:29<1:08:27,  2.20it/s]
Training 2/3 epoch (loss 0.0004):  44%|████▎     | 7000/16050 [1:18:29<1:08:27,  2.20it/s]
Training 2/3 epoch (loss 0.0004):  44%|████▎     | 7001/16050 [1:18:29<1:11:29,  2.11it/s]
Training 2/3 epoch (loss 0.6341):  44%|████▎     | 7001/16050 [1:18:30<1:11:29,  2.11it/s]
Training 2/3 epoch (loss 0.6341):  44%|████▎     | 7002/16050 [1:18:30<1:06:57,  2.25it/s]
Training 2/3 epoch (loss 0.1616):  44%|████▎     | 7002/16050 [1:18:30<1:06:57,  2.25it/s]
Training 2/3 epoch (loss 0.1616):  44%|████▎     | 7003/16050 [1:18:30<1:10:44,  2.13it/s]
Training 2/3 epoch (loss 0.0002):  44%|████▎     | 7003/16050 [1:18:31<1:10:44,  2.13it/s]
Training 2/3 epoch (loss 0.0002):  44%|████▎     | 7004/16050 [1:18:31<1:12:58,  2.07it/s]
Training 2/3 epoch (loss 0.0125):  44%|████▎     | 7004/16050 [1:18:31<1:12:58,  2.07it/s]
Training 2/3 epoch (loss 0.0125):  44%|████▎     | 7005/16050 [1:18:31<1:12:02,  2.09it/s]
Training 2/3 epoch (loss 0.0088):  44%|████▎     | 7005/16050 [1:18:32<1:12:02,  2.09it/s]
Training 2/3 epoch (loss 0.0088):  44%|████▎     | 7006/16050 [1:18:32<1:08:38,  2.20it/s]
Training 2/3 epoch (loss 0.3245):  44%|████▎     | 7006/16050 [1:18:32<1:08:38,  2.20it/s]
Training 2/3 epoch (loss 0.3245):  44%|████▎     | 7007/16050 [1:18:32<1:06:43,  2.26it/s]
Training 2/3 epoch (loss 0.0070):  44%|████▎     | 7007/16050 [1:18:32<1:06:43,  2.26it/s]
Training 2/3 epoch (loss 0.0070):  44%|████▎     | 7008/16050 [1:18:32<1:11:58,  2.09it/s]
Training 2/3 epoch (loss 0.0129):  44%|████▎     | 7008/16050 [1:18:33<1:11:58,  2.09it/s]
Training 2/3 epoch (loss 0.0129):  44%|████▎     | 7009/16050 [1:18:33<1:06:27,  2.27it/s]
Training 2/3 epoch (loss 0.0623):  44%|████▎     | 7009/16050 [1:18:33<1:06:27,  2.27it/s]
Training 2/3 epoch (loss 0.0623):  44%|████▎     | 7010/16050 [1:18:33<1:13:48,  2.04it/s]
Training 2/3 epoch (loss 0.0055):  44%|████▎     | 7010/16050 [1:18:34<1:13:48,  2.04it/s]
Training 2/3 epoch (loss 0.0055):  44%|████▎     | 7011/16050 [1:18:34<1:21:14,  1.85it/s]
Training 2/3 epoch (loss 0.0665):  44%|████▎     | 7011/16050 [1:18:35<1:21:14,  1.85it/s]
Training 2/3 epoch (loss 0.0665):  44%|████▎     | 7012/16050 [1:18:35<1:25:04,  1.77it/s]
Training 2/3 epoch (loss 0.0054):  44%|████▎     | 7012/16050 [1:18:35<1:25:04,  1.77it/s]
Training 2/3 epoch (loss 0.0054):  44%|████▎     | 7013/16050 [1:18:35<1:17:34,  1.94it/s]
Training 2/3 epoch (loss 0.0349):  44%|████▎     | 7013/16050 [1:18:36<1:17:34,  1.94it/s]
Training 2/3 epoch (loss 0.0349):  44%|████▎     | 7014/16050 [1:18:36<1:23:09,  1.81it/s]
Training 2/3 epoch (loss 0.3146):  44%|████▎     | 7014/16050 [1:18:36<1:23:09,  1.81it/s]
Training 2/3 epoch (loss 0.3146):  44%|████▎     | 7015/16050 [1:18:36<1:21:47,  1.84it/s]
Training 2/3 epoch (loss 0.0090):  44%|████▎     | 7015/16050 [1:18:37<1:21:47,  1.84it/s]
Training 2/3 epoch (loss 0.0090):  44%|████▎     | 7016/16050 [1:18:37<1:19:02,  1.90it/s]
Training 2/3 epoch (loss 0.5922):  44%|████▎     | 7016/16050 [1:18:37<1:19:02,  1.90it/s]
Training 2/3 epoch (loss 0.5922):  44%|████▎     | 7017/16050 [1:18:37<1:14:03,  2.03it/s]
Training 2/3 epoch (loss 1.3229):  44%|████▎     | 7017/16050 [1:18:38<1:14:03,  2.03it/s]
Training 2/3 epoch (loss 1.3229):  44%|████▎     | 7018/16050 [1:18:38<1:10:16,  2.14it/s]
Training 2/3 epoch (loss 0.0079):  44%|████▎     | 7018/16050 [1:18:38<1:10:16,  2.14it/s]
Training 2/3 epoch (loss 0.0079):  44%|████▎     | 7019/16050 [1:18:38<1:13:21,  2.05it/s]
Training 2/3 epoch (loss 0.0005):  44%|████▎     | 7019/16050 [1:18:39<1:13:21,  2.05it/s]
Training 2/3 epoch (loss 0.0005):  44%|████▎     | 7020/16050 [1:18:39<1:16:20,  1.97it/s]
Training 2/3 epoch (loss 0.3477):  44%|████▎     | 7020/16050 [1:18:40<1:16:20,  1.97it/s]
Training 2/3 epoch (loss 0.3477):  44%|████▎     | 7021/16050 [1:18:40<1:41:24,  1.48it/s]
Training 2/3 epoch (loss 0.6809):  44%|████▎     | 7021/16050 [1:18:40<1:41:24,  1.48it/s]
Training 2/3 epoch (loss 0.6809):  44%|████▍     | 7022/16050 [1:18:40<1:24:33,  1.78it/s]
Training 2/3 epoch (loss 0.0682):  44%|████▍     | 7022/16050 [1:18:41<1:24:33,  1.78it/s]
Training 2/3 epoch (loss 0.0682):  44%|████▍     | 7023/16050 [1:18:41<1:23:36,  1.80it/s]
Training 2/3 epoch (loss 0.2326):  44%|████▍     | 7023/16050 [1:18:41<1:23:36,  1.80it/s]
Training 2/3 epoch (loss 0.2326):  44%|████▍     | 7024/16050 [1:18:41<1:25:00,  1.77it/s]
Training 2/3 epoch (loss 0.0026):  44%|████▍     | 7024/16050 [1:18:42<1:25:00,  1.77it/s]
Training 2/3 epoch (loss 0.0026):  44%|████▍     | 7025/16050 [1:18:42<1:22:58,  1.81it/s]
Training 2/3 epoch (loss 0.0158):  44%|████▍     | 7025/16050 [1:18:42<1:22:58,  1.81it/s]
Training 2/3 epoch (loss 0.0158):  44%|████▍     | 7026/16050 [1:18:42<1:23:03,  1.81it/s]
Training 2/3 epoch (loss 0.0801):  44%|████▍     | 7026/16050 [1:18:43<1:23:03,  1.81it/s]
Training 2/3 epoch (loss 0.0801):  44%|████▍     | 7027/16050 [1:18:43<1:15:21,  2.00it/s]
Training 2/3 epoch (loss 0.0013):  44%|████▍     | 7027/16050 [1:18:43<1:15:21,  2.00it/s]
Training 2/3 epoch (loss 0.0013):  44%|████▍     | 7028/16050 [1:18:43<1:19:57,  1.88it/s]
Training 2/3 epoch (loss 0.0002):  44%|████▍     | 7028/16050 [1:18:44<1:19:57,  1.88it/s]
Training 2/3 epoch (loss 0.0002):  44%|████▍     | 7029/16050 [1:18:44<1:10:14,  2.14it/s]
Training 2/3 epoch (loss 0.3048):  44%|████▍     | 7029/16050 [1:18:45<1:10:14,  2.14it/s]
Training 2/3 epoch (loss 0.3048):  44%|████▍     | 7030/16050 [1:18:45<1:33:39,  1.61it/s]
Training 2/3 epoch (loss 0.0117):  44%|████▍     | 7030/16050 [1:18:45<1:33:39,  1.61it/s]
Training 2/3 epoch (loss 0.0117):  44%|████▍     | 7031/16050 [1:18:45<1:27:28,  1.72it/s]
Training 2/3 epoch (loss 0.0400):  44%|████▍     | 7031/16050 [1:18:46<1:27:28,  1.72it/s]
Training 2/3 epoch (loss 0.0400):  44%|████▍     | 7032/16050 [1:18:46<1:37:52,  1.54it/s]
Training 2/3 epoch (loss 0.3393):  44%|████▍     | 7032/16050 [1:18:46<1:37:52,  1.54it/s]
Training 2/3 epoch (loss 0.3393):  44%|████▍     | 7033/16050 [1:18:46<1:35:10,  1.58it/s]
Training 2/3 epoch (loss 0.0154):  44%|████▍     | 7033/16050 [1:18:47<1:35:10,  1.58it/s]
Training 2/3 epoch (loss 0.0154):  44%|████▍     | 7034/16050 [1:18:47<1:36:36,  1.56it/s]
Training 2/3 epoch (loss 0.7307):  44%|████▍     | 7034/16050 [1:18:48<1:36:36,  1.56it/s]
Training 2/3 epoch (loss 0.7307):  44%|████▍     | 7035/16050 [1:18:48<1:35:18,  1.58it/s]
Training 2/3 epoch (loss 0.1818):  44%|████▍     | 7035/16050 [1:18:48<1:35:18,  1.58it/s]
Training 2/3 epoch (loss 0.1818):  44%|████▍     | 7036/16050 [1:18:48<1:23:21,  1.80it/s]
Training 2/3 epoch (loss 0.2966):  44%|████▍     | 7036/16050 [1:18:48<1:23:21,  1.80it/s]
Training 2/3 epoch (loss 0.2966):  44%|████▍     | 7037/16050 [1:18:48<1:14:02,  2.03it/s]
Training 2/3 epoch (loss 0.4986):  44%|████▍     | 7037/16050 [1:18:49<1:14:02,  2.03it/s]
Training 2/3 epoch (loss 0.4986):  44%|████▍     | 7038/16050 [1:18:49<1:30:56,  1.65it/s]
Training 2/3 epoch (loss 0.0826):  44%|████▍     | 7038/16050 [1:18:50<1:30:56,  1.65it/s]
Training 2/3 epoch (loss 0.0826):  44%|████▍     | 7039/16050 [1:18:50<1:19:49,  1.88it/s]
Training 2/3 epoch (loss 0.3314):  44%|████▍     | 7039/16050 [1:18:52<1:19:49,  1.88it/s]
Training 2/3 epoch (loss 0.3314):  44%|████▍     | 7040/16050 [1:18:52<2:36:14,  1.04s/it]
Training 2/3 epoch (loss 0.6173):  44%|████▍     | 7040/16050 [1:18:52<2:36:14,  1.04s/it]
Training 2/3 epoch (loss 0.6173):  44%|████▍     | 7041/16050 [1:18:52<2:13:20,  1.13it/s]
Training 2/3 epoch (loss 0.0011):  44%|████▍     | 7041/16050 [1:18:53<2:13:20,  1.13it/s]
Training 2/3 epoch (loss 0.0011):  44%|████▍     | 7042/16050 [1:18:53<1:54:16,  1.31it/s]
Training 2/3 epoch (loss 0.0124):  44%|████▍     | 7042/16050 [1:18:53<1:54:16,  1.31it/s]
Training 2/3 epoch (loss 0.0124):  44%|████▍     | 7043/16050 [1:18:53<1:47:41,  1.39it/s]
Training 2/3 epoch (loss 0.3351):  44%|████▍     | 7043/16050 [1:18:54<1:47:41,  1.39it/s]
Training 2/3 epoch (loss 0.3351):  44%|████▍     | 7044/16050 [1:18:54<1:44:05,  1.44it/s]
Training 2/3 epoch (loss 0.0510):  44%|████▍     | 7044/16050 [1:18:55<1:44:05,  1.44it/s]
Training 2/3 epoch (loss 0.0510):  44%|████▍     | 7045/16050 [1:18:55<1:30:35,  1.66it/s]
Training 2/3 epoch (loss 0.0075):  44%|████▍     | 7045/16050 [1:18:55<1:30:35,  1.66it/s]
Training 2/3 epoch (loss 0.0075):  44%|████▍     | 7046/16050 [1:18:55<1:29:44,  1.67it/s]
Training 2/3 epoch (loss 0.1501):  44%|████▍     | 7046/16050 [1:18:56<1:29:44,  1.67it/s]
Training 2/3 epoch (loss 0.1501):  44%|████▍     | 7047/16050 [1:18:56<1:25:49,  1.75it/s]
Training 2/3 epoch (loss 0.0152):  44%|████▍     | 7047/16050 [1:18:56<1:25:49,  1.75it/s]
Training 2/3 epoch (loss 0.0152):  44%|████▍     | 7048/16050 [1:18:56<1:27:24,  1.72it/s]
Training 2/3 epoch (loss 0.0213):  44%|████▍     | 7048/16050 [1:18:57<1:27:24,  1.72it/s]
Training 2/3 epoch (loss 0.0213):  44%|████▍     | 7049/16050 [1:18:57<1:16:14,  1.97it/s]
Training 2/3 epoch (loss 0.0138):  44%|████▍     | 7049/16050 [1:18:57<1:16:14,  1.97it/s]
Training 2/3 epoch (loss 0.0138):  44%|████▍     | 7050/16050 [1:18:57<1:09:23,  2.16it/s]
Training 2/3 epoch (loss 0.0108):  44%|████▍     | 7050/16050 [1:18:57<1:09:23,  2.16it/s]
Training 2/3 epoch (loss 0.0108):  44%|████▍     | 7051/16050 [1:18:57<1:08:59,  2.17it/s]
Training 2/3 epoch (loss 0.0098):  44%|████▍     | 7051/16050 [1:18:58<1:08:59,  2.17it/s]
Training 2/3 epoch (loss 0.0098):  44%|████▍     | 7052/16050 [1:18:58<1:15:02,  2.00it/s]
Training 2/3 epoch (loss 0.0494):  44%|████▍     | 7052/16050 [1:18:59<1:15:02,  2.00it/s]
Training 2/3 epoch (loss 0.0494):  44%|████▍     | 7053/16050 [1:18:59<1:37:05,  1.54it/s]
Training 2/3 epoch (loss 0.0019):  44%|████▍     | 7053/16050 [1:18:59<1:37:05,  1.54it/s]
Training 2/3 epoch (loss 0.0019):  44%|████▍     | 7054/16050 [1:18:59<1:32:59,  1.61it/s]
Training 2/3 epoch (loss 0.0117):  44%|████▍     | 7054/16050 [1:19:00<1:32:59,  1.61it/s]
Training 2/3 epoch (loss 0.0117):  44%|████▍     | 7055/16050 [1:19:00<1:29:11,  1.68it/s]
Training 2/3 epoch (loss 0.0059):  44%|████▍     | 7055/16050 [1:19:01<1:29:11,  1.68it/s]
Training 2/3 epoch (loss 0.0059):  44%|████▍     | 7056/16050 [1:19:01<1:24:40,  1.77it/s]
Training 2/3 epoch (loss 0.5863):  44%|████▍     | 7056/16050 [1:19:01<1:24:40,  1.77it/s]
Training 2/3 epoch (loss 0.5863):  44%|████▍     | 7057/16050 [1:19:01<1:22:49,  1.81it/s]
Training 2/3 epoch (loss 0.0006):  44%|████▍     | 7057/16050 [1:19:02<1:22:49,  1.81it/s]
Training 2/3 epoch (loss 0.0006):  44%|████▍     | 7058/16050 [1:19:02<1:20:12,  1.87it/s]
Training 2/3 epoch (loss 0.4735):  44%|████▍     | 7058/16050 [1:19:02<1:20:12,  1.87it/s]
Training 2/3 epoch (loss 0.4735):  44%|████▍     | 7059/16050 [1:19:02<1:14:42,  2.01it/s]
Training 2/3 epoch (loss 0.1508):  44%|████▍     | 7059/16050 [1:19:03<1:14:42,  2.01it/s]
Training 2/3 epoch (loss 0.1508):  44%|████▍     | 7060/16050 [1:19:03<1:26:33,  1.73it/s]
Training 2/3 epoch (loss 0.3083):  44%|████▍     | 7060/16050 [1:19:03<1:26:33,  1.73it/s]
Training 2/3 epoch (loss 0.3083):  44%|████▍     | 7061/16050 [1:19:03<1:24:37,  1.77it/s]
Training 2/3 epoch (loss 0.0387):  44%|████▍     | 7061/16050 [1:19:04<1:24:37,  1.77it/s]
Training 2/3 epoch (loss 0.0387):  44%|████▍     | 7062/16050 [1:19:04<1:20:29,  1.86it/s]
Training 2/3 epoch (loss 0.0003):  44%|████▍     | 7062/16050 [1:19:04<1:20:29,  1.86it/s]
Training 2/3 epoch (loss 0.0003):  44%|████▍     | 7063/16050 [1:19:04<1:17:01,  1.94it/s]
Training 2/3 epoch (loss 0.0098):  44%|████▍     | 7063/16050 [1:19:05<1:17:01,  1.94it/s]
Training 2/3 epoch (loss 0.0098):  44%|████▍     | 7064/16050 [1:19:05<1:11:18,  2.10it/s]
Training 2/3 epoch (loss 0.3068):  44%|████▍     | 7064/16050 [1:19:05<1:11:18,  2.10it/s]
Training 2/3 epoch (loss 0.3068):  44%|████▍     | 7065/16050 [1:19:05<1:13:09,  2.05it/s]
Training 2/3 epoch (loss 0.0036):  44%|████▍     | 7065/16050 [1:19:06<1:13:09,  2.05it/s]
Training 2/3 epoch (loss 0.0036):  44%|████▍     | 7066/16050 [1:19:06<1:21:29,  1.84it/s]
Training 2/3 epoch (loss 0.1296):  44%|████▍     | 7066/16050 [1:19:06<1:21:29,  1.84it/s]
Training 2/3 epoch (loss 0.1296):  44%|████▍     | 7067/16050 [1:19:06<1:21:42,  1.83it/s]
Training 2/3 epoch (loss 0.0177):  44%|████▍     | 7067/16050 [1:19:07<1:21:42,  1.83it/s]
Training 2/3 epoch (loss 0.0177):  44%|████▍     | 7068/16050 [1:19:07<1:27:29,  1.71it/s]
Training 2/3 epoch (loss 0.0021):  44%|████▍     | 7068/16050 [1:19:07<1:27:29,  1.71it/s]
Training 2/3 epoch (loss 0.0021):  44%|████▍     | 7069/16050 [1:19:07<1:21:35,  1.83it/s]
Training 2/3 epoch (loss 0.0081):  44%|████▍     | 7069/16050 [1:19:08<1:21:35,  1.83it/s]
Training 2/3 epoch (loss 0.0081):  44%|████▍     | 7070/16050 [1:19:08<1:25:33,  1.75it/s]
Training 2/3 epoch (loss 0.3590):  44%|████▍     | 7070/16050 [1:19:09<1:25:33,  1.75it/s]
Training 2/3 epoch (loss 0.3590):  44%|████▍     | 7071/16050 [1:19:09<1:23:16,  1.80it/s]
Training 2/3 epoch (loss 0.3241):  44%|████▍     | 7071/16050 [1:19:11<1:23:16,  1.80it/s]
Training 2/3 epoch (loss 0.3241):  44%|████▍     | 7072/16050 [1:19:11<2:39:35,  1.07s/it]
Training 2/3 epoch (loss 0.3097):  44%|████▍     | 7072/16050 [1:19:13<2:39:35,  1.07s/it]
Training 2/3 epoch (loss 0.3097):  44%|████▍     | 7073/16050 [1:19:13<3:37:53,  1.46s/it]
Training 2/3 epoch (loss 0.0077):  44%|████▍     | 7073/16050 [1:19:14<3:37:53,  1.46s/it]
Training 2/3 epoch (loss 0.0077):  44%|████▍     | 7074/16050 [1:19:14<2:51:36,  1.15s/it]
Training 2/3 epoch (loss 0.3751):  44%|████▍     | 7074/16050 [1:19:14<2:51:36,  1.15s/it]
Training 2/3 epoch (loss 0.3751):  44%|████▍     | 7075/16050 [1:19:14<2:30:17,  1.00s/it]
Training 2/3 epoch (loss 0.0946):  44%|████▍     | 7075/16050 [1:19:15<2:30:17,  1.00s/it]
Training 2/3 epoch (loss 0.0946):  44%|████▍     | 7076/16050 [1:19:15<2:08:51,  1.16it/s]
Training 2/3 epoch (loss 0.0129):  44%|████▍     | 7076/16050 [1:19:15<2:08:51,  1.16it/s]
Training 2/3 epoch (loss 0.0129):  44%|████▍     | 7077/16050 [1:19:15<1:51:28,  1.34it/s]
Training 2/3 epoch (loss 0.0002):  44%|████▍     | 7077/16050 [1:19:16<1:51:28,  1.34it/s]
Training 2/3 epoch (loss 0.0002):  44%|████▍     | 7078/16050 [1:19:16<1:40:11,  1.49it/s]
Training 2/3 epoch (loss 0.2222):  44%|████▍     | 7078/16050 [1:19:16<1:40:11,  1.49it/s]
Training 2/3 epoch (loss 0.2222):  44%|████▍     | 7079/16050 [1:19:16<1:30:27,  1.65it/s]
Training 2/3 epoch (loss 0.1819):  44%|████▍     | 7079/16050 [1:19:17<1:30:27,  1.65it/s]
Training 2/3 epoch (loss 0.1819):  44%|████▍     | 7080/16050 [1:19:17<1:32:25,  1.62it/s]
Training 2/3 epoch (loss 0.1253):  44%|████▍     | 7080/16050 [1:19:18<1:32:25,  1.62it/s]
Training 2/3 epoch (loss 0.1253):  44%|████▍     | 7081/16050 [1:19:18<1:31:01,  1.64it/s]
Training 2/3 epoch (loss 0.7974):  44%|████▍     | 7081/16050 [1:19:18<1:31:01,  1.64it/s]
Training 2/3 epoch (loss 0.7974):  44%|████▍     | 7082/16050 [1:19:18<1:31:10,  1.64it/s]
Training 2/3 epoch (loss 0.0232):  44%|████▍     | 7082/16050 [1:19:19<1:31:10,  1.64it/s]
Training 2/3 epoch (loss 0.0232):  44%|████▍     | 7083/16050 [1:19:19<1:40:55,  1.48it/s]
Training 2/3 epoch (loss 0.0011):  44%|████▍     | 7083/16050 [1:19:19<1:40:55,  1.48it/s]
Training 2/3 epoch (loss 0.0011):  44%|████▍     | 7084/16050 [1:19:19<1:32:26,  1.62it/s]
Training 2/3 epoch (loss 0.2605):  44%|████▍     | 7084/16050 [1:19:20<1:32:26,  1.62it/s]
Training 2/3 epoch (loss 0.2605):  44%|████▍     | 7085/16050 [1:19:20<1:27:36,  1.71it/s]
Training 2/3 epoch (loss 0.0745):  44%|████▍     | 7085/16050 [1:19:21<1:27:36,  1.71it/s]
Training 2/3 epoch (loss 0.0745):  44%|████▍     | 7086/16050 [1:19:21<1:29:00,  1.68it/s]
Training 2/3 epoch (loss 0.0113):  44%|████▍     | 7086/16050 [1:19:21<1:29:00,  1.68it/s]
Training 2/3 epoch (loss 0.0113):  44%|████▍     | 7087/16050 [1:19:21<1:32:00,  1.62it/s]
Training 2/3 epoch (loss 0.0444):  44%|████▍     | 7087/16050 [1:19:22<1:32:00,  1.62it/s]
Training 2/3 epoch (loss 0.0444):  44%|████▍     | 7088/16050 [1:19:22<1:24:43,  1.76it/s]
Training 2/3 epoch (loss 0.0147):  44%|████▍     | 7088/16050 [1:19:22<1:24:43,  1.76it/s]
Training 2/3 epoch (loss 0.0147):  44%|████▍     | 7089/16050 [1:19:22<1:20:32,  1.85it/s]
Training 2/3 epoch (loss 0.4734):  44%|████▍     | 7089/16050 [1:19:23<1:20:32,  1.85it/s]
Training 2/3 epoch (loss 0.4734):  44%|████▍     | 7090/16050 [1:19:23<1:47:46,  1.39it/s]
Training 2/3 epoch (loss 0.0008):  44%|████▍     | 7090/16050 [1:19:24<1:47:46,  1.39it/s]
Training 2/3 epoch (loss 0.0008):  44%|████▍     | 7091/16050 [1:19:24<1:36:29,  1.55it/s]
Training 2/3 epoch (loss 0.0302):  44%|████▍     | 7091/16050 [1:19:24<1:36:29,  1.55it/s]
Training 2/3 epoch (loss 0.0302):  44%|████▍     | 7092/16050 [1:19:24<1:35:29,  1.56it/s]
Training 2/3 epoch (loss 0.0689):  44%|████▍     | 7092/16050 [1:19:25<1:35:29,  1.56it/s]
Training 2/3 epoch (loss 0.0689):  44%|████▍     | 7093/16050 [1:19:25<1:33:54,  1.59it/s]
Training 2/3 epoch (loss 0.1794):  44%|████▍     | 7093/16050 [1:19:25<1:33:54,  1.59it/s]
Training 2/3 epoch (loss 0.1794):  44%|████▍     | 7094/16050 [1:19:25<1:21:51,  1.82it/s]
Training 2/3 epoch (loss 0.1569):  44%|████▍     | 7094/16050 [1:19:26<1:21:51,  1.82it/s]
Training 2/3 epoch (loss 0.1569):  44%|████▍     | 7095/16050 [1:19:26<1:20:58,  1.84it/s]
Training 2/3 epoch (loss 0.0522):  44%|████▍     | 7095/16050 [1:19:26<1:20:58,  1.84it/s]
Training 2/3 epoch (loss 0.0522):  44%|████▍     | 7096/16050 [1:19:26<1:21:13,  1.84it/s]
Training 2/3 epoch (loss 0.0390):  44%|████▍     | 7096/16050 [1:19:27<1:21:13,  1.84it/s]
Training 2/3 epoch (loss 0.0390):  44%|████▍     | 7097/16050 [1:19:27<1:24:37,  1.76it/s]
Training 2/3 epoch (loss 0.5688):  44%|████▍     | 7097/16050 [1:19:29<1:24:37,  1.76it/s]
Training 2/3 epoch (loss 0.5688):  44%|████▍     | 7098/16050 [1:19:29<2:44:19,  1.10s/it]
Training 2/3 epoch (loss 0.0010):  44%|████▍     | 7098/16050 [1:19:30<2:44:19,  1.10s/it]
Training 2/3 epoch (loss 0.0010):  44%|████▍     | 7099/16050 [1:19:30<2:15:50,  1.10it/s]
Training 2/3 epoch (loss 0.0500):  44%|████▍     | 7099/16050 [1:19:30<2:15:50,  1.10it/s]
Training 2/3 epoch (loss 0.0500):  44%|████▍     | 7100/16050 [1:19:30<1:53:19,  1.32it/s]
Training 2/3 epoch (loss 0.5491):  44%|████▍     | 7100/16050 [1:19:31<1:53:19,  1.32it/s]
Training 2/3 epoch (loss 0.5491):  44%|████▍     | 7101/16050 [1:19:31<1:33:26,  1.60it/s]
Training 2/3 epoch (loss 0.0003):  44%|████▍     | 7101/16050 [1:19:31<1:33:26,  1.60it/s]
Training 2/3 epoch (loss 0.0003):  44%|████▍     | 7102/16050 [1:19:31<1:32:03,  1.62it/s]
Training 2/3 epoch (loss 0.1685):  44%|████▍     | 7102/16050 [1:19:32<1:32:03,  1.62it/s]
Training 2/3 epoch (loss 0.1685):  44%|████▍     | 7103/16050 [1:19:32<1:49:53,  1.36it/s]
Training 2/3 epoch (loss 0.0016):  44%|████▍     | 7103/16050 [1:19:33<1:49:53,  1.36it/s]
Training 2/3 epoch (loss 0.0016):  44%|████▍     | 7104/16050 [1:19:33<1:33:58,  1.59it/s]
Training 2/3 epoch (loss 0.0304):  44%|████▍     | 7104/16050 [1:19:33<1:33:58,  1.59it/s]
Training 2/3 epoch (loss 0.0304):  44%|████▍     | 7105/16050 [1:19:33<1:19:05,  1.89it/s]
Training 2/3 epoch (loss 0.4076):  44%|████▍     | 7105/16050 [1:19:33<1:19:05,  1.89it/s]
Training 2/3 epoch (loss 0.4076):  44%|████▍     | 7106/16050 [1:19:33<1:13:37,  2.02it/s]
Training 2/3 epoch (loss 0.0036):  44%|████▍     | 7106/16050 [1:19:34<1:13:37,  2.02it/s]
Training 2/3 epoch (loss 0.0036):  44%|████▍     | 7107/16050 [1:19:34<1:11:18,  2.09it/s]
Training 2/3 epoch (loss 0.0239):  44%|████▍     | 7107/16050 [1:19:34<1:11:18,  2.09it/s]
Training 2/3 epoch (loss 0.0239):  44%|████▍     | 7108/16050 [1:19:34<1:07:48,  2.20it/s]
Training 2/3 epoch (loss 0.0425):  44%|████▍     | 7108/16050 [1:19:35<1:07:48,  2.20it/s]
Training 2/3 epoch (loss 0.0425):  44%|████▍     | 7109/16050 [1:19:35<1:17:07,  1.93it/s]
Training 2/3 epoch (loss 0.0522):  44%|████▍     | 7109/16050 [1:19:36<1:17:07,  1.93it/s]
Training 2/3 epoch (loss 0.0522):  44%|████▍     | 7110/16050 [1:19:36<1:26:19,  1.73it/s]
Training 2/3 epoch (loss 0.0578):  44%|████▍     | 7110/16050 [1:19:36<1:26:19,  1.73it/s]
Training 2/3 epoch (loss 0.0578):  44%|████▍     | 7111/16050 [1:19:36<1:38:32,  1.51it/s]
Training 2/3 epoch (loss 0.0341):  44%|████▍     | 7111/16050 [1:19:37<1:38:32,  1.51it/s]
Training 2/3 epoch (loss 0.0341):  44%|████▍     | 7112/16050 [1:19:37<1:29:23,  1.67it/s]
Training 2/3 epoch (loss 0.0401):  44%|████▍     | 7112/16050 [1:19:37<1:29:23,  1.67it/s]
Training 2/3 epoch (loss 0.0401):  44%|████▍     | 7113/16050 [1:19:37<1:25:47,  1.74it/s]
Training 2/3 epoch (loss 0.0017):  44%|████▍     | 7113/16050 [1:19:38<1:25:47,  1.74it/s]
Training 2/3 epoch (loss 0.0017):  44%|████▍     | 7114/16050 [1:19:38<1:20:28,  1.85it/s]
Training 2/3 epoch (loss 0.0110):  44%|████▍     | 7114/16050 [1:19:39<1:20:28,  1.85it/s]
Training 2/3 epoch (loss 0.0110):  44%|████▍     | 7115/16050 [1:19:39<1:31:05,  1.63it/s]
Training 2/3 epoch (loss 0.7372):  44%|████▍     | 7115/16050 [1:19:39<1:31:05,  1.63it/s]
Training 2/3 epoch (loss 0.7372):  44%|████▍     | 7116/16050 [1:19:39<1:22:31,  1.80it/s]
Training 2/3 epoch (loss 0.1490):  44%|████▍     | 7116/16050 [1:19:39<1:22:31,  1.80it/s]
Training 2/3 epoch (loss 0.1490):  44%|████▍     | 7117/16050 [1:19:39<1:19:01,  1.88it/s]
Training 2/3 epoch (loss 0.0231):  44%|████▍     | 7117/16050 [1:19:40<1:19:01,  1.88it/s]
Training 2/3 epoch (loss 0.0231):  44%|████▍     | 7118/16050 [1:19:40<1:13:36,  2.02it/s]
Training 2/3 epoch (loss 0.0012):  44%|████▍     | 7118/16050 [1:19:40<1:13:36,  2.02it/s]
Training 2/3 epoch (loss 0.0012):  44%|████▍     | 7119/16050 [1:19:40<1:14:46,  1.99it/s]
Training 2/3 epoch (loss 0.0680):  44%|████▍     | 7119/16050 [1:19:41<1:14:46,  1.99it/s]
Training 2/3 epoch (loss 0.0680):  44%|████▍     | 7120/16050 [1:19:41<1:07:42,  2.20it/s]
Training 2/3 epoch (loss 0.0030):  44%|████▍     | 7120/16050 [1:19:41<1:07:42,  2.20it/s]
Training 2/3 epoch (loss 0.0030):  44%|████▍     | 7121/16050 [1:19:41<1:07:20,  2.21it/s]
Training 2/3 epoch (loss 0.0014):  44%|████▍     | 7121/16050 [1:19:42<1:07:20,  2.21it/s]
Training 2/3 epoch (loss 0.0014):  44%|████▍     | 7122/16050 [1:19:42<1:09:59,  2.13it/s]
Training 2/3 epoch (loss 0.0072):  44%|████▍     | 7122/16050 [1:19:42<1:09:59,  2.13it/s]
Training 2/3 epoch (loss 0.0072):  44%|████▍     | 7123/16050 [1:19:42<1:09:14,  2.15it/s]
Training 2/3 epoch (loss 0.0420):  44%|████▍     | 7123/16050 [1:19:43<1:09:14,  2.15it/s]
Training 2/3 epoch (loss 0.0420):  44%|████▍     | 7124/16050 [1:19:43<1:07:24,  2.21it/s]
Training 2/3 epoch (loss 0.0360):  44%|████▍     | 7124/16050 [1:19:43<1:07:24,  2.21it/s]
Training 2/3 epoch (loss 0.0360):  44%|████▍     | 7125/16050 [1:19:43<1:13:39,  2.02it/s]
Training 2/3 epoch (loss 0.1056):  44%|████▍     | 7125/16050 [1:19:44<1:13:39,  2.02it/s]
Training 2/3 epoch (loss 0.1056):  44%|████▍     | 7126/16050 [1:19:44<1:12:04,  2.06it/s]
Training 2/3 epoch (loss 0.0169):  44%|████▍     | 7126/16050 [1:19:44<1:12:04,  2.06it/s]
Training 2/3 epoch (loss 0.0169):  44%|████▍     | 7127/16050 [1:19:44<1:15:06,  1.98it/s]
Training 2/3 epoch (loss 0.0042):  44%|████▍     | 7127/16050 [1:19:45<1:15:06,  1.98it/s]
Training 2/3 epoch (loss 0.0042):  44%|████▍     | 7128/16050 [1:19:45<1:23:57,  1.77it/s]
Training 2/3 epoch (loss 0.0034):  44%|████▍     | 7128/16050 [1:19:45<1:23:57,  1.77it/s]
Training 2/3 epoch (loss 0.0034):  44%|████▍     | 7129/16050 [1:19:45<1:23:35,  1.78it/s]
Training 2/3 epoch (loss 0.0386):  44%|████▍     | 7129/16050 [1:19:46<1:23:35,  1.78it/s]
Training 2/3 epoch (loss 0.0386):  44%|████▍     | 7130/16050 [1:19:46<1:18:23,  1.90it/s]
Training 2/3 epoch (loss 0.0571):  44%|████▍     | 7130/16050 [1:19:47<1:18:23,  1.90it/s]
Training 2/3 epoch (loss 0.0571):  44%|████▍     | 7131/16050 [1:19:47<1:26:18,  1.72it/s]
Training 2/3 epoch (loss 0.3558):  44%|████▍     | 7131/16050 [1:19:47<1:26:18,  1.72it/s]
Training 2/3 epoch (loss 0.3558):  44%|████▍     | 7132/16050 [1:19:47<1:17:02,  1.93it/s]
Training 2/3 epoch (loss 0.2345):  44%|████▍     | 7132/16050 [1:19:49<1:17:02,  1.93it/s]
Training 2/3 epoch (loss 0.2345):  44%|████▍     | 7133/16050 [1:19:49<2:33:24,  1.03s/it]
Training 2/3 epoch (loss 0.0030):  44%|████▍     | 7133/16050 [1:19:50<2:33:24,  1.03s/it]
Training 2/3 epoch (loss 0.0030):  44%|████▍     | 7134/16050 [1:19:50<2:16:30,  1.09it/s]
Training 2/3 epoch (loss 0.0427):  44%|████▍     | 7134/16050 [1:19:51<2:16:30,  1.09it/s]
Training 2/3 epoch (loss 0.0427):  44%|████▍     | 7135/16050 [1:19:51<2:12:05,  1.12it/s]
Training 2/3 epoch (loss 0.0203):  44%|████▍     | 7135/16050 [1:19:51<2:12:05,  1.12it/s]
Training 2/3 epoch (loss 0.0203):  44%|████▍     | 7136/16050 [1:19:51<1:59:36,  1.24it/s]
Training 2/3 epoch (loss 0.2435):  44%|████▍     | 7136/16050 [1:19:52<1:59:36,  1.24it/s]
Training 2/3 epoch (loss 0.2435):  44%|████▍     | 7137/16050 [1:19:52<1:44:48,  1.42it/s]
Training 2/3 epoch (loss 0.5001):  44%|████▍     | 7137/16050 [1:19:52<1:44:48,  1.42it/s]
Training 2/3 epoch (loss 0.5001):  44%|████▍     | 7138/16050 [1:19:52<1:34:00,  1.58it/s]
Training 2/3 epoch (loss 0.0276):  44%|████▍     | 7138/16050 [1:19:53<1:34:00,  1.58it/s]
Training 2/3 epoch (loss 0.0276):  44%|████▍     | 7139/16050 [1:19:53<1:36:13,  1.54it/s]
Training 2/3 epoch (loss 0.2823):  44%|████▍     | 7139/16050 [1:19:53<1:36:13,  1.54it/s]
Training 2/3 epoch (loss 0.2823):  44%|████▍     | 7140/16050 [1:19:53<1:25:17,  1.74it/s]
Training 2/3 epoch (loss 0.0013):  44%|████▍     | 7140/16050 [1:19:54<1:25:17,  1.74it/s]
Training 2/3 epoch (loss 0.0013):  44%|████▍     | 7141/16050 [1:19:54<1:27:45,  1.69it/s]
Training 2/3 epoch (loss 0.0004):  44%|████▍     | 7141/16050 [1:19:54<1:27:45,  1.69it/s]
Training 2/3 epoch (loss 0.0004):  44%|████▍     | 7142/16050 [1:19:54<1:19:55,  1.86it/s]
Training 2/3 epoch (loss 0.0021):  44%|████▍     | 7142/16050 [1:19:55<1:19:55,  1.86it/s]
Training 2/3 epoch (loss 0.0021):  45%|████▍     | 7143/16050 [1:19:55<1:14:01,  2.01it/s]
Training 2/3 epoch (loss 0.0062):  45%|████▍     | 7143/16050 [1:19:55<1:14:01,  2.01it/s]
Training 2/3 epoch (loss 0.0062):  45%|████▍     | 7144/16050 [1:19:55<1:12:37,  2.04it/s]
Training 2/3 epoch (loss 0.0189):  45%|████▍     | 7144/16050 [1:19:56<1:12:37,  2.04it/s]
Training 2/3 epoch (loss 0.0189):  45%|████▍     | 7145/16050 [1:19:56<1:19:00,  1.88it/s]
Training 2/3 epoch (loss 0.6033):  45%|████▍     | 7145/16050 [1:19:56<1:19:00,  1.88it/s]
Training 2/3 epoch (loss 0.6033):  45%|████▍     | 7146/16050 [1:19:56<1:16:40,  1.94it/s]
Training 2/3 epoch (loss 0.0027):  45%|████▍     | 7146/16050 [1:19:57<1:16:40,  1.94it/s]
Training 2/3 epoch (loss 0.0027):  45%|████▍     | 7147/16050 [1:19:57<1:17:44,  1.91it/s]
Training 2/3 epoch (loss 0.0303):  45%|████▍     | 7147/16050 [1:19:58<1:17:44,  1.91it/s]
Training 2/3 epoch (loss 0.0303):  45%|████▍     | 7148/16050 [1:19:58<1:24:30,  1.76it/s]
Training 2/3 epoch (loss 0.4883):  45%|████▍     | 7148/16050 [1:19:58<1:24:30,  1.76it/s]
Training 2/3 epoch (loss 0.4883):  45%|████▍     | 7149/16050 [1:19:58<1:22:07,  1.81it/s]
Training 2/3 epoch (loss 0.1385):  45%|████▍     | 7149/16050 [1:19:58<1:22:07,  1.81it/s]
Training 2/3 epoch (loss 0.1385):  45%|████▍     | 7150/16050 [1:19:58<1:11:05,  2.09it/s]
Training 2/3 epoch (loss 0.4424):  45%|████▍     | 7150/16050 [1:19:59<1:11:05,  2.09it/s]
Training 2/3 epoch (loss 0.4424):  45%|████▍     | 7151/16050 [1:19:59<1:03:21,  2.34it/s]
Training 2/3 epoch (loss 0.2755):  45%|████▍     | 7151/16050 [1:19:59<1:03:21,  2.34it/s]
Training 2/3 epoch (loss 0.2755):  45%|████▍     | 7152/16050 [1:19:59<1:11:26,  2.08it/s]
Training 2/3 epoch (loss 0.1114):  45%|████▍     | 7152/16050 [1:20:00<1:11:26,  2.08it/s]
Training 2/3 epoch (loss 0.1114):  45%|████▍     | 7153/16050 [1:20:00<1:42:03,  1.45it/s]
Training 2/3 epoch (loss 0.3612):  45%|████▍     | 7153/16050 [1:20:01<1:42:03,  1.45it/s]
Training 2/3 epoch (loss 0.3612):  45%|████▍     | 7154/16050 [1:20:01<1:32:01,  1.61it/s]
Training 2/3 epoch (loss 0.2588):  45%|████▍     | 7154/16050 [1:20:01<1:32:01,  1.61it/s]
Training 2/3 epoch (loss 0.2588):  45%|████▍     | 7155/16050 [1:20:01<1:24:39,  1.75it/s]
Training 2/3 epoch (loss 0.0502):  45%|████▍     | 7155/16050 [1:20:02<1:24:39,  1.75it/s]
Training 2/3 epoch (loss 0.0502):  45%|████▍     | 7156/16050 [1:20:02<1:26:20,  1.72it/s]
Training 2/3 epoch (loss 0.0553):  45%|████▍     | 7156/16050 [1:20:03<1:26:20,  1.72it/s]
Training 2/3 epoch (loss 0.0553):  45%|████▍     | 7157/16050 [1:20:03<1:32:19,  1.61it/s]
Training 2/3 epoch (loss 0.0667):  45%|████▍     | 7157/16050 [1:20:04<1:32:19,  1.61it/s]
Training 2/3 epoch (loss 0.0667):  45%|████▍     | 7158/16050 [1:20:04<1:40:57,  1.47it/s]
Training 2/3 epoch (loss 0.0030):  45%|████▍     | 7158/16050 [1:20:04<1:40:57,  1.47it/s]
Training 2/3 epoch (loss 0.0030):  45%|████▍     | 7159/16050 [1:20:04<1:35:35,  1.55it/s]
Training 2/3 epoch (loss 0.0003):  45%|████▍     | 7159/16050 [1:20:05<1:35:35,  1.55it/s]
Training 2/3 epoch (loss 0.0003):  45%|████▍     | 7160/16050 [1:20:05<1:25:00,  1.74it/s]
Training 2/3 epoch (loss 0.0021):  45%|████▍     | 7160/16050 [1:20:05<1:25:00,  1.74it/s]
Training 2/3 epoch (loss 0.0021):  45%|████▍     | 7161/16050 [1:20:05<1:19:14,  1.87it/s]
Training 2/3 epoch (loss 0.0008):  45%|████▍     | 7161/16050 [1:20:05<1:19:14,  1.87it/s]
Training 2/3 epoch (loss 0.0008):  45%|████▍     | 7162/16050 [1:20:05<1:15:53,  1.95it/s]
Training 2/3 epoch (loss 0.0608):  45%|████▍     | 7162/16050 [1:20:07<1:15:53,  1.95it/s]
Training 2/3 epoch (loss 0.0608):  45%|████▍     | 7163/16050 [1:20:07<1:48:04,  1.37it/s]
Training 2/3 epoch (loss 0.0561):  45%|████▍     | 7163/16050 [1:20:07<1:48:04,  1.37it/s]
Training 2/3 epoch (loss 0.0561):  45%|████▍     | 7164/16050 [1:20:07<1:40:37,  1.47it/s]
Training 2/3 epoch (loss 0.0068):  45%|████▍     | 7164/16050 [1:20:08<1:40:37,  1.47it/s]
Training 2/3 epoch (loss 0.0068):  45%|████▍     | 7165/16050 [1:20:08<1:36:53,  1.53it/s]
Training 2/3 epoch (loss 0.0048):  45%|████▍     | 7165/16050 [1:20:08<1:36:53,  1.53it/s]
Training 2/3 epoch (loss 0.0048):  45%|████▍     | 7166/16050 [1:20:08<1:38:27,  1.50it/s]
Training 2/3 epoch (loss 0.0864):  45%|████▍     | 7166/16050 [1:20:09<1:38:27,  1.50it/s]
Training 2/3 epoch (loss 0.0864):  45%|████▍     | 7167/16050 [1:20:09<1:36:02,  1.54it/s]
Training 2/3 epoch (loss 0.4350):  45%|████▍     | 7167/16050 [1:20:10<1:36:02,  1.54it/s]
Training 2/3 epoch (loss 0.4350):  45%|████▍     | 7168/16050 [1:20:10<1:36:09,  1.54it/s]
Training 2/3 epoch (loss 0.0088):  45%|████▍     | 7168/16050 [1:20:10<1:36:09,  1.54it/s]
Training 2/3 epoch (loss 0.0088):  45%|████▍     | 7169/16050 [1:20:10<1:28:16,  1.68it/s]
Training 2/3 epoch (loss 0.1707):  45%|████▍     | 7169/16050 [1:20:11<1:28:16,  1.68it/s]
Training 2/3 epoch (loss 0.1707):  45%|████▍     | 7170/16050 [1:20:11<1:28:51,  1.67it/s]
Training 2/3 epoch (loss 0.8517):  45%|████▍     | 7170/16050 [1:20:11<1:28:51,  1.67it/s]
Training 2/3 epoch (loss 0.8517):  45%|████▍     | 7171/16050 [1:20:11<1:17:30,  1.91it/s]
Training 2/3 epoch (loss 0.0026):  45%|████▍     | 7171/16050 [1:20:12<1:17:30,  1.91it/s]
Training 2/3 epoch (loss 0.0026):  45%|████▍     | 7172/16050 [1:20:12<1:30:10,  1.64it/s]
Training 2/3 epoch (loss 0.0024):  45%|████▍     | 7172/16050 [1:20:13<1:30:10,  1.64it/s]
Training 2/3 epoch (loss 0.0024):  45%|████▍     | 7173/16050 [1:20:13<1:27:53,  1.68it/s]
Training 2/3 epoch (loss 0.0162):  45%|████▍     | 7173/16050 [1:20:13<1:27:53,  1.68it/s]
Training 2/3 epoch (loss 0.0162):  45%|████▍     | 7174/16050 [1:20:13<1:21:31,  1.81it/s]
Training 2/3 epoch (loss 0.0626):  45%|████▍     | 7174/16050 [1:20:13<1:21:31,  1.81it/s]
Training 2/3 epoch (loss 0.0626):  45%|████▍     | 7175/16050 [1:20:13<1:17:49,  1.90it/s]
Training 2/3 epoch (loss 0.0241):  45%|████▍     | 7175/16050 [1:20:14<1:17:49,  1.90it/s]
Training 2/3 epoch (loss 0.0241):  45%|████▍     | 7176/16050 [1:20:14<1:33:27,  1.58it/s]
Training 2/3 epoch (loss 0.0057):  45%|████▍     | 7176/16050 [1:20:15<1:33:27,  1.58it/s]
Training 2/3 epoch (loss 0.0057):  45%|████▍     | 7177/16050 [1:20:15<1:28:43,  1.67it/s]
Training 2/3 epoch (loss 0.0007):  45%|████▍     | 7177/16050 [1:20:15<1:28:43,  1.67it/s]
Training 2/3 epoch (loss 0.0007):  45%|████▍     | 7178/16050 [1:20:15<1:19:57,  1.85it/s]
Training 2/3 epoch (loss 0.0003):  45%|████▍     | 7178/16050 [1:20:16<1:19:57,  1.85it/s]
Training 2/3 epoch (loss 0.0003):  45%|████▍     | 7179/16050 [1:20:16<1:19:01,  1.87it/s]
Training 2/3 epoch (loss 0.2026):  45%|████▍     | 7179/16050 [1:20:16<1:19:01,  1.87it/s]
Training 2/3 epoch (loss 0.2026):  45%|████▍     | 7180/16050 [1:20:16<1:10:53,  2.09it/s]
Training 2/3 epoch (loss 0.0598):  45%|████▍     | 7180/16050 [1:20:17<1:10:53,  2.09it/s]
Training 2/3 epoch (loss 0.0598):  45%|████▍     | 7181/16050 [1:20:17<1:11:47,  2.06it/s]
Training 2/3 epoch (loss 0.0440):  45%|████▍     | 7181/16050 [1:20:17<1:11:47,  2.06it/s]
Training 2/3 epoch (loss 0.0440):  45%|████▍     | 7182/16050 [1:20:17<1:18:34,  1.88it/s]
Training 2/3 epoch (loss 0.0154):  45%|████▍     | 7182/16050 [1:20:18<1:18:34,  1.88it/s]
Training 2/3 epoch (loss 0.0154):  45%|████▍     | 7183/16050 [1:20:18<1:45:34,  1.40it/s]
Training 2/3 epoch (loss 0.0829):  45%|████▍     | 7183/16050 [1:20:19<1:45:34,  1.40it/s]
Training 2/3 epoch (loss 0.0829):  45%|████▍     | 7184/16050 [1:20:19<1:35:33,  1.55it/s]
Training 2/3 epoch (loss 0.2788):  45%|████▍     | 7184/16050 [1:20:19<1:35:33,  1.55it/s]
Training 2/3 epoch (loss 0.2788):  45%|████▍     | 7185/16050 [1:20:19<1:26:32,  1.71it/s]
Training 2/3 epoch (loss 0.0014):  45%|████▍     | 7185/16050 [1:20:20<1:26:32,  1.71it/s]
Training 2/3 epoch (loss 0.0014):  45%|████▍     | 7186/16050 [1:20:20<1:24:06,  1.76it/s]
Training 2/3 epoch (loss 0.2054):  45%|████▍     | 7186/16050 [1:20:21<1:24:06,  1.76it/s]
Training 2/3 epoch (loss 0.2054):  45%|████▍     | 7187/16050 [1:20:21<1:29:59,  1.64it/s]
Training 2/3 epoch (loss 0.0007):  45%|████▍     | 7187/16050 [1:20:21<1:29:59,  1.64it/s]
Training 2/3 epoch (loss 0.0007):  45%|████▍     | 7188/16050 [1:20:21<1:19:11,  1.87it/s]
Training 2/3 epoch (loss 0.0242):  45%|████▍     | 7188/16050 [1:20:21<1:19:11,  1.87it/s]
Training 2/3 epoch (loss 0.0242):  45%|████▍     | 7189/16050 [1:20:21<1:12:51,  2.03it/s]
Training 2/3 epoch (loss 0.0080):  45%|████▍     | 7189/16050 [1:20:22<1:12:51,  2.03it/s]
Training 2/3 epoch (loss 0.0080):  45%|████▍     | 7190/16050 [1:20:22<1:17:49,  1.90it/s]
Training 2/3 epoch (loss 0.0202):  45%|████▍     | 7190/16050 [1:20:22<1:17:49,  1.90it/s]
Training 2/3 epoch (loss 0.0202):  45%|████▍     | 7191/16050 [1:20:22<1:16:57,  1.92it/s]
Training 2/3 epoch (loss 0.0024):  45%|████▍     | 7191/16050 [1:20:23<1:16:57,  1.92it/s]
Training 2/3 epoch (loss 0.0024):  45%|████▍     | 7192/16050 [1:20:23<1:21:36,  1.81it/s]
Training 2/3 epoch (loss 0.0801):  45%|████▍     | 7192/16050 [1:20:25<1:21:36,  1.81it/s]
Training 2/3 epoch (loss 0.0801):  45%|████▍     | 7193/16050 [1:20:25<2:41:25,  1.09s/it]
Training 2/3 epoch (loss 0.0337):  45%|████▍     | 7193/16050 [1:20:26<2:41:25,  1.09s/it]
Training 2/3 epoch (loss 0.0337):  45%|████▍     | 7194/16050 [1:20:26<2:16:53,  1.08it/s]
Training 2/3 epoch (loss 0.4016):  45%|████▍     | 7194/16050 [1:20:26<2:16:53,  1.08it/s]
Training 2/3 epoch (loss 0.4016):  45%|████▍     | 7195/16050 [1:20:26<1:53:52,  1.30it/s]
Training 2/3 epoch (loss 0.0170):  45%|████▍     | 7195/16050 [1:20:27<1:53:52,  1.30it/s]
Training 2/3 epoch (loss 0.0170):  45%|████▍     | 7196/16050 [1:20:27<1:44:31,  1.41it/s]
Training 2/3 epoch (loss 0.0454):  45%|████▍     | 7196/16050 [1:20:28<1:44:31,  1.41it/s]
Training 2/3 epoch (loss 0.0454):  45%|████▍     | 7197/16050 [1:20:28<1:41:20,  1.46it/s]
Training 2/3 epoch (loss 0.1924):  45%|████▍     | 7197/16050 [1:20:30<1:41:20,  1.46it/s]
Training 2/3 epoch (loss 0.1924):  45%|████▍     | 7198/16050 [1:20:30<2:55:07,  1.19s/it]
Training 2/3 epoch (loss 0.0101):  45%|████▍     | 7198/16050 [1:20:30<2:55:07,  1.19s/it]
Training 2/3 epoch (loss 0.0101):  45%|████▍     | 7199/16050 [1:20:30<2:19:44,  1.06it/s]
Training 2/3 epoch (loss 0.5618):  45%|████▍     | 7199/16050 [1:20:31<2:19:44,  1.06it/s]
Training 2/3 epoch (loss 0.5618):  45%|████▍     | 7200/16050 [1:20:31<1:55:58,  1.27it/s]
Training 2/3 epoch (loss 0.0068):  45%|████▍     | 7200/16050 [1:20:31<1:55:58,  1.27it/s]
Training 2/3 epoch (loss 0.0068):  45%|████▍     | 7201/16050 [1:20:31<1:39:08,  1.49it/s]
Training 2/3 epoch (loss 0.0018):  45%|████▍     | 7201/16050 [1:20:32<1:39:08,  1.49it/s]
Training 2/3 epoch (loss 0.0018):  45%|████▍     | 7202/16050 [1:20:32<1:38:13,  1.50it/s]
Training 2/3 epoch (loss 0.2314):  45%|████▍     | 7202/16050 [1:20:32<1:38:13,  1.50it/s]
Training 2/3 epoch (loss 0.2314):  45%|████▍     | 7203/16050 [1:20:32<1:33:07,  1.58it/s]
Training 2/3 epoch (loss 0.0143):  45%|████▍     | 7203/16050 [1:20:33<1:33:07,  1.58it/s]
Training 2/3 epoch (loss 0.0143):  45%|████▍     | 7204/16050 [1:20:33<1:31:06,  1.62it/s]
Training 2/3 epoch (loss 0.1170):  45%|████▍     | 7204/16050 [1:20:34<1:31:06,  1.62it/s]
Training 2/3 epoch (loss 0.1170):  45%|████▍     | 7205/16050 [1:20:34<1:33:20,  1.58it/s]
Training 2/3 epoch (loss 0.1296):  45%|████▍     | 7205/16050 [1:20:34<1:33:20,  1.58it/s]
Training 2/3 epoch (loss 0.1296):  45%|████▍     | 7206/16050 [1:20:34<1:19:28,  1.85it/s]
Training 2/3 epoch (loss 0.2362):  45%|████▍     | 7206/16050 [1:20:34<1:19:28,  1.85it/s]
Training 2/3 epoch (loss 0.2362):  45%|████▍     | 7207/16050 [1:20:34<1:18:55,  1.87it/s]
Training 2/3 epoch (loss 0.0018):  45%|████▍     | 7207/16050 [1:20:35<1:18:55,  1.87it/s]
Training 2/3 epoch (loss 0.0018):  45%|████▍     | 7208/16050 [1:20:35<1:08:52,  2.14it/s]
Training 2/3 epoch (loss 0.0069):  45%|████▍     | 7208/16050 [1:20:36<1:08:52,  2.14it/s]
Training 2/3 epoch (loss 0.0069):  45%|████▍     | 7209/16050 [1:20:36<1:56:49,  1.26it/s]
Training 2/3 epoch (loss 0.2458):  45%|████▍     | 7209/16050 [1:20:37<1:56:49,  1.26it/s]
Training 2/3 epoch (loss 0.2458):  45%|████▍     | 7210/16050 [1:20:37<1:43:31,  1.42it/s]
Training 2/3 epoch (loss 0.0004):  45%|████▍     | 7210/16050 [1:20:37<1:43:31,  1.42it/s]
Training 2/3 epoch (loss 0.0004):  45%|████▍     | 7211/16050 [1:20:37<1:31:09,  1.62it/s]
Training 2/3 epoch (loss 0.0009):  45%|████▍     | 7211/16050 [1:20:38<1:31:09,  1.62it/s]
Training 2/3 epoch (loss 0.0009):  45%|████▍     | 7212/16050 [1:20:38<1:39:44,  1.48it/s]
Training 2/3 epoch (loss 0.3074):  45%|████▍     | 7212/16050 [1:20:38<1:39:44,  1.48it/s]
Training 2/3 epoch (loss 0.3074):  45%|████▍     | 7213/16050 [1:20:38<1:28:45,  1.66it/s]
Training 2/3 epoch (loss 0.0040):  45%|████▍     | 7213/16050 [1:20:39<1:28:45,  1.66it/s]
Training 2/3 epoch (loss 0.0040):  45%|████▍     | 7214/16050 [1:20:39<1:23:32,  1.76it/s]
Training 2/3 epoch (loss 0.0012):  45%|████▍     | 7214/16050 [1:20:39<1:23:32,  1.76it/s]
Training 2/3 epoch (loss 0.0012):  45%|████▍     | 7215/16050 [1:20:39<1:16:15,  1.93it/s]
Training 2/3 epoch (loss 0.0267):  45%|████▍     | 7215/16050 [1:20:40<1:16:15,  1.93it/s]
Training 2/3 epoch (loss 0.0267):  45%|████▍     | 7216/16050 [1:20:40<1:20:12,  1.84it/s]
Training 2/3 epoch (loss 0.0025):  45%|████▍     | 7216/16050 [1:20:40<1:20:12,  1.84it/s]
Training 2/3 epoch (loss 0.0025):  45%|████▍     | 7217/16050 [1:20:40<1:15:19,  1.95it/s]
Training 2/3 epoch (loss 0.0076):  45%|████▍     | 7217/16050 [1:20:41<1:15:19,  1.95it/s]
Training 2/3 epoch (loss 0.0076):  45%|████▍     | 7218/16050 [1:20:41<1:15:54,  1.94it/s]
Training 2/3 epoch (loss 0.0105):  45%|████▍     | 7218/16050 [1:20:42<1:15:54,  1.94it/s]
Training 2/3 epoch (loss 0.0105):  45%|████▍     | 7219/16050 [1:20:42<1:18:50,  1.87it/s]
Training 2/3 epoch (loss 0.0031):  45%|████▍     | 7219/16050 [1:20:42<1:18:50,  1.87it/s]
Training 2/3 epoch (loss 0.0031):  45%|████▍     | 7220/16050 [1:20:42<1:25:59,  1.71it/s]
Training 2/3 epoch (loss 1.2014):  45%|████▍     | 7220/16050 [1:20:43<1:25:59,  1.71it/s]
Training 2/3 epoch (loss 1.2014):  45%|████▍     | 7221/16050 [1:20:43<1:29:15,  1.65it/s]
Training 2/3 epoch (loss 0.0214):  45%|████▍     | 7221/16050 [1:20:43<1:29:15,  1.65it/s]
Training 2/3 epoch (loss 0.0214):  45%|████▍     | 7222/16050 [1:20:43<1:25:50,  1.71it/s]
Training 2/3 epoch (loss 0.0330):  45%|████▍     | 7222/16050 [1:20:44<1:25:50,  1.71it/s]
Training 2/3 epoch (loss 0.0330):  45%|████▌     | 7223/16050 [1:20:44<1:19:36,  1.85it/s]
Training 2/3 epoch (loss 0.4947):  45%|████▌     | 7223/16050 [1:20:44<1:19:36,  1.85it/s]
Training 2/3 epoch (loss 0.4947):  45%|████▌     | 7224/16050 [1:20:44<1:14:06,  1.98it/s]
Training 2/3 epoch (loss 0.0016):  45%|████▌     | 7224/16050 [1:20:45<1:14:06,  1.98it/s]
Training 2/3 epoch (loss 0.0016):  45%|████▌     | 7225/16050 [1:20:45<1:11:15,  2.06it/s]
Training 2/3 epoch (loss 0.0007):  45%|████▌     | 7225/16050 [1:20:45<1:11:15,  2.06it/s]
Training 2/3 epoch (loss 0.0007):  45%|████▌     | 7226/16050 [1:20:45<1:11:08,  2.07it/s]
Training 2/3 epoch (loss 0.0038):  45%|████▌     | 7226/16050 [1:20:46<1:11:08,  2.07it/s]
Training 2/3 epoch (loss 0.0038):  45%|████▌     | 7227/16050 [1:20:46<1:12:09,  2.04it/s]
Training 2/3 epoch (loss 0.0030):  45%|████▌     | 7227/16050 [1:20:46<1:12:09,  2.04it/s]
Training 2/3 epoch (loss 0.0030):  45%|████▌     | 7228/16050 [1:20:46<1:25:48,  1.71it/s]
Training 2/3 epoch (loss 0.2248):  45%|████▌     | 7228/16050 [1:20:49<1:25:48,  1.71it/s]
Training 2/3 epoch (loss 0.2248):  45%|████▌     | 7229/16050 [1:20:49<2:44:01,  1.12s/it]
Training 2/3 epoch (loss 0.3064):  45%|████▌     | 7229/16050 [1:20:49<2:44:01,  1.12s/it]
Training 2/3 epoch (loss 0.3064):  45%|████▌     | 7230/16050 [1:20:49<2:10:09,  1.13it/s]
Training 2/3 epoch (loss 0.0031):  45%|████▌     | 7230/16050 [1:20:50<2:10:09,  1.13it/s]
Training 2/3 epoch (loss 0.0031):  45%|████▌     | 7231/16050 [1:20:50<2:07:12,  1.16it/s]
Training 2/3 epoch (loss 0.0018):  45%|████▌     | 7231/16050 [1:20:50<2:07:12,  1.16it/s]
Training 2/3 epoch (loss 0.0018):  45%|████▌     | 7232/16050 [1:20:50<1:49:44,  1.34it/s]
Training 2/3 epoch (loss 0.0098):  45%|████▌     | 7232/16050 [1:20:51<1:49:44,  1.34it/s]
Training 2/3 epoch (loss 0.0098):  45%|████▌     | 7233/16050 [1:20:51<1:34:38,  1.55it/s]
Training 2/3 epoch (loss 0.1289):  45%|████▌     | 7233/16050 [1:20:51<1:34:38,  1.55it/s]
Training 2/3 epoch (loss 0.1289):  45%|████▌     | 7234/16050 [1:20:51<1:33:18,  1.57it/s]
Training 2/3 epoch (loss 0.1134):  45%|████▌     | 7234/16050 [1:20:52<1:33:18,  1.57it/s]
Training 2/3 epoch (loss 0.1134):  45%|████▌     | 7235/16050 [1:20:52<1:29:17,  1.65it/s]
Training 2/3 epoch (loss 0.0140):  45%|████▌     | 7235/16050 [1:20:53<1:29:17,  1.65it/s]
Training 2/3 epoch (loss 0.0140):  45%|████▌     | 7236/16050 [1:20:53<1:45:55,  1.39it/s]
Training 2/3 epoch (loss 0.0290):  45%|████▌     | 7236/16050 [1:20:54<1:45:55,  1.39it/s]
Training 2/3 epoch (loss 0.0290):  45%|████▌     | 7237/16050 [1:20:54<1:41:47,  1.44it/s]
Training 2/3 epoch (loss 0.0610):  45%|████▌     | 7237/16050 [1:20:54<1:41:47,  1.44it/s]
Training 2/3 epoch (loss 0.0610):  45%|████▌     | 7238/16050 [1:20:54<1:37:32,  1.51it/s]
Training 2/3 epoch (loss 0.0239):  45%|████▌     | 7238/16050 [1:20:55<1:37:32,  1.51it/s]
Training 2/3 epoch (loss 0.0239):  45%|████▌     | 7239/16050 [1:20:55<1:44:44,  1.40it/s]
Training 2/3 epoch (loss 0.2097):  45%|████▌     | 7239/16050 [1:20:57<1:44:44,  1.40it/s]
Training 2/3 epoch (loss 0.2097):  45%|████▌     | 7240/16050 [1:20:57<2:56:29,  1.20s/it]
Training 2/3 epoch (loss 0.1775):  45%|████▌     | 7240/16050 [1:21:00<2:56:29,  1.20s/it]
Training 2/3 epoch (loss 0.1775):  45%|████▌     | 7241/16050 [1:21:00<3:49:15,  1.56s/it]
Training 2/3 epoch (loss 0.4402):  45%|████▌     | 7241/16050 [1:21:00<3:49:15,  1.56s/it]
Training 2/3 epoch (loss 0.4402):  45%|████▌     | 7242/16050 [1:21:00<3:06:22,  1.27s/it]
Training 2/3 epoch (loss 0.9567):  45%|████▌     | 7242/16050 [1:21:01<3:06:22,  1.27s/it]
Training 2/3 epoch (loss 0.9567):  45%|████▌     | 7243/16050 [1:21:01<2:24:35,  1.02it/s]
Training 2/3 epoch (loss 0.0011):  45%|████▌     | 7243/16050 [1:21:01<2:24:35,  1.02it/s]
Training 2/3 epoch (loss 0.0011):  45%|████▌     | 7244/16050 [1:21:01<2:03:09,  1.19it/s]
Training 2/3 epoch (loss 0.0062):  45%|████▌     | 7244/16050 [1:21:02<2:03:09,  1.19it/s]
Training 2/3 epoch (loss 0.0062):  45%|████▌     | 7245/16050 [1:21:02<1:48:57,  1.35it/s]
Training 2/3 epoch (loss 0.0023):  45%|████▌     | 7245/16050 [1:21:02<1:48:57,  1.35it/s]
Training 2/3 epoch (loss 0.0023):  45%|████▌     | 7246/16050 [1:21:02<1:43:01,  1.42it/s]
Training 2/3 epoch (loss 0.0155):  45%|████▌     | 7246/16050 [1:21:03<1:43:01,  1.42it/s]
Training 2/3 epoch (loss 0.0155):  45%|████▌     | 7247/16050 [1:21:03<1:32:30,  1.59it/s]
Training 2/3 epoch (loss 0.0040):  45%|████▌     | 7247/16050 [1:21:03<1:32:30,  1.59it/s]
Training 2/3 epoch (loss 0.0040):  45%|████▌     | 7248/16050 [1:21:03<1:22:50,  1.77it/s]
Training 2/3 epoch (loss 0.0021):  45%|████▌     | 7248/16050 [1:21:04<1:22:50,  1.77it/s]
Training 2/3 epoch (loss 0.0021):  45%|████▌     | 7249/16050 [1:21:04<1:21:15,  1.81it/s]
Training 2/3 epoch (loss 0.5002):  45%|████▌     | 7249/16050 [1:21:04<1:21:15,  1.81it/s]
Training 2/3 epoch (loss 0.5002):  45%|████▌     | 7250/16050 [1:21:04<1:12:18,  2.03it/s]
Training 2/3 epoch (loss 0.3526):  45%|████▌     | 7250/16050 [1:21:05<1:12:18,  2.03it/s]
Training 2/3 epoch (loss 0.3526):  45%|████▌     | 7251/16050 [1:21:05<1:08:27,  2.14it/s]
Training 2/3 epoch (loss 0.0035):  45%|████▌     | 7251/16050 [1:21:05<1:08:27,  2.14it/s]
Training 2/3 epoch (loss 0.0035):  45%|████▌     | 7252/16050 [1:21:05<1:16:09,  1.93it/s]
Training 2/3 epoch (loss 0.0509):  45%|████▌     | 7252/16050 [1:21:06<1:16:09,  1.93it/s]
Training 2/3 epoch (loss 0.0509):  45%|████▌     | 7253/16050 [1:21:06<1:33:14,  1.57it/s]
Training 2/3 epoch (loss 1.1022):  45%|████▌     | 7253/16050 [1:21:06<1:33:14,  1.57it/s]
Training 2/3 epoch (loss 1.1022):  45%|████▌     | 7254/16050 [1:21:06<1:20:34,  1.82it/s]
Training 2/3 epoch (loss 0.0051):  45%|████▌     | 7254/16050 [1:21:07<1:20:34,  1.82it/s]
Training 2/3 epoch (loss 0.0051):  45%|████▌     | 7255/16050 [1:21:07<1:23:31,  1.76it/s]
Training 2/3 epoch (loss 0.1448):  45%|████▌     | 7255/16050 [1:21:08<1:23:31,  1.76it/s]
Training 2/3 epoch (loss 0.1448):  45%|████▌     | 7256/16050 [1:21:08<1:36:13,  1.52it/s]
Training 2/3 epoch (loss 0.0873):  45%|████▌     | 7256/16050 [1:21:09<1:36:13,  1.52it/s]
Training 2/3 epoch (loss 0.0873):  45%|████▌     | 7257/16050 [1:21:09<1:34:09,  1.56it/s]
Training 2/3 epoch (loss 0.6376):  45%|████▌     | 7257/16050 [1:21:09<1:34:09,  1.56it/s]
Training 2/3 epoch (loss 0.6376):  45%|████▌     | 7258/16050 [1:21:09<1:22:40,  1.77it/s]
Training 2/3 epoch (loss 0.1771):  45%|████▌     | 7258/16050 [1:21:10<1:22:40,  1.77it/s]
Training 2/3 epoch (loss 0.1771):  45%|████▌     | 7259/16050 [1:21:10<1:34:06,  1.56it/s]
Training 2/3 epoch (loss 0.6205):  45%|████▌     | 7259/16050 [1:21:10<1:34:06,  1.56it/s]
Training 2/3 epoch (loss 0.6205):  45%|████▌     | 7260/16050 [1:21:10<1:29:27,  1.64it/s]
Training 2/3 epoch (loss 0.0107):  45%|████▌     | 7260/16050 [1:21:11<1:29:27,  1.64it/s]
Training 2/3 epoch (loss 0.0107):  45%|████▌     | 7261/16050 [1:21:11<1:24:53,  1.73it/s]
Training 2/3 epoch (loss 0.0070):  45%|████▌     | 7261/16050 [1:21:11<1:24:53,  1.73it/s]
Training 2/3 epoch (loss 0.0070):  45%|████▌     | 7262/16050 [1:21:11<1:17:43,  1.88it/s]
Training 2/3 epoch (loss 0.0006):  45%|████▌     | 7262/16050 [1:21:12<1:17:43,  1.88it/s]
Training 2/3 epoch (loss 0.0006):  45%|████▌     | 7263/16050 [1:21:12<1:17:58,  1.88it/s]
Training 2/3 epoch (loss 0.0022):  45%|████▌     | 7263/16050 [1:21:12<1:17:58,  1.88it/s]
Training 2/3 epoch (loss 0.0022):  45%|████▌     | 7264/16050 [1:21:12<1:15:16,  1.95it/s]
Training 2/3 epoch (loss 0.0154):  45%|████▌     | 7264/16050 [1:21:13<1:15:16,  1.95it/s]
Training 2/3 epoch (loss 0.0154):  45%|████▌     | 7265/16050 [1:21:13<1:15:38,  1.94it/s]
Training 2/3 epoch (loss 0.0554):  45%|████▌     | 7265/16050 [1:21:14<1:15:38,  1.94it/s]
Training 2/3 epoch (loss 0.0554):  45%|████▌     | 7266/16050 [1:21:14<1:43:20,  1.42it/s]
Training 2/3 epoch (loss 0.5159):  45%|████▌     | 7266/16050 [1:21:14<1:43:20,  1.42it/s]
Training 2/3 epoch (loss 0.5159):  45%|████▌     | 7267/16050 [1:21:14<1:27:46,  1.67it/s]
Training 2/3 epoch (loss 0.0291):  45%|████▌     | 7267/16050 [1:21:15<1:27:46,  1.67it/s]
Training 2/3 epoch (loss 0.0291):  45%|████▌     | 7268/16050 [1:21:15<1:28:56,  1.65it/s]
Training 2/3 epoch (loss 0.0043):  45%|████▌     | 7268/16050 [1:21:15<1:28:56,  1.65it/s]
Training 2/3 epoch (loss 0.0043):  45%|████▌     | 7269/16050 [1:21:15<1:28:51,  1.65it/s]
Training 2/3 epoch (loss 0.1843):  45%|████▌     | 7269/16050 [1:21:16<1:28:51,  1.65it/s]
Training 2/3 epoch (loss 0.1843):  45%|████▌     | 7270/16050 [1:21:16<1:28:05,  1.66it/s]
Training 2/3 epoch (loss 0.4262):  45%|████▌     | 7270/16050 [1:21:16<1:28:05,  1.66it/s]
Training 2/3 epoch (loss 0.4262):  45%|████▌     | 7271/16050 [1:21:16<1:16:21,  1.92it/s]
Training 2/3 epoch (loss 0.0325):  45%|████▌     | 7271/16050 [1:21:17<1:16:21,  1.92it/s]
Training 2/3 epoch (loss 0.0325):  45%|████▌     | 7272/16050 [1:21:17<1:16:39,  1.91it/s]
Training 2/3 epoch (loss 0.3244):  45%|████▌     | 7272/16050 [1:21:17<1:16:39,  1.91it/s]
Training 2/3 epoch (loss 0.3244):  45%|████▌     | 7273/16050 [1:21:17<1:14:29,  1.96it/s]
Training 2/3 epoch (loss 0.0130):  45%|████▌     | 7273/16050 [1:21:18<1:14:29,  1.96it/s]
Training 2/3 epoch (loss 0.0130):  45%|████▌     | 7274/16050 [1:21:18<1:19:25,  1.84it/s]
Training 2/3 epoch (loss 0.0368):  45%|████▌     | 7274/16050 [1:21:19<1:19:25,  1.84it/s]
Training 2/3 epoch (loss 0.0368):  45%|████▌     | 7275/16050 [1:21:19<1:23:06,  1.76it/s]
Training 2/3 epoch (loss 0.0562):  45%|████▌     | 7275/16050 [1:21:19<1:23:06,  1.76it/s]
Training 2/3 epoch (loss 0.0562):  45%|████▌     | 7276/16050 [1:21:19<1:18:24,  1.87it/s]
Training 2/3 epoch (loss 0.0620):  45%|████▌     | 7276/16050 [1:21:20<1:18:24,  1.87it/s]
Training 2/3 epoch (loss 0.0620):  45%|████▌     | 7277/16050 [1:21:20<1:35:25,  1.53it/s]
Training 2/3 epoch (loss 0.0039):  45%|████▌     | 7277/16050 [1:21:20<1:35:25,  1.53it/s]
Training 2/3 epoch (loss 0.0039):  45%|████▌     | 7278/16050 [1:21:20<1:23:56,  1.74it/s]
Training 2/3 epoch (loss 0.0020):  45%|████▌     | 7278/16050 [1:21:21<1:23:56,  1.74it/s]
Training 2/3 epoch (loss 0.0020):  45%|████▌     | 7279/16050 [1:21:21<1:15:43,  1.93it/s]
Training 2/3 epoch (loss 0.0398):  45%|████▌     | 7279/16050 [1:21:22<1:15:43,  1.93it/s]
Training 2/3 epoch (loss 0.0398):  45%|████▌     | 7280/16050 [1:21:22<1:42:40,  1.42it/s]
Training 2/3 epoch (loss 0.0221):  45%|████▌     | 7280/16050 [1:21:23<1:42:40,  1.42it/s]
Training 2/3 epoch (loss 0.0221):  45%|████▌     | 7281/16050 [1:21:23<1:46:30,  1.37it/s]
Training 2/3 epoch (loss 0.2476):  45%|████▌     | 7281/16050 [1:21:23<1:46:30,  1.37it/s]
Training 2/3 epoch (loss 0.2476):  45%|████▌     | 7282/16050 [1:21:23<1:35:02,  1.54it/s]
Training 2/3 epoch (loss 0.3121):  45%|████▌     | 7282/16050 [1:21:24<1:35:02,  1.54it/s]
Training 2/3 epoch (loss 0.3121):  45%|████▌     | 7283/16050 [1:21:24<1:34:54,  1.54it/s]
Training 2/3 epoch (loss 0.1143):  45%|████▌     | 7283/16050 [1:21:24<1:34:54,  1.54it/s]
Training 2/3 epoch (loss 0.1143):  45%|████▌     | 7284/16050 [1:21:24<1:25:38,  1.71it/s]
Training 2/3 epoch (loss 0.2980):  45%|████▌     | 7284/16050 [1:21:25<1:25:38,  1.71it/s]
Training 2/3 epoch (loss 0.2980):  45%|████▌     | 7285/16050 [1:21:25<1:25:52,  1.70it/s]
Training 2/3 epoch (loss 0.0030):  45%|████▌     | 7285/16050 [1:21:25<1:25:52,  1.70it/s]
Training 2/3 epoch (loss 0.0030):  45%|████▌     | 7286/16050 [1:21:25<1:23:49,  1.74it/s]
Training 2/3 epoch (loss 0.4542):  45%|████▌     | 7286/16050 [1:21:26<1:23:49,  1.74it/s]
Training 2/3 epoch (loss 0.4542):  45%|████▌     | 7287/16050 [1:21:26<1:12:19,  2.02it/s]
Training 2/3 epoch (loss 0.2136):  45%|████▌     | 7287/16050 [1:21:26<1:12:19,  2.02it/s]
Training 2/3 epoch (loss 0.2136):  45%|████▌     | 7288/16050 [1:21:26<1:13:25,  1.99it/s]
Training 2/3 epoch (loss 0.0120):  45%|████▌     | 7288/16050 [1:21:27<1:13:25,  1.99it/s]
Training 2/3 epoch (loss 0.0120):  45%|████▌     | 7289/16050 [1:21:27<1:17:57,  1.87it/s]
Training 2/3 epoch (loss 0.4955):  45%|████▌     | 7289/16050 [1:21:27<1:17:57,  1.87it/s]
Training 2/3 epoch (loss 0.4955):  45%|████▌     | 7290/16050 [1:21:27<1:12:50,  2.00it/s]
Training 2/3 epoch (loss 0.0180):  45%|████▌     | 7290/16050 [1:21:28<1:12:50,  2.00it/s]
Training 2/3 epoch (loss 0.0180):  45%|████▌     | 7291/16050 [1:21:28<1:08:46,  2.12it/s]
Training 2/3 epoch (loss 0.3805):  45%|████▌     | 7291/16050 [1:21:28<1:08:46,  2.12it/s]
Training 2/3 epoch (loss 0.3805):  45%|████▌     | 7292/16050 [1:21:28<1:06:40,  2.19it/s]
Training 2/3 epoch (loss 0.3253):  45%|████▌     | 7292/16050 [1:21:29<1:06:40,  2.19it/s]
Training 2/3 epoch (loss 0.3253):  45%|████▌     | 7293/16050 [1:21:29<1:15:52,  1.92it/s]
Training 2/3 epoch (loss 0.0003):  45%|████▌     | 7293/16050 [1:21:29<1:15:52,  1.92it/s]
Training 2/3 epoch (loss 0.0003):  45%|████▌     | 7294/16050 [1:21:29<1:16:32,  1.91it/s]
Training 2/3 epoch (loss 0.0384):  45%|████▌     | 7294/16050 [1:21:30<1:16:32,  1.91it/s]
Training 2/3 epoch (loss 0.0384):  45%|████▌     | 7295/16050 [1:21:30<1:25:09,  1.71it/s]
Training 2/3 epoch (loss 0.0216):  45%|████▌     | 7295/16050 [1:21:31<1:25:09,  1.71it/s]
Training 2/3 epoch (loss 0.0216):  45%|████▌     | 7296/16050 [1:21:31<1:36:32,  1.51it/s]
Training 2/3 epoch (loss 0.0066):  45%|████▌     | 7296/16050 [1:21:32<1:36:32,  1.51it/s]
Training 2/3 epoch (loss 0.0066):  45%|████▌     | 7297/16050 [1:21:32<1:54:19,  1.28it/s]
Training 2/3 epoch (loss 0.0649):  45%|████▌     | 7297/16050 [1:21:32<1:54:19,  1.28it/s]
Training 2/3 epoch (loss 0.0649):  45%|████▌     | 7298/16050 [1:21:32<1:44:09,  1.40it/s]
Training 2/3 epoch (loss 0.0256):  45%|████▌     | 7298/16050 [1:21:33<1:44:09,  1.40it/s]
Training 2/3 epoch (loss 0.0256):  45%|████▌     | 7299/16050 [1:21:33<1:40:40,  1.45it/s]
Training 2/3 epoch (loss 0.5618):  45%|████▌     | 7299/16050 [1:21:34<1:40:40,  1.45it/s]
Training 2/3 epoch (loss 0.5618):  45%|████▌     | 7300/16050 [1:21:34<1:30:29,  1.61it/s]
Training 2/3 epoch (loss 0.0426):  45%|████▌     | 7300/16050 [1:21:34<1:30:29,  1.61it/s]
Training 2/3 epoch (loss 0.0426):  45%|████▌     | 7301/16050 [1:21:34<1:16:33,  1.90it/s]
Training 2/3 epoch (loss 0.4401):  45%|████▌     | 7301/16050 [1:21:34<1:16:33,  1.90it/s]
Training 2/3 epoch (loss 0.4401):  45%|████▌     | 7302/16050 [1:21:34<1:14:04,  1.97it/s]
Training 2/3 epoch (loss 0.0330):  45%|████▌     | 7302/16050 [1:21:35<1:14:04,  1.97it/s]
Training 2/3 epoch (loss 0.0330):  46%|████▌     | 7303/16050 [1:21:35<1:14:38,  1.95it/s]
Training 2/3 epoch (loss 0.0033):  46%|████▌     | 7303/16050 [1:21:35<1:14:38,  1.95it/s]
Training 2/3 epoch (loss 0.0033):  46%|████▌     | 7304/16050 [1:21:35<1:18:35,  1.85it/s]
Training 2/3 epoch (loss 0.2342):  46%|████▌     | 7304/16050 [1:21:36<1:18:35,  1.85it/s]
Training 2/3 epoch (loss 0.2342):  46%|████▌     | 7305/16050 [1:21:36<1:12:31,  2.01it/s]
Training 2/3 epoch (loss 0.0024):  46%|████▌     | 7305/16050 [1:21:37<1:12:31,  2.01it/s]
Training 2/3 epoch (loss 0.0024):  46%|████▌     | 7306/16050 [1:21:37<1:19:41,  1.83it/s]
Training 2/3 epoch (loss 0.0115):  46%|████▌     | 7306/16050 [1:21:37<1:19:41,  1.83it/s]
Training 2/3 epoch (loss 0.0115):  46%|████▌     | 7307/16050 [1:21:37<1:15:39,  1.93it/s]
Training 2/3 epoch (loss 0.0056):  46%|████▌     | 7307/16050 [1:21:37<1:15:39,  1.93it/s]
Training 2/3 epoch (loss 0.0056):  46%|████▌     | 7308/16050 [1:21:37<1:09:00,  2.11it/s]
Training 2/3 epoch (loss 0.0085):  46%|████▌     | 7308/16050 [1:21:38<1:09:00,  2.11it/s]
Training 2/3 epoch (loss 0.0085):  46%|████▌     | 7309/16050 [1:21:38<1:21:16,  1.79it/s]
Training 2/3 epoch (loss 0.1001):  46%|████▌     | 7309/16050 [1:21:38<1:21:16,  1.79it/s]
Training 2/3 epoch (loss 0.1001):  46%|████▌     | 7310/16050 [1:21:38<1:12:49,  2.00it/s]
Training 2/3 epoch (loss 0.0336):  46%|████▌     | 7310/16050 [1:21:39<1:12:49,  2.00it/s]
Training 2/3 epoch (loss 0.0336):  46%|████▌     | 7311/16050 [1:21:39<1:14:16,  1.96it/s]
Training 2/3 epoch (loss 0.3127):  46%|████▌     | 7311/16050 [1:21:41<1:14:16,  1.96it/s]
Training 2/3 epoch (loss 0.3127):  46%|████▌     | 7312/16050 [1:21:41<2:34:46,  1.06s/it]
Training 2/3 epoch (loss 0.0123):  46%|████▌     | 7312/16050 [1:21:42<2:34:46,  1.06s/it]
Training 2/3 epoch (loss 0.0123):  46%|████▌     | 7313/16050 [1:21:42<2:20:28,  1.04it/s]
Training 2/3 epoch (loss 0.2395):  46%|████▌     | 7313/16050 [1:21:44<2:20:28,  1.04it/s]
Training 2/3 epoch (loss 0.2395):  46%|████▌     | 7314/16050 [1:21:44<3:21:22,  1.38s/it]
Training 2/3 epoch (loss 0.0766):  46%|████▌     | 7314/16050 [1:21:45<3:21:22,  1.38s/it]
Training 2/3 epoch (loss 0.0766):  46%|████▌     | 7315/16050 [1:21:45<2:45:57,  1.14s/it]
Training 2/3 epoch (loss 0.0084):  46%|████▌     | 7315/16050 [1:21:46<2:45:57,  1.14s/it]
Training 2/3 epoch (loss 0.0084):  46%|████▌     | 7316/16050 [1:21:46<2:22:34,  1.02it/s]
Training 2/3 epoch (loss 0.0158):  46%|████▌     | 7316/16050 [1:21:46<2:22:34,  1.02it/s]
Training 2/3 epoch (loss 0.0158):  46%|████▌     | 7317/16050 [1:21:46<1:57:40,  1.24it/s]
Training 2/3 epoch (loss 0.0063):  46%|████▌     | 7317/16050 [1:21:47<1:57:40,  1.24it/s]
Training 2/3 epoch (loss 0.0063):  46%|████▌     | 7318/16050 [1:21:47<1:47:53,  1.35it/s]
Training 2/3 epoch (loss 0.0077):  46%|████▌     | 7318/16050 [1:21:47<1:47:53,  1.35it/s]
Training 2/3 epoch (loss 0.0077):  46%|████▌     | 7319/16050 [1:21:47<1:36:37,  1.51it/s]
Training 2/3 epoch (loss 0.0385):  46%|████▌     | 7319/16050 [1:21:48<1:36:37,  1.51it/s]
Training 2/3 epoch (loss 0.0385):  46%|████▌     | 7320/16050 [1:21:48<1:31:29,  1.59it/s]
Training 2/3 epoch (loss 0.3863):  46%|████▌     | 7320/16050 [1:21:48<1:31:29,  1.59it/s]
Training 2/3 epoch (loss 0.3863):  46%|████▌     | 7321/16050 [1:21:48<1:31:22,  1.59it/s]
Training 2/3 epoch (loss 0.0087):  46%|████▌     | 7321/16050 [1:21:49<1:31:22,  1.59it/s]
Training 2/3 epoch (loss 0.0087):  46%|████▌     | 7322/16050 [1:21:49<1:22:02,  1.77it/s]
Training 2/3 epoch (loss 0.4586):  46%|████▌     | 7322/16050 [1:21:49<1:22:02,  1.77it/s]
Training 2/3 epoch (loss 0.4586):  46%|████▌     | 7323/16050 [1:21:49<1:32:34,  1.57it/s]
Training 2/3 epoch (loss 0.5779):  46%|████▌     | 7323/16050 [1:21:50<1:32:34,  1.57it/s]
Training 2/3 epoch (loss 0.5779):  46%|████▌     | 7324/16050 [1:21:50<1:28:02,  1.65it/s]
Training 2/3 epoch (loss 0.0092):  46%|████▌     | 7324/16050 [1:21:51<1:28:02,  1.65it/s]
Training 2/3 epoch (loss 0.0092):  46%|████▌     | 7325/16050 [1:21:51<1:23:31,  1.74it/s]
Training 2/3 epoch (loss 0.5564):  46%|████▌     | 7325/16050 [1:21:51<1:23:31,  1.74it/s]
Training 2/3 epoch (loss 0.5564):  46%|████▌     | 7326/16050 [1:21:51<1:18:35,  1.85it/s]
Training 2/3 epoch (loss 0.0026):  46%|████▌     | 7326/16050 [1:21:51<1:18:35,  1.85it/s]
Training 2/3 epoch (loss 0.0026):  46%|████▌     | 7327/16050 [1:21:51<1:16:39,  1.90it/s]
Training 2/3 epoch (loss 0.4967):  46%|████▌     | 7327/16050 [1:21:52<1:16:39,  1.90it/s]
Training 2/3 epoch (loss 0.4967):  46%|████▌     | 7328/16050 [1:21:52<1:19:27,  1.83it/s]
Training 2/3 epoch (loss 0.0897):  46%|████▌     | 7328/16050 [1:21:53<1:19:27,  1.83it/s]
Training 2/3 epoch (loss 0.0897):  46%|████▌     | 7329/16050 [1:21:53<1:21:51,  1.78it/s]
Training 2/3 epoch (loss 0.0123):  46%|████▌     | 7329/16050 [1:21:53<1:21:51,  1.78it/s]
Training 2/3 epoch (loss 0.0123):  46%|████▌     | 7330/16050 [1:21:53<1:15:33,  1.92it/s]
Training 2/3 epoch (loss 0.0005):  46%|████▌     | 7330/16050 [1:21:54<1:15:33,  1.92it/s]
Training 2/3 epoch (loss 0.0005):  46%|████▌     | 7331/16050 [1:21:54<1:11:21,  2.04it/s]
Training 2/3 epoch (loss 0.0027):  46%|████▌     | 7331/16050 [1:21:54<1:11:21,  2.04it/s]
Training 2/3 epoch (loss 0.0027):  46%|████▌     | 7332/16050 [1:21:54<1:15:00,  1.94it/s]
Training 2/3 epoch (loss 0.0053):  46%|████▌     | 7332/16050 [1:21:55<1:15:00,  1.94it/s]
Training 2/3 epoch (loss 0.0053):  46%|████▌     | 7333/16050 [1:21:55<1:28:08,  1.65it/s]
Training 2/3 epoch (loss 0.6267):  46%|████▌     | 7333/16050 [1:21:55<1:28:08,  1.65it/s]
Training 2/3 epoch (loss 0.6267):  46%|████▌     | 7334/16050 [1:21:55<1:22:18,  1.76it/s]
Training 2/3 epoch (loss 0.0342):  46%|████▌     | 7334/16050 [1:21:56<1:22:18,  1.76it/s]
Training 2/3 epoch (loss 0.0342):  46%|████▌     | 7335/16050 [1:21:56<1:26:18,  1.68it/s]
Training 2/3 epoch (loss 0.0024):  46%|████▌     | 7335/16050 [1:21:57<1:26:18,  1.68it/s]
Training 2/3 epoch (loss 0.0024):  46%|████▌     | 7336/16050 [1:21:57<1:26:29,  1.68it/s]
Training 2/3 epoch (loss 0.2602):  46%|████▌     | 7336/16050 [1:21:57<1:26:29,  1.68it/s]
Training 2/3 epoch (loss 0.2602):  46%|████▌     | 7337/16050 [1:21:57<1:24:03,  1.73it/s]
Training 2/3 epoch (loss 0.0834):  46%|████▌     | 7337/16050 [1:21:58<1:24:03,  1.73it/s]
Training 2/3 epoch (loss 0.0834):  46%|████▌     | 7338/16050 [1:21:58<1:19:14,  1.83it/s]
Training 2/3 epoch (loss 0.6936):  46%|████▌     | 7338/16050 [1:22:00<1:19:14,  1.83it/s]
Training 2/3 epoch (loss 0.6936):  46%|████▌     | 7339/16050 [1:22:00<2:32:36,  1.05s/it]
Training 2/3 epoch (loss 0.4597):  46%|████▌     | 7339/16050 [1:22:00<2:32:36,  1.05s/it]
Training 2/3 epoch (loss 0.4597):  46%|████▌     | 7340/16050 [1:22:00<2:06:37,  1.15it/s]
Training 2/3 epoch (loss 0.4181):  46%|████▌     | 7340/16050 [1:22:01<2:06:37,  1.15it/s]
Training 2/3 epoch (loss 0.4181):  46%|████▌     | 7341/16050 [1:22:01<1:48:14,  1.34it/s]
Training 2/3 epoch (loss 0.0004):  46%|████▌     | 7341/16050 [1:22:01<1:48:14,  1.34it/s]
Training 2/3 epoch (loss 0.0004):  46%|████▌     | 7342/16050 [1:22:01<1:30:37,  1.60it/s]
Training 2/3 epoch (loss 0.4485):  46%|████▌     | 7342/16050 [1:22:02<1:30:37,  1.60it/s]
Training 2/3 epoch (loss 0.4485):  46%|████▌     | 7343/16050 [1:22:02<1:27:26,  1.66it/s]
Training 2/3 epoch (loss 0.0013):  46%|████▌     | 7343/16050 [1:22:02<1:27:26,  1.66it/s]
Training 2/3 epoch (loss 0.0013):  46%|████▌     | 7344/16050 [1:22:02<1:22:05,  1.77it/s]
Training 2/3 epoch (loss 0.0017):  46%|████▌     | 7344/16050 [1:22:03<1:22:05,  1.77it/s]
Training 2/3 epoch (loss 0.0017):  46%|████▌     | 7345/16050 [1:22:03<1:16:36,  1.89it/s]
Training 2/3 epoch (loss 0.0242):  46%|████▌     | 7345/16050 [1:22:03<1:16:36,  1.89it/s]
Training 2/3 epoch (loss 0.0242):  46%|████▌     | 7346/16050 [1:22:03<1:13:39,  1.97it/s]
Training 2/3 epoch (loss 0.0055):  46%|████▌     | 7346/16050 [1:22:03<1:13:39,  1.97it/s]
Training 2/3 epoch (loss 0.0055):  46%|████▌     | 7347/16050 [1:22:03<1:11:04,  2.04it/s]
Training 2/3 epoch (loss 0.0531):  46%|████▌     | 7347/16050 [1:22:04<1:11:04,  2.04it/s]
Training 2/3 epoch (loss 0.0531):  46%|████▌     | 7348/16050 [1:22:04<1:16:39,  1.89it/s]
Training 2/3 epoch (loss 0.0004):  46%|████▌     | 7348/16050 [1:22:04<1:16:39,  1.89it/s]
Training 2/3 epoch (loss 0.0004):  46%|████▌     | 7349/16050 [1:22:04<1:08:46,  2.11it/s]
Training 2/3 epoch (loss 0.1001):  46%|████▌     | 7349/16050 [1:22:05<1:08:46,  2.11it/s]
Training 2/3 epoch (loss 0.1001):  46%|████▌     | 7350/16050 [1:22:05<1:13:12,  1.98it/s]
Training 2/3 epoch (loss 0.2667):  46%|████▌     | 7350/16050 [1:22:06<1:13:12,  1.98it/s]
Training 2/3 epoch (loss 0.2667):  46%|████▌     | 7351/16050 [1:22:06<1:17:02,  1.88it/s]
Training 2/3 epoch (loss 0.0933):  46%|████▌     | 7351/16050 [1:22:06<1:17:02,  1.88it/s]
Training 2/3 epoch (loss 0.0933):  46%|████▌     | 7352/16050 [1:22:06<1:16:38,  1.89it/s]
Training 2/3 epoch (loss 0.0008):  46%|████▌     | 7352/16050 [1:22:07<1:16:38,  1.89it/s]
Training 2/3 epoch (loss 0.0008):  46%|████▌     | 7353/16050 [1:22:07<1:24:22,  1.72it/s]
Training 2/3 epoch (loss 0.3293):  46%|████▌     | 7353/16050 [1:22:08<1:24:22,  1.72it/s]
Training 2/3 epoch (loss 0.3293):  46%|████▌     | 7354/16050 [1:22:08<1:34:22,  1.54it/s]
Training 2/3 epoch (loss 0.0097):  46%|████▌     | 7354/16050 [1:22:08<1:34:22,  1.54it/s]
Training 2/3 epoch (loss 0.0097):  46%|████▌     | 7355/16050 [1:22:08<1:26:29,  1.68it/s]
Training 2/3 epoch (loss 0.0016):  46%|████▌     | 7355/16050 [1:22:09<1:26:29,  1.68it/s]
Training 2/3 epoch (loss 0.0016):  46%|████▌     | 7356/16050 [1:22:09<1:18:32,  1.84it/s]
Training 2/3 epoch (loss 0.0350):  46%|████▌     | 7356/16050 [1:22:09<1:18:32,  1.84it/s]
Training 2/3 epoch (loss 0.0350):  46%|████▌     | 7357/16050 [1:22:09<1:21:40,  1.77it/s]
Training 2/3 epoch (loss 0.0117):  46%|████▌     | 7357/16050 [1:22:10<1:21:40,  1.77it/s]
Training 2/3 epoch (loss 0.0117):  46%|████▌     | 7358/16050 [1:22:10<1:13:11,  1.98it/s]
Training 2/3 epoch (loss 0.3066):  46%|████▌     | 7358/16050 [1:22:10<1:13:11,  1.98it/s]
Training 2/3 epoch (loss 0.3066):  46%|████▌     | 7359/16050 [1:22:10<1:13:02,  1.98it/s]
Training 2/3 epoch (loss 0.2504):  46%|████▌     | 7359/16050 [1:22:11<1:13:02,  1.98it/s]
Training 2/3 epoch (loss 0.2504):  46%|████▌     | 7360/16050 [1:22:11<1:11:28,  2.03it/s]
Training 2/3 epoch (loss 0.0025):  46%|████▌     | 7360/16050 [1:22:11<1:11:28,  2.03it/s]
Training 2/3 epoch (loss 0.0025):  46%|████▌     | 7361/16050 [1:22:11<1:09:42,  2.08it/s]
Training 2/3 epoch (loss 0.0158):  46%|████▌     | 7361/16050 [1:22:12<1:09:42,  2.08it/s]
Training 2/3 epoch (loss 0.0158):  46%|████▌     | 7362/16050 [1:22:12<1:16:31,  1.89it/s]
Training 2/3 epoch (loss 0.0136):  46%|████▌     | 7362/16050 [1:22:12<1:16:31,  1.89it/s]
Training 2/3 epoch (loss 0.0136):  46%|████▌     | 7363/16050 [1:22:12<1:19:31,  1.82it/s]
Training 2/3 epoch (loss 0.0026):  46%|████▌     | 7363/16050 [1:22:13<1:19:31,  1.82it/s]
Training 2/3 epoch (loss 0.0026):  46%|████▌     | 7364/16050 [1:22:13<1:23:01,  1.74it/s]
Training 2/3 epoch (loss 0.3133):  46%|████▌     | 7364/16050 [1:22:13<1:23:01,  1.74it/s]
Training 2/3 epoch (loss 0.3133):  46%|████▌     | 7365/16050 [1:22:13<1:13:05,  1.98it/s]
Training 2/3 epoch (loss 0.1993):  46%|████▌     | 7365/16050 [1:22:14<1:13:05,  1.98it/s]
Training 2/3 epoch (loss 0.1993):  46%|████▌     | 7366/16050 [1:22:14<1:30:34,  1.60it/s]
Training 2/3 epoch (loss 0.0023):  46%|████▌     | 7366/16050 [1:22:15<1:30:34,  1.60it/s]
Training 2/3 epoch (loss 0.0023):  46%|████▌     | 7367/16050 [1:22:15<1:50:17,  1.31it/s]
Training 2/3 epoch (loss 0.0188):  46%|████▌     | 7367/16050 [1:22:16<1:50:17,  1.31it/s]
Training 2/3 epoch (loss 0.0188):  46%|████▌     | 7368/16050 [1:22:16<1:38:20,  1.47it/s]
Training 2/3 epoch (loss 0.0007):  46%|████▌     | 7368/16050 [1:22:16<1:38:20,  1.47it/s]
Training 2/3 epoch (loss 0.0007):  46%|████▌     | 7369/16050 [1:22:16<1:23:11,  1.74it/s]
Training 2/3 epoch (loss 0.0096):  46%|████▌     | 7369/16050 [1:22:16<1:23:11,  1.74it/s]
Training 2/3 epoch (loss 0.0096):  46%|████▌     | 7370/16050 [1:22:16<1:20:46,  1.79it/s]
Training 2/3 epoch (loss 0.0217):  46%|████▌     | 7370/16050 [1:22:17<1:20:46,  1.79it/s]
Training 2/3 epoch (loss 0.0217):  46%|████▌     | 7371/16050 [1:22:17<1:33:31,  1.55it/s]
Training 2/3 epoch (loss 0.0004):  46%|████▌     | 7371/16050 [1:22:18<1:33:31,  1.55it/s]
Training 2/3 epoch (loss 0.0004):  46%|████▌     | 7372/16050 [1:22:18<1:24:43,  1.71it/s]
Training 2/3 epoch (loss 0.0988):  46%|████▌     | 7372/16050 [1:22:19<1:24:43,  1.71it/s]
Training 2/3 epoch (loss 0.0988):  46%|████▌     | 7373/16050 [1:22:19<1:37:00,  1.49it/s]
Training 2/3 epoch (loss 0.1586):  46%|████▌     | 7373/16050 [1:22:19<1:37:00,  1.49it/s]
Training 2/3 epoch (loss 0.1586):  46%|████▌     | 7374/16050 [1:22:19<1:25:44,  1.69it/s]
Training 2/3 epoch (loss 0.0121):  46%|████▌     | 7374/16050 [1:22:20<1:25:44,  1.69it/s]
Training 2/3 epoch (loss 0.0121):  46%|████▌     | 7375/16050 [1:22:20<1:27:01,  1.66it/s]
Training 2/3 epoch (loss 0.0043):  46%|████▌     | 7375/16050 [1:22:20<1:27:01,  1.66it/s]
Training 2/3 epoch (loss 0.0043):  46%|████▌     | 7376/16050 [1:22:20<1:19:39,  1.81it/s]
Training 2/3 epoch (loss 0.1035):  46%|████▌     | 7376/16050 [1:22:21<1:19:39,  1.81it/s]
Training 2/3 epoch (loss 0.1035):  46%|████▌     | 7377/16050 [1:22:21<1:12:41,  1.99it/s]
Training 2/3 epoch (loss 0.0884):  46%|████▌     | 7377/16050 [1:22:21<1:12:41,  1.99it/s]
Training 2/3 epoch (loss 0.0884):  46%|████▌     | 7378/16050 [1:22:21<1:13:32,  1.97it/s]
Training 2/3 epoch (loss 0.0041):  46%|████▌     | 7378/16050 [1:22:22<1:13:32,  1.97it/s]
Training 2/3 epoch (loss 0.0041):  46%|████▌     | 7379/16050 [1:22:22<1:11:34,  2.02it/s]
Training 2/3 epoch (loss 0.0009):  46%|████▌     | 7379/16050 [1:22:22<1:11:34,  2.02it/s]
Training 2/3 epoch (loss 0.0009):  46%|████▌     | 7380/16050 [1:22:22<1:10:46,  2.04it/s]
Training 2/3 epoch (loss 0.1735):  46%|████▌     | 7380/16050 [1:22:23<1:10:46,  2.04it/s]
Training 2/3 epoch (loss 0.1735):  46%|████▌     | 7381/16050 [1:22:23<1:12:20,  2.00it/s]
Training 2/3 epoch (loss 0.0090):  46%|████▌     | 7381/16050 [1:22:23<1:12:20,  2.00it/s]
Training 2/3 epoch (loss 0.0090):  46%|████▌     | 7382/16050 [1:22:23<1:21:04,  1.78it/s]
Training 2/3 epoch (loss 0.7124):  46%|████▌     | 7382/16050 [1:22:24<1:21:04,  1.78it/s]
Training 2/3 epoch (loss 0.7124):  46%|████▌     | 7383/16050 [1:22:24<1:14:18,  1.94it/s]
Training 2/3 epoch (loss 0.3104):  46%|████▌     | 7383/16050 [1:22:24<1:14:18,  1.94it/s]
Training 2/3 epoch (loss 0.3104):  46%|████▌     | 7384/16050 [1:22:24<1:12:25,  1.99it/s]
Training 2/3 epoch (loss 0.0125):  46%|████▌     | 7384/16050 [1:22:25<1:12:25,  1.99it/s]
Training 2/3 epoch (loss 0.0125):  46%|████▌     | 7385/16050 [1:22:25<1:09:51,  2.07it/s]
Training 2/3 epoch (loss 0.1061):  46%|████▌     | 7385/16050 [1:22:25<1:09:51,  2.07it/s]
Training 2/3 epoch (loss 0.1061):  46%|████▌     | 7386/16050 [1:22:25<1:23:44,  1.72it/s]
Training 2/3 epoch (loss 0.0369):  46%|████▌     | 7386/16050 [1:22:26<1:23:44,  1.72it/s]
Training 2/3 epoch (loss 0.0369):  46%|████▌     | 7387/16050 [1:22:26<1:30:40,  1.59it/s]
Training 2/3 epoch (loss 0.0232):  46%|████▌     | 7387/16050 [1:22:26<1:30:40,  1.59it/s]
Training 2/3 epoch (loss 0.0232):  46%|████▌     | 7388/16050 [1:22:26<1:19:19,  1.82it/s]
Training 2/3 epoch (loss 0.0049):  46%|████▌     | 7388/16050 [1:22:27<1:19:19,  1.82it/s]
Training 2/3 epoch (loss 0.0049):  46%|████▌     | 7389/16050 [1:22:27<1:17:37,  1.86it/s]
Training 2/3 epoch (loss 0.1588):  46%|████▌     | 7389/16050 [1:22:28<1:17:37,  1.86it/s]
Training 2/3 epoch (loss 0.1588):  46%|████▌     | 7390/16050 [1:22:28<1:20:36,  1.79it/s]
Training 2/3 epoch (loss 0.0047):  46%|████▌     | 7390/16050 [1:22:28<1:20:36,  1.79it/s]
Training 2/3 epoch (loss 0.0047):  46%|████▌     | 7391/16050 [1:22:28<1:19:14,  1.82it/s]
Training 2/3 epoch (loss 0.0018):  46%|████▌     | 7391/16050 [1:22:29<1:19:14,  1.82it/s]
Training 2/3 epoch (loss 0.0018):  46%|████▌     | 7392/16050 [1:22:29<1:15:58,  1.90it/s]
Training 2/3 epoch (loss 0.2779):  46%|████▌     | 7392/16050 [1:22:29<1:15:58,  1.90it/s]
Training 2/3 epoch (loss 0.2779):  46%|████▌     | 7393/16050 [1:22:29<1:13:37,  1.96it/s]
Training 2/3 epoch (loss 0.3478):  46%|████▌     | 7393/16050 [1:22:30<1:13:37,  1.96it/s]
Training 2/3 epoch (loss 0.3478):  46%|████▌     | 7394/16050 [1:22:30<1:21:30,  1.77it/s]
Training 2/3 epoch (loss 0.0006):  46%|████▌     | 7394/16050 [1:22:30<1:21:30,  1.77it/s]
Training 2/3 epoch (loss 0.0006):  46%|████▌     | 7395/16050 [1:22:30<1:16:58,  1.87it/s]
Training 2/3 epoch (loss 0.0127):  46%|████▌     | 7395/16050 [1:22:31<1:16:58,  1.87it/s]
Training 2/3 epoch (loss 0.0127):  46%|████▌     | 7396/16050 [1:22:31<1:10:52,  2.04it/s]
Training 2/3 epoch (loss 0.0031):  46%|████▌     | 7396/16050 [1:22:31<1:10:52,  2.04it/s]
Training 2/3 epoch (loss 0.0031):  46%|████▌     | 7397/16050 [1:22:31<1:27:09,  1.65it/s]
Training 2/3 epoch (loss 0.0002):  46%|████▌     | 7397/16050 [1:22:32<1:27:09,  1.65it/s]
Training 2/3 epoch (loss 0.0002):  46%|████▌     | 7398/16050 [1:22:32<1:24:49,  1.70it/s]
Training 2/3 epoch (loss 0.0169):  46%|████▌     | 7398/16050 [1:22:33<1:24:49,  1.70it/s]
Training 2/3 epoch (loss 0.0169):  46%|████▌     | 7399/16050 [1:22:33<1:21:58,  1.76it/s]
Training 2/3 epoch (loss 0.0007):  46%|████▌     | 7399/16050 [1:22:33<1:21:58,  1.76it/s]
Training 2/3 epoch (loss 0.0007):  46%|████▌     | 7400/16050 [1:22:33<1:20:39,  1.79it/s]
Training 2/3 epoch (loss 0.0306):  46%|████▌     | 7400/16050 [1:22:34<1:20:39,  1.79it/s]
Training 2/3 epoch (loss 0.0306):  46%|████▌     | 7401/16050 [1:22:34<1:17:15,  1.87it/s]
Training 2/3 epoch (loss 0.5158):  46%|████▌     | 7401/16050 [1:22:34<1:17:15,  1.87it/s]
Training 2/3 epoch (loss 0.5158):  46%|████▌     | 7402/16050 [1:22:34<1:22:14,  1.75it/s]
Training 2/3 epoch (loss 0.0086):  46%|████▌     | 7402/16050 [1:22:35<1:22:14,  1.75it/s]
Training 2/3 epoch (loss 0.0086):  46%|████▌     | 7403/16050 [1:22:35<1:15:47,  1.90it/s]
Training 2/3 epoch (loss 0.0732):  46%|████▌     | 7403/16050 [1:22:35<1:15:47,  1.90it/s]
Training 2/3 epoch (loss 0.0732):  46%|████▌     | 7404/16050 [1:22:35<1:07:53,  2.12it/s]
Training 2/3 epoch (loss 0.0031):  46%|████▌     | 7404/16050 [1:22:36<1:07:53,  2.12it/s]
Training 2/3 epoch (loss 0.0031):  46%|████▌     | 7405/16050 [1:22:36<1:13:50,  1.95it/s]
Training 2/3 epoch (loss 0.0047):  46%|████▌     | 7405/16050 [1:22:36<1:13:50,  1.95it/s]
Training 2/3 epoch (loss 0.0047):  46%|████▌     | 7406/16050 [1:22:36<1:10:30,  2.04it/s]
Training 2/3 epoch (loss 0.0007):  46%|████▌     | 7406/16050 [1:22:36<1:10:30,  2.04it/s]
Training 2/3 epoch (loss 0.0007):  46%|████▌     | 7407/16050 [1:22:36<1:10:08,  2.05it/s]
Training 2/3 epoch (loss 0.0123):  46%|████▌     | 7407/16050 [1:22:37<1:10:08,  2.05it/s]
Training 2/3 epoch (loss 0.0123):  46%|████▌     | 7408/16050 [1:22:37<1:03:42,  2.26it/s]
Training 2/3 epoch (loss 0.0005):  46%|████▌     | 7408/16050 [1:22:37<1:03:42,  2.26it/s]
Training 2/3 epoch (loss 0.0005):  46%|████▌     | 7409/16050 [1:22:37<1:10:26,  2.04it/s]
Training 2/3 epoch (loss 0.3138):  46%|████▌     | 7409/16050 [1:22:40<1:10:26,  2.04it/s]
Training 2/3 epoch (loss 0.3138):  46%|████▌     | 7410/16050 [1:22:40<2:31:06,  1.05s/it]
Training 2/3 epoch (loss 0.3780):  46%|████▌     | 7410/16050 [1:22:40<2:31:06,  1.05s/it]
Training 2/3 epoch (loss 0.3780):  46%|████▌     | 7411/16050 [1:22:40<2:09:20,  1.11it/s]
Training 2/3 epoch (loss 0.0221):  46%|████▌     | 7411/16050 [1:22:41<2:09:20,  1.11it/s]
Training 2/3 epoch (loss 0.0221):  46%|████▌     | 7412/16050 [1:22:41<1:54:06,  1.26it/s]
Training 2/3 epoch (loss 0.3749):  46%|████▌     | 7412/16050 [1:22:41<1:54:06,  1.26it/s]
Training 2/3 epoch (loss 0.3749):  46%|████▌     | 7413/16050 [1:22:41<1:37:32,  1.48it/s]
Training 2/3 epoch (loss 0.2433):  46%|████▌     | 7413/16050 [1:22:42<1:37:32,  1.48it/s]
Training 2/3 epoch (loss 0.2433):  46%|████▌     | 7414/16050 [1:22:42<1:42:44,  1.40it/s]
Training 2/3 epoch (loss 0.0676):  46%|████▌     | 7414/16050 [1:22:43<1:42:44,  1.40it/s]
Training 2/3 epoch (loss 0.0676):  46%|████▌     | 7415/16050 [1:22:43<1:54:47,  1.25it/s]
Training 2/3 epoch (loss 0.5486):  46%|████▌     | 7415/16050 [1:22:43<1:54:47,  1.25it/s]
Training 2/3 epoch (loss 0.5486):  46%|████▌     | 7416/16050 [1:22:43<1:33:00,  1.55it/s]
Training 2/3 epoch (loss 0.0162):  46%|████▌     | 7416/16050 [1:22:44<1:33:00,  1.55it/s]
Training 2/3 epoch (loss 0.0162):  46%|████▌     | 7417/16050 [1:22:44<1:24:45,  1.70it/s]
Training 2/3 epoch (loss 0.0017):  46%|████▌     | 7417/16050 [1:22:44<1:24:45,  1.70it/s]
Training 2/3 epoch (loss 0.0017):  46%|████▌     | 7418/16050 [1:22:44<1:26:20,  1.67it/s]
Training 2/3 epoch (loss 0.0115):  46%|████▌     | 7418/16050 [1:22:45<1:26:20,  1.67it/s]
Training 2/3 epoch (loss 0.0115):  46%|████▌     | 7419/16050 [1:22:45<1:20:29,  1.79it/s]
Training 2/3 epoch (loss 0.0010):  46%|████▌     | 7419/16050 [1:22:45<1:20:29,  1.79it/s]
Training 2/3 epoch (loss 0.0010):  46%|████▌     | 7420/16050 [1:22:45<1:19:58,  1.80it/s]
Training 2/3 epoch (loss 0.2217):  46%|████▌     | 7420/16050 [1:22:46<1:19:58,  1.80it/s]
Training 2/3 epoch (loss 0.2217):  46%|████▌     | 7421/16050 [1:22:46<1:24:28,  1.70it/s]
Training 2/3 epoch (loss 0.0192):  46%|████▌     | 7421/16050 [1:22:47<1:24:28,  1.70it/s]
Training 2/3 epoch (loss 0.0192):  46%|████▌     | 7422/16050 [1:22:47<1:17:10,  1.86it/s]
Training 2/3 epoch (loss 0.0305):  46%|████▌     | 7422/16050 [1:22:47<1:17:10,  1.86it/s]
Training 2/3 epoch (loss 0.0305):  46%|████▌     | 7423/16050 [1:22:47<1:22:57,  1.73it/s]
Training 2/3 epoch (loss 0.0362):  46%|████▌     | 7423/16050 [1:22:48<1:22:57,  1.73it/s]
Training 2/3 epoch (loss 0.0362):  46%|████▋     | 7424/16050 [1:22:48<1:15:33,  1.90it/s]
Training 2/3 epoch (loss 0.0024):  46%|████▋     | 7424/16050 [1:22:48<1:15:33,  1.90it/s]
Training 2/3 epoch (loss 0.0024):  46%|████▋     | 7425/16050 [1:22:48<1:12:50,  1.97it/s]
Training 2/3 epoch (loss 0.8334):  46%|████▋     | 7425/16050 [1:22:48<1:12:50,  1.97it/s]
Training 2/3 epoch (loss 0.8334):  46%|████▋     | 7426/16050 [1:22:48<1:08:35,  2.10it/s]
Training 2/3 epoch (loss 0.0096):  46%|████▋     | 7426/16050 [1:22:49<1:08:35,  2.10it/s]
Training 2/3 epoch (loss 0.0096):  46%|████▋     | 7427/16050 [1:22:49<1:05:49,  2.18it/s]
Training 2/3 epoch (loss 0.0144):  46%|████▋     | 7427/16050 [1:22:50<1:05:49,  2.18it/s]
Training 2/3 epoch (loss 0.0144):  46%|████▋     | 7428/16050 [1:22:50<1:16:20,  1.88it/s]
Training 2/3 epoch (loss 0.0197):  46%|████▋     | 7428/16050 [1:22:50<1:16:20,  1.88it/s]
Training 2/3 epoch (loss 0.0197):  46%|████▋     | 7429/16050 [1:22:50<1:14:18,  1.93it/s]
Training 2/3 epoch (loss 0.0566):  46%|████▋     | 7429/16050 [1:22:51<1:14:18,  1.93it/s]
Training 2/3 epoch (loss 0.0566):  46%|████▋     | 7430/16050 [1:22:51<1:19:00,  1.82it/s]
Training 2/3 epoch (loss 0.0514):  46%|████▋     | 7430/16050 [1:22:51<1:19:00,  1.82it/s]
Training 2/3 epoch (loss 0.0514):  46%|████▋     | 7431/16050 [1:22:51<1:21:14,  1.77it/s]
Training 2/3 epoch (loss 0.2083):  46%|████▋     | 7431/16050 [1:22:52<1:21:14,  1.77it/s]
Training 2/3 epoch (loss 0.2083):  46%|████▋     | 7432/16050 [1:22:52<1:19:07,  1.82it/s]
Training 2/3 epoch (loss 0.0027):  46%|████▋     | 7432/16050 [1:22:52<1:19:07,  1.82it/s]
Training 2/3 epoch (loss 0.0027):  46%|████▋     | 7433/16050 [1:22:52<1:13:43,  1.95it/s]
Training 2/3 epoch (loss 0.0009):  46%|████▋     | 7433/16050 [1:22:53<1:13:43,  1.95it/s]
Training 2/3 epoch (loss 0.0009):  46%|████▋     | 7434/16050 [1:22:53<1:16:53,  1.87it/s]
Training 2/3 epoch (loss 0.6259):  46%|████▋     | 7434/16050 [1:22:55<1:16:53,  1.87it/s]
Training 2/3 epoch (loss 0.6259):  46%|████▋     | 7435/16050 [1:22:55<2:34:55,  1.08s/it]
Training 2/3 epoch (loss 0.0049):  46%|████▋     | 7435/16050 [1:22:56<2:34:55,  1.08s/it]
Training 2/3 epoch (loss 0.0049):  46%|████▋     | 7436/16050 [1:22:56<2:07:43,  1.12it/s]
Training 2/3 epoch (loss 0.0295):  46%|████▋     | 7436/16050 [1:22:57<2:07:43,  1.12it/s]
Training 2/3 epoch (loss 0.0295):  46%|████▋     | 7437/16050 [1:22:57<2:13:53,  1.07it/s]
Training 2/3 epoch (loss 0.0349):  46%|████▋     | 7437/16050 [1:22:57<2:13:53,  1.07it/s]
Training 2/3 epoch (loss 0.0349):  46%|████▋     | 7438/16050 [1:22:57<1:50:05,  1.30it/s]
Training 2/3 epoch (loss 0.7420):  46%|████▋     | 7438/16050 [1:22:57<1:50:05,  1.30it/s]
Training 2/3 epoch (loss 0.7420):  46%|████▋     | 7439/16050 [1:22:57<1:30:34,  1.58it/s]
Training 2/3 epoch (loss 0.0159):  46%|████▋     | 7439/16050 [1:22:58<1:30:34,  1.58it/s]
Training 2/3 epoch (loss 0.0159):  46%|████▋     | 7440/16050 [1:22:58<1:27:25,  1.64it/s]
Training 2/3 epoch (loss 0.2648):  46%|████▋     | 7440/16050 [1:22:58<1:27:25,  1.64it/s]
Training 2/3 epoch (loss 0.2648):  46%|████▋     | 7441/16050 [1:22:58<1:14:00,  1.94it/s]
Training 2/3 epoch (loss 0.0269):  46%|████▋     | 7441/16050 [1:22:59<1:14:00,  1.94it/s]
Training 2/3 epoch (loss 0.0269):  46%|████▋     | 7442/16050 [1:22:59<1:20:21,  1.79it/s]
Training 2/3 epoch (loss 0.0051):  46%|████▋     | 7442/16050 [1:22:59<1:20:21,  1.79it/s]
Training 2/3 epoch (loss 0.0051):  46%|████▋     | 7443/16050 [1:22:59<1:16:29,  1.88it/s]
Training 2/3 epoch (loss 0.0017):  46%|████▋     | 7443/16050 [1:23:00<1:16:29,  1.88it/s]
Training 2/3 epoch (loss 0.0017):  46%|████▋     | 7444/16050 [1:23:00<1:13:25,  1.95it/s]
Training 2/3 epoch (loss 0.0233):  46%|████▋     | 7444/16050 [1:23:01<1:13:25,  1.95it/s]
Training 2/3 epoch (loss 0.0233):  46%|████▋     | 7445/16050 [1:23:01<1:22:26,  1.74it/s]
Training 2/3 epoch (loss 0.0308):  46%|████▋     | 7445/16050 [1:23:01<1:22:26,  1.74it/s]
Training 2/3 epoch (loss 0.0308):  46%|████▋     | 7446/16050 [1:23:01<1:24:38,  1.69it/s]
Training 2/3 epoch (loss 0.0049):  46%|████▋     | 7446/16050 [1:23:02<1:24:38,  1.69it/s]
Training 2/3 epoch (loss 0.0049):  46%|████▋     | 7447/16050 [1:23:02<1:19:23,  1.81it/s]
Training 2/3 epoch (loss 0.1186):  46%|████▋     | 7447/16050 [1:23:02<1:19:23,  1.81it/s]
Training 2/3 epoch (loss 0.1186):  46%|████▋     | 7448/16050 [1:23:02<1:21:12,  1.77it/s]
Training 2/3 epoch (loss 0.0137):  46%|████▋     | 7448/16050 [1:23:03<1:21:12,  1.77it/s]
Training 2/3 epoch (loss 0.0137):  46%|████▋     | 7449/16050 [1:23:03<1:19:12,  1.81it/s]
Training 2/3 epoch (loss 0.0135):  46%|████▋     | 7449/16050 [1:23:03<1:19:12,  1.81it/s]
Training 2/3 epoch (loss 0.0135):  46%|████▋     | 7450/16050 [1:23:03<1:18:22,  1.83it/s]
Training 2/3 epoch (loss 0.1601):  46%|████▋     | 7450/16050 [1:23:04<1:18:22,  1.83it/s]
Training 2/3 epoch (loss 0.1601):  46%|████▋     | 7451/16050 [1:23:04<1:29:23,  1.60it/s]
Training 2/3 epoch (loss 0.0216):  46%|████▋     | 7451/16050 [1:23:05<1:29:23,  1.60it/s]
Training 2/3 epoch (loss 0.0216):  46%|████▋     | 7452/16050 [1:23:05<1:30:23,  1.59it/s]
Training 2/3 epoch (loss 0.0038):  46%|████▋     | 7452/16050 [1:23:05<1:30:23,  1.59it/s]
Training 2/3 epoch (loss 0.0038):  46%|████▋     | 7453/16050 [1:23:05<1:18:50,  1.82it/s]
Training 2/3 epoch (loss 0.0074):  46%|████▋     | 7453/16050 [1:23:06<1:18:50,  1.82it/s]
Training 2/3 epoch (loss 0.0074):  46%|████▋     | 7454/16050 [1:23:06<1:22:03,  1.75it/s]
Training 2/3 epoch (loss 0.0007):  46%|████▋     | 7454/16050 [1:23:06<1:22:03,  1.75it/s]
Training 2/3 epoch (loss 0.0007):  46%|████▋     | 7455/16050 [1:23:06<1:18:04,  1.83it/s]
Training 2/3 epoch (loss 0.3586):  46%|████▋     | 7455/16050 [1:23:07<1:18:04,  1.83it/s]
Training 2/3 epoch (loss 0.3586):  46%|████▋     | 7456/16050 [1:23:07<1:21:29,  1.76it/s]
Training 2/3 epoch (loss 0.0159):  46%|████▋     | 7456/16050 [1:23:08<1:21:29,  1.76it/s]
Training 2/3 epoch (loss 0.0159):  46%|████▋     | 7457/16050 [1:23:08<1:32:05,  1.56it/s]
Training 2/3 epoch (loss 0.4259):  46%|████▋     | 7457/16050 [1:23:08<1:32:05,  1.56it/s]
Training 2/3 epoch (loss 0.4259):  46%|████▋     | 7458/16050 [1:23:08<1:28:12,  1.62it/s]
Training 2/3 epoch (loss 0.0008):  46%|████▋     | 7458/16050 [1:23:09<1:28:12,  1.62it/s]
Training 2/3 epoch (loss 0.0008):  46%|████▋     | 7459/16050 [1:23:09<1:21:02,  1.77it/s]
Training 2/3 epoch (loss 0.1479):  46%|████▋     | 7459/16050 [1:23:09<1:21:02,  1.77it/s]
Training 2/3 epoch (loss 0.1479):  46%|████▋     | 7460/16050 [1:23:09<1:14:31,  1.92it/s]
Training 2/3 epoch (loss 0.3988):  46%|████▋     | 7460/16050 [1:23:09<1:14:31,  1.92it/s]
Training 2/3 epoch (loss 0.3988):  46%|████▋     | 7461/16050 [1:23:09<1:10:16,  2.04it/s]
Training 2/3 epoch (loss 0.1288):  46%|████▋     | 7461/16050 [1:23:10<1:10:16,  2.04it/s]
Training 2/3 epoch (loss 0.1288):  46%|████▋     | 7462/16050 [1:23:10<1:08:14,  2.10it/s]
Training 2/3 epoch (loss 0.0739):  46%|████▋     | 7462/16050 [1:23:10<1:08:14,  2.10it/s]
Training 2/3 epoch (loss 0.0739):  46%|████▋     | 7463/16050 [1:23:10<1:10:30,  2.03it/s]
Training 2/3 epoch (loss 0.0626):  46%|████▋     | 7463/16050 [1:23:11<1:10:30,  2.03it/s]
Training 2/3 epoch (loss 0.0626):  47%|████▋     | 7464/16050 [1:23:11<1:09:03,  2.07it/s]
Training 2/3 epoch (loss 0.1879):  47%|████▋     | 7464/16050 [1:23:11<1:09:03,  2.07it/s]
Training 2/3 epoch (loss 0.1879):  47%|████▋     | 7465/16050 [1:23:11<1:09:05,  2.07it/s]
Training 2/3 epoch (loss 0.0060):  47%|████▋     | 7465/16050 [1:23:12<1:09:05,  2.07it/s]
Training 2/3 epoch (loss 0.0060):  47%|████▋     | 7466/16050 [1:23:12<1:14:21,  1.92it/s]
Training 2/3 epoch (loss 0.0073):  47%|████▋     | 7466/16050 [1:23:12<1:14:21,  1.92it/s]
Training 2/3 epoch (loss 0.0073):  47%|████▋     | 7467/16050 [1:23:12<1:10:39,  2.02it/s]
Training 2/3 epoch (loss 0.2245):  47%|████▋     | 7467/16050 [1:23:13<1:10:39,  2.02it/s]
Training 2/3 epoch (loss 0.2245):  47%|████▋     | 7468/16050 [1:23:13<1:18:09,  1.83it/s]
Training 2/3 epoch (loss 0.0053):  47%|████▋     | 7468/16050 [1:23:14<1:18:09,  1.83it/s]
Training 2/3 epoch (loss 0.0053):  47%|████▋     | 7469/16050 [1:23:14<1:14:49,  1.91it/s]
Training 2/3 epoch (loss 0.0065):  47%|████▋     | 7469/16050 [1:23:14<1:14:49,  1.91it/s]
Training 2/3 epoch (loss 0.0065):  47%|████▋     | 7470/16050 [1:23:14<1:14:34,  1.92it/s]
Training 2/3 epoch (loss 0.3989):  47%|████▋     | 7470/16050 [1:23:14<1:14:34,  1.92it/s]
Training 2/3 epoch (loss 0.3989):  47%|████▋     | 7471/16050 [1:23:14<1:09:26,  2.06it/s]
Training 2/3 epoch (loss 0.3709):  47%|████▋     | 7471/16050 [1:23:15<1:09:26,  2.06it/s]
Training 2/3 epoch (loss 0.3709):  47%|████▋     | 7472/16050 [1:23:15<1:17:14,  1.85it/s]
Training 2/3 epoch (loss 0.0004):  47%|████▋     | 7472/16050 [1:23:16<1:17:14,  1.85it/s]
Training 2/3 epoch (loss 0.0004):  47%|████▋     | 7473/16050 [1:23:16<1:09:07,  2.07it/s]
Training 2/3 epoch (loss 0.7176):  47%|████▋     | 7473/16050 [1:23:16<1:09:07,  2.07it/s]
Training 2/3 epoch (loss 0.7176):  47%|████▋     | 7474/16050 [1:23:16<1:17:43,  1.84it/s]
Training 2/3 epoch (loss 0.0263):  47%|████▋     | 7474/16050 [1:23:17<1:17:43,  1.84it/s]
Training 2/3 epoch (loss 0.0263):  47%|████▋     | 7475/16050 [1:23:17<1:20:05,  1.78it/s]
Training 2/3 epoch (loss 0.0282):  47%|████▋     | 7475/16050 [1:23:17<1:20:05,  1.78it/s]
Training 2/3 epoch (loss 0.0282):  47%|████▋     | 7476/16050 [1:23:17<1:15:56,  1.88it/s]
Training 2/3 epoch (loss 0.2343):  47%|████▋     | 7476/16050 [1:23:18<1:15:56,  1.88it/s]
Training 2/3 epoch (loss 0.2343):  47%|████▋     | 7477/16050 [1:23:18<1:19:09,  1.80it/s]
Training 2/3 epoch (loss 0.0033):  47%|████▋     | 7477/16050 [1:23:19<1:19:09,  1.80it/s]
Training 2/3 epoch (loss 0.0033):  47%|████▋     | 7478/16050 [1:23:19<1:30:58,  1.57it/s]
Training 2/3 epoch (loss 0.6280):  47%|████▋     | 7478/16050 [1:23:19<1:30:58,  1.57it/s]
Training 2/3 epoch (loss 0.6280):  47%|████▋     | 7479/16050 [1:23:19<1:17:26,  1.84it/s]
Training 2/3 epoch (loss 0.0716):  47%|████▋     | 7479/16050 [1:23:20<1:17:26,  1.84it/s]
Training 2/3 epoch (loss 0.0716):  47%|████▋     | 7480/16050 [1:23:20<1:24:57,  1.68it/s]
Training 2/3 epoch (loss 0.0091):  47%|████▋     | 7480/16050 [1:23:20<1:24:57,  1.68it/s]
Training 2/3 epoch (loss 0.0091):  47%|████▋     | 7481/16050 [1:23:20<1:20:10,  1.78it/s]
Training 2/3 epoch (loss 0.0134):  47%|████▋     | 7481/16050 [1:23:21<1:20:10,  1.78it/s]
Training 2/3 epoch (loss 0.0134):  47%|████▋     | 7482/16050 [1:23:21<1:17:44,  1.84it/s]
Training 2/3 epoch (loss 0.0788):  47%|████▋     | 7482/16050 [1:23:21<1:17:44,  1.84it/s]
Training 2/3 epoch (loss 0.0788):  47%|████▋     | 7483/16050 [1:23:21<1:22:37,  1.73it/s]
Training 2/3 epoch (loss 0.2780):  47%|████▋     | 7483/16050 [1:23:22<1:22:37,  1.73it/s]
Training 2/3 epoch (loss 0.2780):  47%|████▋     | 7484/16050 [1:23:22<1:15:00,  1.90it/s]
Training 2/3 epoch (loss 0.2004):  47%|████▋     | 7484/16050 [1:23:23<1:15:00,  1.90it/s]
Training 2/3 epoch (loss 0.2004):  47%|████▋     | 7485/16050 [1:23:23<1:24:51,  1.68it/s]
Training 2/3 epoch (loss 0.4156):  47%|████▋     | 7485/16050 [1:23:23<1:24:51,  1.68it/s]
Training 2/3 epoch (loss 0.4156):  47%|████▋     | 7486/16050 [1:23:23<1:12:50,  1.96it/s]
Training 2/3 epoch (loss 0.0252):  47%|████▋     | 7486/16050 [1:23:23<1:12:50,  1.96it/s]
Training 2/3 epoch (loss 0.0252):  47%|████▋     | 7487/16050 [1:23:23<1:17:39,  1.84it/s]
Training 2/3 epoch (loss 0.0106):  47%|████▋     | 7487/16050 [1:23:24<1:17:39,  1.84it/s]
Training 2/3 epoch (loss 0.0106):  47%|████▋     | 7488/16050 [1:23:24<1:15:37,  1.89it/s]
Training 2/3 epoch (loss 0.0024):  47%|████▋     | 7488/16050 [1:23:24<1:15:37,  1.89it/s]
Training 2/3 epoch (loss 0.0024):  47%|████▋     | 7489/16050 [1:23:24<1:12:43,  1.96it/s]
Training 2/3 epoch (loss 0.3361):  47%|████▋     | 7489/16050 [1:23:25<1:12:43,  1.96it/s]
Training 2/3 epoch (loss 0.3361):  47%|████▋     | 7490/16050 [1:23:25<1:08:20,  2.09it/s]
Training 2/3 epoch (loss 0.5887):  47%|████▋     | 7490/16050 [1:23:25<1:08:20,  2.09it/s]
Training 2/3 epoch (loss 0.5887):  47%|████▋     | 7491/16050 [1:23:25<1:10:38,  2.02it/s]
Training 2/3 epoch (loss 0.0851):  47%|████▋     | 7491/16050 [1:23:26<1:10:38,  2.02it/s]
Training 2/3 epoch (loss 0.0851):  47%|████▋     | 7492/16050 [1:23:26<1:24:16,  1.69it/s]
Training 2/3 epoch (loss 0.3980):  47%|████▋     | 7492/16050 [1:23:27<1:24:16,  1.69it/s]
Training 2/3 epoch (loss 0.3980):  47%|████▋     | 7493/16050 [1:23:27<1:34:03,  1.52it/s]
Training 2/3 epoch (loss 0.4226):  47%|████▋     | 7493/16050 [1:23:29<1:34:03,  1.52it/s]
Training 2/3 epoch (loss 0.4226):  47%|████▋     | 7494/16050 [1:23:29<2:42:03,  1.14s/it]
Training 2/3 epoch (loss 0.0204):  47%|████▋     | 7494/16050 [1:23:30<2:42:03,  1.14s/it]
Training 2/3 epoch (loss 0.0204):  47%|████▋     | 7495/16050 [1:23:30<2:12:47,  1.07it/s]
Training 2/3 epoch (loss 0.0423):  47%|████▋     | 7495/16050 [1:23:30<2:12:47,  1.07it/s]
Training 2/3 epoch (loss 0.0423):  47%|████▋     | 7496/16050 [1:23:30<1:56:09,  1.23it/s]
Training 2/3 epoch (loss 0.0053):  47%|████▋     | 7496/16050 [1:23:31<1:56:09,  1.23it/s]
Training 2/3 epoch (loss 0.0053):  47%|████▋     | 7497/16050 [1:23:31<1:38:56,  1.44it/s]
Training 2/3 epoch (loss 0.1406):  47%|████▋     | 7497/16050 [1:23:31<1:38:56,  1.44it/s]
Training 2/3 epoch (loss 0.1406):  47%|████▋     | 7498/16050 [1:23:31<1:43:40,  1.37it/s]
Training 2/3 epoch (loss 0.0717):  47%|████▋     | 7498/16050 [1:23:32<1:43:40,  1.37it/s]
Training 2/3 epoch (loss 0.0717):  47%|████▋     | 7499/16050 [1:23:32<1:30:15,  1.58it/s]
Training 2/3 epoch (loss 0.4530):  47%|████▋     | 7499/16050 [1:23:32<1:30:15,  1.58it/s]
Training 2/3 epoch (loss 0.4530):  47%|████▋     | 7500/16050 [1:23:32<1:20:36,  1.77it/s]
Training 2/3 epoch (loss 0.1319):  47%|████▋     | 7500/16050 [1:23:33<1:20:36,  1.77it/s]
Training 2/3 epoch (loss 0.1319):  47%|████▋     | 7501/16050 [1:23:33<1:09:36,  2.05it/s]
Training 2/3 epoch (loss 0.0222):  47%|████▋     | 7501/16050 [1:23:33<1:09:36,  2.05it/s]
Training 2/3 epoch (loss 0.0222):  47%|████▋     | 7502/16050 [1:23:33<1:18:10,  1.82it/s]
Training 2/3 epoch (loss 0.0116):  47%|████▋     | 7502/16050 [1:23:34<1:18:10,  1.82it/s]
Training 2/3 epoch (loss 0.0116):  47%|████▋     | 7503/16050 [1:23:34<1:09:58,  2.04it/s]
Training 2/3 epoch (loss 0.0404):  47%|████▋     | 7503/16050 [1:23:34<1:09:58,  2.04it/s]
Training 2/3 epoch (loss 0.0404):  47%|████▋     | 7504/16050 [1:23:34<1:16:38,  1.86it/s]
Training 2/3 epoch (loss 0.0691):  47%|████▋     | 7504/16050 [1:23:35<1:16:38,  1.86it/s]
Training 2/3 epoch (loss 0.0691):  47%|████▋     | 7505/16050 [1:23:35<1:15:44,  1.88it/s]
Training 2/3 epoch (loss 0.4472):  47%|████▋     | 7505/16050 [1:23:35<1:15:44,  1.88it/s]
Training 2/3 epoch (loss 0.4472):  47%|████▋     | 7506/16050 [1:23:35<1:18:50,  1.81it/s]
Training 2/3 epoch (loss 0.0132):  47%|████▋     | 7506/16050 [1:23:36<1:18:50,  1.81it/s]
Training 2/3 epoch (loss 0.0132):  47%|████▋     | 7507/16050 [1:23:36<1:14:37,  1.91it/s]
Training 2/3 epoch (loss 0.0332):  47%|████▋     | 7507/16050 [1:23:36<1:14:37,  1.91it/s]
Training 2/3 epoch (loss 0.0332):  47%|████▋     | 7508/16050 [1:23:36<1:09:29,  2.05it/s]
Training 2/3 epoch (loss 0.0177):  47%|████▋     | 7508/16050 [1:23:37<1:09:29,  2.05it/s]
Training 2/3 epoch (loss 0.0177):  47%|████▋     | 7509/16050 [1:23:37<1:18:18,  1.82it/s]
Training 2/3 epoch (loss 0.4235):  47%|████▋     | 7509/16050 [1:23:38<1:18:18,  1.82it/s]
Training 2/3 epoch (loss 0.4235):  47%|████▋     | 7510/16050 [1:23:38<1:23:14,  1.71it/s]
Training 2/3 epoch (loss 0.0079):  47%|████▋     | 7510/16050 [1:23:38<1:23:14,  1.71it/s]
Training 2/3 epoch (loss 0.0079):  47%|████▋     | 7511/16050 [1:23:38<1:24:09,  1.69it/s]
Training 2/3 epoch (loss 0.0218):  47%|████▋     | 7511/16050 [1:23:39<1:24:09,  1.69it/s]
Training 2/3 epoch (loss 0.0218):  47%|████▋     | 7512/16050 [1:23:39<1:20:33,  1.77it/s]
Training 2/3 epoch (loss 0.3650):  47%|████▋     | 7512/16050 [1:23:40<1:20:33,  1.77it/s]
Training 2/3 epoch (loss 0.3650):  47%|████▋     | 7513/16050 [1:23:40<1:30:58,  1.56it/s]
Training 2/3 epoch (loss 0.1700):  47%|████▋     | 7513/16050 [1:23:40<1:30:58,  1.56it/s]
Training 2/3 epoch (loss 0.1700):  47%|████▋     | 7514/16050 [1:23:40<1:24:23,  1.69it/s]
Training 2/3 epoch (loss 0.0069):  47%|████▋     | 7514/16050 [1:23:41<1:24:23,  1.69it/s]
Training 2/3 epoch (loss 0.0069):  47%|████▋     | 7515/16050 [1:23:41<1:24:01,  1.69it/s]
Training 2/3 epoch (loss 0.0633):  47%|████▋     | 7515/16050 [1:23:41<1:24:01,  1.69it/s]
Training 2/3 epoch (loss 0.0633):  47%|████▋     | 7516/16050 [1:23:41<1:16:27,  1.86it/s]
Training 2/3 epoch (loss 0.0231):  47%|████▋     | 7516/16050 [1:23:42<1:16:27,  1.86it/s]
Training 2/3 epoch (loss 0.0231):  47%|████▋     | 7517/16050 [1:23:42<1:15:55,  1.87it/s]
Training 2/3 epoch (loss 0.0007):  47%|████▋     | 7517/16050 [1:23:42<1:15:55,  1.87it/s]
Training 2/3 epoch (loss 0.0007):  47%|████▋     | 7518/16050 [1:23:42<1:21:49,  1.74it/s]
Training 2/3 epoch (loss 0.9011):  47%|████▋     | 7518/16050 [1:23:43<1:21:49,  1.74it/s]
Training 2/3 epoch (loss 0.9011):  47%|████▋     | 7519/16050 [1:23:43<1:10:48,  2.01it/s]
Training 2/3 epoch (loss 0.4462):  47%|████▋     | 7519/16050 [1:23:43<1:10:48,  2.01it/s]
Training 2/3 epoch (loss 0.4462):  47%|████▋     | 7520/16050 [1:23:43<1:11:39,  1.98it/s]
Training 2/3 epoch (loss 0.0014):  47%|████▋     | 7520/16050 [1:23:44<1:11:39,  1.98it/s]
Training 2/3 epoch (loss 0.0014):  47%|████▋     | 7521/16050 [1:23:44<1:12:23,  1.96it/s]
Training 2/3 epoch (loss 0.0006):  47%|████▋     | 7521/16050 [1:23:44<1:12:23,  1.96it/s]
Training 2/3 epoch (loss 0.0006):  47%|████▋     | 7522/16050 [1:23:44<1:13:24,  1.94it/s]
Training 2/3 epoch (loss 0.0734):  47%|████▋     | 7522/16050 [1:23:45<1:13:24,  1.94it/s]
Training 2/3 epoch (loss 0.0734):  47%|████▋     | 7523/16050 [1:23:45<1:19:49,  1.78it/s]
Training 2/3 epoch (loss 0.0022):  47%|████▋     | 7523/16050 [1:23:45<1:19:49,  1.78it/s]
Training 2/3 epoch (loss 0.0022):  47%|████▋     | 7524/16050 [1:23:45<1:13:25,  1.94it/s]
Training 2/3 epoch (loss 0.0420):  47%|████▋     | 7524/16050 [1:23:46<1:13:25,  1.94it/s]
Training 2/3 epoch (loss 0.0420):  47%|████▋     | 7525/16050 [1:23:46<1:15:13,  1.89it/s]
Training 2/3 epoch (loss 0.0104):  47%|████▋     | 7525/16050 [1:23:47<1:15:13,  1.89it/s]
Training 2/3 epoch (loss 0.0104):  47%|████▋     | 7526/16050 [1:23:47<1:29:53,  1.58it/s]
Training 2/3 epoch (loss 0.2119):  47%|████▋     | 7526/16050 [1:23:49<1:29:53,  1.58it/s]
Training 2/3 epoch (loss 0.2119):  47%|████▋     | 7527/16050 [1:23:49<2:38:03,  1.11s/it]
Training 2/3 epoch (loss 0.0002):  47%|████▋     | 7527/16050 [1:23:50<2:38:03,  1.11s/it]
Training 2/3 epoch (loss 0.0002):  47%|████▋     | 7528/16050 [1:23:50<2:18:02,  1.03it/s]
Training 2/3 epoch (loss 0.3339):  47%|████▋     | 7528/16050 [1:23:50<2:18:02,  1.03it/s]
Training 2/3 epoch (loss 0.3339):  47%|████▋     | 7529/16050 [1:23:50<2:03:18,  1.15it/s]
Training 2/3 epoch (loss 0.0078):  47%|████▋     | 7529/16050 [1:23:51<2:03:18,  1.15it/s]
Training 2/3 epoch (loss 0.0078):  47%|████▋     | 7530/16050 [1:23:51<1:48:21,  1.31it/s]
Training 2/3 epoch (loss 0.4016):  47%|████▋     | 7530/16050 [1:23:51<1:48:21,  1.31it/s]
Training 2/3 epoch (loss 0.4016):  47%|████▋     | 7531/16050 [1:23:51<1:32:41,  1.53it/s]
Training 2/3 epoch (loss 0.0419):  47%|████▋     | 7531/16050 [1:23:52<1:32:41,  1.53it/s]
Training 2/3 epoch (loss 0.0419):  47%|████▋     | 7532/16050 [1:23:52<1:28:04,  1.61it/s]
Training 2/3 epoch (loss 0.1289):  47%|████▋     | 7532/16050 [1:23:52<1:28:04,  1.61it/s]
Training 2/3 epoch (loss 0.1289):  47%|████▋     | 7533/16050 [1:23:52<1:23:50,  1.69it/s]
Training 2/3 epoch (loss 0.0255):  47%|████▋     | 7533/16050 [1:23:52<1:23:50,  1.69it/s]
Training 2/3 epoch (loss 0.0255):  47%|████▋     | 7534/16050 [1:23:52<1:13:54,  1.92it/s]
Training 2/3 epoch (loss 0.0046):  47%|████▋     | 7534/16050 [1:23:53<1:13:54,  1.92it/s]
Training 2/3 epoch (loss 0.0046):  47%|████▋     | 7535/16050 [1:23:53<1:20:50,  1.76it/s]
Training 2/3 epoch (loss 0.0016):  47%|████▋     | 7535/16050 [1:23:54<1:20:50,  1.76it/s]
Training 2/3 epoch (loss 0.0016):  47%|████▋     | 7536/16050 [1:23:54<1:17:39,  1.83it/s]
Training 2/3 epoch (loss 0.0030):  47%|████▋     | 7536/16050 [1:23:54<1:17:39,  1.83it/s]
Training 2/3 epoch (loss 0.0030):  47%|████▋     | 7537/16050 [1:23:54<1:13:52,  1.92it/s]
Training 2/3 epoch (loss 0.0096):  47%|████▋     | 7537/16050 [1:23:55<1:13:52,  1.92it/s]
Training 2/3 epoch (loss 0.0096):  47%|████▋     | 7538/16050 [1:23:55<1:33:29,  1.52it/s]
Training 2/3 epoch (loss 0.0034):  47%|████▋     | 7538/16050 [1:23:56<1:33:29,  1.52it/s]
Training 2/3 epoch (loss 0.0034):  47%|████▋     | 7539/16050 [1:23:56<1:25:19,  1.66it/s]
Training 2/3 epoch (loss 0.0019):  47%|████▋     | 7539/16050 [1:23:56<1:25:19,  1.66it/s]
Training 2/3 epoch (loss 0.0019):  47%|████▋     | 7540/16050 [1:23:56<1:18:15,  1.81it/s]
Training 2/3 epoch (loss 0.0026):  47%|████▋     | 7540/16050 [1:23:57<1:18:15,  1.81it/s]
Training 2/3 epoch (loss 0.0026):  47%|████▋     | 7541/16050 [1:23:57<1:21:17,  1.74it/s]
Training 2/3 epoch (loss 0.0019):  47%|████▋     | 7541/16050 [1:23:57<1:21:17,  1.74it/s]
Training 2/3 epoch (loss 0.0019):  47%|████▋     | 7542/16050 [1:23:57<1:23:15,  1.70it/s]
Training 2/3 epoch (loss 0.8845):  47%|████▋     | 7542/16050 [1:23:58<1:23:15,  1.70it/s]
Training 2/3 epoch (loss 0.8845):  47%|████▋     | 7543/16050 [1:23:58<1:23:25,  1.70it/s]
Training 2/3 epoch (loss 0.0060):  47%|████▋     | 7543/16050 [1:23:58<1:23:25,  1.70it/s]
Training 2/3 epoch (loss 0.0060):  47%|████▋     | 7544/16050 [1:23:58<1:18:27,  1.81it/s]
Training 2/3 epoch (loss 0.0524):  47%|████▋     | 7544/16050 [1:23:59<1:18:27,  1.81it/s]
Training 2/3 epoch (loss 0.0524):  47%|████▋     | 7545/16050 [1:23:59<1:14:39,  1.90it/s]
Training 2/3 epoch (loss 0.0240):  47%|████▋     | 7545/16050 [1:23:59<1:14:39,  1.90it/s]
Training 2/3 epoch (loss 0.0240):  47%|████▋     | 7546/16050 [1:23:59<1:16:40,  1.85it/s]
Training 2/3 epoch (loss 0.1111):  47%|████▋     | 7546/16050 [1:24:00<1:16:40,  1.85it/s]
Training 2/3 epoch (loss 0.1111):  47%|████▋     | 7547/16050 [1:24:00<1:11:08,  1.99it/s]
Training 2/3 epoch (loss 0.6782):  47%|████▋     | 7547/16050 [1:24:00<1:11:08,  1.99it/s]
Training 2/3 epoch (loss 0.6782):  47%|████▋     | 7548/16050 [1:24:00<1:14:57,  1.89it/s]
Training 2/3 epoch (loss 0.0020):  47%|████▋     | 7548/16050 [1:24:01<1:14:57,  1.89it/s]
Training 2/3 epoch (loss 0.0020):  47%|████▋     | 7549/16050 [1:24:01<1:05:41,  2.16it/s]
Training 2/3 epoch (loss 0.3383):  47%|████▋     | 7549/16050 [1:24:03<1:05:41,  2.16it/s]
Training 2/3 epoch (loss 0.3383):  47%|████▋     | 7550/16050 [1:24:03<2:20:43,  1.01it/s]
Training 2/3 epoch (loss 0.0086):  47%|████▋     | 7550/16050 [1:24:04<2:20:43,  1.01it/s]
Training 2/3 epoch (loss 0.0086):  47%|████▋     | 7551/16050 [1:24:04<2:06:26,  1.12it/s]
Training 2/3 epoch (loss 0.0174):  47%|████▋     | 7551/16050 [1:24:04<2:06:26,  1.12it/s]
Training 2/3 epoch (loss 0.0174):  47%|████▋     | 7552/16050 [1:24:04<1:52:15,  1.26it/s]
Training 2/3 epoch (loss 0.0060):  47%|████▋     | 7552/16050 [1:24:05<1:52:15,  1.26it/s]
Training 2/3 epoch (loss 0.0060):  47%|████▋     | 7553/16050 [1:24:05<1:41:38,  1.39it/s]
Training 2/3 epoch (loss 0.0612):  47%|████▋     | 7553/16050 [1:24:05<1:41:38,  1.39it/s]
Training 2/3 epoch (loss 0.0612):  47%|████▋     | 7554/16050 [1:24:05<1:38:01,  1.44it/s]
Training 2/3 epoch (loss 0.0076):  47%|████▋     | 7554/16050 [1:24:06<1:38:01,  1.44it/s]
Training 2/3 epoch (loss 0.0076):  47%|████▋     | 7555/16050 [1:24:06<1:36:30,  1.47it/s]
Training 2/3 epoch (loss 0.0583):  47%|████▋     | 7555/16050 [1:24:06<1:36:30,  1.47it/s]
Training 2/3 epoch (loss 0.0583):  47%|████▋     | 7556/16050 [1:24:06<1:30:26,  1.57it/s]
Training 2/3 epoch (loss 0.0005):  47%|████▋     | 7556/16050 [1:24:07<1:30:26,  1.57it/s]
Training 2/3 epoch (loss 0.0005):  47%|████▋     | 7557/16050 [1:24:07<1:30:16,  1.57it/s]
Training 2/3 epoch (loss 0.0050):  47%|████▋     | 7557/16050 [1:24:08<1:30:16,  1.57it/s]
Training 2/3 epoch (loss 0.0050):  47%|████▋     | 7558/16050 [1:24:08<1:20:41,  1.75it/s]
Training 2/3 epoch (loss 0.0010):  47%|████▋     | 7558/16050 [1:24:08<1:20:41,  1.75it/s]
Training 2/3 epoch (loss 0.0010):  47%|████▋     | 7559/16050 [1:24:08<1:22:00,  1.73it/s]
Training 2/3 epoch (loss 0.4554):  47%|████▋     | 7559/16050 [1:24:08<1:22:00,  1.73it/s]
Training 2/3 epoch (loss 0.4554):  47%|████▋     | 7560/16050 [1:24:08<1:12:14,  1.96it/s]
Training 2/3 epoch (loss 0.0462):  47%|████▋     | 7560/16050 [1:24:09<1:12:14,  1.96it/s]
Training 2/3 epoch (loss 0.0462):  47%|████▋     | 7561/16050 [1:24:09<1:13:06,  1.94it/s]
Training 2/3 epoch (loss 0.0001):  47%|████▋     | 7561/16050 [1:24:09<1:13:06,  1.94it/s]
Training 2/3 epoch (loss 0.0001):  47%|████▋     | 7562/16050 [1:24:09<1:08:31,  2.06it/s]
Training 2/3 epoch (loss 0.0413):  47%|████▋     | 7562/16050 [1:24:10<1:08:31,  2.06it/s]
Training 2/3 epoch (loss 0.0413):  47%|████▋     | 7563/16050 [1:24:10<1:22:22,  1.72it/s]
Training 2/3 epoch (loss 0.3325):  47%|████▋     | 7563/16050 [1:24:11<1:22:22,  1.72it/s]
Training 2/3 epoch (loss 0.3325):  47%|████▋     | 7564/16050 [1:24:11<1:12:53,  1.94it/s]
Training 2/3 epoch (loss 0.3140):  47%|████▋     | 7564/16050 [1:24:11<1:12:53,  1.94it/s]
Training 2/3 epoch (loss 0.3140):  47%|████▋     | 7565/16050 [1:24:11<1:17:24,  1.83it/s]
Training 2/3 epoch (loss 0.0239):  47%|████▋     | 7565/16050 [1:24:12<1:17:24,  1.83it/s]
Training 2/3 epoch (loss 0.0239):  47%|████▋     | 7566/16050 [1:24:12<1:19:46,  1.77it/s]
Training 2/3 epoch (loss 0.0742):  47%|████▋     | 7566/16050 [1:24:12<1:19:46,  1.77it/s]
Training 2/3 epoch (loss 0.0742):  47%|████▋     | 7567/16050 [1:24:12<1:15:52,  1.86it/s]
Training 2/3 epoch (loss 0.0930):  47%|████▋     | 7567/16050 [1:24:13<1:15:52,  1.86it/s]
Training 2/3 epoch (loss 0.0930):  47%|████▋     | 7568/16050 [1:24:13<1:27:24,  1.62it/s]
Training 2/3 epoch (loss 0.0109):  47%|████▋     | 7568/16050 [1:24:14<1:27:24,  1.62it/s]
Training 2/3 epoch (loss 0.0109):  47%|████▋     | 7569/16050 [1:24:14<1:26:53,  1.63it/s]
Training 2/3 epoch (loss 0.0146):  47%|████▋     | 7569/16050 [1:24:14<1:26:53,  1.63it/s]
Training 2/3 epoch (loss 0.0146):  47%|████▋     | 7570/16050 [1:24:14<1:25:34,  1.65it/s]
Training 2/3 epoch (loss 0.0033):  47%|████▋     | 7570/16050 [1:24:15<1:25:34,  1.65it/s]
Training 2/3 epoch (loss 0.0033):  47%|████▋     | 7571/16050 [1:24:15<1:25:39,  1.65it/s]
Training 2/3 epoch (loss 0.0053):  47%|████▋     | 7571/16050 [1:24:15<1:25:39,  1.65it/s]
Training 2/3 epoch (loss 0.0053):  47%|████▋     | 7572/16050 [1:24:15<1:25:24,  1.65it/s]
Training 2/3 epoch (loss 0.2150):  47%|████▋     | 7572/16050 [1:24:16<1:25:24,  1.65it/s]
Training 2/3 epoch (loss 0.2150):  47%|████▋     | 7573/16050 [1:24:16<1:25:30,  1.65it/s]
Training 2/3 epoch (loss 0.4433):  47%|████▋     | 7573/16050 [1:24:17<1:25:30,  1.65it/s]
Training 2/3 epoch (loss 0.4433):  47%|████▋     | 7574/16050 [1:24:17<1:28:04,  1.60it/s]
Training 2/3 epoch (loss 0.3797):  47%|████▋     | 7574/16050 [1:24:17<1:28:04,  1.60it/s]
Training 2/3 epoch (loss 0.3797):  47%|████▋     | 7575/16050 [1:24:17<1:23:57,  1.68it/s]
Training 2/3 epoch (loss 0.0050):  47%|████▋     | 7575/16050 [1:24:18<1:23:57,  1.68it/s]
Training 2/3 epoch (loss 0.0050):  47%|████▋     | 7576/16050 [1:24:18<1:18:39,  1.80it/s]
Training 2/3 epoch (loss 0.1073):  47%|████▋     | 7576/16050 [1:24:18<1:18:39,  1.80it/s]
Training 2/3 epoch (loss 0.1073):  47%|████▋     | 7577/16050 [1:24:18<1:14:38,  1.89it/s]
Training 2/3 epoch (loss 0.0115):  47%|████▋     | 7577/16050 [1:24:19<1:14:38,  1.89it/s]
Training 2/3 epoch (loss 0.0115):  47%|████▋     | 7578/16050 [1:24:19<1:15:06,  1.88it/s]
Training 2/3 epoch (loss 0.0309):  47%|████▋     | 7578/16050 [1:24:19<1:15:06,  1.88it/s]
Training 2/3 epoch (loss 0.0309):  47%|████▋     | 7579/16050 [1:24:19<1:11:17,  1.98it/s]
Training 2/3 epoch (loss 0.0670):  47%|████▋     | 7579/16050 [1:24:20<1:11:17,  1.98it/s]
Training 2/3 epoch (loss 0.0670):  47%|████▋     | 7580/16050 [1:24:20<1:09:34,  2.03it/s]
Training 2/3 epoch (loss 0.2401):  47%|████▋     | 7580/16050 [1:24:20<1:09:34,  2.03it/s]
Training 2/3 epoch (loss 0.2401):  47%|████▋     | 7581/16050 [1:24:20<1:03:03,  2.24it/s]
Training 2/3 epoch (loss 0.4695):  47%|████▋     | 7581/16050 [1:24:20<1:03:03,  2.24it/s]
Training 2/3 epoch (loss 0.4695):  47%|████▋     | 7582/16050 [1:24:20<1:00:47,  2.32it/s]
Training 2/3 epoch (loss 0.0036):  47%|████▋     | 7582/16050 [1:24:21<1:00:47,  2.32it/s]
Training 2/3 epoch (loss 0.0036):  47%|████▋     | 7583/16050 [1:24:21<1:02:22,  2.26it/s]
Training 2/3 epoch (loss 0.0711):  47%|████▋     | 7583/16050 [1:24:21<1:02:22,  2.26it/s]
Training 2/3 epoch (loss 0.0711):  47%|████▋     | 7584/16050 [1:24:21<1:03:45,  2.21it/s]
Training 2/3 epoch (loss 0.3818):  47%|████▋     | 7584/16050 [1:24:22<1:03:45,  2.21it/s]
Training 2/3 epoch (loss 0.3818):  47%|████▋     | 7585/16050 [1:24:22<1:06:17,  2.13it/s]
Training 2/3 epoch (loss 0.0174):  47%|████▋     | 7585/16050 [1:24:22<1:06:17,  2.13it/s]
Training 2/3 epoch (loss 0.0174):  47%|████▋     | 7586/16050 [1:24:22<1:11:23,  1.98it/s]
Training 2/3 epoch (loss 0.0106):  47%|████▋     | 7586/16050 [1:24:23<1:11:23,  1.98it/s]
Training 2/3 epoch (loss 0.0106):  47%|████▋     | 7587/16050 [1:24:23<1:17:36,  1.82it/s]
Training 2/3 epoch (loss 0.5145):  47%|████▋     | 7587/16050 [1:24:23<1:17:36,  1.82it/s]
Training 2/3 epoch (loss 0.5145):  47%|████▋     | 7588/16050 [1:24:23<1:09:41,  2.02it/s]
Training 2/3 epoch (loss 0.0065):  47%|████▋     | 7588/16050 [1:24:24<1:09:41,  2.02it/s]
Training 2/3 epoch (loss 0.0065):  47%|████▋     | 7589/16050 [1:24:24<1:14:04,  1.90it/s]
Training 2/3 epoch (loss 0.0001):  47%|████▋     | 7589/16050 [1:24:24<1:14:04,  1.90it/s]
Training 2/3 epoch (loss 0.0001):  47%|████▋     | 7590/16050 [1:24:24<1:09:43,  2.02it/s]
Training 2/3 epoch (loss 0.0137):  47%|████▋     | 7590/16050 [1:24:25<1:09:43,  2.02it/s]
Training 2/3 epoch (loss 0.0137):  47%|████▋     | 7591/16050 [1:24:25<1:11:53,  1.96it/s]
Training 2/3 epoch (loss 0.1964):  47%|████▋     | 7591/16050 [1:24:26<1:11:53,  1.96it/s]
Training 2/3 epoch (loss 0.1964):  47%|████▋     | 7592/16050 [1:24:26<1:12:18,  1.95it/s]
Training 2/3 epoch (loss 0.0016):  47%|████▋     | 7592/16050 [1:24:26<1:12:18,  1.95it/s]
Training 2/3 epoch (loss 0.0016):  47%|████▋     | 7593/16050 [1:24:26<1:17:57,  1.81it/s]
Training 2/3 epoch (loss 0.0002):  47%|████▋     | 7593/16050 [1:24:27<1:17:57,  1.81it/s]
Training 2/3 epoch (loss 0.0002):  47%|████▋     | 7594/16050 [1:24:27<1:12:12,  1.95it/s]
Training 2/3 epoch (loss 0.0091):  47%|████▋     | 7594/16050 [1:24:27<1:12:12,  1.95it/s]
Training 2/3 epoch (loss 0.0091):  47%|████▋     | 7595/16050 [1:24:27<1:08:15,  2.06it/s]
Training 2/3 epoch (loss 0.3056):  47%|████▋     | 7595/16050 [1:24:28<1:08:15,  2.06it/s]
Training 2/3 epoch (loss 0.3056):  47%|████▋     | 7596/16050 [1:24:28<1:08:01,  2.07it/s]
Training 2/3 epoch (loss 0.0048):  47%|████▋     | 7596/16050 [1:24:28<1:08:01,  2.07it/s]
Training 2/3 epoch (loss 0.0048):  47%|████▋     | 7597/16050 [1:24:28<1:08:29,  2.06it/s]
Training 2/3 epoch (loss 0.0092):  47%|████▋     | 7597/16050 [1:24:29<1:08:29,  2.06it/s]
Training 2/3 epoch (loss 0.0092):  47%|████▋     | 7598/16050 [1:24:29<1:25:19,  1.65it/s]
Training 2/3 epoch (loss 0.1810):  47%|████▋     | 7598/16050 [1:24:30<1:25:19,  1.65it/s]
Training 2/3 epoch (loss 0.1810):  47%|████▋     | 7599/16050 [1:24:30<1:26:51,  1.62it/s]
Training 2/3 epoch (loss 0.0110):  47%|████▋     | 7599/16050 [1:24:30<1:26:51,  1.62it/s]
Training 2/3 epoch (loss 0.0110):  47%|████▋     | 7600/16050 [1:24:30<1:23:52,  1.68it/s]
Training 2/3 epoch (loss 0.6530):  47%|████▋     | 7600/16050 [1:24:31<1:23:52,  1.68it/s]
Training 2/3 epoch (loss 0.6530):  47%|████▋     | 7601/16050 [1:24:31<1:23:30,  1.69it/s]
Training 2/3 epoch (loss 0.5246):  47%|████▋     | 7601/16050 [1:24:31<1:23:30,  1.69it/s]
Training 2/3 epoch (loss 0.5246):  47%|████▋     | 7602/16050 [1:24:31<1:20:48,  1.74it/s]
Training 2/3 epoch (loss 0.0857):  47%|████▋     | 7602/16050 [1:24:32<1:20:48,  1.74it/s]
Training 2/3 epoch (loss 0.0857):  47%|████▋     | 7603/16050 [1:24:32<1:21:56,  1.72it/s]
Training 2/3 epoch (loss 0.1107):  47%|████▋     | 7603/16050 [1:24:32<1:21:56,  1.72it/s]
Training 2/3 epoch (loss 0.1107):  47%|████▋     | 7604/16050 [1:24:32<1:21:59,  1.72it/s]
Training 2/3 epoch (loss 0.3439):  47%|████▋     | 7604/16050 [1:24:33<1:21:59,  1.72it/s]
Training 2/3 epoch (loss 0.3439):  47%|████▋     | 7605/16050 [1:24:33<1:16:51,  1.83it/s]
Training 2/3 epoch (loss 0.2291):  47%|████▋     | 7605/16050 [1:24:33<1:16:51,  1.83it/s]
Training 2/3 epoch (loss 0.2291):  47%|████▋     | 7606/16050 [1:24:33<1:19:11,  1.78it/s]
Training 2/3 epoch (loss 0.0188):  47%|████▋     | 7606/16050 [1:24:34<1:19:11,  1.78it/s]
Training 2/3 epoch (loss 0.0188):  47%|████▋     | 7607/16050 [1:24:34<1:23:03,  1.69it/s]
Training 2/3 epoch (loss 0.5062):  47%|████▋     | 7607/16050 [1:24:35<1:23:03,  1.69it/s]
Training 2/3 epoch (loss 0.5062):  47%|████▋     | 7608/16050 [1:24:35<1:21:25,  1.73it/s]
Training 2/3 epoch (loss 0.4245):  47%|████▋     | 7608/16050 [1:24:35<1:21:25,  1.73it/s]
Training 2/3 epoch (loss 0.4245):  47%|████▋     | 7609/16050 [1:24:35<1:13:14,  1.92it/s]
Training 2/3 epoch (loss 0.0551):  47%|████▋     | 7609/16050 [1:24:36<1:13:14,  1.92it/s]
Training 2/3 epoch (loss 0.0551):  47%|████▋     | 7610/16050 [1:24:36<1:13:41,  1.91it/s]
Training 2/3 epoch (loss 0.0871):  47%|████▋     | 7610/16050 [1:24:36<1:13:41,  1.91it/s]
Training 2/3 epoch (loss 0.0871):  47%|████▋     | 7611/16050 [1:24:36<1:27:47,  1.60it/s]
Training 2/3 epoch (loss 0.0006):  47%|████▋     | 7611/16050 [1:24:37<1:27:47,  1.60it/s]
Training 2/3 epoch (loss 0.0006):  47%|████▋     | 7612/16050 [1:24:37<1:36:20,  1.46it/s]
Training 2/3 epoch (loss 0.0073):  47%|████▋     | 7612/16050 [1:24:38<1:36:20,  1.46it/s]
Training 2/3 epoch (loss 0.0073):  47%|████▋     | 7613/16050 [1:24:38<1:27:53,  1.60it/s]
Training 2/3 epoch (loss 0.0353):  47%|████▋     | 7613/16050 [1:24:39<1:27:53,  1.60it/s]
Training 2/3 epoch (loss 0.0353):  47%|████▋     | 7614/16050 [1:24:39<1:35:02,  1.48it/s]
Training 2/3 epoch (loss 0.6025):  47%|████▋     | 7614/16050 [1:24:39<1:35:02,  1.48it/s]
Training 2/3 epoch (loss 0.6025):  47%|████▋     | 7615/16050 [1:24:39<1:26:59,  1.62it/s]
Training 2/3 epoch (loss 0.1595):  47%|████▋     | 7615/16050 [1:24:40<1:26:59,  1.62it/s]
Training 2/3 epoch (loss 0.1595):  47%|████▋     | 7616/16050 [1:24:40<1:27:34,  1.61it/s]
Training 2/3 epoch (loss 0.2169):  47%|████▋     | 7616/16050 [1:24:42<1:27:34,  1.61it/s]
Training 2/3 epoch (loss 0.2169):  47%|████▋     | 7617/16050 [1:24:42<2:39:57,  1.14s/it]
Training 2/3 epoch (loss 0.0480):  47%|████▋     | 7617/16050 [1:24:42<2:39:57,  1.14s/it]
Training 2/3 epoch (loss 0.0480):  47%|████▋     | 7618/16050 [1:24:42<2:06:07,  1.11it/s]
Training 2/3 epoch (loss 0.4184):  47%|████▋     | 7618/16050 [1:24:43<2:06:07,  1.11it/s]
Training 2/3 epoch (loss 0.4184):  47%|████▋     | 7619/16050 [1:24:43<1:55:27,  1.22it/s]
Training 2/3 epoch (loss 0.2160):  47%|████▋     | 7619/16050 [1:24:43<1:55:27,  1.22it/s]
Training 2/3 epoch (loss 0.2160):  47%|████▋     | 7620/16050 [1:24:43<1:40:03,  1.40it/s]
Training 2/3 epoch (loss 0.0004):  47%|████▋     | 7620/16050 [1:24:44<1:40:03,  1.40it/s]
Training 2/3 epoch (loss 0.0004):  47%|████▋     | 7621/16050 [1:24:44<1:32:04,  1.53it/s]
Training 2/3 epoch (loss 0.2144):  47%|████▋     | 7621/16050 [1:24:44<1:32:04,  1.53it/s]
Training 2/3 epoch (loss 0.2144):  47%|████▋     | 7622/16050 [1:24:44<1:24:17,  1.67it/s]
Training 2/3 epoch (loss 0.0162):  47%|████▋     | 7622/16050 [1:24:45<1:24:17,  1.67it/s]
Training 2/3 epoch (loss 0.0162):  47%|████▋     | 7623/16050 [1:24:45<1:16:31,  1.84it/s]
Training 2/3 epoch (loss 0.0126):  47%|████▋     | 7623/16050 [1:24:45<1:16:31,  1.84it/s]
Training 2/3 epoch (loss 0.0126):  48%|████▊     | 7624/16050 [1:24:45<1:17:51,  1.80it/s]
Training 2/3 epoch (loss 0.0314):  48%|████▊     | 7624/16050 [1:24:46<1:17:51,  1.80it/s]
Training 2/3 epoch (loss 0.0314):  48%|████▊     | 7625/16050 [1:24:46<1:20:07,  1.75it/s]
Training 2/3 epoch (loss 0.4976):  48%|████▊     | 7625/16050 [1:24:48<1:20:07,  1.75it/s]
Training 2/3 epoch (loss 0.4976):  48%|████▊     | 7626/16050 [1:24:48<2:34:54,  1.10s/it]
Training 2/3 epoch (loss 0.3067):  48%|████▊     | 7626/16050 [1:24:49<2:34:54,  1.10s/it]
Training 2/3 epoch (loss 0.3067):  48%|████▊     | 7627/16050 [1:24:49<2:08:37,  1.09it/s]
Training 2/3 epoch (loss 0.0226):  48%|████▊     | 7627/16050 [1:24:50<2:08:37,  1.09it/s]
Training 2/3 epoch (loss 0.0226):  48%|████▊     | 7628/16050 [1:24:50<2:05:15,  1.12it/s]
Training 2/3 epoch (loss 0.0429):  48%|████▊     | 7628/16050 [1:24:50<2:05:15,  1.12it/s]
Training 2/3 epoch (loss 0.0429):  48%|████▊     | 7629/16050 [1:24:50<1:53:57,  1.23it/s]
Training 2/3 epoch (loss 0.0189):  48%|████▊     | 7629/16050 [1:24:51<1:53:57,  1.23it/s]
Training 2/3 epoch (loss 0.0189):  48%|████▊     | 7630/16050 [1:24:51<1:41:55,  1.38it/s]
Training 2/3 epoch (loss 0.0001):  48%|████▊     | 7630/16050 [1:24:51<1:41:55,  1.38it/s]
Training 2/3 epoch (loss 0.0001):  48%|████▊     | 7631/16050 [1:24:51<1:26:31,  1.62it/s]
Training 2/3 epoch (loss 0.5630):  48%|████▊     | 7631/16050 [1:24:52<1:26:31,  1.62it/s]
Training 2/3 epoch (loss 0.5630):  48%|████▊     | 7632/16050 [1:24:52<1:17:50,  1.80it/s]
Training 2/3 epoch (loss 0.0024):  48%|████▊     | 7632/16050 [1:24:52<1:17:50,  1.80it/s]
Training 2/3 epoch (loss 0.0024):  48%|████▊     | 7633/16050 [1:24:52<1:19:24,  1.77it/s]
Training 2/3 epoch (loss 0.0127):  48%|████▊     | 7633/16050 [1:24:53<1:19:24,  1.77it/s]
Training 2/3 epoch (loss 0.0127):  48%|████▊     | 7634/16050 [1:24:53<1:14:36,  1.88it/s]
Training 2/3 epoch (loss 0.0118):  48%|████▊     | 7634/16050 [1:24:53<1:14:36,  1.88it/s]
Training 2/3 epoch (loss 0.0118):  48%|████▊     | 7635/16050 [1:24:53<1:14:28,  1.88it/s]
Training 2/3 epoch (loss 0.0019):  48%|████▊     | 7635/16050 [1:24:54<1:14:28,  1.88it/s]
Training 2/3 epoch (loss 0.0019):  48%|████▊     | 7636/16050 [1:24:54<1:26:28,  1.62it/s]
Training 2/3 epoch (loss 0.0198):  48%|████▊     | 7636/16050 [1:24:54<1:26:28,  1.62it/s]
Training 2/3 epoch (loss 0.0198):  48%|████▊     | 7637/16050 [1:24:54<1:17:51,  1.80it/s]
Training 2/3 epoch (loss 0.0220):  48%|████▊     | 7637/16050 [1:24:55<1:17:51,  1.80it/s]
Training 2/3 epoch (loss 0.0220):  48%|████▊     | 7638/16050 [1:24:55<1:12:36,  1.93it/s]
Training 2/3 epoch (loss 0.2117):  48%|████▊     | 7638/16050 [1:24:55<1:12:36,  1.93it/s]
Training 2/3 epoch (loss 0.2117):  48%|████▊     | 7639/16050 [1:24:55<1:07:42,  2.07it/s]
Training 2/3 epoch (loss 0.0021):  48%|████▊     | 7639/16050 [1:24:56<1:07:42,  2.07it/s]
Training 2/3 epoch (loss 0.0021):  48%|████▊     | 7640/16050 [1:24:56<1:09:04,  2.03it/s]
Training 2/3 epoch (loss 0.3192):  48%|████▊     | 7640/16050 [1:24:57<1:09:04,  2.03it/s]
Training 2/3 epoch (loss 0.3192):  48%|████▊     | 7641/16050 [1:24:57<1:22:23,  1.70it/s]
Training 2/3 epoch (loss 0.3276):  48%|████▊     | 7641/16050 [1:24:57<1:22:23,  1.70it/s]
Training 2/3 epoch (loss 0.3276):  48%|████▊     | 7642/16050 [1:24:57<1:17:07,  1.82it/s]
Training 2/3 epoch (loss 0.0858):  48%|████▊     | 7642/16050 [1:24:58<1:17:07,  1.82it/s]
Training 2/3 epoch (loss 0.0858):  48%|████▊     | 7643/16050 [1:24:58<1:20:02,  1.75it/s]
Training 2/3 epoch (loss 0.0130):  48%|████▊     | 7643/16050 [1:24:58<1:20:02,  1.75it/s]
Training 2/3 epoch (loss 0.0130):  48%|████▊     | 7644/16050 [1:24:58<1:25:20,  1.64it/s]
Training 2/3 epoch (loss 0.3557):  48%|████▊     | 7644/16050 [1:24:59<1:25:20,  1.64it/s]
Training 2/3 epoch (loss 0.3557):  48%|████▊     | 7645/16050 [1:24:59<1:14:57,  1.87it/s]
Training 2/3 epoch (loss 0.0994):  48%|████▊     | 7645/16050 [1:24:59<1:14:57,  1.87it/s]
Training 2/3 epoch (loss 0.0994):  48%|████▊     | 7646/16050 [1:24:59<1:06:35,  2.10it/s]
Training 2/3 epoch (loss 0.6829):  48%|████▊     | 7646/16050 [1:24:59<1:06:35,  2.10it/s]
Training 2/3 epoch (loss 0.6829):  48%|████▊     | 7647/16050 [1:24:59<1:03:54,  2.19it/s]
Training 2/3 epoch (loss 0.0024):  48%|████▊     | 7647/16050 [1:25:00<1:03:54,  2.19it/s]
Training 2/3 epoch (loss 0.0024):  48%|████▊     | 7648/16050 [1:25:00<1:06:48,  2.10it/s]
Training 2/3 epoch (loss 0.0379):  48%|████▊     | 7648/16050 [1:25:01<1:06:48,  2.10it/s]
Training 2/3 epoch (loss 0.0379):  48%|████▊     | 7649/16050 [1:25:01<1:16:30,  1.83it/s]
Training 2/3 epoch (loss 0.0082):  48%|████▊     | 7649/16050 [1:25:01<1:16:30,  1.83it/s]
Training 2/3 epoch (loss 0.0082):  48%|████▊     | 7650/16050 [1:25:01<1:19:26,  1.76it/s]
Training 2/3 epoch (loss 0.0854):  48%|████▊     | 7650/16050 [1:25:02<1:19:26,  1.76it/s]
Training 2/3 epoch (loss 0.0854):  48%|████▊     | 7651/16050 [1:25:02<1:26:16,  1.62it/s]
Training 2/3 epoch (loss 0.0947):  48%|████▊     | 7651/16050 [1:25:03<1:26:16,  1.62it/s]
Training 2/3 epoch (loss 0.0947):  48%|████▊     | 7652/16050 [1:25:03<1:28:24,  1.58it/s]
Training 2/3 epoch (loss 0.3096):  48%|████▊     | 7652/16050 [1:25:04<1:28:24,  1.58it/s]
Training 2/3 epoch (loss 0.3096):  48%|████▊     | 7653/16050 [1:25:04<1:35:18,  1.47it/s]
Training 2/3 epoch (loss 0.0142):  48%|████▊     | 7653/16050 [1:25:04<1:35:18,  1.47it/s]
Training 2/3 epoch (loss 0.0142):  48%|████▊     | 7654/16050 [1:25:04<1:21:32,  1.72it/s]
Training 2/3 epoch (loss 0.0618):  48%|████▊     | 7654/16050 [1:25:05<1:21:32,  1.72it/s]
Training 2/3 epoch (loss 0.0618):  48%|████▊     | 7655/16050 [1:25:05<1:33:56,  1.49it/s]
Training 2/3 epoch (loss 0.0055):  48%|████▊     | 7655/16050 [1:25:05<1:33:56,  1.49it/s]
Training 2/3 epoch (loss 0.0055):  48%|████▊     | 7656/16050 [1:25:05<1:27:41,  1.60it/s]
Training 2/3 epoch (loss 0.0032):  48%|████▊     | 7656/16050 [1:25:06<1:27:41,  1.60it/s]
Training 2/3 epoch (loss 0.0032):  48%|████▊     | 7657/16050 [1:25:06<1:21:26,  1.72it/s]
Training 2/3 epoch (loss 0.2548):  48%|████▊     | 7657/16050 [1:25:06<1:21:26,  1.72it/s]
Training 2/3 epoch (loss 0.2548):  48%|████▊     | 7658/16050 [1:25:06<1:23:37,  1.67it/s]
Training 2/3 epoch (loss 0.0222):  48%|████▊     | 7658/16050 [1:25:07<1:23:37,  1.67it/s]
Training 2/3 epoch (loss 0.0222):  48%|████▊     | 7659/16050 [1:25:07<1:21:40,  1.71it/s]
Training 2/3 epoch (loss 0.0063):  48%|████▊     | 7659/16050 [1:25:07<1:21:40,  1.71it/s]
Training 2/3 epoch (loss 0.0063):  48%|████▊     | 7660/16050 [1:25:07<1:19:15,  1.76it/s]
Training 2/3 epoch (loss 0.0040):  48%|████▊     | 7660/16050 [1:25:08<1:19:15,  1.76it/s]
Training 2/3 epoch (loss 0.0040):  48%|████▊     | 7661/16050 [1:25:08<1:11:28,  1.96it/s]
Training 2/3 epoch (loss 0.1163):  48%|████▊     | 7661/16050 [1:25:09<1:11:28,  1.96it/s]
Training 2/3 epoch (loss 0.1163):  48%|████▊     | 7662/16050 [1:25:09<1:22:03,  1.70it/s]
Training 2/3 epoch (loss 0.2000):  48%|████▊     | 7662/16050 [1:25:09<1:22:03,  1.70it/s]
Training 2/3 epoch (loss 0.2000):  48%|████▊     | 7663/16050 [1:25:09<1:31:06,  1.53it/s]
Training 2/3 epoch (loss 0.0224):  48%|████▊     | 7663/16050 [1:25:10<1:31:06,  1.53it/s]
Training 2/3 epoch (loss 0.0224):  48%|████▊     | 7664/16050 [1:25:10<1:21:13,  1.72it/s]
Training 2/3 epoch (loss 0.0018):  48%|████▊     | 7664/16050 [1:25:10<1:21:13,  1.72it/s]
Training 2/3 epoch (loss 0.0018):  48%|████▊     | 7665/16050 [1:25:10<1:13:33,  1.90it/s]
Training 2/3 epoch (loss 0.5549):  48%|████▊     | 7665/16050 [1:25:11<1:13:33,  1.90it/s]
Training 2/3 epoch (loss 0.5549):  48%|████▊     | 7666/16050 [1:25:11<1:18:03,  1.79it/s]
Training 2/3 epoch (loss 0.1621):  48%|████▊     | 7666/16050 [1:25:13<1:18:03,  1.79it/s]
Training 2/3 epoch (loss 0.1621):  48%|████▊     | 7667/16050 [1:25:13<2:33:06,  1.10s/it]
Training 2/3 epoch (loss 0.0021):  48%|████▊     | 7667/16050 [1:25:14<2:33:06,  1.10s/it]
Training 2/3 epoch (loss 0.0021):  48%|████▊     | 7668/16050 [1:25:14<2:04:04,  1.13it/s]
Training 2/3 epoch (loss 0.0878):  48%|████▊     | 7668/16050 [1:25:14<2:04:04,  1.13it/s]
Training 2/3 epoch (loss 0.0878):  48%|████▊     | 7669/16050 [1:25:14<1:55:07,  1.21it/s]
Training 2/3 epoch (loss 0.0058):  48%|████▊     | 7669/16050 [1:25:15<1:55:07,  1.21it/s]
Training 2/3 epoch (loss 0.0058):  48%|████▊     | 7670/16050 [1:25:15<1:42:46,  1.36it/s]
Training 2/3 epoch (loss 0.4134):  48%|████▊     | 7670/16050 [1:25:15<1:42:46,  1.36it/s]
Training 2/3 epoch (loss 0.4134):  48%|████▊     | 7671/16050 [1:25:15<1:36:17,  1.45it/s]
Training 2/3 epoch (loss 0.2811):  48%|████▊     | 7671/16050 [1:25:18<1:36:17,  1.45it/s]
Training 2/3 epoch (loss 0.2811):  48%|████▊     | 7672/16050 [1:25:18<2:46:00,  1.19s/it]
Training 2/3 epoch (loss 0.0001):  48%|████▊     | 7672/16050 [1:25:18<2:46:00,  1.19s/it]
Training 2/3 epoch (loss 0.0001):  48%|████▊     | 7673/16050 [1:25:18<2:11:20,  1.06it/s]
Training 2/3 epoch (loss 0.0118):  48%|████▊     | 7673/16050 [1:25:19<2:11:20,  1.06it/s]
Training 2/3 epoch (loss 0.0118):  48%|████▊     | 7674/16050 [1:25:19<1:54:22,  1.22it/s]
Training 2/3 epoch (loss 0.9159):  48%|████▊     | 7674/16050 [1:25:19<1:54:22,  1.22it/s]
Training 2/3 epoch (loss 0.9159):  48%|████▊     | 7675/16050 [1:25:19<1:39:00,  1.41it/s]
Training 2/3 epoch (loss 0.3782):  48%|████▊     | 7675/16050 [1:25:19<1:39:00,  1.41it/s]
Training 2/3 epoch (loss 0.3782):  48%|████▊     | 7676/16050 [1:25:19<1:25:47,  1.63it/s]
Training 2/3 epoch (loss 0.3483):  48%|████▊     | 7676/16050 [1:25:20<1:25:47,  1.63it/s]
Training 2/3 epoch (loss 0.3483):  48%|████▊     | 7677/16050 [1:25:20<1:22:05,  1.70it/s]
Training 2/3 epoch (loss 0.5218):  48%|████▊     | 7677/16050 [1:25:20<1:22:05,  1.70it/s]
Training 2/3 epoch (loss 0.5218):  48%|████▊     | 7678/16050 [1:25:20<1:09:34,  2.01it/s]
Training 2/3 epoch (loss 0.0074):  48%|████▊     | 7678/16050 [1:25:21<1:09:34,  2.01it/s]
Training 2/3 epoch (loss 0.0074):  48%|████▊     | 7679/16050 [1:25:21<1:16:25,  1.83it/s]
Training 2/3 epoch (loss 0.4819):  48%|████▊     | 7679/16050 [1:25:22<1:16:25,  1.83it/s]
Training 2/3 epoch (loss 0.4819):  48%|████▊     | 7680/16050 [1:25:22<1:19:51,  1.75it/s]
Training 2/3 epoch (loss 0.0186):  48%|████▊     | 7680/16050 [1:25:22<1:19:51,  1.75it/s]
Training 2/3 epoch (loss 0.0186):  48%|████▊     | 7681/16050 [1:25:22<1:16:02,  1.83it/s]
Training 2/3 epoch (loss 0.0872):  48%|████▊     | 7681/16050 [1:25:23<1:16:02,  1.83it/s]
Training 2/3 epoch (loss 0.0872):  48%|████▊     | 7682/16050 [1:25:23<1:21:38,  1.71it/s]
Training 2/3 epoch (loss 0.5327):  48%|████▊     | 7682/16050 [1:25:23<1:21:38,  1.71it/s]
Training 2/3 epoch (loss 0.5327):  48%|████▊     | 7683/16050 [1:25:23<1:22:41,  1.69it/s]
Training 2/3 epoch (loss 0.0067):  48%|████▊     | 7683/16050 [1:25:24<1:22:41,  1.69it/s]
Training 2/3 epoch (loss 0.0067):  48%|████▊     | 7684/16050 [1:25:24<1:20:55,  1.72it/s]
Training 2/3 epoch (loss 0.0970):  48%|████▊     | 7684/16050 [1:25:24<1:20:55,  1.72it/s]
Training 2/3 epoch (loss 0.0970):  48%|████▊     | 7685/16050 [1:25:24<1:16:49,  1.81it/s]
Training 2/3 epoch (loss 0.0052):  48%|████▊     | 7685/16050 [1:25:25<1:16:49,  1.81it/s]
Training 2/3 epoch (loss 0.0052):  48%|████▊     | 7686/16050 [1:25:25<1:10:07,  1.99it/s]
Training 2/3 epoch (loss 0.0470):  48%|████▊     | 7686/16050 [1:25:25<1:10:07,  1.99it/s]
Training 2/3 epoch (loss 0.0470):  48%|████▊     | 7687/16050 [1:25:25<1:14:11,  1.88it/s]
Training 2/3 epoch (loss 0.0020):  48%|████▊     | 7687/16050 [1:25:26<1:14:11,  1.88it/s]
Training 2/3 epoch (loss 0.0020):  48%|████▊     | 7688/16050 [1:25:26<1:11:26,  1.95it/s]
Training 2/3 epoch (loss 0.0010):  48%|████▊     | 7688/16050 [1:25:27<1:11:26,  1.95it/s]
Training 2/3 epoch (loss 0.0010):  48%|████▊     | 7689/16050 [1:25:27<1:17:38,  1.79it/s]
Training 2/3 epoch (loss 0.1262):  48%|████▊     | 7689/16050 [1:25:27<1:17:38,  1.79it/s]
Training 2/3 epoch (loss 0.1262):  48%|████▊     | 7690/16050 [1:25:27<1:20:25,  1.73it/s]
Training 2/3 epoch (loss 0.0113):  48%|████▊     | 7690/16050 [1:25:28<1:20:25,  1.73it/s]
Training 2/3 epoch (loss 0.0113):  48%|████▊     | 7691/16050 [1:25:28<1:24:46,  1.64it/s]
Training 2/3 epoch (loss 0.3433):  48%|████▊     | 7691/16050 [1:25:28<1:24:46,  1.64it/s]
Training 2/3 epoch (loss 0.3433):  48%|████▊     | 7692/16050 [1:25:28<1:19:19,  1.76it/s]
Training 2/3 epoch (loss 0.2906):  48%|████▊     | 7692/16050 [1:25:29<1:19:19,  1.76it/s]
Training 2/3 epoch (loss 0.2906):  48%|████▊     | 7693/16050 [1:25:29<1:12:00,  1.93it/s]
Training 2/3 epoch (loss 0.0056):  48%|████▊     | 7693/16050 [1:25:29<1:12:00,  1.93it/s]
Training 2/3 epoch (loss 0.0056):  48%|████▊     | 7694/16050 [1:25:29<1:15:45,  1.84it/s]
Training 2/3 epoch (loss 0.0068):  48%|████▊     | 7694/16050 [1:25:30<1:15:45,  1.84it/s]
Training 2/3 epoch (loss 0.0068):  48%|████▊     | 7695/16050 [1:25:30<1:19:19,  1.76it/s]
Training 2/3 epoch (loss 0.0004):  48%|████▊     | 7695/16050 [1:25:30<1:19:19,  1.76it/s]
Training 2/3 epoch (loss 0.0004):  48%|████▊     | 7696/16050 [1:25:30<1:15:48,  1.84it/s]
Training 2/3 epoch (loss 0.0283):  48%|████▊     | 7696/16050 [1:25:31<1:15:48,  1.84it/s]
Training 2/3 epoch (loss 0.0283):  48%|████▊     | 7697/16050 [1:25:31<1:15:13,  1.85it/s]
Training 2/3 epoch (loss 0.0039):  48%|████▊     | 7697/16050 [1:25:32<1:15:13,  1.85it/s]
Training 2/3 epoch (loss 0.0039):  48%|████▊     | 7698/16050 [1:25:32<1:31:45,  1.52it/s]
Training 2/3 epoch (loss 0.0169):  48%|████▊     | 7698/16050 [1:25:32<1:31:45,  1.52it/s]
Training 2/3 epoch (loss 0.0169):  48%|████▊     | 7699/16050 [1:25:32<1:20:55,  1.72it/s]
Training 2/3 epoch (loss 0.0131):  48%|████▊     | 7699/16050 [1:25:33<1:20:55,  1.72it/s]
Training 2/3 epoch (loss 0.0131):  48%|████▊     | 7700/16050 [1:25:33<1:18:22,  1.78it/s]
Training 2/3 epoch (loss 0.0467):  48%|████▊     | 7700/16050 [1:25:33<1:18:22,  1.78it/s]
Training 2/3 epoch (loss 0.0467):  48%|████▊     | 7701/16050 [1:25:33<1:15:08,  1.85it/s]
Training 2/3 epoch (loss 0.2596):  48%|████▊     | 7701/16050 [1:25:34<1:15:08,  1.85it/s]
Training 2/3 epoch (loss 0.2596):  48%|████▊     | 7702/16050 [1:25:34<1:06:49,  2.08it/s]
Training 2/3 epoch (loss 0.2524):  48%|████▊     | 7702/16050 [1:25:34<1:06:49,  2.08it/s]
Training 2/3 epoch (loss 0.2524):  48%|████▊     | 7703/16050 [1:25:34<1:06:20,  2.10it/s]
Training 2/3 epoch (loss 0.8251):  48%|████▊     | 7703/16050 [1:25:34<1:06:20,  2.10it/s]
Training 2/3 epoch (loss 0.8251):  48%|████▊     | 7704/16050 [1:25:34<1:01:23,  2.27it/s]
Training 2/3 epoch (loss 0.4272):  48%|████▊     | 7704/16050 [1:25:35<1:01:23,  2.27it/s]
Training 2/3 epoch (loss 0.4272):  48%|████▊     | 7705/16050 [1:25:35<57:29,  2.42it/s]  
Training 2/3 epoch (loss 0.2538):  48%|████▊     | 7705/16050 [1:25:35<57:29,  2.42it/s]
Training 2/3 epoch (loss 0.2538):  48%|████▊     | 7706/16050 [1:25:35<56:54,  2.44it/s]
Training 2/3 epoch (loss 0.2833):  48%|████▊     | 7706/16050 [1:25:36<56:54,  2.44it/s]
Training 2/3 epoch (loss 0.2833):  48%|████▊     | 7707/16050 [1:25:36<56:16,  2.47it/s]
Training 2/3 epoch (loss 0.0166):  48%|████▊     | 7707/16050 [1:25:36<56:16,  2.47it/s]
Training 2/3 epoch (loss 0.0166):  48%|████▊     | 7708/16050 [1:25:36<1:09:29,  2.00it/s]
Training 2/3 epoch (loss 0.0031):  48%|████▊     | 7708/16050 [1:25:37<1:09:29,  2.00it/s]
Training 2/3 epoch (loss 0.0031):  48%|████▊     | 7709/16050 [1:25:37<1:10:56,  1.96it/s]
Training 2/3 epoch (loss 0.0020):  48%|████▊     | 7709/16050 [1:25:37<1:10:56,  1.96it/s]
Training 2/3 epoch (loss 0.0020):  48%|████▊     | 7710/16050 [1:25:37<1:11:56,  1.93it/s]
Training 2/3 epoch (loss 0.0030):  48%|████▊     | 7710/16050 [1:25:38<1:11:56,  1.93it/s]
Training 2/3 epoch (loss 0.0030):  48%|████▊     | 7711/16050 [1:25:38<1:24:05,  1.65it/s]
Training 2/3 epoch (loss 0.0142):  48%|████▊     | 7711/16050 [1:25:39<1:24:05,  1.65it/s]
Training 2/3 epoch (loss 0.0142):  48%|████▊     | 7712/16050 [1:25:39<1:29:53,  1.55it/s]
Training 2/3 epoch (loss 0.4214):  48%|████▊     | 7712/16050 [1:25:39<1:29:53,  1.55it/s]
Training 2/3 epoch (loss 0.4214):  48%|████▊     | 7713/16050 [1:25:39<1:22:02,  1.69it/s]
Training 2/3 epoch (loss 0.2015):  48%|████▊     | 7713/16050 [1:25:40<1:22:02,  1.69it/s]
Training 2/3 epoch (loss 0.2015):  48%|████▊     | 7714/16050 [1:25:40<1:20:25,  1.73it/s]
Training 2/3 epoch (loss 0.1609):  48%|████▊     | 7714/16050 [1:25:41<1:20:25,  1.73it/s]
Training 2/3 epoch (loss 0.1609):  48%|████▊     | 7715/16050 [1:25:41<1:24:00,  1.65it/s]
Training 2/3 epoch (loss 0.4790):  48%|████▊     | 7715/16050 [1:25:41<1:24:00,  1.65it/s]
Training 2/3 epoch (loss 0.4790):  48%|████▊     | 7716/16050 [1:25:41<1:24:52,  1.64it/s]
Training 2/3 epoch (loss 0.3530):  48%|████▊     | 7716/16050 [1:25:42<1:24:52,  1.64it/s]
Training 2/3 epoch (loss 0.3530):  48%|████▊     | 7717/16050 [1:25:42<1:25:11,  1.63it/s]
Training 2/3 epoch (loss 0.3662):  48%|████▊     | 7717/16050 [1:25:42<1:25:11,  1.63it/s]
Training 2/3 epoch (loss 0.3662):  48%|████▊     | 7718/16050 [1:25:42<1:19:00,  1.76it/s]
Training 2/3 epoch (loss 0.0406):  48%|████▊     | 7718/16050 [1:25:43<1:19:00,  1.76it/s]
Training 2/3 epoch (loss 0.0406):  48%|████▊     | 7719/16050 [1:25:43<1:29:27,  1.55it/s]
Training 2/3 epoch (loss 0.4495):  48%|████▊     | 7719/16050 [1:25:44<1:29:27,  1.55it/s]
Training 2/3 epoch (loss 0.4495):  48%|████▊     | 7720/16050 [1:25:44<1:18:41,  1.76it/s]
Training 2/3 epoch (loss 0.2852):  48%|████▊     | 7720/16050 [1:25:44<1:18:41,  1.76it/s]
Training 2/3 epoch (loss 0.2852):  48%|████▊     | 7721/16050 [1:25:44<1:15:58,  1.83it/s]
Training 2/3 epoch (loss 0.0027):  48%|████▊     | 7721/16050 [1:25:45<1:15:58,  1.83it/s]
Training 2/3 epoch (loss 0.0027):  48%|████▊     | 7722/16050 [1:25:45<1:12:45,  1.91it/s]
Training 2/3 epoch (loss 0.4878):  48%|████▊     | 7722/16050 [1:25:45<1:12:45,  1.91it/s]
Training 2/3 epoch (loss 0.4878):  48%|████▊     | 7723/16050 [1:25:45<1:10:41,  1.96it/s]
Training 2/3 epoch (loss 0.0003):  48%|████▊     | 7723/16050 [1:25:46<1:10:41,  1.96it/s]
Training 2/3 epoch (loss 0.0003):  48%|████▊     | 7724/16050 [1:25:46<1:11:23,  1.94it/s]
Training 2/3 epoch (loss 0.1167):  48%|████▊     | 7724/16050 [1:25:46<1:11:23,  1.94it/s]
Training 2/3 epoch (loss 0.1167):  48%|████▊     | 7725/16050 [1:25:46<1:09:02,  2.01it/s]
Training 2/3 epoch (loss 0.0002):  48%|████▊     | 7725/16050 [1:25:46<1:09:02,  2.01it/s]
Training 2/3 epoch (loss 0.0002):  48%|████▊     | 7726/16050 [1:25:46<1:05:41,  2.11it/s]
Training 2/3 epoch (loss 0.0250):  48%|████▊     | 7726/16050 [1:25:47<1:05:41,  2.11it/s]
Training 2/3 epoch (loss 0.0250):  48%|████▊     | 7727/16050 [1:25:47<1:11:31,  1.94it/s]
Training 2/3 epoch (loss 0.1247):  48%|████▊     | 7727/16050 [1:25:48<1:11:31,  1.94it/s]
Training 2/3 epoch (loss 0.1247):  48%|████▊     | 7728/16050 [1:25:48<1:12:18,  1.92it/s]
Training 2/3 epoch (loss 0.0015):  48%|████▊     | 7728/16050 [1:25:48<1:12:18,  1.92it/s]
Training 2/3 epoch (loss 0.0015):  48%|████▊     | 7729/16050 [1:25:48<1:16:35,  1.81it/s]
Training 2/3 epoch (loss 0.2324):  48%|████▊     | 7729/16050 [1:25:49<1:16:35,  1.81it/s]
Training 2/3 epoch (loss 0.2324):  48%|████▊     | 7730/16050 [1:25:49<1:12:37,  1.91it/s]
Training 2/3 epoch (loss 0.2957):  48%|████▊     | 7730/16050 [1:25:49<1:12:37,  1.91it/s]
Training 2/3 epoch (loss 0.2957):  48%|████▊     | 7731/16050 [1:25:49<1:07:40,  2.05it/s]
Training 2/3 epoch (loss 0.0005):  48%|████▊     | 7731/16050 [1:25:50<1:07:40,  2.05it/s]
Training 2/3 epoch (loss 0.0005):  48%|████▊     | 7732/16050 [1:25:50<1:13:13,  1.89it/s]
Training 2/3 epoch (loss 0.0139):  48%|████▊     | 7732/16050 [1:25:50<1:13:13,  1.89it/s]
Training 2/3 epoch (loss 0.0139):  48%|████▊     | 7733/16050 [1:25:50<1:08:43,  2.02it/s]
Training 2/3 epoch (loss 0.0233):  48%|████▊     | 7733/16050 [1:25:51<1:08:43,  2.02it/s]
Training 2/3 epoch (loss 0.0233):  48%|████▊     | 7734/16050 [1:25:51<1:06:56,  2.07it/s]
Training 2/3 epoch (loss 0.0016):  48%|████▊     | 7734/16050 [1:25:51<1:06:56,  2.07it/s]
Training 2/3 epoch (loss 0.0016):  48%|████▊     | 7735/16050 [1:25:51<1:06:05,  2.10it/s]
Training 2/3 epoch (loss 0.2046):  48%|████▊     | 7735/16050 [1:25:51<1:06:05,  2.10it/s]
Training 2/3 epoch (loss 0.2046):  48%|████▊     | 7736/16050 [1:25:51<1:05:54,  2.10it/s]
Training 2/3 epoch (loss 0.2222):  48%|████▊     | 7736/16050 [1:25:52<1:05:54,  2.10it/s]
Training 2/3 epoch (loss 0.2222):  48%|████▊     | 7737/16050 [1:25:52<1:00:52,  2.28it/s]
Training 2/3 epoch (loss 0.0228):  48%|████▊     | 7737/16050 [1:25:52<1:00:52,  2.28it/s]
Training 2/3 epoch (loss 0.0228):  48%|████▊     | 7738/16050 [1:25:52<1:04:46,  2.14it/s]
Training 2/3 epoch (loss 0.0843):  48%|████▊     | 7738/16050 [1:25:53<1:04:46,  2.14it/s]
Training 2/3 epoch (loss 0.0843):  48%|████▊     | 7739/16050 [1:25:53<1:10:31,  1.96it/s]
Training 2/3 epoch (loss 0.3285):  48%|████▊     | 7739/16050 [1:25:54<1:10:31,  1.96it/s]
Training 2/3 epoch (loss 0.3285):  48%|████▊     | 7740/16050 [1:25:54<1:15:11,  1.84it/s]
Training 2/3 epoch (loss 0.4805):  48%|████▊     | 7740/16050 [1:25:54<1:15:11,  1.84it/s]
Training 2/3 epoch (loss 0.4805):  48%|████▊     | 7741/16050 [1:25:54<1:15:08,  1.84it/s]
Training 2/3 epoch (loss 0.0103):  48%|████▊     | 7741/16050 [1:25:55<1:15:08,  1.84it/s]
Training 2/3 epoch (loss 0.0103):  48%|████▊     | 7742/16050 [1:25:55<1:14:59,  1.85it/s]
Training 2/3 epoch (loss 0.2188):  48%|████▊     | 7742/16050 [1:25:57<1:14:59,  1.85it/s]
Training 2/3 epoch (loss 0.2188):  48%|████▊     | 7743/16050 [1:25:57<2:30:40,  1.09s/it]
Training 2/3 epoch (loss 0.0221):  48%|████▊     | 7743/16050 [1:25:58<2:30:40,  1.09s/it]
Training 2/3 epoch (loss 0.0221):  48%|████▊     | 7744/16050 [1:25:58<2:11:20,  1.05it/s]
Training 2/3 epoch (loss 0.0015):  48%|████▊     | 7744/16050 [1:25:58<2:11:20,  1.05it/s]
Training 2/3 epoch (loss 0.0015):  48%|████▊     | 7745/16050 [1:25:58<2:05:18,  1.10it/s]
Training 2/3 epoch (loss 0.0003):  48%|████▊     | 7745/16050 [1:25:59<2:05:18,  1.10it/s]
Training 2/3 epoch (loss 0.0003):  48%|████▊     | 7746/16050 [1:25:59<1:53:01,  1.22it/s]
Training 2/3 epoch (loss 0.0134):  48%|████▊     | 7746/16050 [1:26:00<1:53:01,  1.22it/s]
Training 2/3 epoch (loss 0.0134):  48%|████▊     | 7747/16050 [1:26:00<1:40:29,  1.38it/s]
Training 2/3 epoch (loss 0.0019):  48%|████▊     | 7747/16050 [1:26:00<1:40:29,  1.38it/s]
Training 2/3 epoch (loss 0.0019):  48%|████▊     | 7748/16050 [1:26:00<1:35:19,  1.45it/s]
Training 2/3 epoch (loss 0.0042):  48%|████▊     | 7748/16050 [1:26:01<1:35:19,  1.45it/s]
Training 2/3 epoch (loss 0.0042):  48%|████▊     | 7749/16050 [1:26:01<1:28:02,  1.57it/s]
Training 2/3 epoch (loss 0.1111):  48%|████▊     | 7749/16050 [1:26:01<1:28:02,  1.57it/s]
Training 2/3 epoch (loss 0.1111):  48%|████▊     | 7750/16050 [1:26:01<1:21:31,  1.70it/s]
Training 2/3 epoch (loss 0.0249):  48%|████▊     | 7750/16050 [1:26:02<1:21:31,  1.70it/s]
Training 2/3 epoch (loss 0.0249):  48%|████▊     | 7751/16050 [1:26:02<1:13:18,  1.89it/s]
Training 2/3 epoch (loss 0.1559):  48%|████▊     | 7751/16050 [1:26:02<1:13:18,  1.89it/s]
Training 2/3 epoch (loss 0.1559):  48%|████▊     | 7752/16050 [1:26:02<1:07:17,  2.06it/s]
Training 2/3 epoch (loss 0.0306):  48%|████▊     | 7752/16050 [1:26:02<1:07:17,  2.06it/s]
Training 2/3 epoch (loss 0.0306):  48%|████▊     | 7753/16050 [1:26:02<1:06:43,  2.07it/s]
Training 2/3 epoch (loss 0.0001):  48%|████▊     | 7753/16050 [1:26:03<1:06:43,  2.07it/s]
Training 2/3 epoch (loss 0.0001):  48%|████▊     | 7754/16050 [1:26:03<1:04:43,  2.14it/s]
Training 2/3 epoch (loss 0.0759):  48%|████▊     | 7754/16050 [1:26:03<1:04:43,  2.14it/s]
Training 2/3 epoch (loss 0.0759):  48%|████▊     | 7755/16050 [1:26:03<1:06:37,  2.07it/s]
Training 2/3 epoch (loss 0.0208):  48%|████▊     | 7755/16050 [1:26:04<1:06:37,  2.07it/s]
Training 2/3 epoch (loss 0.0208):  48%|████▊     | 7756/16050 [1:26:04<1:03:20,  2.18it/s]
Training 2/3 epoch (loss 0.1478):  48%|████▊     | 7756/16050 [1:26:04<1:03:20,  2.18it/s]
Training 2/3 epoch (loss 0.1478):  48%|████▊     | 7757/16050 [1:26:04<58:12,  2.37it/s]  
Training 2/3 epoch (loss 0.0063):  48%|████▊     | 7757/16050 [1:26:05<58:12,  2.37it/s]
Training 2/3 epoch (loss 0.0063):  48%|████▊     | 7758/16050 [1:26:05<1:05:22,  2.11it/s]
Training 2/3 epoch (loss 0.0089):  48%|████▊     | 7758/16050 [1:26:05<1:05:22,  2.11it/s]
Training 2/3 epoch (loss 0.0089):  48%|████▊     | 7759/16050 [1:26:05<1:05:16,  2.12it/s]
Training 2/3 epoch (loss 0.2776):  48%|████▊     | 7759/16050 [1:26:06<1:05:16,  2.12it/s]
Training 2/3 epoch (loss 0.2776):  48%|████▊     | 7760/16050 [1:26:06<1:05:22,  2.11it/s]
Training 2/3 epoch (loss 0.0107):  48%|████▊     | 7760/16050 [1:26:06<1:05:22,  2.11it/s]
Training 2/3 epoch (loss 0.0107):  48%|████▊     | 7761/16050 [1:26:06<1:03:28,  2.18it/s]
Training 2/3 epoch (loss 0.0367):  48%|████▊     | 7761/16050 [1:26:07<1:03:28,  2.18it/s]
Training 2/3 epoch (loss 0.0367):  48%|████▊     | 7762/16050 [1:26:07<1:12:20,  1.91it/s]
Training 2/3 epoch (loss 0.0697):  48%|████▊     | 7762/16050 [1:26:07<1:12:20,  1.91it/s]
Training 2/3 epoch (loss 0.0697):  48%|████▊     | 7763/16050 [1:26:07<1:16:05,  1.82it/s]
Training 2/3 epoch (loss 0.0227):  48%|████▊     | 7763/16050 [1:26:08<1:16:05,  1.82it/s]
Training 2/3 epoch (loss 0.0227):  48%|████▊     | 7764/16050 [1:26:08<1:22:20,  1.68it/s]
Training 2/3 epoch (loss 0.0411):  48%|████▊     | 7764/16050 [1:26:09<1:22:20,  1.68it/s]
Training 2/3 epoch (loss 0.0411):  48%|████▊     | 7765/16050 [1:26:09<1:23:51,  1.65it/s]
Training 2/3 epoch (loss 0.0078):  48%|████▊     | 7765/16050 [1:26:09<1:23:51,  1.65it/s]
Training 2/3 epoch (loss 0.0078):  48%|████▊     | 7766/16050 [1:26:09<1:20:11,  1.72it/s]
Training 2/3 epoch (loss 0.2573):  48%|████▊     | 7766/16050 [1:26:10<1:20:11,  1.72it/s]
Training 2/3 epoch (loss 0.2573):  48%|████▊     | 7767/16050 [1:26:10<1:10:41,  1.95it/s]
Training 2/3 epoch (loss 0.3537):  48%|████▊     | 7767/16050 [1:26:10<1:10:41,  1.95it/s]
Training 2/3 epoch (loss 0.3537):  48%|████▊     | 7768/16050 [1:26:10<1:10:53,  1.95it/s]
Training 2/3 epoch (loss 0.0078):  48%|████▊     | 7768/16050 [1:26:11<1:10:53,  1.95it/s]
Training 2/3 epoch (loss 0.0078):  48%|████▊     | 7769/16050 [1:26:11<1:08:48,  2.01it/s]
Training 2/3 epoch (loss 0.3905):  48%|████▊     | 7769/16050 [1:26:11<1:08:48,  2.01it/s]
Training 2/3 epoch (loss 0.3905):  48%|████▊     | 7770/16050 [1:26:11<1:13:44,  1.87it/s]
Training 2/3 epoch (loss 0.0380):  48%|████▊     | 7770/16050 [1:26:12<1:13:44,  1.87it/s]
Training 2/3 epoch (loss 0.0380):  48%|████▊     | 7771/16050 [1:26:12<1:10:44,  1.95it/s]
Training 2/3 epoch (loss 0.0237):  48%|████▊     | 7771/16050 [1:26:12<1:10:44,  1.95it/s]
Training 2/3 epoch (loss 0.0237):  48%|████▊     | 7772/16050 [1:26:12<1:10:55,  1.95it/s]
Training 2/3 epoch (loss 0.0039):  48%|████▊     | 7772/16050 [1:26:13<1:10:55,  1.95it/s]
Training 2/3 epoch (loss 0.0039):  48%|████▊     | 7773/16050 [1:26:13<1:08:23,  2.02it/s]
Training 2/3 epoch (loss 0.0925):  48%|████▊     | 7773/16050 [1:26:13<1:08:23,  2.02it/s]
Training 2/3 epoch (loss 0.0925):  48%|████▊     | 7774/16050 [1:26:13<1:02:04,  2.22it/s]
Training 2/3 epoch (loss 0.4598):  48%|████▊     | 7774/16050 [1:26:13<1:02:04,  2.22it/s]
Training 2/3 epoch (loss 0.4598):  48%|████▊     | 7775/16050 [1:26:13<1:02:20,  2.21it/s]
Training 2/3 epoch (loss 0.4157):  48%|████▊     | 7775/16050 [1:26:14<1:02:20,  2.21it/s]
Training 2/3 epoch (loss 0.4157):  48%|████▊     | 7776/16050 [1:26:14<1:06:10,  2.08it/s]
Training 2/3 epoch (loss 0.0001):  48%|████▊     | 7776/16050 [1:26:14<1:06:10,  2.08it/s]
Training 2/3 epoch (loss 0.0001):  48%|████▊     | 7777/16050 [1:26:14<1:03:31,  2.17it/s]
Training 2/3 epoch (loss 0.0002):  48%|████▊     | 7777/16050 [1:26:15<1:03:31,  2.17it/s]
Training 2/3 epoch (loss 0.0002):  48%|████▊     | 7778/16050 [1:26:15<1:10:22,  1.96it/s]
Training 2/3 epoch (loss 0.3051):  48%|████▊     | 7778/16050 [1:26:16<1:10:22,  1.96it/s]
Training 2/3 epoch (loss 0.3051):  48%|████▊     | 7779/16050 [1:26:16<1:11:08,  1.94it/s]
Training 2/3 epoch (loss 0.0253):  48%|████▊     | 7779/16050 [1:26:16<1:11:08,  1.94it/s]
Training 2/3 epoch (loss 0.0253):  48%|████▊     | 7780/16050 [1:26:16<1:15:49,  1.82it/s]
Training 2/3 epoch (loss 0.0357):  48%|████▊     | 7780/16050 [1:26:17<1:15:49,  1.82it/s]
Training 2/3 epoch (loss 0.0357):  48%|████▊     | 7781/16050 [1:26:17<1:18:18,  1.76it/s]
Training 2/3 epoch (loss 0.3489):  48%|████▊     | 7781/16050 [1:26:17<1:18:18,  1.76it/s]
Training 2/3 epoch (loss 0.3489):  48%|████▊     | 7782/16050 [1:26:17<1:09:17,  1.99it/s]
Training 2/3 epoch (loss 0.5863):  48%|████▊     | 7782/16050 [1:26:17<1:09:17,  1.99it/s]
Training 2/3 epoch (loss 0.5863):  48%|████▊     | 7783/16050 [1:26:17<1:02:09,  2.22it/s]
Training 2/3 epoch (loss 0.0024):  48%|████▊     | 7783/16050 [1:26:18<1:02:09,  2.22it/s]
Training 2/3 epoch (loss 0.0024):  48%|████▊     | 7784/16050 [1:26:18<1:05:28,  2.10it/s]
Training 2/3 epoch (loss 0.0159):  48%|████▊     | 7784/16050 [1:26:19<1:05:28,  2.10it/s]
Training 2/3 epoch (loss 0.0159):  49%|████▊     | 7785/16050 [1:26:19<1:14:59,  1.84it/s]
Training 2/3 epoch (loss 0.0016):  49%|████▊     | 7785/16050 [1:26:19<1:14:59,  1.84it/s]
Training 2/3 epoch (loss 0.0016):  49%|████▊     | 7786/16050 [1:26:19<1:11:35,  1.92it/s]
Training 2/3 epoch (loss 0.4357):  49%|████▊     | 7786/16050 [1:26:19<1:11:35,  1.92it/s]
Training 2/3 epoch (loss 0.4357):  49%|████▊     | 7787/16050 [1:26:19<1:04:05,  2.15it/s]
Training 2/3 epoch (loss 0.0747):  49%|████▊     | 7787/16050 [1:26:20<1:04:05,  2.15it/s]
Training 2/3 epoch (loss 0.0747):  49%|████▊     | 7788/16050 [1:26:20<1:20:30,  1.71it/s]
Training 2/3 epoch (loss 0.0032):  49%|████▊     | 7788/16050 [1:26:21<1:20:30,  1.71it/s]
Training 2/3 epoch (loss 0.0032):  49%|████▊     | 7789/16050 [1:26:21<1:21:57,  1.68it/s]
Training 2/3 epoch (loss 0.3428):  49%|████▊     | 7789/16050 [1:26:22<1:21:57,  1.68it/s]
Training 2/3 epoch (loss 0.3428):  49%|████▊     | 7790/16050 [1:26:22<1:31:07,  1.51it/s]
Training 2/3 epoch (loss 0.0022):  49%|████▊     | 7790/16050 [1:26:22<1:31:07,  1.51it/s]
Training 2/3 epoch (loss 0.0022):  49%|████▊     | 7791/16050 [1:26:22<1:22:56,  1.66it/s]
Training 2/3 epoch (loss 0.0009):  49%|████▊     | 7791/16050 [1:26:23<1:22:56,  1.66it/s]
Training 2/3 epoch (loss 0.0009):  49%|████▊     | 7792/16050 [1:26:23<1:29:22,  1.54it/s]
Training 2/3 epoch (loss 0.0132):  49%|████▊     | 7792/16050 [1:26:24<1:29:22,  1.54it/s]
Training 2/3 epoch (loss 0.0132):  49%|████▊     | 7793/16050 [1:26:24<1:27:28,  1.57it/s]
Training 2/3 epoch (loss 0.3011):  49%|████▊     | 7793/16050 [1:26:24<1:27:28,  1.57it/s]
Training 2/3 epoch (loss 0.3011):  49%|████▊     | 7794/16050 [1:26:24<1:16:49,  1.79it/s]
Training 2/3 epoch (loss 0.6667):  49%|████▊     | 7794/16050 [1:26:24<1:16:49,  1.79it/s]
Training 2/3 epoch (loss 0.6667):  49%|████▊     | 7795/16050 [1:26:24<1:15:25,  1.82it/s]
Training 2/3 epoch (loss 0.0292):  49%|████▊     | 7795/16050 [1:26:25<1:15:25,  1.82it/s]
Training 2/3 epoch (loss 0.0292):  49%|████▊     | 7796/16050 [1:26:25<1:16:57,  1.79it/s]
Training 2/3 epoch (loss 0.4945):  49%|████▊     | 7796/16050 [1:26:26<1:16:57,  1.79it/s]
Training 2/3 epoch (loss 0.4945):  49%|████▊     | 7797/16050 [1:26:26<1:15:40,  1.82it/s]
Training 2/3 epoch (loss 0.1871):  49%|████▊     | 7797/16050 [1:26:26<1:15:40,  1.82it/s]
Training 2/3 epoch (loss 0.1871):  49%|████▊     | 7798/16050 [1:26:26<1:12:03,  1.91it/s]
Training 2/3 epoch (loss 0.0910):  49%|████▊     | 7798/16050 [1:26:27<1:12:03,  1.91it/s]
Training 2/3 epoch (loss 0.0910):  49%|████▊     | 7799/16050 [1:26:27<1:12:20,  1.90it/s]
Training 2/3 epoch (loss 0.0627):  49%|████▊     | 7799/16050 [1:26:27<1:12:20,  1.90it/s]
Training 2/3 epoch (loss 0.0627):  49%|████▊     | 7800/16050 [1:26:27<1:08:40,  2.00it/s]
Training 2/3 epoch (loss 0.0224):  49%|████▊     | 7800/16050 [1:26:28<1:08:40,  2.00it/s]
Training 2/3 epoch (loss 0.0224):  49%|████▊     | 7801/16050 [1:26:28<1:07:50,  2.03it/s]
Training 2/3 epoch (loss 0.0499):  49%|████▊     | 7801/16050 [1:26:28<1:07:50,  2.03it/s]
Training 2/3 epoch (loss 0.0499):  49%|████▊     | 7802/16050 [1:26:28<1:16:41,  1.79it/s]
Training 2/3 epoch (loss 0.0158):  49%|████▊     | 7802/16050 [1:26:29<1:16:41,  1.79it/s]
Training 2/3 epoch (loss 0.0158):  49%|████▊     | 7803/16050 [1:26:29<1:14:00,  1.86it/s]
Training 2/3 epoch (loss 0.0012):  49%|████▊     | 7803/16050 [1:26:29<1:14:00,  1.86it/s]
Training 2/3 epoch (loss 0.0012):  49%|████▊     | 7804/16050 [1:26:29<1:17:14,  1.78it/s]
Training 2/3 epoch (loss 0.7815):  49%|████▊     | 7804/16050 [1:26:30<1:17:14,  1.78it/s]
Training 2/3 epoch (loss 0.7815):  49%|████▊     | 7805/16050 [1:26:30<1:15:52,  1.81it/s]
Training 2/3 epoch (loss 0.0018):  49%|████▊     | 7805/16050 [1:26:30<1:15:52,  1.81it/s]
Training 2/3 epoch (loss 0.0018):  49%|████▊     | 7806/16050 [1:26:30<1:11:26,  1.92it/s]
Training 2/3 epoch (loss 0.0340):  49%|████▊     | 7806/16050 [1:26:31<1:11:26,  1.92it/s]
Training 2/3 epoch (loss 0.0340):  49%|████▊     | 7807/16050 [1:26:31<1:06:51,  2.05it/s]
Training 2/3 epoch (loss 0.0098):  49%|████▊     | 7807/16050 [1:26:31<1:06:51,  2.05it/s]
Training 2/3 epoch (loss 0.0098):  49%|████▊     | 7808/16050 [1:26:31<1:11:59,  1.91it/s]
Training 2/3 epoch (loss 0.0038):  49%|████▊     | 7808/16050 [1:26:32<1:11:59,  1.91it/s]
Training 2/3 epoch (loss 0.0038):  49%|████▊     | 7809/16050 [1:26:32<1:12:51,  1.88it/s]
Training 2/3 epoch (loss 0.0349):  49%|████▊     | 7809/16050 [1:26:33<1:12:51,  1.88it/s]
Training 2/3 epoch (loss 0.0349):  49%|████▊     | 7810/16050 [1:26:33<1:19:23,  1.73it/s]
Training 2/3 epoch (loss 0.0632):  49%|████▊     | 7810/16050 [1:26:33<1:19:23,  1.73it/s]
Training 2/3 epoch (loss 0.0632):  49%|████▊     | 7811/16050 [1:26:33<1:25:58,  1.60it/s]
Training 2/3 epoch (loss 0.0009):  49%|████▊     | 7811/16050 [1:26:34<1:25:58,  1.60it/s]
Training 2/3 epoch (loss 0.0009):  49%|████▊     | 7812/16050 [1:26:34<1:43:18,  1.33it/s]
Training 2/3 epoch (loss 0.4546):  49%|████▊     | 7812/16050 [1:26:35<1:43:18,  1.33it/s]
Training 2/3 epoch (loss 0.4546):  49%|████▊     | 7813/16050 [1:26:35<1:32:09,  1.49it/s]
Training 2/3 epoch (loss 0.0023):  49%|████▊     | 7813/16050 [1:26:35<1:32:09,  1.49it/s]
Training 2/3 epoch (loss 0.0023):  49%|████▊     | 7814/16050 [1:26:35<1:23:59,  1.63it/s]
Training 2/3 epoch (loss 0.5292):  49%|████▊     | 7814/16050 [1:26:36<1:23:59,  1.63it/s]
Training 2/3 epoch (loss 0.5292):  49%|████▊     | 7815/16050 [1:26:36<1:24:12,  1.63it/s]
Training 2/3 epoch (loss 0.1402):  49%|████▊     | 7815/16050 [1:26:36<1:24:12,  1.63it/s]
Training 2/3 epoch (loss 0.1402):  49%|████▊     | 7816/16050 [1:26:36<1:21:29,  1.68it/s]
Training 2/3 epoch (loss 0.1939):  49%|████▊     | 7816/16050 [1:26:37<1:21:29,  1.68it/s]
Training 2/3 epoch (loss 0.1939):  49%|████▊     | 7817/16050 [1:26:37<1:12:56,  1.88it/s]
Training 2/3 epoch (loss 0.5480):  49%|████▊     | 7817/16050 [1:26:37<1:12:56,  1.88it/s]
Training 2/3 epoch (loss 0.5480):  49%|████▊     | 7818/16050 [1:26:37<1:16:39,  1.79it/s]
Training 2/3 epoch (loss 0.3174):  49%|████▊     | 7818/16050 [1:26:38<1:16:39,  1.79it/s]
Training 2/3 epoch (loss 0.3174):  49%|████▊     | 7819/16050 [1:26:38<1:21:46,  1.68it/s]
Training 2/3 epoch (loss 0.0008):  49%|████▊     | 7819/16050 [1:26:39<1:21:46,  1.68it/s]
Training 2/3 epoch (loss 0.0008):  49%|████▊     | 7820/16050 [1:26:39<1:13:48,  1.86it/s]
Training 2/3 epoch (loss 0.0076):  49%|████▊     | 7820/16050 [1:26:39<1:13:48,  1.86it/s]
Training 2/3 epoch (loss 0.0076):  49%|████▊     | 7821/16050 [1:26:39<1:10:59,  1.93it/s]
Training 2/3 epoch (loss 0.0021):  49%|████▊     | 7821/16050 [1:26:40<1:10:59,  1.93it/s]
Training 2/3 epoch (loss 0.0021):  49%|████▊     | 7822/16050 [1:26:40<1:11:58,  1.91it/s]
Training 2/3 epoch (loss 0.6176):  49%|████▊     | 7822/16050 [1:26:40<1:11:58,  1.91it/s]
Training 2/3 epoch (loss 0.6176):  49%|████▊     | 7823/16050 [1:26:40<1:09:50,  1.96it/s]
Training 2/3 epoch (loss 0.1923):  49%|████▊     | 7823/16050 [1:26:40<1:09:50,  1.96it/s]
Training 2/3 epoch (loss 0.1923):  49%|████▊     | 7824/16050 [1:26:40<1:04:29,  2.13it/s]
Training 2/3 epoch (loss 0.0190):  49%|████▊     | 7824/16050 [1:26:41<1:04:29,  2.13it/s]
Training 2/3 epoch (loss 0.0190):  49%|████▉     | 7825/16050 [1:26:41<1:09:14,  1.98it/s]
Training 2/3 epoch (loss 0.1017):  49%|████▉     | 7825/16050 [1:26:41<1:09:14,  1.98it/s]
Training 2/3 epoch (loss 0.1017):  49%|████▉     | 7826/16050 [1:26:41<1:08:11,  2.01it/s]
Training 2/3 epoch (loss 0.4270):  49%|████▉     | 7826/16050 [1:26:42<1:08:11,  2.01it/s]
Training 2/3 epoch (loss 0.4270):  49%|████▉     | 7827/16050 [1:26:42<1:04:06,  2.14it/s]
Training 2/3 epoch (loss 0.0005):  49%|████▉     | 7827/16050 [1:26:42<1:04:06,  2.14it/s]
Training 2/3 epoch (loss 0.0005):  49%|████▉     | 7828/16050 [1:26:42<1:01:08,  2.24it/s]
Training 2/3 epoch (loss 0.0698):  49%|████▉     | 7828/16050 [1:26:43<1:01:08,  2.24it/s]
Training 2/3 epoch (loss 0.0698):  49%|████▉     | 7829/16050 [1:26:43<1:03:23,  2.16it/s]
Training 2/3 epoch (loss 0.0179):  49%|████▉     | 7829/16050 [1:26:43<1:03:23,  2.16it/s]
Training 2/3 epoch (loss 0.0179):  49%|████▉     | 7830/16050 [1:26:43<1:03:17,  2.16it/s]
Training 2/3 epoch (loss 0.0005):  49%|████▉     | 7830/16050 [1:26:44<1:03:17,  2.16it/s]
Training 2/3 epoch (loss 0.0005):  49%|████▉     | 7831/16050 [1:26:44<1:00:30,  2.26it/s]
Training 2/3 epoch (loss 0.0002):  49%|████▉     | 7831/16050 [1:26:44<1:00:30,  2.26it/s]
Training 2/3 epoch (loss 0.0002):  49%|████▉     | 7832/16050 [1:26:44<59:27,  2.30it/s]  
Training 2/3 epoch (loss 0.5945):  49%|████▉     | 7832/16050 [1:26:44<59:27,  2.30it/s]
Training 2/3 epoch (loss 0.5945):  49%|████▉     | 7833/16050 [1:26:44<58:12,  2.35it/s]
Training 2/3 epoch (loss 0.1337):  49%|████▉     | 7833/16050 [1:26:45<58:12,  2.35it/s]
Training 2/3 epoch (loss 0.1337):  49%|████▉     | 7834/16050 [1:26:45<1:14:11,  1.85it/s]
Training 2/3 epoch (loss 0.4510):  49%|████▉     | 7834/16050 [1:26:46<1:14:11,  1.85it/s]
Training 2/3 epoch (loss 0.4510):  49%|████▉     | 7835/16050 [1:26:46<1:14:03,  1.85it/s]
Training 2/3 epoch (loss 0.3906):  49%|████▉     | 7835/16050 [1:26:46<1:14:03,  1.85it/s]
Training 2/3 epoch (loss 0.3906):  49%|████▉     | 7836/16050 [1:26:46<1:13:39,  1.86it/s]
Training 2/3 epoch (loss 0.3221):  49%|████▉     | 7836/16050 [1:26:47<1:13:39,  1.86it/s]
Training 2/3 epoch (loss 0.3221):  49%|████▉     | 7837/16050 [1:26:47<1:12:30,  1.89it/s]
Training 2/3 epoch (loss 0.0152):  49%|████▉     | 7837/16050 [1:26:47<1:12:30,  1.89it/s]
Training 2/3 epoch (loss 0.0152):  49%|████▉     | 7838/16050 [1:26:47<1:11:41,  1.91it/s]
Training 2/3 epoch (loss 0.0005):  49%|████▉     | 7838/16050 [1:26:48<1:11:41,  1.91it/s]
Training 2/3 epoch (loss 0.0005):  49%|████▉     | 7839/16050 [1:26:48<1:12:16,  1.89it/s]
Training 2/3 epoch (loss 0.0148):  49%|████▉     | 7839/16050 [1:26:49<1:12:16,  1.89it/s]
Training 2/3 epoch (loss 0.0148):  49%|████▉     | 7840/16050 [1:26:49<1:27:01,  1.57it/s]
Training 2/3 epoch (loss 0.0500):  49%|████▉     | 7840/16050 [1:26:49<1:27:01,  1.57it/s]
Training 2/3 epoch (loss 0.0500):  49%|████▉     | 7841/16050 [1:26:49<1:26:55,  1.57it/s]
Training 2/3 epoch (loss 0.2128):  49%|████▉     | 7841/16050 [1:26:50<1:26:55,  1.57it/s]
Training 2/3 epoch (loss 0.2128):  49%|████▉     | 7842/16050 [1:26:50<1:22:33,  1.66it/s]
Training 2/3 epoch (loss 0.0727):  49%|████▉     | 7842/16050 [1:26:51<1:22:33,  1.66it/s]
Training 2/3 epoch (loss 0.0727):  49%|████▉     | 7843/16050 [1:26:51<1:22:56,  1.65it/s]
Training 2/3 epoch (loss 0.3153):  49%|████▉     | 7843/16050 [1:26:53<1:22:56,  1.65it/s]
Training 2/3 epoch (loss 0.3153):  49%|████▉     | 7844/16050 [1:26:53<2:34:34,  1.13s/it]
Training 2/3 epoch (loss 0.0442):  49%|████▉     | 7844/16050 [1:26:53<2:34:34,  1.13s/it]
Training 2/3 epoch (loss 0.0442):  49%|████▉     | 7845/16050 [1:26:53<2:10:38,  1.05it/s]
Training 2/3 epoch (loss 0.0001):  49%|████▉     | 7845/16050 [1:26:54<2:10:38,  1.05it/s]
Training 2/3 epoch (loss 0.0001):  49%|████▉     | 7846/16050 [1:26:54<1:45:48,  1.29it/s]
Training 2/3 epoch (loss 0.4965):  49%|████▉     | 7846/16050 [1:26:54<1:45:48,  1.29it/s]
Training 2/3 epoch (loss 0.4965):  49%|████▉     | 7847/16050 [1:26:54<1:27:57,  1.55it/s]
Training 2/3 epoch (loss 0.1654):  49%|████▉     | 7847/16050 [1:26:55<1:27:57,  1.55it/s]
Training 2/3 epoch (loss 0.1654):  49%|████▉     | 7848/16050 [1:26:55<1:22:38,  1.65it/s]
Training 2/3 epoch (loss 0.5426):  49%|████▉     | 7848/16050 [1:26:55<1:22:38,  1.65it/s]
Training 2/3 epoch (loss 0.5426):  49%|████▉     | 7849/16050 [1:26:55<1:14:05,  1.84it/s]
Training 2/3 epoch (loss 0.0792):  49%|████▉     | 7849/16050 [1:26:56<1:14:05,  1.84it/s]
Training 2/3 epoch (loss 0.0792):  49%|████▉     | 7850/16050 [1:26:56<1:19:08,  1.73it/s]
Training 2/3 epoch (loss 0.0002):  49%|████▉     | 7850/16050 [1:26:56<1:19:08,  1.73it/s]
Training 2/3 epoch (loss 0.0002):  49%|████▉     | 7851/16050 [1:26:56<1:21:00,  1.69it/s]
Training 2/3 epoch (loss 0.0985):  49%|████▉     | 7851/16050 [1:26:57<1:21:00,  1.69it/s]
Training 2/3 epoch (loss 0.0985):  49%|████▉     | 7852/16050 [1:26:57<1:17:37,  1.76it/s]
Training 2/3 epoch (loss 0.0035):  49%|████▉     | 7852/16050 [1:26:57<1:17:37,  1.76it/s]
Training 2/3 epoch (loss 0.0035):  49%|████▉     | 7853/16050 [1:26:57<1:15:56,  1.80it/s]
Training 2/3 epoch (loss 0.0003):  49%|████▉     | 7853/16050 [1:26:58<1:15:56,  1.80it/s]
Training 2/3 epoch (loss 0.0003):  49%|████▉     | 7854/16050 [1:26:58<1:11:32,  1.91it/s]
Training 2/3 epoch (loss 0.2669):  49%|████▉     | 7854/16050 [1:26:58<1:11:32,  1.91it/s]
Training 2/3 epoch (loss 0.2669):  49%|████▉     | 7855/16050 [1:26:58<1:09:05,  1.98it/s]
Training 2/3 epoch (loss 0.0000):  49%|████▉     | 7855/16050 [1:26:59<1:09:05,  1.98it/s]
Training 2/3 epoch (loss 0.0000):  49%|████▉     | 7856/16050 [1:26:59<1:05:40,  2.08it/s]
Training 2/3 epoch (loss 0.0305):  49%|████▉     | 7856/16050 [1:26:59<1:05:40,  2.08it/s]
Training 2/3 epoch (loss 0.0305):  49%|████▉     | 7857/16050 [1:26:59<1:15:33,  1.81it/s]
Training 2/3 epoch (loss 0.2100):  49%|████▉     | 7857/16050 [1:27:00<1:15:33,  1.81it/s]
Training 2/3 epoch (loss 0.2100):  49%|████▉     | 7858/16050 [1:27:00<1:18:48,  1.73it/s]
Training 2/3 epoch (loss 0.0458):  49%|████▉     | 7858/16050 [1:27:01<1:18:48,  1.73it/s]
Training 2/3 epoch (loss 0.0458):  49%|████▉     | 7859/16050 [1:27:01<1:18:01,  1.75it/s]
Training 2/3 epoch (loss 0.0404):  49%|████▉     | 7859/16050 [1:27:01<1:18:01,  1.75it/s]
Training 2/3 epoch (loss 0.0404):  49%|████▉     | 7860/16050 [1:27:01<1:22:28,  1.66it/s]
Training 2/3 epoch (loss 0.4268):  49%|████▉     | 7860/16050 [1:27:02<1:22:28,  1.66it/s]
Training 2/3 epoch (loss 0.4268):  49%|████▉     | 7861/16050 [1:27:02<1:14:35,  1.83it/s]
Training 2/3 epoch (loss 0.0046):  49%|████▉     | 7861/16050 [1:27:02<1:14:35,  1.83it/s]
Training 2/3 epoch (loss 0.0046):  49%|████▉     | 7862/16050 [1:27:02<1:14:21,  1.84it/s]
Training 2/3 epoch (loss 0.0294):  49%|████▉     | 7862/16050 [1:27:03<1:14:21,  1.84it/s]
Training 2/3 epoch (loss 0.0294):  49%|████▉     | 7863/16050 [1:27:03<1:19:20,  1.72it/s]
Training 2/3 epoch (loss 0.3921):  49%|████▉     | 7863/16050 [1:27:03<1:19:20,  1.72it/s]
Training 2/3 epoch (loss 0.3921):  49%|████▉     | 7864/16050 [1:27:03<1:10:42,  1.93it/s]
Training 2/3 epoch (loss 0.0002):  49%|████▉     | 7864/16050 [1:27:04<1:10:42,  1.93it/s]
Training 2/3 epoch (loss 0.0002):  49%|████▉     | 7865/16050 [1:27:04<1:16:27,  1.78it/s]
Training 2/3 epoch (loss 0.2531):  49%|████▉     | 7865/16050 [1:27:06<1:16:27,  1.78it/s]
Training 2/3 epoch (loss 0.2531):  49%|████▉     | 7866/16050 [1:27:06<2:29:34,  1.10s/it]
Training 2/3 epoch (loss 0.0049):  49%|████▉     | 7866/16050 [1:27:07<2:29:34,  1.10s/it]
Training 2/3 epoch (loss 0.0049):  49%|████▉     | 7867/16050 [1:27:07<2:08:15,  1.06it/s]
Training 2/3 epoch (loss 0.2759):  49%|████▉     | 7867/16050 [1:27:07<2:08:15,  1.06it/s]
Training 2/3 epoch (loss 0.2759):  49%|████▉     | 7868/16050 [1:27:07<1:49:14,  1.25it/s]
Training 2/3 epoch (loss 0.0036):  49%|████▉     | 7868/16050 [1:27:08<1:49:14,  1.25it/s]
Training 2/3 epoch (loss 0.0036):  49%|████▉     | 7869/16050 [1:27:08<1:39:00,  1.38it/s]
Training 2/3 epoch (loss 0.0009):  49%|████▉     | 7869/16050 [1:27:09<1:39:00,  1.38it/s]
Training 2/3 epoch (loss 0.0009):  49%|████▉     | 7870/16050 [1:27:09<1:33:21,  1.46it/s]
Training 2/3 epoch (loss 0.0163):  49%|████▉     | 7870/16050 [1:27:09<1:33:21,  1.46it/s]
Training 2/3 epoch (loss 0.0163):  49%|████▉     | 7871/16050 [1:27:09<1:31:53,  1.48it/s]
Training 2/3 epoch (loss 0.3928):  49%|████▉     | 7871/16050 [1:27:10<1:31:53,  1.48it/s]
Training 2/3 epoch (loss 0.3928):  49%|████▉     | 7872/16050 [1:27:10<1:24:07,  1.62it/s]
Training 2/3 epoch (loss 0.0109):  49%|████▉     | 7872/16050 [1:27:11<1:24:07,  1.62it/s]
Training 2/3 epoch (loss 0.0109):  49%|████▉     | 7873/16050 [1:27:11<1:33:49,  1.45it/s]
Training 2/3 epoch (loss 0.5425):  49%|████▉     | 7873/16050 [1:27:11<1:33:49,  1.45it/s]
Training 2/3 epoch (loss 0.5425):  49%|████▉     | 7874/16050 [1:27:11<1:22:22,  1.65it/s]
Training 2/3 epoch (loss 0.0462):  49%|████▉     | 7874/16050 [1:27:11<1:22:22,  1.65it/s]
Training 2/3 epoch (loss 0.0462):  49%|████▉     | 7875/16050 [1:27:11<1:18:59,  1.72it/s]
Training 2/3 epoch (loss 0.0105):  49%|████▉     | 7875/16050 [1:27:12<1:18:59,  1.72it/s]
Training 2/3 epoch (loss 0.0105):  49%|████▉     | 7876/16050 [1:27:12<1:17:11,  1.77it/s]
Training 2/3 epoch (loss 0.1109):  49%|████▉     | 7876/16050 [1:27:13<1:17:11,  1.77it/s]
Training 2/3 epoch (loss 0.1109):  49%|████▉     | 7877/16050 [1:27:13<1:21:47,  1.67it/s]
Training 2/3 epoch (loss 0.1464):  49%|████▉     | 7877/16050 [1:27:13<1:21:47,  1.67it/s]
Training 2/3 epoch (loss 0.1464):  49%|████▉     | 7878/16050 [1:27:13<1:21:06,  1.68it/s]
Training 2/3 epoch (loss 0.3976):  49%|████▉     | 7878/16050 [1:27:16<1:21:06,  1.68it/s]
Training 2/3 epoch (loss 0.3976):  49%|████▉     | 7879/16050 [1:27:16<2:32:35,  1.12s/it]
Training 2/3 epoch (loss 0.0130):  49%|████▉     | 7879/16050 [1:27:16<2:32:35,  1.12s/it]
Training 2/3 epoch (loss 0.0130):  49%|████▉     | 7880/16050 [1:27:16<2:00:44,  1.13it/s]
Training 2/3 epoch (loss 0.2487):  49%|████▉     | 7880/16050 [1:27:16<2:00:44,  1.13it/s]
Training 2/3 epoch (loss 0.2487):  49%|████▉     | 7881/16050 [1:27:16<1:38:58,  1.38it/s]
Training 2/3 epoch (loss 0.3395):  49%|████▉     | 7881/16050 [1:27:17<1:38:58,  1.38it/s]
Training 2/3 epoch (loss 0.3395):  49%|████▉     | 7882/16050 [1:27:17<1:27:18,  1.56it/s]
Training 2/3 epoch (loss 0.3351):  49%|████▉     | 7882/16050 [1:27:17<1:27:18,  1.56it/s]
Training 2/3 epoch (loss 0.3351):  49%|████▉     | 7883/16050 [1:27:17<1:29:37,  1.52it/s]
Training 2/3 epoch (loss 0.0222):  49%|████▉     | 7883/16050 [1:27:18<1:29:37,  1.52it/s]
Training 2/3 epoch (loss 0.0222):  49%|████▉     | 7884/16050 [1:27:18<1:22:48,  1.64it/s]
Training 2/3 epoch (loss 0.2402):  49%|████▉     | 7884/16050 [1:27:18<1:22:48,  1.64it/s]
Training 2/3 epoch (loss 0.2402):  49%|████▉     | 7885/16050 [1:27:18<1:14:02,  1.84it/s]
Training 2/3 epoch (loss 0.9161):  49%|████▉     | 7885/16050 [1:27:19<1:14:02,  1.84it/s]
Training 2/3 epoch (loss 0.9161):  49%|████▉     | 7886/16050 [1:27:19<1:08:08,  2.00it/s]
Training 2/3 epoch (loss 0.0879):  49%|████▉     | 7886/16050 [1:27:19<1:08:08,  2.00it/s]
Training 2/3 epoch (loss 0.0879):  49%|████▉     | 7887/16050 [1:27:19<1:09:08,  1.97it/s]
Training 2/3 epoch (loss 0.0974):  49%|████▉     | 7887/16050 [1:27:20<1:09:08,  1.97it/s]
Training 2/3 epoch (loss 0.0974):  49%|████▉     | 7888/16050 [1:27:20<1:04:48,  2.10it/s]
Training 2/3 epoch (loss 0.2462):  49%|████▉     | 7888/16050 [1:27:22<1:04:48,  2.10it/s]
Training 2/3 epoch (loss 0.2462):  49%|████▉     | 7889/16050 [1:27:22<2:16:15,  1.00s/it]
Training 2/3 epoch (loss 0.2774):  49%|████▉     | 7889/16050 [1:27:24<2:16:15,  1.00s/it]
Training 2/3 epoch (loss 0.2774):  49%|████▉     | 7890/16050 [1:27:24<3:10:31,  1.40s/it]
Training 2/3 epoch (loss 0.1447):  49%|████▉     | 7890/16050 [1:27:25<3:10:31,  1.40s/it]
Training 2/3 epoch (loss 0.1447):  49%|████▉     | 7891/16050 [1:27:25<2:46:49,  1.23s/it]
Training 2/3 epoch (loss 0.2825):  49%|████▉     | 7891/16050 [1:27:25<2:46:49,  1.23s/it]
Training 2/3 epoch (loss 0.2825):  49%|████▉     | 7892/16050 [1:27:25<2:12:59,  1.02it/s]
Training 2/3 epoch (loss 0.1359):  49%|████▉     | 7892/16050 [1:27:26<2:12:59,  1.02it/s]
Training 2/3 epoch (loss 0.1359):  49%|████▉     | 7893/16050 [1:27:26<1:50:52,  1.23it/s]
Training 2/3 epoch (loss 0.0042):  49%|████▉     | 7893/16050 [1:27:26<1:50:52,  1.23it/s]
Training 2/3 epoch (loss 0.0042):  49%|████▉     | 7894/16050 [1:27:26<1:34:15,  1.44it/s]
Training 2/3 epoch (loss 0.1462):  49%|████▉     | 7894/16050 [1:27:27<1:34:15,  1.44it/s]
Training 2/3 epoch (loss 0.1462):  49%|████▉     | 7895/16050 [1:27:27<1:22:20,  1.65it/s]
Training 2/3 epoch (loss 0.0107):  49%|████▉     | 7895/16050 [1:27:27<1:22:20,  1.65it/s]
Training 2/3 epoch (loss 0.0107):  49%|████▉     | 7896/16050 [1:27:27<1:26:04,  1.58it/s]
Training 2/3 epoch (loss 0.2607):  49%|████▉     | 7896/16050 [1:27:28<1:26:04,  1.58it/s]
Training 2/3 epoch (loss 0.2607):  49%|████▉     | 7897/16050 [1:27:28<1:13:53,  1.84it/s]
Training 2/3 epoch (loss 0.0378):  49%|████▉     | 7897/16050 [1:27:28<1:13:53,  1.84it/s]
Training 2/3 epoch (loss 0.0378):  49%|████▉     | 7898/16050 [1:27:28<1:15:57,  1.79it/s]
Training 2/3 epoch (loss 0.0396):  49%|████▉     | 7898/16050 [1:27:29<1:15:57,  1.79it/s]
Training 2/3 epoch (loss 0.0396):  49%|████▉     | 7899/16050 [1:27:29<1:12:53,  1.86it/s]
Training 2/3 epoch (loss 0.0260):  49%|████▉     | 7899/16050 [1:27:29<1:12:53,  1.86it/s]
Training 2/3 epoch (loss 0.0260):  49%|████▉     | 7900/16050 [1:27:29<1:13:40,  1.84it/s]
Training 2/3 epoch (loss 0.0005):  49%|████▉     | 7900/16050 [1:27:30<1:13:40,  1.84it/s]
Training 2/3 epoch (loss 0.0005):  49%|████▉     | 7901/16050 [1:27:30<1:15:21,  1.80it/s]
Training 2/3 epoch (loss 0.0097):  49%|████▉     | 7901/16050 [1:27:30<1:15:21,  1.80it/s]
Training 2/3 epoch (loss 0.0097):  49%|████▉     | 7902/16050 [1:27:30<1:14:55,  1.81it/s]
Training 2/3 epoch (loss 0.3354):  49%|████▉     | 7902/16050 [1:27:31<1:14:55,  1.81it/s]
Training 2/3 epoch (loss 0.3354):  49%|████▉     | 7903/16050 [1:27:31<1:11:41,  1.89it/s]
Training 2/3 epoch (loss 0.0001):  49%|████▉     | 7903/16050 [1:27:31<1:11:41,  1.89it/s]
Training 2/3 epoch (loss 0.0001):  49%|████▉     | 7904/16050 [1:27:31<1:02:33,  2.17it/s]
Training 2/3 epoch (loss 0.0198):  49%|████▉     | 7904/16050 [1:27:32<1:02:33,  2.17it/s]
Training 2/3 epoch (loss 0.0198):  49%|████▉     | 7905/16050 [1:27:32<1:00:04,  2.26it/s]
Training 2/3 epoch (loss 0.0168):  49%|████▉     | 7905/16050 [1:27:33<1:00:04,  2.26it/s]
Training 2/3 epoch (loss 0.0168):  49%|████▉     | 7906/16050 [1:27:33<1:20:08,  1.69it/s]
Training 2/3 epoch (loss 0.0436):  49%|████▉     | 7906/16050 [1:27:33<1:20:08,  1.69it/s]
Training 2/3 epoch (loss 0.0436):  49%|████▉     | 7907/16050 [1:27:33<1:25:26,  1.59it/s]
Training 2/3 epoch (loss 0.0256):  49%|████▉     | 7907/16050 [1:27:34<1:25:26,  1.59it/s]
Training 2/3 epoch (loss 0.0256):  49%|████▉     | 7908/16050 [1:27:34<1:32:35,  1.47it/s]
Training 2/3 epoch (loss 0.0092):  49%|████▉     | 7908/16050 [1:27:35<1:32:35,  1.47it/s]
Training 2/3 epoch (loss 0.0092):  49%|████▉     | 7909/16050 [1:27:35<1:25:38,  1.58it/s]
Training 2/3 epoch (loss 0.4346):  49%|████▉     | 7909/16050 [1:27:35<1:25:38,  1.58it/s]
Training 2/3 epoch (loss 0.4346):  49%|████▉     | 7910/16050 [1:27:35<1:16:54,  1.76it/s]
Training 2/3 epoch (loss 0.5149):  49%|████▉     | 7910/16050 [1:27:35<1:16:54,  1.76it/s]
Training 2/3 epoch (loss 0.5149):  49%|████▉     | 7911/16050 [1:27:35<1:05:48,  2.06it/s]
Training 2/3 epoch (loss 0.2234):  49%|████▉     | 7911/16050 [1:27:36<1:05:48,  2.06it/s]
Training 2/3 epoch (loss 0.2234):  49%|████▉     | 7912/16050 [1:27:36<1:05:11,  2.08it/s]
Training 2/3 epoch (loss 0.4489):  49%|████▉     | 7912/16050 [1:27:36<1:05:11,  2.08it/s]
Training 2/3 epoch (loss 0.4489):  49%|████▉     | 7913/16050 [1:27:36<1:09:22,  1.95it/s]
Training 2/3 epoch (loss 0.2560):  49%|████▉     | 7913/16050 [1:27:37<1:09:22,  1.95it/s]
Training 2/3 epoch (loss 0.2560):  49%|████▉     | 7914/16050 [1:27:37<1:02:39,  2.16it/s]
Training 2/3 epoch (loss 0.3480):  49%|████▉     | 7914/16050 [1:27:38<1:02:39,  2.16it/s]
Training 2/3 epoch (loss 0.3480):  49%|████▉     | 7915/16050 [1:27:38<1:18:27,  1.73it/s]
Training 2/3 epoch (loss 0.4513):  49%|████▉     | 7915/16050 [1:27:38<1:18:27,  1.73it/s]
Training 2/3 epoch (loss 0.4513):  49%|████▉     | 7916/16050 [1:27:38<1:21:27,  1.66it/s]
Training 2/3 epoch (loss 0.0004):  49%|████▉     | 7916/16050 [1:27:39<1:21:27,  1.66it/s]
Training 2/3 epoch (loss 0.0004):  49%|████▉     | 7917/16050 [1:27:39<1:13:33,  1.84it/s]
Training 2/3 epoch (loss 0.0008):  49%|████▉     | 7917/16050 [1:27:39<1:13:33,  1.84it/s]
Training 2/3 epoch (loss 0.0008):  49%|████▉     | 7918/16050 [1:27:39<1:16:44,  1.77it/s]
Training 2/3 epoch (loss 0.0585):  49%|████▉     | 7918/16050 [1:27:40<1:16:44,  1.77it/s]
Training 2/3 epoch (loss 0.0585):  49%|████▉     | 7919/16050 [1:27:40<1:12:33,  1.87it/s]
Training 2/3 epoch (loss 0.0458):  49%|████▉     | 7919/16050 [1:27:40<1:12:33,  1.87it/s]
Training 2/3 epoch (loss 0.0458):  49%|████▉     | 7920/16050 [1:27:40<1:14:48,  1.81it/s]
Training 2/3 epoch (loss 0.0190):  49%|████▉     | 7920/16050 [1:27:41<1:14:48,  1.81it/s]
Training 2/3 epoch (loss 0.0190):  49%|████▉     | 7921/16050 [1:27:41<1:09:30,  1.95it/s]
Training 2/3 epoch (loss 0.0255):  49%|████▉     | 7921/16050 [1:27:41<1:09:30,  1.95it/s]
Training 2/3 epoch (loss 0.0255):  49%|████▉     | 7922/16050 [1:27:41<1:12:23,  1.87it/s]
Training 2/3 epoch (loss 0.0009):  49%|████▉     | 7922/16050 [1:27:42<1:12:23,  1.87it/s]
Training 2/3 epoch (loss 0.0009):  49%|████▉     | 7923/16050 [1:27:42<1:13:03,  1.85it/s]
Training 2/3 epoch (loss 0.3083):  49%|████▉     | 7923/16050 [1:27:42<1:13:03,  1.85it/s]
Training 2/3 epoch (loss 0.3083):  49%|████▉     | 7924/16050 [1:27:42<1:05:15,  2.08it/s]
Training 2/3 epoch (loss 0.0032):  49%|████▉     | 7924/16050 [1:27:43<1:05:15,  2.08it/s]
Training 2/3 epoch (loss 0.0032):  49%|████▉     | 7925/16050 [1:27:43<1:10:46,  1.91it/s]
Training 2/3 epoch (loss 0.5960):  49%|████▉     | 7925/16050 [1:27:43<1:10:46,  1.91it/s]
Training 2/3 epoch (loss 0.5960):  49%|████▉     | 7926/16050 [1:27:43<1:15:59,  1.78it/s]
Training 2/3 epoch (loss 0.2918):  49%|████▉     | 7926/16050 [1:27:44<1:15:59,  1.78it/s]
Training 2/3 epoch (loss 0.2918):  49%|████▉     | 7927/16050 [1:27:44<1:18:07,  1.73it/s]
Training 2/3 epoch (loss 0.1877):  49%|████▉     | 7927/16050 [1:27:45<1:18:07,  1.73it/s]
Training 2/3 epoch (loss 0.1877):  49%|████▉     | 7928/16050 [1:27:45<1:18:52,  1.72it/s]
Training 2/3 epoch (loss 0.0102):  49%|████▉     | 7928/16050 [1:27:46<1:18:52,  1.72it/s]
Training 2/3 epoch (loss 0.0102):  49%|████▉     | 7929/16050 [1:27:46<1:30:21,  1.50it/s]
Training 2/3 epoch (loss 0.3387):  49%|████▉     | 7929/16050 [1:27:46<1:30:21,  1.50it/s]
Training 2/3 epoch (loss 0.3387):  49%|████▉     | 7930/16050 [1:27:46<1:15:32,  1.79it/s]
Training 2/3 epoch (loss 0.0063):  49%|████▉     | 7930/16050 [1:27:47<1:15:32,  1.79it/s]
Training 2/3 epoch (loss 0.0063):  49%|████▉     | 7931/16050 [1:27:47<1:35:57,  1.41it/s]
Training 2/3 epoch (loss 0.0001):  49%|████▉     | 7931/16050 [1:27:47<1:35:57,  1.41it/s]
Training 2/3 epoch (loss 0.0001):  49%|████▉     | 7932/16050 [1:27:47<1:20:25,  1.68it/s]
Training 2/3 epoch (loss 0.0004):  49%|████▉     | 7932/16050 [1:27:48<1:20:25,  1.68it/s]
Training 2/3 epoch (loss 0.0004):  49%|████▉     | 7933/16050 [1:27:48<1:15:13,  1.80it/s]
Training 2/3 epoch (loss 0.0527):  49%|████▉     | 7933/16050 [1:27:48<1:15:13,  1.80it/s]
Training 2/3 epoch (loss 0.0527):  49%|████▉     | 7934/16050 [1:27:48<1:09:14,  1.95it/s]
Training 2/3 epoch (loss 0.0379):  49%|████▉     | 7934/16050 [1:27:49<1:09:14,  1.95it/s]
Training 2/3 epoch (loss 0.0379):  49%|████▉     | 7935/16050 [1:27:49<1:09:39,  1.94it/s]
Training 2/3 epoch (loss 0.2126):  49%|████▉     | 7935/16050 [1:27:51<1:09:39,  1.94it/s]
Training 2/3 epoch (loss 0.2126):  49%|████▉     | 7936/16050 [1:27:51<2:19:23,  1.03s/it]
Training 2/3 epoch (loss 0.0009):  49%|████▉     | 7936/16050 [1:27:52<2:19:23,  1.03s/it]
Training 2/3 epoch (loss 0.0009):  49%|████▉     | 7937/16050 [1:27:52<2:03:30,  1.09it/s]
Training 2/3 epoch (loss 0.0025):  49%|████▉     | 7937/16050 [1:27:52<2:03:30,  1.09it/s]
Training 2/3 epoch (loss 0.0025):  49%|████▉     | 7938/16050 [1:27:52<1:43:13,  1.31it/s]
Training 2/3 epoch (loss 0.0207):  49%|████▉     | 7938/16050 [1:27:52<1:43:13,  1.31it/s]
Training 2/3 epoch (loss 0.0207):  49%|████▉     | 7939/16050 [1:27:52<1:28:46,  1.52it/s]
Training 2/3 epoch (loss 0.2196):  49%|████▉     | 7939/16050 [1:27:55<1:28:46,  1.52it/s]
Training 2/3 epoch (loss 0.2196):  49%|████▉     | 7940/16050 [1:27:55<2:36:46,  1.16s/it]
Training 2/3 epoch (loss 0.0017):  49%|████▉     | 7940/16050 [1:27:55<2:36:46,  1.16s/it]
Training 2/3 epoch (loss 0.0017):  49%|████▉     | 7941/16050 [1:27:55<2:09:45,  1.04it/s]
Training 2/3 epoch (loss 0.0167):  49%|████▉     | 7941/16050 [1:27:56<2:09:45,  1.04it/s]
Training 2/3 epoch (loss 0.0167):  49%|████▉     | 7942/16050 [1:27:56<1:50:35,  1.22it/s]
Training 2/3 epoch (loss 0.0034):  49%|████▉     | 7942/16050 [1:27:56<1:50:35,  1.22it/s]
Training 2/3 epoch (loss 0.0034):  49%|████▉     | 7943/16050 [1:27:56<1:38:05,  1.38it/s]
Training 2/3 epoch (loss 0.3041):  49%|████▉     | 7943/16050 [1:27:57<1:38:05,  1.38it/s]
Training 2/3 epoch (loss 0.3041):  49%|████▉     | 7944/16050 [1:27:57<1:27:07,  1.55it/s]
Training 2/3 epoch (loss 0.0577):  49%|████▉     | 7944/16050 [1:27:57<1:27:07,  1.55it/s]
Training 2/3 epoch (loss 0.0577):  50%|████▉     | 7945/16050 [1:27:57<1:22:58,  1.63it/s]
Training 2/3 epoch (loss 0.5298):  50%|████▉     | 7945/16050 [1:27:58<1:22:58,  1.63it/s]
Training 2/3 epoch (loss 0.5298):  50%|████▉     | 7946/16050 [1:27:58<1:14:56,  1.80it/s]
Training 2/3 epoch (loss 0.0650):  50%|████▉     | 7946/16050 [1:27:58<1:14:56,  1.80it/s]
Training 2/3 epoch (loss 0.0650):  50%|████▉     | 7947/16050 [1:27:58<1:20:45,  1.67it/s]
Training 2/3 epoch (loss 0.0108):  50%|████▉     | 7947/16050 [1:27:59<1:20:45,  1.67it/s]
Training 2/3 epoch (loss 0.0108):  50%|████▉     | 7948/16050 [1:27:59<1:19:04,  1.71it/s]
Training 2/3 epoch (loss 0.0012):  50%|████▉     | 7948/16050 [1:27:59<1:19:04,  1.71it/s]
Training 2/3 epoch (loss 0.0012):  50%|████▉     | 7949/16050 [1:27:59<1:13:46,  1.83it/s]
Training 2/3 epoch (loss 0.0006):  50%|████▉     | 7949/16050 [1:28:00<1:13:46,  1.83it/s]
Training 2/3 epoch (loss 0.0006):  50%|████▉     | 7950/16050 [1:28:00<1:18:38,  1.72it/s]
Training 2/3 epoch (loss 0.0429):  50%|████▉     | 7950/16050 [1:28:01<1:18:38,  1.72it/s]
Training 2/3 epoch (loss 0.0429):  50%|████▉     | 7951/16050 [1:28:01<1:20:26,  1.68it/s]
Training 2/3 epoch (loss 0.0243):  50%|████▉     | 7951/16050 [1:28:01<1:20:26,  1.68it/s]
Training 2/3 epoch (loss 0.0243):  50%|████▉     | 7952/16050 [1:28:01<1:18:46,  1.71it/s]
Training 2/3 epoch (loss 0.1831):  50%|████▉     | 7952/16050 [1:28:02<1:18:46,  1.71it/s]
Training 2/3 epoch (loss 0.1831):  50%|████▉     | 7953/16050 [1:28:02<1:19:37,  1.69it/s]
Training 2/3 epoch (loss 0.0589):  50%|████▉     | 7953/16050 [1:28:02<1:19:37,  1.69it/s]
Training 2/3 epoch (loss 0.0589):  50%|████▉     | 7954/16050 [1:28:02<1:17:50,  1.73it/s]
Training 2/3 epoch (loss 0.1686):  50%|████▉     | 7954/16050 [1:28:03<1:17:50,  1.73it/s]
Training 2/3 epoch (loss 0.1686):  50%|████▉     | 7955/16050 [1:28:03<1:08:37,  1.97it/s]
Training 2/3 epoch (loss 0.0630):  50%|████▉     | 7955/16050 [1:28:03<1:08:37,  1.97it/s]
Training 2/3 epoch (loss 0.0630):  50%|████▉     | 7956/16050 [1:28:03<1:20:28,  1.68it/s]
Training 2/3 epoch (loss 0.0282):  50%|████▉     | 7956/16050 [1:28:04<1:20:28,  1.68it/s]
Training 2/3 epoch (loss 0.0282):  50%|████▉     | 7957/16050 [1:28:04<1:15:55,  1.78it/s]
Training 2/3 epoch (loss 0.2211):  50%|████▉     | 7957/16050 [1:28:04<1:15:55,  1.78it/s]
Training 2/3 epoch (loss 0.2211):  50%|████▉     | 7958/16050 [1:28:04<1:09:43,  1.93it/s]
Training 2/3 epoch (loss 0.0092):  50%|████▉     | 7958/16050 [1:28:05<1:09:43,  1.93it/s]
Training 2/3 epoch (loss 0.0092):  50%|████▉     | 7959/16050 [1:28:05<1:09:23,  1.94it/s]
Training 2/3 epoch (loss 0.0001):  50%|████▉     | 7959/16050 [1:28:05<1:09:23,  1.94it/s]
Training 2/3 epoch (loss 0.0001):  50%|████▉     | 7960/16050 [1:28:05<1:02:02,  2.17it/s]
Training 2/3 epoch (loss 0.2449):  50%|████▉     | 7960/16050 [1:28:08<1:02:02,  2.17it/s]
Training 2/3 epoch (loss 0.2449):  50%|████▉     | 7961/16050 [1:28:08<2:18:17,  1.03s/it]
Training 2/3 epoch (loss 0.0019):  50%|████▉     | 7961/16050 [1:28:08<2:18:17,  1.03s/it]
Training 2/3 epoch (loss 0.0019):  50%|████▉     | 7962/16050 [1:28:08<1:58:09,  1.14it/s]
Training 2/3 epoch (loss 0.0222):  50%|████▉     | 7962/16050 [1:28:09<1:58:09,  1.14it/s]
Training 2/3 epoch (loss 0.0222):  50%|████▉     | 7963/16050 [1:28:09<1:51:27,  1.21it/s]
Training 2/3 epoch (loss 0.0014):  50%|████▉     | 7963/16050 [1:28:09<1:51:27,  1.21it/s]
Training 2/3 epoch (loss 0.0014):  50%|████▉     | 7964/16050 [1:28:09<1:43:31,  1.30it/s]
Training 2/3 epoch (loss 0.2539):  50%|████▉     | 7964/16050 [1:28:10<1:43:31,  1.30it/s]
Training 2/3 epoch (loss 0.2539):  50%|████▉     | 7965/16050 [1:28:10<1:31:54,  1.47it/s]
Training 2/3 epoch (loss 0.3717):  50%|████▉     | 7965/16050 [1:28:10<1:31:54,  1.47it/s]
Training 2/3 epoch (loss 0.3717):  50%|████▉     | 7966/16050 [1:28:10<1:23:04,  1.62it/s]
Training 2/3 epoch (loss 0.0002):  50%|████▉     | 7966/16050 [1:28:11<1:23:04,  1.62it/s]
Training 2/3 epoch (loss 0.0002):  50%|████▉     | 7967/16050 [1:28:11<1:14:46,  1.80it/s]
Training 2/3 epoch (loss 0.4165):  50%|████▉     | 7967/16050 [1:28:11<1:14:46,  1.80it/s]
Training 2/3 epoch (loss 0.4165):  50%|████▉     | 7968/16050 [1:28:11<1:12:00,  1.87it/s]
Training 2/3 epoch (loss 0.0002):  50%|████▉     | 7968/16050 [1:28:12<1:12:00,  1.87it/s]
Training 2/3 epoch (loss 0.0002):  50%|████▉     | 7969/16050 [1:28:12<1:08:12,  1.97it/s]
Training 2/3 epoch (loss 0.0686):  50%|████▉     | 7969/16050 [1:28:12<1:08:12,  1.97it/s]
Training 2/3 epoch (loss 0.0686):  50%|████▉     | 7970/16050 [1:28:12<1:09:51,  1.93it/s]
Training 2/3 epoch (loss 0.0000):  50%|████▉     | 7970/16050 [1:28:13<1:09:51,  1.93it/s]
Training 2/3 epoch (loss 0.0000):  50%|████▉     | 7971/16050 [1:28:13<1:12:48,  1.85it/s]
Training 2/3 epoch (loss 0.0205):  50%|████▉     | 7971/16050 [1:28:13<1:12:48,  1.85it/s]
Training 2/3 epoch (loss 0.0205):  50%|████▉     | 7972/16050 [1:28:13<1:12:16,  1.86it/s]
Training 2/3 epoch (loss 0.0029):  50%|████▉     | 7972/16050 [1:28:14<1:12:16,  1.86it/s]
Training 2/3 epoch (loss 0.0029):  50%|████▉     | 7973/16050 [1:28:14<1:07:34,  1.99it/s]
Training 2/3 epoch (loss 0.0126):  50%|████▉     | 7973/16050 [1:28:15<1:07:34,  1.99it/s]
Training 2/3 epoch (loss 0.0126):  50%|████▉     | 7974/16050 [1:28:15<1:20:21,  1.67it/s]
Training 2/3 epoch (loss 0.0012):  50%|████▉     | 7974/16050 [1:28:15<1:20:21,  1.67it/s]
Training 2/3 epoch (loss 0.0012):  50%|████▉     | 7975/16050 [1:28:15<1:19:36,  1.69it/s]
Training 2/3 epoch (loss 0.4415):  50%|████▉     | 7975/16050 [1:28:16<1:19:36,  1.69it/s]
Training 2/3 epoch (loss 0.4415):  50%|████▉     | 7976/16050 [1:28:16<1:10:43,  1.90it/s]
Training 2/3 epoch (loss 0.0457):  50%|████▉     | 7976/16050 [1:28:16<1:10:43,  1.90it/s]
Training 2/3 epoch (loss 0.0457):  50%|████▉     | 7977/16050 [1:28:16<1:04:01,  2.10it/s]
Training 2/3 epoch (loss 0.0033):  50%|████▉     | 7977/16050 [1:28:16<1:04:01,  2.10it/s]
Training 2/3 epoch (loss 0.0033):  50%|████▉     | 7978/16050 [1:28:16<1:09:22,  1.94it/s]
Training 2/3 epoch (loss 0.1949):  50%|████▉     | 7978/16050 [1:28:17<1:09:22,  1.94it/s]
Training 2/3 epoch (loss 0.1949):  50%|████▉     | 7979/16050 [1:28:17<1:03:04,  2.13it/s]
Training 2/3 epoch (loss 0.0002):  50%|████▉     | 7979/16050 [1:28:17<1:03:04,  2.13it/s]
Training 2/3 epoch (loss 0.0002):  50%|████▉     | 7980/16050 [1:28:17<1:06:08,  2.03it/s]
Training 2/3 epoch (loss 0.0489):  50%|████▉     | 7980/16050 [1:28:18<1:06:08,  2.03it/s]
Training 2/3 epoch (loss 0.0489):  50%|████▉     | 7981/16050 [1:28:18<1:11:47,  1.87it/s]
Training 2/3 epoch (loss 0.0061):  50%|████▉     | 7981/16050 [1:28:19<1:11:47,  1.87it/s]
Training 2/3 epoch (loss 0.0061):  50%|████▉     | 7982/16050 [1:28:19<1:15:20,  1.78it/s]
Training 2/3 epoch (loss 0.0126):  50%|████▉     | 7982/16050 [1:28:19<1:15:20,  1.78it/s]
Training 2/3 epoch (loss 0.0126):  50%|████▉     | 7983/16050 [1:28:19<1:11:04,  1.89it/s]
Training 2/3 epoch (loss 0.0585):  50%|████▉     | 7983/16050 [1:28:20<1:11:04,  1.89it/s]
Training 2/3 epoch (loss 0.0585):  50%|████▉     | 7984/16050 [1:28:20<1:16:44,  1.75it/s]
Training 2/3 epoch (loss 0.0220):  50%|████▉     | 7984/16050 [1:28:20<1:16:44,  1.75it/s]
Training 2/3 epoch (loss 0.0220):  50%|████▉     | 7985/16050 [1:28:20<1:13:50,  1.82it/s]
Training 2/3 epoch (loss 0.1693):  50%|████▉     | 7985/16050 [1:28:21<1:13:50,  1.82it/s]
Training 2/3 epoch (loss 0.1693):  50%|████▉     | 7986/16050 [1:28:21<1:20:57,  1.66it/s]
Training 2/3 epoch (loss 0.0278):  50%|████▉     | 7986/16050 [1:28:22<1:20:57,  1.66it/s]
Training 2/3 epoch (loss 0.0278):  50%|████▉     | 7987/16050 [1:28:22<1:17:48,  1.73it/s]
Training 2/3 epoch (loss 0.0099):  50%|████▉     | 7987/16050 [1:28:22<1:17:48,  1.73it/s]
Training 2/3 epoch (loss 0.0099):  50%|████▉     | 7988/16050 [1:28:22<1:12:06,  1.86it/s]
Training 2/3 epoch (loss 0.0334):  50%|████▉     | 7988/16050 [1:28:23<1:12:06,  1.86it/s]
Training 2/3 epoch (loss 0.0334):  50%|████▉     | 7989/16050 [1:28:23<1:14:40,  1.80it/s]
Training 2/3 epoch (loss 0.0549):  50%|████▉     | 7989/16050 [1:28:23<1:14:40,  1.80it/s]
Training 2/3 epoch (loss 0.0549):  50%|████▉     | 7990/16050 [1:28:23<1:16:11,  1.76it/s]
Training 2/3 epoch (loss 0.0035):  50%|████▉     | 7990/16050 [1:28:24<1:16:11,  1.76it/s]
Training 2/3 epoch (loss 0.0035):  50%|████▉     | 7991/16050 [1:28:24<1:17:57,  1.72it/s]
Training 2/3 epoch (loss 0.0149):  50%|████▉     | 7991/16050 [1:28:24<1:17:57,  1.72it/s]
Training 2/3 epoch (loss 0.0149):  50%|████▉     | 7992/16050 [1:28:24<1:12:35,  1.85it/s]
Training 2/3 epoch (loss 0.0005):  50%|████▉     | 7992/16050 [1:28:25<1:12:35,  1.85it/s]
Training 2/3 epoch (loss 0.0005):  50%|████▉     | 7993/16050 [1:28:25<1:06:30,  2.02it/s]
Training 2/3 epoch (loss 0.0001):  50%|████▉     | 7993/16050 [1:28:25<1:06:30,  2.02it/s]
Training 2/3 epoch (loss 0.0001):  50%|████▉     | 7994/16050 [1:28:25<1:02:58,  2.13it/s]
Training 2/3 epoch (loss 0.0756):  50%|████▉     | 7994/16050 [1:28:25<1:02:58,  2.13it/s]
Training 2/3 epoch (loss 0.0756):  50%|████▉     | 7995/16050 [1:28:25<1:00:52,  2.21it/s]
Training 2/3 epoch (loss 0.0103):  50%|████▉     | 7995/16050 [1:28:26<1:00:52,  2.21it/s]
Training 2/3 epoch (loss 0.0103):  50%|████▉     | 7996/16050 [1:28:26<1:03:08,  2.13it/s]
Training 2/3 epoch (loss 0.0015):  50%|████▉     | 7996/16050 [1:28:26<1:03:08,  2.13it/s]
Training 2/3 epoch (loss 0.0015):  50%|████▉     | 7997/16050 [1:28:26<1:05:40,  2.04it/s]
Training 2/3 epoch (loss 0.0716):  50%|████▉     | 7997/16050 [1:28:27<1:05:40,  2.04it/s]
Training 2/3 epoch (loss 0.0716):  50%|████▉     | 7998/16050 [1:28:27<1:18:14,  1.72it/s]
Training 2/3 epoch (loss 0.0070):  50%|████▉     | 7998/16050 [1:28:28<1:18:14,  1.72it/s]
Training 2/3 epoch (loss 0.0070):  50%|████▉     | 7999/16050 [1:28:28<1:26:41,  1.55it/s]
Training 2/3 epoch (loss 0.0025):  50%|████▉     | 7999/16050 [1:28:28<1:26:41,  1.55it/s]
Training 2/3 epoch (loss 0.0025):  50%|████▉     | 8000/16050 [1:28:28<1:16:39,  1.75it/s]
Training 2/3 epoch (loss 0.2395):  50%|████▉     | 8000/16050 [1:28:29<1:16:39,  1.75it/s]
Training 2/3 epoch (loss 0.2395):  50%|████▉     | 8001/16050 [1:28:29<1:09:48,  1.92it/s]
Training 2/3 epoch (loss 0.3926):  50%|████▉     | 8001/16050 [1:28:31<1:09:48,  1.92it/s]
Training 2/3 epoch (loss 0.3926):  50%|████▉     | 8002/16050 [1:28:31<2:18:16,  1.03s/it]
Training 2/3 epoch (loss 0.6150):  50%|████▉     | 8002/16050 [1:28:32<2:18:16,  1.03s/it]
Training 2/3 epoch (loss 0.6150):  50%|████▉     | 8003/16050 [1:28:32<1:53:29,  1.18it/s]
Training 2/3 epoch (loss 0.0340):  50%|████▉     | 8003/16050 [1:28:32<1:53:29,  1.18it/s]
Training 2/3 epoch (loss 0.0340):  50%|████▉     | 8004/16050 [1:28:32<1:48:25,  1.24it/s]
Training 2/3 epoch (loss 0.0003):  50%|████▉     | 8004/16050 [1:28:33<1:48:25,  1.24it/s]
Training 2/3 epoch (loss 0.0003):  50%|████▉     | 8005/16050 [1:28:33<1:32:11,  1.45it/s]
Training 2/3 epoch (loss 0.5772):  50%|████▉     | 8005/16050 [1:28:33<1:32:11,  1.45it/s]
Training 2/3 epoch (loss 0.5772):  50%|████▉     | 8006/16050 [1:28:33<1:21:21,  1.65it/s]
Training 2/3 epoch (loss 0.0042):  50%|████▉     | 8006/16050 [1:28:34<1:21:21,  1.65it/s]
Training 2/3 epoch (loss 0.0042):  50%|████▉     | 8007/16050 [1:28:34<1:18:33,  1.71it/s]
Training 2/3 epoch (loss 0.0093):  50%|████▉     | 8007/16050 [1:28:34<1:18:33,  1.71it/s]
Training 2/3 epoch (loss 0.0093):  50%|████▉     | 8008/16050 [1:28:34<1:20:59,  1.65it/s]
Training 2/3 epoch (loss 0.0286):  50%|████▉     | 8008/16050 [1:28:35<1:20:59,  1.65it/s]
Training 2/3 epoch (loss 0.0286):  50%|████▉     | 8009/16050 [1:28:35<1:15:31,  1.77it/s]
Training 2/3 epoch (loss 0.4581):  50%|████▉     | 8009/16050 [1:28:35<1:15:31,  1.77it/s]
Training 2/3 epoch (loss 0.4581):  50%|████▉     | 8010/16050 [1:28:35<1:10:42,  1.90it/s]
Training 2/3 epoch (loss 0.0755):  50%|████▉     | 8010/16050 [1:28:36<1:10:42,  1.90it/s]
Training 2/3 epoch (loss 0.0755):  50%|████▉     | 8011/16050 [1:28:36<1:14:21,  1.80it/s]
Training 2/3 epoch (loss 0.0333):  50%|████▉     | 8011/16050 [1:28:36<1:14:21,  1.80it/s]
Training 2/3 epoch (loss 0.0333):  50%|████▉     | 8012/16050 [1:28:36<1:19:07,  1.69it/s]
Training 2/3 epoch (loss 0.0011):  50%|████▉     | 8012/16050 [1:28:37<1:19:07,  1.69it/s]
Training 2/3 epoch (loss 0.0011):  50%|████▉     | 8013/16050 [1:28:37<1:20:48,  1.66it/s]
Training 2/3 epoch (loss 0.0097):  50%|████▉     | 8013/16050 [1:28:38<1:20:48,  1.66it/s]
Training 2/3 epoch (loss 0.0097):  50%|████▉     | 8014/16050 [1:28:38<1:22:51,  1.62it/s]
Training 2/3 epoch (loss 0.2314):  50%|████▉     | 8014/16050 [1:28:38<1:22:51,  1.62it/s]
Training 2/3 epoch (loss 0.2314):  50%|████▉     | 8015/16050 [1:28:38<1:19:20,  1.69it/s]
Training 2/3 epoch (loss 0.4721):  50%|████▉     | 8015/16050 [1:28:39<1:19:20,  1.69it/s]
Training 2/3 epoch (loss 0.4721):  50%|████▉     | 8016/16050 [1:28:39<1:13:40,  1.82it/s]
Training 2/3 epoch (loss 0.0573):  50%|████▉     | 8016/16050 [1:28:39<1:13:40,  1.82it/s]
Training 2/3 epoch (loss 0.0573):  50%|████▉     | 8017/16050 [1:28:39<1:08:36,  1.95it/s]
Training 2/3 epoch (loss 0.0863):  50%|████▉     | 8017/16050 [1:28:40<1:08:36,  1.95it/s]
Training 2/3 epoch (loss 0.0863):  50%|████▉     | 8018/16050 [1:28:40<1:08:30,  1.95it/s]
Training 2/3 epoch (loss 0.4998):  50%|████▉     | 8018/16050 [1:28:40<1:08:30,  1.95it/s]
Training 2/3 epoch (loss 0.4998):  50%|████▉     | 8019/16050 [1:28:40<1:12:04,  1.86it/s]
Training 2/3 epoch (loss 0.0072):  50%|████▉     | 8019/16050 [1:28:41<1:12:04,  1.86it/s]
Training 2/3 epoch (loss 0.0072):  50%|████▉     | 8020/16050 [1:28:41<1:19:41,  1.68it/s]
Training 2/3 epoch (loss 0.0001):  50%|████▉     | 8020/16050 [1:28:41<1:19:41,  1.68it/s]
Training 2/3 epoch (loss 0.0001):  50%|████▉     | 8021/16050 [1:28:41<1:14:35,  1.79it/s]
Training 2/3 epoch (loss 0.0330):  50%|████▉     | 8021/16050 [1:28:42<1:14:35,  1.79it/s]
Training 2/3 epoch (loss 0.0330):  50%|████▉     | 8022/16050 [1:28:42<1:17:29,  1.73it/s]
Training 2/3 epoch (loss 0.4516):  50%|████▉     | 8022/16050 [1:28:43<1:17:29,  1.73it/s]
Training 2/3 epoch (loss 0.4516):  50%|████▉     | 8023/16050 [1:28:43<1:27:03,  1.54it/s]
Training 2/3 epoch (loss 0.0162):  50%|████▉     | 8023/16050 [1:28:43<1:27:03,  1.54it/s]
Training 2/3 epoch (loss 0.0162):  50%|████▉     | 8024/16050 [1:28:43<1:19:35,  1.68it/s]
Training 2/3 epoch (loss 0.0152):  50%|████▉     | 8024/16050 [1:28:44<1:19:35,  1.68it/s]
Training 2/3 epoch (loss 0.0152):  50%|█████     | 8025/16050 [1:28:44<1:15:57,  1.76it/s]
Training 2/3 epoch (loss 0.0800):  50%|█████     | 8025/16050 [1:28:44<1:15:57,  1.76it/s]
Training 2/3 epoch (loss 0.0800):  50%|█████     | 8026/16050 [1:28:44<1:15:04,  1.78it/s]
Training 2/3 epoch (loss 0.3393):  50%|█████     | 8026/16050 [1:28:45<1:15:04,  1.78it/s]
Training 2/3 epoch (loss 0.3393):  50%|█████     | 8027/16050 [1:28:45<1:07:30,  1.98it/s]
Training 2/3 epoch (loss 0.0073):  50%|█████     | 8027/16050 [1:28:45<1:07:30,  1.98it/s]
Training 2/3 epoch (loss 0.0073):  50%|█████     | 8028/16050 [1:28:45<1:08:34,  1.95it/s]
Training 2/3 epoch (loss 0.0412):  50%|█████     | 8028/16050 [1:28:46<1:08:34,  1.95it/s]
Training 2/3 epoch (loss 0.0412):  50%|█████     | 8029/16050 [1:28:46<1:07:58,  1.97it/s]
Training 2/3 epoch (loss 0.5375):  50%|█████     | 8029/16050 [1:28:46<1:07:58,  1.97it/s]
Training 2/3 epoch (loss 0.5375):  50%|█████     | 8030/16050 [1:28:46<1:12:32,  1.84it/s]
Training 2/3 epoch (loss 0.4207):  50%|█████     | 8030/16050 [1:28:47<1:12:32,  1.84it/s]
Training 2/3 epoch (loss 0.4207):  50%|█████     | 8031/16050 [1:28:47<1:06:48,  2.00it/s]
Training 2/3 epoch (loss 0.0042):  50%|█████     | 8031/16050 [1:28:48<1:06:48,  2.00it/s]
Training 2/3 epoch (loss 0.0042):  50%|█████     | 8032/16050 [1:28:48<1:19:24,  1.68it/s]
Training 2/3 epoch (loss 0.0612):  50%|█████     | 8032/16050 [1:28:48<1:19:24,  1.68it/s]
Training 2/3 epoch (loss 0.0612):  50%|█████     | 8033/16050 [1:28:48<1:20:05,  1.67it/s]
Training 2/3 epoch (loss 0.0422):  50%|█████     | 8033/16050 [1:28:49<1:20:05,  1.67it/s]
Training 2/3 epoch (loss 0.0422):  50%|█████     | 8034/16050 [1:28:49<1:20:55,  1.65it/s]
Training 2/3 epoch (loss 0.0035):  50%|█████     | 8034/16050 [1:28:49<1:20:55,  1.65it/s]
Training 2/3 epoch (loss 0.0035):  50%|█████     | 8035/16050 [1:28:49<1:16:45,  1.74it/s]
Training 2/3 epoch (loss 0.0294):  50%|█████     | 8035/16050 [1:28:50<1:16:45,  1.74it/s]
Training 2/3 epoch (loss 0.0294):  50%|█████     | 8036/16050 [1:28:50<1:15:12,  1.78it/s]
Training 2/3 epoch (loss 0.0852):  50%|█████     | 8036/16050 [1:28:51<1:15:12,  1.78it/s]
Training 2/3 epoch (loss 0.0852):  50%|█████     | 8037/16050 [1:28:51<1:18:26,  1.70it/s]
Training 2/3 epoch (loss 0.2400):  50%|█████     | 8037/16050 [1:28:51<1:18:26,  1.70it/s]
Training 2/3 epoch (loss 0.2400):  50%|█████     | 8038/16050 [1:28:51<1:21:00,  1.65it/s]
Training 2/3 epoch (loss 0.0566):  50%|█████     | 8038/16050 [1:28:52<1:21:00,  1.65it/s]
Training 2/3 epoch (loss 0.0566):  50%|█████     | 8039/16050 [1:28:52<1:21:46,  1.63it/s]
Training 2/3 epoch (loss 0.0694):  50%|█████     | 8039/16050 [1:28:52<1:21:46,  1.63it/s]
Training 2/3 epoch (loss 0.0694):  50%|█████     | 8040/16050 [1:28:52<1:19:05,  1.69it/s]
Training 2/3 epoch (loss 0.2870):  50%|█████     | 8040/16050 [1:28:53<1:19:05,  1.69it/s]
Training 2/3 epoch (loss 0.2870):  50%|█████     | 8041/16050 [1:28:53<1:11:14,  1.87it/s]
Training 2/3 epoch (loss 0.2546):  50%|█████     | 8041/16050 [1:28:53<1:11:14,  1.87it/s]
Training 2/3 epoch (loss 0.2546):  50%|█████     | 8042/16050 [1:28:53<1:05:58,  2.02it/s]
Training 2/3 epoch (loss 0.0019):  50%|█████     | 8042/16050 [1:28:54<1:05:58,  2.02it/s]
Training 2/3 epoch (loss 0.0019):  50%|█████     | 8043/16050 [1:28:54<1:14:31,  1.79it/s]
Training 2/3 epoch (loss 0.0132):  50%|█████     | 8043/16050 [1:28:55<1:14:31,  1.79it/s]
Training 2/3 epoch (loss 0.0132):  50%|█████     | 8044/16050 [1:28:55<1:23:33,  1.60it/s]
Training 2/3 epoch (loss 0.0667):  50%|█████     | 8044/16050 [1:28:55<1:23:33,  1.60it/s]
Training 2/3 epoch (loss 0.0667):  50%|█████     | 8045/16050 [1:28:55<1:22:44,  1.61it/s]
Training 2/3 epoch (loss 0.1635):  50%|█████     | 8045/16050 [1:28:56<1:22:44,  1.61it/s]
Training 2/3 epoch (loss 0.1635):  50%|█████     | 8046/16050 [1:28:56<1:19:28,  1.68it/s]
Training 2/3 epoch (loss 0.0755):  50%|█████     | 8046/16050 [1:28:56<1:19:28,  1.68it/s]
Training 2/3 epoch (loss 0.0755):  50%|█████     | 8047/16050 [1:28:56<1:13:24,  1.82it/s]
Training 2/3 epoch (loss 0.3266):  50%|█████     | 8047/16050 [1:28:57<1:13:24,  1.82it/s]
Training 2/3 epoch (loss 0.3266):  50%|█████     | 8048/16050 [1:28:57<1:23:57,  1.59it/s]
Training 2/3 epoch (loss 0.5600):  50%|█████     | 8048/16050 [1:28:58<1:23:57,  1.59it/s]
Training 2/3 epoch (loss 0.5600):  50%|█████     | 8049/16050 [1:28:58<1:23:10,  1.60it/s]
Training 2/3 epoch (loss 0.0064):  50%|█████     | 8049/16050 [1:28:58<1:23:10,  1.60it/s]
Training 2/3 epoch (loss 0.0064):  50%|█████     | 8050/16050 [1:28:58<1:19:18,  1.68it/s]
Training 2/3 epoch (loss 0.6189):  50%|█████     | 8050/16050 [1:28:59<1:19:18,  1.68it/s]
Training 2/3 epoch (loss 0.6189):  50%|█████     | 8051/16050 [1:28:59<1:14:06,  1.80it/s]
Training 2/3 epoch (loss 0.0189):  50%|█████     | 8051/16050 [1:28:59<1:14:06,  1.80it/s]
Training 2/3 epoch (loss 0.0189):  50%|█████     | 8052/16050 [1:28:59<1:15:24,  1.77it/s]
Training 2/3 epoch (loss 0.0210):  50%|█████     | 8052/16050 [1:29:00<1:15:24,  1.77it/s]
Training 2/3 epoch (loss 0.0210):  50%|█████     | 8053/16050 [1:29:00<1:11:31,  1.86it/s]
Training 2/3 epoch (loss 0.2521):  50%|█████     | 8053/16050 [1:29:00<1:11:31,  1.86it/s]
Training 2/3 epoch (loss 0.2521):  50%|█████     | 8054/16050 [1:29:00<1:06:39,  2.00it/s]
Training 2/3 epoch (loss 0.0746):  50%|█████     | 8054/16050 [1:29:01<1:06:39,  2.00it/s]
Training 2/3 epoch (loss 0.0746):  50%|█████     | 8055/16050 [1:29:01<1:15:28,  1.77it/s]
Training 2/3 epoch (loss 0.0423):  50%|█████     | 8055/16050 [1:29:01<1:15:28,  1.77it/s]
Training 2/3 epoch (loss 0.0423):  50%|█████     | 8056/16050 [1:29:01<1:09:55,  1.91it/s]
Training 2/3 epoch (loss 1.0738):  50%|█████     | 8056/16050 [1:29:02<1:09:55,  1.91it/s]
Training 2/3 epoch (loss 1.0738):  50%|█████     | 8057/16050 [1:29:02<1:01:17,  2.17it/s]
Training 2/3 epoch (loss 0.0008):  50%|█████     | 8057/16050 [1:29:02<1:01:17,  2.17it/s]
Training 2/3 epoch (loss 0.0008):  50%|█████     | 8058/16050 [1:29:02<59:37,  2.23it/s]  
Training 2/3 epoch (loss 0.0012):  50%|█████     | 8058/16050 [1:29:03<59:37,  2.23it/s]
Training 2/3 epoch (loss 0.0012):  50%|█████     | 8059/16050 [1:29:03<1:07:47,  1.96it/s]
Training 2/3 epoch (loss 0.2705):  50%|█████     | 8059/16050 [1:29:03<1:07:47,  1.96it/s]
Training 2/3 epoch (loss 0.2705):  50%|█████     | 8060/16050 [1:29:03<1:01:48,  2.15it/s]
Training 2/3 epoch (loss 0.0138):  50%|█████     | 8060/16050 [1:29:04<1:01:48,  2.15it/s]
Training 2/3 epoch (loss 0.0138):  50%|█████     | 8061/16050 [1:29:04<1:06:17,  2.01it/s]
Training 2/3 epoch (loss 0.0246):  50%|█████     | 8061/16050 [1:29:04<1:06:17,  2.01it/s]
Training 2/3 epoch (loss 0.0246):  50%|█████     | 8062/16050 [1:29:04<1:07:59,  1.96it/s]
Training 2/3 epoch (loss 0.0202):  50%|█████     | 8062/16050 [1:29:05<1:07:59,  1.96it/s]
Training 2/3 epoch (loss 0.0202):  50%|█████     | 8063/16050 [1:29:05<1:06:51,  1.99it/s]
Training 2/3 epoch (loss 0.4081):  50%|█████     | 8063/16050 [1:29:05<1:06:51,  1.99it/s]
Training 2/3 epoch (loss 0.4081):  50%|█████     | 8064/16050 [1:29:05<1:11:36,  1.86it/s]
Training 2/3 epoch (loss 0.0052):  50%|█████     | 8064/16050 [1:29:06<1:11:36,  1.86it/s]
Training 2/3 epoch (loss 0.0052):  50%|█████     | 8065/16050 [1:29:06<1:15:01,  1.77it/s]
Training 2/3 epoch (loss 0.0068):  50%|█████     | 8065/16050 [1:29:06<1:15:01,  1.77it/s]
Training 2/3 epoch (loss 0.0068):  50%|█████     | 8066/16050 [1:29:06<1:09:01,  1.93it/s]
Training 2/3 epoch (loss 0.0115):  50%|█████     | 8066/16050 [1:29:07<1:09:01,  1.93it/s]
Training 2/3 epoch (loss 0.0115):  50%|█████     | 8067/16050 [1:29:07<1:04:21,  2.07it/s]
Training 2/3 epoch (loss 0.0059):  50%|█████     | 8067/16050 [1:29:07<1:04:21,  2.07it/s]
Training 2/3 epoch (loss 0.0059):  50%|█████     | 8068/16050 [1:29:07<1:05:07,  2.04it/s]
Training 2/3 epoch (loss 0.0002):  50%|█████     | 8068/16050 [1:29:08<1:05:07,  2.04it/s]
Training 2/3 epoch (loss 0.0002):  50%|█████     | 8069/16050 [1:29:08<1:10:23,  1.89it/s]
Training 2/3 epoch (loss 0.2273):  50%|█████     | 8069/16050 [1:29:10<1:10:23,  1.89it/s]
Training 2/3 epoch (loss 0.2273):  50%|█████     | 8070/16050 [1:29:10<2:17:51,  1.04s/it]
Training 2/3 epoch (loss 0.0619):  50%|█████     | 8070/16050 [1:29:11<2:17:51,  1.04s/it]
Training 2/3 epoch (loss 0.0619):  50%|█████     | 8071/16050 [1:29:11<2:03:11,  1.08it/s]
Training 2/3 epoch (loss 0.0212):  50%|█████     | 8071/16050 [1:29:11<2:03:11,  1.08it/s]
Training 2/3 epoch (loss 0.0212):  50%|█████     | 8072/16050 [1:29:11<1:43:56,  1.28it/s]
Training 2/3 epoch (loss 0.0055):  50%|█████     | 8072/16050 [1:29:12<1:43:56,  1.28it/s]
Training 2/3 epoch (loss 0.0055):  50%|█████     | 8073/16050 [1:29:12<1:29:01,  1.49it/s]
Training 2/3 epoch (loss 0.0011):  50%|█████     | 8073/16050 [1:29:12<1:29:01,  1.49it/s]
Training 2/3 epoch (loss 0.0011):  50%|█████     | 8074/16050 [1:29:12<1:24:07,  1.58it/s]
Training 2/3 epoch (loss 0.0086):  50%|█████     | 8074/16050 [1:29:13<1:24:07,  1.58it/s]
Training 2/3 epoch (loss 0.0086):  50%|█████     | 8075/16050 [1:29:13<1:18:42,  1.69it/s]
Training 2/3 epoch (loss 0.5195):  50%|█████     | 8075/16050 [1:29:13<1:18:42,  1.69it/s]
Training 2/3 epoch (loss 0.5195):  50%|█████     | 8076/16050 [1:29:13<1:15:51,  1.75it/s]
Training 2/3 epoch (loss 0.0018):  50%|█████     | 8076/16050 [1:29:13<1:15:51,  1.75it/s]
Training 2/3 epoch (loss 0.0018):  50%|█████     | 8077/16050 [1:29:13<1:07:17,  1.97it/s]
Training 2/3 epoch (loss 0.8446):  50%|█████     | 8077/16050 [1:29:14<1:07:17,  1.97it/s]
Training 2/3 epoch (loss 0.8446):  50%|█████     | 8078/16050 [1:29:14<1:03:30,  2.09it/s]
Training 2/3 epoch (loss 0.0689):  50%|█████     | 8078/16050 [1:29:14<1:03:30,  2.09it/s]
Training 2/3 epoch (loss 0.0689):  50%|█████     | 8079/16050 [1:29:14<1:04:22,  2.06it/s]
Training 2/3 epoch (loss 0.2957):  50%|█████     | 8079/16050 [1:29:15<1:04:22,  2.06it/s]
Training 2/3 epoch (loss 0.2957):  50%|█████     | 8080/16050 [1:29:15<1:03:28,  2.09it/s]
Training 2/3 epoch (loss 0.9828):  50%|█████     | 8080/16050 [1:29:15<1:03:28,  2.09it/s]
Training 2/3 epoch (loss 0.9828):  50%|█████     | 8081/16050 [1:29:15<56:57,  2.33it/s]  
Training 2/3 epoch (loss 0.1984):  50%|█████     | 8081/16050 [1:29:16<56:57,  2.33it/s]
Training 2/3 epoch (loss 0.1984):  50%|█████     | 8082/16050 [1:29:16<58:09,  2.28it/s]
Training 2/3 epoch (loss 0.4429):  50%|█████     | 8082/16050 [1:29:18<58:09,  2.28it/s]
Training 2/3 epoch (loss 0.4429):  50%|█████     | 8083/16050 [1:29:18<2:14:24,  1.01s/it]
Training 2/3 epoch (loss 0.0010):  50%|█████     | 8083/16050 [1:29:18<2:14:24,  1.01s/it]
Training 2/3 epoch (loss 0.0010):  50%|█████     | 8084/16050 [1:29:18<1:50:34,  1.20it/s]
Training 2/3 epoch (loss 0.0010):  50%|█████     | 8084/16050 [1:29:19<1:50:34,  1.20it/s]
Training 2/3 epoch (loss 0.0010):  50%|█████     | 8085/16050 [1:29:19<1:33:41,  1.42it/s]
Training 2/3 epoch (loss 0.6527):  50%|█████     | 8085/16050 [1:29:19<1:33:41,  1.42it/s]
Training 2/3 epoch (loss 0.6527):  50%|█████     | 8086/16050 [1:29:19<1:23:35,  1.59it/s]
Training 2/3 epoch (loss 0.0054):  50%|█████     | 8086/16050 [1:29:20<1:23:35,  1.59it/s]
Training 2/3 epoch (loss 0.0054):  50%|█████     | 8087/16050 [1:29:20<1:17:11,  1.72it/s]
Training 2/3 epoch (loss 0.1103):  50%|█████     | 8087/16050 [1:29:21<1:17:11,  1.72it/s]
Training 2/3 epoch (loss 0.1103):  50%|█████     | 8088/16050 [1:29:21<1:34:41,  1.40it/s]
Training 2/3 epoch (loss 0.0046):  50%|█████     | 8088/16050 [1:29:21<1:34:41,  1.40it/s]
Training 2/3 epoch (loss 0.0046):  50%|█████     | 8089/16050 [1:29:21<1:29:18,  1.49it/s]
Training 2/3 epoch (loss 0.3637):  50%|█████     | 8089/16050 [1:29:22<1:29:18,  1.49it/s]
Training 2/3 epoch (loss 0.3637):  50%|█████     | 8090/16050 [1:29:22<1:20:35,  1.65it/s]
Training 2/3 epoch (loss 0.1979):  50%|█████     | 8090/16050 [1:29:24<1:20:35,  1.65it/s]
Training 2/3 epoch (loss 0.1979):  50%|█████     | 8091/16050 [1:29:24<2:25:18,  1.10s/it]
Training 2/3 epoch (loss 0.2954):  50%|█████     | 8091/16050 [1:29:25<2:25:18,  1.10s/it]
Training 2/3 epoch (loss 0.2954):  50%|█████     | 8092/16050 [1:29:25<2:13:48,  1.01s/it]
Training 2/3 epoch (loss 0.2580):  50%|█████     | 8092/16050 [1:29:27<2:13:48,  1.01s/it]
Training 2/3 epoch (loss 0.2580):  50%|█████     | 8093/16050 [1:29:27<3:06:13,  1.40s/it]
Training 2/3 epoch (loss 0.1610):  50%|█████     | 8093/16050 [1:29:28<3:06:13,  1.40s/it]
Training 2/3 epoch (loss 0.1610):  50%|█████     | 8094/16050 [1:29:28<2:27:40,  1.11s/it]
Training 2/3 epoch (loss 0.0035):  50%|█████     | 8094/16050 [1:29:28<2:27:40,  1.11s/it]
Training 2/3 epoch (loss 0.0035):  50%|█████     | 8095/16050 [1:29:28<2:01:57,  1.09it/s]
Training 2/3 epoch (loss 0.0283):  50%|█████     | 8095/16050 [1:29:29<2:01:57,  1.09it/s]
Training 2/3 epoch (loss 0.0283):  50%|█████     | 8096/16050 [1:29:29<1:50:12,  1.20it/s]
Training 2/3 epoch (loss 0.0272):  50%|█████     | 8096/16050 [1:29:29<1:50:12,  1.20it/s]
Training 2/3 epoch (loss 0.0272):  50%|█████     | 8097/16050 [1:29:29<1:35:26,  1.39it/s]
Training 2/3 epoch (loss 0.0529):  50%|█████     | 8097/16050 [1:29:30<1:35:26,  1.39it/s]
Training 2/3 epoch (loss 0.0529):  50%|█████     | 8098/16050 [1:29:30<1:31:45,  1.44it/s]
Training 2/3 epoch (loss 0.1869):  50%|█████     | 8098/16050 [1:29:32<1:31:45,  1.44it/s]
Training 2/3 epoch (loss 0.1869):  50%|█████     | 8099/16050 [1:29:32<2:33:06,  1.16s/it]
Training 2/3 epoch (loss 0.0644):  50%|█████     | 8099/16050 [1:29:33<2:33:06,  1.16s/it]
Training 2/3 epoch (loss 0.0644):  50%|█████     | 8100/16050 [1:29:33<2:14:26,  1.01s/it]
Training 2/3 epoch (loss 0.3953):  50%|█████     | 8100/16050 [1:29:33<2:14:26,  1.01s/it]
Training 2/3 epoch (loss 0.3953):  50%|█████     | 8101/16050 [1:29:33<1:53:30,  1.17it/s]
Training 2/3 epoch (loss 0.4924):  50%|█████     | 8101/16050 [1:29:35<1:53:30,  1.17it/s]
Training 2/3 epoch (loss 0.4924):  50%|█████     | 8102/16050 [1:29:35<2:47:56,  1.27s/it]
Training 2/3 epoch (loss 1.3741):  50%|█████     | 8102/16050 [1:29:36<2:47:56,  1.27s/it]
Training 2/3 epoch (loss 1.3741):  50%|█████     | 8103/16050 [1:29:36<2:11:28,  1.01it/s]
Training 2/3 epoch (loss 0.0292):  50%|█████     | 8103/16050 [1:29:36<2:11:28,  1.01it/s]
Training 2/3 epoch (loss 0.0292):  50%|█████     | 8104/16050 [1:29:36<1:54:17,  1.16it/s]
Training 2/3 epoch (loss 0.0032):  50%|█████     | 8104/16050 [1:29:37<1:54:17,  1.16it/s]
Training 2/3 epoch (loss 0.0032):  50%|█████     | 8105/16050 [1:29:37<1:37:47,  1.35it/s]
Training 2/3 epoch (loss 0.0318):  50%|█████     | 8105/16050 [1:29:38<1:37:47,  1.35it/s]
Training 2/3 epoch (loss 0.0318):  51%|█████     | 8106/16050 [1:29:38<1:40:30,  1.32it/s]
Training 2/3 epoch (loss 0.0050):  51%|█████     | 8106/16050 [1:29:38<1:40:30,  1.32it/s]
Training 2/3 epoch (loss 0.0050):  51%|█████     | 8107/16050 [1:29:38<1:36:02,  1.38it/s]
Training 2/3 epoch (loss 0.0001):  51%|█████     | 8107/16050 [1:29:39<1:36:02,  1.38it/s]
Training 2/3 epoch (loss 0.0001):  51%|█████     | 8108/16050 [1:29:39<1:25:47,  1.54it/s]
Training 2/3 epoch (loss 0.1072):  51%|█████     | 8108/16050 [1:29:39<1:25:47,  1.54it/s]
Training 2/3 epoch (loss 0.1072):  51%|█████     | 8109/16050 [1:29:39<1:18:34,  1.68it/s]
Training 2/3 epoch (loss 0.0015):  51%|█████     | 8109/16050 [1:29:40<1:18:34,  1.68it/s]
Training 2/3 epoch (loss 0.0015):  51%|█████     | 8110/16050 [1:29:40<1:09:47,  1.90it/s]
Training 2/3 epoch (loss 0.0111):  51%|█████     | 8110/16050 [1:29:40<1:09:47,  1.90it/s]
Training 2/3 epoch (loss 0.0111):  51%|█████     | 8111/16050 [1:29:40<1:09:47,  1.90it/s]
Training 2/3 epoch (loss 0.4694):  51%|█████     | 8111/16050 [1:29:42<1:09:47,  1.90it/s]
Training 2/3 epoch (loss 0.4694):  51%|█████     | 8112/16050 [1:29:42<2:22:13,  1.07s/it]
Training 2/3 epoch (loss 0.0015):  51%|█████     | 8112/16050 [1:29:43<2:22:13,  1.07s/it]
Training 2/3 epoch (loss 0.0015):  51%|█████     | 8113/16050 [1:29:43<1:57:36,  1.12it/s]
Training 2/3 epoch (loss 0.0002):  51%|█████     | 8113/16050 [1:29:43<1:57:36,  1.12it/s]
Training 2/3 epoch (loss 0.0002):  51%|█████     | 8114/16050 [1:29:43<1:44:32,  1.27it/s]
Training 2/3 epoch (loss 0.1091):  51%|█████     | 8114/16050 [1:29:44<1:44:32,  1.27it/s]
Training 2/3 epoch (loss 0.1091):  51%|█████     | 8115/16050 [1:29:44<1:31:33,  1.44it/s]
Training 2/3 epoch (loss 0.3621):  51%|█████     | 8115/16050 [1:29:44<1:31:33,  1.44it/s]
Training 2/3 epoch (loss 0.3621):  51%|█████     | 8116/16050 [1:29:44<1:17:50,  1.70it/s]
Training 2/3 epoch (loss 0.0025):  51%|█████     | 8116/16050 [1:29:45<1:17:50,  1.70it/s]
Training 2/3 epoch (loss 0.0025):  51%|█████     | 8117/16050 [1:29:45<1:12:13,  1.83it/s]
Training 2/3 epoch (loss 0.3514):  51%|█████     | 8117/16050 [1:29:45<1:12:13,  1.83it/s]
Training 2/3 epoch (loss 0.3514):  51%|█████     | 8118/16050 [1:29:45<1:11:13,  1.86it/s]
Training 2/3 epoch (loss 0.0177):  51%|█████     | 8118/16050 [1:29:46<1:11:13,  1.86it/s]
Training 2/3 epoch (loss 0.0177):  51%|█████     | 8119/16050 [1:29:46<1:06:08,  2.00it/s]
Training 2/3 epoch (loss 0.0093):  51%|█████     | 8119/16050 [1:29:46<1:06:08,  2.00it/s]
Training 2/3 epoch (loss 0.0093):  51%|█████     | 8120/16050 [1:29:46<1:07:12,  1.97it/s]
Training 2/3 epoch (loss 0.3925):  51%|█████     | 8120/16050 [1:29:48<1:07:12,  1.97it/s]
Training 2/3 epoch (loss 0.3925):  51%|█████     | 8121/16050 [1:29:48<2:19:12,  1.05s/it]
Training 2/3 epoch (loss 0.0028):  51%|█████     | 8121/16050 [1:29:49<2:19:12,  1.05s/it]
Training 2/3 epoch (loss 0.0028):  51%|█████     | 8122/16050 [1:29:49<2:02:48,  1.08it/s]
Training 2/3 epoch (loss 0.0027):  51%|█████     | 8122/16050 [1:29:50<2:02:48,  1.08it/s]
Training 2/3 epoch (loss 0.0027):  51%|█████     | 8123/16050 [1:29:50<1:52:48,  1.17it/s]
Training 2/3 epoch (loss 0.0178):  51%|█████     | 8123/16050 [1:29:50<1:52:48,  1.17it/s]
Training 2/3 epoch (loss 0.0178):  51%|█████     | 8124/16050 [1:29:50<1:40:26,  1.32it/s]
Training 2/3 epoch (loss 0.1485):  51%|█████     | 8124/16050 [1:29:51<1:40:26,  1.32it/s]
Training 2/3 epoch (loss 0.1485):  51%|█████     | 8125/16050 [1:29:51<1:31:46,  1.44it/s]
Training 2/3 epoch (loss 0.5355):  51%|█████     | 8125/16050 [1:29:51<1:31:46,  1.44it/s]
Training 2/3 epoch (loss 0.5355):  51%|█████     | 8126/16050 [1:29:51<1:19:38,  1.66it/s]
Training 2/3 epoch (loss 0.0092):  51%|█████     | 8126/16050 [1:29:52<1:19:38,  1.66it/s]
Training 2/3 epoch (loss 0.0092):  51%|█████     | 8127/16050 [1:29:52<1:13:40,  1.79it/s]
Training 2/3 epoch (loss 0.0064):  51%|█████     | 8127/16050 [1:29:52<1:13:40,  1.79it/s]
Training 2/3 epoch (loss 0.0064):  51%|█████     | 8128/16050 [1:29:52<1:15:47,  1.74it/s]
Training 2/3 epoch (loss 0.0042):  51%|█████     | 8128/16050 [1:29:53<1:15:47,  1.74it/s]
Training 2/3 epoch (loss 0.0042):  51%|█████     | 8129/16050 [1:29:53<1:13:56,  1.79it/s]
Training 2/3 epoch (loss 0.0008):  51%|█████     | 8129/16050 [1:29:53<1:13:56,  1.79it/s]
Training 2/3 epoch (loss 0.0008):  51%|█████     | 8130/16050 [1:29:53<1:12:13,  1.83it/s]
Training 2/3 epoch (loss 0.3981):  51%|█████     | 8130/16050 [1:29:54<1:12:13,  1.83it/s]
Training 2/3 epoch (loss 0.3981):  51%|█████     | 8131/16050 [1:29:54<1:11:29,  1.85it/s]
Training 2/3 epoch (loss 0.1168):  51%|█████     | 8131/16050 [1:29:54<1:11:29,  1.85it/s]
Training 2/3 epoch (loss 0.1168):  51%|█████     | 8132/16050 [1:29:54<1:08:25,  1.93it/s]
Training 2/3 epoch (loss 0.1033):  51%|█████     | 8132/16050 [1:29:55<1:08:25,  1.93it/s]
Training 2/3 epoch (loss 0.1033):  51%|█████     | 8133/16050 [1:29:55<1:11:55,  1.83it/s]
Training 2/3 epoch (loss 0.0666):  51%|█████     | 8133/16050 [1:29:55<1:11:55,  1.83it/s]
Training 2/3 epoch (loss 0.0666):  51%|█████     | 8134/16050 [1:29:55<1:06:41,  1.98it/s]
Training 2/3 epoch (loss 0.1239):  51%|█████     | 8134/16050 [1:29:56<1:06:41,  1.98it/s]
Training 2/3 epoch (loss 0.1239):  51%|█████     | 8135/16050 [1:29:56<1:03:16,  2.08it/s]
Training 2/3 epoch (loss 0.0205):  51%|█████     | 8135/16050 [1:29:56<1:03:16,  2.08it/s]
Training 2/3 epoch (loss 0.0205):  51%|█████     | 8136/16050 [1:29:56<1:09:18,  1.90it/s]
Training 2/3 epoch (loss 0.0650):  51%|█████     | 8136/16050 [1:29:57<1:09:18,  1.90it/s]
Training 2/3 epoch (loss 0.0650):  51%|█████     | 8137/16050 [1:29:57<1:04:52,  2.03it/s]
Training 2/3 epoch (loss 0.0024):  51%|█████     | 8137/16050 [1:29:57<1:04:52,  2.03it/s]
Training 2/3 epoch (loss 0.0024):  51%|█████     | 8138/16050 [1:29:57<1:09:47,  1.89it/s]
Training 2/3 epoch (loss 0.0395):  51%|█████     | 8138/16050 [1:29:58<1:09:47,  1.89it/s]
Training 2/3 epoch (loss 0.0395):  51%|█████     | 8139/16050 [1:29:58<1:21:14,  1.62it/s]
Training 2/3 epoch (loss 0.0316):  51%|█████     | 8139/16050 [1:29:59<1:21:14,  1.62it/s]
Training 2/3 epoch (loss 0.0316):  51%|█████     | 8140/16050 [1:29:59<1:16:13,  1.73it/s]
Training 2/3 epoch (loss 0.0056):  51%|█████     | 8140/16050 [1:29:59<1:16:13,  1.73it/s]
Training 2/3 epoch (loss 0.0056):  51%|█████     | 8141/16050 [1:29:59<1:14:36,  1.77it/s]
Training 2/3 epoch (loss 0.0008):  51%|█████     | 8141/16050 [1:30:00<1:14:36,  1.77it/s]
Training 2/3 epoch (loss 0.0008):  51%|█████     | 8142/16050 [1:30:00<1:06:40,  1.98it/s]
Training 2/3 epoch (loss 0.0002):  51%|█████     | 8142/16050 [1:30:00<1:06:40,  1.98it/s]
Training 2/3 epoch (loss 0.0002):  51%|█████     | 8143/16050 [1:30:00<58:54,  2.24it/s]  
Training 2/3 epoch (loss 0.5043):  51%|█████     | 8143/16050 [1:30:00<58:54,  2.24it/s]
Training 2/3 epoch (loss 0.5043):  51%|█████     | 8144/16050 [1:30:00<58:22,  2.26it/s]
Training 2/3 epoch (loss 0.3294):  51%|█████     | 8144/16050 [1:30:01<58:22,  2.26it/s]
Training 2/3 epoch (loss 0.3294):  51%|█████     | 8145/16050 [1:30:01<56:22,  2.34it/s]
Training 2/3 epoch (loss 0.4029):  51%|█████     | 8145/16050 [1:30:02<56:22,  2.34it/s]
Training 2/3 epoch (loss 0.4029):  51%|█████     | 8146/16050 [1:30:02<1:11:47,  1.83it/s]
Training 2/3 epoch (loss 0.0314):  51%|█████     | 8146/16050 [1:30:02<1:11:47,  1.83it/s]
Training 2/3 epoch (loss 0.0314):  51%|█████     | 8147/16050 [1:30:02<1:06:26,  1.98it/s]
Training 2/3 epoch (loss 0.0591):  51%|█████     | 8147/16050 [1:30:03<1:06:26,  1.98it/s]
Training 2/3 epoch (loss 0.0591):  51%|█████     | 8148/16050 [1:30:03<1:12:22,  1.82it/s]
Training 2/3 epoch (loss 0.0116):  51%|█████     | 8148/16050 [1:30:03<1:12:22,  1.82it/s]
Training 2/3 epoch (loss 0.0116):  51%|█████     | 8149/16050 [1:30:03<1:15:44,  1.74it/s]
Training 2/3 epoch (loss 0.2437):  51%|█████     | 8149/16050 [1:30:04<1:15:44,  1.74it/s]
Training 2/3 epoch (loss 0.2437):  51%|█████     | 8150/16050 [1:30:04<1:11:31,  1.84it/s]
Training 2/3 epoch (loss 0.0001):  51%|█████     | 8150/16050 [1:30:04<1:11:31,  1.84it/s]
Training 2/3 epoch (loss 0.0001):  51%|█████     | 8151/16050 [1:30:04<1:09:02,  1.91it/s]
Training 2/3 epoch (loss 0.0007):  51%|█████     | 8151/16050 [1:30:05<1:09:02,  1.91it/s]
Training 2/3 epoch (loss 0.0007):  51%|█████     | 8152/16050 [1:30:05<1:03:57,  2.06it/s]
Training 2/3 epoch (loss 0.3324):  51%|█████     | 8152/16050 [1:30:05<1:03:57,  2.06it/s]
Training 2/3 epoch (loss 0.3324):  51%|█████     | 8153/16050 [1:30:05<1:03:12,  2.08it/s]
Training 2/3 epoch (loss 0.1363):  51%|█████     | 8153/16050 [1:30:07<1:03:12,  2.08it/s]
Training 2/3 epoch (loss 0.1363):  51%|█████     | 8154/16050 [1:30:07<2:12:20,  1.01s/it]
Training 2/3 epoch (loss 0.1044):  51%|█████     | 8154/16050 [1:30:08<2:12:20,  1.01s/it]
Training 2/3 epoch (loss 0.1044):  51%|█████     | 8155/16050 [1:30:08<1:46:35,  1.23it/s]
Training 2/3 epoch (loss 0.0144):  51%|█████     | 8155/16050 [1:30:08<1:46:35,  1.23it/s]
Training 2/3 epoch (loss 0.0144):  51%|█████     | 8156/16050 [1:30:08<1:38:57,  1.33it/s]
Training 2/3 epoch (loss 0.0472):  51%|█████     | 8156/16050 [1:30:09<1:38:57,  1.33it/s]
Training 2/3 epoch (loss 0.0472):  51%|█████     | 8157/16050 [1:30:09<1:34:46,  1.39it/s]
Training 2/3 epoch (loss 0.0002):  51%|█████     | 8157/16050 [1:30:10<1:34:46,  1.39it/s]
Training 2/3 epoch (loss 0.0002):  51%|█████     | 8158/16050 [1:30:10<1:26:46,  1.52it/s]
Training 2/3 epoch (loss 0.4866):  51%|█████     | 8158/16050 [1:30:10<1:26:46,  1.52it/s]
Training 2/3 epoch (loss 0.4866):  51%|█████     | 8159/16050 [1:30:10<1:24:47,  1.55it/s]
Training 2/3 epoch (loss 0.5858):  51%|█████     | 8159/16050 [1:30:11<1:24:47,  1.55it/s]
Training 2/3 epoch (loss 0.5858):  51%|█████     | 8160/16050 [1:30:11<1:18:08,  1.68it/s]
Training 2/3 epoch (loss 0.0081):  51%|█████     | 8160/16050 [1:30:11<1:18:08,  1.68it/s]
Training 2/3 epoch (loss 0.0081):  51%|█████     | 8161/16050 [1:30:11<1:20:08,  1.64it/s]
Training 2/3 epoch (loss 0.1523):  51%|█████     | 8161/16050 [1:30:12<1:20:08,  1.64it/s]
Training 2/3 epoch (loss 0.1523):  51%|█████     | 8162/16050 [1:30:12<1:24:32,  1.56it/s]
Training 2/3 epoch (loss 0.0001):  51%|█████     | 8162/16050 [1:30:12<1:24:32,  1.56it/s]
Training 2/3 epoch (loss 0.0001):  51%|█████     | 8163/16050 [1:30:12<1:16:10,  1.73it/s]
Training 2/3 epoch (loss 0.0004):  51%|█████     | 8163/16050 [1:30:13<1:16:10,  1.73it/s]
Training 2/3 epoch (loss 0.0004):  51%|█████     | 8164/16050 [1:30:13<1:11:03,  1.85it/s]
Training 2/3 epoch (loss 0.0018):  51%|█████     | 8164/16050 [1:30:13<1:11:03,  1.85it/s]
Training 2/3 epoch (loss 0.0018):  51%|█████     | 8165/16050 [1:30:13<1:15:18,  1.75it/s]
Training 2/3 epoch (loss 0.0006):  51%|█████     | 8165/16050 [1:30:14<1:15:18,  1.75it/s]
Training 2/3 epoch (loss 0.0006):  51%|█████     | 8166/16050 [1:30:14<1:09:41,  1.89it/s]
Training 2/3 epoch (loss 0.0311):  51%|█████     | 8166/16050 [1:30:14<1:09:41,  1.89it/s]
Training 2/3 epoch (loss 0.0311):  51%|█████     | 8167/16050 [1:30:14<1:07:01,  1.96it/s]
Training 2/3 epoch (loss 0.4530):  51%|█████     | 8167/16050 [1:30:15<1:07:01,  1.96it/s]
Training 2/3 epoch (loss 0.4530):  51%|█████     | 8168/16050 [1:30:15<1:05:10,  2.02it/s]
Training 2/3 epoch (loss 0.0002):  51%|█████     | 8168/16050 [1:30:15<1:05:10,  2.02it/s]
Training 2/3 epoch (loss 0.0002):  51%|█████     | 8169/16050 [1:30:15<1:02:20,  2.11it/s]
Training 2/3 epoch (loss 0.0323):  51%|█████     | 8169/16050 [1:30:16<1:02:20,  2.11it/s]
Training 2/3 epoch (loss 0.0323):  51%|█████     | 8170/16050 [1:30:16<1:02:04,  2.12it/s]
Training 2/3 epoch (loss 0.0994):  51%|█████     | 8170/16050 [1:30:16<1:02:04,  2.12it/s]
Training 2/3 epoch (loss 0.0994):  51%|█████     | 8171/16050 [1:30:16<1:02:14,  2.11it/s]
Training 2/3 epoch (loss 0.0016):  51%|█████     | 8171/16050 [1:30:17<1:02:14,  2.11it/s]
Training 2/3 epoch (loss 0.0016):  51%|█████     | 8172/16050 [1:30:17<1:01:23,  2.14it/s]
Training 2/3 epoch (loss 0.4115):  51%|█████     | 8172/16050 [1:30:17<1:01:23,  2.14it/s]
Training 2/3 epoch (loss 0.4115):  51%|█████     | 8173/16050 [1:30:17<58:57,  2.23it/s]  
Training 2/3 epoch (loss 0.0196):  51%|█████     | 8173/16050 [1:30:18<58:57,  2.23it/s]
Training 2/3 epoch (loss 0.0196):  51%|█████     | 8174/16050 [1:30:18<1:34:02,  1.40it/s]
Training 2/3 epoch (loss 0.4257):  51%|█████     | 8174/16050 [1:30:19<1:34:02,  1.40it/s]
Training 2/3 epoch (loss 0.4257):  51%|█████     | 8175/16050 [1:30:19<1:22:16,  1.60it/s]
Training 2/3 epoch (loss 0.0421):  51%|█████     | 8175/16050 [1:30:19<1:22:16,  1.60it/s]
Training 2/3 epoch (loss 0.0421):  51%|█████     | 8176/16050 [1:30:19<1:17:44,  1.69it/s]
Training 2/3 epoch (loss 0.5014):  51%|█████     | 8176/16050 [1:30:20<1:17:44,  1.69it/s]
Training 2/3 epoch (loss 0.5014):  51%|█████     | 8177/16050 [1:30:20<1:39:15,  1.32it/s]
Training 2/3 epoch (loss 0.0005):  51%|█████     | 8177/16050 [1:30:21<1:39:15,  1.32it/s]
Training 2/3 epoch (loss 0.0005):  51%|█████     | 8178/16050 [1:30:21<1:29:12,  1.47it/s]
Training 2/3 epoch (loss 0.6092):  51%|█████     | 8178/16050 [1:30:21<1:29:12,  1.47it/s]
Training 2/3 epoch (loss 0.6092):  51%|█████     | 8179/16050 [1:30:21<1:20:49,  1.62it/s]
Training 2/3 epoch (loss 0.3235):  51%|█████     | 8179/16050 [1:30:22<1:20:49,  1.62it/s]
Training 2/3 epoch (loss 0.3235):  51%|█████     | 8180/16050 [1:30:22<1:10:09,  1.87it/s]
Training 2/3 epoch (loss 0.3330):  51%|█████     | 8180/16050 [1:30:23<1:10:09,  1.87it/s]
Training 2/3 epoch (loss 0.3330):  51%|█████     | 8181/16050 [1:30:23<1:36:53,  1.35it/s]
Training 2/3 epoch (loss 0.0021):  51%|█████     | 8181/16050 [1:30:24<1:36:53,  1.35it/s]
Training 2/3 epoch (loss 0.0021):  51%|█████     | 8182/16050 [1:30:24<1:29:58,  1.46it/s]
Training 2/3 epoch (loss 0.0517):  51%|█████     | 8182/16050 [1:30:24<1:29:58,  1.46it/s]
Training 2/3 epoch (loss 0.0517):  51%|█████     | 8183/16050 [1:30:24<1:23:39,  1.57it/s]
Training 2/3 epoch (loss 0.0217):  51%|█████     | 8183/16050 [1:30:25<1:23:39,  1.57it/s]
Training 2/3 epoch (loss 0.0217):  51%|█████     | 8184/16050 [1:30:25<1:15:12,  1.74it/s]
Training 2/3 epoch (loss 0.0587):  51%|█████     | 8184/16050 [1:30:25<1:15:12,  1.74it/s]
Training 2/3 epoch (loss 0.0587):  51%|█████     | 8185/16050 [1:30:25<1:12:46,  1.80it/s]
Training 2/3 epoch (loss 0.0043):  51%|█████     | 8185/16050 [1:30:26<1:12:46,  1.80it/s]
Training 2/3 epoch (loss 0.0043):  51%|█████     | 8186/16050 [1:30:26<1:15:17,  1.74it/s]
Training 2/3 epoch (loss 0.4251):  51%|█████     | 8186/16050 [1:30:26<1:15:17,  1.74it/s]
Training 2/3 epoch (loss 0.4251):  51%|█████     | 8187/16050 [1:30:26<1:13:20,  1.79it/s]
Training 2/3 epoch (loss 0.0003):  51%|█████     | 8187/16050 [1:30:27<1:13:20,  1.79it/s]
Training 2/3 epoch (loss 0.0003):  51%|█████     | 8188/16050 [1:30:27<1:08:59,  1.90it/s]
Training 2/3 epoch (loss 0.1013):  51%|█████     | 8188/16050 [1:30:28<1:08:59,  1.90it/s]
Training 2/3 epoch (loss 0.1013):  51%|█████     | 8189/16050 [1:30:28<1:24:05,  1.56it/s]
Training 2/3 epoch (loss 0.0933):  51%|█████     | 8189/16050 [1:30:28<1:24:05,  1.56it/s]
Training 2/3 epoch (loss 0.0933):  51%|█████     | 8190/16050 [1:30:28<1:24:21,  1.55it/s]
Training 2/3 epoch (loss 0.0593):  51%|█████     | 8190/16050 [1:30:29<1:24:21,  1.55it/s]
Training 2/3 epoch (loss 0.0593):  51%|█████     | 8191/16050 [1:30:29<1:26:38,  1.51it/s]
Training 2/3 epoch (loss 0.1970):  51%|█████     | 8191/16050 [1:30:29<1:26:38,  1.51it/s]
Training 2/3 epoch (loss 0.1970):  51%|█████     | 8192/16050 [1:30:29<1:22:16,  1.59it/s]
Training 2/3 epoch (loss 0.2762):  51%|█████     | 8192/16050 [1:30:30<1:22:16,  1.59it/s]
Training 2/3 epoch (loss 0.2762):  51%|█████     | 8193/16050 [1:30:30<1:13:00,  1.79it/s]
Training 2/3 epoch (loss 0.0024):  51%|█████     | 8193/16050 [1:30:30<1:13:00,  1.79it/s]
Training 2/3 epoch (loss 0.0024):  51%|█████     | 8194/16050 [1:30:30<1:09:07,  1.89it/s]
Training 2/3 epoch (loss 0.1860):  51%|█████     | 8194/16050 [1:30:31<1:09:07,  1.89it/s]
Training 2/3 epoch (loss 0.1860):  51%|█████     | 8195/16050 [1:30:31<1:01:38,  2.12it/s]
Training 2/3 epoch (loss 0.0077):  51%|█████     | 8195/16050 [1:30:31<1:01:38,  2.12it/s]
Training 2/3 epoch (loss 0.0077):  51%|█████     | 8196/16050 [1:30:31<1:04:06,  2.04it/s]
Training 2/3 epoch (loss 0.6369):  51%|█████     | 8196/16050 [1:30:34<1:04:06,  2.04it/s]
Training 2/3 epoch (loss 0.6369):  51%|█████     | 8197/16050 [1:30:34<2:16:56,  1.05s/it]
Training 2/3 epoch (loss 0.0505):  51%|█████     | 8197/16050 [1:30:34<2:16:56,  1.05s/it]
Training 2/3 epoch (loss 0.0505):  51%|█████     | 8198/16050 [1:30:34<1:57:42,  1.11it/s]
Training 2/3 epoch (loss 0.0619):  51%|█████     | 8198/16050 [1:30:35<1:57:42,  1.11it/s]
Training 2/3 epoch (loss 0.0619):  51%|█████     | 8199/16050 [1:30:35<1:44:30,  1.25it/s]
Training 2/3 epoch (loss 0.2239):  51%|█████     | 8199/16050 [1:30:35<1:44:30,  1.25it/s]
Training 2/3 epoch (loss 0.2239):  51%|█████     | 8200/16050 [1:30:35<1:34:57,  1.38it/s]
Training 2/3 epoch (loss 0.0007):  51%|█████     | 8200/16050 [1:30:36<1:34:57,  1.38it/s]
Training 2/3 epoch (loss 0.0007):  51%|█████     | 8201/16050 [1:30:36<1:22:28,  1.59it/s]
Training 2/3 epoch (loss 0.2729):  51%|█████     | 8201/16050 [1:30:36<1:22:28,  1.59it/s]
Training 2/3 epoch (loss 0.2729):  51%|█████     | 8202/16050 [1:30:36<1:20:52,  1.62it/s]
Training 2/3 epoch (loss 0.1981):  51%|█████     | 8202/16050 [1:30:37<1:20:52,  1.62it/s]
Training 2/3 epoch (loss 0.1981):  51%|█████     | 8203/16050 [1:30:37<1:24:02,  1.56it/s]
Training 2/3 epoch (loss 0.0957):  51%|█████     | 8203/16050 [1:30:37<1:24:02,  1.56it/s]
Training 2/3 epoch (loss 0.0957):  51%|█████     | 8204/16050 [1:30:37<1:19:59,  1.63it/s]
Training 2/3 epoch (loss 0.3460):  51%|█████     | 8204/16050 [1:30:38<1:19:59,  1.63it/s]
Training 2/3 epoch (loss 0.3460):  51%|█████     | 8205/16050 [1:30:38<1:35:20,  1.37it/s]
Training 2/3 epoch (loss 0.4308):  51%|█████     | 8205/16050 [1:30:39<1:35:20,  1.37it/s]
Training 2/3 epoch (loss 0.4308):  51%|█████     | 8206/16050 [1:30:39<1:28:29,  1.48it/s]
Training 2/3 epoch (loss 0.0115):  51%|█████     | 8206/16050 [1:30:39<1:28:29,  1.48it/s]
Training 2/3 epoch (loss 0.0115):  51%|█████     | 8207/16050 [1:30:39<1:20:32,  1.62it/s]
Training 2/3 epoch (loss 0.0929):  51%|█████     | 8207/16050 [1:30:40<1:20:32,  1.62it/s]
Training 2/3 epoch (loss 0.0929):  51%|█████     | 8208/16050 [1:30:40<1:23:09,  1.57it/s]
Training 2/3 epoch (loss 0.0012):  51%|█████     | 8208/16050 [1:30:41<1:23:09,  1.57it/s]
Training 2/3 epoch (loss 0.0012):  51%|█████     | 8209/16050 [1:30:41<1:22:02,  1.59it/s]
Training 2/3 epoch (loss 0.7196):  51%|█████     | 8209/16050 [1:30:41<1:22:02,  1.59it/s]
Training 2/3 epoch (loss 0.7196):  51%|█████     | 8210/16050 [1:30:41<1:21:00,  1.61it/s]
Training 2/3 epoch (loss 0.0336):  51%|█████     | 8210/16050 [1:30:42<1:21:00,  1.61it/s]
Training 2/3 epoch (loss 0.0336):  51%|█████     | 8211/16050 [1:30:42<1:15:45,  1.72it/s]
Training 2/3 epoch (loss 0.1419):  51%|█████     | 8211/16050 [1:30:42<1:15:45,  1.72it/s]
Training 2/3 epoch (loss 0.1419):  51%|█████     | 8212/16050 [1:30:42<1:14:06,  1.76it/s]
Training 2/3 epoch (loss 0.2327):  51%|█████     | 8212/16050 [1:30:45<1:14:06,  1.76it/s]
Training 2/3 epoch (loss 0.2327):  51%|█████     | 8213/16050 [1:30:45<2:24:15,  1.10s/it]
Training 2/3 epoch (loss 0.0264):  51%|█████     | 8213/16050 [1:30:46<2:24:15,  1.10s/it]
Training 2/3 epoch (loss 0.0264):  51%|█████     | 8214/16050 [1:30:46<2:25:00,  1.11s/it]
Training 2/3 epoch (loss 0.0012):  51%|█████     | 8214/16050 [1:30:46<2:25:00,  1.11s/it]
Training 2/3 epoch (loss 0.0012):  51%|█████     | 8215/16050 [1:30:46<2:02:32,  1.07it/s]
Training 2/3 epoch (loss 0.0001):  51%|█████     | 8215/16050 [1:30:47<2:02:32,  1.07it/s]
Training 2/3 epoch (loss 0.0001):  51%|█████     | 8216/16050 [1:30:47<1:39:54,  1.31it/s]
Training 2/3 epoch (loss 0.3597):  51%|█████     | 8216/16050 [1:30:47<1:39:54,  1.31it/s]
Training 2/3 epoch (loss 0.3597):  51%|█████     | 8217/16050 [1:30:47<1:27:57,  1.48it/s]
Training 2/3 epoch (loss 0.0001):  51%|█████     | 8217/16050 [1:30:48<1:27:57,  1.48it/s]
Training 2/3 epoch (loss 0.0001):  51%|█████     | 8218/16050 [1:30:48<1:16:40,  1.70it/s]
Training 2/3 epoch (loss 0.0024):  51%|█████     | 8218/16050 [1:30:48<1:16:40,  1.70it/s]
Training 2/3 epoch (loss 0.0024):  51%|█████     | 8219/16050 [1:30:48<1:19:31,  1.64it/s]
Training 2/3 epoch (loss 0.0067):  51%|█████     | 8219/16050 [1:30:49<1:19:31,  1.64it/s]
Training 2/3 epoch (loss 0.0067):  51%|█████     | 8220/16050 [1:30:49<1:23:29,  1.56it/s]
Training 2/3 epoch (loss 0.0231):  51%|█████     | 8220/16050 [1:30:50<1:23:29,  1.56it/s]
Training 2/3 epoch (loss 0.0231):  51%|█████     | 8221/16050 [1:30:50<1:19:57,  1.63it/s]
Training 2/3 epoch (loss 0.3431):  51%|█████     | 8221/16050 [1:30:50<1:19:57,  1.63it/s]
Training 2/3 epoch (loss 0.3431):  51%|█████     | 8222/16050 [1:30:50<1:13:14,  1.78it/s]
Training 2/3 epoch (loss 0.6847):  51%|█████     | 8222/16050 [1:30:50<1:13:14,  1.78it/s]
Training 2/3 epoch (loss 0.6847):  51%|█████     | 8223/16050 [1:30:50<1:09:05,  1.89it/s]
Training 2/3 epoch (loss 0.2759):  51%|█████     | 8223/16050 [1:30:53<1:09:05,  1.89it/s]
Training 2/3 epoch (loss 0.2759):  51%|█████     | 8224/16050 [1:30:53<2:20:19,  1.08s/it]
Training 2/3 epoch (loss 0.2107):  51%|█████     | 8224/16050 [1:30:53<2:20:19,  1.08s/it]
Training 2/3 epoch (loss 0.2107):  51%|█████     | 8225/16050 [1:30:53<1:59:32,  1.09it/s]
Training 2/3 epoch (loss 0.0016):  51%|█████     | 8225/16050 [1:30:54<1:59:32,  1.09it/s]
Training 2/3 epoch (loss 0.0016):  51%|█████▏    | 8226/16050 [1:30:54<1:43:36,  1.26it/s]
Training 2/3 epoch (loss 0.0038):  51%|█████▏    | 8226/16050 [1:30:55<1:43:36,  1.26it/s]
Training 2/3 epoch (loss 0.0038):  51%|█████▏    | 8227/16050 [1:30:55<1:39:11,  1.31it/s]
Training 2/3 epoch (loss 0.0319):  51%|█████▏    | 8227/16050 [1:30:55<1:39:11,  1.31it/s]
Training 2/3 epoch (loss 0.0319):  51%|█████▏    | 8228/16050 [1:30:55<1:25:13,  1.53it/s]
Training 2/3 epoch (loss 0.2421):  51%|█████▏    | 8228/16050 [1:30:56<1:25:13,  1.53it/s]
Training 2/3 epoch (loss 0.2421):  51%|█████▏    | 8229/16050 [1:30:56<1:31:28,  1.42it/s]
Training 2/3 epoch (loss 0.0001):  51%|█████▏    | 8229/16050 [1:30:56<1:31:28,  1.42it/s]
Training 2/3 epoch (loss 0.0001):  51%|█████▏    | 8230/16050 [1:30:56<1:17:20,  1.69it/s]
Training 2/3 epoch (loss 0.1585):  51%|█████▏    | 8230/16050 [1:30:57<1:17:20,  1.69it/s]
Training 2/3 epoch (loss 0.1585):  51%|█████▏    | 8231/16050 [1:30:57<1:19:53,  1.63it/s]
Training 2/3 epoch (loss 0.1120):  51%|█████▏    | 8231/16050 [1:30:58<1:19:53,  1.63it/s]
Training 2/3 epoch (loss 0.1120):  51%|█████▏    | 8232/16050 [1:30:58<1:38:21,  1.32it/s]
Training 2/3 epoch (loss 0.0582):  51%|█████▏    | 8232/16050 [1:30:58<1:38:21,  1.32it/s]
Training 2/3 epoch (loss 0.0582):  51%|█████▏    | 8233/16050 [1:30:58<1:29:21,  1.46it/s]
Training 2/3 epoch (loss 0.0032):  51%|█████▏    | 8233/16050 [1:30:59<1:29:21,  1.46it/s]
Training 2/3 epoch (loss 0.0032):  51%|█████▏    | 8234/16050 [1:30:59<1:19:52,  1.63it/s]
Training 2/3 epoch (loss 0.0108):  51%|█████▏    | 8234/16050 [1:30:59<1:19:52,  1.63it/s]
Training 2/3 epoch (loss 0.0108):  51%|█████▏    | 8235/16050 [1:30:59<1:20:09,  1.62it/s]
Training 2/3 epoch (loss 0.0016):  51%|█████▏    | 8235/16050 [1:31:00<1:20:09,  1.62it/s]
Training 2/3 epoch (loss 0.0016):  51%|█████▏    | 8236/16050 [1:31:00<1:18:51,  1.65it/s]
Training 2/3 epoch (loss 0.3264):  51%|█████▏    | 8236/16050 [1:31:00<1:18:51,  1.65it/s]
Training 2/3 epoch (loss 0.3264):  51%|█████▏    | 8237/16050 [1:31:00<1:09:19,  1.88it/s]
Training 2/3 epoch (loss 0.4246):  51%|█████▏    | 8237/16050 [1:31:01<1:09:19,  1.88it/s]
Training 2/3 epoch (loss 0.4246):  51%|█████▏    | 8238/16050 [1:31:01<1:06:27,  1.96it/s]
Training 2/3 epoch (loss 0.0071):  51%|█████▏    | 8238/16050 [1:31:01<1:06:27,  1.96it/s]
Training 2/3 epoch (loss 0.0071):  51%|█████▏    | 8239/16050 [1:31:01<1:07:04,  1.94it/s]
Training 2/3 epoch (loss 0.0117):  51%|█████▏    | 8239/16050 [1:31:02<1:07:04,  1.94it/s]
Training 2/3 epoch (loss 0.0117):  51%|█████▏    | 8240/16050 [1:31:02<1:20:03,  1.63it/s]
Training 2/3 epoch (loss 0.0216):  51%|█████▏    | 8240/16050 [1:31:03<1:20:03,  1.63it/s]
Training 2/3 epoch (loss 0.0216):  51%|█████▏    | 8241/16050 [1:31:03<1:20:07,  1.62it/s]
Training 2/3 epoch (loss 0.2828):  51%|█████▏    | 8241/16050 [1:31:03<1:20:07,  1.62it/s]
Training 2/3 epoch (loss 0.2828):  51%|█████▏    | 8242/16050 [1:31:03<1:16:58,  1.69it/s]
Training 2/3 epoch (loss 0.0045):  51%|█████▏    | 8242/16050 [1:31:04<1:16:58,  1.69it/s]
Training 2/3 epoch (loss 0.0045):  51%|█████▏    | 8243/16050 [1:31:04<1:16:20,  1.70it/s]
Training 2/3 epoch (loss 0.2951):  51%|█████▏    | 8243/16050 [1:31:04<1:16:20,  1.70it/s]
Training 2/3 epoch (loss 0.2951):  51%|█████▏    | 8244/16050 [1:31:04<1:07:22,  1.93it/s]
Training 2/3 epoch (loss 0.0013):  51%|█████▏    | 8244/16050 [1:31:05<1:07:22,  1.93it/s]
Training 2/3 epoch (loss 0.0013):  51%|█████▏    | 8245/16050 [1:31:05<1:10:22,  1.85it/s]
Training 2/3 epoch (loss 0.0017):  51%|█████▏    | 8245/16050 [1:31:05<1:10:22,  1.85it/s]
Training 2/3 epoch (loss 0.0017):  51%|█████▏    | 8246/16050 [1:31:05<1:12:53,  1.78it/s]
Training 2/3 epoch (loss 0.0292):  51%|█████▏    | 8246/16050 [1:31:06<1:12:53,  1.78it/s]
Training 2/3 epoch (loss 0.0292):  51%|█████▏    | 8247/16050 [1:31:06<1:15:16,  1.73it/s]
Training 2/3 epoch (loss 0.0094):  51%|█████▏    | 8247/16050 [1:31:07<1:15:16,  1.73it/s]
Training 2/3 epoch (loss 0.0094):  51%|█████▏    | 8248/16050 [1:31:07<1:18:07,  1.66it/s]
Training 2/3 epoch (loss 0.4850):  51%|█████▏    | 8248/16050 [1:31:07<1:18:07,  1.66it/s]
Training 2/3 epoch (loss 0.4850):  51%|█████▏    | 8249/16050 [1:31:07<1:20:29,  1.62it/s]
Training 2/3 epoch (loss 0.0225):  51%|█████▏    | 8249/16050 [1:31:08<1:20:29,  1.62it/s]
Training 2/3 epoch (loss 0.0225):  51%|█████▏    | 8250/16050 [1:31:08<1:21:40,  1.59it/s]
Training 2/3 epoch (loss 0.0055):  51%|█████▏    | 8250/16050 [1:31:08<1:21:40,  1.59it/s]
Training 2/3 epoch (loss 0.0055):  51%|█████▏    | 8251/16050 [1:31:08<1:11:33,  1.82it/s]
Training 2/3 epoch (loss 0.0004):  51%|█████▏    | 8251/16050 [1:31:09<1:11:33,  1.82it/s]
Training 2/3 epoch (loss 0.0004):  51%|█████▏    | 8252/16050 [1:31:09<1:02:24,  2.08it/s]
Training 2/3 epoch (loss 0.0230):  51%|█████▏    | 8252/16050 [1:31:09<1:02:24,  2.08it/s]
Training 2/3 epoch (loss 0.0230):  51%|█████▏    | 8253/16050 [1:31:09<1:03:45,  2.04it/s]
Training 2/3 epoch (loss 0.0307):  51%|█████▏    | 8253/16050 [1:31:10<1:03:45,  2.04it/s]
Training 2/3 epoch (loss 0.0307):  51%|█████▏    | 8254/16050 [1:31:10<59:48,  2.17it/s]  
Training 2/3 epoch (loss 0.0026):  51%|█████▏    | 8254/16050 [1:31:10<59:48,  2.17it/s]
Training 2/3 epoch (loss 0.0026):  51%|█████▏    | 8255/16050 [1:31:10<1:02:22,  2.08it/s]
Training 2/3 epoch (loss 0.6685):  51%|█████▏    | 8255/16050 [1:31:11<1:02:22,  2.08it/s]
Training 2/3 epoch (loss 0.6685):  51%|█████▏    | 8256/16050 [1:31:11<59:52,  2.17it/s]  
Training 2/3 epoch (loss 0.4250):  51%|█████▏    | 8256/16050 [1:31:11<59:52,  2.17it/s]
Training 2/3 epoch (loss 0.4250):  51%|█████▏    | 8257/16050 [1:31:11<57:58,  2.24it/s]
Training 2/3 epoch (loss 0.4056):  51%|█████▏    | 8257/16050 [1:31:11<57:58,  2.24it/s]
Training 2/3 epoch (loss 0.4056):  51%|█████▏    | 8258/16050 [1:31:11<58:48,  2.21it/s]
Training 2/3 epoch (loss 0.4587):  51%|█████▏    | 8258/16050 [1:31:12<58:48,  2.21it/s]
Training 2/3 epoch (loss 0.4587):  51%|█████▏    | 8259/16050 [1:31:12<1:02:44,  2.07it/s]
Training 2/3 epoch (loss 0.4107):  51%|█████▏    | 8259/16050 [1:31:12<1:02:44,  2.07it/s]
Training 2/3 epoch (loss 0.4107):  51%|█████▏    | 8260/16050 [1:31:12<59:21,  2.19it/s]  
Training 2/3 epoch (loss 0.2271):  51%|█████▏    | 8260/16050 [1:31:13<59:21,  2.19it/s]
Training 2/3 epoch (loss 0.2271):  51%|█████▏    | 8261/16050 [1:31:13<1:02:16,  2.08it/s]
Training 2/3 epoch (loss 0.1056):  51%|█████▏    | 8261/16050 [1:31:13<1:02:16,  2.08it/s]
Training 2/3 epoch (loss 0.1056):  51%|█████▏    | 8262/16050 [1:31:13<1:03:43,  2.04it/s]
Training 2/3 epoch (loss 0.0161):  51%|█████▏    | 8262/16050 [1:31:14<1:03:43,  2.04it/s]
Training 2/3 epoch (loss 0.0161):  51%|█████▏    | 8263/16050 [1:31:14<1:08:16,  1.90it/s]
Training 2/3 epoch (loss 0.4438):  51%|█████▏    | 8263/16050 [1:31:15<1:08:16,  1.90it/s]
Training 2/3 epoch (loss 0.4438):  51%|█████▏    | 8264/16050 [1:31:15<1:10:43,  1.83it/s]
Training 2/3 epoch (loss 0.0222):  51%|█████▏    | 8264/16050 [1:31:15<1:10:43,  1.83it/s]
Training 2/3 epoch (loss 0.0222):  51%|█████▏    | 8265/16050 [1:31:15<1:07:27,  1.92it/s]
Training 2/3 epoch (loss 0.0025):  51%|█████▏    | 8265/16050 [1:31:16<1:07:27,  1.92it/s]
Training 2/3 epoch (loss 0.0025):  52%|█████▏    | 8266/16050 [1:31:16<1:15:25,  1.72it/s]
Training 2/3 epoch (loss 0.0032):  52%|█████▏    | 8266/16050 [1:31:16<1:15:25,  1.72it/s]
Training 2/3 epoch (loss 0.0032):  52%|█████▏    | 8267/16050 [1:31:16<1:13:18,  1.77it/s]
Training 2/3 epoch (loss 0.0093):  52%|█████▏    | 8267/16050 [1:31:17<1:13:18,  1.77it/s]
Training 2/3 epoch (loss 0.0093):  52%|█████▏    | 8268/16050 [1:31:17<1:09:01,  1.88it/s]
Training 2/3 epoch (loss 0.0459):  52%|█████▏    | 8268/16050 [1:31:17<1:09:01,  1.88it/s]
Training 2/3 epoch (loss 0.0459):  52%|█████▏    | 8269/16050 [1:31:17<1:06:25,  1.95it/s]
Training 2/3 epoch (loss 0.0003):  52%|█████▏    | 8269/16050 [1:31:18<1:06:25,  1.95it/s]
Training 2/3 epoch (loss 0.0003):  52%|█████▏    | 8270/16050 [1:31:18<1:00:15,  2.15it/s]
Training 2/3 epoch (loss 0.4388):  52%|█████▏    | 8270/16050 [1:31:18<1:00:15,  2.15it/s]
Training 2/3 epoch (loss 0.4388):  52%|█████▏    | 8271/16050 [1:31:18<56:10,  2.31it/s]  
Training 2/3 epoch (loss 0.4321):  52%|█████▏    | 8271/16050 [1:31:19<56:10,  2.31it/s]
Training 2/3 epoch (loss 0.4321):  52%|█████▏    | 8272/16050 [1:31:19<1:04:38,  2.01it/s]
Training 2/3 epoch (loss 0.0128):  52%|█████▏    | 8272/16050 [1:31:19<1:04:38,  2.01it/s]
Training 2/3 epoch (loss 0.0128):  52%|█████▏    | 8273/16050 [1:31:19<1:14:41,  1.74it/s]
Training 2/3 epoch (loss 0.1248):  52%|█████▏    | 8273/16050 [1:31:22<1:14:41,  1.74it/s]
Training 2/3 epoch (loss 0.1248):  52%|█████▏    | 8274/16050 [1:31:22<2:19:43,  1.08s/it]
Training 2/3 epoch (loss 0.0013):  52%|█████▏    | 8274/16050 [1:31:22<2:19:43,  1.08s/it]
Training 2/3 epoch (loss 0.0013):  52%|█████▏    | 8275/16050 [1:31:22<2:02:57,  1.05it/s]
Training 2/3 epoch (loss 0.0049):  52%|█████▏    | 8275/16050 [1:31:23<2:02:57,  1.05it/s]
Training 2/3 epoch (loss 0.0049):  52%|█████▏    | 8276/16050 [1:31:23<1:53:15,  1.14it/s]
Training 2/3 epoch (loss 0.0735):  52%|█████▏    | 8276/16050 [1:31:23<1:53:15,  1.14it/s]
Training 2/3 epoch (loss 0.0735):  52%|█████▏    | 8277/16050 [1:31:23<1:37:45,  1.33it/s]
Training 2/3 epoch (loss 0.0015):  52%|█████▏    | 8277/16050 [1:31:24<1:37:45,  1.33it/s]
Training 2/3 epoch (loss 0.0015):  52%|█████▏    | 8278/16050 [1:31:24<1:31:23,  1.42it/s]
Training 2/3 epoch (loss 0.3597):  52%|█████▏    | 8278/16050 [1:31:25<1:31:23,  1.42it/s]
Training 2/3 epoch (loss 0.3597):  52%|█████▏    | 8279/16050 [1:31:25<1:21:51,  1.58it/s]
Training 2/3 epoch (loss 0.0041):  52%|█████▏    | 8279/16050 [1:31:26<1:21:51,  1.58it/s]
Training 2/3 epoch (loss 0.0041):  52%|█████▏    | 8280/16050 [1:31:26<1:42:32,  1.26it/s]
Training 2/3 epoch (loss 0.0019):  52%|█████▏    | 8280/16050 [1:31:26<1:42:32,  1.26it/s]
Training 2/3 epoch (loss 0.0019):  52%|█████▏    | 8281/16050 [1:31:26<1:28:01,  1.47it/s]
Training 2/3 epoch (loss 0.0750):  52%|█████▏    | 8281/16050 [1:31:27<1:28:01,  1.47it/s]
Training 2/3 epoch (loss 0.0750):  52%|█████▏    | 8282/16050 [1:31:27<1:21:12,  1.59it/s]
Training 2/3 epoch (loss 0.0505):  52%|█████▏    | 8282/16050 [1:31:27<1:21:12,  1.59it/s]
Training 2/3 epoch (loss 0.0505):  52%|█████▏    | 8283/16050 [1:31:27<1:12:14,  1.79it/s]
Training 2/3 epoch (loss 0.0991):  52%|█████▏    | 8283/16050 [1:31:28<1:12:14,  1.79it/s]
Training 2/3 epoch (loss 0.0991):  52%|█████▏    | 8284/16050 [1:31:28<1:13:49,  1.75it/s]
Training 2/3 epoch (loss 0.0034):  52%|█████▏    | 8284/16050 [1:31:28<1:13:49,  1.75it/s]
Training 2/3 epoch (loss 0.0034):  52%|█████▏    | 8285/16050 [1:31:28<1:03:22,  2.04it/s]
Training 2/3 epoch (loss 0.0262):  52%|█████▏    | 8285/16050 [1:31:29<1:03:22,  2.04it/s]
Training 2/3 epoch (loss 0.0262):  52%|█████▏    | 8286/16050 [1:31:29<1:08:16,  1.90it/s]
Training 2/3 epoch (loss 0.0021):  52%|█████▏    | 8286/16050 [1:31:29<1:08:16,  1.90it/s]
Training 2/3 epoch (loss 0.0021):  52%|█████▏    | 8287/16050 [1:31:29<1:08:34,  1.89it/s]
Training 2/3 epoch (loss 0.0009):  52%|█████▏    | 8287/16050 [1:31:30<1:08:34,  1.89it/s]
Training 2/3 epoch (loss 0.0009):  52%|█████▏    | 8288/16050 [1:31:30<1:15:23,  1.72it/s]
Training 2/3 epoch (loss 0.0042):  52%|█████▏    | 8288/16050 [1:31:30<1:15:23,  1.72it/s]
Training 2/3 epoch (loss 0.0042):  52%|█████▏    | 8289/16050 [1:31:30<1:11:35,  1.81it/s]
Training 2/3 epoch (loss 0.0737):  52%|█████▏    | 8289/16050 [1:31:31<1:11:35,  1.81it/s]
Training 2/3 epoch (loss 0.0737):  52%|█████▏    | 8290/16050 [1:31:31<1:21:23,  1.59it/s]
Training 2/3 epoch (loss 0.0074):  52%|█████▏    | 8290/16050 [1:31:31<1:21:23,  1.59it/s]
Training 2/3 epoch (loss 0.0074):  52%|█████▏    | 8291/16050 [1:31:31<1:13:03,  1.77it/s]
Training 2/3 epoch (loss 0.0646):  52%|█████▏    | 8291/16050 [1:31:32<1:13:03,  1.77it/s]
Training 2/3 epoch (loss 0.0646):  52%|█████▏    | 8292/16050 [1:31:32<1:14:35,  1.73it/s]
Training 2/3 epoch (loss 0.0181):  52%|█████▏    | 8292/16050 [1:31:33<1:14:35,  1.73it/s]
Training 2/3 epoch (loss 0.0181):  52%|█████▏    | 8293/16050 [1:31:33<1:10:15,  1.84it/s]
Training 2/3 epoch (loss 0.0341):  52%|█████▏    | 8293/16050 [1:31:33<1:10:15,  1.84it/s]
Training 2/3 epoch (loss 0.0341):  52%|█████▏    | 8294/16050 [1:31:33<1:09:25,  1.86it/s]
Training 2/3 epoch (loss 0.3200):  52%|█████▏    | 8294/16050 [1:31:35<1:09:25,  1.86it/s]
Training 2/3 epoch (loss 0.3200):  52%|█████▏    | 8295/16050 [1:31:35<2:22:10,  1.10s/it]
Training 2/3 epoch (loss 0.0046):  52%|█████▏    | 8295/16050 [1:31:36<2:22:10,  1.10s/it]
Training 2/3 epoch (loss 0.0046):  52%|█████▏    | 8296/16050 [1:31:36<2:03:48,  1.04it/s]
Training 2/3 epoch (loss 0.0034):  52%|█████▏    | 8296/16050 [1:31:37<2:03:48,  1.04it/s]
Training 2/3 epoch (loss 0.0034):  52%|█████▏    | 8297/16050 [1:31:37<1:55:23,  1.12it/s]
Training 2/3 epoch (loss 0.4325):  52%|█████▏    | 8297/16050 [1:31:38<1:55:23,  1.12it/s]
Training 2/3 epoch (loss 0.4325):  52%|█████▏    | 8298/16050 [1:31:38<1:46:51,  1.21it/s]
Training 2/3 epoch (loss 0.0231):  52%|█████▏    | 8298/16050 [1:31:38<1:46:51,  1.21it/s]
Training 2/3 epoch (loss 0.0231):  52%|█████▏    | 8299/16050 [1:31:38<1:33:36,  1.38it/s]
Training 2/3 epoch (loss 0.1904):  52%|█████▏    | 8299/16050 [1:31:38<1:33:36,  1.38it/s]
Training 2/3 epoch (loss 0.1904):  52%|█████▏    | 8300/16050 [1:31:38<1:23:55,  1.54it/s]
Training 2/3 epoch (loss 0.0264):  52%|█████▏    | 8300/16050 [1:31:39<1:23:55,  1.54it/s]
Training 2/3 epoch (loss 0.0264):  52%|█████▏    | 8301/16050 [1:31:39<1:30:19,  1.43it/s]
Training 2/3 epoch (loss 0.0017):  52%|█████▏    | 8301/16050 [1:31:40<1:30:19,  1.43it/s]
Training 2/3 epoch (loss 0.0017):  52%|█████▏    | 8302/16050 [1:31:40<1:25:43,  1.51it/s]
Training 2/3 epoch (loss 0.0044):  52%|█████▏    | 8302/16050 [1:31:40<1:25:43,  1.51it/s]
Training 2/3 epoch (loss 0.0044):  52%|█████▏    | 8303/16050 [1:31:40<1:13:33,  1.76it/s]
Training 2/3 epoch (loss 0.0238):  52%|█████▏    | 8303/16050 [1:31:41<1:13:33,  1.76it/s]
Training 2/3 epoch (loss 0.0238):  52%|█████▏    | 8304/16050 [1:31:41<1:13:20,  1.76it/s]
Training 2/3 epoch (loss 0.2899):  52%|█████▏    | 8304/16050 [1:31:43<1:13:20,  1.76it/s]
Training 2/3 epoch (loss 0.2899):  52%|█████▏    | 8305/16050 [1:31:43<2:22:25,  1.10s/it]
Training 2/3 epoch (loss 0.0277):  52%|█████▏    | 8305/16050 [1:31:44<2:22:25,  1.10s/it]
Training 2/3 epoch (loss 0.0277):  52%|█████▏    | 8306/16050 [1:31:44<2:10:39,  1.01s/it]
Training 2/3 epoch (loss 0.0238):  52%|█████▏    | 8306/16050 [1:31:45<2:10:39,  1.01s/it]
Training 2/3 epoch (loss 0.0238):  52%|█████▏    | 8307/16050 [1:31:45<2:07:31,  1.01it/s]
Training 2/3 epoch (loss 0.0164):  52%|█████▏    | 8307/16050 [1:31:45<2:07:31,  1.01it/s]
Training 2/3 epoch (loss 0.0164):  52%|█████▏    | 8308/16050 [1:31:45<1:45:30,  1.22it/s]
Training 2/3 epoch (loss 0.2220):  52%|█████▏    | 8308/16050 [1:31:46<1:45:30,  1.22it/s]
Training 2/3 epoch (loss 0.2220):  52%|█████▏    | 8309/16050 [1:31:46<1:29:41,  1.44it/s]
Training 2/3 epoch (loss 0.0237):  52%|█████▏    | 8309/16050 [1:31:47<1:29:41,  1.44it/s]
Training 2/3 epoch (loss 0.0237):  52%|█████▏    | 8310/16050 [1:31:47<1:35:52,  1.35it/s]
Training 2/3 epoch (loss 0.0242):  52%|█████▏    | 8310/16050 [1:31:47<1:35:52,  1.35it/s]
Training 2/3 epoch (loss 0.0242):  52%|█████▏    | 8311/16050 [1:31:47<1:32:30,  1.39it/s]
Training 2/3 epoch (loss 0.4836):  52%|█████▏    | 8311/16050 [1:31:48<1:32:30,  1.39it/s]
Training 2/3 epoch (loss 0.4836):  52%|█████▏    | 8312/16050 [1:31:48<1:32:06,  1.40it/s]
Training 2/3 epoch (loss 0.0197):  52%|█████▏    | 8312/16050 [1:31:49<1:32:06,  1.40it/s]
Training 2/3 epoch (loss 0.0197):  52%|█████▏    | 8313/16050 [1:31:49<1:29:43,  1.44it/s]
Training 2/3 epoch (loss 0.0332):  52%|█████▏    | 8313/16050 [1:31:49<1:29:43,  1.44it/s]
Training 2/3 epoch (loss 0.0332):  52%|█████▏    | 8314/16050 [1:31:49<1:24:25,  1.53it/s]
Training 2/3 epoch (loss 0.3780):  52%|█████▏    | 8314/16050 [1:31:50<1:24:25,  1.53it/s]
Training 2/3 epoch (loss 0.3780):  52%|█████▏    | 8315/16050 [1:31:50<1:14:03,  1.74it/s]
Training 2/3 epoch (loss 0.1765):  52%|█████▏    | 8315/16050 [1:31:50<1:14:03,  1.74it/s]
Training 2/3 epoch (loss 0.1765):  52%|█████▏    | 8316/16050 [1:31:50<1:05:34,  1.97it/s]
Training 2/3 epoch (loss 0.0003):  52%|█████▏    | 8316/16050 [1:31:50<1:05:34,  1.97it/s]
Training 2/3 epoch (loss 0.0003):  52%|█████▏    | 8317/16050 [1:31:50<1:03:59,  2.01it/s]
Training 2/3 epoch (loss 0.3653):  52%|█████▏    | 8317/16050 [1:31:51<1:03:59,  2.01it/s]
Training 2/3 epoch (loss 0.3653):  52%|█████▏    | 8318/16050 [1:31:51<1:08:02,  1.89it/s]
Training 2/3 epoch (loss 0.3447):  52%|█████▏    | 8318/16050 [1:31:51<1:08:02,  1.89it/s]
Training 2/3 epoch (loss 0.3447):  52%|█████▏    | 8319/16050 [1:31:51<1:06:33,  1.94it/s]
Training 2/3 epoch (loss 0.0097):  52%|█████▏    | 8319/16050 [1:31:52<1:06:33,  1.94it/s]
Training 2/3 epoch (loss 0.0097):  52%|█████▏    | 8320/16050 [1:31:52<1:02:49,  2.05it/s]
Training 2/3 epoch (loss 0.4586):  52%|█████▏    | 8320/16050 [1:31:52<1:02:49,  2.05it/s]
Training 2/3 epoch (loss 0.4586):  52%|█████▏    | 8321/16050 [1:31:52<1:02:31,  2.06it/s]
Training 2/3 epoch (loss 0.0711):  52%|█████▏    | 8321/16050 [1:31:53<1:02:31,  2.06it/s]
Training 2/3 epoch (loss 0.0711):  52%|█████▏    | 8322/16050 [1:31:53<1:15:44,  1.70it/s]
Training 2/3 epoch (loss 0.0186):  52%|█████▏    | 8322/16050 [1:31:54<1:15:44,  1.70it/s]
Training 2/3 epoch (loss 0.0186):  52%|█████▏    | 8323/16050 [1:31:54<1:42:53,  1.25it/s]
Training 2/3 epoch (loss 0.0074):  52%|█████▏    | 8323/16050 [1:31:55<1:42:53,  1.25it/s]
Training 2/3 epoch (loss 0.0074):  52%|█████▏    | 8324/16050 [1:31:55<1:33:34,  1.38it/s]
Training 2/3 epoch (loss 0.3244):  52%|█████▏    | 8324/16050 [1:31:55<1:33:34,  1.38it/s]
Training 2/3 epoch (loss 0.3244):  52%|█████▏    | 8325/16050 [1:31:55<1:23:00,  1.55it/s]
Training 2/3 epoch (loss 0.0704):  52%|█████▏    | 8325/16050 [1:31:56<1:23:00,  1.55it/s]
Training 2/3 epoch (loss 0.0704):  52%|█████▏    | 8326/16050 [1:31:56<1:21:35,  1.58it/s]
Training 2/3 epoch (loss 0.0295):  52%|█████▏    | 8326/16050 [1:31:57<1:21:35,  1.58it/s]
Training 2/3 epoch (loss 0.0295):  52%|█████▏    | 8327/16050 [1:31:57<1:30:30,  1.42it/s]
Training 2/3 epoch (loss 0.0436):  52%|█████▏    | 8327/16050 [1:31:58<1:30:30,  1.42it/s]
Training 2/3 epoch (loss 0.0436):  52%|█████▏    | 8328/16050 [1:31:58<1:27:10,  1.48it/s]
Training 2/3 epoch (loss 0.2776):  52%|█████▏    | 8328/16050 [1:32:00<1:27:10,  1.48it/s]
Training 2/3 epoch (loss 0.2776):  52%|█████▏    | 8329/16050 [1:32:00<2:27:47,  1.15s/it]
Training 2/3 epoch (loss 0.0008):  52%|█████▏    | 8329/16050 [1:32:00<2:27:47,  1.15s/it]
Training 2/3 epoch (loss 0.0008):  52%|█████▏    | 8330/16050 [1:32:00<2:06:50,  1.01it/s]
Training 2/3 epoch (loss 0.0001):  52%|█████▏    | 8330/16050 [1:32:01<2:06:50,  1.01it/s]
Training 2/3 epoch (loss 0.0001):  52%|█████▏    | 8331/16050 [1:32:01<1:49:46,  1.17it/s]
Training 2/3 epoch (loss 0.0119):  52%|█████▏    | 8331/16050 [1:32:02<1:49:46,  1.17it/s]
Training 2/3 epoch (loss 0.0119):  52%|█████▏    | 8332/16050 [1:32:02<1:37:56,  1.31it/s]
Training 2/3 epoch (loss 0.0033):  52%|█████▏    | 8332/16050 [1:32:02<1:37:56,  1.31it/s]
Training 2/3 epoch (loss 0.0033):  52%|█████▏    | 8333/16050 [1:32:02<1:25:52,  1.50it/s]
Training 2/3 epoch (loss 0.0351):  52%|█████▏    | 8333/16050 [1:32:02<1:25:52,  1.50it/s]
Training 2/3 epoch (loss 0.0351):  52%|█████▏    | 8334/16050 [1:32:02<1:17:41,  1.66it/s]
Training 2/3 epoch (loss 0.0219):  52%|█████▏    | 8334/16050 [1:32:03<1:17:41,  1.66it/s]
Training 2/3 epoch (loss 0.0219):  52%|█████▏    | 8335/16050 [1:32:03<1:15:00,  1.71it/s]
Training 2/3 epoch (loss 0.0008):  52%|█████▏    | 8335/16050 [1:32:03<1:15:00,  1.71it/s]
Training 2/3 epoch (loss 0.0008):  52%|█████▏    | 8336/16050 [1:32:03<1:10:15,  1.83it/s]
Training 2/3 epoch (loss 0.3624):  52%|█████▏    | 8336/16050 [1:32:04<1:10:15,  1.83it/s]
Training 2/3 epoch (loss 0.3624):  52%|█████▏    | 8337/16050 [1:32:04<1:12:31,  1.77it/s]
Training 2/3 epoch (loss 0.1532):  52%|█████▏    | 8337/16050 [1:32:05<1:12:31,  1.77it/s]
Training 2/3 epoch (loss 0.1532):  52%|█████▏    | 8338/16050 [1:32:05<1:11:16,  1.80it/s]
Training 2/3 epoch (loss 0.0928):  52%|█████▏    | 8338/16050 [1:32:05<1:11:16,  1.80it/s]
Training 2/3 epoch (loss 0.0928):  52%|█████▏    | 8339/16050 [1:32:05<1:22:48,  1.55it/s]
Training 2/3 epoch (loss 0.0000):  52%|█████▏    | 8339/16050 [1:32:06<1:22:48,  1.55it/s]
Training 2/3 epoch (loss 0.0000):  52%|█████▏    | 8340/16050 [1:32:06<1:14:27,  1.73it/s]
Training 2/3 epoch (loss 0.0476):  52%|█████▏    | 8340/16050 [1:32:06<1:14:27,  1.73it/s]
Training 2/3 epoch (loss 0.0476):  52%|█████▏    | 8341/16050 [1:32:06<1:15:45,  1.70it/s]
Training 2/3 epoch (loss 0.0647):  52%|█████▏    | 8341/16050 [1:32:07<1:15:45,  1.70it/s]
Training 2/3 epoch (loss 0.0647):  52%|█████▏    | 8342/16050 [1:32:07<1:18:30,  1.64it/s]
Training 2/3 epoch (loss 0.0125):  52%|█████▏    | 8342/16050 [1:32:07<1:18:30,  1.64it/s]
Training 2/3 epoch (loss 0.0125):  52%|█████▏    | 8343/16050 [1:32:07<1:08:22,  1.88it/s]
Training 2/3 epoch (loss 0.0200):  52%|█████▏    | 8343/16050 [1:32:09<1:08:22,  1.88it/s]
Training 2/3 epoch (loss 0.0200):  52%|█████▏    | 8344/16050 [1:32:09<1:35:33,  1.34it/s]
Training 2/3 epoch (loss 0.0049):  52%|█████▏    | 8344/16050 [1:32:10<1:35:33,  1.34it/s]
Training 2/3 epoch (loss 0.0049):  52%|█████▏    | 8345/16050 [1:32:10<1:38:49,  1.30it/s]
Training 2/3 epoch (loss 0.0883):  52%|█████▏    | 8345/16050 [1:32:10<1:38:49,  1.30it/s]
Training 2/3 epoch (loss 0.0883):  52%|█████▏    | 8346/16050 [1:32:10<1:32:01,  1.40it/s]
Training 2/3 epoch (loss 0.3691):  52%|█████▏    | 8346/16050 [1:32:11<1:32:01,  1.40it/s]
Training 2/3 epoch (loss 0.3691):  52%|█████▏    | 8347/16050 [1:32:11<1:35:55,  1.34it/s]
Training 2/3 epoch (loss 0.7042):  52%|█████▏    | 8347/16050 [1:32:11<1:35:55,  1.34it/s]
Training 2/3 epoch (loss 0.7042):  52%|█████▏    | 8348/16050 [1:32:11<1:22:34,  1.55it/s]
Training 2/3 epoch (loss 0.0033):  52%|█████▏    | 8348/16050 [1:32:12<1:22:34,  1.55it/s]
Training 2/3 epoch (loss 0.0033):  52%|█████▏    | 8349/16050 [1:32:12<1:13:28,  1.75it/s]
Training 2/3 epoch (loss 0.4949):  52%|█████▏    | 8349/16050 [1:32:12<1:13:28,  1.75it/s]
Training 2/3 epoch (loss 0.4949):  52%|█████▏    | 8350/16050 [1:32:12<1:03:13,  2.03it/s]
Training 2/3 epoch (loss 0.6873):  52%|█████▏    | 8350/16050 [1:32:13<1:03:13,  2.03it/s]
Training 2/3 epoch (loss 0.6873):  52%|█████▏    | 8351/16050 [1:32:13<1:07:01,  1.91it/s]
Training 2/3 epoch (loss 0.2332):  52%|█████▏    | 8351/16050 [1:32:13<1:07:01,  1.91it/s]
Training 2/3 epoch (loss 0.2332):  52%|█████▏    | 8352/16050 [1:32:13<1:04:43,  1.98it/s]
Training 2/3 epoch (loss 0.2073):  52%|█████▏    | 8352/16050 [1:32:14<1:04:43,  1.98it/s]
Training 2/3 epoch (loss 0.2073):  52%|█████▏    | 8353/16050 [1:32:14<1:10:59,  1.81it/s]
Training 2/3 epoch (loss 0.2306):  52%|█████▏    | 8353/16050 [1:32:14<1:10:59,  1.81it/s]
Training 2/3 epoch (loss 0.2306):  52%|█████▏    | 8354/16050 [1:32:14<1:13:27,  1.75it/s]
Training 2/3 epoch (loss 0.0003):  52%|█████▏    | 8354/16050 [1:32:15<1:13:27,  1.75it/s]
Training 2/3 epoch (loss 0.0003):  52%|█████▏    | 8355/16050 [1:32:15<1:07:20,  1.90it/s]
Training 2/3 epoch (loss 0.0547):  52%|█████▏    | 8355/16050 [1:32:15<1:07:20,  1.90it/s]
Training 2/3 epoch (loss 0.0547):  52%|█████▏    | 8356/16050 [1:32:15<1:12:39,  1.76it/s]
Training 2/3 epoch (loss 0.0336):  52%|█████▏    | 8356/16050 [1:32:16<1:12:39,  1.76it/s]
Training 2/3 epoch (loss 0.0336):  52%|█████▏    | 8357/16050 [1:32:16<1:15:59,  1.69it/s]
Training 2/3 epoch (loss 0.1920):  52%|█████▏    | 8357/16050 [1:32:17<1:15:59,  1.69it/s]
Training 2/3 epoch (loss 0.1920):  52%|█████▏    | 8358/16050 [1:32:17<1:08:56,  1.86it/s]
Training 2/3 epoch (loss 0.1029):  52%|█████▏    | 8358/16050 [1:32:17<1:08:56,  1.86it/s]
Training 2/3 epoch (loss 0.1029):  52%|█████▏    | 8359/16050 [1:32:17<1:10:43,  1.81it/s]
Training 2/3 epoch (loss 0.0002):  52%|█████▏    | 8359/16050 [1:32:18<1:10:43,  1.81it/s]
Training 2/3 epoch (loss 0.0002):  52%|█████▏    | 8360/16050 [1:32:18<1:12:15,  1.77it/s]
Training 2/3 epoch (loss 0.0058):  52%|█████▏    | 8360/16050 [1:32:18<1:12:15,  1.77it/s]
Training 2/3 epoch (loss 0.0058):  52%|█████▏    | 8361/16050 [1:32:18<1:09:12,  1.85it/s]
Training 2/3 epoch (loss 0.0692):  52%|█████▏    | 8361/16050 [1:32:19<1:09:12,  1.85it/s]
Training 2/3 epoch (loss 0.0692):  52%|█████▏    | 8362/16050 [1:32:19<1:08:59,  1.86it/s]
Training 2/3 epoch (loss 0.1265):  52%|█████▏    | 8362/16050 [1:32:19<1:08:59,  1.86it/s]
Training 2/3 epoch (loss 0.1265):  52%|█████▏    | 8363/16050 [1:32:19<1:05:17,  1.96it/s]
Training 2/3 epoch (loss 0.0005):  52%|█████▏    | 8363/16050 [1:32:20<1:05:17,  1.96it/s]
Training 2/3 epoch (loss 0.0005):  52%|█████▏    | 8364/16050 [1:32:20<1:00:57,  2.10it/s]
Training 2/3 epoch (loss 0.0305):  52%|█████▏    | 8364/16050 [1:32:20<1:00:57,  2.10it/s]
Training 2/3 epoch (loss 0.0305):  52%|█████▏    | 8365/16050 [1:32:20<1:06:56,  1.91it/s]
Training 2/3 epoch (loss 0.0039):  52%|█████▏    | 8365/16050 [1:32:21<1:06:56,  1.91it/s]
Training 2/3 epoch (loss 0.0039):  52%|█████▏    | 8366/16050 [1:32:21<1:06:35,  1.92it/s]
Training 2/3 epoch (loss 0.0110):  52%|█████▏    | 8366/16050 [1:32:21<1:06:35,  1.92it/s]
Training 2/3 epoch (loss 0.0110):  52%|█████▏    | 8367/16050 [1:32:21<1:06:23,  1.93it/s]
Training 2/3 epoch (loss 0.0005):  52%|█████▏    | 8367/16050 [1:32:22<1:06:23,  1.93it/s]
Training 2/3 epoch (loss 0.0005):  52%|█████▏    | 8368/16050 [1:32:22<1:03:39,  2.01it/s]
Training 2/3 epoch (loss 0.4444):  52%|█████▏    | 8368/16050 [1:32:23<1:03:39,  2.01it/s]
Training 2/3 epoch (loss 0.4444):  52%|█████▏    | 8369/16050 [1:32:23<1:45:23,  1.21it/s]
Training 2/3 epoch (loss 0.0156):  52%|█████▏    | 8369/16050 [1:32:24<1:45:23,  1.21it/s]
Training 2/3 epoch (loss 0.0156):  52%|█████▏    | 8370/16050 [1:32:24<1:35:03,  1.35it/s]
Training 2/3 epoch (loss 0.2143):  52%|█████▏    | 8370/16050 [1:32:24<1:35:03,  1.35it/s]
Training 2/3 epoch (loss 0.2143):  52%|█████▏    | 8371/16050 [1:32:24<1:21:38,  1.57it/s]
Training 2/3 epoch (loss 0.0151):  52%|█████▏    | 8371/16050 [1:32:25<1:21:38,  1.57it/s]
Training 2/3 epoch (loss 0.0151):  52%|█████▏    | 8372/16050 [1:32:25<1:15:12,  1.70it/s]
Training 2/3 epoch (loss 0.0043):  52%|█████▏    | 8372/16050 [1:32:25<1:15:12,  1.70it/s]
Training 2/3 epoch (loss 0.0043):  52%|█████▏    | 8373/16050 [1:32:25<1:08:11,  1.88it/s]
Training 2/3 epoch (loss 0.0055):  52%|█████▏    | 8373/16050 [1:32:26<1:08:11,  1.88it/s]
Training 2/3 epoch (loss 0.0055):  52%|█████▏    | 8374/16050 [1:32:26<1:16:48,  1.67it/s]
Training 2/3 epoch (loss 0.0522):  52%|█████▏    | 8374/16050 [1:32:27<1:16:48,  1.67it/s]
Training 2/3 epoch (loss 0.0522):  52%|█████▏    | 8375/16050 [1:32:27<1:24:08,  1.52it/s]
Training 2/3 epoch (loss 0.0149):  52%|█████▏    | 8375/16050 [1:32:27<1:24:08,  1.52it/s]
Training 2/3 epoch (loss 0.0149):  52%|█████▏    | 8376/16050 [1:32:27<1:16:36,  1.67it/s]
Training 2/3 epoch (loss 0.0207):  52%|█████▏    | 8376/16050 [1:32:28<1:16:36,  1.67it/s]
Training 2/3 epoch (loss 0.0207):  52%|█████▏    | 8377/16050 [1:32:28<1:21:09,  1.58it/s]
Training 2/3 epoch (loss 0.1620):  52%|█████▏    | 8377/16050 [1:32:28<1:21:09,  1.58it/s]
Training 2/3 epoch (loss 0.1620):  52%|█████▏    | 8378/16050 [1:32:28<1:15:31,  1.69it/s]
Training 2/3 epoch (loss 0.0086):  52%|█████▏    | 8378/16050 [1:32:29<1:15:31,  1.69it/s]
Training 2/3 epoch (loss 0.0086):  52%|█████▏    | 8379/16050 [1:32:29<1:24:39,  1.51it/s]
Training 2/3 epoch (loss 0.0211):  52%|█████▏    | 8379/16050 [1:32:30<1:24:39,  1.51it/s]
Training 2/3 epoch (loss 0.0211):  52%|█████▏    | 8380/16050 [1:32:30<1:29:21,  1.43it/s]
Training 2/3 epoch (loss 0.0556):  52%|█████▏    | 8380/16050 [1:32:31<1:29:21,  1.43it/s]
Training 2/3 epoch (loss 0.0556):  52%|█████▏    | 8381/16050 [1:32:31<1:29:47,  1.42it/s]
Training 2/3 epoch (loss 0.0147):  52%|█████▏    | 8381/16050 [1:32:31<1:29:47,  1.42it/s]
Training 2/3 epoch (loss 0.0147):  52%|█████▏    | 8382/16050 [1:32:31<1:23:59,  1.52it/s]
Training 2/3 epoch (loss 0.0081):  52%|█████▏    | 8382/16050 [1:32:32<1:23:59,  1.52it/s]
Training 2/3 epoch (loss 0.0081):  52%|█████▏    | 8383/16050 [1:32:32<1:17:07,  1.66it/s]
Training 2/3 epoch (loss 0.0015):  52%|█████▏    | 8383/16050 [1:32:32<1:17:07,  1.66it/s]
Training 2/3 epoch (loss 0.0015):  52%|█████▏    | 8384/16050 [1:32:32<1:11:46,  1.78it/s]
Training 2/3 epoch (loss 0.1940):  52%|█████▏    | 8384/16050 [1:32:33<1:11:46,  1.78it/s]
Training 2/3 epoch (loss 0.1940):  52%|█████▏    | 8385/16050 [1:32:33<1:09:55,  1.83it/s]
Training 2/3 epoch (loss 0.0170):  52%|█████▏    | 8385/16050 [1:32:33<1:09:55,  1.83it/s]
Training 2/3 epoch (loss 0.0170):  52%|█████▏    | 8386/16050 [1:32:33<1:05:14,  1.96it/s]
Training 2/3 epoch (loss 0.0463):  52%|█████▏    | 8386/16050 [1:32:34<1:05:14,  1.96it/s]
Training 2/3 epoch (loss 0.0463):  52%|█████▏    | 8387/16050 [1:32:34<1:08:40,  1.86it/s]
Training 2/3 epoch (loss 0.4415):  52%|█████▏    | 8387/16050 [1:32:34<1:08:40,  1.86it/s]
Training 2/3 epoch (loss 0.4415):  52%|█████▏    | 8388/16050 [1:32:34<1:10:25,  1.81it/s]
Training 2/3 epoch (loss 0.0032):  52%|█████▏    | 8388/16050 [1:32:35<1:10:25,  1.81it/s]
Training 2/3 epoch (loss 0.0032):  52%|█████▏    | 8389/16050 [1:32:35<1:30:30,  1.41it/s]
Training 2/3 epoch (loss 0.3844):  52%|█████▏    | 8389/16050 [1:32:36<1:30:30,  1.41it/s]
Training 2/3 epoch (loss 0.3844):  52%|█████▏    | 8390/16050 [1:32:36<1:28:11,  1.45it/s]
Training 2/3 epoch (loss 0.0044):  52%|█████▏    | 8390/16050 [1:32:36<1:28:11,  1.45it/s]
Training 2/3 epoch (loss 0.0044):  52%|█████▏    | 8391/16050 [1:32:36<1:17:08,  1.65it/s]
Training 2/3 epoch (loss 0.0558):  52%|█████▏    | 8391/16050 [1:32:37<1:17:08,  1.65it/s]
Training 2/3 epoch (loss 0.0558):  52%|█████▏    | 8392/16050 [1:32:37<1:24:52,  1.50it/s]
Training 2/3 epoch (loss 0.0353):  52%|█████▏    | 8392/16050 [1:32:38<1:24:52,  1.50it/s]
Training 2/3 epoch (loss 0.0353):  52%|█████▏    | 8393/16050 [1:32:38<1:17:34,  1.65it/s]
Training 2/3 epoch (loss 0.0060):  52%|█████▏    | 8393/16050 [1:32:38<1:17:34,  1.65it/s]
Training 2/3 epoch (loss 0.0060):  52%|█████▏    | 8394/16050 [1:32:38<1:12:08,  1.77it/s]
Training 2/3 epoch (loss 0.2767):  52%|█████▏    | 8394/16050 [1:32:38<1:12:08,  1.77it/s]
Training 2/3 epoch (loss 0.2767):  52%|█████▏    | 8395/16050 [1:32:38<1:02:35,  2.04it/s]
Training 2/3 epoch (loss 0.0173):  52%|█████▏    | 8395/16050 [1:32:39<1:02:35,  2.04it/s]
Training 2/3 epoch (loss 0.0173):  52%|█████▏    | 8396/16050 [1:32:39<1:07:11,  1.90it/s]
Training 2/3 epoch (loss 0.0001):  52%|█████▏    | 8396/16050 [1:32:40<1:07:11,  1.90it/s]
Training 2/3 epoch (loss 0.0001):  52%|█████▏    | 8397/16050 [1:32:40<1:07:08,  1.90it/s]
Training 2/3 epoch (loss 0.1023):  52%|█████▏    | 8397/16050 [1:32:40<1:07:08,  1.90it/s]
Training 2/3 epoch (loss 0.1023):  52%|█████▏    | 8398/16050 [1:32:40<1:09:18,  1.84it/s]
Training 2/3 epoch (loss 0.0022):  52%|█████▏    | 8398/16050 [1:32:41<1:09:18,  1.84it/s]
Training 2/3 epoch (loss 0.0022):  52%|█████▏    | 8399/16050 [1:32:41<1:15:15,  1.69it/s]
Training 2/3 epoch (loss 0.0007):  52%|█████▏    | 8399/16050 [1:32:41<1:15:15,  1.69it/s]
Training 2/3 epoch (loss 0.0007):  52%|█████▏    | 8400/16050 [1:32:41<1:09:09,  1.84it/s]
Training 2/3 epoch (loss 0.1550):  52%|█████▏    | 8400/16050 [1:32:44<1:09:09,  1.84it/s]
Training 2/3 epoch (loss 0.1550):  52%|█████▏    | 8401/16050 [1:32:44<2:18:42,  1.09s/it]
Training 2/3 epoch (loss 0.4186):  52%|█████▏    | 8401/16050 [1:32:44<2:18:42,  1.09s/it]
Training 2/3 epoch (loss 0.4186):  52%|█████▏    | 8402/16050 [1:32:44<1:50:52,  1.15it/s]
Training 2/3 epoch (loss 0.0378):  52%|█████▏    | 8402/16050 [1:32:45<1:50:52,  1.15it/s]
Training 2/3 epoch (loss 0.0378):  52%|█████▏    | 8403/16050 [1:32:45<1:41:21,  1.26it/s]
Training 2/3 epoch (loss 0.1951):  52%|█████▏    | 8403/16050 [1:32:45<1:41:21,  1.26it/s]
Training 2/3 epoch (loss 0.1951):  52%|█████▏    | 8404/16050 [1:32:45<1:31:35,  1.39it/s]
Training 2/3 epoch (loss 0.1445):  52%|█████▏    | 8404/16050 [1:32:46<1:31:35,  1.39it/s]
Training 2/3 epoch (loss 0.1445):  52%|█████▏    | 8405/16050 [1:32:46<1:21:51,  1.56it/s]
Training 2/3 epoch (loss 0.0008):  52%|█████▏    | 8405/16050 [1:32:46<1:21:51,  1.56it/s]
Training 2/3 epoch (loss 0.0008):  52%|█████▏    | 8406/16050 [1:32:46<1:20:47,  1.58it/s]
Training 2/3 epoch (loss 0.0051):  52%|█████▏    | 8406/16050 [1:32:48<1:20:47,  1.58it/s]
Training 2/3 epoch (loss 0.0051):  52%|█████▏    | 8407/16050 [1:32:48<1:51:12,  1.15it/s]
Training 2/3 epoch (loss 0.0232):  52%|█████▏    | 8407/16050 [1:32:48<1:51:12,  1.15it/s]
Training 2/3 epoch (loss 0.0232):  52%|█████▏    | 8408/16050 [1:32:48<1:31:48,  1.39it/s]
Training 2/3 epoch (loss 0.0062):  52%|█████▏    | 8408/16050 [1:32:49<1:31:48,  1.39it/s]
Training 2/3 epoch (loss 0.0062):  52%|█████▏    | 8409/16050 [1:32:49<1:28:17,  1.44it/s]
Training 2/3 epoch (loss 0.0039):  52%|█████▏    | 8409/16050 [1:32:49<1:28:17,  1.44it/s]
Training 2/3 epoch (loss 0.0039):  52%|█████▏    | 8410/16050 [1:32:49<1:26:26,  1.47it/s]
Training 2/3 epoch (loss 0.0084):  52%|█████▏    | 8410/16050 [1:32:50<1:26:26,  1.47it/s]
Training 2/3 epoch (loss 0.0084):  52%|█████▏    | 8411/16050 [1:32:50<1:26:11,  1.48it/s]
Training 2/3 epoch (loss 0.0019):  52%|█████▏    | 8411/16050 [1:32:50<1:26:11,  1.48it/s]
Training 2/3 epoch (loss 0.0019):  52%|█████▏    | 8412/16050 [1:32:50<1:16:18,  1.67it/s]
Training 2/3 epoch (loss 0.0050):  52%|█████▏    | 8412/16050 [1:32:51<1:16:18,  1.67it/s]
Training 2/3 epoch (loss 0.0050):  52%|█████▏    | 8413/16050 [1:32:51<1:16:34,  1.66it/s]
Training 2/3 epoch (loss 0.0104):  52%|█████▏    | 8413/16050 [1:32:52<1:16:34,  1.66it/s]
Training 2/3 epoch (loss 0.0104):  52%|█████▏    | 8414/16050 [1:32:52<1:19:23,  1.60it/s]
Training 2/3 epoch (loss 0.0021):  52%|█████▏    | 8414/16050 [1:32:52<1:19:23,  1.60it/s]
Training 2/3 epoch (loss 0.0021):  52%|█████▏    | 8415/16050 [1:32:52<1:17:49,  1.63it/s]
Training 2/3 epoch (loss 0.3308):  52%|█████▏    | 8415/16050 [1:32:53<1:17:49,  1.63it/s]
Training 2/3 epoch (loss 0.3308):  52%|█████▏    | 8416/16050 [1:32:53<1:11:35,  1.78it/s]
Training 2/3 epoch (loss 0.0001):  52%|█████▏    | 8416/16050 [1:32:53<1:11:35,  1.78it/s]
Training 2/3 epoch (loss 0.0001):  52%|█████▏    | 8417/16050 [1:32:53<1:04:54,  1.96it/s]
Training 2/3 epoch (loss 0.0010):  52%|█████▏    | 8417/16050 [1:32:54<1:04:54,  1.96it/s]
Training 2/3 epoch (loss 0.0010):  52%|█████▏    | 8418/16050 [1:32:54<1:15:10,  1.69it/s]
Training 2/3 epoch (loss 0.0001):  52%|█████▏    | 8418/16050 [1:32:54<1:15:10,  1.69it/s]
Training 2/3 epoch (loss 0.0001):  52%|█████▏    | 8419/16050 [1:32:54<1:10:18,  1.81it/s]
Training 2/3 epoch (loss 0.4903):  52%|█████▏    | 8419/16050 [1:32:55<1:10:18,  1.81it/s]
Training 2/3 epoch (loss 0.4903):  52%|█████▏    | 8420/16050 [1:32:55<1:14:29,  1.71it/s]
Training 2/3 epoch (loss 0.0973):  52%|█████▏    | 8420/16050 [1:32:56<1:14:29,  1.71it/s]
Training 2/3 epoch (loss 0.0973):  52%|█████▏    | 8421/16050 [1:32:56<1:15:53,  1.68it/s]
Training 2/3 epoch (loss 0.0024):  52%|█████▏    | 8421/16050 [1:32:56<1:15:53,  1.68it/s]
Training 2/3 epoch (loss 0.0024):  52%|█████▏    | 8422/16050 [1:32:56<1:18:06,  1.63it/s]
Training 2/3 epoch (loss 0.0093):  52%|█████▏    | 8422/16050 [1:32:57<1:18:06,  1.63it/s]
Training 2/3 epoch (loss 0.0093):  52%|█████▏    | 8423/16050 [1:32:57<1:16:28,  1.66it/s]
Training 2/3 epoch (loss 0.0034):  52%|█████▏    | 8423/16050 [1:32:58<1:16:28,  1.66it/s]
Training 2/3 epoch (loss 0.0034):  52%|█████▏    | 8424/16050 [1:32:58<1:18:58,  1.61it/s]
Training 2/3 epoch (loss 0.0001):  52%|█████▏    | 8424/16050 [1:32:58<1:18:58,  1.61it/s]
Training 2/3 epoch (loss 0.0001):  52%|█████▏    | 8425/16050 [1:32:58<1:10:38,  1.80it/s]
Training 2/3 epoch (loss 0.3417):  52%|█████▏    | 8425/16050 [1:32:58<1:10:38,  1.80it/s]
Training 2/3 epoch (loss 0.3417):  52%|█████▏    | 8426/16050 [1:32:58<1:04:36,  1.97it/s]
Training 2/3 epoch (loss 0.0075):  52%|█████▏    | 8426/16050 [1:32:59<1:04:36,  1.97it/s]
Training 2/3 epoch (loss 0.0075):  53%|█████▎    | 8427/16050 [1:32:59<1:03:45,  1.99it/s]
Training 2/3 epoch (loss 0.0006):  53%|█████▎    | 8427/16050 [1:32:59<1:03:45,  1.99it/s]
Training 2/3 epoch (loss 0.0006):  53%|█████▎    | 8428/16050 [1:32:59<1:01:57,  2.05it/s]
Training 2/3 epoch (loss 0.3414):  53%|█████▎    | 8428/16050 [1:33:00<1:01:57,  2.05it/s]
Training 2/3 epoch (loss 0.3414):  53%|█████▎    | 8429/16050 [1:33:00<54:56,  2.31it/s]  
Training 2/3 epoch (loss 0.4145):  53%|█████▎    | 8429/16050 [1:33:00<54:56,  2.31it/s]
Training 2/3 epoch (loss 0.4145):  53%|█████▎    | 8430/16050 [1:33:00<1:01:22,  2.07it/s]
Training 2/3 epoch (loss 0.0002):  53%|█████▎    | 8430/16050 [1:33:01<1:01:22,  2.07it/s]
Training 2/3 epoch (loss 0.0002):  53%|█████▎    | 8431/16050 [1:33:01<58:46,  2.16it/s]  
Training 2/3 epoch (loss 0.3675):  53%|█████▎    | 8431/16050 [1:33:01<58:46,  2.16it/s]
Training 2/3 epoch (loss 0.3675):  53%|█████▎    | 8432/16050 [1:33:01<1:08:45,  1.85it/s]
Training 2/3 epoch (loss 0.0000):  53%|█████▎    | 8432/16050 [1:33:02<1:08:45,  1.85it/s]
Training 2/3 epoch (loss 0.0000):  53%|█████▎    | 8433/16050 [1:33:02<1:04:09,  1.98it/s]
Training 2/3 epoch (loss 0.0016):  53%|█████▎    | 8433/16050 [1:33:02<1:04:09,  1.98it/s]
Training 2/3 epoch (loss 0.0016):  53%|█████▎    | 8434/16050 [1:33:02<1:06:39,  1.90it/s]
Training 2/3 epoch (loss 0.0035):  53%|█████▎    | 8434/16050 [1:33:03<1:06:39,  1.90it/s]
Training 2/3 epoch (loss 0.0035):  53%|█████▎    | 8435/16050 [1:33:03<1:11:05,  1.79it/s]
Training 2/3 epoch (loss 0.0748):  53%|█████▎    | 8435/16050 [1:33:03<1:11:05,  1.79it/s]
Training 2/3 epoch (loss 0.0748):  53%|█████▎    | 8436/16050 [1:33:03<1:05:36,  1.93it/s]
Training 2/3 epoch (loss 0.0002):  53%|█████▎    | 8436/16050 [1:33:04<1:05:36,  1.93it/s]
Training 2/3 epoch (loss 0.0002):  53%|█████▎    | 8437/16050 [1:33:04<1:01:26,  2.06it/s]
Training 2/3 epoch (loss 0.0212):  53%|█████▎    | 8437/16050 [1:33:04<1:01:26,  2.06it/s]
Training 2/3 epoch (loss 0.0212):  53%|█████▎    | 8438/16050 [1:33:04<58:52,  2.15it/s]  
Training 2/3 epoch (loss 0.0465):  53%|█████▎    | 8438/16050 [1:33:05<58:52,  2.15it/s]
Training 2/3 epoch (loss 0.0465):  53%|█████▎    | 8439/16050 [1:33:05<1:08:14,  1.86it/s]
Training 2/3 epoch (loss 0.0525):  53%|█████▎    | 8439/16050 [1:33:05<1:08:14,  1.86it/s]
Training 2/3 epoch (loss 0.0525):  53%|█████▎    | 8440/16050 [1:33:05<1:02:57,  2.01it/s]
Training 2/3 epoch (loss 0.0020):  53%|█████▎    | 8440/16050 [1:33:06<1:02:57,  2.01it/s]
Training 2/3 epoch (loss 0.0020):  53%|█████▎    | 8441/16050 [1:33:06<59:39,  2.13it/s]  
Training 2/3 epoch (loss 0.0742):  53%|█████▎    | 8441/16050 [1:33:06<59:39,  2.13it/s]
Training 2/3 epoch (loss 0.0742):  53%|█████▎    | 8442/16050 [1:33:06<57:30,  2.20it/s]
Training 2/3 epoch (loss 0.0001):  53%|█████▎    | 8442/16050 [1:33:07<57:30,  2.20it/s]
Training 2/3 epoch (loss 0.0001):  53%|█████▎    | 8443/16050 [1:33:07<55:32,  2.28it/s]
Training 2/3 epoch (loss 0.0759):  53%|█████▎    | 8443/16050 [1:33:07<55:32,  2.28it/s]
Training 2/3 epoch (loss 0.0759):  53%|█████▎    | 8444/16050 [1:33:07<50:03,  2.53it/s]
Training 2/3 epoch (loss 0.0655):  53%|█████▎    | 8444/16050 [1:33:07<50:03,  2.53it/s]
Training 2/3 epoch (loss 0.0655):  53%|█████▎    | 8445/16050 [1:33:07<53:15,  2.38it/s]
Training 2/3 epoch (loss 0.0004):  53%|█████▎    | 8445/16050 [1:33:08<53:15,  2.38it/s]
Training 2/3 epoch (loss 0.0004):  53%|█████▎    | 8446/16050 [1:33:08<57:57,  2.19it/s]
Training 2/3 epoch (loss 0.0032):  53%|█████▎    | 8446/16050 [1:33:08<57:57,  2.19it/s]
Training 2/3 epoch (loss 0.0032):  53%|█████▎    | 8447/16050 [1:33:08<56:36,  2.24it/s]
Training 2/3 epoch (loss 0.5006):  53%|█████▎    | 8447/16050 [1:33:09<56:36,  2.24it/s]
Training 2/3 epoch (loss 0.5006):  53%|█████▎    | 8448/16050 [1:33:09<54:18,  2.33it/s]
Training 2/3 epoch (loss 0.4668):  53%|█████▎    | 8448/16050 [1:33:09<54:18,  2.33it/s]
Training 2/3 epoch (loss 0.4668):  53%|█████▎    | 8449/16050 [1:33:09<57:57,  2.19it/s]
Training 2/3 epoch (loss 0.0513):  53%|█████▎    | 8449/16050 [1:33:11<57:57,  2.19it/s]
Training 2/3 epoch (loss 0.0513):  53%|█████▎    | 8450/16050 [1:33:11<1:32:35,  1.37it/s]
Training 2/3 epoch (loss 0.3623):  53%|█████▎    | 8450/16050 [1:33:11<1:32:35,  1.37it/s]
Training 2/3 epoch (loss 0.3623):  53%|█████▎    | 8451/16050 [1:33:11<1:18:02,  1.62it/s]
Training 2/3 epoch (loss 0.1530):  53%|█████▎    | 8451/16050 [1:33:13<1:18:02,  1.62it/s]
Training 2/3 epoch (loss 0.1530):  53%|█████▎    | 8452/16050 [1:33:13<2:19:52,  1.10s/it]
Training 2/3 epoch (loss 0.1902):  53%|█████▎    | 8452/16050 [1:33:14<2:19:52,  1.10s/it]
Training 2/3 epoch (loss 0.1902):  53%|█████▎    | 8453/16050 [1:33:14<2:01:06,  1.05it/s]
Training 2/3 epoch (loss 0.5020):  53%|█████▎    | 8453/16050 [1:33:14<2:01:06,  1.05it/s]
Training 2/3 epoch (loss 0.5020):  53%|█████▎    | 8454/16050 [1:33:14<1:38:43,  1.28it/s]
Training 2/3 epoch (loss 0.5257):  53%|█████▎    | 8454/16050 [1:33:14<1:38:43,  1.28it/s]
Training 2/3 epoch (loss 0.5257):  53%|█████▎    | 8455/16050 [1:33:14<1:20:57,  1.56it/s]
Training 2/3 epoch (loss 0.0027):  53%|█████▎    | 8455/16050 [1:33:15<1:20:57,  1.56it/s]
Training 2/3 epoch (loss 0.0027):  53%|█████▎    | 8456/16050 [1:33:15<1:19:05,  1.60it/s]
Training 2/3 epoch (loss 0.2611):  53%|█████▎    | 8456/16050 [1:33:17<1:19:05,  1.60it/s]
Training 2/3 epoch (loss 0.2611):  53%|█████▎    | 8457/16050 [1:33:17<2:19:55,  1.11s/it]
Training 2/3 epoch (loss 0.0910):  53%|█████▎    | 8457/16050 [1:33:18<2:19:55,  1.11s/it]
Training 2/3 epoch (loss 0.0910):  53%|█████▎    | 8458/16050 [1:33:18<2:06:48,  1.00s/it]
Training 2/3 epoch (loss 0.0746):  53%|█████▎    | 8458/16050 [1:33:19<2:06:48,  1.00s/it]
Training 2/3 epoch (loss 0.0746):  53%|█████▎    | 8459/16050 [1:33:19<1:54:13,  1.11it/s]
Training 2/3 epoch (loss 0.0683):  53%|█████▎    | 8459/16050 [1:33:19<1:54:13,  1.11it/s]
Training 2/3 epoch (loss 0.0683):  53%|█████▎    | 8460/16050 [1:33:19<1:40:57,  1.25it/s]
Training 2/3 epoch (loss 0.1854):  53%|█████▎    | 8460/16050 [1:33:20<1:40:57,  1.25it/s]
Training 2/3 epoch (loss 0.1854):  53%|█████▎    | 8461/16050 [1:33:20<1:23:59,  1.51it/s]
Training 2/3 epoch (loss 0.0003):  53%|█████▎    | 8461/16050 [1:33:20<1:23:59,  1.51it/s]
Training 2/3 epoch (loss 0.0003):  53%|█████▎    | 8462/16050 [1:33:20<1:22:02,  1.54it/s]
Training 2/3 epoch (loss 0.4733):  53%|█████▎    | 8462/16050 [1:33:21<1:22:02,  1.54it/s]
Training 2/3 epoch (loss 0.4733):  53%|█████▎    | 8463/16050 [1:33:21<1:09:24,  1.82it/s]
Training 2/3 epoch (loss 0.0020):  53%|█████▎    | 8463/16050 [1:33:21<1:09:24,  1.82it/s]
Training 2/3 epoch (loss 0.0020):  53%|█████▎    | 8464/16050 [1:33:21<1:20:38,  1.57it/s]
Training 2/3 epoch (loss 0.0002):  53%|█████▎    | 8464/16050 [1:33:22<1:20:38,  1.57it/s]
Training 2/3 epoch (loss 0.0002):  53%|█████▎    | 8465/16050 [1:33:22<1:11:51,  1.76it/s]
Training 2/3 epoch (loss 0.1347):  53%|█████▎    | 8465/16050 [1:33:22<1:11:51,  1.76it/s]
Training 2/3 epoch (loss 0.1347):  53%|█████▎    | 8466/16050 [1:33:22<1:06:02,  1.91it/s]
Training 2/3 epoch (loss 0.0375):  53%|█████▎    | 8466/16050 [1:33:23<1:06:02,  1.91it/s]
Training 2/3 epoch (loss 0.0375):  53%|█████▎    | 8467/16050 [1:33:23<1:09:53,  1.81it/s]
Training 2/3 epoch (loss 0.0039):  53%|█████▎    | 8467/16050 [1:33:24<1:09:53,  1.81it/s]
Training 2/3 epoch (loss 0.0039):  53%|█████▎    | 8468/16050 [1:33:24<1:15:29,  1.67it/s]
Training 2/3 epoch (loss 0.0027):  53%|█████▎    | 8468/16050 [1:33:24<1:15:29,  1.67it/s]
Training 2/3 epoch (loss 0.0027):  53%|█████▎    | 8469/16050 [1:33:24<1:16:09,  1.66it/s]
Training 2/3 epoch (loss 0.0251):  53%|█████▎    | 8469/16050 [1:33:25<1:16:09,  1.66it/s]
Training 2/3 epoch (loss 0.0251):  53%|█████▎    | 8470/16050 [1:33:25<1:24:34,  1.49it/s]
Training 2/3 epoch (loss 0.0051):  53%|█████▎    | 8470/16050 [1:33:25<1:24:34,  1.49it/s]
Training 2/3 epoch (loss 0.0051):  53%|█████▎    | 8471/16050 [1:33:25<1:16:40,  1.65it/s]
Training 2/3 epoch (loss 0.2336):  53%|█████▎    | 8471/16050 [1:33:26<1:16:40,  1.65it/s]
Training 2/3 epoch (loss 0.2336):  53%|█████▎    | 8472/16050 [1:33:26<1:07:42,  1.87it/s]
Training 2/3 epoch (loss 0.0091):  53%|█████▎    | 8472/16050 [1:33:26<1:07:42,  1.87it/s]
Training 2/3 epoch (loss 0.0091):  53%|█████▎    | 8473/16050 [1:33:26<1:02:31,  2.02it/s]
Training 2/3 epoch (loss 0.0199):  53%|█████▎    | 8473/16050 [1:33:27<1:02:31,  2.02it/s]
Training 2/3 epoch (loss 0.0199):  53%|█████▎    | 8474/16050 [1:33:27<59:24,  2.13it/s]  
Training 2/3 epoch (loss 0.0268):  53%|█████▎    | 8474/16050 [1:33:27<59:24,  2.13it/s]
Training 2/3 epoch (loss 0.0268):  53%|█████▎    | 8475/16050 [1:33:27<1:02:21,  2.02it/s]
Training 2/3 epoch (loss 0.0296):  53%|█████▎    | 8475/16050 [1:33:28<1:02:21,  2.02it/s]
Training 2/3 epoch (loss 0.0296):  53%|█████▎    | 8476/16050 [1:33:28<57:23,  2.20it/s]  
Training 2/3 epoch (loss 0.0515):  53%|█████▎    | 8476/16050 [1:33:28<57:23,  2.20it/s]
Training 2/3 epoch (loss 0.0515):  53%|█████▎    | 8477/16050 [1:33:28<56:34,  2.23it/s]
Training 2/3 epoch (loss 0.0057):  53%|█████▎    | 8477/16050 [1:33:29<56:34,  2.23it/s]
Training 2/3 epoch (loss 0.0057):  53%|█████▎    | 8478/16050 [1:33:29<1:12:22,  1.74it/s]
Training 2/3 epoch (loss 0.0495):  53%|█████▎    | 8478/16050 [1:33:29<1:12:22,  1.74it/s]
Training 2/3 epoch (loss 0.0495):  53%|█████▎    | 8479/16050 [1:33:29<1:16:46,  1.64it/s]
Training 2/3 epoch (loss 0.0204):  53%|█████▎    | 8479/16050 [1:33:30<1:16:46,  1.64it/s]
Training 2/3 epoch (loss 0.0204):  53%|█████▎    | 8480/16050 [1:33:30<1:14:33,  1.69it/s]
Training 2/3 epoch (loss 0.4819):  53%|█████▎    | 8480/16050 [1:33:31<1:14:33,  1.69it/s]
Training 2/3 epoch (loss 0.4819):  53%|█████▎    | 8481/16050 [1:33:31<1:12:26,  1.74it/s]
Training 2/3 epoch (loss 0.0050):  53%|█████▎    | 8481/16050 [1:33:31<1:12:26,  1.74it/s]
Training 2/3 epoch (loss 0.0050):  53%|█████▎    | 8482/16050 [1:33:31<1:10:25,  1.79it/s]
Training 2/3 epoch (loss 0.0148):  53%|█████▎    | 8482/16050 [1:33:32<1:10:25,  1.79it/s]
Training 2/3 epoch (loss 0.0148):  53%|█████▎    | 8483/16050 [1:33:32<1:06:31,  1.90it/s]
Training 2/3 epoch (loss 0.3926):  53%|█████▎    | 8483/16050 [1:33:32<1:06:31,  1.90it/s]
Training 2/3 epoch (loss 0.3926):  53%|█████▎    | 8484/16050 [1:33:32<1:01:24,  2.05it/s]
Training 2/3 epoch (loss 0.0106):  53%|█████▎    | 8484/16050 [1:33:33<1:01:24,  2.05it/s]
Training 2/3 epoch (loss 0.0106):  53%|█████▎    | 8485/16050 [1:33:33<1:05:08,  1.94it/s]
Training 2/3 epoch (loss 0.0023):  53%|█████▎    | 8485/16050 [1:33:33<1:05:08,  1.94it/s]
Training 2/3 epoch (loss 0.0023):  53%|█████▎    | 8486/16050 [1:33:33<1:02:45,  2.01it/s]
Training 2/3 epoch (loss 0.3494):  53%|█████▎    | 8486/16050 [1:33:33<1:02:45,  2.01it/s]
Training 2/3 epoch (loss 0.3494):  53%|█████▎    | 8487/16050 [1:33:33<1:01:27,  2.05it/s]
Training 2/3 epoch (loss 0.2892):  53%|█████▎    | 8487/16050 [1:33:34<1:01:27,  2.05it/s]
Training 2/3 epoch (loss 0.2892):  53%|█████▎    | 8488/16050 [1:33:34<1:06:50,  1.89it/s]
Training 2/3 epoch (loss 0.0031):  53%|█████▎    | 8488/16050 [1:33:35<1:06:50,  1.89it/s]
Training 2/3 epoch (loss 0.0031):  53%|█████▎    | 8489/16050 [1:33:35<1:06:33,  1.89it/s]
Training 2/3 epoch (loss 0.1207):  53%|█████▎    | 8489/16050 [1:33:35<1:06:33,  1.89it/s]
Training 2/3 epoch (loss 0.1207):  53%|█████▎    | 8490/16050 [1:33:35<1:06:39,  1.89it/s]
Training 2/3 epoch (loss 0.0365):  53%|█████▎    | 8490/16050 [1:33:36<1:06:39,  1.89it/s]
Training 2/3 epoch (loss 0.0365):  53%|█████▎    | 8491/16050 [1:33:36<1:03:47,  1.98it/s]
Training 2/3 epoch (loss 0.0031):  53%|█████▎    | 8491/16050 [1:33:36<1:03:47,  1.98it/s]
Training 2/3 epoch (loss 0.0031):  53%|█████▎    | 8492/16050 [1:33:36<1:09:52,  1.80it/s]
Training 2/3 epoch (loss 0.0446):  53%|█████▎    | 8492/16050 [1:33:37<1:09:52,  1.80it/s]
Training 2/3 epoch (loss 0.0446):  53%|█████▎    | 8493/16050 [1:33:37<1:13:01,  1.72it/s]
Training 2/3 epoch (loss 0.2745):  53%|█████▎    | 8493/16050 [1:33:37<1:13:01,  1.72it/s]
Training 2/3 epoch (loss 0.2745):  53%|█████▎    | 8494/16050 [1:33:37<1:13:51,  1.71it/s]
Training 2/3 epoch (loss 0.0013):  53%|█████▎    | 8494/16050 [1:33:38<1:13:51,  1.71it/s]
Training 2/3 epoch (loss 0.0013):  53%|█████▎    | 8495/16050 [1:33:38<1:11:46,  1.75it/s]
Training 2/3 epoch (loss 0.0561):  53%|█████▎    | 8495/16050 [1:33:39<1:11:46,  1.75it/s]
Training 2/3 epoch (loss 0.0561):  53%|█████▎    | 8496/16050 [1:33:39<1:14:42,  1.69it/s]
Training 2/3 epoch (loss 0.1506):  53%|█████▎    | 8496/16050 [1:33:39<1:14:42,  1.69it/s]
Training 2/3 epoch (loss 0.1506):  53%|█████▎    | 8497/16050 [1:33:39<1:09:43,  1.81it/s]
Training 2/3 epoch (loss 0.2927):  53%|█████▎    | 8497/16050 [1:33:40<1:09:43,  1.81it/s]
Training 2/3 epoch (loss 0.2927):  53%|█████▎    | 8498/16050 [1:33:40<1:03:58,  1.97it/s]
Training 2/3 epoch (loss 0.0163):  53%|█████▎    | 8498/16050 [1:33:40<1:03:58,  1.97it/s]
Training 2/3 epoch (loss 0.0163):  53%|█████▎    | 8499/16050 [1:33:40<1:02:02,  2.03it/s]
Training 2/3 epoch (loss 0.4107):  53%|█████▎    | 8499/16050 [1:33:40<1:02:02,  2.03it/s]
Training 2/3 epoch (loss 0.4107):  53%|█████▎    | 8500/16050 [1:33:40<58:40,  2.14it/s]  
Training 2/3 epoch (loss 0.1231):  53%|█████▎    | 8500/16050 [1:33:41<58:40,  2.14it/s]
Training 2/3 epoch (loss 0.1231):  53%|█████▎    | 8501/16050 [1:33:41<1:01:03,  2.06it/s]
Training 2/3 epoch (loss 0.0013):  53%|█████▎    | 8501/16050 [1:33:41<1:01:03,  2.06it/s]
Training 2/3 epoch (loss 0.0013):  53%|█████▎    | 8502/16050 [1:33:41<1:00:03,  2.09it/s]
Training 2/3 epoch (loss 0.1276):  53%|█████▎    | 8502/16050 [1:33:44<1:00:03,  2.09it/s]
Training 2/3 epoch (loss 0.1276):  53%|█████▎    | 8503/16050 [1:33:44<2:06:35,  1.01s/it]
Training 2/3 epoch (loss 0.0060):  53%|█████▎    | 8503/16050 [1:33:44<2:06:35,  1.01s/it]
Training 2/3 epoch (loss 0.0060):  53%|█████▎    | 8504/16050 [1:33:44<1:48:32,  1.16it/s]
Training 2/3 epoch (loss 0.1551):  53%|█████▎    | 8504/16050 [1:33:45<1:48:32,  1.16it/s]
Training 2/3 epoch (loss 0.1551):  53%|█████▎    | 8505/16050 [1:33:45<1:41:00,  1.24it/s]
Training 2/3 epoch (loss 0.3617):  53%|█████▎    | 8505/16050 [1:33:47<1:41:00,  1.24it/s]
Training 2/3 epoch (loss 0.3617):  53%|█████▎    | 8506/16050 [1:33:47<2:39:08,  1.27s/it]
Training 2/3 epoch (loss 0.5054):  53%|█████▎    | 8506/16050 [1:33:48<2:39:08,  1.27s/it]
Training 2/3 epoch (loss 0.5054):  53%|█████▎    | 8507/16050 [1:33:48<2:09:12,  1.03s/it]
Training 2/3 epoch (loss 0.0395):  53%|█████▎    | 8507/16050 [1:33:48<2:09:12,  1.03s/it]
Training 2/3 epoch (loss 0.0395):  53%|█████▎    | 8508/16050 [1:33:48<2:01:37,  1.03it/s]
Training 2/3 epoch (loss 0.2896):  53%|█████▎    | 8508/16050 [1:33:49<2:01:37,  1.03it/s]
Training 2/3 epoch (loss 0.2896):  53%|█████▎    | 8509/16050 [1:33:49<1:39:01,  1.27it/s]
Training 2/3 epoch (loss 0.0245):  53%|█████▎    | 8509/16050 [1:33:49<1:39:01,  1.27it/s]
Training 2/3 epoch (loss 0.0245):  53%|█████▎    | 8510/16050 [1:33:49<1:29:09,  1.41it/s]
Training 2/3 epoch (loss 0.0007):  53%|█████▎    | 8510/16050 [1:33:50<1:29:09,  1.41it/s]
Training 2/3 epoch (loss 0.0007):  53%|█████▎    | 8511/16050 [1:33:50<1:18:40,  1.60it/s]
Training 2/3 epoch (loss 0.0015):  53%|█████▎    | 8511/16050 [1:33:50<1:18:40,  1.60it/s]
Training 2/3 epoch (loss 0.0015):  53%|█████▎    | 8512/16050 [1:33:50<1:17:20,  1.62it/s]
Training 2/3 epoch (loss 0.2205):  53%|█████▎    | 8512/16050 [1:33:53<1:17:20,  1.62it/s]
Training 2/3 epoch (loss 0.2205):  53%|█████▎    | 8513/16050 [1:33:53<2:19:11,  1.11s/it]
Training 2/3 epoch (loss 0.2068):  53%|█████▎    | 8513/16050 [1:33:53<2:19:11,  1.11s/it]
Training 2/3 epoch (loss 0.2068):  53%|█████▎    | 8514/16050 [1:33:53<2:02:48,  1.02it/s]
Training 2/3 epoch (loss 0.0030):  53%|█████▎    | 8514/16050 [1:33:54<2:02:48,  1.02it/s]
Training 2/3 epoch (loss 0.0030):  53%|█████▎    | 8515/16050 [1:33:54<1:43:59,  1.21it/s]
Training 2/3 epoch (loss 0.0133):  53%|█████▎    | 8515/16050 [1:33:54<1:43:59,  1.21it/s]
Training 2/3 epoch (loss 0.0133):  53%|█████▎    | 8516/16050 [1:33:54<1:32:53,  1.35it/s]
Training 2/3 epoch (loss 0.0013):  53%|█████▎    | 8516/16050 [1:33:55<1:32:53,  1.35it/s]
Training 2/3 epoch (loss 0.0013):  53%|█████▎    | 8517/16050 [1:33:55<1:29:44,  1.40it/s]
Training 2/3 epoch (loss 0.0663):  53%|█████▎    | 8517/16050 [1:33:56<1:29:44,  1.40it/s]
Training 2/3 epoch (loss 0.0663):  53%|█████▎    | 8518/16050 [1:33:56<1:22:38,  1.52it/s]
Training 2/3 epoch (loss 0.8439):  53%|█████▎    | 8518/16050 [1:33:56<1:22:38,  1.52it/s]
Training 2/3 epoch (loss 0.8439):  53%|█████▎    | 8519/16050 [1:33:56<1:10:18,  1.79it/s]
Training 2/3 epoch (loss 0.1883):  53%|█████▎    | 8519/16050 [1:33:56<1:10:18,  1.79it/s]
Training 2/3 epoch (loss 0.1883):  53%|█████▎    | 8520/16050 [1:33:56<1:06:55,  1.88it/s]
Training 2/3 epoch (loss 0.0016):  53%|█████▎    | 8520/16050 [1:33:57<1:06:55,  1.88it/s]
Training 2/3 epoch (loss 0.0016):  53%|█████▎    | 8521/16050 [1:33:57<1:06:40,  1.88it/s]
Training 2/3 epoch (loss 0.5885):  53%|█████▎    | 8521/16050 [1:33:57<1:06:40,  1.88it/s]
Training 2/3 epoch (loss 0.5885):  53%|█████▎    | 8522/16050 [1:33:57<1:05:18,  1.92it/s]
Training 2/3 epoch (loss 0.4325):  53%|█████▎    | 8522/16050 [1:33:58<1:05:18,  1.92it/s]
Training 2/3 epoch (loss 0.4325):  53%|█████▎    | 8523/16050 [1:33:58<1:18:29,  1.60it/s]
Training 2/3 epoch (loss 0.0242):  53%|█████▎    | 8523/16050 [1:33:59<1:18:29,  1.60it/s]
Training 2/3 epoch (loss 0.0242):  53%|█████▎    | 8524/16050 [1:33:59<1:13:24,  1.71it/s]
Training 2/3 epoch (loss 0.0294):  53%|█████▎    | 8524/16050 [1:33:59<1:13:24,  1.71it/s]
Training 2/3 epoch (loss 0.0294):  53%|█████▎    | 8525/16050 [1:33:59<1:13:42,  1.70it/s]
Training 2/3 epoch (loss 0.1411):  53%|█████▎    | 8525/16050 [1:34:00<1:13:42,  1.70it/s]
Training 2/3 epoch (loss 0.1411):  53%|█████▎    | 8526/16050 [1:34:00<1:15:10,  1.67it/s]
Training 2/3 epoch (loss 0.0002):  53%|█████▎    | 8526/16050 [1:34:00<1:15:10,  1.67it/s]
Training 2/3 epoch (loss 0.0002):  53%|█████▎    | 8527/16050 [1:34:00<1:07:32,  1.86it/s]
Training 2/3 epoch (loss 0.2988):  53%|█████▎    | 8527/16050 [1:34:01<1:07:32,  1.86it/s]
Training 2/3 epoch (loss 0.2988):  53%|█████▎    | 8528/16050 [1:34:01<1:07:04,  1.87it/s]
Training 2/3 epoch (loss 0.0143):  53%|█████▎    | 8528/16050 [1:34:01<1:07:04,  1.87it/s]
Training 2/3 epoch (loss 0.0143):  53%|█████▎    | 8529/16050 [1:34:01<1:10:00,  1.79it/s]
Training 2/3 epoch (loss 0.0008):  53%|█████▎    | 8529/16050 [1:34:02<1:10:00,  1.79it/s]
Training 2/3 epoch (loss 0.0008):  53%|█████▎    | 8530/16050 [1:34:02<1:13:59,  1.69it/s]
Training 2/3 epoch (loss 0.2120):  53%|█████▎    | 8530/16050 [1:34:03<1:13:59,  1.69it/s]
Training 2/3 epoch (loss 0.2120):  53%|█████▎    | 8531/16050 [1:34:03<1:08:38,  1.83it/s]
Training 2/3 epoch (loss 0.0342):  53%|█████▎    | 8531/16050 [1:34:03<1:08:38,  1.83it/s]
Training 2/3 epoch (loss 0.0342):  53%|█████▎    | 8532/16050 [1:34:03<1:10:39,  1.77it/s]
Training 2/3 epoch (loss 0.0030):  53%|█████▎    | 8532/16050 [1:34:04<1:10:39,  1.77it/s]
Training 2/3 epoch (loss 0.0030):  53%|█████▎    | 8533/16050 [1:34:04<1:14:13,  1.69it/s]
Training 2/3 epoch (loss 0.0509):  53%|█████▎    | 8533/16050 [1:34:05<1:14:13,  1.69it/s]
Training 2/3 epoch (loss 0.0509):  53%|█████▎    | 8534/16050 [1:34:05<1:21:13,  1.54it/s]
Training 2/3 epoch (loss 0.3678):  53%|█████▎    | 8534/16050 [1:34:05<1:21:13,  1.54it/s]
Training 2/3 epoch (loss 0.3678):  53%|█████▎    | 8535/16050 [1:34:05<1:12:48,  1.72it/s]
Training 2/3 epoch (loss 0.0445):  53%|█████▎    | 8535/16050 [1:34:06<1:12:48,  1.72it/s]
Training 2/3 epoch (loss 0.0445):  53%|█████▎    | 8536/16050 [1:34:06<1:15:48,  1.65it/s]
Training 2/3 epoch (loss 0.0201):  53%|█████▎    | 8536/16050 [1:34:06<1:15:48,  1.65it/s]
Training 2/3 epoch (loss 0.0201):  53%|█████▎    | 8537/16050 [1:34:06<1:18:31,  1.59it/s]
Training 2/3 epoch (loss 0.0035):  53%|█████▎    | 8537/16050 [1:34:07<1:18:31,  1.59it/s]
Training 2/3 epoch (loss 0.0035):  53%|█████▎    | 8538/16050 [1:34:07<1:19:49,  1.57it/s]
Training 2/3 epoch (loss 0.4621):  53%|█████▎    | 8538/16050 [1:34:08<1:19:49,  1.57it/s]
Training 2/3 epoch (loss 0.4621):  53%|█████▎    | 8539/16050 [1:34:08<1:20:18,  1.56it/s]
Training 2/3 epoch (loss 0.3363):  53%|█████▎    | 8539/16050 [1:34:08<1:20:18,  1.56it/s]
Training 2/3 epoch (loss 0.3363):  53%|█████▎    | 8540/16050 [1:34:08<1:15:02,  1.67it/s]
Training 2/3 epoch (loss 0.3979):  53%|█████▎    | 8540/16050 [1:34:11<1:15:02,  1.67it/s]
Training 2/3 epoch (loss 0.3979):  53%|█████▎    | 8541/16050 [1:34:11<2:20:44,  1.12s/it]
Training 2/3 epoch (loss 0.0001):  53%|█████▎    | 8541/16050 [1:34:11<2:20:44,  1.12s/it]
Training 2/3 epoch (loss 0.0001):  53%|█████▎    | 8542/16050 [1:34:11<1:50:35,  1.13it/s]
Training 2/3 epoch (loss 0.0020):  53%|█████▎    | 8542/16050 [1:34:11<1:50:35,  1.13it/s]
Training 2/3 epoch (loss 0.0020):  53%|█████▎    | 8543/16050 [1:34:11<1:36:29,  1.30it/s]
Training 2/3 epoch (loss 0.0009):  53%|█████▎    | 8543/16050 [1:34:12<1:36:29,  1.30it/s]
Training 2/3 epoch (loss 0.0009):  53%|█████▎    | 8544/16050 [1:34:12<1:32:46,  1.35it/s]
Training 2/3 epoch (loss 0.0387):  53%|█████▎    | 8544/16050 [1:34:12<1:32:46,  1.35it/s]
Training 2/3 epoch (loss 0.0387):  53%|█████▎    | 8545/16050 [1:34:12<1:21:13,  1.54it/s]
Training 2/3 epoch (loss 0.0114):  53%|█████▎    | 8545/16050 [1:34:13<1:21:13,  1.54it/s]
Training 2/3 epoch (loss 0.0114):  53%|█████▎    | 8546/16050 [1:34:13<1:16:42,  1.63it/s]
Training 2/3 epoch (loss 0.1499):  53%|█████▎    | 8546/16050 [1:34:13<1:16:42,  1.63it/s]
Training 2/3 epoch (loss 0.1499):  53%|█████▎    | 8547/16050 [1:34:13<1:11:50,  1.74it/s]
Training 2/3 epoch (loss 0.0125):  53%|█████▎    | 8547/16050 [1:34:14<1:11:50,  1.74it/s]
Training 2/3 epoch (loss 0.0125):  53%|█████▎    | 8548/16050 [1:34:14<1:10:12,  1.78it/s]
Training 2/3 epoch (loss 0.0077):  53%|█████▎    | 8548/16050 [1:34:15<1:10:12,  1.78it/s]
Training 2/3 epoch (loss 0.0077):  53%|█████▎    | 8549/16050 [1:34:15<1:15:43,  1.65it/s]
Training 2/3 epoch (loss 0.4466):  53%|█████▎    | 8549/16050 [1:34:15<1:15:43,  1.65it/s]
Training 2/3 epoch (loss 0.4466):  53%|█████▎    | 8550/16050 [1:34:15<1:08:11,  1.83it/s]
Training 2/3 epoch (loss 0.6810):  53%|█████▎    | 8550/16050 [1:34:16<1:08:11,  1.83it/s]
Training 2/3 epoch (loss 0.6810):  53%|█████▎    | 8551/16050 [1:34:16<1:04:28,  1.94it/s]
Training 2/3 epoch (loss 0.0138):  53%|█████▎    | 8551/16050 [1:34:16<1:04:28,  1.94it/s]
Training 2/3 epoch (loss 0.0138):  53%|█████▎    | 8552/16050 [1:34:16<1:04:58,  1.92it/s]
Training 2/3 epoch (loss 0.0036):  53%|█████▎    | 8552/16050 [1:34:17<1:04:58,  1.92it/s]
Training 2/3 epoch (loss 0.0036):  53%|█████▎    | 8553/16050 [1:34:17<1:02:54,  1.99it/s]
Training 2/3 epoch (loss 0.0353):  53%|█████▎    | 8553/16050 [1:34:17<1:02:54,  1.99it/s]
Training 2/3 epoch (loss 0.0353):  53%|█████▎    | 8554/16050 [1:34:17<1:01:32,  2.03it/s]
Training 2/3 epoch (loss 0.4569):  53%|█████▎    | 8554/16050 [1:34:18<1:01:32,  2.03it/s]
Training 2/3 epoch (loss 0.4569):  53%|█████▎    | 8555/16050 [1:34:18<1:05:07,  1.92it/s]
Training 2/3 epoch (loss 0.1458):  53%|█████▎    | 8555/16050 [1:34:18<1:05:07,  1.92it/s]
Training 2/3 epoch (loss 0.1458):  53%|█████▎    | 8556/16050 [1:34:18<1:00:39,  2.06it/s]
Training 2/3 epoch (loss 0.0703):  53%|█████▎    | 8556/16050 [1:34:18<1:00:39,  2.06it/s]
Training 2/3 epoch (loss 0.0703):  53%|█████▎    | 8557/16050 [1:34:18<59:01,  2.12it/s]  
Training 2/3 epoch (loss 0.0001):  53%|█████▎    | 8557/16050 [1:34:19<59:01,  2.12it/s]
Training 2/3 epoch (loss 0.0001):  53%|█████▎    | 8558/16050 [1:34:19<1:00:17,  2.07it/s]
Training 2/3 epoch (loss 0.0039):  53%|█████▎    | 8558/16050 [1:34:20<1:00:17,  2.07it/s]
Training 2/3 epoch (loss 0.0039):  53%|█████▎    | 8559/16050 [1:34:20<1:05:41,  1.90it/s]
Training 2/3 epoch (loss 0.3830):  53%|█████▎    | 8559/16050 [1:34:20<1:05:41,  1.90it/s]
Training 2/3 epoch (loss 0.3830):  53%|█████▎    | 8560/16050 [1:34:20<58:52,  2.12it/s]  
Training 2/3 epoch (loss 0.0020):  53%|█████▎    | 8560/16050 [1:34:21<58:52,  2.12it/s]
Training 2/3 epoch (loss 0.0020):  53%|█████▎    | 8561/16050 [1:34:21<1:15:43,  1.65it/s]
Training 2/3 epoch (loss 0.0327):  53%|█████▎    | 8561/16050 [1:34:21<1:15:43,  1.65it/s]
Training 2/3 epoch (loss 0.0327):  53%|█████▎    | 8562/16050 [1:34:21<1:15:57,  1.64it/s]
Training 2/3 epoch (loss 0.0280):  53%|█████▎    | 8562/16050 [1:34:22<1:15:57,  1.64it/s]
Training 2/3 epoch (loss 0.0280):  53%|█████▎    | 8563/16050 [1:34:22<1:09:33,  1.79it/s]
Training 2/3 epoch (loss 0.3635):  53%|█████▎    | 8563/16050 [1:34:22<1:09:33,  1.79it/s]
Training 2/3 epoch (loss 0.3635):  53%|█████▎    | 8564/16050 [1:34:22<1:00:12,  2.07it/s]
Training 2/3 epoch (loss 0.0035):  53%|█████▎    | 8564/16050 [1:34:23<1:00:12,  2.07it/s]
Training 2/3 epoch (loss 0.0035):  53%|█████▎    | 8565/16050 [1:34:23<59:08,  2.11it/s]  
Training 2/3 epoch (loss 0.1594):  53%|█████▎    | 8565/16050 [1:34:23<59:08,  2.11it/s]
Training 2/3 epoch (loss 0.1594):  53%|█████▎    | 8566/16050 [1:34:23<1:10:24,  1.77it/s]
Training 2/3 epoch (loss 0.0882):  53%|█████▎    | 8566/16050 [1:34:24<1:10:24,  1.77it/s]
Training 2/3 epoch (loss 0.0882):  53%|█████▎    | 8567/16050 [1:34:24<1:21:47,  1.52it/s]
Training 2/3 epoch (loss 0.0907):  53%|█████▎    | 8567/16050 [1:34:25<1:21:47,  1.52it/s]
Training 2/3 epoch (loss 0.0907):  53%|█████▎    | 8568/16050 [1:34:25<1:15:54,  1.64it/s]
Training 2/3 epoch (loss 0.0030):  53%|█████▎    | 8568/16050 [1:34:25<1:15:54,  1.64it/s]
Training 2/3 epoch (loss 0.0030):  53%|█████▎    | 8569/16050 [1:34:25<1:06:30,  1.87it/s]
Training 2/3 epoch (loss 0.0120):  53%|█████▎    | 8569/16050 [1:34:26<1:06:30,  1.87it/s]
Training 2/3 epoch (loss 0.0120):  53%|█████▎    | 8570/16050 [1:34:26<1:26:11,  1.45it/s]
Training 2/3 epoch (loss 0.0004):  53%|█████▎    | 8570/16050 [1:34:27<1:26:11,  1.45it/s]
Training 2/3 epoch (loss 0.0004):  53%|█████▎    | 8571/16050 [1:34:27<1:23:09,  1.50it/s]
Training 2/3 epoch (loss 0.1473):  53%|█████▎    | 8571/16050 [1:34:27<1:23:09,  1.50it/s]
Training 2/3 epoch (loss 0.1473):  53%|█████▎    | 8572/16050 [1:34:27<1:15:49,  1.64it/s]
Training 2/3 epoch (loss 0.0093):  53%|█████▎    | 8572/16050 [1:34:28<1:15:49,  1.64it/s]
Training 2/3 epoch (loss 0.0093):  53%|█████▎    | 8573/16050 [1:34:28<1:08:05,  1.83it/s]
Training 2/3 epoch (loss 0.1529):  53%|█████▎    | 8573/16050 [1:34:28<1:08:05,  1.83it/s]
Training 2/3 epoch (loss 0.1529):  53%|█████▎    | 8574/16050 [1:34:28<1:16:05,  1.64it/s]
Training 2/3 epoch (loss 0.0097):  53%|█████▎    | 8574/16050 [1:34:29<1:16:05,  1.64it/s]
Training 2/3 epoch (loss 0.0097):  53%|█████▎    | 8575/16050 [1:34:29<1:06:47,  1.87it/s]
Training 2/3 epoch (loss 0.0003):  53%|█████▎    | 8575/16050 [1:34:30<1:06:47,  1.87it/s]
Training 2/3 epoch (loss 0.0003):  53%|█████▎    | 8576/16050 [1:34:30<1:12:45,  1.71it/s]
Training 2/3 epoch (loss 0.4664):  53%|█████▎    | 8576/16050 [1:34:30<1:12:45,  1.71it/s]
Training 2/3 epoch (loss 0.4664):  53%|█████▎    | 8577/16050 [1:34:30<1:19:50,  1.56it/s]
Training 2/3 epoch (loss 0.0918):  53%|█████▎    | 8577/16050 [1:34:31<1:19:50,  1.56it/s]
Training 2/3 epoch (loss 0.0918):  53%|█████▎    | 8578/16050 [1:34:31<1:18:07,  1.59it/s]
Training 2/3 epoch (loss 0.3888):  53%|█████▎    | 8578/16050 [1:34:31<1:18:07,  1.59it/s]
Training 2/3 epoch (loss 0.3888):  53%|█████▎    | 8579/16050 [1:34:31<1:09:25,  1.79it/s]
Training 2/3 epoch (loss 0.1338):  53%|█████▎    | 8579/16050 [1:34:32<1:09:25,  1.79it/s]
Training 2/3 epoch (loss 0.1338):  53%|█████▎    | 8580/16050 [1:34:32<1:15:36,  1.65it/s]
Training 2/3 epoch (loss 0.4013):  53%|█████▎    | 8580/16050 [1:34:32<1:15:36,  1.65it/s]
Training 2/3 epoch (loss 0.4013):  53%|█████▎    | 8581/16050 [1:34:32<1:08:38,  1.81it/s]
Training 2/3 epoch (loss 0.2631):  53%|█████▎    | 8581/16050 [1:34:33<1:08:38,  1.81it/s]
Training 2/3 epoch (loss 0.2631):  53%|█████▎    | 8582/16050 [1:34:33<1:06:51,  1.86it/s]
Training 2/3 epoch (loss 0.0773):  53%|█████▎    | 8582/16050 [1:34:33<1:06:51,  1.86it/s]
Training 2/3 epoch (loss 0.0773):  53%|█████▎    | 8583/16050 [1:34:33<1:06:16,  1.88it/s]
Training 2/3 epoch (loss 0.0432):  53%|█████▎    | 8583/16050 [1:34:34<1:06:16,  1.88it/s]
Training 2/3 epoch (loss 0.0432):  53%|█████▎    | 8584/16050 [1:34:34<1:04:23,  1.93it/s]
Training 2/3 epoch (loss 0.4096):  53%|█████▎    | 8584/16050 [1:34:34<1:04:23,  1.93it/s]
Training 2/3 epoch (loss 0.4096):  53%|█████▎    | 8585/16050 [1:34:34<59:59,  2.07it/s]  
Training 2/3 epoch (loss 0.0063):  53%|█████▎    | 8585/16050 [1:34:35<59:59,  2.07it/s]
Training 2/3 epoch (loss 0.0063):  53%|█████▎    | 8586/16050 [1:34:35<1:05:12,  1.91it/s]
Training 2/3 epoch (loss 0.0021):  53%|█████▎    | 8586/16050 [1:34:36<1:05:12,  1.91it/s]
Training 2/3 epoch (loss 0.0021):  54%|█████▎    | 8587/16050 [1:34:36<1:05:47,  1.89it/s]
Training 2/3 epoch (loss 0.0033):  54%|█████▎    | 8587/16050 [1:34:36<1:05:47,  1.89it/s]
Training 2/3 epoch (loss 0.0033):  54%|█████▎    | 8588/16050 [1:34:36<1:01:57,  2.01it/s]
Training 2/3 epoch (loss 0.0216):  54%|█████▎    | 8588/16050 [1:34:36<1:01:57,  2.01it/s]
Training 2/3 epoch (loss 0.0216):  54%|█████▎    | 8589/16050 [1:34:36<1:00:16,  2.06it/s]
Training 2/3 epoch (loss 0.2095):  54%|█████▎    | 8589/16050 [1:34:37<1:00:16,  2.06it/s]
Training 2/3 epoch (loss 0.2095):  54%|█████▎    | 8590/16050 [1:34:37<57:35,  2.16it/s]  
Training 2/3 epoch (loss 0.0276):  54%|█████▎    | 8590/16050 [1:34:37<57:35,  2.16it/s]
Training 2/3 epoch (loss 0.0276):  54%|█████▎    | 8591/16050 [1:34:37<57:38,  2.16it/s]
Training 2/3 epoch (loss 0.0001):  54%|█████▎    | 8591/16050 [1:34:38<57:38,  2.16it/s]
Training 2/3 epoch (loss 0.0001):  54%|█████▎    | 8592/16050 [1:34:38<58:17,  2.13it/s]
Training 2/3 epoch (loss 0.0740):  54%|█████▎    | 8592/16050 [1:34:39<58:17,  2.13it/s]
Training 2/3 epoch (loss 0.0740):  54%|█████▎    | 8593/16050 [1:34:39<1:11:37,  1.74it/s]
Training 2/3 epoch (loss 0.0104):  54%|█████▎    | 8593/16050 [1:34:39<1:11:37,  1.74it/s]
Training 2/3 epoch (loss 0.0104):  54%|█████▎    | 8594/16050 [1:34:39<1:03:27,  1.96it/s]
Training 2/3 epoch (loss 0.2445):  54%|█████▎    | 8594/16050 [1:34:39<1:03:27,  1.96it/s]
Training 2/3 epoch (loss 0.2445):  54%|█████▎    | 8595/16050 [1:34:39<58:02,  2.14it/s]  
Training 2/3 epoch (loss 0.0025):  54%|█████▎    | 8595/16050 [1:34:40<58:02,  2.14it/s]
Training 2/3 epoch (loss 0.0025):  54%|█████▎    | 8596/16050 [1:34:40<1:07:43,  1.83it/s]
Training 2/3 epoch (loss 0.1296):  54%|█████▎    | 8596/16050 [1:34:42<1:07:43,  1.83it/s]
Training 2/3 epoch (loss 0.1296):  54%|█████▎    | 8597/16050 [1:34:42<2:15:21,  1.09s/it]
Training 2/3 epoch (loss 0.0859):  54%|█████▎    | 8597/16050 [1:34:43<2:15:21,  1.09s/it]
Training 2/3 epoch (loss 0.0859):  54%|█████▎    | 8598/16050 [1:34:43<1:46:27,  1.17it/s]
Training 2/3 epoch (loss 0.0692):  54%|█████▎    | 8598/16050 [1:34:43<1:46:27,  1.17it/s]
Training 2/3 epoch (loss 0.0692):  54%|█████▎    | 8599/16050 [1:34:43<1:30:08,  1.38it/s]
Training 2/3 epoch (loss 0.0028):  54%|█████▎    | 8599/16050 [1:34:44<1:30:08,  1.38it/s]
Training 2/3 epoch (loss 0.0028):  54%|█████▎    | 8600/16050 [1:34:44<1:20:37,  1.54it/s]
Training 2/3 epoch (loss 0.5962):  54%|█████▎    | 8600/16050 [1:34:44<1:20:37,  1.54it/s]
Training 2/3 epoch (loss 0.5962):  54%|█████▎    | 8601/16050 [1:34:44<1:14:48,  1.66it/s]
Training 2/3 epoch (loss 0.0051):  54%|█████▎    | 8601/16050 [1:34:45<1:14:48,  1.66it/s]
Training 2/3 epoch (loss 0.0051):  54%|█████▎    | 8602/16050 [1:34:45<1:22:56,  1.50it/s]
Training 2/3 epoch (loss 0.1831):  54%|█████▎    | 8602/16050 [1:34:45<1:22:56,  1.50it/s]
Training 2/3 epoch (loss 0.1831):  54%|█████▎    | 8603/16050 [1:34:45<1:10:17,  1.77it/s]
Training 2/3 epoch (loss 0.4939):  54%|█████▎    | 8603/16050 [1:34:46<1:10:17,  1.77it/s]
Training 2/3 epoch (loss 0.4939):  54%|█████▎    | 8604/16050 [1:34:46<1:07:13,  1.85it/s]
Training 2/3 epoch (loss 0.2067):  54%|█████▎    | 8604/16050 [1:34:46<1:07:13,  1.85it/s]
Training 2/3 epoch (loss 0.2067):  54%|█████▎    | 8605/16050 [1:34:46<59:56,  2.07it/s]  
Training 2/3 epoch (loss 0.0196):  54%|█████▎    | 8605/16050 [1:34:47<59:56,  2.07it/s]
Training 2/3 epoch (loss 0.0196):  54%|█████▎    | 8606/16050 [1:34:47<1:04:22,  1.93it/s]
Training 2/3 epoch (loss 0.0762):  54%|█████▎    | 8606/16050 [1:34:47<1:04:22,  1.93it/s]
Training 2/3 epoch (loss 0.0762):  54%|█████▎    | 8607/16050 [1:34:47<1:00:52,  2.04it/s]
Training 2/3 epoch (loss 0.0014):  54%|█████▎    | 8607/16050 [1:34:48<1:00:52,  2.04it/s]
Training 2/3 epoch (loss 0.0014):  54%|█████▎    | 8608/16050 [1:34:48<1:05:36,  1.89it/s]
Training 2/3 epoch (loss 0.0111):  54%|█████▎    | 8608/16050 [1:34:48<1:05:36,  1.89it/s]
Training 2/3 epoch (loss 0.0111):  54%|█████▎    | 8609/16050 [1:34:48<1:11:50,  1.73it/s]
Training 2/3 epoch (loss 0.3153):  54%|█████▎    | 8609/16050 [1:34:49<1:11:50,  1.73it/s]
Training 2/3 epoch (loss 0.3153):  54%|█████▎    | 8610/16050 [1:34:49<1:13:14,  1.69it/s]
Training 2/3 epoch (loss 0.4058):  54%|█████▎    | 8610/16050 [1:34:50<1:13:14,  1.69it/s]
Training 2/3 epoch (loss 0.4058):  54%|█████▎    | 8611/16050 [1:34:50<1:09:12,  1.79it/s]
Training 2/3 epoch (loss 0.0068):  54%|█████▎    | 8611/16050 [1:34:50<1:09:12,  1.79it/s]
Training 2/3 epoch (loss 0.0068):  54%|█████▎    | 8612/16050 [1:34:50<1:10:04,  1.77it/s]
Training 2/3 epoch (loss 0.0002):  54%|█████▎    | 8612/16050 [1:34:51<1:10:04,  1.77it/s]
Training 2/3 epoch (loss 0.0002):  54%|█████▎    | 8613/16050 [1:34:51<1:12:12,  1.72it/s]
Training 2/3 epoch (loss 0.1815):  54%|█████▎    | 8613/16050 [1:34:51<1:12:12,  1.72it/s]
Training 2/3 epoch (loss 0.1815):  54%|█████▎    | 8614/16050 [1:34:51<1:18:47,  1.57it/s]
Training 2/3 epoch (loss 0.1859):  54%|█████▎    | 8614/16050 [1:34:52<1:18:47,  1.57it/s]
Training 2/3 epoch (loss 0.1859):  54%|█████▎    | 8615/16050 [1:34:52<1:15:03,  1.65it/s]
Training 2/3 epoch (loss 0.0042):  54%|█████▎    | 8615/16050 [1:34:52<1:15:03,  1.65it/s]
Training 2/3 epoch (loss 0.0042):  54%|█████▎    | 8616/16050 [1:34:52<1:07:56,  1.82it/s]
Training 2/3 epoch (loss 0.0577):  54%|█████▎    | 8616/16050 [1:34:53<1:07:56,  1.82it/s]
Training 2/3 epoch (loss 0.0577):  54%|█████▎    | 8617/16050 [1:34:53<1:00:09,  2.06it/s]
Training 2/3 epoch (loss 0.3441):  54%|█████▎    | 8617/16050 [1:34:53<1:00:09,  2.06it/s]
Training 2/3 epoch (loss 0.3441):  54%|█████▎    | 8618/16050 [1:34:53<1:04:19,  1.93it/s]
Training 2/3 epoch (loss 0.2238):  54%|█████▎    | 8618/16050 [1:34:54<1:04:19,  1.93it/s]
Training 2/3 epoch (loss 0.2238):  54%|█████▎    | 8619/16050 [1:34:54<1:00:41,  2.04it/s]
Training 2/3 epoch (loss 0.1056):  54%|█████▎    | 8619/16050 [1:34:54<1:00:41,  2.04it/s]
Training 2/3 epoch (loss 0.1056):  54%|█████▎    | 8620/16050 [1:34:54<1:06:04,  1.87it/s]
Training 2/3 epoch (loss 0.0009):  54%|█████▎    | 8620/16050 [1:34:55<1:06:04,  1.87it/s]
Training 2/3 epoch (loss 0.0009):  54%|█████▎    | 8621/16050 [1:34:55<1:08:53,  1.80it/s]
Training 2/3 epoch (loss 0.0094):  54%|█████▎    | 8621/16050 [1:34:56<1:08:53,  1.80it/s]
Training 2/3 epoch (loss 0.0094):  54%|█████▎    | 8622/16050 [1:34:56<1:10:50,  1.75it/s]
Training 2/3 epoch (loss 0.0357):  54%|█████▎    | 8622/16050 [1:34:56<1:10:50,  1.75it/s]
Training 2/3 epoch (loss 0.0357):  54%|█████▎    | 8623/16050 [1:34:56<1:15:09,  1.65it/s]
Training 2/3 epoch (loss 0.0886):  54%|█████▎    | 8623/16050 [1:34:57<1:15:09,  1.65it/s]
Training 2/3 epoch (loss 0.0886):  54%|█████▎    | 8624/16050 [1:34:57<1:12:07,  1.72it/s]
Training 2/3 epoch (loss 0.0081):  54%|█████▎    | 8624/16050 [1:34:57<1:12:07,  1.72it/s]
Training 2/3 epoch (loss 0.0081):  54%|█████▎    | 8625/16050 [1:34:57<1:13:03,  1.69it/s]
Training 2/3 epoch (loss 0.0228):  54%|█████▎    | 8625/16050 [1:34:58<1:13:03,  1.69it/s]
Training 2/3 epoch (loss 0.0228):  54%|█████▎    | 8626/16050 [1:34:58<1:10:43,  1.75it/s]
Training 2/3 epoch (loss 0.1142):  54%|█████▎    | 8626/16050 [1:34:59<1:10:43,  1.75it/s]
Training 2/3 epoch (loss 0.1142):  54%|█████▍    | 8627/16050 [1:34:59<1:10:05,  1.77it/s]
Training 2/3 epoch (loss 0.0005):  54%|█████▍    | 8627/16050 [1:34:59<1:10:05,  1.77it/s]
Training 2/3 epoch (loss 0.0005):  54%|█████▍    | 8628/16050 [1:34:59<1:05:20,  1.89it/s]
Training 2/3 epoch (loss 0.0061):  54%|█████▍    | 8628/16050 [1:35:00<1:05:20,  1.89it/s]
Training 2/3 epoch (loss 0.0061):  54%|█████▍    | 8629/16050 [1:35:00<1:08:06,  1.82it/s]
Training 2/3 epoch (loss 0.0478):  54%|█████▍    | 8629/16050 [1:35:01<1:08:06,  1.82it/s]
Training 2/3 epoch (loss 0.0478):  54%|█████▍    | 8630/16050 [1:35:01<1:22:15,  1.50it/s]
Training 2/3 epoch (loss 0.0162):  54%|█████▍    | 8630/16050 [1:35:01<1:22:15,  1.50it/s]
Training 2/3 epoch (loss 0.0162):  54%|█████▍    | 8631/16050 [1:35:01<1:19:13,  1.56it/s]
Training 2/3 epoch (loss 0.0091):  54%|█████▍    | 8631/16050 [1:35:02<1:19:13,  1.56it/s]
Training 2/3 epoch (loss 0.0091):  54%|█████▍    | 8632/16050 [1:35:02<1:17:55,  1.59it/s]
Training 2/3 epoch (loss 0.0023):  54%|█████▍    | 8632/16050 [1:35:02<1:17:55,  1.59it/s]
Training 2/3 epoch (loss 0.0023):  54%|█████▍    | 8633/16050 [1:35:02<1:18:00,  1.58it/s]
Training 2/3 epoch (loss 0.0150):  54%|█████▍    | 8633/16050 [1:35:03<1:18:00,  1.58it/s]
Training 2/3 epoch (loss 0.0150):  54%|█████▍    | 8634/16050 [1:35:03<1:09:24,  1.78it/s]
Training 2/3 epoch (loss 0.0002):  54%|█████▍    | 8634/16050 [1:35:03<1:09:24,  1.78it/s]
Training 2/3 epoch (loss 0.0002):  54%|█████▍    | 8635/16050 [1:35:03<1:05:48,  1.88it/s]
Training 2/3 epoch (loss 0.0808):  54%|█████▍    | 8635/16050 [1:35:04<1:05:48,  1.88it/s]
Training 2/3 epoch (loss 0.0808):  54%|█████▍    | 8636/16050 [1:35:04<1:01:03,  2.02it/s]
Training 2/3 epoch (loss 0.0833):  54%|█████▍    | 8636/16050 [1:35:04<1:01:03,  2.02it/s]
Training 2/3 epoch (loss 0.0833):  54%|█████▍    | 8637/16050 [1:35:04<1:05:43,  1.88it/s]
Training 2/3 epoch (loss 0.0024):  54%|█████▍    | 8637/16050 [1:35:05<1:05:43,  1.88it/s]
Training 2/3 epoch (loss 0.0024):  54%|█████▍    | 8638/16050 [1:35:05<1:00:24,  2.04it/s]
Training 2/3 epoch (loss 0.2208):  54%|█████▍    | 8638/16050 [1:35:05<1:00:24,  2.04it/s]
Training 2/3 epoch (loss 0.2208):  54%|█████▍    | 8639/16050 [1:35:05<1:12:23,  1.71it/s]
Training 2/3 epoch (loss 0.0823):  54%|█████▍    | 8639/16050 [1:35:06<1:12:23,  1.71it/s]
Training 2/3 epoch (loss 0.0823):  54%|█████▍    | 8640/16050 [1:35:06<1:07:01,  1.84it/s]
Training 2/3 epoch (loss 0.3887):  54%|█████▍    | 8640/16050 [1:35:06<1:07:01,  1.84it/s]
Training 2/3 epoch (loss 0.3887):  54%|█████▍    | 8641/16050 [1:35:06<1:01:59,  1.99it/s]
Training 2/3 epoch (loss 0.0014):  54%|█████▍    | 8641/16050 [1:35:07<1:01:59,  1.99it/s]
Training 2/3 epoch (loss 0.0014):  54%|█████▍    | 8642/16050 [1:35:07<1:06:50,  1.85it/s]
Training 2/3 epoch (loss 0.0169):  54%|█████▍    | 8642/16050 [1:35:07<1:06:50,  1.85it/s]
Training 2/3 epoch (loss 0.0169):  54%|█████▍    | 8643/16050 [1:35:07<1:02:01,  1.99it/s]
Training 2/3 epoch (loss 0.0024):  54%|█████▍    | 8643/16050 [1:35:08<1:02:01,  1.99it/s]
Training 2/3 epoch (loss 0.0024):  54%|█████▍    | 8644/16050 [1:35:08<1:01:06,  2.02it/s]
Training 2/3 epoch (loss 0.2108):  54%|█████▍    | 8644/16050 [1:35:08<1:01:06,  2.02it/s]
Training 2/3 epoch (loss 0.2108):  54%|█████▍    | 8645/16050 [1:35:08<57:39,  2.14it/s]  
Training 2/3 epoch (loss 0.0945):  54%|█████▍    | 8645/16050 [1:35:11<57:39,  2.14it/s]
Training 2/3 epoch (loss 0.0945):  54%|█████▍    | 8646/16050 [1:35:11<2:07:06,  1.03s/it]
Training 2/3 epoch (loss 0.0022):  54%|█████▍    | 8646/16050 [1:35:11<2:07:06,  1.03s/it]
Training 2/3 epoch (loss 0.0022):  54%|█████▍    | 8647/16050 [1:35:11<1:48:32,  1.14it/s]
Training 2/3 epoch (loss 0.0111):  54%|█████▍    | 8647/16050 [1:35:12<1:48:32,  1.14it/s]
Training 2/3 epoch (loss 0.0111):  54%|█████▍    | 8648/16050 [1:35:12<1:33:58,  1.31it/s]
Training 2/3 epoch (loss 0.0403):  54%|█████▍    | 8648/16050 [1:35:12<1:33:58,  1.31it/s]
Training 2/3 epoch (loss 0.0403):  54%|█████▍    | 8649/16050 [1:35:12<1:27:20,  1.41it/s]
Training 2/3 epoch (loss 0.0062):  54%|█████▍    | 8649/16050 [1:35:13<1:27:20,  1.41it/s]
Training 2/3 epoch (loss 0.0062):  54%|█████▍    | 8650/16050 [1:35:13<1:20:46,  1.53it/s]
Training 2/3 epoch (loss 0.1468):  54%|█████▍    | 8650/16050 [1:35:13<1:20:46,  1.53it/s]
Training 2/3 epoch (loss 0.1468):  54%|█████▍    | 8651/16050 [1:35:13<1:20:43,  1.53it/s]
Training 2/3 epoch (loss 0.0016):  54%|█████▍    | 8651/16050 [1:35:14<1:20:43,  1.53it/s]
Training 2/3 epoch (loss 0.0016):  54%|█████▍    | 8652/16050 [1:35:14<1:14:26,  1.66it/s]
Training 2/3 epoch (loss 0.5394):  54%|█████▍    | 8652/16050 [1:35:14<1:14:26,  1.66it/s]
Training 2/3 epoch (loss 0.5394):  54%|█████▍    | 8653/16050 [1:35:14<1:07:00,  1.84it/s]
Training 2/3 epoch (loss 0.1099):  54%|█████▍    | 8653/16050 [1:35:15<1:07:00,  1.84it/s]
Training 2/3 epoch (loss 0.1099):  54%|█████▍    | 8654/16050 [1:35:15<1:06:51,  1.84it/s]
Training 2/3 epoch (loss 0.0119):  54%|█████▍    | 8654/16050 [1:35:16<1:06:51,  1.84it/s]
Training 2/3 epoch (loss 0.0119):  54%|█████▍    | 8655/16050 [1:35:16<1:17:03,  1.60it/s]
Training 2/3 epoch (loss 0.0308):  54%|█████▍    | 8655/16050 [1:35:16<1:17:03,  1.60it/s]
Training 2/3 epoch (loss 0.0308):  54%|█████▍    | 8656/16050 [1:35:16<1:16:43,  1.61it/s]
Training 2/3 epoch (loss 0.0004):  54%|█████▍    | 8656/16050 [1:35:17<1:16:43,  1.61it/s]
Training 2/3 epoch (loss 0.0004):  54%|█████▍    | 8657/16050 [1:35:17<1:11:14,  1.73it/s]
Training 2/3 epoch (loss 0.0046):  54%|█████▍    | 8657/16050 [1:35:17<1:11:14,  1.73it/s]
Training 2/3 epoch (loss 0.0046):  54%|█████▍    | 8658/16050 [1:35:17<1:07:47,  1.82it/s]
Training 2/3 epoch (loss 0.0023):  54%|█████▍    | 8658/16050 [1:35:18<1:07:47,  1.82it/s]
Training 2/3 epoch (loss 0.0023):  54%|█████▍    | 8659/16050 [1:35:18<1:11:56,  1.71it/s]
Training 2/3 epoch (loss 0.4852):  54%|█████▍    | 8659/16050 [1:35:18<1:11:56,  1.71it/s]
Training 2/3 epoch (loss 0.4852):  54%|█████▍    | 8660/16050 [1:35:18<1:06:48,  1.84it/s]
Training 2/3 epoch (loss 0.1536):  54%|█████▍    | 8660/16050 [1:35:21<1:06:48,  1.84it/s]
Training 2/3 epoch (loss 0.1536):  54%|█████▍    | 8661/16050 [1:35:21<2:09:16,  1.05s/it]
Training 2/3 epoch (loss 0.0047):  54%|█████▍    | 8661/16050 [1:35:21<2:09:16,  1.05s/it]
Training 2/3 epoch (loss 0.0047):  54%|█████▍    | 8662/16050 [1:35:21<1:46:00,  1.16it/s]
Training 2/3 epoch (loss 0.2610):  54%|█████▍    | 8662/16050 [1:35:22<1:46:00,  1.16it/s]
Training 2/3 epoch (loss 0.2610):  54%|█████▍    | 8663/16050 [1:35:22<1:46:33,  1.16it/s]
Training 2/3 epoch (loss 0.0012):  54%|█████▍    | 8663/16050 [1:35:22<1:46:33,  1.16it/s]
Training 2/3 epoch (loss 0.0012):  54%|█████▍    | 8664/16050 [1:35:22<1:35:35,  1.29it/s]
Training 2/3 epoch (loss 0.0301):  54%|█████▍    | 8664/16050 [1:35:23<1:35:35,  1.29it/s]
Training 2/3 epoch (loss 0.0301):  54%|█████▍    | 8665/16050 [1:35:23<1:29:40,  1.37it/s]
Training 2/3 epoch (loss 0.0111):  54%|█████▍    | 8665/16050 [1:35:24<1:29:40,  1.37it/s]
Training 2/3 epoch (loss 0.0111):  54%|█████▍    | 8666/16050 [1:35:24<1:36:20,  1.28it/s]
Training 2/3 epoch (loss 0.0029):  54%|█████▍    | 8666/16050 [1:35:25<1:36:20,  1.28it/s]
Training 2/3 epoch (loss 0.0029):  54%|█████▍    | 8667/16050 [1:35:25<1:34:01,  1.31it/s]
Training 2/3 epoch (loss 0.0688):  54%|█████▍    | 8667/16050 [1:35:25<1:34:01,  1.31it/s]
Training 2/3 epoch (loss 0.0688):  54%|█████▍    | 8668/16050 [1:35:25<1:22:25,  1.49it/s]
Training 2/3 epoch (loss 0.4639):  54%|█████▍    | 8668/16050 [1:35:26<1:22:25,  1.49it/s]
Training 2/3 epoch (loss 0.4639):  54%|█████▍    | 8669/16050 [1:35:26<1:21:44,  1.50it/s]
Training 2/3 epoch (loss 0.2287):  54%|█████▍    | 8669/16050 [1:35:28<1:21:44,  1.50it/s]
Training 2/3 epoch (loss 0.2287):  54%|█████▍    | 8670/16050 [1:35:28<2:24:18,  1.17s/it]
Training 2/3 epoch (loss 0.0504):  54%|█████▍    | 8670/16050 [1:35:29<2:24:18,  1.17s/it]
Training 2/3 epoch (loss 0.0504):  54%|█████▍    | 8671/16050 [1:35:29<2:02:07,  1.01it/s]
Training 2/3 epoch (loss 0.0060):  54%|█████▍    | 8671/16050 [1:35:29<2:02:07,  1.01it/s]
Training 2/3 epoch (loss 0.0060):  54%|█████▍    | 8672/16050 [1:35:29<1:40:53,  1.22it/s]
Training 2/3 epoch (loss 0.0245):  54%|█████▍    | 8672/16050 [1:35:30<1:40:53,  1.22it/s]
Training 2/3 epoch (loss 0.0245):  54%|█████▍    | 8673/16050 [1:35:30<1:30:31,  1.36it/s]
Training 2/3 epoch (loss 0.2719):  54%|█████▍    | 8673/16050 [1:35:30<1:30:31,  1.36it/s]
Training 2/3 epoch (loss 0.2719):  54%|█████▍    | 8674/16050 [1:35:30<1:23:33,  1.47it/s]
Training 2/3 epoch (loss 0.0198):  54%|█████▍    | 8674/16050 [1:35:31<1:23:33,  1.47it/s]
Training 2/3 epoch (loss 0.0198):  54%|█████▍    | 8675/16050 [1:35:31<1:15:15,  1.63it/s]
Training 2/3 epoch (loss 0.0012):  54%|█████▍    | 8675/16050 [1:35:31<1:15:15,  1.63it/s]
Training 2/3 epoch (loss 0.0012):  54%|█████▍    | 8676/16050 [1:35:31<1:07:25,  1.82it/s]
Training 2/3 epoch (loss 0.5733):  54%|█████▍    | 8676/16050 [1:35:33<1:07:25,  1.82it/s]
Training 2/3 epoch (loss 0.5733):  54%|█████▍    | 8677/16050 [1:35:33<2:16:07,  1.11s/it]
Training 2/3 epoch (loss 0.0249):  54%|█████▍    | 8677/16050 [1:35:34<2:16:07,  1.11s/it]
Training 2/3 epoch (loss 0.0249):  54%|█████▍    | 8678/16050 [1:35:34<1:59:26,  1.03it/s]
Training 2/3 epoch (loss 0.0712):  54%|█████▍    | 8678/16050 [1:35:34<1:59:26,  1.03it/s]
Training 2/3 epoch (loss 0.0712):  54%|█████▍    | 8679/16050 [1:35:34<1:38:32,  1.25it/s]
Training 2/3 epoch (loss 0.0350):  54%|█████▍    | 8679/16050 [1:35:35<1:38:32,  1.25it/s]
Training 2/3 epoch (loss 0.0350):  54%|█████▍    | 8680/16050 [1:35:35<1:31:03,  1.35it/s]
Training 2/3 epoch (loss 0.0013):  54%|█████▍    | 8680/16050 [1:35:35<1:31:03,  1.35it/s]
Training 2/3 epoch (loss 0.0013):  54%|█████▍    | 8681/16050 [1:35:35<1:17:11,  1.59it/s]
Training 2/3 epoch (loss 0.0025):  54%|█████▍    | 8681/16050 [1:35:36<1:17:11,  1.59it/s]
Training 2/3 epoch (loss 0.0025):  54%|█████▍    | 8682/16050 [1:35:36<1:17:01,  1.59it/s]
Training 2/3 epoch (loss 0.0861):  54%|█████▍    | 8682/16050 [1:35:37<1:17:01,  1.59it/s]
Training 2/3 epoch (loss 0.0861):  54%|█████▍    | 8683/16050 [1:35:37<1:17:15,  1.59it/s]
Training 2/3 epoch (loss 0.0378):  54%|█████▍    | 8683/16050 [1:35:37<1:17:15,  1.59it/s]
Training 2/3 epoch (loss 0.0378):  54%|█████▍    | 8684/16050 [1:35:37<1:13:09,  1.68it/s]
Training 2/3 epoch (loss 0.0006):  54%|█████▍    | 8684/16050 [1:35:38<1:13:09,  1.68it/s]
Training 2/3 epoch (loss 0.0006):  54%|█████▍    | 8685/16050 [1:35:38<1:02:28,  1.96it/s]
Training 2/3 epoch (loss 0.1320):  54%|█████▍    | 8685/16050 [1:35:38<1:02:28,  1.96it/s]
Training 2/3 epoch (loss 0.1320):  54%|█████▍    | 8686/16050 [1:35:38<1:05:27,  1.88it/s]
Training 2/3 epoch (loss 0.2721):  54%|█████▍    | 8686/16050 [1:35:39<1:05:27,  1.88it/s]
Training 2/3 epoch (loss 0.2721):  54%|█████▍    | 8687/16050 [1:35:39<1:07:39,  1.81it/s]
Training 2/3 epoch (loss 0.0657):  54%|█████▍    | 8687/16050 [1:35:39<1:07:39,  1.81it/s]
Training 2/3 epoch (loss 0.0657):  54%|█████▍    | 8688/16050 [1:35:39<1:04:24,  1.91it/s]
Training 2/3 epoch (loss 0.0034):  54%|█████▍    | 8688/16050 [1:35:40<1:04:24,  1.91it/s]
Training 2/3 epoch (loss 0.0034):  54%|█████▍    | 8689/16050 [1:35:40<1:00:07,  2.04it/s]
Training 2/3 epoch (loss 0.0056):  54%|█████▍    | 8689/16050 [1:35:40<1:00:07,  2.04it/s]
Training 2/3 epoch (loss 0.0056):  54%|█████▍    | 8690/16050 [1:35:40<58:52,  2.08it/s]  
Training 2/3 epoch (loss 0.4394):  54%|█████▍    | 8690/16050 [1:35:41<58:52,  2.08it/s]
Training 2/3 epoch (loss 0.4394):  54%|█████▍    | 8691/16050 [1:35:41<1:00:30,  2.03it/s]
Training 2/3 epoch (loss 0.0411):  54%|█████▍    | 8691/16050 [1:35:41<1:00:30,  2.03it/s]
Training 2/3 epoch (loss 0.0411):  54%|█████▍    | 8692/16050 [1:35:41<1:06:30,  1.84it/s]
Training 2/3 epoch (loss 0.0062):  54%|█████▍    | 8692/16050 [1:35:42<1:06:30,  1.84it/s]
Training 2/3 epoch (loss 0.0062):  54%|█████▍    | 8693/16050 [1:35:42<1:07:46,  1.81it/s]
Training 2/3 epoch (loss 0.3790):  54%|█████▍    | 8693/16050 [1:35:43<1:07:46,  1.81it/s]
Training 2/3 epoch (loss 0.3790):  54%|█████▍    | 8694/16050 [1:35:43<1:13:35,  1.67it/s]
Training 2/3 epoch (loss 0.1222):  54%|█████▍    | 8694/16050 [1:35:43<1:13:35,  1.67it/s]
Training 2/3 epoch (loss 0.1222):  54%|█████▍    | 8695/16050 [1:35:43<1:15:32,  1.62it/s]
Training 2/3 epoch (loss 0.0643):  54%|█████▍    | 8695/16050 [1:35:44<1:15:32,  1.62it/s]
Training 2/3 epoch (loss 0.0643):  54%|█████▍    | 8696/16050 [1:35:44<1:15:36,  1.62it/s]
Training 2/3 epoch (loss 0.0002):  54%|█████▍    | 8696/16050 [1:35:44<1:15:36,  1.62it/s]
Training 2/3 epoch (loss 0.0002):  54%|█████▍    | 8697/16050 [1:35:44<1:11:03,  1.72it/s]
Training 2/3 epoch (loss 0.0257):  54%|█████▍    | 8697/16050 [1:35:45<1:11:03,  1.72it/s]
Training 2/3 epoch (loss 0.0257):  54%|█████▍    | 8698/16050 [1:35:45<1:04:46,  1.89it/s]
Training 2/3 epoch (loss 0.2530):  54%|█████▍    | 8698/16050 [1:35:45<1:04:46,  1.89it/s]
Training 2/3 epoch (loss 0.2530):  54%|█████▍    | 8699/16050 [1:35:45<1:10:40,  1.73it/s]
Training 2/3 epoch (loss 0.0215):  54%|█████▍    | 8699/16050 [1:35:46<1:10:40,  1.73it/s]
Training 2/3 epoch (loss 0.0215):  54%|█████▍    | 8700/16050 [1:35:46<1:12:45,  1.68it/s]
Training 2/3 epoch (loss 0.0033):  54%|█████▍    | 8700/16050 [1:35:46<1:12:45,  1.68it/s]
Training 2/3 epoch (loss 0.0033):  54%|█████▍    | 8701/16050 [1:35:46<1:05:42,  1.86it/s]
Training 2/3 epoch (loss 0.0735):  54%|█████▍    | 8701/16050 [1:35:47<1:05:42,  1.86it/s]
Training 2/3 epoch (loss 0.0735):  54%|█████▍    | 8702/16050 [1:35:47<1:08:28,  1.79it/s]
Training 2/3 epoch (loss 0.0633):  54%|█████▍    | 8702/16050 [1:35:48<1:08:28,  1.79it/s]
Training 2/3 epoch (loss 0.0633):  54%|█████▍    | 8703/16050 [1:35:48<1:10:42,  1.73it/s]
Training 2/3 epoch (loss 0.0562):  54%|█████▍    | 8703/16050 [1:35:48<1:10:42,  1.73it/s]
Training 2/3 epoch (loss 0.0562):  54%|█████▍    | 8704/16050 [1:35:48<1:13:01,  1.68it/s]
Training 2/3 epoch (loss 0.0651):  54%|█████▍    | 8704/16050 [1:35:49<1:13:01,  1.68it/s]
Training 2/3 epoch (loss 0.0651):  54%|█████▍    | 8705/16050 [1:35:49<1:13:12,  1.67it/s]
Training 2/3 epoch (loss 0.0004):  54%|█████▍    | 8705/16050 [1:35:49<1:13:12,  1.67it/s]
Training 2/3 epoch (loss 0.0004):  54%|█████▍    | 8706/16050 [1:35:49<1:08:47,  1.78it/s]
Training 2/3 epoch (loss 0.0378):  54%|█████▍    | 8706/16050 [1:35:50<1:08:47,  1.78it/s]
Training 2/3 epoch (loss 0.0378):  54%|█████▍    | 8707/16050 [1:35:50<1:07:40,  1.81it/s]
Training 2/3 epoch (loss 0.0183):  54%|█████▍    | 8707/16050 [1:35:50<1:07:40,  1.81it/s]
Training 2/3 epoch (loss 0.0183):  54%|█████▍    | 8708/16050 [1:35:50<1:06:14,  1.85it/s]
Training 2/3 epoch (loss 0.0013):  54%|█████▍    | 8708/16050 [1:35:51<1:06:14,  1.85it/s]
Training 2/3 epoch (loss 0.0013):  54%|█████▍    | 8709/16050 [1:35:51<1:05:36,  1.86it/s]
Training 2/3 epoch (loss 0.1199):  54%|█████▍    | 8709/16050 [1:35:52<1:05:36,  1.86it/s]
Training 2/3 epoch (loss 0.1199):  54%|█████▍    | 8710/16050 [1:35:52<1:14:14,  1.65it/s]
Training 2/3 epoch (loss 0.0894):  54%|█████▍    | 8710/16050 [1:35:52<1:14:14,  1.65it/s]
Training 2/3 epoch (loss 0.0894):  54%|█████▍    | 8711/16050 [1:35:52<1:17:46,  1.57it/s]
Training 2/3 epoch (loss 0.5751):  54%|█████▍    | 8711/16050 [1:35:53<1:17:46,  1.57it/s]
Training 2/3 epoch (loss 0.5751):  54%|█████▍    | 8712/16050 [1:35:53<1:18:27,  1.56it/s]
Training 2/3 epoch (loss 0.1845):  54%|█████▍    | 8712/16050 [1:35:54<1:18:27,  1.56it/s]
Training 2/3 epoch (loss 0.1845):  54%|█████▍    | 8713/16050 [1:35:54<1:27:08,  1.40it/s]
Training 2/3 epoch (loss 0.3821):  54%|█████▍    | 8713/16050 [1:35:54<1:27:08,  1.40it/s]
Training 2/3 epoch (loss 0.3821):  54%|█████▍    | 8714/16050 [1:35:54<1:15:56,  1.61it/s]
Training 2/3 epoch (loss 0.0005):  54%|█████▍    | 8714/16050 [1:35:55<1:15:56,  1.61it/s]
Training 2/3 epoch (loss 0.0005):  54%|█████▍    | 8715/16050 [1:35:55<1:06:11,  1.85it/s]
Training 2/3 epoch (loss 0.0002):  54%|█████▍    | 8715/16050 [1:35:55<1:06:11,  1.85it/s]
Training 2/3 epoch (loss 0.0002):  54%|█████▍    | 8716/16050 [1:35:55<1:03:14,  1.93it/s]
Training 2/3 epoch (loss 0.5294):  54%|█████▍    | 8716/16050 [1:35:56<1:03:14,  1.93it/s]
Training 2/3 epoch (loss 0.5294):  54%|█████▍    | 8717/16050 [1:35:56<1:06:20,  1.84it/s]
Training 2/3 epoch (loss 0.3966):  54%|█████▍    | 8717/16050 [1:35:56<1:06:20,  1.84it/s]
Training 2/3 epoch (loss 0.3966):  54%|█████▍    | 8718/16050 [1:35:56<59:09,  2.07it/s]  
Training 2/3 epoch (loss 0.0059):  54%|█████▍    | 8718/16050 [1:35:57<59:09,  2.07it/s]
Training 2/3 epoch (loss 0.0059):  54%|█████▍    | 8719/16050 [1:35:57<1:06:17,  1.84it/s]
Training 2/3 epoch (loss 0.3653):  54%|█████▍    | 8719/16050 [1:35:57<1:06:17,  1.84it/s]
Training 2/3 epoch (loss 0.3653):  54%|█████▍    | 8720/16050 [1:35:57<1:01:09,  2.00it/s]
Training 2/3 epoch (loss 0.0126):  54%|█████▍    | 8720/16050 [1:35:58<1:01:09,  2.00it/s]
Training 2/3 epoch (loss 0.0126):  54%|█████▍    | 8721/16050 [1:35:58<57:53,  2.11it/s]  
Training 2/3 epoch (loss 0.0123):  54%|█████▍    | 8721/16050 [1:35:59<57:53,  2.11it/s]
Training 2/3 epoch (loss 0.0123):  54%|█████▍    | 8722/16050 [1:35:59<1:15:51,  1.61it/s]
Training 2/3 epoch (loss 0.1519):  54%|█████▍    | 8722/16050 [1:35:59<1:15:51,  1.61it/s]
Training 2/3 epoch (loss 0.1519):  54%|█████▍    | 8723/16050 [1:35:59<1:16:01,  1.61it/s]
Training 2/3 epoch (loss 0.0407):  54%|█████▍    | 8723/16050 [1:36:00<1:16:01,  1.61it/s]
Training 2/3 epoch (loss 0.0407):  54%|█████▍    | 8724/16050 [1:36:00<1:10:05,  1.74it/s]
Training 2/3 epoch (loss 0.0241):  54%|█████▍    | 8724/16050 [1:36:00<1:10:05,  1.74it/s]
Training 2/3 epoch (loss 0.0241):  54%|█████▍    | 8725/16050 [1:36:00<1:05:13,  1.87it/s]
Training 2/3 epoch (loss 0.0097):  54%|█████▍    | 8725/16050 [1:36:01<1:05:13,  1.87it/s]
Training 2/3 epoch (loss 0.0097):  54%|█████▍    | 8726/16050 [1:36:01<1:30:59,  1.34it/s]
Training 2/3 epoch (loss 0.0374):  54%|█████▍    | 8726/16050 [1:36:02<1:30:59,  1.34it/s]
Training 2/3 epoch (loss 0.0374):  54%|█████▍    | 8727/16050 [1:36:02<1:37:08,  1.26it/s]
Training 2/3 epoch (loss 0.0024):  54%|█████▍    | 8727/16050 [1:36:03<1:37:08,  1.26it/s]
Training 2/3 epoch (loss 0.0024):  54%|█████▍    | 8728/16050 [1:36:03<1:31:20,  1.34it/s]
Training 2/3 epoch (loss 0.0074):  54%|█████▍    | 8728/16050 [1:36:04<1:31:20,  1.34it/s]
Training 2/3 epoch (loss 0.0074):  54%|█████▍    | 8729/16050 [1:36:04<1:28:11,  1.38it/s]
Training 2/3 epoch (loss 0.3245):  54%|█████▍    | 8729/16050 [1:36:04<1:28:11,  1.38it/s]
Training 2/3 epoch (loss 0.3245):  54%|█████▍    | 8730/16050 [1:36:04<1:19:09,  1.54it/s]
Training 2/3 epoch (loss 0.0696):  54%|█████▍    | 8730/16050 [1:36:05<1:19:09,  1.54it/s]
Training 2/3 epoch (loss 0.0696):  54%|█████▍    | 8731/16050 [1:36:05<1:17:56,  1.56it/s]
Training 2/3 epoch (loss 0.0006):  54%|█████▍    | 8731/16050 [1:36:05<1:17:56,  1.56it/s]
Training 2/3 epoch (loss 0.0006):  54%|█████▍    | 8732/16050 [1:36:05<1:09:36,  1.75it/s]
Training 2/3 epoch (loss 0.0308):  54%|█████▍    | 8732/16050 [1:36:06<1:09:36,  1.75it/s]
Training 2/3 epoch (loss 0.0308):  54%|█████▍    | 8733/16050 [1:36:06<1:07:52,  1.80it/s]
Training 2/3 epoch (loss 0.1646):  54%|█████▍    | 8733/16050 [1:36:06<1:07:52,  1.80it/s]
Training 2/3 epoch (loss 0.1646):  54%|█████▍    | 8734/16050 [1:36:06<1:02:38,  1.95it/s]
Training 2/3 epoch (loss 0.3000):  54%|█████▍    | 8734/16050 [1:36:07<1:02:38,  1.95it/s]
Training 2/3 epoch (loss 0.3000):  54%|█████▍    | 8735/16050 [1:36:07<1:30:26,  1.35it/s]
Training 2/3 epoch (loss 0.0229):  54%|█████▍    | 8735/16050 [1:36:08<1:30:26,  1.35it/s]
Training 2/3 epoch (loss 0.0229):  54%|█████▍    | 8736/16050 [1:36:08<1:17:23,  1.58it/s]
Training 2/3 epoch (loss 0.0028):  54%|█████▍    | 8736/16050 [1:36:08<1:17:23,  1.58it/s]
Training 2/3 epoch (loss 0.0028):  54%|█████▍    | 8737/16050 [1:36:08<1:13:15,  1.66it/s]
Training 2/3 epoch (loss 0.0703):  54%|█████▍    | 8737/16050 [1:36:09<1:13:15,  1.66it/s]
Training 2/3 epoch (loss 0.0703):  54%|█████▍    | 8738/16050 [1:36:09<1:14:10,  1.64it/s]
Training 2/3 epoch (loss 0.0819):  54%|█████▍    | 8738/16050 [1:36:09<1:14:10,  1.64it/s]
Training 2/3 epoch (loss 0.0819):  54%|█████▍    | 8739/16050 [1:36:09<1:15:54,  1.61it/s]
Training 2/3 epoch (loss 0.3374):  54%|█████▍    | 8739/16050 [1:36:10<1:15:54,  1.61it/s]
Training 2/3 epoch (loss 0.3374):  54%|█████▍    | 8740/16050 [1:36:10<1:14:55,  1.63it/s]
Training 2/3 epoch (loss 0.5766):  54%|█████▍    | 8740/16050 [1:36:11<1:14:55,  1.63it/s]
Training 2/3 epoch (loss 0.5766):  54%|█████▍    | 8741/16050 [1:36:11<1:09:27,  1.75it/s]
Training 2/3 epoch (loss 0.6297):  54%|█████▍    | 8741/16050 [1:36:11<1:09:27,  1.75it/s]
Training 2/3 epoch (loss 0.6297):  54%|█████▍    | 8742/16050 [1:36:11<1:03:40,  1.91it/s]
Training 2/3 epoch (loss 0.0155):  54%|█████▍    | 8742/16050 [1:36:11<1:03:40,  1.91it/s]
Training 2/3 epoch (loss 0.0155):  54%|█████▍    | 8743/16050 [1:36:11<1:02:52,  1.94it/s]
Training 2/3 epoch (loss 0.0244):  54%|█████▍    | 8743/16050 [1:36:12<1:02:52,  1.94it/s]
Training 2/3 epoch (loss 0.0244):  54%|█████▍    | 8744/16050 [1:36:12<1:00:10,  2.02it/s]
Training 2/3 epoch (loss 0.0218):  54%|█████▍    | 8744/16050 [1:36:13<1:00:10,  2.02it/s]
Training 2/3 epoch (loss 0.0218):  54%|█████▍    | 8745/16050 [1:36:13<1:06:32,  1.83it/s]
Training 2/3 epoch (loss 0.1401):  54%|█████▍    | 8745/16050 [1:36:13<1:06:32,  1.83it/s]
Training 2/3 epoch (loss 0.1401):  54%|█████▍    | 8746/16050 [1:36:13<59:08,  2.06it/s]  
Training 2/3 epoch (loss 0.3137):  54%|█████▍    | 8746/16050 [1:36:15<59:08,  2.06it/s]
Training 2/3 epoch (loss 0.3137):  54%|█████▍    | 8747/16050 [1:36:15<2:02:45,  1.01s/it]
Training 2/3 epoch (loss 0.0168):  54%|█████▍    | 8747/16050 [1:36:16<2:02:45,  1.01s/it]
Training 2/3 epoch (loss 0.0168):  55%|█████▍    | 8748/16050 [1:36:16<1:42:47,  1.18it/s]
Training 2/3 epoch (loss 0.6238):  55%|█████▍    | 8748/16050 [1:36:16<1:42:47,  1.18it/s]
Training 2/3 epoch (loss 0.6238):  55%|█████▍    | 8749/16050 [1:36:16<1:25:56,  1.42it/s]
Training 2/3 epoch (loss 0.2234):  55%|█████▍    | 8749/16050 [1:36:17<1:25:56,  1.42it/s]
Training 2/3 epoch (loss 0.2234):  55%|█████▍    | 8750/16050 [1:36:17<1:28:19,  1.38it/s]
Training 2/3 epoch (loss 0.0710):  55%|█████▍    | 8750/16050 [1:36:17<1:28:19,  1.38it/s]
Training 2/3 epoch (loss 0.0710):  55%|█████▍    | 8751/16050 [1:36:17<1:21:50,  1.49it/s]
Training 2/3 epoch (loss 0.0685):  55%|█████▍    | 8751/16050 [1:36:18<1:21:50,  1.49it/s]
Training 2/3 epoch (loss 0.0685):  55%|█████▍    | 8752/16050 [1:36:18<1:22:50,  1.47it/s]
Training 2/3 epoch (loss 0.2411):  55%|█████▍    | 8752/16050 [1:36:20<1:22:50,  1.47it/s]
Training 2/3 epoch (loss 0.2411):  55%|█████▍    | 8753/16050 [1:36:20<2:24:04,  1.18s/it]
Training 2/3 epoch (loss 0.0023):  55%|█████▍    | 8753/16050 [1:36:21<2:24:04,  1.18s/it]
Training 2/3 epoch (loss 0.0023):  55%|█████▍    | 8754/16050 [1:36:21<2:07:27,  1.05s/it]
Training 2/3 epoch (loss 0.0051):  55%|█████▍    | 8754/16050 [1:36:22<2:07:27,  1.05s/it]
Training 2/3 epoch (loss 0.0051):  55%|█████▍    | 8755/16050 [1:36:22<1:48:32,  1.12it/s]
Training 2/3 epoch (loss 0.0287):  55%|█████▍    | 8755/16050 [1:36:22<1:48:32,  1.12it/s]
Training 2/3 epoch (loss 0.0287):  55%|█████▍    | 8756/16050 [1:36:22<1:33:15,  1.30it/s]
Training 2/3 epoch (loss 0.0039):  55%|█████▍    | 8756/16050 [1:36:23<1:33:15,  1.30it/s]
Training 2/3 epoch (loss 0.0039):  55%|█████▍    | 8757/16050 [1:36:23<1:24:30,  1.44it/s]
Training 2/3 epoch (loss 0.0118):  55%|█████▍    | 8757/16050 [1:36:23<1:24:30,  1.44it/s]
Training 2/3 epoch (loss 0.0118):  55%|█████▍    | 8758/16050 [1:36:23<1:18:24,  1.55it/s]
Training 2/3 epoch (loss 0.3378):  55%|█████▍    | 8758/16050 [1:36:23<1:18:24,  1.55it/s]
Training 2/3 epoch (loss 0.3378):  55%|█████▍    | 8759/16050 [1:36:23<1:06:29,  1.83it/s]
Training 2/3 epoch (loss 0.0008):  55%|█████▍    | 8759/16050 [1:36:24<1:06:29,  1.83it/s]
Training 2/3 epoch (loss 0.0008):  55%|█████▍    | 8760/16050 [1:36:24<1:00:26,  2.01it/s]
Training 2/3 epoch (loss 0.3968):  55%|█████▍    | 8760/16050 [1:36:24<1:00:26,  2.01it/s]
Training 2/3 epoch (loss 0.3968):  55%|█████▍    | 8761/16050 [1:36:24<1:02:01,  1.96it/s]
Training 2/3 epoch (loss 0.0070):  55%|█████▍    | 8761/16050 [1:36:25<1:02:01,  1.96it/s]
Training 2/3 epoch (loss 0.0070):  55%|█████▍    | 8762/16050 [1:36:25<1:02:31,  1.94it/s]
Training 2/3 epoch (loss 0.4063):  55%|█████▍    | 8762/16050 [1:36:25<1:02:31,  1.94it/s]
Training 2/3 epoch (loss 0.4063):  55%|█████▍    | 8763/16050 [1:36:25<58:33,  2.07it/s]  
Training 2/3 epoch (loss 0.3485):  55%|█████▍    | 8763/16050 [1:36:26<58:33,  2.07it/s]
Training 2/3 epoch (loss 0.3485):  55%|█████▍    | 8764/16050 [1:36:26<1:03:15,  1.92it/s]
Training 2/3 epoch (loss 0.4703):  55%|█████▍    | 8764/16050 [1:36:26<1:03:15,  1.92it/s]
Training 2/3 epoch (loss 0.4703):  55%|█████▍    | 8765/16050 [1:36:26<56:43,  2.14it/s]  
Training 2/3 epoch (loss 0.3109):  55%|█████▍    | 8765/16050 [1:36:27<56:43,  2.14it/s]
Training 2/3 epoch (loss 0.3109):  55%|█████▍    | 8766/16050 [1:36:27<56:10,  2.16it/s]
Training 2/3 epoch (loss 0.0019):  55%|█████▍    | 8766/16050 [1:36:27<56:10,  2.16it/s]
Training 2/3 epoch (loss 0.0019):  55%|█████▍    | 8767/16050 [1:36:27<59:02,  2.06it/s]
Training 2/3 epoch (loss 0.0005):  55%|█████▍    | 8767/16050 [1:36:28<59:02,  2.06it/s]
Training 2/3 epoch (loss 0.0005):  55%|█████▍    | 8768/16050 [1:36:28<1:01:09,  1.98it/s]
Training 2/3 epoch (loss 0.2613):  55%|█████▍    | 8768/16050 [1:36:28<1:01:09,  1.98it/s]
Training 2/3 epoch (loss 0.2613):  55%|█████▍    | 8769/16050 [1:36:28<1:01:57,  1.96it/s]
Training 2/3 epoch (loss 0.1453):  55%|█████▍    | 8769/16050 [1:36:29<1:01:57,  1.96it/s]
Training 2/3 epoch (loss 0.1453):  55%|█████▍    | 8770/16050 [1:36:29<58:28,  2.08it/s]  
Training 2/3 epoch (loss 0.2872):  55%|█████▍    | 8770/16050 [1:36:29<58:28,  2.08it/s]
Training 2/3 epoch (loss 0.2872):  55%|█████▍    | 8771/16050 [1:36:29<1:03:24,  1.91it/s]
Training 2/3 epoch (loss 0.0405):  55%|█████▍    | 8771/16050 [1:36:30<1:03:24,  1.91it/s]
Training 2/3 epoch (loss 0.0405):  55%|█████▍    | 8772/16050 [1:36:30<1:01:10,  1.98it/s]
Training 2/3 epoch (loss 0.0069):  55%|█████▍    | 8772/16050 [1:36:30<1:01:10,  1.98it/s]
Training 2/3 epoch (loss 0.0069):  55%|█████▍    | 8773/16050 [1:36:30<55:24,  2.19it/s]  
Training 2/3 epoch (loss 0.8100):  55%|█████▍    | 8773/16050 [1:36:31<55:24,  2.19it/s]
Training 2/3 epoch (loss 0.8100):  55%|█████▍    | 8774/16050 [1:36:31<1:08:24,  1.77it/s]
Training 2/3 epoch (loss 0.0085):  55%|█████▍    | 8774/16050 [1:36:32<1:08:24,  1.77it/s]
Training 2/3 epoch (loss 0.0085):  55%|█████▍    | 8775/16050 [1:36:32<1:10:36,  1.72it/s]
Training 2/3 epoch (loss 0.1486):  55%|█████▍    | 8775/16050 [1:36:32<1:10:36,  1.72it/s]
Training 2/3 epoch (loss 0.1486):  55%|█████▍    | 8776/16050 [1:36:32<1:04:09,  1.89it/s]
Training 2/3 epoch (loss 0.0084):  55%|█████▍    | 8776/16050 [1:36:33<1:04:09,  1.89it/s]
Training 2/3 epoch (loss 0.0084):  55%|█████▍    | 8777/16050 [1:36:33<1:03:46,  1.90it/s]
Training 2/3 epoch (loss 0.0020):  55%|█████▍    | 8777/16050 [1:36:33<1:03:46,  1.90it/s]
Training 2/3 epoch (loss 0.0020):  55%|█████▍    | 8778/16050 [1:36:33<1:02:35,  1.94it/s]
Training 2/3 epoch (loss 0.0028):  55%|█████▍    | 8778/16050 [1:36:34<1:02:35,  1.94it/s]
Training 2/3 epoch (loss 0.0028):  55%|█████▍    | 8779/16050 [1:36:34<1:06:55,  1.81it/s]
Training 2/3 epoch (loss 0.2236):  55%|█████▍    | 8779/16050 [1:36:34<1:06:55,  1.81it/s]
Training 2/3 epoch (loss 0.2236):  55%|█████▍    | 8780/16050 [1:36:34<1:05:48,  1.84it/s]
Training 2/3 epoch (loss 0.0049):  55%|█████▍    | 8780/16050 [1:36:36<1:05:48,  1.84it/s]
Training 2/3 epoch (loss 0.0049):  55%|█████▍    | 8781/16050 [1:36:36<1:38:09,  1.23it/s]
Training 2/3 epoch (loss 0.1845):  55%|█████▍    | 8781/16050 [1:36:36<1:38:09,  1.23it/s]
Training 2/3 epoch (loss 0.1845):  55%|█████▍    | 8782/16050 [1:36:36<1:31:06,  1.33it/s]
Training 2/3 epoch (loss 0.5396):  55%|█████▍    | 8782/16050 [1:36:37<1:31:06,  1.33it/s]
Training 2/3 epoch (loss 0.5396):  55%|█████▍    | 8783/16050 [1:36:37<1:23:45,  1.45it/s]
Training 2/3 epoch (loss 0.2671):  55%|█████▍    | 8783/16050 [1:36:37<1:23:45,  1.45it/s]
Training 2/3 epoch (loss 0.2671):  55%|█████▍    | 8784/16050 [1:36:37<1:20:19,  1.51it/s]
Training 2/3 epoch (loss 0.0015):  55%|█████▍    | 8784/16050 [1:36:38<1:20:19,  1.51it/s]
Training 2/3 epoch (loss 0.0015):  55%|█████▍    | 8785/16050 [1:36:38<1:15:06,  1.61it/s]
Training 2/3 epoch (loss 0.3607):  55%|█████▍    | 8785/16050 [1:36:38<1:15:06,  1.61it/s]
Training 2/3 epoch (loss 0.3607):  55%|█████▍    | 8786/16050 [1:36:38<1:08:21,  1.77it/s]
Training 2/3 epoch (loss 0.0003):  55%|█████▍    | 8786/16050 [1:36:39<1:08:21,  1.77it/s]
Training 2/3 epoch (loss 0.0003):  55%|█████▍    | 8787/16050 [1:36:39<1:02:25,  1.94it/s]
Training 2/3 epoch (loss 0.0032):  55%|█████▍    | 8787/16050 [1:36:39<1:02:25,  1.94it/s]
Training 2/3 epoch (loss 0.0032):  55%|█████▍    | 8788/16050 [1:36:39<1:02:30,  1.94it/s]
Training 2/3 epoch (loss 0.1166):  55%|█████▍    | 8788/16050 [1:36:40<1:02:30,  1.94it/s]
Training 2/3 epoch (loss 0.1166):  55%|█████▍    | 8789/16050 [1:36:40<56:40,  2.14it/s]  
Training 2/3 epoch (loss 0.0604):  55%|█████▍    | 8789/16050 [1:36:40<56:40,  2.14it/s]
Training 2/3 epoch (loss 0.0604):  55%|█████▍    | 8790/16050 [1:36:40<58:59,  2.05it/s]
Training 2/3 epoch (loss 0.0010):  55%|█████▍    | 8790/16050 [1:36:41<58:59,  2.05it/s]
Training 2/3 epoch (loss 0.0010):  55%|█████▍    | 8791/16050 [1:36:41<1:02:33,  1.93it/s]
Training 2/3 epoch (loss 0.0046):  55%|█████▍    | 8791/16050 [1:36:41<1:02:33,  1.93it/s]
Training 2/3 epoch (loss 0.0046):  55%|█████▍    | 8792/16050 [1:36:41<1:05:04,  1.86it/s]
Training 2/3 epoch (loss 0.0054):  55%|█████▍    | 8792/16050 [1:36:42<1:05:04,  1.86it/s]
Training 2/3 epoch (loss 0.0054):  55%|█████▍    | 8793/16050 [1:36:42<1:02:34,  1.93it/s]
Training 2/3 epoch (loss 0.0914):  55%|█████▍    | 8793/16050 [1:36:42<1:02:34,  1.93it/s]
Training 2/3 epoch (loss 0.0914):  55%|█████▍    | 8794/16050 [1:36:42<1:00:42,  1.99it/s]
Training 2/3 epoch (loss 0.0115):  55%|█████▍    | 8794/16050 [1:36:43<1:00:42,  1.99it/s]
Training 2/3 epoch (loss 0.0115):  55%|█████▍    | 8795/16050 [1:36:43<56:17,  2.15it/s]  
Training 2/3 epoch (loss 0.0009):  55%|█████▍    | 8795/16050 [1:36:43<56:17,  2.15it/s]
Training 2/3 epoch (loss 0.0009):  55%|█████▍    | 8796/16050 [1:36:43<54:09,  2.23it/s]
Training 2/3 epoch (loss 0.1177):  55%|█████▍    | 8796/16050 [1:36:44<54:09,  2.23it/s]
Training 2/3 epoch (loss 0.1177):  55%|█████▍    | 8797/16050 [1:36:44<1:06:18,  1.82it/s]
Training 2/3 epoch (loss 0.0108):  55%|█████▍    | 8797/16050 [1:36:44<1:06:18,  1.82it/s]
Training 2/3 epoch (loss 0.0108):  55%|█████▍    | 8798/16050 [1:36:44<1:09:08,  1.75it/s]
Training 2/3 epoch (loss 0.2019):  55%|█████▍    | 8798/16050 [1:36:45<1:09:08,  1.75it/s]
Training 2/3 epoch (loss 0.2019):  55%|█████▍    | 8799/16050 [1:36:45<1:09:06,  1.75it/s]
Training 2/3 epoch (loss 0.0064):  55%|█████▍    | 8799/16050 [1:36:46<1:09:06,  1.75it/s]
Training 2/3 epoch (loss 0.0064):  55%|█████▍    | 8800/16050 [1:36:46<1:13:50,  1.64it/s]
Training 2/3 epoch (loss 0.0219):  55%|█████▍    | 8800/16050 [1:36:46<1:13:50,  1.64it/s]
Training 2/3 epoch (loss 0.0219):  55%|█████▍    | 8801/16050 [1:36:46<1:09:22,  1.74it/s]
Training 2/3 epoch (loss 0.0016):  55%|█████▍    | 8801/16050 [1:36:47<1:09:22,  1.74it/s]
Training 2/3 epoch (loss 0.0016):  55%|█████▍    | 8802/16050 [1:36:47<1:11:13,  1.70it/s]
Training 2/3 epoch (loss 0.0664):  55%|█████▍    | 8802/16050 [1:36:48<1:11:13,  1.70it/s]
Training 2/3 epoch (loss 0.0664):  55%|█████▍    | 8803/16050 [1:36:48<1:13:44,  1.64it/s]
Training 2/3 epoch (loss 0.0227):  55%|█████▍    | 8803/16050 [1:36:48<1:13:44,  1.64it/s]
Training 2/3 epoch (loss 0.0227):  55%|█████▍    | 8804/16050 [1:36:48<1:12:18,  1.67it/s]
Training 2/3 epoch (loss 0.4111):  55%|█████▍    | 8804/16050 [1:36:49<1:12:18,  1.67it/s]
Training 2/3 epoch (loss 0.4111):  55%|█████▍    | 8805/16050 [1:36:49<1:07:14,  1.80it/s]
Training 2/3 epoch (loss 0.0120):  55%|█████▍    | 8805/16050 [1:36:49<1:07:14,  1.80it/s]
Training 2/3 epoch (loss 0.0120):  55%|█████▍    | 8806/16050 [1:36:49<1:14:40,  1.62it/s]
Training 2/3 epoch (loss 0.0188):  55%|█████▍    | 8806/16050 [1:36:50<1:14:40,  1.62it/s]
Training 2/3 epoch (loss 0.0188):  55%|█████▍    | 8807/16050 [1:36:50<1:12:44,  1.66it/s]
Training 2/3 epoch (loss 0.1440):  55%|█████▍    | 8807/16050 [1:36:50<1:12:44,  1.66it/s]
Training 2/3 epoch (loss 0.1440):  55%|█████▍    | 8808/16050 [1:36:50<1:07:01,  1.80it/s]
Training 2/3 epoch (loss 0.1930):  55%|█████▍    | 8808/16050 [1:36:51<1:07:01,  1.80it/s]
Training 2/3 epoch (loss 0.1930):  55%|█████▍    | 8809/16050 [1:36:51<1:03:05,  1.91it/s]
Training 2/3 epoch (loss 0.0196):  55%|█████▍    | 8809/16050 [1:36:51<1:03:05,  1.91it/s]
Training 2/3 epoch (loss 0.0196):  55%|█████▍    | 8810/16050 [1:36:51<1:03:01,  1.91it/s]
Training 2/3 epoch (loss 0.0010):  55%|█████▍    | 8810/16050 [1:36:52<1:03:01,  1.91it/s]
Training 2/3 epoch (loss 0.0010):  55%|█████▍    | 8811/16050 [1:36:52<59:18,  2.03it/s]  
Training 2/3 epoch (loss 0.7131):  55%|█████▍    | 8811/16050 [1:36:52<59:18,  2.03it/s]
Training 2/3 epoch (loss 0.7131):  55%|█████▍    | 8812/16050 [1:36:52<1:00:31,  1.99it/s]
Training 2/3 epoch (loss 0.0588):  55%|█████▍    | 8812/16050 [1:36:53<1:00:31,  1.99it/s]
Training 2/3 epoch (loss 0.0588):  55%|█████▍    | 8813/16050 [1:36:53<1:03:37,  1.90it/s]
Training 2/3 epoch (loss 0.3193):  55%|█████▍    | 8813/16050 [1:36:53<1:03:37,  1.90it/s]
Training 2/3 epoch (loss 0.3193):  55%|█████▍    | 8814/16050 [1:36:53<1:02:00,  1.94it/s]
Training 2/3 epoch (loss 0.0054):  55%|█████▍    | 8814/16050 [1:36:54<1:02:00,  1.94it/s]
Training 2/3 epoch (loss 0.0054):  55%|█████▍    | 8815/16050 [1:36:54<1:01:25,  1.96it/s]
Training 2/3 epoch (loss 0.0039):  55%|█████▍    | 8815/16050 [1:36:54<1:01:25,  1.96it/s]
Training 2/3 epoch (loss 0.0039):  55%|█████▍    | 8816/16050 [1:36:54<57:55,  2.08it/s]  
Training 2/3 epoch (loss 0.0236):  55%|█████▍    | 8816/16050 [1:36:55<57:55,  2.08it/s]
Training 2/3 epoch (loss 0.0236):  55%|█████▍    | 8817/16050 [1:36:55<54:31,  2.21it/s]
Training 2/3 epoch (loss 0.0018):  55%|█████▍    | 8817/16050 [1:36:55<54:31,  2.21it/s]
Training 2/3 epoch (loss 0.0018):  55%|█████▍    | 8818/16050 [1:36:55<52:02,  2.32it/s]
Training 2/3 epoch (loss 0.0475):  55%|█████▍    | 8818/16050 [1:36:55<52:02,  2.32it/s]
Training 2/3 epoch (loss 0.0475):  55%|█████▍    | 8819/16050 [1:36:55<55:23,  2.18it/s]
Training 2/3 epoch (loss 0.5583):  55%|█████▍    | 8819/16050 [1:36:57<55:23,  2.18it/s]
Training 2/3 epoch (loss 0.5583):  55%|█████▍    | 8820/16050 [1:36:57<1:17:06,  1.56it/s]
Training 2/3 epoch (loss 0.0091):  55%|█████▍    | 8820/16050 [1:36:57<1:17:06,  1.56it/s]
Training 2/3 epoch (loss 0.0091):  55%|█████▍    | 8821/16050 [1:36:57<1:17:42,  1.55it/s]
Training 2/3 epoch (loss 0.3535):  55%|█████▍    | 8821/16050 [1:36:58<1:17:42,  1.55it/s]
Training 2/3 epoch (loss 0.3535):  55%|█████▍    | 8822/16050 [1:36:58<1:16:18,  1.58it/s]
Training 2/3 epoch (loss 0.0853):  55%|█████▍    | 8822/16050 [1:36:58<1:16:18,  1.58it/s]
Training 2/3 epoch (loss 0.0853):  55%|█████▍    | 8823/16050 [1:36:58<1:12:05,  1.67it/s]
Training 2/3 epoch (loss 0.0015):  55%|█████▍    | 8823/16050 [1:36:59<1:12:05,  1.67it/s]
Training 2/3 epoch (loss 0.0015):  55%|█████▍    | 8824/16050 [1:36:59<1:11:51,  1.68it/s]
Training 2/3 epoch (loss 0.4753):  55%|█████▍    | 8824/16050 [1:36:59<1:11:51,  1.68it/s]
Training 2/3 epoch (loss 0.4753):  55%|█████▍    | 8825/16050 [1:36:59<1:05:06,  1.85it/s]
Training 2/3 epoch (loss 0.0235):  55%|█████▍    | 8825/16050 [1:37:00<1:05:06,  1.85it/s]
Training 2/3 epoch (loss 0.0235):  55%|█████▍    | 8826/16050 [1:37:00<1:16:09,  1.58it/s]
Training 2/3 epoch (loss 0.3145):  55%|█████▍    | 8826/16050 [1:37:01<1:16:09,  1.58it/s]
Training 2/3 epoch (loss 0.3145):  55%|█████▍    | 8827/16050 [1:37:01<1:11:31,  1.68it/s]
Training 2/3 epoch (loss 0.2155):  55%|█████▍    | 8827/16050 [1:37:03<1:11:31,  1.68it/s]
Training 2/3 epoch (loss 0.2155):  55%|█████▌    | 8828/16050 [1:37:03<2:11:09,  1.09s/it]
Training 2/3 epoch (loss 0.0260):  55%|█████▌    | 8828/16050 [1:37:04<2:11:09,  1.09s/it]
Training 2/3 epoch (loss 0.0260):  55%|█████▌    | 8829/16050 [1:37:04<2:13:02,  1.11s/it]
Training 2/3 epoch (loss 0.0547):  55%|█████▌    | 8829/16050 [1:37:05<2:13:02,  1.11s/it]
Training 2/3 epoch (loss 0.0547):  55%|█████▌    | 8830/16050 [1:37:05<1:55:48,  1.04it/s]
Training 2/3 epoch (loss 0.0218):  55%|█████▌    | 8830/16050 [1:37:05<1:55:48,  1.04it/s]
Training 2/3 epoch (loss 0.0218):  55%|█████▌    | 8831/16050 [1:37:05<1:39:33,  1.21it/s]
Training 2/3 epoch (loss 0.0963):  55%|█████▌    | 8831/16050 [1:37:06<1:39:33,  1.21it/s]
Training 2/3 epoch (loss 0.0963):  55%|█████▌    | 8832/16050 [1:37:06<1:24:57,  1.42it/s]
Training 2/3 epoch (loss 0.1617):  55%|█████▌    | 8832/16050 [1:37:06<1:24:57,  1.42it/s]
Training 2/3 epoch (loss 0.1617):  55%|█████▌    | 8833/16050 [1:37:06<1:27:08,  1.38it/s]
Training 2/3 epoch (loss 0.0404):  55%|█████▌    | 8833/16050 [1:37:07<1:27:08,  1.38it/s]
Training 2/3 epoch (loss 0.0404):  55%|█████▌    | 8834/16050 [1:37:07<1:21:23,  1.48it/s]
Training 2/3 epoch (loss 0.0001):  55%|█████▌    | 8834/16050 [1:37:07<1:21:23,  1.48it/s]
Training 2/3 epoch (loss 0.0001):  55%|█████▌    | 8835/16050 [1:37:07<1:13:35,  1.63it/s]
Training 2/3 epoch (loss 0.0001):  55%|█████▌    | 8835/16050 [1:37:08<1:13:35,  1.63it/s]
Training 2/3 epoch (loss 0.0001):  55%|█████▌    | 8836/16050 [1:37:08<1:12:40,  1.65it/s]
Training 2/3 epoch (loss 0.0458):  55%|█████▌    | 8836/16050 [1:37:09<1:12:40,  1.65it/s]
Training 2/3 epoch (loss 0.0458):  55%|█████▌    | 8837/16050 [1:37:09<1:12:47,  1.65it/s]
Training 2/3 epoch (loss 0.0041):  55%|█████▌    | 8837/16050 [1:37:09<1:12:47,  1.65it/s]
Training 2/3 epoch (loss 0.0041):  55%|█████▌    | 8838/16050 [1:37:09<1:11:48,  1.67it/s]
Training 2/3 epoch (loss 0.0002):  55%|█████▌    | 8838/16050 [1:37:10<1:11:48,  1.67it/s]
Training 2/3 epoch (loss 0.0002):  55%|█████▌    | 8839/16050 [1:37:10<1:11:41,  1.68it/s]
Training 2/3 epoch (loss 0.2196):  55%|█████▌    | 8839/16050 [1:37:10<1:11:41,  1.68it/s]
Training 2/3 epoch (loss 0.2196):  55%|█████▌    | 8840/16050 [1:37:10<1:09:10,  1.74it/s]
Training 2/3 epoch (loss 0.0152):  55%|█████▌    | 8840/16050 [1:37:11<1:09:10,  1.74it/s]
Training 2/3 epoch (loss 0.0152):  55%|█████▌    | 8841/16050 [1:37:11<1:07:09,  1.79it/s]
Training 2/3 epoch (loss 0.0078):  55%|█████▌    | 8841/16050 [1:37:11<1:07:09,  1.79it/s]
Training 2/3 epoch (loss 0.0078):  55%|█████▌    | 8842/16050 [1:37:11<1:03:32,  1.89it/s]
Training 2/3 epoch (loss 0.0066):  55%|█████▌    | 8842/16050 [1:37:12<1:03:32,  1.89it/s]
Training 2/3 epoch (loss 0.0066):  55%|█████▌    | 8843/16050 [1:37:12<1:01:43,  1.95it/s]
Training 2/3 epoch (loss 0.0025):  55%|█████▌    | 8843/16050 [1:37:12<1:01:43,  1.95it/s]
Training 2/3 epoch (loss 0.0025):  55%|█████▌    | 8844/16050 [1:37:12<58:00,  2.07it/s]  
Training 2/3 epoch (loss 0.1725):  55%|█████▌    | 8844/16050 [1:37:15<58:00,  2.07it/s]
Training 2/3 epoch (loss 0.1725):  55%|█████▌    | 8845/16050 [1:37:15<2:05:03,  1.04s/it]
Training 2/3 epoch (loss 0.0395):  55%|█████▌    | 8845/16050 [1:37:15<2:05:03,  1.04s/it]
Training 2/3 epoch (loss 0.0395):  55%|█████▌    | 8846/16050 [1:37:15<1:51:27,  1.08it/s]
Training 2/3 epoch (loss 0.0092):  55%|█████▌    | 8846/16050 [1:37:16<1:51:27,  1.08it/s]
Training 2/3 epoch (loss 0.0092):  55%|█████▌    | 8847/16050 [1:37:16<1:35:05,  1.26it/s]
Training 2/3 epoch (loss 0.2010):  55%|█████▌    | 8847/16050 [1:37:18<1:35:05,  1.26it/s]
Training 2/3 epoch (loss 0.2010):  55%|█████▌    | 8848/16050 [1:37:18<2:26:18,  1.22s/it]
Training 2/3 epoch (loss 0.0158):  55%|█████▌    | 8848/16050 [1:37:19<2:26:18,  1.22s/it]
Training 2/3 epoch (loss 0.0158):  55%|█████▌    | 8849/16050 [1:37:19<2:15:19,  1.13s/it]
Training 2/3 epoch (loss 0.0414):  55%|█████▌    | 8849/16050 [1:37:20<2:15:19,  1.13s/it]
Training 2/3 epoch (loss 0.0414):  55%|█████▌    | 8850/16050 [1:37:20<2:07:34,  1.06s/it]
Training 2/3 epoch (loss 0.0055):  55%|█████▌    | 8850/16050 [1:37:20<2:07:34,  1.06s/it]
Training 2/3 epoch (loss 0.0055):  55%|█████▌    | 8851/16050 [1:37:20<1:44:15,  1.15it/s]
Training 2/3 epoch (loss 0.3242):  55%|█████▌    | 8851/16050 [1:37:21<1:44:15,  1.15it/s]
Training 2/3 epoch (loss 0.3242):  55%|█████▌    | 8852/16050 [1:37:21<1:33:44,  1.28it/s]
Training 2/3 epoch (loss 0.0025):  55%|█████▌    | 8852/16050 [1:37:21<1:33:44,  1.28it/s]
Training 2/3 epoch (loss 0.0025):  55%|█████▌    | 8853/16050 [1:37:21<1:26:45,  1.38it/s]
Training 2/3 epoch (loss 0.2350):  55%|█████▌    | 8853/16050 [1:37:22<1:26:45,  1.38it/s]
Training 2/3 epoch (loss 0.2350):  55%|█████▌    | 8854/16050 [1:37:22<1:19:30,  1.51it/s]
Training 2/3 epoch (loss 0.1288):  55%|█████▌    | 8854/16050 [1:37:23<1:19:30,  1.51it/s]
Training 2/3 epoch (loss 0.1288):  55%|█████▌    | 8855/16050 [1:37:23<1:20:08,  1.50it/s]
Training 2/3 epoch (loss 0.1112):  55%|█████▌    | 8855/16050 [1:37:23<1:20:08,  1.50it/s]
Training 2/3 epoch (loss 0.1112):  55%|█████▌    | 8856/16050 [1:37:23<1:19:57,  1.50it/s]
Training 2/3 epoch (loss 0.4235):  55%|█████▌    | 8856/16050 [1:37:24<1:19:57,  1.50it/s]
Training 2/3 epoch (loss 0.4235):  55%|█████▌    | 8857/16050 [1:37:24<1:14:29,  1.61it/s]
Training 2/3 epoch (loss 0.4476):  55%|█████▌    | 8857/16050 [1:37:24<1:14:29,  1.61it/s]
Training 2/3 epoch (loss 0.4476):  55%|█████▌    | 8858/16050 [1:37:24<1:15:41,  1.58it/s]
Training 2/3 epoch (loss 0.0003):  55%|█████▌    | 8858/16050 [1:37:25<1:15:41,  1.58it/s]
Training 2/3 epoch (loss 0.0003):  55%|█████▌    | 8859/16050 [1:37:25<1:07:44,  1.77it/s]
Training 2/3 epoch (loss 0.2735):  55%|█████▌    | 8859/16050 [1:37:25<1:07:44,  1.77it/s]
Training 2/3 epoch (loss 0.2735):  55%|█████▌    | 8860/16050 [1:37:25<59:29,  2.01it/s]  
Training 2/3 epoch (loss 0.6088):  55%|█████▌    | 8860/16050 [1:37:26<59:29,  2.01it/s]
Training 2/3 epoch (loss 0.6088):  55%|█████▌    | 8861/16050 [1:37:26<57:41,  2.08it/s]
Training 2/3 epoch (loss 0.3714):  55%|█████▌    | 8861/16050 [1:37:26<57:41,  2.08it/s]
Training 2/3 epoch (loss 0.3714):  55%|█████▌    | 8862/16050 [1:37:26<55:23,  2.16it/s]
Training 2/3 epoch (loss 0.0011):  55%|█████▌    | 8862/16050 [1:37:27<55:23,  2.16it/s]
Training 2/3 epoch (loss 0.0011):  55%|█████▌    | 8863/16050 [1:37:27<58:36,  2.04it/s]
Training 2/3 epoch (loss 0.2137):  55%|█████▌    | 8863/16050 [1:37:27<58:36,  2.04it/s]
Training 2/3 epoch (loss 0.2137):  55%|█████▌    | 8864/16050 [1:37:27<55:14,  2.17it/s]
Training 2/3 epoch (loss 0.0222):  55%|█████▌    | 8864/16050 [1:37:28<55:14,  2.17it/s]
Training 2/3 epoch (loss 0.0222):  55%|█████▌    | 8865/16050 [1:37:28<1:01:28,  1.95it/s]
Training 2/3 epoch (loss 0.0001):  55%|█████▌    | 8865/16050 [1:37:28<1:01:28,  1.95it/s]
Training 2/3 epoch (loss 0.0001):  55%|█████▌    | 8866/16050 [1:37:28<59:13,  2.02it/s]  
Training 2/3 epoch (loss 0.2466):  55%|█████▌    | 8866/16050 [1:37:29<59:13,  2.02it/s]
Training 2/3 epoch (loss 0.2466):  55%|█████▌    | 8867/16050 [1:37:29<1:03:21,  1.89it/s]
Training 2/3 epoch (loss 0.4549):  55%|█████▌    | 8867/16050 [1:37:29<1:03:21,  1.89it/s]
Training 2/3 epoch (loss 0.4549):  55%|█████▌    | 8868/16050 [1:37:29<1:08:04,  1.76it/s]
Training 2/3 epoch (loss 0.0074):  55%|█████▌    | 8868/16050 [1:37:30<1:08:04,  1.76it/s]
Training 2/3 epoch (loss 0.0074):  55%|█████▌    | 8869/16050 [1:37:30<1:17:59,  1.53it/s]
Training 2/3 epoch (loss 0.0039):  55%|█████▌    | 8869/16050 [1:37:31<1:17:59,  1.53it/s]
Training 2/3 epoch (loss 0.0039):  55%|█████▌    | 8870/16050 [1:37:31<1:25:15,  1.40it/s]
Training 2/3 epoch (loss 0.4332):  55%|█████▌    | 8870/16050 [1:37:32<1:25:15,  1.40it/s]
Training 2/3 epoch (loss 0.4332):  55%|█████▌    | 8871/16050 [1:37:32<1:25:46,  1.40it/s]
Training 2/3 epoch (loss 0.8717):  55%|█████▌    | 8871/16050 [1:37:32<1:25:46,  1.40it/s]
Training 2/3 epoch (loss 0.8717):  55%|█████▌    | 8872/16050 [1:37:32<1:16:05,  1.57it/s]
Training 2/3 epoch (loss 0.3789):  55%|█████▌    | 8872/16050 [1:37:33<1:16:05,  1.57it/s]
Training 2/3 epoch (loss 0.3789):  55%|█████▌    | 8873/16050 [1:37:33<1:07:41,  1.77it/s]
Training 2/3 epoch (loss 0.0097):  55%|█████▌    | 8873/16050 [1:37:33<1:07:41,  1.77it/s]
Training 2/3 epoch (loss 0.0097):  55%|█████▌    | 8874/16050 [1:37:33<1:09:46,  1.71it/s]
Training 2/3 epoch (loss 0.0072):  55%|█████▌    | 8874/16050 [1:37:34<1:09:46,  1.71it/s]
Training 2/3 epoch (loss 0.0072):  55%|█████▌    | 8875/16050 [1:37:34<1:13:12,  1.63it/s]
Training 2/3 epoch (loss 0.2394):  55%|█████▌    | 8875/16050 [1:37:34<1:13:12,  1.63it/s]
Training 2/3 epoch (loss 0.2394):  55%|█████▌    | 8876/16050 [1:37:34<1:06:10,  1.81it/s]
Training 2/3 epoch (loss 0.4720):  55%|█████▌    | 8876/16050 [1:37:35<1:06:10,  1.81it/s]
Training 2/3 epoch (loss 0.4720):  55%|█████▌    | 8877/16050 [1:37:35<1:03:21,  1.89it/s]
Training 2/3 epoch (loss 0.1842):  55%|█████▌    | 8877/16050 [1:37:35<1:03:21,  1.89it/s]
Training 2/3 epoch (loss 0.1842):  55%|█████▌    | 8878/16050 [1:37:35<1:06:24,  1.80it/s]
Training 2/3 epoch (loss 0.8608):  55%|█████▌    | 8878/16050 [1:37:36<1:06:24,  1.80it/s]
Training 2/3 epoch (loss 0.8608):  55%|█████▌    | 8879/16050 [1:37:36<59:14,  2.02it/s]  
Training 2/3 epoch (loss 0.0050):  55%|█████▌    | 8879/16050 [1:37:36<59:14,  2.02it/s]
Training 2/3 epoch (loss 0.0050):  55%|█████▌    | 8880/16050 [1:37:36<1:05:19,  1.83it/s]
Training 2/3 epoch (loss 0.2918):  55%|█████▌    | 8880/16050 [1:37:39<1:05:19,  1.83it/s]
Training 2/3 epoch (loss 0.2918):  55%|█████▌    | 8881/16050 [1:37:39<2:05:23,  1.05s/it]
Training 2/3 epoch (loss 0.0360):  55%|█████▌    | 8881/16050 [1:37:39<2:05:23,  1.05s/it]
Training 2/3 epoch (loss 0.0360):  55%|█████▌    | 8882/16050 [1:37:39<1:44:24,  1.14it/s]
Training 2/3 epoch (loss 0.0094):  55%|█████▌    | 8882/16050 [1:37:40<1:44:24,  1.14it/s]
Training 2/3 epoch (loss 0.0094):  55%|█████▌    | 8883/16050 [1:37:40<1:36:04,  1.24it/s]
Training 2/3 epoch (loss 0.0656):  55%|█████▌    | 8883/16050 [1:37:40<1:36:04,  1.24it/s]
Training 2/3 epoch (loss 0.0656):  55%|█████▌    | 8884/16050 [1:37:40<1:29:00,  1.34it/s]
Training 2/3 epoch (loss 0.0501):  55%|█████▌    | 8884/16050 [1:37:41<1:29:00,  1.34it/s]
Training 2/3 epoch (loss 0.0501):  55%|█████▌    | 8885/16050 [1:37:41<1:18:43,  1.52it/s]
Training 2/3 epoch (loss 0.4293):  55%|█████▌    | 8885/16050 [1:37:41<1:18:43,  1.52it/s]
Training 2/3 epoch (loss 0.4293):  55%|█████▌    | 8886/16050 [1:37:41<1:14:11,  1.61it/s]
Training 2/3 epoch (loss 0.5522):  55%|█████▌    | 8886/16050 [1:37:42<1:14:11,  1.61it/s]
Training 2/3 epoch (loss 0.5522):  55%|█████▌    | 8887/16050 [1:37:42<1:04:33,  1.85it/s]
Training 2/3 epoch (loss 0.7082):  55%|█████▌    | 8887/16050 [1:37:42<1:04:33,  1.85it/s]
Training 2/3 epoch (loss 0.7082):  55%|█████▌    | 8888/16050 [1:37:42<1:03:35,  1.88it/s]
Training 2/3 epoch (loss 0.1016):  55%|█████▌    | 8888/16050 [1:37:43<1:03:35,  1.88it/s]
Training 2/3 epoch (loss 0.1016):  55%|█████▌    | 8889/16050 [1:37:43<1:17:54,  1.53it/s]
Training 2/3 epoch (loss 0.0099):  55%|█████▌    | 8889/16050 [1:37:44<1:17:54,  1.53it/s]
Training 2/3 epoch (loss 0.0099):  55%|█████▌    | 8890/16050 [1:37:44<1:17:09,  1.55it/s]
Training 2/3 epoch (loss 0.4753):  55%|█████▌    | 8890/16050 [1:37:44<1:17:09,  1.55it/s]
Training 2/3 epoch (loss 0.4753):  55%|█████▌    | 8891/16050 [1:37:44<1:13:16,  1.63it/s]
Training 2/3 epoch (loss 0.3681):  55%|█████▌    | 8891/16050 [1:37:45<1:13:16,  1.63it/s]
Training 2/3 epoch (loss 0.3681):  55%|█████▌    | 8892/16050 [1:37:45<1:10:18,  1.70it/s]
Training 2/3 epoch (loss 0.0033):  55%|█████▌    | 8892/16050 [1:37:45<1:10:18,  1.70it/s]
Training 2/3 epoch (loss 0.0033):  55%|█████▌    | 8893/16050 [1:37:45<1:08:50,  1.73it/s]
Training 2/3 epoch (loss 0.5401):  55%|█████▌    | 8893/16050 [1:37:46<1:08:50,  1.73it/s]
Training 2/3 epoch (loss 0.5401):  55%|█████▌    | 8894/16050 [1:37:46<1:05:11,  1.83it/s]
Training 2/3 epoch (loss 0.0504):  55%|█████▌    | 8894/16050 [1:37:46<1:05:11,  1.83it/s]
Training 2/3 epoch (loss 0.0504):  55%|█████▌    | 8895/16050 [1:37:46<1:00:28,  1.97it/s]
Training 2/3 epoch (loss 0.0059):  55%|█████▌    | 8895/16050 [1:37:47<1:00:28,  1.97it/s]
Training 2/3 epoch (loss 0.0059):  55%|█████▌    | 8896/16050 [1:37:47<1:04:07,  1.86it/s]
Training 2/3 epoch (loss 0.0056):  55%|█████▌    | 8896/16050 [1:37:47<1:04:07,  1.86it/s]
Training 2/3 epoch (loss 0.0056):  55%|█████▌    | 8897/16050 [1:37:47<1:03:59,  1.86it/s]
Training 2/3 epoch (loss 0.0039):  55%|█████▌    | 8897/16050 [1:37:48<1:03:59,  1.86it/s]
Training 2/3 epoch (loss 0.0039):  55%|█████▌    | 8898/16050 [1:37:48<1:01:00,  1.95it/s]
Training 2/3 epoch (loss 0.0078):  55%|█████▌    | 8898/16050 [1:37:48<1:01:00,  1.95it/s]
Training 2/3 epoch (loss 0.0078):  55%|█████▌    | 8899/16050 [1:37:48<57:17,  2.08it/s]  
Training 2/3 epoch (loss 0.0994):  55%|█████▌    | 8899/16050 [1:37:49<57:17,  2.08it/s]
Training 2/3 epoch (loss 0.0994):  55%|█████▌    | 8900/16050 [1:37:49<1:04:03,  1.86it/s]
Training 2/3 epoch (loss 0.0011):  55%|█████▌    | 8900/16050 [1:37:49<1:04:03,  1.86it/s]
Training 2/3 epoch (loss 0.0011):  55%|█████▌    | 8901/16050 [1:37:49<59:06,  2.02it/s]  
Training 2/3 epoch (loss 0.0210):  55%|█████▌    | 8901/16050 [1:37:50<59:06,  2.02it/s]
Training 2/3 epoch (loss 0.0210):  55%|█████▌    | 8902/16050 [1:37:50<1:00:42,  1.96it/s]
Training 2/3 epoch (loss 0.0183):  55%|█████▌    | 8902/16050 [1:37:50<1:00:42,  1.96it/s]
Training 2/3 epoch (loss 0.0183):  55%|█████▌    | 8903/16050 [1:37:50<1:03:27,  1.88it/s]
Training 2/3 epoch (loss 0.0206):  55%|█████▌    | 8903/16050 [1:37:51<1:03:27,  1.88it/s]
Training 2/3 epoch (loss 0.0206):  55%|█████▌    | 8904/16050 [1:37:51<1:06:38,  1.79it/s]
Training 2/3 epoch (loss 0.0056):  55%|█████▌    | 8904/16050 [1:37:52<1:06:38,  1.79it/s]
Training 2/3 epoch (loss 0.0056):  55%|█████▌    | 8905/16050 [1:37:52<1:14:04,  1.61it/s]
Training 2/3 epoch (loss 0.0008):  55%|█████▌    | 8905/16050 [1:37:52<1:14:04,  1.61it/s]
Training 2/3 epoch (loss 0.0008):  55%|█████▌    | 8906/16050 [1:37:52<1:06:57,  1.78it/s]
Training 2/3 epoch (loss 0.0019):  55%|█████▌    | 8906/16050 [1:37:53<1:06:57,  1.78it/s]
Training 2/3 epoch (loss 0.0019):  55%|█████▌    | 8907/16050 [1:37:53<1:09:12,  1.72it/s]
Training 2/3 epoch (loss 0.0048):  55%|█████▌    | 8907/16050 [1:37:54<1:09:12,  1.72it/s]
Training 2/3 epoch (loss 0.0048):  56%|█████▌    | 8908/16050 [1:37:54<1:12:41,  1.64it/s]
Training 2/3 epoch (loss 0.6222):  56%|█████▌    | 8908/16050 [1:37:54<1:12:41,  1.64it/s]
Training 2/3 epoch (loss 0.6222):  56%|█████▌    | 8909/16050 [1:37:54<1:05:37,  1.81it/s]
Training 2/3 epoch (loss 0.0002):  56%|█████▌    | 8909/16050 [1:37:54<1:05:37,  1.81it/s]
Training 2/3 epoch (loss 0.0002):  56%|█████▌    | 8910/16050 [1:37:54<57:42,  2.06it/s]  
Training 2/3 epoch (loss 0.0358):  56%|█████▌    | 8910/16050 [1:37:55<57:42,  2.06it/s]
Training 2/3 epoch (loss 0.0358):  56%|█████▌    | 8911/16050 [1:37:55<1:12:40,  1.64it/s]
Training 2/3 epoch (loss 0.0085):  56%|█████▌    | 8911/16050 [1:37:56<1:12:40,  1.64it/s]
Training 2/3 epoch (loss 0.0085):  56%|█████▌    | 8912/16050 [1:37:56<1:10:36,  1.68it/s]
Training 2/3 epoch (loss 0.2730):  56%|█████▌    | 8912/16050 [1:37:56<1:10:36,  1.68it/s]
Training 2/3 epoch (loss 0.2730):  56%|█████▌    | 8913/16050 [1:37:56<1:07:17,  1.77it/s]
Training 2/3 epoch (loss 0.1112):  56%|█████▌    | 8913/16050 [1:37:57<1:07:17,  1.77it/s]
Training 2/3 epoch (loss 0.1112):  56%|█████▌    | 8914/16050 [1:37:57<1:17:16,  1.54it/s]
Training 2/3 epoch (loss 0.3062):  56%|█████▌    | 8914/16050 [1:37:58<1:17:16,  1.54it/s]
Training 2/3 epoch (loss 0.3062):  56%|█████▌    | 8915/16050 [1:37:58<1:12:59,  1.63it/s]
Training 2/3 epoch (loss 0.0452):  56%|█████▌    | 8915/16050 [1:37:58<1:12:59,  1.63it/s]
Training 2/3 epoch (loss 0.0452):  56%|█████▌    | 8916/16050 [1:37:58<1:13:07,  1.63it/s]
Training 2/3 epoch (loss 0.0179):  56%|█████▌    | 8916/16050 [1:37:59<1:13:07,  1.63it/s]
Training 2/3 epoch (loss 0.0179):  56%|█████▌    | 8917/16050 [1:37:59<1:07:56,  1.75it/s]
Training 2/3 epoch (loss 0.0062):  56%|█████▌    | 8917/16050 [1:37:59<1:07:56,  1.75it/s]
Training 2/3 epoch (loss 0.0062):  56%|█████▌    | 8918/16050 [1:37:59<1:01:38,  1.93it/s]
Training 2/3 epoch (loss 0.0285):  56%|█████▌    | 8918/16050 [1:38:00<1:01:38,  1.93it/s]
Training 2/3 epoch (loss 0.0285):  56%|█████▌    | 8919/16050 [1:38:00<1:04:28,  1.84it/s]
Training 2/3 epoch (loss 0.0734):  56%|█████▌    | 8919/16050 [1:38:00<1:04:28,  1.84it/s]
Training 2/3 epoch (loss 0.0734):  56%|█████▌    | 8920/16050 [1:38:00<1:07:00,  1.77it/s]
Training 2/3 epoch (loss 0.0474):  56%|█████▌    | 8920/16050 [1:38:01<1:07:00,  1.77it/s]
Training 2/3 epoch (loss 0.0474):  56%|█████▌    | 8921/16050 [1:38:01<1:06:24,  1.79it/s]
Training 2/3 epoch (loss 0.3700):  56%|█████▌    | 8921/16050 [1:38:01<1:06:24,  1.79it/s]
Training 2/3 epoch (loss 0.3700):  56%|█████▌    | 8922/16050 [1:38:01<1:02:35,  1.90it/s]
Training 2/3 epoch (loss 0.0175):  56%|█████▌    | 8922/16050 [1:38:02<1:02:35,  1.90it/s]
Training 2/3 epoch (loss 0.0175):  56%|█████▌    | 8923/16050 [1:38:02<1:02:53,  1.89it/s]
Training 2/3 epoch (loss 0.1145):  56%|█████▌    | 8923/16050 [1:38:02<1:02:53,  1.89it/s]
Training 2/3 epoch (loss 0.1145):  56%|█████▌    | 8924/16050 [1:38:02<1:06:06,  1.80it/s]
Training 2/3 epoch (loss 0.1011):  56%|█████▌    | 8924/16050 [1:38:03<1:06:06,  1.80it/s]
Training 2/3 epoch (loss 0.1011):  56%|█████▌    | 8925/16050 [1:38:03<1:10:08,  1.69it/s]
Training 2/3 epoch (loss 0.0299):  56%|█████▌    | 8925/16050 [1:38:04<1:10:08,  1.69it/s]
Training 2/3 epoch (loss 0.0299):  56%|█████▌    | 8926/16050 [1:38:04<1:07:43,  1.75it/s]
Training 2/3 epoch (loss 0.0005):  56%|█████▌    | 8926/16050 [1:38:04<1:07:43,  1.75it/s]
Training 2/3 epoch (loss 0.0005):  56%|█████▌    | 8927/16050 [1:38:04<1:06:33,  1.78it/s]
Training 2/3 epoch (loss 0.0105):  56%|█████▌    | 8927/16050 [1:38:05<1:06:33,  1.78it/s]
Training 2/3 epoch (loss 0.0105):  56%|█████▌    | 8928/16050 [1:38:05<1:06:34,  1.78it/s]
Training 2/3 epoch (loss 0.0255):  56%|█████▌    | 8928/16050 [1:38:05<1:06:34,  1.78it/s]
Training 2/3 epoch (loss 0.0255):  56%|█████▌    | 8929/16050 [1:38:05<1:07:31,  1.76it/s]
Training 2/3 epoch (loss 0.1002):  56%|█████▌    | 8929/16050 [1:38:06<1:07:31,  1.76it/s]
Training 2/3 epoch (loss 0.1002):  56%|█████▌    | 8930/16050 [1:38:06<1:01:51,  1.92it/s]
Training 2/3 epoch (loss 0.4594):  56%|█████▌    | 8930/16050 [1:38:06<1:01:51,  1.92it/s]
Training 2/3 epoch (loss 0.4594):  56%|█████▌    | 8931/16050 [1:38:06<57:25,  2.07it/s]  
Training 2/3 epoch (loss 0.0331):  56%|█████▌    | 8931/16050 [1:38:07<57:25,  2.07it/s]
Training 2/3 epoch (loss 0.0331):  56%|█████▌    | 8932/16050 [1:38:07<58:51,  2.02it/s]
Training 2/3 epoch (loss 0.0021):  56%|█████▌    | 8932/16050 [1:38:07<58:51,  2.02it/s]
Training 2/3 epoch (loss 0.0021):  56%|█████▌    | 8933/16050 [1:38:07<55:41,  2.13it/s]
Training 2/3 epoch (loss 0.0156):  56%|█████▌    | 8933/16050 [1:38:08<55:41,  2.13it/s]
Training 2/3 epoch (loss 0.0156):  56%|█████▌    | 8934/16050 [1:38:08<1:04:55,  1.83it/s]
Training 2/3 epoch (loss 0.0222):  56%|█████▌    | 8934/16050 [1:38:08<1:04:55,  1.83it/s]
Training 2/3 epoch (loss 0.0222):  56%|█████▌    | 8935/16050 [1:38:08<1:06:04,  1.79it/s]
Training 2/3 epoch (loss 0.1306):  56%|█████▌    | 8935/16050 [1:38:09<1:06:04,  1.79it/s]
Training 2/3 epoch (loss 0.1306):  56%|█████▌    | 8936/16050 [1:38:09<1:10:42,  1.68it/s]
Training 2/3 epoch (loss 0.0018):  56%|█████▌    | 8936/16050 [1:38:10<1:10:42,  1.68it/s]
Training 2/3 epoch (loss 0.0018):  56%|█████▌    | 8937/16050 [1:38:10<1:33:20,  1.27it/s]
Training 2/3 epoch (loss 0.0047):  56%|█████▌    | 8937/16050 [1:38:11<1:33:20,  1.27it/s]
Training 2/3 epoch (loss 0.0047):  56%|█████▌    | 8938/16050 [1:38:11<1:26:11,  1.38it/s]
Training 2/3 epoch (loss 0.3429):  56%|█████▌    | 8938/16050 [1:38:11<1:26:11,  1.38it/s]
Training 2/3 epoch (loss 0.3429):  56%|█████▌    | 8939/16050 [1:38:11<1:14:47,  1.58it/s]
Training 2/3 epoch (loss 0.0215):  56%|█████▌    | 8939/16050 [1:38:12<1:14:47,  1.58it/s]
Training 2/3 epoch (loss 0.0215):  56%|█████▌    | 8940/16050 [1:38:12<1:14:34,  1.59it/s]
Training 2/3 epoch (loss 0.1087):  56%|█████▌    | 8940/16050 [1:38:13<1:14:34,  1.59it/s]
Training 2/3 epoch (loss 0.1087):  56%|█████▌    | 8941/16050 [1:38:13<1:23:18,  1.42it/s]
Training 2/3 epoch (loss 0.2932):  56%|█████▌    | 8941/16050 [1:38:13<1:23:18,  1.42it/s]
Training 2/3 epoch (loss 0.2932):  56%|█████▌    | 8942/16050 [1:38:13<1:15:02,  1.58it/s]
Training 2/3 epoch (loss 0.0051):  56%|█████▌    | 8942/16050 [1:38:14<1:15:02,  1.58it/s]
Training 2/3 epoch (loss 0.0051):  56%|█████▌    | 8943/16050 [1:38:14<1:09:00,  1.72it/s]
Training 2/3 epoch (loss 0.0029):  56%|█████▌    | 8943/16050 [1:38:14<1:09:00,  1.72it/s]
Training 2/3 epoch (loss 0.0029):  56%|█████▌    | 8944/16050 [1:38:14<1:11:37,  1.65it/s]
Training 2/3 epoch (loss 0.0849):  56%|█████▌    | 8944/16050 [1:38:15<1:11:37,  1.65it/s]
Training 2/3 epoch (loss 0.0849):  56%|█████▌    | 8945/16050 [1:38:15<1:17:01,  1.54it/s]
Training 2/3 epoch (loss 0.4763):  56%|█████▌    | 8945/16050 [1:38:16<1:17:01,  1.54it/s]
Training 2/3 epoch (loss 0.4763):  56%|█████▌    | 8946/16050 [1:38:16<1:06:16,  1.79it/s]
Training 2/3 epoch (loss 0.0061):  56%|█████▌    | 8946/16050 [1:38:16<1:06:16,  1.79it/s]
Training 2/3 epoch (loss 0.0061):  56%|█████▌    | 8947/16050 [1:38:16<59:21,  1.99it/s]  
Training 2/3 epoch (loss 0.3168):  56%|█████▌    | 8947/16050 [1:38:18<59:21,  1.99it/s]
Training 2/3 epoch (loss 0.3168):  56%|█████▌    | 8948/16050 [1:38:18<2:01:02,  1.02s/it]
Training 2/3 epoch (loss 0.0286):  56%|█████▌    | 8948/16050 [1:38:19<2:01:02,  1.02s/it]
Training 2/3 epoch (loss 0.0286):  56%|█████▌    | 8949/16050 [1:38:19<1:40:41,  1.18it/s]
Training 2/3 epoch (loss 0.0001):  56%|█████▌    | 8949/16050 [1:38:19<1:40:41,  1.18it/s]
Training 2/3 epoch (loss 0.0001):  56%|█████▌    | 8950/16050 [1:38:19<1:24:28,  1.40it/s]
Training 2/3 epoch (loss 0.1294):  56%|█████▌    | 8950/16050 [1:38:20<1:24:28,  1.40it/s]
Training 2/3 epoch (loss 0.1294):  56%|█████▌    | 8951/16050 [1:38:20<1:33:08,  1.27it/s]
Training 2/3 epoch (loss 0.0948):  56%|█████▌    | 8951/16050 [1:38:20<1:33:08,  1.27it/s]
Training 2/3 epoch (loss 0.0948):  56%|█████▌    | 8952/16050 [1:38:20<1:22:36,  1.43it/s]
Training 2/3 epoch (loss 0.3505):  56%|█████▌    | 8952/16050 [1:38:21<1:22:36,  1.43it/s]
Training 2/3 epoch (loss 0.3505):  56%|█████▌    | 8953/16050 [1:38:21<1:09:38,  1.70it/s]
Training 2/3 epoch (loss 0.0193):  56%|█████▌    | 8953/16050 [1:38:21<1:09:38,  1.70it/s]
Training 2/3 epoch (loss 0.0193):  56%|█████▌    | 8954/16050 [1:38:21<1:05:26,  1.81it/s]
Training 2/3 epoch (loss 0.0012):  56%|█████▌    | 8954/16050 [1:38:22<1:05:26,  1.81it/s]
Training 2/3 epoch (loss 0.0012):  56%|█████▌    | 8955/16050 [1:38:22<1:02:00,  1.91it/s]
Training 2/3 epoch (loss 0.1429):  56%|█████▌    | 8955/16050 [1:38:22<1:02:00,  1.91it/s]
Training 2/3 epoch (loss 0.1429):  56%|█████▌    | 8956/16050 [1:38:22<56:19,  2.10it/s]  
Training 2/3 epoch (loss 0.0007):  56%|█████▌    | 8956/16050 [1:38:22<56:19,  2.10it/s]
Training 2/3 epoch (loss 0.0007):  56%|█████▌    | 8957/16050 [1:38:22<53:27,  2.21it/s]
Training 2/3 epoch (loss 0.0002):  56%|█████▌    | 8957/16050 [1:38:23<53:27,  2.21it/s]
Training 2/3 epoch (loss 0.0002):  56%|█████▌    | 8958/16050 [1:38:23<56:02,  2.11it/s]
Training 2/3 epoch (loss 0.0098):  56%|█████▌    | 8958/16050 [1:38:24<56:02,  2.11it/s]
Training 2/3 epoch (loss 0.0098):  56%|█████▌    | 8959/16050 [1:38:24<1:00:11,  1.96it/s]
Training 2/3 epoch (loss 0.0112):  56%|█████▌    | 8959/16050 [1:38:25<1:00:11,  1.96it/s]
Training 2/3 epoch (loss 0.0112):  56%|█████▌    | 8960/16050 [1:38:25<1:21:56,  1.44it/s]
Training 2/3 epoch (loss 0.8389):  56%|█████▌    | 8960/16050 [1:38:25<1:21:56,  1.44it/s]
Training 2/3 epoch (loss 0.8389):  56%|█████▌    | 8961/16050 [1:38:25<1:13:53,  1.60it/s]
Training 2/3 epoch (loss 0.1320):  56%|█████▌    | 8961/16050 [1:38:26<1:13:53,  1.60it/s]
Training 2/3 epoch (loss 0.1320):  56%|█████▌    | 8962/16050 [1:38:26<1:07:33,  1.75it/s]
Training 2/3 epoch (loss 0.1657):  56%|█████▌    | 8962/16050 [1:38:28<1:07:33,  1.75it/s]
Training 2/3 epoch (loss 0.1657):  56%|█████▌    | 8963/16050 [1:38:28<2:06:12,  1.07s/it]
Training 2/3 epoch (loss 0.0009):  56%|█████▌    | 8963/16050 [1:38:28<2:06:12,  1.07s/it]
Training 2/3 epoch (loss 0.0009):  56%|█████▌    | 8964/16050 [1:38:28<1:47:10,  1.10it/s]
Training 2/3 epoch (loss 0.0037):  56%|█████▌    | 8964/16050 [1:38:29<1:47:10,  1.10it/s]
Training 2/3 epoch (loss 0.0037):  56%|█████▌    | 8965/16050 [1:38:29<1:34:02,  1.26it/s]
Training 2/3 epoch (loss 0.0068):  56%|█████▌    | 8965/16050 [1:38:29<1:34:02,  1.26it/s]
Training 2/3 epoch (loss 0.0068):  56%|█████▌    | 8966/16050 [1:38:29<1:24:52,  1.39it/s]
Training 2/3 epoch (loss 0.0001):  56%|█████▌    | 8966/16050 [1:38:30<1:24:52,  1.39it/s]
Training 2/3 epoch (loss 0.0001):  56%|█████▌    | 8967/16050 [1:38:30<1:16:01,  1.55it/s]
Training 2/3 epoch (loss 0.0042):  56%|█████▌    | 8967/16050 [1:38:31<1:16:01,  1.55it/s]
Training 2/3 epoch (loss 0.0042):  56%|█████▌    | 8968/16050 [1:38:31<1:14:34,  1.58it/s]
Training 2/3 epoch (loss 0.0014):  56%|█████▌    | 8968/16050 [1:38:31<1:14:34,  1.58it/s]
Training 2/3 epoch (loss 0.0014):  56%|█████▌    | 8969/16050 [1:38:31<1:05:08,  1.81it/s]
Training 2/3 epoch (loss 0.0100):  56%|█████▌    | 8969/16050 [1:38:32<1:05:08,  1.81it/s]
Training 2/3 epoch (loss 0.0100):  56%|█████▌    | 8970/16050 [1:38:32<1:09:25,  1.70it/s]
Training 2/3 epoch (loss 0.0003):  56%|█████▌    | 8970/16050 [1:38:32<1:09:25,  1.70it/s]
Training 2/3 epoch (loss 0.0003):  56%|█████▌    | 8971/16050 [1:38:32<1:05:01,  1.81it/s]
Training 2/3 epoch (loss 0.0177):  56%|█████▌    | 8971/16050 [1:38:32<1:05:01,  1.81it/s]
Training 2/3 epoch (loss 0.0177):  56%|█████▌    | 8972/16050 [1:38:32<1:00:15,  1.96it/s]
Training 2/3 epoch (loss 0.3368):  56%|█████▌    | 8972/16050 [1:38:33<1:00:15,  1.96it/s]
Training 2/3 epoch (loss 0.3368):  56%|█████▌    | 8973/16050 [1:38:33<56:52,  2.07it/s]  
Training 2/3 epoch (loss 0.0476):  56%|█████▌    | 8973/16050 [1:38:33<56:52,  2.07it/s]
Training 2/3 epoch (loss 0.0476):  56%|█████▌    | 8974/16050 [1:38:33<1:01:29,  1.92it/s]
Training 2/3 epoch (loss 0.4208):  56%|█████▌    | 8974/16050 [1:38:34<1:01:29,  1.92it/s]
Training 2/3 epoch (loss 0.4208):  56%|█████▌    | 8975/16050 [1:38:34<1:03:23,  1.86it/s]
Training 2/3 epoch (loss 0.1112):  56%|█████▌    | 8975/16050 [1:38:35<1:03:23,  1.86it/s]
Training 2/3 epoch (loss 0.1112):  56%|█████▌    | 8976/16050 [1:38:35<1:01:52,  1.91it/s]
Training 2/3 epoch (loss 0.0084):  56%|█████▌    | 8976/16050 [1:38:35<1:01:52,  1.91it/s]
Training 2/3 epoch (loss 0.0084):  56%|█████▌    | 8977/16050 [1:38:35<55:11,  2.14it/s]  
Training 2/3 epoch (loss 0.3700):  56%|█████▌    | 8977/16050 [1:38:35<55:11,  2.14it/s]
Training 2/3 epoch (loss 0.3700):  56%|█████▌    | 8978/16050 [1:38:35<50:50,  2.32it/s]
Training 2/3 epoch (loss 0.0103):  56%|█████▌    | 8978/16050 [1:38:36<50:50,  2.32it/s]
Training 2/3 epoch (loss 0.0103):  56%|█████▌    | 8979/16050 [1:38:36<47:30,  2.48it/s]
Training 2/3 epoch (loss 0.2924):  56%|█████▌    | 8979/16050 [1:38:36<47:30,  2.48it/s]
Training 2/3 epoch (loss 0.2924):  56%|█████▌    | 8980/16050 [1:38:36<47:30,  2.48it/s]
Training 2/3 epoch (loss 0.0087):  56%|█████▌    | 8980/16050 [1:38:37<47:30,  2.48it/s]
Training 2/3 epoch (loss 0.0087):  56%|█████▌    | 8981/16050 [1:38:37<1:00:14,  1.96it/s]
Training 2/3 epoch (loss 0.1618):  56%|█████▌    | 8981/16050 [1:38:37<1:00:14,  1.96it/s]
Training 2/3 epoch (loss 0.1618):  56%|█████▌    | 8982/16050 [1:38:37<1:04:37,  1.82it/s]
Training 2/3 epoch (loss 0.0208):  56%|█████▌    | 8982/16050 [1:38:38<1:04:37,  1.82it/s]
Training 2/3 epoch (loss 0.0208):  56%|█████▌    | 8983/16050 [1:38:38<1:01:46,  1.91it/s]
Training 2/3 epoch (loss 0.3816):  56%|█████▌    | 8983/16050 [1:38:38<1:01:46,  1.91it/s]
Training 2/3 epoch (loss 0.3816):  56%|█████▌    | 8984/16050 [1:38:38<1:00:49,  1.94it/s]
Training 2/3 epoch (loss 0.0066):  56%|█████▌    | 8984/16050 [1:38:39<1:00:49,  1.94it/s]
Training 2/3 epoch (loss 0.0066):  56%|█████▌    | 8985/16050 [1:38:39<57:06,  2.06it/s]  
Training 2/3 epoch (loss 0.0180):  56%|█████▌    | 8985/16050 [1:38:39<57:06,  2.06it/s]
Training 2/3 epoch (loss 0.0180):  56%|█████▌    | 8986/16050 [1:38:39<1:00:59,  1.93it/s]
Training 2/3 epoch (loss 0.0055):  56%|█████▌    | 8986/16050 [1:38:40<1:00:59,  1.93it/s]
Training 2/3 epoch (loss 0.0055):  56%|█████▌    | 8987/16050 [1:38:40<1:05:50,  1.79it/s]
Training 2/3 epoch (loss 0.0282):  56%|█████▌    | 8987/16050 [1:38:40<1:05:50,  1.79it/s]
Training 2/3 epoch (loss 0.0282):  56%|█████▌    | 8988/16050 [1:38:40<1:03:02,  1.87it/s]
Training 2/3 epoch (loss 0.0033):  56%|█████▌    | 8988/16050 [1:38:41<1:03:02,  1.87it/s]
Training 2/3 epoch (loss 0.0033):  56%|█████▌    | 8989/16050 [1:38:41<1:06:11,  1.78it/s]
Training 2/3 epoch (loss 0.0070):  56%|█████▌    | 8989/16050 [1:38:42<1:06:11,  1.78it/s]
Training 2/3 epoch (loss 0.0070):  56%|█████▌    | 8990/16050 [1:38:42<1:13:18,  1.61it/s]
Training 2/3 epoch (loss 0.0070):  56%|█████▌    | 8990/16050 [1:38:42<1:13:18,  1.61it/s]
Training 2/3 epoch (loss 0.0070):  56%|█████▌    | 8991/16050 [1:38:42<1:08:24,  1.72it/s]
Training 2/3 epoch (loss 0.2336):  56%|█████▌    | 8991/16050 [1:38:45<1:08:24,  1.72it/s]
Training 2/3 epoch (loss 0.2336):  56%|█████▌    | 8992/16050 [1:38:45<2:07:06,  1.08s/it]
Training 2/3 epoch (loss 0.2906):  56%|█████▌    | 8992/16050 [1:38:45<2:07:06,  1.08s/it]
Training 2/3 epoch (loss 0.2906):  56%|█████▌    | 8993/16050 [1:38:45<1:44:29,  1.13it/s]
Training 2/3 epoch (loss 0.3922):  56%|█████▌    | 8993/16050 [1:38:45<1:44:29,  1.13it/s]
Training 2/3 epoch (loss 0.3922):  56%|█████▌    | 8994/16050 [1:38:45<1:29:07,  1.32it/s]
Training 2/3 epoch (loss 0.0072):  56%|█████▌    | 8994/16050 [1:38:46<1:29:07,  1.32it/s]
Training 2/3 epoch (loss 0.0072):  56%|█████▌    | 8995/16050 [1:38:46<1:16:49,  1.53it/s]
Training 2/3 epoch (loss 0.0191):  56%|█████▌    | 8995/16050 [1:38:46<1:16:49,  1.53it/s]
Training 2/3 epoch (loss 0.0191):  56%|█████▌    | 8996/16050 [1:38:46<1:12:15,  1.63it/s]
Training 2/3 epoch (loss 0.0012):  56%|█████▌    | 8996/16050 [1:38:47<1:12:15,  1.63it/s]
Training 2/3 epoch (loss 0.0012):  56%|█████▌    | 8997/16050 [1:38:47<1:11:48,  1.64it/s]
Training 2/3 epoch (loss 0.0329):  56%|█████▌    | 8997/16050 [1:38:47<1:11:48,  1.64it/s]
Training 2/3 epoch (loss 0.0329):  56%|█████▌    | 8998/16050 [1:38:47<1:06:25,  1.77it/s]
Training 2/3 epoch (loss 0.3814):  56%|█████▌    | 8998/16050 [1:38:48<1:06:25,  1.77it/s]
Training 2/3 epoch (loss 0.3814):  56%|█████▌    | 8999/16050 [1:38:48<1:00:28,  1.94it/s]
Training 2/3 epoch (loss 0.0019):  56%|█████▌    | 8999/16050 [1:38:48<1:00:28,  1.94it/s]
Training 2/3 epoch (loss 0.0019):  56%|█████▌    | 9000/16050 [1:38:48<56:48,  2.07it/s]  
Training 2/3 epoch (loss 0.0009):  56%|█████▌    | 9000/16050 [1:38:49<56:48,  2.07it/s]
Training 2/3 epoch (loss 0.0009):  56%|█████▌    | 9001/16050 [1:38:49<59:19,  1.98it/s]
Training 2/3 epoch (loss 0.0516):  56%|█████▌    | 9001/16050 [1:38:49<59:19,  1.98it/s]
Training 2/3 epoch (loss 0.0516):  56%|█████▌    | 9002/16050 [1:38:49<1:02:09,  1.89it/s]
Training 2/3 epoch (loss 0.0098):  56%|█████▌    | 9002/16050 [1:38:50<1:02:09,  1.89it/s]
Training 2/3 epoch (loss 0.0098):  56%|█████▌    | 9003/16050 [1:38:50<1:02:41,  1.87it/s]
Training 2/3 epoch (loss 0.0054):  56%|█████▌    | 9003/16050 [1:38:50<1:02:41,  1.87it/s]
Training 2/3 epoch (loss 0.0054):  56%|█████▌    | 9004/16050 [1:38:50<58:27,  2.01it/s]  
Training 2/3 epoch (loss 0.0120):  56%|█████▌    | 9004/16050 [1:38:51<58:27,  2.01it/s]
Training 2/3 epoch (loss 0.0120):  56%|█████▌    | 9005/16050 [1:38:51<1:01:51,  1.90it/s]
Training 2/3 epoch (loss 0.3619):  56%|█████▌    | 9005/16050 [1:38:52<1:01:51,  1.90it/s]
Training 2/3 epoch (loss 0.3619):  56%|█████▌    | 9006/16050 [1:38:52<1:04:27,  1.82it/s]
Training 2/3 epoch (loss 0.0095):  56%|█████▌    | 9006/16050 [1:38:52<1:04:27,  1.82it/s]
Training 2/3 epoch (loss 0.0095):  56%|█████▌    | 9007/16050 [1:38:52<1:03:53,  1.84it/s]
Training 2/3 epoch (loss 0.0003):  56%|█████▌    | 9007/16050 [1:38:53<1:03:53,  1.84it/s]
Training 2/3 epoch (loss 0.0003):  56%|█████▌    | 9008/16050 [1:38:53<1:00:50,  1.93it/s]
Training 2/3 epoch (loss 0.0007):  56%|█████▌    | 9008/16050 [1:38:53<1:00:50,  1.93it/s]
Training 2/3 epoch (loss 0.0007):  56%|█████▌    | 9009/16050 [1:38:53<1:13:16,  1.60it/s]
Training 2/3 epoch (loss 0.0534):  56%|█████▌    | 9009/16050 [1:38:54<1:13:16,  1.60it/s]
Training 2/3 epoch (loss 0.0534):  56%|█████▌    | 9010/16050 [1:38:54<1:10:06,  1.67it/s]
Training 2/3 epoch (loss 0.0524):  56%|█████▌    | 9010/16050 [1:38:55<1:10:06,  1.67it/s]
Training 2/3 epoch (loss 0.0524):  56%|█████▌    | 9011/16050 [1:38:55<1:09:47,  1.68it/s]
Training 2/3 epoch (loss 0.4618):  56%|█████▌    | 9011/16050 [1:38:55<1:09:47,  1.68it/s]
Training 2/3 epoch (loss 0.4618):  56%|█████▌    | 9012/16050 [1:38:55<1:02:54,  1.86it/s]
Training 2/3 epoch (loss 0.0269):  56%|█████▌    | 9012/16050 [1:38:55<1:02:54,  1.86it/s]
Training 2/3 epoch (loss 0.0269):  56%|█████▌    | 9013/16050 [1:38:55<58:16,  2.01it/s]  
Training 2/3 epoch (loss 0.0385):  56%|█████▌    | 9013/16050 [1:38:56<58:16,  2.01it/s]
Training 2/3 epoch (loss 0.0385):  56%|█████▌    | 9014/16050 [1:38:56<1:02:12,  1.89it/s]
Training 2/3 epoch (loss 0.0033):  56%|█████▌    | 9014/16050 [1:38:56<1:02:12,  1.89it/s]
Training 2/3 epoch (loss 0.0033):  56%|█████▌    | 9015/16050 [1:38:56<55:53,  2.10it/s]  
Training 2/3 epoch (loss 0.0153):  56%|█████▌    | 9015/16050 [1:38:57<55:53,  2.10it/s]
Training 2/3 epoch (loss 0.0153):  56%|█████▌    | 9016/16050 [1:38:57<57:36,  2.04it/s]
Training 2/3 epoch (loss 0.0041):  56%|█████▌    | 9016/16050 [1:38:57<57:36,  2.04it/s]
Training 2/3 epoch (loss 0.0041):  56%|█████▌    | 9017/16050 [1:38:57<56:35,  2.07it/s]
Training 2/3 epoch (loss 0.0023):  56%|█████▌    | 9017/16050 [1:38:58<56:35,  2.07it/s]
Training 2/3 epoch (loss 0.0023):  56%|█████▌    | 9018/16050 [1:38:58<1:00:04,  1.95it/s]
Training 2/3 epoch (loss 0.0048):  56%|█████▌    | 9018/16050 [1:38:58<1:00:04,  1.95it/s]
Training 2/3 epoch (loss 0.0048):  56%|█████▌    | 9019/16050 [1:38:58<1:00:38,  1.93it/s]
Training 2/3 epoch (loss 0.3709):  56%|█████▌    | 9019/16050 [1:38:59<1:00:38,  1.93it/s]
Training 2/3 epoch (loss 0.3709):  56%|█████▌    | 9020/16050 [1:38:59<54:00,  2.17it/s]  
Training 2/3 epoch (loss 0.3734):  56%|█████▌    | 9020/16050 [1:38:59<54:00,  2.17it/s]
Training 2/3 epoch (loss 0.3734):  56%|█████▌    | 9021/16050 [1:38:59<49:58,  2.34it/s]
Training 2/3 epoch (loss 0.0700):  56%|█████▌    | 9021/16050 [1:38:59<49:58,  2.34it/s]
Training 2/3 epoch (loss 0.0700):  56%|█████▌    | 9022/16050 [1:38:59<49:32,  2.36it/s]
Training 2/3 epoch (loss 0.2405):  56%|█████▌    | 9022/16050 [1:39:02<49:32,  2.36it/s]
Training 2/3 epoch (loss 0.2405):  56%|█████▌    | 9023/16050 [1:39:02<1:53:01,  1.04it/s]
Training 2/3 epoch (loss 0.0006):  56%|█████▌    | 9023/16050 [1:39:02<1:53:01,  1.04it/s]
Training 2/3 epoch (loss 0.0006):  56%|█████▌    | 9024/16050 [1:39:02<1:35:52,  1.22it/s]
Training 2/3 epoch (loss 0.0469):  56%|█████▌    | 9024/16050 [1:39:03<1:35:52,  1.22it/s]
Training 2/3 epoch (loss 0.0469):  56%|█████▌    | 9025/16050 [1:39:03<1:25:13,  1.37it/s]
Training 2/3 epoch (loss 0.0709):  56%|█████▌    | 9025/16050 [1:39:04<1:25:13,  1.37it/s]
Training 2/3 epoch (loss 0.0709):  56%|█████▌    | 9026/16050 [1:39:04<1:33:02,  1.26it/s]
Training 2/3 epoch (loss 0.0584):  56%|█████▌    | 9026/16050 [1:39:04<1:33:02,  1.26it/s]
Training 2/3 epoch (loss 0.0584):  56%|█████▌    | 9027/16050 [1:39:04<1:26:38,  1.35it/s]
Training 2/3 epoch (loss 0.0076):  56%|█████▌    | 9027/16050 [1:39:05<1:26:38,  1.35it/s]
Training 2/3 epoch (loss 0.0076):  56%|█████▌    | 9028/16050 [1:39:05<1:19:48,  1.47it/s]
Training 2/3 epoch (loss 0.0102):  56%|█████▌    | 9028/16050 [1:39:05<1:19:48,  1.47it/s]
Training 2/3 epoch (loss 0.0102):  56%|█████▋    | 9029/16050 [1:39:05<1:12:08,  1.62it/s]
Training 2/3 epoch (loss 0.0013):  56%|█████▋    | 9029/16050 [1:39:06<1:12:08,  1.62it/s]
Training 2/3 epoch (loss 0.0013):  56%|█████▋    | 9030/16050 [1:39:06<1:06:12,  1.77it/s]
Training 2/3 epoch (loss 0.2288):  56%|█████▋    | 9030/16050 [1:39:08<1:06:12,  1.77it/s]
Training 2/3 epoch (loss 0.2288):  56%|█████▋    | 9031/16050 [1:39:08<2:08:43,  1.10s/it]
Training 2/3 epoch (loss 0.0184):  56%|█████▋    | 9031/16050 [1:39:08<2:08:43,  1.10s/it]
Training 2/3 epoch (loss 0.0184):  56%|█████▋    | 9032/16050 [1:39:08<1:40:50,  1.16it/s]
Training 2/3 epoch (loss 0.0295):  56%|█████▋    | 9032/16050 [1:39:09<1:40:50,  1.16it/s]
Training 2/3 epoch (loss 0.0295):  56%|█████▋    | 9033/16050 [1:39:09<1:33:38,  1.25it/s]
Training 2/3 epoch (loss 0.2023):  56%|█████▋    | 9033/16050 [1:39:10<1:33:38,  1.25it/s]
Training 2/3 epoch (loss 0.2023):  56%|█████▋    | 9034/16050 [1:39:10<1:22:07,  1.42it/s]
Training 2/3 epoch (loss 0.3595):  56%|█████▋    | 9034/16050 [1:39:12<1:22:07,  1.42it/s]
Training 2/3 epoch (loss 0.3595):  56%|█████▋    | 9035/16050 [1:39:12<2:19:12,  1.19s/it]
Training 2/3 epoch (loss 0.3125):  56%|█████▋    | 9035/16050 [1:39:12<2:19:12,  1.19s/it]
Training 2/3 epoch (loss 0.3125):  56%|█████▋    | 9036/16050 [1:39:12<1:59:20,  1.02s/it]
Training 2/3 epoch (loss 0.1089):  56%|█████▋    | 9036/16050 [1:39:13<1:59:20,  1.02s/it]
Training 2/3 epoch (loss 0.1089):  56%|█████▋    | 9037/16050 [1:39:13<1:53:17,  1.03it/s]
Training 2/3 epoch (loss 0.0394):  56%|█████▋    | 9037/16050 [1:39:14<1:53:17,  1.03it/s]
Training 2/3 epoch (loss 0.0394):  56%|█████▋    | 9038/16050 [1:39:14<1:35:48,  1.22it/s]
Training 2/3 epoch (loss 0.0218):  56%|█████▋    | 9038/16050 [1:39:15<1:35:48,  1.22it/s]
Training 2/3 epoch (loss 0.0218):  56%|█████▋    | 9039/16050 [1:39:15<1:37:12,  1.20it/s]
Training 2/3 epoch (loss 0.5017):  56%|█████▋    | 9039/16050 [1:39:15<1:37:12,  1.20it/s]
Training 2/3 epoch (loss 0.5017):  56%|█████▋    | 9040/16050 [1:39:15<1:22:18,  1.42it/s]
Training 2/3 epoch (loss 0.0039):  56%|█████▋    | 9040/16050 [1:39:16<1:22:18,  1.42it/s]
Training 2/3 epoch (loss 0.0039):  56%|█████▋    | 9041/16050 [1:39:16<1:19:32,  1.47it/s]
Training 2/3 epoch (loss 0.2484):  56%|█████▋    | 9041/16050 [1:39:16<1:19:32,  1.47it/s]
Training 2/3 epoch (loss 0.2484):  56%|█████▋    | 9042/16050 [1:39:16<1:10:37,  1.65it/s]
Training 2/3 epoch (loss 0.2587):  56%|█████▋    | 9042/16050 [1:39:17<1:10:37,  1.65it/s]
Training 2/3 epoch (loss 0.2587):  56%|█████▋    | 9043/16050 [1:39:17<1:10:15,  1.66it/s]
Training 2/3 epoch (loss 0.0560):  56%|█████▋    | 9043/16050 [1:39:17<1:10:15,  1.66it/s]
Training 2/3 epoch (loss 0.0560):  56%|█████▋    | 9044/16050 [1:39:17<1:10:06,  1.67it/s]
Training 2/3 epoch (loss 0.0351):  56%|█████▋    | 9044/16050 [1:39:18<1:10:06,  1.67it/s]
Training 2/3 epoch (loss 0.0351):  56%|█████▋    | 9045/16050 [1:39:18<1:10:01,  1.67it/s]
Training 2/3 epoch (loss 0.1818):  56%|█████▋    | 9045/16050 [1:39:19<1:10:01,  1.67it/s]
Training 2/3 epoch (loss 0.1818):  56%|█████▋    | 9046/16050 [1:39:19<1:11:42,  1.63it/s]
Training 2/3 epoch (loss 0.1227):  56%|█████▋    | 9046/16050 [1:39:19<1:11:42,  1.63it/s]
Training 2/3 epoch (loss 0.1227):  56%|█████▋    | 9047/16050 [1:39:19<1:12:06,  1.62it/s]
Training 2/3 epoch (loss 0.0348):  56%|█████▋    | 9047/16050 [1:39:20<1:12:06,  1.62it/s]
Training 2/3 epoch (loss 0.0348):  56%|█████▋    | 9048/16050 [1:39:20<1:13:33,  1.59it/s]
Training 2/3 epoch (loss 0.0139):  56%|█████▋    | 9048/16050 [1:39:20<1:13:33,  1.59it/s]
Training 2/3 epoch (loss 0.0139):  56%|█████▋    | 9049/16050 [1:39:20<1:10:59,  1.64it/s]
Training 2/3 epoch (loss 0.4861):  56%|█████▋    | 9049/16050 [1:39:21<1:10:59,  1.64it/s]
Training 2/3 epoch (loss 0.4861):  56%|█████▋    | 9050/16050 [1:39:21<1:06:21,  1.76it/s]
Training 2/3 epoch (loss 0.0787):  56%|█████▋    | 9050/16050 [1:39:21<1:06:21,  1.76it/s]
Training 2/3 epoch (loss 0.0787):  56%|█████▋    | 9051/16050 [1:39:21<1:07:59,  1.72it/s]
Training 2/3 epoch (loss 0.2717):  56%|█████▋    | 9051/16050 [1:39:22<1:07:59,  1.72it/s]
Training 2/3 epoch (loss 0.2717):  56%|█████▋    | 9052/16050 [1:39:22<1:05:41,  1.78it/s]
Training 2/3 epoch (loss 0.0029):  56%|█████▋    | 9052/16050 [1:39:23<1:05:41,  1.78it/s]
Training 2/3 epoch (loss 0.0029):  56%|█████▋    | 9053/16050 [1:39:23<1:06:23,  1.76it/s]
Training 2/3 epoch (loss 0.2754):  56%|█████▋    | 9053/16050 [1:39:23<1:06:23,  1.76it/s]
Training 2/3 epoch (loss 0.2754):  56%|█████▋    | 9054/16050 [1:39:23<1:07:38,  1.72it/s]
Training 2/3 epoch (loss 0.0015):  56%|█████▋    | 9054/16050 [1:39:24<1:07:38,  1.72it/s]
Training 2/3 epoch (loss 0.0015):  56%|█████▋    | 9055/16050 [1:39:24<1:08:52,  1.69it/s]
Training 2/3 epoch (loss 0.0104):  56%|█████▋    | 9055/16050 [1:39:24<1:08:52,  1.69it/s]
Training 2/3 epoch (loss 0.0104):  56%|█████▋    | 9056/16050 [1:39:24<1:06:07,  1.76it/s]
Training 2/3 epoch (loss 0.0005):  56%|█████▋    | 9056/16050 [1:39:25<1:06:07,  1.76it/s]
Training 2/3 epoch (loss 0.0005):  56%|█████▋    | 9057/16050 [1:39:25<1:06:42,  1.75it/s]
Training 2/3 epoch (loss 0.0125):  56%|█████▋    | 9057/16050 [1:39:26<1:06:42,  1.75it/s]
Training 2/3 epoch (loss 0.0125):  56%|█████▋    | 9058/16050 [1:39:26<1:07:45,  1.72it/s]
Training 2/3 epoch (loss 0.2712):  56%|█████▋    | 9058/16050 [1:39:26<1:07:45,  1.72it/s]
Training 2/3 epoch (loss 0.2712):  56%|█████▋    | 9059/16050 [1:39:26<1:03:41,  1.83it/s]
Training 2/3 epoch (loss 0.0220):  56%|█████▋    | 9059/16050 [1:39:27<1:03:41,  1.83it/s]
Training 2/3 epoch (loss 0.0220):  56%|█████▋    | 9060/16050 [1:39:27<1:03:16,  1.84it/s]
Training 2/3 epoch (loss 0.0699):  56%|█████▋    | 9060/16050 [1:39:27<1:03:16,  1.84it/s]
Training 2/3 epoch (loss 0.0699):  56%|█████▋    | 9061/16050 [1:39:27<1:05:36,  1.78it/s]
Training 2/3 epoch (loss 0.1164):  56%|█████▋    | 9061/16050 [1:39:28<1:05:36,  1.78it/s]
Training 2/3 epoch (loss 0.1164):  56%|█████▋    | 9062/16050 [1:39:28<1:00:22,  1.93it/s]
Training 2/3 epoch (loss 0.0140):  56%|█████▋    | 9062/16050 [1:39:28<1:00:22,  1.93it/s]
Training 2/3 epoch (loss 0.0140):  56%|█████▋    | 9063/16050 [1:39:28<1:13:12,  1.59it/s]
Training 2/3 epoch (loss 0.0373):  56%|█████▋    | 9063/16050 [1:39:29<1:13:12,  1.59it/s]
Training 2/3 epoch (loss 0.0373):  56%|█████▋    | 9064/16050 [1:39:29<1:23:38,  1.39it/s]
Training 2/3 epoch (loss 0.0394):  56%|█████▋    | 9064/16050 [1:39:30<1:23:38,  1.39it/s]
Training 2/3 epoch (loss 0.0394):  56%|█████▋    | 9065/16050 [1:39:30<1:18:52,  1.48it/s]
Training 2/3 epoch (loss 0.0157):  56%|█████▋    | 9065/16050 [1:39:30<1:18:52,  1.48it/s]
Training 2/3 epoch (loss 0.0157):  56%|█████▋    | 9066/16050 [1:39:30<1:09:38,  1.67it/s]
Training 2/3 epoch (loss 0.0039):  56%|█████▋    | 9066/16050 [1:39:31<1:09:38,  1.67it/s]
Training 2/3 epoch (loss 0.0039):  56%|█████▋    | 9067/16050 [1:39:31<1:11:51,  1.62it/s]
Training 2/3 epoch (loss 0.0302):  56%|█████▋    | 9067/16050 [1:39:31<1:11:51,  1.62it/s]
Training 2/3 epoch (loss 0.0302):  56%|█████▋    | 9068/16050 [1:39:31<1:05:45,  1.77it/s]
Training 2/3 epoch (loss 0.0357):  56%|█████▋    | 9068/16050 [1:39:32<1:05:45,  1.77it/s]
Training 2/3 epoch (loss 0.0357):  57%|█████▋    | 9069/16050 [1:39:32<1:10:06,  1.66it/s]
Training 2/3 epoch (loss 0.0069):  57%|█████▋    | 9069/16050 [1:39:33<1:10:06,  1.66it/s]
Training 2/3 epoch (loss 0.0069):  57%|█████▋    | 9070/16050 [1:39:33<1:03:35,  1.83it/s]
Training 2/3 epoch (loss 0.1604):  57%|█████▋    | 9070/16050 [1:39:33<1:03:35,  1.83it/s]
Training 2/3 epoch (loss 0.1604):  57%|█████▋    | 9071/16050 [1:39:33<1:05:31,  1.78it/s]
Training 2/3 epoch (loss 0.0006):  57%|█████▋    | 9071/16050 [1:39:34<1:05:31,  1.78it/s]
Training 2/3 epoch (loss 0.0006):  57%|█████▋    | 9072/16050 [1:39:34<58:53,  1.97it/s]  
Training 2/3 epoch (loss 0.2684):  57%|█████▋    | 9072/16050 [1:39:34<58:53,  1.97it/s]
Training 2/3 epoch (loss 0.2684):  57%|█████▋    | 9073/16050 [1:39:34<1:02:59,  1.85it/s]
Training 2/3 epoch (loss 0.0928):  57%|█████▋    | 9073/16050 [1:39:35<1:02:59,  1.85it/s]
Training 2/3 epoch (loss 0.0928):  57%|█████▋    | 9074/16050 [1:39:35<57:53,  2.01it/s]  
Training 2/3 epoch (loss 0.0135):  57%|█████▋    | 9074/16050 [1:39:35<57:53,  2.01it/s]
Training 2/3 epoch (loss 0.0135):  57%|█████▋    | 9075/16050 [1:39:35<54:29,  2.13it/s]
Training 2/3 epoch (loss 0.2048):  57%|█████▋    | 9075/16050 [1:39:35<54:29,  2.13it/s]
Training 2/3 epoch (loss 0.2048):  57%|█████▋    | 9076/16050 [1:39:35<50:05,  2.32it/s]
Training 2/3 epoch (loss 0.4255):  57%|█████▋    | 9076/16050 [1:39:36<50:05,  2.32it/s]
Training 2/3 epoch (loss 0.4255):  57%|█████▋    | 9077/16050 [1:39:36<53:35,  2.17it/s]
Training 2/3 epoch (loss 0.0046):  57%|█████▋    | 9077/16050 [1:39:36<53:35,  2.17it/s]
Training 2/3 epoch (loss 0.0046):  57%|█████▋    | 9078/16050 [1:39:36<51:57,  2.24it/s]
Training 2/3 epoch (loss 0.0260):  57%|█████▋    | 9078/16050 [1:39:37<51:57,  2.24it/s]
Training 2/3 epoch (loss 0.0260):  57%|█████▋    | 9079/16050 [1:39:37<55:39,  2.09it/s]
Training 2/3 epoch (loss 0.0092):  57%|█████▋    | 9079/16050 [1:39:37<55:39,  2.09it/s]
Training 2/3 epoch (loss 0.0092):  57%|█████▋    | 9080/16050 [1:39:37<1:00:09,  1.93it/s]
Training 2/3 epoch (loss 0.0003):  57%|█████▋    | 9080/16050 [1:39:38<1:00:09,  1.93it/s]
Training 2/3 epoch (loss 0.0003):  57%|█████▋    | 9081/16050 [1:39:38<54:01,  2.15it/s]  
Training 2/3 epoch (loss 0.2700):  57%|█████▋    | 9081/16050 [1:39:38<54:01,  2.15it/s]
Training 2/3 epoch (loss 0.2700):  57%|█████▋    | 9082/16050 [1:39:38<50:08,  2.32it/s]
Training 2/3 epoch (loss 0.1193):  57%|█████▋    | 9082/16050 [1:39:39<50:08,  2.32it/s]
Training 2/3 epoch (loss 0.1193):  57%|█████▋    | 9083/16050 [1:39:39<58:22,  1.99it/s]
Training 2/3 epoch (loss 0.0138):  57%|█████▋    | 9083/16050 [1:39:39<58:22,  1.99it/s]
Training 2/3 epoch (loss 0.0138):  57%|█████▋    | 9084/16050 [1:39:39<55:21,  2.10it/s]
Training 2/3 epoch (loss 0.0020):  57%|█████▋    | 9084/16050 [1:39:40<55:21,  2.10it/s]
Training 2/3 epoch (loss 0.0020):  57%|█████▋    | 9085/16050 [1:39:40<52:23,  2.22it/s]
Training 2/3 epoch (loss 0.5890):  57%|█████▋    | 9085/16050 [1:39:42<52:23,  2.22it/s]
Training 2/3 epoch (loss 0.5890):  57%|█████▋    | 9086/16050 [1:39:42<1:54:05,  1.02it/s]
Training 2/3 epoch (loss 0.6288):  57%|█████▋    | 9086/16050 [1:39:42<1:54:05,  1.02it/s]
Training 2/3 epoch (loss 0.6288):  57%|█████▋    | 9087/16050 [1:39:42<1:34:04,  1.23it/s]
Training 2/3 epoch (loss 0.5539):  57%|█████▋    | 9087/16050 [1:39:43<1:34:04,  1.23it/s]
Training 2/3 epoch (loss 0.5539):  57%|█████▋    | 9088/16050 [1:39:43<1:20:24,  1.44it/s]
Training 2/3 epoch (loss 0.0007):  57%|█████▋    | 9088/16050 [1:39:43<1:20:24,  1.44it/s]
Training 2/3 epoch (loss 0.0007):  57%|█████▋    | 9089/16050 [1:39:43<1:12:44,  1.60it/s]
Training 2/3 epoch (loss 0.4477):  57%|█████▋    | 9089/16050 [1:39:43<1:12:44,  1.60it/s]
Training 2/3 epoch (loss 0.4477):  57%|█████▋    | 9090/16050 [1:39:43<1:04:43,  1.79it/s]
Training 2/3 epoch (loss 0.0059):  57%|█████▋    | 9090/16050 [1:39:44<1:04:43,  1.79it/s]
Training 2/3 epoch (loss 0.0059):  57%|█████▋    | 9091/16050 [1:39:44<58:59,  1.97it/s]  
Training 2/3 epoch (loss 0.2493):  57%|█████▋    | 9091/16050 [1:39:44<58:59,  1.97it/s]
Training 2/3 epoch (loss 0.2493):  57%|█████▋    | 9092/16050 [1:39:44<56:44,  2.04it/s]
Training 2/3 epoch (loss 0.0025):  57%|█████▋    | 9092/16050 [1:39:45<56:44,  2.04it/s]
Training 2/3 epoch (loss 0.0025):  57%|█████▋    | 9093/16050 [1:39:45<1:03:03,  1.84it/s]
Training 2/3 epoch (loss 0.0042):  57%|█████▋    | 9093/16050 [1:39:45<1:03:03,  1.84it/s]
Training 2/3 epoch (loss 0.0042):  57%|█████▋    | 9094/16050 [1:39:45<1:00:14,  1.92it/s]
Training 2/3 epoch (loss 0.0019):  57%|█████▋    | 9094/16050 [1:39:46<1:00:14,  1.92it/s]
Training 2/3 epoch (loss 0.0019):  57%|█████▋    | 9095/16050 [1:39:46<1:08:26,  1.69it/s]
Training 2/3 epoch (loss 0.2591):  57%|█████▋    | 9095/16050 [1:39:47<1:08:26,  1.69it/s]
Training 2/3 epoch (loss 0.2591):  57%|█████▋    | 9096/16050 [1:39:47<1:10:43,  1.64it/s]
Training 2/3 epoch (loss 0.3371):  57%|█████▋    | 9096/16050 [1:39:47<1:10:43,  1.64it/s]
Training 2/3 epoch (loss 0.3371):  57%|█████▋    | 9097/16050 [1:39:47<1:05:19,  1.77it/s]
Training 2/3 epoch (loss 0.0296):  57%|█████▋    | 9097/16050 [1:39:48<1:05:19,  1.77it/s]
Training 2/3 epoch (loss 0.0296):  57%|█████▋    | 9098/16050 [1:39:48<1:04:16,  1.80it/s]
Training 2/3 epoch (loss 0.3810):  57%|█████▋    | 9098/16050 [1:39:48<1:04:16,  1.80it/s]
Training 2/3 epoch (loss 0.3810):  57%|█████▋    | 9099/16050 [1:39:48<57:17,  2.02it/s]  
Training 2/3 epoch (loss 0.0047):  57%|█████▋    | 9099/16050 [1:39:49<57:17,  2.02it/s]
Training 2/3 epoch (loss 0.0047):  57%|█████▋    | 9100/16050 [1:39:49<56:12,  2.06it/s]
Training 2/3 epoch (loss 0.8491):  57%|█████▋    | 9100/16050 [1:39:49<56:12,  2.06it/s]
Training 2/3 epoch (loss 0.8491):  57%|█████▋    | 9101/16050 [1:39:49<1:01:02,  1.90it/s]
Training 2/3 epoch (loss 0.4255):  57%|█████▋    | 9101/16050 [1:39:50<1:01:02,  1.90it/s]
Training 2/3 epoch (loss 0.4255):  57%|█████▋    | 9102/16050 [1:39:50<1:10:42,  1.64it/s]
Training 2/3 epoch (loss 0.1758):  57%|█████▋    | 9102/16050 [1:39:51<1:10:42,  1.64it/s]
Training 2/3 epoch (loss 0.1758):  57%|█████▋    | 9103/16050 [1:39:51<1:06:12,  1.75it/s]
Training 2/3 epoch (loss 0.0389):  57%|█████▋    | 9103/16050 [1:39:51<1:06:12,  1.75it/s]
Training 2/3 epoch (loss 0.0389):  57%|█████▋    | 9104/16050 [1:39:51<1:09:39,  1.66it/s]
Training 2/3 epoch (loss 0.0090):  57%|█████▋    | 9104/16050 [1:39:52<1:09:39,  1.66it/s]
Training 2/3 epoch (loss 0.0090):  57%|█████▋    | 9105/16050 [1:39:52<1:04:59,  1.78it/s]
Training 2/3 epoch (loss 0.0075):  57%|█████▋    | 9105/16050 [1:39:52<1:04:59,  1.78it/s]
Training 2/3 epoch (loss 0.0075):  57%|█████▋    | 9106/16050 [1:39:52<59:05,  1.96it/s]  
Training 2/3 epoch (loss 0.1346):  57%|█████▋    | 9106/16050 [1:39:53<59:05,  1.96it/s]
Training 2/3 epoch (loss 0.1346):  57%|█████▋    | 9107/16050 [1:39:53<1:17:15,  1.50it/s]
Training 2/3 epoch (loss 0.5046):  57%|█████▋    | 9107/16050 [1:39:54<1:17:15,  1.50it/s]
Training 2/3 epoch (loss 0.5046):  57%|█████▋    | 9108/16050 [1:39:54<1:08:53,  1.68it/s]
Training 2/3 epoch (loss 0.4524):  57%|█████▋    | 9108/16050 [1:39:54<1:08:53,  1.68it/s]
Training 2/3 epoch (loss 0.4524):  57%|█████▋    | 9109/16050 [1:39:54<58:58,  1.96it/s]  
Training 2/3 epoch (loss 0.6156):  57%|█████▋    | 9109/16050 [1:39:54<58:58,  1.96it/s]
Training 2/3 epoch (loss 0.6156):  57%|█████▋    | 9110/16050 [1:39:54<55:41,  2.08it/s]
Training 2/3 epoch (loss 0.0076):  57%|█████▋    | 9110/16050 [1:39:55<55:41,  2.08it/s]
Training 2/3 epoch (loss 0.0076):  57%|█████▋    | 9111/16050 [1:39:55<1:16:55,  1.50it/s]
Training 2/3 epoch (loss 0.0102):  57%|█████▋    | 9111/16050 [1:39:56<1:16:55,  1.50it/s]
Training 2/3 epoch (loss 0.0102):  57%|█████▋    | 9112/16050 [1:39:56<1:18:50,  1.47it/s]
Training 2/3 epoch (loss 0.2222):  57%|█████▋    | 9112/16050 [1:39:57<1:18:50,  1.47it/s]
Training 2/3 epoch (loss 0.2222):  57%|█████▋    | 9113/16050 [1:39:57<1:23:37,  1.38it/s]
Training 2/3 epoch (loss 0.0919):  57%|█████▋    | 9113/16050 [1:39:58<1:23:37,  1.38it/s]
Training 2/3 epoch (loss 0.0919):  57%|█████▋    | 9114/16050 [1:39:58<1:17:37,  1.49it/s]
Training 2/3 epoch (loss 0.1209):  57%|█████▋    | 9114/16050 [1:39:58<1:17:37,  1.49it/s]
Training 2/3 epoch (loss 0.1209):  57%|█████▋    | 9115/16050 [1:39:58<1:13:11,  1.58it/s]
Training 2/3 epoch (loss 0.1487):  57%|█████▋    | 9115/16050 [1:39:59<1:13:11,  1.58it/s]
Training 2/3 epoch (loss 0.1487):  57%|█████▋    | 9116/16050 [1:39:59<1:08:03,  1.70it/s]
Training 2/3 epoch (loss 0.4406):  57%|█████▋    | 9116/16050 [1:39:59<1:08:03,  1.70it/s]
Training 2/3 epoch (loss 0.4406):  57%|█████▋    | 9117/16050 [1:39:59<1:15:42,  1.53it/s]
Training 2/3 epoch (loss 0.0680):  57%|█████▋    | 9117/16050 [1:40:00<1:15:42,  1.53it/s]
Training 2/3 epoch (loss 0.0680):  57%|█████▋    | 9118/16050 [1:40:00<1:15:16,  1.53it/s]
Training 2/3 epoch (loss 0.0329):  57%|█████▋    | 9118/16050 [1:40:00<1:15:16,  1.53it/s]
Training 2/3 epoch (loss 0.0329):  57%|█████▋    | 9119/16050 [1:40:00<1:07:31,  1.71it/s]
Training 2/3 epoch (loss 0.0644):  57%|█████▋    | 9119/16050 [1:40:01<1:07:31,  1.71it/s]
Training 2/3 epoch (loss 0.0644):  57%|█████▋    | 9120/16050 [1:40:01<1:06:12,  1.74it/s]
Training 2/3 epoch (loss 0.4097):  57%|█████▋    | 9120/16050 [1:40:01<1:06:12,  1.74it/s]
Training 2/3 epoch (loss 0.4097):  57%|█████▋    | 9121/16050 [1:40:01<1:02:54,  1.84it/s]
Training 2/3 epoch (loss 0.0779):  57%|█████▋    | 9121/16050 [1:40:02<1:02:54,  1.84it/s]
Training 2/3 epoch (loss 0.0779):  57%|█████▋    | 9122/16050 [1:40:02<1:04:16,  1.80it/s]
Training 2/3 epoch (loss 0.3865):  57%|█████▋    | 9122/16050 [1:40:03<1:04:16,  1.80it/s]
Training 2/3 epoch (loss 0.3865):  57%|█████▋    | 9123/16050 [1:40:03<1:05:13,  1.77it/s]
Training 2/3 epoch (loss 0.3761):  57%|█████▋    | 9123/16050 [1:40:03<1:05:13,  1.77it/s]
Training 2/3 epoch (loss 0.3761):  57%|█████▋    | 9124/16050 [1:40:03<1:01:38,  1.87it/s]
Training 2/3 epoch (loss 0.0010):  57%|█████▋    | 9124/16050 [1:40:03<1:01:38,  1.87it/s]
Training 2/3 epoch (loss 0.0010):  57%|█████▋    | 9125/16050 [1:40:03<56:28,  2.04it/s]  
Training 2/3 epoch (loss 0.0076):  57%|█████▋    | 9125/16050 [1:40:04<56:28,  2.04it/s]
Training 2/3 epoch (loss 0.0076):  57%|█████▋    | 9126/16050 [1:40:04<1:00:48,  1.90it/s]
Training 2/3 epoch (loss 0.2876):  57%|█████▋    | 9126/16050 [1:40:05<1:00:48,  1.90it/s]
Training 2/3 epoch (loss 0.2876):  57%|█████▋    | 9127/16050 [1:40:05<1:00:38,  1.90it/s]
Training 2/3 epoch (loss 0.0232):  57%|█████▋    | 9127/16050 [1:40:05<1:00:38,  1.90it/s]
Training 2/3 epoch (loss 0.0232):  57%|█████▋    | 9128/16050 [1:40:05<1:00:52,  1.90it/s]
Training 2/3 epoch (loss 0.1514):  57%|█████▋    | 9128/16050 [1:40:06<1:00:52,  1.90it/s]
Training 2/3 epoch (loss 0.1514):  57%|█████▋    | 9129/16050 [1:40:06<1:04:27,  1.79it/s]
Training 2/3 epoch (loss 0.0060):  57%|█████▋    | 9129/16050 [1:40:06<1:04:27,  1.79it/s]
Training 2/3 epoch (loss 0.0060):  57%|█████▋    | 9130/16050 [1:40:06<1:06:31,  1.73it/s]
Training 2/3 epoch (loss 0.0601):  57%|█████▋    | 9130/16050 [1:40:07<1:06:31,  1.73it/s]
Training 2/3 epoch (loss 0.0601):  57%|█████▋    | 9131/16050 [1:40:07<1:06:52,  1.72it/s]
Training 2/3 epoch (loss 0.2183):  57%|█████▋    | 9131/16050 [1:40:07<1:06:52,  1.72it/s]
Training 2/3 epoch (loss 0.2183):  57%|█████▋    | 9132/16050 [1:40:07<1:04:43,  1.78it/s]
Training 2/3 epoch (loss 0.0114):  57%|█████▋    | 9132/16050 [1:40:08<1:04:43,  1.78it/s]
Training 2/3 epoch (loss 0.0114):  57%|█████▋    | 9133/16050 [1:40:08<58:58,  1.95it/s]  
Training 2/3 epoch (loss 0.2872):  57%|█████▋    | 9133/16050 [1:40:08<58:58,  1.95it/s]
Training 2/3 epoch (loss 0.2872):  57%|█████▋    | 9134/16050 [1:40:08<53:52,  2.14it/s]
Training 2/3 epoch (loss 0.0041):  57%|█████▋    | 9134/16050 [1:40:09<53:52,  2.14it/s]
Training 2/3 epoch (loss 0.0041):  57%|█████▋    | 9135/16050 [1:40:09<53:08,  2.17it/s]
Training 2/3 epoch (loss 0.2270):  57%|█████▋    | 9135/16050 [1:40:09<53:08,  2.17it/s]
Training 2/3 epoch (loss 0.2270):  57%|█████▋    | 9136/16050 [1:40:09<50:59,  2.26it/s]
Training 2/3 epoch (loss 0.0019):  57%|█████▋    | 9136/16050 [1:40:10<50:59,  2.26it/s]
Training 2/3 epoch (loss 0.0019):  57%|█████▋    | 9137/16050 [1:40:10<51:31,  2.24it/s]
Training 2/3 epoch (loss 0.4780):  57%|█████▋    | 9137/16050 [1:40:10<51:31,  2.24it/s]
Training 2/3 epoch (loss 0.4780):  57%|█████▋    | 9138/16050 [1:40:10<52:02,  2.21it/s]
Training 2/3 epoch (loss 0.0005):  57%|█████▋    | 9138/16050 [1:40:10<52:02,  2.21it/s]
Training 2/3 epoch (loss 0.0005):  57%|█████▋    | 9139/16050 [1:40:10<52:06,  2.21it/s]
Training 2/3 epoch (loss 0.0458):  57%|█████▋    | 9139/16050 [1:40:11<52:06,  2.21it/s]
Training 2/3 epoch (loss 0.0458):  57%|█████▋    | 9140/16050 [1:40:11<55:33,  2.07it/s]
Training 2/3 epoch (loss 0.2968):  57%|█████▋    | 9140/16050 [1:40:11<55:33,  2.07it/s]
Training 2/3 epoch (loss 0.2968):  57%|█████▋    | 9141/16050 [1:40:11<52:42,  2.18it/s]
Training 2/3 epoch (loss 0.0729):  57%|█████▋    | 9141/16050 [1:40:12<52:42,  2.18it/s]
Training 2/3 epoch (loss 0.0729):  57%|█████▋    | 9142/16050 [1:40:12<55:38,  2.07it/s]
Training 2/3 epoch (loss 0.2677):  57%|█████▋    | 9142/16050 [1:40:13<55:38,  2.07it/s]
Training 2/3 epoch (loss 0.2677):  57%|█████▋    | 9143/16050 [1:40:13<57:59,  1.98it/s]
Training 2/3 epoch (loss 0.0026):  57%|█████▋    | 9143/16050 [1:40:13<57:59,  1.98it/s]
Training 2/3 epoch (loss 0.0026):  57%|█████▋    | 9144/16050 [1:40:13<1:07:14,  1.71it/s]
Training 2/3 epoch (loss 0.0011):  57%|█████▋    | 9144/16050 [1:40:14<1:07:14,  1.71it/s]
Training 2/3 epoch (loss 0.0011):  57%|█████▋    | 9145/16050 [1:40:14<1:05:45,  1.75it/s]
Training 2/3 epoch (loss 0.0077):  57%|█████▋    | 9145/16050 [1:40:14<1:05:45,  1.75it/s]
Training 2/3 epoch (loss 0.0077):  57%|█████▋    | 9146/16050 [1:40:14<1:04:45,  1.78it/s]
Training 2/3 epoch (loss 0.1576):  57%|█████▋    | 9146/16050 [1:40:15<1:04:45,  1.78it/s]
Training 2/3 epoch (loss 0.1576):  57%|█████▋    | 9147/16050 [1:40:15<1:07:27,  1.71it/s]
Training 2/3 epoch (loss 0.0111):  57%|█████▋    | 9147/16050 [1:40:16<1:07:27,  1.71it/s]
Training 2/3 epoch (loss 0.0111):  57%|█████▋    | 9148/16050 [1:40:16<1:05:49,  1.75it/s]
Training 2/3 epoch (loss 0.0198):  57%|█████▋    | 9148/16050 [1:40:16<1:05:49,  1.75it/s]
Training 2/3 epoch (loss 0.0198):  57%|█████▋    | 9149/16050 [1:40:16<1:00:29,  1.90it/s]
Training 2/3 epoch (loss 0.0430):  57%|█████▋    | 9149/16050 [1:40:17<1:00:29,  1.90it/s]
Training 2/3 epoch (loss 0.0430):  57%|█████▋    | 9150/16050 [1:40:17<1:02:29,  1.84it/s]
Training 2/3 epoch (loss 0.3470):  57%|█████▋    | 9150/16050 [1:40:17<1:02:29,  1.84it/s]
Training 2/3 epoch (loss 0.3470):  57%|█████▋    | 9151/16050 [1:40:17<1:06:10,  1.74it/s]
Training 2/3 epoch (loss 0.0866):  57%|█████▋    | 9151/16050 [1:40:18<1:06:10,  1.74it/s]
Training 2/3 epoch (loss 0.0866):  57%|█████▋    | 9152/16050 [1:40:18<1:11:16,  1.61it/s]
Training 2/3 epoch (loss 0.3312):  57%|█████▋    | 9152/16050 [1:40:18<1:11:16,  1.61it/s]
Training 2/3 epoch (loss 0.3312):  57%|█████▋    | 9153/16050 [1:40:18<1:02:00,  1.85it/s]
Training 2/3 epoch (loss 0.0330):  57%|█████▋    | 9153/16050 [1:40:19<1:02:00,  1.85it/s]
Training 2/3 epoch (loss 0.0330):  57%|█████▋    | 9154/16050 [1:40:19<59:21,  1.94it/s]  
Training 2/3 epoch (loss 0.2631):  57%|█████▋    | 9154/16050 [1:40:20<59:21,  1.94it/s]
Training 2/3 epoch (loss 0.2631):  57%|█████▋    | 9155/16050 [1:40:20<1:09:39,  1.65it/s]
Training 2/3 epoch (loss 0.0246):  57%|█████▋    | 9155/16050 [1:40:20<1:09:39,  1.65it/s]
Training 2/3 epoch (loss 0.0246):  57%|█████▋    | 9156/16050 [1:40:20<1:05:36,  1.75it/s]
Training 2/3 epoch (loss 0.0176):  57%|█████▋    | 9156/16050 [1:40:21<1:05:36,  1.75it/s]
Training 2/3 epoch (loss 0.0176):  57%|█████▋    | 9157/16050 [1:40:21<1:05:13,  1.76it/s]
Training 2/3 epoch (loss 0.0024):  57%|█████▋    | 9157/16050 [1:40:21<1:05:13,  1.76it/s]
Training 2/3 epoch (loss 0.0024):  57%|█████▋    | 9158/16050 [1:40:21<1:04:11,  1.79it/s]
Training 2/3 epoch (loss 0.0110):  57%|█████▋    | 9158/16050 [1:40:22<1:04:11,  1.79it/s]
Training 2/3 epoch (loss 0.0110):  57%|█████▋    | 9159/16050 [1:40:22<1:01:00,  1.88it/s]
Training 2/3 epoch (loss 0.0135):  57%|█████▋    | 9159/16050 [1:40:22<1:01:00,  1.88it/s]
Training 2/3 epoch (loss 0.0135):  57%|█████▋    | 9160/16050 [1:40:22<1:10:35,  1.63it/s]
Training 2/3 epoch (loss 0.2995):  57%|█████▋    | 9160/16050 [1:40:23<1:10:35,  1.63it/s]
Training 2/3 epoch (loss 0.2995):  57%|█████▋    | 9161/16050 [1:40:23<1:05:36,  1.75it/s]
Training 2/3 epoch (loss 0.0043):  57%|█████▋    | 9161/16050 [1:40:23<1:05:36,  1.75it/s]
Training 2/3 epoch (loss 0.0043):  57%|█████▋    | 9162/16050 [1:40:23<58:36,  1.96it/s]  
Training 2/3 epoch (loss 0.1836):  57%|█████▋    | 9162/16050 [1:40:24<58:36,  1.96it/s]
Training 2/3 epoch (loss 0.1836):  57%|█████▋    | 9163/16050 [1:40:24<55:07,  2.08it/s]
Training 2/3 epoch (loss 0.0011):  57%|█████▋    | 9163/16050 [1:40:24<55:07,  2.08it/s]
Training 2/3 epoch (loss 0.0011):  57%|█████▋    | 9164/16050 [1:40:24<54:36,  2.10it/s]
Training 2/3 epoch (loss 0.0023):  57%|█████▋    | 9164/16050 [1:40:25<54:36,  2.10it/s]
Training 2/3 epoch (loss 0.0023):  57%|█████▋    | 9165/16050 [1:40:25<1:07:52,  1.69it/s]
Training 2/3 epoch (loss 0.0002):  57%|█████▋    | 9165/16050 [1:40:25<1:07:52,  1.69it/s]
Training 2/3 epoch (loss 0.0002):  57%|█████▋    | 9166/16050 [1:40:25<1:04:48,  1.77it/s]
Training 2/3 epoch (loss 0.3436):  57%|█████▋    | 9166/16050 [1:40:26<1:04:48,  1.77it/s]
Training 2/3 epoch (loss 0.3436):  57%|█████▋    | 9167/16050 [1:40:26<55:40,  2.06it/s]  
Training 2/3 epoch (loss 0.1369):  57%|█████▋    | 9167/16050 [1:40:26<55:40,  2.06it/s]
Training 2/3 epoch (loss 0.1369):  57%|█████▋    | 9168/16050 [1:40:26<55:03,  2.08it/s]
Training 2/3 epoch (loss 0.0297):  57%|█████▋    | 9168/16050 [1:40:27<55:03,  2.08it/s]
Training 2/3 epoch (loss 0.0297):  57%|█████▋    | 9169/16050 [1:40:27<1:05:03,  1.76it/s]
Training 2/3 epoch (loss 0.0697):  57%|█████▋    | 9169/16050 [1:40:28<1:05:03,  1.76it/s]
Training 2/3 epoch (loss 0.0697):  57%|█████▋    | 9170/16050 [1:40:28<1:06:27,  1.73it/s]
Training 2/3 epoch (loss 0.1884):  57%|█████▋    | 9170/16050 [1:40:28<1:06:27,  1.73it/s]
Training 2/3 epoch (loss 0.1884):  57%|█████▋    | 9171/16050 [1:40:28<1:03:48,  1.80it/s]
Training 2/3 epoch (loss 0.5051):  57%|█████▋    | 9171/16050 [1:40:29<1:03:48,  1.80it/s]
Training 2/3 epoch (loss 0.5051):  57%|█████▋    | 9172/16050 [1:40:29<58:14,  1.97it/s]  
Training 2/3 epoch (loss 0.0004):  57%|█████▋    | 9172/16050 [1:40:29<58:14,  1.97it/s]
Training 2/3 epoch (loss 0.0004):  57%|█████▋    | 9173/16050 [1:40:29<56:00,  2.05it/s]
Training 2/3 epoch (loss 0.0003):  57%|█████▋    | 9173/16050 [1:40:29<56:00,  2.05it/s]
Training 2/3 epoch (loss 0.0003):  57%|█████▋    | 9174/16050 [1:40:29<51:12,  2.24it/s]
Training 2/3 epoch (loss 0.0002):  57%|█████▋    | 9174/16050 [1:40:30<51:12,  2.24it/s]
Training 2/3 epoch (loss 0.0002):  57%|█████▋    | 9175/16050 [1:40:30<48:19,  2.37it/s]
Training 2/3 epoch (loss 0.1081):  57%|█████▋    | 9175/16050 [1:40:30<48:19,  2.37it/s]
Training 2/3 epoch (loss 0.1081):  57%|█████▋    | 9176/16050 [1:40:30<55:30,  2.06it/s]
Training 2/3 epoch (loss 0.0013):  57%|█████▋    | 9176/16050 [1:40:31<55:30,  2.06it/s]
Training 2/3 epoch (loss 0.0013):  57%|█████▋    | 9177/16050 [1:40:31<55:29,  2.06it/s]
Training 2/3 epoch (loss 0.0003):  57%|█████▋    | 9177/16050 [1:40:31<55:29,  2.06it/s]
Training 2/3 epoch (loss 0.0003):  57%|█████▋    | 9178/16050 [1:40:31<53:02,  2.16it/s]
Training 2/3 epoch (loss 0.0050):  57%|█████▋    | 9178/16050 [1:40:32<53:02,  2.16it/s]
Training 2/3 epoch (loss 0.0050):  57%|█████▋    | 9179/16050 [1:40:32<1:06:57,  1.71it/s]
Training 2/3 epoch (loss 0.0021):  57%|█████▋    | 9179/16050 [1:40:33<1:06:57,  1.71it/s]
Training 2/3 epoch (loss 0.0021):  57%|█████▋    | 9180/16050 [1:40:33<1:04:31,  1.77it/s]
Training 2/3 epoch (loss 0.0353):  57%|█████▋    | 9180/16050 [1:40:33<1:04:31,  1.77it/s]
Training 2/3 epoch (loss 0.0353):  57%|█████▋    | 9181/16050 [1:40:33<1:13:35,  1.56it/s]
Training 2/3 epoch (loss 0.0006):  57%|█████▋    | 9181/16050 [1:40:34<1:13:35,  1.56it/s]
Training 2/3 epoch (loss 0.0006):  57%|█████▋    | 9182/16050 [1:40:34<1:12:30,  1.58it/s]
Training 2/3 epoch (loss 0.1938):  57%|█████▋    | 9182/16050 [1:40:35<1:12:30,  1.58it/s]
Training 2/3 epoch (loss 0.1938):  57%|█████▋    | 9183/16050 [1:40:35<1:09:43,  1.64it/s]
Training 2/3 epoch (loss 0.0116):  57%|█████▋    | 9183/16050 [1:40:35<1:09:43,  1.64it/s]
Training 2/3 epoch (loss 0.0116):  57%|█████▋    | 9184/16050 [1:40:35<1:06:42,  1.72it/s]
Training 2/3 epoch (loss 0.0186):  57%|█████▋    | 9184/16050 [1:40:36<1:06:42,  1.72it/s]
Training 2/3 epoch (loss 0.0186):  57%|█████▋    | 9185/16050 [1:40:36<1:13:43,  1.55it/s]
Training 2/3 epoch (loss 0.2778):  57%|█████▋    | 9185/16050 [1:40:36<1:13:43,  1.55it/s]
Training 2/3 epoch (loss 0.2778):  57%|█████▋    | 9186/16050 [1:40:36<1:06:07,  1.73it/s]
Training 2/3 epoch (loss 0.0007):  57%|█████▋    | 9186/16050 [1:40:37<1:06:07,  1.73it/s]
Training 2/3 epoch (loss 0.0007):  57%|█████▋    | 9187/16050 [1:40:37<1:07:20,  1.70it/s]
Training 2/3 epoch (loss 0.0680):  57%|█████▋    | 9187/16050 [1:40:37<1:07:20,  1.70it/s]
Training 2/3 epoch (loss 0.0680):  57%|█████▋    | 9188/16050 [1:40:37<1:03:54,  1.79it/s]
Training 2/3 epoch (loss 0.4519):  57%|█████▋    | 9188/16050 [1:40:38<1:03:54,  1.79it/s]
Training 2/3 epoch (loss 0.4519):  57%|█████▋    | 9189/16050 [1:40:38<57:03,  2.00it/s]  
Training 2/3 epoch (loss 0.0409):  57%|█████▋    | 9189/16050 [1:40:38<57:03,  2.00it/s]
Training 2/3 epoch (loss 0.0409):  57%|█████▋    | 9190/16050 [1:40:38<57:55,  1.97it/s]
Training 2/3 epoch (loss 0.0321):  57%|█████▋    | 9190/16050 [1:40:39<57:55,  1.97it/s]
Training 2/3 epoch (loss 0.0321):  57%|█████▋    | 9191/16050 [1:40:39<1:01:48,  1.85it/s]
Training 2/3 epoch (loss 0.4000):  57%|█████▋    | 9191/16050 [1:40:39<1:01:48,  1.85it/s]
Training 2/3 epoch (loss 0.4000):  57%|█████▋    | 9192/16050 [1:40:39<59:39,  1.92it/s]  
Training 2/3 epoch (loss 0.0249):  57%|█████▋    | 9192/16050 [1:40:40<59:39,  1.92it/s]
Training 2/3 epoch (loss 0.0249):  57%|█████▋    | 9193/16050 [1:40:40<57:43,  1.98it/s]
Training 2/3 epoch (loss 0.1523):  57%|█████▋    | 9193/16050 [1:40:41<57:43,  1.98it/s]
Training 2/3 epoch (loss 0.1523):  57%|█████▋    | 9194/16050 [1:40:41<1:08:00,  1.68it/s]
Training 2/3 epoch (loss 0.0111):  57%|█████▋    | 9194/16050 [1:40:41<1:08:00,  1.68it/s]
Training 2/3 epoch (loss 0.0111):  57%|█████▋    | 9195/16050 [1:40:41<1:04:20,  1.78it/s]
Training 2/3 epoch (loss 0.5571):  57%|█████▋    | 9195/16050 [1:40:42<1:04:20,  1.78it/s]
Training 2/3 epoch (loss 0.5571):  57%|█████▋    | 9196/16050 [1:40:42<59:23,  1.92it/s]  
Training 2/3 epoch (loss 0.0040):  57%|█████▋    | 9196/16050 [1:40:42<59:23,  1.92it/s]
Training 2/3 epoch (loss 0.0040):  57%|█████▋    | 9197/16050 [1:40:42<57:11,  2.00it/s]
Training 2/3 epoch (loss 0.0614):  57%|█████▋    | 9197/16050 [1:40:43<57:11,  2.00it/s]
Training 2/3 epoch (loss 0.0614):  57%|█████▋    | 9198/16050 [1:40:43<1:09:26,  1.64it/s]
Training 2/3 epoch (loss 0.0066):  57%|█████▋    | 9198/16050 [1:40:43<1:09:26,  1.64it/s]
Training 2/3 epoch (loss 0.0066):  57%|█████▋    | 9199/16050 [1:40:43<1:02:52,  1.82it/s]
Training 2/3 epoch (loss 0.0095):  57%|█████▋    | 9199/16050 [1:40:44<1:02:52,  1.82it/s]
Training 2/3 epoch (loss 0.0095):  57%|█████▋    | 9200/16050 [1:40:44<57:43,  1.98it/s]  
Training 2/3 epoch (loss 0.4179):  57%|█████▋    | 9200/16050 [1:40:44<57:43,  1.98it/s]
Training 2/3 epoch (loss 0.4179):  57%|█████▋    | 9201/16050 [1:40:44<52:10,  2.19it/s]
Training 2/3 epoch (loss 0.4378):  57%|█████▋    | 9201/16050 [1:40:45<52:10,  2.19it/s]
Training 2/3 epoch (loss 0.4378):  57%|█████▋    | 9202/16050 [1:40:45<52:40,  2.17it/s]
Training 2/3 epoch (loss 0.0135):  57%|█████▋    | 9202/16050 [1:40:45<52:40,  2.17it/s]
Training 2/3 epoch (loss 0.0135):  57%|█████▋    | 9203/16050 [1:40:45<50:45,  2.25it/s]
Training 2/3 epoch (loss 0.2249):  57%|█████▋    | 9203/16050 [1:40:46<50:45,  2.25it/s]
Training 2/3 epoch (loss 0.2249):  57%|█████▋    | 9204/16050 [1:40:46<57:54,  1.97it/s]
Training 2/3 epoch (loss 0.0304):  57%|█████▋    | 9204/16050 [1:40:46<57:54,  1.97it/s]
Training 2/3 epoch (loss 0.0304):  57%|█████▋    | 9205/16050 [1:40:46<1:02:03,  1.84it/s]
Training 2/3 epoch (loss 0.2496):  57%|█████▋    | 9205/16050 [1:40:47<1:02:03,  1.84it/s]
Training 2/3 epoch (loss 0.2496):  57%|█████▋    | 9206/16050 [1:40:47<56:43,  2.01it/s]  
Training 2/3 epoch (loss 0.4144):  57%|█████▋    | 9206/16050 [1:40:47<56:43,  2.01it/s]
Training 2/3 epoch (loss 0.4144):  57%|█████▋    | 9207/16050 [1:40:47<53:09,  2.15it/s]
Training 2/3 epoch (loss 0.1219):  57%|█████▋    | 9207/16050 [1:40:48<53:09,  2.15it/s]
Training 2/3 epoch (loss 0.1219):  57%|█████▋    | 9208/16050 [1:40:48<1:09:31,  1.64it/s]
Training 2/3 epoch (loss 0.0072):  57%|█████▋    | 9208/16050 [1:40:49<1:09:31,  1.64it/s]
Training 2/3 epoch (loss 0.0072):  57%|█████▋    | 9209/16050 [1:40:49<1:09:38,  1.64it/s]
Training 2/3 epoch (loss 0.0004):  57%|█████▋    | 9209/16050 [1:40:49<1:09:38,  1.64it/s]
Training 2/3 epoch (loss 0.0004):  57%|█████▋    | 9210/16050 [1:40:49<1:06:28,  1.71it/s]
Training 2/3 epoch (loss 0.0038):  57%|█████▋    | 9210/16050 [1:40:50<1:06:28,  1.71it/s]
Training 2/3 epoch (loss 0.0038):  57%|█████▋    | 9211/16050 [1:40:50<1:09:04,  1.65it/s]
Training 2/3 epoch (loss 0.0029):  57%|█████▋    | 9211/16050 [1:40:51<1:09:04,  1.65it/s]
Training 2/3 epoch (loss 0.0029):  57%|█████▋    | 9212/16050 [1:40:51<1:18:24,  1.45it/s]
Training 2/3 epoch (loss 0.3780):  57%|█████▋    | 9212/16050 [1:40:51<1:18:24,  1.45it/s]
Training 2/3 epoch (loss 0.3780):  57%|█████▋    | 9213/16050 [1:40:51<1:07:27,  1.69it/s]
Training 2/3 epoch (loss 0.0514):  57%|█████▋    | 9213/16050 [1:40:52<1:07:27,  1.69it/s]
Training 2/3 epoch (loss 0.0514):  57%|█████▋    | 9214/16050 [1:40:52<1:09:38,  1.64it/s]
Training 2/3 epoch (loss 0.2495):  57%|█████▋    | 9214/16050 [1:40:52<1:09:38,  1.64it/s]
Training 2/3 epoch (loss 0.2495):  57%|█████▋    | 9215/16050 [1:40:52<1:03:34,  1.79it/s]
Training 2/3 epoch (loss 0.0100):  57%|█████▋    | 9215/16050 [1:40:53<1:03:34,  1.79it/s]
Training 2/3 epoch (loss 0.0100):  57%|█████▋    | 9216/16050 [1:40:53<1:02:49,  1.81it/s]
Training 2/3 epoch (loss 0.0002):  57%|█████▋    | 9216/16050 [1:40:53<1:02:49,  1.81it/s]
Training 2/3 epoch (loss 0.0002):  57%|█████▋    | 9217/16050 [1:40:53<58:48,  1.94it/s]  
Training 2/3 epoch (loss 0.2009):  57%|█████▋    | 9217/16050 [1:40:53<58:48,  1.94it/s]
Training 2/3 epoch (loss 0.2009):  57%|█████▋    | 9218/16050 [1:40:53<54:39,  2.08it/s]
Training 2/3 epoch (loss 0.4586):  57%|█████▋    | 9218/16050 [1:40:54<54:39,  2.08it/s]
Training 2/3 epoch (loss 0.4586):  57%|█████▋    | 9219/16050 [1:40:54<1:06:03,  1.72it/s]
Training 2/3 epoch (loss 0.1229):  57%|█████▋    | 9219/16050 [1:40:55<1:06:03,  1.72it/s]
Training 2/3 epoch (loss 0.1229):  57%|█████▋    | 9220/16050 [1:40:55<1:05:50,  1.73it/s]
Training 2/3 epoch (loss 0.0335):  57%|█████▋    | 9220/16050 [1:40:55<1:05:50,  1.73it/s]
Training 2/3 epoch (loss 0.0335):  57%|█████▋    | 9221/16050 [1:40:55<1:08:18,  1.67it/s]
Training 2/3 epoch (loss 0.2416):  57%|█████▋    | 9221/16050 [1:40:58<1:08:18,  1.67it/s]
Training 2/3 epoch (loss 0.2416):  57%|█████▋    | 9222/16050 [1:40:58<2:03:30,  1.09s/it]
Training 2/3 epoch (loss 0.1332):  57%|█████▋    | 9222/16050 [1:40:58<2:03:30,  1.09s/it]
Training 2/3 epoch (loss 0.1332):  57%|█████▋    | 9223/16050 [1:40:58<1:48:46,  1.05it/s]
Training 2/3 epoch (loss 0.0032):  57%|█████▋    | 9223/16050 [1:40:59<1:48:46,  1.05it/s]
Training 2/3 epoch (loss 0.0032):  57%|█████▋    | 9224/16050 [1:40:59<1:32:38,  1.23it/s]
Training 2/3 epoch (loss 0.0059):  57%|█████▋    | 9224/16050 [1:40:59<1:32:38,  1.23it/s]
Training 2/3 epoch (loss 0.0059):  57%|█████▋    | 9225/16050 [1:40:59<1:21:56,  1.39it/s]
Training 2/3 epoch (loss 0.2977):  57%|█████▋    | 9225/16050 [1:41:00<1:21:56,  1.39it/s]
Training 2/3 epoch (loss 0.2977):  57%|█████▋    | 9226/16050 [1:41:00<1:15:21,  1.51it/s]
Training 2/3 epoch (loss 0.4156):  57%|█████▋    | 9226/16050 [1:41:00<1:15:21,  1.51it/s]
Training 2/3 epoch (loss 0.4156):  57%|█████▋    | 9227/16050 [1:41:00<1:04:21,  1.77it/s]
Training 2/3 epoch (loss 0.0331):  57%|█████▋    | 9227/16050 [1:41:01<1:04:21,  1.77it/s]
Training 2/3 epoch (loss 0.0331):  57%|█████▋    | 9228/16050 [1:41:01<1:05:36,  1.73it/s]
Training 2/3 epoch (loss 0.0410):  57%|█████▋    | 9228/16050 [1:41:02<1:05:36,  1.73it/s]
Training 2/3 epoch (loss 0.0410):  58%|█████▊    | 9229/16050 [1:41:02<1:09:45,  1.63it/s]
Training 2/3 epoch (loss 0.0021):  58%|█████▊    | 9229/16050 [1:41:02<1:09:45,  1.63it/s]
Training 2/3 epoch (loss 0.0021):  58%|█████▊    | 9230/16050 [1:41:02<1:03:20,  1.79it/s]
Training 2/3 epoch (loss 0.1362):  58%|█████▊    | 9230/16050 [1:41:02<1:03:20,  1.79it/s]
Training 2/3 epoch (loss 0.1362):  58%|█████▊    | 9231/16050 [1:41:02<1:02:05,  1.83it/s]
Training 2/3 epoch (loss 0.2085):  58%|█████▊    | 9231/16050 [1:41:03<1:02:05,  1.83it/s]
Training 2/3 epoch (loss 0.2085):  58%|█████▊    | 9232/16050 [1:41:03<1:01:15,  1.86it/s]
Training 2/3 epoch (loss 0.0048):  58%|█████▊    | 9232/16050 [1:41:04<1:01:15,  1.86it/s]
Training 2/3 epoch (loss 0.0048):  58%|█████▊    | 9233/16050 [1:41:04<1:05:40,  1.73it/s]
Training 2/3 epoch (loss 0.0004):  58%|█████▊    | 9233/16050 [1:41:04<1:05:40,  1.73it/s]
Training 2/3 epoch (loss 0.0004):  58%|█████▊    | 9234/16050 [1:41:04<58:52,  1.93it/s]  
Training 2/3 epoch (loss 0.1011):  58%|█████▊    | 9234/16050 [1:41:04<58:52,  1.93it/s]
Training 2/3 epoch (loss 0.1011):  58%|█████▊    | 9235/16050 [1:41:04<54:46,  2.07it/s]
Training 2/3 epoch (loss 0.0046):  58%|█████▊    | 9235/16050 [1:41:05<54:46,  2.07it/s]
Training 2/3 epoch (loss 0.0046):  58%|█████▊    | 9236/16050 [1:41:05<51:31,  2.20it/s]
Training 2/3 epoch (loss 0.5322):  58%|█████▊    | 9236/16050 [1:41:05<51:31,  2.20it/s]
Training 2/3 epoch (loss 0.5322):  58%|█████▊    | 9237/16050 [1:41:05<58:18,  1.95it/s]
Training 2/3 epoch (loss 0.0284):  58%|█████▊    | 9237/16050 [1:41:06<58:18,  1.95it/s]
Training 2/3 epoch (loss 0.0284):  58%|█████▊    | 9238/16050 [1:41:06<1:00:52,  1.86it/s]
Training 2/3 epoch (loss 0.0059):  58%|█████▊    | 9238/16050 [1:41:06<1:00:52,  1.86it/s]
Training 2/3 epoch (loss 0.0059):  58%|█████▊    | 9239/16050 [1:41:06<54:10,  2.10it/s]  
Training 2/3 epoch (loss 0.4238):  58%|█████▊    | 9239/16050 [1:41:07<54:10,  2.10it/s]
Training 2/3 epoch (loss 0.4238):  58%|█████▊    | 9240/16050 [1:41:07<55:57,  2.03it/s]
Training 2/3 epoch (loss 0.0097):  58%|█████▊    | 9240/16050 [1:41:07<55:57,  2.03it/s]
Training 2/3 epoch (loss 0.0097):  58%|█████▊    | 9241/16050 [1:41:07<55:05,  2.06it/s]
Training 2/3 epoch (loss 0.0008):  58%|█████▊    | 9241/16050 [1:41:08<55:05,  2.06it/s]
Training 2/3 epoch (loss 0.0008):  58%|█████▊    | 9242/16050 [1:41:08<50:10,  2.26it/s]
Training 2/3 epoch (loss 0.0001):  58%|█████▊    | 9242/16050 [1:41:08<50:10,  2.26it/s]
Training 2/3 epoch (loss 0.0001):  58%|█████▊    | 9243/16050 [1:41:08<55:35,  2.04it/s]
Training 2/3 epoch (loss 0.5016):  58%|█████▊    | 9243/16050 [1:41:09<55:35,  2.04it/s]
Training 2/3 epoch (loss 0.5016):  58%|█████▊    | 9244/16050 [1:41:09<52:52,  2.15it/s]
Training 2/3 epoch (loss 0.0003):  58%|█████▊    | 9244/16050 [1:41:09<52:52,  2.15it/s]
Training 2/3 epoch (loss 0.0003):  58%|█████▊    | 9245/16050 [1:41:09<1:01:42,  1.84it/s]
Training 2/3 epoch (loss 0.0077):  58%|█████▊    | 9245/16050 [1:41:10<1:01:42,  1.84it/s]
Training 2/3 epoch (loss 0.0077):  58%|█████▊    | 9246/16050 [1:41:10<1:08:56,  1.65it/s]
Training 2/3 epoch (loss 0.4032):  58%|█████▊    | 9246/16050 [1:41:11<1:08:56,  1.65it/s]
Training 2/3 epoch (loss 0.4032):  58%|█████▊    | 9247/16050 [1:41:11<1:09:42,  1.63it/s]
Training 2/3 epoch (loss 0.0306):  58%|█████▊    | 9247/16050 [1:41:11<1:09:42,  1.63it/s]
Training 2/3 epoch (loss 0.0306):  58%|█████▊    | 9248/16050 [1:41:11<1:07:43,  1.67it/s]
Training 2/3 epoch (loss 0.2670):  58%|█████▊    | 9248/16050 [1:41:12<1:07:43,  1.67it/s]
Training 2/3 epoch (loss 0.2670):  58%|█████▊    | 9249/16050 [1:41:12<58:46,  1.93it/s]  
Training 2/3 epoch (loss 0.0455):  58%|█████▊    | 9249/16050 [1:41:12<58:46,  1.93it/s]
Training 2/3 epoch (loss 0.0455):  58%|█████▊    | 9250/16050 [1:41:12<1:01:59,  1.83it/s]
Training 2/3 epoch (loss 0.0038):  58%|█████▊    | 9250/16050 [1:41:13<1:01:59,  1.83it/s]
Training 2/3 epoch (loss 0.0038):  58%|█████▊    | 9251/16050 [1:41:13<59:03,  1.92it/s]  
Training 2/3 epoch (loss 0.0224):  58%|█████▊    | 9251/16050 [1:41:14<59:03,  1.92it/s]
Training 2/3 epoch (loss 0.0224):  58%|█████▊    | 9252/16050 [1:41:14<1:08:44,  1.65it/s]
Training 2/3 epoch (loss 0.0671):  58%|█████▊    | 9252/16050 [1:41:14<1:08:44,  1.65it/s]
Training 2/3 epoch (loss 0.0671):  58%|█████▊    | 9253/16050 [1:41:14<1:14:53,  1.51it/s]
Training 2/3 epoch (loss 0.0143):  58%|█████▊    | 9253/16050 [1:41:15<1:14:53,  1.51it/s]
Training 2/3 epoch (loss 0.0143):  58%|█████▊    | 9254/16050 [1:41:15<1:21:00,  1.40it/s]
Training 2/3 epoch (loss 0.2939):  58%|█████▊    | 9254/16050 [1:41:16<1:21:00,  1.40it/s]
Training 2/3 epoch (loss 0.2939):  58%|█████▊    | 9255/16050 [1:41:16<1:12:47,  1.56it/s]
Training 2/3 epoch (loss 0.1528):  58%|█████▊    | 9255/16050 [1:41:16<1:12:47,  1.56it/s]
Training 2/3 epoch (loss 0.1528):  58%|█████▊    | 9256/16050 [1:41:16<1:04:51,  1.75it/s]
Training 2/3 epoch (loss 0.0003):  58%|█████▊    | 9256/16050 [1:41:17<1:04:51,  1.75it/s]
Training 2/3 epoch (loss 0.0003):  58%|█████▊    | 9257/16050 [1:41:17<1:00:14,  1.88it/s]
Training 2/3 epoch (loss 0.3838):  58%|█████▊    | 9257/16050 [1:41:19<1:00:14,  1.88it/s]
Training 2/3 epoch (loss 0.3838):  58%|█████▊    | 9258/16050 [1:41:19<2:01:37,  1.07s/it]
Training 2/3 epoch (loss 0.0323):  58%|█████▊    | 9258/16050 [1:41:20<2:01:37,  1.07s/it]
Training 2/3 epoch (loss 0.0323):  58%|█████▊    | 9259/16050 [1:41:20<1:46:11,  1.07it/s]
Training 2/3 epoch (loss 0.0024):  58%|█████▊    | 9259/16050 [1:41:20<1:46:11,  1.07it/s]
Training 2/3 epoch (loss 0.0024):  58%|█████▊    | 9260/16050 [1:41:20<1:28:02,  1.29it/s]
Training 2/3 epoch (loss 0.2539):  58%|█████▊    | 9260/16050 [1:41:20<1:28:02,  1.29it/s]
Training 2/3 epoch (loss 0.2539):  58%|█████▊    | 9261/16050 [1:41:20<1:13:15,  1.54it/s]
Training 2/3 epoch (loss 0.0064):  58%|█████▊    | 9261/16050 [1:41:21<1:13:15,  1.54it/s]
Training 2/3 epoch (loss 0.0064):  58%|█████▊    | 9262/16050 [1:41:21<1:06:08,  1.71it/s]
Training 2/3 epoch (loss 0.4038):  58%|█████▊    | 9262/16050 [1:41:21<1:06:08,  1.71it/s]
Training 2/3 epoch (loss 0.4038):  58%|█████▊    | 9263/16050 [1:41:21<1:02:01,  1.82it/s]
Training 2/3 epoch (loss 0.3531):  58%|█████▊    | 9263/16050 [1:41:23<1:02:01,  1.82it/s]
Training 2/3 epoch (loss 0.3531):  58%|█████▊    | 9264/16050 [1:41:23<1:59:41,  1.06s/it]
Training 2/3 epoch (loss 0.4092):  58%|█████▊    | 9264/16050 [1:41:24<1:59:41,  1.06s/it]
Training 2/3 epoch (loss 0.4092):  58%|█████▊    | 9265/16050 [1:41:24<1:37:52,  1.16it/s]
Training 2/3 epoch (loss 0.0070):  58%|█████▊    | 9265/16050 [1:41:24<1:37:52,  1.16it/s]
Training 2/3 epoch (loss 0.0070):  58%|█████▊    | 9266/16050 [1:41:24<1:28:50,  1.27it/s]
Training 2/3 epoch (loss 0.0393):  58%|█████▊    | 9266/16050 [1:41:25<1:28:50,  1.27it/s]
Training 2/3 epoch (loss 0.0393):  58%|█████▊    | 9267/16050 [1:41:25<1:30:47,  1.25it/s]
Training 2/3 epoch (loss 0.1288):  58%|█████▊    | 9267/16050 [1:41:26<1:30:47,  1.25it/s]
Training 2/3 epoch (loss 0.1288):  58%|█████▊    | 9268/16050 [1:41:26<1:19:10,  1.43it/s]
Training 2/3 epoch (loss 0.0225):  58%|█████▊    | 9268/16050 [1:41:26<1:19:10,  1.43it/s]
Training 2/3 epoch (loss 0.0225):  58%|█████▊    | 9269/16050 [1:41:26<1:11:37,  1.58it/s]
Training 2/3 epoch (loss 0.0153):  58%|█████▊    | 9269/16050 [1:41:27<1:11:37,  1.58it/s]
Training 2/3 epoch (loss 0.0153):  58%|█████▊    | 9270/16050 [1:41:27<1:12:12,  1.56it/s]
Training 2/3 epoch (loss 0.0026):  58%|█████▊    | 9270/16050 [1:41:27<1:12:12,  1.56it/s]
Training 2/3 epoch (loss 0.0026):  58%|█████▊    | 9271/16050 [1:41:27<1:08:21,  1.65it/s]
Training 2/3 epoch (loss 0.0774):  58%|█████▊    | 9271/16050 [1:41:28<1:08:21,  1.65it/s]
Training 2/3 epoch (loss 0.0774):  58%|█████▊    | 9272/16050 [1:41:28<1:03:43,  1.77it/s]
Training 2/3 epoch (loss 0.0795):  58%|█████▊    | 9272/16050 [1:41:28<1:03:43,  1.77it/s]
Training 2/3 epoch (loss 0.0795):  58%|█████▊    | 9273/16050 [1:41:28<58:25,  1.93it/s]  
Training 2/3 epoch (loss 0.2947):  58%|█████▊    | 9273/16050 [1:41:31<58:25,  1.93it/s]
Training 2/3 epoch (loss 0.2947):  58%|█████▊    | 9274/16050 [1:41:31<2:00:10,  1.06s/it]
Training 2/3 epoch (loss 0.0013):  58%|█████▊    | 9274/16050 [1:41:31<2:00:10,  1.06s/it]
Training 2/3 epoch (loss 0.0013):  58%|█████▊    | 9275/16050 [1:41:31<1:38:47,  1.14it/s]
Training 2/3 epoch (loss 0.0546):  58%|█████▊    | 9275/16050 [1:41:32<1:38:47,  1.14it/s]
Training 2/3 epoch (loss 0.0546):  58%|█████▊    | 9276/16050 [1:41:32<1:41:13,  1.12it/s]
Training 2/3 epoch (loss 0.2954):  58%|█████▊    | 9276/16050 [1:41:32<1:41:13,  1.12it/s]
Training 2/3 epoch (loss 0.2954):  58%|█████▊    | 9277/16050 [1:41:32<1:24:24,  1.34it/s]
Training 2/3 epoch (loss 0.0721):  58%|█████▊    | 9277/16050 [1:41:33<1:24:24,  1.34it/s]
Training 2/3 epoch (loss 0.0721):  58%|█████▊    | 9278/16050 [1:41:33<1:16:58,  1.47it/s]
Training 2/3 epoch (loss 0.0090):  58%|█████▊    | 9278/16050 [1:41:33<1:16:58,  1.47it/s]
Training 2/3 epoch (loss 0.0090):  58%|█████▊    | 9279/16050 [1:41:33<1:09:22,  1.63it/s]
Training 2/3 epoch (loss 0.2921):  58%|█████▊    | 9279/16050 [1:41:34<1:09:22,  1.63it/s]
Training 2/3 epoch (loss 0.2921):  58%|█████▊    | 9280/16050 [1:41:34<1:02:05,  1.82it/s]
Training 2/3 epoch (loss 0.1065):  58%|█████▊    | 9280/16050 [1:41:34<1:02:05,  1.82it/s]
Training 2/3 epoch (loss 0.1065):  58%|█████▊    | 9281/16050 [1:41:34<1:04:34,  1.75it/s]
Training 2/3 epoch (loss 0.0035):  58%|█████▊    | 9281/16050 [1:41:35<1:04:34,  1.75it/s]
Training 2/3 epoch (loss 0.0035):  58%|█████▊    | 9282/16050 [1:41:35<1:13:58,  1.52it/s]
Training 2/3 epoch (loss 0.0015):  58%|█████▊    | 9282/16050 [1:41:36<1:13:58,  1.52it/s]
Training 2/3 epoch (loss 0.0015):  58%|█████▊    | 9283/16050 [1:41:36<1:14:32,  1.51it/s]
Training 2/3 epoch (loss 0.0076):  58%|█████▊    | 9283/16050 [1:41:36<1:14:32,  1.51it/s]
Training 2/3 epoch (loss 0.0076):  58%|█████▊    | 9284/16050 [1:41:36<1:05:02,  1.73it/s]
Training 2/3 epoch (loss 0.1488):  58%|█████▊    | 9284/16050 [1:41:37<1:05:02,  1.73it/s]
Training 2/3 epoch (loss 0.1488):  58%|█████▊    | 9285/16050 [1:41:37<59:27,  1.90it/s]  
Training 2/3 epoch (loss 0.0203):  58%|█████▊    | 9285/16050 [1:41:38<59:27,  1.90it/s]
Training 2/3 epoch (loss 0.0203):  58%|█████▊    | 9286/16050 [1:41:38<1:09:43,  1.62it/s]
Training 2/3 epoch (loss 0.0099):  58%|█████▊    | 9286/16050 [1:41:38<1:09:43,  1.62it/s]
Training 2/3 epoch (loss 0.0099):  58%|█████▊    | 9287/16050 [1:41:38<1:09:45,  1.62it/s]
Training 2/3 epoch (loss 0.0110):  58%|█████▊    | 9287/16050 [1:41:39<1:09:45,  1.62it/s]
Training 2/3 epoch (loss 0.0110):  58%|█████▊    | 9288/16050 [1:41:39<1:12:30,  1.55it/s]
Training 2/3 epoch (loss 0.0164):  58%|█████▊    | 9288/16050 [1:41:39<1:12:30,  1.55it/s]
Training 2/3 epoch (loss 0.0164):  58%|█████▊    | 9289/16050 [1:41:39<1:05:30,  1.72it/s]
Training 2/3 epoch (loss 0.0134):  58%|█████▊    | 9289/16050 [1:41:40<1:05:30,  1.72it/s]
Training 2/3 epoch (loss 0.0134):  58%|█████▊    | 9290/16050 [1:41:40<1:06:21,  1.70it/s]
Training 2/3 epoch (loss 1.4113):  58%|█████▊    | 9290/16050 [1:41:41<1:06:21,  1.70it/s]
Training 2/3 epoch (loss 1.4113):  58%|█████▊    | 9291/16050 [1:41:41<1:07:54,  1.66it/s]
Training 2/3 epoch (loss 0.0089):  58%|█████▊    | 9291/16050 [1:41:41<1:07:54,  1.66it/s]
Training 2/3 epoch (loss 0.0089):  58%|█████▊    | 9292/16050 [1:41:41<1:13:33,  1.53it/s]
Training 2/3 epoch (loss 0.0001):  58%|█████▊    | 9292/16050 [1:41:42<1:13:33,  1.53it/s]
Training 2/3 epoch (loss 0.0001):  58%|█████▊    | 9293/16050 [1:41:42<1:11:47,  1.57it/s]
Training 2/3 epoch (loss 0.0027):  58%|█████▊    | 9293/16050 [1:41:42<1:11:47,  1.57it/s]
Training 2/3 epoch (loss 0.0027):  58%|█████▊    | 9294/16050 [1:41:42<1:03:54,  1.76it/s]
Training 2/3 epoch (loss 0.0523):  58%|█████▊    | 9294/16050 [1:41:43<1:03:54,  1.76it/s]
Training 2/3 epoch (loss 0.0523):  58%|█████▊    | 9295/16050 [1:41:43<1:05:23,  1.72it/s]
Training 2/3 epoch (loss 0.0018):  58%|█████▊    | 9295/16050 [1:41:43<1:05:23,  1.72it/s]
Training 2/3 epoch (loss 0.0018):  58%|█████▊    | 9296/16050 [1:41:43<59:48,  1.88it/s]  
Training 2/3 epoch (loss 0.2703):  58%|█████▊    | 9296/16050 [1:41:44<59:48,  1.88it/s]
Training 2/3 epoch (loss 0.2703):  58%|█████▊    | 9297/16050 [1:41:44<1:02:24,  1.80it/s]
Training 2/3 epoch (loss 0.2210):  58%|█████▊    | 9297/16050 [1:41:44<1:02:24,  1.80it/s]
Training 2/3 epoch (loss 0.2210):  58%|█████▊    | 9298/16050 [1:41:44<56:37,  1.99it/s]  
Training 2/3 epoch (loss 0.4865):  58%|█████▊    | 9298/16050 [1:41:45<56:37,  1.99it/s]
Training 2/3 epoch (loss 0.4865):  58%|█████▊    | 9299/16050 [1:41:45<51:54,  2.17it/s]
Training 2/3 epoch (loss 0.1141):  58%|█████▊    | 9299/16050 [1:41:45<51:54,  2.17it/s]
Training 2/3 epoch (loss 0.1141):  58%|█████▊    | 9300/16050 [1:41:45<49:48,  2.26it/s]
Training 2/3 epoch (loss 0.0044):  58%|█████▊    | 9300/16050 [1:41:46<49:48,  2.26it/s]
Training 2/3 epoch (loss 0.0044):  58%|█████▊    | 9301/16050 [1:41:46<58:38,  1.92it/s]
Training 2/3 epoch (loss 0.0726):  58%|█████▊    | 9301/16050 [1:41:46<58:38,  1.92it/s]
Training 2/3 epoch (loss 0.0726):  58%|█████▊    | 9302/16050 [1:41:46<57:31,  1.96it/s]
Training 2/3 epoch (loss 0.0001):  58%|█████▊    | 9302/16050 [1:41:47<57:31,  1.96it/s]
Training 2/3 epoch (loss 0.0001):  58%|█████▊    | 9303/16050 [1:41:47<52:32,  2.14it/s]
Training 2/3 epoch (loss 0.3002):  58%|█████▊    | 9303/16050 [1:41:47<52:32,  2.14it/s]
Training 2/3 epoch (loss 0.3002):  58%|█████▊    | 9304/16050 [1:41:47<1:01:01,  1.84it/s]
Training 2/3 epoch (loss 0.3372):  58%|█████▊    | 9304/16050 [1:41:48<1:01:01,  1.84it/s]
Training 2/3 epoch (loss 0.3372):  58%|█████▊    | 9305/16050 [1:41:48<1:03:23,  1.77it/s]
Training 2/3 epoch (loss 0.0052):  58%|█████▊    | 9305/16050 [1:41:49<1:03:23,  1.77it/s]
Training 2/3 epoch (loss 0.0052):  58%|█████▊    | 9306/16050 [1:41:49<1:03:02,  1.78it/s]
Training 2/3 epoch (loss 0.2000):  58%|█████▊    | 9306/16050 [1:41:49<1:03:02,  1.78it/s]
Training 2/3 epoch (loss 0.2000):  58%|█████▊    | 9307/16050 [1:41:49<56:26,  1.99it/s]  
Training 2/3 epoch (loss 0.0861):  58%|█████▊    | 9307/16050 [1:41:50<56:26,  1.99it/s]
Training 2/3 epoch (loss 0.0861):  58%|█████▊    | 9308/16050 [1:41:50<59:32,  1.89it/s]
Training 2/3 epoch (loss 0.0005):  58%|█████▊    | 9308/16050 [1:41:50<59:32,  1.89it/s]
Training 2/3 epoch (loss 0.0005):  58%|█████▊    | 9309/16050 [1:41:50<57:23,  1.96it/s]
Training 2/3 epoch (loss 0.0841):  58%|█████▊    | 9309/16050 [1:41:51<57:23,  1.96it/s]
Training 2/3 epoch (loss 0.0841):  58%|█████▊    | 9310/16050 [1:41:51<1:00:55,  1.84it/s]
Training 2/3 epoch (loss 0.0692):  58%|█████▊    | 9310/16050 [1:41:51<1:00:55,  1.84it/s]
Training 2/3 epoch (loss 0.0692):  58%|█████▊    | 9311/16050 [1:41:51<57:53,  1.94it/s]  
Training 2/3 epoch (loss 0.0008):  58%|█████▊    | 9311/16050 [1:41:52<57:53,  1.94it/s]
Training 2/3 epoch (loss 0.0008):  58%|█████▊    | 9312/16050 [1:41:52<1:02:03,  1.81it/s]
Training 2/3 epoch (loss 0.0378):  58%|█████▊    | 9312/16050 [1:41:52<1:02:03,  1.81it/s]
Training 2/3 epoch (loss 0.0378):  58%|█████▊    | 9313/16050 [1:41:52<55:44,  2.01it/s]  
Training 2/3 epoch (loss 0.0147):  58%|█████▊    | 9313/16050 [1:41:53<55:44,  2.01it/s]
Training 2/3 epoch (loss 0.0147):  58%|█████▊    | 9314/16050 [1:41:53<1:07:50,  1.65it/s]
Training 2/3 epoch (loss 0.1044):  58%|█████▊    | 9314/16050 [1:41:54<1:07:50,  1.65it/s]
Training 2/3 epoch (loss 0.1044):  58%|█████▊    | 9315/16050 [1:41:54<1:09:41,  1.61it/s]
Training 2/3 epoch (loss 0.3560):  58%|█████▊    | 9315/16050 [1:41:54<1:09:41,  1.61it/s]
Training 2/3 epoch (loss 0.3560):  58%|█████▊    | 9316/16050 [1:41:54<1:06:47,  1.68it/s]
Training 2/3 epoch (loss 0.3379):  58%|█████▊    | 9316/16050 [1:41:54<1:06:47,  1.68it/s]
Training 2/3 epoch (loss 0.3379):  58%|█████▊    | 9317/16050 [1:41:54<58:06,  1.93it/s]  
Training 2/3 epoch (loss 0.0481):  58%|█████▊    | 9317/16050 [1:41:55<58:06,  1.93it/s]
Training 2/3 epoch (loss 0.0481):  58%|█████▊    | 9318/16050 [1:41:55<1:11:58,  1.56it/s]
Training 2/3 epoch (loss 0.4855):  58%|█████▊    | 9318/16050 [1:41:56<1:11:58,  1.56it/s]
Training 2/3 epoch (loss 0.4855):  58%|█████▊    | 9319/16050 [1:41:56<1:05:50,  1.70it/s]
Training 2/3 epoch (loss 0.2002):  58%|█████▊    | 9319/16050 [1:41:56<1:05:50,  1.70it/s]
Training 2/3 epoch (loss 0.2002):  58%|█████▊    | 9320/16050 [1:41:56<59:37,  1.88it/s]  
Training 2/3 epoch (loss 0.0188):  58%|█████▊    | 9320/16050 [1:41:57<59:37,  1.88it/s]
Training 2/3 epoch (loss 0.0188):  58%|█████▊    | 9321/16050 [1:41:57<1:02:46,  1.79it/s]
Training 2/3 epoch (loss 0.0213):  58%|█████▊    | 9321/16050 [1:41:57<1:02:46,  1.79it/s]
Training 2/3 epoch (loss 0.0213):  58%|█████▊    | 9322/16050 [1:41:57<1:02:19,  1.80it/s]
Training 2/3 epoch (loss 0.0001):  58%|█████▊    | 9322/16050 [1:41:58<1:02:19,  1.80it/s]
Training 2/3 epoch (loss 0.0001):  58%|█████▊    | 9323/16050 [1:41:58<59:11,  1.89it/s]  
Training 2/3 epoch (loss 0.0039):  58%|█████▊    | 9323/16050 [1:41:59<59:11,  1.89it/s]
Training 2/3 epoch (loss 0.0039):  58%|█████▊    | 9324/16050 [1:41:59<1:06:52,  1.68it/s]
Training 2/3 epoch (loss 0.2476):  58%|█████▊    | 9324/16050 [1:41:59<1:06:52,  1.68it/s]
Training 2/3 epoch (loss 0.2476):  58%|█████▊    | 9325/16050 [1:41:59<1:03:02,  1.78it/s]
Training 2/3 epoch (loss 0.0048):  58%|█████▊    | 9325/16050 [1:42:00<1:03:02,  1.78it/s]
Training 2/3 epoch (loss 0.0048):  58%|█████▊    | 9326/16050 [1:42:00<59:29,  1.88it/s]  
Training 2/3 epoch (loss 0.0002):  58%|█████▊    | 9326/16050 [1:42:00<59:29,  1.88it/s]
Training 2/3 epoch (loss 0.0002):  58%|█████▊    | 9327/16050 [1:42:00<55:40,  2.01it/s]
Training 2/3 epoch (loss 0.2054):  58%|█████▊    | 9327/16050 [1:42:01<55:40,  2.01it/s]
Training 2/3 epoch (loss 0.2054):  58%|█████▊    | 9328/16050 [1:42:01<58:22,  1.92it/s]
Training 2/3 epoch (loss 0.7237):  58%|█████▊    | 9328/16050 [1:42:01<58:22,  1.92it/s]
Training 2/3 epoch (loss 0.7237):  58%|█████▊    | 9329/16050 [1:42:01<58:34,  1.91it/s]
Training 2/3 epoch (loss 0.0056):  58%|█████▊    | 9329/16050 [1:42:02<58:34,  1.91it/s]
Training 2/3 epoch (loss 0.0056):  58%|█████▊    | 9330/16050 [1:42:02<1:01:41,  1.82it/s]
Training 2/3 epoch (loss 0.1384):  58%|█████▊    | 9330/16050 [1:42:02<1:01:41,  1.82it/s]
Training 2/3 epoch (loss 0.1384):  58%|█████▊    | 9331/16050 [1:42:02<58:21,  1.92it/s]  
Training 2/3 epoch (loss 0.0000):  58%|█████▊    | 9331/16050 [1:42:03<58:21,  1.92it/s]
Training 2/3 epoch (loss 0.0000):  58%|█████▊    | 9332/16050 [1:42:03<58:45,  1.91it/s]
Training 2/3 epoch (loss 0.0353):  58%|█████▊    | 9332/16050 [1:42:03<58:45,  1.91it/s]
Training 2/3 epoch (loss 0.0353):  58%|█████▊    | 9333/16050 [1:42:03<57:04,  1.96it/s]
Training 2/3 epoch (loss 0.3485):  58%|█████▊    | 9333/16050 [1:42:04<57:04,  1.96it/s]
Training 2/3 epoch (loss 0.3485):  58%|█████▊    | 9334/16050 [1:42:04<1:07:41,  1.65it/s]
Training 2/3 epoch (loss 0.0153):  58%|█████▊    | 9334/16050 [1:42:05<1:07:41,  1.65it/s]
Training 2/3 epoch (loss 0.0153):  58%|█████▊    | 9335/16050 [1:42:05<1:17:43,  1.44it/s]
Training 2/3 epoch (loss 0.2109):  58%|█████▊    | 9335/16050 [1:42:07<1:17:43,  1.44it/s]
Training 2/3 epoch (loss 0.2109):  58%|█████▊    | 9336/16050 [1:42:07<2:13:22,  1.19s/it]
Training 2/3 epoch (loss 0.0656):  58%|█████▊    | 9336/16050 [1:42:08<2:13:22,  1.19s/it]
Training 2/3 epoch (loss 0.0656):  58%|█████▊    | 9337/16050 [1:42:08<1:46:26,  1.05it/s]
Training 2/3 epoch (loss 0.0004):  58%|█████▊    | 9337/16050 [1:42:08<1:46:26,  1.05it/s]
Training 2/3 epoch (loss 0.0004):  58%|█████▊    | 9338/16050 [1:42:08<1:26:17,  1.30it/s]
Training 2/3 epoch (loss 0.2467):  58%|█████▊    | 9338/16050 [1:42:09<1:26:17,  1.30it/s]
Training 2/3 epoch (loss 0.2467):  58%|█████▊    | 9339/16050 [1:42:09<1:23:01,  1.35it/s]
Training 2/3 epoch (loss 0.4221):  58%|█████▊    | 9339/16050 [1:42:09<1:23:01,  1.35it/s]
Training 2/3 epoch (loss 0.4221):  58%|█████▊    | 9340/16050 [1:42:09<1:13:41,  1.52it/s]
Training 2/3 epoch (loss 0.0131):  58%|█████▊    | 9340/16050 [1:42:10<1:13:41,  1.52it/s]
Training 2/3 epoch (loss 0.0131):  58%|█████▊    | 9341/16050 [1:42:10<1:07:56,  1.65it/s]
Training 2/3 epoch (loss 0.1730):  58%|█████▊    | 9341/16050 [1:42:10<1:07:56,  1.65it/s]
Training 2/3 epoch (loss 0.1730):  58%|█████▊    | 9342/16050 [1:42:10<1:14:55,  1.49it/s]
Training 2/3 epoch (loss 0.1148):  58%|█████▊    | 9342/16050 [1:42:11<1:14:55,  1.49it/s]
Training 2/3 epoch (loss 0.1148):  58%|█████▊    | 9343/16050 [1:42:11<1:13:09,  1.53it/s]
Training 2/3 epoch (loss 0.3957):  58%|█████▊    | 9343/16050 [1:42:12<1:13:09,  1.53it/s]
Training 2/3 epoch (loss 0.3957):  58%|█████▊    | 9344/16050 [1:42:12<1:07:26,  1.66it/s]
Training 2/3 epoch (loss 0.4052):  58%|█████▊    | 9344/16050 [1:42:12<1:07:26,  1.66it/s]
Training 2/3 epoch (loss 0.4052):  58%|█████▊    | 9345/16050 [1:42:12<58:56,  1.90it/s]  
Training 2/3 epoch (loss 0.0323):  58%|█████▊    | 9345/16050 [1:42:13<58:56,  1.90it/s]
Training 2/3 epoch (loss 0.0323):  58%|█████▊    | 9346/16050 [1:42:13<1:07:17,  1.66it/s]
Training 2/3 epoch (loss 0.0631):  58%|█████▊    | 9346/16050 [1:42:13<1:07:17,  1.66it/s]
Training 2/3 epoch (loss 0.0631):  58%|█████▊    | 9347/16050 [1:42:13<1:10:28,  1.59it/s]
Training 2/3 epoch (loss 0.2223):  58%|█████▊    | 9347/16050 [1:42:16<1:10:28,  1.59it/s]
Training 2/3 epoch (loss 0.2223):  58%|█████▊    | 9348/16050 [1:42:16<2:08:08,  1.15s/it]
Training 2/3 epoch (loss 0.2590):  58%|█████▊    | 9348/16050 [1:42:16<2:08:08,  1.15s/it]
Training 2/3 epoch (loss 0.2590):  58%|█████▊    | 9349/16050 [1:42:16<1:52:00,  1.00s/it]
Training 2/3 epoch (loss 0.0448):  58%|█████▊    | 9349/16050 [1:42:17<1:52:00,  1.00s/it]
Training 2/3 epoch (loss 0.0448):  58%|█████▊    | 9350/16050 [1:42:17<1:34:19,  1.18it/s]
Training 2/3 epoch (loss 0.0718):  58%|█████▊    | 9350/16050 [1:42:17<1:34:19,  1.18it/s]
Training 2/3 epoch (loss 0.0718):  58%|█████▊    | 9351/16050 [1:42:17<1:20:38,  1.38it/s]
Training 2/3 epoch (loss 0.3829):  58%|█████▊    | 9351/16050 [1:42:18<1:20:38,  1.38it/s]
Training 2/3 epoch (loss 0.3829):  58%|█████▊    | 9352/16050 [1:42:18<1:13:54,  1.51it/s]
Training 2/3 epoch (loss 0.0200):  58%|█████▊    | 9352/16050 [1:42:18<1:13:54,  1.51it/s]
Training 2/3 epoch (loss 0.0200):  58%|█████▊    | 9353/16050 [1:42:18<1:06:24,  1.68it/s]
Training 2/3 epoch (loss 0.3214):  58%|█████▊    | 9353/16050 [1:42:19<1:06:24,  1.68it/s]
Training 2/3 epoch (loss 0.3214):  58%|█████▊    | 9354/16050 [1:42:19<1:00:07,  1.86it/s]
Training 2/3 epoch (loss 0.3301):  58%|█████▊    | 9354/16050 [1:42:19<1:00:07,  1.86it/s]
Training 2/3 epoch (loss 0.3301):  58%|█████▊    | 9355/16050 [1:42:19<57:59,  1.92it/s]  
Training 2/3 epoch (loss 0.0072):  58%|█████▊    | 9355/16050 [1:42:20<57:59,  1.92it/s]
Training 2/3 epoch (loss 0.0072):  58%|█████▊    | 9356/16050 [1:42:20<58:04,  1.92it/s]
Training 2/3 epoch (loss 0.0003):  58%|█████▊    | 9356/16050 [1:42:20<58:04,  1.92it/s]
Training 2/3 epoch (loss 0.0003):  58%|█████▊    | 9357/16050 [1:42:20<56:24,  1.98it/s]
Training 2/3 epoch (loss 0.1636):  58%|█████▊    | 9357/16050 [1:42:22<56:24,  1.98it/s]
Training 2/3 epoch (loss 0.1636):  58%|█████▊    | 9358/16050 [1:42:22<1:58:07,  1.06s/it]
Training 2/3 epoch (loss 0.3705):  58%|█████▊    | 9358/16050 [1:42:23<1:58:07,  1.06s/it]
Training 2/3 epoch (loss 0.3705):  58%|█████▊    | 9359/16050 [1:42:23<1:38:55,  1.13it/s]
Training 2/3 epoch (loss 0.0439):  58%|█████▊    | 9359/16050 [1:42:24<1:38:55,  1.13it/s]
Training 2/3 epoch (loss 0.0439):  58%|█████▊    | 9360/16050 [1:42:24<1:34:41,  1.18it/s]
Training 2/3 epoch (loss 0.0227):  58%|█████▊    | 9360/16050 [1:42:24<1:34:41,  1.18it/s]
Training 2/3 epoch (loss 0.0227):  58%|█████▊    | 9361/16050 [1:42:24<1:20:22,  1.39it/s]
Training 2/3 epoch (loss 0.3657):  58%|█████▊    | 9361/16050 [1:42:25<1:20:22,  1.39it/s]
Training 2/3 epoch (loss 0.3657):  58%|█████▊    | 9362/16050 [1:42:25<1:13:51,  1.51it/s]
Training 2/3 epoch (loss 0.0012):  58%|█████▊    | 9362/16050 [1:42:25<1:13:51,  1.51it/s]
Training 2/3 epoch (loss 0.0012):  58%|█████▊    | 9363/16050 [1:42:25<1:10:01,  1.59it/s]
Training 2/3 epoch (loss 0.0062):  58%|█████▊    | 9363/16050 [1:42:26<1:10:01,  1.59it/s]
Training 2/3 epoch (loss 0.0062):  58%|█████▊    | 9364/16050 [1:42:26<1:04:16,  1.73it/s]
Training 2/3 epoch (loss 0.5690):  58%|█████▊    | 9364/16050 [1:42:26<1:04:16,  1.73it/s]
Training 2/3 epoch (loss 0.5690):  58%|█████▊    | 9365/16050 [1:42:26<55:20,  2.01it/s]  
Training 2/3 epoch (loss 0.0136):  58%|█████▊    | 9365/16050 [1:42:26<55:20,  2.01it/s]
Training 2/3 epoch (loss 0.0136):  58%|█████▊    | 9366/16050 [1:42:26<54:04,  2.06it/s]
Training 2/3 epoch (loss 0.0062):  58%|█████▊    | 9366/16050 [1:42:27<54:04,  2.06it/s]
Training 2/3 epoch (loss 0.0062):  58%|█████▊    | 9367/16050 [1:42:27<58:23,  1.91it/s]
Training 2/3 epoch (loss 0.0721):  58%|█████▊    | 9367/16050 [1:42:28<58:23,  1.91it/s]
Training 2/3 epoch (loss 0.0721):  58%|█████▊    | 9368/16050 [1:42:28<1:02:50,  1.77it/s]
Training 2/3 epoch (loss 0.0162):  58%|█████▊    | 9368/16050 [1:42:28<1:02:50,  1.77it/s]
Training 2/3 epoch (loss 0.0162):  58%|█████▊    | 9369/16050 [1:42:28<1:05:41,  1.69it/s]
Training 2/3 epoch (loss 0.0768):  58%|█████▊    | 9369/16050 [1:42:29<1:05:41,  1.69it/s]
Training 2/3 epoch (loss 0.0768):  58%|█████▊    | 9370/16050 [1:42:29<1:16:28,  1.46it/s]
Training 2/3 epoch (loss 0.4388):  58%|█████▊    | 9370/16050 [1:42:30<1:16:28,  1.46it/s]
Training 2/3 epoch (loss 0.4388):  58%|█████▊    | 9371/16050 [1:42:30<1:09:32,  1.60it/s]
Training 2/3 epoch (loss 0.0081):  58%|█████▊    | 9371/16050 [1:42:30<1:09:32,  1.60it/s]
Training 2/3 epoch (loss 0.0081):  58%|█████▊    | 9372/16050 [1:42:30<1:02:07,  1.79it/s]
Training 2/3 epoch (loss 0.0075):  58%|█████▊    | 9372/16050 [1:42:31<1:02:07,  1.79it/s]
Training 2/3 epoch (loss 0.0075):  58%|█████▊    | 9373/16050 [1:42:31<1:01:33,  1.81it/s]
Training 2/3 epoch (loss 0.0559):  58%|█████▊    | 9373/16050 [1:42:31<1:01:33,  1.81it/s]
Training 2/3 epoch (loss 0.0559):  58%|█████▊    | 9374/16050 [1:42:31<1:02:12,  1.79it/s]
Training 2/3 epoch (loss 0.1569):  58%|█████▊    | 9374/16050 [1:42:32<1:02:12,  1.79it/s]
Training 2/3 epoch (loss 0.1569):  58%|█████▊    | 9375/16050 [1:42:32<55:00,  2.02it/s]  
Training 2/3 epoch (loss 0.0255):  58%|█████▊    | 9375/16050 [1:42:32<55:00,  2.02it/s]
Training 2/3 epoch (loss 0.0255):  58%|█████▊    | 9376/16050 [1:42:32<54:25,  2.04it/s]
Training 2/3 epoch (loss 0.0142):  58%|█████▊    | 9376/16050 [1:42:33<54:25,  2.04it/s]
Training 2/3 epoch (loss 0.0142):  58%|█████▊    | 9377/16050 [1:42:33<58:45,  1.89it/s]
Training 2/3 epoch (loss 0.0003):  58%|█████▊    | 9377/16050 [1:42:33<58:45,  1.89it/s]
Training 2/3 epoch (loss 0.0003):  58%|█████▊    | 9378/16050 [1:42:33<55:44,  1.99it/s]
Training 2/3 epoch (loss 0.0728):  58%|█████▊    | 9378/16050 [1:42:34<55:44,  1.99it/s]
Training 2/3 epoch (loss 0.0728):  58%|█████▊    | 9379/16050 [1:42:34<58:29,  1.90it/s]
Training 2/3 epoch (loss 0.1481):  58%|█████▊    | 9379/16050 [1:42:34<58:29,  1.90it/s]
Training 2/3 epoch (loss 0.1481):  58%|█████▊    | 9380/16050 [1:42:34<1:01:06,  1.82it/s]
Training 2/3 epoch (loss 0.0321):  58%|█████▊    | 9380/16050 [1:42:35<1:01:06,  1.82it/s]
Training 2/3 epoch (loss 0.0321):  58%|█████▊    | 9381/16050 [1:42:35<58:58,  1.88it/s]  
Training 2/3 epoch (loss 0.0092):  58%|█████▊    | 9381/16050 [1:42:35<58:58,  1.88it/s]
Training 2/3 epoch (loss 0.0092):  58%|█████▊    | 9382/16050 [1:42:35<59:38,  1.86it/s]
Training 2/3 epoch (loss 0.0220):  58%|█████▊    | 9382/16050 [1:42:36<59:38,  1.86it/s]
Training 2/3 epoch (loss 0.0220):  58%|█████▊    | 9383/16050 [1:42:36<57:01,  1.95it/s]
Training 2/3 epoch (loss 0.5293):  58%|█████▊    | 9383/16050 [1:42:36<57:01,  1.95it/s]
Training 2/3 epoch (loss 0.5293):  58%|█████▊    | 9384/16050 [1:42:36<53:31,  2.08it/s]
Training 2/3 epoch (loss 0.0005):  58%|█████▊    | 9384/16050 [1:42:37<53:31,  2.08it/s]
Training 2/3 epoch (loss 0.0005):  58%|█████▊    | 9385/16050 [1:42:37<55:13,  2.01it/s]
Training 2/3 epoch (loss 0.0258):  58%|█████▊    | 9385/16050 [1:42:37<55:13,  2.01it/s]
Training 2/3 epoch (loss 0.0258):  58%|█████▊    | 9386/16050 [1:42:37<1:00:19,  1.84it/s]
Training 2/3 epoch (loss 0.0261):  58%|█████▊    | 9386/16050 [1:42:38<1:00:19,  1.84it/s]
Training 2/3 epoch (loss 0.0261):  58%|█████▊    | 9387/16050 [1:42:38<56:54,  1.95it/s]  
Training 2/3 epoch (loss 0.0021):  58%|█████▊    | 9387/16050 [1:42:39<56:54,  1.95it/s]
Training 2/3 epoch (loss 0.0021):  58%|█████▊    | 9388/16050 [1:42:39<1:08:25,  1.62it/s]
Training 2/3 epoch (loss 0.0330):  58%|█████▊    | 9388/16050 [1:42:40<1:08:25,  1.62it/s]
Training 2/3 epoch (loss 0.0330):  58%|█████▊    | 9389/16050 [1:42:40<1:20:30,  1.38it/s]
Training 2/3 epoch (loss 0.0024):  58%|█████▊    | 9389/16050 [1:42:40<1:20:30,  1.38it/s]
Training 2/3 epoch (loss 0.0024):  59%|█████▊    | 9390/16050 [1:42:40<1:17:07,  1.44it/s]
Training 2/3 epoch (loss 0.0295):  59%|█████▊    | 9390/16050 [1:42:41<1:17:07,  1.44it/s]
Training 2/3 epoch (loss 0.0295):  59%|█████▊    | 9391/16050 [1:42:41<1:06:40,  1.66it/s]
Training 2/3 epoch (loss 0.4574):  59%|█████▊    | 9391/16050 [1:42:41<1:06:40,  1.66it/s]
Training 2/3 epoch (loss 0.4574):  59%|█████▊    | 9392/16050 [1:42:41<1:11:57,  1.54it/s]
Training 2/3 epoch (loss 0.6811):  59%|█████▊    | 9392/16050 [1:42:42<1:11:57,  1.54it/s]
Training 2/3 epoch (loss 0.6811):  59%|█████▊    | 9393/16050 [1:42:42<1:02:04,  1.79it/s]
Training 2/3 epoch (loss 0.0044):  59%|█████▊    | 9393/16050 [1:42:42<1:02:04,  1.79it/s]
Training 2/3 epoch (loss 0.0044):  59%|█████▊    | 9394/16050 [1:42:42<1:03:55,  1.74it/s]
Training 2/3 epoch (loss 0.4199):  59%|█████▊    | 9394/16050 [1:42:43<1:03:55,  1.74it/s]
Training 2/3 epoch (loss 0.4199):  59%|█████▊    | 9395/16050 [1:42:43<57:52,  1.92it/s]  
Training 2/3 epoch (loss 0.0043):  59%|█████▊    | 9395/16050 [1:42:43<57:52,  1.92it/s]
Training 2/3 epoch (loss 0.0043):  59%|█████▊    | 9396/16050 [1:42:43<1:00:45,  1.83it/s]
Training 2/3 epoch (loss 0.0697):  59%|█████▊    | 9396/16050 [1:42:44<1:00:45,  1.83it/s]
Training 2/3 epoch (loss 0.0697):  59%|█████▊    | 9397/16050 [1:42:44<1:01:58,  1.79it/s]
Training 2/3 epoch (loss 0.0126):  59%|█████▊    | 9397/16050 [1:42:45<1:01:58,  1.79it/s]
Training 2/3 epoch (loss 0.0126):  59%|█████▊    | 9398/16050 [1:42:45<1:06:21,  1.67it/s]
Training 2/3 epoch (loss 0.3187):  59%|█████▊    | 9398/16050 [1:42:46<1:06:21,  1.67it/s]
Training 2/3 epoch (loss 0.3187):  59%|█████▊    | 9399/16050 [1:42:46<1:17:03,  1.44it/s]
Training 2/3 epoch (loss 0.0163):  59%|█████▊    | 9399/16050 [1:42:46<1:17:03,  1.44it/s]
Training 2/3 epoch (loss 0.0163):  59%|█████▊    | 9400/16050 [1:42:46<1:07:31,  1.64it/s]
Training 2/3 epoch (loss 0.3927):  59%|█████▊    | 9400/16050 [1:42:47<1:07:31,  1.64it/s]
Training 2/3 epoch (loss 0.3927):  59%|█████▊    | 9401/16050 [1:42:47<1:06:49,  1.66it/s]
Training 2/3 epoch (loss 0.5854):  59%|█████▊    | 9401/16050 [1:42:47<1:06:49,  1.66it/s]
Training 2/3 epoch (loss 0.5854):  59%|█████▊    | 9402/16050 [1:42:47<1:00:32,  1.83it/s]
Training 2/3 epoch (loss 0.0524):  59%|█████▊    | 9402/16050 [1:42:48<1:00:32,  1.83it/s]
Training 2/3 epoch (loss 0.0524):  59%|█████▊    | 9403/16050 [1:42:48<57:38,  1.92it/s]  
Training 2/3 epoch (loss 0.0060):  59%|█████▊    | 9403/16050 [1:42:48<57:38,  1.92it/s]
Training 2/3 epoch (loss 0.0060):  59%|█████▊    | 9404/16050 [1:42:48<1:00:57,  1.82it/s]
Training 2/3 epoch (loss 0.2776):  59%|█████▊    | 9404/16050 [1:42:49<1:00:57,  1.82it/s]
Training 2/3 epoch (loss 0.2776):  59%|█████▊    | 9405/16050 [1:42:49<1:11:18,  1.55it/s]
Training 2/3 epoch (loss 0.2684):  59%|█████▊    | 9405/16050 [1:42:50<1:11:18,  1.55it/s]
Training 2/3 epoch (loss 0.2684):  59%|█████▊    | 9406/16050 [1:42:50<1:06:56,  1.65it/s]
Training 2/3 epoch (loss 0.0027):  59%|█████▊    | 9406/16050 [1:42:50<1:06:56,  1.65it/s]
Training 2/3 epoch (loss 0.0027):  59%|█████▊    | 9407/16050 [1:42:50<1:02:29,  1.77it/s]
Training 2/3 epoch (loss 0.0668):  59%|█████▊    | 9407/16050 [1:42:51<1:02:29,  1.77it/s]
Training 2/3 epoch (loss 0.0668):  59%|█████▊    | 9408/16050 [1:42:51<1:11:04,  1.56it/s]
Training 2/3 epoch (loss 0.2321):  59%|█████▊    | 9408/16050 [1:42:51<1:11:04,  1.56it/s]
Training 2/3 epoch (loss 0.2321):  59%|█████▊    | 9409/16050 [1:42:51<1:07:03,  1.65it/s]
Training 2/3 epoch (loss 0.0705):  59%|█████▊    | 9409/16050 [1:42:52<1:07:03,  1.65it/s]
Training 2/3 epoch (loss 0.0705):  59%|█████▊    | 9410/16050 [1:42:52<59:31,  1.86it/s]  
Training 2/3 epoch (loss 0.0128):  59%|█████▊    | 9410/16050 [1:42:52<59:31,  1.86it/s]
Training 2/3 epoch (loss 0.0128):  59%|█████▊    | 9411/16050 [1:42:52<1:01:35,  1.80it/s]
Training 2/3 epoch (loss 0.4030):  59%|█████▊    | 9411/16050 [1:42:53<1:01:35,  1.80it/s]
Training 2/3 epoch (loss 0.4030):  59%|█████▊    | 9412/16050 [1:42:53<57:02,  1.94it/s]  
Training 2/3 epoch (loss 0.0011):  59%|█████▊    | 9412/16050 [1:42:53<57:02,  1.94it/s]
Training 2/3 epoch (loss 0.0011):  59%|█████▊    | 9413/16050 [1:42:53<52:52,  2.09it/s]
Training 2/3 epoch (loss 0.0795):  59%|█████▊    | 9413/16050 [1:42:54<52:52,  2.09it/s]
Training 2/3 epoch (loss 0.0795):  59%|█████▊    | 9414/16050 [1:42:54<1:04:02,  1.73it/s]
Training 2/3 epoch (loss 0.0149):  59%|█████▊    | 9414/16050 [1:42:54<1:04:02,  1.73it/s]
Training 2/3 epoch (loss 0.0149):  59%|█████▊    | 9415/16050 [1:42:54<1:02:39,  1.77it/s]
Training 2/3 epoch (loss 0.0015):  59%|█████▊    | 9415/16050 [1:42:55<1:02:39,  1.77it/s]
Training 2/3 epoch (loss 0.0015):  59%|█████▊    | 9416/16050 [1:42:55<55:09,  2.00it/s]  
Training 2/3 epoch (loss 0.0000):  59%|█████▊    | 9416/16050 [1:42:55<55:09,  2.00it/s]
Training 2/3 epoch (loss 0.0000):  59%|█████▊    | 9417/16050 [1:42:55<53:21,  2.07it/s]
Training 2/3 epoch (loss 0.0032):  59%|█████▊    | 9417/16050 [1:42:56<53:21,  2.07it/s]
Training 2/3 epoch (loss 0.0032):  59%|█████▊    | 9418/16050 [1:42:56<52:19,  2.11it/s]
Training 2/3 epoch (loss 0.0167):  59%|█████▊    | 9418/16050 [1:42:56<52:19,  2.11it/s]
Training 2/3 epoch (loss 0.0167):  59%|█████▊    | 9419/16050 [1:42:56<1:00:28,  1.83it/s]
Training 2/3 epoch (loss 0.0097):  59%|█████▊    | 9419/16050 [1:42:57<1:00:28,  1.83it/s]
Training 2/3 epoch (loss 0.0097):  59%|█████▊    | 9420/16050 [1:42:57<1:09:16,  1.60it/s]
Training 2/3 epoch (loss 0.0747):  59%|█████▊    | 9420/16050 [1:42:58<1:09:16,  1.60it/s]
Training 2/3 epoch (loss 0.0747):  59%|█████▊    | 9421/16050 [1:42:58<1:06:37,  1.66it/s]
Training 2/3 epoch (loss 0.0962):  59%|█████▊    | 9421/16050 [1:42:58<1:06:37,  1.66it/s]
Training 2/3 epoch (loss 0.0962):  59%|█████▊    | 9422/16050 [1:42:58<58:19,  1.89it/s]  
Training 2/3 epoch (loss 0.2216):  59%|█████▊    | 9422/16050 [1:43:01<58:19,  1.89it/s]
Training 2/3 epoch (loss 0.2216):  59%|█████▊    | 9423/16050 [1:43:01<1:58:45,  1.08s/it]
Training 2/3 epoch (loss 0.0149):  59%|█████▊    | 9423/16050 [1:43:01<1:58:45,  1.08s/it]
Training 2/3 epoch (loss 0.0149):  59%|█████▊    | 9424/16050 [1:43:01<1:34:29,  1.17it/s]
Training 2/3 epoch (loss 0.0160):  59%|█████▊    | 9424/16050 [1:43:01<1:34:29,  1.17it/s]
Training 2/3 epoch (loss 0.0160):  59%|█████▊    | 9425/16050 [1:43:01<1:25:26,  1.29it/s]
Training 2/3 epoch (loss 0.0044):  59%|█████▊    | 9425/16050 [1:43:02<1:25:26,  1.29it/s]
Training 2/3 epoch (loss 0.0044):  59%|█████▊    | 9426/16050 [1:43:02<1:11:17,  1.55it/s]
Training 2/3 epoch (loss 0.0337):  59%|█████▊    | 9426/16050 [1:43:03<1:11:17,  1.55it/s]
Training 2/3 epoch (loss 0.0337):  59%|█████▊    | 9427/16050 [1:43:03<1:16:26,  1.44it/s]
Training 2/3 epoch (loss 0.0412):  59%|█████▊    | 9427/16050 [1:43:03<1:16:26,  1.44it/s]
Training 2/3 epoch (loss 0.0412):  59%|█████▊    | 9428/16050 [1:43:03<1:08:57,  1.60it/s]
Training 2/3 epoch (loss 0.0097):  59%|█████▊    | 9428/16050 [1:43:03<1:08:57,  1.60it/s]
Training 2/3 epoch (loss 0.0097):  59%|█████▊    | 9429/16050 [1:43:03<1:01:34,  1.79it/s]
Training 2/3 epoch (loss 0.0114):  59%|█████▊    | 9429/16050 [1:43:04<1:01:34,  1.79it/s]
Training 2/3 epoch (loss 0.0114):  59%|█████▉    | 9430/16050 [1:43:04<1:00:48,  1.81it/s]
Training 2/3 epoch (loss 0.0010):  59%|█████▉    | 9430/16050 [1:43:04<1:00:48,  1.81it/s]
Training 2/3 epoch (loss 0.0010):  59%|█████▉    | 9431/16050 [1:43:04<54:53,  2.01it/s]  
Training 2/3 epoch (loss 0.0708):  59%|█████▉    | 9431/16050 [1:43:05<54:53,  2.01it/s]
Training 2/3 epoch (loss 0.0708):  59%|█████▉    | 9432/16050 [1:43:05<51:49,  2.13it/s]
Training 2/3 epoch (loss 0.0103):  59%|█████▉    | 9432/16050 [1:43:06<51:49,  2.13it/s]
Training 2/3 epoch (loss 0.0103):  59%|█████▉    | 9433/16050 [1:43:06<1:05:03,  1.70it/s]
Training 2/3 epoch (loss 0.6743):  59%|█████▉    | 9433/16050 [1:43:08<1:05:03,  1.70it/s]
Training 2/3 epoch (loss 0.6743):  59%|█████▉    | 9434/16050 [1:43:08<2:00:01,  1.09s/it]
Training 2/3 epoch (loss 0.0001):  59%|█████▉    | 9434/16050 [1:43:08<2:00:01,  1.09s/it]
Training 2/3 epoch (loss 0.0001):  59%|█████▉    | 9435/16050 [1:43:08<1:41:27,  1.09it/s]
Training 2/3 epoch (loss 0.0410):  59%|█████▉    | 9435/16050 [1:43:09<1:41:27,  1.09it/s]
Training 2/3 epoch (loss 0.0410):  59%|█████▉    | 9436/16050 [1:43:09<1:34:31,  1.17it/s]
Training 2/3 epoch (loss 0.2284):  59%|█████▉    | 9436/16050 [1:43:11<1:34:31,  1.17it/s]
Training 2/3 epoch (loss 0.2284):  59%|█████▉    | 9437/16050 [1:43:11<2:23:46,  1.30s/it]
Training 2/3 epoch (loss 0.0061):  59%|█████▉    | 9437/16050 [1:43:12<2:23:46,  1.30s/it]
Training 2/3 epoch (loss 0.0061):  59%|█████▉    | 9438/16050 [1:43:12<2:09:25,  1.17s/it]
Training 2/3 epoch (loss 0.0017):  59%|█████▉    | 9438/16050 [1:43:13<2:09:25,  1.17s/it]
Training 2/3 epoch (loss 0.0017):  59%|█████▉    | 9439/16050 [1:43:13<1:45:24,  1.05it/s]
Training 2/3 epoch (loss 0.0022):  59%|█████▉    | 9439/16050 [1:43:14<1:45:24,  1.05it/s]
Training 2/3 epoch (loss 0.0022):  59%|█████▉    | 9440/16050 [1:43:14<1:43:40,  1.06it/s]
Training 2/3 epoch (loss 0.0049):  59%|█████▉    | 9440/16050 [1:43:14<1:43:40,  1.06it/s]
Training 2/3 epoch (loss 0.0049):  59%|█████▉    | 9441/16050 [1:43:14<1:34:11,  1.17it/s]
Training 2/3 epoch (loss 0.5421):  59%|█████▉    | 9441/16050 [1:43:15<1:34:11,  1.17it/s]
Training 2/3 epoch (loss 0.5421):  59%|█████▉    | 9442/16050 [1:43:15<1:26:39,  1.27it/s]
Training 2/3 epoch (loss 0.0012):  59%|█████▉    | 9442/16050 [1:43:16<1:26:39,  1.27it/s]
Training 2/3 epoch (loss 0.0012):  59%|█████▉    | 9443/16050 [1:43:16<1:20:12,  1.37it/s]
Training 2/3 epoch (loss 0.4346):  59%|█████▉    | 9443/16050 [1:43:16<1:20:12,  1.37it/s]
Training 2/3 epoch (loss 0.4346):  59%|█████▉    | 9444/16050 [1:43:16<1:11:03,  1.55it/s]
Training 2/3 epoch (loss 0.2130):  59%|█████▉    | 9444/16050 [1:43:16<1:11:03,  1.55it/s]
Training 2/3 epoch (loss 0.2130):  59%|█████▉    | 9445/16050 [1:43:16<1:03:10,  1.74it/s]
Training 2/3 epoch (loss 0.0005):  59%|█████▉    | 9445/16050 [1:43:17<1:03:10,  1.74it/s]
Training 2/3 epoch (loss 0.0005):  59%|█████▉    | 9446/16050 [1:43:17<59:40,  1.84it/s]  
Training 2/3 epoch (loss 0.2063):  59%|█████▉    | 9446/16050 [1:43:17<59:40,  1.84it/s]
Training 2/3 epoch (loss 0.2063):  59%|█████▉    | 9447/16050 [1:43:17<54:16,  2.03it/s]
Training 2/3 epoch (loss 0.0287):  59%|█████▉    | 9447/16050 [1:43:18<54:16,  2.03it/s]
Training 2/3 epoch (loss 0.0287):  59%|█████▉    | 9448/16050 [1:43:18<57:39,  1.91it/s]
Training 2/3 epoch (loss 0.0018):  59%|█████▉    | 9448/16050 [1:43:18<57:39,  1.91it/s]
Training 2/3 epoch (loss 0.0018):  59%|█████▉    | 9449/16050 [1:43:18<1:00:12,  1.83it/s]
Training 2/3 epoch (loss 0.0200):  59%|█████▉    | 9449/16050 [1:43:19<1:00:12,  1.83it/s]
Training 2/3 epoch (loss 0.0200):  59%|█████▉    | 9450/16050 [1:43:19<59:28,  1.85it/s]  
Training 2/3 epoch (loss 0.0819):  59%|█████▉    | 9450/16050 [1:43:19<59:28,  1.85it/s]
Training 2/3 epoch (loss 0.0819):  59%|█████▉    | 9451/16050 [1:43:19<56:47,  1.94it/s]
Training 2/3 epoch (loss 0.0464):  59%|█████▉    | 9451/16050 [1:43:20<56:47,  1.94it/s]
Training 2/3 epoch (loss 0.0464):  59%|█████▉    | 9452/16050 [1:43:20<1:06:03,  1.66it/s]
Training 2/3 epoch (loss 0.0449):  59%|█████▉    | 9452/16050 [1:43:21<1:06:03,  1.66it/s]
Training 2/3 epoch (loss 0.0449):  59%|█████▉    | 9453/16050 [1:43:21<1:17:14,  1.42it/s]
Training 2/3 epoch (loss 0.0595):  59%|█████▉    | 9453/16050 [1:43:22<1:17:14,  1.42it/s]
Training 2/3 epoch (loss 0.0595):  59%|█████▉    | 9454/16050 [1:43:22<1:21:49,  1.34it/s]
Training 2/3 epoch (loss 0.0078):  59%|█████▉    | 9454/16050 [1:43:23<1:21:49,  1.34it/s]
Training 2/3 epoch (loss 0.0078):  59%|█████▉    | 9455/16050 [1:43:23<1:12:48,  1.51it/s]
Training 2/3 epoch (loss 0.0732):  59%|█████▉    | 9455/16050 [1:43:23<1:12:48,  1.51it/s]
Training 2/3 epoch (loss 0.0732):  59%|█████▉    | 9456/16050 [1:43:23<1:06:28,  1.65it/s]
Training 2/3 epoch (loss 0.1226):  59%|█████▉    | 9456/16050 [1:43:24<1:06:28,  1.65it/s]
Training 2/3 epoch (loss 0.1226):  59%|█████▉    | 9457/16050 [1:43:24<1:31:52,  1.20it/s]
Training 2/3 epoch (loss 0.2051):  59%|█████▉    | 9457/16050 [1:43:25<1:31:52,  1.20it/s]
Training 2/3 epoch (loss 0.2051):  59%|█████▉    | 9458/16050 [1:43:25<1:36:59,  1.13it/s]
Training 2/3 epoch (loss 0.0038):  59%|█████▉    | 9458/16050 [1:43:26<1:36:59,  1.13it/s]
Training 2/3 epoch (loss 0.0038):  59%|█████▉    | 9459/16050 [1:43:26<1:20:05,  1.37it/s]
Training 2/3 epoch (loss 0.0282):  59%|█████▉    | 9459/16050 [1:43:26<1:20:05,  1.37it/s]
Training 2/3 epoch (loss 0.0282):  59%|█████▉    | 9460/16050 [1:43:26<1:13:30,  1.49it/s]
Training 2/3 epoch (loss 0.0854):  59%|█████▉    | 9460/16050 [1:43:27<1:13:30,  1.49it/s]
Training 2/3 epoch (loss 0.0854):  59%|█████▉    | 9461/16050 [1:43:27<1:09:41,  1.58it/s]
Training 2/3 epoch (loss 0.0867):  59%|█████▉    | 9461/16050 [1:43:28<1:09:41,  1.58it/s]
Training 2/3 epoch (loss 0.0867):  59%|█████▉    | 9462/16050 [1:43:28<1:15:56,  1.45it/s]
Training 2/3 epoch (loss 0.0011):  59%|█████▉    | 9462/16050 [1:43:28<1:15:56,  1.45it/s]
Training 2/3 epoch (loss 0.0011):  59%|█████▉    | 9463/16050 [1:43:28<1:15:28,  1.45it/s]
Training 2/3 epoch (loss 0.1606):  59%|█████▉    | 9463/16050 [1:43:29<1:15:28,  1.45it/s]
Training 2/3 epoch (loss 0.1606):  59%|█████▉    | 9464/16050 [1:43:29<1:08:23,  1.60it/s]
Training 2/3 epoch (loss 0.0472):  59%|█████▉    | 9464/16050 [1:43:30<1:08:23,  1.60it/s]
Training 2/3 epoch (loss 0.0472):  59%|█████▉    | 9465/16050 [1:43:30<1:12:59,  1.50it/s]
Training 2/3 epoch (loss 0.3706):  59%|█████▉    | 9465/16050 [1:43:30<1:12:59,  1.50it/s]
Training 2/3 epoch (loss 0.3706):  59%|█████▉    | 9466/16050 [1:43:30<1:04:44,  1.69it/s]
Training 2/3 epoch (loss 0.2527):  59%|█████▉    | 9466/16050 [1:43:30<1:04:44,  1.69it/s]
Training 2/3 epoch (loss 0.2527):  59%|█████▉    | 9467/16050 [1:43:30<1:00:13,  1.82it/s]
Training 2/3 epoch (loss 0.1401):  59%|█████▉    | 9467/16050 [1:43:31<1:00:13,  1.82it/s]
Training 2/3 epoch (loss 0.1401):  59%|█████▉    | 9468/16050 [1:43:31<59:47,  1.83it/s]  
Training 2/3 epoch (loss 0.0009):  59%|█████▉    | 9468/16050 [1:43:31<59:47,  1.83it/s]
Training 2/3 epoch (loss 0.0009):  59%|█████▉    | 9469/16050 [1:43:31<54:46,  2.00it/s]
Training 2/3 epoch (loss 0.7217):  59%|█████▉    | 9469/16050 [1:43:34<54:46,  2.00it/s]
Training 2/3 epoch (loss 0.7217):  59%|█████▉    | 9470/16050 [1:43:34<1:51:58,  1.02s/it]
Training 2/3 epoch (loss 0.0926):  59%|█████▉    | 9470/16050 [1:43:35<1:51:58,  1.02s/it]
Training 2/3 epoch (loss 0.0926):  59%|█████▉    | 9471/16050 [1:43:35<2:01:06,  1.10s/it]
Training 2/3 epoch (loss 0.0937):  59%|█████▉    | 9471/16050 [1:43:35<2:01:06,  1.10s/it]
Training 2/3 epoch (loss 0.0937):  59%|█████▉    | 9472/16050 [1:43:35<1:40:10,  1.09it/s]
Training 2/3 epoch (loss 0.0336):  59%|█████▉    | 9472/16050 [1:43:36<1:40:10,  1.09it/s]
Training 2/3 epoch (loss 0.0336):  59%|█████▉    | 9473/16050 [1:43:36<1:29:20,  1.23it/s]
Training 2/3 epoch (loss 0.0003):  59%|█████▉    | 9473/16050 [1:43:37<1:29:20,  1.23it/s]
Training 2/3 epoch (loss 0.0003):  59%|█████▉    | 9474/16050 [1:43:37<1:22:30,  1.33it/s]
Training 2/3 epoch (loss 0.3518):  59%|█████▉    | 9474/16050 [1:43:39<1:22:30,  1.33it/s]
Training 2/3 epoch (loss 0.3518):  59%|█████▉    | 9475/16050 [1:43:39<2:14:49,  1.23s/it]
Training 2/3 epoch (loss 0.0113):  59%|█████▉    | 9475/16050 [1:43:39<2:14:49,  1.23s/it]
Training 2/3 epoch (loss 0.0113):  59%|█████▉    | 9476/16050 [1:43:39<1:52:24,  1.03s/it]
Training 2/3 epoch (loss 0.0293):  59%|█████▉    | 9476/16050 [1:43:40<1:52:24,  1.03s/it]
Training 2/3 epoch (loss 0.0293):  59%|█████▉    | 9477/16050 [1:43:40<1:42:21,  1.07it/s]
Training 2/3 epoch (loss 0.1211):  59%|█████▉    | 9477/16050 [1:43:41<1:42:21,  1.07it/s]
Training 2/3 epoch (loss 0.1211):  59%|█████▉    | 9478/16050 [1:43:41<1:30:36,  1.21it/s]
Training 2/3 epoch (loss 0.0332):  59%|█████▉    | 9478/16050 [1:43:41<1:30:36,  1.21it/s]
Training 2/3 epoch (loss 0.0332):  59%|█████▉    | 9479/16050 [1:43:41<1:18:33,  1.39it/s]
Training 2/3 epoch (loss 0.0256):  59%|█████▉    | 9479/16050 [1:43:42<1:18:33,  1.39it/s]
Training 2/3 epoch (loss 0.0256):  59%|█████▉    | 9480/16050 [1:43:42<1:10:29,  1.55it/s]
Training 2/3 epoch (loss 0.0139):  59%|█████▉    | 9480/16050 [1:43:42<1:10:29,  1.55it/s]
Training 2/3 epoch (loss 0.0139):  59%|█████▉    | 9481/16050 [1:43:42<1:04:12,  1.71it/s]
Training 2/3 epoch (loss 0.0209):  59%|█████▉    | 9481/16050 [1:43:43<1:04:12,  1.71it/s]
Training 2/3 epoch (loss 0.0209):  59%|█████▉    | 9482/16050 [1:43:43<1:02:37,  1.75it/s]
Training 2/3 epoch (loss 0.0000):  59%|█████▉    | 9482/16050 [1:43:43<1:02:37,  1.75it/s]
Training 2/3 epoch (loss 0.0000):  59%|█████▉    | 9483/16050 [1:43:43<1:00:08,  1.82it/s]
Training 2/3 epoch (loss 0.0077):  59%|█████▉    | 9483/16050 [1:43:44<1:00:08,  1.82it/s]
Training 2/3 epoch (loss 0.0077):  59%|█████▉    | 9484/16050 [1:43:44<57:20,  1.91it/s]  
Training 2/3 epoch (loss 0.0119):  59%|█████▉    | 9484/16050 [1:43:44<57:20,  1.91it/s]
Training 2/3 epoch (loss 0.0119):  59%|█████▉    | 9485/16050 [1:43:44<53:31,  2.04it/s]
Training 2/3 epoch (loss 0.0040):  59%|█████▉    | 9485/16050 [1:43:44<53:31,  2.04it/s]
Training 2/3 epoch (loss 0.0040):  59%|█████▉    | 9486/16050 [1:43:44<51:54,  2.11it/s]
Training 2/3 epoch (loss 0.0043):  59%|█████▉    | 9486/16050 [1:43:45<51:54,  2.11it/s]
Training 2/3 epoch (loss 0.0043):  59%|█████▉    | 9487/16050 [1:43:45<50:58,  2.15it/s]
Training 2/3 epoch (loss 0.0082):  59%|█████▉    | 9487/16050 [1:43:45<50:58,  2.15it/s]
Training 2/3 epoch (loss 0.0082):  59%|█████▉    | 9488/16050 [1:43:45<52:37,  2.08it/s]
Training 2/3 epoch (loss 0.3583):  59%|█████▉    | 9488/16050 [1:43:46<52:37,  2.08it/s]
Training 2/3 epoch (loss 0.3583):  59%|█████▉    | 9489/16050 [1:43:46<54:06,  2.02it/s]
Training 2/3 epoch (loss 0.3270):  59%|█████▉    | 9489/16050 [1:43:46<54:06,  2.02it/s]
Training 2/3 epoch (loss 0.3270):  59%|█████▉    | 9490/16050 [1:43:46<50:51,  2.15it/s]
Training 2/3 epoch (loss 0.9216):  59%|█████▉    | 9490/16050 [1:43:47<50:51,  2.15it/s]
Training 2/3 epoch (loss 0.9216):  59%|█████▉    | 9491/16050 [1:43:47<47:33,  2.30it/s]
Training 2/3 epoch (loss 0.0001):  59%|█████▉    | 9491/16050 [1:43:47<47:33,  2.30it/s]
Training 2/3 epoch (loss 0.0001):  59%|█████▉    | 9492/16050 [1:43:47<49:49,  2.19it/s]
Training 2/3 epoch (loss 0.0049):  59%|█████▉    | 9492/16050 [1:43:48<49:49,  2.19it/s]
Training 2/3 epoch (loss 0.0049):  59%|█████▉    | 9493/16050 [1:43:48<48:09,  2.27it/s]
Training 2/3 epoch (loss 0.5027):  59%|█████▉    | 9493/16050 [1:43:48<48:09,  2.27it/s]
Training 2/3 epoch (loss 0.5027):  59%|█████▉    | 9494/16050 [1:43:48<53:25,  2.05it/s]
Training 2/3 epoch (loss 0.0003):  59%|█████▉    | 9494/16050 [1:43:49<53:25,  2.05it/s]
Training 2/3 epoch (loss 0.0003):  59%|█████▉    | 9495/16050 [1:43:49<54:33,  2.00it/s]
Training 2/3 epoch (loss 0.0002):  59%|█████▉    | 9495/16050 [1:43:49<54:33,  2.00it/s]
Training 2/3 epoch (loss 0.0002):  59%|█████▉    | 9496/16050 [1:43:49<52:23,  2.08it/s]
Training 2/3 epoch (loss 0.0013):  59%|█████▉    | 9496/16050 [1:43:50<52:23,  2.08it/s]
Training 2/3 epoch (loss 0.0013):  59%|█████▉    | 9497/16050 [1:43:50<1:09:14,  1.58it/s]
Training 2/3 epoch (loss 0.3453):  59%|█████▉    | 9497/16050 [1:43:51<1:09:14,  1.58it/s]
Training 2/3 epoch (loss 0.3453):  59%|█████▉    | 9498/16050 [1:43:51<1:10:16,  1.55it/s]
Training 2/3 epoch (loss 0.2863):  59%|█████▉    | 9498/16050 [1:43:51<1:10:16,  1.55it/s]
Training 2/3 epoch (loss 0.2863):  59%|█████▉    | 9499/16050 [1:43:51<1:09:39,  1.57it/s]
Training 2/3 epoch (loss 0.4374):  59%|█████▉    | 9499/16050 [1:43:52<1:09:39,  1.57it/s]
Training 2/3 epoch (loss 0.4374):  59%|█████▉    | 9500/16050 [1:43:52<1:15:25,  1.45it/s]
Training 2/3 epoch (loss 0.0002):  59%|█████▉    | 9500/16050 [1:43:53<1:15:25,  1.45it/s]
Training 2/3 epoch (loss 0.0002):  59%|█████▉    | 9501/16050 [1:43:53<1:05:09,  1.68it/s]
Training 2/3 epoch (loss 0.0002):  59%|█████▉    | 9501/16050 [1:43:53<1:05:09,  1.68it/s]
Training 2/3 epoch (loss 0.0002):  59%|█████▉    | 9502/16050 [1:43:53<1:12:46,  1.50it/s]
Training 2/3 epoch (loss 0.4471):  59%|█████▉    | 9502/16050 [1:43:54<1:12:46,  1.50it/s]
Training 2/3 epoch (loss 0.4471):  59%|█████▉    | 9503/16050 [1:43:54<1:12:40,  1.50it/s]
Training 2/3 epoch (loss 0.0020):  59%|█████▉    | 9503/16050 [1:43:55<1:12:40,  1.50it/s]
Training 2/3 epoch (loss 0.0020):  59%|█████▉    | 9504/16050 [1:43:55<1:08:25,  1.59it/s]
Training 2/3 epoch (loss 0.3358):  59%|█████▉    | 9504/16050 [1:43:57<1:08:25,  1.59it/s]
Training 2/3 epoch (loss 0.3358):  59%|█████▉    | 9505/16050 [1:43:57<2:04:27,  1.14s/it]
Training 2/3 epoch (loss 0.0250):  59%|█████▉    | 9505/16050 [1:43:57<2:04:27,  1.14s/it]
Training 2/3 epoch (loss 0.0250):  59%|█████▉    | 9506/16050 [1:43:57<1:42:36,  1.06it/s]
Training 2/3 epoch (loss 0.3154):  59%|█████▉    | 9506/16050 [1:43:58<1:42:36,  1.06it/s]
Training 2/3 epoch (loss 0.3154):  59%|█████▉    | 9507/16050 [1:43:58<1:32:08,  1.18it/s]
Training 2/3 epoch (loss 0.0470):  59%|█████▉    | 9507/16050 [1:43:59<1:32:08,  1.18it/s]
Training 2/3 epoch (loss 0.0470):  59%|█████▉    | 9508/16050 [1:43:59<1:21:43,  1.33it/s]
Training 2/3 epoch (loss 0.0124):  59%|█████▉    | 9508/16050 [1:43:59<1:21:43,  1.33it/s]
Training 2/3 epoch (loss 0.0124):  59%|█████▉    | 9509/16050 [1:43:59<1:16:32,  1.42it/s]
Training 2/3 epoch (loss 0.0010):  59%|█████▉    | 9509/16050 [1:44:00<1:16:32,  1.42it/s]
Training 2/3 epoch (loss 0.0010):  59%|█████▉    | 9510/16050 [1:44:00<1:05:37,  1.66it/s]
Training 2/3 epoch (loss 0.5504):  59%|█████▉    | 9510/16050 [1:44:00<1:05:37,  1.66it/s]
Training 2/3 epoch (loss 0.5504):  59%|█████▉    | 9511/16050 [1:44:00<1:03:17,  1.72it/s]
Training 2/3 epoch (loss 0.4449):  59%|█████▉    | 9511/16050 [1:44:00<1:03:17,  1.72it/s]
Training 2/3 epoch (loss 0.4449):  59%|█████▉    | 9512/16050 [1:44:00<54:42,  1.99it/s]  
Training 2/3 epoch (loss 0.0026):  59%|█████▉    | 9512/16050 [1:44:01<54:42,  1.99it/s]
Training 2/3 epoch (loss 0.0026):  59%|█████▉    | 9513/16050 [1:44:01<53:31,  2.04it/s]
Training 2/3 epoch (loss 0.2873):  59%|█████▉    | 9513/16050 [1:44:03<53:31,  2.04it/s]
Training 2/3 epoch (loss 0.2873):  59%|█████▉    | 9514/16050 [1:44:03<1:54:13,  1.05s/it]
Training 2/3 epoch (loss 0.0007):  59%|█████▉    | 9514/16050 [1:44:04<1:54:13,  1.05s/it]
Training 2/3 epoch (loss 0.0007):  59%|█████▉    | 9515/16050 [1:44:04<1:37:40,  1.12it/s]
Training 2/3 epoch (loss 0.3407):  59%|█████▉    | 9515/16050 [1:44:04<1:37:40,  1.12it/s]
Training 2/3 epoch (loss 0.3407):  59%|█████▉    | 9516/16050 [1:44:04<1:26:43,  1.26it/s]
Training 2/3 epoch (loss 0.0139):  59%|█████▉    | 9516/16050 [1:44:05<1:26:43,  1.26it/s]
Training 2/3 epoch (loss 0.0139):  59%|█████▉    | 9517/16050 [1:44:05<1:33:45,  1.16it/s]
Training 2/3 epoch (loss 0.0167):  59%|█████▉    | 9517/16050 [1:44:06<1:33:45,  1.16it/s]
Training 2/3 epoch (loss 0.0167):  59%|█████▉    | 9518/16050 [1:44:06<1:29:27,  1.22it/s]
Training 2/3 epoch (loss 0.0009):  59%|█████▉    | 9518/16050 [1:44:07<1:29:27,  1.22it/s]
Training 2/3 epoch (loss 0.0009):  59%|█████▉    | 9519/16050 [1:44:07<1:15:28,  1.44it/s]
Training 2/3 epoch (loss 0.0018):  59%|█████▉    | 9519/16050 [1:44:07<1:15:28,  1.44it/s]
Training 2/3 epoch (loss 0.0018):  59%|█████▉    | 9520/16050 [1:44:07<1:19:26,  1.37it/s]
Training 2/3 epoch (loss 0.4785):  59%|█████▉    | 9520/16050 [1:44:08<1:19:26,  1.37it/s]
Training 2/3 epoch (loss 0.4785):  59%|█████▉    | 9521/16050 [1:44:08<1:11:37,  1.52it/s]
Training 2/3 epoch (loss 0.2602):  59%|█████▉    | 9521/16050 [1:44:08<1:11:37,  1.52it/s]
Training 2/3 epoch (loss 0.2602):  59%|█████▉    | 9522/16050 [1:44:08<1:04:20,  1.69it/s]
Training 2/3 epoch (loss 0.0174):  59%|█████▉    | 9522/16050 [1:44:09<1:04:20,  1.69it/s]
Training 2/3 epoch (loss 0.0174):  59%|█████▉    | 9523/16050 [1:44:09<1:04:35,  1.68it/s]
Training 2/3 epoch (loss 0.0124):  59%|█████▉    | 9523/16050 [1:44:09<1:04:35,  1.68it/s]
Training 2/3 epoch (loss 0.0124):  59%|█████▉    | 9524/16050 [1:44:09<57:56,  1.88it/s]  
Training 2/3 epoch (loss 0.0254):  59%|█████▉    | 9524/16050 [1:44:10<57:56,  1.88it/s]
Training 2/3 epoch (loss 0.0254):  59%|█████▉    | 9525/16050 [1:44:10<1:01:31,  1.77it/s]
Training 2/3 epoch (loss 0.1914):  59%|█████▉    | 9525/16050 [1:44:10<1:01:31,  1.77it/s]
Training 2/3 epoch (loss 0.1914):  59%|█████▉    | 9526/16050 [1:44:10<57:56,  1.88it/s]  
Training 2/3 epoch (loss 0.0509):  59%|█████▉    | 9526/16050 [1:44:11<57:56,  1.88it/s]
Training 2/3 epoch (loss 0.0509):  59%|█████▉    | 9527/16050 [1:44:11<57:38,  1.89it/s]
Training 2/3 epoch (loss 0.0389):  59%|█████▉    | 9527/16050 [1:44:11<57:38,  1.89it/s]
Training 2/3 epoch (loss 0.0389):  59%|█████▉    | 9528/16050 [1:44:11<52:13,  2.08it/s]
Training 2/3 epoch (loss 0.0378):  59%|█████▉    | 9528/16050 [1:44:12<52:13,  2.08it/s]
Training 2/3 epoch (loss 0.0378):  59%|█████▉    | 9529/16050 [1:44:12<57:55,  1.88it/s]
Training 2/3 epoch (loss 0.0001):  59%|█████▉    | 9529/16050 [1:44:13<57:55,  1.88it/s]
Training 2/3 epoch (loss 0.0001):  59%|█████▉    | 9530/16050 [1:44:13<1:00:58,  1.78it/s]
Training 2/3 epoch (loss 0.0472):  59%|█████▉    | 9530/16050 [1:44:13<1:00:58,  1.78it/s]
Training 2/3 epoch (loss 0.0472):  59%|█████▉    | 9531/16050 [1:44:13<1:03:12,  1.72it/s]
Training 2/3 epoch (loss 0.5285):  59%|█████▉    | 9531/16050 [1:44:14<1:03:12,  1.72it/s]
Training 2/3 epoch (loss 0.5285):  59%|█████▉    | 9532/16050 [1:44:14<1:01:01,  1.78it/s]
Training 2/3 epoch (loss 0.0194):  59%|█████▉    | 9532/16050 [1:44:14<1:01:01,  1.78it/s]
Training 2/3 epoch (loss 0.0194):  59%|█████▉    | 9533/16050 [1:44:14<1:02:16,  1.74it/s]
Training 2/3 epoch (loss 0.0008):  59%|█████▉    | 9533/16050 [1:44:15<1:02:16,  1.74it/s]
Training 2/3 epoch (loss 0.0008):  59%|█████▉    | 9534/16050 [1:44:15<58:23,  1.86it/s]  
Training 2/3 epoch (loss 0.0718):  59%|█████▉    | 9534/16050 [1:44:15<58:23,  1.86it/s]
Training 2/3 epoch (loss 0.0718):  59%|█████▉    | 9535/16050 [1:44:15<54:12,  2.00it/s]
Training 2/3 epoch (loss 0.0076):  59%|█████▉    | 9535/16050 [1:44:16<54:12,  2.00it/s]
Training 2/3 epoch (loss 0.0076):  59%|█████▉    | 9536/16050 [1:44:16<51:38,  2.10it/s]
Training 2/3 epoch (loss 0.5042):  59%|█████▉    | 9536/16050 [1:44:16<51:38,  2.10it/s]
Training 2/3 epoch (loss 0.5042):  59%|█████▉    | 9537/16050 [1:44:16<51:19,  2.12it/s]
Training 2/3 epoch (loss 0.0018):  59%|█████▉    | 9537/16050 [1:44:16<51:19,  2.12it/s]
Training 2/3 epoch (loss 0.0018):  59%|█████▉    | 9538/16050 [1:44:16<47:11,  2.30it/s]
Training 2/3 epoch (loss 0.0036):  59%|█████▉    | 9538/16050 [1:44:17<47:11,  2.30it/s]
Training 2/3 epoch (loss 0.0036):  59%|█████▉    | 9539/16050 [1:44:17<50:54,  2.13it/s]
Training 2/3 epoch (loss 0.0039):  59%|█████▉    | 9539/16050 [1:44:18<50:54,  2.13it/s]
Training 2/3 epoch (loss 0.0039):  59%|█████▉    | 9540/16050 [1:44:18<1:00:23,  1.80it/s]
Training 2/3 epoch (loss 0.1446):  59%|█████▉    | 9540/16050 [1:44:18<1:00:23,  1.80it/s]
Training 2/3 epoch (loss 0.1446):  59%|█████▉    | 9541/16050 [1:44:18<1:02:14,  1.74it/s]
Training 2/3 epoch (loss 0.0089):  59%|█████▉    | 9541/16050 [1:44:19<1:02:14,  1.74it/s]
Training 2/3 epoch (loss 0.0089):  59%|█████▉    | 9542/16050 [1:44:19<59:53,  1.81it/s]  
Training 2/3 epoch (loss 0.0050):  59%|█████▉    | 9542/16050 [1:44:19<59:53,  1.81it/s]
Training 2/3 epoch (loss 0.0050):  59%|█████▉    | 9543/16050 [1:44:19<53:23,  2.03it/s]
Training 2/3 epoch (loss 0.0007):  59%|█████▉    | 9543/16050 [1:44:20<53:23,  2.03it/s]
Training 2/3 epoch (loss 0.0007):  59%|█████▉    | 9544/16050 [1:44:20<57:31,  1.88it/s]
Training 2/3 epoch (loss 0.0067):  59%|█████▉    | 9544/16050 [1:44:20<57:31,  1.88it/s]
Training 2/3 epoch (loss 0.0067):  59%|█████▉    | 9545/16050 [1:44:20<57:34,  1.88it/s]
Training 2/3 epoch (loss 0.4566):  59%|█████▉    | 9545/16050 [1:44:21<57:34,  1.88it/s]
Training 2/3 epoch (loss 0.4566):  59%|█████▉    | 9546/16050 [1:44:21<55:31,  1.95it/s]
Training 2/3 epoch (loss 0.0005):  59%|█████▉    | 9546/16050 [1:44:21<55:31,  1.95it/s]
Training 2/3 epoch (loss 0.0005):  59%|█████▉    | 9547/16050 [1:44:21<53:47,  2.01it/s]
Training 2/3 epoch (loss 0.0132):  59%|█████▉    | 9547/16050 [1:44:22<53:47,  2.01it/s]
Training 2/3 epoch (loss 0.0132):  59%|█████▉    | 9548/16050 [1:44:22<1:03:55,  1.70it/s]
Training 2/3 epoch (loss 0.1239):  59%|█████▉    | 9548/16050 [1:44:22<1:03:55,  1.70it/s]
Training 2/3 epoch (loss 0.1239):  59%|█████▉    | 9549/16050 [1:44:22<57:06,  1.90it/s]  
Training 2/3 epoch (loss 0.4679):  59%|█████▉    | 9549/16050 [1:44:23<57:06,  1.90it/s]
Training 2/3 epoch (loss 0.4679):  60%|█████▉    | 9550/16050 [1:44:23<1:00:53,  1.78it/s]
Training 2/3 epoch (loss 0.2879):  60%|█████▉    | 9550/16050 [1:44:23<1:00:53,  1.78it/s]
Training 2/3 epoch (loss 0.2879):  60%|█████▉    | 9551/16050 [1:44:23<55:11,  1.96it/s]  
Training 2/3 epoch (loss 0.0381):  60%|█████▉    | 9551/16050 [1:44:24<55:11,  1.96it/s]
Training 2/3 epoch (loss 0.0381):  60%|█████▉    | 9552/16050 [1:44:24<58:56,  1.84it/s]
Training 2/3 epoch (loss 0.0198):  60%|█████▉    | 9552/16050 [1:44:25<58:56,  1.84it/s]
Training 2/3 epoch (loss 0.0198):  60%|█████▉    | 9553/16050 [1:44:25<1:01:01,  1.77it/s]
Training 2/3 epoch (loss 0.0005):  60%|█████▉    | 9553/16050 [1:44:25<1:01:01,  1.77it/s]
Training 2/3 epoch (loss 0.0005):  60%|█████▉    | 9554/16050 [1:44:25<1:00:10,  1.80it/s]
Training 2/3 epoch (loss 0.0426):  60%|█████▉    | 9554/16050 [1:44:26<1:00:10,  1.80it/s]
Training 2/3 epoch (loss 0.0426):  60%|█████▉    | 9555/16050 [1:44:26<58:31,  1.85it/s]  
Training 2/3 epoch (loss 0.0668):  60%|█████▉    | 9555/16050 [1:44:26<58:31,  1.85it/s]
Training 2/3 epoch (loss 0.0668):  60%|█████▉    | 9556/16050 [1:44:26<1:02:12,  1.74it/s]
Training 2/3 epoch (loss 0.2121):  60%|█████▉    | 9556/16050 [1:44:27<1:02:12,  1.74it/s]
Training 2/3 epoch (loss 0.2121):  60%|█████▉    | 9557/16050 [1:44:27<1:03:20,  1.71it/s]
Training 2/3 epoch (loss 0.5254):  60%|█████▉    | 9557/16050 [1:44:27<1:03:20,  1.71it/s]
Training 2/3 epoch (loss 0.5254):  60%|█████▉    | 9558/16050 [1:44:27<56:16,  1.92it/s]  
Training 2/3 epoch (loss 0.1114):  60%|█████▉    | 9558/16050 [1:44:28<56:16,  1.92it/s]
Training 2/3 epoch (loss 0.1114):  60%|█████▉    | 9559/16050 [1:44:28<1:02:21,  1.73it/s]
Training 2/3 epoch (loss 0.0000):  60%|█████▉    | 9559/16050 [1:44:29<1:02:21,  1.73it/s]
Training 2/3 epoch (loss 0.0000):  60%|█████▉    | 9560/16050 [1:44:29<1:02:21,  1.73it/s]
Training 2/3 epoch (loss 0.0112):  60%|█████▉    | 9560/16050 [1:44:29<1:02:21,  1.73it/s]
Training 2/3 epoch (loss 0.0112):  60%|█████▉    | 9561/16050 [1:44:29<58:19,  1.85it/s]  
Training 2/3 epoch (loss 0.0298):  60%|█████▉    | 9561/16050 [1:44:29<58:19,  1.85it/s]
Training 2/3 epoch (loss 0.0298):  60%|█████▉    | 9562/16050 [1:44:29<54:30,  1.98it/s]
Training 2/3 epoch (loss 0.0001):  60%|█████▉    | 9562/16050 [1:44:30<54:30,  1.98it/s]
Training 2/3 epoch (loss 0.0001):  60%|█████▉    | 9563/16050 [1:44:30<58:06,  1.86it/s]
Training 2/3 epoch (loss 0.4675):  60%|█████▉    | 9563/16050 [1:44:30<58:06,  1.86it/s]
Training 2/3 epoch (loss 0.4675):  60%|█████▉    | 9564/16050 [1:44:30<51:54,  2.08it/s]
Training 2/3 epoch (loss 0.0117):  60%|█████▉    | 9564/16050 [1:44:31<51:54,  2.08it/s]
Training 2/3 epoch (loss 0.0117):  60%|█████▉    | 9565/16050 [1:44:31<58:36,  1.84it/s]
Training 2/3 epoch (loss 0.0436):  60%|█████▉    | 9565/16050 [1:44:32<58:36,  1.84it/s]
Training 2/3 epoch (loss 0.0436):  60%|█████▉    | 9566/16050 [1:44:32<1:03:02,  1.71it/s]
Training 2/3 epoch (loss 0.3322):  60%|█████▉    | 9566/16050 [1:44:34<1:03:02,  1.71it/s]
Training 2/3 epoch (loss 0.3322):  60%|█████▉    | 9567/16050 [1:44:34<2:00:22,  1.11s/it]
Training 2/3 epoch (loss 0.3331):  60%|█████▉    | 9567/16050 [1:44:35<2:00:22,  1.11s/it]
Training 2/3 epoch (loss 0.3331):  60%|█████▉    | 9568/16050 [1:44:35<1:51:05,  1.03s/it]
Training 2/3 epoch (loss 0.0084):  60%|█████▉    | 9568/16050 [1:44:35<1:51:05,  1.03s/it]
Training 2/3 epoch (loss 0.0084):  60%|█████▉    | 9569/16050 [1:44:35<1:33:40,  1.15it/s]
Training 2/3 epoch (loss 0.0317):  60%|█████▉    | 9569/16050 [1:44:36<1:33:40,  1.15it/s]
Training 2/3 epoch (loss 0.0317):  60%|█████▉    | 9570/16050 [1:44:36<1:19:00,  1.37it/s]
Training 2/3 epoch (loss 0.0004):  60%|█████▉    | 9570/16050 [1:44:37<1:19:00,  1.37it/s]
Training 2/3 epoch (loss 0.0004):  60%|█████▉    | 9571/16050 [1:44:37<1:16:32,  1.41it/s]
Training 2/3 epoch (loss 0.0014):  60%|█████▉    | 9571/16050 [1:44:37<1:16:32,  1.41it/s]
Training 2/3 epoch (loss 0.0014):  60%|█████▉    | 9572/16050 [1:44:37<1:17:41,  1.39it/s]
Training 2/3 epoch (loss 0.0355):  60%|█████▉    | 9572/16050 [1:44:38<1:17:41,  1.39it/s]
Training 2/3 epoch (loss 0.0355):  60%|█████▉    | 9573/16050 [1:44:38<1:14:29,  1.45it/s]
Training 2/3 epoch (loss 0.2904):  60%|█████▉    | 9573/16050 [1:44:38<1:14:29,  1.45it/s]
Training 2/3 epoch (loss 0.2904):  60%|█████▉    | 9574/16050 [1:44:38<1:03:32,  1.70it/s]
Training 2/3 epoch (loss 0.0275):  60%|█████▉    | 9574/16050 [1:44:39<1:03:32,  1.70it/s]
Training 2/3 epoch (loss 0.0275):  60%|█████▉    | 9575/16050 [1:44:39<59:25,  1.82it/s]  
Training 2/3 epoch (loss 0.0063):  60%|█████▉    | 9575/16050 [1:44:39<59:25,  1.82it/s]
Training 2/3 epoch (loss 0.0063):  60%|█████▉    | 9576/16050 [1:44:39<1:01:25,  1.76it/s]
Training 2/3 epoch (loss 0.2089):  60%|█████▉    | 9576/16050 [1:44:40<1:01:25,  1.76it/s]
Training 2/3 epoch (loss 0.2089):  60%|█████▉    | 9577/16050 [1:44:40<1:01:57,  1.74it/s]
Training 2/3 epoch (loss 0.2508):  60%|█████▉    | 9577/16050 [1:44:40<1:01:57,  1.74it/s]
Training 2/3 epoch (loss 0.2508):  60%|█████▉    | 9578/16050 [1:44:40<58:32,  1.84it/s]  
Training 2/3 epoch (loss 0.5422):  60%|█████▉    | 9578/16050 [1:44:41<58:32,  1.84it/s]
Training 2/3 epoch (loss 0.5422):  60%|█████▉    | 9579/16050 [1:44:41<1:00:53,  1.77it/s]
Training 2/3 epoch (loss 0.0372):  60%|█████▉    | 9579/16050 [1:44:42<1:00:53,  1.77it/s]
Training 2/3 epoch (loss 0.0372):  60%|█████▉    | 9580/16050 [1:44:42<1:07:10,  1.61it/s]
Training 2/3 epoch (loss 0.3099):  60%|█████▉    | 9580/16050 [1:44:42<1:07:10,  1.61it/s]
Training 2/3 epoch (loss 0.3099):  60%|█████▉    | 9581/16050 [1:44:42<1:04:28,  1.67it/s]
Training 2/3 epoch (loss 0.4537):  60%|█████▉    | 9581/16050 [1:44:43<1:04:28,  1.67it/s]
Training 2/3 epoch (loss 0.4537):  60%|█████▉    | 9582/16050 [1:44:43<59:41,  1.81it/s]  
Training 2/3 epoch (loss 0.0014):  60%|█████▉    | 9582/16050 [1:44:43<59:41,  1.81it/s]
Training 2/3 epoch (loss 0.0014):  60%|█████▉    | 9583/16050 [1:44:43<1:03:49,  1.69it/s]
Training 2/3 epoch (loss 0.0486):  60%|█████▉    | 9583/16050 [1:44:44<1:03:49,  1.69it/s]
Training 2/3 epoch (loss 0.0486):  60%|█████▉    | 9584/16050 [1:44:44<1:11:41,  1.50it/s]
Training 2/3 epoch (loss 0.6678):  60%|█████▉    | 9584/16050 [1:44:45<1:11:41,  1.50it/s]
Training 2/3 epoch (loss 0.6678):  60%|█████▉    | 9585/16050 [1:44:45<1:08:00,  1.58it/s]
Training 2/3 epoch (loss 0.2880):  60%|█████▉    | 9585/16050 [1:44:45<1:08:00,  1.58it/s]
Training 2/3 epoch (loss 0.2880):  60%|█████▉    | 9586/16050 [1:44:45<57:33,  1.87it/s]  
Training 2/3 epoch (loss 0.0219):  60%|█████▉    | 9586/16050 [1:44:46<57:33,  1.87it/s]
Training 2/3 epoch (loss 0.0219):  60%|█████▉    | 9587/16050 [1:44:46<1:00:27,  1.78it/s]
Training 2/3 epoch (loss 0.0129):  60%|█████▉    | 9587/16050 [1:44:46<1:00:27,  1.78it/s]
Training 2/3 epoch (loss 0.0129):  60%|█████▉    | 9588/16050 [1:44:46<59:23,  1.81it/s]  
Training 2/3 epoch (loss 0.4235):  60%|█████▉    | 9588/16050 [1:44:47<59:23,  1.81it/s]
Training 2/3 epoch (loss 0.4235):  60%|█████▉    | 9589/16050 [1:44:47<54:26,  1.98it/s]
Training 2/3 epoch (loss 0.0027):  60%|█████▉    | 9589/16050 [1:44:47<54:26,  1.98it/s]
Training 2/3 epoch (loss 0.0027):  60%|█████▉    | 9590/16050 [1:44:47<49:14,  2.19it/s]
Training 2/3 epoch (loss 0.0002):  60%|█████▉    | 9590/16050 [1:44:47<49:14,  2.19it/s]
Training 2/3 epoch (loss 0.0002):  60%|█████▉    | 9591/16050 [1:44:47<46:12,  2.33it/s]
Training 2/3 epoch (loss 0.2083):  60%|█████▉    | 9591/16050 [1:44:48<46:12,  2.33it/s]
Training 2/3 epoch (loss 0.2083):  60%|█████▉    | 9592/16050 [1:44:48<53:20,  2.02it/s]
Training 2/3 epoch (loss 0.0172):  60%|█████▉    | 9592/16050 [1:44:49<53:20,  2.02it/s]
Training 2/3 epoch (loss 0.0172):  60%|█████▉    | 9593/16050 [1:44:49<53:29,  2.01it/s]
Training 2/3 epoch (loss 0.0133):  60%|█████▉    | 9593/16050 [1:44:49<53:29,  2.01it/s]
Training 2/3 epoch (loss 0.0133):  60%|█████▉    | 9594/16050 [1:44:49<58:01,  1.85it/s]
Training 2/3 epoch (loss 0.0081):  60%|█████▉    | 9594/16050 [1:44:50<58:01,  1.85it/s]
Training 2/3 epoch (loss 0.0081):  60%|█████▉    | 9595/16050 [1:44:50<54:18,  1.98it/s]
Training 2/3 epoch (loss 0.1149):  60%|█████▉    | 9595/16050 [1:44:50<54:18,  1.98it/s]
Training 2/3 epoch (loss 0.1149):  60%|█████▉    | 9596/16050 [1:44:50<59:40,  1.80it/s]
Training 2/3 epoch (loss 0.0633):  60%|█████▉    | 9596/16050 [1:44:51<59:40,  1.80it/s]
Training 2/3 epoch (loss 0.0633):  60%|█████▉    | 9597/16050 [1:44:51<56:50,  1.89it/s]
Training 2/3 epoch (loss 0.0126):  60%|█████▉    | 9597/16050 [1:44:51<56:50,  1.89it/s]
Training 2/3 epoch (loss 0.0126):  60%|█████▉    | 9598/16050 [1:44:51<1:00:45,  1.77it/s]
Training 2/3 epoch (loss 0.0112):  60%|█████▉    | 9598/16050 [1:44:52<1:00:45,  1.77it/s]
Training 2/3 epoch (loss 0.0112):  60%|█████▉    | 9599/16050 [1:44:52<53:43,  2.00it/s]  
Training 2/3 epoch (loss 0.0003):  60%|█████▉    | 9599/16050 [1:44:52<53:43,  2.00it/s]
Training 2/3 epoch (loss 0.0003):  60%|█████▉    | 9600/16050 [1:44:52<51:27,  2.09it/s]
Training 2/3 epoch (loss 0.4895):  60%|█████▉    | 9600/16050 [1:44:53<51:27,  2.09it/s]
Training 2/3 epoch (loss 0.4895):  60%|█████▉    | 9601/16050 [1:44:53<48:41,  2.21it/s]
Training 2/3 epoch (loss 0.0005):  60%|█████▉    | 9601/16050 [1:44:53<48:41,  2.21it/s]
Training 2/3 epoch (loss 0.0005):  60%|█████▉    | 9602/16050 [1:44:53<51:02,  2.11it/s]
Training 2/3 epoch (loss 0.4627):  60%|█████▉    | 9602/16050 [1:44:53<51:02,  2.11it/s]
Training 2/3 epoch (loss 0.4627):  60%|█████▉    | 9603/16050 [1:44:53<45:48,  2.35it/s]
Training 2/3 epoch (loss 0.0080):  60%|█████▉    | 9603/16050 [1:44:54<45:48,  2.35it/s]
Training 2/3 epoch (loss 0.0080):  60%|█████▉    | 9604/16050 [1:44:54<49:19,  2.18it/s]
Training 2/3 epoch (loss 0.0867):  60%|█████▉    | 9604/16050 [1:44:54<49:19,  2.18it/s]
Training 2/3 epoch (loss 0.0867):  60%|█████▉    | 9605/16050 [1:44:54<48:42,  2.21it/s]
Training 2/3 epoch (loss 0.0169):  60%|█████▉    | 9605/16050 [1:44:55<48:42,  2.21it/s]
Training 2/3 epoch (loss 0.0169):  60%|█████▉    | 9606/16050 [1:44:55<48:55,  2.19it/s]
Training 2/3 epoch (loss 0.0144):  60%|█████▉    | 9606/16050 [1:44:55<48:55,  2.19it/s]
Training 2/3 epoch (loss 0.0144):  60%|█████▉    | 9607/16050 [1:44:55<53:38,  2.00it/s]
Training 2/3 epoch (loss 0.1890):  60%|█████▉    | 9607/16050 [1:44:56<53:38,  2.00it/s]
Training 2/3 epoch (loss 0.1890):  60%|█████▉    | 9608/16050 [1:44:56<1:03:52,  1.68it/s]
Training 2/3 epoch (loss 0.0496):  60%|█████▉    | 9608/16050 [1:44:57<1:03:52,  1.68it/s]
Training 2/3 epoch (loss 0.0496):  60%|█████▉    | 9609/16050 [1:44:57<1:02:58,  1.70it/s]
Training 2/3 epoch (loss 0.2257):  60%|█████▉    | 9609/16050 [1:44:57<1:02:58,  1.70it/s]
Training 2/3 epoch (loss 0.2257):  60%|█████▉    | 9610/16050 [1:44:57<1:01:48,  1.74it/s]
Training 2/3 epoch (loss 0.0001):  60%|█████▉    | 9610/16050 [1:44:58<1:01:48,  1.74it/s]
Training 2/3 epoch (loss 0.0001):  60%|█████▉    | 9611/16050 [1:44:58<58:26,  1.84it/s]  
Training 2/3 epoch (loss 0.0347):  60%|█████▉    | 9611/16050 [1:44:58<58:26,  1.84it/s]
Training 2/3 epoch (loss 0.0347):  60%|█████▉    | 9612/16050 [1:44:58<55:43,  1.93it/s]
Training 2/3 epoch (loss 0.0372):  60%|█████▉    | 9612/16050 [1:44:59<55:43,  1.93it/s]
Training 2/3 epoch (loss 0.0372):  60%|█████▉    | 9613/16050 [1:44:59<59:06,  1.82it/s]
Training 2/3 epoch (loss 0.0632):  60%|█████▉    | 9613/16050 [1:45:00<59:06,  1.82it/s]
Training 2/3 epoch (loss 0.0632):  60%|█████▉    | 9614/16050 [1:45:00<1:02:00,  1.73it/s]
Training 2/3 epoch (loss 0.0002):  60%|█████▉    | 9614/16050 [1:45:00<1:02:00,  1.73it/s]
Training 2/3 epoch (loss 0.0002):  60%|█████▉    | 9615/16050 [1:45:00<1:00:35,  1.77it/s]
Training 2/3 epoch (loss 0.1305):  60%|█████▉    | 9615/16050 [1:45:01<1:00:35,  1.77it/s]
Training 2/3 epoch (loss 0.1305):  60%|█████▉    | 9616/16050 [1:45:01<1:04:09,  1.67it/s]
Training 2/3 epoch (loss 0.1180):  60%|█████▉    | 9616/16050 [1:45:01<1:04:09,  1.67it/s]
Training 2/3 epoch (loss 0.1180):  60%|█████▉    | 9617/16050 [1:45:01<1:02:12,  1.72it/s]
Training 2/3 epoch (loss 0.2576):  60%|█████▉    | 9617/16050 [1:45:02<1:02:12,  1.72it/s]
Training 2/3 epoch (loss 0.2576):  60%|█████▉    | 9618/16050 [1:45:02<58:27,  1.83it/s]  
Training 2/3 epoch (loss 0.0002):  60%|█████▉    | 9618/16050 [1:45:02<58:27,  1.83it/s]
Training 2/3 epoch (loss 0.0002):  60%|█████▉    | 9619/16050 [1:45:02<51:49,  2.07it/s]
Training 2/3 epoch (loss 0.4449):  60%|█████▉    | 9619/16050 [1:45:03<51:49,  2.07it/s]
Training 2/3 epoch (loss 0.4449):  60%|█████▉    | 9620/16050 [1:45:03<57:47,  1.85it/s]
Training 2/3 epoch (loss 0.0724):  60%|█████▉    | 9620/16050 [1:45:03<57:47,  1.85it/s]
Training 2/3 epoch (loss 0.0724):  60%|█████▉    | 9621/16050 [1:45:03<1:01:45,  1.74it/s]
Training 2/3 epoch (loss 0.4622):  60%|█████▉    | 9621/16050 [1:45:04<1:01:45,  1.74it/s]
Training 2/3 epoch (loss 0.4622):  60%|█████▉    | 9622/16050 [1:45:04<55:27,  1.93it/s]  
Training 2/3 epoch (loss 0.0005):  60%|█████▉    | 9622/16050 [1:45:04<55:27,  1.93it/s]
Training 2/3 epoch (loss 0.0005):  60%|█████▉    | 9623/16050 [1:45:04<54:20,  1.97it/s]
Training 2/3 epoch (loss 0.0431):  60%|█████▉    | 9623/16050 [1:45:05<54:20,  1.97it/s]
Training 2/3 epoch (loss 0.0431):  60%|█████▉    | 9624/16050 [1:45:05<1:02:52,  1.70it/s]
Training 2/3 epoch (loss 0.0281):  60%|█████▉    | 9624/16050 [1:45:06<1:02:52,  1.70it/s]
Training 2/3 epoch (loss 0.0281):  60%|█████▉    | 9625/16050 [1:45:06<1:01:36,  1.74it/s]
Training 2/3 epoch (loss 0.0309):  60%|█████▉    | 9625/16050 [1:45:06<1:01:36,  1.74it/s]
Training 2/3 epoch (loss 0.0309):  60%|█████▉    | 9626/16050 [1:45:06<1:04:16,  1.67it/s]
Training 2/3 epoch (loss 0.4199):  60%|█████▉    | 9626/16050 [1:45:07<1:04:16,  1.67it/s]
Training 2/3 epoch (loss 0.4199):  60%|█████▉    | 9627/16050 [1:45:07<1:07:56,  1.58it/s]
Training 2/3 epoch (loss 0.1494):  60%|█████▉    | 9627/16050 [1:45:08<1:07:56,  1.58it/s]
Training 2/3 epoch (loss 0.1494):  60%|█████▉    | 9628/16050 [1:45:08<1:07:20,  1.59it/s]
Training 2/3 epoch (loss 0.0707):  60%|█████▉    | 9628/16050 [1:45:08<1:07:20,  1.59it/s]
Training 2/3 epoch (loss 0.0707):  60%|█████▉    | 9629/16050 [1:45:08<1:08:02,  1.57it/s]
Training 2/3 epoch (loss 0.1831):  60%|█████▉    | 9629/16050 [1:45:09<1:08:02,  1.57it/s]
Training 2/3 epoch (loss 0.1831):  60%|██████    | 9630/16050 [1:45:09<1:04:06,  1.67it/s]
Training 2/3 epoch (loss 0.0065):  60%|██████    | 9630/16050 [1:45:10<1:04:06,  1.67it/s]
Training 2/3 epoch (loss 0.0065):  60%|██████    | 9631/16050 [1:45:10<1:08:06,  1.57it/s]
Training 2/3 epoch (loss 0.6640):  60%|██████    | 9631/16050 [1:45:10<1:08:06,  1.57it/s]
Training 2/3 epoch (loss 0.6640):  60%|██████    | 9632/16050 [1:45:10<1:02:30,  1.71it/s]
Training 2/3 epoch (loss 0.2298):  60%|██████    | 9632/16050 [1:45:10<1:02:30,  1.71it/s]
Training 2/3 epoch (loss 0.2298):  60%|██████    | 9633/16050 [1:45:10<55:31,  1.93it/s]  
Training 2/3 epoch (loss 0.2278):  60%|██████    | 9633/16050 [1:45:13<55:31,  1.93it/s]
Training 2/3 epoch (loss 0.2278):  60%|██████    | 9634/16050 [1:45:13<1:53:55,  1.07s/it]
Training 2/3 epoch (loss 0.0024):  60%|██████    | 9634/16050 [1:45:13<1:53:55,  1.07s/it]
Training 2/3 epoch (loss 0.0024):  60%|██████    | 9635/16050 [1:45:13<1:31:25,  1.17it/s]
Training 2/3 epoch (loss 0.2263):  60%|██████    | 9635/16050 [1:45:14<1:31:25,  1.17it/s]
Training 2/3 epoch (loss 0.2263):  60%|██████    | 9636/16050 [1:45:14<1:24:36,  1.26it/s]
Training 2/3 epoch (loss 0.0002):  60%|██████    | 9636/16050 [1:45:14<1:24:36,  1.26it/s]
Training 2/3 epoch (loss 0.0002):  60%|██████    | 9637/16050 [1:45:14<1:18:53,  1.35it/s]
Training 2/3 epoch (loss 0.0161):  60%|██████    | 9637/16050 [1:45:15<1:18:53,  1.35it/s]
Training 2/3 epoch (loss 0.0161):  60%|██████    | 9638/16050 [1:45:15<1:11:17,  1.50it/s]
Training 2/3 epoch (loss 0.0180):  60%|██████    | 9638/16050 [1:45:16<1:11:17,  1.50it/s]
Training 2/3 epoch (loss 0.0180):  60%|██████    | 9639/16050 [1:45:16<1:17:11,  1.38it/s]
Training 2/3 epoch (loss 0.0006):  60%|██████    | 9639/16050 [1:45:16<1:17:11,  1.38it/s]
Training 2/3 epoch (loss 0.0006):  60%|██████    | 9640/16050 [1:45:16<1:07:32,  1.58it/s]
Training 2/3 epoch (loss 0.4461):  60%|██████    | 9640/16050 [1:45:17<1:07:32,  1.58it/s]
Training 2/3 epoch (loss 0.4461):  60%|██████    | 9641/16050 [1:45:17<1:01:35,  1.73it/s]
Training 2/3 epoch (loss 0.0101):  60%|██████    | 9641/16050 [1:45:17<1:01:35,  1.73it/s]
Training 2/3 epoch (loss 0.0101):  60%|██████    | 9642/16050 [1:45:17<58:11,  1.84it/s]  
Training 2/3 epoch (loss 0.0069):  60%|██████    | 9642/16050 [1:45:18<58:11,  1.84it/s]
Training 2/3 epoch (loss 0.0069):  60%|██████    | 9643/16050 [1:45:18<1:01:52,  1.73it/s]
Training 2/3 epoch (loss 0.0248):  60%|██████    | 9643/16050 [1:45:18<1:01:52,  1.73it/s]
Training 2/3 epoch (loss 0.0248):  60%|██████    | 9644/16050 [1:45:18<1:07:33,  1.58it/s]
Training 2/3 epoch (loss 0.2797):  60%|██████    | 9644/16050 [1:45:19<1:07:33,  1.58it/s]
Training 2/3 epoch (loss 0.2797):  60%|██████    | 9645/16050 [1:45:19<1:07:58,  1.57it/s]
Training 2/3 epoch (loss 0.0492):  60%|██████    | 9645/16050 [1:45:20<1:07:58,  1.57it/s]
Training 2/3 epoch (loss 0.0492):  60%|██████    | 9646/16050 [1:45:20<1:10:52,  1.51it/s]
Training 2/3 epoch (loss 0.0189):  60%|██████    | 9646/16050 [1:45:20<1:10:52,  1.51it/s]
Training 2/3 epoch (loss 0.0189):  60%|██████    | 9647/16050 [1:45:20<1:10:34,  1.51it/s]
Training 2/3 epoch (loss 0.1009):  60%|██████    | 9647/16050 [1:45:21<1:10:34,  1.51it/s]
Training 2/3 epoch (loss 0.1009):  60%|██████    | 9648/16050 [1:45:21<1:05:20,  1.63it/s]
Training 2/3 epoch (loss 0.0275):  60%|██████    | 9648/16050 [1:45:22<1:05:20,  1.63it/s]
Training 2/3 epoch (loss 0.0275):  60%|██████    | 9649/16050 [1:45:22<1:11:49,  1.49it/s]
Training 2/3 epoch (loss 0.5312):  60%|██████    | 9649/16050 [1:45:22<1:11:49,  1.49it/s]
Training 2/3 epoch (loss 0.5312):  60%|██████    | 9650/16050 [1:45:22<1:10:30,  1.51it/s]
Training 2/3 epoch (loss 0.1423):  60%|██████    | 9650/16050 [1:45:23<1:10:30,  1.51it/s]
Training 2/3 epoch (loss 0.1423):  60%|██████    | 9651/16050 [1:45:23<1:08:32,  1.56it/s]
Training 2/3 epoch (loss 0.0495):  60%|██████    | 9651/16050 [1:45:23<1:08:32,  1.56it/s]
Training 2/3 epoch (loss 0.0495):  60%|██████    | 9652/16050 [1:45:23<1:01:00,  1.75it/s]
Training 2/3 epoch (loss 0.1428):  60%|██████    | 9652/16050 [1:45:24<1:01:00,  1.75it/s]
Training 2/3 epoch (loss 0.1428):  60%|██████    | 9653/16050 [1:45:24<57:17,  1.86it/s]  
Training 2/3 epoch (loss 0.0861):  60%|██████    | 9653/16050 [1:45:24<57:17,  1.86it/s]
Training 2/3 epoch (loss 0.0861):  60%|██████    | 9654/16050 [1:45:24<52:54,  2.01it/s]
Training 2/3 epoch (loss 0.0651):  60%|██████    | 9654/16050 [1:45:25<52:54,  2.01it/s]
Training 2/3 epoch (loss 0.0651):  60%|██████    | 9655/16050 [1:45:25<1:03:12,  1.69it/s]
Training 2/3 epoch (loss 0.0080):  60%|██████    | 9655/16050 [1:45:26<1:03:12,  1.69it/s]
Training 2/3 epoch (loss 0.0080):  60%|██████    | 9656/16050 [1:45:26<1:00:41,  1.76it/s]
Training 2/3 epoch (loss 0.0027):  60%|██████    | 9656/16050 [1:45:26<1:00:41,  1.76it/s]
Training 2/3 epoch (loss 0.0027):  60%|██████    | 9657/16050 [1:45:26<55:26,  1.92it/s]  
Training 2/3 epoch (loss 0.0061):  60%|██████    | 9657/16050 [1:45:26<55:26,  1.92it/s]
Training 2/3 epoch (loss 0.0061):  60%|██████    | 9658/16050 [1:45:26<52:54,  2.01it/s]
Training 2/3 epoch (loss 0.0566):  60%|██████    | 9658/16050 [1:45:27<52:54,  2.01it/s]
Training 2/3 epoch (loss 0.0566):  60%|██████    | 9659/16050 [1:45:27<56:21,  1.89it/s]
Training 2/3 epoch (loss 0.0003):  60%|██████    | 9659/16050 [1:45:28<56:21,  1.89it/s]
Training 2/3 epoch (loss 0.0003):  60%|██████    | 9660/16050 [1:45:28<58:40,  1.81it/s]
Training 2/3 epoch (loss 0.0164):  60%|██████    | 9660/16050 [1:45:28<58:40,  1.81it/s]
Training 2/3 epoch (loss 0.0164):  60%|██████    | 9661/16050 [1:45:28<54:05,  1.97it/s]
Training 2/3 epoch (loss 0.2032):  60%|██████    | 9661/16050 [1:45:28<54:05,  1.97it/s]
Training 2/3 epoch (loss 0.2032):  60%|██████    | 9662/16050 [1:45:28<50:01,  2.13it/s]
Training 2/3 epoch (loss 0.0117):  60%|██████    | 9662/16050 [1:45:29<50:01,  2.13it/s]
Training 2/3 epoch (loss 0.0117):  60%|██████    | 9663/16050 [1:45:29<57:15,  1.86it/s]
Training 2/3 epoch (loss 0.0426):  60%|██████    | 9663/16050 [1:45:30<57:15,  1.86it/s]
Training 2/3 epoch (loss 0.0426):  60%|██████    | 9664/16050 [1:45:30<55:09,  1.93it/s]
Training 2/3 epoch (loss 0.0041):  60%|██████    | 9664/16050 [1:45:30<55:09,  1.93it/s]
Training 2/3 epoch (loss 0.0041):  60%|██████    | 9665/16050 [1:45:30<51:41,  2.06it/s]
Training 2/3 epoch (loss 0.0073):  60%|██████    | 9665/16050 [1:45:30<51:41,  2.06it/s]
Training 2/3 epoch (loss 0.0073):  60%|██████    | 9666/16050 [1:45:30<49:48,  2.14it/s]
Training 2/3 epoch (loss 0.3864):  60%|██████    | 9666/16050 [1:45:31<49:48,  2.14it/s]
Training 2/3 epoch (loss 0.3864):  60%|██████    | 9667/16050 [1:45:31<47:34,  2.24it/s]
Training 2/3 epoch (loss 0.4781):  60%|██████    | 9667/16050 [1:45:31<47:34,  2.24it/s]
Training 2/3 epoch (loss 0.4781):  60%|██████    | 9668/16050 [1:45:31<44:46,  2.38it/s]
Training 2/3 epoch (loss 0.0016):  60%|██████    | 9668/16050 [1:45:32<44:46,  2.38it/s]
Training 2/3 epoch (loss 0.0016):  60%|██████    | 9669/16050 [1:45:32<52:00,  2.04it/s]
Training 2/3 epoch (loss 0.0246):  60%|██████    | 9669/16050 [1:45:32<52:00,  2.04it/s]
Training 2/3 epoch (loss 0.0246):  60%|██████    | 9670/16050 [1:45:32<53:21,  1.99it/s]
Training 2/3 epoch (loss 0.0565):  60%|██████    | 9670/16050 [1:45:33<53:21,  1.99it/s]
Training 2/3 epoch (loss 0.0565):  60%|██████    | 9671/16050 [1:45:33<51:09,  2.08it/s]
Training 2/3 epoch (loss 0.0658):  60%|██████    | 9671/16050 [1:45:33<51:09,  2.08it/s]
Training 2/3 epoch (loss 0.0658):  60%|██████    | 9672/16050 [1:45:33<55:54,  1.90it/s]
Training 2/3 epoch (loss 0.0061):  60%|██████    | 9672/16050 [1:45:34<55:54,  1.90it/s]
Training 2/3 epoch (loss 0.0061):  60%|██████    | 9673/16050 [1:45:34<1:00:33,  1.76it/s]
Training 2/3 epoch (loss 0.7597):  60%|██████    | 9673/16050 [1:45:35<1:00:33,  1.76it/s]
Training 2/3 epoch (loss 0.7597):  60%|██████    | 9674/16050 [1:45:35<55:49,  1.90it/s]  
Training 2/3 epoch (loss 0.0008):  60%|██████    | 9674/16050 [1:45:35<55:49,  1.90it/s]
Training 2/3 epoch (loss 0.0008):  60%|██████    | 9675/16050 [1:45:35<1:00:03,  1.77it/s]
Training 2/3 epoch (loss 0.0199):  60%|██████    | 9675/16050 [1:45:36<1:00:03,  1.77it/s]
Training 2/3 epoch (loss 0.0199):  60%|██████    | 9676/16050 [1:45:36<1:01:45,  1.72it/s]
Training 2/3 epoch (loss 0.0107):  60%|██████    | 9676/16050 [1:45:36<1:01:45,  1.72it/s]
Training 2/3 epoch (loss 0.0107):  60%|██████    | 9677/16050 [1:45:36<1:00:13,  1.76it/s]
Training 2/3 epoch (loss 0.0124):  60%|██████    | 9677/16050 [1:45:37<1:00:13,  1.76it/s]
Training 2/3 epoch (loss 0.0124):  60%|██████    | 9678/16050 [1:45:37<1:01:04,  1.74it/s]
Training 2/3 epoch (loss 0.0066):  60%|██████    | 9678/16050 [1:45:38<1:01:04,  1.74it/s]
Training 2/3 epoch (loss 0.0066):  60%|██████    | 9679/16050 [1:45:38<1:02:10,  1.71it/s]
Training 2/3 epoch (loss 0.0137):  60%|██████    | 9679/16050 [1:45:38<1:02:10,  1.71it/s]
Training 2/3 epoch (loss 0.0137):  60%|██████    | 9680/16050 [1:45:38<1:03:05,  1.68it/s]
Training 2/3 epoch (loss 0.2408):  60%|██████    | 9680/16050 [1:45:39<1:03:05,  1.68it/s]
Training 2/3 epoch (loss 0.2408):  60%|██████    | 9681/16050 [1:45:39<1:02:42,  1.69it/s]
Training 2/3 epoch (loss 0.1809):  60%|██████    | 9681/16050 [1:45:39<1:02:42,  1.69it/s]
Training 2/3 epoch (loss 0.1809):  60%|██████    | 9682/16050 [1:45:39<54:43,  1.94it/s]  
Training 2/3 epoch (loss 0.0211):  60%|██████    | 9682/16050 [1:45:40<54:43,  1.94it/s]
Training 2/3 epoch (loss 0.0211):  60%|██████    | 9683/16050 [1:45:40<58:12,  1.82it/s]
Training 2/3 epoch (loss 0.0103):  60%|██████    | 9683/16050 [1:45:40<58:12,  1.82it/s]
Training 2/3 epoch (loss 0.0103):  60%|██████    | 9684/16050 [1:45:40<57:38,  1.84it/s]
Training 2/3 epoch (loss 0.8839):  60%|██████    | 9684/16050 [1:45:41<57:38,  1.84it/s]
Training 2/3 epoch (loss 0.8839):  60%|██████    | 9685/16050 [1:45:41<1:00:06,  1.76it/s]
Training 2/3 epoch (loss 0.0182):  60%|██████    | 9685/16050 [1:45:41<1:00:06,  1.76it/s]
Training 2/3 epoch (loss 0.0182):  60%|██████    | 9686/16050 [1:45:41<56:38,  1.87it/s]  
Training 2/3 epoch (loss 0.0135):  60%|██████    | 9686/16050 [1:45:42<56:38,  1.87it/s]
Training 2/3 epoch (loss 0.0135):  60%|██████    | 9687/16050 [1:45:42<59:18,  1.79it/s]
Training 2/3 epoch (loss 0.0005):  60%|██████    | 9687/16050 [1:45:42<59:18,  1.79it/s]
Training 2/3 epoch (loss 0.0005):  60%|██████    | 9688/16050 [1:45:42<54:10,  1.96it/s]
Training 2/3 epoch (loss 0.4286):  60%|██████    | 9688/16050 [1:45:43<54:10,  1.96it/s]
Training 2/3 epoch (loss 0.4286):  60%|██████    | 9689/16050 [1:45:43<56:43,  1.87it/s]
Training 2/3 epoch (loss 0.0903):  60%|██████    | 9689/16050 [1:45:44<56:43,  1.87it/s]
Training 2/3 epoch (loss 0.0903):  60%|██████    | 9690/16050 [1:45:44<1:00:59,  1.74it/s]
Training 2/3 epoch (loss 0.0144):  60%|██████    | 9690/16050 [1:45:44<1:00:59,  1.74it/s]
Training 2/3 epoch (loss 0.0144):  60%|██████    | 9691/16050 [1:45:44<52:58,  2.00it/s]  
Training 2/3 epoch (loss 0.0003):  60%|██████    | 9691/16050 [1:45:45<52:58,  2.00it/s]
Training 2/3 epoch (loss 0.0003):  60%|██████    | 9692/16050 [1:45:45<56:50,  1.86it/s]
Training 2/3 epoch (loss 0.0050):  60%|██████    | 9692/16050 [1:45:45<56:50,  1.86it/s]
Training 2/3 epoch (loss 0.0050):  60%|██████    | 9693/16050 [1:45:45<54:43,  1.94it/s]
Training 2/3 epoch (loss 0.0529):  60%|██████    | 9693/16050 [1:45:46<54:43,  1.94it/s]
Training 2/3 epoch (loss 0.0529):  60%|██████    | 9694/16050 [1:45:46<52:56,  2.00it/s]
Training 2/3 epoch (loss 0.0003):  60%|██████    | 9694/16050 [1:45:46<52:56,  2.00it/s]
Training 2/3 epoch (loss 0.0003):  60%|██████    | 9695/16050 [1:45:46<54:16,  1.95it/s]
Training 2/3 epoch (loss 0.0383):  60%|██████    | 9695/16050 [1:45:47<54:16,  1.95it/s]
Training 2/3 epoch (loss 0.0383):  60%|██████    | 9696/16050 [1:45:47<55:27,  1.91it/s]
Training 2/3 epoch (loss 0.1540):  60%|██████    | 9696/16050 [1:45:49<55:27,  1.91it/s]
Training 2/3 epoch (loss 0.1540):  60%|██████    | 9697/16050 [1:45:49<1:49:27,  1.03s/it]
Training 2/3 epoch (loss 0.0003):  60%|██████    | 9697/16050 [1:45:49<1:49:27,  1.03s/it]
Training 2/3 epoch (loss 0.0003):  60%|██████    | 9698/16050 [1:45:49<1:28:17,  1.20it/s]
Training 2/3 epoch (loss 0.0109):  60%|██████    | 9698/16050 [1:45:50<1:28:17,  1.20it/s]
Training 2/3 epoch (loss 0.0109):  60%|██████    | 9699/16050 [1:45:50<1:23:43,  1.26it/s]
Training 2/3 epoch (loss 0.4217):  60%|██████    | 9699/16050 [1:45:50<1:23:43,  1.26it/s]
Training 2/3 epoch (loss 0.4217):  60%|██████    | 9700/16050 [1:45:50<1:11:02,  1.49it/s]
Training 2/3 epoch (loss 0.0042):  60%|██████    | 9700/16050 [1:45:51<1:11:02,  1.49it/s]
Training 2/3 epoch (loss 0.0042):  60%|██████    | 9701/16050 [1:45:51<1:05:42,  1.61it/s]
Training 2/3 epoch (loss 0.1128):  60%|██████    | 9701/16050 [1:45:51<1:05:42,  1.61it/s]
Training 2/3 epoch (loss 0.1128):  60%|██████    | 9702/16050 [1:45:51<1:07:15,  1.57it/s]
Training 2/3 epoch (loss 0.0142):  60%|██████    | 9702/16050 [1:45:52<1:07:15,  1.57it/s]
Training 2/3 epoch (loss 0.0142):  60%|██████    | 9703/16050 [1:45:52<1:06:14,  1.60it/s]
Training 2/3 epoch (loss 0.0061):  60%|██████    | 9703/16050 [1:45:53<1:06:14,  1.60it/s]
Training 2/3 epoch (loss 0.0061):  60%|██████    | 9704/16050 [1:45:53<1:03:39,  1.66it/s]
Training 2/3 epoch (loss 0.0252):  60%|██████    | 9704/16050 [1:45:53<1:03:39,  1.66it/s]
Training 2/3 epoch (loss 0.0252):  60%|██████    | 9705/16050 [1:45:53<1:03:47,  1.66it/s]
Training 2/3 epoch (loss 0.3560):  60%|██████    | 9705/16050 [1:45:54<1:03:47,  1.66it/s]
Training 2/3 epoch (loss 0.3560):  60%|██████    | 9706/16050 [1:45:54<1:01:56,  1.71it/s]
Training 2/3 epoch (loss 0.7347):  60%|██████    | 9706/16050 [1:45:54<1:01:56,  1.71it/s]
Training 2/3 epoch (loss 0.7347):  60%|██████    | 9707/16050 [1:45:54<55:57,  1.89it/s]  
Training 2/3 epoch (loss 0.3393):  60%|██████    | 9707/16050 [1:45:55<55:57,  1.89it/s]
Training 2/3 epoch (loss 0.3393):  60%|██████    | 9708/16050 [1:45:55<55:06,  1.92it/s]
Training 2/3 epoch (loss 0.0042):  60%|██████    | 9708/16050 [1:45:55<55:06,  1.92it/s]
Training 2/3 epoch (loss 0.0042):  60%|██████    | 9709/16050 [1:45:55<1:04:36,  1.64it/s]
Training 2/3 epoch (loss 0.0238):  60%|██████    | 9709/16050 [1:45:56<1:04:36,  1.64it/s]
Training 2/3 epoch (loss 0.0238):  60%|██████    | 9710/16050 [1:45:56<1:01:01,  1.73it/s]
Training 2/3 epoch (loss 0.3831):  60%|██████    | 9710/16050 [1:45:58<1:01:01,  1.73it/s]
Training 2/3 epoch (loss 0.3831):  61%|██████    | 9711/16050 [1:45:58<1:53:25,  1.07s/it]
Training 2/3 epoch (loss 0.0202):  61%|██████    | 9711/16050 [1:45:59<1:53:25,  1.07s/it]
Training 2/3 epoch (loss 0.0202):  61%|██████    | 9712/16050 [1:45:59<1:34:22,  1.12it/s]
Training 2/3 epoch (loss 0.0523):  61%|██████    | 9712/16050 [1:45:59<1:34:22,  1.12it/s]
Training 2/3 epoch (loss 0.0523):  61%|██████    | 9713/16050 [1:45:59<1:27:10,  1.21it/s]
Training 2/3 epoch (loss 0.0082):  61%|██████    | 9713/16050 [1:46:00<1:27:10,  1.21it/s]
Training 2/3 epoch (loss 0.0082):  61%|██████    | 9714/16050 [1:46:00<1:21:07,  1.30it/s]
Training 2/3 epoch (loss 0.0010):  61%|██████    | 9714/16050 [1:46:00<1:21:07,  1.30it/s]
Training 2/3 epoch (loss 0.0010):  61%|██████    | 9715/16050 [1:46:00<1:13:21,  1.44it/s]
Training 2/3 epoch (loss 0.3578):  61%|██████    | 9715/16050 [1:46:01<1:13:21,  1.44it/s]
Training 2/3 epoch (loss 0.3578):  61%|██████    | 9716/16050 [1:46:01<1:03:58,  1.65it/s]
Training 2/3 epoch (loss 0.4197):  61%|██████    | 9716/16050 [1:46:01<1:03:58,  1.65it/s]
Training 2/3 epoch (loss 0.4197):  61%|██████    | 9717/16050 [1:46:01<57:43,  1.83it/s]  
Training 2/3 epoch (loss 0.1184):  61%|██████    | 9717/16050 [1:46:02<57:43,  1.83it/s]
Training 2/3 epoch (loss 0.1184):  61%|██████    | 9718/16050 [1:46:02<1:07:29,  1.56it/s]
Training 2/3 epoch (loss 0.2637):  61%|██████    | 9718/16050 [1:46:03<1:07:29,  1.56it/s]
Training 2/3 epoch (loss 0.2637):  61%|██████    | 9719/16050 [1:46:03<1:06:25,  1.59it/s]
Training 2/3 epoch (loss 0.0159):  61%|██████    | 9719/16050 [1:46:03<1:06:25,  1.59it/s]
Training 2/3 epoch (loss 0.0159):  61%|██████    | 9720/16050 [1:46:03<1:03:09,  1.67it/s]
Training 2/3 epoch (loss 0.0001):  61%|██████    | 9720/16050 [1:46:04<1:03:09,  1.67it/s]
Training 2/3 epoch (loss 0.0001):  61%|██████    | 9721/16050 [1:46:04<57:17,  1.84it/s]  
Training 2/3 epoch (loss 0.0003):  61%|██████    | 9721/16050 [1:46:04<57:17,  1.84it/s]
Training 2/3 epoch (loss 0.0003):  61%|██████    | 9722/16050 [1:46:04<57:39,  1.83it/s]
Training 2/3 epoch (loss 0.6564):  61%|██████    | 9722/16050 [1:46:05<57:39,  1.83it/s]
Training 2/3 epoch (loss 0.6564):  61%|██████    | 9723/16050 [1:46:05<50:42,  2.08it/s]
Training 2/3 epoch (loss 0.0420):  61%|██████    | 9723/16050 [1:46:05<50:42,  2.08it/s]
Training 2/3 epoch (loss 0.0420):  61%|██████    | 9724/16050 [1:46:05<1:00:26,  1.74it/s]
Training 2/3 epoch (loss 0.8299):  61%|██████    | 9724/16050 [1:46:08<1:00:26,  1.74it/s]
Training 2/3 epoch (loss 0.8299):  61%|██████    | 9725/16050 [1:46:08<1:53:09,  1.07s/it]
Training 2/3 epoch (loss 0.0245):  61%|██████    | 9725/16050 [1:46:09<1:53:09,  1.07s/it]
Training 2/3 epoch (loss 0.0245):  61%|██████    | 9726/16050 [1:46:09<1:50:49,  1.05s/it]
Training 2/3 epoch (loss 0.0898):  61%|██████    | 9726/16050 [1:46:09<1:50:49,  1.05s/it]
Training 2/3 epoch (loss 0.0898):  61%|██████    | 9727/16050 [1:46:09<1:44:26,  1.01it/s]
Training 2/3 epoch (loss 0.3335):  61%|██████    | 9727/16050 [1:46:10<1:44:26,  1.01it/s]
Training 2/3 epoch (loss 0.3335):  61%|██████    | 9728/16050 [1:46:10<1:26:10,  1.22it/s]
Training 2/3 epoch (loss 0.0025):  61%|██████    | 9728/16050 [1:46:11<1:26:10,  1.22it/s]
Training 2/3 epoch (loss 0.0025):  61%|██████    | 9729/16050 [1:46:11<1:20:09,  1.31it/s]
Training 2/3 epoch (loss 0.0048):  61%|██████    | 9729/16050 [1:46:11<1:20:09,  1.31it/s]
Training 2/3 epoch (loss 0.0048):  61%|██████    | 9730/16050 [1:46:11<1:17:20,  1.36it/s]
Training 2/3 epoch (loss 0.0054):  61%|██████    | 9730/16050 [1:46:12<1:17:20,  1.36it/s]
Training 2/3 epoch (loss 0.0054):  61%|██████    | 9731/16050 [1:46:12<1:11:03,  1.48it/s]
Training 2/3 epoch (loss 0.0462):  61%|██████    | 9731/16050 [1:46:12<1:11:03,  1.48it/s]
Training 2/3 epoch (loss 0.0462):  61%|██████    | 9732/16050 [1:46:12<1:08:09,  1.54it/s]
Training 2/3 epoch (loss 0.2920):  61%|██████    | 9732/16050 [1:46:13<1:08:09,  1.54it/s]
Training 2/3 epoch (loss 0.2920):  61%|██████    | 9733/16050 [1:46:13<1:04:36,  1.63it/s]
Training 2/3 epoch (loss 0.0593):  61%|██████    | 9733/16050 [1:46:13<1:04:36,  1.63it/s]
Training 2/3 epoch (loss 0.0593):  61%|██████    | 9734/16050 [1:46:13<1:02:39,  1.68it/s]
Training 2/3 epoch (loss 0.0151):  61%|██████    | 9734/16050 [1:46:14<1:02:39,  1.68it/s]
Training 2/3 epoch (loss 0.0151):  61%|██████    | 9735/16050 [1:46:14<58:29,  1.80it/s]  
Training 2/3 epoch (loss 0.4732):  61%|██████    | 9735/16050 [1:46:15<58:29,  1.80it/s]
Training 2/3 epoch (loss 0.4732):  61%|██████    | 9736/16050 [1:46:15<1:01:32,  1.71it/s]
Training 2/3 epoch (loss 0.0052):  61%|██████    | 9736/16050 [1:46:15<1:01:32,  1.71it/s]
Training 2/3 epoch (loss 0.0052):  61%|██████    | 9737/16050 [1:46:15<57:03,  1.84it/s]  
Training 2/3 epoch (loss 0.0011):  61%|██████    | 9737/16050 [1:46:16<57:03,  1.84it/s]
Training 2/3 epoch (loss 0.0011):  61%|██████    | 9738/16050 [1:46:16<59:24,  1.77it/s]
Training 2/3 epoch (loss 0.3436):  61%|██████    | 9738/16050 [1:46:16<59:24,  1.77it/s]
Training 2/3 epoch (loss 0.3436):  61%|██████    | 9739/16050 [1:46:16<1:02:33,  1.68it/s]
Training 2/3 epoch (loss 0.0040):  61%|██████    | 9739/16050 [1:46:17<1:02:33,  1.68it/s]
Training 2/3 epoch (loss 0.0040):  61%|██████    | 9740/16050 [1:46:17<1:09:39,  1.51it/s]
Training 2/3 epoch (loss 0.0007):  61%|██████    | 9740/16050 [1:46:18<1:09:39,  1.51it/s]
Training 2/3 epoch (loss 0.0007):  61%|██████    | 9741/16050 [1:46:18<1:05:01,  1.62it/s]
Training 2/3 epoch (loss 0.2978):  61%|██████    | 9741/16050 [1:46:18<1:05:01,  1.62it/s]
Training 2/3 epoch (loss 0.2978):  61%|██████    | 9742/16050 [1:46:18<1:04:13,  1.64it/s]
Training 2/3 epoch (loss 0.0167):  61%|██████    | 9742/16050 [1:46:19<1:04:13,  1.64it/s]
Training 2/3 epoch (loss 0.0167):  61%|██████    | 9743/16050 [1:46:19<1:06:49,  1.57it/s]
Training 2/3 epoch (loss 0.0002):  61%|██████    | 9743/16050 [1:46:19<1:06:49,  1.57it/s]
Training 2/3 epoch (loss 0.0002):  61%|██████    | 9744/16050 [1:46:19<59:39,  1.76it/s]  
Training 2/3 epoch (loss 0.0023):  61%|██████    | 9744/16050 [1:46:20<59:39,  1.76it/s]
Training 2/3 epoch (loss 0.0023):  61%|██████    | 9745/16050 [1:46:20<1:06:11,  1.59it/s]
Training 2/3 epoch (loss 0.0260):  61%|██████    | 9745/16050 [1:46:20<1:06:11,  1.59it/s]
Training 2/3 epoch (loss 0.0260):  61%|██████    | 9746/16050 [1:46:20<59:50,  1.76it/s]  
Training 2/3 epoch (loss 0.4659):  61%|██████    | 9746/16050 [1:46:21<59:50,  1.76it/s]
Training 2/3 epoch (loss 0.4659):  61%|██████    | 9747/16050 [1:46:21<54:24,  1.93it/s]
Training 2/3 epoch (loss 0.0112):  61%|██████    | 9747/16050 [1:46:21<54:24,  1.93it/s]
Training 2/3 epoch (loss 0.0112):  61%|██████    | 9748/16050 [1:46:21<57:56,  1.81it/s]
Training 2/3 epoch (loss 0.5376):  61%|██████    | 9748/16050 [1:46:22<57:56,  1.81it/s]
Training 2/3 epoch (loss 0.5376):  61%|██████    | 9749/16050 [1:46:22<53:07,  1.98it/s]
Training 2/3 epoch (loss 0.0025):  61%|██████    | 9749/16050 [1:46:23<53:07,  1.98it/s]
Training 2/3 epoch (loss 0.0025):  61%|██████    | 9750/16050 [1:46:23<1:15:27,  1.39it/s]
Training 2/3 epoch (loss 0.0015):  61%|██████    | 9750/16050 [1:46:24<1:15:27,  1.39it/s]
Training 2/3 epoch (loss 0.0015):  61%|██████    | 9751/16050 [1:46:24<1:12:41,  1.44it/s]
Training 2/3 epoch (loss 0.0178):  61%|██████    | 9751/16050 [1:46:24<1:12:41,  1.44it/s]
Training 2/3 epoch (loss 0.0178):  61%|██████    | 9752/16050 [1:46:24<1:04:47,  1.62it/s]
Training 2/3 epoch (loss 0.2305):  61%|██████    | 9752/16050 [1:46:25<1:04:47,  1.62it/s]
Training 2/3 epoch (loss 0.2305):  61%|██████    | 9753/16050 [1:46:25<1:02:23,  1.68it/s]
Training 2/3 epoch (loss 0.3029):  61%|██████    | 9753/16050 [1:46:25<1:02:23,  1.68it/s]
Training 2/3 epoch (loss 0.3029):  61%|██████    | 9754/16050 [1:46:25<56:11,  1.87it/s]  
Training 2/3 epoch (loss 0.0017):  61%|██████    | 9754/16050 [1:46:26<56:11,  1.87it/s]
Training 2/3 epoch (loss 0.0017):  61%|██████    | 9755/16050 [1:46:26<52:12,  2.01it/s]
Training 2/3 epoch (loss 0.5683):  61%|██████    | 9755/16050 [1:46:26<52:12,  2.01it/s]
Training 2/3 epoch (loss 0.5683):  61%|██████    | 9756/16050 [1:46:26<53:16,  1.97it/s]
Training 2/3 epoch (loss 0.0013):  61%|██████    | 9756/16050 [1:46:26<53:16,  1.97it/s]
Training 2/3 epoch (loss 0.0013):  61%|██████    | 9757/16050 [1:46:26<49:19,  2.13it/s]
Training 2/3 epoch (loss 0.3477):  61%|██████    | 9757/16050 [1:46:27<49:19,  2.13it/s]
Training 2/3 epoch (loss 0.3477):  61%|██████    | 9758/16050 [1:46:27<47:27,  2.21it/s]
Training 2/3 epoch (loss 0.0601):  61%|██████    | 9758/16050 [1:46:27<47:27,  2.21it/s]
Training 2/3 epoch (loss 0.0601):  61%|██████    | 9759/16050 [1:46:27<50:32,  2.07it/s]
Training 2/3 epoch (loss 0.5158):  61%|██████    | 9759/16050 [1:46:28<50:32,  2.07it/s]
Training 2/3 epoch (loss 0.5158):  61%|██████    | 9760/16050 [1:46:28<49:57,  2.10it/s]
Training 2/3 epoch (loss 0.3105):  61%|██████    | 9760/16050 [1:46:28<49:57,  2.10it/s]
Training 2/3 epoch (loss 0.3105):  61%|██████    | 9761/16050 [1:46:28<46:55,  2.23it/s]
Training 2/3 epoch (loss 0.4125):  61%|██████    | 9761/16050 [1:46:29<46:55,  2.23it/s]
Training 2/3 epoch (loss 0.4125):  61%|██████    | 9762/16050 [1:46:29<49:09,  2.13it/s]
Training 2/3 epoch (loss 0.0005):  61%|██████    | 9762/16050 [1:46:29<49:09,  2.13it/s]
Training 2/3 epoch (loss 0.0005):  61%|██████    | 9763/16050 [1:46:29<55:07,  1.90it/s]
Training 2/3 epoch (loss 0.4079):  61%|██████    | 9763/16050 [1:46:30<55:07,  1.90it/s]
Training 2/3 epoch (loss 0.4079):  61%|██████    | 9764/16050 [1:46:30<54:21,  1.93it/s]
Training 2/3 epoch (loss 0.0008):  61%|██████    | 9764/16050 [1:46:30<54:21,  1.93it/s]
Training 2/3 epoch (loss 0.0008):  61%|██████    | 9765/16050 [1:46:30<55:13,  1.90it/s]
Training 2/3 epoch (loss 0.0012):  61%|██████    | 9765/16050 [1:46:31<55:13,  1.90it/s]
Training 2/3 epoch (loss 0.0012):  61%|██████    | 9766/16050 [1:46:31<50:09,  2.09it/s]
Training 2/3 epoch (loss 0.2628):  61%|██████    | 9766/16050 [1:46:33<50:09,  2.09it/s]
Training 2/3 epoch (loss 0.2628):  61%|██████    | 9767/16050 [1:46:33<1:44:55,  1.00s/it]
Training 2/3 epoch (loss 0.0554):  61%|██████    | 9767/16050 [1:46:34<1:44:55,  1.00s/it]
Training 2/3 epoch (loss 0.0554):  61%|██████    | 9768/16050 [1:46:34<1:28:05,  1.19it/s]
Training 2/3 epoch (loss 0.4558):  61%|██████    | 9768/16050 [1:46:34<1:28:05,  1.19it/s]
Training 2/3 epoch (loss 0.4558):  61%|██████    | 9769/16050 [1:46:34<1:20:53,  1.29it/s]
Training 2/3 epoch (loss 0.0003):  61%|██████    | 9769/16050 [1:46:35<1:20:53,  1.29it/s]
Training 2/3 epoch (loss 0.0003):  61%|██████    | 9770/16050 [1:46:35<1:14:47,  1.40it/s]
Training 2/3 epoch (loss 0.2083):  61%|██████    | 9770/16050 [1:46:37<1:14:47,  1.40it/s]
Training 2/3 epoch (loss 0.2083):  61%|██████    | 9771/16050 [1:46:37<2:02:54,  1.17s/it]
Training 2/3 epoch (loss 0.1213):  61%|██████    | 9771/16050 [1:46:38<2:02:54,  1.17s/it]
Training 2/3 epoch (loss 0.1213):  61%|██████    | 9772/16050 [1:46:38<1:48:25,  1.04s/it]
Training 2/3 epoch (loss 0.7766):  61%|██████    | 9772/16050 [1:46:38<1:48:25,  1.04s/it]
Training 2/3 epoch (loss 0.7766):  61%|██████    | 9773/16050 [1:46:38<1:27:32,  1.20it/s]
Training 2/3 epoch (loss 0.0001):  61%|██████    | 9773/16050 [1:46:39<1:27:32,  1.20it/s]
Training 2/3 epoch (loss 0.0001):  61%|██████    | 9774/16050 [1:46:39<1:15:52,  1.38it/s]
Training 2/3 epoch (loss 0.0165):  61%|██████    | 9774/16050 [1:46:39<1:15:52,  1.38it/s]
Training 2/3 epoch (loss 0.0165):  61%|██████    | 9775/16050 [1:46:39<1:17:58,  1.34it/s]
Training 2/3 epoch (loss 0.0103):  61%|██████    | 9775/16050 [1:46:40<1:17:58,  1.34it/s]
Training 2/3 epoch (loss 0.0103):  61%|██████    | 9776/16050 [1:46:40<1:13:48,  1.42it/s]
Training 2/3 epoch (loss 0.0094):  61%|██████    | 9776/16050 [1:46:40<1:13:48,  1.42it/s]
Training 2/3 epoch (loss 0.0094):  61%|██████    | 9777/16050 [1:46:40<1:04:21,  1.62it/s]
Training 2/3 epoch (loss 0.2616):  61%|██████    | 9777/16050 [1:46:41<1:04:21,  1.62it/s]
Training 2/3 epoch (loss 0.2616):  61%|██████    | 9778/16050 [1:46:41<1:07:02,  1.56it/s]
Training 2/3 epoch (loss 0.0757):  61%|██████    | 9778/16050 [1:46:42<1:07:02,  1.56it/s]
Training 2/3 epoch (loss 0.0757):  61%|██████    | 9779/16050 [1:46:42<1:03:46,  1.64it/s]
Training 2/3 epoch (loss 0.3850):  61%|██████    | 9779/16050 [1:46:42<1:03:46,  1.64it/s]
Training 2/3 epoch (loss 0.3850):  61%|██████    | 9780/16050 [1:46:42<58:41,  1.78it/s]  
Training 2/3 epoch (loss 0.4139):  61%|██████    | 9780/16050 [1:46:43<58:41,  1.78it/s]
Training 2/3 epoch (loss 0.4139):  61%|██████    | 9781/16050 [1:46:43<56:46,  1.84it/s]
Training 2/3 epoch (loss 0.0064):  61%|██████    | 9781/16050 [1:46:43<56:46,  1.84it/s]
Training 2/3 epoch (loss 0.0064):  61%|██████    | 9782/16050 [1:46:43<58:30,  1.79it/s]
Training 2/3 epoch (loss 0.0593):  61%|██████    | 9782/16050 [1:46:44<58:30,  1.79it/s]
Training 2/3 epoch (loss 0.0593):  61%|██████    | 9783/16050 [1:46:44<1:00:31,  1.73it/s]
Training 2/3 epoch (loss 0.4831):  61%|██████    | 9783/16050 [1:46:46<1:00:31,  1.73it/s]
Training 2/3 epoch (loss 0.4831):  61%|██████    | 9784/16050 [1:46:46<1:55:34,  1.11s/it]
Training 2/3 epoch (loss 0.0229):  61%|██████    | 9784/16050 [1:46:47<1:55:34,  1.11s/it]
Training 2/3 epoch (loss 0.0229):  61%|██████    | 9785/16050 [1:46:47<1:40:09,  1.04it/s]
Training 2/3 epoch (loss 0.0849):  61%|██████    | 9785/16050 [1:46:47<1:40:09,  1.04it/s]
Training 2/3 epoch (loss 0.0849):  61%|██████    | 9786/16050 [1:46:47<1:27:36,  1.19it/s]
Training 2/3 epoch (loss 0.0326):  61%|██████    | 9786/16050 [1:46:48<1:27:36,  1.19it/s]
Training 2/3 epoch (loss 0.0326):  61%|██████    | 9787/16050 [1:46:48<1:20:53,  1.29it/s]
Training 2/3 epoch (loss 0.0781):  61%|██████    | 9787/16050 [1:46:48<1:20:53,  1.29it/s]
Training 2/3 epoch (loss 0.0781):  61%|██████    | 9788/16050 [1:46:48<1:09:43,  1.50it/s]
Training 2/3 epoch (loss 0.0377):  61%|██████    | 9788/16050 [1:46:49<1:09:43,  1.50it/s]
Training 2/3 epoch (loss 0.0377):  61%|██████    | 9789/16050 [1:46:49<1:07:50,  1.54it/s]
Training 2/3 epoch (loss 0.3818):  61%|██████    | 9789/16050 [1:46:49<1:07:50,  1.54it/s]
Training 2/3 epoch (loss 0.3818):  61%|██████    | 9790/16050 [1:46:49<1:01:26,  1.70it/s]
Training 2/3 epoch (loss 0.0211):  61%|██████    | 9790/16050 [1:46:50<1:01:26,  1.70it/s]
Training 2/3 epoch (loss 0.0211):  61%|██████    | 9791/16050 [1:46:50<1:02:23,  1.67it/s]
Training 2/3 epoch (loss 0.0005):  61%|██████    | 9791/16050 [1:46:51<1:02:23,  1.67it/s]
Training 2/3 epoch (loss 0.0005):  61%|██████    | 9792/16050 [1:46:51<1:03:35,  1.64it/s]
Training 2/3 epoch (loss 0.6186):  61%|██████    | 9792/16050 [1:46:51<1:03:35,  1.64it/s]
Training 2/3 epoch (loss 0.6186):  61%|██████    | 9793/16050 [1:46:51<58:29,  1.78it/s]  
Training 2/3 epoch (loss 0.0391):  61%|██████    | 9793/16050 [1:46:52<58:29,  1.78it/s]
Training 2/3 epoch (loss 0.0391):  61%|██████    | 9794/16050 [1:46:52<59:33,  1.75it/s]
Training 2/3 epoch (loss 0.0012):  61%|██████    | 9794/16050 [1:46:52<59:33,  1.75it/s]
Training 2/3 epoch (loss 0.0012):  61%|██████    | 9795/16050 [1:46:52<52:34,  1.98it/s]
Training 2/3 epoch (loss 0.0419):  61%|██████    | 9795/16050 [1:46:53<52:34,  1.98it/s]
Training 2/3 epoch (loss 0.0419):  61%|██████    | 9796/16050 [1:46:53<55:16,  1.89it/s]
Training 2/3 epoch (loss 0.4106):  61%|██████    | 9796/16050 [1:46:53<55:16,  1.89it/s]
Training 2/3 epoch (loss 0.4106):  61%|██████    | 9797/16050 [1:46:53<49:52,  2.09it/s]
Training 2/3 epoch (loss 0.0021):  61%|██████    | 9797/16050 [1:46:54<49:52,  2.09it/s]
Training 2/3 epoch (loss 0.0021):  61%|██████    | 9798/16050 [1:46:54<1:00:25,  1.72it/s]
Training 2/3 epoch (loss 0.0558):  61%|██████    | 9798/16050 [1:46:54<1:00:25,  1.72it/s]
Training 2/3 epoch (loss 0.0558):  61%|██████    | 9799/16050 [1:46:54<55:20,  1.88it/s]  
Training 2/3 epoch (loss 0.0017):  61%|██████    | 9799/16050 [1:46:55<55:20,  1.88it/s]
Training 2/3 epoch (loss 0.0017):  61%|██████    | 9800/16050 [1:46:55<57:26,  1.81it/s]
Training 2/3 epoch (loss 0.5807):  61%|██████    | 9800/16050 [1:46:55<57:26,  1.81it/s]
Training 2/3 epoch (loss 0.5807):  61%|██████    | 9801/16050 [1:46:55<52:54,  1.97it/s]
Training 2/3 epoch (loss 0.2882):  61%|██████    | 9801/16050 [1:46:56<52:54,  1.97it/s]
Training 2/3 epoch (loss 0.2882):  61%|██████    | 9802/16050 [1:46:56<56:04,  1.86it/s]
Training 2/3 epoch (loss 0.0022):  61%|██████    | 9802/16050 [1:46:56<56:04,  1.86it/s]
Training 2/3 epoch (loss 0.0022):  61%|██████    | 9803/16050 [1:46:56<53:19,  1.95it/s]
Training 2/3 epoch (loss 0.0028):  61%|██████    | 9803/16050 [1:46:57<53:19,  1.95it/s]
Training 2/3 epoch (loss 0.0028):  61%|██████    | 9804/16050 [1:46:57<51:47,  2.01it/s]
Training 2/3 epoch (loss 0.5027):  61%|██████    | 9804/16050 [1:46:57<51:47,  2.01it/s]
Training 2/3 epoch (loss 0.5027):  61%|██████    | 9805/16050 [1:46:57<57:21,  1.81it/s]
Training 2/3 epoch (loss 0.0002):  61%|██████    | 9805/16050 [1:46:58<57:21,  1.81it/s]
Training 2/3 epoch (loss 0.0002):  61%|██████    | 9806/16050 [1:46:58<59:53,  1.74it/s]
Training 2/3 epoch (loss 0.0533):  61%|██████    | 9806/16050 [1:46:58<59:53,  1.74it/s]
Training 2/3 epoch (loss 0.0533):  61%|██████    | 9807/16050 [1:46:58<53:32,  1.94it/s]
Training 2/3 epoch (loss 0.8015):  61%|██████    | 9807/16050 [1:46:59<53:32,  1.94it/s]
Training 2/3 epoch (loss 0.8015):  61%|██████    | 9808/16050 [1:46:59<56:36,  1.84it/s]
Training 2/3 epoch (loss 0.0662):  61%|██████    | 9808/16050 [1:47:00<56:36,  1.84it/s]
Training 2/3 epoch (loss 0.0662):  61%|██████    | 9809/16050 [1:47:00<59:54,  1.74it/s]
Training 2/3 epoch (loss 0.0333):  61%|██████    | 9809/16050 [1:47:00<59:54,  1.74it/s]
Training 2/3 epoch (loss 0.0333):  61%|██████    | 9810/16050 [1:47:00<58:35,  1.78it/s]
Training 2/3 epoch (loss 0.0908):  61%|██████    | 9810/16050 [1:47:01<58:35,  1.78it/s]
Training 2/3 epoch (loss 0.0908):  61%|██████    | 9811/16050 [1:47:01<57:40,  1.80it/s]
Training 2/3 epoch (loss 0.3595):  61%|██████    | 9811/16050 [1:47:01<57:40,  1.80it/s]
Training 2/3 epoch (loss 0.3595):  61%|██████    | 9812/16050 [1:47:01<59:42,  1.74it/s]
Training 2/3 epoch (loss 0.0321):  61%|██████    | 9812/16050 [1:47:02<59:42,  1.74it/s]
Training 2/3 epoch (loss 0.0321):  61%|██████    | 9813/16050 [1:47:02<54:59,  1.89it/s]
Training 2/3 epoch (loss 0.1800):  61%|██████    | 9813/16050 [1:47:03<54:59,  1.89it/s]
Training 2/3 epoch (loss 0.1800):  61%|██████    | 9814/16050 [1:47:03<1:02:48,  1.65it/s]
Training 2/3 epoch (loss 0.0129):  61%|██████    | 9814/16050 [1:47:03<1:02:48,  1.65it/s]
Training 2/3 epoch (loss 0.0129):  61%|██████    | 9815/16050 [1:47:03<1:01:16,  1.70it/s]
Training 2/3 epoch (loss 0.1336):  61%|██████    | 9815/16050 [1:47:03<1:01:16,  1.70it/s]
Training 2/3 epoch (loss 0.1336):  61%|██████    | 9816/16050 [1:47:03<54:32,  1.90it/s]  
Training 2/3 epoch (loss 0.0550):  61%|██████    | 9816/16050 [1:47:04<54:32,  1.90it/s]
Training 2/3 epoch (loss 0.0550):  61%|██████    | 9817/16050 [1:47:04<57:47,  1.80it/s]
Training 2/3 epoch (loss 0.0009):  61%|██████    | 9817/16050 [1:47:05<57:47,  1.80it/s]
Training 2/3 epoch (loss 0.0009):  61%|██████    | 9818/16050 [1:47:05<54:39,  1.90it/s]
Training 2/3 epoch (loss 0.0277):  61%|██████    | 9818/16050 [1:47:06<54:39,  1.90it/s]
Training 2/3 epoch (loss 0.0277):  61%|██████    | 9819/16050 [1:47:06<1:09:21,  1.50it/s]
Training 2/3 epoch (loss 0.0090):  61%|██████    | 9819/16050 [1:47:06<1:09:21,  1.50it/s]
Training 2/3 epoch (loss 0.0090):  61%|██████    | 9820/16050 [1:47:06<1:05:23,  1.59it/s]
Training 2/3 epoch (loss 0.1296):  61%|██████    | 9820/16050 [1:47:07<1:05:23,  1.59it/s]
Training 2/3 epoch (loss 0.1296):  61%|██████    | 9821/16050 [1:47:07<58:35,  1.77it/s]  
Training 2/3 epoch (loss 0.0078):  61%|██████    | 9821/16050 [1:47:07<58:35,  1.77it/s]
Training 2/3 epoch (loss 0.0078):  61%|██████    | 9822/16050 [1:47:07<1:00:46,  1.71it/s]
Training 2/3 epoch (loss 0.3497):  61%|██████    | 9822/16050 [1:47:08<1:00:46,  1.71it/s]
Training 2/3 epoch (loss 0.3497):  61%|██████    | 9823/16050 [1:47:08<55:31,  1.87it/s]  
Training 2/3 epoch (loss 0.2438):  61%|██████    | 9823/16050 [1:47:08<55:31,  1.87it/s]
Training 2/3 epoch (loss 0.2438):  61%|██████    | 9824/16050 [1:47:08<51:48,  2.00it/s]
Training 2/3 epoch (loss 0.0134):  61%|██████    | 9824/16050 [1:47:09<51:48,  2.00it/s]
Training 2/3 epoch (loss 0.0134):  61%|██████    | 9825/16050 [1:47:09<52:50,  1.96it/s]
Training 2/3 epoch (loss 0.0068):  61%|██████    | 9825/16050 [1:47:09<52:50,  1.96it/s]
Training 2/3 epoch (loss 0.0068):  61%|██████    | 9826/16050 [1:47:09<51:30,  2.01it/s]
Training 2/3 epoch (loss 0.0278):  61%|██████    | 9826/16050 [1:47:09<51:30,  2.01it/s]
Training 2/3 epoch (loss 0.0278):  61%|██████    | 9827/16050 [1:47:09<46:33,  2.23it/s]
Training 2/3 epoch (loss 0.0014):  61%|██████    | 9827/16050 [1:47:10<46:33,  2.23it/s]
Training 2/3 epoch (loss 0.0014):  61%|██████    | 9828/16050 [1:47:10<43:43,  2.37it/s]
Training 2/3 epoch (loss 0.4121):  61%|██████    | 9828/16050 [1:47:10<43:43,  2.37it/s]
Training 2/3 epoch (loss 0.4121):  61%|██████    | 9829/16050 [1:47:10<41:02,  2.53it/s]
Training 2/3 epoch (loss 0.0232):  61%|██████    | 9829/16050 [1:47:11<41:02,  2.53it/s]
Training 2/3 epoch (loss 0.0232):  61%|██████    | 9830/16050 [1:47:11<45:04,  2.30it/s]
Training 2/3 epoch (loss 0.0242):  61%|██████    | 9830/16050 [1:47:11<45:04,  2.30it/s]
Training 2/3 epoch (loss 0.0242):  61%|██████▏   | 9831/16050 [1:47:11<44:13,  2.34it/s]
Training 2/3 epoch (loss 0.3653):  61%|██████▏   | 9831/16050 [1:47:11<44:13,  2.34it/s]
Training 2/3 epoch (loss 0.3653):  61%|██████▏   | 9832/16050 [1:47:11<43:35,  2.38it/s]
Training 2/3 epoch (loss 0.0515):  61%|██████▏   | 9832/16050 [1:47:12<43:35,  2.38it/s]
Training 2/3 epoch (loss 0.0515):  61%|██████▏   | 9833/16050 [1:47:12<42:50,  2.42it/s]
Training 2/3 epoch (loss 0.0124):  61%|██████▏   | 9833/16050 [1:47:12<42:50,  2.42it/s]
Training 2/3 epoch (loss 0.0124):  61%|██████▏   | 9834/16050 [1:47:12<46:23,  2.23it/s]
Training 2/3 epoch (loss 0.0404):  61%|██████▏   | 9834/16050 [1:47:13<46:23,  2.23it/s]
Training 2/3 epoch (loss 0.0404):  61%|██████▏   | 9835/16050 [1:47:13<53:12,  1.95it/s]
Training 2/3 epoch (loss 0.0052):  61%|██████▏   | 9835/16050 [1:47:14<53:12,  1.95it/s]
Training 2/3 epoch (loss 0.0052):  61%|██████▏   | 9836/16050 [1:47:14<1:02:25,  1.66it/s]
Training 2/3 epoch (loss 0.2019):  61%|██████▏   | 9836/16050 [1:47:16<1:02:25,  1.66it/s]
Training 2/3 epoch (loss 0.2019):  61%|██████▏   | 9837/16050 [1:47:16<1:53:18,  1.09s/it]
Training 2/3 epoch (loss 0.2585):  61%|██████▏   | 9837/16050 [1:47:16<1:53:18,  1.09s/it]
Training 2/3 epoch (loss 0.2585):  61%|██████▏   | 9838/16050 [1:47:16<1:32:10,  1.12it/s]
Training 2/3 epoch (loss 0.0541):  61%|██████▏   | 9838/16050 [1:47:17<1:32:10,  1.12it/s]
Training 2/3 epoch (loss 0.0541):  61%|██████▏   | 9839/16050 [1:47:17<1:34:55,  1.09it/s]
Training 2/3 epoch (loss 0.0007):  61%|██████▏   | 9839/16050 [1:47:18<1:34:55,  1.09it/s]
Training 2/3 epoch (loss 0.0007):  61%|██████▏   | 9840/16050 [1:47:18<1:20:20,  1.29it/s]
Training 2/3 epoch (loss 0.0209):  61%|██████▏   | 9840/16050 [1:47:19<1:20:20,  1.29it/s]
Training 2/3 epoch (loss 0.0209):  61%|██████▏   | 9841/16050 [1:47:19<1:24:44,  1.22it/s]
Training 2/3 epoch (loss 0.2505):  61%|██████▏   | 9841/16050 [1:47:19<1:24:44,  1.22it/s]
Training 2/3 epoch (loss 0.2505):  61%|██████▏   | 9842/16050 [1:47:19<1:13:09,  1.41it/s]
Training 2/3 epoch (loss 0.0413):  61%|██████▏   | 9842/16050 [1:47:20<1:13:09,  1.41it/s]
Training 2/3 epoch (loss 0.0413):  61%|██████▏   | 9843/16050 [1:47:20<1:07:34,  1.53it/s]
Training 2/3 epoch (loss 0.4139):  61%|██████▏   | 9843/16050 [1:47:20<1:07:34,  1.53it/s]
Training 2/3 epoch (loss 0.4139):  61%|██████▏   | 9844/16050 [1:47:20<1:02:06,  1.67it/s]
Training 2/3 epoch (loss 0.0024):  61%|██████▏   | 9844/16050 [1:47:21<1:02:06,  1.67it/s]
Training 2/3 epoch (loss 0.0024):  61%|██████▏   | 9845/16050 [1:47:21<1:04:04,  1.61it/s]
Training 2/3 epoch (loss 0.0151):  61%|██████▏   | 9845/16050 [1:47:21<1:04:04,  1.61it/s]
Training 2/3 epoch (loss 0.0151):  61%|██████▏   | 9846/16050 [1:47:21<1:04:05,  1.61it/s]
Training 2/3 epoch (loss 0.0073):  61%|██████▏   | 9846/16050 [1:47:22<1:04:05,  1.61it/s]
Training 2/3 epoch (loss 0.0073):  61%|██████▏   | 9847/16050 [1:47:22<1:02:05,  1.67it/s]
Training 2/3 epoch (loss 0.0158):  61%|██████▏   | 9847/16050 [1:47:23<1:02:05,  1.67it/s]
Training 2/3 epoch (loss 0.0158):  61%|██████▏   | 9848/16050 [1:47:23<1:00:18,  1.71it/s]
Training 2/3 epoch (loss 0.0051):  61%|██████▏   | 9848/16050 [1:47:23<1:00:18,  1.71it/s]
Training 2/3 epoch (loss 0.0051):  61%|██████▏   | 9849/16050 [1:47:23<59:11,  1.75it/s]  
Training 2/3 epoch (loss 0.0552):  61%|██████▏   | 9849/16050 [1:47:24<59:11,  1.75it/s]
Training 2/3 epoch (loss 0.0552):  61%|██████▏   | 9850/16050 [1:47:24<1:00:51,  1.70it/s]
Training 2/3 epoch (loss 0.0029):  61%|██████▏   | 9850/16050 [1:47:24<1:00:51,  1.70it/s]
Training 2/3 epoch (loss 0.0029):  61%|██████▏   | 9851/16050 [1:47:24<1:04:32,  1.60it/s]
Training 2/3 epoch (loss 0.0004):  61%|██████▏   | 9851/16050 [1:47:25<1:04:32,  1.60it/s]
Training 2/3 epoch (loss 0.0004):  61%|██████▏   | 9852/16050 [1:47:25<59:22,  1.74it/s]  
Training 2/3 epoch (loss 0.0018):  61%|██████▏   | 9852/16050 [1:47:25<59:22,  1.74it/s]
Training 2/3 epoch (loss 0.0018):  61%|██████▏   | 9853/16050 [1:47:25<54:17,  1.90it/s]
Training 2/3 epoch (loss 0.1105):  61%|██████▏   | 9853/16050 [1:47:26<54:17,  1.90it/s]
Training 2/3 epoch (loss 0.1105):  61%|██████▏   | 9854/16050 [1:47:26<49:26,  2.09it/s]
Training 2/3 epoch (loss 0.4229):  61%|██████▏   | 9854/16050 [1:47:26<49:26,  2.09it/s]
Training 2/3 epoch (loss 0.4229):  61%|██████▏   | 9855/16050 [1:47:26<49:18,  2.09it/s]
Training 2/3 epoch (loss 0.2131):  61%|██████▏   | 9855/16050 [1:47:27<49:18,  2.09it/s]
Training 2/3 epoch (loss 0.2131):  61%|██████▏   | 9856/16050 [1:47:27<46:44,  2.21it/s]
Training 2/3 epoch (loss 0.0009):  61%|██████▏   | 9856/16050 [1:47:27<46:44,  2.21it/s]
Training 2/3 epoch (loss 0.0009):  61%|██████▏   | 9857/16050 [1:47:27<45:50,  2.25it/s]
Training 2/3 epoch (loss 0.0048):  61%|██████▏   | 9857/16050 [1:47:28<45:50,  2.25it/s]
Training 2/3 epoch (loss 0.0048):  61%|██████▏   | 9858/16050 [1:47:28<52:48,  1.95it/s]
Training 2/3 epoch (loss 0.0026):  61%|██████▏   | 9858/16050 [1:47:28<52:48,  1.95it/s]
Training 2/3 epoch (loss 0.0026):  61%|██████▏   | 9859/16050 [1:47:28<49:56,  2.07it/s]
Training 2/3 epoch (loss 0.4648):  61%|██████▏   | 9859/16050 [1:47:28<49:56,  2.07it/s]
Training 2/3 epoch (loss 0.4648):  61%|██████▏   | 9860/16050 [1:47:28<47:06,  2.19it/s]
Training 2/3 epoch (loss 0.0753):  61%|██████▏   | 9860/16050 [1:47:29<47:06,  2.19it/s]
Training 2/3 epoch (loss 0.0753):  61%|██████▏   | 9861/16050 [1:47:29<46:48,  2.20it/s]
Training 2/3 epoch (loss 0.0999):  61%|██████▏   | 9861/16050 [1:47:31<46:48,  2.20it/s]
Training 2/3 epoch (loss 0.0999):  61%|██████▏   | 9862/16050 [1:47:31<1:45:13,  1.02s/it]
Training 2/3 epoch (loss 0.2384):  61%|██████▏   | 9862/16050 [1:47:34<1:45:13,  1.02s/it]
Training 2/3 epoch (loss 0.2384):  61%|██████▏   | 9863/16050 [1:47:34<2:27:25,  1.43s/it]
Training 2/3 epoch (loss 0.0401):  61%|██████▏   | 9863/16050 [1:47:34<2:27:25,  1.43s/it]
Training 2/3 epoch (loss 0.0401):  61%|██████▏   | 9864/16050 [1:47:34<1:55:43,  1.12s/it]
Training 2/3 epoch (loss 0.3567):  61%|██████▏   | 9864/16050 [1:47:34<1:55:43,  1.12s/it]
Training 2/3 epoch (loss 0.3567):  61%|██████▏   | 9865/16050 [1:47:34<1:31:50,  1.12it/s]
Training 2/3 epoch (loss 0.2119):  61%|██████▏   | 9865/16050 [1:47:35<1:31:50,  1.12it/s]
Training 2/3 epoch (loss 0.2119):  61%|██████▏   | 9866/16050 [1:47:35<1:18:37,  1.31it/s]
Training 2/3 epoch (loss 0.0033):  61%|██████▏   | 9866/16050 [1:47:35<1:18:37,  1.31it/s]
Training 2/3 epoch (loss 0.0033):  61%|██████▏   | 9867/16050 [1:47:35<1:07:29,  1.53it/s]
Training 2/3 epoch (loss 0.0383):  61%|██████▏   | 9867/16050 [1:47:36<1:07:29,  1.53it/s]
Training 2/3 epoch (loss 0.0383):  61%|██████▏   | 9868/16050 [1:47:36<1:16:16,  1.35it/s]
Training 2/3 epoch (loss 0.0012):  61%|██████▏   | 9868/16050 [1:47:37<1:16:16,  1.35it/s]
Training 2/3 epoch (loss 0.0012):  61%|██████▏   | 9869/16050 [1:47:37<1:06:31,  1.55it/s]
Training 2/3 epoch (loss 0.5715):  61%|██████▏   | 9869/16050 [1:47:37<1:06:31,  1.55it/s]
Training 2/3 epoch (loss 0.5715):  61%|██████▏   | 9870/16050 [1:47:37<58:56,  1.75it/s]  
Training 2/3 epoch (loss 0.0506):  61%|██████▏   | 9870/16050 [1:47:38<58:56,  1.75it/s]
Training 2/3 epoch (loss 0.0506):  62%|██████▏   | 9871/16050 [1:47:38<57:41,  1.79it/s]
Training 2/3 epoch (loss 0.0003):  62%|██████▏   | 9871/16050 [1:47:38<57:41,  1.79it/s]
Training 2/3 epoch (loss 0.0003):  62%|██████▏   | 9872/16050 [1:47:38<52:36,  1.96it/s]
Training 2/3 epoch (loss 0.0479):  62%|██████▏   | 9872/16050 [1:47:39<52:36,  1.96it/s]
Training 2/3 epoch (loss 0.0479):  62%|██████▏   | 9873/16050 [1:47:39<55:46,  1.85it/s]
Training 2/3 epoch (loss 0.0173):  62%|██████▏   | 9873/16050 [1:47:39<55:46,  1.85it/s]
Training 2/3 epoch (loss 0.0173):  62%|██████▏   | 9874/16050 [1:47:39<59:15,  1.74it/s]
Training 2/3 epoch (loss 0.0159):  62%|██████▏   | 9874/16050 [1:47:40<59:15,  1.74it/s]
Training 2/3 epoch (loss 0.0159):  62%|██████▏   | 9875/16050 [1:47:40<1:01:02,  1.69it/s]
Training 2/3 epoch (loss 0.5209):  62%|██████▏   | 9875/16050 [1:47:40<1:01:02,  1.69it/s]
Training 2/3 epoch (loss 0.5209):  62%|██████▏   | 9876/16050 [1:47:40<56:57,  1.81it/s]  
Training 2/3 epoch (loss 0.7162):  62%|██████▏   | 9876/16050 [1:47:41<56:57,  1.81it/s]
Training 2/3 epoch (loss 0.7162):  62%|██████▏   | 9877/16050 [1:47:41<52:36,  1.96it/s]
Training 2/3 epoch (loss 0.0225):  62%|██████▏   | 9877/16050 [1:47:41<52:36,  1.96it/s]
Training 2/3 epoch (loss 0.0225):  62%|██████▏   | 9878/16050 [1:47:41<51:11,  2.01it/s]
Training 2/3 epoch (loss 0.2446):  62%|██████▏   | 9878/16050 [1:47:42<51:11,  2.01it/s]
Training 2/3 epoch (loss 0.2446):  62%|██████▏   | 9879/16050 [1:47:42<48:29,  2.12it/s]
Training 2/3 epoch (loss 0.2353):  62%|██████▏   | 9879/16050 [1:47:43<48:29,  2.12it/s]
Training 2/3 epoch (loss 0.2353):  62%|██████▏   | 9880/16050 [1:47:43<1:04:55,  1.58it/s]
Training 2/3 epoch (loss 0.3266):  62%|██████▏   | 9880/16050 [1:47:43<1:04:55,  1.58it/s]
Training 2/3 epoch (loss 0.3266):  62%|██████▏   | 9881/16050 [1:47:43<59:57,  1.71it/s]  
Training 2/3 epoch (loss 0.0014):  62%|██████▏   | 9881/16050 [1:47:44<59:57,  1.71it/s]
Training 2/3 epoch (loss 0.0014):  62%|██████▏   | 9882/16050 [1:47:44<54:10,  1.90it/s]
Training 2/3 epoch (loss 0.4253):  62%|██████▏   | 9882/16050 [1:47:44<54:10,  1.90it/s]
Training 2/3 epoch (loss 0.4253):  62%|██████▏   | 9883/16050 [1:47:44<52:27,  1.96it/s]
Training 2/3 epoch (loss 0.2693):  62%|██████▏   | 9883/16050 [1:47:45<52:27,  1.96it/s]
Training 2/3 epoch (loss 0.2693):  62%|██████▏   | 9884/16050 [1:47:45<57:02,  1.80it/s]
Training 2/3 epoch (loss 0.0296):  62%|██████▏   | 9884/16050 [1:47:45<57:02,  1.80it/s]
Training 2/3 epoch (loss 0.0296):  62%|██████▏   | 9885/16050 [1:47:45<54:15,  1.89it/s]
Training 2/3 epoch (loss 0.0598):  62%|██████▏   | 9885/16050 [1:47:45<54:15,  1.89it/s]
Training 2/3 epoch (loss 0.0598):  62%|██████▏   | 9886/16050 [1:47:45<49:08,  2.09it/s]
Training 2/3 epoch (loss 0.0004):  62%|██████▏   | 9886/16050 [1:47:46<49:08,  2.09it/s]
Training 2/3 epoch (loss 0.0004):  62%|██████▏   | 9887/16050 [1:47:46<48:08,  2.13it/s]
Training 2/3 epoch (loss 0.1168):  62%|██████▏   | 9887/16050 [1:47:47<48:08,  2.13it/s]
Training 2/3 epoch (loss 0.1168):  62%|██████▏   | 9888/16050 [1:47:47<52:48,  1.95it/s]
Training 2/3 epoch (loss 0.2859):  62%|██████▏   | 9888/16050 [1:47:47<52:48,  1.95it/s]
Training 2/3 epoch (loss 0.2859):  62%|██████▏   | 9889/16050 [1:47:47<49:34,  2.07it/s]
Training 2/3 epoch (loss 0.0440):  62%|██████▏   | 9889/16050 [1:47:47<49:34,  2.07it/s]
Training 2/3 epoch (loss 0.0440):  62%|██████▏   | 9890/16050 [1:47:47<48:44,  2.11it/s]
Training 2/3 epoch (loss 0.0033):  62%|██████▏   | 9890/16050 [1:47:48<48:44,  2.11it/s]
Training 2/3 epoch (loss 0.0033):  62%|██████▏   | 9891/16050 [1:47:48<46:55,  2.19it/s]
Training 2/3 epoch (loss 0.3649):  62%|██████▏   | 9891/16050 [1:47:48<46:55,  2.19it/s]
Training 2/3 epoch (loss 0.3649):  62%|██████▏   | 9892/16050 [1:47:48<48:59,  2.09it/s]
Training 2/3 epoch (loss 0.3059):  62%|██████▏   | 9892/16050 [1:47:49<48:59,  2.09it/s]
Training 2/3 epoch (loss 0.3059):  62%|██████▏   | 9893/16050 [1:47:49<52:22,  1.96it/s]
Training 2/3 epoch (loss 0.4278):  62%|██████▏   | 9893/16050 [1:47:50<52:22,  1.96it/s]
Training 2/3 epoch (loss 0.4278):  62%|██████▏   | 9894/16050 [1:47:50<1:17:38,  1.32it/s]
Training 2/3 epoch (loss 0.0040):  62%|██████▏   | 9894/16050 [1:47:51<1:17:38,  1.32it/s]
Training 2/3 epoch (loss 0.0040):  62%|██████▏   | 9895/16050 [1:47:51<1:11:51,  1.43it/s]
Training 2/3 epoch (loss 0.0069):  62%|██████▏   | 9895/16050 [1:47:51<1:11:51,  1.43it/s]
Training 2/3 epoch (loss 0.0069):  62%|██████▏   | 9896/16050 [1:47:51<1:10:58,  1.44it/s]
Training 2/3 epoch (loss 0.3861):  62%|██████▏   | 9896/16050 [1:47:54<1:10:58,  1.44it/s]
Training 2/3 epoch (loss 0.3861):  62%|██████▏   | 9897/16050 [1:47:54<2:02:04,  1.19s/it]
Training 2/3 epoch (loss 0.0021):  62%|██████▏   | 9897/16050 [1:47:54<2:02:04,  1.19s/it]
Training 2/3 epoch (loss 0.0021):  62%|██████▏   | 9898/16050 [1:47:54<1:38:55,  1.04it/s]
Training 2/3 epoch (loss 0.0623):  62%|██████▏   | 9898/16050 [1:47:55<1:38:55,  1.04it/s]
Training 2/3 epoch (loss 0.0623):  62%|██████▏   | 9899/16050 [1:47:55<1:29:58,  1.14it/s]
Training 2/3 epoch (loss 0.0011):  62%|██████▏   | 9899/16050 [1:47:56<1:29:58,  1.14it/s]
Training 2/3 epoch (loss 0.0011):  62%|██████▏   | 9900/16050 [1:47:56<1:27:38,  1.17it/s]
Training 2/3 epoch (loss 0.2296):  62%|██████▏   | 9900/16050 [1:47:58<1:27:38,  1.17it/s]
Training 2/3 epoch (loss 0.2296):  62%|██████▏   | 9901/16050 [1:47:58<2:10:24,  1.27s/it]
Training 2/3 epoch (loss 0.0064):  62%|██████▏   | 9901/16050 [1:47:59<2:10:24,  1.27s/it]
Training 2/3 epoch (loss 0.0064):  62%|██████▏   | 9902/16050 [1:47:59<1:51:22,  1.09s/it]
Training 2/3 epoch (loss 0.0068):  62%|██████▏   | 9902/16050 [1:47:59<1:51:22,  1.09s/it]
Training 2/3 epoch (loss 0.0068):  62%|██████▏   | 9903/16050 [1:47:59<1:30:55,  1.13it/s]
Training 2/3 epoch (loss 0.2063):  62%|██████▏   | 9903/16050 [1:48:00<1:30:55,  1.13it/s]
Training 2/3 epoch (loss 0.2063):  62%|██████▏   | 9904/16050 [1:48:00<1:17:47,  1.32it/s]
Training 2/3 epoch (loss 0.2245):  62%|██████▏   | 9904/16050 [1:48:00<1:17:47,  1.32it/s]
Training 2/3 epoch (loss 0.2245):  62%|██████▏   | 9905/16050 [1:48:00<1:07:24,  1.52it/s]
Training 2/3 epoch (loss 0.0555):  62%|██████▏   | 9905/16050 [1:48:00<1:07:24,  1.52it/s]
Training 2/3 epoch (loss 0.0555):  62%|██████▏   | 9906/16050 [1:48:00<1:02:41,  1.63it/s]
Training 2/3 epoch (loss 0.0212):  62%|██████▏   | 9906/16050 [1:48:01<1:02:41,  1.63it/s]
Training 2/3 epoch (loss 0.0212):  62%|██████▏   | 9907/16050 [1:48:01<1:04:05,  1.60it/s]
Training 2/3 epoch (loss 0.0078):  62%|██████▏   | 9907/16050 [1:48:02<1:04:05,  1.60it/s]
Training 2/3 epoch (loss 0.0078):  62%|██████▏   | 9908/16050 [1:48:02<56:17,  1.82it/s]  
Training 2/3 epoch (loss 0.0217):  62%|██████▏   | 9908/16050 [1:48:02<56:17,  1.82it/s]
Training 2/3 epoch (loss 0.0217):  62%|██████▏   | 9909/16050 [1:48:02<59:06,  1.73it/s]
Training 2/3 epoch (loss 0.1435):  62%|██████▏   | 9909/16050 [1:48:03<59:06,  1.73it/s]
Training 2/3 epoch (loss 0.1435):  62%|██████▏   | 9910/16050 [1:48:03<1:01:37,  1.66it/s]
Training 2/3 epoch (loss 0.0144):  62%|██████▏   | 9910/16050 [1:48:03<1:01:37,  1.66it/s]
Training 2/3 epoch (loss 0.0144):  62%|██████▏   | 9911/16050 [1:48:03<58:30,  1.75it/s]  
Training 2/3 epoch (loss 0.4182):  62%|██████▏   | 9911/16050 [1:48:04<58:30,  1.75it/s]
Training 2/3 epoch (loss 0.4182):  62%|██████▏   | 9912/16050 [1:48:04<53:26,  1.91it/s]
Training 2/3 epoch (loss 0.4391):  62%|██████▏   | 9912/16050 [1:48:04<53:26,  1.91it/s]
Training 2/3 epoch (loss 0.4391):  62%|██████▏   | 9913/16050 [1:48:04<55:10,  1.85it/s]
Training 2/3 epoch (loss 0.0000):  62%|██████▏   | 9913/16050 [1:48:05<55:10,  1.85it/s]
Training 2/3 epoch (loss 0.0000):  62%|██████▏   | 9914/16050 [1:48:05<52:45,  1.94it/s]
Training 2/3 epoch (loss 0.0399):  62%|██████▏   | 9914/16050 [1:48:05<52:45,  1.94it/s]
Training 2/3 epoch (loss 0.0399):  62%|██████▏   | 9915/16050 [1:48:05<49:39,  2.06it/s]
Training 2/3 epoch (loss 0.3876):  62%|██████▏   | 9915/16050 [1:48:06<49:39,  2.06it/s]
Training 2/3 epoch (loss 0.3876):  62%|██████▏   | 9916/16050 [1:48:06<45:04,  2.27it/s]
Training 2/3 epoch (loss 0.4222):  62%|██████▏   | 9916/16050 [1:48:06<45:04,  2.27it/s]
Training 2/3 epoch (loss 0.4222):  62%|██████▏   | 9917/16050 [1:48:06<50:21,  2.03it/s]
Training 2/3 epoch (loss 0.0770):  62%|██████▏   | 9917/16050 [1:48:07<50:21,  2.03it/s]
Training 2/3 epoch (loss 0.0770):  62%|██████▏   | 9918/16050 [1:48:07<49:10,  2.08it/s]
Training 2/3 epoch (loss 0.2033):  62%|██████▏   | 9918/16050 [1:48:07<49:10,  2.08it/s]
Training 2/3 epoch (loss 0.2033):  62%|██████▏   | 9919/16050 [1:48:07<50:22,  2.03it/s]
Training 2/3 epoch (loss 0.4533):  62%|██████▏   | 9919/16050 [1:48:07<50:22,  2.03it/s]
Training 2/3 epoch (loss 0.4533):  62%|██████▏   | 9920/16050 [1:48:07<47:19,  2.16it/s]
Training 2/3 epoch (loss 0.2576):  62%|██████▏   | 9920/16050 [1:48:10<47:19,  2.16it/s]
Training 2/3 epoch (loss 0.2576):  62%|██████▏   | 9921/16050 [1:48:10<1:41:33,  1.01it/s]
Training 2/3 epoch (loss 0.0011):  62%|██████▏   | 9921/16050 [1:48:10<1:41:33,  1.01it/s]
Training 2/3 epoch (loss 0.0011):  62%|██████▏   | 9922/16050 [1:48:10<1:24:01,  1.22it/s]
Training 2/3 epoch (loss 0.4081):  62%|██████▏   | 9922/16050 [1:48:11<1:24:01,  1.22it/s]
Training 2/3 epoch (loss 0.4081):  62%|██████▏   | 9923/16050 [1:48:11<1:17:29,  1.32it/s]
Training 2/3 epoch (loss 0.0001):  62%|██████▏   | 9923/16050 [1:48:11<1:17:29,  1.32it/s]
Training 2/3 epoch (loss 0.0001):  62%|██████▏   | 9924/16050 [1:48:11<1:07:04,  1.52it/s]
Training 2/3 epoch (loss 0.3790):  62%|██████▏   | 9924/16050 [1:48:12<1:07:04,  1.52it/s]
Training 2/3 epoch (loss 0.3790):  62%|██████▏   | 9925/16050 [1:48:12<1:04:42,  1.58it/s]
Training 2/3 epoch (loss 0.1642):  62%|██████▏   | 9925/16050 [1:48:12<1:04:42,  1.58it/s]
Training 2/3 epoch (loss 0.1642):  62%|██████▏   | 9926/16050 [1:48:12<59:44,  1.71it/s]  
Training 2/3 epoch (loss 0.0155):  62%|██████▏   | 9926/16050 [1:48:13<59:44,  1.71it/s]
Training 2/3 epoch (loss 0.0155):  62%|██████▏   | 9927/16050 [1:48:13<1:00:22,  1.69it/s]
Training 2/3 epoch (loss 0.0041):  62%|██████▏   | 9927/16050 [1:48:13<1:00:22,  1.69it/s]
Training 2/3 epoch (loss 0.0041):  62%|██████▏   | 9928/16050 [1:48:13<58:27,  1.75it/s]  
Training 2/3 epoch (loss 0.0016):  62%|██████▏   | 9928/16050 [1:48:14<58:27,  1.75it/s]
Training 2/3 epoch (loss 0.0016):  62%|██████▏   | 9929/16050 [1:48:14<1:06:59,  1.52it/s]
Training 2/3 epoch (loss 0.0018):  62%|██████▏   | 9929/16050 [1:48:15<1:06:59,  1.52it/s]
Training 2/3 epoch (loss 0.0018):  62%|██████▏   | 9930/16050 [1:48:15<1:01:38,  1.65it/s]
Training 2/3 epoch (loss 0.0032):  62%|██████▏   | 9930/16050 [1:48:15<1:01:38,  1.65it/s]
Training 2/3 epoch (loss 0.0032):  62%|██████▏   | 9931/16050 [1:48:15<53:51,  1.89it/s]  
Training 2/3 epoch (loss 0.3231):  62%|██████▏   | 9931/16050 [1:48:16<53:51,  1.89it/s]
Training 2/3 epoch (loss 0.3231):  62%|██████▏   | 9932/16050 [1:48:16<59:08,  1.72it/s]
Training 2/3 epoch (loss 0.0038):  62%|██████▏   | 9932/16050 [1:48:16<59:08,  1.72it/s]
Training 2/3 epoch (loss 0.0038):  62%|██████▏   | 9933/16050 [1:48:16<53:26,  1.91it/s]
Training 2/3 epoch (loss 0.0217):  62%|██████▏   | 9933/16050 [1:48:17<53:26,  1.91it/s]
Training 2/3 epoch (loss 0.0217):  62%|██████▏   | 9934/16050 [1:48:17<58:30,  1.74it/s]
Training 2/3 epoch (loss 0.0317):  62%|██████▏   | 9934/16050 [1:48:17<58:30,  1.74it/s]
Training 2/3 epoch (loss 0.0317):  62%|██████▏   | 9935/16050 [1:48:17<59:59,  1.70it/s]
Training 2/3 epoch (loss 0.4662):  62%|██████▏   | 9935/16050 [1:48:18<59:59,  1.70it/s]
Training 2/3 epoch (loss 0.4662):  62%|██████▏   | 9936/16050 [1:48:18<1:08:21,  1.49it/s]
Training 2/3 epoch (loss 0.0062):  62%|██████▏   | 9936/16050 [1:48:19<1:08:21,  1.49it/s]
Training 2/3 epoch (loss 0.0062):  62%|██████▏   | 9937/16050 [1:48:19<1:00:01,  1.70it/s]
Training 2/3 epoch (loss 0.3050):  62%|██████▏   | 9937/16050 [1:48:19<1:00:01,  1.70it/s]
Training 2/3 epoch (loss 0.3050):  62%|██████▏   | 9938/16050 [1:48:19<54:30,  1.87it/s]  
Training 2/3 epoch (loss 0.0143):  62%|██████▏   | 9938/16050 [1:48:20<54:30,  1.87it/s]
Training 2/3 epoch (loss 0.0143):  62%|██████▏   | 9939/16050 [1:48:20<58:05,  1.75it/s]
Training 2/3 epoch (loss 0.2922):  62%|██████▏   | 9939/16050 [1:48:20<58:05,  1.75it/s]
Training 2/3 epoch (loss 0.2922):  62%|██████▏   | 9940/16050 [1:48:20<56:48,  1.79it/s]
Training 2/3 epoch (loss 0.2173):  62%|██████▏   | 9940/16050 [1:48:21<56:48,  1.79it/s]
Training 2/3 epoch (loss 0.2173):  62%|██████▏   | 9941/16050 [1:48:21<52:47,  1.93it/s]
Training 2/3 epoch (loss 0.0319):  62%|██████▏   | 9941/16050 [1:48:22<52:47,  1.93it/s]
Training 2/3 epoch (loss 0.0319):  62%|██████▏   | 9942/16050 [1:48:22<1:11:48,  1.42it/s]
Training 2/3 epoch (loss 0.2128):  62%|██████▏   | 9942/16050 [1:48:23<1:11:48,  1.42it/s]
Training 2/3 epoch (loss 0.2128):  62%|██████▏   | 9943/16050 [1:48:23<1:10:41,  1.44it/s]
Training 2/3 epoch (loss 0.1159):  62%|██████▏   | 9943/16050 [1:48:23<1:10:41,  1.44it/s]
Training 2/3 epoch (loss 0.1159):  62%|██████▏   | 9944/16050 [1:48:23<1:07:26,  1.51it/s]
Training 2/3 epoch (loss 0.0257):  62%|██████▏   | 9944/16050 [1:48:24<1:07:26,  1.51it/s]
Training 2/3 epoch (loss 0.0257):  62%|██████▏   | 9945/16050 [1:48:24<1:07:33,  1.51it/s]
Training 2/3 epoch (loss 0.0288):  62%|██████▏   | 9945/16050 [1:48:24<1:07:33,  1.51it/s]
Training 2/3 epoch (loss 0.0288):  62%|██████▏   | 9946/16050 [1:48:24<1:03:38,  1.60it/s]
Training 2/3 epoch (loss 0.0220):  62%|██████▏   | 9946/16050 [1:48:25<1:03:38,  1.60it/s]
Training 2/3 epoch (loss 0.0220):  62%|██████▏   | 9947/16050 [1:48:25<58:33,  1.74it/s]  
Training 2/3 epoch (loss 0.2505):  62%|██████▏   | 9947/16050 [1:48:25<58:33,  1.74it/s]
Training 2/3 epoch (loss 0.2505):  62%|██████▏   | 9948/16050 [1:48:25<52:38,  1.93it/s]
Training 2/3 epoch (loss 0.2459):  62%|██████▏   | 9948/16050 [1:48:26<52:38,  1.93it/s]
Training 2/3 epoch (loss 0.2459):  62%|██████▏   | 9949/16050 [1:48:26<54:46,  1.86it/s]
Training 2/3 epoch (loss 0.6003):  62%|██████▏   | 9949/16050 [1:48:26<54:46,  1.86it/s]
Training 2/3 epoch (loss 0.6003):  62%|██████▏   | 9950/16050 [1:48:26<50:30,  2.01it/s]
Training 2/3 epoch (loss 0.0033):  62%|██████▏   | 9950/16050 [1:48:27<50:30,  2.01it/s]
Training 2/3 epoch (loss 0.0033):  62%|██████▏   | 9951/16050 [1:48:27<54:17,  1.87it/s]
Training 2/3 epoch (loss 0.1328):  62%|██████▏   | 9951/16050 [1:48:27<54:17,  1.87it/s]
Training 2/3 epoch (loss 0.1328):  62%|██████▏   | 9952/16050 [1:48:27<54:58,  1.85it/s]
Training 2/3 epoch (loss 0.0010):  62%|██████▏   | 9952/16050 [1:48:28<54:58,  1.85it/s]
Training 2/3 epoch (loss 0.0010):  62%|██████▏   | 9953/16050 [1:48:28<53:44,  1.89it/s]
Training 2/3 epoch (loss 0.0534):  62%|██████▏   | 9953/16050 [1:48:28<53:44,  1.89it/s]
Training 2/3 epoch (loss 0.0534):  62%|██████▏   | 9954/16050 [1:48:28<57:29,  1.77it/s]
Training 2/3 epoch (loss 0.0061):  62%|██████▏   | 9954/16050 [1:48:29<57:29,  1.77it/s]
Training 2/3 epoch (loss 0.0061):  62%|██████▏   | 9955/16050 [1:48:29<58:57,  1.72it/s]
Training 2/3 epoch (loss 0.1128):  62%|██████▏   | 9955/16050 [1:48:30<58:57,  1.72it/s]
Training 2/3 epoch (loss 0.1128):  62%|██████▏   | 9956/16050 [1:48:30<1:02:44,  1.62it/s]
Training 2/3 epoch (loss 0.0035):  62%|██████▏   | 9956/16050 [1:48:30<1:02:44,  1.62it/s]
Training 2/3 epoch (loss 0.0035):  62%|██████▏   | 9957/16050 [1:48:30<59:43,  1.70it/s]  
Training 2/3 epoch (loss 0.0267):  62%|██████▏   | 9957/16050 [1:48:31<59:43,  1.70it/s]
Training 2/3 epoch (loss 0.0267):  62%|██████▏   | 9958/16050 [1:48:31<1:00:42,  1.67it/s]
Training 2/3 epoch (loss 0.0146):  62%|██████▏   | 9958/16050 [1:48:31<1:00:42,  1.67it/s]
Training 2/3 epoch (loss 0.0146):  62%|██████▏   | 9959/16050 [1:48:31<55:48,  1.82it/s]  
Training 2/3 epoch (loss 0.0447):  62%|██████▏   | 9959/16050 [1:48:32<55:48,  1.82it/s]
Training 2/3 epoch (loss 0.0447):  62%|██████▏   | 9960/16050 [1:48:32<51:50,  1.96it/s]
Training 2/3 epoch (loss 0.0014):  62%|██████▏   | 9960/16050 [1:48:32<51:50,  1.96it/s]
Training 2/3 epoch (loss 0.0014):  62%|██████▏   | 9961/16050 [1:48:32<48:19,  2.10it/s]
Training 2/3 epoch (loss 0.0131):  62%|██████▏   | 9961/16050 [1:48:33<48:19,  2.10it/s]
Training 2/3 epoch (loss 0.0131):  62%|██████▏   | 9962/16050 [1:48:33<49:21,  2.06it/s]
Training 2/3 epoch (loss 0.0005):  62%|██████▏   | 9962/16050 [1:48:33<49:21,  2.06it/s]
Training 2/3 epoch (loss 0.0005):  62%|██████▏   | 9963/16050 [1:48:33<45:13,  2.24it/s]
Training 2/3 epoch (loss 0.7943):  62%|██████▏   | 9963/16050 [1:48:33<45:13,  2.24it/s]
Training 2/3 epoch (loss 0.7943):  62%|██████▏   | 9964/16050 [1:48:33<44:19,  2.29it/s]
Training 2/3 epoch (loss 0.0002):  62%|██████▏   | 9964/16050 [1:48:34<44:19,  2.29it/s]
Training 2/3 epoch (loss 0.0002):  62%|██████▏   | 9965/16050 [1:48:34<41:44,  2.43it/s]
Training 2/3 epoch (loss 0.0016):  62%|██████▏   | 9965/16050 [1:48:34<41:44,  2.43it/s]
Training 2/3 epoch (loss 0.0016):  62%|██████▏   | 9966/16050 [1:48:34<41:33,  2.44it/s]
Training 2/3 epoch (loss 0.0292):  62%|██████▏   | 9966/16050 [1:48:35<41:33,  2.44it/s]
Training 2/3 epoch (loss 0.0292):  62%|██████▏   | 9967/16050 [1:48:35<41:26,  2.45it/s]
Training 2/3 epoch (loss 0.3305):  62%|██████▏   | 9967/16050 [1:48:35<41:26,  2.45it/s]
Training 2/3 epoch (loss 0.3305):  62%|██████▏   | 9968/16050 [1:48:35<47:38,  2.13it/s]
Training 2/3 epoch (loss 0.0127):  62%|██████▏   | 9968/16050 [1:48:36<47:38,  2.13it/s]
Training 2/3 epoch (loss 0.0127):  62%|██████▏   | 9969/16050 [1:48:36<48:38,  2.08it/s]
Training 2/3 epoch (loss 0.0034):  62%|██████▏   | 9969/16050 [1:48:36<48:38,  2.08it/s]
Training 2/3 epoch (loss 0.0034):  62%|██████▏   | 9970/16050 [1:48:36<50:04,  2.02it/s]
Training 2/3 epoch (loss 0.2502):  62%|██████▏   | 9970/16050 [1:48:37<50:04,  2.02it/s]
Training 2/3 epoch (loss 0.2502):  62%|██████▏   | 9971/16050 [1:48:37<50:58,  1.99it/s]
Training 2/3 epoch (loss 0.3291):  62%|██████▏   | 9971/16050 [1:48:37<50:58,  1.99it/s]
Training 2/3 epoch (loss 0.3291):  62%|██████▏   | 9972/16050 [1:48:37<48:55,  2.07it/s]
Training 2/3 epoch (loss 0.0543):  62%|██████▏   | 9972/16050 [1:48:38<48:55,  2.07it/s]
Training 2/3 epoch (loss 0.0543):  62%|██████▏   | 9973/16050 [1:48:38<50:37,  2.00it/s]
Training 2/3 epoch (loss 0.3352):  62%|██████▏   | 9973/16050 [1:48:38<50:37,  2.00it/s]
Training 2/3 epoch (loss 0.3352):  62%|██████▏   | 9974/16050 [1:48:38<47:40,  2.12it/s]
Training 2/3 epoch (loss 0.0049):  62%|██████▏   | 9974/16050 [1:48:39<47:40,  2.12it/s]
Training 2/3 epoch (loss 0.0049):  62%|██████▏   | 9975/16050 [1:48:39<49:32,  2.04it/s]
Training 2/3 epoch (loss 0.0470):  62%|██████▏   | 9975/16050 [1:48:39<49:32,  2.04it/s]
Training 2/3 epoch (loss 0.0470):  62%|██████▏   | 9976/16050 [1:48:39<57:46,  1.75it/s]
Training 2/3 epoch (loss 0.0228):  62%|██████▏   | 9976/16050 [1:48:40<57:46,  1.75it/s]
Training 2/3 epoch (loss 0.0228):  62%|██████▏   | 9977/16050 [1:48:40<57:05,  1.77it/s]
Training 2/3 epoch (loss 0.0481):  62%|██████▏   | 9977/16050 [1:48:41<57:05,  1.77it/s]
Training 2/3 epoch (loss 0.0481):  62%|██████▏   | 9978/16050 [1:48:41<59:55,  1.69it/s]
Training 2/3 epoch (loss 0.3457):  62%|██████▏   | 9978/16050 [1:48:41<59:55,  1.69it/s]
Training 2/3 epoch (loss 0.3457):  62%|██████▏   | 9979/16050 [1:48:41<55:07,  1.84it/s]
Training 2/3 epoch (loss 0.1270):  62%|██████▏   | 9979/16050 [1:48:42<55:07,  1.84it/s]
Training 2/3 epoch (loss 0.1270):  62%|██████▏   | 9980/16050 [1:48:42<52:48,  1.92it/s]
Training 2/3 epoch (loss 0.0002):  62%|██████▏   | 9980/16050 [1:48:42<52:48,  1.92it/s]
Training 2/3 epoch (loss 0.0002):  62%|██████▏   | 9981/16050 [1:48:42<48:53,  2.07it/s]
Training 2/3 epoch (loss 0.1746):  62%|██████▏   | 9981/16050 [1:48:42<48:53,  2.07it/s]
Training 2/3 epoch (loss 0.1746):  62%|██████▏   | 9982/16050 [1:48:42<44:51,  2.25it/s]
Training 2/3 epoch (loss 0.4075):  62%|██████▏   | 9982/16050 [1:48:43<44:51,  2.25it/s]
Training 2/3 epoch (loss 0.4075):  62%|██████▏   | 9983/16050 [1:48:43<43:29,  2.33it/s]
Training 2/3 epoch (loss 0.0018):  62%|██████▏   | 9983/16050 [1:48:43<43:29,  2.33it/s]
Training 2/3 epoch (loss 0.0018):  62%|██████▏   | 9984/16050 [1:48:43<52:40,  1.92it/s]
Training 2/3 epoch (loss 0.3113):  62%|██████▏   | 9984/16050 [1:48:44<52:40,  1.92it/s]
Training 2/3 epoch (loss 0.3113):  62%|██████▏   | 9985/16050 [1:48:44<48:13,  2.10it/s]
Training 2/3 epoch (loss 0.5230):  62%|██████▏   | 9985/16050 [1:48:44<48:13,  2.10it/s]
Training 2/3 epoch (loss 0.5230):  62%|██████▏   | 9986/16050 [1:48:44<44:10,  2.29it/s]
Training 2/3 epoch (loss 0.0412):  62%|██████▏   | 9986/16050 [1:48:45<44:10,  2.29it/s]
Training 2/3 epoch (loss 0.0412):  62%|██████▏   | 9987/16050 [1:48:45<51:50,  1.95it/s]
Training 2/3 epoch (loss 0.0211):  62%|██████▏   | 9987/16050 [1:48:45<51:50,  1.95it/s]
Training 2/3 epoch (loss 0.0211):  62%|██████▏   | 9988/16050 [1:48:45<48:22,  2.09it/s]
Training 2/3 epoch (loss 0.0389):  62%|██████▏   | 9988/16050 [1:48:46<48:22,  2.09it/s]
Training 2/3 epoch (loss 0.0389):  62%|██████▏   | 9989/16050 [1:48:46<53:11,  1.90it/s]
Training 2/3 epoch (loss 0.0099):  62%|██████▏   | 9989/16050 [1:48:46<53:11,  1.90it/s]
Training 2/3 epoch (loss 0.0099):  62%|██████▏   | 9990/16050 [1:48:46<51:02,  1.98it/s]
Training 2/3 epoch (loss 0.4308):  62%|██████▏   | 9990/16050 [1:48:47<51:02,  1.98it/s]
Training 2/3 epoch (loss 0.4308):  62%|██████▏   | 9991/16050 [1:48:47<53:41,  1.88it/s]
Training 2/3 epoch (loss 0.1474):  62%|██████▏   | 9991/16050 [1:48:47<53:41,  1.88it/s]
Training 2/3 epoch (loss 0.1474):  62%|██████▏   | 9992/16050 [1:48:47<48:02,  2.10it/s]
Training 2/3 epoch (loss 0.0022):  62%|██████▏   | 9992/16050 [1:48:48<48:02,  2.10it/s]
Training 2/3 epoch (loss 0.0022):  62%|██████▏   | 9993/16050 [1:48:48<52:05,  1.94it/s]
Training 2/3 epoch (loss 0.2515):  62%|██████▏   | 9993/16050 [1:48:48<52:05,  1.94it/s]
Training 2/3 epoch (loss 0.2515):  62%|██████▏   | 9994/16050 [1:48:48<50:41,  1.99it/s]
Training 2/3 epoch (loss 0.1006):  62%|██████▏   | 9994/16050 [1:48:49<50:41,  1.99it/s]
Training 2/3 epoch (loss 0.1006):  62%|██████▏   | 9995/16050 [1:48:49<48:13,  2.09it/s]
Training 2/3 epoch (loss 0.0443):  62%|██████▏   | 9995/16050 [1:48:49<48:13,  2.09it/s]
Training 2/3 epoch (loss 0.0443):  62%|██████▏   | 9996/16050 [1:48:49<52:34,  1.92it/s]
Training 2/3 epoch (loss 0.2569):  62%|██████▏   | 9996/16050 [1:48:50<52:34,  1.92it/s]
Training 2/3 epoch (loss 0.2569):  62%|██████▏   | 9997/16050 [1:48:50<49:32,  2.04it/s]
Training 2/3 epoch (loss 0.0156):  62%|██████▏   | 9997/16050 [1:48:51<49:32,  2.04it/s]
Training 2/3 epoch (loss 0.0156):  62%|██████▏   | 9998/16050 [1:48:51<1:00:22,  1.67it/s]
Training 2/3 epoch (loss 0.1017):  62%|██████▏   | 9998/16050 [1:48:51<1:00:22,  1.67it/s]
Training 2/3 epoch (loss 0.1017):  62%|██████▏   | 9999/16050 [1:48:51<59:48,  1.69it/s]  
Training 2/3 epoch (loss 0.2291):  62%|██████▏   | 9999/16050 [1:48:52<59:48,  1.69it/s]
Training 2/3 epoch (loss 0.2291):  62%|██████▏   | 10000/16050 [1:48:52<52:25,  1.92it/s]
Training 2/3 epoch (loss 0.0350):  62%|██████▏   | 10000/16050 [1:48:52<52:25,  1.92it/s]
Training 2/3 epoch (loss 0.0350):  62%|██████▏   | 10001/16050 [1:48:52<55:17,  1.82it/s]
Training 2/3 epoch (loss 0.0066):  62%|██████▏   | 10001/16050 [1:48:53<55:17,  1.82it/s]
Training 2/3 epoch (loss 0.0066):  62%|██████▏   | 10002/16050 [1:48:53<56:40,  1.78it/s]
Training 2/3 epoch (loss 0.0024):  62%|██████▏   | 10002/16050 [1:48:54<56:40,  1.78it/s]
Training 2/3 epoch (loss 0.0024):  62%|██████▏   | 10003/16050 [1:48:54<1:00:10,  1.67it/s]
Training 2/3 epoch (loss 0.0100):  62%|██████▏   | 10003/16050 [1:48:54<1:00:10,  1.67it/s]
Training 2/3 epoch (loss 0.0100):  62%|██████▏   | 10004/16050 [1:48:54<56:01,  1.80it/s]  
Training 2/3 epoch (loss 0.2891):  62%|██████▏   | 10004/16050 [1:48:55<56:01,  1.80it/s]
Training 2/3 epoch (loss 0.2891):  62%|██████▏   | 10005/16050 [1:48:55<57:30,  1.75it/s]
Training 2/3 epoch (loss 0.0007):  62%|██████▏   | 10005/16050 [1:48:55<57:30,  1.75it/s]
Training 2/3 epoch (loss 0.0007):  62%|██████▏   | 10006/16050 [1:48:55<52:16,  1.93it/s]
Training 2/3 epoch (loss 0.4755):  62%|██████▏   | 10006/16050 [1:48:55<52:16,  1.93it/s]
Training 2/3 epoch (loss 0.4755):  62%|██████▏   | 10007/16050 [1:48:55<47:03,  2.14it/s]
Training 2/3 epoch (loss 0.0154):  62%|██████▏   | 10007/16050 [1:48:56<47:03,  2.14it/s]
Training 2/3 epoch (loss 0.0154):  62%|██████▏   | 10008/16050 [1:48:56<49:12,  2.05it/s]
Training 2/3 epoch (loss 0.3858):  62%|██████▏   | 10008/16050 [1:48:56<49:12,  2.05it/s]
Training 2/3 epoch (loss 0.3858):  62%|██████▏   | 10009/16050 [1:48:56<52:11,  1.93it/s]
Training 2/3 epoch (loss 0.4596):  62%|██████▏   | 10009/16050 [1:48:57<52:11,  1.93it/s]
Training 2/3 epoch (loss 0.4596):  62%|██████▏   | 10010/16050 [1:48:57<48:52,  2.06it/s]
Training 2/3 epoch (loss 0.0605):  62%|██████▏   | 10010/16050 [1:48:58<48:52,  2.06it/s]
Training 2/3 epoch (loss 0.0605):  62%|██████▏   | 10011/16050 [1:48:58<56:10,  1.79it/s]
Training 2/3 epoch (loss 0.0022):  62%|██████▏   | 10011/16050 [1:48:58<56:10,  1.79it/s]
Training 2/3 epoch (loss 0.0022):  62%|██████▏   | 10012/16050 [1:48:58<53:20,  1.89it/s]
Training 2/3 epoch (loss 0.0004):  62%|██████▏   | 10012/16050 [1:48:59<53:20,  1.89it/s]
Training 2/3 epoch (loss 0.0004):  62%|██████▏   | 10013/16050 [1:48:59<57:38,  1.75it/s]
Training 2/3 epoch (loss 0.5589):  62%|██████▏   | 10013/16050 [1:49:00<57:38,  1.75it/s]
Training 2/3 epoch (loss 0.5589):  62%|██████▏   | 10014/16050 [1:49:00<1:04:33,  1.56it/s]
Training 2/3 epoch (loss 0.0200):  62%|██████▏   | 10014/16050 [1:49:00<1:04:33,  1.56it/s]
Training 2/3 epoch (loss 0.0200):  62%|██████▏   | 10015/16050 [1:49:00<59:34,  1.69it/s]  
Training 2/3 epoch (loss 0.1001):  62%|██████▏   | 10015/16050 [1:49:01<59:34,  1.69it/s]
Training 2/3 epoch (loss 0.1001):  62%|██████▏   | 10016/16050 [1:49:01<57:15,  1.76it/s]
Training 2/3 epoch (loss 0.0031):  62%|██████▏   | 10016/16050 [1:49:01<57:15,  1.76it/s]
Training 2/3 epoch (loss 0.0031):  62%|██████▏   | 10017/16050 [1:49:01<56:03,  1.79it/s]
Training 2/3 epoch (loss 0.0320):  62%|██████▏   | 10017/16050 [1:49:02<56:03,  1.79it/s]
Training 2/3 epoch (loss 0.0320):  62%|██████▏   | 10018/16050 [1:49:02<59:11,  1.70it/s]
Training 2/3 epoch (loss 0.2841):  62%|██████▏   | 10018/16050 [1:49:02<59:11,  1.70it/s]
Training 2/3 epoch (loss 0.2841):  62%|██████▏   | 10019/16050 [1:49:02<1:01:19,  1.64it/s]
Training 2/3 epoch (loss 0.7588):  62%|██████▏   | 10019/16050 [1:49:05<1:01:19,  1.64it/s]
Training 2/3 epoch (loss 0.7588):  62%|██████▏   | 10020/16050 [1:49:05<1:49:18,  1.09s/it]
Training 2/3 epoch (loss 0.0264):  62%|██████▏   | 10020/16050 [1:49:05<1:49:18,  1.09s/it]
Training 2/3 epoch (loss 0.0264):  62%|██████▏   | 10021/16050 [1:49:05<1:38:19,  1.02it/s]
Training 2/3 epoch (loss 0.0138):  62%|██████▏   | 10021/16050 [1:49:06<1:38:19,  1.02it/s]
Training 2/3 epoch (loss 0.0138):  62%|██████▏   | 10022/16050 [1:49:06<1:22:52,  1.21it/s]
Training 2/3 epoch (loss 0.0120):  62%|██████▏   | 10022/16050 [1:49:06<1:22:52,  1.21it/s]
Training 2/3 epoch (loss 0.0120):  62%|██████▏   | 10023/16050 [1:49:06<1:15:54,  1.32it/s]
Training 2/3 epoch (loss 0.0230):  62%|██████▏   | 10023/16050 [1:49:07<1:15:54,  1.32it/s]
Training 2/3 epoch (loss 0.0230):  62%|██████▏   | 10024/16050 [1:49:07<1:14:22,  1.35it/s]
Training 2/3 epoch (loss 0.0004):  62%|██████▏   | 10024/16050 [1:49:07<1:14:22,  1.35it/s]
Training 2/3 epoch (loss 0.0004):  62%|██████▏   | 10025/16050 [1:49:07<1:03:01,  1.59it/s]
Training 2/3 epoch (loss 0.0371):  62%|██████▏   | 10025/16050 [1:49:08<1:03:01,  1.59it/s]
Training 2/3 epoch (loss 0.0371):  62%|██████▏   | 10026/16050 [1:49:08<53:05,  1.89it/s]  
Training 2/3 epoch (loss 0.1363):  62%|██████▏   | 10026/16050 [1:49:08<53:05,  1.89it/s]
Training 2/3 epoch (loss 0.1363):  62%|██████▏   | 10027/16050 [1:49:08<53:10,  1.89it/s]
Training 2/3 epoch (loss 0.0017):  62%|██████▏   | 10027/16050 [1:49:09<53:10,  1.89it/s]
Training 2/3 epoch (loss 0.0017):  62%|██████▏   | 10028/16050 [1:49:09<48:11,  2.08it/s]
Training 2/3 epoch (loss 0.0107):  62%|██████▏   | 10028/16050 [1:49:10<48:11,  2.08it/s]
Training 2/3 epoch (loss 0.0107):  62%|██████▏   | 10029/16050 [1:49:10<1:05:50,  1.52it/s]
Training 2/3 epoch (loss 0.0014):  62%|██████▏   | 10029/16050 [1:49:10<1:05:50,  1.52it/s]
Training 2/3 epoch (loss 0.0014):  62%|██████▏   | 10030/16050 [1:49:10<1:02:38,  1.60it/s]
Training 2/3 epoch (loss 0.0082):  62%|██████▏   | 10030/16050 [1:49:11<1:02:38,  1.60it/s]
Training 2/3 epoch (loss 0.0082):  62%|██████▏   | 10031/16050 [1:49:11<59:26,  1.69it/s]  
Training 2/3 epoch (loss 0.0002):  62%|██████▏   | 10031/16050 [1:49:11<59:26,  1.69it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10032/16050 [1:49:11<59:54,  1.67it/s]
Training 2/3 epoch (loss 0.0220):  63%|██████▎   | 10032/16050 [1:49:12<59:54,  1.67it/s]
Training 2/3 epoch (loss 0.0220):  63%|██████▎   | 10033/16050 [1:49:12<57:42,  1.74it/s]
Training 2/3 epoch (loss 0.3254):  63%|██████▎   | 10033/16050 [1:49:12<57:42,  1.74it/s]
Training 2/3 epoch (loss 0.3254):  63%|██████▎   | 10034/16050 [1:49:12<54:44,  1.83it/s]
Training 2/3 epoch (loss 0.0005):  63%|██████▎   | 10034/16050 [1:49:13<54:44,  1.83it/s]
Training 2/3 epoch (loss 0.0005):  63%|██████▎   | 10035/16050 [1:49:13<54:57,  1.82it/s]
Training 2/3 epoch (loss 0.1602):  63%|██████▎   | 10035/16050 [1:49:13<54:57,  1.82it/s]
Training 2/3 epoch (loss 0.1602):  63%|██████▎   | 10036/16050 [1:49:13<54:06,  1.85it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10036/16050 [1:49:14<54:06,  1.85it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10037/16050 [1:49:14<50:58,  1.97it/s]
Training 2/3 epoch (loss 0.0276):  63%|██████▎   | 10037/16050 [1:49:15<50:58,  1.97it/s]
Training 2/3 epoch (loss 0.0276):  63%|██████▎   | 10038/16050 [1:49:15<54:21,  1.84it/s]
Training 2/3 epoch (loss 0.0378):  63%|██████▎   | 10038/16050 [1:49:15<54:21,  1.84it/s]
Training 2/3 epoch (loss 0.0378):  63%|██████▎   | 10039/16050 [1:49:15<47:58,  2.09it/s]
Training 2/3 epoch (loss 0.4920):  63%|██████▎   | 10039/16050 [1:49:17<47:58,  2.09it/s]
Training 2/3 epoch (loss 0.4920):  63%|██████▎   | 10040/16050 [1:49:17<1:40:35,  1.00s/it]
Training 2/3 epoch (loss 0.0383):  63%|██████▎   | 10040/16050 [1:49:17<1:40:35,  1.00s/it]
Training 2/3 epoch (loss 0.0383):  63%|██████▎   | 10041/16050 [1:49:17<1:23:01,  1.21it/s]
Training 2/3 epoch (loss 0.0056):  63%|██████▎   | 10041/16050 [1:49:18<1:23:01,  1.21it/s]
Training 2/3 epoch (loss 0.0056):  63%|██████▎   | 10042/16050 [1:49:18<1:10:49,  1.41it/s]
Training 2/3 epoch (loss 0.3145):  63%|██████▎   | 10042/16050 [1:49:19<1:10:49,  1.41it/s]
Training 2/3 epoch (loss 0.3145):  63%|██████▎   | 10043/16050 [1:49:19<1:10:03,  1.43it/s]
Training 2/3 epoch (loss 0.0066):  63%|██████▎   | 10043/16050 [1:49:19<1:10:03,  1.43it/s]
Training 2/3 epoch (loss 0.0066):  63%|██████▎   | 10044/16050 [1:49:19<1:05:29,  1.53it/s]
Training 2/3 epoch (loss 0.0373):  63%|██████▎   | 10044/16050 [1:49:20<1:05:29,  1.53it/s]
Training 2/3 epoch (loss 0.0373):  63%|██████▎   | 10045/16050 [1:49:20<1:13:29,  1.36it/s]
Training 2/3 epoch (loss 0.0272):  63%|██████▎   | 10045/16050 [1:49:20<1:13:29,  1.36it/s]
Training 2/3 epoch (loss 0.0272):  63%|██████▎   | 10046/16050 [1:49:20<1:03:40,  1.57it/s]
Training 2/3 epoch (loss 0.0798):  63%|██████▎   | 10046/16050 [1:49:21<1:03:40,  1.57it/s]
Training 2/3 epoch (loss 0.0798):  63%|██████▎   | 10047/16050 [1:49:21<1:05:33,  1.53it/s]
Training 2/3 epoch (loss 0.1886):  63%|██████▎   | 10047/16050 [1:49:23<1:05:33,  1.53it/s]
Training 2/3 epoch (loss 0.1886):  63%|██████▎   | 10048/16050 [1:49:23<1:53:26,  1.13s/it]
Training 2/3 epoch (loss 0.3924):  63%|██████▎   | 10048/16050 [1:49:24<1:53:26,  1.13s/it]
Training 2/3 epoch (loss 0.3924):  63%|██████▎   | 10049/16050 [1:49:24<1:39:28,  1.01it/s]
Training 2/3 epoch (loss 0.0302):  63%|██████▎   | 10049/16050 [1:49:25<1:39:28,  1.01it/s]
Training 2/3 epoch (loss 0.0302):  63%|██████▎   | 10050/16050 [1:49:25<1:28:51,  1.13it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10050/16050 [1:49:25<1:28:51,  1.13it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10051/16050 [1:49:25<1:14:37,  1.34it/s]
Training 2/3 epoch (loss 1.5568):  63%|██████▎   | 10051/16050 [1:49:26<1:14:37,  1.34it/s]
Training 2/3 epoch (loss 1.5568):  63%|██████▎   | 10052/16050 [1:49:26<1:06:00,  1.51it/s]
Training 2/3 epoch (loss 0.0001):  63%|██████▎   | 10052/16050 [1:49:26<1:06:00,  1.51it/s]
Training 2/3 epoch (loss 0.0001):  63%|██████▎   | 10053/16050 [1:49:26<1:05:41,  1.52it/s]
Training 2/3 epoch (loss 0.1387):  63%|██████▎   | 10053/16050 [1:49:28<1:05:41,  1.52it/s]
Training 2/3 epoch (loss 0.1387):  63%|██████▎   | 10054/16050 [1:49:28<1:53:12,  1.13s/it]
Training 2/3 epoch (loss 0.5229):  63%|██████▎   | 10054/16050 [1:49:29<1:53:12,  1.13s/it]
Training 2/3 epoch (loss 0.5229):  63%|██████▎   | 10055/16050 [1:49:29<1:31:22,  1.09it/s]
Training 2/3 epoch (loss 0.2436):  63%|██████▎   | 10055/16050 [1:49:30<1:31:22,  1.09it/s]
Training 2/3 epoch (loss 0.2436):  63%|██████▎   | 10056/16050 [1:49:30<1:23:31,  1.20it/s]
Training 2/3 epoch (loss 0.0089):  63%|██████▎   | 10056/16050 [1:49:30<1:23:31,  1.20it/s]
Training 2/3 epoch (loss 0.0089):  63%|██████▎   | 10057/16050 [1:49:30<1:17:21,  1.29it/s]
Training 2/3 epoch (loss 0.0010):  63%|██████▎   | 10057/16050 [1:49:31<1:17:21,  1.29it/s]
Training 2/3 epoch (loss 0.0010):  63%|██████▎   | 10058/16050 [1:49:31<1:14:13,  1.35it/s]
Training 2/3 epoch (loss 0.0132):  63%|██████▎   | 10058/16050 [1:49:31<1:14:13,  1.35it/s]
Training 2/3 epoch (loss 0.0132):  63%|██████▎   | 10059/16050 [1:49:31<1:03:51,  1.56it/s]
Training 2/3 epoch (loss 0.6613):  63%|██████▎   | 10059/16050 [1:49:32<1:03:51,  1.56it/s]
Training 2/3 epoch (loss 0.6613):  63%|██████▎   | 10060/16050 [1:49:32<1:00:16,  1.66it/s]
Training 2/3 epoch (loss 0.0339):  63%|██████▎   | 10060/16050 [1:49:32<1:00:16,  1.66it/s]
Training 2/3 epoch (loss 0.0339):  63%|██████▎   | 10061/16050 [1:49:32<52:59,  1.88it/s]  
Training 2/3 epoch (loss 0.4448):  63%|██████▎   | 10061/16050 [1:49:32<52:59,  1.88it/s]
Training 2/3 epoch (loss 0.4448):  63%|██████▎   | 10062/16050 [1:49:32<47:17,  2.11it/s]
Training 2/3 epoch (loss 0.0015):  63%|██████▎   | 10062/16050 [1:49:33<47:17,  2.11it/s]
Training 2/3 epoch (loss 0.0015):  63%|██████▎   | 10063/16050 [1:49:33<52:51,  1.89it/s]
Training 2/3 epoch (loss 0.0127):  63%|██████▎   | 10063/16050 [1:49:34<52:51,  1.89it/s]
Training 2/3 epoch (loss 0.0127):  63%|██████▎   | 10064/16050 [1:49:34<54:27,  1.83it/s]
Training 2/3 epoch (loss 0.0053):  63%|██████▎   | 10064/16050 [1:49:34<54:27,  1.83it/s]
Training 2/3 epoch (loss 0.0053):  63%|██████▎   | 10065/16050 [1:49:34<53:39,  1.86it/s]
Training 2/3 epoch (loss 0.0334):  63%|██████▎   | 10065/16050 [1:49:35<53:39,  1.86it/s]
Training 2/3 epoch (loss 0.0334):  63%|██████▎   | 10066/16050 [1:49:35<59:00,  1.69it/s]
Training 2/3 epoch (loss 0.4012):  63%|██████▎   | 10066/16050 [1:49:35<59:00,  1.69it/s]
Training 2/3 epoch (loss 0.4012):  63%|██████▎   | 10067/16050 [1:49:35<57:36,  1.73it/s]
Training 2/3 epoch (loss 0.0008):  63%|██████▎   | 10067/16050 [1:49:36<57:36,  1.73it/s]
Training 2/3 epoch (loss 0.0008):  63%|██████▎   | 10068/16050 [1:49:36<1:00:00,  1.66it/s]
Training 2/3 epoch (loss 0.1653):  63%|██████▎   | 10068/16050 [1:49:37<1:00:00,  1.66it/s]
Training 2/3 epoch (loss 0.1653):  63%|██████▎   | 10069/16050 [1:49:37<1:03:36,  1.57it/s]
Training 2/3 epoch (loss 0.1460):  63%|██████▎   | 10069/16050 [1:49:37<1:03:36,  1.57it/s]
Training 2/3 epoch (loss 0.1460):  63%|██████▎   | 10070/16050 [1:49:37<57:28,  1.73it/s]  
Training 2/3 epoch (loss 0.4958):  63%|██████▎   | 10070/16050 [1:49:38<57:28,  1.73it/s]
Training 2/3 epoch (loss 0.4958):  63%|██████▎   | 10071/16050 [1:49:38<52:19,  1.90it/s]
Training 2/3 epoch (loss 0.0167):  63%|██████▎   | 10071/16050 [1:49:38<52:19,  1.90it/s]
Training 2/3 epoch (loss 0.0167):  63%|██████▎   | 10072/16050 [1:49:38<56:50,  1.75it/s]
Training 2/3 epoch (loss 0.2511):  63%|██████▎   | 10072/16050 [1:49:39<56:50,  1.75it/s]
Training 2/3 epoch (loss 0.2511):  63%|██████▎   | 10073/16050 [1:49:39<50:43,  1.96it/s]
Training 2/3 epoch (loss 0.0000):  63%|██████▎   | 10073/16050 [1:49:39<50:43,  1.96it/s]
Training 2/3 epoch (loss 0.0000):  63%|██████▎   | 10074/16050 [1:49:39<47:38,  2.09it/s]
Training 2/3 epoch (loss 0.0003):  63%|██████▎   | 10074/16050 [1:49:40<47:38,  2.09it/s]
Training 2/3 epoch (loss 0.0003):  63%|██████▎   | 10075/16050 [1:49:40<51:30,  1.93it/s]
Training 2/3 epoch (loss 0.4853):  63%|██████▎   | 10075/16050 [1:49:40<51:30,  1.93it/s]
Training 2/3 epoch (loss 0.4853):  63%|██████▎   | 10076/16050 [1:49:40<46:31,  2.14it/s]
Training 2/3 epoch (loss 0.0932):  63%|██████▎   | 10076/16050 [1:49:41<46:31,  2.14it/s]
Training 2/3 epoch (loss 0.0932):  63%|██████▎   | 10077/16050 [1:49:41<48:44,  2.04it/s]
Training 2/3 epoch (loss 0.0001):  63%|██████▎   | 10077/16050 [1:49:41<48:44,  2.04it/s]
Training 2/3 epoch (loss 0.0001):  63%|██████▎   | 10078/16050 [1:49:41<54:08,  1.84it/s]
Training 2/3 epoch (loss 0.0047):  63%|██████▎   | 10078/16050 [1:49:42<54:08,  1.84it/s]
Training 2/3 epoch (loss 0.0047):  63%|██████▎   | 10079/16050 [1:49:42<51:17,  1.94it/s]
Training 2/3 epoch (loss 0.4290):  63%|██████▎   | 10079/16050 [1:49:42<51:17,  1.94it/s]
Training 2/3 epoch (loss 0.4290):  63%|██████▎   | 10080/16050 [1:49:42<50:10,  1.98it/s]
Training 2/3 epoch (loss 0.0004):  63%|██████▎   | 10080/16050 [1:49:43<50:10,  1.98it/s]
Training 2/3 epoch (loss 0.0004):  63%|██████▎   | 10081/16050 [1:49:43<55:11,  1.80it/s]
Training 2/3 epoch (loss 0.0038):  63%|██████▎   | 10081/16050 [1:49:43<55:11,  1.80it/s]
Training 2/3 epoch (loss 0.0038):  63%|██████▎   | 10082/16050 [1:49:43<49:40,  2.00it/s]
Training 2/3 epoch (loss 0.4576):  63%|██████▎   | 10082/16050 [1:49:44<49:40,  2.00it/s]
Training 2/3 epoch (loss 0.4576):  63%|██████▎   | 10083/16050 [1:49:44<51:09,  1.94it/s]
Training 2/3 epoch (loss 0.0312):  63%|██████▎   | 10083/16050 [1:49:44<51:09,  1.94it/s]
Training 2/3 epoch (loss 0.0312):  63%|██████▎   | 10084/16050 [1:49:44<49:58,  1.99it/s]
Training 2/3 epoch (loss 0.4486):  63%|██████▎   | 10084/16050 [1:49:45<49:58,  1.99it/s]
Training 2/3 epoch (loss 0.4486):  63%|██████▎   | 10085/16050 [1:49:45<48:40,  2.04it/s]
Training 2/3 epoch (loss 0.0278):  63%|██████▎   | 10085/16050 [1:49:46<48:40,  2.04it/s]
Training 2/3 epoch (loss 0.0278):  63%|██████▎   | 10086/16050 [1:49:46<57:12,  1.74it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10086/16050 [1:49:46<57:12,  1.74it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10087/16050 [1:49:46<50:23,  1.97it/s]
Training 2/3 epoch (loss 0.3505):  63%|██████▎   | 10087/16050 [1:49:46<50:23,  1.97it/s]
Training 2/3 epoch (loss 0.3505):  63%|██████▎   | 10088/16050 [1:49:46<44:27,  2.23it/s]
Training 2/3 epoch (loss 0.0306):  63%|██████▎   | 10088/16050 [1:49:47<44:27,  2.23it/s]
Training 2/3 epoch (loss 0.0306):  63%|██████▎   | 10089/16050 [1:49:47<50:08,  1.98it/s]
Training 2/3 epoch (loss 0.1588):  63%|██████▎   | 10089/16050 [1:49:49<50:08,  1.98it/s]
Training 2/3 epoch (loss 0.1588):  63%|██████▎   | 10090/16050 [1:49:49<1:45:04,  1.06s/it]
Training 2/3 epoch (loss 0.0081):  63%|██████▎   | 10090/16050 [1:49:50<1:45:04,  1.06s/it]
Training 2/3 epoch (loss 0.0081):  63%|██████▎   | 10091/16050 [1:49:50<1:35:18,  1.04it/s]
Training 2/3 epoch (loss 0.0261):  63%|██████▎   | 10091/16050 [1:49:50<1:35:18,  1.04it/s]
Training 2/3 epoch (loss 0.0261):  63%|██████▎   | 10092/16050 [1:49:50<1:18:59,  1.26it/s]
Training 2/3 epoch (loss 0.0033):  63%|██████▎   | 10092/16050 [1:49:51<1:18:59,  1.26it/s]
Training 2/3 epoch (loss 0.0033):  63%|██████▎   | 10093/16050 [1:49:51<1:07:36,  1.47it/s]
Training 2/3 epoch (loss 0.0056):  63%|██████▎   | 10093/16050 [1:49:51<1:07:36,  1.47it/s]
Training 2/3 epoch (loss 0.0056):  63%|██████▎   | 10094/16050 [1:49:51<1:05:35,  1.51it/s]
Training 2/3 epoch (loss 0.0189):  63%|██████▎   | 10094/16050 [1:49:52<1:05:35,  1.51it/s]
Training 2/3 epoch (loss 0.0189):  63%|██████▎   | 10095/16050 [1:49:52<1:04:18,  1.54it/s]
Training 2/3 epoch (loss 0.0179):  63%|██████▎   | 10095/16050 [1:49:53<1:04:18,  1.54it/s]
Training 2/3 epoch (loss 0.0179):  63%|██████▎   | 10096/16050 [1:49:53<1:02:16,  1.59it/s]
Training 2/3 epoch (loss 0.0081):  63%|██████▎   | 10096/16050 [1:49:53<1:02:16,  1.59it/s]
Training 2/3 epoch (loss 0.0081):  63%|██████▎   | 10097/16050 [1:49:53<57:08,  1.74it/s]  
Training 2/3 epoch (loss 0.5177):  63%|██████▎   | 10097/16050 [1:49:53<57:08,  1.74it/s]
Training 2/3 epoch (loss 0.5177):  63%|██████▎   | 10098/16050 [1:49:53<52:04,  1.91it/s]
Training 2/3 epoch (loss 0.0147):  63%|██████▎   | 10098/16050 [1:49:54<52:04,  1.91it/s]
Training 2/3 epoch (loss 0.0147):  63%|██████▎   | 10099/16050 [1:49:54<53:39,  1.85it/s]
Training 2/3 epoch (loss 0.0157):  63%|██████▎   | 10099/16050 [1:49:55<53:39,  1.85it/s]
Training 2/3 epoch (loss 0.0157):  63%|██████▎   | 10100/16050 [1:49:55<56:47,  1.75it/s]
Training 2/3 epoch (loss 0.0169):  63%|██████▎   | 10100/16050 [1:49:55<56:47,  1.75it/s]
Training 2/3 epoch (loss 0.0169):  63%|██████▎   | 10101/16050 [1:49:55<58:15,  1.70it/s]
Training 2/3 epoch (loss 0.0049):  63%|██████▎   | 10101/16050 [1:49:56<58:15,  1.70it/s]
Training 2/3 epoch (loss 0.0049):  63%|██████▎   | 10102/16050 [1:49:56<1:05:57,  1.50it/s]
Training 2/3 epoch (loss 0.0004):  63%|██████▎   | 10102/16050 [1:49:57<1:05:57,  1.50it/s]
Training 2/3 epoch (loss 0.0004):  63%|██████▎   | 10103/16050 [1:49:57<58:31,  1.69it/s]  
Training 2/3 epoch (loss 0.0040):  63%|██████▎   | 10103/16050 [1:49:57<58:31,  1.69it/s]
Training 2/3 epoch (loss 0.0040):  63%|██████▎   | 10104/16050 [1:49:57<58:26,  1.70it/s]
Training 2/3 epoch (loss 0.0886):  63%|██████▎   | 10104/16050 [1:49:58<58:26,  1.70it/s]
Training 2/3 epoch (loss 0.0886):  63%|██████▎   | 10105/16050 [1:49:58<59:34,  1.66it/s]
Training 2/3 epoch (loss 0.0036):  63%|██████▎   | 10105/16050 [1:49:58<59:34,  1.66it/s]
Training 2/3 epoch (loss 0.0036):  63%|██████▎   | 10106/16050 [1:49:58<56:51,  1.74it/s]
Training 2/3 epoch (loss 0.6083):  63%|██████▎   | 10106/16050 [1:49:59<56:51,  1.74it/s]
Training 2/3 epoch (loss 0.6083):  63%|██████▎   | 10107/16050 [1:49:59<57:52,  1.71it/s]
Training 2/3 epoch (loss 0.4499):  63%|██████▎   | 10107/16050 [1:49:59<57:52,  1.71it/s]
Training 2/3 epoch (loss 0.4499):  63%|██████▎   | 10108/16050 [1:49:59<54:43,  1.81it/s]
Training 2/3 epoch (loss 0.0643):  63%|██████▎   | 10108/16050 [1:50:00<54:43,  1.81it/s]
Training 2/3 epoch (loss 0.0643):  63%|██████▎   | 10109/16050 [1:50:00<58:07,  1.70it/s]
Training 2/3 epoch (loss 0.0678):  63%|██████▎   | 10109/16050 [1:50:01<58:07,  1.70it/s]
Training 2/3 epoch (loss 0.0678):  63%|██████▎   | 10110/16050 [1:50:01<1:02:19,  1.59it/s]
Training 2/3 epoch (loss 0.0101):  63%|██████▎   | 10110/16050 [1:50:01<1:02:19,  1.59it/s]
Training 2/3 epoch (loss 0.0101):  63%|██████▎   | 10111/16050 [1:50:01<1:01:36,  1.61it/s]
Training 2/3 epoch (loss 0.3666):  63%|██████▎   | 10111/16050 [1:50:04<1:01:36,  1.61it/s]
Training 2/3 epoch (loss 0.3666):  63%|██████▎   | 10112/16050 [1:50:04<1:49:08,  1.10s/it]
Training 2/3 epoch (loss 0.0304):  63%|██████▎   | 10112/16050 [1:50:04<1:49:08,  1.10s/it]
Training 2/3 epoch (loss 0.0304):  63%|██████▎   | 10113/16050 [1:50:04<1:30:40,  1.09it/s]
Training 2/3 epoch (loss 0.0015):  63%|██████▎   | 10113/16050 [1:50:05<1:30:40,  1.09it/s]
Training 2/3 epoch (loss 0.0015):  63%|██████▎   | 10114/16050 [1:50:05<1:17:01,  1.28it/s]
Training 2/3 epoch (loss 0.4854):  63%|██████▎   | 10114/16050 [1:50:05<1:17:01,  1.28it/s]
Training 2/3 epoch (loss 0.4854):  63%|██████▎   | 10115/16050 [1:50:05<1:07:44,  1.46it/s]
Training 2/3 epoch (loss 0.7136):  63%|██████▎   | 10115/16050 [1:50:07<1:07:44,  1.46it/s]
Training 2/3 epoch (loss 0.7136):  63%|██████▎   | 10116/16050 [1:50:07<1:53:37,  1.15s/it]
Training 2/3 epoch (loss 0.3433):  63%|██████▎   | 10116/16050 [1:50:08<1:53:37,  1.15s/it]
Training 2/3 epoch (loss 0.3433):  63%|██████▎   | 10117/16050 [1:50:08<1:38:48,  1.00it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10117/16050 [1:50:08<1:38:48,  1.00it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10118/16050 [1:50:08<1:18:33,  1.26it/s]
Training 2/3 epoch (loss 0.4836):  63%|██████▎   | 10118/16050 [1:50:09<1:18:33,  1.26it/s]
Training 2/3 epoch (loss 0.4836):  63%|██████▎   | 10119/16050 [1:50:09<1:12:45,  1.36it/s]
Training 2/3 epoch (loss 0.1965):  63%|██████▎   | 10119/16050 [1:50:11<1:12:45,  1.36it/s]
Training 2/3 epoch (loss 0.1965):  63%|██████▎   | 10120/16050 [1:50:11<2:00:26,  1.22s/it]
Training 2/3 epoch (loss 0.0015):  63%|██████▎   | 10120/16050 [1:50:12<2:00:26,  1.22s/it]
Training 2/3 epoch (loss 0.0015):  63%|██████▎   | 10121/16050 [1:50:12<1:42:54,  1.04s/it]
Training 2/3 epoch (loss 0.2673):  63%|██████▎   | 10121/16050 [1:50:12<1:42:54,  1.04s/it]
Training 2/3 epoch (loss 0.2673):  63%|██████▎   | 10122/16050 [1:50:12<1:26:14,  1.15it/s]
Training 2/3 epoch (loss 0.0054):  63%|██████▎   | 10122/16050 [1:50:13<1:26:14,  1.15it/s]
Training 2/3 epoch (loss 0.0054):  63%|██████▎   | 10123/16050 [1:50:13<1:19:35,  1.24it/s]
Training 2/3 epoch (loss 0.4610):  63%|██████▎   | 10123/16050 [1:50:13<1:19:35,  1.24it/s]
Training 2/3 epoch (loss 0.4610):  63%|██████▎   | 10124/16050 [1:50:13<1:07:57,  1.45it/s]
Training 2/3 epoch (loss 0.0010):  63%|██████▎   | 10124/16050 [1:50:14<1:07:57,  1.45it/s]
Training 2/3 epoch (loss 0.0010):  63%|██████▎   | 10125/16050 [1:50:14<1:00:57,  1.62it/s]
Training 2/3 epoch (loss 0.0001):  63%|██████▎   | 10125/16050 [1:50:14<1:00:57,  1.62it/s]
Training 2/3 epoch (loss 0.0001):  63%|██████▎   | 10126/16050 [1:50:14<53:29,  1.85it/s]  
Training 2/3 epoch (loss 0.2303):  63%|██████▎   | 10126/16050 [1:50:16<53:29,  1.85it/s]
Training 2/3 epoch (loss 0.2303):  63%|██████▎   | 10127/16050 [1:50:16<1:42:46,  1.04s/it]
Training 2/3 epoch (loss 0.2204):  63%|██████▎   | 10127/16050 [1:50:17<1:42:46,  1.04s/it]
Training 2/3 epoch (loss 0.2204):  63%|██████▎   | 10128/16050 [1:50:17<1:45:46,  1.07s/it]
Training 2/3 epoch (loss 0.0388):  63%|██████▎   | 10128/16050 [1:50:18<1:45:46,  1.07s/it]
Training 2/3 epoch (loss 0.0388):  63%|██████▎   | 10129/16050 [1:50:18<1:38:14,  1.00it/s]
Training 2/3 epoch (loss 0.2013):  63%|██████▎   | 10129/16050 [1:50:19<1:38:14,  1.00it/s]
Training 2/3 epoch (loss 0.2013):  63%|██████▎   | 10130/16050 [1:50:19<1:21:06,  1.22it/s]
Training 2/3 epoch (loss 0.1333):  63%|██████▎   | 10130/16050 [1:50:19<1:21:06,  1.22it/s]
Training 2/3 epoch (loss 0.1333):  63%|██████▎   | 10131/16050 [1:50:19<1:12:18,  1.36it/s]
Training 2/3 epoch (loss 0.1092):  63%|██████▎   | 10131/16050 [1:50:20<1:12:18,  1.36it/s]
Training 2/3 epoch (loss 0.1092):  63%|██████▎   | 10132/16050 [1:50:20<1:06:31,  1.48it/s]
Training 2/3 epoch (loss 0.0192):  63%|██████▎   | 10132/16050 [1:50:21<1:06:31,  1.48it/s]
Training 2/3 epoch (loss 0.0192):  63%|██████▎   | 10133/16050 [1:50:21<1:11:59,  1.37it/s]
Training 2/3 epoch (loss 0.0079):  63%|██████▎   | 10133/16050 [1:50:21<1:11:59,  1.37it/s]
Training 2/3 epoch (loss 0.0079):  63%|██████▎   | 10134/16050 [1:50:21<1:01:25,  1.61it/s]
Training 2/3 epoch (loss 0.3213):  63%|██████▎   | 10134/16050 [1:50:23<1:01:25,  1.61it/s]
Training 2/3 epoch (loss 0.3213):  63%|██████▎   | 10135/16050 [1:50:23<1:52:11,  1.14s/it]
Training 2/3 epoch (loss 0.0111):  63%|██████▎   | 10135/16050 [1:50:24<1:52:11,  1.14s/it]
Training 2/3 epoch (loss 0.0111):  63%|██████▎   | 10136/16050 [1:50:24<1:36:54,  1.02it/s]
Training 2/3 epoch (loss 0.2059):  63%|██████▎   | 10136/16050 [1:50:25<1:36:54,  1.02it/s]
Training 2/3 epoch (loss 0.2059):  63%|██████▎   | 10137/16050 [1:50:25<1:31:58,  1.07it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10137/16050 [1:50:25<1:31:58,  1.07it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10138/16050 [1:50:25<1:18:21,  1.26it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10138/16050 [1:50:26<1:18:21,  1.26it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10139/16050 [1:50:26<1:13:08,  1.35it/s]
Training 2/3 epoch (loss 0.0829):  63%|██████▎   | 10139/16050 [1:50:27<1:13:08,  1.35it/s]
Training 2/3 epoch (loss 0.0829):  63%|██████▎   | 10140/16050 [1:50:27<1:11:44,  1.37it/s]
Training 2/3 epoch (loss 0.0121):  63%|██████▎   | 10140/16050 [1:50:27<1:11:44,  1.37it/s]
Training 2/3 epoch (loss 0.0121):  63%|██████▎   | 10141/16050 [1:50:27<1:05:40,  1.50it/s]
Training 2/3 epoch (loss 0.0220):  63%|██████▎   | 10141/16050 [1:50:28<1:05:40,  1.50it/s]
Training 2/3 epoch (loss 0.0220):  63%|██████▎   | 10142/16050 [1:50:28<1:03:54,  1.54it/s]
Training 2/3 epoch (loss 0.0196):  63%|██████▎   | 10142/16050 [1:50:28<1:03:54,  1.54it/s]
Training 2/3 epoch (loss 0.0196):  63%|██████▎   | 10143/16050 [1:50:28<1:00:51,  1.62it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10143/16050 [1:50:29<1:00:51,  1.62it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10144/16050 [1:50:29<52:11,  1.89it/s]  
Training 2/3 epoch (loss 0.1197):  63%|██████▎   | 10144/16050 [1:50:31<52:11,  1.89it/s]
Training 2/3 epoch (loss 0.1197):  63%|██████▎   | 10145/16050 [1:50:31<1:42:40,  1.04s/it]
Training 2/3 epoch (loss 0.0017):  63%|██████▎   | 10145/16050 [1:50:31<1:42:40,  1.04s/it]
Training 2/3 epoch (loss 0.0017):  63%|██████▎   | 10146/16050 [1:50:31<1:30:56,  1.08it/s]
Training 2/3 epoch (loss 0.0005):  63%|██████▎   | 10146/16050 [1:50:32<1:30:56,  1.08it/s]
Training 2/3 epoch (loss 0.0005):  63%|██████▎   | 10147/16050 [1:50:32<1:22:32,  1.19it/s]
Training 2/3 epoch (loss 0.2457):  63%|██████▎   | 10147/16050 [1:50:33<1:22:32,  1.19it/s]
Training 2/3 epoch (loss 0.2457):  63%|██████▎   | 10148/16050 [1:50:33<1:13:26,  1.34it/s]
Training 2/3 epoch (loss 0.3187):  63%|██████▎   | 10148/16050 [1:50:33<1:13:26,  1.34it/s]
Training 2/3 epoch (loss 0.3187):  63%|██████▎   | 10149/16050 [1:50:33<1:13:45,  1.33it/s]
Training 2/3 epoch (loss 0.0316):  63%|██████▎   | 10149/16050 [1:50:34<1:13:45,  1.33it/s]
Training 2/3 epoch (loss 0.0316):  63%|██████▎   | 10150/16050 [1:50:34<1:07:51,  1.45it/s]
Training 2/3 epoch (loss 0.0097):  63%|██████▎   | 10150/16050 [1:50:34<1:07:51,  1.45it/s]
Training 2/3 epoch (loss 0.0097):  63%|██████▎   | 10151/16050 [1:50:34<1:00:45,  1.62it/s]
Training 2/3 epoch (loss 0.3725):  63%|██████▎   | 10151/16050 [1:50:35<1:00:45,  1.62it/s]
Training 2/3 epoch (loss 0.3725):  63%|██████▎   | 10152/16050 [1:50:35<55:41,  1.77it/s]  
Training 2/3 epoch (loss 0.0236):  63%|██████▎   | 10152/16050 [1:50:35<55:41,  1.77it/s]
Training 2/3 epoch (loss 0.0236):  63%|██████▎   | 10153/16050 [1:50:35<52:55,  1.86it/s]
Training 2/3 epoch (loss 0.2512):  63%|██████▎   | 10153/16050 [1:50:36<52:55,  1.86it/s]
Training 2/3 epoch (loss 0.2512):  63%|██████▎   | 10154/16050 [1:50:36<55:11,  1.78it/s]
Training 2/3 epoch (loss 0.0796):  63%|██████▎   | 10154/16050 [1:50:36<55:11,  1.78it/s]
Training 2/3 epoch (loss 0.0796):  63%|██████▎   | 10155/16050 [1:50:36<53:58,  1.82it/s]
Training 2/3 epoch (loss 0.2489):  63%|██████▎   | 10155/16050 [1:50:37<53:58,  1.82it/s]
Training 2/3 epoch (loss 0.2489):  63%|██████▎   | 10156/16050 [1:50:37<56:55,  1.73it/s]
Training 2/3 epoch (loss 0.0045):  63%|██████▎   | 10156/16050 [1:50:38<56:55,  1.73it/s]
Training 2/3 epoch (loss 0.0045):  63%|██████▎   | 10157/16050 [1:50:38<59:05,  1.66it/s]
Training 2/3 epoch (loss 0.0040):  63%|██████▎   | 10157/16050 [1:50:38<59:05,  1.66it/s]
Training 2/3 epoch (loss 0.0040):  63%|██████▎   | 10158/16050 [1:50:38<55:30,  1.77it/s]
Training 2/3 epoch (loss 0.0720):  63%|██████▎   | 10158/16050 [1:50:39<55:30,  1.77it/s]
Training 2/3 epoch (loss 0.0720):  63%|██████▎   | 10159/16050 [1:50:39<58:28,  1.68it/s]
Training 2/3 epoch (loss 0.6031):  63%|██████▎   | 10159/16050 [1:50:40<58:28,  1.68it/s]
Training 2/3 epoch (loss 0.6031):  63%|██████▎   | 10160/16050 [1:50:40<59:23,  1.65it/s]
Training 2/3 epoch (loss 0.0188):  63%|██████▎   | 10160/16050 [1:50:40<59:23,  1.65it/s]
Training 2/3 epoch (loss 0.0188):  63%|██████▎   | 10161/16050 [1:50:40<59:56,  1.64it/s]
Training 2/3 epoch (loss 0.0262):  63%|██████▎   | 10161/16050 [1:50:41<59:56,  1.64it/s]
Training 2/3 epoch (loss 0.0262):  63%|██████▎   | 10162/16050 [1:50:41<55:15,  1.78it/s]
Training 2/3 epoch (loss 0.0231):  63%|██████▎   | 10162/16050 [1:50:41<55:15,  1.78it/s]
Training 2/3 epoch (loss 0.0231):  63%|██████▎   | 10163/16050 [1:50:41<52:02,  1.89it/s]
Training 2/3 epoch (loss 0.0007):  63%|██████▎   | 10163/16050 [1:50:41<52:02,  1.89it/s]
Training 2/3 epoch (loss 0.0007):  63%|██████▎   | 10164/16050 [1:50:41<48:22,  2.03it/s]
Training 2/3 epoch (loss 0.0320):  63%|██████▎   | 10164/16050 [1:50:42<48:22,  2.03it/s]
Training 2/3 epoch (loss 0.0320):  63%|██████▎   | 10165/16050 [1:50:42<52:14,  1.88it/s]
Training 2/3 epoch (loss 0.0188):  63%|██████▎   | 10165/16050 [1:50:43<52:14,  1.88it/s]
Training 2/3 epoch (loss 0.0188):  63%|██████▎   | 10166/16050 [1:50:43<1:01:40,  1.59it/s]
Training 2/3 epoch (loss 0.0004):  63%|██████▎   | 10166/16050 [1:50:43<1:01:40,  1.59it/s]
Training 2/3 epoch (loss 0.0004):  63%|██████▎   | 10167/16050 [1:50:43<55:48,  1.76it/s]  
Training 2/3 epoch (loss 0.4684):  63%|██████▎   | 10167/16050 [1:50:44<55:48,  1.76it/s]
Training 2/3 epoch (loss 0.4684):  63%|██████▎   | 10168/16050 [1:50:44<54:30,  1.80it/s]
Training 2/3 epoch (loss 0.0306):  63%|██████▎   | 10168/16050 [1:50:44<54:30,  1.80it/s]
Training 2/3 epoch (loss 0.0306):  63%|██████▎   | 10169/16050 [1:50:44<56:02,  1.75it/s]
Training 2/3 epoch (loss 0.0473):  63%|██████▎   | 10169/16050 [1:50:45<56:02,  1.75it/s]
Training 2/3 epoch (loss 0.0473):  63%|██████▎   | 10170/16050 [1:50:45<53:31,  1.83it/s]
Training 2/3 epoch (loss 0.0018):  63%|██████▎   | 10170/16050 [1:50:46<53:31,  1.83it/s]
Training 2/3 epoch (loss 0.0018):  63%|██████▎   | 10171/16050 [1:50:46<59:37,  1.64it/s]
Training 2/3 epoch (loss 0.2523):  63%|██████▎   | 10171/16050 [1:50:46<59:37,  1.64it/s]
Training 2/3 epoch (loss 0.2523):  63%|██████▎   | 10172/16050 [1:50:46<55:28,  1.77it/s]
Training 2/3 epoch (loss 0.0011):  63%|██████▎   | 10172/16050 [1:50:47<55:28,  1.77it/s]
Training 2/3 epoch (loss 0.0011):  63%|██████▎   | 10173/16050 [1:50:47<54:57,  1.78it/s]
Training 2/3 epoch (loss 0.0062):  63%|██████▎   | 10173/16050 [1:50:47<54:57,  1.78it/s]
Training 2/3 epoch (loss 0.0062):  63%|██████▎   | 10174/16050 [1:50:47<50:30,  1.94it/s]
Training 2/3 epoch (loss 0.4988):  63%|██████▎   | 10174/16050 [1:50:48<50:30,  1.94it/s]
Training 2/3 epoch (loss 0.4988):  63%|██████▎   | 10175/16050 [1:50:48<47:37,  2.06it/s]
Training 2/3 epoch (loss 0.0023):  63%|██████▎   | 10175/16050 [1:50:48<47:37,  2.06it/s]
Training 2/3 epoch (loss 0.0023):  63%|██████▎   | 10176/16050 [1:50:48<49:59,  1.96it/s]
Training 2/3 epoch (loss 0.0304):  63%|██████▎   | 10176/16050 [1:50:49<49:59,  1.96it/s]
Training 2/3 epoch (loss 0.0304):  63%|██████▎   | 10177/16050 [1:50:49<49:08,  1.99it/s]
Training 2/3 epoch (loss 0.0112):  63%|██████▎   | 10177/16050 [1:50:49<49:08,  1.99it/s]
Training 2/3 epoch (loss 0.0112):  63%|██████▎   | 10178/16050 [1:50:49<58:22,  1.68it/s]
Training 2/3 epoch (loss 0.0063):  63%|██████▎   | 10178/16050 [1:50:50<58:22,  1.68it/s]
Training 2/3 epoch (loss 0.0063):  63%|██████▎   | 10179/16050 [1:50:50<58:47,  1.66it/s]
Training 2/3 epoch (loss 0.0003):  63%|██████▎   | 10179/16050 [1:50:50<58:47,  1.66it/s]
Training 2/3 epoch (loss 0.0003):  63%|██████▎   | 10180/16050 [1:50:50<52:52,  1.85it/s]
Training 2/3 epoch (loss 0.5999):  63%|██████▎   | 10180/16050 [1:50:51<52:52,  1.85it/s]
Training 2/3 epoch (loss 0.5999):  63%|██████▎   | 10181/16050 [1:50:51<55:19,  1.77it/s]
Training 2/3 epoch (loss 0.0583):  63%|██████▎   | 10181/16050 [1:50:52<55:19,  1.77it/s]
Training 2/3 epoch (loss 0.0583):  63%|██████▎   | 10182/16050 [1:50:52<57:53,  1.69it/s]
Training 2/3 epoch (loss 0.0326):  63%|██████▎   | 10182/16050 [1:50:52<57:53,  1.69it/s]
Training 2/3 epoch (loss 0.0326):  63%|██████▎   | 10183/16050 [1:50:52<1:00:18,  1.62it/s]
Training 2/3 epoch (loss 0.0168):  63%|██████▎   | 10183/16050 [1:50:53<1:00:18,  1.62it/s]
Training 2/3 epoch (loss 0.0168):  63%|██████▎   | 10184/16050 [1:50:53<59:55,  1.63it/s]  
Training 2/3 epoch (loss 0.0009):  63%|██████▎   | 10184/16050 [1:50:54<59:55,  1.63it/s]
Training 2/3 epoch (loss 0.0009):  63%|██████▎   | 10185/16050 [1:50:54<58:00,  1.68it/s]
Training 2/3 epoch (loss 0.0093):  63%|██████▎   | 10185/16050 [1:50:54<58:00,  1.68it/s]
Training 2/3 epoch (loss 0.0093):  63%|██████▎   | 10186/16050 [1:50:54<50:32,  1.93it/s]
Training 2/3 epoch (loss 0.0861):  63%|██████▎   | 10186/16050 [1:50:54<50:32,  1.93it/s]
Training 2/3 epoch (loss 0.0861):  63%|██████▎   | 10187/16050 [1:50:54<46:41,  2.09it/s]
Training 2/3 epoch (loss 0.0004):  63%|██████▎   | 10187/16050 [1:50:55<46:41,  2.09it/s]
Training 2/3 epoch (loss 0.0004):  63%|██████▎   | 10188/16050 [1:50:55<50:11,  1.95it/s]
Training 2/3 epoch (loss 0.0018):  63%|██████▎   | 10188/16050 [1:50:55<50:11,  1.95it/s]
Training 2/3 epoch (loss 0.0018):  63%|██████▎   | 10189/16050 [1:50:55<47:25,  2.06it/s]
Training 2/3 epoch (loss 0.1982):  63%|██████▎   | 10189/16050 [1:50:56<47:25,  2.06it/s]
Training 2/3 epoch (loss 0.1982):  63%|██████▎   | 10190/16050 [1:50:56<50:53,  1.92it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10190/16050 [1:50:56<50:53,  1.92it/s]
Training 2/3 epoch (loss 0.0002):  63%|██████▎   | 10191/16050 [1:50:56<48:46,  2.00it/s]
Training 2/3 epoch (loss 0.0040):  63%|██████▎   | 10191/16050 [1:50:57<48:46,  2.00it/s]
Training 2/3 epoch (loss 0.0040):  64%|██████▎   | 10192/16050 [1:50:57<47:26,  2.06it/s]
Training 2/3 epoch (loss 0.0353):  64%|██████▎   | 10192/16050 [1:50:57<47:26,  2.06it/s]
Training 2/3 epoch (loss 0.0353):  64%|██████▎   | 10193/16050 [1:50:57<51:27,  1.90it/s]
Training 2/3 epoch (loss 0.0015):  64%|██████▎   | 10193/16050 [1:50:58<51:27,  1.90it/s]
Training 2/3 epoch (loss 0.0015):  64%|██████▎   | 10194/16050 [1:50:58<49:17,  1.98it/s]
Training 2/3 epoch (loss 0.0778):  64%|██████▎   | 10194/16050 [1:50:58<49:17,  1.98it/s]
Training 2/3 epoch (loss 0.0778):  64%|██████▎   | 10195/16050 [1:50:58<44:58,  2.17it/s]
Training 2/3 epoch (loss 0.2889):  64%|██████▎   | 10195/16050 [1:50:59<44:58,  2.17it/s]
Training 2/3 epoch (loss 0.2889):  64%|██████▎   | 10196/16050 [1:50:59<43:01,  2.27it/s]
Training 2/3 epoch (loss 0.0200):  64%|██████▎   | 10196/16050 [1:50:59<43:01,  2.27it/s]
Training 2/3 epoch (loss 0.0200):  64%|██████▎   | 10197/16050 [1:50:59<49:13,  1.98it/s]
Training 2/3 epoch (loss 0.0108):  64%|██████▎   | 10197/16050 [1:51:00<49:13,  1.98it/s]
Training 2/3 epoch (loss 0.0108):  64%|██████▎   | 10198/16050 [1:51:00<49:21,  1.98it/s]
Training 2/3 epoch (loss 0.0022):  64%|██████▎   | 10198/16050 [1:51:00<49:21,  1.98it/s]
Training 2/3 epoch (loss 0.0022):  64%|██████▎   | 10199/16050 [1:51:00<47:48,  2.04it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▎   | 10199/16050 [1:51:01<47:48,  2.04it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▎   | 10200/16050 [1:51:01<45:07,  2.16it/s]
Training 2/3 epoch (loss 0.4978):  64%|██████▎   | 10200/16050 [1:51:01<45:07,  2.16it/s]
Training 2/3 epoch (loss 0.4978):  64%|██████▎   | 10201/16050 [1:51:01<45:33,  2.14it/s]
Training 2/3 epoch (loss 0.0489):  64%|██████▎   | 10201/16050 [1:51:02<45:33,  2.14it/s]
Training 2/3 epoch (loss 0.0489):  64%|██████▎   | 10202/16050 [1:51:02<47:34,  2.05it/s]
Training 2/3 epoch (loss 0.0003):  64%|██████▎   | 10202/16050 [1:51:02<47:34,  2.05it/s]
Training 2/3 epoch (loss 0.0003):  64%|██████▎   | 10203/16050 [1:51:02<43:12,  2.26it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▎   | 10203/16050 [1:51:03<43:12,  2.26it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▎   | 10204/16050 [1:51:03<48:18,  2.02it/s]
Training 2/3 epoch (loss 0.0030):  64%|██████▎   | 10204/16050 [1:51:03<48:18,  2.02it/s]
Training 2/3 epoch (loss 0.0030):  64%|██████▎   | 10205/16050 [1:51:03<44:29,  2.19it/s]
Training 2/3 epoch (loss 0.0011):  64%|██████▎   | 10205/16050 [1:51:03<44:29,  2.19it/s]
Training 2/3 epoch (loss 0.0011):  64%|██████▎   | 10206/16050 [1:51:03<45:48,  2.13it/s]
Training 2/3 epoch (loss 0.0040):  64%|██████▎   | 10206/16050 [1:51:04<45:48,  2.13it/s]
Training 2/3 epoch (loss 0.0040):  64%|██████▎   | 10207/16050 [1:51:04<43:47,  2.22it/s]
Training 2/3 epoch (loss 0.3750):  64%|██████▎   | 10207/16050 [1:51:04<43:47,  2.22it/s]
Training 2/3 epoch (loss 0.3750):  64%|██████▎   | 10208/16050 [1:51:04<44:09,  2.20it/s]
Training 2/3 epoch (loss 0.3735):  64%|██████▎   | 10208/16050 [1:51:05<44:09,  2.20it/s]
Training 2/3 epoch (loss 0.3735):  64%|██████▎   | 10209/16050 [1:51:05<44:17,  2.20it/s]
Training 2/3 epoch (loss 0.0249):  64%|██████▎   | 10209/16050 [1:51:05<44:17,  2.20it/s]
Training 2/3 epoch (loss 0.0249):  64%|██████▎   | 10210/16050 [1:51:05<48:29,  2.01it/s]
Training 2/3 epoch (loss 0.2870):  64%|██████▎   | 10210/16050 [1:51:06<48:29,  2.01it/s]
Training 2/3 epoch (loss 0.2870):  64%|██████▎   | 10211/16050 [1:51:06<49:32,  1.96it/s]
Training 2/3 epoch (loss 0.0010):  64%|██████▎   | 10211/16050 [1:51:06<49:32,  1.96it/s]
Training 2/3 epoch (loss 0.0010):  64%|██████▎   | 10212/16050 [1:51:06<46:17,  2.10it/s]
Training 2/3 epoch (loss 0.0008):  64%|██████▎   | 10212/16050 [1:51:07<46:17,  2.10it/s]
Training 2/3 epoch (loss 0.0008):  64%|██████▎   | 10213/16050 [1:51:07<44:20,  2.19it/s]
Training 2/3 epoch (loss 0.2498):  64%|██████▎   | 10213/16050 [1:51:07<44:20,  2.19it/s]
Training 2/3 epoch (loss 0.2498):  64%|██████▎   | 10214/16050 [1:51:07<48:29,  2.01it/s]
Training 2/3 epoch (loss 0.0664):  64%|██████▎   | 10214/16050 [1:51:08<48:29,  2.01it/s]
Training 2/3 epoch (loss 0.0664):  64%|██████▎   | 10215/16050 [1:51:08<57:03,  1.70it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▎   | 10215/16050 [1:51:09<57:03,  1.70it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▎   | 10216/16050 [1:51:09<55:52,  1.74it/s]
Training 2/3 epoch (loss 0.0265):  64%|██████▎   | 10216/16050 [1:51:09<55:52,  1.74it/s]
Training 2/3 epoch (loss 0.0265):  64%|██████▎   | 10217/16050 [1:51:09<55:19,  1.76it/s]
Training 2/3 epoch (loss 0.5756):  64%|██████▎   | 10217/16050 [1:51:10<55:19,  1.76it/s]
Training 2/3 epoch (loss 0.5756):  64%|██████▎   | 10218/16050 [1:51:10<47:38,  2.04it/s]
Training 2/3 epoch (loss 0.0433):  64%|██████▎   | 10218/16050 [1:51:10<47:38,  2.04it/s]
Training 2/3 epoch (loss 0.0433):  64%|██████▎   | 10219/16050 [1:51:10<51:46,  1.88it/s]
Training 2/3 epoch (loss 0.1280):  64%|██████▎   | 10219/16050 [1:51:11<51:46,  1.88it/s]
Training 2/3 epoch (loss 0.1280):  64%|██████▎   | 10220/16050 [1:51:11<46:40,  2.08it/s]
Training 2/3 epoch (loss 0.0221):  64%|██████▎   | 10220/16050 [1:51:11<46:40,  2.08it/s]
Training 2/3 epoch (loss 0.0221):  64%|██████▎   | 10221/16050 [1:51:11<56:09,  1.73it/s]
Training 2/3 epoch (loss 0.0029):  64%|██████▎   | 10221/16050 [1:51:12<56:09,  1.73it/s]
Training 2/3 epoch (loss 0.0029):  64%|██████▎   | 10222/16050 [1:51:12<58:24,  1.66it/s]
Training 2/3 epoch (loss 0.0007):  64%|██████▎   | 10222/16050 [1:51:13<58:24,  1.66it/s]
Training 2/3 epoch (loss 0.0007):  64%|██████▎   | 10223/16050 [1:51:13<55:16,  1.76it/s]
Training 2/3 epoch (loss 0.0007):  64%|██████▎   | 10223/16050 [1:51:13<55:16,  1.76it/s]
Training 2/3 epoch (loss 0.0007):  64%|██████▎   | 10224/16050 [1:51:13<52:27,  1.85it/s]
Training 2/3 epoch (loss 0.0661):  64%|██████▎   | 10224/16050 [1:51:14<52:27,  1.85it/s]
Training 2/3 epoch (loss 0.0661):  64%|██████▎   | 10225/16050 [1:51:14<52:28,  1.85it/s]
Training 2/3 epoch (loss 0.0007):  64%|██████▎   | 10225/16050 [1:51:14<52:28,  1.85it/s]
Training 2/3 epoch (loss 0.0007):  64%|██████▎   | 10226/16050 [1:51:14<48:52,  1.99it/s]
Training 2/3 epoch (loss 0.0210):  64%|██████▎   | 10226/16050 [1:51:15<48:52,  1.99it/s]
Training 2/3 epoch (loss 0.0210):  64%|██████▎   | 10227/16050 [1:51:15<52:19,  1.85it/s]
Training 2/3 epoch (loss 0.4416):  64%|██████▎   | 10227/16050 [1:51:15<52:19,  1.85it/s]
Training 2/3 epoch (loss 0.4416):  64%|██████▎   | 10228/16050 [1:51:15<48:02,  2.02it/s]
Training 2/3 epoch (loss 0.0511):  64%|██████▎   | 10228/16050 [1:51:16<48:02,  2.02it/s]
Training 2/3 epoch (loss 0.0511):  64%|██████▎   | 10229/16050 [1:51:16<1:00:31,  1.60it/s]
Training 2/3 epoch (loss 0.0828):  64%|██████▎   | 10229/16050 [1:51:16<1:00:31,  1.60it/s]
Training 2/3 epoch (loss 0.0828):  64%|██████▎   | 10230/16050 [1:51:16<58:54,  1.65it/s]  
Training 2/3 epoch (loss 0.0181):  64%|██████▎   | 10230/16050 [1:51:17<58:54,  1.65it/s]
Training 2/3 epoch (loss 0.0181):  64%|██████▎   | 10231/16050 [1:51:17<54:36,  1.78it/s]
Training 2/3 epoch (loss 0.0024):  64%|██████▎   | 10231/16050 [1:51:18<54:36,  1.78it/s]
Training 2/3 epoch (loss 0.0024):  64%|██████▍   | 10232/16050 [1:51:18<56:38,  1.71it/s]
Training 2/3 epoch (loss 0.1541):  64%|██████▍   | 10232/16050 [1:51:20<56:38,  1.71it/s]
Training 2/3 epoch (loss 0.1541):  64%|██████▍   | 10233/16050 [1:51:20<1:44:47,  1.08s/it]
Training 2/3 epoch (loss 0.0047):  64%|██████▍   | 10233/16050 [1:51:21<1:44:47,  1.08s/it]
Training 2/3 epoch (loss 0.0047):  64%|██████▍   | 10234/16050 [1:51:21<1:38:09,  1.01s/it]
Training 2/3 epoch (loss 0.0209):  64%|██████▍   | 10234/16050 [1:51:21<1:38:09,  1.01s/it]
Training 2/3 epoch (loss 0.0209):  64%|██████▍   | 10235/16050 [1:51:21<1:26:32,  1.12it/s]
Training 2/3 epoch (loss 0.0429):  64%|██████▍   | 10235/16050 [1:51:22<1:26:32,  1.12it/s]
Training 2/3 epoch (loss 0.0429):  64%|██████▍   | 10236/16050 [1:51:22<1:19:44,  1.22it/s]
Training 2/3 epoch (loss 0.2657):  64%|██████▍   | 10236/16050 [1:51:23<1:19:44,  1.22it/s]
Training 2/3 epoch (loss 0.2657):  64%|██████▍   | 10237/16050 [1:51:23<1:18:59,  1.23it/s]
Training 2/3 epoch (loss 0.0056):  64%|██████▍   | 10237/16050 [1:51:23<1:18:59,  1.23it/s]
Training 2/3 epoch (loss 0.0056):  64%|██████▍   | 10238/16050 [1:51:23<1:07:51,  1.43it/s]
Training 2/3 epoch (loss 0.0875):  64%|██████▍   | 10238/16050 [1:51:24<1:07:51,  1.43it/s]
Training 2/3 epoch (loss 0.0875):  64%|██████▍   | 10239/16050 [1:51:24<1:02:20,  1.55it/s]
Training 2/3 epoch (loss 0.0207):  64%|██████▍   | 10239/16050 [1:51:24<1:02:20,  1.55it/s]
Training 2/3 epoch (loss 0.0207):  64%|██████▍   | 10240/16050 [1:51:24<58:41,  1.65it/s]  
Training 2/3 epoch (loss 0.0014):  64%|██████▍   | 10240/16050 [1:51:25<58:41,  1.65it/s]
Training 2/3 epoch (loss 0.0014):  64%|██████▍   | 10241/16050 [1:51:25<57:03,  1.70it/s]
Training 2/3 epoch (loss 0.3721):  64%|██████▍   | 10241/16050 [1:51:25<57:03,  1.70it/s]
Training 2/3 epoch (loss 0.3721):  64%|██████▍   | 10242/16050 [1:51:25<53:49,  1.80it/s]
Training 2/3 epoch (loss 0.0328):  64%|██████▍   | 10242/16050 [1:51:26<53:49,  1.80it/s]
Training 2/3 epoch (loss 0.0328):  64%|██████▍   | 10243/16050 [1:51:26<54:48,  1.77it/s]
Training 2/3 epoch (loss 0.4936):  64%|██████▍   | 10243/16050 [1:51:26<54:48,  1.77it/s]
Training 2/3 epoch (loss 0.4936):  64%|██████▍   | 10244/16050 [1:51:26<54:09,  1.79it/s]
Training 2/3 epoch (loss 0.0047):  64%|██████▍   | 10244/16050 [1:51:27<54:09,  1.79it/s]
Training 2/3 epoch (loss 0.0047):  64%|██████▍   | 10245/16050 [1:51:27<1:00:35,  1.60it/s]
Training 2/3 epoch (loss 0.2833):  64%|██████▍   | 10245/16050 [1:51:27<1:00:35,  1.60it/s]
Training 2/3 epoch (loss 0.2833):  64%|██████▍   | 10246/16050 [1:51:27<52:13,  1.85it/s]  
Training 2/3 epoch (loss 0.0023):  64%|██████▍   | 10246/16050 [1:51:28<52:13,  1.85it/s]
Training 2/3 epoch (loss 0.0023):  64%|██████▍   | 10247/16050 [1:51:28<49:12,  1.97it/s]
Training 2/3 epoch (loss 0.0100):  64%|██████▍   | 10247/16050 [1:51:28<49:12,  1.97it/s]
Training 2/3 epoch (loss 0.0100):  64%|██████▍   | 10248/16050 [1:51:28<49:47,  1.94it/s]
Training 2/3 epoch (loss 0.0095):  64%|██████▍   | 10248/16050 [1:51:29<49:47,  1.94it/s]
Training 2/3 epoch (loss 0.0095):  64%|██████▍   | 10249/16050 [1:51:29<52:09,  1.85it/s]
Training 2/3 epoch (loss 0.6129):  64%|██████▍   | 10249/16050 [1:51:29<52:09,  1.85it/s]
Training 2/3 epoch (loss 0.6129):  64%|██████▍   | 10250/16050 [1:51:29<48:36,  1.99it/s]
Training 2/3 epoch (loss 0.0032):  64%|██████▍   | 10250/16050 [1:51:30<48:36,  1.99it/s]
Training 2/3 epoch (loss 0.0032):  64%|██████▍   | 10251/16050 [1:51:30<49:02,  1.97it/s]
Training 2/3 epoch (loss 0.2053):  64%|██████▍   | 10251/16050 [1:51:30<49:02,  1.97it/s]
Training 2/3 epoch (loss 0.2053):  64%|██████▍   | 10252/16050 [1:51:30<46:08,  2.09it/s]
Training 2/3 epoch (loss 0.0047):  64%|██████▍   | 10252/16050 [1:51:31<46:08,  2.09it/s]
Training 2/3 epoch (loss 0.0047):  64%|██████▍   | 10253/16050 [1:51:31<47:30,  2.03it/s]
Training 2/3 epoch (loss 0.0751):  64%|██████▍   | 10253/16050 [1:51:31<47:30,  2.03it/s]
Training 2/3 epoch (loss 0.0751):  64%|██████▍   | 10254/16050 [1:51:31<50:00,  1.93it/s]
Training 2/3 epoch (loss 0.1284):  64%|██████▍   | 10254/16050 [1:51:32<50:00,  1.93it/s]
Training 2/3 epoch (loss 0.1284):  64%|██████▍   | 10255/16050 [1:51:32<46:42,  2.07it/s]
Training 2/3 epoch (loss 0.4707):  64%|██████▍   | 10255/16050 [1:51:32<46:42,  2.07it/s]
Training 2/3 epoch (loss 0.4707):  64%|██████▍   | 10256/16050 [1:51:32<47:50,  2.02it/s]
Training 2/3 epoch (loss 0.1719):  64%|██████▍   | 10256/16050 [1:51:35<47:50,  2.02it/s]
Training 2/3 epoch (loss 0.1719):  64%|██████▍   | 10257/16050 [1:51:35<1:38:14,  1.02s/it]
Training 2/3 epoch (loss 0.0001):  64%|██████▍   | 10257/16050 [1:51:35<1:38:14,  1.02s/it]
Training 2/3 epoch (loss 0.0001):  64%|██████▍   | 10258/16050 [1:51:35<1:22:42,  1.17it/s]
Training 2/3 epoch (loss 0.1474):  64%|██████▍   | 10258/16050 [1:51:35<1:22:42,  1.17it/s]
Training 2/3 epoch (loss 0.1474):  64%|██████▍   | 10259/16050 [1:51:35<1:08:16,  1.41it/s]
Training 2/3 epoch (loss 0.1187):  64%|██████▍   | 10259/16050 [1:51:36<1:08:16,  1.41it/s]
Training 2/3 epoch (loss 0.1187):  64%|██████▍   | 10260/16050 [1:51:36<1:01:22,  1.57it/s]
Training 2/3 epoch (loss 0.0012):  64%|██████▍   | 10260/16050 [1:51:37<1:01:22,  1.57it/s]
Training 2/3 epoch (loss 0.0012):  64%|██████▍   | 10261/16050 [1:51:37<1:00:30,  1.59it/s]
Training 2/3 epoch (loss 0.0011):  64%|██████▍   | 10261/16050 [1:51:37<1:00:30,  1.59it/s]
Training 2/3 epoch (loss 0.0011):  64%|██████▍   | 10262/16050 [1:51:37<54:39,  1.76it/s]  
Training 2/3 epoch (loss 0.0001):  64%|██████▍   | 10262/16050 [1:51:37<54:39,  1.76it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▍   | 10263/16050 [1:51:37<53:28,  1.80it/s]
Training 2/3 epoch (loss 0.2649):  64%|██████▍   | 10263/16050 [1:51:38<53:28,  1.80it/s]
Training 2/3 epoch (loss 0.2649):  64%|██████▍   | 10264/16050 [1:51:38<55:23,  1.74it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▍   | 10264/16050 [1:51:39<55:23,  1.74it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▍   | 10265/16050 [1:51:39<53:58,  1.79it/s]
Training 2/3 epoch (loss 0.0360):  64%|██████▍   | 10265/16050 [1:51:40<53:58,  1.79it/s]
Training 2/3 epoch (loss 0.0360):  64%|██████▍   | 10266/16050 [1:51:40<1:06:48,  1.44it/s]
Training 2/3 epoch (loss 0.0432):  64%|██████▍   | 10266/16050 [1:51:40<1:06:48,  1.44it/s]
Training 2/3 epoch (loss 0.0432):  64%|██████▍   | 10267/16050 [1:51:40<1:05:12,  1.48it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▍   | 10267/16050 [1:51:41<1:05:12,  1.48it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▍   | 10268/16050 [1:51:41<59:02,  1.63it/s]  
Training 2/3 epoch (loss 0.0664):  64%|██████▍   | 10268/16050 [1:51:41<59:02,  1.63it/s]
Training 2/3 epoch (loss 0.0664):  64%|██████▍   | 10269/16050 [1:51:41<1:00:44,  1.59it/s]
Training 2/3 epoch (loss 0.0014):  64%|██████▍   | 10269/16050 [1:51:42<1:00:44,  1.59it/s]
Training 2/3 epoch (loss 0.0014):  64%|██████▍   | 10270/16050 [1:51:42<54:45,  1.76it/s]  
Training 2/3 epoch (loss 0.4426):  64%|██████▍   | 10270/16050 [1:51:42<54:45,  1.76it/s]
Training 2/3 epoch (loss 0.4426):  64%|██████▍   | 10271/16050 [1:51:42<47:27,  2.03it/s]
Training 2/3 epoch (loss 0.0731):  64%|██████▍   | 10271/16050 [1:51:43<47:27,  2.03it/s]
Training 2/3 epoch (loss 0.0731):  64%|██████▍   | 10272/16050 [1:51:43<44:01,  2.19it/s]
Training 2/3 epoch (loss 0.4793):  64%|██████▍   | 10272/16050 [1:51:43<44:01,  2.19it/s]
Training 2/3 epoch (loss 0.4793):  64%|██████▍   | 10273/16050 [1:51:43<42:27,  2.27it/s]
Training 2/3 epoch (loss 0.0015):  64%|██████▍   | 10273/16050 [1:51:44<42:27,  2.27it/s]
Training 2/3 epoch (loss 0.0015):  64%|██████▍   | 10274/16050 [1:51:44<48:13,  2.00it/s]
Training 2/3 epoch (loss 0.5971):  64%|██████▍   | 10274/16050 [1:51:46<48:13,  2.00it/s]
Training 2/3 epoch (loss 0.5971):  64%|██████▍   | 10275/16050 [1:51:46<1:38:51,  1.03s/it]
Training 2/3 epoch (loss 0.0002):  64%|██████▍   | 10275/16050 [1:51:46<1:38:51,  1.03s/it]
Training 2/3 epoch (loss 0.0002):  64%|██████▍   | 10276/16050 [1:51:46<1:21:01,  1.19it/s]
Training 2/3 epoch (loss 0.0162):  64%|██████▍   | 10276/16050 [1:51:47<1:21:01,  1.19it/s]
Training 2/3 epoch (loss 0.0162):  64%|██████▍   | 10277/16050 [1:51:47<1:16:21,  1.26it/s]
Training 2/3 epoch (loss 0.0455):  64%|██████▍   | 10277/16050 [1:51:47<1:16:21,  1.26it/s]
Training 2/3 epoch (loss 0.0455):  64%|██████▍   | 10278/16050 [1:51:47<1:09:32,  1.38it/s]
Training 2/3 epoch (loss 0.3209):  64%|██████▍   | 10278/16050 [1:51:48<1:09:32,  1.38it/s]
Training 2/3 epoch (loss 0.3209):  64%|██████▍   | 10279/16050 [1:51:48<1:02:44,  1.53it/s]
Training 2/3 epoch (loss 0.5767):  64%|██████▍   | 10279/16050 [1:51:49<1:02:44,  1.53it/s]
Training 2/3 epoch (loss 0.5767):  64%|██████▍   | 10280/16050 [1:51:49<1:00:44,  1.58it/s]
Training 2/3 epoch (loss 0.0073):  64%|██████▍   | 10280/16050 [1:51:49<1:00:44,  1.58it/s]
Training 2/3 epoch (loss 0.0073):  64%|██████▍   | 10281/16050 [1:51:49<59:41,  1.61it/s]  
Training 2/3 epoch (loss 0.3039):  64%|██████▍   | 10281/16050 [1:51:50<59:41,  1.61it/s]
Training 2/3 epoch (loss 0.3039):  64%|██████▍   | 10282/16050 [1:51:50<1:00:04,  1.60it/s]
Training 2/3 epoch (loss 0.0853):  64%|██████▍   | 10282/16050 [1:51:50<1:00:04,  1.60it/s]
Training 2/3 epoch (loss 0.0853):  64%|██████▍   | 10283/16050 [1:51:50<55:06,  1.74it/s]  
Training 2/3 epoch (loss 0.3248):  64%|██████▍   | 10283/16050 [1:51:51<55:06,  1.74it/s]
Training 2/3 epoch (loss 0.3248):  64%|██████▍   | 10284/16050 [1:51:51<52:08,  1.84it/s]
Training 2/3 epoch (loss 0.0569):  64%|██████▍   | 10284/16050 [1:51:51<52:08,  1.84it/s]
Training 2/3 epoch (loss 0.0569):  64%|██████▍   | 10285/16050 [1:51:51<55:05,  1.74it/s]
Training 2/3 epoch (loss 0.3100):  64%|██████▍   | 10285/16050 [1:51:52<55:05,  1.74it/s]
Training 2/3 epoch (loss 0.3100):  64%|██████▍   | 10286/16050 [1:51:52<52:03,  1.85it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▍   | 10286/16050 [1:51:52<52:03,  1.85it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▍   | 10287/16050 [1:51:52<54:45,  1.75it/s]
Training 2/3 epoch (loss 0.0054):  64%|██████▍   | 10287/16050 [1:51:53<54:45,  1.75it/s]
Training 2/3 epoch (loss 0.0054):  64%|██████▍   | 10288/16050 [1:51:53<54:19,  1.77it/s]
Training 2/3 epoch (loss 0.0141):  64%|██████▍   | 10288/16050 [1:51:54<54:19,  1.77it/s]
Training 2/3 epoch (loss 0.0141):  64%|██████▍   | 10289/16050 [1:51:54<57:58,  1.66it/s]
Training 2/3 epoch (loss 0.0040):  64%|██████▍   | 10289/16050 [1:51:54<57:58,  1.66it/s]
Training 2/3 epoch (loss 0.0040):  64%|██████▍   | 10290/16050 [1:51:54<58:27,  1.64it/s]
Training 2/3 epoch (loss 0.0083):  64%|██████▍   | 10290/16050 [1:51:55<58:27,  1.64it/s]
Training 2/3 epoch (loss 0.0083):  64%|██████▍   | 10291/16050 [1:51:55<59:06,  1.62it/s]
Training 2/3 epoch (loss 0.0101):  64%|██████▍   | 10291/16050 [1:51:56<59:06,  1.62it/s]
Training 2/3 epoch (loss 0.0101):  64%|██████▍   | 10292/16050 [1:51:56<1:25:35,  1.12it/s]
Training 2/3 epoch (loss 0.0555):  64%|██████▍   | 10292/16050 [1:51:57<1:25:35,  1.12it/s]
Training 2/3 epoch (loss 0.0555):  64%|██████▍   | 10293/16050 [1:51:57<1:14:34,  1.29it/s]
Training 2/3 epoch (loss 0.0681):  64%|██████▍   | 10293/16050 [1:51:58<1:14:34,  1.29it/s]
Training 2/3 epoch (loss 0.0681):  64%|██████▍   | 10294/16050 [1:51:58<1:07:19,  1.43it/s]
Training 2/3 epoch (loss 0.5542):  64%|██████▍   | 10294/16050 [1:51:58<1:07:19,  1.43it/s]
Training 2/3 epoch (loss 0.5542):  64%|██████▍   | 10295/16050 [1:51:58<58:01,  1.65it/s]  
Training 2/3 epoch (loss 0.0025):  64%|██████▍   | 10295/16050 [1:51:58<58:01,  1.65it/s]
Training 2/3 epoch (loss 0.0025):  64%|██████▍   | 10296/16050 [1:51:58<55:13,  1.74it/s]
Training 2/3 epoch (loss 0.0069):  64%|██████▍   | 10296/16050 [1:51:59<55:13,  1.74it/s]
Training 2/3 epoch (loss 0.0069):  64%|██████▍   | 10297/16050 [1:51:59<53:19,  1.80it/s]
Training 2/3 epoch (loss 0.0007):  64%|██████▍   | 10297/16050 [1:51:59<53:19,  1.80it/s]
Training 2/3 epoch (loss 0.0007):  64%|██████▍   | 10298/16050 [1:51:59<48:37,  1.97it/s]
Training 2/3 epoch (loss 0.4802):  64%|██████▍   | 10298/16050 [1:52:00<48:37,  1.97it/s]
Training 2/3 epoch (loss 0.4802):  64%|██████▍   | 10299/16050 [1:52:00<45:50,  2.09it/s]
Training 2/3 epoch (loss 0.0062):  64%|██████▍   | 10299/16050 [1:52:00<45:50,  2.09it/s]
Training 2/3 epoch (loss 0.0062):  64%|██████▍   | 10300/16050 [1:52:00<48:07,  1.99it/s]
Training 2/3 epoch (loss 0.0055):  64%|██████▍   | 10300/16050 [1:52:01<48:07,  1.99it/s]
Training 2/3 epoch (loss 0.0055):  64%|██████▍   | 10301/16050 [1:52:01<55:44,  1.72it/s]
Training 2/3 epoch (loss 0.0050):  64%|██████▍   | 10301/16050 [1:52:02<55:44,  1.72it/s]
Training 2/3 epoch (loss 0.0050):  64%|██████▍   | 10302/16050 [1:52:02<1:03:48,  1.50it/s]
Training 2/3 epoch (loss 0.0664):  64%|██████▍   | 10302/16050 [1:52:03<1:03:48,  1.50it/s]
Training 2/3 epoch (loss 0.0664):  64%|██████▍   | 10303/16050 [1:52:03<1:07:16,  1.42it/s]
Training 2/3 epoch (loss 0.0007):  64%|██████▍   | 10303/16050 [1:52:04<1:07:16,  1.42it/s]
Training 2/3 epoch (loss 0.0007):  64%|██████▍   | 10304/16050 [1:52:04<1:21:29,  1.18it/s]
Training 2/3 epoch (loss 0.5216):  64%|██████▍   | 10304/16050 [1:52:05<1:21:29,  1.18it/s]
Training 2/3 epoch (loss 0.5216):  64%|██████▍   | 10305/16050 [1:52:05<1:23:46,  1.14it/s]
Training 2/3 epoch (loss 0.0250):  64%|██████▍   | 10305/16050 [1:52:05<1:23:46,  1.14it/s]
Training 2/3 epoch (loss 0.0250):  64%|██████▍   | 10306/16050 [1:52:05<1:17:03,  1.24it/s]
Training 2/3 epoch (loss 0.2691):  64%|██████▍   | 10306/16050 [1:52:06<1:17:03,  1.24it/s]
Training 2/3 epoch (loss 0.2691):  64%|██████▍   | 10307/16050 [1:52:06<1:08:00,  1.41it/s]
Training 2/3 epoch (loss 0.0006):  64%|██████▍   | 10307/16050 [1:52:06<1:08:00,  1.41it/s]
Training 2/3 epoch (loss 0.0006):  64%|██████▍   | 10308/16050 [1:52:06<1:00:21,  1.59it/s]
Training 2/3 epoch (loss 0.0045):  64%|██████▍   | 10308/16050 [1:52:07<1:00:21,  1.59it/s]
Training 2/3 epoch (loss 0.0045):  64%|██████▍   | 10309/16050 [1:52:07<58:59,  1.62it/s]  
Training 2/3 epoch (loss 0.0044):  64%|██████▍   | 10309/16050 [1:52:08<58:59,  1.62it/s]
Training 2/3 epoch (loss 0.0044):  64%|██████▍   | 10310/16050 [1:52:08<59:11,  1.62it/s]
Training 2/3 epoch (loss 0.4940):  64%|██████▍   | 10310/16050 [1:52:08<59:11,  1.62it/s]
Training 2/3 epoch (loss 0.4940):  64%|██████▍   | 10311/16050 [1:52:08<51:54,  1.84it/s]
Training 2/3 epoch (loss 0.4779):  64%|██████▍   | 10311/16050 [1:52:08<51:54,  1.84it/s]
Training 2/3 epoch (loss 0.4779):  64%|██████▍   | 10312/16050 [1:52:08<45:05,  2.12it/s]
Training 2/3 epoch (loss 0.0159):  64%|██████▍   | 10312/16050 [1:52:09<45:05,  2.12it/s]
Training 2/3 epoch (loss 0.0159):  64%|██████▍   | 10313/16050 [1:52:09<44:43,  2.14it/s]
Training 2/3 epoch (loss 0.0073):  64%|██████▍   | 10313/16050 [1:52:09<44:43,  2.14it/s]
Training 2/3 epoch (loss 0.0073):  64%|██████▍   | 10314/16050 [1:52:09<44:57,  2.13it/s]
Training 2/3 epoch (loss 0.2539):  64%|██████▍   | 10314/16050 [1:52:10<44:57,  2.13it/s]
Training 2/3 epoch (loss 0.2539):  64%|██████▍   | 10315/16050 [1:52:10<43:21,  2.20it/s]
Training 2/3 epoch (loss 0.0212):  64%|██████▍   | 10315/16050 [1:52:10<43:21,  2.20it/s]
Training 2/3 epoch (loss 0.0212):  64%|██████▍   | 10316/16050 [1:52:10<45:39,  2.09it/s]
Training 2/3 epoch (loss 0.3788):  64%|██████▍   | 10316/16050 [1:52:11<45:39,  2.09it/s]
Training 2/3 epoch (loss 0.3788):  64%|██████▍   | 10317/16050 [1:52:11<50:59,  1.87it/s]
Training 2/3 epoch (loss 0.1976):  64%|██████▍   | 10317/16050 [1:52:13<50:59,  1.87it/s]
Training 2/3 epoch (loss 0.1976):  64%|██████▍   | 10318/16050 [1:52:13<1:42:53,  1.08s/it]
Training 2/3 epoch (loss 0.0182):  64%|██████▍   | 10318/16050 [1:52:14<1:42:53,  1.08s/it]
Training 2/3 epoch (loss 0.0182):  64%|██████▍   | 10319/16050 [1:52:14<1:27:41,  1.09it/s]
Training 2/3 epoch (loss 0.0006):  64%|██████▍   | 10319/16050 [1:52:14<1:27:41,  1.09it/s]
Training 2/3 epoch (loss 0.0006):  64%|██████▍   | 10320/16050 [1:52:14<1:13:43,  1.30it/s]
Training 2/3 epoch (loss 0.0276):  64%|██████▍   | 10320/16050 [1:52:15<1:13:43,  1.30it/s]
Training 2/3 epoch (loss 0.0276):  64%|██████▍   | 10321/16050 [1:52:15<1:11:40,  1.33it/s]
Training 2/3 epoch (loss 0.2884):  64%|██████▍   | 10321/16050 [1:52:15<1:11:40,  1.33it/s]
Training 2/3 epoch (loss 0.2884):  64%|██████▍   | 10322/16050 [1:52:15<1:02:31,  1.53it/s]
Training 2/3 epoch (loss 0.0008):  64%|██████▍   | 10322/16050 [1:52:16<1:02:31,  1.53it/s]
Training 2/3 epoch (loss 0.0008):  64%|██████▍   | 10323/16050 [1:52:16<57:00,  1.67it/s]  
Training 2/3 epoch (loss 0.0696):  64%|██████▍   | 10323/16050 [1:52:16<57:00,  1.67it/s]
Training 2/3 epoch (loss 0.0696):  64%|██████▍   | 10324/16050 [1:52:16<59:31,  1.60it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▍   | 10324/16050 [1:52:17<59:31,  1.60it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▍   | 10325/16050 [1:52:17<59:30,  1.60it/s]
Training 2/3 epoch (loss 0.4514):  64%|██████▍   | 10325/16050 [1:52:18<59:30,  1.60it/s]
Training 2/3 epoch (loss 0.4514):  64%|██████▍   | 10326/16050 [1:52:18<59:28,  1.60it/s]
Training 2/3 epoch (loss 0.0279):  64%|██████▍   | 10326/16050 [1:52:18<59:28,  1.60it/s]
Training 2/3 epoch (loss 0.0279):  64%|██████▍   | 10327/16050 [1:52:18<1:04:31,  1.48it/s]
Training 2/3 epoch (loss 0.1170):  64%|██████▍   | 10327/16050 [1:52:19<1:04:31,  1.48it/s]
Training 2/3 epoch (loss 0.1170):  64%|██████▍   | 10328/16050 [1:52:19<1:00:28,  1.58it/s]
Training 2/3 epoch (loss 0.0093):  64%|██████▍   | 10328/16050 [1:52:19<1:00:28,  1.58it/s]
Training 2/3 epoch (loss 0.0093):  64%|██████▍   | 10329/16050 [1:52:19<53:21,  1.79it/s]  
Training 2/3 epoch (loss 0.0014):  64%|██████▍   | 10329/16050 [1:52:20<53:21,  1.79it/s]
Training 2/3 epoch (loss 0.0014):  64%|██████▍   | 10330/16050 [1:52:20<50:25,  1.89it/s]
Training 2/3 epoch (loss 0.0156):  64%|██████▍   | 10330/16050 [1:52:20<50:25,  1.89it/s]
Training 2/3 epoch (loss 0.0156):  64%|██████▍   | 10331/16050 [1:52:20<50:30,  1.89it/s]
Training 2/3 epoch (loss 0.0368):  64%|██████▍   | 10331/16050 [1:52:21<50:30,  1.89it/s]
Training 2/3 epoch (loss 0.0368):  64%|██████▍   | 10332/16050 [1:52:21<59:02,  1.61it/s]
Training 2/3 epoch (loss 0.0008):  64%|██████▍   | 10332/16050 [1:52:22<59:02,  1.61it/s]
Training 2/3 epoch (loss 0.0008):  64%|██████▍   | 10333/16050 [1:52:22<56:12,  1.70it/s]
Training 2/3 epoch (loss 0.2876):  64%|██████▍   | 10333/16050 [1:52:22<56:12,  1.70it/s]
Training 2/3 epoch (loss 0.2876):  64%|██████▍   | 10334/16050 [1:52:22<50:50,  1.87it/s]
Training 2/3 epoch (loss 0.3591):  64%|██████▍   | 10334/16050 [1:52:23<50:50,  1.87it/s]
Training 2/3 epoch (loss 0.3591):  64%|██████▍   | 10335/16050 [1:52:23<47:11,  2.02it/s]
Training 2/3 epoch (loss 0.3258):  64%|██████▍   | 10335/16050 [1:52:23<47:11,  2.02it/s]
Training 2/3 epoch (loss 0.3258):  64%|██████▍   | 10336/16050 [1:52:23<50:01,  1.90it/s]
Training 2/3 epoch (loss 0.3114):  64%|██████▍   | 10336/16050 [1:52:23<50:01,  1.90it/s]
Training 2/3 epoch (loss 0.3114):  64%|██████▍   | 10337/16050 [1:52:23<45:01,  2.11it/s]
Training 2/3 epoch (loss 0.7654):  64%|██████▍   | 10337/16050 [1:52:24<45:01,  2.11it/s]
Training 2/3 epoch (loss 0.7654):  64%|██████▍   | 10338/16050 [1:52:24<40:27,  2.35it/s]
Training 2/3 epoch (loss 0.1316):  64%|██████▍   | 10338/16050 [1:52:26<40:27,  2.35it/s]
Training 2/3 epoch (loss 0.1316):  64%|██████▍   | 10339/16050 [1:52:26<1:35:18,  1.00s/it]
Training 2/3 epoch (loss 0.0025):  64%|██████▍   | 10339/16050 [1:52:27<1:35:18,  1.00s/it]
Training 2/3 epoch (loss 0.0025):  64%|██████▍   | 10340/16050 [1:52:27<1:26:14,  1.10it/s]
Training 2/3 epoch (loss 0.4132):  64%|██████▍   | 10340/16050 [1:52:27<1:26:14,  1.10it/s]
Training 2/3 epoch (loss 0.4132):  64%|██████▍   | 10341/16050 [1:52:27<1:11:15,  1.34it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▍   | 10341/16050 [1:52:28<1:11:15,  1.34it/s]
Training 2/3 epoch (loss 0.0001):  64%|██████▍   | 10342/16050 [1:52:28<1:14:10,  1.28it/s]
Training 2/3 epoch (loss 0.0898):  64%|██████▍   | 10342/16050 [1:52:29<1:14:10,  1.28it/s]
Training 2/3 epoch (loss 0.0898):  64%|██████▍   | 10343/16050 [1:52:29<1:10:59,  1.34it/s]
Training 2/3 epoch (loss 0.2907):  64%|██████▍   | 10343/16050 [1:52:29<1:10:59,  1.34it/s]
Training 2/3 epoch (loss 0.2907):  64%|██████▍   | 10344/16050 [1:52:29<59:41,  1.59it/s]  
Training 2/3 epoch (loss 0.2682):  64%|██████▍   | 10344/16050 [1:52:30<59:41,  1.59it/s]
Training 2/3 epoch (loss 0.2682):  64%|██████▍   | 10345/16050 [1:52:30<56:30,  1.68it/s]
Training 2/3 epoch (loss 0.0003):  64%|██████▍   | 10345/16050 [1:52:30<56:30,  1.68it/s]
Training 2/3 epoch (loss 0.0003):  64%|██████▍   | 10346/16050 [1:52:30<50:29,  1.88it/s]
Training 2/3 epoch (loss 0.0015):  64%|██████▍   | 10346/16050 [1:52:30<50:29,  1.88it/s]
Training 2/3 epoch (loss 0.0015):  64%|██████▍   | 10347/16050 [1:52:30<47:11,  2.01it/s]
Training 2/3 epoch (loss 0.0205):  64%|██████▍   | 10347/16050 [1:52:31<47:11,  2.01it/s]
Training 2/3 epoch (loss 0.0205):  64%|██████▍   | 10348/16050 [1:52:31<44:18,  2.15it/s]
Training 2/3 epoch (loss 0.2693):  64%|██████▍   | 10348/16050 [1:52:31<44:18,  2.15it/s]
Training 2/3 epoch (loss 0.2693):  64%|██████▍   | 10349/16050 [1:52:31<40:50,  2.33it/s]
Training 2/3 epoch (loss 0.1370):  64%|██████▍   | 10349/16050 [1:52:32<40:50,  2.33it/s]
Training 2/3 epoch (loss 0.1370):  64%|██████▍   | 10350/16050 [1:52:32<47:28,  2.00it/s]
Training 2/3 epoch (loss 0.1523):  64%|██████▍   | 10350/16050 [1:52:32<47:28,  2.00it/s]
Training 2/3 epoch (loss 0.1523):  64%|██████▍   | 10351/16050 [1:52:32<50:31,  1.88it/s]
Training 2/3 epoch (loss 0.3603):  64%|██████▍   | 10351/16050 [1:52:33<50:31,  1.88it/s]
Training 2/3 epoch (loss 0.3603):  64%|██████▍   | 10352/16050 [1:52:33<52:59,  1.79it/s]
Training 2/3 epoch (loss 0.0020):  64%|██████▍   | 10352/16050 [1:52:34<52:59,  1.79it/s]
Training 2/3 epoch (loss 0.0020):  65%|██████▍   | 10353/16050 [1:52:34<54:46,  1.73it/s]
Training 2/3 epoch (loss 0.0002):  65%|██████▍   | 10353/16050 [1:52:34<54:46,  1.73it/s]
Training 2/3 epoch (loss 0.0002):  65%|██████▍   | 10354/16050 [1:52:34<52:15,  1.82it/s]
Training 2/3 epoch (loss 0.0785):  65%|██████▍   | 10354/16050 [1:52:35<52:15,  1.82it/s]
Training 2/3 epoch (loss 0.0785):  65%|██████▍   | 10355/16050 [1:52:35<55:48,  1.70it/s]
Training 2/3 epoch (loss 0.1014):  65%|██████▍   | 10355/16050 [1:52:35<55:48,  1.70it/s]
Training 2/3 epoch (loss 0.1014):  65%|██████▍   | 10356/16050 [1:52:35<49:18,  1.92it/s]
Training 2/3 epoch (loss 0.0045):  65%|██████▍   | 10356/16050 [1:52:36<49:18,  1.92it/s]
Training 2/3 epoch (loss 0.0045):  65%|██████▍   | 10357/16050 [1:52:36<51:05,  1.86it/s]
Training 2/3 epoch (loss 0.2075):  65%|██████▍   | 10357/16050 [1:52:36<51:05,  1.86it/s]
Training 2/3 epoch (loss 0.2075):  65%|██████▍   | 10358/16050 [1:52:36<53:21,  1.78it/s]
Training 2/3 epoch (loss 0.1583):  65%|██████▍   | 10358/16050 [1:52:37<53:21,  1.78it/s]
Training 2/3 epoch (loss 0.1583):  65%|██████▍   | 10359/16050 [1:52:37<48:29,  1.96it/s]
Training 2/3 epoch (loss 0.0112):  65%|██████▍   | 10359/16050 [1:52:37<48:29,  1.96it/s]
Training 2/3 epoch (loss 0.0112):  65%|██████▍   | 10360/16050 [1:52:37<51:16,  1.85it/s]
Training 2/3 epoch (loss 0.8412):  65%|██████▍   | 10360/16050 [1:52:38<51:16,  1.85it/s]
Training 2/3 epoch (loss 0.8412):  65%|██████▍   | 10361/16050 [1:52:38<49:32,  1.91it/s]
Training 2/3 epoch (loss 0.0284):  65%|██████▍   | 10361/16050 [1:52:38<49:32,  1.91it/s]
Training 2/3 epoch (loss 0.0284):  65%|██████▍   | 10362/16050 [1:52:38<48:06,  1.97it/s]
Training 2/3 epoch (loss 0.0004):  65%|██████▍   | 10362/16050 [1:52:39<48:06,  1.97it/s]
Training 2/3 epoch (loss 0.0004):  65%|██████▍   | 10363/16050 [1:52:39<50:16,  1.89it/s]
Training 2/3 epoch (loss 0.1268):  65%|██████▍   | 10363/16050 [1:52:39<50:16,  1.89it/s]
Training 2/3 epoch (loss 0.1268):  65%|██████▍   | 10364/16050 [1:52:39<45:29,  2.08it/s]
Training 2/3 epoch (loss 0.0003):  65%|██████▍   | 10364/16050 [1:52:40<45:29,  2.08it/s]
Training 2/3 epoch (loss 0.0003):  65%|██████▍   | 10365/16050 [1:52:40<42:20,  2.24it/s]
Training 2/3 epoch (loss 0.1450):  65%|██████▍   | 10365/16050 [1:52:40<42:20,  2.24it/s]
Training 2/3 epoch (loss 0.1450):  65%|██████▍   | 10366/16050 [1:52:40<42:10,  2.25it/s]
Training 2/3 epoch (loss 0.0055):  65%|██████▍   | 10366/16050 [1:52:40<42:10,  2.25it/s]
Training 2/3 epoch (loss 0.0055):  65%|██████▍   | 10367/16050 [1:52:40<39:22,  2.41it/s]
Training 2/3 epoch (loss 0.3131):  65%|██████▍   | 10367/16050 [1:52:41<39:22,  2.41it/s]
Training 2/3 epoch (loss 0.3131):  65%|██████▍   | 10368/16050 [1:52:41<45:08,  2.10it/s]
Training 2/3 epoch (loss 0.2232):  65%|██████▍   | 10368/16050 [1:52:42<45:08,  2.10it/s]
Training 2/3 epoch (loss 0.2232):  65%|██████▍   | 10369/16050 [1:52:42<48:05,  1.97it/s]
Training 2/3 epoch (loss 0.0332):  65%|██████▍   | 10369/16050 [1:52:42<48:05,  1.97it/s]
Training 2/3 epoch (loss 0.0332):  65%|██████▍   | 10370/16050 [1:52:42<43:40,  2.17it/s]
Training 2/3 epoch (loss 0.2818):  65%|██████▍   | 10370/16050 [1:52:42<43:40,  2.17it/s]
Training 2/3 epoch (loss 0.2818):  65%|██████▍   | 10371/16050 [1:52:42<43:42,  2.17it/s]
Training 2/3 epoch (loss 0.5947):  65%|██████▍   | 10371/16050 [1:52:45<43:42,  2.17it/s]
Training 2/3 epoch (loss 0.5947):  65%|██████▍   | 10372/16050 [1:52:45<1:33:39,  1.01it/s]
Training 2/3 epoch (loss 0.0049):  65%|██████▍   | 10372/16050 [1:52:45<1:33:39,  1.01it/s]
Training 2/3 epoch (loss 0.0049):  65%|██████▍   | 10373/16050 [1:52:45<1:16:49,  1.23it/s]
Training 2/3 epoch (loss 0.0008):  65%|██████▍   | 10373/16050 [1:52:46<1:16:49,  1.23it/s]
Training 2/3 epoch (loss 0.0008):  65%|██████▍   | 10374/16050 [1:52:46<1:07:12,  1.41it/s]
Training 2/3 epoch (loss 0.0007):  65%|██████▍   | 10374/16050 [1:52:46<1:07:12,  1.41it/s]
Training 2/3 epoch (loss 0.0007):  65%|██████▍   | 10375/16050 [1:52:46<1:00:42,  1.56it/s]
Training 2/3 epoch (loss 0.0059):  65%|██████▍   | 10375/16050 [1:52:47<1:00:42,  1.56it/s]
Training 2/3 epoch (loss 0.0059):  65%|██████▍   | 10376/16050 [1:52:47<1:01:10,  1.55it/s]
Training 2/3 epoch (loss 0.0462):  65%|██████▍   | 10376/16050 [1:52:48<1:01:10,  1.55it/s]
Training 2/3 epoch (loss 0.0462):  65%|██████▍   | 10377/16050 [1:52:48<1:09:20,  1.36it/s]
Training 2/3 epoch (loss 0.7668):  65%|██████▍   | 10377/16050 [1:52:48<1:09:20,  1.36it/s]
Training 2/3 epoch (loss 0.7668):  65%|██████▍   | 10378/16050 [1:52:48<57:23,  1.65it/s]  
Training 2/3 epoch (loss 0.0006):  65%|██████▍   | 10378/16050 [1:52:48<57:23,  1.65it/s]
Training 2/3 epoch (loss 0.0006):  65%|██████▍   | 10379/16050 [1:52:48<53:29,  1.77it/s]
Training 2/3 epoch (loss 0.1524):  65%|██████▍   | 10379/16050 [1:52:49<53:29,  1.77it/s]
Training 2/3 epoch (loss 0.1524):  65%|██████▍   | 10380/16050 [1:52:49<49:06,  1.92it/s]
Training 2/3 epoch (loss 0.3669):  65%|██████▍   | 10380/16050 [1:52:49<49:06,  1.92it/s]
Training 2/3 epoch (loss 0.3669):  65%|██████▍   | 10381/16050 [1:52:49<51:23,  1.84it/s]
Training 2/3 epoch (loss 0.0052):  65%|██████▍   | 10381/16050 [1:52:50<51:23,  1.84it/s]
Training 2/3 epoch (loss 0.0052):  65%|██████▍   | 10382/16050 [1:52:50<55:07,  1.71it/s]
Training 2/3 epoch (loss 0.0013):  65%|██████▍   | 10382/16050 [1:52:50<55:07,  1.71it/s]
Training 2/3 epoch (loss 0.0013):  65%|██████▍   | 10383/16050 [1:52:50<50:11,  1.88it/s]
Training 2/3 epoch (loss 0.0029):  65%|██████▍   | 10383/16050 [1:52:51<50:11,  1.88it/s]
Training 2/3 epoch (loss 0.0029):  65%|██████▍   | 10384/16050 [1:52:51<48:20,  1.95it/s]
Training 2/3 epoch (loss 0.0006):  65%|██████▍   | 10384/16050 [1:52:51<48:20,  1.95it/s]
Training 2/3 epoch (loss 0.0006):  65%|██████▍   | 10385/16050 [1:52:51<48:33,  1.94it/s]
Training 2/3 epoch (loss 0.0013):  65%|██████▍   | 10385/16050 [1:52:52<48:33,  1.94it/s]
Training 2/3 epoch (loss 0.0013):  65%|██████▍   | 10386/16050 [1:52:52<48:52,  1.93it/s]
Training 2/3 epoch (loss 0.0732):  65%|██████▍   | 10386/16050 [1:52:52<48:52,  1.93it/s]
Training 2/3 epoch (loss 0.0732):  65%|██████▍   | 10387/16050 [1:52:52<44:32,  2.12it/s]
Training 2/3 epoch (loss 0.4096):  65%|██████▍   | 10387/16050 [1:52:53<44:32,  2.12it/s]
Training 2/3 epoch (loss 0.4096):  65%|██████▍   | 10388/16050 [1:52:53<48:55,  1.93it/s]
Training 2/3 epoch (loss 0.2258):  65%|██████▍   | 10388/16050 [1:52:54<48:55,  1.93it/s]
Training 2/3 epoch (loss 0.2258):  65%|██████▍   | 10389/16050 [1:52:54<58:50,  1.60it/s]
Training 2/3 epoch (loss 0.0019):  65%|██████▍   | 10389/16050 [1:52:54<58:50,  1.60it/s]
Training 2/3 epoch (loss 0.0019):  65%|██████▍   | 10390/16050 [1:52:54<54:28,  1.73it/s]
Training 2/3 epoch (loss 0.0228):  65%|██████▍   | 10390/16050 [1:52:55<54:28,  1.73it/s]
Training 2/3 epoch (loss 0.0228):  65%|██████▍   | 10391/16050 [1:52:55<51:56,  1.82it/s]
Training 2/3 epoch (loss 0.0064):  65%|██████▍   | 10391/16050 [1:52:55<51:56,  1.82it/s]
Training 2/3 epoch (loss 0.0064):  65%|██████▍   | 10392/16050 [1:52:55<51:02,  1.85it/s]
Training 2/3 epoch (loss 0.1091):  65%|██████▍   | 10392/16050 [1:52:56<51:02,  1.85it/s]
Training 2/3 epoch (loss 0.1091):  65%|██████▍   | 10393/16050 [1:52:56<57:28,  1.64it/s]
Training 2/3 epoch (loss 0.0160):  65%|██████▍   | 10393/16050 [1:52:57<57:28,  1.64it/s]
Training 2/3 epoch (loss 0.0160):  65%|██████▍   | 10394/16050 [1:52:57<59:18,  1.59it/s]
Training 2/3 epoch (loss 0.4007):  65%|██████▍   | 10394/16050 [1:52:57<59:18,  1.59it/s]
Training 2/3 epoch (loss 0.4007):  65%|██████▍   | 10395/16050 [1:52:57<57:14,  1.65it/s]
Training 2/3 epoch (loss 0.6387):  65%|██████▍   | 10395/16050 [1:52:58<57:14,  1.65it/s]
Training 2/3 epoch (loss 0.6387):  65%|██████▍   | 10396/16050 [1:52:58<48:28,  1.94it/s]
Training 2/3 epoch (loss 0.0049):  65%|██████▍   | 10396/16050 [1:52:58<48:28,  1.94it/s]
Training 2/3 epoch (loss 0.0049):  65%|██████▍   | 10397/16050 [1:52:58<44:49,  2.10it/s]
Training 2/3 epoch (loss 0.0001):  65%|██████▍   | 10397/16050 [1:52:59<44:49,  2.10it/s]
Training 2/3 epoch (loss 0.0001):  65%|██████▍   | 10398/16050 [1:52:59<46:43,  2.02it/s]
Training 2/3 epoch (loss 0.0058):  65%|██████▍   | 10398/16050 [1:52:59<46:43,  2.02it/s]
Training 2/3 epoch (loss 0.0058):  65%|██████▍   | 10399/16050 [1:52:59<48:27,  1.94it/s]
Training 2/3 epoch (loss 0.3158):  65%|██████▍   | 10399/16050 [1:53:01<48:27,  1.94it/s]
Training 2/3 epoch (loss 0.3158):  65%|██████▍   | 10400/16050 [1:53:01<1:36:46,  1.03s/it]
Training 2/3 epoch (loss 0.0225):  65%|██████▍   | 10400/16050 [1:53:02<1:36:46,  1.03s/it]
Training 2/3 epoch (loss 0.0225):  65%|██████▍   | 10401/16050 [1:53:02<1:26:49,  1.08it/s]
Training 2/3 epoch (loss 0.3148):  65%|██████▍   | 10401/16050 [1:53:03<1:26:49,  1.08it/s]
Training 2/3 epoch (loss 0.3148):  65%|██████▍   | 10402/16050 [1:53:03<1:18:40,  1.20it/s]
Training 2/3 epoch (loss 0.1392):  65%|██████▍   | 10402/16050 [1:53:03<1:18:40,  1.20it/s]
Training 2/3 epoch (loss 0.1392):  65%|██████▍   | 10403/16050 [1:53:03<1:18:11,  1.20it/s]
Training 2/3 epoch (loss 0.1597):  65%|██████▍   | 10403/16050 [1:53:04<1:18:11,  1.20it/s]
Training 2/3 epoch (loss 0.1597):  65%|██████▍   | 10404/16050 [1:53:04<1:10:50,  1.33it/s]
Training 2/3 epoch (loss 0.0416):  65%|██████▍   | 10404/16050 [1:53:05<1:10:50,  1.33it/s]
Training 2/3 epoch (loss 0.0416):  65%|██████▍   | 10405/16050 [1:53:05<1:02:35,  1.50it/s]
Training 2/3 epoch (loss 0.0908):  65%|██████▍   | 10405/16050 [1:53:05<1:02:35,  1.50it/s]
Training 2/3 epoch (loss 0.0908):  65%|██████▍   | 10406/16050 [1:53:05<1:00:58,  1.54it/s]
Training 2/3 epoch (loss 0.0047):  65%|██████▍   | 10406/16050 [1:53:06<1:00:58,  1.54it/s]
Training 2/3 epoch (loss 0.0047):  65%|██████▍   | 10407/16050 [1:53:06<56:47,  1.66it/s]  
Training 2/3 epoch (loss 0.2248):  65%|██████▍   | 10407/16050 [1:53:06<56:47,  1.66it/s]
Training 2/3 epoch (loss 0.2248):  65%|██████▍   | 10408/16050 [1:53:06<56:12,  1.67it/s]
Training 2/3 epoch (loss 0.0169):  65%|██████▍   | 10408/16050 [1:53:07<56:12,  1.67it/s]
Training 2/3 epoch (loss 0.0169):  65%|██████▍   | 10409/16050 [1:53:07<54:46,  1.72it/s]
Training 2/3 epoch (loss 0.0002):  65%|██████▍   | 10409/16050 [1:53:07<54:46,  1.72it/s]
Training 2/3 epoch (loss 0.0002):  65%|██████▍   | 10410/16050 [1:53:07<51:16,  1.83it/s]
Training 2/3 epoch (loss 0.0575):  65%|██████▍   | 10410/16050 [1:53:08<51:16,  1.83it/s]
Training 2/3 epoch (loss 0.0575):  65%|██████▍   | 10411/16050 [1:53:08<47:26,  1.98it/s]
Training 2/3 epoch (loss 0.0382):  65%|██████▍   | 10411/16050 [1:53:08<47:26,  1.98it/s]
Training 2/3 epoch (loss 0.0382):  65%|██████▍   | 10412/16050 [1:53:08<57:41,  1.63it/s]
Training 2/3 epoch (loss 0.0015):  65%|██████▍   | 10412/16050 [1:53:09<57:41,  1.63it/s]
Training 2/3 epoch (loss 0.0015):  65%|██████▍   | 10413/16050 [1:53:09<52:42,  1.78it/s]
Training 2/3 epoch (loss 0.0001):  65%|██████▍   | 10413/16050 [1:53:10<52:42,  1.78it/s]
Training 2/3 epoch (loss 0.0001):  65%|██████▍   | 10414/16050 [1:53:10<53:54,  1.74it/s]
Training 2/3 epoch (loss 0.0106):  65%|██████▍   | 10414/16050 [1:53:10<53:54,  1.74it/s]
Training 2/3 epoch (loss 0.0106):  65%|██████▍   | 10415/16050 [1:53:10<1:04:21,  1.46it/s]
Training 2/3 epoch (loss 0.0142):  65%|██████▍   | 10415/16050 [1:53:11<1:04:21,  1.46it/s]
Training 2/3 epoch (loss 0.0142):  65%|██████▍   | 10416/16050 [1:53:11<1:06:12,  1.42it/s]
Training 2/3 epoch (loss 0.0006):  65%|██████▍   | 10416/16050 [1:53:12<1:06:12,  1.42it/s]
Training 2/3 epoch (loss 0.0006):  65%|██████▍   | 10417/16050 [1:53:12<1:02:55,  1.49it/s]
Training 2/3 epoch (loss 0.0005):  65%|██████▍   | 10417/16050 [1:53:12<1:02:55,  1.49it/s]
Training 2/3 epoch (loss 0.0005):  65%|██████▍   | 10418/16050 [1:53:12<55:53,  1.68it/s]  
Training 2/3 epoch (loss 0.0009):  65%|██████▍   | 10418/16050 [1:53:13<55:53,  1.68it/s]
Training 2/3 epoch (loss 0.0009):  65%|██████▍   | 10419/16050 [1:53:13<50:13,  1.87it/s]
Training 2/3 epoch (loss 0.2675):  65%|██████▍   | 10419/16050 [1:53:13<50:13,  1.87it/s]
Training 2/3 epoch (loss 0.2675):  65%|██████▍   | 10420/16050 [1:53:13<49:47,  1.88it/s]
Training 2/3 epoch (loss 0.0022):  65%|██████▍   | 10420/16050 [1:53:14<49:47,  1.88it/s]
Training 2/3 epoch (loss 0.0022):  65%|██████▍   | 10421/16050 [1:53:14<51:55,  1.81it/s]
Training 2/3 epoch (loss 0.0182):  65%|██████▍   | 10421/16050 [1:53:14<51:55,  1.81it/s]
Training 2/3 epoch (loss 0.0182):  65%|██████▍   | 10422/16050 [1:53:14<53:46,  1.74it/s]
Training 2/3 epoch (loss 0.0024):  65%|██████▍   | 10422/16050 [1:53:15<53:46,  1.74it/s]
Training 2/3 epoch (loss 0.0024):  65%|██████▍   | 10423/16050 [1:53:15<52:33,  1.78it/s]
Training 2/3 epoch (loss 0.0036):  65%|██████▍   | 10423/16050 [1:53:16<52:33,  1.78it/s]
Training 2/3 epoch (loss 0.0036):  65%|██████▍   | 10424/16050 [1:53:16<54:27,  1.72it/s]
Training 2/3 epoch (loss 0.0037):  65%|██████▍   | 10424/16050 [1:53:16<54:27,  1.72it/s]
Training 2/3 epoch (loss 0.0037):  65%|██████▍   | 10425/16050 [1:53:16<55:37,  1.69it/s]
Training 2/3 epoch (loss 0.3413):  65%|██████▍   | 10425/16050 [1:53:17<55:37,  1.69it/s]
Training 2/3 epoch (loss 0.3413):  65%|██████▍   | 10426/16050 [1:53:17<52:28,  1.79it/s]
Training 2/3 epoch (loss 0.0889):  65%|██████▍   | 10426/16050 [1:53:17<52:28,  1.79it/s]
Training 2/3 epoch (loss 0.0889):  65%|██████▍   | 10427/16050 [1:53:17<51:27,  1.82it/s]
Training 2/3 epoch (loss 0.0151):  65%|██████▍   | 10427/16050 [1:53:18<51:27,  1.82it/s]
Training 2/3 epoch (loss 0.0151):  65%|██████▍   | 10428/16050 [1:53:18<1:03:37,  1.47it/s]
Training 2/3 epoch (loss 0.3174):  65%|██████▍   | 10428/16050 [1:53:19<1:03:37,  1.47it/s]
Training 2/3 epoch (loss 0.3174):  65%|██████▍   | 10429/16050 [1:53:19<1:10:21,  1.33it/s]
Training 2/3 epoch (loss 0.0218):  65%|██████▍   | 10429/16050 [1:53:20<1:10:21,  1.33it/s]
Training 2/3 epoch (loss 0.0218):  65%|██████▍   | 10430/16050 [1:53:20<1:10:19,  1.33it/s]
Training 2/3 epoch (loss 0.1215):  65%|██████▍   | 10430/16050 [1:53:21<1:10:19,  1.33it/s]
Training 2/3 epoch (loss 0.1215):  65%|██████▍   | 10431/16050 [1:53:21<1:08:32,  1.37it/s]
Training 2/3 epoch (loss 0.0751):  65%|██████▍   | 10431/16050 [1:53:21<1:08:32,  1.37it/s]
Training 2/3 epoch (loss 0.0751):  65%|██████▍   | 10432/16050 [1:53:21<1:08:16,  1.37it/s]
Training 2/3 epoch (loss 0.0010):  65%|██████▍   | 10432/16050 [1:53:22<1:08:16,  1.37it/s]
Training 2/3 epoch (loss 0.0010):  65%|██████▌   | 10433/16050 [1:53:22<59:26,  1.58it/s]  
Training 2/3 epoch (loss 0.0156):  65%|██████▌   | 10433/16050 [1:53:22<59:26,  1.58it/s]
Training 2/3 epoch (loss 0.0156):  65%|██████▌   | 10434/16050 [1:53:22<55:48,  1.68it/s]
Training 2/3 epoch (loss 0.0079):  65%|██████▌   | 10434/16050 [1:53:23<55:48,  1.68it/s]
Training 2/3 epoch (loss 0.0079):  65%|██████▌   | 10435/16050 [1:53:23<55:59,  1.67it/s]
Training 2/3 epoch (loss 0.0550):  65%|██████▌   | 10435/16050 [1:53:24<55:59,  1.67it/s]
Training 2/3 epoch (loss 0.0550):  65%|██████▌   | 10436/16050 [1:53:24<1:03:13,  1.48it/s]
Training 2/3 epoch (loss 0.0099):  65%|██████▌   | 10436/16050 [1:53:24<1:03:13,  1.48it/s]
Training 2/3 epoch (loss 0.0099):  65%|██████▌   | 10437/16050 [1:53:24<58:59,  1.59it/s]  
Training 2/3 epoch (loss 0.3436):  65%|██████▌   | 10437/16050 [1:53:25<58:59,  1.59it/s]
Training 2/3 epoch (loss 0.3436):  65%|██████▌   | 10438/16050 [1:53:25<52:37,  1.78it/s]
Training 2/3 epoch (loss 0.0079):  65%|██████▌   | 10438/16050 [1:53:25<52:37,  1.78it/s]
Training 2/3 epoch (loss 0.0079):  65%|██████▌   | 10439/16050 [1:53:25<51:37,  1.81it/s]
Training 2/3 epoch (loss 0.1959):  65%|██████▌   | 10439/16050 [1:53:26<51:37,  1.81it/s]
Training 2/3 epoch (loss 0.1959):  65%|██████▌   | 10440/16050 [1:53:26<56:10,  1.66it/s]
Training 2/3 epoch (loss 0.0097):  65%|██████▌   | 10440/16050 [1:53:26<56:10,  1.66it/s]
Training 2/3 epoch (loss 0.0097):  65%|██████▌   | 10441/16050 [1:53:26<54:55,  1.70it/s]
Training 2/3 epoch (loss 0.4449):  65%|██████▌   | 10441/16050 [1:53:29<54:55,  1.70it/s]
Training 2/3 epoch (loss 0.4449):  65%|██████▌   | 10442/16050 [1:53:29<1:41:24,  1.08s/it]
Training 2/3 epoch (loss 0.2401):  65%|██████▌   | 10442/16050 [1:53:31<1:41:24,  1.08s/it]
Training 2/3 epoch (loss 0.2401):  65%|██████▌   | 10443/16050 [1:53:31<2:15:55,  1.45s/it]
Training 2/3 epoch (loss 0.0320):  65%|██████▌   | 10443/16050 [1:53:32<2:15:55,  1.45s/it]
Training 2/3 epoch (loss 0.0320):  65%|██████▌   | 10444/16050 [1:53:32<1:59:26,  1.28s/it]
Training 2/3 epoch (loss 0.0339):  65%|██████▌   | 10444/16050 [1:53:32<1:59:26,  1.28s/it]
Training 2/3 epoch (loss 0.0339):  65%|██████▌   | 10445/16050 [1:53:32<1:34:52,  1.02s/it]
Training 2/3 epoch (loss 0.0572):  65%|██████▌   | 10445/16050 [1:53:33<1:34:52,  1.02s/it]
Training 2/3 epoch (loss 0.0572):  65%|██████▌   | 10446/16050 [1:53:33<1:21:23,  1.15it/s]
Training 2/3 epoch (loss 0.0023):  65%|██████▌   | 10446/16050 [1:53:33<1:21:23,  1.15it/s]
Training 2/3 epoch (loss 0.0023):  65%|██████▌   | 10447/16050 [1:53:33<1:14:00,  1.26it/s]
Training 2/3 epoch (loss 0.0032):  65%|██████▌   | 10447/16050 [1:53:34<1:14:00,  1.26it/s]
Training 2/3 epoch (loss 0.0032):  65%|██████▌   | 10448/16050 [1:53:34<1:09:38,  1.34it/s]
Training 2/3 epoch (loss 0.0033):  65%|██████▌   | 10448/16050 [1:53:34<1:09:38,  1.34it/s]
Training 2/3 epoch (loss 0.0033):  65%|██████▌   | 10449/16050 [1:53:34<1:01:16,  1.52it/s]
Training 2/3 epoch (loss 0.2387):  65%|██████▌   | 10449/16050 [1:53:35<1:01:16,  1.52it/s]
Training 2/3 epoch (loss 0.2387):  65%|██████▌   | 10450/16050 [1:53:35<1:02:15,  1.50it/s]
Training 2/3 epoch (loss 0.0007):  65%|██████▌   | 10450/16050 [1:53:36<1:02:15,  1.50it/s]
Training 2/3 epoch (loss 0.0007):  65%|██████▌   | 10451/16050 [1:53:36<58:31,  1.59it/s]  
Training 2/3 epoch (loss 0.3681):  65%|██████▌   | 10451/16050 [1:53:36<58:31,  1.59it/s]
Training 2/3 epoch (loss 0.3681):  65%|██████▌   | 10452/16050 [1:53:36<53:49,  1.73it/s]
Training 2/3 epoch (loss 0.4193):  65%|██████▌   | 10452/16050 [1:53:36<53:49,  1.73it/s]
Training 2/3 epoch (loss 0.4193):  65%|██████▌   | 10453/16050 [1:53:36<49:01,  1.90it/s]
Training 2/3 epoch (loss 0.5315):  65%|██████▌   | 10453/16050 [1:53:37<49:01,  1.90it/s]
Training 2/3 epoch (loss 0.5315):  65%|██████▌   | 10454/16050 [1:53:37<48:35,  1.92it/s]
Training 2/3 epoch (loss 0.1304):  65%|██████▌   | 10454/16050 [1:53:37<48:35,  1.92it/s]
Training 2/3 epoch (loss 0.1304):  65%|██████▌   | 10455/16050 [1:53:37<47:32,  1.96it/s]
Training 2/3 epoch (loss 0.2886):  65%|██████▌   | 10455/16050 [1:53:38<47:32,  1.96it/s]
Training 2/3 epoch (loss 0.2886):  65%|██████▌   | 10456/16050 [1:53:38<50:22,  1.85it/s]
Training 2/3 epoch (loss 0.0050):  65%|██████▌   | 10456/16050 [1:53:39<50:22,  1.85it/s]
Training 2/3 epoch (loss 0.0050):  65%|██████▌   | 10457/16050 [1:53:39<52:44,  1.77it/s]
Training 2/3 epoch (loss 0.0071):  65%|██████▌   | 10457/16050 [1:53:39<52:44,  1.77it/s]
Training 2/3 epoch (loss 0.0071):  65%|██████▌   | 10458/16050 [1:53:39<54:13,  1.72it/s]
Training 2/3 epoch (loss 0.1316):  65%|██████▌   | 10458/16050 [1:53:40<54:13,  1.72it/s]
Training 2/3 epoch (loss 0.1316):  65%|██████▌   | 10459/16050 [1:53:40<48:06,  1.94it/s]
Training 2/3 epoch (loss 0.4708):  65%|██████▌   | 10459/16050 [1:53:40<48:06,  1.94it/s]
Training 2/3 epoch (loss 0.4708):  65%|██████▌   | 10460/16050 [1:53:40<48:28,  1.92it/s]
Training 2/3 epoch (loss 0.0619):  65%|██████▌   | 10460/16050 [1:53:41<48:28,  1.92it/s]
Training 2/3 epoch (loss 0.0619):  65%|██████▌   | 10461/16050 [1:53:41<52:43,  1.77it/s]
Training 2/3 epoch (loss 0.0264):  65%|██████▌   | 10461/16050 [1:53:42<52:43,  1.77it/s]
Training 2/3 epoch (loss 0.0264):  65%|██████▌   | 10462/16050 [1:53:42<54:07,  1.72it/s]
Training 2/3 epoch (loss 0.0005):  65%|██████▌   | 10462/16050 [1:53:42<54:07,  1.72it/s]
Training 2/3 epoch (loss 0.0005):  65%|██████▌   | 10463/16050 [1:53:42<49:19,  1.89it/s]
Training 2/3 epoch (loss 0.0714):  65%|██████▌   | 10463/16050 [1:53:42<49:19,  1.89it/s]
Training 2/3 epoch (loss 0.0714):  65%|██████▌   | 10464/16050 [1:53:42<46:29,  2.00it/s]
Training 2/3 epoch (loss 0.1088):  65%|██████▌   | 10464/16050 [1:53:43<46:29,  2.00it/s]
Training 2/3 epoch (loss 0.1088):  65%|██████▌   | 10465/16050 [1:53:43<47:50,  1.95it/s]
Training 2/3 epoch (loss 0.0214):  65%|██████▌   | 10465/16050 [1:53:44<47:50,  1.95it/s]
Training 2/3 epoch (loss 0.0214):  65%|██████▌   | 10466/16050 [1:53:44<50:52,  1.83it/s]
Training 2/3 epoch (loss 0.5786):  65%|██████▌   | 10466/16050 [1:53:44<50:52,  1.83it/s]
Training 2/3 epoch (loss 0.5786):  65%|██████▌   | 10467/16050 [1:53:44<51:50,  1.80it/s]
Training 2/3 epoch (loss 0.0039):  65%|██████▌   | 10467/16050 [1:53:45<51:50,  1.80it/s]
Training 2/3 epoch (loss 0.0039):  65%|██████▌   | 10468/16050 [1:53:45<47:56,  1.94it/s]
Training 2/3 epoch (loss 0.0829):  65%|██████▌   | 10468/16050 [1:53:45<47:56,  1.94it/s]
Training 2/3 epoch (loss 0.0829):  65%|██████▌   | 10469/16050 [1:53:45<44:48,  2.08it/s]
Training 2/3 epoch (loss 0.0002):  65%|██████▌   | 10469/16050 [1:53:45<44:48,  2.08it/s]
Training 2/3 epoch (loss 0.0002):  65%|██████▌   | 10470/16050 [1:53:45<46:09,  2.01it/s]
Training 2/3 epoch (loss 0.1273):  65%|██████▌   | 10470/16050 [1:53:46<46:09,  2.01it/s]
Training 2/3 epoch (loss 0.1273):  65%|██████▌   | 10471/16050 [1:53:46<49:01,  1.90it/s]
Training 2/3 epoch (loss 0.3899):  65%|██████▌   | 10471/16050 [1:53:46<49:01,  1.90it/s]
Training 2/3 epoch (loss 0.3899):  65%|██████▌   | 10472/16050 [1:53:46<45:40,  2.04it/s]
Training 2/3 epoch (loss 0.3262):  65%|██████▌   | 10472/16050 [1:53:47<45:40,  2.04it/s]
Training 2/3 epoch (loss 0.3262):  65%|██████▌   | 10473/16050 [1:53:47<41:44,  2.23it/s]
Training 2/3 epoch (loss 0.2874):  65%|██████▌   | 10473/16050 [1:53:47<41:44,  2.23it/s]
Training 2/3 epoch (loss 0.2874):  65%|██████▌   | 10474/16050 [1:53:47<47:27,  1.96it/s]
Training 2/3 epoch (loss 0.0014):  65%|██████▌   | 10474/16050 [1:53:48<47:27,  1.96it/s]
Training 2/3 epoch (loss 0.0014):  65%|██████▌   | 10475/16050 [1:53:48<45:28,  2.04it/s]
Training 2/3 epoch (loss 0.0003):  65%|██████▌   | 10475/16050 [1:53:48<45:28,  2.04it/s]
Training 2/3 epoch (loss 0.0003):  65%|██████▌   | 10476/16050 [1:53:48<42:45,  2.17it/s]
Training 2/3 epoch (loss 0.0052):  65%|██████▌   | 10476/16050 [1:53:49<42:45,  2.17it/s]
Training 2/3 epoch (loss 0.0052):  65%|██████▌   | 10477/16050 [1:53:49<44:55,  2.07it/s]
Training 2/3 epoch (loss 0.0004):  65%|██████▌   | 10477/16050 [1:53:50<44:55,  2.07it/s]
Training 2/3 epoch (loss 0.0004):  65%|██████▌   | 10478/16050 [1:53:50<55:26,  1.68it/s]
Training 2/3 epoch (loss 0.0010):  65%|██████▌   | 10478/16050 [1:53:50<55:26,  1.68it/s]
Training 2/3 epoch (loss 0.0010):  65%|██████▌   | 10479/16050 [1:53:50<51:41,  1.80it/s]
Training 2/3 epoch (loss 0.0064):  65%|██████▌   | 10479/16050 [1:53:51<51:41,  1.80it/s]
Training 2/3 epoch (loss 0.0064):  65%|██████▌   | 10480/16050 [1:53:51<53:14,  1.74it/s]
Training 2/3 epoch (loss 0.0022):  65%|██████▌   | 10480/16050 [1:53:51<53:14,  1.74it/s]
Training 2/3 epoch (loss 0.0022):  65%|██████▌   | 10481/16050 [1:53:51<51:52,  1.79it/s]
Training 2/3 epoch (loss 0.5223):  65%|██████▌   | 10481/16050 [1:53:52<51:52,  1.79it/s]
Training 2/3 epoch (loss 0.5223):  65%|██████▌   | 10482/16050 [1:53:52<46:04,  2.01it/s]
Training 2/3 epoch (loss 0.0306):  65%|██████▌   | 10482/16050 [1:53:52<46:04,  2.01it/s]
Training 2/3 epoch (loss 0.0306):  65%|██████▌   | 10483/16050 [1:53:52<43:36,  2.13it/s]
Training 2/3 epoch (loss 0.3924):  65%|██████▌   | 10483/16050 [1:53:52<43:36,  2.13it/s]
Training 2/3 epoch (loss 0.3924):  65%|██████▌   | 10484/16050 [1:53:52<40:22,  2.30it/s]
Training 2/3 epoch (loss 0.2540):  65%|██████▌   | 10484/16050 [1:53:53<40:22,  2.30it/s]
Training 2/3 epoch (loss 0.2540):  65%|██████▌   | 10485/16050 [1:53:53<46:01,  2.02it/s]
Training 2/3 epoch (loss 0.0001):  65%|██████▌   | 10485/16050 [1:53:54<46:01,  2.02it/s]
Training 2/3 epoch (loss 0.0001):  65%|██████▌   | 10486/16050 [1:53:54<48:57,  1.89it/s]
Training 2/3 epoch (loss 0.0080):  65%|██████▌   | 10486/16050 [1:53:54<48:57,  1.89it/s]
Training 2/3 epoch (loss 0.0080):  65%|██████▌   | 10487/16050 [1:53:54<48:36,  1.91it/s]
Training 2/3 epoch (loss 0.0096):  65%|██████▌   | 10487/16050 [1:53:55<48:36,  1.91it/s]
Training 2/3 epoch (loss 0.0096):  65%|██████▌   | 10488/16050 [1:53:55<48:17,  1.92it/s]
Training 2/3 epoch (loss 0.0243):  65%|██████▌   | 10488/16050 [1:53:56<48:17,  1.92it/s]
Training 2/3 epoch (loss 0.0243):  65%|██████▌   | 10489/16050 [1:53:56<56:23,  1.64it/s]
Training 2/3 epoch (loss 0.0117):  65%|██████▌   | 10489/16050 [1:53:56<56:23,  1.64it/s]
Training 2/3 epoch (loss 0.0117):  65%|██████▌   | 10490/16050 [1:53:56<1:03:21,  1.46it/s]
Training 2/3 epoch (loss 0.0003):  65%|██████▌   | 10490/16050 [1:53:57<1:03:21,  1.46it/s]
Training 2/3 epoch (loss 0.0003):  65%|██████▌   | 10491/16050 [1:53:57<1:01:50,  1.50it/s]
Training 2/3 epoch (loss 0.0212):  65%|██████▌   | 10491/16050 [1:53:58<1:01:50,  1.50it/s]
Training 2/3 epoch (loss 0.0212):  65%|██████▌   | 10492/16050 [1:53:58<1:01:29,  1.51it/s]
Training 2/3 epoch (loss 0.0008):  65%|██████▌   | 10492/16050 [1:53:58<1:01:29,  1.51it/s]
Training 2/3 epoch (loss 0.0008):  65%|██████▌   | 10493/16050 [1:53:58<54:41,  1.69it/s]  
Training 2/3 epoch (loss 0.4262):  65%|██████▌   | 10493/16050 [1:53:58<54:41,  1.69it/s]
Training 2/3 epoch (loss 0.4262):  65%|██████▌   | 10494/16050 [1:53:58<49:40,  1.86it/s]
Training 2/3 epoch (loss 0.6966):  65%|██████▌   | 10494/16050 [1:53:59<49:40,  1.86it/s]
Training 2/3 epoch (loss 0.6966):  65%|██████▌   | 10495/16050 [1:53:59<43:15,  2.14it/s]
Training 2/3 epoch (loss 0.0657):  65%|██████▌   | 10495/16050 [1:54:00<43:15,  2.14it/s]
Training 2/3 epoch (loss 0.0657):  65%|██████▌   | 10496/16050 [1:54:00<51:18,  1.80it/s]
Training 2/3 epoch (loss 0.1892):  65%|██████▌   | 10496/16050 [1:54:02<51:18,  1.80it/s]
Training 2/3 epoch (loss 0.1892):  65%|██████▌   | 10497/16050 [1:54:02<1:41:17,  1.09s/it]
Training 2/3 epoch (loss 0.0742):  65%|██████▌   | 10497/16050 [1:54:02<1:41:17,  1.09s/it]
Training 2/3 epoch (loss 0.0742):  65%|██████▌   | 10498/16050 [1:54:02<1:23:56,  1.10it/s]
Training 2/3 epoch (loss 0.3856):  65%|██████▌   | 10498/16050 [1:54:05<1:23:56,  1.10it/s]
Training 2/3 epoch (loss 0.3856):  65%|██████▌   | 10499/16050 [1:54:05<2:04:39,  1.35s/it]
Training 2/3 epoch (loss 0.0546):  65%|██████▌   | 10499/16050 [1:54:05<2:04:39,  1.35s/it]
Training 2/3 epoch (loss 0.0546):  65%|██████▌   | 10500/16050 [1:54:05<1:45:51,  1.14s/it]
Training 2/3 epoch (loss 0.0022):  65%|██████▌   | 10500/16050 [1:54:06<1:45:51,  1.14s/it]
Training 2/3 epoch (loss 0.0022):  65%|██████▌   | 10501/16050 [1:54:06<1:31:16,  1.01it/s]
Training 2/3 epoch (loss 0.1265):  65%|██████▌   | 10501/16050 [1:54:07<1:31:16,  1.01it/s]
Training 2/3 epoch (loss 0.1265):  65%|██████▌   | 10502/16050 [1:54:07<1:21:34,  1.13it/s]
Training 2/3 epoch (loss 0.2800):  65%|██████▌   | 10502/16050 [1:54:07<1:21:34,  1.13it/s]
Training 2/3 epoch (loss 0.2800):  65%|██████▌   | 10503/16050 [1:54:07<1:14:03,  1.25it/s]
Training 2/3 epoch (loss 0.0157):  65%|██████▌   | 10503/16050 [1:54:08<1:14:03,  1.25it/s]
Training 2/3 epoch (loss 0.0157):  65%|██████▌   | 10504/16050 [1:54:08<1:08:17,  1.35it/s]
Training 2/3 epoch (loss 0.0005):  65%|██████▌   | 10504/16050 [1:54:09<1:08:17,  1.35it/s]
Training 2/3 epoch (loss 0.0005):  65%|██████▌   | 10505/16050 [1:54:09<1:05:02,  1.42it/s]
Training 2/3 epoch (loss 0.0066):  65%|██████▌   | 10505/16050 [1:54:09<1:05:02,  1.42it/s]
Training 2/3 epoch (loss 0.0066):  65%|██████▌   | 10506/16050 [1:54:09<56:50,  1.63it/s]  
Training 2/3 epoch (loss 0.0090):  65%|██████▌   | 10506/16050 [1:54:09<56:50,  1.63it/s]
Training 2/3 epoch (loss 0.0090):  65%|██████▌   | 10507/16050 [1:54:09<52:32,  1.76it/s]
Training 2/3 epoch (loss 0.1323):  65%|██████▌   | 10507/16050 [1:54:12<52:32,  1.76it/s]
Training 2/3 epoch (loss 0.1323):  65%|██████▌   | 10508/16050 [1:54:12<1:38:44,  1.07s/it]
Training 2/3 epoch (loss 0.3648):  65%|██████▌   | 10508/16050 [1:54:12<1:38:44,  1.07s/it]
Training 2/3 epoch (loss 0.3648):  65%|██████▌   | 10509/16050 [1:54:12<1:20:34,  1.15it/s]
Training 2/3 epoch (loss 0.1088):  65%|██████▌   | 10509/16050 [1:54:13<1:20:34,  1.15it/s]
Training 2/3 epoch (loss 0.1088):  65%|██████▌   | 10510/16050 [1:54:13<1:13:16,  1.26it/s]
Training 2/3 epoch (loss 0.0061):  65%|██████▌   | 10510/16050 [1:54:13<1:13:16,  1.26it/s]
Training 2/3 epoch (loss 0.0061):  65%|██████▌   | 10511/16050 [1:54:13<1:13:38,  1.25it/s]
Training 2/3 epoch (loss 0.3391):  65%|██████▌   | 10511/16050 [1:54:14<1:13:38,  1.25it/s]
Training 2/3 epoch (loss 0.3391):  65%|██████▌   | 10512/16050 [1:54:14<1:05:41,  1.40it/s]
Training 2/3 epoch (loss 0.0280):  65%|██████▌   | 10512/16050 [1:54:15<1:05:41,  1.40it/s]
Training 2/3 epoch (loss 0.0280):  66%|██████▌   | 10513/16050 [1:54:15<1:04:41,  1.43it/s]
Training 2/3 epoch (loss 0.7325):  66%|██████▌   | 10513/16050 [1:54:15<1:04:41,  1.43it/s]
Training 2/3 epoch (loss 0.7325):  66%|██████▌   | 10514/16050 [1:54:15<56:51,  1.62it/s]  
Training 2/3 epoch (loss 0.1702):  66%|██████▌   | 10514/16050 [1:54:15<56:51,  1.62it/s]
Training 2/3 epoch (loss 0.1702):  66%|██████▌   | 10515/16050 [1:54:15<51:27,  1.79it/s]
Training 2/3 epoch (loss 0.0028):  66%|██████▌   | 10515/16050 [1:54:16<51:27,  1.79it/s]
Training 2/3 epoch (loss 0.0028):  66%|██████▌   | 10516/16050 [1:54:16<48:29,  1.90it/s]
Training 2/3 epoch (loss 0.3593):  66%|██████▌   | 10516/16050 [1:54:16<48:29,  1.90it/s]
Training 2/3 epoch (loss 0.3593):  66%|██████▌   | 10517/16050 [1:54:16<45:21,  2.03it/s]
Training 2/3 epoch (loss 0.0262):  66%|██████▌   | 10517/16050 [1:54:17<45:21,  2.03it/s]
Training 2/3 epoch (loss 0.0262):  66%|██████▌   | 10518/16050 [1:54:17<49:02,  1.88it/s]
Training 2/3 epoch (loss 0.0032):  66%|██████▌   | 10518/16050 [1:54:18<49:02,  1.88it/s]
Training 2/3 epoch (loss 0.0032):  66%|██████▌   | 10519/16050 [1:54:18<59:58,  1.54it/s]
Training 2/3 epoch (loss 0.4560):  66%|██████▌   | 10519/16050 [1:54:19<59:58,  1.54it/s]
Training 2/3 epoch (loss 0.4560):  66%|██████▌   | 10520/16050 [1:54:19<59:19,  1.55it/s]
Training 2/3 epoch (loss 0.3324):  66%|██████▌   | 10520/16050 [1:54:19<59:19,  1.55it/s]
Training 2/3 epoch (loss 0.3324):  66%|██████▌   | 10521/16050 [1:54:19<56:43,  1.62it/s]
Training 2/3 epoch (loss 0.0003):  66%|██████▌   | 10521/16050 [1:54:20<56:43,  1.62it/s]
Training 2/3 epoch (loss 0.0003):  66%|██████▌   | 10522/16050 [1:54:20<54:34,  1.69it/s]
Training 2/3 epoch (loss 0.3094):  66%|██████▌   | 10522/16050 [1:54:20<54:34,  1.69it/s]
Training 2/3 epoch (loss 0.3094):  66%|██████▌   | 10523/16050 [1:54:20<47:56,  1.92it/s]
Training 2/3 epoch (loss 0.0006):  66%|██████▌   | 10523/16050 [1:54:20<47:56,  1.92it/s]
Training 2/3 epoch (loss 0.0006):  66%|██████▌   | 10524/16050 [1:54:20<47:31,  1.94it/s]
Training 2/3 epoch (loss 0.1131):  66%|██████▌   | 10524/16050 [1:54:21<47:31,  1.94it/s]
Training 2/3 epoch (loss 0.1131):  66%|██████▌   | 10525/16050 [1:54:21<48:35,  1.89it/s]
Training 2/3 epoch (loss 0.3176):  66%|██████▌   | 10525/16050 [1:54:22<48:35,  1.89it/s]
Training 2/3 epoch (loss 0.3176):  66%|██████▌   | 10526/16050 [1:54:22<1:03:27,  1.45it/s]
Training 2/3 epoch (loss 0.2309):  66%|██████▌   | 10526/16050 [1:54:23<1:03:27,  1.45it/s]
Training 2/3 epoch (loss 0.2309):  66%|██████▌   | 10527/16050 [1:54:23<56:10,  1.64it/s]  
Training 2/3 epoch (loss 0.0360):  66%|██████▌   | 10527/16050 [1:54:23<56:10,  1.64it/s]
Training 2/3 epoch (loss 0.0360):  66%|██████▌   | 10528/16050 [1:54:23<53:46,  1.71it/s]
Training 2/3 epoch (loss 0.1005):  66%|██████▌   | 10528/16050 [1:54:24<53:46,  1.71it/s]
Training 2/3 epoch (loss 0.1005):  66%|██████▌   | 10529/16050 [1:54:24<51:31,  1.79it/s]
Training 2/3 epoch (loss 0.0014):  66%|██████▌   | 10529/16050 [1:54:24<51:31,  1.79it/s]
Training 2/3 epoch (loss 0.0014):  66%|██████▌   | 10530/16050 [1:54:24<50:07,  1.84it/s]
Training 2/3 epoch (loss 0.0310):  66%|██████▌   | 10530/16050 [1:54:25<50:07,  1.84it/s]
Training 2/3 epoch (loss 0.0310):  66%|██████▌   | 10531/16050 [1:54:25<49:42,  1.85it/s]
Training 2/3 epoch (loss 0.0006):  66%|██████▌   | 10531/16050 [1:54:25<49:42,  1.85it/s]
Training 2/3 epoch (loss 0.0006):  66%|██████▌   | 10532/16050 [1:54:25<46:00,  2.00it/s]
Training 2/3 epoch (loss 0.4698):  66%|██████▌   | 10532/16050 [1:54:26<46:00,  2.00it/s]
Training 2/3 epoch (loss 0.4698):  66%|██████▌   | 10533/16050 [1:54:26<46:57,  1.96it/s]
Training 2/3 epoch (loss 0.4682):  66%|██████▌   | 10533/16050 [1:54:26<46:57,  1.96it/s]
Training 2/3 epoch (loss 0.4682):  66%|██████▌   | 10534/16050 [1:54:26<47:30,  1.93it/s]
Training 2/3 epoch (loss 0.0849):  66%|██████▌   | 10534/16050 [1:54:27<47:30,  1.93it/s]
Training 2/3 epoch (loss 0.0849):  66%|██████▌   | 10535/16050 [1:54:27<47:08,  1.95it/s]
Training 2/3 epoch (loss 0.2579):  66%|██████▌   | 10535/16050 [1:54:27<47:08,  1.95it/s]
Training 2/3 epoch (loss 0.2579):  66%|██████▌   | 10536/16050 [1:54:27<47:54,  1.92it/s]
Training 2/3 epoch (loss 0.2033):  66%|██████▌   | 10536/16050 [1:54:27<47:54,  1.92it/s]
Training 2/3 epoch (loss 0.2033):  66%|██████▌   | 10537/16050 [1:54:27<43:03,  2.13it/s]
Training 2/3 epoch (loss 0.0087):  66%|██████▌   | 10537/16050 [1:54:28<43:03,  2.13it/s]
Training 2/3 epoch (loss 0.0087):  66%|██████▌   | 10538/16050 [1:54:28<49:35,  1.85it/s]
Training 2/3 epoch (loss 0.0248):  66%|██████▌   | 10538/16050 [1:54:29<49:35,  1.85it/s]
Training 2/3 epoch (loss 0.0248):  66%|██████▌   | 10539/16050 [1:54:29<51:49,  1.77it/s]
Training 2/3 epoch (loss 0.0005):  66%|██████▌   | 10539/16050 [1:54:29<51:49,  1.77it/s]
Training 2/3 epoch (loss 0.0005):  66%|██████▌   | 10540/16050 [1:54:29<47:16,  1.94it/s]
Training 2/3 epoch (loss 0.3565):  66%|██████▌   | 10540/16050 [1:54:30<47:16,  1.94it/s]
Training 2/3 epoch (loss 0.3565):  66%|██████▌   | 10541/16050 [1:54:30<49:20,  1.86it/s]
Training 2/3 epoch (loss 0.0462):  66%|██████▌   | 10541/16050 [1:54:30<49:20,  1.86it/s]
Training 2/3 epoch (loss 0.0462):  66%|██████▌   | 10542/16050 [1:54:30<54:15,  1.69it/s]
Training 2/3 epoch (loss 0.0252):  66%|██████▌   | 10542/16050 [1:54:31<54:15,  1.69it/s]
Training 2/3 epoch (loss 0.0252):  66%|██████▌   | 10543/16050 [1:54:31<53:17,  1.72it/s]
Training 2/3 epoch (loss 0.3368):  66%|██████▌   | 10543/16050 [1:54:32<53:17,  1.72it/s]
Training 2/3 epoch (loss 0.3368):  66%|██████▌   | 10544/16050 [1:54:32<51:46,  1.77it/s]
Training 2/3 epoch (loss 0.3310):  66%|██████▌   | 10544/16050 [1:54:32<51:46,  1.77it/s]
Training 2/3 epoch (loss 0.3310):  66%|██████▌   | 10545/16050 [1:54:32<49:23,  1.86it/s]
Training 2/3 epoch (loss 0.8884):  66%|██████▌   | 10545/16050 [1:54:32<49:23,  1.86it/s]
Training 2/3 epoch (loss 0.8884):  66%|██████▌   | 10546/16050 [1:54:32<43:04,  2.13it/s]
Training 2/3 epoch (loss 0.0164):  66%|██████▌   | 10546/16050 [1:54:33<43:04,  2.13it/s]
Training 2/3 epoch (loss 0.0164):  66%|██████▌   | 10547/16050 [1:54:33<47:37,  1.93it/s]
Training 2/3 epoch (loss 0.4281):  66%|██████▌   | 10547/16050 [1:54:33<47:37,  1.93it/s]
Training 2/3 epoch (loss 0.4281):  66%|██████▌   | 10548/16050 [1:54:33<41:52,  2.19it/s]
Training 2/3 epoch (loss 0.0158):  66%|██████▌   | 10548/16050 [1:54:34<41:52,  2.19it/s]
Training 2/3 epoch (loss 0.0158):  66%|██████▌   | 10549/16050 [1:54:34<42:05,  2.18it/s]
Training 2/3 epoch (loss 0.0085):  66%|██████▌   | 10549/16050 [1:54:34<42:05,  2.18it/s]
Training 2/3 epoch (loss 0.0085):  66%|██████▌   | 10550/16050 [1:54:34<45:35,  2.01it/s]
Training 2/3 epoch (loss 0.0035):  66%|██████▌   | 10550/16050 [1:54:35<45:35,  2.01it/s]
Training 2/3 epoch (loss 0.0035):  66%|██████▌   | 10551/16050 [1:54:35<52:42,  1.74it/s]
Training 2/3 epoch (loss 0.0301):  66%|██████▌   | 10551/16050 [1:54:36<52:42,  1.74it/s]
Training 2/3 epoch (loss 0.0301):  66%|██████▌   | 10552/16050 [1:54:36<54:35,  1.68it/s]
Training 2/3 epoch (loss 0.0164):  66%|██████▌   | 10552/16050 [1:54:36<54:35,  1.68it/s]
Training 2/3 epoch (loss 0.0164):  66%|██████▌   | 10553/16050 [1:54:36<57:27,  1.59it/s]
Training 2/3 epoch (loss 0.2967):  66%|██████▌   | 10553/16050 [1:54:37<57:27,  1.59it/s]
Training 2/3 epoch (loss 0.2967):  66%|██████▌   | 10554/16050 [1:54:37<53:56,  1.70it/s]
Training 2/3 epoch (loss 0.0755):  66%|██████▌   | 10554/16050 [1:54:37<53:56,  1.70it/s]
Training 2/3 epoch (loss 0.0755):  66%|██████▌   | 10555/16050 [1:54:37<52:03,  1.76it/s]
Training 2/3 epoch (loss 0.0042):  66%|██████▌   | 10555/16050 [1:54:38<52:03,  1.76it/s]
Training 2/3 epoch (loss 0.0042):  66%|██████▌   | 10556/16050 [1:54:38<47:15,  1.94it/s]
Training 2/3 epoch (loss 0.3553):  66%|██████▌   | 10556/16050 [1:54:38<47:15,  1.94it/s]
Training 2/3 epoch (loss 0.3553):  66%|██████▌   | 10557/16050 [1:54:38<45:26,  2.01it/s]
Training 2/3 epoch (loss 0.0932):  66%|██████▌   | 10557/16050 [1:54:39<45:26,  2.01it/s]
Training 2/3 epoch (loss 0.0932):  66%|██████▌   | 10558/16050 [1:54:39<50:44,  1.80it/s]
Training 2/3 epoch (loss 0.0092):  66%|██████▌   | 10558/16050 [1:54:40<50:44,  1.80it/s]
Training 2/3 epoch (loss 0.0092):  66%|██████▌   | 10559/16050 [1:54:40<50:00,  1.83it/s]
Training 2/3 epoch (loss 0.0171):  66%|██████▌   | 10559/16050 [1:54:40<50:00,  1.83it/s]
Training 2/3 epoch (loss 0.0171):  66%|██████▌   | 10560/16050 [1:54:40<45:33,  2.01it/s]
Training 2/3 epoch (loss 0.0268):  66%|██████▌   | 10560/16050 [1:54:41<45:33,  2.01it/s]
Training 2/3 epoch (loss 0.0268):  66%|██████▌   | 10561/16050 [1:54:41<48:51,  1.87it/s]
Training 2/3 epoch (loss 0.0051):  66%|██████▌   | 10561/16050 [1:54:41<48:51,  1.87it/s]
Training 2/3 epoch (loss 0.0051):  66%|██████▌   | 10562/16050 [1:54:41<49:09,  1.86it/s]
Training 2/3 epoch (loss 0.0004):  66%|██████▌   | 10562/16050 [1:54:41<49:09,  1.86it/s]
Training 2/3 epoch (loss 0.0004):  66%|██████▌   | 10563/16050 [1:54:41<44:02,  2.08it/s]
Training 2/3 epoch (loss 0.0086):  66%|██████▌   | 10563/16050 [1:54:42<44:02,  2.08it/s]
Training 2/3 epoch (loss 0.0086):  66%|██████▌   | 10564/16050 [1:54:42<45:37,  2.00it/s]
Training 2/3 epoch (loss 0.7269):  66%|██████▌   | 10564/16050 [1:54:42<45:37,  2.00it/s]
Training 2/3 epoch (loss 0.7269):  66%|██████▌   | 10565/16050 [1:54:42<42:58,  2.13it/s]
Training 2/3 epoch (loss 0.1638):  66%|██████▌   | 10565/16050 [1:54:43<42:58,  2.13it/s]
Training 2/3 epoch (loss 0.1638):  66%|██████▌   | 10566/16050 [1:54:43<41:20,  2.21it/s]
Training 2/3 epoch (loss 0.0444):  66%|██████▌   | 10566/16050 [1:54:43<41:20,  2.21it/s]
Training 2/3 epoch (loss 0.0444):  66%|██████▌   | 10567/16050 [1:54:43<46:04,  1.98it/s]
Training 2/3 epoch (loss 0.0337):  66%|██████▌   | 10567/16050 [1:54:44<46:04,  1.98it/s]
Training 2/3 epoch (loss 0.0337):  66%|██████▌   | 10568/16050 [1:54:44<48:37,  1.88it/s]
Training 2/3 epoch (loss 0.2736):  66%|██████▌   | 10568/16050 [1:54:44<48:37,  1.88it/s]
Training 2/3 epoch (loss 0.2736):  66%|██████▌   | 10569/16050 [1:54:44<45:11,  2.02it/s]
Training 2/3 epoch (loss 0.0692):  66%|██████▌   | 10569/16050 [1:54:45<45:11,  2.02it/s]
Training 2/3 epoch (loss 0.0692):  66%|██████▌   | 10570/16050 [1:54:45<49:19,  1.85it/s]
Training 2/3 epoch (loss 0.1771):  66%|██████▌   | 10570/16050 [1:54:46<49:19,  1.85it/s]
Training 2/3 epoch (loss 0.1771):  66%|██████▌   | 10571/16050 [1:54:46<51:42,  1.77it/s]
Training 2/3 epoch (loss 0.0002):  66%|██████▌   | 10571/16050 [1:54:46<51:42,  1.77it/s]
Training 2/3 epoch (loss 0.0002):  66%|██████▌   | 10572/16050 [1:54:46<50:55,  1.79it/s]
Training 2/3 epoch (loss 0.0156):  66%|██████▌   | 10572/16050 [1:54:47<50:55,  1.79it/s]
Training 2/3 epoch (loss 0.0156):  66%|██████▌   | 10573/16050 [1:54:47<48:06,  1.90it/s]
Training 2/3 epoch (loss 0.0018):  66%|██████▌   | 10573/16050 [1:54:47<48:06,  1.90it/s]
Training 2/3 epoch (loss 0.0018):  66%|██████▌   | 10574/16050 [1:54:47<43:36,  2.09it/s]
Training 2/3 epoch (loss 0.4851):  66%|██████▌   | 10574/16050 [1:54:48<43:36,  2.09it/s]
Training 2/3 epoch (loss 0.4851):  66%|██████▌   | 10575/16050 [1:54:48<46:40,  1.96it/s]
Training 2/3 epoch (loss 0.5044):  66%|██████▌   | 10575/16050 [1:54:48<46:40,  1.96it/s]
Training 2/3 epoch (loss 0.5044):  66%|██████▌   | 10576/16050 [1:54:48<47:41,  1.91it/s]
Training 2/3 epoch (loss 0.0348):  66%|██████▌   | 10576/16050 [1:54:49<47:41,  1.91it/s]
Training 2/3 epoch (loss 0.0348):  66%|██████▌   | 10577/16050 [1:54:49<44:23,  2.05it/s]
Training 2/3 epoch (loss 0.0202):  66%|██████▌   | 10577/16050 [1:54:49<44:23,  2.05it/s]
Training 2/3 epoch (loss 0.0202):  66%|██████▌   | 10578/16050 [1:54:49<45:49,  1.99it/s]
Training 2/3 epoch (loss 0.4037):  66%|██████▌   | 10578/16050 [1:54:50<45:49,  1.99it/s]
Training 2/3 epoch (loss 0.4037):  66%|██████▌   | 10579/16050 [1:54:50<45:40,  2.00it/s]
Training 2/3 epoch (loss 0.0005):  66%|██████▌   | 10579/16050 [1:54:50<45:40,  2.00it/s]
Training 2/3 epoch (loss 0.0005):  66%|██████▌   | 10580/16050 [1:54:50<44:48,  2.03it/s]
Training 2/3 epoch (loss 0.0216):  66%|██████▌   | 10580/16050 [1:54:51<44:48,  2.03it/s]
Training 2/3 epoch (loss 0.0216):  66%|██████▌   | 10581/16050 [1:54:51<48:12,  1.89it/s]
Training 2/3 epoch (loss 0.0033):  66%|██████▌   | 10581/16050 [1:54:52<48:12,  1.89it/s]
Training 2/3 epoch (loss 0.0033):  66%|██████▌   | 10582/16050 [1:54:52<56:04,  1.63it/s]
Training 2/3 epoch (loss 0.3230):  66%|██████▌   | 10582/16050 [1:54:52<56:04,  1.63it/s]
Training 2/3 epoch (loss 0.3230):  66%|██████▌   | 10583/16050 [1:54:52<50:36,  1.80it/s]
Training 2/3 epoch (loss 0.1378):  66%|██████▌   | 10583/16050 [1:54:52<50:36,  1.80it/s]
Training 2/3 epoch (loss 0.1378):  66%|██████▌   | 10584/16050 [1:54:52<46:47,  1.95it/s]
Training 2/3 epoch (loss 0.5610):  66%|██████▌   | 10584/16050 [1:54:53<46:47,  1.95it/s]
Training 2/3 epoch (loss 0.5610):  66%|██████▌   | 10585/16050 [1:54:53<45:32,  2.00it/s]
Training 2/3 epoch (loss 0.0047):  66%|██████▌   | 10585/16050 [1:54:54<45:32,  2.00it/s]
Training 2/3 epoch (loss 0.0047):  66%|██████▌   | 10586/16050 [1:54:54<53:45,  1.69it/s]
Training 2/3 epoch (loss 0.0000):  66%|██████▌   | 10586/16050 [1:54:54<53:45,  1.69it/s]
Training 2/3 epoch (loss 0.0000):  66%|██████▌   | 10587/16050 [1:54:54<50:34,  1.80it/s]
Training 2/3 epoch (loss 0.0007):  66%|██████▌   | 10587/16050 [1:54:55<50:34,  1.80it/s]
Training 2/3 epoch (loss 0.0007):  66%|██████▌   | 10588/16050 [1:54:55<48:04,  1.89it/s]
Training 2/3 epoch (loss 0.1178):  66%|██████▌   | 10588/16050 [1:54:55<48:04,  1.89it/s]
Training 2/3 epoch (loss 0.1178):  66%|██████▌   | 10589/16050 [1:54:55<52:48,  1.72it/s]
Training 2/3 epoch (loss 0.0027):  66%|██████▌   | 10589/16050 [1:54:56<52:48,  1.72it/s]
Training 2/3 epoch (loss 0.0027):  66%|██████▌   | 10590/16050 [1:54:56<55:37,  1.64it/s]
Training 2/3 epoch (loss 0.0144):  66%|██████▌   | 10590/16050 [1:54:57<55:37,  1.64it/s]
Training 2/3 epoch (loss 0.0144):  66%|██████▌   | 10591/16050 [1:54:57<57:10,  1.59it/s]
Training 2/3 epoch (loss 0.4461):  66%|██████▌   | 10591/16050 [1:54:57<57:10,  1.59it/s]
Training 2/3 epoch (loss 0.4461):  66%|██████▌   | 10592/16050 [1:54:57<48:49,  1.86it/s]
Training 2/3 epoch (loss 0.0005):  66%|██████▌   | 10592/16050 [1:54:58<48:49,  1.86it/s]
Training 2/3 epoch (loss 0.0005):  66%|██████▌   | 10593/16050 [1:54:58<51:31,  1.76it/s]
Training 2/3 epoch (loss 0.3743):  66%|██████▌   | 10593/16050 [1:54:58<51:31,  1.76it/s]
Training 2/3 epoch (loss 0.3743):  66%|██████▌   | 10594/16050 [1:54:58<48:32,  1.87it/s]
Training 2/3 epoch (loss 0.2426):  66%|██████▌   | 10594/16050 [1:54:59<48:32,  1.87it/s]
Training 2/3 epoch (loss 0.2426):  66%|██████▌   | 10595/16050 [1:54:59<52:41,  1.73it/s]
Training 2/3 epoch (loss 0.1390):  66%|██████▌   | 10595/16050 [1:55:00<52:41,  1.73it/s]
Training 2/3 epoch (loss 0.1390):  66%|██████▌   | 10596/16050 [1:55:00<59:59,  1.52it/s]
Training 2/3 epoch (loss 0.5003):  66%|██████▌   | 10596/16050 [1:55:00<59:59,  1.52it/s]
Training 2/3 epoch (loss 0.5003):  66%|██████▌   | 10597/16050 [1:55:00<52:38,  1.73it/s]
Training 2/3 epoch (loss 0.0037):  66%|██████▌   | 10597/16050 [1:55:00<52:38,  1.73it/s]
Training 2/3 epoch (loss 0.0037):  66%|██████▌   | 10598/16050 [1:55:00<51:40,  1.76it/s]
Training 2/3 epoch (loss 0.0094):  66%|██████▌   | 10598/16050 [1:55:01<51:40,  1.76it/s]
Training 2/3 epoch (loss 0.0094):  66%|██████▌   | 10599/16050 [1:55:01<49:49,  1.82it/s]
Training 2/3 epoch (loss 0.0000):  66%|██████▌   | 10599/16050 [1:55:01<49:49,  1.82it/s]
Training 2/3 epoch (loss 0.0000):  66%|██████▌   | 10600/16050 [1:55:01<47:03,  1.93it/s]
Training 2/3 epoch (loss 0.2788):  66%|██████▌   | 10600/16050 [1:55:02<47:03,  1.93it/s]
Training 2/3 epoch (loss 0.2788):  66%|██████▌   | 10601/16050 [1:55:02<44:17,  2.05it/s]
Training 2/3 epoch (loss 0.0176):  66%|██████▌   | 10601/16050 [1:55:03<44:17,  2.05it/s]
Training 2/3 epoch (loss 0.0176):  66%|██████▌   | 10602/16050 [1:55:03<49:17,  1.84it/s]
Training 2/3 epoch (loss 0.0175):  66%|██████▌   | 10602/16050 [1:55:03<49:17,  1.84it/s]
Training 2/3 epoch (loss 0.0175):  66%|██████▌   | 10603/16050 [1:55:03<49:02,  1.85it/s]
Training 2/3 epoch (loss 0.0266):  66%|██████▌   | 10603/16050 [1:55:04<49:02,  1.85it/s]
Training 2/3 epoch (loss 0.0266):  66%|██████▌   | 10604/16050 [1:55:04<52:59,  1.71it/s]
Training 2/3 epoch (loss 0.0003):  66%|██████▌   | 10604/16050 [1:55:04<52:59,  1.71it/s]
Training 2/3 epoch (loss 0.0003):  66%|██████▌   | 10605/16050 [1:55:04<54:01,  1.68it/s]
Training 2/3 epoch (loss 0.0002):  66%|██████▌   | 10605/16050 [1:55:05<54:01,  1.68it/s]
Training 2/3 epoch (loss 0.0002):  66%|██████▌   | 10606/16050 [1:55:05<54:47,  1.66it/s]
Training 2/3 epoch (loss 0.0381):  66%|██████▌   | 10606/16050 [1:55:06<54:47,  1.66it/s]
Training 2/3 epoch (loss 0.0381):  66%|██████▌   | 10607/16050 [1:55:06<56:56,  1.59it/s]
Training 2/3 epoch (loss 0.0060):  66%|██████▌   | 10607/16050 [1:55:06<56:56,  1.59it/s]
Training 2/3 epoch (loss 0.0060):  66%|██████▌   | 10608/16050 [1:55:06<58:19,  1.56it/s]
Training 2/3 epoch (loss 0.4554):  66%|██████▌   | 10608/16050 [1:55:07<58:19,  1.56it/s]
Training 2/3 epoch (loss 0.4554):  66%|██████▌   | 10609/16050 [1:55:07<50:18,  1.80it/s]
Training 2/3 epoch (loss 0.0186):  66%|██████▌   | 10609/16050 [1:55:07<50:18,  1.80it/s]
Training 2/3 epoch (loss 0.0186):  66%|██████▌   | 10610/16050 [1:55:07<50:10,  1.81it/s]
Training 2/3 epoch (loss 0.4592):  66%|██████▌   | 10610/16050 [1:55:08<50:10,  1.81it/s]
Training 2/3 epoch (loss 0.4592):  66%|██████▌   | 10611/16050 [1:55:08<47:49,  1.90it/s]
Training 2/3 epoch (loss 0.0001):  66%|██████▌   | 10611/16050 [1:55:08<47:49,  1.90it/s]
Training 2/3 epoch (loss 0.0001):  66%|██████▌   | 10612/16050 [1:55:08<48:08,  1.88it/s]
Training 2/3 epoch (loss 0.2829):  66%|██████▌   | 10612/16050 [1:55:09<48:08,  1.88it/s]
Training 2/3 epoch (loss 0.2829):  66%|██████▌   | 10613/16050 [1:55:09<52:47,  1.72it/s]
Training 2/3 epoch (loss 0.0269):  66%|██████▌   | 10613/16050 [1:55:09<52:47,  1.72it/s]
Training 2/3 epoch (loss 0.0269):  66%|██████▌   | 10614/16050 [1:55:09<51:14,  1.77it/s]
Training 2/3 epoch (loss 0.5486):  66%|██████▌   | 10614/16050 [1:55:10<51:14,  1.77it/s]
Training 2/3 epoch (loss 0.5486):  66%|██████▌   | 10615/16050 [1:55:10<45:33,  1.99it/s]
Training 2/3 epoch (loss 0.0034):  66%|██████▌   | 10615/16050 [1:55:10<45:33,  1.99it/s]
Training 2/3 epoch (loss 0.0034):  66%|██████▌   | 10616/16050 [1:55:10<46:10,  1.96it/s]
Training 2/3 epoch (loss 0.0237):  66%|██████▌   | 10616/16050 [1:55:11<46:10,  1.96it/s]
Training 2/3 epoch (loss 0.0237):  66%|██████▌   | 10617/16050 [1:55:11<42:05,  2.15it/s]
Training 2/3 epoch (loss 0.0005):  66%|██████▌   | 10617/16050 [1:55:11<42:05,  2.15it/s]
Training 2/3 epoch (loss 0.0005):  66%|██████▌   | 10618/16050 [1:55:11<41:58,  2.16it/s]
Training 2/3 epoch (loss 0.0137):  66%|██████▌   | 10618/16050 [1:55:12<41:58,  2.16it/s]
Training 2/3 epoch (loss 0.0137):  66%|██████▌   | 10619/16050 [1:55:12<53:31,  1.69it/s]
Training 2/3 epoch (loss 0.0505):  66%|██████▌   | 10619/16050 [1:55:13<53:31,  1.69it/s]
Training 2/3 epoch (loss 0.0505):  66%|██████▌   | 10620/16050 [1:55:13<52:16,  1.73it/s]
Training 2/3 epoch (loss 0.0642):  66%|██████▌   | 10620/16050 [1:55:13<52:16,  1.73it/s]
Training 2/3 epoch (loss 0.0642):  66%|██████▌   | 10621/16050 [1:55:13<52:59,  1.71it/s]
Training 2/3 epoch (loss 0.0026):  66%|██████▌   | 10621/16050 [1:55:14<52:59,  1.71it/s]
Training 2/3 epoch (loss 0.0026):  66%|██████▌   | 10622/16050 [1:55:14<48:14,  1.88it/s]
Training 2/3 epoch (loss 0.4086):  66%|██████▌   | 10622/16050 [1:55:14<48:14,  1.88it/s]
Training 2/3 epoch (loss 0.4086):  66%|██████▌   | 10623/16050 [1:55:14<48:07,  1.88it/s]
Training 2/3 epoch (loss 0.0255):  66%|██████▌   | 10623/16050 [1:55:15<48:07,  1.88it/s]
Training 2/3 epoch (loss 0.0255):  66%|██████▌   | 10624/16050 [1:55:15<50:35,  1.79it/s]
Training 2/3 epoch (loss 0.0118):  66%|██████▌   | 10624/16050 [1:55:15<50:35,  1.79it/s]
Training 2/3 epoch (loss 0.0118):  66%|██████▌   | 10625/16050 [1:55:15<52:36,  1.72it/s]
Training 2/3 epoch (loss 0.0142):  66%|██████▌   | 10625/16050 [1:55:16<52:36,  1.72it/s]
Training 2/3 epoch (loss 0.0142):  66%|██████▌   | 10626/16050 [1:55:16<47:46,  1.89it/s]
Training 2/3 epoch (loss 0.2686):  66%|██████▌   | 10626/16050 [1:55:16<47:46,  1.89it/s]
Training 2/3 epoch (loss 0.2686):  66%|██████▌   | 10627/16050 [1:55:16<45:50,  1.97it/s]
Training 2/3 epoch (loss 0.3412):  66%|██████▌   | 10627/16050 [1:55:17<45:50,  1.97it/s]
Training 2/3 epoch (loss 0.3412):  66%|██████▌   | 10628/16050 [1:55:17<43:11,  2.09it/s]
Training 2/3 epoch (loss 0.1906):  66%|██████▌   | 10628/16050 [1:55:17<43:11,  2.09it/s]
Training 2/3 epoch (loss 0.1906):  66%|██████▌   | 10629/16050 [1:55:17<40:39,  2.22it/s]
Training 2/3 epoch (loss 0.2183):  66%|██████▌   | 10629/16050 [1:55:17<40:39,  2.22it/s]
Training 2/3 epoch (loss 0.2183):  66%|██████▌   | 10630/16050 [1:55:17<39:48,  2.27it/s]
Training 2/3 epoch (loss 0.6334):  66%|██████▌   | 10630/16050 [1:55:20<39:48,  2.27it/s]
Training 2/3 epoch (loss 0.6334):  66%|██████▌   | 10631/16050 [1:55:20<1:33:25,  1.03s/it]
Training 2/3 epoch (loss 0.6769):  66%|██████▌   | 10631/16050 [1:55:21<1:33:25,  1.03s/it]
Training 2/3 epoch (loss 0.6769):  66%|██████▌   | 10632/16050 [1:55:21<1:23:02,  1.09it/s]
Training 2/3 epoch (loss 0.0203):  66%|██████▌   | 10632/16050 [1:55:21<1:23:02,  1.09it/s]
Training 2/3 epoch (loss 0.0203):  66%|██████▌   | 10633/16050 [1:55:21<1:13:01,  1.24it/s]
Training 2/3 epoch (loss 0.0364):  66%|██████▌   | 10633/16050 [1:55:21<1:13:01,  1.24it/s]
Training 2/3 epoch (loss 0.0364):  66%|██████▋   | 10634/16050 [1:55:21<1:00:20,  1.50it/s]
Training 2/3 epoch (loss 0.2636):  66%|██████▋   | 10634/16050 [1:55:22<1:00:20,  1.50it/s]
Training 2/3 epoch (loss 0.2636):  66%|██████▋   | 10635/16050 [1:55:22<53:21,  1.69it/s]  
Training 2/3 epoch (loss 0.2160):  66%|██████▋   | 10635/16050 [1:55:22<53:21,  1.69it/s]
Training 2/3 epoch (loss 0.2160):  66%|██████▋   | 10636/16050 [1:55:22<53:11,  1.70it/s]
Training 2/3 epoch (loss 0.1366):  66%|██████▋   | 10636/16050 [1:55:23<53:11,  1.70it/s]
Training 2/3 epoch (loss 0.1366):  66%|██████▋   | 10637/16050 [1:55:23<54:31,  1.65it/s]
Training 2/3 epoch (loss 0.0100):  66%|██████▋   | 10637/16050 [1:55:24<54:31,  1.65it/s]
Training 2/3 epoch (loss 0.0100):  66%|██████▋   | 10638/16050 [1:55:24<51:03,  1.77it/s]
Training 2/3 epoch (loss 0.2263):  66%|██████▋   | 10638/16050 [1:55:26<51:03,  1.77it/s]
Training 2/3 epoch (loss 0.2263):  66%|██████▋   | 10639/16050 [1:55:26<1:39:34,  1.10s/it]
Training 2/3 epoch (loss 0.3616):  66%|██████▋   | 10639/16050 [1:55:26<1:39:34,  1.10s/it]
Training 2/3 epoch (loss 0.3616):  66%|██████▋   | 10640/16050 [1:55:26<1:21:02,  1.11it/s]
Training 2/3 epoch (loss 0.0224):  66%|██████▋   | 10640/16050 [1:55:27<1:21:02,  1.11it/s]
Training 2/3 epoch (loss 0.0224):  66%|██████▋   | 10641/16050 [1:55:27<1:15:18,  1.20it/s]
Training 2/3 epoch (loss 0.0091):  66%|██████▋   | 10641/16050 [1:55:28<1:15:18,  1.20it/s]
Training 2/3 epoch (loss 0.0091):  66%|██████▋   | 10642/16050 [1:55:28<1:13:39,  1.22it/s]
Training 2/3 epoch (loss 0.0159):  66%|██████▋   | 10642/16050 [1:55:28<1:13:39,  1.22it/s]
Training 2/3 epoch (loss 0.0159):  66%|██████▋   | 10643/16050 [1:55:28<1:01:34,  1.46it/s]
Training 2/3 epoch (loss 0.3224):  66%|██████▋   | 10643/16050 [1:55:29<1:01:34,  1.46it/s]
Training 2/3 epoch (loss 0.3224):  66%|██████▋   | 10644/16050 [1:55:29<57:26,  1.57it/s]  
Training 2/3 epoch (loss 0.1084):  66%|██████▋   | 10644/16050 [1:55:29<57:26,  1.57it/s]
Training 2/3 epoch (loss 0.1084):  66%|██████▋   | 10645/16050 [1:55:29<56:11,  1.60it/s]
Training 2/3 epoch (loss 0.2405):  66%|██████▋   | 10645/16050 [1:55:30<56:11,  1.60it/s]
Training 2/3 epoch (loss 0.2405):  66%|██████▋   | 10646/16050 [1:55:30<51:42,  1.74it/s]
Training 2/3 epoch (loss 0.0064):  66%|██████▋   | 10646/16050 [1:55:30<51:42,  1.74it/s]
Training 2/3 epoch (loss 0.0064):  66%|██████▋   | 10647/16050 [1:55:30<47:59,  1.88it/s]
Training 2/3 epoch (loss 0.1946):  66%|██████▋   | 10647/16050 [1:55:31<47:59,  1.88it/s]
Training 2/3 epoch (loss 0.1946):  66%|██████▋   | 10648/16050 [1:55:31<44:24,  2.03it/s]
Training 2/3 epoch (loss 0.2616):  66%|██████▋   | 10648/16050 [1:55:31<44:24,  2.03it/s]
Training 2/3 epoch (loss 0.2616):  66%|██████▋   | 10649/16050 [1:55:31<46:04,  1.95it/s]
Training 2/3 epoch (loss 0.0080):  66%|██████▋   | 10649/16050 [1:55:32<46:04,  1.95it/s]
Training 2/3 epoch (loss 0.0080):  66%|██████▋   | 10650/16050 [1:55:32<42:57,  2.10it/s]
Training 2/3 epoch (loss 0.0758):  66%|██████▋   | 10650/16050 [1:55:32<42:57,  2.10it/s]
Training 2/3 epoch (loss 0.0758):  66%|██████▋   | 10651/16050 [1:55:32<45:04,  2.00it/s]
Training 2/3 epoch (loss 0.0363):  66%|██████▋   | 10651/16050 [1:55:33<45:04,  2.00it/s]
Training 2/3 epoch (loss 0.0363):  66%|██████▋   | 10652/16050 [1:55:33<44:29,  2.02it/s]
Training 2/3 epoch (loss 0.0001):  66%|██████▋   | 10652/16050 [1:55:33<44:29,  2.02it/s]
Training 2/3 epoch (loss 0.0001):  66%|██████▋   | 10653/16050 [1:55:33<47:47,  1.88it/s]
Training 2/3 epoch (loss 0.4356):  66%|██████▋   | 10653/16050 [1:55:34<47:47,  1.88it/s]
Training 2/3 epoch (loss 0.4356):  66%|██████▋   | 10654/16050 [1:55:34<50:05,  1.80it/s]
Training 2/3 epoch (loss 0.3046):  66%|██████▋   | 10654/16050 [1:55:34<50:05,  1.80it/s]
Training 2/3 epoch (loss 0.3046):  66%|██████▋   | 10655/16050 [1:55:34<47:05,  1.91it/s]
Training 2/3 epoch (loss 0.0010):  66%|██████▋   | 10655/16050 [1:55:35<47:05,  1.91it/s]
Training 2/3 epoch (loss 0.0010):  66%|██████▋   | 10656/16050 [1:55:35<58:02,  1.55it/s]
Training 2/3 epoch (loss 0.0005):  66%|██████▋   | 10656/16050 [1:55:36<58:02,  1.55it/s]
Training 2/3 epoch (loss 0.0005):  66%|██████▋   | 10657/16050 [1:55:36<49:39,  1.81it/s]
Training 2/3 epoch (loss 0.2814):  66%|██████▋   | 10657/16050 [1:55:36<49:39,  1.81it/s]
Training 2/3 epoch (loss 0.2814):  66%|██████▋   | 10658/16050 [1:55:36<49:32,  1.81it/s]
Training 2/3 epoch (loss 0.0312):  66%|██████▋   | 10658/16050 [1:55:37<49:32,  1.81it/s]
Training 2/3 epoch (loss 0.0312):  66%|██████▋   | 10659/16050 [1:55:37<47:12,  1.90it/s]
Training 2/3 epoch (loss 0.2950):  66%|██████▋   | 10659/16050 [1:55:37<47:12,  1.90it/s]
Training 2/3 epoch (loss 0.2950):  66%|██████▋   | 10660/16050 [1:55:37<41:48,  2.15it/s]
Training 2/3 epoch (loss 0.8568):  66%|██████▋   | 10660/16050 [1:55:37<41:48,  2.15it/s]
Training 2/3 epoch (loss 0.8568):  66%|██████▋   | 10661/16050 [1:55:37<37:31,  2.39it/s]
Training 2/3 epoch (loss 0.1237):  66%|██████▋   | 10661/16050 [1:55:38<37:31,  2.39it/s]
Training 2/3 epoch (loss 0.1237):  66%|██████▋   | 10662/16050 [1:55:38<47:56,  1.87it/s]
Training 2/3 epoch (loss 0.0374):  66%|██████▋   | 10662/16050 [1:55:39<47:56,  1.87it/s]
Training 2/3 epoch (loss 0.0374):  66%|██████▋   | 10663/16050 [1:55:39<51:14,  1.75it/s]
Training 2/3 epoch (loss 0.0348):  66%|██████▋   | 10663/16050 [1:55:39<51:14,  1.75it/s]
Training 2/3 epoch (loss 0.0348):  66%|██████▋   | 10664/16050 [1:55:39<50:43,  1.77it/s]
Training 2/3 epoch (loss 0.2665):  66%|██████▋   | 10664/16050 [1:55:40<50:43,  1.77it/s]
Training 2/3 epoch (loss 0.2665):  66%|██████▋   | 10665/16050 [1:55:40<1:00:03,  1.49it/s]
Training 2/3 epoch (loss 0.2611):  66%|██████▋   | 10665/16050 [1:55:41<1:00:03,  1.49it/s]
Training 2/3 epoch (loss 0.2611):  66%|██████▋   | 10666/16050 [1:55:41<53:31,  1.68it/s]  
Training 2/3 epoch (loss 0.3415):  66%|██████▋   | 10666/16050 [1:55:41<53:31,  1.68it/s]
Training 2/3 epoch (loss 0.3415):  66%|██████▋   | 10667/16050 [1:55:41<47:07,  1.90it/s]
Training 2/3 epoch (loss 0.0008):  66%|██████▋   | 10667/16050 [1:55:41<47:07,  1.90it/s]
Training 2/3 epoch (loss 0.0008):  66%|██████▋   | 10668/16050 [1:55:41<47:40,  1.88it/s]
Training 2/3 epoch (loss 0.4053):  66%|██████▋   | 10668/16050 [1:55:42<47:40,  1.88it/s]
Training 2/3 epoch (loss 0.4053):  66%|██████▋   | 10669/16050 [1:55:42<47:28,  1.89it/s]
Training 2/3 epoch (loss 0.4902):  66%|██████▋   | 10669/16050 [1:55:43<47:28,  1.89it/s]
Training 2/3 epoch (loss 0.4902):  66%|██████▋   | 10670/16050 [1:55:43<47:43,  1.88it/s]
Training 2/3 epoch (loss 0.3493):  66%|██████▋   | 10670/16050 [1:55:43<47:43,  1.88it/s]
Training 2/3 epoch (loss 0.3493):  66%|██████▋   | 10671/16050 [1:55:43<49:09,  1.82it/s]
Training 2/3 epoch (loss 0.0040):  66%|██████▋   | 10671/16050 [1:55:44<49:09,  1.82it/s]
Training 2/3 epoch (loss 0.0040):  66%|██████▋   | 10672/16050 [1:55:44<48:40,  1.84it/s]
Training 2/3 epoch (loss 0.0225):  66%|██████▋   | 10672/16050 [1:55:44<48:40,  1.84it/s]
Training 2/3 epoch (loss 0.0225):  66%|██████▋   | 10673/16050 [1:55:44<49:55,  1.79it/s]
Training 2/3 epoch (loss 0.1350):  66%|██████▋   | 10673/16050 [1:55:45<49:55,  1.79it/s]
Training 2/3 epoch (loss 0.1350):  67%|██████▋   | 10674/16050 [1:55:45<51:23,  1.74it/s]
Training 2/3 epoch (loss 0.0037):  67%|██████▋   | 10674/16050 [1:55:45<51:23,  1.74it/s]
Training 2/3 epoch (loss 0.0037):  67%|██████▋   | 10675/16050 [1:55:45<50:04,  1.79it/s]
Training 2/3 epoch (loss 0.0891):  67%|██████▋   | 10675/16050 [1:55:46<50:04,  1.79it/s]
Training 2/3 epoch (loss 0.0891):  67%|██████▋   | 10676/16050 [1:55:46<53:53,  1.66it/s]
Training 2/3 epoch (loss 0.0025):  67%|██████▋   | 10676/16050 [1:55:47<53:53,  1.66it/s]
Training 2/3 epoch (loss 0.0025):  67%|██████▋   | 10677/16050 [1:55:47<52:41,  1.70it/s]
Training 2/3 epoch (loss 0.3864):  67%|██████▋   | 10677/16050 [1:55:47<52:41,  1.70it/s]
Training 2/3 epoch (loss 0.3864):  67%|██████▋   | 10678/16050 [1:55:47<46:08,  1.94it/s]
Training 2/3 epoch (loss 0.0070):  67%|██████▋   | 10678/16050 [1:55:47<46:08,  1.94it/s]
Training 2/3 epoch (loss 0.0070):  67%|██████▋   | 10679/16050 [1:55:47<42:04,  2.13it/s]
Training 2/3 epoch (loss 0.0144):  67%|██████▋   | 10679/16050 [1:55:48<42:04,  2.13it/s]
Training 2/3 epoch (loss 0.0144):  67%|██████▋   | 10680/16050 [1:55:48<41:32,  2.15it/s]
Training 2/3 epoch (loss 0.0597):  67%|██████▋   | 10680/16050 [1:55:48<41:32,  2.15it/s]
Training 2/3 epoch (loss 0.0597):  67%|██████▋   | 10681/16050 [1:55:48<46:30,  1.92it/s]
Training 2/3 epoch (loss 0.0551):  67%|██████▋   | 10681/16050 [1:55:49<46:30,  1.92it/s]
Training 2/3 epoch (loss 0.0551):  67%|██████▋   | 10682/16050 [1:55:49<47:01,  1.90it/s]
Training 2/3 epoch (loss 0.0134):  67%|██████▋   | 10682/16050 [1:55:49<47:01,  1.90it/s]
Training 2/3 epoch (loss 0.0134):  67%|██████▋   | 10683/16050 [1:55:49<43:52,  2.04it/s]
Training 2/3 epoch (loss 0.0252):  67%|██████▋   | 10683/16050 [1:55:50<43:52,  2.04it/s]
Training 2/3 epoch (loss 0.0252):  67%|██████▋   | 10684/16050 [1:55:50<47:18,  1.89it/s]
Training 2/3 epoch (loss 0.1297):  67%|██████▋   | 10684/16050 [1:55:50<47:18,  1.89it/s]
Training 2/3 epoch (loss 0.1297):  67%|██████▋   | 10685/16050 [1:55:50<45:41,  1.96it/s]
Training 2/3 epoch (loss 0.0047):  67%|██████▋   | 10685/16050 [1:55:51<45:41,  1.96it/s]
Training 2/3 epoch (loss 0.0047):  67%|██████▋   | 10686/16050 [1:55:51<56:49,  1.57it/s]
Training 2/3 epoch (loss 0.4572):  67%|██████▋   | 10686/16050 [1:55:52<56:49,  1.57it/s]
Training 2/3 epoch (loss 0.4572):  67%|██████▋   | 10687/16050 [1:55:52<53:04,  1.68it/s]
Training 2/3 epoch (loss 0.0224):  67%|██████▋   | 10687/16050 [1:55:52<53:04,  1.68it/s]
Training 2/3 epoch (loss 0.0224):  67%|██████▋   | 10688/16050 [1:55:52<46:36,  1.92it/s]
Training 2/3 epoch (loss 0.0077):  67%|██████▋   | 10688/16050 [1:55:53<46:36,  1.92it/s]
Training 2/3 epoch (loss 0.0077):  67%|██████▋   | 10689/16050 [1:55:53<48:19,  1.85it/s]
Training 2/3 epoch (loss 0.3702):  67%|██████▋   | 10689/16050 [1:55:53<48:19,  1.85it/s]
Training 2/3 epoch (loss 0.3702):  67%|██████▋   | 10690/16050 [1:55:53<46:02,  1.94it/s]
Training 2/3 epoch (loss 0.0001):  67%|██████▋   | 10690/16050 [1:55:54<46:02,  1.94it/s]
Training 2/3 epoch (loss 0.0001):  67%|██████▋   | 10691/16050 [1:55:54<41:53,  2.13it/s]
Training 2/3 epoch (loss 0.3186):  67%|██████▋   | 10691/16050 [1:55:54<41:53,  2.13it/s]
Training 2/3 epoch (loss 0.3186):  67%|██████▋   | 10692/16050 [1:55:54<45:11,  1.98it/s]
Training 2/3 epoch (loss 0.0176):  67%|██████▋   | 10692/16050 [1:55:55<45:11,  1.98it/s]
Training 2/3 epoch (loss 0.0176):  67%|██████▋   | 10693/16050 [1:55:55<41:19,  2.16it/s]
Training 2/3 epoch (loss 0.0362):  67%|██████▋   | 10693/16050 [1:55:55<41:19,  2.16it/s]
Training 2/3 epoch (loss 0.0362):  67%|██████▋   | 10694/16050 [1:55:55<44:59,  1.98it/s]
Training 2/3 epoch (loss 0.4098):  67%|██████▋   | 10694/16050 [1:55:56<44:59,  1.98it/s]
Training 2/3 epoch (loss 0.4098):  67%|██████▋   | 10695/16050 [1:55:56<40:47,  2.19it/s]
Training 2/3 epoch (loss 0.0105):  67%|██████▋   | 10695/16050 [1:55:56<40:47,  2.19it/s]
Training 2/3 epoch (loss 0.0105):  67%|██████▋   | 10696/16050 [1:55:56<42:11,  2.11it/s]
Training 2/3 epoch (loss 0.1406):  67%|██████▋   | 10696/16050 [1:55:56<42:11,  2.11it/s]
Training 2/3 epoch (loss 0.1406):  67%|██████▋   | 10697/16050 [1:55:56<40:07,  2.22it/s]
Training 2/3 epoch (loss 0.0001):  67%|██████▋   | 10697/16050 [1:55:57<40:07,  2.22it/s]
Training 2/3 epoch (loss 0.0001):  67%|██████▋   | 10698/16050 [1:55:57<42:52,  2.08it/s]
Training 2/3 epoch (loss 0.0170):  67%|██████▋   | 10698/16050 [1:55:57<42:52,  2.08it/s]
Training 2/3 epoch (loss 0.0170):  67%|██████▋   | 10699/16050 [1:55:57<43:10,  2.07it/s]
Training 2/3 epoch (loss 0.4931):  67%|██████▋   | 10699/16050 [1:56:00<43:10,  2.07it/s]
Training 2/3 epoch (loss 0.4931):  67%|██████▋   | 10700/16050 [1:56:00<1:33:06,  1.04s/it]
                                                                                           

Training 2/3 epoch (loss 0.4931):  67%|██████▋   | 10700/16050 [1:56:00<1:33:06,  1.04s/it]
Training 3/3 epoch (loss 0.9311):  67%|██████▋   | 10700/16050 [1:59:13<1:33:06,  1.04s/it]
Training 3/3 epoch (loss 0.9311):  67%|██████▋   | 10701/16050 [1:59:13<87:05:30, 58.61s/it]
Training 3/3 epoch (loss 0.3447):  67%|██████▋   | 10701/16050 [1:59:13<87:05:30, 58.61s/it]
Training 3/3 epoch (loss 0.3447):  67%|██████▋   | 10702/16050 [1:59:13<61:07:26, 41.15s/it]
Training 3/3 epoch (loss 0.2274):  67%|██████▋   | 10702/16050 [1:59:16<61:07:26, 41.15s/it]
Training 3/3 epoch (loss 0.2274):  67%|██████▋   | 10703/16050 [1:59:16<43:49:40, 29.51s/it]
Training 3/3 epoch (loss 0.3563):  67%|██████▋   | 10703/16050 [1:59:16<43:49:40, 29.51s/it]
Training 3/3 epoch (loss 0.3563):  67%|██████▋   | 10704/16050 [1:59:16<30:51:51, 20.78s/it]
Training 3/3 epoch (loss 0.2437):  67%|██████▋   | 10704/16050 [1:59:17<30:51:51, 20.78s/it]
Training 3/3 epoch (loss 0.2437):  67%|██████▋   | 10705/16050 [1:59:17<21:52:15, 14.73s/it]
Training 3/3 epoch (loss 0.1232):  67%|██████▋   | 10705/16050 [1:59:17<21:52:15, 14.73s/it]
Training 3/3 epoch (loss 0.1232):  67%|██████▋   | 10706/16050 [1:59:17<15:29:35, 10.44s/it]
Training 3/3 epoch (loss 0.1863):  67%|██████▋   | 10706/16050 [1:59:17<15:29:35, 10.44s/it]
Training 3/3 epoch (loss 0.1863):  67%|██████▋   | 10707/16050 [1:59:17<11:01:11,  7.42s/it]
Training 3/3 epoch (loss 0.0007):  67%|██████▋   | 10707/16050 [1:59:18<11:01:11,  7.42s/it]
Training 3/3 epoch (loss 0.0007):  67%|██████▋   | 10708/16050 [1:59:18<8:03:01,  5.43s/it] 
Training 3/3 epoch (loss 0.0044):  67%|██████▋   | 10708/16050 [1:59:18<8:03:01,  5.43s/it]
Training 3/3 epoch (loss 0.0044):  67%|██████▋   | 10709/16050 [1:59:18<5:47:22,  3.90s/it]
Training 3/3 epoch (loss 0.0058):  67%|██████▋   | 10709/16050 [1:59:19<5:47:22,  3.90s/it]
Training 3/3 epoch (loss 0.0058):  67%|██████▋   | 10710/16050 [1:59:19<4:15:46,  2.87s/it]
Training 3/3 epoch (loss 0.2456):  67%|██████▋   | 10710/16050 [1:59:19<4:15:46,  2.87s/it]
Training 3/3 epoch (loss 0.2456):  67%|██████▋   | 10711/16050 [1:59:19<3:11:43,  2.15s/it]
Training 3/3 epoch (loss 0.0156):  67%|██████▋   | 10711/16050 [1:59:20<3:11:43,  2.15s/it]
Training 3/3 epoch (loss 0.0156):  67%|██████▋   | 10712/16050 [1:59:20<2:29:31,  1.68s/it]
Training 3/3 epoch (loss 0.1995):  67%|██████▋   | 10712/16050 [1:59:22<2:29:31,  1.68s/it]
Training 3/3 epoch (loss 0.1995):  67%|██████▋   | 10713/16050 [1:59:22<2:47:26,  1.88s/it]
Training 3/3 epoch (loss 0.0683):  67%|██████▋   | 10713/16050 [1:59:23<2:47:26,  1.88s/it]
Training 3/3 epoch (loss 0.0683):  67%|██████▋   | 10714/16050 [1:59:23<2:10:17,  1.47s/it]
Training 3/3 epoch (loss 0.0152):  67%|██████▋   | 10714/16050 [1:59:23<2:10:17,  1.47s/it]
Training 3/3 epoch (loss 0.0152):  67%|██████▋   | 10715/16050 [1:59:23<1:45:00,  1.18s/it]
Training 3/3 epoch (loss 0.1837):  67%|██████▋   | 10715/16050 [1:59:24<1:45:00,  1.18s/it]
Training 3/3 epoch (loss 0.1837):  67%|██████▋   | 10716/16050 [1:59:24<1:24:28,  1.05it/s]
Training 3/3 epoch (loss 0.4336):  67%|██████▋   | 10716/16050 [1:59:26<1:24:28,  1.05it/s]
Training 3/3 epoch (loss 0.4336):  67%|██████▋   | 10717/16050 [1:59:26<2:03:17,  1.39s/it]
Training 3/3 epoch (loss 0.2709):  67%|██████▋   | 10717/16050 [1:59:29<2:03:17,  1.39s/it]
Training 3/3 epoch (loss 0.2709):  67%|██████▋   | 10718/16050 [1:59:29<2:29:48,  1.69s/it]
Training 3/3 epoch (loss 0.4365):  67%|██████▋   | 10718/16050 [1:59:29<2:29:48,  1.69s/it]
Training 3/3 epoch (loss 0.4365):  67%|██████▋   | 10719/16050 [1:59:29<2:03:28,  1.39s/it]
Training 3/3 epoch (loss 0.0101):  67%|██████▋   | 10719/16050 [1:59:30<2:03:28,  1.39s/it]
Training 3/3 epoch (loss 0.0101):  67%|██████▋   | 10720/16050 [1:59:30<1:37:11,  1.09s/it]
Training 3/3 epoch (loss 0.0002):  67%|██████▋   | 10720/16050 [1:59:30<1:37:11,  1.09s/it]
Training 3/3 epoch (loss 0.0002):  67%|██████▋   | 10721/16050 [1:59:30<1:19:27,  1.12it/s]
Training 3/3 epoch (loss 0.0001):  67%|██████▋   | 10721/16050 [1:59:31<1:19:27,  1.12it/s]
Training 3/3 epoch (loss 0.0001):  67%|██████▋   | 10722/16050 [1:59:31<1:14:31,  1.19it/s]
Training 3/3 epoch (loss 0.0253):  67%|██████▋   | 10722/16050 [1:59:31<1:14:31,  1.19it/s]
Training 3/3 epoch (loss 0.0253):  67%|██████▋   | 10723/16050 [1:59:31<1:09:09,  1.28it/s]
Training 3/3 epoch (loss 0.0023):  67%|██████▋   | 10723/16050 [1:59:32<1:09:09,  1.28it/s]
Training 3/3 epoch (loss 0.0023):  67%|██████▋   | 10724/16050 [1:59:32<57:27,  1.54it/s]  
Training 3/3 epoch (loss 0.0143):  67%|██████▋   | 10724/16050 [1:59:33<57:27,  1.54it/s]
Training 3/3 epoch (loss 0.0143):  67%|██████▋   | 10725/16050 [1:59:33<1:02:54,  1.41it/s]
Training 3/3 epoch (loss 0.0368):  67%|██████▋   | 10725/16050 [1:59:33<1:02:54,  1.41it/s]
Training 3/3 epoch (loss 0.0368):  67%|██████▋   | 10726/16050 [1:59:33<1:01:01,  1.45it/s]
Training 3/3 epoch (loss 0.0060):  67%|██████▋   | 10726/16050 [1:59:34<1:01:01,  1.45it/s]
Training 3/3 epoch (loss 0.0060):  67%|██████▋   | 10727/16050 [1:59:34<56:09,  1.58it/s]  
Training 3/3 epoch (loss 0.0306):  67%|██████▋   | 10727/16050 [1:59:34<56:09,  1.58it/s]
Training 3/3 epoch (loss 0.0306):  67%|██████▋   | 10728/16050 [1:59:34<56:35,  1.57it/s]
Training 3/3 epoch (loss 0.0010):  67%|██████▋   | 10728/16050 [1:59:35<56:35,  1.57it/s]
Training 3/3 epoch (loss 0.0010):  67%|██████▋   | 10729/16050 [1:59:35<53:40,  1.65it/s]
Training 3/3 epoch (loss 0.1184):  67%|██████▋   | 10729/16050 [1:59:36<53:40,  1.65it/s]
Training 3/3 epoch (loss 0.1184):  67%|██████▋   | 10730/16050 [1:59:36<55:24,  1.60it/s]
Training 3/3 epoch (loss 0.1895):  67%|██████▋   | 10730/16050 [1:59:36<55:24,  1.60it/s]
Training 3/3 epoch (loss 0.1895):  67%|██████▋   | 10731/16050 [1:59:36<50:44,  1.75it/s]
Training 3/3 epoch (loss 0.0775):  67%|██████▋   | 10731/16050 [1:59:37<50:44,  1.75it/s]
Training 3/3 epoch (loss 0.0775):  67%|██████▋   | 10732/16050 [1:59:37<50:52,  1.74it/s]
Training 3/3 epoch (loss 0.0117):  67%|██████▋   | 10732/16050 [1:59:37<50:52,  1.74it/s]
Training 3/3 epoch (loss 0.0117):  67%|██████▋   | 10733/16050 [1:59:37<49:04,  1.81it/s]
Training 3/3 epoch (loss 0.0295):  67%|██████▋   | 10733/16050 [1:59:38<49:04,  1.81it/s]
Training 3/3 epoch (loss 0.0295):  67%|██████▋   | 10734/16050 [1:59:38<48:32,  1.83it/s]
Training 3/3 epoch (loss 0.0174):  67%|██████▋   | 10734/16050 [1:59:38<48:32,  1.83it/s]
Training 3/3 epoch (loss 0.0174):  67%|██████▋   | 10735/16050 [1:59:38<47:39,  1.86it/s]
Training 3/3 epoch (loss 0.2314):  67%|██████▋   | 10735/16050 [1:59:39<47:39,  1.86it/s]
Training 3/3 epoch (loss 0.2314):  67%|██████▋   | 10736/16050 [1:59:39<50:45,  1.74it/s]
Training 3/3 epoch (loss 0.0875):  67%|██████▋   | 10736/16050 [1:59:39<50:45,  1.74it/s]
Training 3/3 epoch (loss 0.0875):  67%|██████▋   | 10737/16050 [1:59:39<44:39,  1.98it/s]
Training 3/3 epoch (loss 0.0014):  67%|██████▋   | 10737/16050 [1:59:40<44:39,  1.98it/s]
Training 3/3 epoch (loss 0.0014):  67%|██████▋   | 10738/16050 [1:59:40<43:01,  2.06it/s]
Training 3/3 epoch (loss 0.0130):  67%|██████▋   | 10738/16050 [1:59:40<43:01,  2.06it/s]
Training 3/3 epoch (loss 0.0130):  67%|██████▋   | 10739/16050 [1:59:40<49:07,  1.80it/s]
Training 3/3 epoch (loss 0.0019):  67%|██████▋   | 10739/16050 [1:59:41<49:07,  1.80it/s]
Training 3/3 epoch (loss 0.0019):  67%|██████▋   | 10740/16050 [1:59:41<46:02,  1.92it/s]
Training 3/3 epoch (loss 0.1899):  67%|██████▋   | 10740/16050 [1:59:41<46:02,  1.92it/s]
Training 3/3 epoch (loss 0.1899):  67%|██████▋   | 10741/16050 [1:59:41<41:07,  2.15it/s]
Training 3/3 epoch (loss 0.0064):  67%|██████▋   | 10741/16050 [1:59:42<41:07,  2.15it/s]
Training 3/3 epoch (loss 0.0064):  67%|██████▋   | 10742/16050 [1:59:42<41:15,  2.14it/s]
Training 3/3 epoch (loss 0.0334):  67%|██████▋   | 10742/16050 [1:59:42<41:15,  2.14it/s]
Training 3/3 epoch (loss 0.0334):  67%|██████▋   | 10743/16050 [1:59:42<39:46,  2.22it/s]
Training 3/3 epoch (loss 0.0076):  67%|██████▋   | 10743/16050 [1:59:43<39:46,  2.22it/s]
Training 3/3 epoch (loss 0.0076):  67%|██████▋   | 10744/16050 [1:59:43<42:02,  2.10it/s]
Training 3/3 epoch (loss 0.0416):  67%|██████▋   | 10744/16050 [1:59:43<42:02,  2.10it/s]
Training 3/3 epoch (loss 0.0416):  67%|██████▋   | 10745/16050 [1:59:43<45:00,  1.96it/s]
Training 3/3 epoch (loss 0.0055):  67%|██████▋   | 10745/16050 [1:59:44<45:00,  1.96it/s]
Training 3/3 epoch (loss 0.0055):  67%|██████▋   | 10746/16050 [1:59:44<48:50,  1.81it/s]
Training 3/3 epoch (loss 0.0095):  67%|██████▋   | 10746/16050 [1:59:44<48:50,  1.81it/s]
Training 3/3 epoch (loss 0.0095):  67%|██████▋   | 10747/16050 [1:59:44<45:39,  1.94it/s]
Training 3/3 epoch (loss 0.0083):  67%|██████▋   | 10747/16050 [1:59:45<45:39,  1.94it/s]
Training 3/3 epoch (loss 0.0083):  67%|██████▋   | 10748/16050 [1:59:45<44:22,  1.99it/s]
Training 3/3 epoch (loss 0.2490):  67%|██████▋   | 10748/16050 [1:59:45<44:22,  1.99it/s]
Training 3/3 epoch (loss 0.2490):  67%|██████▋   | 10749/16050 [1:59:45<41:45,  2.12it/s]
Training 3/3 epoch (loss 0.6489):  67%|██████▋   | 10749/16050 [1:59:46<41:45,  2.12it/s]
Training 3/3 epoch (loss 0.6489):  67%|██████▋   | 10750/16050 [1:59:46<39:43,  2.22it/s]
Training 3/3 epoch (loss 0.2911):  67%|██████▋   | 10750/16050 [1:59:46<39:43,  2.22it/s]
Training 3/3 epoch (loss 0.2911):  67%|██████▋   | 10751/16050 [1:59:46<41:45,  2.11it/s]
Training 3/3 epoch (loss 0.0101):  67%|██████▋   | 10751/16050 [1:59:47<41:45,  2.11it/s]
Training 3/3 epoch (loss 0.0101):  67%|██████▋   | 10752/16050 [1:59:47<42:02,  2.10it/s]
Training 3/3 epoch (loss 0.0082):  67%|██████▋   | 10752/16050 [1:59:47<42:02,  2.10it/s]
Training 3/3 epoch (loss 0.0082):  67%|██████▋   | 10753/16050 [1:59:47<51:05,  1.73it/s]
Training 3/3 epoch (loss 0.4396):  67%|██████▋   | 10753/16050 [1:59:48<51:05,  1.73it/s]
Training 3/3 epoch (loss 0.4396):  67%|██████▋   | 10754/16050 [1:59:48<51:47,  1.70it/s]
Training 3/3 epoch (loss 0.0000):  67%|██████▋   | 10754/16050 [1:59:48<51:47,  1.70it/s]
Training 3/3 epoch (loss 0.0000):  67%|██████▋   | 10755/16050 [1:59:48<46:55,  1.88it/s]
Training 3/3 epoch (loss 0.2913):  67%|██████▋   | 10755/16050 [1:59:49<46:55,  1.88it/s]
Training 3/3 epoch (loss 0.2913):  67%|██████▋   | 10756/16050 [1:59:49<48:49,  1.81it/s]
Training 3/3 epoch (loss 0.0046):  67%|██████▋   | 10756/16050 [1:59:49<48:49,  1.81it/s]
Training 3/3 epoch (loss 0.0046):  67%|██████▋   | 10757/16050 [1:59:49<48:12,  1.83it/s]
Training 3/3 epoch (loss 0.0020):  67%|██████▋   | 10757/16050 [1:59:50<48:12,  1.83it/s]
Training 3/3 epoch (loss 0.0020):  67%|██████▋   | 10758/16050 [1:59:50<45:08,  1.95it/s]
Training 3/3 epoch (loss 0.3029):  67%|██████▋   | 10758/16050 [1:59:51<45:08,  1.95it/s]
Training 3/3 epoch (loss 0.3029):  67%|██████▋   | 10759/16050 [1:59:51<48:41,  1.81it/s]
Training 3/3 epoch (loss 0.0229):  67%|██████▋   | 10759/16050 [1:59:51<48:41,  1.81it/s]
Training 3/3 epoch (loss 0.0229):  67%|██████▋   | 10760/16050 [1:59:51<47:58,  1.84it/s]
Training 3/3 epoch (loss 0.0265):  67%|██████▋   | 10760/16050 [1:59:52<47:58,  1.84it/s]
Training 3/3 epoch (loss 0.0265):  67%|██████▋   | 10761/16050 [1:59:52<49:21,  1.79it/s]
Training 3/3 epoch (loss 0.0037):  67%|██████▋   | 10761/16050 [1:59:52<49:21,  1.79it/s]
Training 3/3 epoch (loss 0.0037):  67%|██████▋   | 10762/16050 [1:59:52<45:40,  1.93it/s]
Training 3/3 epoch (loss 0.1300):  67%|██████▋   | 10762/16050 [1:59:52<45:40,  1.93it/s]
Training 3/3 epoch (loss 0.1300):  67%|██████▋   | 10763/16050 [1:59:52<42:35,  2.07it/s]
Training 3/3 epoch (loss 0.1360):  67%|██████▋   | 10763/16050 [1:59:53<42:35,  2.07it/s]
Training 3/3 epoch (loss 0.1360):  67%|██████▋   | 10764/16050 [1:59:53<45:44,  1.93it/s]
Training 3/3 epoch (loss 0.5046):  67%|██████▋   | 10764/16050 [1:59:54<45:44,  1.93it/s]
Training 3/3 epoch (loss 0.5046):  67%|██████▋   | 10765/16050 [1:59:54<53:46,  1.64it/s]
Training 3/3 epoch (loss 0.0162):  67%|██████▋   | 10765/16050 [1:59:54<53:46,  1.64it/s]
Training 3/3 epoch (loss 0.0162):  67%|██████▋   | 10766/16050 [1:59:54<51:58,  1.69it/s]
Training 3/3 epoch (loss 0.4617):  67%|██████▋   | 10766/16050 [1:59:55<51:58,  1.69it/s]
Training 3/3 epoch (loss 0.4617):  67%|██████▋   | 10767/16050 [1:59:55<52:22,  1.68it/s]
Training 3/3 epoch (loss 0.0088):  67%|██████▋   | 10767/16050 [1:59:56<52:22,  1.68it/s]
Training 3/3 epoch (loss 0.0088):  67%|██████▋   | 10768/16050 [1:59:56<53:17,  1.65it/s]
Training 3/3 epoch (loss 0.0000):  67%|██████▋   | 10768/16050 [1:59:56<53:17,  1.65it/s]
Training 3/3 epoch (loss 0.0000):  67%|██████▋   | 10769/16050 [1:59:56<55:03,  1.60it/s]
Training 3/3 epoch (loss 0.0021):  67%|██████▋   | 10769/16050 [1:59:57<55:03,  1.60it/s]
Training 3/3 epoch (loss 0.0021):  67%|██████▋   | 10770/16050 [1:59:57<48:19,  1.82it/s]
Training 3/3 epoch (loss 0.0031):  67%|██████▋   | 10770/16050 [1:59:57<48:19,  1.82it/s]
Training 3/3 epoch (loss 0.0031):  67%|██████▋   | 10771/16050 [1:59:57<50:17,  1.75it/s]
Training 3/3 epoch (loss 0.0130):  67%|██████▋   | 10771/16050 [1:59:58<50:17,  1.75it/s]
Training 3/3 epoch (loss 0.0130):  67%|██████▋   | 10772/16050 [1:59:58<46:18,  1.90it/s]
Training 3/3 epoch (loss 0.0014):  67%|██████▋   | 10772/16050 [1:59:58<46:18,  1.90it/s]
Training 3/3 epoch (loss 0.0014):  67%|██████▋   | 10773/16050 [1:59:58<47:57,  1.83it/s]
Training 3/3 epoch (loss 0.0005):  67%|██████▋   | 10773/16050 [1:59:59<47:57,  1.83it/s]
Training 3/3 epoch (loss 0.0005):  67%|██████▋   | 10774/16050 [1:59:59<47:50,  1.84it/s]
Training 3/3 epoch (loss 0.2402):  67%|██████▋   | 10774/16050 [2:00:00<47:50,  1.84it/s]
Training 3/3 epoch (loss 0.2402):  67%|██████▋   | 10775/16050 [2:00:00<49:52,  1.76it/s]
Training 3/3 epoch (loss 0.0039):  67%|██████▋   | 10775/16050 [2:00:00<49:52,  1.76it/s]
Training 3/3 epoch (loss 0.0039):  67%|██████▋   | 10776/16050 [2:00:00<51:01,  1.72it/s]
Training 3/3 epoch (loss 0.0015):  67%|██████▋   | 10776/16050 [2:00:01<51:01,  1.72it/s]
Training 3/3 epoch (loss 0.0015):  67%|██████▋   | 10777/16050 [2:00:01<1:02:27,  1.41it/s]
Training 3/3 epoch (loss 0.0618):  67%|██████▋   | 10777/16050 [2:00:02<1:02:27,  1.41it/s]
Training 3/3 epoch (loss 0.0618):  67%|██████▋   | 10778/16050 [2:00:02<1:03:37,  1.38it/s]
Training 3/3 epoch (loss 0.2322):  67%|██████▋   | 10778/16050 [2:00:02<1:03:37,  1.38it/s]
Training 3/3 epoch (loss 0.2322):  67%|██████▋   | 10779/16050 [2:00:02<56:53,  1.54it/s]  
Training 3/3 epoch (loss 0.0016):  67%|██████▋   | 10779/16050 [2:00:03<56:53,  1.54it/s]
Training 3/3 epoch (loss 0.0016):  67%|██████▋   | 10780/16050 [2:00:03<53:39,  1.64it/s]
Training 3/3 epoch (loss 0.3022):  67%|██████▋   | 10780/16050 [2:00:03<53:39,  1.64it/s]
Training 3/3 epoch (loss 0.3022):  67%|██████▋   | 10781/16050 [2:00:03<47:57,  1.83it/s]
Training 3/3 epoch (loss 0.0176):  67%|██████▋   | 10781/16050 [2:00:04<47:57,  1.83it/s]
Training 3/3 epoch (loss 0.0176):  67%|██████▋   | 10782/16050 [2:00:04<48:00,  1.83it/s]
Training 3/3 epoch (loss 0.0172):  67%|██████▋   | 10782/16050 [2:00:04<48:00,  1.83it/s]
Training 3/3 epoch (loss 0.0172):  67%|██████▋   | 10783/16050 [2:00:04<46:20,  1.89it/s]
Training 3/3 epoch (loss 0.0006):  67%|██████▋   | 10783/16050 [2:00:05<46:20,  1.89it/s]
Training 3/3 epoch (loss 0.0006):  67%|██████▋   | 10784/16050 [2:00:05<48:22,  1.81it/s]
Training 3/3 epoch (loss 0.4516):  67%|██████▋   | 10784/16050 [2:00:06<48:22,  1.81it/s]
Training 3/3 epoch (loss 0.4516):  67%|██████▋   | 10785/16050 [2:00:06<56:39,  1.55it/s]
Training 3/3 epoch (loss 0.0645):  67%|██████▋   | 10785/16050 [2:00:06<56:39,  1.55it/s]
Training 3/3 epoch (loss 0.0645):  67%|██████▋   | 10786/16050 [2:00:06<51:23,  1.71it/s]
Training 3/3 epoch (loss 0.0056):  67%|██████▋   | 10786/16050 [2:00:07<51:23,  1.71it/s]
Training 3/3 epoch (loss 0.0056):  67%|██████▋   | 10787/16050 [2:00:07<51:57,  1.69it/s]
Training 3/3 epoch (loss 0.0064):  67%|██████▋   | 10787/16050 [2:00:07<51:57,  1.69it/s]
Training 3/3 epoch (loss 0.0064):  67%|██████▋   | 10788/16050 [2:00:07<46:03,  1.90it/s]
Training 3/3 epoch (loss 0.0009):  67%|██████▋   | 10788/16050 [2:00:08<46:03,  1.90it/s]
Training 3/3 epoch (loss 0.0009):  67%|██████▋   | 10789/16050 [2:00:08<43:25,  2.02it/s]
Training 3/3 epoch (loss 0.0484):  67%|██████▋   | 10789/16050 [2:00:08<43:25,  2.02it/s]
Training 3/3 epoch (loss 0.0484):  67%|██████▋   | 10790/16050 [2:00:08<44:57,  1.95it/s]
Training 3/3 epoch (loss 0.0009):  67%|██████▋   | 10790/16050 [2:00:09<44:57,  1.95it/s]
Training 3/3 epoch (loss 0.0009):  67%|██████▋   | 10791/16050 [2:00:09<46:39,  1.88it/s]
Training 3/3 epoch (loss 0.0016):  67%|██████▋   | 10791/16050 [2:00:09<46:39,  1.88it/s]
Training 3/3 epoch (loss 0.0016):  67%|██████▋   | 10792/16050 [2:00:09<44:32,  1.97it/s]
Training 3/3 epoch (loss 0.2236):  67%|██████▋   | 10792/16050 [2:00:10<44:32,  1.97it/s]
Training 3/3 epoch (loss 0.2236):  67%|██████▋   | 10793/16050 [2:00:10<47:28,  1.85it/s]
Training 3/3 epoch (loss 0.2296):  67%|██████▋   | 10793/16050 [2:00:10<47:28,  1.85it/s]
Training 3/3 epoch (loss 0.2296):  67%|██████▋   | 10794/16050 [2:00:10<42:39,  2.05it/s]
Training 3/3 epoch (loss 0.0006):  67%|██████▋   | 10794/16050 [2:00:11<42:39,  2.05it/s]
Training 3/3 epoch (loss 0.0006):  67%|██████▋   | 10795/16050 [2:00:11<40:35,  2.16it/s]
Training 3/3 epoch (loss 0.0047):  67%|██████▋   | 10795/16050 [2:00:11<40:35,  2.16it/s]
Training 3/3 epoch (loss 0.0047):  67%|██████▋   | 10796/16050 [2:00:11<43:57,  1.99it/s]
Training 3/3 epoch (loss 0.0985):  67%|██████▋   | 10796/16050 [2:00:12<43:57,  1.99it/s]
Training 3/3 epoch (loss 0.0985):  67%|██████▋   | 10797/16050 [2:00:12<48:01,  1.82it/s]
Training 3/3 epoch (loss 0.4850):  67%|██████▋   | 10797/16050 [2:00:12<48:01,  1.82it/s]
Training 3/3 epoch (loss 0.4850):  67%|██████▋   | 10798/16050 [2:00:12<41:58,  2.09it/s]
Training 3/3 epoch (loss 0.0818):  67%|██████▋   | 10798/16050 [2:00:13<41:58,  2.09it/s]
Training 3/3 epoch (loss 0.0818):  67%|██████▋   | 10799/16050 [2:00:13<50:20,  1.74it/s]
Training 3/3 epoch (loss 0.0118):  67%|██████▋   | 10799/16050 [2:00:14<50:20,  1.74it/s]
Training 3/3 epoch (loss 0.0118):  67%|██████▋   | 10800/16050 [2:00:14<48:57,  1.79it/s]
Training 3/3 epoch (loss 0.0197):  67%|██████▋   | 10800/16050 [2:00:14<48:57,  1.79it/s]
Training 3/3 epoch (loss 0.0197):  67%|██████▋   | 10801/16050 [2:00:14<46:49,  1.87it/s]
Training 3/3 epoch (loss 0.0507):  67%|██████▋   | 10801/16050 [2:00:15<46:49,  1.87it/s]
Training 3/3 epoch (loss 0.0507):  67%|██████▋   | 10802/16050 [2:00:15<49:28,  1.77it/s]
Training 3/3 epoch (loss 0.0008):  67%|██████▋   | 10802/16050 [2:00:15<49:28,  1.77it/s]
Training 3/3 epoch (loss 0.0008):  67%|██████▋   | 10803/16050 [2:00:15<50:45,  1.72it/s]
Training 3/3 epoch (loss 0.0069):  67%|██████▋   | 10803/16050 [2:00:16<50:45,  1.72it/s]
Training 3/3 epoch (loss 0.0069):  67%|██████▋   | 10804/16050 [2:00:16<47:11,  1.85it/s]
Training 3/3 epoch (loss 0.6046):  67%|██████▋   | 10804/16050 [2:00:16<47:11,  1.85it/s]
Training 3/3 epoch (loss 0.6046):  67%|██████▋   | 10805/16050 [2:00:16<49:29,  1.77it/s]
Training 3/3 epoch (loss 0.0004):  67%|██████▋   | 10805/16050 [2:00:17<49:29,  1.77it/s]
Training 3/3 epoch (loss 0.0004):  67%|██████▋   | 10806/16050 [2:00:17<48:12,  1.81it/s]
Training 3/3 epoch (loss 0.0421):  67%|██████▋   | 10806/16050 [2:00:18<48:12,  1.81it/s]
Training 3/3 epoch (loss 0.0421):  67%|██████▋   | 10807/16050 [2:00:18<51:04,  1.71it/s]
Training 3/3 epoch (loss 0.0039):  67%|██████▋   | 10807/16050 [2:00:18<51:04,  1.71it/s]
Training 3/3 epoch (loss 0.0039):  67%|██████▋   | 10808/16050 [2:00:18<51:41,  1.69it/s]
Training 3/3 epoch (loss 0.0021):  67%|██████▋   | 10808/16050 [2:00:19<51:41,  1.69it/s]
Training 3/3 epoch (loss 0.0021):  67%|██████▋   | 10809/16050 [2:00:19<47:20,  1.85it/s]
Training 3/3 epoch (loss 0.2269):  67%|██████▋   | 10809/16050 [2:00:19<47:20,  1.85it/s]
Training 3/3 epoch (loss 0.2269):  67%|██████▋   | 10810/16050 [2:00:19<41:03,  2.13it/s]
Training 3/3 epoch (loss 0.0083):  67%|██████▋   | 10810/16050 [2:00:19<41:03,  2.13it/s]
Training 3/3 epoch (loss 0.0083):  67%|██████▋   | 10811/16050 [2:00:19<45:00,  1.94it/s]
Training 3/3 epoch (loss 0.0019):  67%|██████▋   | 10811/16050 [2:00:20<45:00,  1.94it/s]
Training 3/3 epoch (loss 0.0019):  67%|██████▋   | 10812/16050 [2:00:20<49:03,  1.78it/s]
Training 3/3 epoch (loss 0.0000):  67%|██████▋   | 10812/16050 [2:00:21<49:03,  1.78it/s]
Training 3/3 epoch (loss 0.0000):  67%|██████▋   | 10813/16050 [2:00:21<45:04,  1.94it/s]
Training 3/3 epoch (loss 0.1512):  67%|██████▋   | 10813/16050 [2:00:21<45:04,  1.94it/s]
Training 3/3 epoch (loss 0.1512):  67%|██████▋   | 10814/16050 [2:00:21<48:03,  1.82it/s]
Training 3/3 epoch (loss 0.0034):  67%|██████▋   | 10814/16050 [2:00:22<48:03,  1.82it/s]
Training 3/3 epoch (loss 0.0034):  67%|██████▋   | 10815/16050 [2:00:22<47:53,  1.82it/s]
Training 3/3 epoch (loss 0.0014):  67%|██████▋   | 10815/16050 [2:00:22<47:53,  1.82it/s]
Training 3/3 epoch (loss 0.0014):  67%|██████▋   | 10816/16050 [2:00:22<45:38,  1.91it/s]
Training 3/3 epoch (loss 0.0010):  67%|██████▋   | 10816/16050 [2:00:23<45:38,  1.91it/s]
Training 3/3 epoch (loss 0.0010):  67%|██████▋   | 10817/16050 [2:00:23<47:05,  1.85it/s]
Training 3/3 epoch (loss 0.0354):  67%|██████▋   | 10817/16050 [2:00:23<47:05,  1.85it/s]
Training 3/3 epoch (loss 0.0354):  67%|██████▋   | 10818/16050 [2:00:23<46:15,  1.88it/s]
Training 3/3 epoch (loss 0.0125):  67%|██████▋   | 10818/16050 [2:00:24<46:15,  1.88it/s]
Training 3/3 epoch (loss 0.0125):  67%|██████▋   | 10819/16050 [2:00:24<49:42,  1.75it/s]
Training 3/3 epoch (loss 0.0128):  67%|██████▋   | 10819/16050 [2:00:25<49:42,  1.75it/s]
Training 3/3 epoch (loss 0.0128):  67%|██████▋   | 10820/16050 [2:00:25<51:55,  1.68it/s]
Training 3/3 epoch (loss 0.3047):  67%|██████▋   | 10820/16050 [2:00:25<51:55,  1.68it/s]
Training 3/3 epoch (loss 0.3047):  67%|██████▋   | 10821/16050 [2:00:25<52:14,  1.67it/s]
Training 3/3 epoch (loss 0.5283):  67%|██████▋   | 10821/16050 [2:00:26<52:14,  1.67it/s]
Training 3/3 epoch (loss 0.5283):  67%|██████▋   | 10822/16050 [2:00:26<57:38,  1.51it/s]
Training 3/3 epoch (loss 0.0624):  67%|██████▋   | 10822/16050 [2:00:26<57:38,  1.51it/s]
Training 3/3 epoch (loss 0.0624):  67%|██████▋   | 10823/16050 [2:00:26<51:18,  1.70it/s]
Training 3/3 epoch (loss 0.0171):  67%|██████▋   | 10823/16050 [2:00:27<51:18,  1.70it/s]
Training 3/3 epoch (loss 0.0171):  67%|██████▋   | 10824/16050 [2:00:27<47:49,  1.82it/s]
Training 3/3 epoch (loss 0.4971):  67%|██████▋   | 10824/16050 [2:00:27<47:49,  1.82it/s]
Training 3/3 epoch (loss 0.4971):  67%|██████▋   | 10825/16050 [2:00:27<43:57,  1.98it/s]
Training 3/3 epoch (loss 0.0321):  67%|██████▋   | 10825/16050 [2:00:28<43:57,  1.98it/s]
Training 3/3 epoch (loss 0.0321):  67%|██████▋   | 10826/16050 [2:00:28<51:09,  1.70it/s]
Training 3/3 epoch (loss 0.3710):  67%|██████▋   | 10826/16050 [2:00:29<51:09,  1.70it/s]
Training 3/3 epoch (loss 0.3710):  67%|██████▋   | 10827/16050 [2:00:29<50:11,  1.73it/s]
Training 3/3 epoch (loss 0.0494):  67%|██████▋   | 10827/16050 [2:00:29<50:11,  1.73it/s]
Training 3/3 epoch (loss 0.0494):  67%|██████▋   | 10828/16050 [2:00:29<44:34,  1.95it/s]
Training 3/3 epoch (loss 0.0135):  67%|██████▋   | 10828/16050 [2:00:30<44:34,  1.95it/s]
Training 3/3 epoch (loss 0.0135):  67%|██████▋   | 10829/16050 [2:00:30<45:22,  1.92it/s]
Training 3/3 epoch (loss 0.2391):  67%|██████▋   | 10829/16050 [2:00:30<45:22,  1.92it/s]
Training 3/3 epoch (loss 0.2391):  67%|██████▋   | 10830/16050 [2:00:30<42:53,  2.03it/s]
Training 3/3 epoch (loss 0.0045):  67%|██████▋   | 10830/16050 [2:00:30<42:53,  2.03it/s]
Training 3/3 epoch (loss 0.0045):  67%|██████▋   | 10831/16050 [2:00:30<43:38,  1.99it/s]
Training 3/3 epoch (loss 0.0580):  67%|██████▋   | 10831/16050 [2:00:31<43:38,  1.99it/s]
Training 3/3 epoch (loss 0.0580):  67%|██████▋   | 10832/16050 [2:00:31<47:00,  1.85it/s]
Training 3/3 epoch (loss 0.3210):  67%|██████▋   | 10832/16050 [2:00:32<47:00,  1.85it/s]
Training 3/3 epoch (loss 0.3210):  67%|██████▋   | 10833/16050 [2:00:32<49:26,  1.76it/s]
Training 3/3 epoch (loss 0.0840):  67%|██████▋   | 10833/16050 [2:00:32<49:26,  1.76it/s]
Training 3/3 epoch (loss 0.0840):  68%|██████▊   | 10834/16050 [2:00:32<52:08,  1.67it/s]
Training 3/3 epoch (loss 0.0944):  68%|██████▊   | 10834/16050 [2:00:33<52:08,  1.67it/s]
Training 3/3 epoch (loss 0.0944):  68%|██████▊   | 10835/16050 [2:00:33<49:57,  1.74it/s]
Training 3/3 epoch (loss 0.0209):  68%|██████▊   | 10835/16050 [2:00:33<49:57,  1.74it/s]
Training 3/3 epoch (loss 0.0209):  68%|██████▊   | 10836/16050 [2:00:33<46:48,  1.86it/s]
Training 3/3 epoch (loss 0.0007):  68%|██████▊   | 10836/16050 [2:00:34<46:48,  1.86it/s]
Training 3/3 epoch (loss 0.0007):  68%|██████▊   | 10837/16050 [2:00:34<46:46,  1.86it/s]
Training 3/3 epoch (loss 0.0288):  68%|██████▊   | 10837/16050 [2:00:34<46:46,  1.86it/s]
Training 3/3 epoch (loss 0.0288):  68%|██████▊   | 10838/16050 [2:00:34<46:37,  1.86it/s]
Training 3/3 epoch (loss 0.0241):  68%|██████▊   | 10838/16050 [2:00:35<46:37,  1.86it/s]
Training 3/3 epoch (loss 0.0241):  68%|██████▊   | 10839/16050 [2:00:35<51:18,  1.69it/s]
Training 3/3 epoch (loss 0.0411):  68%|██████▊   | 10839/16050 [2:00:36<51:18,  1.69it/s]
Training 3/3 epoch (loss 0.0411):  68%|██████▊   | 10840/16050 [2:00:36<49:51,  1.74it/s]
Training 3/3 epoch (loss 0.0040):  68%|██████▊   | 10840/16050 [2:00:36<49:51,  1.74it/s]
Training 3/3 epoch (loss 0.0040):  68%|██████▊   | 10841/16050 [2:00:36<45:09,  1.92it/s]
Training 3/3 epoch (loss 0.5039):  68%|██████▊   | 10841/16050 [2:00:37<45:09,  1.92it/s]
Training 3/3 epoch (loss 0.5039):  68%|██████▊   | 10842/16050 [2:00:37<43:31,  1.99it/s]
Training 3/3 epoch (loss 0.0083):  68%|██████▊   | 10842/16050 [2:00:37<43:31,  1.99it/s]
Training 3/3 epoch (loss 0.0083):  68%|██████▊   | 10843/16050 [2:00:37<41:11,  2.11it/s]
Training 3/3 epoch (loss 0.0276):  68%|██████▊   | 10843/16050 [2:00:37<41:11,  2.11it/s]
Training 3/3 epoch (loss 0.0276):  68%|██████▊   | 10844/16050 [2:00:37<41:49,  2.07it/s]
Training 3/3 epoch (loss 0.4702):  68%|██████▊   | 10844/16050 [2:00:38<41:49,  2.07it/s]
Training 3/3 epoch (loss 0.4702):  68%|██████▊   | 10845/16050 [2:00:38<37:09,  2.33it/s]
Training 3/3 epoch (loss 0.1248):  68%|██████▊   | 10845/16050 [2:00:40<37:09,  2.33it/s]
Training 3/3 epoch (loss 0.1248):  68%|██████▊   | 10846/16050 [2:00:40<1:26:54,  1.00s/it]
Training 3/3 epoch (loss 0.1665):  68%|██████▊   | 10846/16050 [2:00:41<1:26:54,  1.00s/it]
Training 3/3 epoch (loss 0.1665):  68%|██████▊   | 10847/16050 [2:00:41<1:13:30,  1.18it/s]
Training 3/3 epoch (loss 0.6781):  68%|██████▊   | 10847/16050 [2:00:41<1:13:30,  1.18it/s]
Training 3/3 epoch (loss 0.6781):  68%|██████▊   | 10848/16050 [2:00:41<1:03:23,  1.37it/s]
Training 3/3 epoch (loss 0.0498):  68%|██████▊   | 10848/16050 [2:00:42<1:03:23,  1.37it/s]
Training 3/3 epoch (loss 0.0498):  68%|██████▊   | 10849/16050 [2:00:42<1:04:46,  1.34it/s]
Training 3/3 epoch (loss 0.4192):  68%|██████▊   | 10849/16050 [2:00:42<1:04:46,  1.34it/s]
Training 3/3 epoch (loss 0.4192):  68%|██████▊   | 10850/16050 [2:00:42<57:20,  1.51it/s]  
Training 3/3 epoch (loss 0.0096):  68%|██████▊   | 10850/16050 [2:00:43<57:20,  1.51it/s]
Training 3/3 epoch (loss 0.0096):  68%|██████▊   | 10851/16050 [2:00:43<51:42,  1.68it/s]
Training 3/3 epoch (loss 0.3628):  68%|██████▊   | 10851/16050 [2:00:43<51:42,  1.68it/s]
Training 3/3 epoch (loss 0.3628):  68%|██████▊   | 10852/16050 [2:00:43<51:44,  1.67it/s]
Training 3/3 epoch (loss 0.0175):  68%|██████▊   | 10852/16050 [2:00:44<51:44,  1.67it/s]
Training 3/3 epoch (loss 0.0175):  68%|██████▊   | 10853/16050 [2:00:44<52:14,  1.66it/s]
Training 3/3 epoch (loss 0.4144):  68%|██████▊   | 10853/16050 [2:00:45<52:14,  1.66it/s]
Training 3/3 epoch (loss 0.4144):  68%|██████▊   | 10854/16050 [2:00:45<55:17,  1.57it/s]
Training 3/3 epoch (loss 0.0096):  68%|██████▊   | 10854/16050 [2:00:45<55:17,  1.57it/s]
Training 3/3 epoch (loss 0.0096):  68%|██████▊   | 10855/16050 [2:00:45<57:01,  1.52it/s]
Training 3/3 epoch (loss 0.0365):  68%|██████▊   | 10855/16050 [2:00:46<57:01,  1.52it/s]
Training 3/3 epoch (loss 0.0365):  68%|██████▊   | 10856/16050 [2:00:46<54:32,  1.59it/s]
Training 3/3 epoch (loss 0.0008):  68%|██████▊   | 10856/16050 [2:00:46<54:32,  1.59it/s]
Training 3/3 epoch (loss 0.0008):  68%|██████▊   | 10857/16050 [2:00:46<48:47,  1.77it/s]
Training 3/3 epoch (loss 0.1137):  68%|██████▊   | 10857/16050 [2:00:47<48:47,  1.77it/s]
Training 3/3 epoch (loss 0.1137):  68%|██████▊   | 10858/16050 [2:00:47<51:21,  1.69it/s]
Training 3/3 epoch (loss 0.0756):  68%|██████▊   | 10858/16050 [2:00:48<51:21,  1.69it/s]
Training 3/3 epoch (loss 0.0756):  68%|██████▊   | 10859/16050 [2:00:48<50:09,  1.72it/s]
Training 3/3 epoch (loss 0.8599):  68%|██████▊   | 10859/16050 [2:00:48<50:09,  1.72it/s]
Training 3/3 epoch (loss 0.8599):  68%|██████▊   | 10860/16050 [2:00:48<52:31,  1.65it/s]
Training 3/3 epoch (loss 0.0130):  68%|██████▊   | 10860/16050 [2:00:49<52:31,  1.65it/s]
Training 3/3 epoch (loss 0.0130):  68%|██████▊   | 10861/16050 [2:00:49<54:35,  1.58it/s]
Training 3/3 epoch (loss 0.0302):  68%|██████▊   | 10861/16050 [2:00:50<54:35,  1.58it/s]
Training 3/3 epoch (loss 0.0302):  68%|██████▊   | 10862/16050 [2:00:50<56:03,  1.54it/s]
Training 3/3 epoch (loss 0.0046):  68%|██████▊   | 10862/16050 [2:00:50<56:03,  1.54it/s]
Training 3/3 epoch (loss 0.0046):  68%|██████▊   | 10863/16050 [2:00:50<53:21,  1.62it/s]
Training 3/3 epoch (loss 0.4788):  68%|██████▊   | 10863/16050 [2:00:51<53:21,  1.62it/s]
Training 3/3 epoch (loss 0.4788):  68%|██████▊   | 10864/16050 [2:00:51<54:25,  1.59it/s]
Training 3/3 epoch (loss 0.0057):  68%|██████▊   | 10864/16050 [2:00:51<54:25,  1.59it/s]
Training 3/3 epoch (loss 0.0057):  68%|██████▊   | 10865/16050 [2:00:51<48:46,  1.77it/s]
Training 3/3 epoch (loss 0.0036):  68%|██████▊   | 10865/16050 [2:00:52<48:46,  1.77it/s]
Training 3/3 epoch (loss 0.0036):  68%|██████▊   | 10866/16050 [2:00:52<47:38,  1.81it/s]
Training 3/3 epoch (loss 0.4823):  68%|██████▊   | 10866/16050 [2:00:52<47:38,  1.81it/s]
Training 3/3 epoch (loss 0.4823):  68%|██████▊   | 10867/16050 [2:00:52<46:54,  1.84it/s]
Training 3/3 epoch (loss 0.0319):  68%|██████▊   | 10867/16050 [2:00:53<46:54,  1.84it/s]
Training 3/3 epoch (loss 0.0319):  68%|██████▊   | 10868/16050 [2:00:53<47:59,  1.80it/s]
Training 3/3 epoch (loss 0.4510):  68%|██████▊   | 10868/16050 [2:00:53<47:59,  1.80it/s]
Training 3/3 epoch (loss 0.4510):  68%|██████▊   | 10869/16050 [2:00:53<45:42,  1.89it/s]
Training 3/3 epoch (loss 0.0011):  68%|██████▊   | 10869/16050 [2:00:54<45:42,  1.89it/s]
Training 3/3 epoch (loss 0.0011):  68%|██████▊   | 10870/16050 [2:00:54<48:46,  1.77it/s]
Training 3/3 epoch (loss 0.0446):  68%|██████▊   | 10870/16050 [2:00:55<48:46,  1.77it/s]
Training 3/3 epoch (loss 0.0446):  68%|██████▊   | 10871/16050 [2:00:55<47:57,  1.80it/s]
Training 3/3 epoch (loss 0.0010):  68%|██████▊   | 10871/16050 [2:00:55<47:57,  1.80it/s]
Training 3/3 epoch (loss 0.0010):  68%|██████▊   | 10872/16050 [2:00:55<43:32,  1.98it/s]
Training 3/3 epoch (loss 0.3580):  68%|██████▊   | 10872/16050 [2:00:55<43:32,  1.98it/s]
Training 3/3 epoch (loss 0.3580):  68%|██████▊   | 10873/16050 [2:00:55<44:25,  1.94it/s]
Training 3/3 epoch (loss 0.0510):  68%|██████▊   | 10873/16050 [2:00:56<44:25,  1.94it/s]
Training 3/3 epoch (loss 0.0510):  68%|██████▊   | 10874/16050 [2:00:56<40:34,  2.13it/s]
Training 3/3 epoch (loss 0.0165):  68%|██████▊   | 10874/16050 [2:00:56<40:34,  2.13it/s]
Training 3/3 epoch (loss 0.0165):  68%|██████▊   | 10875/16050 [2:00:56<44:16,  1.95it/s]
Training 3/3 epoch (loss 0.4700):  68%|██████▊   | 10875/16050 [2:00:57<44:16,  1.95it/s]
Training 3/3 epoch (loss 0.4700):  68%|██████▊   | 10876/16050 [2:00:57<43:26,  1.98it/s]
Training 3/3 epoch (loss 0.0035):  68%|██████▊   | 10876/16050 [2:00:57<43:26,  1.98it/s]
Training 3/3 epoch (loss 0.0035):  68%|██████▊   | 10877/16050 [2:00:57<43:25,  1.99it/s]
Training 3/3 epoch (loss 0.2817):  68%|██████▊   | 10877/16050 [2:00:58<43:25,  1.99it/s]
Training 3/3 epoch (loss 0.2817):  68%|██████▊   | 10878/16050 [2:00:58<53:13,  1.62it/s]
Training 3/3 epoch (loss 0.1662):  68%|██████▊   | 10878/16050 [2:00:59<53:13,  1.62it/s]
Training 3/3 epoch (loss 0.1662):  68%|██████▊   | 10879/16050 [2:00:59<54:14,  1.59it/s]
Training 3/3 epoch (loss 0.5637):  68%|██████▊   | 10879/16050 [2:00:59<54:14,  1.59it/s]
Training 3/3 epoch (loss 0.5637):  68%|██████▊   | 10880/16050 [2:00:59<48:51,  1.76it/s]
Training 3/3 epoch (loss 0.4416):  68%|██████▊   | 10880/16050 [2:01:00<48:51,  1.76it/s]
Training 3/3 epoch (loss 0.4416):  68%|██████▊   | 10881/16050 [2:01:00<47:26,  1.82it/s]
Training 3/3 epoch (loss 0.0003):  68%|██████▊   | 10881/16050 [2:01:00<47:26,  1.82it/s]
Training 3/3 epoch (loss 0.0003):  68%|██████▊   | 10882/16050 [2:01:00<42:18,  2.04it/s]
Training 3/3 epoch (loss 0.0119):  68%|██████▊   | 10882/16050 [2:01:01<42:18,  2.04it/s]
Training 3/3 epoch (loss 0.0119):  68%|██████▊   | 10883/16050 [2:01:01<40:12,  2.14it/s]
Training 3/3 epoch (loss 0.1140):  68%|██████▊   | 10883/16050 [2:01:01<40:12,  2.14it/s]
Training 3/3 epoch (loss 0.1140):  68%|██████▊   | 10884/16050 [2:01:01<39:02,  2.21it/s]
Training 3/3 epoch (loss 0.0863):  68%|██████▊   | 10884/16050 [2:01:01<39:02,  2.21it/s]
Training 3/3 epoch (loss 0.0863):  68%|██████▊   | 10885/16050 [2:01:01<38:04,  2.26it/s]
Training 3/3 epoch (loss 0.2843):  68%|██████▊   | 10885/16050 [2:01:04<38:04,  2.26it/s]
Training 3/3 epoch (loss 0.2843):  68%|██████▊   | 10886/16050 [2:01:04<1:24:03,  1.02it/s]
Training 3/3 epoch (loss 0.2760):  68%|██████▊   | 10886/16050 [2:01:04<1:24:03,  1.02it/s]
Training 3/3 epoch (loss 0.2760):  68%|██████▊   | 10887/16050 [2:01:04<1:13:12,  1.18it/s]
Training 3/3 epoch (loss 0.0000):  68%|██████▊   | 10887/16050 [2:01:05<1:13:12,  1.18it/s]
Training 3/3 epoch (loss 0.0000):  68%|██████▊   | 10888/16050 [2:01:05<1:01:34,  1.40it/s]
Training 3/3 epoch (loss 0.4709):  68%|██████▊   | 10888/16050 [2:01:05<1:01:34,  1.40it/s]
Training 3/3 epoch (loss 0.4709):  68%|██████▊   | 10889/16050 [2:01:05<51:57,  1.66it/s]  
Training 3/3 epoch (loss 0.0064):  68%|██████▊   | 10889/16050 [2:01:05<51:57,  1.66it/s]
Training 3/3 epoch (loss 0.0064):  68%|██████▊   | 10890/16050 [2:01:05<47:08,  1.82it/s]
Training 3/3 epoch (loss 0.0310):  68%|██████▊   | 10890/16050 [2:01:06<47:08,  1.82it/s]
Training 3/3 epoch (loss 0.0310):  68%|██████▊   | 10891/16050 [2:01:06<54:33,  1.58it/s]
Training 3/3 epoch (loss 0.1102):  68%|██████▊   | 10891/16050 [2:01:07<54:33,  1.58it/s]
Training 3/3 epoch (loss 0.1102):  68%|██████▊   | 10892/16050 [2:01:07<54:21,  1.58it/s]
Training 3/3 epoch (loss 0.5134):  68%|██████▊   | 10892/16050 [2:01:07<54:21,  1.58it/s]
Training 3/3 epoch (loss 0.5134):  68%|██████▊   | 10893/16050 [2:01:07<50:09,  1.71it/s]
Training 3/3 epoch (loss 0.0048):  68%|██████▊   | 10893/16050 [2:01:08<50:09,  1.71it/s]
Training 3/3 epoch (loss 0.0048):  68%|██████▊   | 10894/16050 [2:01:08<45:09,  1.90it/s]
Training 3/3 epoch (loss 0.0005):  68%|██████▊   | 10894/16050 [2:01:08<45:09,  1.90it/s]
Training 3/3 epoch (loss 0.0005):  68%|██████▊   | 10895/16050 [2:01:08<43:41,  1.97it/s]
Training 3/3 epoch (loss 0.2698):  68%|██████▊   | 10895/16050 [2:01:09<43:41,  1.97it/s]
Training 3/3 epoch (loss 0.2698):  68%|██████▊   | 10896/16050 [2:01:09<41:42,  2.06it/s]
Training 3/3 epoch (loss 0.0032):  68%|██████▊   | 10896/16050 [2:01:09<41:42,  2.06it/s]
Training 3/3 epoch (loss 0.0032):  68%|██████▊   | 10897/16050 [2:01:09<43:24,  1.98it/s]
Training 3/3 epoch (loss 0.0038):  68%|██████▊   | 10897/16050 [2:01:10<43:24,  1.98it/s]
Training 3/3 epoch (loss 0.0038):  68%|██████▊   | 10898/16050 [2:01:10<43:17,  1.98it/s]
Training 3/3 epoch (loss 0.0187):  68%|██████▊   | 10898/16050 [2:01:10<43:17,  1.98it/s]
Training 3/3 epoch (loss 0.0187):  68%|██████▊   | 10899/16050 [2:01:10<42:23,  2.03it/s]
Training 3/3 epoch (loss 0.0006):  68%|██████▊   | 10899/16050 [2:01:11<42:23,  2.03it/s]
Training 3/3 epoch (loss 0.0006):  68%|██████▊   | 10900/16050 [2:01:11<40:02,  2.14it/s]
Training 3/3 epoch (loss 0.0011):  68%|██████▊   | 10900/16050 [2:01:11<40:02,  2.14it/s]
Training 3/3 epoch (loss 0.0011):  68%|██████▊   | 10901/16050 [2:01:11<43:28,  1.97it/s]
Training 3/3 epoch (loss 0.0015):  68%|██████▊   | 10901/16050 [2:01:12<43:28,  1.97it/s]
Training 3/3 epoch (loss 0.0015):  68%|██████▊   | 10902/16050 [2:01:12<43:35,  1.97it/s]
Training 3/3 epoch (loss 0.1059):  68%|██████▊   | 10902/16050 [2:01:12<43:35,  1.97it/s]
Training 3/3 epoch (loss 0.1059):  68%|██████▊   | 10903/16050 [2:01:12<43:48,  1.96it/s]
Training 3/3 epoch (loss 0.0266):  68%|██████▊   | 10903/16050 [2:01:13<43:48,  1.96it/s]
Training 3/3 epoch (loss 0.0266):  68%|██████▊   | 10904/16050 [2:01:13<43:43,  1.96it/s]
Training 3/3 epoch (loss 0.3379):  68%|██████▊   | 10904/16050 [2:01:13<43:43,  1.96it/s]
Training 3/3 epoch (loss 0.3379):  68%|██████▊   | 10905/16050 [2:01:13<47:27,  1.81it/s]
Training 3/3 epoch (loss 0.0007):  68%|██████▊   | 10905/16050 [2:01:14<47:27,  1.81it/s]
Training 3/3 epoch (loss 0.0007):  68%|██████▊   | 10906/16050 [2:01:14<52:48,  1.62it/s]
Training 3/3 epoch (loss 0.0203):  68%|██████▊   | 10906/16050 [2:01:15<52:48,  1.62it/s]
Training 3/3 epoch (loss 0.0203):  68%|██████▊   | 10907/16050 [2:01:15<55:06,  1.56it/s]
Training 3/3 epoch (loss 0.0279):  68%|██████▊   | 10907/16050 [2:01:15<55:06,  1.56it/s]
Training 3/3 epoch (loss 0.0279):  68%|██████▊   | 10908/16050 [2:01:15<54:59,  1.56it/s]
Training 3/3 epoch (loss 0.5343):  68%|██████▊   | 10908/16050 [2:01:16<54:59,  1.56it/s]
Training 3/3 epoch (loss 0.5343):  68%|██████▊   | 10909/16050 [2:01:16<51:55,  1.65it/s]
Training 3/3 epoch (loss 0.0273):  68%|██████▊   | 10909/16050 [2:01:16<51:55,  1.65it/s]
Training 3/3 epoch (loss 0.0273):  68%|██████▊   | 10910/16050 [2:01:16<46:52,  1.83it/s]
Training 3/3 epoch (loss 0.0375):  68%|██████▊   | 10910/16050 [2:01:17<46:52,  1.83it/s]
Training 3/3 epoch (loss 0.0375):  68%|██████▊   | 10911/16050 [2:01:17<50:52,  1.68it/s]
Training 3/3 epoch (loss 0.0764):  68%|██████▊   | 10911/16050 [2:01:18<50:52,  1.68it/s]
Training 3/3 epoch (loss 0.0764):  68%|██████▊   | 10912/16050 [2:01:18<51:20,  1.67it/s]
Training 3/3 epoch (loss 0.0049):  68%|██████▊   | 10912/16050 [2:01:18<51:20,  1.67it/s]
Training 3/3 epoch (loss 0.0049):  68%|██████▊   | 10913/16050 [2:01:18<47:17,  1.81it/s]
Training 3/3 epoch (loss 0.0587):  68%|██████▊   | 10913/16050 [2:01:19<47:17,  1.81it/s]
Training 3/3 epoch (loss 0.0587):  68%|██████▊   | 10914/16050 [2:01:19<43:43,  1.96it/s]
Training 3/3 epoch (loss 0.2066):  68%|██████▊   | 10914/16050 [2:01:19<43:43,  1.96it/s]
Training 3/3 epoch (loss 0.2066):  68%|██████▊   | 10915/16050 [2:01:19<46:20,  1.85it/s]
Training 3/3 epoch (loss 0.0573):  68%|██████▊   | 10915/16050 [2:01:20<46:20,  1.85it/s]
Training 3/3 epoch (loss 0.0573):  68%|██████▊   | 10916/16050 [2:01:20<42:57,  1.99it/s]
Training 3/3 epoch (loss 0.0006):  68%|██████▊   | 10916/16050 [2:01:20<42:57,  1.99it/s]
Training 3/3 epoch (loss 0.0006):  68%|██████▊   | 10917/16050 [2:01:20<45:21,  1.89it/s]
Training 3/3 epoch (loss 0.0311):  68%|██████▊   | 10917/16050 [2:01:21<45:21,  1.89it/s]
Training 3/3 epoch (loss 0.0311):  68%|██████▊   | 10918/16050 [2:01:21<44:56,  1.90it/s]
Training 3/3 epoch (loss 0.0005):  68%|██████▊   | 10918/16050 [2:01:21<44:56,  1.90it/s]
Training 3/3 epoch (loss 0.0005):  68%|██████▊   | 10919/16050 [2:01:21<43:33,  1.96it/s]
Training 3/3 epoch (loss 0.0369):  68%|██████▊   | 10919/16050 [2:01:22<43:33,  1.96it/s]
Training 3/3 epoch (loss 0.0369):  68%|██████▊   | 10920/16050 [2:01:22<42:23,  2.02it/s]
Training 3/3 epoch (loss 0.0075):  68%|██████▊   | 10920/16050 [2:01:22<42:23,  2.02it/s]
Training 3/3 epoch (loss 0.0075):  68%|██████▊   | 10921/16050 [2:01:22<43:33,  1.96it/s]
Training 3/3 epoch (loss 0.0036):  68%|██████▊   | 10921/16050 [2:01:23<43:33,  1.96it/s]
Training 3/3 epoch (loss 0.0036):  68%|██████▊   | 10922/16050 [2:01:23<41:41,  2.05it/s]
Training 3/3 epoch (loss 0.2045):  68%|██████▊   | 10922/16050 [2:01:23<41:41,  2.05it/s]
Training 3/3 epoch (loss 0.2045):  68%|██████▊   | 10923/16050 [2:01:23<39:47,  2.15it/s]
Training 3/3 epoch (loss 0.0174):  68%|██████▊   | 10923/16050 [2:01:24<39:47,  2.15it/s]
Training 3/3 epoch (loss 0.0174):  68%|██████▊   | 10924/16050 [2:01:24<45:45,  1.87it/s]
Training 3/3 epoch (loss 0.0460):  68%|██████▊   | 10924/16050 [2:01:24<45:45,  1.87it/s]
Training 3/3 epoch (loss 0.0460):  68%|██████▊   | 10925/16050 [2:01:24<47:57,  1.78it/s]
Training 3/3 epoch (loss 0.3001):  68%|██████▊   | 10925/16050 [2:01:25<47:57,  1.78it/s]
Training 3/3 epoch (loss 0.3001):  68%|██████▊   | 10926/16050 [2:01:25<47:46,  1.79it/s]
Training 3/3 epoch (loss 0.1118):  68%|██████▊   | 10926/16050 [2:01:26<47:46,  1.79it/s]
Training 3/3 epoch (loss 0.1118):  68%|██████▊   | 10927/16050 [2:01:26<48:53,  1.75it/s]
Training 3/3 epoch (loss 0.0381):  68%|██████▊   | 10927/16050 [2:01:26<48:53,  1.75it/s]
Training 3/3 epoch (loss 0.0381):  68%|██████▊   | 10928/16050 [2:01:26<45:01,  1.90it/s]
Training 3/3 epoch (loss 0.3648):  68%|██████▊   | 10928/16050 [2:01:26<45:01,  1.90it/s]
Training 3/3 epoch (loss 0.3648):  68%|██████▊   | 10929/16050 [2:01:26<40:11,  2.12it/s]
Training 3/3 epoch (loss 0.3406):  68%|██████▊   | 10929/16050 [2:01:27<40:11,  2.12it/s]
Training 3/3 epoch (loss 0.3406):  68%|██████▊   | 10930/16050 [2:01:27<46:50,  1.82it/s]
Training 3/3 epoch (loss 0.0902):  68%|██████▊   | 10930/16050 [2:01:28<46:50,  1.82it/s]
Training 3/3 epoch (loss 0.0902):  68%|██████▊   | 10931/16050 [2:01:28<54:45,  1.56it/s]
Training 3/3 epoch (loss 0.0395):  68%|██████▊   | 10931/16050 [2:01:28<54:45,  1.56it/s]
Training 3/3 epoch (loss 0.0395):  68%|██████▊   | 10932/16050 [2:01:28<53:54,  1.58it/s]
Training 3/3 epoch (loss 0.0078):  68%|██████▊   | 10932/16050 [2:01:29<53:54,  1.58it/s]
Training 3/3 epoch (loss 0.0078):  68%|██████▊   | 10933/16050 [2:01:29<49:12,  1.73it/s]
Training 3/3 epoch (loss 0.0595):  68%|██████▊   | 10933/16050 [2:01:29<49:12,  1.73it/s]
Training 3/3 epoch (loss 0.0595):  68%|██████▊   | 10934/16050 [2:01:29<43:33,  1.96it/s]
Training 3/3 epoch (loss 0.0000):  68%|██████▊   | 10934/16050 [2:01:30<43:33,  1.96it/s]
Training 3/3 epoch (loss 0.0000):  68%|██████▊   | 10935/16050 [2:01:30<42:16,  2.02it/s]
Training 3/3 epoch (loss 0.0464):  68%|██████▊   | 10935/16050 [2:01:30<42:16,  2.02it/s]
Training 3/3 epoch (loss 0.0464):  68%|██████▊   | 10936/16050 [2:01:30<41:28,  2.06it/s]
Training 3/3 epoch (loss 0.0009):  68%|██████▊   | 10936/16050 [2:01:31<41:28,  2.06it/s]
Training 3/3 epoch (loss 0.0009):  68%|██████▊   | 10937/16050 [2:01:31<46:36,  1.83it/s]
Training 3/3 epoch (loss 0.0205):  68%|██████▊   | 10937/16050 [2:01:31<46:36,  1.83it/s]
Training 3/3 epoch (loss 0.0205):  68%|██████▊   | 10938/16050 [2:01:31<44:54,  1.90it/s]
Training 3/3 epoch (loss 0.0006):  68%|██████▊   | 10938/16050 [2:01:32<44:54,  1.90it/s]
Training 3/3 epoch (loss 0.0006):  68%|██████▊   | 10939/16050 [2:01:32<47:19,  1.80it/s]
Training 3/3 epoch (loss 0.0001):  68%|██████▊   | 10939/16050 [2:01:32<47:19,  1.80it/s]
Training 3/3 epoch (loss 0.0001):  68%|██████▊   | 10940/16050 [2:01:32<43:27,  1.96it/s]
Training 3/3 epoch (loss 0.0004):  68%|██████▊   | 10940/16050 [2:01:33<43:27,  1.96it/s]
Training 3/3 epoch (loss 0.0004):  68%|██████▊   | 10941/16050 [2:01:33<43:29,  1.96it/s]
Training 3/3 epoch (loss 0.0001):  68%|██████▊   | 10941/16050 [2:01:33<43:29,  1.96it/s]
Training 3/3 epoch (loss 0.0001):  68%|██████▊   | 10942/16050 [2:01:33<39:36,  2.15it/s]
Training 3/3 epoch (loss 0.0001):  68%|██████▊   | 10942/16050 [2:01:34<39:36,  2.15it/s]
Training 3/3 epoch (loss 0.0001):  68%|██████▊   | 10943/16050 [2:01:34<39:18,  2.17it/s]
Training 3/3 epoch (loss 0.1379):  68%|██████▊   | 10943/16050 [2:01:34<39:18,  2.17it/s]
Training 3/3 epoch (loss 0.1379):  68%|██████▊   | 10944/16050 [2:01:34<45:17,  1.88it/s]
Training 3/3 epoch (loss 0.2576):  68%|██████▊   | 10944/16050 [2:01:35<45:17,  1.88it/s]
Training 3/3 epoch (loss 0.2576):  68%|██████▊   | 10945/16050 [2:01:35<45:22,  1.88it/s]
Training 3/3 epoch (loss 0.0112):  68%|██████▊   | 10945/16050 [2:01:35<45:22,  1.88it/s]
Training 3/3 epoch (loss 0.0112):  68%|██████▊   | 10946/16050 [2:01:35<43:46,  1.94it/s]
Training 3/3 epoch (loss 0.4888):  68%|██████▊   | 10946/16050 [2:01:36<43:46,  1.94it/s]
Training 3/3 epoch (loss 0.4888):  68%|██████▊   | 10947/16050 [2:01:36<45:58,  1.85it/s]
Training 3/3 epoch (loss 0.0090):  68%|██████▊   | 10947/16050 [2:01:37<45:58,  1.85it/s]
Training 3/3 epoch (loss 0.0090):  68%|██████▊   | 10948/16050 [2:01:37<50:40,  1.68it/s]
Training 3/3 epoch (loss 0.3916):  68%|██████▊   | 10948/16050 [2:01:37<50:40,  1.68it/s]
Training 3/3 epoch (loss 0.3916):  68%|██████▊   | 10949/16050 [2:01:37<46:30,  1.83it/s]
Training 3/3 epoch (loss 0.0150):  68%|██████▊   | 10949/16050 [2:01:38<46:30,  1.83it/s]
Training 3/3 epoch (loss 0.0150):  68%|██████▊   | 10950/16050 [2:01:38<49:09,  1.73it/s]
Training 3/3 epoch (loss 0.0009):  68%|██████▊   | 10950/16050 [2:01:38<49:09,  1.73it/s]
Training 3/3 epoch (loss 0.0009):  68%|██████▊   | 10951/16050 [2:01:38<44:30,  1.91it/s]
Training 3/3 epoch (loss 0.4655):  68%|██████▊   | 10951/16050 [2:01:39<44:30,  1.91it/s]
Training 3/3 epoch (loss 0.4655):  68%|██████▊   | 10952/16050 [2:01:39<46:51,  1.81it/s]
Training 3/3 epoch (loss 0.0396):  68%|██████▊   | 10952/16050 [2:01:39<46:51,  1.81it/s]
Training 3/3 epoch (loss 0.0396):  68%|██████▊   | 10953/16050 [2:01:39<48:26,  1.75it/s]
Training 3/3 epoch (loss 0.0169):  68%|██████▊   | 10953/16050 [2:01:40<48:26,  1.75it/s]
Training 3/3 epoch (loss 0.0169):  68%|██████▊   | 10954/16050 [2:01:40<44:15,  1.92it/s]
Training 3/3 epoch (loss 0.0473):  68%|██████▊   | 10954/16050 [2:01:40<44:15,  1.92it/s]
Training 3/3 epoch (loss 0.0473):  68%|██████▊   | 10955/16050 [2:01:40<42:47,  1.98it/s]
Training 3/3 epoch (loss 0.0065):  68%|██████▊   | 10955/16050 [2:01:41<42:47,  1.98it/s]
Training 3/3 epoch (loss 0.0065):  68%|██████▊   | 10956/16050 [2:01:41<46:27,  1.83it/s]
Training 3/3 epoch (loss 0.0065):  68%|██████▊   | 10956/16050 [2:01:41<46:27,  1.83it/s]
Training 3/3 epoch (loss 0.0065):  68%|██████▊   | 10957/16050 [2:01:41<44:25,  1.91it/s]
Training 3/3 epoch (loss 0.0101):  68%|██████▊   | 10957/16050 [2:01:42<44:25,  1.91it/s]
Training 3/3 epoch (loss 0.0101):  68%|██████▊   | 10958/16050 [2:01:42<53:05,  1.60it/s]
Training 3/3 epoch (loss 0.3740):  68%|██████▊   | 10958/16050 [2:01:43<53:05,  1.60it/s]
Training 3/3 epoch (loss 0.3740):  68%|██████▊   | 10959/16050 [2:01:43<47:33,  1.78it/s]
Training 3/3 epoch (loss 0.0438):  68%|██████▊   | 10959/16050 [2:01:43<47:33,  1.78it/s]
Training 3/3 epoch (loss 0.0438):  68%|██████▊   | 10960/16050 [2:01:43<43:35,  1.95it/s]
Training 3/3 epoch (loss 0.0181):  68%|██████▊   | 10960/16050 [2:01:44<43:35,  1.95it/s]
Training 3/3 epoch (loss 0.0181):  68%|██████▊   | 10961/16050 [2:01:44<45:35,  1.86it/s]
Training 3/3 epoch (loss 0.0282):  68%|██████▊   | 10961/16050 [2:01:44<45:35,  1.86it/s]
Training 3/3 epoch (loss 0.0282):  68%|██████▊   | 10962/16050 [2:01:44<43:47,  1.94it/s]
Training 3/3 epoch (loss 0.3718):  68%|██████▊   | 10962/16050 [2:01:46<43:47,  1.94it/s]
Training 3/3 epoch (loss 0.3718):  68%|██████▊   | 10963/16050 [2:01:46<1:27:23,  1.03s/it]
Training 3/3 epoch (loss 0.0154):  68%|██████▊   | 10963/16050 [2:01:47<1:27:23,  1.03s/it]
Training 3/3 epoch (loss 0.0154):  68%|██████▊   | 10964/16050 [2:01:47<1:14:27,  1.14it/s]
Training 3/3 epoch (loss 0.4806):  68%|██████▊   | 10964/16050 [2:01:48<1:14:27,  1.14it/s]
Training 3/3 epoch (loss 0.4806):  68%|██████▊   | 10965/16050 [2:01:48<1:08:25,  1.24it/s]
Training 3/3 epoch (loss 0.3209):  68%|██████▊   | 10965/16050 [2:01:48<1:08:25,  1.24it/s]
Training 3/3 epoch (loss 0.3209):  68%|██████▊   | 10966/16050 [2:01:48<1:01:34,  1.38it/s]
Training 3/3 epoch (loss 0.0370):  68%|██████▊   | 10966/16050 [2:01:49<1:01:34,  1.38it/s]
Training 3/3 epoch (loss 0.0370):  68%|██████▊   | 10967/16050 [2:01:49<56:50,  1.49it/s]  
Training 3/3 epoch (loss 0.0236):  68%|██████▊   | 10967/16050 [2:01:49<56:50,  1.49it/s]
Training 3/3 epoch (loss 0.0236):  68%|██████▊   | 10968/16050 [2:01:49<51:22,  1.65it/s]
Training 3/3 epoch (loss 0.0520):  68%|██████▊   | 10968/16050 [2:01:50<51:22,  1.65it/s]
Training 3/3 epoch (loss 0.0520):  68%|██████▊   | 10969/16050 [2:01:50<47:42,  1.77it/s]
Training 3/3 epoch (loss 0.4541):  68%|██████▊   | 10969/16050 [2:01:50<47:42,  1.77it/s]
Training 3/3 epoch (loss 0.4541):  68%|██████▊   | 10970/16050 [2:01:50<50:04,  1.69it/s]
Training 3/3 epoch (loss 0.4197):  68%|██████▊   | 10970/16050 [2:01:51<50:04,  1.69it/s]
Training 3/3 epoch (loss 0.4197):  68%|██████▊   | 10971/16050 [2:01:51<43:41,  1.94it/s]
Training 3/3 epoch (loss 0.3396):  68%|██████▊   | 10971/16050 [2:01:51<43:41,  1.94it/s]
Training 3/3 epoch (loss 0.3396):  68%|██████▊   | 10972/16050 [2:01:51<39:43,  2.13it/s]
Training 3/3 epoch (loss 0.0031):  68%|██████▊   | 10972/16050 [2:01:51<39:43,  2.13it/s]
Training 3/3 epoch (loss 0.0031):  68%|██████▊   | 10973/16050 [2:01:51<39:35,  2.14it/s]
Training 3/3 epoch (loss 0.0080):  68%|██████▊   | 10973/16050 [2:01:52<39:35,  2.14it/s]
Training 3/3 epoch (loss 0.0080):  68%|██████▊   | 10974/16050 [2:01:52<43:37,  1.94it/s]
Training 3/3 epoch (loss 0.0442):  68%|██████▊   | 10974/16050 [2:01:53<43:37,  1.94it/s]
Training 3/3 epoch (loss 0.0442):  68%|██████▊   | 10975/16050 [2:01:53<47:55,  1.76it/s]
Training 3/3 epoch (loss 0.3060):  68%|██████▊   | 10975/16050 [2:01:53<47:55,  1.76it/s]
Training 3/3 epoch (loss 0.3060):  68%|██████▊   | 10976/16050 [2:01:53<49:17,  1.72it/s]
Training 3/3 epoch (loss 0.0165):  68%|██████▊   | 10976/16050 [2:01:54<49:17,  1.72it/s]
Training 3/3 epoch (loss 0.0165):  68%|██████▊   | 10977/16050 [2:01:54<48:07,  1.76it/s]
Training 3/3 epoch (loss 0.4922):  68%|██████▊   | 10977/16050 [2:01:54<48:07,  1.76it/s]
Training 3/3 epoch (loss 0.4922):  68%|██████▊   | 10978/16050 [2:01:54<48:55,  1.73it/s]
Training 3/3 epoch (loss 0.3986):  68%|██████▊   | 10978/16050 [2:01:55<48:55,  1.73it/s]
Training 3/3 epoch (loss 0.3986):  68%|██████▊   | 10979/16050 [2:01:55<51:01,  1.66it/s]
Training 3/3 epoch (loss 0.0400):  68%|██████▊   | 10979/16050 [2:01:56<51:01,  1.66it/s]
Training 3/3 epoch (loss 0.0400):  68%|██████▊   | 10980/16050 [2:01:56<47:19,  1.79it/s]
Training 3/3 epoch (loss 0.0662):  68%|██████▊   | 10980/16050 [2:01:56<47:19,  1.79it/s]
Training 3/3 epoch (loss 0.0662):  68%|██████▊   | 10981/16050 [2:01:56<49:21,  1.71it/s]
Training 3/3 epoch (loss 0.0164):  68%|██████▊   | 10981/16050 [2:01:57<49:21,  1.71it/s]
Training 3/3 epoch (loss 0.0164):  68%|██████▊   | 10982/16050 [2:01:57<50:54,  1.66it/s]
Training 3/3 epoch (loss 0.0500):  68%|██████▊   | 10982/16050 [2:01:57<50:54,  1.66it/s]
Training 3/3 epoch (loss 0.0500):  68%|██████▊   | 10983/16050 [2:01:57<46:20,  1.82it/s]
Training 3/3 epoch (loss 0.1035):  68%|██████▊   | 10983/16050 [2:01:58<46:20,  1.82it/s]
Training 3/3 epoch (loss 0.1035):  68%|██████▊   | 10984/16050 [2:01:58<46:16,  1.82it/s]
Training 3/3 epoch (loss 0.1147):  68%|██████▊   | 10984/16050 [2:01:59<46:16,  1.82it/s]
Training 3/3 epoch (loss 0.1147):  68%|██████▊   | 10985/16050 [2:01:59<52:41,  1.60it/s]
Training 3/3 epoch (loss 0.0364):  68%|██████▊   | 10985/16050 [2:01:59<52:41,  1.60it/s]
Training 3/3 epoch (loss 0.0364):  68%|██████▊   | 10986/16050 [2:01:59<52:19,  1.61it/s]
Training 3/3 epoch (loss 0.0218):  68%|██████▊   | 10986/16050 [2:02:00<52:19,  1.61it/s]
Training 3/3 epoch (loss 0.0218):  68%|██████▊   | 10987/16050 [2:02:00<49:49,  1.69it/s]
Training 3/3 epoch (loss 0.0210):  68%|██████▊   | 10987/16050 [2:02:01<49:49,  1.69it/s]
Training 3/3 epoch (loss 0.0210):  68%|██████▊   | 10988/16050 [2:02:01<53:04,  1.59it/s]
Training 3/3 epoch (loss 0.0002):  68%|██████▊   | 10988/16050 [2:02:01<53:04,  1.59it/s]
Training 3/3 epoch (loss 0.0002):  68%|██████▊   | 10989/16050 [2:02:01<47:29,  1.78it/s]
Training 3/3 epoch (loss 0.2916):  68%|██████▊   | 10989/16050 [2:02:03<47:29,  1.78it/s]
Training 3/3 epoch (loss 0.2916):  68%|██████▊   | 10990/16050 [2:02:03<1:32:42,  1.10s/it]
Training 3/3 epoch (loss 0.0232):  68%|██████▊   | 10990/16050 [2:02:04<1:32:42,  1.10s/it]
Training 3/3 epoch (loss 0.0232):  68%|██████▊   | 10991/16050 [2:02:04<1:15:20,  1.12it/s]
Training 3/3 epoch (loss 0.4119):  68%|██████▊   | 10991/16050 [2:02:04<1:15:20,  1.12it/s]
Training 3/3 epoch (loss 0.4119):  68%|██████▊   | 10992/16050 [2:02:04<1:09:08,  1.22it/s]
Training 3/3 epoch (loss 0.0168):  68%|██████▊   | 10992/16050 [2:02:05<1:09:08,  1.22it/s]
Training 3/3 epoch (loss 0.0168):  68%|██████▊   | 10993/16050 [2:02:05<1:05:17,  1.29it/s]
Training 3/3 epoch (loss 0.3550):  68%|██████▊   | 10993/16050 [2:02:07<1:05:17,  1.29it/s]
Training 3/3 epoch (loss 0.3550):  68%|██████▊   | 10994/16050 [2:02:07<1:44:44,  1.24s/it]
Training 3/3 epoch (loss 0.2677):  68%|██████▊   | 10994/16050 [2:02:08<1:44:44,  1.24s/it]
Training 3/3 epoch (loss 0.2677):  69%|██████▊   | 10995/16050 [2:02:08<1:23:43,  1.01it/s]
Training 3/3 epoch (loss 0.0459):  69%|██████▊   | 10995/16050 [2:02:09<1:23:43,  1.01it/s]
Training 3/3 epoch (loss 0.0459):  69%|██████▊   | 10996/16050 [2:02:09<1:18:33,  1.07it/s]
Training 3/3 epoch (loss 0.0027):  69%|██████▊   | 10996/16050 [2:02:09<1:18:33,  1.07it/s]
Training 3/3 epoch (loss 0.0027):  69%|██████▊   | 10997/16050 [2:02:09<1:04:14,  1.31it/s]
Training 3/3 epoch (loss 0.4395):  69%|██████▊   | 10997/16050 [2:02:09<1:04:14,  1.31it/s]
Training 3/3 epoch (loss 0.4395):  69%|██████▊   | 10998/16050 [2:02:09<59:54,  1.41it/s]  
Training 3/3 epoch (loss 0.0028):  69%|██████▊   | 10998/16050 [2:02:10<59:54,  1.41it/s]
Training 3/3 epoch (loss 0.0028):  69%|██████▊   | 10999/16050 [2:02:10<57:45,  1.46it/s]
Training 3/3 epoch (loss 0.0675):  69%|██████▊   | 10999/16050 [2:02:11<57:45,  1.46it/s]
Training 3/3 epoch (loss 0.0675):  69%|██████▊   | 11000/16050 [2:02:11<51:05,  1.65it/s]
Training 3/3 epoch (loss 0.1116):  69%|██████▊   | 11000/16050 [2:02:11<51:05,  1.65it/s]
Training 3/3 epoch (loss 0.1116):  69%|██████▊   | 11001/16050 [2:02:11<53:50,  1.56it/s]
Training 3/3 epoch (loss 0.0186):  69%|██████▊   | 11001/16050 [2:02:12<53:50,  1.56it/s]
Training 3/3 epoch (loss 0.0186):  69%|██████▊   | 11002/16050 [2:02:12<47:41,  1.76it/s]
Training 3/3 epoch (loss 0.3019):  69%|██████▊   | 11002/16050 [2:02:12<47:41,  1.76it/s]
Training 3/3 epoch (loss 0.3019):  69%|██████▊   | 11003/16050 [2:02:12<44:55,  1.87it/s]
Training 3/3 epoch (loss 0.0068):  69%|██████▊   | 11003/16050 [2:02:13<44:55,  1.87it/s]
Training 3/3 epoch (loss 0.0068):  69%|██████▊   | 11004/16050 [2:02:13<43:00,  1.96it/s]
Training 3/3 epoch (loss 0.2859):  69%|██████▊   | 11004/16050 [2:02:13<43:00,  1.96it/s]
Training 3/3 epoch (loss 0.2859):  69%|██████▊   | 11005/16050 [2:02:13<45:48,  1.84it/s]
Training 3/3 epoch (loss 0.0008):  69%|██████▊   | 11005/16050 [2:02:14<45:48,  1.84it/s]
Training 3/3 epoch (loss 0.0008):  69%|██████▊   | 11006/16050 [2:02:14<56:34,  1.49it/s]
Training 3/3 epoch (loss 0.0161):  69%|██████▊   | 11006/16050 [2:02:15<56:34,  1.49it/s]
Training 3/3 epoch (loss 0.0161):  69%|██████▊   | 11007/16050 [2:02:15<54:14,  1.55it/s]
Training 3/3 epoch (loss 0.0782):  69%|██████▊   | 11007/16050 [2:02:15<54:14,  1.55it/s]
Training 3/3 epoch (loss 0.0782):  69%|██████▊   | 11008/16050 [2:02:15<53:03,  1.58it/s]
Training 3/3 epoch (loss 0.0100):  69%|██████▊   | 11008/16050 [2:02:16<53:03,  1.58it/s]
Training 3/3 epoch (loss 0.0100):  69%|██████▊   | 11009/16050 [2:02:16<48:35,  1.73it/s]
Training 3/3 epoch (loss 0.0044):  69%|██████▊   | 11009/16050 [2:02:16<48:35,  1.73it/s]
Training 3/3 epoch (loss 0.0044):  69%|██████▊   | 11010/16050 [2:02:16<44:22,  1.89it/s]
Training 3/3 epoch (loss 0.2156):  69%|██████▊   | 11010/16050 [2:02:17<44:22,  1.89it/s]
Training 3/3 epoch (loss 0.2156):  69%|██████▊   | 11011/16050 [2:02:17<47:59,  1.75it/s]
Training 3/3 epoch (loss 0.0194):  69%|██████▊   | 11011/16050 [2:02:18<47:59,  1.75it/s]
Training 3/3 epoch (loss 0.0194):  69%|██████▊   | 11012/16050 [2:02:18<49:17,  1.70it/s]
Training 3/3 epoch (loss 0.0132):  69%|██████▊   | 11012/16050 [2:02:18<49:17,  1.70it/s]
Training 3/3 epoch (loss 0.0132):  69%|██████▊   | 11013/16050 [2:02:18<51:00,  1.65it/s]
Training 3/3 epoch (loss 0.0563):  69%|██████▊   | 11013/16050 [2:02:19<51:00,  1.65it/s]
Training 3/3 epoch (loss 0.0563):  69%|██████▊   | 11014/16050 [2:02:19<44:21,  1.89it/s]
Training 3/3 epoch (loss 0.7361):  69%|██████▊   | 11014/16050 [2:02:19<44:21,  1.89it/s]
Training 3/3 epoch (loss 0.7361):  69%|██████▊   | 11015/16050 [2:02:19<44:08,  1.90it/s]
Training 3/3 epoch (loss 0.0934):  69%|██████▊   | 11015/16050 [2:02:19<44:08,  1.90it/s]
Training 3/3 epoch (loss 0.0934):  69%|██████▊   | 11016/16050 [2:02:19<42:21,  1.98it/s]
Training 3/3 epoch (loss 0.0501):  69%|██████▊   | 11016/16050 [2:02:20<42:21,  1.98it/s]
Training 3/3 epoch (loss 0.0501):  69%|██████▊   | 11017/16050 [2:02:20<38:04,  2.20it/s]
Training 3/3 epoch (loss 0.0499):  69%|██████▊   | 11017/16050 [2:02:20<38:04,  2.20it/s]
Training 3/3 epoch (loss 0.0499):  69%|██████▊   | 11018/16050 [2:02:20<38:25,  2.18it/s]
Training 3/3 epoch (loss 0.2841):  69%|██████▊   | 11018/16050 [2:02:21<38:25,  2.18it/s]
Training 3/3 epoch (loss 0.2841):  69%|██████▊   | 11019/16050 [2:02:21<37:54,  2.21it/s]
Training 3/3 epoch (loss 0.0932):  69%|██████▊   | 11019/16050 [2:02:21<37:54,  2.21it/s]
Training 3/3 epoch (loss 0.0932):  69%|██████▊   | 11020/16050 [2:02:21<35:10,  2.38it/s]
Training 3/3 epoch (loss 0.0041):  69%|██████▊   | 11020/16050 [2:02:22<35:10,  2.38it/s]
Training 3/3 epoch (loss 0.0041):  69%|██████▊   | 11021/16050 [2:02:22<52:56,  1.58it/s]
Training 3/3 epoch (loss 0.0762):  69%|██████▊   | 11021/16050 [2:02:23<52:56,  1.58it/s]
Training 3/3 epoch (loss 0.0762):  69%|██████▊   | 11022/16050 [2:02:23<52:18,  1.60it/s]
Training 3/3 epoch (loss 0.1667):  69%|██████▊   | 11022/16050 [2:02:23<52:18,  1.60it/s]
Training 3/3 epoch (loss 0.1667):  69%|██████▊   | 11023/16050 [2:02:23<48:18,  1.73it/s]
Training 3/3 epoch (loss 0.0418):  69%|██████▊   | 11023/16050 [2:02:24<48:18,  1.73it/s]
Training 3/3 epoch (loss 0.0418):  69%|██████▊   | 11024/16050 [2:02:24<47:13,  1.77it/s]
Training 3/3 epoch (loss 0.0028):  69%|██████▊   | 11024/16050 [2:02:24<47:13,  1.77it/s]
Training 3/3 epoch (loss 0.0028):  69%|██████▊   | 11025/16050 [2:02:24<42:59,  1.95it/s]
Training 3/3 epoch (loss 0.0146):  69%|██████▊   | 11025/16050 [2:02:25<42:59,  1.95it/s]
Training 3/3 epoch (loss 0.0146):  69%|██████▊   | 11026/16050 [2:02:25<41:29,  2.02it/s]
Training 3/3 epoch (loss 0.0213):  69%|██████▊   | 11026/16050 [2:02:25<41:29,  2.02it/s]
Training 3/3 epoch (loss 0.0213):  69%|██████▊   | 11027/16050 [2:02:25<44:34,  1.88it/s]
Training 3/3 epoch (loss 0.0684):  69%|██████▊   | 11027/16050 [2:02:26<44:34,  1.88it/s]
Training 3/3 epoch (loss 0.0684):  69%|██████▊   | 11028/16050 [2:02:26<44:05,  1.90it/s]
Training 3/3 epoch (loss 0.2230):  69%|██████▊   | 11028/16050 [2:02:26<44:05,  1.90it/s]
Training 3/3 epoch (loss 0.2230):  69%|██████▊   | 11029/16050 [2:02:26<40:51,  2.05it/s]
Training 3/3 epoch (loss 0.1265):  69%|██████▊   | 11029/16050 [2:02:28<40:51,  2.05it/s]
Training 3/3 epoch (loss 0.1265):  69%|██████▊   | 11030/16050 [2:02:28<1:24:26,  1.01s/it]
Training 3/3 epoch (loss 0.0082):  69%|██████▊   | 11030/16050 [2:02:29<1:24:26,  1.01s/it]
Training 3/3 epoch (loss 0.0082):  69%|██████▊   | 11031/16050 [2:02:29<1:11:48,  1.16it/s]
Training 3/3 epoch (loss 0.0050):  69%|██████▊   | 11031/16050 [2:02:29<1:11:48,  1.16it/s]
Training 3/3 epoch (loss 0.0050):  69%|██████▊   | 11032/16050 [2:02:29<58:59,  1.42it/s]  
Training 3/3 epoch (loss 0.4121):  69%|██████▊   | 11032/16050 [2:02:30<58:59,  1.42it/s]
Training 3/3 epoch (loss 0.4121):  69%|██████▊   | 11033/16050 [2:02:30<51:37,  1.62it/s]
Training 3/3 epoch (loss 0.2154):  69%|██████▊   | 11033/16050 [2:02:30<51:37,  1.62it/s]
Training 3/3 epoch (loss 0.2154):  69%|██████▊   | 11034/16050 [2:02:30<51:19,  1.63it/s]
Training 3/3 epoch (loss 0.0098):  69%|██████▊   | 11034/16050 [2:02:31<51:19,  1.63it/s]
Training 3/3 epoch (loss 0.0098):  69%|██████▉   | 11035/16050 [2:02:31<52:09,  1.60it/s]
Training 3/3 epoch (loss 0.3763):  69%|██████▉   | 11035/16050 [2:02:31<52:09,  1.60it/s]
Training 3/3 epoch (loss 0.3763):  69%|██████▉   | 11036/16050 [2:02:31<47:59,  1.74it/s]
Training 3/3 epoch (loss 0.5143):  69%|██████▉   | 11036/16050 [2:02:32<47:59,  1.74it/s]
Training 3/3 epoch (loss 0.5143):  69%|██████▉   | 11037/16050 [2:02:32<48:42,  1.72it/s]
Training 3/3 epoch (loss 0.0524):  69%|██████▉   | 11037/16050 [2:02:33<48:42,  1.72it/s]
Training 3/3 epoch (loss 0.0524):  69%|██████▉   | 11038/16050 [2:02:33<52:07,  1.60it/s]
Training 3/3 epoch (loss 0.0491):  69%|██████▉   | 11038/16050 [2:02:33<52:07,  1.60it/s]
Training 3/3 epoch (loss 0.0491):  69%|██████▉   | 11039/16050 [2:02:33<49:29,  1.69it/s]
Training 3/3 epoch (loss 0.0971):  69%|██████▉   | 11039/16050 [2:02:34<49:29,  1.69it/s]
Training 3/3 epoch (loss 0.0971):  69%|██████▉   | 11040/16050 [2:02:34<51:33,  1.62it/s]
Training 3/3 epoch (loss 0.0046):  69%|██████▉   | 11040/16050 [2:02:34<51:33,  1.62it/s]
Training 3/3 epoch (loss 0.0046):  69%|██████▉   | 11041/16050 [2:02:34<50:27,  1.65it/s]
Training 3/3 epoch (loss 0.2623):  69%|██████▉   | 11041/16050 [2:02:35<50:27,  1.65it/s]
Training 3/3 epoch (loss 0.2623):  69%|██████▉   | 11042/16050 [2:02:35<49:06,  1.70it/s]
Training 3/3 epoch (loss 0.9771):  69%|██████▉   | 11042/16050 [2:02:35<49:06,  1.70it/s]
Training 3/3 epoch (loss 0.9771):  69%|██████▉   | 11043/16050 [2:02:35<45:00,  1.85it/s]
Training 3/3 epoch (loss 0.1907):  69%|██████▉   | 11043/16050 [2:02:36<45:00,  1.85it/s]
Training 3/3 epoch (loss 0.1907):  69%|██████▉   | 11044/16050 [2:02:36<42:03,  1.98it/s]
Training 3/3 epoch (loss 0.1993):  69%|██████▉   | 11044/16050 [2:02:38<42:03,  1.98it/s]
Training 3/3 epoch (loss 0.1993):  69%|██████▉   | 11045/16050 [2:02:38<1:28:10,  1.06s/it]
Training 3/3 epoch (loss 0.0453):  69%|██████▉   | 11045/16050 [2:02:39<1:28:10,  1.06s/it]
Training 3/3 epoch (loss 0.0453):  69%|██████▉   | 11046/16050 [2:02:39<1:30:46,  1.09s/it]
Training 3/3 epoch (loss 0.0585):  69%|██████▉   | 11046/16050 [2:02:40<1:30:46,  1.09s/it]
Training 3/3 epoch (loss 0.0585):  69%|██████▉   | 11047/16050 [2:02:40<1:20:13,  1.04it/s]
Training 3/3 epoch (loss 0.0263):  69%|██████▉   | 11047/16050 [2:02:41<1:20:13,  1.04it/s]
Training 3/3 epoch (loss 0.0263):  69%|██████▉   | 11048/16050 [2:02:41<1:11:35,  1.16it/s]
Training 3/3 epoch (loss 0.0316):  69%|██████▉   | 11048/16050 [2:02:41<1:11:35,  1.16it/s]
Training 3/3 epoch (loss 0.0316):  69%|██████▉   | 11049/16050 [2:02:41<1:03:31,  1.31it/s]
Training 3/3 epoch (loss 0.0198):  69%|██████▉   | 11049/16050 [2:02:42<1:03:31,  1.31it/s]
Training 3/3 epoch (loss 0.0198):  69%|██████▉   | 11050/16050 [2:02:42<55:26,  1.50it/s]  
Training 3/3 epoch (loss 0.1272):  69%|██████▉   | 11050/16050 [2:02:42<55:26,  1.50it/s]
Training 3/3 epoch (loss 0.1272):  69%|██████▉   | 11051/16050 [2:02:42<55:54,  1.49it/s]
Training 3/3 epoch (loss 0.0002):  69%|██████▉   | 11051/16050 [2:02:43<55:54,  1.49it/s]
Training 3/3 epoch (loss 0.0002):  69%|██████▉   | 11052/16050 [2:02:43<49:24,  1.69it/s]
Training 3/3 epoch (loss 0.3166):  69%|██████▉   | 11052/16050 [2:02:43<49:24,  1.69it/s]
Training 3/3 epoch (loss 0.3166):  69%|██████▉   | 11053/16050 [2:02:43<49:34,  1.68it/s]
Training 3/3 epoch (loss 0.0117):  69%|██████▉   | 11053/16050 [2:02:44<49:34,  1.68it/s]
Training 3/3 epoch (loss 0.0117):  69%|██████▉   | 11054/16050 [2:02:44<47:08,  1.77it/s]
Training 3/3 epoch (loss 0.0084):  69%|██████▉   | 11054/16050 [2:02:45<47:08,  1.77it/s]
Training 3/3 epoch (loss 0.0084):  69%|██████▉   | 11055/16050 [2:02:45<50:25,  1.65it/s]
Training 3/3 epoch (loss 0.0107):  69%|██████▉   | 11055/16050 [2:02:45<50:25,  1.65it/s]
Training 3/3 epoch (loss 0.0107):  69%|██████▉   | 11056/16050 [2:02:45<54:10,  1.54it/s]
Training 3/3 epoch (loss 0.0006):  69%|██████▉   | 11056/16050 [2:02:46<54:10,  1.54it/s]
Training 3/3 epoch (loss 0.0006):  69%|██████▉   | 11057/16050 [2:02:46<47:50,  1.74it/s]
Training 3/3 epoch (loss 0.0654):  69%|██████▉   | 11057/16050 [2:02:46<47:50,  1.74it/s]
Training 3/3 epoch (loss 0.0654):  69%|██████▉   | 11058/16050 [2:02:46<46:33,  1.79it/s]
Training 3/3 epoch (loss 0.0437):  69%|██████▉   | 11058/16050 [2:02:47<46:33,  1.79it/s]
Training 3/3 epoch (loss 0.0437):  69%|██████▉   | 11059/16050 [2:02:47<42:50,  1.94it/s]
Training 3/3 epoch (loss 0.0581):  69%|██████▉   | 11059/16050 [2:02:47<42:50,  1.94it/s]
Training 3/3 epoch (loss 0.0581):  69%|██████▉   | 11060/16050 [2:02:47<42:45,  1.94it/s]
Training 3/3 epoch (loss 0.0801):  69%|██████▉   | 11060/16050 [2:02:48<42:45,  1.94it/s]
Training 3/3 epoch (loss 0.0801):  69%|██████▉   | 11061/16050 [2:02:48<46:28,  1.79it/s]
Training 3/3 epoch (loss 0.0125):  69%|██████▉   | 11061/16050 [2:02:48<46:28,  1.79it/s]
Training 3/3 epoch (loss 0.0125):  69%|██████▉   | 11062/16050 [2:02:48<44:33,  1.87it/s]
Training 3/3 epoch (loss 0.0003):  69%|██████▉   | 11062/16050 [2:02:49<44:33,  1.87it/s]
Training 3/3 epoch (loss 0.0003):  69%|██████▉   | 11063/16050 [2:02:49<44:03,  1.89it/s]
Training 3/3 epoch (loss 0.9452):  69%|██████▉   | 11063/16050 [2:02:49<44:03,  1.89it/s]
Training 3/3 epoch (loss 0.9452):  69%|██████▉   | 11064/16050 [2:02:49<42:19,  1.96it/s]
Training 3/3 epoch (loss 0.0189):  69%|██████▉   | 11064/16050 [2:02:50<42:19,  1.96it/s]
Training 3/3 epoch (loss 0.0189):  69%|██████▉   | 11065/16050 [2:02:50<44:43,  1.86it/s]
Training 3/3 epoch (loss 0.1979):  69%|██████▉   | 11065/16050 [2:02:51<44:43,  1.86it/s]
Training 3/3 epoch (loss 0.1979):  69%|██████▉   | 11066/16050 [2:02:51<50:26,  1.65it/s]
Training 3/3 epoch (loss 0.2664):  69%|██████▉   | 11066/16050 [2:02:51<50:26,  1.65it/s]
Training 3/3 epoch (loss 0.2664):  69%|██████▉   | 11067/16050 [2:02:51<52:14,  1.59it/s]
Training 3/3 epoch (loss 0.1229):  69%|██████▉   | 11067/16050 [2:02:52<52:14,  1.59it/s]
Training 3/3 epoch (loss 0.1229):  69%|██████▉   | 11068/16050 [2:02:52<48:13,  1.72it/s]
Training 3/3 epoch (loss 0.1340):  69%|██████▉   | 11068/16050 [2:02:54<48:13,  1.72it/s]
Training 3/3 epoch (loss 0.1340):  69%|██████▉   | 11069/16050 [2:02:54<1:32:27,  1.11s/it]
Training 3/3 epoch (loss 0.0159):  69%|██████▉   | 11069/16050 [2:02:55<1:32:27,  1.11s/it]
Training 3/3 epoch (loss 0.0159):  69%|██████▉   | 11070/16050 [2:02:55<1:22:43,  1.00it/s]
Training 3/3 epoch (loss 0.6666):  69%|██████▉   | 11070/16050 [2:02:55<1:22:43,  1.00it/s]
Training 3/3 epoch (loss 0.6666):  69%|██████▉   | 11071/16050 [2:02:55<1:09:27,  1.19it/s]
Training 3/3 epoch (loss 0.0075):  69%|██████▉   | 11071/16050 [2:02:56<1:09:27,  1.19it/s]
Training 3/3 epoch (loss 0.0075):  69%|██████▉   | 11072/16050 [2:02:56<1:06:36,  1.25it/s]
Training 3/3 epoch (loss 0.0077):  69%|██████▉   | 11072/16050 [2:02:56<1:06:36,  1.25it/s]
Training 3/3 epoch (loss 0.0077):  69%|██████▉   | 11073/16050 [2:02:56<57:27,  1.44it/s]  
Training 3/3 epoch (loss 0.0957):  69%|██████▉   | 11073/16050 [2:02:57<57:27,  1.44it/s]
Training 3/3 epoch (loss 0.0957):  69%|██████▉   | 11074/16050 [2:02:57<50:31,  1.64it/s]
Training 3/3 epoch (loss 0.2746):  69%|██████▉   | 11074/16050 [2:02:57<50:31,  1.64it/s]
Training 3/3 epoch (loss 0.2746):  69%|██████▉   | 11075/16050 [2:02:57<44:23,  1.87it/s]
Training 3/3 epoch (loss 0.0170):  69%|██████▉   | 11075/16050 [2:02:58<44:23,  1.87it/s]
Training 3/3 epoch (loss 0.0170):  69%|██████▉   | 11076/16050 [2:02:58<41:04,  2.02it/s]
Training 3/3 epoch (loss 0.4413):  69%|██████▉   | 11076/16050 [2:02:58<41:04,  2.02it/s]
Training 3/3 epoch (loss 0.4413):  69%|██████▉   | 11077/16050 [2:02:58<40:32,  2.04it/s]
Training 3/3 epoch (loss 0.3549):  69%|██████▉   | 11077/16050 [2:02:59<40:32,  2.04it/s]
Training 3/3 epoch (loss 0.3549):  69%|██████▉   | 11078/16050 [2:02:59<39:51,  2.08it/s]
Training 3/3 epoch (loss 0.0073):  69%|██████▉   | 11078/16050 [2:02:59<39:51,  2.08it/s]
Training 3/3 epoch (loss 0.0073):  69%|██████▉   | 11079/16050 [2:02:59<36:18,  2.28it/s]
Training 3/3 epoch (loss 0.0044):  69%|██████▉   | 11079/16050 [2:02:59<36:18,  2.28it/s]
Training 3/3 epoch (loss 0.0044):  69%|██████▉   | 11080/16050 [2:02:59<36:28,  2.27it/s]
Training 3/3 epoch (loss 0.0127):  69%|██████▉   | 11080/16050 [2:03:00<36:28,  2.27it/s]
Training 3/3 epoch (loss 0.0127):  69%|██████▉   | 11081/16050 [2:03:00<35:40,  2.32it/s]
Training 3/3 epoch (loss 0.0023):  69%|██████▉   | 11081/16050 [2:03:00<35:40,  2.32it/s]
Training 3/3 epoch (loss 0.0023):  69%|██████▉   | 11082/16050 [2:03:00<36:28,  2.27it/s]
Training 3/3 epoch (loss 0.0036):  69%|██████▉   | 11082/16050 [2:03:01<36:28,  2.27it/s]
Training 3/3 epoch (loss 0.0036):  69%|██████▉   | 11083/16050 [2:03:01<38:31,  2.15it/s]
Training 3/3 epoch (loss 0.0304):  69%|██████▉   | 11083/16050 [2:03:01<38:31,  2.15it/s]
Training 3/3 epoch (loss 0.0304):  69%|██████▉   | 11084/16050 [2:03:01<42:03,  1.97it/s]
Training 3/3 epoch (loss 0.2286):  69%|██████▉   | 11084/16050 [2:03:02<42:03,  1.97it/s]
Training 3/3 epoch (loss 0.2286):  69%|██████▉   | 11085/16050 [2:03:02<45:54,  1.80it/s]
Training 3/3 epoch (loss 0.0011):  69%|██████▉   | 11085/16050 [2:03:02<45:54,  1.80it/s]
Training 3/3 epoch (loss 0.0011):  69%|██████▉   | 11086/16050 [2:03:02<42:04,  1.97it/s]
Training 3/3 epoch (loss 0.0407):  69%|██████▉   | 11086/16050 [2:03:03<42:04,  1.97it/s]
Training 3/3 epoch (loss 0.0407):  69%|██████▉   | 11087/16050 [2:03:03<46:07,  1.79it/s]
Training 3/3 epoch (loss 0.0002):  69%|██████▉   | 11087/16050 [2:03:04<46:07,  1.79it/s]
Training 3/3 epoch (loss 0.0002):  69%|██████▉   | 11088/16050 [2:03:04<43:08,  1.92it/s]
Training 3/3 epoch (loss 0.0441):  69%|██████▉   | 11088/16050 [2:03:04<43:08,  1.92it/s]
Training 3/3 epoch (loss 0.0441):  69%|██████▉   | 11089/16050 [2:03:04<47:02,  1.76it/s]
Training 3/3 epoch (loss 0.3194):  69%|██████▉   | 11089/16050 [2:03:05<47:02,  1.76it/s]
Training 3/3 epoch (loss 0.3194):  69%|██████▉   | 11090/16050 [2:03:05<49:26,  1.67it/s]
Training 3/3 epoch (loss 0.2441):  69%|██████▉   | 11090/16050 [2:03:05<49:26,  1.67it/s]
Training 3/3 epoch (loss 0.2441):  69%|██████▉   | 11091/16050 [2:03:05<44:15,  1.87it/s]
Training 3/3 epoch (loss 0.0636):  69%|██████▉   | 11091/16050 [2:03:06<44:15,  1.87it/s]
Training 3/3 epoch (loss 0.0636):  69%|██████▉   | 11092/16050 [2:03:06<41:03,  2.01it/s]
Training 3/3 epoch (loss 0.0032):  69%|██████▉   | 11092/16050 [2:03:06<41:03,  2.01it/s]
Training 3/3 epoch (loss 0.0032):  69%|██████▉   | 11093/16050 [2:03:06<44:04,  1.87it/s]
Training 3/3 epoch (loss 0.0024):  69%|██████▉   | 11093/16050 [2:03:07<44:04,  1.87it/s]
Training 3/3 epoch (loss 0.0024):  69%|██████▉   | 11094/16050 [2:03:07<40:42,  2.03it/s]
Training 3/3 epoch (loss 0.2907):  69%|██████▉   | 11094/16050 [2:03:07<40:42,  2.03it/s]
Training 3/3 epoch (loss 0.2907):  69%|██████▉   | 11095/16050 [2:03:07<41:35,  1.99it/s]
Training 3/3 epoch (loss 0.0104):  69%|██████▉   | 11095/16050 [2:03:08<41:35,  1.99it/s]
Training 3/3 epoch (loss 0.0104):  69%|██████▉   | 11096/16050 [2:03:08<49:58,  1.65it/s]
Training 3/3 epoch (loss 0.2086):  69%|██████▉   | 11096/16050 [2:03:10<49:58,  1.65it/s]
Training 3/3 epoch (loss 0.2086):  69%|██████▉   | 11097/16050 [2:03:10<1:33:14,  1.13s/it]
Training 3/3 epoch (loss 0.0268):  69%|██████▉   | 11097/16050 [2:03:11<1:33:14,  1.13s/it]
Training 3/3 epoch (loss 0.0268):  69%|██████▉   | 11098/16050 [2:03:11<1:18:57,  1.05it/s]
Training 3/3 epoch (loss 0.4213):  69%|██████▉   | 11098/16050 [2:03:11<1:18:57,  1.05it/s]
Training 3/3 epoch (loss 0.4213):  69%|██████▉   | 11099/16050 [2:03:11<1:05:59,  1.25it/s]
Training 3/3 epoch (loss 0.3791):  69%|██████▉   | 11099/16050 [2:03:12<1:05:59,  1.25it/s]
Training 3/3 epoch (loss 0.3791):  69%|██████▉   | 11100/16050 [2:03:12<58:46,  1.40it/s]  
Training 3/3 epoch (loss 0.0068):  69%|██████▉   | 11100/16050 [2:03:12<58:46,  1.40it/s]
Training 3/3 epoch (loss 0.0068):  69%|██████▉   | 11101/16050 [2:03:12<54:10,  1.52it/s]
Training 3/3 epoch (loss 0.0069):  69%|██████▉   | 11101/16050 [2:03:13<54:10,  1.52it/s]
Training 3/3 epoch (loss 0.0069):  69%|██████▉   | 11102/16050 [2:03:13<50:49,  1.62it/s]
Training 3/3 epoch (loss 0.0002):  69%|██████▉   | 11102/16050 [2:03:13<50:49,  1.62it/s]
Training 3/3 epoch (loss 0.0002):  69%|██████▉   | 11103/16050 [2:03:13<47:20,  1.74it/s]
Training 3/3 epoch (loss 0.2399):  69%|██████▉   | 11103/16050 [2:03:14<47:20,  1.74it/s]
Training 3/3 epoch (loss 0.2399):  69%|██████▉   | 11104/16050 [2:03:14<46:07,  1.79it/s]
Training 3/3 epoch (loss 0.2260):  69%|██████▉   | 11104/16050 [2:03:15<46:07,  1.79it/s]
Training 3/3 epoch (loss 0.2260):  69%|██████▉   | 11105/16050 [2:03:15<48:49,  1.69it/s]
Training 3/3 epoch (loss 0.0037):  69%|██████▉   | 11105/16050 [2:03:15<48:49,  1.69it/s]
Training 3/3 epoch (loss 0.0037):  69%|██████▉   | 11106/16050 [2:03:15<52:52,  1.56it/s]
Training 3/3 epoch (loss 0.0448):  69%|██████▉   | 11106/16050 [2:03:16<52:52,  1.56it/s]
Training 3/3 epoch (loss 0.0448):  69%|██████▉   | 11107/16050 [2:03:16<53:02,  1.55it/s]
Training 3/3 epoch (loss 0.0032):  69%|██████▉   | 11107/16050 [2:03:17<53:02,  1.55it/s]
Training 3/3 epoch (loss 0.0032):  69%|██████▉   | 11108/16050 [2:03:17<51:19,  1.60it/s]
Training 3/3 epoch (loss 0.0866):  69%|██████▉   | 11108/16050 [2:03:17<51:19,  1.60it/s]
Training 3/3 epoch (loss 0.0866):  69%|██████▉   | 11109/16050 [2:03:17<47:23,  1.74it/s]
Training 3/3 epoch (loss 0.2358):  69%|██████▉   | 11109/16050 [2:03:18<47:23,  1.74it/s]
Training 3/3 epoch (loss 0.2358):  69%|██████▉   | 11110/16050 [2:03:18<48:29,  1.70it/s]
Training 3/3 epoch (loss 0.3459):  69%|██████▉   | 11110/16050 [2:03:18<48:29,  1.70it/s]
Training 3/3 epoch (loss 0.3459):  69%|██████▉   | 11111/16050 [2:03:18<43:46,  1.88it/s]
Training 3/3 epoch (loss 0.0000):  69%|██████▉   | 11111/16050 [2:03:18<43:46,  1.88it/s]
Training 3/3 epoch (loss 0.0000):  69%|██████▉   | 11112/16050 [2:03:18<39:16,  2.10it/s]
Training 3/3 epoch (loss 0.0018):  69%|██████▉   | 11112/16050 [2:03:19<39:16,  2.10it/s]
Training 3/3 epoch (loss 0.0018):  69%|██████▉   | 11113/16050 [2:03:19<42:36,  1.93it/s]
Training 3/3 epoch (loss 0.0001):  69%|██████▉   | 11113/16050 [2:03:19<42:36,  1.93it/s]
Training 3/3 epoch (loss 0.0001):  69%|██████▉   | 11114/16050 [2:03:19<38:44,  2.12it/s]
Training 3/3 epoch (loss 0.0325):  69%|██████▉   | 11114/16050 [2:03:20<38:44,  2.12it/s]
Training 3/3 epoch (loss 0.0325):  69%|██████▉   | 11115/16050 [2:03:20<42:11,  1.95it/s]
Training 3/3 epoch (loss 0.0952):  69%|██████▉   | 11115/16050 [2:03:21<42:11,  1.95it/s]
Training 3/3 epoch (loss 0.0952):  69%|██████▉   | 11116/16050 [2:03:21<46:03,  1.79it/s]
Training 3/3 epoch (loss 0.0094):  69%|██████▉   | 11116/16050 [2:03:21<46:03,  1.79it/s]
Training 3/3 epoch (loss 0.0094):  69%|██████▉   | 11117/16050 [2:03:21<50:14,  1.64it/s]
Training 3/3 epoch (loss 0.1409):  69%|██████▉   | 11117/16050 [2:03:22<50:14,  1.64it/s]
Training 3/3 epoch (loss 0.1409):  69%|██████▉   | 11118/16050 [2:03:22<48:19,  1.70it/s]
Training 3/3 epoch (loss 0.4533):  69%|██████▉   | 11118/16050 [2:03:24<48:19,  1.70it/s]
Training 3/3 epoch (loss 0.4533):  69%|██████▉   | 11119/16050 [2:03:24<1:31:28,  1.11s/it]
Training 3/3 epoch (loss 0.0073):  69%|██████▉   | 11119/16050 [2:03:25<1:31:28,  1.11s/it]
Training 3/3 epoch (loss 0.0073):  69%|██████▉   | 11120/16050 [2:03:25<1:21:03,  1.01it/s]
Training 3/3 epoch (loss 0.0132):  69%|██████▉   | 11120/16050 [2:03:25<1:21:03,  1.01it/s]
Training 3/3 epoch (loss 0.0132):  69%|██████▉   | 11121/16050 [2:03:25<1:07:23,  1.22it/s]
Training 3/3 epoch (loss 0.0000):  69%|██████▉   | 11121/16050 [2:03:26<1:07:23,  1.22it/s]
Training 3/3 epoch (loss 0.0000):  69%|██████▉   | 11122/16050 [2:03:26<58:56,  1.39it/s]  
Training 3/3 epoch (loss 0.0916):  69%|██████▉   | 11122/16050 [2:03:26<58:56,  1.39it/s]
Training 3/3 epoch (loss 0.0916):  69%|██████▉   | 11123/16050 [2:03:26<53:04,  1.55it/s]
Training 3/3 epoch (loss 0.0023):  69%|██████▉   | 11123/16050 [2:03:27<53:04,  1.55it/s]
Training 3/3 epoch (loss 0.0023):  69%|██████▉   | 11124/16050 [2:03:27<57:17,  1.43it/s]
Training 3/3 epoch (loss 0.0038):  69%|██████▉   | 11124/16050 [2:03:28<57:17,  1.43it/s]
Training 3/3 epoch (loss 0.0038):  69%|██████▉   | 11125/16050 [2:03:28<1:00:05,  1.37it/s]
Training 3/3 epoch (loss 0.0172):  69%|██████▉   | 11125/16050 [2:03:28<1:00:05,  1.37it/s]
Training 3/3 epoch (loss 0.0172):  69%|██████▉   | 11126/16050 [2:03:28<52:50,  1.55it/s]  
Training 3/3 epoch (loss 0.0055):  69%|██████▉   | 11126/16050 [2:03:29<52:50,  1.55it/s]
Training 3/3 epoch (loss 0.0055):  69%|██████▉   | 11127/16050 [2:03:29<48:54,  1.68it/s]
Training 3/3 epoch (loss 0.2591):  69%|██████▉   | 11127/16050 [2:03:30<48:54,  1.68it/s]
Training 3/3 epoch (loss 0.2591):  69%|██████▉   | 11128/16050 [2:03:30<50:06,  1.64it/s]
Training 3/3 epoch (loss 0.0000):  69%|██████▉   | 11128/16050 [2:03:30<50:06,  1.64it/s]
Training 3/3 epoch (loss 0.0000):  69%|██████▉   | 11129/16050 [2:03:30<51:32,  1.59it/s]
Training 3/3 epoch (loss 0.0003):  69%|██████▉   | 11129/16050 [2:03:31<51:32,  1.59it/s]
Training 3/3 epoch (loss 0.0003):  69%|██████▉   | 11130/16050 [2:03:31<51:43,  1.59it/s]
Training 3/3 epoch (loss 0.0838):  69%|██████▉   | 11130/16050 [2:03:31<51:43,  1.59it/s]
Training 3/3 epoch (loss 0.0838):  69%|██████▉   | 11131/16050 [2:03:31<46:59,  1.74it/s]
Training 3/3 epoch (loss 0.0462):  69%|██████▉   | 11131/16050 [2:03:32<46:59,  1.74it/s]
Training 3/3 epoch (loss 0.0462):  69%|██████▉   | 11132/16050 [2:03:32<42:53,  1.91it/s]
Training 3/3 epoch (loss 0.0061):  69%|██████▉   | 11132/16050 [2:03:33<42:53,  1.91it/s]
Training 3/3 epoch (loss 0.0061):  69%|██████▉   | 11133/16050 [2:03:33<49:51,  1.64it/s]
Training 3/3 epoch (loss 0.0359):  69%|██████▉   | 11133/16050 [2:03:33<49:51,  1.64it/s]
Training 3/3 epoch (loss 0.0359):  69%|██████▉   | 11134/16050 [2:03:33<45:36,  1.80it/s]
Training 3/3 epoch (loss 0.0401):  69%|██████▉   | 11134/16050 [2:03:33<45:36,  1.80it/s]
Training 3/3 epoch (loss 0.0401):  69%|██████▉   | 11135/16050 [2:03:33<43:09,  1.90it/s]
Training 3/3 epoch (loss 0.1162):  69%|██████▉   | 11135/16050 [2:03:34<43:09,  1.90it/s]
Training 3/3 epoch (loss 0.1162):  69%|██████▉   | 11136/16050 [2:03:34<49:42,  1.65it/s]
Training 3/3 epoch (loss 0.1604):  69%|██████▉   | 11136/16050 [2:03:37<49:42,  1.65it/s]
Training 3/3 epoch (loss 0.1604):  69%|██████▉   | 11137/16050 [2:03:37<1:32:34,  1.13s/it]
Training 3/3 epoch (loss 0.0486):  69%|██████▉   | 11137/16050 [2:03:37<1:32:34,  1.13s/it]
Training 3/3 epoch (loss 0.0486):  69%|██████▉   | 11138/16050 [2:03:37<1:21:40,  1.00it/s]
Training 3/3 epoch (loss 0.2048):  69%|██████▉   | 11138/16050 [2:03:38<1:21:40,  1.00it/s]
Training 3/3 epoch (loss 0.2048):  69%|██████▉   | 11139/16050 [2:03:38<1:06:51,  1.22it/s]
Training 3/3 epoch (loss 0.1660):  69%|██████▉   | 11139/16050 [2:03:38<1:06:51,  1.22it/s]
Training 3/3 epoch (loss 0.1660):  69%|██████▉   | 11140/16050 [2:03:38<56:36,  1.45it/s]  
Training 3/3 epoch (loss 0.7592):  69%|██████▉   | 11140/16050 [2:03:38<56:36,  1.45it/s]
Training 3/3 epoch (loss 0.7592):  69%|██████▉   | 11141/16050 [2:03:38<49:22,  1.66it/s]
Training 3/3 epoch (loss 0.1115):  69%|██████▉   | 11141/16050 [2:03:41<49:22,  1.66it/s]
Training 3/3 epoch (loss 0.1115):  69%|██████▉   | 11142/16050 [2:03:41<1:32:02,  1.13s/it]
Training 3/3 epoch (loss 0.0006):  69%|██████▉   | 11142/16050 [2:03:41<1:32:02,  1.13s/it]
Training 3/3 epoch (loss 0.0006):  69%|██████▉   | 11143/16050 [2:03:41<1:17:28,  1.06it/s]
Training 3/3 epoch (loss 0.0003):  69%|██████▉   | 11143/16050 [2:03:42<1:17:28,  1.06it/s]
Training 3/3 epoch (loss 0.0003):  69%|██████▉   | 11144/16050 [2:03:42<1:06:45,  1.22it/s]
Training 3/3 epoch (loss 0.0452):  69%|██████▉   | 11144/16050 [2:03:42<1:06:45,  1.22it/s]
Training 3/3 epoch (loss 0.0452):  69%|██████▉   | 11145/16050 [2:03:42<1:01:55,  1.32it/s]
Training 3/3 epoch (loss 0.2266):  69%|██████▉   | 11145/16050 [2:03:43<1:01:55,  1.32it/s]
Training 3/3 epoch (loss 0.2266):  69%|██████▉   | 11146/16050 [2:03:43<52:24,  1.56it/s]  
Training 3/3 epoch (loss 0.0011):  69%|██████▉   | 11146/16050 [2:03:43<52:24,  1.56it/s]
Training 3/3 epoch (loss 0.0011):  69%|██████▉   | 11147/16050 [2:03:43<50:59,  1.60it/s]
Training 3/3 epoch (loss 0.3360):  69%|██████▉   | 11147/16050 [2:03:44<50:59,  1.60it/s]
Training 3/3 epoch (loss 0.3360):  69%|██████▉   | 11148/16050 [2:03:44<44:42,  1.83it/s]
Training 3/3 epoch (loss 0.2565):  69%|██████▉   | 11148/16050 [2:03:44<44:42,  1.83it/s]
Training 3/3 epoch (loss 0.2565):  69%|██████▉   | 11149/16050 [2:03:44<43:33,  1.88it/s]
Training 3/3 epoch (loss 0.0023):  69%|██████▉   | 11149/16050 [2:03:45<43:33,  1.88it/s]
Training 3/3 epoch (loss 0.0023):  69%|██████▉   | 11150/16050 [2:03:45<40:38,  2.01it/s]
Training 3/3 epoch (loss 0.0150):  69%|██████▉   | 11150/16050 [2:03:45<40:38,  2.01it/s]
Training 3/3 epoch (loss 0.0150):  69%|██████▉   | 11151/16050 [2:03:45<38:22,  2.13it/s]
Training 3/3 epoch (loss 0.5414):  69%|██████▉   | 11151/16050 [2:03:46<38:22,  2.13it/s]
Training 3/3 epoch (loss 0.5414):  69%|██████▉   | 11152/16050 [2:03:46<42:14,  1.93it/s]
Training 3/3 epoch (loss 0.0047):  69%|██████▉   | 11152/16050 [2:03:46<42:14,  1.93it/s]
Training 3/3 epoch (loss 0.0047):  69%|██████▉   | 11153/16050 [2:03:46<43:44,  1.87it/s]
Training 3/3 epoch (loss 0.2616):  69%|██████▉   | 11153/16050 [2:03:47<43:44,  1.87it/s]
Training 3/3 epoch (loss 0.2616):  69%|██████▉   | 11154/16050 [2:03:47<41:50,  1.95it/s]
Training 3/3 epoch (loss 0.0000):  69%|██████▉   | 11154/16050 [2:03:47<41:50,  1.95it/s]
Training 3/3 epoch (loss 0.0000):  70%|██████▉   | 11155/16050 [2:03:47<40:50,  2.00it/s]
Training 3/3 epoch (loss 0.0334):  70%|██████▉   | 11155/16050 [2:03:48<40:50,  2.00it/s]
Training 3/3 epoch (loss 0.0334):  70%|██████▉   | 11156/16050 [2:03:48<43:47,  1.86it/s]
Training 3/3 epoch (loss 0.1476):  70%|██████▉   | 11156/16050 [2:03:49<43:47,  1.86it/s]
Training 3/3 epoch (loss 0.1476):  70%|██████▉   | 11157/16050 [2:03:49<51:33,  1.58it/s]
Training 3/3 epoch (loss 0.3308):  70%|██████▉   | 11157/16050 [2:03:49<51:33,  1.58it/s]
Training 3/3 epoch (loss 0.3308):  70%|██████▉   | 11158/16050 [2:03:49<45:53,  1.78it/s]
Training 3/3 epoch (loss 0.1844):  70%|██████▉   | 11158/16050 [2:03:50<45:53,  1.78it/s]
Training 3/3 epoch (loss 0.1844):  70%|██████▉   | 11159/16050 [2:03:50<43:34,  1.87it/s]
Training 3/3 epoch (loss 0.0125):  70%|██████▉   | 11159/16050 [2:03:50<43:34,  1.87it/s]
Training 3/3 epoch (loss 0.0125):  70%|██████▉   | 11160/16050 [2:03:50<44:44,  1.82it/s]
Training 3/3 epoch (loss 0.0011):  70%|██████▉   | 11160/16050 [2:03:51<44:44,  1.82it/s]
Training 3/3 epoch (loss 0.0011):  70%|██████▉   | 11161/16050 [2:03:51<45:44,  1.78it/s]
Training 3/3 epoch (loss 0.2132):  70%|██████▉   | 11161/16050 [2:03:53<45:44,  1.78it/s]
Training 3/3 epoch (loss 0.2132):  70%|██████▉   | 11162/16050 [2:03:53<1:29:27,  1.10s/it]
Training 3/3 epoch (loss 0.2410):  70%|██████▉   | 11162/16050 [2:03:54<1:29:27,  1.10s/it]
Training 3/3 epoch (loss 0.2410):  70%|██████▉   | 11163/16050 [2:03:54<1:11:27,  1.14it/s]
Training 3/3 epoch (loss 0.0198):  70%|██████▉   | 11163/16050 [2:03:54<1:11:27,  1.14it/s]
Training 3/3 epoch (loss 0.0198):  70%|██████▉   | 11164/16050 [2:03:54<1:07:49,  1.20it/s]
Training 3/3 epoch (loss 0.0177):  70%|██████▉   | 11164/16050 [2:03:55<1:07:49,  1.20it/s]
Training 3/3 epoch (loss 0.0177):  70%|██████▉   | 11165/16050 [2:03:55<1:07:33,  1.21it/s]
Training 3/3 epoch (loss 0.0082):  70%|██████▉   | 11165/16050 [2:03:56<1:07:33,  1.21it/s]
Training 3/3 epoch (loss 0.0082):  70%|██████▉   | 11166/16050 [2:03:56<1:10:40,  1.15it/s]
Training 3/3 epoch (loss 0.0026):  70%|██████▉   | 11166/16050 [2:03:56<1:10:40,  1.15it/s]
Training 3/3 epoch (loss 0.0026):  70%|██████▉   | 11167/16050 [2:03:56<58:18,  1.40it/s]  
Training 3/3 epoch (loss 0.1931):  70%|██████▉   | 11167/16050 [2:03:57<58:18,  1.40it/s]
Training 3/3 epoch (loss 0.1931):  70%|██████▉   | 11168/16050 [2:03:57<53:39,  1.52it/s]
Training 3/3 epoch (loss 0.0001):  70%|██████▉   | 11168/16050 [2:03:58<53:39,  1.52it/s]
Training 3/3 epoch (loss 0.0001):  70%|██████▉   | 11169/16050 [2:03:58<52:25,  1.55it/s]
Training 3/3 epoch (loss 0.0000):  70%|██████▉   | 11169/16050 [2:03:58<52:25,  1.55it/s]
Training 3/3 epoch (loss 0.0000):  70%|██████▉   | 11170/16050 [2:03:58<51:01,  1.59it/s]
Training 3/3 epoch (loss 0.4319):  70%|██████▉   | 11170/16050 [2:03:59<51:01,  1.59it/s]
Training 3/3 epoch (loss 0.4319):  70%|██████▉   | 11171/16050 [2:03:59<52:52,  1.54it/s]
Training 3/3 epoch (loss 0.0024):  70%|██████▉   | 11171/16050 [2:03:59<52:52,  1.54it/s]
Training 3/3 epoch (loss 0.0024):  70%|██████▉   | 11172/16050 [2:03:59<49:50,  1.63it/s]
Training 3/3 epoch (loss 0.3613):  70%|██████▉   | 11172/16050 [2:04:00<49:50,  1.63it/s]
Training 3/3 epoch (loss 0.3613):  70%|██████▉   | 11173/16050 [2:04:00<46:14,  1.76it/s]
Training 3/3 epoch (loss 0.6530):  70%|██████▉   | 11173/16050 [2:04:01<46:14,  1.76it/s]
Training 3/3 epoch (loss 0.6530):  70%|██████▉   | 11174/16050 [2:04:01<52:06,  1.56it/s]
Training 3/3 epoch (loss 0.0005):  70%|██████▉   | 11174/16050 [2:04:01<52:06,  1.56it/s]
Training 3/3 epoch (loss 0.0005):  70%|██████▉   | 11175/16050 [2:04:01<47:53,  1.70it/s]
Training 3/3 epoch (loss 0.0001):  70%|██████▉   | 11175/16050 [2:04:02<47:53,  1.70it/s]
Training 3/3 epoch (loss 0.0001):  70%|██████▉   | 11176/16050 [2:04:02<44:24,  1.83it/s]
Training 3/3 epoch (loss 0.0005):  70%|██████▉   | 11176/16050 [2:04:02<44:24,  1.83it/s]
Training 3/3 epoch (loss 0.0005):  70%|██████▉   | 11177/16050 [2:04:02<41:09,  1.97it/s]
Training 3/3 epoch (loss 0.0001):  70%|██████▉   | 11177/16050 [2:04:02<41:09,  1.97it/s]
Training 3/3 epoch (loss 0.0001):  70%|██████▉   | 11178/16050 [2:04:02<38:42,  2.10it/s]
Training 3/3 epoch (loss 0.0393):  70%|██████▉   | 11178/16050 [2:04:03<38:42,  2.10it/s]
Training 3/3 epoch (loss 0.0393):  70%|██████▉   | 11179/16050 [2:04:03<38:05,  2.13it/s]
Training 3/3 epoch (loss 0.0229):  70%|██████▉   | 11179/16050 [2:04:03<38:05,  2.13it/s]
Training 3/3 epoch (loss 0.0229):  70%|██████▉   | 11180/16050 [2:04:03<38:20,  2.12it/s]
Training 3/3 epoch (loss 0.0532):  70%|██████▉   | 11180/16050 [2:04:04<38:20,  2.12it/s]
Training 3/3 epoch (loss 0.0532):  70%|██████▉   | 11181/16050 [2:04:04<42:56,  1.89it/s]
Training 3/3 epoch (loss 0.0385):  70%|██████▉   | 11181/16050 [2:04:05<42:56,  1.89it/s]
Training 3/3 epoch (loss 0.0385):  70%|██████▉   | 11182/16050 [2:04:05<50:01,  1.62it/s]
Training 3/3 epoch (loss 0.0369):  70%|██████▉   | 11182/16050 [2:04:05<50:01,  1.62it/s]
Training 3/3 epoch (loss 0.0369):  70%|██████▉   | 11183/16050 [2:04:05<48:08,  1.69it/s]
Training 3/3 epoch (loss 0.2262):  70%|██████▉   | 11183/16050 [2:04:08<48:08,  1.69it/s]
Training 3/3 epoch (loss 0.2262):  70%|██████▉   | 11184/16050 [2:04:08<1:31:09,  1.12s/it]
Training 3/3 epoch (loss 0.3847):  70%|██████▉   | 11184/16050 [2:04:08<1:31:09,  1.12s/it]
Training 3/3 epoch (loss 0.3847):  70%|██████▉   | 11185/16050 [2:04:08<1:16:53,  1.05it/s]
Training 3/3 epoch (loss 0.0456):  70%|██████▉   | 11185/16050 [2:04:09<1:16:53,  1.05it/s]
Training 3/3 epoch (loss 0.0456):  70%|██████▉   | 11186/16050 [2:04:09<1:02:44,  1.29it/s]
Training 3/3 epoch (loss 0.2156):  70%|██████▉   | 11186/16050 [2:04:09<1:02:44,  1.29it/s]
Training 3/3 epoch (loss 0.2156):  70%|██████▉   | 11187/16050 [2:04:09<1:03:49,  1.27it/s]
Training 3/3 epoch (loss 0.0114):  70%|██████▉   | 11187/16050 [2:04:10<1:03:49,  1.27it/s]
Training 3/3 epoch (loss 0.0114):  70%|██████▉   | 11188/16050 [2:04:10<52:32,  1.54it/s]  
Training 3/3 epoch (loss 0.0246):  70%|██████▉   | 11188/16050 [2:04:10<52:32,  1.54it/s]
Training 3/3 epoch (loss 0.0246):  70%|██████▉   | 11189/16050 [2:04:10<54:02,  1.50it/s]
Training 3/3 epoch (loss 0.0156):  70%|██████▉   | 11189/16050 [2:04:11<54:02,  1.50it/s]
Training 3/3 epoch (loss 0.0156):  70%|██████▉   | 11190/16050 [2:04:11<48:32,  1.67it/s]
Training 3/3 epoch (loss 0.0125):  70%|██████▉   | 11190/16050 [2:04:12<48:32,  1.67it/s]
Training 3/3 epoch (loss 0.0125):  70%|██████▉   | 11191/16050 [2:04:12<53:43,  1.51it/s]
Training 3/3 epoch (loss 0.0563):  70%|██████▉   | 11191/16050 [2:04:12<53:43,  1.51it/s]
Training 3/3 epoch (loss 0.0563):  70%|██████▉   | 11192/16050 [2:04:12<48:01,  1.69it/s]
Training 3/3 epoch (loss 0.0022):  70%|██████▉   | 11192/16050 [2:04:13<48:01,  1.69it/s]
Training 3/3 epoch (loss 0.0022):  70%|██████▉   | 11193/16050 [2:04:13<43:31,  1.86it/s]
Training 3/3 epoch (loss 0.0343):  70%|██████▉   | 11193/16050 [2:04:13<43:31,  1.86it/s]
Training 3/3 epoch (loss 0.0343):  70%|██████▉   | 11194/16050 [2:04:13<39:53,  2.03it/s]
Training 3/3 epoch (loss 0.3632):  70%|██████▉   | 11194/16050 [2:04:13<39:53,  2.03it/s]
Training 3/3 epoch (loss 0.3632):  70%|██████▉   | 11195/16050 [2:04:13<36:03,  2.24it/s]
Training 3/3 epoch (loss 0.0002):  70%|██████▉   | 11195/16050 [2:04:14<36:03,  2.24it/s]
Training 3/3 epoch (loss 0.0002):  70%|██████▉   | 11196/16050 [2:04:14<36:13,  2.23it/s]
Training 3/3 epoch (loss 0.0003):  70%|██████▉   | 11196/16050 [2:04:14<36:13,  2.23it/s]
Training 3/3 epoch (loss 0.0003):  70%|██████▉   | 11197/16050 [2:04:14<36:12,  2.23it/s]
Training 3/3 epoch (loss 0.0205):  70%|██████▉   | 11197/16050 [2:04:15<36:12,  2.23it/s]
Training 3/3 epoch (loss 0.0205):  70%|██████▉   | 11198/16050 [2:04:15<37:32,  2.15it/s]
Training 3/3 epoch (loss 0.5039):  70%|██████▉   | 11198/16050 [2:04:15<37:32,  2.15it/s]
Training 3/3 epoch (loss 0.5039):  70%|██████▉   | 11199/16050 [2:04:15<39:14,  2.06it/s]
Training 3/3 epoch (loss 0.1945):  70%|██████▉   | 11199/16050 [2:04:16<39:14,  2.06it/s]
Training 3/3 epoch (loss 0.1945):  70%|██████▉   | 11200/16050 [2:04:16<38:38,  2.09it/s]
Training 3/3 epoch (loss 0.0165):  70%|██████▉   | 11200/16050 [2:04:16<38:38,  2.09it/s]
Training 3/3 epoch (loss 0.0165):  70%|██████▉   | 11201/16050 [2:04:16<42:56,  1.88it/s]
Training 3/3 epoch (loss 0.0080):  70%|██████▉   | 11201/16050 [2:04:17<42:56,  1.88it/s]
Training 3/3 epoch (loss 0.0080):  70%|██████▉   | 11202/16050 [2:04:17<39:34,  2.04it/s]
Training 3/3 epoch (loss 0.0001):  70%|██████▉   | 11202/16050 [2:04:17<39:34,  2.04it/s]
Training 3/3 epoch (loss 0.0001):  70%|██████▉   | 11203/16050 [2:04:17<43:19,  1.86it/s]
Training 3/3 epoch (loss 0.0709):  70%|██████▉   | 11203/16050 [2:04:18<43:19,  1.86it/s]
Training 3/3 epoch (loss 0.0709):  70%|██████▉   | 11204/16050 [2:04:18<43:19,  1.86it/s]
Training 3/3 epoch (loss 0.0445):  70%|██████▉   | 11204/16050 [2:04:18<43:19,  1.86it/s]
Training 3/3 epoch (loss 0.0445):  70%|██████▉   | 11205/16050 [2:04:18<45:33,  1.77it/s]
Training 3/3 epoch (loss 0.2008):  70%|██████▉   | 11205/16050 [2:04:19<45:33,  1.77it/s]
Training 3/3 epoch (loss 0.2008):  70%|██████▉   | 11206/16050 [2:04:19<47:51,  1.69it/s]
Training 3/3 epoch (loss 0.0015):  70%|██████▉   | 11206/16050 [2:04:20<47:51,  1.69it/s]
Training 3/3 epoch (loss 0.0015):  70%|██████▉   | 11207/16050 [2:04:20<46:22,  1.74it/s]
Training 3/3 epoch (loss 0.0019):  70%|██████▉   | 11207/16050 [2:04:20<46:22,  1.74it/s]
Training 3/3 epoch (loss 0.0019):  70%|██████▉   | 11208/16050 [2:04:20<41:48,  1.93it/s]
Training 3/3 epoch (loss 0.0000):  70%|██████▉   | 11208/16050 [2:04:20<41:48,  1.93it/s]
Training 3/3 epoch (loss 0.0000):  70%|██████▉   | 11209/16050 [2:04:20<37:44,  2.14it/s]
Training 3/3 epoch (loss 0.0007):  70%|██████▉   | 11209/16050 [2:04:21<37:44,  2.14it/s]
Training 3/3 epoch (loss 0.0007):  70%|██████▉   | 11210/16050 [2:04:21<39:05,  2.06it/s]
Training 3/3 epoch (loss 0.0023):  70%|██████▉   | 11210/16050 [2:04:21<39:05,  2.06it/s]
Training 3/3 epoch (loss 0.0023):  70%|██████▉   | 11211/16050 [2:04:21<39:59,  2.02it/s]
Training 3/3 epoch (loss 0.1644):  70%|██████▉   | 11211/16050 [2:04:24<39:59,  2.02it/s]
Training 3/3 epoch (loss 0.1644):  70%|██████▉   | 11212/16050 [2:04:24<1:24:48,  1.05s/it]
Training 3/3 epoch (loss 0.0037):  70%|██████▉   | 11212/16050 [2:04:24<1:24:48,  1.05s/it]
Training 3/3 epoch (loss 0.0037):  70%|██████▉   | 11213/16050 [2:04:24<1:07:47,  1.19it/s]
Training 3/3 epoch (loss 0.6754):  70%|██████▉   | 11213/16050 [2:04:26<1:07:47,  1.19it/s]
Training 3/3 epoch (loss 0.6754):  70%|██████▉   | 11214/16050 [2:04:26<1:41:18,  1.26s/it]
Training 3/3 epoch (loss 0.0729):  70%|██████▉   | 11214/16050 [2:04:27<1:41:18,  1.26s/it]
Training 3/3 epoch (loss 0.0729):  70%|██████▉   | 11215/16050 [2:04:27<1:24:18,  1.05s/it]
Training 3/3 epoch (loss 0.0208):  70%|██████▉   | 11215/16050 [2:04:27<1:24:18,  1.05s/it]
Training 3/3 epoch (loss 0.0208):  70%|██████▉   | 11216/16050 [2:04:27<1:09:53,  1.15it/s]
Training 3/3 epoch (loss 0.0839):  70%|██████▉   | 11216/16050 [2:04:28<1:09:53,  1.15it/s]
Training 3/3 epoch (loss 0.0839):  70%|██████▉   | 11217/16050 [2:04:28<1:05:36,  1.23it/s]
Training 3/3 epoch (loss 0.0003):  70%|██████▉   | 11217/16050 [2:04:29<1:05:36,  1.23it/s]
Training 3/3 epoch (loss 0.0003):  70%|██████▉   | 11218/16050 [2:04:29<57:33,  1.40it/s]  
Training 3/3 epoch (loss 0.2161):  70%|██████▉   | 11218/16050 [2:04:29<57:33,  1.40it/s]
Training 3/3 epoch (loss 0.2161):  70%|██████▉   | 11219/16050 [2:04:29<55:25,  1.45it/s]
Training 3/3 epoch (loss 0.0143):  70%|██████▉   | 11219/16050 [2:04:30<55:25,  1.45it/s]
Training 3/3 epoch (loss 0.0143):  70%|██████▉   | 11220/16050 [2:04:30<53:30,  1.50it/s]
Training 3/3 epoch (loss 0.0231):  70%|██████▉   | 11220/16050 [2:04:30<53:30,  1.50it/s]
Training 3/3 epoch (loss 0.0231):  70%|██████▉   | 11221/16050 [2:04:30<47:21,  1.70it/s]
Training 3/3 epoch (loss 0.0520):  70%|██████▉   | 11221/16050 [2:04:31<47:21,  1.70it/s]
Training 3/3 epoch (loss 0.0520):  70%|██████▉   | 11222/16050 [2:04:31<47:12,  1.70it/s]
Training 3/3 epoch (loss 0.0045):  70%|██████▉   | 11222/16050 [2:04:31<47:12,  1.70it/s]
Training 3/3 epoch (loss 0.0045):  70%|██████▉   | 11223/16050 [2:04:31<43:51,  1.83it/s]
Training 3/3 epoch (loss 0.0030):  70%|██████▉   | 11223/16050 [2:04:32<43:51,  1.83it/s]
Training 3/3 epoch (loss 0.0030):  70%|██████▉   | 11224/16050 [2:04:32<47:35,  1.69it/s]
Training 3/3 epoch (loss 0.2919):  70%|██████▉   | 11224/16050 [2:04:33<47:35,  1.69it/s]
Training 3/3 epoch (loss 0.2919):  70%|██████▉   | 11225/16050 [2:04:33<49:05,  1.64it/s]
Training 3/3 epoch (loss 0.0722):  70%|██████▉   | 11225/16050 [2:04:33<49:05,  1.64it/s]
Training 3/3 epoch (loss 0.0722):  70%|██████▉   | 11226/16050 [2:04:33<47:49,  1.68it/s]
Training 3/3 epoch (loss 0.0006):  70%|██████▉   | 11226/16050 [2:04:34<47:49,  1.68it/s]
Training 3/3 epoch (loss 0.0006):  70%|██████▉   | 11227/16050 [2:04:34<42:59,  1.87it/s]
Training 3/3 epoch (loss 0.0062):  70%|██████▉   | 11227/16050 [2:04:34<42:59,  1.87it/s]
Training 3/3 epoch (loss 0.0062):  70%|██████▉   | 11228/16050 [2:04:34<44:13,  1.82it/s]
Training 3/3 epoch (loss 0.3152):  70%|██████▉   | 11228/16050 [2:04:35<44:13,  1.82it/s]
Training 3/3 epoch (loss 0.3152):  70%|██████▉   | 11229/16050 [2:04:35<46:42,  1.72it/s]
Training 3/3 epoch (loss 0.0082):  70%|██████▉   | 11229/16050 [2:04:35<46:42,  1.72it/s]
Training 3/3 epoch (loss 0.0082):  70%|██████▉   | 11230/16050 [2:04:35<44:02,  1.82it/s]
Training 3/3 epoch (loss 0.3396):  70%|██████▉   | 11230/16050 [2:04:36<44:02,  1.82it/s]
Training 3/3 epoch (loss 0.3396):  70%|██████▉   | 11231/16050 [2:04:36<40:40,  1.97it/s]
Training 3/3 epoch (loss 0.0034):  70%|██████▉   | 11231/16050 [2:04:37<40:40,  1.97it/s]
Training 3/3 epoch (loss 0.0034):  70%|██████▉   | 11232/16050 [2:04:37<52:43,  1.52it/s]
Training 3/3 epoch (loss 0.4497):  70%|██████▉   | 11232/16050 [2:04:37<52:43,  1.52it/s]
Training 3/3 epoch (loss 0.4497):  70%|██████▉   | 11233/16050 [2:04:37<45:30,  1.76it/s]
Training 3/3 epoch (loss 0.0029):  70%|██████▉   | 11233/16050 [2:04:38<45:30,  1.76it/s]
Training 3/3 epoch (loss 0.0029):  70%|██████▉   | 11234/16050 [2:04:38<48:02,  1.67it/s]
Training 3/3 epoch (loss 0.0987):  70%|██████▉   | 11234/16050 [2:04:38<48:02,  1.67it/s]
Training 3/3 epoch (loss 0.0987):  70%|███████   | 11235/16050 [2:04:38<48:33,  1.65it/s]
Training 3/3 epoch (loss 0.0242):  70%|███████   | 11235/16050 [2:04:39<48:33,  1.65it/s]
Training 3/3 epoch (loss 0.0242):  70%|███████   | 11236/16050 [2:04:39<43:41,  1.84it/s]
Training 3/3 epoch (loss 0.0023):  70%|███████   | 11236/16050 [2:04:39<43:41,  1.84it/s]
Training 3/3 epoch (loss 0.0023):  70%|███████   | 11237/16050 [2:04:39<41:14,  1.94it/s]
Training 3/3 epoch (loss 0.1323):  70%|███████   | 11237/16050 [2:04:41<41:14,  1.94it/s]
Training 3/3 epoch (loss 0.1323):  70%|███████   | 11238/16050 [2:04:41<1:22:40,  1.03s/it]
Training 3/3 epoch (loss 0.3713):  70%|███████   | 11238/16050 [2:04:42<1:22:40,  1.03s/it]
Training 3/3 epoch (loss 0.3713):  70%|███████   | 11239/16050 [2:04:42<1:08:08,  1.18it/s]
Training 3/3 epoch (loss 0.3552):  70%|███████   | 11239/16050 [2:04:42<1:08:08,  1.18it/s]
Training 3/3 epoch (loss 0.3552):  70%|███████   | 11240/16050 [2:04:42<1:00:51,  1.32it/s]
Training 3/3 epoch (loss 0.0010):  70%|███████   | 11240/16050 [2:04:43<1:00:51,  1.32it/s]
Training 3/3 epoch (loss 0.0010):  70%|███████   | 11241/16050 [2:04:43<52:10,  1.54it/s]  
Training 3/3 epoch (loss 0.2076):  70%|███████   | 11241/16050 [2:04:45<52:10,  1.54it/s]
Training 3/3 epoch (loss 0.2076):  70%|███████   | 11242/16050 [2:04:45<1:32:45,  1.16s/it]
Training 3/3 epoch (loss 0.2201):  70%|███████   | 11242/16050 [2:04:48<1:32:45,  1.16s/it]
Training 3/3 epoch (loss 0.2201):  70%|███████   | 11243/16050 [2:04:48<2:02:11,  1.53s/it]
Training 3/3 epoch (loss 0.0077):  70%|███████   | 11243/16050 [2:04:48<2:02:11,  1.53s/it]
Training 3/3 epoch (loss 0.0077):  70%|███████   | 11244/16050 [2:04:48<1:36:41,  1.21s/it]
Training 3/3 epoch (loss 0.1947):  70%|███████   | 11244/16050 [2:04:50<1:36:41,  1.21s/it]
Training 3/3 epoch (loss 0.1947):  70%|███████   | 11245/16050 [2:04:50<2:01:29,  1.52s/it]
Training 3/3 epoch (loss 0.3598):  70%|███████   | 11245/16050 [2:04:51<2:01:29,  1.52s/it]
Training 3/3 epoch (loss 0.3598):  70%|███████   | 11246/16050 [2:04:51<1:37:32,  1.22s/it]
Training 3/3 epoch (loss 0.5478):  70%|███████   | 11246/16050 [2:04:51<1:37:32,  1.22s/it]
Training 3/3 epoch (loss 0.5478):  70%|███████   | 11247/16050 [2:04:51<1:18:09,  1.02it/s]
Training 3/3 epoch (loss 0.0000):  70%|███████   | 11247/16050 [2:04:52<1:18:09,  1.02it/s]
Training 3/3 epoch (loss 0.0000):  70%|███████   | 11248/16050 [2:04:52<1:04:27,  1.24it/s]
Training 3/3 epoch (loss 0.0137):  70%|███████   | 11248/16050 [2:04:52<1:04:27,  1.24it/s]
Training 3/3 epoch (loss 0.0137):  70%|███████   | 11249/16050 [2:04:52<1:00:16,  1.33it/s]
Training 3/3 epoch (loss 0.0343):  70%|███████   | 11249/16050 [2:04:53<1:00:16,  1.33it/s]
Training 3/3 epoch (loss 0.0343):  70%|███████   | 11250/16050 [2:04:53<1:06:45,  1.20it/s]
Training 3/3 epoch (loss 0.0071):  70%|███████   | 11250/16050 [2:04:54<1:06:45,  1.20it/s]
Training 3/3 epoch (loss 0.0071):  70%|███████   | 11251/16050 [2:04:54<1:02:55,  1.27it/s]
Training 3/3 epoch (loss 0.0051):  70%|███████   | 11251/16050 [2:04:54<1:02:55,  1.27it/s]
Training 3/3 epoch (loss 0.0051):  70%|███████   | 11252/16050 [2:04:54<53:01,  1.51it/s]  
Training 3/3 epoch (loss 0.0632):  70%|███████   | 11252/16050 [2:04:55<53:01,  1.51it/s]
Training 3/3 epoch (loss 0.0632):  70%|███████   | 11253/16050 [2:04:55<47:36,  1.68it/s]
Training 3/3 epoch (loss 0.5136):  70%|███████   | 11253/16050 [2:04:55<47:36,  1.68it/s]
Training 3/3 epoch (loss 0.5136):  70%|███████   | 11254/16050 [2:04:55<44:45,  1.79it/s]
Training 3/3 epoch (loss 0.0001):  70%|███████   | 11254/16050 [2:04:56<44:45,  1.79it/s]
Training 3/3 epoch (loss 0.0001):  70%|███████   | 11255/16050 [2:04:56<41:53,  1.91it/s]
Training 3/3 epoch (loss 0.1851):  70%|███████   | 11255/16050 [2:04:58<41:53,  1.91it/s]
Training 3/3 epoch (loss 0.1851):  70%|███████   | 11256/16050 [2:04:58<1:25:25,  1.07s/it]
Training 3/3 epoch (loss 0.5298):  70%|███████   | 11256/16050 [2:04:58<1:25:25,  1.07s/it]
Training 3/3 epoch (loss 0.5298):  70%|███████   | 11257/16050 [2:04:58<1:08:37,  1.16it/s]
Training 3/3 epoch (loss 0.0113):  70%|███████   | 11257/16050 [2:04:59<1:08:37,  1.16it/s]
Training 3/3 epoch (loss 0.0113):  70%|███████   | 11258/16050 [2:04:59<1:01:37,  1.30it/s]
Training 3/3 epoch (loss 0.0858):  70%|███████   | 11258/16050 [2:04:59<1:01:37,  1.30it/s]
Training 3/3 epoch (loss 0.0858):  70%|███████   | 11259/16050 [2:04:59<55:34,  1.44it/s]  
Training 3/3 epoch (loss 0.2438):  70%|███████   | 11259/16050 [2:05:02<55:34,  1.44it/s]
Training 3/3 epoch (loss 0.2438):  70%|███████   | 11260/16050 [2:05:02<1:32:41,  1.16s/it]
Training 3/3 epoch (loss 0.3753):  70%|███████   | 11260/16050 [2:05:02<1:32:41,  1.16s/it]
Training 3/3 epoch (loss 0.3753):  70%|███████   | 11261/16050 [2:05:02<1:14:49,  1.07it/s]
Training 3/3 epoch (loss 0.0878):  70%|███████   | 11261/16050 [2:05:03<1:14:49,  1.07it/s]
Training 3/3 epoch (loss 0.0878):  70%|███████   | 11262/16050 [2:05:03<1:05:18,  1.22it/s]
Training 3/3 epoch (loss 0.0350):  70%|███████   | 11262/16050 [2:05:03<1:05:18,  1.22it/s]
Training 3/3 epoch (loss 0.0350):  70%|███████   | 11263/16050 [2:05:03<1:02:49,  1.27it/s]
Training 3/3 epoch (loss 0.0081):  70%|███████   | 11263/16050 [2:05:04<1:02:49,  1.27it/s]
Training 3/3 epoch (loss 0.0081):  70%|███████   | 11264/16050 [2:05:04<54:18,  1.47it/s]  
Training 3/3 epoch (loss 0.0016):  70%|███████   | 11264/16050 [2:05:04<54:18,  1.47it/s]
Training 3/3 epoch (loss 0.0016):  70%|███████   | 11265/16050 [2:05:04<50:38,  1.57it/s]
Training 3/3 epoch (loss 0.0815):  70%|███████   | 11265/16050 [2:05:05<50:38,  1.57it/s]
Training 3/3 epoch (loss 0.0815):  70%|███████   | 11266/16050 [2:05:05<45:02,  1.77it/s]
Training 3/3 epoch (loss 0.0001):  70%|███████   | 11266/16050 [2:05:05<45:02,  1.77it/s]
Training 3/3 epoch (loss 0.0001):  70%|███████   | 11267/16050 [2:05:05<44:10,  1.80it/s]
Training 3/3 epoch (loss 0.0099):  70%|███████   | 11267/16050 [2:05:06<44:10,  1.80it/s]
Training 3/3 epoch (loss 0.0099):  70%|███████   | 11268/16050 [2:05:06<40:22,  1.97it/s]
Training 3/3 epoch (loss 0.0802):  70%|███████   | 11268/16050 [2:05:06<40:22,  1.97it/s]
Training 3/3 epoch (loss 0.0802):  70%|███████   | 11269/16050 [2:05:06<38:53,  2.05it/s]
Training 3/3 epoch (loss 0.0008):  70%|███████   | 11269/16050 [2:05:07<38:53,  2.05it/s]
Training 3/3 epoch (loss 0.0008):  70%|███████   | 11270/16050 [2:05:07<42:04,  1.89it/s]
Training 3/3 epoch (loss 0.3287):  70%|███████   | 11270/16050 [2:05:07<42:04,  1.89it/s]
Training 3/3 epoch (loss 0.3287):  70%|███████   | 11271/16050 [2:05:07<45:10,  1.76it/s]
Training 3/3 epoch (loss 0.0126):  70%|███████   | 11271/16050 [2:05:08<45:10,  1.76it/s]
Training 3/3 epoch (loss 0.0126):  70%|███████   | 11272/16050 [2:05:08<45:37,  1.75it/s]
Training 3/3 epoch (loss 0.3931):  70%|███████   | 11272/16050 [2:05:08<45:37,  1.75it/s]
Training 3/3 epoch (loss 0.3931):  70%|███████   | 11273/16050 [2:05:08<42:59,  1.85it/s]
Training 3/3 epoch (loss 0.2764):  70%|███████   | 11273/16050 [2:05:09<42:59,  1.85it/s]
Training 3/3 epoch (loss 0.2764):  70%|███████   | 11274/16050 [2:05:09<42:51,  1.86it/s]
Training 3/3 epoch (loss 0.0803):  70%|███████   | 11274/16050 [2:05:09<42:51,  1.86it/s]
Training 3/3 epoch (loss 0.0803):  70%|███████   | 11275/16050 [2:05:09<39:55,  1.99it/s]
Training 3/3 epoch (loss 0.0031):  70%|███████   | 11275/16050 [2:05:10<39:55,  1.99it/s]
Training 3/3 epoch (loss 0.0031):  70%|███████   | 11276/16050 [2:05:10<50:10,  1.59it/s]
Training 3/3 epoch (loss 0.0580):  70%|███████   | 11276/16050 [2:05:13<50:10,  1.59it/s]
Training 3/3 epoch (loss 0.0580):  70%|███████   | 11277/16050 [2:05:13<1:31:02,  1.14s/it]
Training 3/3 epoch (loss 0.0347):  70%|███████   | 11277/16050 [2:05:14<1:31:02,  1.14s/it]
Training 3/3 epoch (loss 0.0347):  70%|███████   | 11278/16050 [2:05:14<1:25:05,  1.07s/it]
Training 3/3 epoch (loss 0.2973):  70%|███████   | 11278/16050 [2:05:16<1:25:05,  1.07s/it]
Training 3/3 epoch (loss 0.2973):  70%|███████   | 11279/16050 [2:05:16<1:52:05,  1.41s/it]
Training 3/3 epoch (loss 0.0504):  70%|███████   | 11279/16050 [2:05:16<1:52:05,  1.41s/it]
Training 3/3 epoch (loss 0.0504):  70%|███████   | 11280/16050 [2:05:16<1:35:42,  1.20s/it]
Training 3/3 epoch (loss 0.0002):  70%|███████   | 11280/16050 [2:05:17<1:35:42,  1.20s/it]
Training 3/3 epoch (loss 0.0002):  70%|███████   | 11281/16050 [2:05:17<1:20:57,  1.02s/it]
Training 3/3 epoch (loss 0.2340):  70%|███████   | 11281/16050 [2:05:17<1:20:57,  1.02s/it]
Training 3/3 epoch (loss 0.2340):  70%|███████   | 11282/16050 [2:05:17<1:07:34,  1.18it/s]
Training 3/3 epoch (loss 0.0161):  70%|███████   | 11282/16050 [2:05:18<1:07:34,  1.18it/s]
Training 3/3 epoch (loss 0.0161):  70%|███████   | 11283/16050 [2:05:18<1:02:09,  1.28it/s]
Training 3/3 epoch (loss 0.0006):  70%|███████   | 11283/16050 [2:05:19<1:02:09,  1.28it/s]
Training 3/3 epoch (loss 0.0006):  70%|███████   | 11284/16050 [2:05:19<53:02,  1.50it/s]  
Training 3/3 epoch (loss 0.4453):  70%|███████   | 11284/16050 [2:05:19<53:02,  1.50it/s]
Training 3/3 epoch (loss 0.4453):  70%|███████   | 11285/16050 [2:05:19<47:06,  1.69it/s]
Training 3/3 epoch (loss 0.0004):  70%|███████   | 11285/16050 [2:05:20<47:06,  1.69it/s]
Training 3/3 epoch (loss 0.0004):  70%|███████   | 11286/16050 [2:05:20<47:47,  1.66it/s]
Training 3/3 epoch (loss 0.0004):  70%|███████   | 11286/16050 [2:05:20<47:47,  1.66it/s]
Training 3/3 epoch (loss 0.0004):  70%|███████   | 11287/16050 [2:05:20<41:56,  1.89it/s]
Training 3/3 epoch (loss 0.0308):  70%|███████   | 11287/16050 [2:05:20<41:56,  1.89it/s]
Training 3/3 epoch (loss 0.0308):  70%|███████   | 11288/16050 [2:05:20<40:12,  1.97it/s]
Training 3/3 epoch (loss 0.0005):  70%|███████   | 11288/16050 [2:05:21<40:12,  1.97it/s]
Training 3/3 epoch (loss 0.0005):  70%|███████   | 11289/16050 [2:05:21<37:27,  2.12it/s]
Training 3/3 epoch (loss 0.3353):  70%|███████   | 11289/16050 [2:05:21<37:27,  2.12it/s]
Training 3/3 epoch (loss 0.3353):  70%|███████   | 11290/16050 [2:05:21<36:55,  2.15it/s]
Training 3/3 epoch (loss 0.3509):  70%|███████   | 11290/16050 [2:05:22<36:55,  2.15it/s]
Training 3/3 epoch (loss 0.3509):  70%|███████   | 11291/16050 [2:05:22<45:17,  1.75it/s]
Training 3/3 epoch (loss 0.2774):  70%|███████   | 11291/16050 [2:05:22<45:17,  1.75it/s]
Training 3/3 epoch (loss 0.2774):  70%|███████   | 11292/16050 [2:05:22<41:33,  1.91it/s]
Training 3/3 epoch (loss 0.0014):  70%|███████   | 11292/16050 [2:05:23<41:33,  1.91it/s]
Training 3/3 epoch (loss 0.0014):  70%|███████   | 11293/16050 [2:05:23<39:37,  2.00it/s]
Training 3/3 epoch (loss 0.0011):  70%|███████   | 11293/16050 [2:05:23<39:37,  2.00it/s]
Training 3/3 epoch (loss 0.0011):  70%|███████   | 11294/16050 [2:05:23<40:01,  1.98it/s]
Training 3/3 epoch (loss 0.4794):  70%|███████   | 11294/16050 [2:05:24<40:01,  1.98it/s]
Training 3/3 epoch (loss 0.4794):  70%|███████   | 11295/16050 [2:05:24<43:04,  1.84it/s]
Training 3/3 epoch (loss 0.3318):  70%|███████   | 11295/16050 [2:05:26<43:04,  1.84it/s]
Training 3/3 epoch (loss 0.3318):  70%|███████   | 11296/16050 [2:05:26<1:23:36,  1.06s/it]
Training 3/3 epoch (loss 0.0761):  70%|███████   | 11296/16050 [2:05:27<1:23:36,  1.06s/it]
Training 3/3 epoch (loss 0.0761):  70%|███████   | 11297/16050 [2:05:27<1:07:49,  1.17it/s]
Training 3/3 epoch (loss 0.2917):  70%|███████   | 11297/16050 [2:05:27<1:07:49,  1.17it/s]
Training 3/3 epoch (loss 0.2917):  70%|███████   | 11298/16050 [2:05:27<1:03:10,  1.25it/s]
Training 3/3 epoch (loss 0.0001):  70%|███████   | 11298/16050 [2:05:28<1:03:10,  1.25it/s]
Training 3/3 epoch (loss 0.0001):  70%|███████   | 11299/16050 [2:05:28<54:48,  1.44it/s]  
Training 3/3 epoch (loss 0.0178):  70%|███████   | 11299/16050 [2:05:28<54:48,  1.44it/s]
Training 3/3 epoch (loss 0.0178):  70%|███████   | 11300/16050 [2:05:28<52:49,  1.50it/s]
Training 3/3 epoch (loss 0.0002):  70%|███████   | 11300/16050 [2:05:29<52:49,  1.50it/s]
Training 3/3 epoch (loss 0.0002):  70%|███████   | 11301/16050 [2:05:29<45:24,  1.74it/s]
Training 3/3 epoch (loss 0.1613):  70%|███████   | 11301/16050 [2:05:31<45:24,  1.74it/s]
Training 3/3 epoch (loss 0.1613):  70%|███████   | 11302/16050 [2:05:31<1:25:07,  1.08s/it]
Training 3/3 epoch (loss 0.0019):  70%|███████   | 11302/16050 [2:05:32<1:25:07,  1.08s/it]
Training 3/3 epoch (loss 0.0019):  70%|███████   | 11303/16050 [2:05:32<1:20:29,  1.02s/it]
Training 3/3 epoch (loss 0.0010):  70%|███████   | 11303/16050 [2:05:32<1:20:29,  1.02s/it]
Training 3/3 epoch (loss 0.0010):  70%|███████   | 11304/16050 [2:05:32<1:06:45,  1.18it/s]
Training 3/3 epoch (loss 0.4508):  70%|███████   | 11304/16050 [2:05:33<1:06:45,  1.18it/s]
Training 3/3 epoch (loss 0.4508):  70%|███████   | 11305/16050 [2:05:33<1:01:19,  1.29it/s]
Training 3/3 epoch (loss 0.0549):  70%|███████   | 11305/16050 [2:05:33<1:01:19,  1.29it/s]
Training 3/3 epoch (loss 0.0549):  70%|███████   | 11306/16050 [2:05:33<54:10,  1.46it/s]  
Training 3/3 epoch (loss 0.0079):  70%|███████   | 11306/16050 [2:05:34<54:10,  1.46it/s]
Training 3/3 epoch (loss 0.0079):  70%|███████   | 11307/16050 [2:05:34<46:00,  1.72it/s]
Training 3/3 epoch (loss 0.5132):  70%|███████   | 11307/16050 [2:05:34<46:00,  1.72it/s]
Training 3/3 epoch (loss 0.5132):  70%|███████   | 11308/16050 [2:05:34<43:14,  1.83it/s]
Training 3/3 epoch (loss 0.1847):  70%|███████   | 11308/16050 [2:05:35<43:14,  1.83it/s]
Training 3/3 epoch (loss 0.1847):  70%|███████   | 11309/16050 [2:05:35<44:02,  1.79it/s]
Training 3/3 epoch (loss 0.0033):  70%|███████   | 11309/16050 [2:05:35<44:02,  1.79it/s]
Training 3/3 epoch (loss 0.0033):  70%|███████   | 11310/16050 [2:05:35<41:41,  1.89it/s]
Training 3/3 epoch (loss 0.4926):  70%|███████   | 11310/16050 [2:05:36<41:41,  1.89it/s]
Training 3/3 epoch (loss 0.4926):  70%|███████   | 11311/16050 [2:05:36<38:43,  2.04it/s]
Training 3/3 epoch (loss 0.0003):  70%|███████   | 11311/16050 [2:05:36<38:43,  2.04it/s]
Training 3/3 epoch (loss 0.0003):  70%|███████   | 11312/16050 [2:05:36<35:04,  2.25it/s]
Training 3/3 epoch (loss 0.0003):  70%|███████   | 11312/16050 [2:05:37<35:04,  2.25it/s]
Training 3/3 epoch (loss 0.0003):  70%|███████   | 11313/16050 [2:05:37<39:54,  1.98it/s]
Training 3/3 epoch (loss 0.0141):  70%|███████   | 11313/16050 [2:05:37<39:54,  1.98it/s]
Training 3/3 epoch (loss 0.0141):  70%|███████   | 11314/16050 [2:05:37<40:35,  1.94it/s]
Training 3/3 epoch (loss 0.0189):  70%|███████   | 11314/16050 [2:05:38<40:35,  1.94it/s]
Training 3/3 epoch (loss 0.0189):  70%|███████   | 11315/16050 [2:05:38<40:14,  1.96it/s]
Training 3/3 epoch (loss 0.2625):  70%|███████   | 11315/16050 [2:05:38<40:14,  1.96it/s]
Training 3/3 epoch (loss 0.2625):  71%|███████   | 11316/16050 [2:05:38<42:33,  1.85it/s]
Training 3/3 epoch (loss 0.0925):  71%|███████   | 11316/16050 [2:05:39<42:33,  1.85it/s]
Training 3/3 epoch (loss 0.0925):  71%|███████   | 11317/16050 [2:05:39<52:52,  1.49it/s]
Training 3/3 epoch (loss 0.0069):  71%|███████   | 11317/16050 [2:05:40<52:52,  1.49it/s]
Training 3/3 epoch (loss 0.0069):  71%|███████   | 11318/16050 [2:05:40<50:39,  1.56it/s]
Training 3/3 epoch (loss 0.0026):  71%|███████   | 11318/16050 [2:05:40<50:39,  1.56it/s]
Training 3/3 epoch (loss 0.0026):  71%|███████   | 11319/16050 [2:05:40<46:48,  1.68it/s]
Training 3/3 epoch (loss 0.3500):  71%|███████   | 11319/16050 [2:05:41<46:48,  1.68it/s]
Training 3/3 epoch (loss 0.3500):  71%|███████   | 11320/16050 [2:05:41<47:17,  1.67it/s]
Training 3/3 epoch (loss 0.5305):  71%|███████   | 11320/16050 [2:05:41<47:17,  1.67it/s]
Training 3/3 epoch (loss 0.5305):  71%|███████   | 11321/16050 [2:05:41<45:58,  1.71it/s]
Training 3/3 epoch (loss 0.0172):  71%|███████   | 11321/16050 [2:05:42<45:58,  1.71it/s]
Training 3/3 epoch (loss 0.0172):  71%|███████   | 11322/16050 [2:05:42<46:39,  1.69it/s]
Training 3/3 epoch (loss 0.0601):  71%|███████   | 11322/16050 [2:05:42<46:39,  1.69it/s]
Training 3/3 epoch (loss 0.0601):  71%|███████   | 11323/16050 [2:05:42<42:16,  1.86it/s]
Training 3/3 epoch (loss 0.0030):  71%|███████   | 11323/16050 [2:05:43<42:16,  1.86it/s]
Training 3/3 epoch (loss 0.0030):  71%|███████   | 11324/16050 [2:05:43<41:54,  1.88it/s]
Training 3/3 epoch (loss 0.0002):  71%|███████   | 11324/16050 [2:05:44<41:54,  1.88it/s]
Training 3/3 epoch (loss 0.0002):  71%|███████   | 11325/16050 [2:05:44<44:50,  1.76it/s]
Training 3/3 epoch (loss 0.0006):  71%|███████   | 11325/16050 [2:05:44<44:50,  1.76it/s]
Training 3/3 epoch (loss 0.0006):  71%|███████   | 11326/16050 [2:05:44<42:50,  1.84it/s]
Training 3/3 epoch (loss 0.0026):  71%|███████   | 11326/16050 [2:05:45<42:50,  1.84it/s]
Training 3/3 epoch (loss 0.0026):  71%|███████   | 11327/16050 [2:05:45<40:21,  1.95it/s]
Training 3/3 epoch (loss 0.0000):  71%|███████   | 11327/16050 [2:05:45<40:21,  1.95it/s]
Training 3/3 epoch (loss 0.0000):  71%|███████   | 11328/16050 [2:05:45<42:33,  1.85it/s]
Training 3/3 epoch (loss 0.0001):  71%|███████   | 11328/16050 [2:05:46<42:33,  1.85it/s]
Training 3/3 epoch (loss 0.0001):  71%|███████   | 11329/16050 [2:05:46<39:13,  2.01it/s]
Training 3/3 epoch (loss 0.1159):  71%|███████   | 11329/16050 [2:05:46<39:13,  2.01it/s]
Training 3/3 epoch (loss 0.1159):  71%|███████   | 11330/16050 [2:05:46<39:59,  1.97it/s]
Training 3/3 epoch (loss 0.0005):  71%|███████   | 11330/16050 [2:05:46<39:59,  1.97it/s]
Training 3/3 epoch (loss 0.0005):  71%|███████   | 11331/16050 [2:05:46<36:32,  2.15it/s]
Training 3/3 epoch (loss 0.0017):  71%|███████   | 11331/16050 [2:05:47<36:32,  2.15it/s]
Training 3/3 epoch (loss 0.0017):  71%|███████   | 11332/16050 [2:05:47<37:58,  2.07it/s]
Training 3/3 epoch (loss 0.0001):  71%|███████   | 11332/16050 [2:05:48<37:58,  2.07it/s]
Training 3/3 epoch (loss 0.0001):  71%|███████   | 11333/16050 [2:05:48<39:22,  2.00it/s]
Training 3/3 epoch (loss 0.1008):  71%|███████   | 11333/16050 [2:05:48<39:22,  2.00it/s]
Training 3/3 epoch (loss 0.1008):  71%|███████   | 11334/16050 [2:05:48<37:35,  2.09it/s]
Training 3/3 epoch (loss 0.3922):  71%|███████   | 11334/16050 [2:05:49<37:35,  2.09it/s]
Training 3/3 epoch (loss 0.3922):  71%|███████   | 11335/16050 [2:05:49<39:07,  2.01it/s]
Training 3/3 epoch (loss 0.3921):  71%|███████   | 11335/16050 [2:05:49<39:07,  2.01it/s]
Training 3/3 epoch (loss 0.3921):  71%|███████   | 11336/16050 [2:05:49<36:30,  2.15it/s]
Training 3/3 epoch (loss 0.0434):  71%|███████   | 11336/16050 [2:05:50<36:30,  2.15it/s]
Training 3/3 epoch (loss 0.0434):  71%|███████   | 11337/16050 [2:05:50<39:44,  1.98it/s]
Training 3/3 epoch (loss 0.0091):  71%|███████   | 11337/16050 [2:05:50<39:44,  1.98it/s]
Training 3/3 epoch (loss 0.0091):  71%|███████   | 11338/16050 [2:05:50<38:13,  2.05it/s]
Training 3/3 epoch (loss 0.0074):  71%|███████   | 11338/16050 [2:05:50<38:13,  2.05it/s]
Training 3/3 epoch (loss 0.0074):  71%|███████   | 11339/16050 [2:05:50<37:36,  2.09it/s]
Training 3/3 epoch (loss 0.0011):  71%|███████   | 11339/16050 [2:05:51<37:36,  2.09it/s]
Training 3/3 epoch (loss 0.0011):  71%|███████   | 11340/16050 [2:05:51<37:28,  2.10it/s]
Training 3/3 epoch (loss 0.0002):  71%|███████   | 11340/16050 [2:05:51<37:28,  2.10it/s]
Training 3/3 epoch (loss 0.0002):  71%|███████   | 11341/16050 [2:05:51<37:35,  2.09it/s]
Training 3/3 epoch (loss 0.0022):  71%|███████   | 11341/16050 [2:05:52<37:35,  2.09it/s]
Training 3/3 epoch (loss 0.0022):  71%|███████   | 11342/16050 [2:05:52<38:47,  2.02it/s]
Training 3/3 epoch (loss 0.0000):  71%|███████   | 11342/16050 [2:05:52<38:47,  2.02it/s]
Training 3/3 epoch (loss 0.0000):  71%|███████   | 11343/16050 [2:05:52<35:37,  2.20it/s]
Training 3/3 epoch (loss 0.0136):  71%|███████   | 11343/16050 [2:05:53<35:37,  2.20it/s]
Training 3/3 epoch (loss 0.0136):  71%|███████   | 11344/16050 [2:05:53<34:17,  2.29it/s]
Training 3/3 epoch (loss 0.2092):  71%|███████   | 11344/16050 [2:05:53<34:17,  2.29it/s]
Training 3/3 epoch (loss 0.2092):  71%|███████   | 11345/16050 [2:05:53<36:00,  2.18it/s]
Training 3/3 epoch (loss 0.0953):  71%|███████   | 11345/16050 [2:05:54<36:00,  2.18it/s]
Training 3/3 epoch (loss 0.0953):  71%|███████   | 11346/16050 [2:05:54<42:04,  1.86it/s]
Training 3/3 epoch (loss 0.1352):  71%|███████   | 11346/16050 [2:05:54<42:04,  1.86it/s]
Training 3/3 epoch (loss 0.1352):  71%|███████   | 11347/16050 [2:05:54<43:21,  1.81it/s]
Training 3/3 epoch (loss 0.3676):  71%|███████   | 11347/16050 [2:05:55<43:21,  1.81it/s]
Training 3/3 epoch (loss 0.3676):  71%|███████   | 11348/16050 [2:05:55<41:04,  1.91it/s]
Training 3/3 epoch (loss 0.0001):  71%|███████   | 11348/16050 [2:05:55<41:04,  1.91it/s]
Training 3/3 epoch (loss 0.0001):  71%|███████   | 11349/16050 [2:05:55<37:54,  2.07it/s]
Training 3/3 epoch (loss 0.0191):  71%|███████   | 11349/16050 [2:05:56<37:54,  2.07it/s]
Training 3/3 epoch (loss 0.0191):  71%|███████   | 11350/16050 [2:05:56<41:06,  1.91it/s]
Training 3/3 epoch (loss 0.6341):  71%|███████   | 11350/16050 [2:05:56<41:06,  1.91it/s]
Training 3/3 epoch (loss 0.6341):  71%|███████   | 11351/16050 [2:05:56<38:17,  2.04it/s]
Training 3/3 epoch (loss 0.1182):  71%|███████   | 11351/16050 [2:05:57<38:17,  2.04it/s]
Training 3/3 epoch (loss 0.1182):  71%|███████   | 11352/16050 [2:05:57<39:11,  2.00it/s]
Training 3/3 epoch (loss 0.0882):  71%|███████   | 11352/16050 [2:05:58<39:11,  2.00it/s]
Training 3/3 epoch (loss 0.0882):  71%|███████   | 11353/16050 [2:05:58<43:09,  1.81it/s]
Training 3/3 epoch (loss 0.6782):  71%|███████   | 11353/16050 [2:05:58<43:09,  1.81it/s]
Training 3/3 epoch (loss 0.6782):  71%|███████   | 11354/16050 [2:05:58<44:46,  1.75it/s]
Training 3/3 epoch (loss 0.0316):  71%|███████   | 11354/16050 [2:05:59<44:46,  1.75it/s]
Training 3/3 epoch (loss 0.0316):  71%|███████   | 11355/16050 [2:05:59<47:11,  1.66it/s]
Training 3/3 epoch (loss 0.2511):  71%|███████   | 11355/16050 [2:05:59<47:11,  1.66it/s]
Training 3/3 epoch (loss 0.2511):  71%|███████   | 11356/16050 [2:05:59<47:31,  1.65it/s]
Training 3/3 epoch (loss 0.0047):  71%|███████   | 11356/16050 [2:06:00<47:31,  1.65it/s]
Training 3/3 epoch (loss 0.0047):  71%|███████   | 11357/16050 [2:06:00<46:43,  1.67it/s]
Training 3/3 epoch (loss 0.4684):  71%|███████   | 11357/16050 [2:06:01<46:43,  1.67it/s]
Training 3/3 epoch (loss 0.4684):  71%|███████   | 11358/16050 [2:06:01<50:56,  1.53it/s]
Training 3/3 epoch (loss 0.2960):  71%|███████   | 11358/16050 [2:06:01<50:56,  1.53it/s]
Training 3/3 epoch (loss 0.2960):  71%|███████   | 11359/16050 [2:06:01<44:11,  1.77it/s]
Training 3/3 epoch (loss 0.0012):  71%|███████   | 11359/16050 [2:06:02<44:11,  1.77it/s]
Training 3/3 epoch (loss 0.0012):  71%|███████   | 11360/16050 [2:06:02<38:52,  2.01it/s]
Training 3/3 epoch (loss 0.0032):  71%|███████   | 11360/16050 [2:06:02<38:52,  2.01it/s]
Training 3/3 epoch (loss 0.0032):  71%|███████   | 11361/16050 [2:06:02<36:18,  2.15it/s]
Training 3/3 epoch (loss 0.1220):  71%|███████   | 11361/16050 [2:06:02<36:18,  2.15it/s]
Training 3/3 epoch (loss 0.1220):  71%|███████   | 11362/16050 [2:06:02<34:28,  2.27it/s]
Training 3/3 epoch (loss 0.0141):  71%|███████   | 11362/16050 [2:06:03<34:28,  2.27it/s]
Training 3/3 epoch (loss 0.0141):  71%|███████   | 11363/16050 [2:06:03<33:32,  2.33it/s]
Training 3/3 epoch (loss 0.0053):  71%|███████   | 11363/16050 [2:06:04<33:32,  2.33it/s]
Training 3/3 epoch (loss 0.0053):  71%|███████   | 11364/16050 [2:06:04<42:45,  1.83it/s]
Training 3/3 epoch (loss 0.0694):  71%|███████   | 11364/16050 [2:06:04<42:45,  1.83it/s]
Training 3/3 epoch (loss 0.0694):  71%|███████   | 11365/16050 [2:06:04<44:15,  1.76it/s]
Training 3/3 epoch (loss 0.0462):  71%|███████   | 11365/16050 [2:06:04<44:15,  1.76it/s]
Training 3/3 epoch (loss 0.0462):  71%|███████   | 11366/16050 [2:06:04<39:10,  1.99it/s]
Training 3/3 epoch (loss 0.0000):  71%|███████   | 11366/16050 [2:06:05<39:10,  1.99it/s]
Training 3/3 epoch (loss 0.0000):  71%|███████   | 11367/16050 [2:06:05<36:57,  2.11it/s]
Training 3/3 epoch (loss 0.0174):  71%|███████   | 11367/16050 [2:06:06<36:57,  2.11it/s]
Training 3/3 epoch (loss 0.0174):  71%|███████   | 11368/16050 [2:06:06<40:32,  1.92it/s]
Training 3/3 epoch (loss 0.0670):  71%|███████   | 11368/16050 [2:06:06<40:32,  1.92it/s]
Training 3/3 epoch (loss 0.0670):  71%|███████   | 11369/16050 [2:06:06<39:00,  2.00it/s]
Training 3/3 epoch (loss 0.2507):  71%|███████   | 11369/16050 [2:06:06<39:00,  2.00it/s]
Training 3/3 epoch (loss 0.2507):  71%|███████   | 11370/16050 [2:06:06<34:35,  2.26it/s]
Training 3/3 epoch (loss 0.2130):  71%|███████   | 11370/16050 [2:06:09<34:35,  2.26it/s]
Training 3/3 epoch (loss 0.2130):  71%|███████   | 11371/16050 [2:06:09<1:16:38,  1.02it/s]
Training 3/3 epoch (loss 0.4072):  71%|███████   | 11371/16050 [2:06:09<1:16:38,  1.02it/s]
Training 3/3 epoch (loss 0.4072):  71%|███████   | 11372/16050 [2:06:09<1:12:59,  1.07it/s]
Training 3/3 epoch (loss 0.3116):  71%|███████   | 11372/16050 [2:06:10<1:12:59,  1.07it/s]
Training 3/3 epoch (loss 0.3116):  71%|███████   | 11373/16050 [2:06:10<1:01:15,  1.27it/s]
Training 3/3 epoch (loss 0.0048):  71%|███████   | 11373/16050 [2:06:10<1:01:15,  1.27it/s]
Training 3/3 epoch (loss 0.0048):  71%|███████   | 11374/16050 [2:06:10<57:34,  1.35it/s]  
Training 3/3 epoch (loss 0.0258):  71%|███████   | 11374/16050 [2:06:11<57:34,  1.35it/s]
Training 3/3 epoch (loss 0.0258):  71%|███████   | 11375/16050 [2:06:11<52:49,  1.48it/s]
Training 3/3 epoch (loss 0.0002):  71%|███████   | 11375/16050 [2:06:11<52:49,  1.48it/s]
Training 3/3 epoch (loss 0.0002):  71%|███████   | 11376/16050 [2:06:11<48:29,  1.61it/s]
Training 3/3 epoch (loss 0.0067):  71%|███████   | 11376/16050 [2:06:12<48:29,  1.61it/s]
Training 3/3 epoch (loss 0.0067):  71%|███████   | 11377/16050 [2:06:12<48:03,  1.62it/s]
Training 3/3 epoch (loss 0.0192):  71%|███████   | 11377/16050 [2:06:13<48:03,  1.62it/s]
Training 3/3 epoch (loss 0.0192):  71%|███████   | 11378/16050 [2:06:13<47:57,  1.62it/s]
Training 3/3 epoch (loss 0.0004):  71%|███████   | 11378/16050 [2:06:13<47:57,  1.62it/s]
Training 3/3 epoch (loss 0.0004):  71%|███████   | 11379/16050 [2:06:13<44:29,  1.75it/s]
Training 3/3 epoch (loss 0.0559):  71%|███████   | 11379/16050 [2:06:14<44:29,  1.75it/s]
Training 3/3 epoch (loss 0.0559):  71%|███████   | 11380/16050 [2:06:14<51:55,  1.50it/s]
Training 3/3 epoch (loss 0.4669):  71%|███████   | 11380/16050 [2:06:14<51:55,  1.50it/s]
Training 3/3 epoch (loss 0.4669):  71%|███████   | 11381/16050 [2:06:14<47:30,  1.64it/s]
Training 3/3 epoch (loss 0.0064):  71%|███████   | 11381/16050 [2:06:15<47:30,  1.64it/s]
Training 3/3 epoch (loss 0.0064):  71%|███████   | 11382/16050 [2:06:15<49:31,  1.57it/s]
Training 3/3 epoch (loss 0.0009):  71%|███████   | 11382/16050 [2:06:16<49:31,  1.57it/s]
Training 3/3 epoch (loss 0.0009):  71%|███████   | 11383/16050 [2:06:16<44:31,  1.75it/s]
Training 3/3 epoch (loss 0.1252):  71%|███████   | 11383/16050 [2:06:16<44:31,  1.75it/s]
Training 3/3 epoch (loss 0.1252):  71%|███████   | 11384/16050 [2:06:16<46:38,  1.67it/s]
Training 3/3 epoch (loss 0.0044):  71%|███████   | 11384/16050 [2:06:17<46:38,  1.67it/s]
Training 3/3 epoch (loss 0.0044):  71%|███████   | 11385/16050 [2:06:17<45:30,  1.71it/s]
Training 3/3 epoch (loss 0.4522):  71%|███████   | 11385/16050 [2:06:17<45:30,  1.71it/s]
Training 3/3 epoch (loss 0.4522):  71%|███████   | 11386/16050 [2:06:17<44:35,  1.74it/s]
Training 3/3 epoch (loss 0.0378):  71%|███████   | 11386/16050 [2:06:18<44:35,  1.74it/s]
Training 3/3 epoch (loss 0.0378):  71%|███████   | 11387/16050 [2:06:18<41:06,  1.89it/s]
Training 3/3 epoch (loss 0.0145):  71%|███████   | 11387/16050 [2:06:18<41:06,  1.89it/s]
Training 3/3 epoch (loss 0.0145):  71%|███████   | 11388/16050 [2:06:18<39:11,  1.98it/s]
Training 3/3 epoch (loss 0.4253):  71%|███████   | 11388/16050 [2:06:19<39:11,  1.98it/s]
Training 3/3 epoch (loss 0.4253):  71%|███████   | 11389/16050 [2:06:19<36:42,  2.12it/s]
Training 3/3 epoch (loss 0.2285):  71%|███████   | 11389/16050 [2:06:19<36:42,  2.12it/s]
Training 3/3 epoch (loss 0.2285):  71%|███████   | 11390/16050 [2:06:19<38:07,  2.04it/s]
Training 3/3 epoch (loss 0.0211):  71%|███████   | 11390/16050 [2:06:20<38:07,  2.04it/s]
Training 3/3 epoch (loss 0.0211):  71%|███████   | 11391/16050 [2:06:20<43:14,  1.80it/s]
Training 3/3 epoch (loss 0.0015):  71%|███████   | 11391/16050 [2:06:20<43:14,  1.80it/s]
Training 3/3 epoch (loss 0.0015):  71%|███████   | 11392/16050 [2:06:20<44:08,  1.76it/s]
Training 3/3 epoch (loss 0.0086):  71%|███████   | 11392/16050 [2:06:21<44:08,  1.76it/s]
Training 3/3 epoch (loss 0.0086):  71%|███████   | 11393/16050 [2:06:21<42:59,  1.81it/s]
Training 3/3 epoch (loss 0.0280):  71%|███████   | 11393/16050 [2:06:22<42:59,  1.81it/s]
Training 3/3 epoch (loss 0.0280):  71%|███████   | 11394/16050 [2:06:22<47:10,  1.64it/s]
Training 3/3 epoch (loss 0.5970):  71%|███████   | 11394/16050 [2:06:22<47:10,  1.64it/s]
Training 3/3 epoch (loss 0.5970):  71%|███████   | 11395/16050 [2:06:22<41:09,  1.88it/s]
Training 3/3 epoch (loss 0.1817):  71%|███████   | 11395/16050 [2:06:24<41:09,  1.88it/s]
Training 3/3 epoch (loss 0.1817):  71%|███████   | 11396/16050 [2:06:24<1:20:20,  1.04s/it]
Training 3/3 epoch (loss 0.0087):  71%|███████   | 11396/16050 [2:06:25<1:20:20,  1.04s/it]
Training 3/3 epoch (loss 0.0087):  71%|███████   | 11397/16050 [2:06:25<1:10:44,  1.10it/s]
Training 3/3 epoch (loss 0.0402):  71%|███████   | 11397/16050 [2:06:25<1:10:44,  1.10it/s]
Training 3/3 epoch (loss 0.0402):  71%|███████   | 11398/16050 [2:06:25<1:02:22,  1.24it/s]
Training 3/3 epoch (loss 0.0074):  71%|███████   | 11398/16050 [2:06:26<1:02:22,  1.24it/s]
Training 3/3 epoch (loss 0.0074):  71%|███████   | 11399/16050 [2:06:26<54:00,  1.44it/s]  
Training 3/3 epoch (loss 0.4318):  71%|███████   | 11399/16050 [2:06:27<54:00,  1.44it/s]
Training 3/3 epoch (loss 0.4318):  71%|███████   | 11400/16050 [2:06:27<51:39,  1.50it/s]
Training 3/3 epoch (loss 0.3994):  71%|███████   | 11400/16050 [2:06:27<51:39,  1.50it/s]
Training 3/3 epoch (loss 0.3994):  71%|███████   | 11401/16050 [2:06:27<57:20,  1.35it/s]
Training 3/3 epoch (loss 0.0081):  71%|███████   | 11401/16050 [2:06:28<57:20,  1.35it/s]
Training 3/3 epoch (loss 0.0081):  71%|███████   | 11402/16050 [2:06:28<53:17,  1.45it/s]
Training 3/3 epoch (loss 0.0001):  71%|███████   | 11402/16050 [2:06:28<53:17,  1.45it/s]
Training 3/3 epoch (loss 0.0001):  71%|███████   | 11403/16050 [2:06:28<48:15,  1.61it/s]
Training 3/3 epoch (loss 0.2875):  71%|███████   | 11403/16050 [2:06:31<48:15,  1.61it/s]
Training 3/3 epoch (loss 0.2875):  71%|███████   | 11404/16050 [2:06:31<1:26:00,  1.11s/it]
Training 3/3 epoch (loss 0.0051):  71%|███████   | 11404/16050 [2:06:31<1:26:00,  1.11s/it]
Training 3/3 epoch (loss 0.0051):  71%|███████   | 11405/16050 [2:06:31<1:13:51,  1.05it/s]
Training 3/3 epoch (loss 0.1205):  71%|███████   | 11405/16050 [2:06:32<1:13:51,  1.05it/s]
Training 3/3 epoch (loss 0.1205):  71%|███████   | 11406/16050 [2:06:32<1:03:49,  1.21it/s]
Training 3/3 epoch (loss 0.0053):  71%|███████   | 11406/16050 [2:06:32<1:03:49,  1.21it/s]
Training 3/3 epoch (loss 0.0053):  71%|███████   | 11407/16050 [2:06:32<59:06,  1.31it/s]  
Training 3/3 epoch (loss 0.0235):  71%|███████   | 11407/16050 [2:06:33<59:06,  1.31it/s]
Training 3/3 epoch (loss 0.0235):  71%|███████   | 11408/16050 [2:06:33<55:50,  1.39it/s]
Training 3/3 epoch (loss 0.7699):  71%|███████   | 11408/16050 [2:06:33<55:50,  1.39it/s]
Training 3/3 epoch (loss 0.7699):  71%|███████   | 11409/16050 [2:06:33<46:54,  1.65it/s]
Training 3/3 epoch (loss 0.0021):  71%|███████   | 11409/16050 [2:06:34<46:54,  1.65it/s]
Training 3/3 epoch (loss 0.0021):  71%|███████   | 11410/16050 [2:06:34<43:01,  1.80it/s]
Training 3/3 epoch (loss 0.0739):  71%|███████   | 11410/16050 [2:06:34<43:01,  1.80it/s]
Training 3/3 epoch (loss 0.0739):  71%|███████   | 11411/16050 [2:06:34<42:32,  1.82it/s]
Training 3/3 epoch (loss 0.0001):  71%|███████   | 11411/16050 [2:06:35<42:32,  1.82it/s]
Training 3/3 epoch (loss 0.0001):  71%|███████   | 11412/16050 [2:06:35<40:34,  1.91it/s]
Training 3/3 epoch (loss 0.0010):  71%|███████   | 11412/16050 [2:06:35<40:34,  1.91it/s]
Training 3/3 epoch (loss 0.0010):  71%|███████   | 11413/16050 [2:06:35<37:44,  2.05it/s]
Training 3/3 epoch (loss 0.0090):  71%|███████   | 11413/16050 [2:06:36<37:44,  2.05it/s]
Training 3/3 epoch (loss 0.0090):  71%|███████   | 11414/16050 [2:06:36<40:01,  1.93it/s]
Training 3/3 epoch (loss 0.0953):  71%|███████   | 11414/16050 [2:06:36<40:01,  1.93it/s]
Training 3/3 epoch (loss 0.0953):  71%|███████   | 11415/16050 [2:06:36<41:45,  1.85it/s]
Training 3/3 epoch (loss 0.1512):  71%|███████   | 11415/16050 [2:06:37<41:45,  1.85it/s]
Training 3/3 epoch (loss 0.1512):  71%|███████   | 11416/16050 [2:06:37<41:18,  1.87it/s]
Training 3/3 epoch (loss 0.0102):  71%|███████   | 11416/16050 [2:06:37<41:18,  1.87it/s]
Training 3/3 epoch (loss 0.0102):  71%|███████   | 11417/16050 [2:06:37<41:18,  1.87it/s]
Training 3/3 epoch (loss 0.3327):  71%|███████   | 11417/16050 [2:06:38<41:18,  1.87it/s]
Training 3/3 epoch (loss 0.3327):  71%|███████   | 11418/16050 [2:06:38<45:02,  1.71it/s]
Training 3/3 epoch (loss 0.1847):  71%|███████   | 11418/16050 [2:06:39<45:02,  1.71it/s]
Training 3/3 epoch (loss 0.1847):  71%|███████   | 11419/16050 [2:06:39<42:19,  1.82it/s]
Training 3/3 epoch (loss 0.0081):  71%|███████   | 11419/16050 [2:06:39<42:19,  1.82it/s]
Training 3/3 epoch (loss 0.0081):  71%|███████   | 11420/16050 [2:06:39<42:05,  1.83it/s]
Training 3/3 epoch (loss 0.0017):  71%|███████   | 11420/16050 [2:06:40<42:05,  1.83it/s]
Training 3/3 epoch (loss 0.0017):  71%|███████   | 11421/16050 [2:06:40<42:18,  1.82it/s]
Training 3/3 epoch (loss 0.4400):  71%|███████   | 11421/16050 [2:06:40<42:18,  1.82it/s]
Training 3/3 epoch (loss 0.4400):  71%|███████   | 11422/16050 [2:06:40<38:38,  2.00it/s]
Training 3/3 epoch (loss 0.0183):  71%|███████   | 11422/16050 [2:06:41<38:38,  2.00it/s]
Training 3/3 epoch (loss 0.0183):  71%|███████   | 11423/16050 [2:06:41<36:19,  2.12it/s]
Training 3/3 epoch (loss 0.0013):  71%|███████   | 11423/16050 [2:06:41<36:19,  2.12it/s]
Training 3/3 epoch (loss 0.0013):  71%|███████   | 11424/16050 [2:06:41<40:15,  1.92it/s]
Training 3/3 epoch (loss 0.0015):  71%|███████   | 11424/16050 [2:06:42<40:15,  1.92it/s]
Training 3/3 epoch (loss 0.0015):  71%|███████   | 11425/16050 [2:06:42<36:53,  2.09it/s]
Training 3/3 epoch (loss 0.0042):  71%|███████   | 11425/16050 [2:06:42<36:53,  2.09it/s]
Training 3/3 epoch (loss 0.0042):  71%|███████   | 11426/16050 [2:06:42<38:04,  2.02it/s]
Training 3/3 epoch (loss 0.3658):  71%|███████   | 11426/16050 [2:06:44<38:04,  2.02it/s]
Training 3/3 epoch (loss 0.3658):  71%|███████   | 11427/16050 [2:06:44<1:18:39,  1.02s/it]
Training 3/3 epoch (loss 0.7665):  71%|███████   | 11427/16050 [2:06:45<1:18:39,  1.02s/it]
Training 3/3 epoch (loss 0.7665):  71%|███████   | 11428/16050 [2:06:45<1:08:41,  1.12it/s]
Training 3/3 epoch (loss 0.0030):  71%|███████   | 11428/16050 [2:06:45<1:08:41,  1.12it/s]
Training 3/3 epoch (loss 0.0030):  71%|███████   | 11429/16050 [2:06:45<57:57,  1.33it/s]  
Training 3/3 epoch (loss 0.0104):  71%|███████   | 11429/16050 [2:06:46<57:57,  1.33it/s]
Training 3/3 epoch (loss 0.0104):  71%|███████   | 11430/16050 [2:06:46<50:49,  1.52it/s]
Training 3/3 epoch (loss 0.0087):  71%|███████   | 11430/16050 [2:06:46<50:49,  1.52it/s]
Training 3/3 epoch (loss 0.0087):  71%|███████   | 11431/16050 [2:06:46<43:19,  1.78it/s]
Training 3/3 epoch (loss 0.0033):  71%|███████   | 11431/16050 [2:06:47<43:19,  1.78it/s]
Training 3/3 epoch (loss 0.0033):  71%|███████   | 11432/16050 [2:06:47<42:29,  1.81it/s]
Training 3/3 epoch (loss 0.3968):  71%|███████   | 11432/16050 [2:06:47<42:29,  1.81it/s]
Training 3/3 epoch (loss 0.3968):  71%|███████   | 11433/16050 [2:06:47<39:12,  1.96it/s]
Training 3/3 epoch (loss 0.0020):  71%|███████   | 11433/16050 [2:06:48<39:12,  1.96it/s]
Training 3/3 epoch (loss 0.0020):  71%|███████   | 11434/16050 [2:06:48<37:59,  2.02it/s]
Training 3/3 epoch (loss 0.3702):  71%|███████   | 11434/16050 [2:06:48<37:59,  2.02it/s]
Training 3/3 epoch (loss 0.3702):  71%|███████   | 11435/16050 [2:06:48<36:00,  2.14it/s]
Training 3/3 epoch (loss 0.4254):  71%|███████   | 11435/16050 [2:06:49<36:00,  2.14it/s]
Training 3/3 epoch (loss 0.4254):  71%|███████▏  | 11436/16050 [2:06:49<39:04,  1.97it/s]
Training 3/3 epoch (loss 0.0646):  71%|███████▏  | 11436/16050 [2:06:49<39:04,  1.97it/s]
Training 3/3 epoch (loss 0.0646):  71%|███████▏  | 11437/16050 [2:06:49<41:36,  1.85it/s]
Training 3/3 epoch (loss 0.0709):  71%|███████▏  | 11437/16050 [2:06:50<41:36,  1.85it/s]
Training 3/3 epoch (loss 0.0709):  71%|███████▏  | 11438/16050 [2:06:50<44:03,  1.74it/s]
Training 3/3 epoch (loss 0.0432):  71%|███████▏  | 11438/16050 [2:06:50<44:03,  1.74it/s]
Training 3/3 epoch (loss 0.0432):  71%|███████▏  | 11439/16050 [2:06:50<39:42,  1.94it/s]
Training 3/3 epoch (loss 0.0012):  71%|███████▏  | 11439/16050 [2:06:51<39:42,  1.94it/s]
Training 3/3 epoch (loss 0.0012):  71%|███████▏  | 11440/16050 [2:06:51<38:23,  2.00it/s]
Training 3/3 epoch (loss 0.0000):  71%|███████▏  | 11440/16050 [2:06:51<38:23,  2.00it/s]
Training 3/3 epoch (loss 0.0000):  71%|███████▏  | 11441/16050 [2:06:51<41:05,  1.87it/s]
Training 3/3 epoch (loss 0.0079):  71%|███████▏  | 11441/16050 [2:06:52<41:05,  1.87it/s]
Training 3/3 epoch (loss 0.0079):  71%|███████▏  | 11442/16050 [2:06:52<40:43,  1.89it/s]
Training 3/3 epoch (loss 0.0051):  71%|███████▏  | 11442/16050 [2:06:52<40:43,  1.89it/s]
Training 3/3 epoch (loss 0.0051):  71%|███████▏  | 11443/16050 [2:06:52<38:40,  1.99it/s]
Training 3/3 epoch (loss 0.0228):  71%|███████▏  | 11443/16050 [2:06:53<38:40,  1.99it/s]
Training 3/3 epoch (loss 0.0228):  71%|███████▏  | 11444/16050 [2:06:53<37:58,  2.02it/s]
Training 3/3 epoch (loss 0.0461):  71%|███████▏  | 11444/16050 [2:06:53<37:58,  2.02it/s]
Training 3/3 epoch (loss 0.0461):  71%|███████▏  | 11445/16050 [2:06:53<39:20,  1.95it/s]
Training 3/3 epoch (loss 0.3111):  71%|███████▏  | 11445/16050 [2:06:54<39:20,  1.95it/s]
Training 3/3 epoch (loss 0.3111):  71%|███████▏  | 11446/16050 [2:06:54<41:34,  1.85it/s]
Training 3/3 epoch (loss 0.2339):  71%|███████▏  | 11446/16050 [2:06:54<41:34,  1.85it/s]
Training 3/3 epoch (loss 0.2339):  71%|███████▏  | 11447/16050 [2:06:54<41:11,  1.86it/s]
Training 3/3 epoch (loss 0.0002):  71%|███████▏  | 11447/16050 [2:06:55<41:11,  1.86it/s]
Training 3/3 epoch (loss 0.0002):  71%|███████▏  | 11448/16050 [2:06:55<39:17,  1.95it/s]
Training 3/3 epoch (loss 0.0216):  71%|███████▏  | 11448/16050 [2:06:55<39:17,  1.95it/s]
Training 3/3 epoch (loss 0.0216):  71%|███████▏  | 11449/16050 [2:06:55<37:06,  2.07it/s]
Training 3/3 epoch (loss 0.4267):  71%|███████▏  | 11449/16050 [2:06:56<37:06,  2.07it/s]
Training 3/3 epoch (loss 0.4267):  71%|███████▏  | 11450/16050 [2:06:56<33:54,  2.26it/s]
Training 3/3 epoch (loss 0.4556):  71%|███████▏  | 11450/16050 [2:06:56<33:54,  2.26it/s]
Training 3/3 epoch (loss 0.4556):  71%|███████▏  | 11451/16050 [2:06:56<32:49,  2.33it/s]
Training 3/3 epoch (loss 0.0022):  71%|███████▏  | 11451/16050 [2:06:56<32:49,  2.33it/s]
Training 3/3 epoch (loss 0.0022):  71%|███████▏  | 11452/16050 [2:06:56<33:09,  2.31it/s]
Training 3/3 epoch (loss 0.0001):  71%|███████▏  | 11452/16050 [2:06:57<33:09,  2.31it/s]
Training 3/3 epoch (loss 0.0001):  71%|███████▏  | 11453/16050 [2:06:57<35:51,  2.14it/s]
Training 3/3 epoch (loss 0.1411):  71%|███████▏  | 11453/16050 [2:06:58<35:51,  2.14it/s]
Training 3/3 epoch (loss 0.1411):  71%|███████▏  | 11454/16050 [2:06:58<38:31,  1.99it/s]
Training 3/3 epoch (loss 0.4519):  71%|███████▏  | 11454/16050 [2:06:58<38:31,  1.99it/s]
Training 3/3 epoch (loss 0.4519):  71%|███████▏  | 11455/16050 [2:06:58<42:45,  1.79it/s]
Training 3/3 epoch (loss 0.0004):  71%|███████▏  | 11455/16050 [2:06:59<42:45,  1.79it/s]
Training 3/3 epoch (loss 0.0004):  71%|███████▏  | 11456/16050 [2:06:59<40:32,  1.89it/s]
Training 3/3 epoch (loss 0.3612):  71%|███████▏  | 11456/16050 [2:06:59<40:32,  1.89it/s]
Training 3/3 epoch (loss 0.3612):  71%|███████▏  | 11457/16050 [2:06:59<40:17,  1.90it/s]
Training 3/3 epoch (loss 0.2188):  71%|███████▏  | 11457/16050 [2:07:00<40:17,  1.90it/s]
Training 3/3 epoch (loss 0.2188):  71%|███████▏  | 11458/16050 [2:07:00<41:38,  1.84it/s]
Training 3/3 epoch (loss 0.0272):  71%|███████▏  | 11458/16050 [2:07:00<41:38,  1.84it/s]
Training 3/3 epoch (loss 0.0272):  71%|███████▏  | 11459/16050 [2:07:00<38:41,  1.98it/s]
Training 3/3 epoch (loss 0.0540):  71%|███████▏  | 11459/16050 [2:07:01<38:41,  1.98it/s]
Training 3/3 epoch (loss 0.0540):  71%|███████▏  | 11460/16050 [2:07:01<37:37,  2.03it/s]
Training 3/3 epoch (loss 0.0077):  71%|███████▏  | 11460/16050 [2:07:01<37:37,  2.03it/s]
Training 3/3 epoch (loss 0.0077):  71%|███████▏  | 11461/16050 [2:07:01<37:23,  2.05it/s]
Training 3/3 epoch (loss 0.0006):  71%|███████▏  | 11461/16050 [2:07:02<37:23,  2.05it/s]
Training 3/3 epoch (loss 0.0006):  71%|███████▏  | 11462/16050 [2:07:02<40:32,  1.89it/s]
Training 3/3 epoch (loss 0.0072):  71%|███████▏  | 11462/16050 [2:07:02<40:32,  1.89it/s]
Training 3/3 epoch (loss 0.0072):  71%|███████▏  | 11463/16050 [2:07:02<42:36,  1.79it/s]
Training 3/3 epoch (loss 0.0881):  71%|███████▏  | 11463/16050 [2:07:03<42:36,  1.79it/s]
Training 3/3 epoch (loss 0.0881):  71%|███████▏  | 11464/16050 [2:07:03<44:19,  1.72it/s]
Training 3/3 epoch (loss 0.3460):  71%|███████▏  | 11464/16050 [2:07:04<44:19,  1.72it/s]
Training 3/3 epoch (loss 0.3460):  71%|███████▏  | 11465/16050 [2:07:04<41:44,  1.83it/s]
Training 3/3 epoch (loss 0.8294):  71%|███████▏  | 11465/16050 [2:07:04<41:44,  1.83it/s]
Training 3/3 epoch (loss 0.8294):  71%|███████▏  | 11466/16050 [2:07:04<39:12,  1.95it/s]
Training 3/3 epoch (loss 0.0032):  71%|███████▏  | 11466/16050 [2:07:04<39:12,  1.95it/s]
Training 3/3 epoch (loss 0.0032):  71%|███████▏  | 11467/16050 [2:07:04<36:18,  2.10it/s]
Training 3/3 epoch (loss 0.0118):  71%|███████▏  | 11467/16050 [2:07:05<36:18,  2.10it/s]
Training 3/3 epoch (loss 0.0118):  71%|███████▏  | 11468/16050 [2:07:05<38:06,  2.00it/s]
Training 3/3 epoch (loss 0.1507):  71%|███████▏  | 11468/16050 [2:07:05<38:06,  2.00it/s]
Training 3/3 epoch (loss 0.1507):  71%|███████▏  | 11469/16050 [2:07:05<38:44,  1.97it/s]
Training 3/3 epoch (loss 0.0015):  71%|███████▏  | 11469/16050 [2:07:06<38:44,  1.97it/s]
Training 3/3 epoch (loss 0.0015):  71%|███████▏  | 11470/16050 [2:07:06<36:27,  2.09it/s]
Training 3/3 epoch (loss 0.4397):  71%|███████▏  | 11470/16050 [2:07:06<36:27,  2.09it/s]
Training 3/3 epoch (loss 0.4397):  71%|███████▏  | 11471/16050 [2:07:06<36:29,  2.09it/s]
Training 3/3 epoch (loss 0.0062):  71%|███████▏  | 11471/16050 [2:07:07<36:29,  2.09it/s]
Training 3/3 epoch (loss 0.0062):  71%|███████▏  | 11472/16050 [2:07:07<38:01,  2.01it/s]
Training 3/3 epoch (loss 0.0668):  71%|███████▏  | 11472/16050 [2:07:08<38:01,  2.01it/s]
Training 3/3 epoch (loss 0.0668):  71%|███████▏  | 11473/16050 [2:07:08<40:54,  1.86it/s]
Training 3/3 epoch (loss 0.1646):  71%|███████▏  | 11473/16050 [2:07:08<40:54,  1.86it/s]
Training 3/3 epoch (loss 0.1646):  71%|███████▏  | 11474/16050 [2:07:08<40:39,  1.88it/s]
Training 3/3 epoch (loss 0.4975):  71%|███████▏  | 11474/16050 [2:07:10<40:39,  1.88it/s]
Training 3/3 epoch (loss 0.4975):  71%|███████▏  | 11475/16050 [2:07:10<1:22:05,  1.08s/it]
Training 3/3 epoch (loss 0.0027):  71%|███████▏  | 11475/16050 [2:07:11<1:22:05,  1.08s/it]
Training 3/3 epoch (loss 0.0027):  72%|███████▏  | 11476/16050 [2:07:11<1:10:04,  1.09it/s]
Training 3/3 epoch (loss 0.0095):  72%|███████▏  | 11476/16050 [2:07:11<1:10:04,  1.09it/s]
Training 3/3 epoch (loss 0.0095):  72%|███████▏  | 11477/16050 [2:07:11<59:07,  1.29it/s]  
Training 3/3 epoch (loss 0.0007):  72%|███████▏  | 11477/16050 [2:07:12<59:07,  1.29it/s]
Training 3/3 epoch (loss 0.0007):  72%|███████▏  | 11478/16050 [2:07:12<53:37,  1.42it/s]
Training 3/3 epoch (loss 0.1839):  72%|███████▏  | 11478/16050 [2:07:12<53:37,  1.42it/s]
Training 3/3 epoch (loss 0.1839):  72%|███████▏  | 11479/16050 [2:07:12<48:26,  1.57it/s]
Training 3/3 epoch (loss 0.0437):  72%|███████▏  | 11479/16050 [2:07:13<48:26,  1.57it/s]
Training 3/3 epoch (loss 0.0437):  72%|███████▏  | 11480/16050 [2:07:13<43:14,  1.76it/s]
Training 3/3 epoch (loss 0.0907):  72%|███████▏  | 11480/16050 [2:07:13<43:14,  1.76it/s]
Training 3/3 epoch (loss 0.0907):  72%|███████▏  | 11481/16050 [2:07:13<42:25,  1.79it/s]
Training 3/3 epoch (loss 0.0028):  72%|███████▏  | 11481/16050 [2:07:14<42:25,  1.79it/s]
Training 3/3 epoch (loss 0.0028):  72%|███████▏  | 11482/16050 [2:07:14<44:52,  1.70it/s]
Training 3/3 epoch (loss 0.0051):  72%|███████▏  | 11482/16050 [2:07:15<44:52,  1.70it/s]
Training 3/3 epoch (loss 0.0051):  72%|███████▏  | 11483/16050 [2:07:15<46:30,  1.64it/s]
Training 3/3 epoch (loss 0.0047):  72%|███████▏  | 11483/16050 [2:07:15<46:30,  1.64it/s]
Training 3/3 epoch (loss 0.0047):  72%|███████▏  | 11484/16050 [2:07:15<44:54,  1.69it/s]
Training 3/3 epoch (loss 0.0022):  72%|███████▏  | 11484/16050 [2:07:16<44:54,  1.69it/s]
Training 3/3 epoch (loss 0.0022):  72%|███████▏  | 11485/16050 [2:07:16<41:51,  1.82it/s]
Training 3/3 epoch (loss 0.0011):  72%|███████▏  | 11485/16050 [2:07:16<41:51,  1.82it/s]
Training 3/3 epoch (loss 0.0011):  72%|███████▏  | 11486/16050 [2:07:16<43:34,  1.75it/s]
Training 3/3 epoch (loss 0.0005):  72%|███████▏  | 11486/16050 [2:07:17<43:34,  1.75it/s]
Training 3/3 epoch (loss 0.0005):  72%|███████▏  | 11487/16050 [2:07:17<46:48,  1.62it/s]
Training 3/3 epoch (loss 0.0005):  72%|███████▏  | 11487/16050 [2:07:18<46:48,  1.62it/s]
Training 3/3 epoch (loss 0.0005):  72%|███████▏  | 11488/16050 [2:07:18<52:44,  1.44it/s]
Training 3/3 epoch (loss 0.0548):  72%|███████▏  | 11488/16050 [2:07:18<52:44,  1.44it/s]
Training 3/3 epoch (loss 0.0548):  72%|███████▏  | 11489/16050 [2:07:18<51:04,  1.49it/s]
Training 3/3 epoch (loss 0.3867):  72%|███████▏  | 11489/16050 [2:07:19<51:04,  1.49it/s]
Training 3/3 epoch (loss 0.3867):  72%|███████▏  | 11490/16050 [2:07:19<44:43,  1.70it/s]
Training 3/3 epoch (loss 0.0511):  72%|███████▏  | 11490/16050 [2:07:20<44:43,  1.70it/s]
Training 3/3 epoch (loss 0.0511):  72%|███████▏  | 11491/16050 [2:07:20<45:24,  1.67it/s]
Training 3/3 epoch (loss 0.1089):  72%|███████▏  | 11491/16050 [2:07:20<45:24,  1.67it/s]
Training 3/3 epoch (loss 0.1089):  72%|███████▏  | 11492/16050 [2:07:20<43:04,  1.76it/s]
Training 3/3 epoch (loss 0.2363):  72%|███████▏  | 11492/16050 [2:07:21<43:04,  1.76it/s]
Training 3/3 epoch (loss 0.2363):  72%|███████▏  | 11493/16050 [2:07:21<52:22,  1.45it/s]
Training 3/3 epoch (loss 0.3769):  72%|███████▏  | 11493/16050 [2:07:22<52:22,  1.45it/s]
Training 3/3 epoch (loss 0.3769):  72%|███████▏  | 11494/16050 [2:07:22<52:51,  1.44it/s]
Training 3/3 epoch (loss 0.0354):  72%|███████▏  | 11494/16050 [2:07:22<52:51,  1.44it/s]
Training 3/3 epoch (loss 0.0354):  72%|███████▏  | 11495/16050 [2:07:22<50:29,  1.50it/s]
Training 3/3 epoch (loss 0.0624):  72%|███████▏  | 11495/16050 [2:07:23<50:29,  1.50it/s]
Training 3/3 epoch (loss 0.0624):  72%|███████▏  | 11496/16050 [2:07:23<47:39,  1.59it/s]
Training 3/3 epoch (loss 0.2736):  72%|███████▏  | 11496/16050 [2:07:23<47:39,  1.59it/s]
Training 3/3 epoch (loss 0.2736):  72%|███████▏  | 11497/16050 [2:07:23<41:43,  1.82it/s]
Training 3/3 epoch (loss 0.0029):  72%|███████▏  | 11497/16050 [2:07:24<41:43,  1.82it/s]
Training 3/3 epoch (loss 0.0029):  72%|███████▏  | 11498/16050 [2:07:24<38:32,  1.97it/s]
Training 3/3 epoch (loss 0.5427):  72%|███████▏  | 11498/16050 [2:07:25<38:32,  1.97it/s]
Training 3/3 epoch (loss 0.5427):  72%|███████▏  | 11499/16050 [2:07:25<48:55,  1.55it/s]
Training 3/3 epoch (loss 0.1373):  72%|███████▏  | 11499/16050 [2:07:25<48:55,  1.55it/s]
Training 3/3 epoch (loss 0.1373):  72%|███████▏  | 11500/16050 [2:07:25<43:30,  1.74it/s]
Training 3/3 epoch (loss 0.5006):  72%|███████▏  | 11500/16050 [2:07:26<43:30,  1.74it/s]
Training 3/3 epoch (loss 0.5006):  72%|███████▏  | 11501/16050 [2:07:26<44:05,  1.72it/s]
Training 3/3 epoch (loss 0.4153):  72%|███████▏  | 11501/16050 [2:07:26<44:05,  1.72it/s]
Training 3/3 epoch (loss 0.4153):  72%|███████▏  | 11502/16050 [2:07:26<39:54,  1.90it/s]
Training 3/3 epoch (loss 0.4591):  72%|███████▏  | 11502/16050 [2:07:27<39:54,  1.90it/s]
Training 3/3 epoch (loss 0.4591):  72%|███████▏  | 11503/16050 [2:07:27<42:18,  1.79it/s]
Training 3/3 epoch (loss 0.1982):  72%|███████▏  | 11503/16050 [2:07:28<42:18,  1.79it/s]
Training 3/3 epoch (loss 0.1982):  72%|███████▏  | 11504/16050 [2:07:28<52:26,  1.44it/s]
Training 3/3 epoch (loss 0.0771):  72%|███████▏  | 11504/16050 [2:07:28<52:26,  1.44it/s]
Training 3/3 epoch (loss 0.0771):  72%|███████▏  | 11505/16050 [2:07:28<48:41,  1.56it/s]
Training 3/3 epoch (loss 0.0195):  72%|███████▏  | 11505/16050 [2:07:29<48:41,  1.56it/s]
Training 3/3 epoch (loss 0.0195):  72%|███████▏  | 11506/16050 [2:07:29<52:26,  1.44it/s]
Training 3/3 epoch (loss 0.3158):  72%|███████▏  | 11506/16050 [2:07:29<52:26,  1.44it/s]
Training 3/3 epoch (loss 0.3158):  72%|███████▏  | 11507/16050 [2:07:29<47:18,  1.60it/s]
Training 3/3 epoch (loss 0.0126):  72%|███████▏  | 11507/16050 [2:07:30<47:18,  1.60it/s]
Training 3/3 epoch (loss 0.0126):  72%|███████▏  | 11508/16050 [2:07:30<44:39,  1.70it/s]
Training 3/3 epoch (loss 0.1542):  72%|███████▏  | 11508/16050 [2:07:30<44:39,  1.70it/s]
Training 3/3 epoch (loss 0.1542):  72%|███████▏  | 11509/16050 [2:07:30<41:59,  1.80it/s]
Training 3/3 epoch (loss 0.3791):  72%|███████▏  | 11509/16050 [2:07:31<41:59,  1.80it/s]
Training 3/3 epoch (loss 0.3791):  72%|███████▏  | 11510/16050 [2:07:31<38:41,  1.96it/s]
Training 3/3 epoch (loss 0.3193):  72%|███████▏  | 11510/16050 [2:07:31<38:41,  1.96it/s]
Training 3/3 epoch (loss 0.3193):  72%|███████▏  | 11511/16050 [2:07:31<41:48,  1.81it/s]
Training 3/3 epoch (loss 0.0469):  72%|███████▏  | 11511/16050 [2:07:32<41:48,  1.81it/s]
Training 3/3 epoch (loss 0.0469):  72%|███████▏  | 11512/16050 [2:07:32<45:08,  1.68it/s]
Training 3/3 epoch (loss 0.0006):  72%|███████▏  | 11512/16050 [2:07:33<45:08,  1.68it/s]
Training 3/3 epoch (loss 0.0006):  72%|███████▏  | 11513/16050 [2:07:33<43:32,  1.74it/s]
Training 3/3 epoch (loss 0.0236):  72%|███████▏  | 11513/16050 [2:07:33<43:32,  1.74it/s]
Training 3/3 epoch (loss 0.0236):  72%|███████▏  | 11514/16050 [2:07:33<44:42,  1.69it/s]
Training 3/3 epoch (loss 0.0050):  72%|███████▏  | 11514/16050 [2:07:34<44:42,  1.69it/s]
Training 3/3 epoch (loss 0.0050):  72%|███████▏  | 11515/16050 [2:07:34<46:59,  1.61it/s]
Training 3/3 epoch (loss 0.0044):  72%|███████▏  | 11515/16050 [2:07:35<46:59,  1.61it/s]
Training 3/3 epoch (loss 0.0044):  72%|███████▏  | 11516/16050 [2:07:35<45:03,  1.68it/s]
Training 3/3 epoch (loss 0.0114):  72%|███████▏  | 11516/16050 [2:07:35<45:03,  1.68it/s]
Training 3/3 epoch (loss 0.0114):  72%|███████▏  | 11517/16050 [2:07:35<42:11,  1.79it/s]
Training 3/3 epoch (loss 0.0007):  72%|███████▏  | 11517/16050 [2:07:35<42:11,  1.79it/s]
Training 3/3 epoch (loss 0.0007):  72%|███████▏  | 11518/16050 [2:07:35<38:15,  1.97it/s]
Training 3/3 epoch (loss 0.3204):  72%|███████▏  | 11518/16050 [2:07:38<38:15,  1.97it/s]
Training 3/3 epoch (loss 0.3204):  72%|███████▏  | 11519/16050 [2:07:38<1:17:22,  1.02s/it]
Training 3/3 epoch (loss 0.0018):  72%|███████▏  | 11519/16050 [2:07:38<1:17:22,  1.02s/it]
Training 3/3 epoch (loss 0.0018):  72%|███████▏  | 11520/16050 [2:07:38<1:07:39,  1.12it/s]
Training 3/3 epoch (loss 0.0270):  72%|███████▏  | 11520/16050 [2:07:39<1:07:39,  1.12it/s]
Training 3/3 epoch (loss 0.0270):  72%|███████▏  | 11521/16050 [2:07:39<1:00:58,  1.24it/s]
Training 3/3 epoch (loss 0.0019):  72%|███████▏  | 11521/16050 [2:07:39<1:00:58,  1.24it/s]
Training 3/3 epoch (loss 0.0019):  72%|███████▏  | 11522/16050 [2:07:39<55:06,  1.37it/s]  
Training 3/3 epoch (loss 0.0109):  72%|███████▏  | 11522/16050 [2:07:40<55:06,  1.37it/s]
Training 3/3 epoch (loss 0.0109):  72%|███████▏  | 11523/16050 [2:07:40<53:24,  1.41it/s]
Training 3/3 epoch (loss 0.0061):  72%|███████▏  | 11523/16050 [2:07:40<53:24,  1.41it/s]
Training 3/3 epoch (loss 0.0061):  72%|███████▏  | 11524/16050 [2:07:40<46:49,  1.61it/s]
Training 3/3 epoch (loss 0.0543):  72%|███████▏  | 11524/16050 [2:07:41<46:49,  1.61it/s]
Training 3/3 epoch (loss 0.0543):  72%|███████▏  | 11525/16050 [2:07:41<42:05,  1.79it/s]
Training 3/3 epoch (loss 0.0044):  72%|███████▏  | 11525/16050 [2:07:41<42:05,  1.79it/s]
Training 3/3 epoch (loss 0.0044):  72%|███████▏  | 11526/16050 [2:07:41<37:00,  2.04it/s]
Training 3/3 epoch (loss 0.5130):  72%|███████▏  | 11526/16050 [2:07:42<37:00,  2.04it/s]
Training 3/3 epoch (loss 0.5130):  72%|███████▏  | 11527/16050 [2:07:42<38:04,  1.98it/s]
Training 3/3 epoch (loss 0.0058):  72%|███████▏  | 11527/16050 [2:07:42<38:04,  1.98it/s]
Training 3/3 epoch (loss 0.0058):  72%|███████▏  | 11528/16050 [2:07:42<35:55,  2.10it/s]
Training 3/3 epoch (loss 0.4114):  72%|███████▏  | 11528/16050 [2:07:43<35:55,  2.10it/s]
Training 3/3 epoch (loss 0.4114):  72%|███████▏  | 11529/16050 [2:07:43<34:03,  2.21it/s]
Training 3/3 epoch (loss 0.0021):  72%|███████▏  | 11529/16050 [2:07:43<34:03,  2.21it/s]
Training 3/3 epoch (loss 0.0021):  72%|███████▏  | 11530/16050 [2:07:43<34:08,  2.21it/s]
Training 3/3 epoch (loss 0.2178):  72%|███████▏  | 11530/16050 [2:07:45<34:08,  2.21it/s]
Training 3/3 epoch (loss 0.2178):  72%|███████▏  | 11531/16050 [2:07:45<1:17:01,  1.02s/it]
Training 3/3 epoch (loss 0.0148):  72%|███████▏  | 11531/16050 [2:07:46<1:17:01,  1.02s/it]
Training 3/3 epoch (loss 0.0148):  72%|███████▏  | 11532/16050 [2:07:46<1:03:20,  1.19it/s]
Training 3/3 epoch (loss 0.0001):  72%|███████▏  | 11532/16050 [2:07:46<1:03:20,  1.19it/s]
Training 3/3 epoch (loss 0.0001):  72%|███████▏  | 11533/16050 [2:07:46<53:18,  1.41it/s]  
Training 3/3 epoch (loss 0.5547):  72%|███████▏  | 11533/16050 [2:07:47<53:18,  1.41it/s]
Training 3/3 epoch (loss 0.5547):  72%|███████▏  | 11534/16050 [2:07:47<45:32,  1.65it/s]
Training 3/3 epoch (loss 0.0146):  72%|███████▏  | 11534/16050 [2:07:47<45:32,  1.65it/s]
Training 3/3 epoch (loss 0.0146):  72%|███████▏  | 11535/16050 [2:07:47<45:10,  1.67it/s]
Training 3/3 epoch (loss 0.4474):  72%|███████▏  | 11535/16050 [2:07:48<45:10,  1.67it/s]
Training 3/3 epoch (loss 0.4474):  72%|███████▏  | 11536/16050 [2:07:48<40:48,  1.84it/s]
Training 3/3 epoch (loss 0.0015):  72%|███████▏  | 11536/16050 [2:07:48<40:48,  1.84it/s]
Training 3/3 epoch (loss 0.0015):  72%|███████▏  | 11537/16050 [2:07:48<40:23,  1.86it/s]
Training 3/3 epoch (loss 0.5174):  72%|███████▏  | 11537/16050 [2:07:49<40:23,  1.86it/s]
Training 3/3 epoch (loss 0.5174):  72%|███████▏  | 11538/16050 [2:07:49<42:00,  1.79it/s]
Training 3/3 epoch (loss 0.0004):  72%|███████▏  | 11538/16050 [2:07:49<42:00,  1.79it/s]
Training 3/3 epoch (loss 0.0004):  72%|███████▏  | 11539/16050 [2:07:49<39:30,  1.90it/s]
Training 3/3 epoch (loss 0.0007):  72%|███████▏  | 11539/16050 [2:07:50<39:30,  1.90it/s]
Training 3/3 epoch (loss 0.0007):  72%|███████▏  | 11540/16050 [2:07:50<43:31,  1.73it/s]
Training 3/3 epoch (loss 0.0003):  72%|███████▏  | 11540/16050 [2:07:50<43:31,  1.73it/s]
Training 3/3 epoch (loss 0.0003):  72%|███████▏  | 11541/16050 [2:07:50<40:37,  1.85it/s]
Training 3/3 epoch (loss 0.1375):  72%|███████▏  | 11541/16050 [2:07:51<40:37,  1.85it/s]
Training 3/3 epoch (loss 0.1375):  72%|███████▏  | 11542/16050 [2:07:51<37:10,  2.02it/s]
Training 3/3 epoch (loss 0.0338):  72%|███████▏  | 11542/16050 [2:07:51<37:10,  2.02it/s]
Training 3/3 epoch (loss 0.0338):  72%|███████▏  | 11543/16050 [2:07:51<35:12,  2.13it/s]
Training 3/3 epoch (loss 0.0055):  72%|███████▏  | 11543/16050 [2:07:52<35:12,  2.13it/s]
Training 3/3 epoch (loss 0.0055):  72%|███████▏  | 11544/16050 [2:07:52<40:23,  1.86it/s]
Training 3/3 epoch (loss 0.0033):  72%|███████▏  | 11544/16050 [2:07:52<40:23,  1.86it/s]
Training 3/3 epoch (loss 0.0033):  72%|███████▏  | 11545/16050 [2:07:52<41:18,  1.82it/s]
Training 3/3 epoch (loss 0.4580):  72%|███████▏  | 11545/16050 [2:07:53<41:18,  1.82it/s]
Training 3/3 epoch (loss 0.4580):  72%|███████▏  | 11546/16050 [2:07:53<40:42,  1.84it/s]
Training 3/3 epoch (loss 0.3125):  72%|███████▏  | 11546/16050 [2:07:54<40:42,  1.84it/s]
Training 3/3 epoch (loss 0.3125):  72%|███████▏  | 11547/16050 [2:07:54<43:17,  1.73it/s]
Training 3/3 epoch (loss 0.5366):  72%|███████▏  | 11547/16050 [2:07:54<43:17,  1.73it/s]
Training 3/3 epoch (loss 0.5366):  72%|███████▏  | 11548/16050 [2:07:54<42:00,  1.79it/s]
Training 3/3 epoch (loss 0.0379):  72%|███████▏  | 11548/16050 [2:07:55<42:00,  1.79it/s]
Training 3/3 epoch (loss 0.0379):  72%|███████▏  | 11549/16050 [2:07:55<52:29,  1.43it/s]
Training 3/3 epoch (loss 0.0013):  72%|███████▏  | 11549/16050 [2:07:56<52:29,  1.43it/s]
Training 3/3 epoch (loss 0.0013):  72%|███████▏  | 11550/16050 [2:07:56<47:30,  1.58it/s]
Training 3/3 epoch (loss 0.0404):  72%|███████▏  | 11550/16050 [2:07:56<47:30,  1.58it/s]
Training 3/3 epoch (loss 0.0404):  72%|███████▏  | 11551/16050 [2:07:56<45:33,  1.65it/s]
Training 3/3 epoch (loss 0.0206):  72%|███████▏  | 11551/16050 [2:07:57<45:33,  1.65it/s]
Training 3/3 epoch (loss 0.0206):  72%|███████▏  | 11552/16050 [2:07:57<57:48,  1.30it/s]
Training 3/3 epoch (loss 0.0925):  72%|███████▏  | 11552/16050 [2:07:58<57:48,  1.30it/s]
Training 3/3 epoch (loss 0.0925):  72%|███████▏  | 11553/16050 [2:07:58<51:22,  1.46it/s]
Training 3/3 epoch (loss 0.0502):  72%|███████▏  | 11553/16050 [2:07:58<51:22,  1.46it/s]
Training 3/3 epoch (loss 0.0502):  72%|███████▏  | 11554/16050 [2:07:58<45:09,  1.66it/s]
Training 3/3 epoch (loss 0.3859):  72%|███████▏  | 11554/16050 [2:07:59<45:09,  1.66it/s]
Training 3/3 epoch (loss 0.3859):  72%|███████▏  | 11555/16050 [2:07:59<49:56,  1.50it/s]
Training 3/3 epoch (loss 0.0066):  72%|███████▏  | 11555/16050 [2:07:59<49:56,  1.50it/s]
Training 3/3 epoch (loss 0.0066):  72%|███████▏  | 11556/16050 [2:07:59<46:39,  1.61it/s]
Training 3/3 epoch (loss 0.0132):  72%|███████▏  | 11556/16050 [2:08:00<46:39,  1.61it/s]
Training 3/3 epoch (loss 0.0132):  72%|███████▏  | 11557/16050 [2:08:00<41:48,  1.79it/s]
Training 3/3 epoch (loss 0.2106):  72%|███████▏  | 11557/16050 [2:08:02<41:48,  1.79it/s]
Training 3/3 epoch (loss 0.2106):  72%|███████▏  | 11558/16050 [2:08:02<1:19:28,  1.06s/it]
Training 3/3 epoch (loss 0.0179):  72%|███████▏  | 11558/16050 [2:08:03<1:19:28,  1.06s/it]
Training 3/3 epoch (loss 0.0179):  72%|███████▏  | 11559/16050 [2:08:03<1:05:41,  1.14it/s]
Training 3/3 epoch (loss 0.0288):  72%|███████▏  | 11559/16050 [2:08:03<1:05:41,  1.14it/s]
Training 3/3 epoch (loss 0.0288):  72%|███████▏  | 11560/16050 [2:08:03<55:34,  1.35it/s]  
Training 3/3 epoch (loss 0.0003):  72%|███████▏  | 11560/16050 [2:08:03<55:34,  1.35it/s]
Training 3/3 epoch (loss 0.0003):  72%|███████▏  | 11561/16050 [2:08:03<48:55,  1.53it/s]
Training 3/3 epoch (loss 0.2819):  72%|███████▏  | 11561/16050 [2:08:04<48:55,  1.53it/s]
Training 3/3 epoch (loss 0.2819):  72%|███████▏  | 11562/16050 [2:08:04<44:31,  1.68it/s]
Training 3/3 epoch (loss 0.3783):  72%|███████▏  | 11562/16050 [2:08:05<44:31,  1.68it/s]
Training 3/3 epoch (loss 0.3783):  72%|███████▏  | 11563/16050 [2:08:05<50:28,  1.48it/s]
Training 3/3 epoch (loss 0.0798):  72%|███████▏  | 11563/16050 [2:08:05<50:28,  1.48it/s]
Training 3/3 epoch (loss 0.0798):  72%|███████▏  | 11564/16050 [2:08:05<47:11,  1.58it/s]
Training 3/3 epoch (loss 0.0055):  72%|███████▏  | 11564/16050 [2:08:06<47:11,  1.58it/s]
Training 3/3 epoch (loss 0.0055):  72%|███████▏  | 11565/16050 [2:08:06<46:37,  1.60it/s]
Training 3/3 epoch (loss 0.4521):  72%|███████▏  | 11565/16050 [2:08:06<46:37,  1.60it/s]
Training 3/3 epoch (loss 0.4521):  72%|███████▏  | 11566/16050 [2:08:06<44:23,  1.68it/s]
Training 3/3 epoch (loss 0.0573):  72%|███████▏  | 11566/16050 [2:08:07<44:23,  1.68it/s]
Training 3/3 epoch (loss 0.0573):  72%|███████▏  | 11567/16050 [2:08:07<44:49,  1.67it/s]
Training 3/3 epoch (loss 0.0018):  72%|███████▏  | 11567/16050 [2:08:08<44:49,  1.67it/s]
Training 3/3 epoch (loss 0.0018):  72%|███████▏  | 11568/16050 [2:08:08<43:32,  1.72it/s]
Training 3/3 epoch (loss 0.0740):  72%|███████▏  | 11568/16050 [2:08:08<43:32,  1.72it/s]
Training 3/3 epoch (loss 0.0740):  72%|███████▏  | 11569/16050 [2:08:08<42:32,  1.76it/s]
Training 3/3 epoch (loss 0.2092):  72%|███████▏  | 11569/16050 [2:08:10<42:32,  1.76it/s]
Training 3/3 epoch (loss 0.2092):  72%|███████▏  | 11570/16050 [2:08:10<1:19:50,  1.07s/it]
Training 3/3 epoch (loss 0.3062):  72%|███████▏  | 11570/16050 [2:08:11<1:19:50,  1.07s/it]
Training 3/3 epoch (loss 0.3062):  72%|███████▏  | 11571/16050 [2:08:11<1:06:18,  1.13it/s]
Training 3/3 epoch (loss 0.0005):  72%|███████▏  | 11571/16050 [2:08:11<1:06:18,  1.13it/s]
Training 3/3 epoch (loss 0.0005):  72%|███████▏  | 11572/16050 [2:08:11<1:00:15,  1.24it/s]
Training 3/3 epoch (loss 0.1489):  72%|███████▏  | 11572/16050 [2:08:14<1:00:15,  1.24it/s]
Training 3/3 epoch (loss 0.1489):  72%|███████▏  | 11573/16050 [2:08:14<1:32:28,  1.24s/it]
Training 3/3 epoch (loss 0.0621):  72%|███████▏  | 11573/16050 [2:08:14<1:32:28,  1.24s/it]
Training 3/3 epoch (loss 0.0621):  72%|███████▏  | 11574/16050 [2:08:14<1:19:36,  1.07s/it]
Training 3/3 epoch (loss 0.0235):  72%|███████▏  | 11574/16050 [2:08:15<1:19:36,  1.07s/it]
Training 3/3 epoch (loss 0.0235):  72%|███████▏  | 11575/16050 [2:08:15<1:09:40,  1.07it/s]
Training 3/3 epoch (loss 0.0420):  72%|███████▏  | 11575/16050 [2:08:16<1:09:40,  1.07it/s]
Training 3/3 epoch (loss 0.0420):  72%|███████▏  | 11576/16050 [2:08:16<1:02:05,  1.20it/s]
Training 3/3 epoch (loss 0.0205):  72%|███████▏  | 11576/16050 [2:08:16<1:02:05,  1.20it/s]
Training 3/3 epoch (loss 0.0205):  72%|███████▏  | 11577/16050 [2:08:16<56:39,  1.32it/s]  
Training 3/3 epoch (loss 0.0306):  72%|███████▏  | 11577/16050 [2:08:17<56:39,  1.32it/s]
Training 3/3 epoch (loss 0.0306):  72%|███████▏  | 11578/16050 [2:08:17<54:32,  1.37it/s]
Training 3/3 epoch (loss 0.3822):  72%|███████▏  | 11578/16050 [2:08:17<54:32,  1.37it/s]
Training 3/3 epoch (loss 0.3822):  72%|███████▏  | 11579/16050 [2:08:17<48:44,  1.53it/s]
Training 3/3 epoch (loss 0.0294):  72%|███████▏  | 11579/16050 [2:08:18<48:44,  1.53it/s]
Training 3/3 epoch (loss 0.0294):  72%|███████▏  | 11580/16050 [2:08:18<43:30,  1.71it/s]
Training 3/3 epoch (loss 0.0119):  72%|███████▏  | 11580/16050 [2:08:18<43:30,  1.71it/s]
Training 3/3 epoch (loss 0.0119):  72%|███████▏  | 11581/16050 [2:08:18<44:33,  1.67it/s]
Training 3/3 epoch (loss 0.0093):  72%|███████▏  | 11581/16050 [2:08:19<44:33,  1.67it/s]
Training 3/3 epoch (loss 0.0093):  72%|███████▏  | 11582/16050 [2:08:19<43:05,  1.73it/s]
Training 3/3 epoch (loss 0.0452):  72%|███████▏  | 11582/16050 [2:08:19<43:05,  1.73it/s]
Training 3/3 epoch (loss 0.0452):  72%|███████▏  | 11583/16050 [2:08:19<40:17,  1.85it/s]
Training 3/3 epoch (loss 0.0009):  72%|███████▏  | 11583/16050 [2:08:20<40:17,  1.85it/s]
Training 3/3 epoch (loss 0.0009):  72%|███████▏  | 11584/16050 [2:08:20<40:16,  1.85it/s]
Training 3/3 epoch (loss 0.0176):  72%|███████▏  | 11584/16050 [2:08:20<40:16,  1.85it/s]
Training 3/3 epoch (loss 0.0176):  72%|███████▏  | 11585/16050 [2:08:20<41:42,  1.78it/s]
Training 3/3 epoch (loss 0.0020):  72%|███████▏  | 11585/16050 [2:08:21<41:42,  1.78it/s]
Training 3/3 epoch (loss 0.0020):  72%|███████▏  | 11586/16050 [2:08:21<38:19,  1.94it/s]
Training 3/3 epoch (loss 0.0019):  72%|███████▏  | 11586/16050 [2:08:21<38:19,  1.94it/s]
Training 3/3 epoch (loss 0.0019):  72%|███████▏  | 11587/16050 [2:08:21<38:36,  1.93it/s]
Training 3/3 epoch (loss 0.0155):  72%|███████▏  | 11587/16050 [2:08:22<38:36,  1.93it/s]
Training 3/3 epoch (loss 0.0155):  72%|███████▏  | 11588/16050 [2:08:22<42:17,  1.76it/s]
Training 3/3 epoch (loss 0.0048):  72%|███████▏  | 11588/16050 [2:08:23<42:17,  1.76it/s]
Training 3/3 epoch (loss 0.0048):  72%|███████▏  | 11589/16050 [2:08:23<43:31,  1.71it/s]
Training 3/3 epoch (loss 0.0597):  72%|███████▏  | 11589/16050 [2:08:23<43:31,  1.71it/s]
Training 3/3 epoch (loss 0.0597):  72%|███████▏  | 11590/16050 [2:08:23<39:04,  1.90it/s]
Training 3/3 epoch (loss 0.0013):  72%|███████▏  | 11590/16050 [2:08:23<39:04,  1.90it/s]
Training 3/3 epoch (loss 0.0013):  72%|███████▏  | 11591/16050 [2:08:23<34:05,  2.18it/s]
Training 3/3 epoch (loss 0.0854):  72%|███████▏  | 11591/16050 [2:08:24<34:05,  2.18it/s]
Training 3/3 epoch (loss 0.0854):  72%|███████▏  | 11592/16050 [2:08:24<37:26,  1.98it/s]
Training 3/3 epoch (loss 0.2344):  72%|███████▏  | 11592/16050 [2:08:25<37:26,  1.98it/s]
Training 3/3 epoch (loss 0.2344):  72%|███████▏  | 11593/16050 [2:08:25<40:13,  1.85it/s]
Training 3/3 epoch (loss 0.1189):  72%|███████▏  | 11593/16050 [2:08:25<40:13,  1.85it/s]
Training 3/3 epoch (loss 0.1189):  72%|███████▏  | 11594/16050 [2:08:25<37:01,  2.01it/s]
Training 3/3 epoch (loss 0.0462):  72%|███████▏  | 11594/16050 [2:08:26<37:01,  2.01it/s]
Training 3/3 epoch (loss 0.0462):  72%|███████▏  | 11595/16050 [2:08:26<37:33,  1.98it/s]
Training 3/3 epoch (loss 0.0035):  72%|███████▏  | 11595/16050 [2:08:26<37:33,  1.98it/s]
Training 3/3 epoch (loss 0.0035):  72%|███████▏  | 11596/16050 [2:08:26<43:31,  1.71it/s]
Training 3/3 epoch (loss 0.0015):  72%|███████▏  | 11596/16050 [2:08:27<43:31,  1.71it/s]
Training 3/3 epoch (loss 0.0015):  72%|███████▏  | 11597/16050 [2:08:27<42:31,  1.75it/s]
Training 3/3 epoch (loss 0.0318):  72%|███████▏  | 11597/16050 [2:08:28<42:31,  1.75it/s]
Training 3/3 epoch (loss 0.0318):  72%|███████▏  | 11598/16050 [2:08:28<45:11,  1.64it/s]
Training 3/3 epoch (loss 0.0003):  72%|███████▏  | 11598/16050 [2:08:28<45:11,  1.64it/s]
Training 3/3 epoch (loss 0.0003):  72%|███████▏  | 11599/16050 [2:08:28<46:00,  1.61it/s]
Training 3/3 epoch (loss 0.3016):  72%|███████▏  | 11599/16050 [2:08:29<46:00,  1.61it/s]
Training 3/3 epoch (loss 0.3016):  72%|███████▏  | 11600/16050 [2:08:29<47:32,  1.56it/s]
Training 3/3 epoch (loss 0.2346):  72%|███████▏  | 11600/16050 [2:08:31<47:32,  1.56it/s]
Training 3/3 epoch (loss 0.2346):  72%|███████▏  | 11601/16050 [2:08:31<1:25:26,  1.15s/it]
Training 3/3 epoch (loss 0.0018):  72%|███████▏  | 11601/16050 [2:08:32<1:25:26,  1.15s/it]
Training 3/3 epoch (loss 0.0018):  72%|███████▏  | 11602/16050 [2:08:32<1:09:02,  1.07it/s]
Training 3/3 epoch (loss 0.2910):  72%|███████▏  | 11602/16050 [2:08:32<1:09:02,  1.07it/s]
Training 3/3 epoch (loss 0.2910):  72%|███████▏  | 11603/16050 [2:08:32<57:04,  1.30it/s]  
Training 3/3 epoch (loss 0.1785):  72%|███████▏  | 11603/16050 [2:08:33<57:04,  1.30it/s]
Training 3/3 epoch (loss 0.1785):  72%|███████▏  | 11604/16050 [2:08:33<51:24,  1.44it/s]
Training 3/3 epoch (loss 0.0217):  72%|███████▏  | 11604/16050 [2:08:33<51:24,  1.44it/s]
Training 3/3 epoch (loss 0.0217):  72%|███████▏  | 11605/16050 [2:08:33<49:28,  1.50it/s]
Training 3/3 epoch (loss 0.0281):  72%|███████▏  | 11605/16050 [2:08:34<49:28,  1.50it/s]
Training 3/3 epoch (loss 0.0281):  72%|███████▏  | 11606/16050 [2:08:34<49:33,  1.49it/s]
Training 3/3 epoch (loss 0.0044):  72%|███████▏  | 11606/16050 [2:08:34<49:33,  1.49it/s]
Training 3/3 epoch (loss 0.0044):  72%|███████▏  | 11607/16050 [2:08:34<48:40,  1.52it/s]
Training 3/3 epoch (loss 0.2152):  72%|███████▏  | 11607/16050 [2:08:37<48:40,  1.52it/s]
Training 3/3 epoch (loss 0.2152):  72%|███████▏  | 11608/16050 [2:08:37<1:23:27,  1.13s/it]
Training 3/3 epoch (loss 0.0117):  72%|███████▏  | 11608/16050 [2:08:37<1:23:27,  1.13s/it]
Training 3/3 epoch (loss 0.0117):  72%|███████▏  | 11609/16050 [2:08:37<1:09:37,  1.06it/s]
Training 3/3 epoch (loss 0.2604):  72%|███████▏  | 11609/16050 [2:08:38<1:09:37,  1.06it/s]
Training 3/3 epoch (loss 0.2604):  72%|███████▏  | 11610/16050 [2:08:38<59:06,  1.25it/s]  
Training 3/3 epoch (loss 0.0027):  72%|███████▏  | 11610/16050 [2:08:38<59:06,  1.25it/s]
Training 3/3 epoch (loss 0.0027):  72%|███████▏  | 11611/16050 [2:08:38<51:40,  1.43it/s]
Training 3/3 epoch (loss 0.0121):  72%|███████▏  | 11611/16050 [2:08:39<51:40,  1.43it/s]
Training 3/3 epoch (loss 0.0121):  72%|███████▏  | 11612/16050 [2:08:39<49:44,  1.49it/s]
Training 3/3 epoch (loss 0.7207):  72%|███████▏  | 11612/16050 [2:08:41<49:44,  1.49it/s]
Training 3/3 epoch (loss 0.7207):  72%|███████▏  | 11613/16050 [2:08:41<1:24:16,  1.14s/it]
Training 3/3 epoch (loss 0.0041):  72%|███████▏  | 11613/16050 [2:08:41<1:24:16,  1.14s/it]
Training 3/3 epoch (loss 0.0041):  72%|███████▏  | 11614/16050 [2:08:41<1:09:12,  1.07it/s]
Training 3/3 epoch (loss 0.0375):  72%|███████▏  | 11614/16050 [2:08:42<1:09:12,  1.07it/s]
Training 3/3 epoch (loss 0.0375):  72%|███████▏  | 11615/16050 [2:08:42<58:34,  1.26it/s]  
Training 3/3 epoch (loss 0.4145):  72%|███████▏  | 11615/16050 [2:08:42<58:34,  1.26it/s]
Training 3/3 epoch (loss 0.4145):  72%|███████▏  | 11616/16050 [2:08:42<49:25,  1.50it/s]
Training 3/3 epoch (loss 0.0327):  72%|███████▏  | 11616/16050 [2:08:43<49:25,  1.50it/s]
Training 3/3 epoch (loss 0.0327):  72%|███████▏  | 11617/16050 [2:08:43<49:50,  1.48it/s]
Training 3/3 epoch (loss 0.0029):  72%|███████▏  | 11617/16050 [2:08:44<49:50,  1.48it/s]
Training 3/3 epoch (loss 0.0029):  72%|███████▏  | 11618/16050 [2:08:44<49:23,  1.50it/s]
Training 3/3 epoch (loss 0.0004):  72%|███████▏  | 11618/16050 [2:08:44<49:23,  1.50it/s]
Training 3/3 epoch (loss 0.0004):  72%|███████▏  | 11619/16050 [2:08:44<46:14,  1.60it/s]
Training 3/3 epoch (loss 0.0103):  72%|███████▏  | 11619/16050 [2:08:45<46:14,  1.60it/s]
Training 3/3 epoch (loss 0.0103):  72%|███████▏  | 11620/16050 [2:08:45<44:31,  1.66it/s]
Training 3/3 epoch (loss 0.0013):  72%|███████▏  | 11620/16050 [2:08:45<44:31,  1.66it/s]
Training 3/3 epoch (loss 0.0013):  72%|███████▏  | 11621/16050 [2:08:45<41:22,  1.78it/s]
Training 3/3 epoch (loss 0.1219):  72%|███████▏  | 11621/16050 [2:08:46<41:22,  1.78it/s]
Training 3/3 epoch (loss 0.1219):  72%|███████▏  | 11622/16050 [2:08:46<39:00,  1.89it/s]
Training 3/3 epoch (loss 0.0141):  72%|███████▏  | 11622/16050 [2:08:46<39:00,  1.89it/s]
Training 3/3 epoch (loss 0.0141):  72%|███████▏  | 11623/16050 [2:08:46<45:23,  1.63it/s]
Training 3/3 epoch (loss 0.2490):  72%|███████▏  | 11623/16050 [2:08:47<45:23,  1.63it/s]
Training 3/3 epoch (loss 0.2490):  72%|███████▏  | 11624/16050 [2:08:47<45:30,  1.62it/s]
Training 3/3 epoch (loss 0.2464):  72%|███████▏  | 11624/16050 [2:08:48<45:30,  1.62it/s]
Training 3/3 epoch (loss 0.2464):  72%|███████▏  | 11625/16050 [2:08:48<44:56,  1.64it/s]
Training 3/3 epoch (loss 0.2998):  72%|███████▏  | 11625/16050 [2:08:48<44:56,  1.64it/s]
Training 3/3 epoch (loss 0.2998):  72%|███████▏  | 11626/16050 [2:08:48<43:26,  1.70it/s]
Training 3/3 epoch (loss 0.0037):  72%|███████▏  | 11626/16050 [2:08:49<43:26,  1.70it/s]
Training 3/3 epoch (loss 0.0037):  72%|███████▏  | 11627/16050 [2:08:49<41:43,  1.77it/s]
Training 3/3 epoch (loss 0.4161):  72%|███████▏  | 11627/16050 [2:08:49<41:43,  1.77it/s]
Training 3/3 epoch (loss 0.4161):  72%|███████▏  | 11628/16050 [2:08:49<40:44,  1.81it/s]
Training 3/3 epoch (loss 0.2975):  72%|███████▏  | 11628/16050 [2:08:50<40:44,  1.81it/s]
Training 3/3 epoch (loss 0.2975):  72%|███████▏  | 11629/16050 [2:08:50<38:52,  1.90it/s]
Training 3/3 epoch (loss 0.0061):  72%|███████▏  | 11629/16050 [2:08:50<38:52,  1.90it/s]
Training 3/3 epoch (loss 0.0061):  72%|███████▏  | 11630/16050 [2:08:50<35:50,  2.06it/s]
Training 3/3 epoch (loss 0.2394):  72%|███████▏  | 11630/16050 [2:08:51<35:50,  2.06it/s]
Training 3/3 epoch (loss 0.2394):  72%|███████▏  | 11631/16050 [2:08:51<36:30,  2.02it/s]
Training 3/3 epoch (loss 0.0002):  72%|███████▏  | 11631/16050 [2:08:51<36:30,  2.02it/s]
Training 3/3 epoch (loss 0.0002):  72%|███████▏  | 11632/16050 [2:08:51<39:52,  1.85it/s]
Training 3/3 epoch (loss 0.0352):  72%|███████▏  | 11632/16050 [2:08:52<39:52,  1.85it/s]
Training 3/3 epoch (loss 0.0352):  72%|███████▏  | 11633/16050 [2:08:52<45:49,  1.61it/s]
Training 3/3 epoch (loss 0.0279):  72%|███████▏  | 11633/16050 [2:08:53<45:49,  1.61it/s]
Training 3/3 epoch (loss 0.0279):  72%|███████▏  | 11634/16050 [2:08:53<42:53,  1.72it/s]
Training 3/3 epoch (loss 0.0009):  72%|███████▏  | 11634/16050 [2:08:53<42:53,  1.72it/s]
Training 3/3 epoch (loss 0.0009):  72%|███████▏  | 11635/16050 [2:08:53<38:00,  1.94it/s]
Training 3/3 epoch (loss 0.6672):  72%|███████▏  | 11635/16050 [2:08:53<38:00,  1.94it/s]
Training 3/3 epoch (loss 0.6672):  72%|███████▏  | 11636/16050 [2:08:53<38:20,  1.92it/s]
Training 3/3 epoch (loss 0.0000):  72%|███████▏  | 11636/16050 [2:08:54<38:20,  1.92it/s]
Training 3/3 epoch (loss 0.0000):  73%|███████▎  | 11637/16050 [2:08:54<35:39,  2.06it/s]
Training 3/3 epoch (loss 0.0538):  73%|███████▎  | 11637/16050 [2:08:54<35:39,  2.06it/s]
Training 3/3 epoch (loss 0.0538):  73%|███████▎  | 11638/16050 [2:08:54<32:18,  2.28it/s]
Training 3/3 epoch (loss 0.0508):  73%|███████▎  | 11638/16050 [2:08:55<32:18,  2.28it/s]
Training 3/3 epoch (loss 0.0508):  73%|███████▎  | 11639/16050 [2:08:55<36:09,  2.03it/s]
Training 3/3 epoch (loss 0.0184):  73%|███████▎  | 11639/16050 [2:08:55<36:09,  2.03it/s]
Training 3/3 epoch (loss 0.0184):  73%|███████▎  | 11640/16050 [2:08:55<39:37,  1.85it/s]
Training 3/3 epoch (loss 0.0029):  73%|███████▎  | 11640/16050 [2:08:56<39:37,  1.85it/s]
Training 3/3 epoch (loss 0.0029):  73%|███████▎  | 11641/16050 [2:08:56<43:12,  1.70it/s]
Training 3/3 epoch (loss 0.3990):  73%|███████▎  | 11641/16050 [2:08:57<43:12,  1.70it/s]
Training 3/3 epoch (loss 0.3990):  73%|███████▎  | 11642/16050 [2:08:57<38:23,  1.91it/s]
Training 3/3 epoch (loss 0.3235):  73%|███████▎  | 11642/16050 [2:08:57<38:23,  1.91it/s]
Training 3/3 epoch (loss 0.3235):  73%|███████▎  | 11643/16050 [2:08:57<35:27,  2.07it/s]
Training 3/3 epoch (loss 0.0072):  73%|███████▎  | 11643/16050 [2:08:57<35:27,  2.07it/s]
Training 3/3 epoch (loss 0.0072):  73%|███████▎  | 11644/16050 [2:08:57<36:46,  2.00it/s]
Training 3/3 epoch (loss 0.4712):  73%|███████▎  | 11644/16050 [2:08:58<36:46,  2.00it/s]
Training 3/3 epoch (loss 0.4712):  73%|███████▎  | 11645/16050 [2:08:58<34:15,  2.14it/s]
Training 3/3 epoch (loss 0.0048):  73%|███████▎  | 11645/16050 [2:08:59<34:15,  2.14it/s]
Training 3/3 epoch (loss 0.0048):  73%|███████▎  | 11646/16050 [2:08:59<38:57,  1.88it/s]
Training 3/3 epoch (loss 0.0201):  73%|███████▎  | 11646/16050 [2:08:59<38:57,  1.88it/s]
Training 3/3 epoch (loss 0.0201):  73%|███████▎  | 11647/16050 [2:08:59<45:16,  1.62it/s]
Training 3/3 epoch (loss 0.0055):  73%|███████▎  | 11647/16050 [2:09:00<45:16,  1.62it/s]
Training 3/3 epoch (loss 0.0055):  73%|███████▎  | 11648/16050 [2:09:00<45:07,  1.63it/s]
Training 3/3 epoch (loss 0.0410):  73%|███████▎  | 11648/16050 [2:09:00<45:07,  1.63it/s]
Training 3/3 epoch (loss 0.0410):  73%|███████▎  | 11649/16050 [2:09:00<43:06,  1.70it/s]
Training 3/3 epoch (loss 0.0037):  73%|███████▎  | 11649/16050 [2:09:01<43:06,  1.70it/s]
Training 3/3 epoch (loss 0.0037):  73%|███████▎  | 11650/16050 [2:09:01<39:06,  1.88it/s]
Training 3/3 epoch (loss 0.0048):  73%|███████▎  | 11650/16050 [2:09:01<39:06,  1.88it/s]
Training 3/3 epoch (loss 0.0048):  73%|███████▎  | 11651/16050 [2:09:01<37:36,  1.95it/s]
Training 3/3 epoch (loss 0.0914):  73%|███████▎  | 11651/16050 [2:09:02<37:36,  1.95it/s]
Training 3/3 epoch (loss 0.0914):  73%|███████▎  | 11652/16050 [2:09:02<36:40,  2.00it/s]
Training 3/3 epoch (loss 0.1385):  73%|███████▎  | 11652/16050 [2:09:02<36:40,  2.00it/s]
Training 3/3 epoch (loss 0.1385):  73%|███████▎  | 11653/16050 [2:09:02<35:59,  2.04it/s]
Training 3/3 epoch (loss 0.0310):  73%|███████▎  | 11653/16050 [2:09:03<35:59,  2.04it/s]
Training 3/3 epoch (loss 0.0310):  73%|███████▎  | 11654/16050 [2:09:03<35:42,  2.05it/s]
Training 3/3 epoch (loss 0.4911):  73%|███████▎  | 11654/16050 [2:09:03<35:42,  2.05it/s]
Training 3/3 epoch (loss 0.4911):  73%|███████▎  | 11655/16050 [2:09:03<32:44,  2.24it/s]
Training 3/3 epoch (loss 0.0050):  73%|███████▎  | 11655/16050 [2:09:03<32:44,  2.24it/s]
Training 3/3 epoch (loss 0.0050):  73%|███████▎  | 11656/16050 [2:09:03<30:23,  2.41it/s]
Training 3/3 epoch (loss 0.0031):  73%|███████▎  | 11656/16050 [2:09:04<30:23,  2.41it/s]
Training 3/3 epoch (loss 0.0031):  73%|███████▎  | 11657/16050 [2:09:04<32:52,  2.23it/s]
Training 3/3 epoch (loss 0.3925):  73%|███████▎  | 11657/16050 [2:09:04<32:52,  2.23it/s]
Training 3/3 epoch (loss 0.3925):  73%|███████▎  | 11658/16050 [2:09:04<30:53,  2.37it/s]
Training 3/3 epoch (loss 0.0172):  73%|███████▎  | 11658/16050 [2:09:06<30:53,  2.37it/s]
Training 3/3 epoch (loss 0.0172):  73%|███████▎  | 11659/16050 [2:09:06<49:39,  1.47it/s]
Training 3/3 epoch (loss 0.0005):  73%|███████▎  | 11659/16050 [2:09:06<49:39,  1.47it/s]
Training 3/3 epoch (loss 0.0005):  73%|███████▎  | 11660/16050 [2:09:06<44:57,  1.63it/s]
Training 3/3 epoch (loss 0.0259):  73%|███████▎  | 11660/16050 [2:09:07<44:57,  1.63it/s]
Training 3/3 epoch (loss 0.0259):  73%|███████▎  | 11661/16050 [2:09:07<44:42,  1.64it/s]
Training 3/3 epoch (loss 0.0073):  73%|███████▎  | 11661/16050 [2:09:07<44:42,  1.64it/s]
Training 3/3 epoch (loss 0.0073):  73%|███████▎  | 11662/16050 [2:09:07<41:38,  1.76it/s]
Training 3/3 epoch (loss 0.0198):  73%|███████▎  | 11662/16050 [2:09:08<41:38,  1.76it/s]
Training 3/3 epoch (loss 0.0198):  73%|███████▎  | 11663/16050 [2:09:08<41:14,  1.77it/s]
Training 3/3 epoch (loss 0.0000):  73%|███████▎  | 11663/16050 [2:09:08<41:14,  1.77it/s]
Training 3/3 epoch (loss 0.0000):  73%|███████▎  | 11664/16050 [2:09:08<36:56,  1.98it/s]
Training 3/3 epoch (loss 0.0504):  73%|███████▎  | 11664/16050 [2:09:09<36:56,  1.98it/s]
Training 3/3 epoch (loss 0.0504):  73%|███████▎  | 11665/16050 [2:09:09<36:04,  2.03it/s]
Training 3/3 epoch (loss 0.3845):  73%|███████▎  | 11665/16050 [2:09:11<36:04,  2.03it/s]
Training 3/3 epoch (loss 0.3845):  73%|███████▎  | 11666/16050 [2:09:11<1:14:09,  1.01s/it]
Training 3/3 epoch (loss 0.0010):  73%|███████▎  | 11666/16050 [2:09:12<1:14:09,  1.01s/it]
Training 3/3 epoch (loss 0.0010):  73%|███████▎  | 11667/16050 [2:09:12<1:11:02,  1.03it/s]
Training 3/3 epoch (loss 0.2537):  73%|███████▎  | 11667/16050 [2:09:12<1:11:02,  1.03it/s]
Training 3/3 epoch (loss 0.2537):  73%|███████▎  | 11668/16050 [2:09:12<1:00:19,  1.21it/s]
Training 3/3 epoch (loss 0.0020):  73%|███████▎  | 11668/16050 [2:09:13<1:00:19,  1.21it/s]
Training 3/3 epoch (loss 0.0020):  73%|███████▎  | 11669/16050 [2:09:13<56:47,  1.29it/s]  
Training 3/3 epoch (loss 0.0034):  73%|███████▎  | 11669/16050 [2:09:13<56:47,  1.29it/s]
Training 3/3 epoch (loss 0.0034):  73%|███████▎  | 11670/16050 [2:09:13<53:25,  1.37it/s]
Training 3/3 epoch (loss 0.3781):  73%|███████▎  | 11670/16050 [2:09:14<53:25,  1.37it/s]
Training 3/3 epoch (loss 0.3781):  73%|███████▎  | 11671/16050 [2:09:14<46:34,  1.57it/s]
Training 3/3 epoch (loss 0.0397):  73%|███████▎  | 11671/16050 [2:09:14<46:34,  1.57it/s]
Training 3/3 epoch (loss 0.0397):  73%|███████▎  | 11672/16050 [2:09:14<43:44,  1.67it/s]
Training 3/3 epoch (loss 0.0004):  73%|███████▎  | 11672/16050 [2:09:15<43:44,  1.67it/s]
Training 3/3 epoch (loss 0.0004):  73%|███████▎  | 11673/16050 [2:09:15<42:07,  1.73it/s]
Training 3/3 epoch (loss 0.0143):  73%|███████▎  | 11673/16050 [2:09:15<42:07,  1.73it/s]
Training 3/3 epoch (loss 0.0143):  73%|███████▎  | 11674/16050 [2:09:15<39:19,  1.85it/s]
Training 3/3 epoch (loss 0.0003):  73%|███████▎  | 11674/16050 [2:09:16<39:19,  1.85it/s]
Training 3/3 epoch (loss 0.0003):  73%|███████▎  | 11675/16050 [2:09:16<41:22,  1.76it/s]
Training 3/3 epoch (loss 0.1059):  73%|███████▎  | 11675/16050 [2:09:16<41:22,  1.76it/s]
Training 3/3 epoch (loss 0.1059):  73%|███████▎  | 11676/16050 [2:09:16<37:41,  1.93it/s]
Training 3/3 epoch (loss 0.0038):  73%|███████▎  | 11676/16050 [2:09:17<37:41,  1.93it/s]
Training 3/3 epoch (loss 0.0038):  73%|███████▎  | 11677/16050 [2:09:17<49:54,  1.46it/s]
Training 3/3 epoch (loss 0.5679):  73%|███████▎  | 11677/16050 [2:09:20<49:54,  1.46it/s]
Training 3/3 epoch (loss 0.5679):  73%|███████▎  | 11678/16050 [2:09:20<1:24:16,  1.16s/it]
Training 3/3 epoch (loss 0.0001):  73%|███████▎  | 11678/16050 [2:09:20<1:24:16,  1.16s/it]
Training 3/3 epoch (loss 0.0001):  73%|███████▎  | 11679/16050 [2:09:20<1:10:41,  1.03it/s]
Training 3/3 epoch (loss 0.1671):  73%|███████▎  | 11679/16050 [2:09:21<1:10:41,  1.03it/s]
Training 3/3 epoch (loss 0.1671):  73%|███████▎  | 11680/16050 [2:09:21<1:03:23,  1.15it/s]
Training 3/3 epoch (loss 0.0096):  73%|███████▎  | 11680/16050 [2:09:22<1:03:23,  1.15it/s]
Training 3/3 epoch (loss 0.0096):  73%|███████▎  | 11681/16050 [2:09:22<59:34,  1.22it/s]  
Training 3/3 epoch (loss 0.0003):  73%|███████▎  | 11681/16050 [2:09:22<59:34,  1.22it/s]
Training 3/3 epoch (loss 0.0003):  73%|███████▎  | 11682/16050 [2:09:22<50:39,  1.44it/s]
Training 3/3 epoch (loss 0.0023):  73%|███████▎  | 11682/16050 [2:09:22<50:39,  1.44it/s]
Training 3/3 epoch (loss 0.0023):  73%|███████▎  | 11683/16050 [2:09:22<46:25,  1.57it/s]
Training 3/3 epoch (loss 0.0001):  73%|███████▎  | 11683/16050 [2:09:23<46:25,  1.57it/s]
Training 3/3 epoch (loss 0.0001):  73%|███████▎  | 11684/16050 [2:09:23<46:52,  1.55it/s]
Training 3/3 epoch (loss 0.4064):  73%|███████▎  | 11684/16050 [2:09:23<46:52,  1.55it/s]
Training 3/3 epoch (loss 0.4064):  73%|███████▎  | 11685/16050 [2:09:23<39:11,  1.86it/s]
Training 3/3 epoch (loss 0.0015):  73%|███████▎  | 11685/16050 [2:09:24<39:11,  1.86it/s]
Training 3/3 epoch (loss 0.0015):  73%|███████▎  | 11686/16050 [2:09:24<37:57,  1.92it/s]
Training 3/3 epoch (loss 0.0055):  73%|███████▎  | 11686/16050 [2:09:25<37:57,  1.92it/s]
Training 3/3 epoch (loss 0.0055):  73%|███████▎  | 11687/16050 [2:09:25<40:50,  1.78it/s]
Training 3/3 epoch (loss 0.6717):  73%|███████▎  | 11687/16050 [2:09:25<40:50,  1.78it/s]
Training 3/3 epoch (loss 0.6717):  73%|███████▎  | 11688/16050 [2:09:25<40:19,  1.80it/s]
Training 3/3 epoch (loss 0.0525):  73%|███████▎  | 11688/16050 [2:09:26<40:19,  1.80it/s]
Training 3/3 epoch (loss 0.0525):  73%|███████▎  | 11689/16050 [2:09:26<39:29,  1.84it/s]
Training 3/3 epoch (loss 0.0314):  73%|███████▎  | 11689/16050 [2:09:26<39:29,  1.84it/s]
Training 3/3 epoch (loss 0.0314):  73%|███████▎  | 11690/16050 [2:09:26<39:28,  1.84it/s]
Training 3/3 epoch (loss 0.0005):  73%|███████▎  | 11690/16050 [2:09:27<39:28,  1.84it/s]
Training 3/3 epoch (loss 0.0005):  73%|███████▎  | 11691/16050 [2:09:27<36:40,  1.98it/s]
Training 3/3 epoch (loss 0.0165):  73%|███████▎  | 11691/16050 [2:09:27<36:40,  1.98it/s]
Training 3/3 epoch (loss 0.0165):  73%|███████▎  | 11692/16050 [2:09:27<42:16,  1.72it/s]
Training 3/3 epoch (loss 0.5004):  73%|███████▎  | 11692/16050 [2:09:28<42:16,  1.72it/s]
Training 3/3 epoch (loss 0.5004):  73%|███████▎  | 11693/16050 [2:09:28<41:06,  1.77it/s]
Training 3/3 epoch (loss 0.2411):  73%|███████▎  | 11693/16050 [2:09:28<41:06,  1.77it/s]
Training 3/3 epoch (loss 0.2411):  73%|███████▎  | 11694/16050 [2:09:28<42:11,  1.72it/s]
Training 3/3 epoch (loss 0.5023):  73%|███████▎  | 11694/16050 [2:09:29<42:11,  1.72it/s]
Training 3/3 epoch (loss 0.5023):  73%|███████▎  | 11695/16050 [2:09:29<48:12,  1.51it/s]
Training 3/3 epoch (loss 0.0087):  73%|███████▎  | 11695/16050 [2:09:30<48:12,  1.51it/s]
Training 3/3 epoch (loss 0.0087):  73%|███████▎  | 11696/16050 [2:09:30<44:46,  1.62it/s]
Training 3/3 epoch (loss 0.0016):  73%|███████▎  | 11696/16050 [2:09:30<44:46,  1.62it/s]
Training 3/3 epoch (loss 0.0016):  73%|███████▎  | 11697/16050 [2:09:30<41:19,  1.76it/s]
Training 3/3 epoch (loss 0.0083):  73%|███████▎  | 11697/16050 [2:09:31<41:19,  1.76it/s]
Training 3/3 epoch (loss 0.0083):  73%|███████▎  | 11698/16050 [2:09:31<42:10,  1.72it/s]
Training 3/3 epoch (loss 0.0636):  73%|███████▎  | 11698/16050 [2:09:31<42:10,  1.72it/s]
Training 3/3 epoch (loss 0.0636):  73%|███████▎  | 11699/16050 [2:09:31<38:45,  1.87it/s]
Training 3/3 epoch (loss 0.0632):  73%|███████▎  | 11699/16050 [2:09:32<38:45,  1.87it/s]
Training 3/3 epoch (loss 0.0632):  73%|███████▎  | 11700/16050 [2:09:32<41:07,  1.76it/s]
Training 3/3 epoch (loss 0.0219):  73%|███████▎  | 11700/16050 [2:09:32<41:07,  1.76it/s]
Training 3/3 epoch (loss 0.0219):  73%|███████▎  | 11701/16050 [2:09:32<38:48,  1.87it/s]
Training 3/3 epoch (loss 0.0008):  73%|███████▎  | 11701/16050 [2:09:33<38:48,  1.87it/s]
Training 3/3 epoch (loss 0.0008):  73%|███████▎  | 11702/16050 [2:09:33<38:26,  1.89it/s]
Training 3/3 epoch (loss 0.1690):  73%|███████▎  | 11702/16050 [2:09:33<38:26,  1.89it/s]
Training 3/3 epoch (loss 0.1690):  73%|███████▎  | 11703/16050 [2:09:33<38:15,  1.89it/s]
Training 3/3 epoch (loss 0.0022):  73%|███████▎  | 11703/16050 [2:09:34<38:15,  1.89it/s]
Training 3/3 epoch (loss 0.0022):  73%|███████▎  | 11704/16050 [2:09:34<39:54,  1.82it/s]
Training 3/3 epoch (loss 0.0270):  73%|███████▎  | 11704/16050 [2:09:35<39:54,  1.82it/s]
Training 3/3 epoch (loss 0.0270):  73%|███████▎  | 11705/16050 [2:09:35<39:21,  1.84it/s]
Training 3/3 epoch (loss 0.0535):  73%|███████▎  | 11705/16050 [2:09:35<39:21,  1.84it/s]
Training 3/3 epoch (loss 0.0535):  73%|███████▎  | 11706/16050 [2:09:35<42:26,  1.71it/s]
Training 3/3 epoch (loss 0.0115):  73%|███████▎  | 11706/16050 [2:09:36<42:26,  1.71it/s]
Training 3/3 epoch (loss 0.0115):  73%|███████▎  | 11707/16050 [2:09:36<41:01,  1.76it/s]
Training 3/3 epoch (loss 0.3605):  73%|███████▎  | 11707/16050 [2:09:37<41:01,  1.76it/s]
Training 3/3 epoch (loss 0.3605):  73%|███████▎  | 11708/16050 [2:09:37<54:28,  1.33it/s]
Training 3/3 epoch (loss 0.0639):  73%|███████▎  | 11708/16050 [2:09:37<54:28,  1.33it/s]
Training 3/3 epoch (loss 0.0639):  73%|███████▎  | 11709/16050 [2:09:37<47:44,  1.52it/s]
Training 3/3 epoch (loss 0.0657):  73%|███████▎  | 11709/16050 [2:09:38<47:44,  1.52it/s]
Training 3/3 epoch (loss 0.0657):  73%|███████▎  | 11710/16050 [2:09:38<51:39,  1.40it/s]
Training 3/3 epoch (loss 0.0803):  73%|███████▎  | 11710/16050 [2:09:39<51:39,  1.40it/s]
Training 3/3 epoch (loss 0.0803):  73%|███████▎  | 11711/16050 [2:09:39<49:56,  1.45it/s]
Training 3/3 epoch (loss 0.0087):  73%|███████▎  | 11711/16050 [2:09:40<49:56,  1.45it/s]
Training 3/3 epoch (loss 0.0087):  73%|███████▎  | 11712/16050 [2:09:40<48:38,  1.49it/s]
Training 3/3 epoch (loss 0.0116):  73%|███████▎  | 11712/16050 [2:09:40<48:38,  1.49it/s]
Training 3/3 epoch (loss 0.0116):  73%|███████▎  | 11713/16050 [2:09:40<46:54,  1.54it/s]
Training 3/3 epoch (loss 0.0541):  73%|███████▎  | 11713/16050 [2:09:41<46:54,  1.54it/s]
Training 3/3 epoch (loss 0.0541):  73%|███████▎  | 11714/16050 [2:09:41<43:56,  1.64it/s]
Training 3/3 epoch (loss 0.0001):  73%|███████▎  | 11714/16050 [2:09:41<43:56,  1.64it/s]
Training 3/3 epoch (loss 0.0001):  73%|███████▎  | 11715/16050 [2:09:41<40:28,  1.79it/s]
Training 3/3 epoch (loss 0.0069):  73%|███████▎  | 11715/16050 [2:09:42<40:28,  1.79it/s]
Training 3/3 epoch (loss 0.0069):  73%|███████▎  | 11716/16050 [2:09:42<41:54,  1.72it/s]
Training 3/3 epoch (loss 0.3102):  73%|███████▎  | 11716/16050 [2:09:42<41:54,  1.72it/s]
Training 3/3 epoch (loss 0.3102):  73%|███████▎  | 11717/16050 [2:09:42<40:16,  1.79it/s]
Training 3/3 epoch (loss 0.0300):  73%|███████▎  | 11717/16050 [2:09:43<40:16,  1.79it/s]
Training 3/3 epoch (loss 0.0300):  73%|███████▎  | 11718/16050 [2:09:43<42:49,  1.69it/s]
Training 3/3 epoch (loss 0.0452):  73%|███████▎  | 11718/16050 [2:09:44<42:49,  1.69it/s]
Training 3/3 epoch (loss 0.0452):  73%|███████▎  | 11719/16050 [2:09:44<48:20,  1.49it/s]
Training 3/3 epoch (loss 0.0296):  73%|███████▎  | 11719/16050 [2:09:44<48:20,  1.49it/s]
Training 3/3 epoch (loss 0.0296):  73%|███████▎  | 11720/16050 [2:09:44<44:26,  1.62it/s]
Training 3/3 epoch (loss 0.0007):  73%|███████▎  | 11720/16050 [2:09:45<44:26,  1.62it/s]
Training 3/3 epoch (loss 0.0007):  73%|███████▎  | 11721/16050 [2:09:45<40:46,  1.77it/s]
Training 3/3 epoch (loss 0.1065):  73%|███████▎  | 11721/16050 [2:09:45<40:46,  1.77it/s]
Training 3/3 epoch (loss 0.1065):  73%|███████▎  | 11722/16050 [2:09:45<38:48,  1.86it/s]
Training 3/3 epoch (loss 0.0303):  73%|███████▎  | 11722/16050 [2:09:46<38:48,  1.86it/s]
Training 3/3 epoch (loss 0.0303):  73%|███████▎  | 11723/16050 [2:09:46<37:53,  1.90it/s]
Training 3/3 epoch (loss 0.1433):  73%|███████▎  | 11723/16050 [2:09:46<37:53,  1.90it/s]
Training 3/3 epoch (loss 0.1433):  73%|███████▎  | 11724/16050 [2:09:46<39:31,  1.82it/s]
Training 3/3 epoch (loss 0.0987):  73%|███████▎  | 11724/16050 [2:09:47<39:31,  1.82it/s]
Training 3/3 epoch (loss 0.0987):  73%|███████▎  | 11725/16050 [2:09:47<41:07,  1.75it/s]
Training 3/3 epoch (loss 0.5488):  73%|███████▎  | 11725/16050 [2:09:47<41:07,  1.75it/s]
Training 3/3 epoch (loss 0.5488):  73%|███████▎  | 11726/16050 [2:09:47<39:06,  1.84it/s]
Training 3/3 epoch (loss 0.2365):  73%|███████▎  | 11726/16050 [2:09:48<39:06,  1.84it/s]
Training 3/3 epoch (loss 0.2365):  73%|███████▎  | 11727/16050 [2:09:48<38:53,  1.85it/s]
Training 3/3 epoch (loss 0.0047):  73%|███████▎  | 11727/16050 [2:09:48<38:53,  1.85it/s]
Training 3/3 epoch (loss 0.0047):  73%|███████▎  | 11728/16050 [2:09:48<37:34,  1.92it/s]
Training 3/3 epoch (loss 0.4201):  73%|███████▎  | 11728/16050 [2:09:49<37:34,  1.92it/s]
Training 3/3 epoch (loss 0.4201):  73%|███████▎  | 11729/16050 [2:09:49<36:30,  1.97it/s]
Training 3/3 epoch (loss 0.0275):  73%|███████▎  | 11729/16050 [2:09:49<36:30,  1.97it/s]
Training 3/3 epoch (loss 0.0275):  73%|███████▎  | 11730/16050 [2:09:49<35:53,  2.01it/s]
Training 3/3 epoch (loss 0.0015):  73%|███████▎  | 11730/16050 [2:09:50<35:53,  2.01it/s]
Training 3/3 epoch (loss 0.0015):  73%|███████▎  | 11731/16050 [2:09:50<32:46,  2.20it/s]
Training 3/3 epoch (loss 0.0090):  73%|███████▎  | 11731/16050 [2:09:50<32:46,  2.20it/s]
Training 3/3 epoch (loss 0.0090):  73%|███████▎  | 11732/16050 [2:09:50<36:33,  1.97it/s]
Training 3/3 epoch (loss 0.0861):  73%|███████▎  | 11732/16050 [2:09:51<36:33,  1.97it/s]
Training 3/3 epoch (loss 0.0861):  73%|███████▎  | 11733/16050 [2:09:51<42:41,  1.69it/s]
Training 3/3 epoch (loss 0.3460):  73%|███████▎  | 11733/16050 [2:09:52<42:41,  1.69it/s]
Training 3/3 epoch (loss 0.3460):  73%|███████▎  | 11734/16050 [2:09:52<47:10,  1.52it/s]
Training 3/3 epoch (loss 0.1232):  73%|███████▎  | 11734/16050 [2:09:53<47:10,  1.52it/s]
Training 3/3 epoch (loss 0.1232):  73%|███████▎  | 11735/16050 [2:09:53<48:41,  1.48it/s]
Training 3/3 epoch (loss 0.2960):  73%|███████▎  | 11735/16050 [2:09:55<48:41,  1.48it/s]
Training 3/3 epoch (loss 0.2960):  73%|███████▎  | 11736/16050 [2:09:55<1:24:43,  1.18s/it]
Training 3/3 epoch (loss 0.0206):  73%|███████▎  | 11736/16050 [2:09:55<1:24:43,  1.18s/it]
Training 3/3 epoch (loss 0.0206):  73%|███████▎  | 11737/16050 [2:09:55<1:09:35,  1.03it/s]
Training 3/3 epoch (loss 0.2203):  73%|███████▎  | 11737/16050 [2:09:56<1:09:35,  1.03it/s]
Training 3/3 epoch (loss 0.2203):  73%|███████▎  | 11738/16050 [2:09:56<1:01:41,  1.16it/s]
Training 3/3 epoch (loss 0.0462):  73%|███████▎  | 11738/16050 [2:09:57<1:01:41,  1.16it/s]
Training 3/3 epoch (loss 0.0462):  73%|███████▎  | 11739/16050 [2:09:57<56:58,  1.26it/s]  
Training 3/3 epoch (loss 0.0335):  73%|███████▎  | 11739/16050 [2:09:57<56:58,  1.26it/s]
Training 3/3 epoch (loss 0.0335):  73%|███████▎  | 11740/16050 [2:09:57<50:00,  1.44it/s]
Training 3/3 epoch (loss 0.1159):  73%|███████▎  | 11740/16050 [2:09:58<50:00,  1.44it/s]
Training 3/3 epoch (loss 0.1159):  73%|███████▎  | 11741/16050 [2:09:58<48:22,  1.48it/s]
Training 3/3 epoch (loss 0.0952):  73%|███████▎  | 11741/16050 [2:09:58<48:22,  1.48it/s]
Training 3/3 epoch (loss 0.0952):  73%|███████▎  | 11742/16050 [2:09:58<46:57,  1.53it/s]
Training 3/3 epoch (loss 0.0009):  73%|███████▎  | 11742/16050 [2:09:59<46:57,  1.53it/s]
Training 3/3 epoch (loss 0.0009):  73%|███████▎  | 11743/16050 [2:09:59<51:08,  1.40it/s]
Training 3/3 epoch (loss 0.3536):  73%|███████▎  | 11743/16050 [2:10:00<51:08,  1.40it/s]
Training 3/3 epoch (loss 0.3536):  73%|███████▎  | 11744/16050 [2:10:00<46:20,  1.55it/s]
Training 3/3 epoch (loss 0.0152):  73%|███████▎  | 11744/16050 [2:10:00<46:20,  1.55it/s]
Training 3/3 epoch (loss 0.0152):  73%|███████▎  | 11745/16050 [2:10:00<39:23,  1.82it/s]
Training 3/3 epoch (loss 0.0311):  73%|███████▎  | 11745/16050 [2:10:01<39:23,  1.82it/s]
Training 3/3 epoch (loss 0.0311):  73%|███████▎  | 11746/16050 [2:10:01<41:55,  1.71it/s]
Training 3/3 epoch (loss 0.2526):  73%|███████▎  | 11746/16050 [2:10:03<41:55,  1.71it/s]
Training 3/3 epoch (loss 0.2526):  73%|███████▎  | 11747/16050 [2:10:03<1:19:50,  1.11s/it]
Training 3/3 epoch (loss 0.0058):  73%|███████▎  | 11747/16050 [2:10:04<1:19:50,  1.11s/it]
Training 3/3 epoch (loss 0.0058):  73%|███████▎  | 11748/16050 [2:10:04<1:09:46,  1.03it/s]
Training 3/3 epoch (loss 0.0711):  73%|███████▎  | 11748/16050 [2:10:04<1:09:46,  1.03it/s]
Training 3/3 epoch (loss 0.0711):  73%|███████▎  | 11749/16050 [2:10:04<1:01:39,  1.16it/s]
Training 3/3 epoch (loss 0.1281):  73%|███████▎  | 11749/16050 [2:10:07<1:01:39,  1.16it/s]
Training 3/3 epoch (loss 0.1281):  73%|███████▎  | 11750/16050 [2:10:07<1:30:53,  1.27s/it]
Training 3/3 epoch (loss 0.0006):  73%|███████▎  | 11750/16050 [2:10:07<1:30:53,  1.27s/it]
Training 3/3 epoch (loss 0.0006):  73%|███████▎  | 11751/16050 [2:10:07<1:19:41,  1.11s/it]
Training 3/3 epoch (loss 0.3287):  73%|███████▎  | 11751/16050 [2:10:08<1:19:41,  1.11s/it]
Training 3/3 epoch (loss 0.3287):  73%|███████▎  | 11752/16050 [2:10:08<1:04:36,  1.11it/s]
Training 3/3 epoch (loss 0.0007):  73%|███████▎  | 11752/16050 [2:10:08<1:04:36,  1.11it/s]
Training 3/3 epoch (loss 0.0007):  73%|███████▎  | 11753/16050 [2:10:08<55:10,  1.30it/s]  
Training 3/3 epoch (loss 0.0984):  73%|███████▎  | 11753/16050 [2:10:09<55:10,  1.30it/s]
Training 3/3 epoch (loss 0.0984):  73%|███████▎  | 11754/16050 [2:10:09<49:35,  1.44it/s]
Training 3/3 epoch (loss 0.2656):  73%|███████▎  | 11754/16050 [2:10:09<49:35,  1.44it/s]
Training 3/3 epoch (loss 0.2656):  73%|███████▎  | 11755/16050 [2:10:09<43:50,  1.63it/s]
Training 3/3 epoch (loss 0.2761):  73%|███████▎  | 11755/16050 [2:10:10<43:50,  1.63it/s]
Training 3/3 epoch (loss 0.2761):  73%|███████▎  | 11756/16050 [2:10:10<41:36,  1.72it/s]
Training 3/3 epoch (loss 0.0253):  73%|███████▎  | 11756/16050 [2:10:10<41:36,  1.72it/s]
Training 3/3 epoch (loss 0.0253):  73%|███████▎  | 11757/16050 [2:10:10<43:13,  1.66it/s]
Training 3/3 epoch (loss 0.0848):  73%|███████▎  | 11757/16050 [2:10:11<43:13,  1.66it/s]
Training 3/3 epoch (loss 0.0848):  73%|███████▎  | 11758/16050 [2:10:11<39:46,  1.80it/s]
Training 3/3 epoch (loss 0.0041):  73%|███████▎  | 11758/16050 [2:10:11<39:46,  1.80it/s]
Training 3/3 epoch (loss 0.0041):  73%|███████▎  | 11759/16050 [2:10:11<37:50,  1.89it/s]
Training 3/3 epoch (loss 0.3770):  73%|███████▎  | 11759/16050 [2:10:12<37:50,  1.89it/s]
Training 3/3 epoch (loss 0.3770):  73%|███████▎  | 11760/16050 [2:10:12<36:42,  1.95it/s]
Training 3/3 epoch (loss 0.2387):  73%|███████▎  | 11760/16050 [2:10:12<36:42,  1.95it/s]
Training 3/3 epoch (loss 0.2387):  73%|███████▎  | 11761/16050 [2:10:12<41:12,  1.73it/s]
Training 3/3 epoch (loss 0.3682):  73%|███████▎  | 11761/16050 [2:10:13<41:12,  1.73it/s]
Training 3/3 epoch (loss 0.3682):  73%|███████▎  | 11762/16050 [2:10:13<38:54,  1.84it/s]
Training 3/3 epoch (loss 0.0142):  73%|███████▎  | 11762/16050 [2:10:14<38:54,  1.84it/s]
Training 3/3 epoch (loss 0.0142):  73%|███████▎  | 11763/16050 [2:10:14<45:36,  1.57it/s]
Training 3/3 epoch (loss 0.2130):  73%|███████▎  | 11763/16050 [2:10:14<45:36,  1.57it/s]
Training 3/3 epoch (loss 0.2130):  73%|███████▎  | 11764/16050 [2:10:14<39:20,  1.82it/s]
Training 3/3 epoch (loss 0.3042):  73%|███████▎  | 11764/16050 [2:10:14<39:20,  1.82it/s]
Training 3/3 epoch (loss 0.3042):  73%|███████▎  | 11765/16050 [2:10:14<34:05,  2.09it/s]
Training 3/3 epoch (loss 0.3008):  73%|███████▎  | 11765/16050 [2:10:15<34:05,  2.09it/s]
Training 3/3 epoch (loss 0.3008):  73%|███████▎  | 11766/16050 [2:10:15<32:52,  2.17it/s]
Training 3/3 epoch (loss 0.0322):  73%|███████▎  | 11766/16050 [2:10:15<32:52,  2.17it/s]
Training 3/3 epoch (loss 0.0322):  73%|███████▎  | 11767/16050 [2:10:15<37:27,  1.91it/s]
Training 3/3 epoch (loss 0.3908):  73%|███████▎  | 11767/16050 [2:10:16<37:27,  1.91it/s]
Training 3/3 epoch (loss 0.3908):  73%|███████▎  | 11768/16050 [2:10:16<34:55,  2.04it/s]
Training 3/3 epoch (loss 0.2454):  73%|███████▎  | 11768/16050 [2:10:16<34:55,  2.04it/s]
Training 3/3 epoch (loss 0.2454):  73%|███████▎  | 11769/16050 [2:10:16<33:30,  2.13it/s]
Training 3/3 epoch (loss 0.0003):  73%|███████▎  | 11769/16050 [2:10:17<33:30,  2.13it/s]
Training 3/3 epoch (loss 0.0003):  73%|███████▎  | 11770/16050 [2:10:17<33:33,  2.13it/s]
Training 3/3 epoch (loss 0.0192):  73%|███████▎  | 11770/16050 [2:10:17<33:33,  2.13it/s]
Training 3/3 epoch (loss 0.0192):  73%|███████▎  | 11771/16050 [2:10:17<33:16,  2.14it/s]
Training 3/3 epoch (loss 0.0094):  73%|███████▎  | 11771/16050 [2:10:18<33:16,  2.14it/s]
Training 3/3 epoch (loss 0.0094):  73%|███████▎  | 11772/16050 [2:10:18<34:43,  2.05it/s]
Training 3/3 epoch (loss 0.0034):  73%|███████▎  | 11772/16050 [2:10:18<34:43,  2.05it/s]
Training 3/3 epoch (loss 0.0034):  73%|███████▎  | 11773/16050 [2:10:18<33:52,  2.10it/s]
Training 3/3 epoch (loss 0.4980):  73%|███████▎  | 11773/16050 [2:10:19<33:52,  2.10it/s]
Training 3/3 epoch (loss 0.4980):  73%|███████▎  | 11774/16050 [2:10:19<31:00,  2.30it/s]
Training 3/3 epoch (loss 0.3087):  73%|███████▎  | 11774/16050 [2:10:19<31:00,  2.30it/s]
Training 3/3 epoch (loss 0.3087):  73%|███████▎  | 11775/16050 [2:10:19<31:17,  2.28it/s]
Training 3/3 epoch (loss 0.0024):  73%|███████▎  | 11775/16050 [2:10:20<31:17,  2.28it/s]
Training 3/3 epoch (loss 0.0024):  73%|███████▎  | 11776/16050 [2:10:20<34:48,  2.05it/s]
Training 3/3 epoch (loss 0.0158):  73%|███████▎  | 11776/16050 [2:10:20<34:48,  2.05it/s]
Training 3/3 epoch (loss 0.0158):  73%|███████▎  | 11777/16050 [2:10:20<38:47,  1.84it/s]
Training 3/3 epoch (loss 0.0002):  73%|███████▎  | 11777/16050 [2:10:21<38:47,  1.84it/s]
Training 3/3 epoch (loss 0.0002):  73%|███████▎  | 11778/16050 [2:10:21<40:14,  1.77it/s]
Training 3/3 epoch (loss 0.0006):  73%|███████▎  | 11778/16050 [2:10:21<40:14,  1.77it/s]
Training 3/3 epoch (loss 0.0006):  73%|███████▎  | 11779/16050 [2:10:21<39:07,  1.82it/s]
Training 3/3 epoch (loss 0.0115):  73%|███████▎  | 11779/16050 [2:10:22<39:07,  1.82it/s]
Training 3/3 epoch (loss 0.0115):  73%|███████▎  | 11780/16050 [2:10:22<41:05,  1.73it/s]
Training 3/3 epoch (loss 0.0176):  73%|███████▎  | 11780/16050 [2:10:23<41:05,  1.73it/s]
Training 3/3 epoch (loss 0.0176):  73%|███████▎  | 11781/16050 [2:10:23<40:02,  1.78it/s]
Training 3/3 epoch (loss 0.0032):  73%|███████▎  | 11781/16050 [2:10:23<40:02,  1.78it/s]
Training 3/3 epoch (loss 0.0032):  73%|███████▎  | 11782/16050 [2:10:23<37:44,  1.88it/s]
Training 3/3 epoch (loss 0.0063):  73%|███████▎  | 11782/16050 [2:10:23<37:44,  1.88it/s]
Training 3/3 epoch (loss 0.0063):  73%|███████▎  | 11783/16050 [2:10:23<33:23,  2.13it/s]
Training 3/3 epoch (loss 0.4349):  73%|███████▎  | 11783/16050 [2:10:24<33:23,  2.13it/s]
Training 3/3 epoch (loss 0.4349):  73%|███████▎  | 11784/16050 [2:10:24<32:47,  2.17it/s]
Training 3/3 epoch (loss 0.0024):  73%|███████▎  | 11784/16050 [2:10:24<32:47,  2.17it/s]
Training 3/3 epoch (loss 0.0024):  73%|███████▎  | 11785/16050 [2:10:24<33:58,  2.09it/s]
Training 3/3 epoch (loss 0.0014):  73%|███████▎  | 11785/16050 [2:10:25<33:58,  2.09it/s]
Training 3/3 epoch (loss 0.0014):  73%|███████▎  | 11786/16050 [2:10:25<33:33,  2.12it/s]
Training 3/3 epoch (loss 0.0017):  73%|███████▎  | 11786/16050 [2:10:26<33:33,  2.12it/s]
Training 3/3 epoch (loss 0.0017):  73%|███████▎  | 11787/16050 [2:10:26<40:49,  1.74it/s]
Training 3/3 epoch (loss 0.8739):  73%|███████▎  | 11787/16050 [2:10:26<40:49,  1.74it/s]
Training 3/3 epoch (loss 0.8739):  73%|███████▎  | 11788/16050 [2:10:26<37:19,  1.90it/s]
Training 3/3 epoch (loss 0.2880):  73%|███████▎  | 11788/16050 [2:10:26<37:19,  1.90it/s]
Training 3/3 epoch (loss 0.2880):  73%|███████▎  | 11789/16050 [2:10:26<34:48,  2.04it/s]
Training 3/3 epoch (loss 0.2106):  73%|███████▎  | 11789/16050 [2:10:27<34:48,  2.04it/s]
Training 3/3 epoch (loss 0.2106):  73%|███████▎  | 11790/16050 [2:10:27<35:41,  1.99it/s]
Training 3/3 epoch (loss 0.0000):  73%|███████▎  | 11790/16050 [2:10:27<35:41,  1.99it/s]
Training 3/3 epoch (loss 0.0000):  73%|███████▎  | 11791/16050 [2:10:27<33:11,  2.14it/s]
Training 3/3 epoch (loss 0.0088):  73%|███████▎  | 11791/16050 [2:10:28<33:11,  2.14it/s]
Training 3/3 epoch (loss 0.0088):  73%|███████▎  | 11792/16050 [2:10:28<42:24,  1.67it/s]
Training 3/3 epoch (loss 0.0005):  73%|███████▎  | 11792/16050 [2:10:29<42:24,  1.67it/s]
Training 3/3 epoch (loss 0.0005):  73%|███████▎  | 11793/16050 [2:10:29<38:35,  1.84it/s]
Training 3/3 epoch (loss 0.0008):  73%|███████▎  | 11793/16050 [2:10:29<38:35,  1.84it/s]
Training 3/3 epoch (loss 0.0008):  73%|███████▎  | 11794/16050 [2:10:29<36:22,  1.95it/s]
Training 3/3 epoch (loss 0.0362):  73%|███████▎  | 11794/16050 [2:10:30<36:22,  1.95it/s]
Training 3/3 epoch (loss 0.0362):  73%|███████▎  | 11795/16050 [2:10:30<39:58,  1.77it/s]
Training 3/3 epoch (loss 0.0076):  73%|███████▎  | 11795/16050 [2:10:30<39:58,  1.77it/s]
Training 3/3 epoch (loss 0.0076):  73%|███████▎  | 11796/16050 [2:10:30<38:07,  1.86it/s]
Training 3/3 epoch (loss 0.3933):  73%|███████▎  | 11796/16050 [2:10:31<38:07,  1.86it/s]
Training 3/3 epoch (loss 0.3933):  74%|███████▎  | 11797/16050 [2:10:31<39:24,  1.80it/s]
Training 3/3 epoch (loss 0.4987):  74%|███████▎  | 11797/16050 [2:10:31<39:24,  1.80it/s]
Training 3/3 epoch (loss 0.4987):  74%|███████▎  | 11798/16050 [2:10:31<38:48,  1.83it/s]
Training 3/3 epoch (loss 0.0100):  74%|███████▎  | 11798/16050 [2:10:32<38:48,  1.83it/s]
Training 3/3 epoch (loss 0.0100):  74%|███████▎  | 11799/16050 [2:10:32<36:24,  1.95it/s]
Training 3/3 epoch (loss 0.1005):  74%|███████▎  | 11799/16050 [2:10:32<36:24,  1.95it/s]
Training 3/3 epoch (loss 0.1005):  74%|███████▎  | 11800/16050 [2:10:32<39:44,  1.78it/s]
Training 3/3 epoch (loss 0.2882):  74%|███████▎  | 11800/16050 [2:10:33<39:44,  1.78it/s]
Training 3/3 epoch (loss 0.2882):  74%|███████▎  | 11801/16050 [2:10:33<39:31,  1.79it/s]
Training 3/3 epoch (loss 0.0083):  74%|███████▎  | 11801/16050 [2:10:34<39:31,  1.79it/s]
Training 3/3 epoch (loss 0.0083):  74%|███████▎  | 11802/16050 [2:10:34<41:40,  1.70it/s]
Training 3/3 epoch (loss 0.0023):  74%|███████▎  | 11802/16050 [2:10:34<41:40,  1.70it/s]
Training 3/3 epoch (loss 0.0023):  74%|███████▎  | 11803/16050 [2:10:34<41:37,  1.70it/s]
Training 3/3 epoch (loss 0.0004):  74%|███████▎  | 11803/16050 [2:10:35<41:37,  1.70it/s]
Training 3/3 epoch (loss 0.0004):  74%|███████▎  | 11804/16050 [2:10:35<51:52,  1.36it/s]
Training 3/3 epoch (loss 0.2081):  74%|███████▎  | 11804/16050 [2:10:36<51:52,  1.36it/s]
Training 3/3 epoch (loss 0.2081):  74%|███████▎  | 11805/16050 [2:10:36<51:47,  1.37it/s]
Training 3/3 epoch (loss 0.4176):  74%|███████▎  | 11805/16050 [2:10:37<51:47,  1.37it/s]
Training 3/3 epoch (loss 0.4176):  74%|███████▎  | 11806/16050 [2:10:37<45:16,  1.56it/s]
Training 3/3 epoch (loss 0.0352):  74%|███████▎  | 11806/16050 [2:10:37<45:16,  1.56it/s]
Training 3/3 epoch (loss 0.0352):  74%|███████▎  | 11807/16050 [2:10:37<49:12,  1.44it/s]
Training 3/3 epoch (loss 0.0021):  74%|███████▎  | 11807/16050 [2:10:38<49:12,  1.44it/s]
Training 3/3 epoch (loss 0.0021):  74%|███████▎  | 11808/16050 [2:10:38<43:51,  1.61it/s]
Training 3/3 epoch (loss 0.3164):  74%|███████▎  | 11808/16050 [2:10:38<43:51,  1.61it/s]
Training 3/3 epoch (loss 0.3164):  74%|███████▎  | 11809/16050 [2:10:38<39:33,  1.79it/s]
Training 3/3 epoch (loss 0.0014):  74%|███████▎  | 11809/16050 [2:10:39<39:33,  1.79it/s]
Training 3/3 epoch (loss 0.0014):  74%|███████▎  | 11810/16050 [2:10:39<36:22,  1.94it/s]
Training 3/3 epoch (loss 0.0017):  74%|███████▎  | 11810/16050 [2:10:39<36:22,  1.94it/s]
Training 3/3 epoch (loss 0.0017):  74%|███████▎  | 11811/16050 [2:10:39<35:31,  1.99it/s]
Training 3/3 epoch (loss 0.2054):  74%|███████▎  | 11811/16050 [2:10:40<35:31,  1.99it/s]
Training 3/3 epoch (loss 0.2054):  74%|███████▎  | 11812/16050 [2:10:40<35:53,  1.97it/s]
Training 3/3 epoch (loss 0.0002):  74%|███████▎  | 11812/16050 [2:10:40<35:53,  1.97it/s]
Training 3/3 epoch (loss 0.0002):  74%|███████▎  | 11813/16050 [2:10:40<32:44,  2.16it/s]
Training 3/3 epoch (loss 0.0460):  74%|███████▎  | 11813/16050 [2:10:41<32:44,  2.16it/s]
Training 3/3 epoch (loss 0.0460):  74%|███████▎  | 11814/16050 [2:10:41<34:38,  2.04it/s]
Training 3/3 epoch (loss 0.0062):  74%|███████▎  | 11814/16050 [2:10:41<34:38,  2.04it/s]
Training 3/3 epoch (loss 0.0062):  74%|███████▎  | 11815/16050 [2:10:41<37:13,  1.90it/s]
Training 3/3 epoch (loss 0.3694):  74%|███████▎  | 11815/16050 [2:10:41<37:13,  1.90it/s]
Training 3/3 epoch (loss 0.3694):  74%|███████▎  | 11816/16050 [2:10:41<33:29,  2.11it/s]
Training 3/3 epoch (loss 0.0038):  74%|███████▎  | 11816/16050 [2:10:42<33:29,  2.11it/s]
Training 3/3 epoch (loss 0.0038):  74%|███████▎  | 11817/16050 [2:10:42<36:32,  1.93it/s]
Training 3/3 epoch (loss 0.0030):  74%|███████▎  | 11817/16050 [2:10:43<36:32,  1.93it/s]
Training 3/3 epoch (loss 0.0030):  74%|███████▎  | 11818/16050 [2:10:43<35:39,  1.98it/s]
Training 3/3 epoch (loss 0.5457):  74%|███████▎  | 11818/16050 [2:10:43<35:39,  1.98it/s]
Training 3/3 epoch (loss 0.5457):  74%|███████▎  | 11819/16050 [2:10:43<38:24,  1.84it/s]
Training 3/3 epoch (loss 0.0030):  74%|███████▎  | 11819/16050 [2:10:44<38:24,  1.84it/s]
Training 3/3 epoch (loss 0.0030):  74%|███████▎  | 11820/16050 [2:10:44<37:48,  1.86it/s]
Training 3/3 epoch (loss 0.2549):  74%|███████▎  | 11820/16050 [2:10:44<37:48,  1.86it/s]
Training 3/3 epoch (loss 0.2549):  74%|███████▎  | 11821/16050 [2:10:44<33:41,  2.09it/s]
Training 3/3 epoch (loss 0.0042):  74%|███████▎  | 11821/16050 [2:10:45<33:41,  2.09it/s]
Training 3/3 epoch (loss 0.0042):  74%|███████▎  | 11822/16050 [2:10:45<35:01,  2.01it/s]
Training 3/3 epoch (loss 0.0005):  74%|███████▎  | 11822/16050 [2:10:45<35:01,  2.01it/s]
Training 3/3 epoch (loss 0.0005):  74%|███████▎  | 11823/16050 [2:10:45<31:49,  2.21it/s]
Training 3/3 epoch (loss 0.0264):  74%|███████▎  | 11823/16050 [2:10:45<31:49,  2.21it/s]
Training 3/3 epoch (loss 0.0264):  74%|███████▎  | 11824/16050 [2:10:45<33:18,  2.11it/s]
Training 3/3 epoch (loss 0.0325):  74%|███████▎  | 11824/16050 [2:10:46<33:18,  2.11it/s]
Training 3/3 epoch (loss 0.0325):  74%|███████▎  | 11825/16050 [2:10:46<36:50,  1.91it/s]
Training 3/3 epoch (loss 0.4463):  74%|███████▎  | 11825/16050 [2:10:47<36:50,  1.91it/s]
Training 3/3 epoch (loss 0.4463):  74%|███████▎  | 11826/16050 [2:10:47<39:34,  1.78it/s]
Training 3/3 epoch (loss 0.0382):  74%|███████▎  | 11826/16050 [2:10:47<39:34,  1.78it/s]
Training 3/3 epoch (loss 0.0382):  74%|███████▎  | 11827/16050 [2:10:47<40:57,  1.72it/s]
Training 3/3 epoch (loss 0.0001):  74%|███████▎  | 11827/16050 [2:10:48<40:57,  1.72it/s]
Training 3/3 epoch (loss 0.0001):  74%|███████▎  | 11828/16050 [2:10:48<38:36,  1.82it/s]
Training 3/3 epoch (loss 0.6342):  74%|███████▎  | 11828/16050 [2:10:48<38:36,  1.82it/s]
Training 3/3 epoch (loss 0.6342):  74%|███████▎  | 11829/16050 [2:10:48<34:36,  2.03it/s]
Training 3/3 epoch (loss 0.2399):  74%|███████▎  | 11829/16050 [2:10:49<34:36,  2.03it/s]
Training 3/3 epoch (loss 0.2399):  74%|███████▎  | 11830/16050 [2:10:49<35:16,  1.99it/s]
Training 3/3 epoch (loss 0.0026):  74%|███████▎  | 11830/16050 [2:10:49<35:16,  1.99it/s]
Training 3/3 epoch (loss 0.0026):  74%|███████▎  | 11831/16050 [2:10:49<37:39,  1.87it/s]
Training 3/3 epoch (loss 0.0046):  74%|███████▎  | 11831/16050 [2:10:50<37:39,  1.87it/s]
Training 3/3 epoch (loss 0.0046):  74%|███████▎  | 11832/16050 [2:10:50<36:10,  1.94it/s]
Training 3/3 epoch (loss 0.0825):  74%|███████▎  | 11832/16050 [2:10:50<36:10,  1.94it/s]
Training 3/3 epoch (loss 0.0825):  74%|███████▎  | 11833/16050 [2:10:50<36:22,  1.93it/s]
Training 3/3 epoch (loss 0.0007):  74%|███████▎  | 11833/16050 [2:10:51<36:22,  1.93it/s]
Training 3/3 epoch (loss 0.0007):  74%|███████▎  | 11834/16050 [2:10:51<43:14,  1.63it/s]
Training 3/3 epoch (loss 0.0170):  74%|███████▎  | 11834/16050 [2:10:52<43:14,  1.63it/s]
Training 3/3 epoch (loss 0.0170):  74%|███████▎  | 11835/16050 [2:10:52<44:14,  1.59it/s]
Training 3/3 epoch (loss 0.0237):  74%|███████▎  | 11835/16050 [2:10:52<44:14,  1.59it/s]
Training 3/3 epoch (loss 0.0237):  74%|███████▎  | 11836/16050 [2:10:52<39:37,  1.77it/s]
Training 3/3 epoch (loss 0.0002):  74%|███████▎  | 11836/16050 [2:10:53<39:37,  1.77it/s]
Training 3/3 epoch (loss 0.0002):  74%|███████▍  | 11837/16050 [2:10:53<45:41,  1.54it/s]
Training 3/3 epoch (loss 0.0011):  74%|███████▍  | 11837/16050 [2:10:54<45:41,  1.54it/s]
Training 3/3 epoch (loss 0.0011):  74%|███████▍  | 11838/16050 [2:10:54<42:19,  1.66it/s]
Training 3/3 epoch (loss 0.0031):  74%|███████▍  | 11838/16050 [2:10:54<42:19,  1.66it/s]
Training 3/3 epoch (loss 0.0031):  74%|███████▍  | 11839/16050 [2:10:54<42:22,  1.66it/s]
Training 3/3 epoch (loss 0.0297):  74%|███████▍  | 11839/16050 [2:10:55<42:22,  1.66it/s]
Training 3/3 epoch (loss 0.0297):  74%|███████▍  | 11840/16050 [2:10:55<41:16,  1.70it/s]
Training 3/3 epoch (loss 0.0018):  74%|███████▍  | 11840/16050 [2:10:55<41:16,  1.70it/s]
Training 3/3 epoch (loss 0.0018):  74%|███████▍  | 11841/16050 [2:10:55<41:48,  1.68it/s]
Training 3/3 epoch (loss 0.0035):  74%|███████▍  | 11841/16050 [2:10:56<41:48,  1.68it/s]
Training 3/3 epoch (loss 0.0035):  74%|███████▍  | 11842/16050 [2:10:56<38:17,  1.83it/s]
Training 3/3 epoch (loss 0.2992):  74%|███████▍  | 11842/16050 [2:10:57<38:17,  1.83it/s]
Training 3/3 epoch (loss 0.2992):  74%|███████▍  | 11843/16050 [2:10:57<40:58,  1.71it/s]
Training 3/3 epoch (loss 0.4727):  74%|███████▍  | 11843/16050 [2:10:57<40:58,  1.71it/s]
Training 3/3 epoch (loss 0.4727):  74%|███████▍  | 11844/16050 [2:10:57<42:45,  1.64it/s]
Training 3/3 epoch (loss 0.1126):  74%|███████▍  | 11844/16050 [2:10:58<42:45,  1.64it/s]
Training 3/3 epoch (loss 0.1126):  74%|███████▍  | 11845/16050 [2:10:58<39:16,  1.78it/s]
Training 3/3 epoch (loss 0.1779):  74%|███████▍  | 11845/16050 [2:10:58<39:16,  1.78it/s]
Training 3/3 epoch (loss 0.1779):  74%|███████▍  | 11846/16050 [2:10:58<33:47,  2.07it/s]
Training 3/3 epoch (loss 0.3896):  74%|███████▍  | 11846/16050 [2:11:00<33:47,  2.07it/s]
Training 3/3 epoch (loss 0.3896):  74%|███████▍  | 11847/16050 [2:11:00<1:13:01,  1.04s/it]
Training 3/3 epoch (loss 0.0176):  74%|███████▍  | 11847/16050 [2:11:01<1:13:01,  1.04s/it]
Training 3/3 epoch (loss 0.0176):  74%|███████▍  | 11848/16050 [2:11:01<1:06:22,  1.06it/s]
Training 3/3 epoch (loss 0.0039):  74%|███████▍  | 11848/16050 [2:11:02<1:06:22,  1.06it/s]
Training 3/3 epoch (loss 0.0039):  74%|███████▍  | 11849/16050 [2:11:02<57:44,  1.21it/s]  
Training 3/3 epoch (loss 0.1431):  74%|███████▍  | 11849/16050 [2:11:02<57:44,  1.21it/s]
Training 3/3 epoch (loss 0.1431):  74%|███████▍  | 11850/16050 [2:11:02<49:45,  1.41it/s]
Training 3/3 epoch (loss 0.2543):  74%|███████▍  | 11850/16050 [2:11:02<49:45,  1.41it/s]
Training 3/3 epoch (loss 0.2543):  74%|███████▍  | 11851/16050 [2:11:02<45:40,  1.53it/s]
Training 3/3 epoch (loss 0.0150):  74%|███████▍  | 11851/16050 [2:11:03<45:40,  1.53it/s]
Training 3/3 epoch (loss 0.0150):  74%|███████▍  | 11852/16050 [2:11:03<43:30,  1.61it/s]
Training 3/3 epoch (loss 0.0024):  74%|███████▍  | 11852/16050 [2:11:03<43:30,  1.61it/s]
Training 3/3 epoch (loss 0.0024):  74%|███████▍  | 11853/16050 [2:11:03<38:50,  1.80it/s]
Training 3/3 epoch (loss 0.0059):  74%|███████▍  | 11853/16050 [2:11:04<38:50,  1.80it/s]
Training 3/3 epoch (loss 0.0059):  74%|███████▍  | 11854/16050 [2:11:04<43:34,  1.61it/s]
Training 3/3 epoch (loss 0.0063):  74%|███████▍  | 11854/16050 [2:11:05<43:34,  1.61it/s]
Training 3/3 epoch (loss 0.0063):  74%|███████▍  | 11855/16050 [2:11:05<44:20,  1.58it/s]
Training 3/3 epoch (loss 0.0027):  74%|███████▍  | 11855/16050 [2:11:05<44:20,  1.58it/s]
Training 3/3 epoch (loss 0.0027):  74%|███████▍  | 11856/16050 [2:11:05<41:50,  1.67it/s]
Training 3/3 epoch (loss 0.0039):  74%|███████▍  | 11856/16050 [2:11:06<41:50,  1.67it/s]
Training 3/3 epoch (loss 0.0039):  74%|███████▍  | 11857/16050 [2:11:06<40:12,  1.74it/s]
Training 3/3 epoch (loss 0.3356):  74%|███████▍  | 11857/16050 [2:11:06<40:12,  1.74it/s]
Training 3/3 epoch (loss 0.3356):  74%|███████▍  | 11858/16050 [2:11:06<38:37,  1.81it/s]
Training 3/3 epoch (loss 0.0037):  74%|███████▍  | 11858/16050 [2:11:07<38:37,  1.81it/s]
Training 3/3 epoch (loss 0.0037):  74%|███████▍  | 11859/16050 [2:11:07<46:27,  1.50it/s]
Training 3/3 epoch (loss 0.0501):  74%|███████▍  | 11859/16050 [2:11:08<46:27,  1.50it/s]
Training 3/3 epoch (loss 0.0501):  74%|███████▍  | 11860/16050 [2:11:08<50:22,  1.39it/s]
Training 3/3 epoch (loss 0.0005):  74%|███████▍  | 11860/16050 [2:11:09<50:22,  1.39it/s]
Training 3/3 epoch (loss 0.0005):  74%|███████▍  | 11861/16050 [2:11:09<45:50,  1.52it/s]
Training 3/3 epoch (loss 0.0366):  74%|███████▍  | 11861/16050 [2:11:09<45:50,  1.52it/s]
Training 3/3 epoch (loss 0.0366):  74%|███████▍  | 11862/16050 [2:11:09<42:49,  1.63it/s]
Training 3/3 epoch (loss 0.1535):  74%|███████▍  | 11862/16050 [2:11:10<42:49,  1.63it/s]
Training 3/3 epoch (loss 0.1535):  74%|███████▍  | 11863/16050 [2:11:10<37:31,  1.86it/s]
Training 3/3 epoch (loss 0.1020):  74%|███████▍  | 11863/16050 [2:11:10<37:31,  1.86it/s]
Training 3/3 epoch (loss 0.1020):  74%|███████▍  | 11864/16050 [2:11:10<38:44,  1.80it/s]
Training 3/3 epoch (loss 0.0237):  74%|███████▍  | 11864/16050 [2:11:11<38:44,  1.80it/s]
Training 3/3 epoch (loss 0.0237):  74%|███████▍  | 11865/16050 [2:11:11<36:59,  1.89it/s]
Training 3/3 epoch (loss 0.0509):  74%|███████▍  | 11865/16050 [2:11:11<36:59,  1.89it/s]
Training 3/3 epoch (loss 0.0509):  74%|███████▍  | 11866/16050 [2:11:11<39:45,  1.75it/s]
Training 3/3 epoch (loss 0.0013):  74%|███████▍  | 11866/16050 [2:11:12<39:45,  1.75it/s]
Training 3/3 epoch (loss 0.0013):  74%|███████▍  | 11867/16050 [2:11:12<38:02,  1.83it/s]
Training 3/3 epoch (loss 0.1034):  74%|███████▍  | 11867/16050 [2:11:12<38:02,  1.83it/s]
Training 3/3 epoch (loss 0.1034):  74%|███████▍  | 11868/16050 [2:11:12<37:58,  1.84it/s]
Training 3/3 epoch (loss 0.0697):  74%|███████▍  | 11868/16050 [2:11:13<37:58,  1.84it/s]
Training 3/3 epoch (loss 0.0697):  74%|███████▍  | 11869/16050 [2:11:13<41:49,  1.67it/s]
Training 3/3 epoch (loss 0.2646):  74%|███████▍  | 11869/16050 [2:11:14<41:49,  1.67it/s]
Training 3/3 epoch (loss 0.2646):  74%|███████▍  | 11870/16050 [2:11:14<40:43,  1.71it/s]
Training 3/3 epoch (loss 0.0003):  74%|███████▍  | 11870/16050 [2:11:14<40:43,  1.71it/s]
Training 3/3 epoch (loss 0.0003):  74%|███████▍  | 11871/16050 [2:11:14<40:45,  1.71it/s]
Training 3/3 epoch (loss 0.1426):  74%|███████▍  | 11871/16050 [2:11:15<40:45,  1.71it/s]
Training 3/3 epoch (loss 0.1426):  74%|███████▍  | 11872/16050 [2:11:15<39:33,  1.76it/s]
Training 3/3 epoch (loss 0.3380):  74%|███████▍  | 11872/16050 [2:11:15<39:33,  1.76it/s]
Training 3/3 epoch (loss 0.3380):  74%|███████▍  | 11873/16050 [2:11:15<34:11,  2.04it/s]
Training 3/3 epoch (loss 0.0642):  74%|███████▍  | 11873/16050 [2:11:16<34:11,  2.04it/s]
Training 3/3 epoch (loss 0.0642):  74%|███████▍  | 11874/16050 [2:11:16<36:47,  1.89it/s]
Training 3/3 epoch (loss 0.1518):  74%|███████▍  | 11874/16050 [2:11:16<36:47,  1.89it/s]
Training 3/3 epoch (loss 0.1518):  74%|███████▍  | 11875/16050 [2:11:16<33:28,  2.08it/s]
Training 3/3 epoch (loss 0.0029):  74%|███████▍  | 11875/16050 [2:11:17<33:28,  2.08it/s]
Training 3/3 epoch (loss 0.0029):  74%|███████▍  | 11876/16050 [2:11:17<34:16,  2.03it/s]
Training 3/3 epoch (loss 0.4723):  74%|███████▍  | 11876/16050 [2:11:17<34:16,  2.03it/s]
Training 3/3 epoch (loss 0.4723):  74%|███████▍  | 11877/16050 [2:11:17<36:18,  1.92it/s]
Training 3/3 epoch (loss 0.5368):  74%|███████▍  | 11877/16050 [2:11:18<36:18,  1.92it/s]
Training 3/3 epoch (loss 0.5368):  74%|███████▍  | 11878/16050 [2:11:18<32:52,  2.12it/s]
Training 3/3 epoch (loss 0.3042):  74%|███████▍  | 11878/16050 [2:11:18<32:52,  2.12it/s]
Training 3/3 epoch (loss 0.3042):  74%|███████▍  | 11879/16050 [2:11:18<36:32,  1.90it/s]
Training 3/3 epoch (loss 0.0085):  74%|███████▍  | 11879/16050 [2:11:18<36:32,  1.90it/s]
Training 3/3 epoch (loss 0.0085):  74%|███████▍  | 11880/16050 [2:11:18<31:36,  2.20it/s]
Training 3/3 epoch (loss 0.3717):  74%|███████▍  | 11880/16050 [2:11:19<31:36,  2.20it/s]
Training 3/3 epoch (loss 0.3717):  74%|███████▍  | 11881/16050 [2:11:19<34:01,  2.04it/s]
Training 3/3 epoch (loss 0.1401):  74%|███████▍  | 11881/16050 [2:11:20<34:01,  2.04it/s]
Training 3/3 epoch (loss 0.1401):  74%|███████▍  | 11882/16050 [2:11:20<34:52,  1.99it/s]
Training 3/3 epoch (loss 0.0321):  74%|███████▍  | 11882/16050 [2:11:20<34:52,  1.99it/s]
Training 3/3 epoch (loss 0.0321):  74%|███████▍  | 11883/16050 [2:11:20<35:20,  1.96it/s]
Training 3/3 epoch (loss 0.0001):  74%|███████▍  | 11883/16050 [2:11:20<35:20,  1.96it/s]
Training 3/3 epoch (loss 0.0001):  74%|███████▍  | 11884/16050 [2:11:20<32:09,  2.16it/s]
Training 3/3 epoch (loss 0.0033):  74%|███████▍  | 11884/16050 [2:11:21<32:09,  2.16it/s]
Training 3/3 epoch (loss 0.0033):  74%|███████▍  | 11885/16050 [2:11:21<33:08,  2.09it/s]
Training 3/3 epoch (loss 0.3204):  74%|███████▍  | 11885/16050 [2:11:22<33:08,  2.09it/s]
Training 3/3 epoch (loss 0.3204):  74%|███████▍  | 11886/16050 [2:11:22<35:50,  1.94it/s]
Training 3/3 epoch (loss 0.1322):  74%|███████▍  | 11886/16050 [2:11:22<35:50,  1.94it/s]
Training 3/3 epoch (loss 0.1322):  74%|███████▍  | 11887/16050 [2:11:22<37:36,  1.85it/s]
Training 3/3 epoch (loss 0.0096):  74%|███████▍  | 11887/16050 [2:11:23<37:36,  1.85it/s]
Training 3/3 epoch (loss 0.0096):  74%|███████▍  | 11888/16050 [2:11:23<39:02,  1.78it/s]
Training 3/3 epoch (loss 0.7544):  74%|███████▍  | 11888/16050 [2:11:23<39:02,  1.78it/s]
Training 3/3 epoch (loss 0.7544):  74%|███████▍  | 11889/16050 [2:11:23<38:10,  1.82it/s]
Training 3/3 epoch (loss 0.2974):  74%|███████▍  | 11889/16050 [2:11:24<38:10,  1.82it/s]
Training 3/3 epoch (loss 0.2974):  74%|███████▍  | 11890/16050 [2:11:24<33:48,  2.05it/s]
Training 3/3 epoch (loss 0.3192):  74%|███████▍  | 11890/16050 [2:11:26<33:48,  2.05it/s]
Training 3/3 epoch (loss 0.3192):  74%|███████▍  | 11891/16050 [2:11:26<1:13:53,  1.07s/it]
Training 3/3 epoch (loss 0.2526):  74%|███████▍  | 11891/16050 [2:11:27<1:13:53,  1.07s/it]
Training 3/3 epoch (loss 0.2526):  74%|███████▍  | 11892/16050 [2:11:27<1:12:14,  1.04s/it]
Training 3/3 epoch (loss 0.6035):  74%|███████▍  | 11892/16050 [2:11:28<1:12:14,  1.04s/it]
Training 3/3 epoch (loss 0.6035):  74%|███████▍  | 11893/16050 [2:11:28<1:00:34,  1.14it/s]
Training 3/3 epoch (loss 0.8641):  74%|███████▍  | 11893/16050 [2:11:28<1:00:34,  1.14it/s]
Training 3/3 epoch (loss 0.8641):  74%|███████▍  | 11894/16050 [2:11:28<53:05,  1.30it/s]  
Training 3/3 epoch (loss 0.0016):  74%|███████▍  | 11894/16050 [2:11:28<53:05,  1.30it/s]
Training 3/3 epoch (loss 0.0016):  74%|███████▍  | 11895/16050 [2:11:28<44:29,  1.56it/s]
Training 3/3 epoch (loss 0.5644):  74%|███████▍  | 11895/16050 [2:11:29<44:29,  1.56it/s]
Training 3/3 epoch (loss 0.5644):  74%|███████▍  | 11896/16050 [2:11:29<40:40,  1.70it/s]
Training 3/3 epoch (loss 0.0063):  74%|███████▍  | 11896/16050 [2:11:29<40:40,  1.70it/s]
Training 3/3 epoch (loss 0.0063):  74%|███████▍  | 11897/16050 [2:11:29<37:52,  1.83it/s]
Training 3/3 epoch (loss 0.0062):  74%|███████▍  | 11897/16050 [2:11:30<37:52,  1.83it/s]
Training 3/3 epoch (loss 0.0062):  74%|███████▍  | 11898/16050 [2:11:30<33:55,  2.04it/s]
Training 3/3 epoch (loss 0.0798):  74%|███████▍  | 11898/16050 [2:11:31<33:55,  2.04it/s]
Training 3/3 epoch (loss 0.0798):  74%|███████▍  | 11899/16050 [2:11:31<42:56,  1.61it/s]
Training 3/3 epoch (loss 0.2837):  74%|███████▍  | 11899/16050 [2:11:31<42:56,  1.61it/s]
Training 3/3 epoch (loss 0.2837):  74%|███████▍  | 11900/16050 [2:11:31<37:32,  1.84it/s]
Training 3/3 epoch (loss 0.0001):  74%|███████▍  | 11900/16050 [2:11:31<37:32,  1.84it/s]
Training 3/3 epoch (loss 0.0001):  74%|███████▍  | 11901/16050 [2:11:31<35:23,  1.95it/s]
Training 3/3 epoch (loss 0.4439):  74%|███████▍  | 11901/16050 [2:11:32<35:23,  1.95it/s]
Training 3/3 epoch (loss 0.4439):  74%|███████▍  | 11902/16050 [2:11:32<34:46,  1.99it/s]
Training 3/3 epoch (loss 0.0017):  74%|███████▍  | 11902/16050 [2:11:32<34:46,  1.99it/s]
Training 3/3 epoch (loss 0.0017):  74%|███████▍  | 11903/16050 [2:11:32<36:22,  1.90it/s]
Training 3/3 epoch (loss 0.0224):  74%|███████▍  | 11903/16050 [2:11:33<36:22,  1.90it/s]
Training 3/3 epoch (loss 0.0224):  74%|███████▍  | 11904/16050 [2:11:33<35:05,  1.97it/s]
Training 3/3 epoch (loss 0.0017):  74%|███████▍  | 11904/16050 [2:11:33<35:05,  1.97it/s]
Training 3/3 epoch (loss 0.0017):  74%|███████▍  | 11905/16050 [2:11:33<32:43,  2.11it/s]
Training 3/3 epoch (loss 0.1292):  74%|███████▍  | 11905/16050 [2:11:34<32:43,  2.11it/s]
Training 3/3 epoch (loss 0.1292):  74%|███████▍  | 11906/16050 [2:11:34<36:49,  1.88it/s]
Training 3/3 epoch (loss 0.0003):  74%|███████▍  | 11906/16050 [2:11:35<36:49,  1.88it/s]
Training 3/3 epoch (loss 0.0003):  74%|███████▍  | 11907/16050 [2:11:35<38:42,  1.78it/s]
Training 3/3 epoch (loss 0.4836):  74%|███████▍  | 11907/16050 [2:11:35<38:42,  1.78it/s]
Training 3/3 epoch (loss 0.4836):  74%|███████▍  | 11908/16050 [2:11:35<37:10,  1.86it/s]
Training 3/3 epoch (loss 0.0039):  74%|███████▍  | 11908/16050 [2:11:35<37:10,  1.86it/s]
Training 3/3 epoch (loss 0.0039):  74%|███████▍  | 11909/16050 [2:11:35<33:02,  2.09it/s]
Training 3/3 epoch (loss 0.1799):  74%|███████▍  | 11909/16050 [2:11:36<33:02,  2.09it/s]
Training 3/3 epoch (loss 0.1799):  74%|███████▍  | 11910/16050 [2:11:36<36:41,  1.88it/s]
Training 3/3 epoch (loss 0.0021):  74%|███████▍  | 11910/16050 [2:11:37<36:41,  1.88it/s]
Training 3/3 epoch (loss 0.0021):  74%|███████▍  | 11911/16050 [2:11:37<37:05,  1.86it/s]
Training 3/3 epoch (loss 0.3623):  74%|███████▍  | 11911/16050 [2:11:37<37:05,  1.86it/s]
Training 3/3 epoch (loss 0.3623):  74%|███████▍  | 11912/16050 [2:11:37<34:46,  1.98it/s]
Training 3/3 epoch (loss 0.2346):  74%|███████▍  | 11912/16050 [2:11:39<34:46,  1.98it/s]
Training 3/3 epoch (loss 0.2346):  74%|███████▍  | 11913/16050 [2:11:39<1:10:54,  1.03s/it]
Training 3/3 epoch (loss 0.0001):  74%|███████▍  | 11913/16050 [2:11:40<1:10:54,  1.03s/it]
Training 3/3 epoch (loss 0.0001):  74%|███████▍  | 11914/16050 [2:11:40<58:29,  1.18it/s]  
Training 3/3 epoch (loss 0.2913):  74%|███████▍  | 11914/16050 [2:11:40<58:29,  1.18it/s]
Training 3/3 epoch (loss 0.2913):  74%|███████▍  | 11915/16050 [2:11:40<55:44,  1.24it/s]
Training 3/3 epoch (loss 0.0008):  74%|███████▍  | 11915/16050 [2:11:41<55:44,  1.24it/s]
Training 3/3 epoch (loss 0.0008):  74%|███████▍  | 11916/16050 [2:11:41<47:23,  1.45it/s]
Training 3/3 epoch (loss 0.0005):  74%|███████▍  | 11916/16050 [2:11:41<47:23,  1.45it/s]
Training 3/3 epoch (loss 0.0005):  74%|███████▍  | 11917/16050 [2:11:41<41:33,  1.66it/s]
Training 3/3 epoch (loss 0.0853):  74%|███████▍  | 11917/16050 [2:11:42<41:33,  1.66it/s]
Training 3/3 epoch (loss 0.0853):  74%|███████▍  | 11918/16050 [2:11:42<45:40,  1.51it/s]
Training 3/3 epoch (loss 0.0360):  74%|███████▍  | 11918/16050 [2:11:43<45:40,  1.51it/s]
Training 3/3 epoch (loss 0.0360):  74%|███████▍  | 11919/16050 [2:11:43<47:15,  1.46it/s]
Training 3/3 epoch (loss 0.0887):  74%|███████▍  | 11919/16050 [2:11:44<47:15,  1.46it/s]
Training 3/3 epoch (loss 0.0887):  74%|███████▍  | 11920/16050 [2:11:44<50:54,  1.35it/s]
Training 3/3 epoch (loss 0.2932):  74%|███████▍  | 11920/16050 [2:11:44<50:54,  1.35it/s]
Training 3/3 epoch (loss 0.2932):  74%|███████▍  | 11921/16050 [2:11:44<41:56,  1.64it/s]
Training 3/3 epoch (loss 0.0034):  74%|███████▍  | 11921/16050 [2:11:44<41:56,  1.64it/s]
Training 3/3 epoch (loss 0.0034):  74%|███████▍  | 11922/16050 [2:11:44<38:50,  1.77it/s]
Training 3/3 epoch (loss 0.3260):  74%|███████▍  | 11922/16050 [2:11:45<38:50,  1.77it/s]
Training 3/3 epoch (loss 0.3260):  74%|███████▍  | 11923/16050 [2:11:45<33:51,  2.03it/s]
Training 3/3 epoch (loss 0.0086):  74%|███████▍  | 11923/16050 [2:11:45<33:51,  2.03it/s]
Training 3/3 epoch (loss 0.0086):  74%|███████▍  | 11924/16050 [2:11:45<35:47,  1.92it/s]
Training 3/3 epoch (loss 0.0029):  74%|███████▍  | 11924/16050 [2:11:46<35:47,  1.92it/s]
Training 3/3 epoch (loss 0.0029):  74%|███████▍  | 11925/16050 [2:11:46<43:54,  1.57it/s]
Training 3/3 epoch (loss 0.0504):  74%|███████▍  | 11925/16050 [2:11:47<43:54,  1.57it/s]
Training 3/3 epoch (loss 0.0504):  74%|███████▍  | 11926/16050 [2:11:47<52:19,  1.31it/s]
Training 3/3 epoch (loss 0.0195):  74%|███████▍  | 11926/16050 [2:11:48<52:19,  1.31it/s]
Training 3/3 epoch (loss 0.0195):  74%|███████▍  | 11927/16050 [2:11:48<53:27,  1.29it/s]
Training 3/3 epoch (loss 0.0014):  74%|███████▍  | 11927/16050 [2:11:49<53:27,  1.29it/s]
Training 3/3 epoch (loss 0.0014):  74%|███████▍  | 11928/16050 [2:11:49<47:16,  1.45it/s]
Training 3/3 epoch (loss 0.3740):  74%|███████▍  | 11928/16050 [2:11:49<47:16,  1.45it/s]
Training 3/3 epoch (loss 0.3740):  74%|███████▍  | 11929/16050 [2:11:49<47:27,  1.45it/s]
Training 3/3 epoch (loss 0.0003):  74%|███████▍  | 11929/16050 [2:11:50<47:27,  1.45it/s]
Training 3/3 epoch (loss 0.0003):  74%|███████▍  | 11930/16050 [2:11:50<42:07,  1.63it/s]
Training 3/3 epoch (loss 0.2640):  74%|███████▍  | 11930/16050 [2:11:52<42:07,  1.63it/s]
Training 3/3 epoch (loss 0.2640):  74%|███████▍  | 11931/16050 [2:11:52<1:17:37,  1.13s/it]
Training 3/3 epoch (loss 0.0016):  74%|███████▍  | 11931/16050 [2:11:53<1:17:37,  1.13s/it]
Training 3/3 epoch (loss 0.0016):  74%|███████▍  | 11932/16050 [2:11:53<1:05:24,  1.05it/s]
Training 3/3 epoch (loss 0.4246):  74%|███████▍  | 11932/16050 [2:11:53<1:05:24,  1.05it/s]
Training 3/3 epoch (loss 0.4246):  74%|███████▍  | 11933/16050 [2:11:53<54:04,  1.27it/s]  
Training 3/3 epoch (loss 0.6604):  74%|███████▍  | 11933/16050 [2:11:53<54:04,  1.27it/s]
Training 3/3 epoch (loss 0.6604):  74%|███████▍  | 11934/16050 [2:11:53<44:17,  1.55it/s]
Training 3/3 epoch (loss 0.1080):  74%|███████▍  | 11934/16050 [2:11:54<44:17,  1.55it/s]
Training 3/3 epoch (loss 0.1080):  74%|███████▍  | 11935/16050 [2:11:54<39:39,  1.73it/s]
Training 3/3 epoch (loss 0.0216):  74%|███████▍  | 11935/16050 [2:11:55<39:39,  1.73it/s]
Training 3/3 epoch (loss 0.0216):  74%|███████▍  | 11936/16050 [2:11:55<44:34,  1.54it/s]
Training 3/3 epoch (loss 0.0020):  74%|███████▍  | 11936/16050 [2:11:55<44:34,  1.54it/s]
Training 3/3 epoch (loss 0.0020):  74%|███████▍  | 11937/16050 [2:11:55<40:13,  1.70it/s]
Training 3/3 epoch (loss 0.0167):  74%|███████▍  | 11937/16050 [2:11:55<40:13,  1.70it/s]
Training 3/3 epoch (loss 0.0167):  74%|███████▍  | 11938/16050 [2:11:55<37:38,  1.82it/s]
Training 3/3 epoch (loss 0.0314):  74%|███████▍  | 11938/16050 [2:11:56<37:38,  1.82it/s]
Training 3/3 epoch (loss 0.0314):  74%|███████▍  | 11939/16050 [2:11:56<39:05,  1.75it/s]
Training 3/3 epoch (loss 0.0006):  74%|███████▍  | 11939/16050 [2:11:57<39:05,  1.75it/s]
Training 3/3 epoch (loss 0.0006):  74%|███████▍  | 11940/16050 [2:11:57<37:29,  1.83it/s]
Training 3/3 epoch (loss 0.0300):  74%|███████▍  | 11940/16050 [2:11:57<37:29,  1.83it/s]
Training 3/3 epoch (loss 0.0300):  74%|███████▍  | 11941/16050 [2:11:57<38:55,  1.76it/s]
Training 3/3 epoch (loss 0.0063):  74%|███████▍  | 11941/16050 [2:11:58<38:55,  1.76it/s]
Training 3/3 epoch (loss 0.0063):  74%|███████▍  | 11942/16050 [2:11:58<35:53,  1.91it/s]
Training 3/3 epoch (loss 0.0439):  74%|███████▍  | 11942/16050 [2:11:58<35:53,  1.91it/s]
Training 3/3 epoch (loss 0.0439):  74%|███████▍  | 11943/16050 [2:11:58<37:35,  1.82it/s]
Training 3/3 epoch (loss 0.3210):  74%|███████▍  | 11943/16050 [2:11:59<37:35,  1.82it/s]
Training 3/3 epoch (loss 0.3210):  74%|███████▍  | 11944/16050 [2:11:59<34:27,  1.99it/s]
Training 3/3 epoch (loss 0.2617):  74%|███████▍  | 11944/16050 [2:11:59<34:27,  1.99it/s]
Training 3/3 epoch (loss 0.2617):  74%|███████▍  | 11945/16050 [2:11:59<31:18,  2.19it/s]
Training 3/3 epoch (loss 0.0050):  74%|███████▍  | 11945/16050 [2:11:59<31:18,  2.19it/s]
Training 3/3 epoch (loss 0.0050):  74%|███████▍  | 11946/16050 [2:11:59<30:23,  2.25it/s]
Training 3/3 epoch (loss 0.3530):  74%|███████▍  | 11946/16050 [2:12:00<30:23,  2.25it/s]
Training 3/3 epoch (loss 0.3530):  74%|███████▍  | 11947/16050 [2:12:00<31:07,  2.20it/s]
Training 3/3 epoch (loss 0.0361):  74%|███████▍  | 11947/16050 [2:12:00<31:07,  2.20it/s]
Training 3/3 epoch (loss 0.0361):  74%|███████▍  | 11948/16050 [2:12:00<33:02,  2.07it/s]
Training 3/3 epoch (loss 0.0022):  74%|███████▍  | 11948/16050 [2:12:01<33:02,  2.07it/s]
Training 3/3 epoch (loss 0.0022):  74%|███████▍  | 11949/16050 [2:12:01<32:32,  2.10it/s]
Training 3/3 epoch (loss 0.0001):  74%|███████▍  | 11949/16050 [2:12:01<32:32,  2.10it/s]
Training 3/3 epoch (loss 0.0001):  74%|███████▍  | 11950/16050 [2:12:01<33:10,  2.06it/s]
Training 3/3 epoch (loss 0.0002):  74%|███████▍  | 11950/16050 [2:12:02<33:10,  2.06it/s]
Training 3/3 epoch (loss 0.0002):  74%|███████▍  | 11951/16050 [2:12:02<32:48,  2.08it/s]
Training 3/3 epoch (loss 0.1012):  74%|███████▍  | 11951/16050 [2:12:02<32:48,  2.08it/s]
Training 3/3 epoch (loss 0.1012):  74%|███████▍  | 11952/16050 [2:12:02<35:22,  1.93it/s]
Training 3/3 epoch (loss 0.0114):  74%|███████▍  | 11952/16050 [2:12:03<35:22,  1.93it/s]
Training 3/3 epoch (loss 0.0114):  74%|███████▍  | 11953/16050 [2:12:03<45:39,  1.50it/s]
Training 3/3 epoch (loss 0.5287):  74%|███████▍  | 11953/16050 [2:12:04<45:39,  1.50it/s]
Training 3/3 epoch (loss 0.5287):  74%|███████▍  | 11954/16050 [2:12:04<51:18,  1.33it/s]
Training 3/3 epoch (loss 0.0087):  74%|███████▍  | 11954/16050 [2:12:05<51:18,  1.33it/s]
Training 3/3 epoch (loss 0.0087):  74%|███████▍  | 11955/16050 [2:12:05<47:15,  1.44it/s]
Training 3/3 epoch (loss 0.1223):  74%|███████▍  | 11955/16050 [2:12:06<47:15,  1.44it/s]
Training 3/3 epoch (loss 0.1223):  74%|███████▍  | 11956/16050 [2:12:06<45:08,  1.51it/s]
Training 3/3 epoch (loss 0.0201):  74%|███████▍  | 11956/16050 [2:12:06<45:08,  1.51it/s]
Training 3/3 epoch (loss 0.0201):  74%|███████▍  | 11957/16050 [2:12:06<43:59,  1.55it/s]
Training 3/3 epoch (loss 0.0063):  74%|███████▍  | 11957/16050 [2:12:07<43:59,  1.55it/s]
Training 3/3 epoch (loss 0.0063):  75%|███████▍  | 11958/16050 [2:12:07<41:19,  1.65it/s]
Training 3/3 epoch (loss 0.0066):  75%|███████▍  | 11958/16050 [2:12:07<41:19,  1.65it/s]
Training 3/3 epoch (loss 0.0066):  75%|███████▍  | 11959/16050 [2:12:07<42:38,  1.60it/s]
Training 3/3 epoch (loss 0.4450):  75%|███████▍  | 11959/16050 [2:12:08<42:38,  1.60it/s]
Training 3/3 epoch (loss 0.4450):  75%|███████▍  | 11960/16050 [2:12:08<43:22,  1.57it/s]
Training 3/3 epoch (loss 0.0092):  75%|███████▍  | 11960/16050 [2:12:09<43:22,  1.57it/s]
Training 3/3 epoch (loss 0.0092):  75%|███████▍  | 11961/16050 [2:12:09<41:07,  1.66it/s]
Training 3/3 epoch (loss 0.0004):  75%|███████▍  | 11961/16050 [2:12:09<41:07,  1.66it/s]
Training 3/3 epoch (loss 0.0004):  75%|███████▍  | 11962/16050 [2:12:09<37:22,  1.82it/s]
Training 3/3 epoch (loss 0.2957):  75%|███████▍  | 11962/16050 [2:12:10<37:22,  1.82it/s]
Training 3/3 epoch (loss 0.2957):  75%|███████▍  | 11963/16050 [2:12:10<37:56,  1.79it/s]
Training 3/3 epoch (loss 0.0359):  75%|███████▍  | 11963/16050 [2:12:10<37:56,  1.79it/s]
Training 3/3 epoch (loss 0.0359):  75%|███████▍  | 11964/16050 [2:12:10<43:54,  1.55it/s]
Training 3/3 epoch (loss 0.0025):  75%|███████▍  | 11964/16050 [2:12:11<43:54,  1.55it/s]
Training 3/3 epoch (loss 0.0025):  75%|███████▍  | 11965/16050 [2:12:11<40:50,  1.67it/s]
Training 3/3 epoch (loss 0.0004):  75%|███████▍  | 11965/16050 [2:12:11<40:50,  1.67it/s]
Training 3/3 epoch (loss 0.0004):  75%|███████▍  | 11966/16050 [2:12:11<38:01,  1.79it/s]
Training 3/3 epoch (loss 0.0456):  75%|███████▍  | 11966/16050 [2:12:12<38:01,  1.79it/s]
Training 3/3 epoch (loss 0.0456):  75%|███████▍  | 11967/16050 [2:12:12<41:17,  1.65it/s]
Training 3/3 epoch (loss 0.0005):  75%|███████▍  | 11967/16050 [2:12:12<41:17,  1.65it/s]
Training 3/3 epoch (loss 0.0005):  75%|███████▍  | 11968/16050 [2:12:12<37:23,  1.82it/s]
Training 3/3 epoch (loss 0.0008):  75%|███████▍  | 11968/16050 [2:12:13<37:23,  1.82it/s]
Training 3/3 epoch (loss 0.0008):  75%|███████▍  | 11969/16050 [2:12:13<33:55,  2.01it/s]
Training 3/3 epoch (loss 0.0045):  75%|███████▍  | 11969/16050 [2:12:13<33:55,  2.01it/s]
Training 3/3 epoch (loss 0.0045):  75%|███████▍  | 11970/16050 [2:12:13<31:56,  2.13it/s]
Training 3/3 epoch (loss 0.0018):  75%|███████▍  | 11970/16050 [2:12:14<31:56,  2.13it/s]
Training 3/3 epoch (loss 0.0018):  75%|███████▍  | 11971/16050 [2:12:14<33:12,  2.05it/s]
Training 3/3 epoch (loss 0.3206):  75%|███████▍  | 11971/16050 [2:12:14<33:12,  2.05it/s]
Training 3/3 epoch (loss 0.3206):  75%|███████▍  | 11972/16050 [2:12:14<35:48,  1.90it/s]
Training 3/3 epoch (loss 0.0066):  75%|███████▍  | 11972/16050 [2:12:15<35:48,  1.90it/s]
Training 3/3 epoch (loss 0.0066):  75%|███████▍  | 11973/16050 [2:12:15<33:30,  2.03it/s]
Training 3/3 epoch (loss 0.0346):  75%|███████▍  | 11973/16050 [2:12:15<33:30,  2.03it/s]
Training 3/3 epoch (loss 0.0346):  75%|███████▍  | 11974/16050 [2:12:15<36:45,  1.85it/s]
Training 3/3 epoch (loss 0.5778):  75%|███████▍  | 11974/16050 [2:12:16<36:45,  1.85it/s]
Training 3/3 epoch (loss 0.5778):  75%|███████▍  | 11975/16050 [2:12:16<35:02,  1.94it/s]
Training 3/3 epoch (loss 0.0026):  75%|███████▍  | 11975/16050 [2:12:16<35:02,  1.94it/s]
Training 3/3 epoch (loss 0.0026):  75%|███████▍  | 11976/16050 [2:12:16<34:49,  1.95it/s]
Training 3/3 epoch (loss 0.0318):  75%|███████▍  | 11976/16050 [2:12:17<34:49,  1.95it/s]
Training 3/3 epoch (loss 0.0318):  75%|███████▍  | 11977/16050 [2:12:17<32:25,  2.09it/s]
Training 3/3 epoch (loss 0.3945):  75%|███████▍  | 11977/16050 [2:12:17<32:25,  2.09it/s]
Training 3/3 epoch (loss 0.3945):  75%|███████▍  | 11978/16050 [2:12:17<30:59,  2.19it/s]
Training 3/3 epoch (loss 0.3752):  75%|███████▍  | 11978/16050 [2:12:18<30:59,  2.19it/s]
Training 3/3 epoch (loss 0.3752):  75%|███████▍  | 11979/16050 [2:12:18<31:04,  2.18it/s]
Training 3/3 epoch (loss 0.0003):  75%|███████▍  | 11979/16050 [2:12:18<31:04,  2.18it/s]
Training 3/3 epoch (loss 0.0003):  75%|███████▍  | 11980/16050 [2:12:18<29:39,  2.29it/s]
Training 3/3 epoch (loss 0.1926):  75%|███████▍  | 11980/16050 [2:12:18<29:39,  2.29it/s]
Training 3/3 epoch (loss 0.1926):  75%|███████▍  | 11981/16050 [2:12:18<27:51,  2.43it/s]
Training 3/3 epoch (loss 0.0027):  75%|███████▍  | 11981/16050 [2:12:19<27:51,  2.43it/s]
Training 3/3 epoch (loss 0.0027):  75%|███████▍  | 11982/16050 [2:12:19<30:06,  2.25it/s]
Training 3/3 epoch (loss 0.4675):  75%|███████▍  | 11982/16050 [2:12:20<30:06,  2.25it/s]
Training 3/3 epoch (loss 0.4675):  75%|███████▍  | 11983/16050 [2:12:20<35:14,  1.92it/s]
Training 3/3 epoch (loss 0.1995):  75%|███████▍  | 11983/16050 [2:12:22<35:14,  1.92it/s]
Training 3/3 epoch (loss 0.1995):  75%|███████▍  | 11984/16050 [2:12:22<1:12:13,  1.07s/it]
Training 3/3 epoch (loss 0.0005):  75%|███████▍  | 11984/16050 [2:12:22<1:12:13,  1.07s/it]
Training 3/3 epoch (loss 0.0005):  75%|███████▍  | 11985/16050 [2:12:22<1:00:03,  1.13it/s]
Training 3/3 epoch (loss 0.0246):  75%|███████▍  | 11985/16050 [2:12:23<1:00:03,  1.13it/s]
Training 3/3 epoch (loss 0.0246):  75%|███████▍  | 11986/16050 [2:12:23<56:18,  1.20it/s]  
Training 3/3 epoch (loss 0.0529):  75%|███████▍  | 11986/16050 [2:12:24<56:18,  1.20it/s]
Training 3/3 epoch (loss 0.0529):  75%|███████▍  | 11987/16050 [2:12:24<52:36,  1.29it/s]
Training 3/3 epoch (loss 0.3978):  75%|███████▍  | 11987/16050 [2:12:25<52:36,  1.29it/s]
Training 3/3 epoch (loss 0.3978):  75%|███████▍  | 11988/16050 [2:12:25<1:02:08,  1.09it/s]
Training 3/3 epoch (loss 0.0598):  75%|███████▍  | 11988/16050 [2:12:26<1:02:08,  1.09it/s]
Training 3/3 epoch (loss 0.0598):  75%|███████▍  | 11989/16050 [2:12:26<53:00,  1.28it/s]  
Training 3/3 epoch (loss 0.0001):  75%|███████▍  | 11989/16050 [2:12:26<53:00,  1.28it/s]
Training 3/3 epoch (loss 0.0001):  75%|███████▍  | 11990/16050 [2:12:26<43:27,  1.56it/s]
Training 3/3 epoch (loss 0.0356):  75%|███████▍  | 11990/16050 [2:12:26<43:27,  1.56it/s]
Training 3/3 epoch (loss 0.0356):  75%|███████▍  | 11991/16050 [2:12:26<39:58,  1.69it/s]
Training 3/3 epoch (loss 0.0000):  75%|███████▍  | 11991/16050 [2:12:27<39:58,  1.69it/s]
Training 3/3 epoch (loss 0.0000):  75%|███████▍  | 11992/16050 [2:12:27<41:21,  1.64it/s]
Training 3/3 epoch (loss 0.3723):  75%|███████▍  | 11992/16050 [2:12:27<41:21,  1.64it/s]
Training 3/3 epoch (loss 0.3723):  75%|███████▍  | 11993/16050 [2:12:27<38:30,  1.76it/s]
Training 3/3 epoch (loss 0.0001):  75%|███████▍  | 11993/16050 [2:12:28<38:30,  1.76it/s]
Training 3/3 epoch (loss 0.0001):  75%|███████▍  | 11994/16050 [2:12:28<40:55,  1.65it/s]
Training 3/3 epoch (loss 0.0088):  75%|███████▍  | 11994/16050 [2:12:29<40:55,  1.65it/s]
Training 3/3 epoch (loss 0.0088):  75%|███████▍  | 11995/16050 [2:12:29<39:36,  1.71it/s]
Training 3/3 epoch (loss 0.0557):  75%|███████▍  | 11995/16050 [2:12:31<39:36,  1.71it/s]
Training 3/3 epoch (loss 0.0557):  75%|███████▍  | 11996/16050 [2:12:31<1:15:16,  1.11s/it]
Training 3/3 epoch (loss 0.0093):  75%|███████▍  | 11996/16050 [2:12:31<1:15:16,  1.11s/it]
Training 3/3 epoch (loss 0.0093):  75%|███████▍  | 11997/16050 [2:12:31<1:02:11,  1.09it/s]
Training 3/3 epoch (loss 0.0201):  75%|███████▍  | 11997/16050 [2:12:32<1:02:11,  1.09it/s]
Training 3/3 epoch (loss 0.0201):  75%|███████▍  | 11998/16050 [2:12:32<52:23,  1.29it/s]  
Training 3/3 epoch (loss 0.0092):  75%|███████▍  | 11998/16050 [2:12:32<52:23,  1.29it/s]
Training 3/3 epoch (loss 0.0092):  75%|███████▍  | 11999/16050 [2:12:32<44:53,  1.50it/s]
Training 3/3 epoch (loss 0.0007):  75%|███████▍  | 11999/16050 [2:12:33<44:53,  1.50it/s]
Training 3/3 epoch (loss 0.0007):  75%|███████▍  | 12000/16050 [2:12:33<38:45,  1.74it/s]
Training 3/3 epoch (loss 0.0081):  75%|███████▍  | 12000/16050 [2:12:33<38:45,  1.74it/s]
Training 3/3 epoch (loss 0.0081):  75%|███████▍  | 12001/16050 [2:12:33<39:16,  1.72it/s]
Training 3/3 epoch (loss 0.0216):  75%|███████▍  | 12001/16050 [2:12:34<39:16,  1.72it/s]
Training 3/3 epoch (loss 0.0216):  75%|███████▍  | 12002/16050 [2:12:34<42:07,  1.60it/s]
Training 3/3 epoch (loss 0.0330):  75%|███████▍  | 12002/16050 [2:12:35<42:07,  1.60it/s]
Training 3/3 epoch (loss 0.0330):  75%|███████▍  | 12003/16050 [2:12:35<43:04,  1.57it/s]
Training 3/3 epoch (loss 0.2579):  75%|███████▍  | 12003/16050 [2:12:35<43:04,  1.57it/s]
Training 3/3 epoch (loss 0.2579):  75%|███████▍  | 12004/16050 [2:12:35<45:49,  1.47it/s]
Training 3/3 epoch (loss 0.0204):  75%|███████▍  | 12004/16050 [2:12:36<45:49,  1.47it/s]
Training 3/3 epoch (loss 0.0204):  75%|███████▍  | 12005/16050 [2:12:36<44:43,  1.51it/s]
Training 3/3 epoch (loss 0.0207):  75%|███████▍  | 12005/16050 [2:12:37<44:43,  1.51it/s]
Training 3/3 epoch (loss 0.0207):  75%|███████▍  | 12006/16050 [2:12:37<39:40,  1.70it/s]
Training 3/3 epoch (loss 0.0592):  75%|███████▍  | 12006/16050 [2:12:37<39:40,  1.70it/s]
Training 3/3 epoch (loss 0.0592):  75%|███████▍  | 12007/16050 [2:12:37<41:14,  1.63it/s]
Training 3/3 epoch (loss 0.0000):  75%|███████▍  | 12007/16050 [2:12:38<41:14,  1.63it/s]
Training 3/3 epoch (loss 0.0000):  75%|███████▍  | 12008/16050 [2:12:38<46:19,  1.45it/s]
Training 3/3 epoch (loss 0.3208):  75%|███████▍  | 12008/16050 [2:12:38<46:19,  1.45it/s]
Training 3/3 epoch (loss 0.3208):  75%|███████▍  | 12009/16050 [2:12:38<39:48,  1.69it/s]
Training 3/3 epoch (loss 0.0201):  75%|███████▍  | 12009/16050 [2:12:39<39:48,  1.69it/s]
Training 3/3 epoch (loss 0.0201):  75%|███████▍  | 12010/16050 [2:12:39<39:36,  1.70it/s]
Training 3/3 epoch (loss 0.0092):  75%|███████▍  | 12010/16050 [2:12:39<39:36,  1.70it/s]
Training 3/3 epoch (loss 0.0092):  75%|███████▍  | 12011/16050 [2:12:39<37:00,  1.82it/s]
Training 3/3 epoch (loss 0.0005):  75%|███████▍  | 12011/16050 [2:12:40<37:00,  1.82it/s]
Training 3/3 epoch (loss 0.0005):  75%|███████▍  | 12012/16050 [2:12:40<32:01,  2.10it/s]
Training 3/3 epoch (loss 0.0018):  75%|███████▍  | 12012/16050 [2:12:40<32:01,  2.10it/s]
Training 3/3 epoch (loss 0.0018):  75%|███████▍  | 12013/16050 [2:12:40<32:02,  2.10it/s]
Training 3/3 epoch (loss 0.0007):  75%|███████▍  | 12013/16050 [2:12:41<32:02,  2.10it/s]
Training 3/3 epoch (loss 0.0007):  75%|███████▍  | 12014/16050 [2:12:41<31:33,  2.13it/s]
Training 3/3 epoch (loss 0.3829):  75%|███████▍  | 12014/16050 [2:12:41<31:33,  2.13it/s]
Training 3/3 epoch (loss 0.3829):  75%|███████▍  | 12015/16050 [2:12:41<31:16,  2.15it/s]
Training 3/3 epoch (loss 0.0056):  75%|███████▍  | 12015/16050 [2:12:42<31:16,  2.15it/s]
Training 3/3 epoch (loss 0.0056):  75%|███████▍  | 12016/16050 [2:12:42<32:19,  2.08it/s]
Training 3/3 epoch (loss 0.0384):  75%|███████▍  | 12016/16050 [2:12:42<32:19,  2.08it/s]
Training 3/3 epoch (loss 0.0384):  75%|███████▍  | 12017/16050 [2:12:42<31:43,  2.12it/s]
Training 3/3 epoch (loss 0.5650):  75%|███████▍  | 12017/16050 [2:12:43<31:43,  2.12it/s]
Training 3/3 epoch (loss 0.5650):  75%|███████▍  | 12018/16050 [2:12:43<30:21,  2.21it/s]
Training 3/3 epoch (loss 0.0095):  75%|███████▍  | 12018/16050 [2:12:43<30:21,  2.21it/s]
Training 3/3 epoch (loss 0.0095):  75%|███████▍  | 12019/16050 [2:12:43<33:44,  1.99it/s]
Training 3/3 epoch (loss 0.0265):  75%|███████▍  | 12019/16050 [2:12:44<33:44,  1.99it/s]
Training 3/3 epoch (loss 0.0265):  75%|███████▍  | 12020/16050 [2:12:44<32:02,  2.10it/s]
Training 3/3 epoch (loss 0.0309):  75%|███████▍  | 12020/16050 [2:12:44<32:02,  2.10it/s]
Training 3/3 epoch (loss 0.0309):  75%|███████▍  | 12021/16050 [2:12:44<31:22,  2.14it/s]
Training 3/3 epoch (loss 0.1173):  75%|███████▍  | 12021/16050 [2:12:45<31:22,  2.14it/s]
Training 3/3 epoch (loss 0.1173):  75%|███████▍  | 12022/16050 [2:12:45<34:10,  1.96it/s]
Training 3/3 epoch (loss 0.0183):  75%|███████▍  | 12022/16050 [2:12:45<34:10,  1.96it/s]
Training 3/3 epoch (loss 0.0183):  75%|███████▍  | 12023/16050 [2:12:45<31:15,  2.15it/s]
Training 3/3 epoch (loss 0.0348):  75%|███████▍  | 12023/16050 [2:12:46<31:15,  2.15it/s]
Training 3/3 epoch (loss 0.0348):  75%|███████▍  | 12024/16050 [2:12:46<33:46,  1.99it/s]
Training 3/3 epoch (loss 0.0093):  75%|███████▍  | 12024/16050 [2:12:46<33:46,  1.99it/s]
Training 3/3 epoch (loss 0.0093):  75%|███████▍  | 12025/16050 [2:12:46<29:42,  2.26it/s]
Training 3/3 epoch (loss 0.0467):  75%|███████▍  | 12025/16050 [2:12:47<29:42,  2.26it/s]
Training 3/3 epoch (loss 0.0467):  75%|███████▍  | 12026/16050 [2:12:47<37:06,  1.81it/s]
Training 3/3 epoch (loss 0.3424):  75%|███████▍  | 12026/16050 [2:12:47<37:06,  1.81it/s]
Training 3/3 epoch (loss 0.3424):  75%|███████▍  | 12027/16050 [2:12:47<34:32,  1.94it/s]
Training 3/3 epoch (loss 0.1085):  75%|███████▍  | 12027/16050 [2:12:48<34:32,  1.94it/s]
Training 3/3 epoch (loss 0.1085):  75%|███████▍  | 12028/16050 [2:12:48<34:51,  1.92it/s]
Training 3/3 epoch (loss 0.0021):  75%|███████▍  | 12028/16050 [2:12:48<34:51,  1.92it/s]
Training 3/3 epoch (loss 0.0021):  75%|███████▍  | 12029/16050 [2:12:48<32:13,  2.08it/s]
Training 3/3 epoch (loss 0.0158):  75%|███████▍  | 12029/16050 [2:12:48<32:13,  2.08it/s]
Training 3/3 epoch (loss 0.0158):  75%|███████▍  | 12030/16050 [2:12:48<30:47,  2.18it/s]
Training 3/3 epoch (loss 0.1077):  75%|███████▍  | 12030/16050 [2:12:49<30:47,  2.18it/s]
Training 3/3 epoch (loss 0.1077):  75%|███████▍  | 12031/16050 [2:12:49<35:21,  1.89it/s]
Training 3/3 epoch (loss 0.1644):  75%|███████▍  | 12031/16050 [2:12:51<35:21,  1.89it/s]
Training 3/3 epoch (loss 0.1644):  75%|███████▍  | 12032/16050 [2:12:51<1:11:58,  1.07s/it]
Training 3/3 epoch (loss 0.0110):  75%|███████▍  | 12032/16050 [2:12:52<1:11:58,  1.07s/it]
Training 3/3 epoch (loss 0.0110):  75%|███████▍  | 12033/16050 [2:12:52<1:00:04,  1.11it/s]
Training 3/3 epoch (loss 0.0019):  75%|███████▍  | 12033/16050 [2:12:53<1:00:04,  1.11it/s]
Training 3/3 epoch (loss 0.0019):  75%|███████▍  | 12034/16050 [2:12:53<1:00:28,  1.11it/s]
Training 3/3 epoch (loss 0.1885):  75%|███████▍  | 12034/16050 [2:12:53<1:00:28,  1.11it/s]
Training 3/3 epoch (loss 0.1885):  75%|███████▍  | 12035/16050 [2:12:53<54:30,  1.23it/s]  
Training 3/3 epoch (loss 0.0061):  75%|███████▍  | 12035/16050 [2:12:54<54:30,  1.23it/s]
Training 3/3 epoch (loss 0.0061):  75%|███████▍  | 12036/16050 [2:12:54<48:50,  1.37it/s]
Training 3/3 epoch (loss 0.1593):  75%|███████▍  | 12036/16050 [2:12:54<48:50,  1.37it/s]
Training 3/3 epoch (loss 0.1593):  75%|███████▍  | 12037/16050 [2:12:54<43:09,  1.55it/s]
Training 3/3 epoch (loss 0.0039):  75%|███████▍  | 12037/16050 [2:12:55<43:09,  1.55it/s]
Training 3/3 epoch (loss 0.0039):  75%|███████▌  | 12038/16050 [2:12:55<42:23,  1.58it/s]
Training 3/3 epoch (loss 0.4752):  75%|███████▌  | 12038/16050 [2:12:56<42:23,  1.58it/s]
Training 3/3 epoch (loss 0.4752):  75%|███████▌  | 12039/16050 [2:12:56<42:01,  1.59it/s]
Training 3/3 epoch (loss 0.0338):  75%|███████▌  | 12039/16050 [2:12:56<42:01,  1.59it/s]
Training 3/3 epoch (loss 0.0338):  75%|███████▌  | 12040/16050 [2:12:56<42:24,  1.58it/s]
Training 3/3 epoch (loss 0.0037):  75%|███████▌  | 12040/16050 [2:12:57<42:24,  1.58it/s]
Training 3/3 epoch (loss 0.0037):  75%|███████▌  | 12041/16050 [2:12:57<38:04,  1.76it/s]
Training 3/3 epoch (loss 0.0001):  75%|███████▌  | 12041/16050 [2:12:57<38:04,  1.76it/s]
Training 3/3 epoch (loss 0.0001):  75%|███████▌  | 12042/16050 [2:12:57<33:25,  2.00it/s]
Training 3/3 epoch (loss 0.0027):  75%|███████▌  | 12042/16050 [2:12:58<33:25,  2.00it/s]
Training 3/3 epoch (loss 0.0027):  75%|███████▌  | 12043/16050 [2:12:58<33:39,  1.98it/s]
Training 3/3 epoch (loss 0.0079):  75%|███████▌  | 12043/16050 [2:12:58<33:39,  1.98it/s]
Training 3/3 epoch (loss 0.0079):  75%|███████▌  | 12044/16050 [2:12:58<37:45,  1.77it/s]
Training 3/3 epoch (loss 0.1884):  75%|███████▌  | 12044/16050 [2:12:59<37:45,  1.77it/s]
Training 3/3 epoch (loss 0.1884):  75%|███████▌  | 12045/16050 [2:12:59<42:50,  1.56it/s]
Training 3/3 epoch (loss 0.0464):  75%|███████▌  | 12045/16050 [2:13:00<42:50,  1.56it/s]
Training 3/3 epoch (loss 0.0464):  75%|███████▌  | 12046/16050 [2:13:00<43:32,  1.53it/s]
Training 3/3 epoch (loss 0.3892):  75%|███████▌  | 12046/16050 [2:13:00<43:32,  1.53it/s]
Training 3/3 epoch (loss 0.3892):  75%|███████▌  | 12047/16050 [2:13:00<39:39,  1.68it/s]
Training 3/3 epoch (loss 0.7456):  75%|███████▌  | 12047/16050 [2:13:01<39:39,  1.68it/s]
Training 3/3 epoch (loss 0.7456):  75%|███████▌  | 12048/16050 [2:13:01<36:04,  1.85it/s]
Training 3/3 epoch (loss 0.0685):  75%|███████▌  | 12048/16050 [2:13:01<36:04,  1.85it/s]
Training 3/3 epoch (loss 0.0685):  75%|███████▌  | 12049/16050 [2:13:01<38:17,  1.74it/s]
Training 3/3 epoch (loss 0.0005):  75%|███████▌  | 12049/16050 [2:13:02<38:17,  1.74it/s]
Training 3/3 epoch (loss 0.0005):  75%|███████▌  | 12050/16050 [2:13:02<41:56,  1.59it/s]
Training 3/3 epoch (loss 0.0084):  75%|███████▌  | 12050/16050 [2:13:03<41:56,  1.59it/s]
Training 3/3 epoch (loss 0.0084):  75%|███████▌  | 12051/16050 [2:13:03<41:11,  1.62it/s]
Training 3/3 epoch (loss 0.0038):  75%|███████▌  | 12051/16050 [2:13:03<41:11,  1.62it/s]
Training 3/3 epoch (loss 0.0038):  75%|███████▌  | 12052/16050 [2:13:03<36:15,  1.84it/s]
Training 3/3 epoch (loss 0.1963):  75%|███████▌  | 12052/16050 [2:13:04<36:15,  1.84it/s]
Training 3/3 epoch (loss 0.1963):  75%|███████▌  | 12053/16050 [2:13:04<34:54,  1.91it/s]
Training 3/3 epoch (loss 0.4468):  75%|███████▌  | 12053/16050 [2:13:04<34:54,  1.91it/s]
Training 3/3 epoch (loss 0.4468):  75%|███████▌  | 12054/16050 [2:13:04<30:34,  2.18it/s]
Training 3/3 epoch (loss 0.4023):  75%|███████▌  | 12054/16050 [2:13:05<30:34,  2.18it/s]
Training 3/3 epoch (loss 0.4023):  75%|███████▌  | 12055/16050 [2:13:05<35:20,  1.88it/s]
Training 3/3 epoch (loss 0.0001):  75%|███████▌  | 12055/16050 [2:13:05<35:20,  1.88it/s]
Training 3/3 epoch (loss 0.0001):  75%|███████▌  | 12056/16050 [2:13:05<36:50,  1.81it/s]
Training 3/3 epoch (loss 0.3658):  75%|███████▌  | 12056/16050 [2:13:07<36:50,  1.81it/s]
Training 3/3 epoch (loss 0.3658):  75%|███████▌  | 12057/16050 [2:13:07<1:10:28,  1.06s/it]
Training 3/3 epoch (loss 0.6499):  75%|███████▌  | 12057/16050 [2:13:08<1:10:28,  1.06s/it]
Training 3/3 epoch (loss 0.6499):  75%|███████▌  | 12058/16050 [2:13:08<58:37,  1.14it/s]  
Training 3/3 epoch (loss 0.0853):  75%|███████▌  | 12058/16050 [2:13:09<58:37,  1.14it/s]
Training 3/3 epoch (loss 0.0853):  75%|███████▌  | 12059/16050 [2:13:09<55:07,  1.21it/s]
Training 3/3 epoch (loss 0.0016):  75%|███████▌  | 12059/16050 [2:13:09<55:07,  1.21it/s]
Training 3/3 epoch (loss 0.0016):  75%|███████▌  | 12060/16050 [2:13:09<47:59,  1.39it/s]
Training 3/3 epoch (loss 0.1683):  75%|███████▌  | 12060/16050 [2:13:09<47:59,  1.39it/s]
Training 3/3 epoch (loss 0.1683):  75%|███████▌  | 12061/16050 [2:13:09<41:31,  1.60it/s]
Training 3/3 epoch (loss 0.0722):  75%|███████▌  | 12061/16050 [2:13:10<41:31,  1.60it/s]
Training 3/3 epoch (loss 0.0722):  75%|███████▌  | 12062/16050 [2:13:10<42:16,  1.57it/s]
Training 3/3 epoch (loss 0.0335):  75%|███████▌  | 12062/16050 [2:13:11<42:16,  1.57it/s]
Training 3/3 epoch (loss 0.0335):  75%|███████▌  | 12063/16050 [2:13:11<42:09,  1.58it/s]
Training 3/3 epoch (loss 0.0348):  75%|███████▌  | 12063/16050 [2:13:11<42:09,  1.58it/s]
Training 3/3 epoch (loss 0.0348):  75%|███████▌  | 12064/16050 [2:13:11<42:05,  1.58it/s]
Training 3/3 epoch (loss 0.0650):  75%|███████▌  | 12064/16050 [2:13:12<42:05,  1.58it/s]
Training 3/3 epoch (loss 0.0650):  75%|███████▌  | 12065/16050 [2:13:12<41:37,  1.60it/s]
Training 3/3 epoch (loss 0.0013):  75%|███████▌  | 12065/16050 [2:13:13<41:37,  1.60it/s]
Training 3/3 epoch (loss 0.0013):  75%|███████▌  | 12066/16050 [2:13:13<40:37,  1.63it/s]
Training 3/3 epoch (loss 0.2248):  75%|███████▌  | 12066/16050 [2:13:13<40:37,  1.63it/s]
Training 3/3 epoch (loss 0.2248):  75%|███████▌  | 12067/16050 [2:13:13<36:16,  1.83it/s]
Training 3/3 epoch (loss 0.0051):  75%|███████▌  | 12067/16050 [2:13:13<36:16,  1.83it/s]
Training 3/3 epoch (loss 0.0051):  75%|███████▌  | 12068/16050 [2:13:13<33:20,  1.99it/s]
Training 3/3 epoch (loss 0.0003):  75%|███████▌  | 12068/16050 [2:13:14<33:20,  1.99it/s]
Training 3/3 epoch (loss 0.0003):  75%|███████▌  | 12069/16050 [2:13:14<35:41,  1.86it/s]
Training 3/3 epoch (loss 0.3973):  75%|███████▌  | 12069/16050 [2:13:15<35:41,  1.86it/s]
Training 3/3 epoch (loss 0.3973):  75%|███████▌  | 12070/16050 [2:13:15<38:14,  1.73it/s]
Training 3/3 epoch (loss 0.0203):  75%|███████▌  | 12070/16050 [2:13:15<38:14,  1.73it/s]
Training 3/3 epoch (loss 0.0203):  75%|███████▌  | 12071/16050 [2:13:15<37:21,  1.77it/s]
Training 3/3 epoch (loss 0.0010):  75%|███████▌  | 12071/16050 [2:13:16<37:21,  1.77it/s]
Training 3/3 epoch (loss 0.0010):  75%|███████▌  | 12072/16050 [2:13:16<33:53,  1.96it/s]
Training 3/3 epoch (loss 0.0026):  75%|███████▌  | 12072/16050 [2:13:16<33:53,  1.96it/s]
Training 3/3 epoch (loss 0.0026):  75%|███████▌  | 12073/16050 [2:13:16<34:21,  1.93it/s]
Training 3/3 epoch (loss 0.0117):  75%|███████▌  | 12073/16050 [2:13:16<34:21,  1.93it/s]
Training 3/3 epoch (loss 0.0117):  75%|███████▌  | 12074/16050 [2:13:16<31:53,  2.08it/s]
Training 3/3 epoch (loss 0.0885):  75%|███████▌  | 12074/16050 [2:13:17<31:53,  2.08it/s]
Training 3/3 epoch (loss 0.0885):  75%|███████▌  | 12075/16050 [2:13:17<34:23,  1.93it/s]
Training 3/3 epoch (loss 0.0174):  75%|███████▌  | 12075/16050 [2:13:18<34:23,  1.93it/s]
Training 3/3 epoch (loss 0.0174):  75%|███████▌  | 12076/16050 [2:13:18<39:59,  1.66it/s]
Training 3/3 epoch (loss 0.0262):  75%|███████▌  | 12076/16050 [2:13:18<39:59,  1.66it/s]
Training 3/3 epoch (loss 0.0262):  75%|███████▌  | 12077/16050 [2:13:18<37:59,  1.74it/s]
Training 3/3 epoch (loss 0.3433):  75%|███████▌  | 12077/16050 [2:13:19<37:59,  1.74it/s]
Training 3/3 epoch (loss 0.3433):  75%|███████▌  | 12078/16050 [2:13:19<43:25,  1.52it/s]
Training 3/3 epoch (loss 0.0000):  75%|███████▌  | 12078/16050 [2:13:20<43:25,  1.52it/s]
Training 3/3 epoch (loss 0.0000):  75%|███████▌  | 12079/16050 [2:13:20<39:32,  1.67it/s]
Training 3/3 epoch (loss 0.7942):  75%|███████▌  | 12079/16050 [2:13:22<39:32,  1.67it/s]
Training 3/3 epoch (loss 0.7942):  75%|███████▌  | 12080/16050 [2:13:22<1:11:46,  1.08s/it]
Training 3/3 epoch (loss 0.0308):  75%|███████▌  | 12080/16050 [2:13:23<1:11:46,  1.08s/it]
Training 3/3 epoch (loss 0.0308):  75%|███████▌  | 12081/16050 [2:13:23<1:14:28,  1.13s/it]
Training 3/3 epoch (loss 0.0102):  75%|███████▌  | 12081/16050 [2:13:24<1:14:28,  1.13s/it]
Training 3/3 epoch (loss 0.0102):  75%|███████▌  | 12082/16050 [2:13:24<1:04:43,  1.02it/s]
Training 3/3 epoch (loss 0.4062):  75%|███████▌  | 12082/16050 [2:13:24<1:04:43,  1.02it/s]
Training 3/3 epoch (loss 0.4062):  75%|███████▌  | 12083/16050 [2:13:24<58:21,  1.13it/s]  
Training 3/3 epoch (loss 0.0044):  75%|███████▌  | 12083/16050 [2:13:25<58:21,  1.13it/s]
Training 3/3 epoch (loss 0.0044):  75%|███████▌  | 12084/16050 [2:13:25<47:54,  1.38it/s]
Training 3/3 epoch (loss 0.1731):  75%|███████▌  | 12084/16050 [2:13:25<47:54,  1.38it/s]
Training 3/3 epoch (loss 0.1731):  75%|███████▌  | 12085/16050 [2:13:25<43:52,  1.51it/s]
Training 3/3 epoch (loss 0.0010):  75%|███████▌  | 12085/16050 [2:13:26<43:52,  1.51it/s]
Training 3/3 epoch (loss 0.0010):  75%|███████▌  | 12086/16050 [2:13:26<37:39,  1.75it/s]
Training 3/3 epoch (loss 0.0005):  75%|███████▌  | 12086/16050 [2:13:26<37:39,  1.75it/s]
Training 3/3 epoch (loss 0.0005):  75%|███████▌  | 12087/16050 [2:13:26<37:54,  1.74it/s]
Training 3/3 epoch (loss 0.0048):  75%|███████▌  | 12087/16050 [2:13:27<37:54,  1.74it/s]
Training 3/3 epoch (loss 0.0048):  75%|███████▌  | 12088/16050 [2:13:27<35:53,  1.84it/s]
Training 3/3 epoch (loss 0.0155):  75%|███████▌  | 12088/16050 [2:13:27<35:53,  1.84it/s]
Training 3/3 epoch (loss 0.0155):  75%|███████▌  | 12089/16050 [2:13:27<37:37,  1.75it/s]
Training 3/3 epoch (loss 0.0231):  75%|███████▌  | 12089/16050 [2:13:28<37:37,  1.75it/s]
Training 3/3 epoch (loss 0.0231):  75%|███████▌  | 12090/16050 [2:13:28<37:11,  1.77it/s]
Training 3/3 epoch (loss 0.0030):  75%|███████▌  | 12090/16050 [2:13:28<37:11,  1.77it/s]
Training 3/3 epoch (loss 0.0030):  75%|███████▌  | 12091/16050 [2:13:28<37:40,  1.75it/s]
Training 3/3 epoch (loss 0.5336):  75%|███████▌  | 12091/16050 [2:13:29<37:40,  1.75it/s]
Training 3/3 epoch (loss 0.5336):  75%|███████▌  | 12092/16050 [2:13:29<32:16,  2.04it/s]
Training 3/3 epoch (loss 0.0193):  75%|███████▌  | 12092/16050 [2:13:29<32:16,  2.04it/s]
Training 3/3 epoch (loss 0.0193):  75%|███████▌  | 12093/16050 [2:13:29<34:18,  1.92it/s]
Training 3/3 epoch (loss 0.0039):  75%|███████▌  | 12093/16050 [2:13:30<34:18,  1.92it/s]
Training 3/3 epoch (loss 0.0039):  75%|███████▌  | 12094/16050 [2:13:30<30:50,  2.14it/s]
Training 3/3 epoch (loss 0.1854):  75%|███████▌  | 12094/16050 [2:13:31<30:50,  2.14it/s]
Training 3/3 epoch (loss 0.1854):  75%|███████▌  | 12095/16050 [2:13:31<39:29,  1.67it/s]
Training 3/3 epoch (loss 0.6926):  75%|███████▌  | 12095/16050 [2:13:31<39:29,  1.67it/s]
Training 3/3 epoch (loss 0.6926):  75%|███████▌  | 12096/16050 [2:13:31<36:22,  1.81it/s]
Training 3/3 epoch (loss 0.0035):  75%|███████▌  | 12096/16050 [2:13:32<36:22,  1.81it/s]
Training 3/3 epoch (loss 0.0035):  75%|███████▌  | 12097/16050 [2:13:32<37:18,  1.77it/s]
Training 3/3 epoch (loss 0.1434):  75%|███████▌  | 12097/16050 [2:13:32<37:18,  1.77it/s]
Training 3/3 epoch (loss 0.1434):  75%|███████▌  | 12098/16050 [2:13:32<35:40,  1.85it/s]
Training 3/3 epoch (loss 0.0022):  75%|███████▌  | 12098/16050 [2:13:33<35:40,  1.85it/s]
Training 3/3 epoch (loss 0.0022):  75%|███████▌  | 12099/16050 [2:13:33<33:55,  1.94it/s]
Training 3/3 epoch (loss 0.0419):  75%|███████▌  | 12099/16050 [2:13:33<33:55,  1.94it/s]
Training 3/3 epoch (loss 0.0419):  75%|███████▌  | 12100/16050 [2:13:33<32:52,  2.00it/s]
Training 3/3 epoch (loss 0.0148):  75%|███████▌  | 12100/16050 [2:13:34<32:52,  2.00it/s]
Training 3/3 epoch (loss 0.0148):  75%|███████▌  | 12101/16050 [2:13:34<38:09,  1.73it/s]
Training 3/3 epoch (loss 0.0064):  75%|███████▌  | 12101/16050 [2:13:34<38:09,  1.73it/s]
Training 3/3 epoch (loss 0.0064):  75%|███████▌  | 12102/16050 [2:13:34<34:55,  1.88it/s]
Training 3/3 epoch (loss 0.3635):  75%|███████▌  | 12102/16050 [2:13:35<34:55,  1.88it/s]
Training 3/3 epoch (loss 0.3635):  75%|███████▌  | 12103/16050 [2:13:35<31:18,  2.10it/s]
Training 3/3 epoch (loss 0.0045):  75%|███████▌  | 12103/16050 [2:13:35<31:18,  2.10it/s]
Training 3/3 epoch (loss 0.0045):  75%|███████▌  | 12104/16050 [2:13:35<29:49,  2.21it/s]
Training 3/3 epoch (loss 0.2032):  75%|███████▌  | 12104/16050 [2:13:37<29:49,  2.21it/s]
Training 3/3 epoch (loss 0.2032):  75%|███████▌  | 12105/16050 [2:13:37<1:04:58,  1.01it/s]
Training 3/3 epoch (loss 0.1999):  75%|███████▌  | 12105/16050 [2:13:38<1:04:58,  1.01it/s]
Training 3/3 epoch (loss 0.1999):  75%|███████▌  | 12106/16050 [2:13:38<1:01:42,  1.07it/s]
Training 3/3 epoch (loss 0.0006):  75%|███████▌  | 12106/16050 [2:13:39<1:01:42,  1.07it/s]
Training 3/3 epoch (loss 0.0006):  75%|███████▌  | 12107/16050 [2:13:39<55:23,  1.19it/s]  
Training 3/3 epoch (loss 0.0741):  75%|███████▌  | 12107/16050 [2:13:39<55:23,  1.19it/s]
Training 3/3 epoch (loss 0.0741):  75%|███████▌  | 12108/16050 [2:13:39<51:02,  1.29it/s]
Training 3/3 epoch (loss 0.0170):  75%|███████▌  | 12108/16050 [2:13:40<51:02,  1.29it/s]
Training 3/3 epoch (loss 0.0170):  75%|███████▌  | 12109/16050 [2:13:40<47:29,  1.38it/s]
Training 3/3 epoch (loss 0.0034):  75%|███████▌  | 12109/16050 [2:13:40<47:29,  1.38it/s]
Training 3/3 epoch (loss 0.0034):  75%|███████▌  | 12110/16050 [2:13:40<42:25,  1.55it/s]
Training 3/3 epoch (loss 0.0006):  75%|███████▌  | 12110/16050 [2:13:41<42:25,  1.55it/s]
Training 3/3 epoch (loss 0.0006):  75%|███████▌  | 12111/16050 [2:13:41<39:31,  1.66it/s]
Training 3/3 epoch (loss 0.0097):  75%|███████▌  | 12111/16050 [2:13:41<39:31,  1.66it/s]
Training 3/3 epoch (loss 0.0097):  75%|███████▌  | 12112/16050 [2:13:41<38:02,  1.73it/s]
Training 3/3 epoch (loss 0.1593):  75%|███████▌  | 12112/16050 [2:13:44<38:02,  1.73it/s]
Training 3/3 epoch (loss 0.1593):  75%|███████▌  | 12113/16050 [2:13:44<1:12:44,  1.11s/it]
Training 3/3 epoch (loss 0.0052):  75%|███████▌  | 12113/16050 [2:13:44<1:12:44,  1.11s/it]
Training 3/3 epoch (loss 0.0052):  75%|███████▌  | 12114/16050 [2:13:44<1:01:19,  1.07it/s]
Training 3/3 epoch (loss 0.1602):  75%|███████▌  | 12114/16050 [2:13:45<1:01:19,  1.07it/s]
Training 3/3 epoch (loss 0.1602):  75%|███████▌  | 12115/16050 [2:13:45<57:04,  1.15it/s]  
Training 3/3 epoch (loss 0.3718):  75%|███████▌  | 12115/16050 [2:13:45<57:04,  1.15it/s]
Training 3/3 epoch (loss 0.3718):  75%|███████▌  | 12116/16050 [2:13:45<46:42,  1.40it/s]
Training 3/3 epoch (loss 0.3341):  75%|███████▌  | 12116/16050 [2:13:46<46:42,  1.40it/s]
Training 3/3 epoch (loss 0.3341):  75%|███████▌  | 12117/16050 [2:13:46<42:48,  1.53it/s]
Training 3/3 epoch (loss 0.0443):  75%|███████▌  | 12117/16050 [2:13:46<42:48,  1.53it/s]
Training 3/3 epoch (loss 0.0443):  76%|███████▌  | 12118/16050 [2:13:46<42:14,  1.55it/s]
Training 3/3 epoch (loss 0.2882):  76%|███████▌  | 12118/16050 [2:13:47<42:14,  1.55it/s]
Training 3/3 epoch (loss 0.2882):  76%|███████▌  | 12119/16050 [2:13:47<38:36,  1.70it/s]
Training 3/3 epoch (loss 0.2795):  76%|███████▌  | 12119/16050 [2:13:47<38:36,  1.70it/s]
Training 3/3 epoch (loss 0.2795):  76%|███████▌  | 12120/16050 [2:13:47<37:28,  1.75it/s]
Training 3/3 epoch (loss 0.3006):  76%|███████▌  | 12120/16050 [2:13:48<37:28,  1.75it/s]
Training 3/3 epoch (loss 0.3006):  76%|███████▌  | 12121/16050 [2:13:48<32:17,  2.03it/s]
Training 3/3 epoch (loss 0.0189):  76%|███████▌  | 12121/16050 [2:13:48<32:17,  2.03it/s]
Training 3/3 epoch (loss 0.0189):  76%|███████▌  | 12122/16050 [2:13:48<31:35,  2.07it/s]
Training 3/3 epoch (loss 0.0001):  76%|███████▌  | 12122/16050 [2:13:49<31:35,  2.07it/s]
Training 3/3 epoch (loss 0.0001):  76%|███████▌  | 12123/16050 [2:13:49<30:10,  2.17it/s]
Training 3/3 epoch (loss 0.0000):  76%|███████▌  | 12123/16050 [2:13:49<30:10,  2.17it/s]
Training 3/3 epoch (loss 0.0000):  76%|███████▌  | 12124/16050 [2:13:49<30:10,  2.17it/s]
Training 3/3 epoch (loss 0.1786):  76%|███████▌  | 12124/16050 [2:13:50<30:10,  2.17it/s]
Training 3/3 epoch (loss 0.1786):  76%|███████▌  | 12125/16050 [2:13:50<33:07,  1.98it/s]
Training 3/3 epoch (loss 0.0324):  76%|███████▌  | 12125/16050 [2:13:50<33:07,  1.98it/s]
Training 3/3 epoch (loss 0.0324):  76%|███████▌  | 12126/16050 [2:13:50<35:16,  1.85it/s]
Training 3/3 epoch (loss 0.0700):  76%|███████▌  | 12126/16050 [2:13:51<35:16,  1.85it/s]
Training 3/3 epoch (loss 0.0700):  76%|███████▌  | 12127/16050 [2:13:51<36:08,  1.81it/s]
Training 3/3 epoch (loss 0.0010):  76%|███████▌  | 12127/16050 [2:13:51<36:08,  1.81it/s]
Training 3/3 epoch (loss 0.0010):  76%|███████▌  | 12128/16050 [2:13:51<35:23,  1.85it/s]
Training 3/3 epoch (loss 0.0004):  76%|███████▌  | 12128/16050 [2:13:52<35:23,  1.85it/s]
Training 3/3 epoch (loss 0.0004):  76%|███████▌  | 12129/16050 [2:13:52<34:39,  1.89it/s]
Training 3/3 epoch (loss 0.2595):  76%|███████▌  | 12129/16050 [2:13:53<34:39,  1.89it/s]
Training 3/3 epoch (loss 0.2595):  76%|███████▌  | 12130/16050 [2:13:53<36:15,  1.80it/s]
Training 3/3 epoch (loss 0.0146):  76%|███████▌  | 12130/16050 [2:13:53<36:15,  1.80it/s]
Training 3/3 epoch (loss 0.0146):  76%|███████▌  | 12131/16050 [2:13:53<33:08,  1.97it/s]
Training 3/3 epoch (loss 0.0054):  76%|███████▌  | 12131/16050 [2:13:54<33:08,  1.97it/s]
Training 3/3 epoch (loss 0.0054):  76%|███████▌  | 12132/16050 [2:13:54<35:27,  1.84it/s]
Training 3/3 epoch (loss 0.3127):  76%|███████▌  | 12132/16050 [2:13:54<35:27,  1.84it/s]
Training 3/3 epoch (loss 0.3127):  76%|███████▌  | 12133/16050 [2:13:54<33:25,  1.95it/s]
Training 3/3 epoch (loss 0.0003):  76%|███████▌  | 12133/16050 [2:13:54<33:25,  1.95it/s]
Training 3/3 epoch (loss 0.0003):  76%|███████▌  | 12134/16050 [2:13:54<30:27,  2.14it/s]
Training 3/3 epoch (loss 0.2231):  76%|███████▌  | 12134/16050 [2:13:57<30:27,  2.14it/s]
Training 3/3 epoch (loss 0.2231):  76%|███████▌  | 12135/16050 [2:13:57<1:07:16,  1.03s/it]
Training 3/3 epoch (loss 0.0038):  76%|███████▌  | 12135/16050 [2:13:58<1:07:16,  1.03s/it]
Training 3/3 epoch (loss 0.0038):  76%|███████▌  | 12136/16050 [2:13:58<1:03:38,  1.03it/s]
Training 3/3 epoch (loss 0.0223):  76%|███████▌  | 12136/16050 [2:13:58<1:03:38,  1.03it/s]
Training 3/3 epoch (loss 0.0223):  76%|███████▌  | 12137/16050 [2:13:58<57:29,  1.13it/s]  
Training 3/3 epoch (loss 0.0703):  76%|███████▌  | 12137/16050 [2:13:59<57:29,  1.13it/s]
Training 3/3 epoch (loss 0.0703):  76%|███████▌  | 12138/16050 [2:13:59<54:40,  1.19it/s]
Training 3/3 epoch (loss 0.0312):  76%|███████▌  | 12138/16050 [2:14:00<54:40,  1.19it/s]
Training 3/3 epoch (loss 0.0312):  76%|███████▌  | 12139/16050 [2:14:00<49:10,  1.33it/s]
Training 3/3 epoch (loss 0.3078):  76%|███████▌  | 12139/16050 [2:14:00<49:10,  1.33it/s]
Training 3/3 epoch (loss 0.3078):  76%|███████▌  | 12140/16050 [2:14:00<45:12,  1.44it/s]
Training 3/3 epoch (loss 0.0016):  76%|███████▌  | 12140/16050 [2:14:01<45:12,  1.44it/s]
Training 3/3 epoch (loss 0.0016):  76%|███████▌  | 12141/16050 [2:14:01<40:19,  1.62it/s]
Training 3/3 epoch (loss 0.0275):  76%|███████▌  | 12141/16050 [2:14:01<40:19,  1.62it/s]
Training 3/3 epoch (loss 0.0275):  76%|███████▌  | 12142/16050 [2:14:01<37:07,  1.75it/s]
Training 3/3 epoch (loss 0.0640):  76%|███████▌  | 12142/16050 [2:14:02<37:07,  1.75it/s]
Training 3/3 epoch (loss 0.0640):  76%|███████▌  | 12143/16050 [2:14:02<36:47,  1.77it/s]
Training 3/3 epoch (loss 0.0031):  76%|███████▌  | 12143/16050 [2:14:02<36:47,  1.77it/s]
Training 3/3 epoch (loss 0.0031):  76%|███████▌  | 12144/16050 [2:14:02<33:49,  1.92it/s]
Training 3/3 epoch (loss 0.1946):  76%|███████▌  | 12144/16050 [2:14:02<33:49,  1.92it/s]
Training 3/3 epoch (loss 0.1946):  76%|███████▌  | 12145/16050 [2:14:02<31:36,  2.06it/s]
Training 3/3 epoch (loss 0.4632):  76%|███████▌  | 12145/16050 [2:14:03<31:36,  2.06it/s]
Training 3/3 epoch (loss 0.4632):  76%|███████▌  | 12146/16050 [2:14:03<31:04,  2.09it/s]
Training 3/3 epoch (loss 0.5648):  76%|███████▌  | 12146/16050 [2:14:03<31:04,  2.09it/s]
Training 3/3 epoch (loss 0.5648):  76%|███████▌  | 12147/16050 [2:14:03<30:21,  2.14it/s]
Training 3/3 epoch (loss 0.1761):  76%|███████▌  | 12147/16050 [2:14:04<30:21,  2.14it/s]
Training 3/3 epoch (loss 0.1761):  76%|███████▌  | 12148/16050 [2:14:04<31:46,  2.05it/s]
Training 3/3 epoch (loss 0.0021):  76%|███████▌  | 12148/16050 [2:14:04<31:46,  2.05it/s]
Training 3/3 epoch (loss 0.0021):  76%|███████▌  | 12149/16050 [2:14:04<34:13,  1.90it/s]
Training 3/3 epoch (loss 0.0065):  76%|███████▌  | 12149/16050 [2:14:05<34:13,  1.90it/s]
Training 3/3 epoch (loss 0.0065):  76%|███████▌  | 12150/16050 [2:14:05<32:51,  1.98it/s]
Training 3/3 epoch (loss 0.0110):  76%|███████▌  | 12150/16050 [2:14:05<32:51,  1.98it/s]
Training 3/3 epoch (loss 0.0110):  76%|███████▌  | 12151/16050 [2:14:05<31:09,  2.09it/s]
Training 3/3 epoch (loss 0.0152):  76%|███████▌  | 12151/16050 [2:14:06<31:09,  2.09it/s]
Training 3/3 epoch (loss 0.0152):  76%|███████▌  | 12152/16050 [2:14:06<33:41,  1.93it/s]
Training 3/3 epoch (loss 0.0067):  76%|███████▌  | 12152/16050 [2:14:07<33:41,  1.93it/s]
Training 3/3 epoch (loss 0.0067):  76%|███████▌  | 12153/16050 [2:14:07<38:46,  1.68it/s]
Training 3/3 epoch (loss 0.0022):  76%|███████▌  | 12153/16050 [2:14:07<38:46,  1.68it/s]
Training 3/3 epoch (loss 0.0022):  76%|███████▌  | 12154/16050 [2:14:07<37:54,  1.71it/s]
Training 3/3 epoch (loss 0.0311):  76%|███████▌  | 12154/16050 [2:14:08<37:54,  1.71it/s]
Training 3/3 epoch (loss 0.0311):  76%|███████▌  | 12155/16050 [2:14:08<36:46,  1.76it/s]
Training 3/3 epoch (loss 0.0139):  76%|███████▌  | 12155/16050 [2:14:08<36:46,  1.76it/s]
Training 3/3 epoch (loss 0.0139):  76%|███████▌  | 12156/16050 [2:14:08<34:34,  1.88it/s]
Training 3/3 epoch (loss 0.0447):  76%|███████▌  | 12156/16050 [2:14:09<34:34,  1.88it/s]
Training 3/3 epoch (loss 0.0447):  76%|███████▌  | 12157/16050 [2:14:09<37:22,  1.74it/s]
Training 3/3 epoch (loss 0.2039):  76%|███████▌  | 12157/16050 [2:14:09<37:22,  1.74it/s]
Training 3/3 epoch (loss 0.2039):  76%|███████▌  | 12158/16050 [2:14:09<36:21,  1.78it/s]
Training 3/3 epoch (loss 0.0831):  76%|███████▌  | 12158/16050 [2:14:10<36:21,  1.78it/s]
Training 3/3 epoch (loss 0.0831):  76%|███████▌  | 12159/16050 [2:14:10<38:18,  1.69it/s]
Training 3/3 epoch (loss 0.0027):  76%|███████▌  | 12159/16050 [2:14:10<38:18,  1.69it/s]
Training 3/3 epoch (loss 0.0027):  76%|███████▌  | 12160/16050 [2:14:10<33:59,  1.91it/s]
Training 3/3 epoch (loss 0.2832):  76%|███████▌  | 12160/16050 [2:14:13<33:59,  1.91it/s]
Training 3/3 epoch (loss 0.2832):  76%|███████▌  | 12161/16050 [2:14:13<1:07:15,  1.04s/it]
Training 3/3 epoch (loss 0.0311):  76%|███████▌  | 12161/16050 [2:14:13<1:07:15,  1.04s/it]
Training 3/3 epoch (loss 0.0311):  76%|███████▌  | 12162/16050 [2:14:13<1:00:51,  1.06it/s]
Training 3/3 epoch (loss 0.0308):  76%|███████▌  | 12162/16050 [2:14:14<1:00:51,  1.06it/s]
Training 3/3 epoch (loss 0.0308):  76%|███████▌  | 12163/16050 [2:14:14<52:31,  1.23it/s]  
Training 3/3 epoch (loss 0.0002):  76%|███████▌  | 12163/16050 [2:14:14<52:31,  1.23it/s]
Training 3/3 epoch (loss 0.0002):  76%|███████▌  | 12164/16050 [2:14:14<45:56,  1.41it/s]
Training 3/3 epoch (loss 0.0010):  76%|███████▌  | 12164/16050 [2:14:15<45:56,  1.41it/s]
Training 3/3 epoch (loss 0.0010):  76%|███████▌  | 12165/16050 [2:14:15<38:59,  1.66it/s]
Training 3/3 epoch (loss 0.0006):  76%|███████▌  | 12165/16050 [2:14:16<38:59,  1.66it/s]
Training 3/3 epoch (loss 0.0006):  76%|███████▌  | 12166/16050 [2:14:16<44:49,  1.44it/s]
Training 3/3 epoch (loss 0.0225):  76%|███████▌  | 12166/16050 [2:14:16<44:49,  1.44it/s]
Training 3/3 epoch (loss 0.0225):  76%|███████▌  | 12167/16050 [2:14:16<40:50,  1.58it/s]
Training 3/3 epoch (loss 0.0149):  76%|███████▌  | 12167/16050 [2:14:17<40:50,  1.58it/s]
Training 3/3 epoch (loss 0.0149):  76%|███████▌  | 12168/16050 [2:14:17<37:22,  1.73it/s]
Training 3/3 epoch (loss 0.0090):  76%|███████▌  | 12168/16050 [2:14:17<37:22,  1.73it/s]
Training 3/3 epoch (loss 0.0090):  76%|███████▌  | 12169/16050 [2:14:17<38:07,  1.70it/s]
Training 3/3 epoch (loss 0.0403):  76%|███████▌  | 12169/16050 [2:14:18<38:07,  1.70it/s]
Training 3/3 epoch (loss 0.0403):  76%|███████▌  | 12170/16050 [2:14:18<41:30,  1.56it/s]
Training 3/3 epoch (loss 0.3396):  76%|███████▌  | 12170/16050 [2:14:18<41:30,  1.56it/s]
Training 3/3 epoch (loss 0.3396):  76%|███████▌  | 12171/16050 [2:14:18<37:20,  1.73it/s]
Training 3/3 epoch (loss 0.0255):  76%|███████▌  | 12171/16050 [2:14:19<37:20,  1.73it/s]
Training 3/3 epoch (loss 0.0255):  76%|███████▌  | 12172/16050 [2:14:19<35:12,  1.84it/s]
Training 3/3 epoch (loss 0.4323):  76%|███████▌  | 12172/16050 [2:14:19<35:12,  1.84it/s]
Training 3/3 epoch (loss 0.4323):  76%|███████▌  | 12173/16050 [2:14:19<30:20,  2.13it/s]
Training 3/3 epoch (loss 0.0023):  76%|███████▌  | 12173/16050 [2:14:20<30:20,  2.13it/s]
Training 3/3 epoch (loss 0.0023):  76%|███████▌  | 12174/16050 [2:14:20<34:17,  1.88it/s]
Training 3/3 epoch (loss 0.2460):  76%|███████▌  | 12174/16050 [2:14:20<34:17,  1.88it/s]
Training 3/3 epoch (loss 0.2460):  76%|███████▌  | 12175/16050 [2:14:20<34:11,  1.89it/s]
Training 3/3 epoch (loss 0.0049):  76%|███████▌  | 12175/16050 [2:14:21<34:11,  1.89it/s]
Training 3/3 epoch (loss 0.0049):  76%|███████▌  | 12176/16050 [2:14:21<33:47,  1.91it/s]
Training 3/3 epoch (loss 0.2355):  76%|███████▌  | 12176/16050 [2:14:21<33:47,  1.91it/s]
Training 3/3 epoch (loss 0.2355):  76%|███████▌  | 12177/16050 [2:14:21<31:21,  2.06it/s]
Training 3/3 epoch (loss 0.0000):  76%|███████▌  | 12177/16050 [2:14:22<31:21,  2.06it/s]
Training 3/3 epoch (loss 0.0000):  76%|███████▌  | 12178/16050 [2:14:22<32:04,  2.01it/s]
Training 3/3 epoch (loss 0.0196):  76%|███████▌  | 12178/16050 [2:14:22<32:04,  2.01it/s]
Training 3/3 epoch (loss 0.0196):  76%|███████▌  | 12179/16050 [2:14:22<31:36,  2.04it/s]
Training 3/3 epoch (loss 0.6055):  76%|███████▌  | 12179/16050 [2:14:23<31:36,  2.04it/s]
Training 3/3 epoch (loss 0.6055):  76%|███████▌  | 12180/16050 [2:14:23<30:03,  2.15it/s]
Training 3/3 epoch (loss 0.1227):  76%|███████▌  | 12180/16050 [2:14:24<30:03,  2.15it/s]
Training 3/3 epoch (loss 0.1227):  76%|███████▌  | 12181/16050 [2:14:24<38:37,  1.67it/s]
Training 3/3 epoch (loss 0.0717):  76%|███████▌  | 12181/16050 [2:14:24<38:37,  1.67it/s]
Training 3/3 epoch (loss 0.0717):  76%|███████▌  | 12182/16050 [2:14:24<33:48,  1.91it/s]
Training 3/3 epoch (loss 0.0079):  76%|███████▌  | 12182/16050 [2:14:24<33:48,  1.91it/s]
Training 3/3 epoch (loss 0.0079):  76%|███████▌  | 12183/16050 [2:14:24<33:30,  1.92it/s]
Training 3/3 epoch (loss 0.0027):  76%|███████▌  | 12183/16050 [2:14:25<33:30,  1.92it/s]
Training 3/3 epoch (loss 0.0027):  76%|███████▌  | 12184/16050 [2:14:25<36:01,  1.79it/s]
Training 3/3 epoch (loss 0.0003):  76%|███████▌  | 12184/16050 [2:14:26<36:01,  1.79it/s]
Training 3/3 epoch (loss 0.0003):  76%|███████▌  | 12185/16050 [2:14:26<37:21,  1.72it/s]
Training 3/3 epoch (loss 0.0032):  76%|███████▌  | 12185/16050 [2:14:26<37:21,  1.72it/s]
Training 3/3 epoch (loss 0.0032):  76%|███████▌  | 12186/16050 [2:14:26<34:22,  1.87it/s]
Training 3/3 epoch (loss 0.0010):  76%|███████▌  | 12186/16050 [2:14:27<34:22,  1.87it/s]
Training 3/3 epoch (loss 0.0010):  76%|███████▌  | 12187/16050 [2:14:27<33:00,  1.95it/s]
Training 3/3 epoch (loss 0.2531):  76%|███████▌  | 12187/16050 [2:14:27<33:00,  1.95it/s]
Training 3/3 epoch (loss 0.2531):  76%|███████▌  | 12188/16050 [2:14:27<33:21,  1.93it/s]
Training 3/3 epoch (loss 0.0461):  76%|███████▌  | 12188/16050 [2:14:28<33:21,  1.93it/s]
Training 3/3 epoch (loss 0.0461):  76%|███████▌  | 12189/16050 [2:14:28<42:14,  1.52it/s]
Training 3/3 epoch (loss 0.0006):  76%|███████▌  | 12189/16050 [2:14:29<42:14,  1.52it/s]
Training 3/3 epoch (loss 0.0006):  76%|███████▌  | 12190/16050 [2:14:29<37:39,  1.71it/s]
Training 3/3 epoch (loss 0.0738):  76%|███████▌  | 12190/16050 [2:14:29<37:39,  1.71it/s]
Training 3/3 epoch (loss 0.0738):  76%|███████▌  | 12191/16050 [2:14:29<38:18,  1.68it/s]
Training 3/3 epoch (loss 0.0056):  76%|███████▌  | 12191/16050 [2:14:30<38:18,  1.68it/s]
Training 3/3 epoch (loss 0.0056):  76%|███████▌  | 12192/16050 [2:14:30<38:35,  1.67it/s]
Training 3/3 epoch (loss 0.0008):  76%|███████▌  | 12192/16050 [2:14:30<38:35,  1.67it/s]
Training 3/3 epoch (loss 0.0008):  76%|███████▌  | 12193/16050 [2:14:30<34:45,  1.85it/s]
Training 3/3 epoch (loss 0.0665):  76%|███████▌  | 12193/16050 [2:14:31<34:45,  1.85it/s]
Training 3/3 epoch (loss 0.0665):  76%|███████▌  | 12194/16050 [2:14:31<37:54,  1.70it/s]
Training 3/3 epoch (loss 0.0013):  76%|███████▌  | 12194/16050 [2:14:31<37:54,  1.70it/s]
Training 3/3 epoch (loss 0.0013):  76%|███████▌  | 12195/16050 [2:14:31<35:35,  1.81it/s]
Training 3/3 epoch (loss 0.0005):  76%|███████▌  | 12195/16050 [2:14:32<35:35,  1.81it/s]
Training 3/3 epoch (loss 0.0005):  76%|███████▌  | 12196/16050 [2:14:32<34:10,  1.88it/s]
Training 3/3 epoch (loss 0.0016):  76%|███████▌  | 12196/16050 [2:14:32<34:10,  1.88it/s]
Training 3/3 epoch (loss 0.0016):  76%|███████▌  | 12197/16050 [2:14:32<32:53,  1.95it/s]
Training 3/3 epoch (loss 0.0078):  76%|███████▌  | 12197/16050 [2:14:33<32:53,  1.95it/s]
Training 3/3 epoch (loss 0.0078):  76%|███████▌  | 12198/16050 [2:14:33<38:38,  1.66it/s]
Training 3/3 epoch (loss 0.0033):  76%|███████▌  | 12198/16050 [2:14:34<38:38,  1.66it/s]
Training 3/3 epoch (loss 0.0033):  76%|███████▌  | 12199/16050 [2:14:34<35:22,  1.81it/s]
Training 3/3 epoch (loss 0.0553):  76%|███████▌  | 12199/16050 [2:14:34<35:22,  1.81it/s]
Training 3/3 epoch (loss 0.0553):  76%|███████▌  | 12200/16050 [2:14:34<43:56,  1.46it/s]
Training 3/3 epoch (loss 0.2178):  76%|███████▌  | 12200/16050 [2:14:35<43:56,  1.46it/s]
Training 3/3 epoch (loss 0.2178):  76%|███████▌  | 12201/16050 [2:14:35<39:11,  1.64it/s]
Training 3/3 epoch (loss 0.0012):  76%|███████▌  | 12201/16050 [2:14:35<39:11,  1.64it/s]
Training 3/3 epoch (loss 0.0012):  76%|███████▌  | 12202/16050 [2:14:35<35:28,  1.81it/s]
Training 3/3 epoch (loss 0.2615):  76%|███████▌  | 12202/16050 [2:14:36<35:28,  1.81it/s]
Training 3/3 epoch (loss 0.2615):  76%|███████▌  | 12203/16050 [2:14:36<31:52,  2.01it/s]
Training 3/3 epoch (loss 0.0101):  76%|███████▌  | 12203/16050 [2:14:36<31:52,  2.01it/s]
Training 3/3 epoch (loss 0.0101):  76%|███████▌  | 12204/16050 [2:14:36<32:38,  1.96it/s]
Training 3/3 epoch (loss 0.2683):  76%|███████▌  | 12204/16050 [2:14:37<32:38,  1.96it/s]
Training 3/3 epoch (loss 0.2683):  76%|███████▌  | 12205/16050 [2:14:37<32:53,  1.95it/s]
Training 3/3 epoch (loss 0.0001):  76%|███████▌  | 12205/16050 [2:14:37<32:53,  1.95it/s]
Training 3/3 epoch (loss 0.0001):  76%|███████▌  | 12206/16050 [2:14:37<30:39,  2.09it/s]
Training 3/3 epoch (loss 0.9484):  76%|███████▌  | 12206/16050 [2:14:38<30:39,  2.09it/s]
Training 3/3 epoch (loss 0.9484):  76%|███████▌  | 12207/16050 [2:14:38<27:55,  2.29it/s]
Training 3/3 epoch (loss 0.0125):  76%|███████▌  | 12207/16050 [2:14:38<27:55,  2.29it/s]
Training 3/3 epoch (loss 0.0125):  76%|███████▌  | 12208/16050 [2:14:38<31:20,  2.04it/s]
Training 3/3 epoch (loss 0.0724):  76%|███████▌  | 12208/16050 [2:14:39<31:20,  2.04it/s]
Training 3/3 epoch (loss 0.0724):  76%|███████▌  | 12209/16050 [2:14:39<34:30,  1.86it/s]
Training 3/3 epoch (loss 0.0165):  76%|███████▌  | 12209/16050 [2:14:40<34:30,  1.86it/s]
Training 3/3 epoch (loss 0.0165):  76%|███████▌  | 12210/16050 [2:14:40<39:56,  1.60it/s]
Training 3/3 epoch (loss 0.0716):  76%|███████▌  | 12210/16050 [2:14:40<39:56,  1.60it/s]
Training 3/3 epoch (loss 0.0716):  76%|███████▌  | 12211/16050 [2:14:40<39:44,  1.61it/s]
Training 3/3 epoch (loss 0.0038):  76%|███████▌  | 12211/16050 [2:14:41<39:44,  1.61it/s]
Training 3/3 epoch (loss 0.0038):  76%|███████▌  | 12212/16050 [2:14:41<39:26,  1.62it/s]
Training 3/3 epoch (loss 0.0021):  76%|███████▌  | 12212/16050 [2:14:41<39:26,  1.62it/s]
Training 3/3 epoch (loss 0.0021):  76%|███████▌  | 12213/16050 [2:14:41<36:19,  1.76it/s]
Training 3/3 epoch (loss 0.2463):  76%|███████▌  | 12213/16050 [2:14:42<36:19,  1.76it/s]
Training 3/3 epoch (loss 0.2463):  76%|███████▌  | 12214/16050 [2:14:42<34:03,  1.88it/s]
Training 3/3 epoch (loss 0.1405):  76%|███████▌  | 12214/16050 [2:14:42<34:03,  1.88it/s]
Training 3/3 epoch (loss 0.1405):  76%|███████▌  | 12215/16050 [2:14:42<33:58,  1.88it/s]
Training 3/3 epoch (loss 0.0098):  76%|███████▌  | 12215/16050 [2:14:43<33:58,  1.88it/s]
Training 3/3 epoch (loss 0.0098):  76%|███████▌  | 12216/16050 [2:14:43<36:23,  1.76it/s]
Training 3/3 epoch (loss 0.0119):  76%|███████▌  | 12216/16050 [2:14:44<36:23,  1.76it/s]
Training 3/3 epoch (loss 0.0119):  76%|███████▌  | 12217/16050 [2:14:44<39:03,  1.64it/s]
Training 3/3 epoch (loss 0.0154):  76%|███████▌  | 12217/16050 [2:14:44<39:03,  1.64it/s]
Training 3/3 epoch (loss 0.0154):  76%|███████▌  | 12218/16050 [2:14:44<39:15,  1.63it/s]
Training 3/3 epoch (loss 0.0104):  76%|███████▌  | 12218/16050 [2:14:45<39:15,  1.63it/s]
Training 3/3 epoch (loss 0.0104):  76%|███████▌  | 12219/16050 [2:14:45<36:21,  1.76it/s]
Training 3/3 epoch (loss 0.3420):  76%|███████▌  | 12219/16050 [2:14:45<36:21,  1.76it/s]
Training 3/3 epoch (loss 0.3420):  76%|███████▌  | 12220/16050 [2:14:45<36:04,  1.77it/s]
Training 3/3 epoch (loss 0.0379):  76%|███████▌  | 12220/16050 [2:14:46<36:04,  1.77it/s]
Training 3/3 epoch (loss 0.0379):  76%|███████▌  | 12221/16050 [2:14:46<33:59,  1.88it/s]
Training 3/3 epoch (loss 0.2581):  76%|███████▌  | 12221/16050 [2:14:46<33:59,  1.88it/s]
Training 3/3 epoch (loss 0.2581):  76%|███████▌  | 12222/16050 [2:14:46<34:44,  1.84it/s]
Training 3/3 epoch (loss 0.0209):  76%|███████▌  | 12222/16050 [2:14:48<34:44,  1.84it/s]
Training 3/3 epoch (loss 0.0209):  76%|███████▌  | 12223/16050 [2:14:48<47:46,  1.33it/s]
Training 3/3 epoch (loss 0.0368):  76%|███████▌  | 12223/16050 [2:14:48<47:46,  1.33it/s]
Training 3/3 epoch (loss 0.0368):  76%|███████▌  | 12224/16050 [2:14:48<42:47,  1.49it/s]
Training 3/3 epoch (loss 0.0129):  76%|███████▌  | 12224/16050 [2:14:49<42:47,  1.49it/s]
Training 3/3 epoch (loss 0.0129):  76%|███████▌  | 12225/16050 [2:14:49<40:01,  1.59it/s]
Training 3/3 epoch (loss 0.0001):  76%|███████▌  | 12225/16050 [2:14:49<40:01,  1.59it/s]
Training 3/3 epoch (loss 0.0001):  76%|███████▌  | 12226/16050 [2:14:49<37:45,  1.69it/s]
Training 3/3 epoch (loss 0.3497):  76%|███████▌  | 12226/16050 [2:14:50<37:45,  1.69it/s]
Training 3/3 epoch (loss 0.3497):  76%|███████▌  | 12227/16050 [2:14:50<39:40,  1.61it/s]
Training 3/3 epoch (loss 0.0025):  76%|███████▌  | 12227/16050 [2:14:50<39:40,  1.61it/s]
Training 3/3 epoch (loss 0.0025):  76%|███████▌  | 12228/16050 [2:14:50<37:38,  1.69it/s]
Training 3/3 epoch (loss 0.0022):  76%|███████▌  | 12228/16050 [2:14:51<37:38,  1.69it/s]
Training 3/3 epoch (loss 0.0022):  76%|███████▌  | 12229/16050 [2:14:51<34:49,  1.83it/s]
Training 3/3 epoch (loss 0.0796):  76%|███████▌  | 12229/16050 [2:14:51<34:49,  1.83it/s]
Training 3/3 epoch (loss 0.0796):  76%|███████▌  | 12230/16050 [2:14:51<37:07,  1.71it/s]
Training 3/3 epoch (loss 0.0104):  76%|███████▌  | 12230/16050 [2:14:52<37:07,  1.71it/s]
Training 3/3 epoch (loss 0.0104):  76%|███████▌  | 12231/16050 [2:14:52<38:30,  1.65it/s]
Training 3/3 epoch (loss 0.0010):  76%|███████▌  | 12231/16050 [2:14:53<38:30,  1.65it/s]
Training 3/3 epoch (loss 0.0010):  76%|███████▌  | 12232/16050 [2:14:53<37:04,  1.72it/s]
Training 3/3 epoch (loss 0.0041):  76%|███████▌  | 12232/16050 [2:14:53<37:04,  1.72it/s]
Training 3/3 epoch (loss 0.0041):  76%|███████▌  | 12233/16050 [2:14:53<37:44,  1.69it/s]
Training 3/3 epoch (loss 0.2041):  76%|███████▌  | 12233/16050 [2:14:54<37:44,  1.69it/s]
Training 3/3 epoch (loss 0.2041):  76%|███████▌  | 12234/16050 [2:14:54<38:55,  1.63it/s]
Training 3/3 epoch (loss 0.0005):  76%|███████▌  | 12234/16050 [2:14:54<38:55,  1.63it/s]
Training 3/3 epoch (loss 0.0005):  76%|███████▌  | 12235/16050 [2:14:54<37:14,  1.71it/s]
Training 3/3 epoch (loss 0.1138):  76%|███████▌  | 12235/16050 [2:14:55<37:14,  1.71it/s]
Training 3/3 epoch (loss 0.1138):  76%|███████▌  | 12236/16050 [2:14:55<39:49,  1.60it/s]
Training 3/3 epoch (loss 0.0170):  76%|███████▌  | 12236/16050 [2:14:55<39:49,  1.60it/s]
Training 3/3 epoch (loss 0.0170):  76%|███████▌  | 12237/16050 [2:14:55<34:37,  1.84it/s]
Training 3/3 epoch (loss 0.2536):  76%|███████▌  | 12237/16050 [2:14:58<34:37,  1.84it/s]
Training 3/3 epoch (loss 0.2536):  76%|███████▌  | 12238/16050 [2:14:58<1:09:01,  1.09s/it]
Training 3/3 epoch (loss 0.1258):  76%|███████▌  | 12238/16050 [2:14:58<1:09:01,  1.09s/it]
Training 3/3 epoch (loss 0.1258):  76%|███████▋  | 12239/16050 [2:14:58<53:58,  1.18it/s]  
Training 3/3 epoch (loss 0.0002):  76%|███████▋  | 12239/16050 [2:14:59<53:58,  1.18it/s]
Training 3/3 epoch (loss 0.0002):  76%|███████▋  | 12240/16050 [2:14:59<51:02,  1.24it/s]
Training 3/3 epoch (loss 0.0002):  76%|███████▋  | 12240/16050 [2:14:59<51:02,  1.24it/s]
Training 3/3 epoch (loss 0.0002):  76%|███████▋  | 12241/16050 [2:14:59<44:14,  1.44it/s]
Training 3/3 epoch (loss 0.0176):  76%|███████▋  | 12241/16050 [2:15:00<44:14,  1.44it/s]
Training 3/3 epoch (loss 0.0176):  76%|███████▋  | 12242/16050 [2:15:00<41:10,  1.54it/s]
Training 3/3 epoch (loss 0.0646):  76%|███████▋  | 12242/16050 [2:15:00<41:10,  1.54it/s]
Training 3/3 epoch (loss 0.0646):  76%|███████▋  | 12243/16050 [2:15:00<35:26,  1.79it/s]
Training 3/3 epoch (loss 0.0069):  76%|███████▋  | 12243/16050 [2:15:01<35:26,  1.79it/s]
Training 3/3 epoch (loss 0.0069):  76%|███████▋  | 12244/16050 [2:15:01<35:55,  1.77it/s]
Training 3/3 epoch (loss 0.0000):  76%|███████▋  | 12244/16050 [2:15:01<35:55,  1.77it/s]
Training 3/3 epoch (loss 0.0000):  76%|███████▋  | 12245/16050 [2:15:01<36:55,  1.72it/s]
Training 3/3 epoch (loss 0.3577):  76%|███████▋  | 12245/16050 [2:15:02<36:55,  1.72it/s]
Training 3/3 epoch (loss 0.3577):  76%|███████▋  | 12246/16050 [2:15:02<37:49,  1.68it/s]
Training 3/3 epoch (loss 0.0643):  76%|███████▋  | 12246/16050 [2:15:02<37:49,  1.68it/s]
Training 3/3 epoch (loss 0.0643):  76%|███████▋  | 12247/16050 [2:15:02<36:26,  1.74it/s]
Training 3/3 epoch (loss 0.0010):  76%|███████▋  | 12247/16050 [2:15:03<36:26,  1.74it/s]
Training 3/3 epoch (loss 0.0010):  76%|███████▋  | 12248/16050 [2:15:03<41:01,  1.54it/s]
Training 3/3 epoch (loss 0.3754):  76%|███████▋  | 12248/16050 [2:15:04<41:01,  1.54it/s]
Training 3/3 epoch (loss 0.3754):  76%|███████▋  | 12249/16050 [2:15:04<37:39,  1.68it/s]
Training 3/3 epoch (loss 0.0006):  76%|███████▋  | 12249/16050 [2:15:04<37:39,  1.68it/s]
Training 3/3 epoch (loss 0.0006):  76%|███████▋  | 12250/16050 [2:15:04<35:56,  1.76it/s]
Training 3/3 epoch (loss 0.0073):  76%|███████▋  | 12250/16050 [2:15:05<35:56,  1.76it/s]
Training 3/3 epoch (loss 0.0073):  76%|███████▋  | 12251/16050 [2:15:05<35:13,  1.80it/s]
Training 3/3 epoch (loss 0.0411):  76%|███████▋  | 12251/16050 [2:15:05<35:13,  1.80it/s]
Training 3/3 epoch (loss 0.0411):  76%|███████▋  | 12252/16050 [2:15:05<31:21,  2.02it/s]
Training 3/3 epoch (loss 0.0280):  76%|███████▋  | 12252/16050 [2:15:06<31:21,  2.02it/s]
Training 3/3 epoch (loss 0.0280):  76%|███████▋  | 12253/16050 [2:15:06<30:32,  2.07it/s]
Training 3/3 epoch (loss 0.0046):  76%|███████▋  | 12253/16050 [2:15:06<30:32,  2.07it/s]
Training 3/3 epoch (loss 0.0046):  76%|███████▋  | 12254/16050 [2:15:06<31:28,  2.01it/s]
Training 3/3 epoch (loss 0.1940):  76%|███████▋  | 12254/16050 [2:15:07<31:28,  2.01it/s]
Training 3/3 epoch (loss 0.1940):  76%|███████▋  | 12255/16050 [2:15:07<33:06,  1.91it/s]
Training 3/3 epoch (loss 0.0002):  76%|███████▋  | 12255/16050 [2:15:07<33:06,  1.91it/s]
Training 3/3 epoch (loss 0.0002):  76%|███████▋  | 12256/16050 [2:15:07<35:11,  1.80it/s]
Training 3/3 epoch (loss 0.4720):  76%|███████▋  | 12256/16050 [2:15:10<35:11,  1.80it/s]
Training 3/3 epoch (loss 0.4720):  76%|███████▋  | 12257/16050 [2:15:10<1:07:03,  1.06s/it]
Training 3/3 epoch (loss 0.3705):  76%|███████▋  | 12257/16050 [2:15:10<1:07:03,  1.06s/it]
Training 3/3 epoch (loss 0.3705):  76%|███████▋  | 12258/16050 [2:15:10<53:24,  1.18it/s]  
Training 3/3 epoch (loss 0.4165):  76%|███████▋  | 12258/16050 [2:15:10<53:24,  1.18it/s]
Training 3/3 epoch (loss 0.4165):  76%|███████▋  | 12259/16050 [2:15:10<43:42,  1.45it/s]
Training 3/3 epoch (loss 0.0673):  76%|███████▋  | 12259/16050 [2:15:11<43:42,  1.45it/s]
Training 3/3 epoch (loss 0.0673):  76%|███████▋  | 12260/16050 [2:15:11<42:56,  1.47it/s]
Training 3/3 epoch (loss 0.0008):  76%|███████▋  | 12260/16050 [2:15:11<42:56,  1.47it/s]
Training 3/3 epoch (loss 0.0008):  76%|███████▋  | 12261/16050 [2:15:11<40:17,  1.57it/s]
Training 3/3 epoch (loss 0.0977):  76%|███████▋  | 12261/16050 [2:15:12<40:17,  1.57it/s]
Training 3/3 epoch (loss 0.0977):  76%|███████▋  | 12262/16050 [2:15:12<41:53,  1.51it/s]
Training 3/3 epoch (loss 0.4080):  76%|███████▋  | 12262/16050 [2:15:13<41:53,  1.51it/s]
Training 3/3 epoch (loss 0.4080):  76%|███████▋  | 12263/16050 [2:15:13<37:17,  1.69it/s]
Training 3/3 epoch (loss 0.0002):  76%|███████▋  | 12263/16050 [2:15:13<37:17,  1.69it/s]
Training 3/3 epoch (loss 0.0002):  76%|███████▋  | 12264/16050 [2:15:13<35:51,  1.76it/s]
Training 3/3 epoch (loss 0.0034):  76%|███████▋  | 12264/16050 [2:15:14<35:51,  1.76it/s]
Training 3/3 epoch (loss 0.0034):  76%|███████▋  | 12265/16050 [2:15:14<36:31,  1.73it/s]
Training 3/3 epoch (loss 0.0017):  76%|███████▋  | 12265/16050 [2:15:14<36:31,  1.73it/s]
Training 3/3 epoch (loss 0.0017):  76%|███████▋  | 12266/16050 [2:15:14<37:06,  1.70it/s]
Training 3/3 epoch (loss 0.0229):  76%|███████▋  | 12266/16050 [2:15:15<37:06,  1.70it/s]
Training 3/3 epoch (loss 0.0229):  76%|███████▋  | 12267/16050 [2:15:15<35:27,  1.78it/s]
Training 3/3 epoch (loss 0.3024):  76%|███████▋  | 12267/16050 [2:15:15<35:27,  1.78it/s]
Training 3/3 epoch (loss 0.3024):  76%|███████▋  | 12268/16050 [2:15:15<31:48,  1.98it/s]
Training 3/3 epoch (loss 0.6050):  76%|███████▋  | 12268/16050 [2:15:16<31:48,  1.98it/s]
Training 3/3 epoch (loss 0.6050):  76%|███████▋  | 12269/16050 [2:15:16<34:23,  1.83it/s]
Training 3/3 epoch (loss 0.0006):  76%|███████▋  | 12269/16050 [2:15:16<34:23,  1.83it/s]
Training 3/3 epoch (loss 0.0006):  76%|███████▋  | 12270/16050 [2:15:16<34:11,  1.84it/s]
Training 3/3 epoch (loss 0.5453):  76%|███████▋  | 12270/16050 [2:15:17<34:11,  1.84it/s]
Training 3/3 epoch (loss 0.5453):  76%|███████▋  | 12271/16050 [2:15:17<30:42,  2.05it/s]
Training 3/3 epoch (loss 0.0396):  76%|███████▋  | 12271/16050 [2:15:18<30:42,  2.05it/s]
Training 3/3 epoch (loss 0.0396):  76%|███████▋  | 12272/16050 [2:15:18<36:40,  1.72it/s]
Training 3/3 epoch (loss 0.1163):  76%|███████▋  | 12272/16050 [2:15:18<36:40,  1.72it/s]
Training 3/3 epoch (loss 0.1163):  76%|███████▋  | 12273/16050 [2:15:18<37:53,  1.66it/s]
Training 3/3 epoch (loss 0.0364):  76%|███████▋  | 12273/16050 [2:15:19<37:53,  1.66it/s]
Training 3/3 epoch (loss 0.0364):  76%|███████▋  | 12274/16050 [2:15:19<36:18,  1.73it/s]
Training 3/3 epoch (loss 0.0018):  76%|███████▋  | 12274/16050 [2:15:19<36:18,  1.73it/s]
Training 3/3 epoch (loss 0.0018):  76%|███████▋  | 12275/16050 [2:15:19<35:28,  1.77it/s]
Training 3/3 epoch (loss 0.0790):  76%|███████▋  | 12275/16050 [2:15:20<35:28,  1.77it/s]
Training 3/3 epoch (loss 0.0790):  76%|███████▋  | 12276/16050 [2:15:20<31:34,  1.99it/s]
Training 3/3 epoch (loss 0.0122):  76%|███████▋  | 12276/16050 [2:15:20<31:34,  1.99it/s]
Training 3/3 epoch (loss 0.0122):  76%|███████▋  | 12277/16050 [2:15:20<32:30,  1.93it/s]
Training 3/3 epoch (loss 0.1067):  76%|███████▋  | 12277/16050 [2:15:22<32:30,  1.93it/s]
Training 3/3 epoch (loss 0.1067):  76%|███████▋  | 12278/16050 [2:15:22<1:04:46,  1.03s/it]
Training 3/3 epoch (loss 0.3033):  76%|███████▋  | 12278/16050 [2:15:23<1:04:46,  1.03s/it]
Training 3/3 epoch (loss 0.3033):  77%|███████▋  | 12279/16050 [2:15:23<55:14,  1.14it/s]  
Training 3/3 epoch (loss 0.0928):  77%|███████▋  | 12279/16050 [2:15:23<55:14,  1.14it/s]
Training 3/3 epoch (loss 0.0928):  77%|███████▋  | 12280/16050 [2:15:23<46:24,  1.35it/s]
Training 3/3 epoch (loss 0.3928):  77%|███████▋  | 12280/16050 [2:15:24<46:24,  1.35it/s]
Training 3/3 epoch (loss 0.3928):  77%|███████▋  | 12281/16050 [2:15:24<39:17,  1.60it/s]
Training 3/3 epoch (loss 0.0008):  77%|███████▋  | 12281/16050 [2:15:24<39:17,  1.60it/s]
Training 3/3 epoch (loss 0.0008):  77%|███████▋  | 12282/16050 [2:15:24<34:26,  1.82it/s]
Training 3/3 epoch (loss 0.0088):  77%|███████▋  | 12282/16050 [2:15:25<34:26,  1.82it/s]
Training 3/3 epoch (loss 0.0088):  77%|███████▋  | 12283/16050 [2:15:25<35:12,  1.78it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12283/16050 [2:15:25<35:12,  1.78it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12284/16050 [2:15:25<34:16,  1.83it/s]
Training 3/3 epoch (loss 0.0343):  77%|███████▋  | 12284/16050 [2:15:26<34:16,  1.83it/s]
Training 3/3 epoch (loss 0.0343):  77%|███████▋  | 12285/16050 [2:15:26<32:36,  1.92it/s]
Training 3/3 epoch (loss 0.0019):  77%|███████▋  | 12285/16050 [2:15:26<32:36,  1.92it/s]
Training 3/3 epoch (loss 0.0019):  77%|███████▋  | 12286/16050 [2:15:26<31:46,  1.97it/s]
Training 3/3 epoch (loss 0.0081):  77%|███████▋  | 12286/16050 [2:15:27<31:46,  1.97it/s]
Training 3/3 epoch (loss 0.0081):  77%|███████▋  | 12287/16050 [2:15:27<31:13,  2.01it/s]
Training 3/3 epoch (loss 0.0050):  77%|███████▋  | 12287/16050 [2:15:27<31:13,  2.01it/s]
Training 3/3 epoch (loss 0.0050):  77%|███████▋  | 12288/16050 [2:15:27<33:50,  1.85it/s]
Training 3/3 epoch (loss 0.0143):  77%|███████▋  | 12288/16050 [2:15:28<33:50,  1.85it/s]
Training 3/3 epoch (loss 0.0143):  77%|███████▋  | 12289/16050 [2:15:28<33:11,  1.89it/s]
Training 3/3 epoch (loss 0.0076):  77%|███████▋  | 12289/16050 [2:15:28<33:11,  1.89it/s]
Training 3/3 epoch (loss 0.0076):  77%|███████▋  | 12290/16050 [2:15:28<32:17,  1.94it/s]
Training 3/3 epoch (loss 0.2011):  77%|███████▋  | 12290/16050 [2:15:29<32:17,  1.94it/s]
Training 3/3 epoch (loss 0.2011):  77%|███████▋  | 12291/16050 [2:15:29<30:12,  2.07it/s]
Training 3/3 epoch (loss 0.2410):  77%|███████▋  | 12291/16050 [2:15:29<30:12,  2.07it/s]
Training 3/3 epoch (loss 0.2410):  77%|███████▋  | 12292/16050 [2:15:29<30:09,  2.08it/s]
Training 3/3 epoch (loss 0.0315):  77%|███████▋  | 12292/16050 [2:15:30<30:09,  2.08it/s]
Training 3/3 epoch (loss 0.0315):  77%|███████▋  | 12293/16050 [2:15:30<30:42,  2.04it/s]
Training 3/3 epoch (loss 0.0510):  77%|███████▋  | 12293/16050 [2:15:30<30:42,  2.04it/s]
Training 3/3 epoch (loss 0.0510):  77%|███████▋  | 12294/16050 [2:15:30<30:10,  2.07it/s]
Training 3/3 epoch (loss 0.0081):  77%|███████▋  | 12294/16050 [2:15:31<30:10,  2.07it/s]
Training 3/3 epoch (loss 0.0081):  77%|███████▋  | 12295/16050 [2:15:31<33:06,  1.89it/s]
Training 3/3 epoch (loss 0.4303):  77%|███████▋  | 12295/16050 [2:15:32<33:06,  1.89it/s]
Training 3/3 epoch (loss 0.4303):  77%|███████▋  | 12296/16050 [2:15:32<41:35,  1.50it/s]
Training 3/3 epoch (loss 0.0041):  77%|███████▋  | 12296/16050 [2:15:32<41:35,  1.50it/s]
Training 3/3 epoch (loss 0.0041):  77%|███████▋  | 12297/16050 [2:15:32<42:45,  1.46it/s]
Training 3/3 epoch (loss 0.0332):  77%|███████▋  | 12297/16050 [2:15:33<42:45,  1.46it/s]
Training 3/3 epoch (loss 0.0332):  77%|███████▋  | 12298/16050 [2:15:33<39:02,  1.60it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12298/16050 [2:15:33<39:02,  1.60it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12299/16050 [2:15:33<33:55,  1.84it/s]
Training 3/3 epoch (loss 0.0442):  77%|███████▋  | 12299/16050 [2:15:34<33:55,  1.84it/s]
Training 3/3 epoch (loss 0.0442):  77%|███████▋  | 12300/16050 [2:15:34<30:19,  2.06it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12300/16050 [2:15:34<30:19,  2.06it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12301/16050 [2:15:34<36:57,  1.69it/s]
Training 3/3 epoch (loss 0.0018):  77%|███████▋  | 12301/16050 [2:15:35<36:57,  1.69it/s]
Training 3/3 epoch (loss 0.0018):  77%|███████▋  | 12302/16050 [2:15:35<37:55,  1.65it/s]
Training 3/3 epoch (loss 0.1438):  77%|███████▋  | 12302/16050 [2:15:36<37:55,  1.65it/s]
Training 3/3 epoch (loss 0.1438):  77%|███████▋  | 12303/16050 [2:15:36<37:57,  1.65it/s]
Training 3/3 epoch (loss 0.0305):  77%|███████▋  | 12303/16050 [2:15:36<37:57,  1.65it/s]
Training 3/3 epoch (loss 0.0305):  77%|███████▋  | 12304/16050 [2:15:36<34:14,  1.82it/s]
Training 3/3 epoch (loss 0.0002):  77%|███████▋  | 12304/16050 [2:15:36<34:14,  1.82it/s]
Training 3/3 epoch (loss 0.0002):  77%|███████▋  | 12305/16050 [2:15:36<30:35,  2.04it/s]
Training 3/3 epoch (loss 0.0113):  77%|███████▋  | 12305/16050 [2:15:37<30:35,  2.04it/s]
Training 3/3 epoch (loss 0.0113):  77%|███████▋  | 12306/16050 [2:15:37<36:32,  1.71it/s]
Training 3/3 epoch (loss 0.0572):  77%|███████▋  | 12306/16050 [2:15:38<36:32,  1.71it/s]
Training 3/3 epoch (loss 0.0572):  77%|███████▋  | 12307/16050 [2:15:38<34:14,  1.82it/s]
Training 3/3 epoch (loss 0.0304):  77%|███████▋  | 12307/16050 [2:15:38<34:14,  1.82it/s]
Training 3/3 epoch (loss 0.0304):  77%|███████▋  | 12308/16050 [2:15:38<31:41,  1.97it/s]
Training 3/3 epoch (loss 0.0000):  77%|███████▋  | 12308/16050 [2:15:39<31:41,  1.97it/s]
Training 3/3 epoch (loss 0.0000):  77%|███████▋  | 12309/16050 [2:15:39<34:01,  1.83it/s]
Training 3/3 epoch (loss 0.0082):  77%|███████▋  | 12309/16050 [2:15:39<34:01,  1.83it/s]
Training 3/3 epoch (loss 0.0082):  77%|███████▋  | 12310/16050 [2:15:39<31:32,  1.98it/s]
Training 3/3 epoch (loss 0.0035):  77%|███████▋  | 12310/16050 [2:15:40<31:32,  1.98it/s]
Training 3/3 epoch (loss 0.0035):  77%|███████▋  | 12311/16050 [2:15:40<30:41,  2.03it/s]
Training 3/3 epoch (loss 0.3095):  77%|███████▋  | 12311/16050 [2:15:40<30:41,  2.03it/s]
Training 3/3 epoch (loss 0.3095):  77%|███████▋  | 12312/16050 [2:15:40<28:06,  2.22it/s]
Training 3/3 epoch (loss 0.0189):  77%|███████▋  | 12312/16050 [2:15:40<28:06,  2.22it/s]
Training 3/3 epoch (loss 0.0189):  77%|███████▋  | 12313/16050 [2:15:40<28:15,  2.20it/s]
Training 3/3 epoch (loss 0.0005):  77%|███████▋  | 12313/16050 [2:15:41<28:15,  2.20it/s]
Training 3/3 epoch (loss 0.0005):  77%|███████▋  | 12314/16050 [2:15:41<27:41,  2.25it/s]
Training 3/3 epoch (loss 0.0005):  77%|███████▋  | 12314/16050 [2:15:41<27:41,  2.25it/s]
Training 3/3 epoch (loss 0.0005):  77%|███████▋  | 12315/16050 [2:15:41<27:48,  2.24it/s]
Training 3/3 epoch (loss 0.0162):  77%|███████▋  | 12315/16050 [2:15:42<27:48,  2.24it/s]
Training 3/3 epoch (loss 0.0162):  77%|███████▋  | 12316/16050 [2:15:42<31:58,  1.95it/s]
Training 3/3 epoch (loss 0.0007):  77%|███████▋  | 12316/16050 [2:15:42<31:58,  1.95it/s]
Training 3/3 epoch (loss 0.0007):  77%|███████▋  | 12317/16050 [2:15:42<31:10,  2.00it/s]
Training 3/3 epoch (loss 0.1122):  77%|███████▋  | 12317/16050 [2:15:45<31:10,  2.00it/s]
Training 3/3 epoch (loss 0.1122):  77%|███████▋  | 12318/16050 [2:15:45<1:05:39,  1.06s/it]
Training 3/3 epoch (loss 0.0096):  77%|███████▋  | 12318/16050 [2:15:45<1:05:39,  1.06s/it]
Training 3/3 epoch (loss 0.0096):  77%|███████▋  | 12319/16050 [2:15:45<53:49,  1.16it/s]  
Training 3/3 epoch (loss 0.0397):  77%|███████▋  | 12319/16050 [2:15:46<53:49,  1.16it/s]
Training 3/3 epoch (loss 0.0397):  77%|███████▋  | 12320/16050 [2:15:46<46:47,  1.33it/s]
Training 3/3 epoch (loss 0.2083):  77%|███████▋  | 12320/16050 [2:15:46<46:47,  1.33it/s]
Training 3/3 epoch (loss 0.2083):  77%|███████▋  | 12321/16050 [2:15:46<45:28,  1.37it/s]
Training 3/3 epoch (loss 0.2709):  77%|███████▋  | 12321/16050 [2:15:47<45:28,  1.37it/s]
Training 3/3 epoch (loss 0.2709):  77%|███████▋  | 12322/16050 [2:15:47<41:21,  1.50it/s]
Training 3/3 epoch (loss 0.0003):  77%|███████▋  | 12322/16050 [2:15:47<41:21,  1.50it/s]
Training 3/3 epoch (loss 0.0003):  77%|███████▋  | 12323/16050 [2:15:47<35:31,  1.75it/s]
Training 3/3 epoch (loss 0.0000):  77%|███████▋  | 12323/16050 [2:15:48<35:31,  1.75it/s]
Training 3/3 epoch (loss 0.0000):  77%|███████▋  | 12324/16050 [2:15:48<34:41,  1.79it/s]
Training 3/3 epoch (loss 0.0131):  77%|███████▋  | 12324/16050 [2:15:48<34:41,  1.79it/s]
Training 3/3 epoch (loss 0.0131):  77%|███████▋  | 12325/16050 [2:15:48<32:44,  1.90it/s]
Training 3/3 epoch (loss 0.0073):  77%|███████▋  | 12325/16050 [2:15:49<32:44,  1.90it/s]
Training 3/3 epoch (loss 0.0073):  77%|███████▋  | 12326/16050 [2:15:49<29:12,  2.12it/s]
Training 3/3 epoch (loss 0.0131):  77%|███████▋  | 12326/16050 [2:15:49<29:12,  2.12it/s]
Training 3/3 epoch (loss 0.0131):  77%|███████▋  | 12327/16050 [2:15:49<29:48,  2.08it/s]
Training 3/3 epoch (loss 0.1410):  77%|███████▋  | 12327/16050 [2:15:49<29:48,  2.08it/s]
Training 3/3 epoch (loss 0.1410):  77%|███████▋  | 12328/16050 [2:15:49<28:14,  2.20it/s]
Training 3/3 epoch (loss 0.0547):  77%|███████▋  | 12328/16050 [2:15:50<28:14,  2.20it/s]
Training 3/3 epoch (loss 0.0547):  77%|███████▋  | 12329/16050 [2:15:50<34:47,  1.78it/s]
Training 3/3 epoch (loss 0.1240):  77%|███████▋  | 12329/16050 [2:15:53<34:47,  1.78it/s]
Training 3/3 epoch (loss 0.1240):  77%|███████▋  | 12330/16050 [2:15:53<1:08:01,  1.10s/it]
Training 3/3 epoch (loss 0.0180):  77%|███████▋  | 12330/16050 [2:15:53<1:08:01,  1.10s/it]
Training 3/3 epoch (loss 0.0180):  77%|███████▋  | 12331/16050 [2:15:53<54:12,  1.14it/s]  
Training 3/3 epoch (loss 0.2691):  77%|███████▋  | 12331/16050 [2:15:53<54:12,  1.14it/s]
Training 3/3 epoch (loss 0.2691):  77%|███████▋  | 12332/16050 [2:15:53<44:59,  1.38it/s]
Training 3/3 epoch (loss 0.0836):  77%|███████▋  | 12332/16050 [2:15:55<44:59,  1.38it/s]
Training 3/3 epoch (loss 0.0836):  77%|███████▋  | 12333/16050 [2:15:55<54:36,  1.13it/s]
Training 3/3 epoch (loss 0.2080):  77%|███████▋  | 12333/16050 [2:15:57<54:36,  1.13it/s]
Training 3/3 epoch (loss 0.2080):  77%|███████▋  | 12334/16050 [2:15:57<1:19:31,  1.28s/it]
Training 3/3 epoch (loss 0.0085):  77%|███████▋  | 12334/16050 [2:15:57<1:19:31,  1.28s/it]
Training 3/3 epoch (loss 0.0085):  77%|███████▋  | 12335/16050 [2:15:57<1:04:17,  1.04s/it]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12335/16050 [2:15:58<1:04:17,  1.04s/it]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12336/16050 [2:15:58<51:01,  1.21it/s]  
Training 3/3 epoch (loss 0.0010):  77%|███████▋  | 12336/16050 [2:15:58<51:01,  1.21it/s]
Training 3/3 epoch (loss 0.0010):  77%|███████▋  | 12337/16050 [2:15:58<44:04,  1.40it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12337/16050 [2:15:59<44:04,  1.40it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12338/16050 [2:15:59<39:12,  1.58it/s]
Training 3/3 epoch (loss 0.5725):  77%|███████▋  | 12338/16050 [2:16:01<39:12,  1.58it/s]
Training 3/3 epoch (loss 0.5725):  77%|███████▋  | 12339/16050 [2:16:01<1:10:52,  1.15s/it]
Training 3/3 epoch (loss 0.0504):  77%|███████▋  | 12339/16050 [2:16:02<1:10:52,  1.15s/it]
Training 3/3 epoch (loss 0.0504):  77%|███████▋  | 12340/16050 [2:16:02<1:02:14,  1.01s/it]
Training 3/3 epoch (loss 0.0058):  77%|███████▋  | 12340/16050 [2:16:02<1:02:14,  1.01s/it]
Training 3/3 epoch (loss 0.0058):  77%|███████▋  | 12341/16050 [2:16:02<51:35,  1.20it/s]  
Training 3/3 epoch (loss 0.0032):  77%|███████▋  | 12341/16050 [2:16:02<51:35,  1.20it/s]
Training 3/3 epoch (loss 0.0032):  77%|███████▋  | 12342/16050 [2:16:02<43:44,  1.41it/s]
Training 3/3 epoch (loss 0.0061):  77%|███████▋  | 12342/16050 [2:16:03<43:44,  1.41it/s]
Training 3/3 epoch (loss 0.0061):  77%|███████▋  | 12343/16050 [2:16:03<42:51,  1.44it/s]
Training 3/3 epoch (loss 0.0005):  77%|███████▋  | 12343/16050 [2:16:04<42:51,  1.44it/s]
Training 3/3 epoch (loss 0.0005):  77%|███████▋  | 12344/16050 [2:16:04<41:29,  1.49it/s]
Training 3/3 epoch (loss 0.0228):  77%|███████▋  | 12344/16050 [2:16:04<41:29,  1.49it/s]
Training 3/3 epoch (loss 0.0228):  77%|███████▋  | 12345/16050 [2:16:04<35:32,  1.74it/s]
Training 3/3 epoch (loss 0.2343):  77%|███████▋  | 12345/16050 [2:16:05<35:32,  1.74it/s]
Training 3/3 epoch (loss 0.2343):  77%|███████▋  | 12346/16050 [2:16:05<39:56,  1.55it/s]
Training 3/3 epoch (loss 0.0157):  77%|███████▋  | 12346/16050 [2:16:05<39:56,  1.55it/s]
Training 3/3 epoch (loss 0.0157):  77%|███████▋  | 12347/16050 [2:16:05<38:43,  1.59it/s]
Training 3/3 epoch (loss 0.0005):  77%|███████▋  | 12347/16050 [2:16:06<38:43,  1.59it/s]
Training 3/3 epoch (loss 0.0005):  77%|███████▋  | 12348/16050 [2:16:06<33:44,  1.83it/s]
Training 3/3 epoch (loss 0.4692):  77%|███████▋  | 12348/16050 [2:16:06<33:44,  1.83it/s]
Training 3/3 epoch (loss 0.4692):  77%|███████▋  | 12349/16050 [2:16:06<31:01,  1.99it/s]
Training 3/3 epoch (loss 0.1246):  77%|███████▋  | 12349/16050 [2:16:07<31:01,  1.99it/s]
Training 3/3 epoch (loss 0.1246):  77%|███████▋  | 12350/16050 [2:16:07<27:57,  2.21it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12350/16050 [2:16:07<27:57,  2.21it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12351/16050 [2:16:07<29:10,  2.11it/s]
Training 3/3 epoch (loss 0.5237):  77%|███████▋  | 12351/16050 [2:16:07<29:10,  2.11it/s]
Training 3/3 epoch (loss 0.5237):  77%|███████▋  | 12352/16050 [2:16:07<27:16,  2.26it/s]
Training 3/3 epoch (loss 0.1232):  77%|███████▋  | 12352/16050 [2:16:08<27:16,  2.26it/s]
Training 3/3 epoch (loss 0.1232):  77%|███████▋  | 12353/16050 [2:16:08<28:47,  2.14it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12353/16050 [2:16:08<28:47,  2.14it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12354/16050 [2:16:08<29:43,  2.07it/s]
Training 3/3 epoch (loss 0.0041):  77%|███████▋  | 12354/16050 [2:16:09<29:43,  2.07it/s]
Training 3/3 epoch (loss 0.0041):  77%|███████▋  | 12355/16050 [2:16:09<29:23,  2.10it/s]
Training 3/3 epoch (loss 0.0142):  77%|███████▋  | 12355/16050 [2:16:09<29:23,  2.10it/s]
Training 3/3 epoch (loss 0.0142):  77%|███████▋  | 12356/16050 [2:16:09<28:00,  2.20it/s]
Training 3/3 epoch (loss 0.2752):  77%|███████▋  | 12356/16050 [2:16:10<28:00,  2.20it/s]
Training 3/3 epoch (loss 0.2752):  77%|███████▋  | 12357/16050 [2:16:10<27:16,  2.26it/s]
Training 3/3 epoch (loss 0.0051):  77%|███████▋  | 12357/16050 [2:16:10<27:16,  2.26it/s]
Training 3/3 epoch (loss 0.0051):  77%|███████▋  | 12358/16050 [2:16:10<29:04,  2.12it/s]
Training 3/3 epoch (loss 0.0187):  77%|███████▋  | 12358/16050 [2:16:11<29:04,  2.12it/s]
Training 3/3 epoch (loss 0.0187):  77%|███████▋  | 12359/16050 [2:16:11<26:57,  2.28it/s]
Training 3/3 epoch (loss 0.0228):  77%|███████▋  | 12359/16050 [2:16:11<26:57,  2.28it/s]
Training 3/3 epoch (loss 0.0228):  77%|███████▋  | 12360/16050 [2:16:11<29:58,  2.05it/s]
Training 3/3 epoch (loss 0.0035):  77%|███████▋  | 12360/16050 [2:16:12<29:58,  2.05it/s]
Training 3/3 epoch (loss 0.0035):  77%|███████▋  | 12361/16050 [2:16:12<33:02,  1.86it/s]
Training 3/3 epoch (loss 0.0493):  77%|███████▋  | 12361/16050 [2:16:13<33:02,  1.86it/s]
Training 3/3 epoch (loss 0.0493):  77%|███████▋  | 12362/16050 [2:16:13<34:36,  1.78it/s]
Training 3/3 epoch (loss 0.0075):  77%|███████▋  | 12362/16050 [2:16:13<34:36,  1.78it/s]
Training 3/3 epoch (loss 0.0075):  77%|███████▋  | 12363/16050 [2:16:13<31:35,  1.95it/s]
Training 3/3 epoch (loss 0.0304):  77%|███████▋  | 12363/16050 [2:16:14<31:35,  1.95it/s]
Training 3/3 epoch (loss 0.0304):  77%|███████▋  | 12364/16050 [2:16:14<33:52,  1.81it/s]
Training 3/3 epoch (loss 0.2798):  77%|███████▋  | 12364/16050 [2:16:14<33:52,  1.81it/s]
Training 3/3 epoch (loss 0.2798):  77%|███████▋  | 12365/16050 [2:16:14<33:16,  1.85it/s]
Training 3/3 epoch (loss 0.0045):  77%|███████▋  | 12365/16050 [2:16:15<33:16,  1.85it/s]
Training 3/3 epoch (loss 0.0045):  77%|███████▋  | 12366/16050 [2:16:15<32:11,  1.91it/s]
Training 3/3 epoch (loss 0.4590):  77%|███████▋  | 12366/16050 [2:16:15<32:11,  1.91it/s]
Training 3/3 epoch (loss 0.4590):  77%|███████▋  | 12367/16050 [2:16:15<30:08,  2.04it/s]
Training 3/3 epoch (loss 1.1686):  77%|███████▋  | 12367/16050 [2:16:15<30:08,  2.04it/s]
Training 3/3 epoch (loss 1.1686):  77%|███████▋  | 12368/16050 [2:16:15<28:36,  2.15it/s]
Training 3/3 epoch (loss 0.0020):  77%|███████▋  | 12368/16050 [2:16:16<28:36,  2.15it/s]
Training 3/3 epoch (loss 0.0020):  77%|███████▋  | 12369/16050 [2:16:16<29:52,  2.05it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12369/16050 [2:16:16<29:52,  2.05it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12370/16050 [2:16:16<31:04,  1.97it/s]
Training 3/3 epoch (loss 0.2730):  77%|███████▋  | 12370/16050 [2:16:18<31:04,  1.97it/s]
Training 3/3 epoch (loss 0.2730):  77%|███████▋  | 12371/16050 [2:16:18<41:16,  1.49it/s]
Training 3/3 epoch (loss 0.5678):  77%|███████▋  | 12371/16050 [2:16:18<41:16,  1.49it/s]
Training 3/3 epoch (loss 0.5678):  77%|███████▋  | 12372/16050 [2:16:18<34:24,  1.78it/s]
Training 3/3 epoch (loss 0.0227):  77%|███████▋  | 12372/16050 [2:16:18<34:24,  1.78it/s]
Training 3/3 epoch (loss 0.0227):  77%|███████▋  | 12373/16050 [2:16:18<34:00,  1.80it/s]
Training 3/3 epoch (loss 0.2299):  77%|███████▋  | 12373/16050 [2:16:19<34:00,  1.80it/s]
Training 3/3 epoch (loss 0.2299):  77%|███████▋  | 12374/16050 [2:16:19<34:34,  1.77it/s]
Training 3/3 epoch (loss 0.0012):  77%|███████▋  | 12374/16050 [2:16:19<34:34,  1.77it/s]
Training 3/3 epoch (loss 0.0012):  77%|███████▋  | 12375/16050 [2:16:19<33:42,  1.82it/s]
Training 3/3 epoch (loss 0.0007):  77%|███████▋  | 12375/16050 [2:16:20<33:42,  1.82it/s]
Training 3/3 epoch (loss 0.0007):  77%|███████▋  | 12376/16050 [2:16:20<33:45,  1.81it/s]
Training 3/3 epoch (loss 0.0420):  77%|███████▋  | 12376/16050 [2:16:20<33:45,  1.81it/s]
Training 3/3 epoch (loss 0.0420):  77%|███████▋  | 12377/16050 [2:16:20<30:35,  2.00it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12377/16050 [2:16:21<30:35,  2.00it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12378/16050 [2:16:21<32:29,  1.88it/s]
Training 3/3 epoch (loss 0.0003):  77%|███████▋  | 12378/16050 [2:16:21<32:29,  1.88it/s]
Training 3/3 epoch (loss 0.0003):  77%|███████▋  | 12379/16050 [2:16:21<28:32,  2.14it/s]
Training 3/3 epoch (loss 0.2627):  77%|███████▋  | 12379/16050 [2:16:22<28:32,  2.14it/s]
Training 3/3 epoch (loss 0.2627):  77%|███████▋  | 12380/16050 [2:16:22<37:57,  1.61it/s]
Training 3/3 epoch (loss 0.0009):  77%|███████▋  | 12380/16050 [2:16:23<37:57,  1.61it/s]
Training 3/3 epoch (loss 0.0009):  77%|███████▋  | 12381/16050 [2:16:23<35:29,  1.72it/s]
Training 3/3 epoch (loss 0.0266):  77%|███████▋  | 12381/16050 [2:16:24<35:29,  1.72it/s]
Training 3/3 epoch (loss 0.0266):  77%|███████▋  | 12382/16050 [2:16:24<39:45,  1.54it/s]
Training 3/3 epoch (loss 0.3256):  77%|███████▋  | 12382/16050 [2:16:24<39:45,  1.54it/s]
Training 3/3 epoch (loss 0.3256):  77%|███████▋  | 12383/16050 [2:16:24<38:37,  1.58it/s]
Training 3/3 epoch (loss 0.0264):  77%|███████▋  | 12383/16050 [2:16:25<38:37,  1.58it/s]
Training 3/3 epoch (loss 0.0264):  77%|███████▋  | 12384/16050 [2:16:25<39:30,  1.55it/s]
Training 3/3 epoch (loss 0.6308):  77%|███████▋  | 12384/16050 [2:16:25<39:30,  1.55it/s]
Training 3/3 epoch (loss 0.6308):  77%|███████▋  | 12385/16050 [2:16:25<38:54,  1.57it/s]
Training 3/3 epoch (loss 0.1558):  77%|███████▋  | 12385/16050 [2:16:26<38:54,  1.57it/s]
Training 3/3 epoch (loss 0.1558):  77%|███████▋  | 12386/16050 [2:16:26<33:59,  1.80it/s]
Training 3/3 epoch (loss 0.2637):  77%|███████▋  | 12386/16050 [2:16:26<33:59,  1.80it/s]
Training 3/3 epoch (loss 0.2637):  77%|███████▋  | 12387/16050 [2:16:26<30:09,  2.02it/s]
Training 3/3 epoch (loss 0.4425):  77%|███████▋  | 12387/16050 [2:16:27<30:09,  2.02it/s]
Training 3/3 epoch (loss 0.4425):  77%|███████▋  | 12388/16050 [2:16:27<37:01,  1.65it/s]
Training 3/3 epoch (loss 0.0320):  77%|███████▋  | 12388/16050 [2:16:27<37:01,  1.65it/s]
Training 3/3 epoch (loss 0.0320):  77%|███████▋  | 12389/16050 [2:16:27<32:28,  1.88it/s]
Training 3/3 epoch (loss 0.3042):  77%|███████▋  | 12389/16050 [2:16:30<32:28,  1.88it/s]
Training 3/3 epoch (loss 0.3042):  77%|███████▋  | 12390/16050 [2:16:30<1:03:27,  1.04s/it]
Training 3/3 epoch (loss 0.5337):  77%|███████▋  | 12390/16050 [2:16:30<1:03:27,  1.04s/it]
Training 3/3 epoch (loss 0.5337):  77%|███████▋  | 12391/16050 [2:16:30<54:07,  1.13it/s]  
Training 3/3 epoch (loss 0.0021):  77%|███████▋  | 12391/16050 [2:16:31<54:07,  1.13it/s]
Training 3/3 epoch (loss 0.0021):  77%|███████▋  | 12392/16050 [2:16:31<46:22,  1.31it/s]
Training 3/3 epoch (loss 0.0131):  77%|███████▋  | 12392/16050 [2:16:31<46:22,  1.31it/s]
Training 3/3 epoch (loss 0.0131):  77%|███████▋  | 12393/16050 [2:16:31<43:41,  1.39it/s]
Training 3/3 epoch (loss 0.2202):  77%|███████▋  | 12393/16050 [2:16:32<43:41,  1.39it/s]
Training 3/3 epoch (loss 0.2202):  77%|███████▋  | 12394/16050 [2:16:32<42:07,  1.45it/s]
Training 3/3 epoch (loss 0.0326):  77%|███████▋  | 12394/16050 [2:16:32<42:07,  1.45it/s]
Training 3/3 epoch (loss 0.0326):  77%|███████▋  | 12395/16050 [2:16:32<36:41,  1.66it/s]
Training 3/3 epoch (loss 0.0058):  77%|███████▋  | 12395/16050 [2:16:33<36:41,  1.66it/s]
Training 3/3 epoch (loss 0.0058):  77%|███████▋  | 12396/16050 [2:16:33<36:17,  1.68it/s]
Training 3/3 epoch (loss 0.1157):  77%|███████▋  | 12396/16050 [2:16:33<36:17,  1.68it/s]
Training 3/3 epoch (loss 0.1157):  77%|███████▋  | 12397/16050 [2:16:33<34:46,  1.75it/s]
Training 3/3 epoch (loss 0.0172):  77%|███████▋  | 12397/16050 [2:16:34<34:46,  1.75it/s]
Training 3/3 epoch (loss 0.0172):  77%|███████▋  | 12398/16050 [2:16:34<35:23,  1.72it/s]
Training 3/3 epoch (loss 0.0214):  77%|███████▋  | 12398/16050 [2:16:34<35:23,  1.72it/s]
Training 3/3 epoch (loss 0.0214):  77%|███████▋  | 12399/16050 [2:16:34<30:52,  1.97it/s]
Training 3/3 epoch (loss 0.0029):  77%|███████▋  | 12399/16050 [2:16:35<30:52,  1.97it/s]
Training 3/3 epoch (loss 0.0029):  77%|███████▋  | 12400/16050 [2:16:35<28:04,  2.17it/s]
Training 3/3 epoch (loss 0.0093):  77%|███████▋  | 12400/16050 [2:16:35<28:04,  2.17it/s]
Training 3/3 epoch (loss 0.0093):  77%|███████▋  | 12401/16050 [2:16:35<27:54,  2.18it/s]
Training 3/3 epoch (loss 0.0043):  77%|███████▋  | 12401/16050 [2:16:36<27:54,  2.18it/s]
Training 3/3 epoch (loss 0.0043):  77%|███████▋  | 12402/16050 [2:16:36<30:18,  2.01it/s]
Training 3/3 epoch (loss 0.0167):  77%|███████▋  | 12402/16050 [2:16:37<30:18,  2.01it/s]
Training 3/3 epoch (loss 0.0167):  77%|███████▋  | 12403/16050 [2:16:37<39:20,  1.55it/s]
Training 3/3 epoch (loss 0.0007):  77%|███████▋  | 12403/16050 [2:16:37<39:20,  1.55it/s]
Training 3/3 epoch (loss 0.0007):  77%|███████▋  | 12404/16050 [2:16:37<37:36,  1.62it/s]
Training 3/3 epoch (loss 0.0186):  77%|███████▋  | 12404/16050 [2:16:38<37:36,  1.62it/s]
Training 3/3 epoch (loss 0.0186):  77%|███████▋  | 12405/16050 [2:16:38<36:04,  1.68it/s]
Training 3/3 epoch (loss 0.0014):  77%|███████▋  | 12405/16050 [2:16:38<36:04,  1.68it/s]
Training 3/3 epoch (loss 0.0014):  77%|███████▋  | 12406/16050 [2:16:38<33:56,  1.79it/s]
Training 3/3 epoch (loss 0.5389):  77%|███████▋  | 12406/16050 [2:16:39<33:56,  1.79it/s]
Training 3/3 epoch (loss 0.5389):  77%|███████▋  | 12407/16050 [2:16:39<33:19,  1.82it/s]
Training 3/3 epoch (loss 0.0003):  77%|███████▋  | 12407/16050 [2:16:39<33:19,  1.82it/s]
Training 3/3 epoch (loss 0.0003):  77%|███████▋  | 12408/16050 [2:16:39<32:18,  1.88it/s]
Training 3/3 epoch (loss 0.4246):  77%|███████▋  | 12408/16050 [2:16:40<32:18,  1.88it/s]
Training 3/3 epoch (loss 0.4246):  77%|███████▋  | 12409/16050 [2:16:40<30:06,  2.02it/s]
Training 3/3 epoch (loss 0.1064):  77%|███████▋  | 12409/16050 [2:16:40<30:06,  2.02it/s]
Training 3/3 epoch (loss 0.1064):  77%|███████▋  | 12410/16050 [2:16:40<34:56,  1.74it/s]
Training 3/3 epoch (loss 0.2305):  77%|███████▋  | 12410/16050 [2:16:41<34:56,  1.74it/s]
Training 3/3 epoch (loss 0.2305):  77%|███████▋  | 12411/16050 [2:16:41<34:09,  1.78it/s]
Training 3/3 epoch (loss 0.0330):  77%|███████▋  | 12411/16050 [2:16:41<34:09,  1.78it/s]
Training 3/3 epoch (loss 0.0330):  77%|███████▋  | 12412/16050 [2:16:41<32:31,  1.86it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12412/16050 [2:16:42<32:31,  1.86it/s]
Training 3/3 epoch (loss 0.0001):  77%|███████▋  | 12413/16050 [2:16:42<31:05,  1.95it/s]
Training 3/3 epoch (loss 0.0037):  77%|███████▋  | 12413/16050 [2:16:42<31:05,  1.95it/s]
Training 3/3 epoch (loss 0.0037):  77%|███████▋  | 12414/16050 [2:16:42<28:46,  2.11it/s]
Training 3/3 epoch (loss 0.2601):  77%|███████▋  | 12414/16050 [2:16:43<28:46,  2.11it/s]
Training 3/3 epoch (loss 0.2601):  77%|███████▋  | 12415/16050 [2:16:43<29:33,  2.05it/s]
Training 3/3 epoch (loss 0.0006):  77%|███████▋  | 12415/16050 [2:16:44<29:33,  2.05it/s]
Training 3/3 epoch (loss 0.0006):  77%|███████▋  | 12416/16050 [2:16:44<32:54,  1.84it/s]
Training 3/3 epoch (loss 0.0245):  77%|███████▋  | 12416/16050 [2:16:44<32:54,  1.84it/s]
Training 3/3 epoch (loss 0.0245):  77%|███████▋  | 12417/16050 [2:16:44<33:07,  1.83it/s]
Training 3/3 epoch (loss 0.0124):  77%|███████▋  | 12417/16050 [2:16:45<33:07,  1.83it/s]
Training 3/3 epoch (loss 0.0124):  77%|███████▋  | 12418/16050 [2:16:45<35:26,  1.71it/s]
Training 3/3 epoch (loss 0.0003):  77%|███████▋  | 12418/16050 [2:16:45<35:26,  1.71it/s]
Training 3/3 epoch (loss 0.0003):  77%|███████▋  | 12419/16050 [2:16:45<33:03,  1.83it/s]
Training 3/3 epoch (loss 0.0078):  77%|███████▋  | 12419/16050 [2:16:46<33:03,  1.83it/s]
Training 3/3 epoch (loss 0.0078):  77%|███████▋  | 12420/16050 [2:16:46<34:38,  1.75it/s]
Training 3/3 epoch (loss 0.3027):  77%|███████▋  | 12420/16050 [2:16:46<34:38,  1.75it/s]
Training 3/3 epoch (loss 0.3027):  77%|███████▋  | 12421/16050 [2:16:46<33:40,  1.80it/s]
Training 3/3 epoch (loss 0.2510):  77%|███████▋  | 12421/16050 [2:16:49<33:40,  1.80it/s]
Training 3/3 epoch (loss 0.2510):  77%|███████▋  | 12422/16050 [2:16:49<1:04:31,  1.07s/it]
Training 3/3 epoch (loss 0.2773):  77%|███████▋  | 12422/16050 [2:16:51<1:04:31,  1.07s/it]
Training 3/3 epoch (loss 0.2773):  77%|███████▋  | 12423/16050 [2:16:51<1:28:05,  1.46s/it]
Training 3/3 epoch (loss 0.0120):  77%|███████▋  | 12423/16050 [2:16:51<1:28:05,  1.46s/it]
Training 3/3 epoch (loss 0.0120):  77%|███████▋  | 12424/16050 [2:16:51<1:09:23,  1.15s/it]
Training 3/3 epoch (loss 0.3113):  77%|███████▋  | 12424/16050 [2:16:52<1:09:23,  1.15s/it]
Training 3/3 epoch (loss 0.3113):  77%|███████▋  | 12425/16050 [2:16:52<1:00:48,  1.01s/it]
Training 3/3 epoch (loss 0.0726):  77%|███████▋  | 12425/16050 [2:16:53<1:00:48,  1.01s/it]
Training 3/3 epoch (loss 0.0726):  77%|███████▋  | 12426/16050 [2:16:53<52:05,  1.16it/s]  
Training 3/3 epoch (loss 0.0171):  77%|███████▋  | 12426/16050 [2:16:53<52:05,  1.16it/s]
Training 3/3 epoch (loss 0.0171):  77%|███████▋  | 12427/16050 [2:16:53<45:05,  1.34it/s]
Training 3/3 epoch (loss 0.0000):  77%|███████▋  | 12427/16050 [2:16:54<45:05,  1.34it/s]
Training 3/3 epoch (loss 0.0000):  77%|███████▋  | 12428/16050 [2:16:54<40:30,  1.49it/s]
Training 3/3 epoch (loss 0.1857):  77%|███████▋  | 12428/16050 [2:16:54<40:30,  1.49it/s]
Training 3/3 epoch (loss 0.1857):  77%|███████▋  | 12429/16050 [2:16:54<36:35,  1.65it/s]
Training 3/3 epoch (loss 0.1194):  77%|███████▋  | 12429/16050 [2:16:55<36:35,  1.65it/s]
Training 3/3 epoch (loss 0.1194):  77%|███████▋  | 12430/16050 [2:16:55<37:24,  1.61it/s]
Training 3/3 epoch (loss 0.0921):  77%|███████▋  | 12430/16050 [2:16:55<37:24,  1.61it/s]
Training 3/3 epoch (loss 0.0921):  77%|███████▋  | 12431/16050 [2:16:55<36:48,  1.64it/s]
Training 3/3 epoch (loss 0.4002):  77%|███████▋  | 12431/16050 [2:16:56<36:48,  1.64it/s]
Training 3/3 epoch (loss 0.4002):  77%|███████▋  | 12432/16050 [2:16:56<37:07,  1.62it/s]
Training 3/3 epoch (loss 0.0208):  77%|███████▋  | 12432/16050 [2:16:57<37:07,  1.62it/s]
Training 3/3 epoch (loss 0.0208):  77%|███████▋  | 12433/16050 [2:16:57<40:57,  1.47it/s]
Training 3/3 epoch (loss 0.0002):  77%|███████▋  | 12433/16050 [2:16:57<40:57,  1.47it/s]
Training 3/3 epoch (loss 0.0002):  77%|███████▋  | 12434/16050 [2:16:57<37:27,  1.61it/s]
Training 3/3 epoch (loss 0.2141):  77%|███████▋  | 12434/16050 [2:16:58<37:27,  1.61it/s]
Training 3/3 epoch (loss 0.2141):  77%|███████▋  | 12435/16050 [2:16:58<35:25,  1.70it/s]
Training 3/3 epoch (loss 0.0024):  77%|███████▋  | 12435/16050 [2:16:58<35:25,  1.70it/s]
Training 3/3 epoch (loss 0.0024):  77%|███████▋  | 12436/16050 [2:16:58<35:56,  1.68it/s]
Training 3/3 epoch (loss 0.0045):  77%|███████▋  | 12436/16050 [2:16:59<35:56,  1.68it/s]
Training 3/3 epoch (loss 0.0045):  77%|███████▋  | 12437/16050 [2:16:59<37:08,  1.62it/s]
Training 3/3 epoch (loss 0.0030):  77%|███████▋  | 12437/16050 [2:16:59<37:08,  1.62it/s]
Training 3/3 epoch (loss 0.0030):  77%|███████▋  | 12438/16050 [2:16:59<34:10,  1.76it/s]
Training 3/3 epoch (loss 0.0022):  77%|███████▋  | 12438/16050 [2:17:00<34:10,  1.76it/s]
Training 3/3 epoch (loss 0.0022):  78%|███████▊  | 12439/16050 [2:17:00<32:35,  1.85it/s]
Training 3/3 epoch (loss 0.3430):  78%|███████▊  | 12439/16050 [2:17:01<32:35,  1.85it/s]
Training 3/3 epoch (loss 0.3430):  78%|███████▊  | 12440/16050 [2:17:01<43:25,  1.39it/s]
Training 3/3 epoch (loss 0.0002):  78%|███████▊  | 12440/16050 [2:17:02<43:25,  1.39it/s]
Training 3/3 epoch (loss 0.0002):  78%|███████▊  | 12441/16050 [2:17:02<38:51,  1.55it/s]
Training 3/3 epoch (loss 0.0210):  78%|███████▊  | 12441/16050 [2:17:02<38:51,  1.55it/s]
Training 3/3 epoch (loss 0.0210):  78%|███████▊  | 12442/16050 [2:17:02<38:25,  1.57it/s]
Training 3/3 epoch (loss 0.0507):  78%|███████▊  | 12442/16050 [2:17:03<38:25,  1.57it/s]
Training 3/3 epoch (loss 0.0507):  78%|███████▊  | 12443/16050 [2:17:03<37:48,  1.59it/s]
Training 3/3 epoch (loss 0.1513):  78%|███████▊  | 12443/16050 [2:17:03<37:48,  1.59it/s]
Training 3/3 epoch (loss 0.1513):  78%|███████▊  | 12444/16050 [2:17:03<32:57,  1.82it/s]
Training 3/3 epoch (loss 0.1557):  78%|███████▊  | 12444/16050 [2:17:04<32:57,  1.82it/s]
Training 3/3 epoch (loss 0.1557):  78%|███████▊  | 12445/16050 [2:17:04<32:37,  1.84it/s]
Training 3/3 epoch (loss 0.0154):  78%|███████▊  | 12445/16050 [2:17:04<32:37,  1.84it/s]
Training 3/3 epoch (loss 0.0154):  78%|███████▊  | 12446/16050 [2:17:04<32:44,  1.83it/s]
Training 3/3 epoch (loss 0.0135):  78%|███████▊  | 12446/16050 [2:17:05<32:44,  1.83it/s]
Training 3/3 epoch (loss 0.0135):  78%|███████▊  | 12447/16050 [2:17:05<34:05,  1.76it/s]
Training 3/3 epoch (loss 0.5048):  78%|███████▊  | 12447/16050 [2:17:07<34:05,  1.76it/s]
Training 3/3 epoch (loss 0.5048):  78%|███████▊  | 12448/16050 [2:17:07<1:06:09,  1.10s/it]
Training 3/3 epoch (loss 0.0006):  78%|███████▊  | 12448/16050 [2:17:08<1:06:09,  1.10s/it]
Training 3/3 epoch (loss 0.0006):  78%|███████▊  | 12449/16050 [2:17:08<54:41,  1.10it/s]  
Training 3/3 epoch (loss 0.0417):  78%|███████▊  | 12449/16050 [2:17:08<54:41,  1.10it/s]
Training 3/3 epoch (loss 0.0417):  78%|███████▊  | 12450/16050 [2:17:08<45:37,  1.31it/s]
Training 3/3 epoch (loss 0.4704):  78%|███████▊  | 12450/16050 [2:17:08<45:37,  1.31it/s]
Training 3/3 epoch (loss 0.4704):  78%|███████▊  | 12451/16050 [2:17:08<37:36,  1.60it/s]
Training 3/3 epoch (loss 0.0001):  78%|███████▊  | 12451/16050 [2:17:09<37:36,  1.60it/s]
Training 3/3 epoch (loss 0.0001):  78%|███████▊  | 12452/16050 [2:17:09<37:03,  1.62it/s]
Training 3/3 epoch (loss 0.1225):  78%|███████▊  | 12452/16050 [2:17:10<37:03,  1.62it/s]
Training 3/3 epoch (loss 0.1225):  78%|███████▊  | 12453/16050 [2:17:10<44:13,  1.36it/s]
Training 3/3 epoch (loss 0.0004):  78%|███████▊  | 12453/16050 [2:17:10<44:13,  1.36it/s]
Training 3/3 epoch (loss 0.0004):  78%|███████▊  | 12454/16050 [2:17:10<37:32,  1.60it/s]
Training 3/3 epoch (loss 0.0120):  78%|███████▊  | 12454/16050 [2:17:11<37:32,  1.60it/s]
Training 3/3 epoch (loss 0.0120):  78%|███████▊  | 12455/16050 [2:17:11<31:37,  1.89it/s]
Training 3/3 epoch (loss 0.3227):  78%|███████▊  | 12455/16050 [2:17:11<31:37,  1.89it/s]
Training 3/3 epoch (loss 0.3227):  78%|███████▊  | 12456/16050 [2:17:11<29:28,  2.03it/s]
Training 3/3 epoch (loss 0.0066):  78%|███████▊  | 12456/16050 [2:17:12<29:28,  2.03it/s]
Training 3/3 epoch (loss 0.0066):  78%|███████▊  | 12457/16050 [2:17:12<28:33,  2.10it/s]
Training 3/3 epoch (loss 0.0182):  78%|███████▊  | 12457/16050 [2:17:12<28:33,  2.10it/s]
Training 3/3 epoch (loss 0.0182):  78%|███████▊  | 12458/16050 [2:17:12<27:09,  2.20it/s]
Training 3/3 epoch (loss 0.0280):  78%|███████▊  | 12458/16050 [2:17:13<27:09,  2.20it/s]
Training 3/3 epoch (loss 0.0280):  78%|███████▊  | 12459/16050 [2:17:13<30:56,  1.93it/s]
Training 3/3 epoch (loss 0.0245):  78%|███████▊  | 12459/16050 [2:17:13<30:56,  1.93it/s]
Training 3/3 epoch (loss 0.0245):  78%|███████▊  | 12460/16050 [2:17:13<34:35,  1.73it/s]
Training 3/3 epoch (loss 0.0401):  78%|███████▊  | 12460/16050 [2:17:14<34:35,  1.73it/s]
Training 3/3 epoch (loss 0.0401):  78%|███████▊  | 12461/16050 [2:17:14<39:29,  1.51it/s]
Training 3/3 epoch (loss 0.0256):  78%|███████▊  | 12461/16050 [2:17:15<39:29,  1.51it/s]
Training 3/3 epoch (loss 0.0256):  78%|███████▊  | 12462/16050 [2:17:15<35:50,  1.67it/s]
Training 3/3 epoch (loss 0.0252):  78%|███████▊  | 12462/16050 [2:17:15<35:50,  1.67it/s]
Training 3/3 epoch (loss 0.0252):  78%|███████▊  | 12463/16050 [2:17:15<34:24,  1.74it/s]
Training 3/3 epoch (loss 0.0026):  78%|███████▊  | 12463/16050 [2:17:16<34:24,  1.74it/s]
Training 3/3 epoch (loss 0.0026):  78%|███████▊  | 12464/16050 [2:17:16<32:14,  1.85it/s]
Training 3/3 epoch (loss 0.0061):  78%|███████▊  | 12464/16050 [2:17:16<32:14,  1.85it/s]
Training 3/3 epoch (loss 0.0061):  78%|███████▊  | 12465/16050 [2:17:16<36:31,  1.64it/s]
Training 3/3 epoch (loss 0.6331):  78%|███████▊  | 12465/16050 [2:17:17<36:31,  1.64it/s]
Training 3/3 epoch (loss 0.6331):  78%|███████▊  | 12466/16050 [2:17:17<33:06,  1.80it/s]
Training 3/3 epoch (loss 0.1299):  78%|███████▊  | 12466/16050 [2:17:17<33:06,  1.80it/s]
Training 3/3 epoch (loss 0.1299):  78%|███████▊  | 12467/16050 [2:17:17<31:42,  1.88it/s]
Training 3/3 epoch (loss 0.0095):  78%|███████▊  | 12467/16050 [2:17:18<31:42,  1.88it/s]
Training 3/3 epoch (loss 0.0095):  78%|███████▊  | 12468/16050 [2:17:18<29:29,  2.02it/s]
Training 3/3 epoch (loss 0.0003):  78%|███████▊  | 12468/16050 [2:17:18<29:29,  2.02it/s]
Training 3/3 epoch (loss 0.0003):  78%|███████▊  | 12469/16050 [2:17:18<29:58,  1.99it/s]
Training 3/3 epoch (loss 0.0419):  78%|███████▊  | 12469/16050 [2:17:19<29:58,  1.99it/s]
Training 3/3 epoch (loss 0.0419):  78%|███████▊  | 12470/16050 [2:17:19<27:07,  2.20it/s]
Training 3/3 epoch (loss 0.0027):  78%|███████▊  | 12470/16050 [2:17:19<27:07,  2.20it/s]
Training 3/3 epoch (loss 0.0027):  78%|███████▊  | 12471/16050 [2:17:19<26:58,  2.21it/s]
Training 3/3 epoch (loss 0.0006):  78%|███████▊  | 12471/16050 [2:17:20<26:58,  2.21it/s]
Training 3/3 epoch (loss 0.0006):  78%|███████▊  | 12472/16050 [2:17:20<28:02,  2.13it/s]
Training 3/3 epoch (loss 0.0067):  78%|███████▊  | 12472/16050 [2:17:20<28:02,  2.13it/s]
Training 3/3 epoch (loss 0.0067):  78%|███████▊  | 12473/16050 [2:17:20<27:46,  2.15it/s]
Training 3/3 epoch (loss 0.0503):  78%|███████▊  | 12473/16050 [2:17:20<27:46,  2.15it/s]
Training 3/3 epoch (loss 0.0503):  78%|███████▊  | 12474/16050 [2:17:20<27:02,  2.20it/s]
Training 3/3 epoch (loss 0.0265):  78%|███████▊  | 12474/16050 [2:17:21<27:02,  2.20it/s]
Training 3/3 epoch (loss 0.0265):  78%|███████▊  | 12475/16050 [2:17:21<29:31,  2.02it/s]
Training 3/3 epoch (loss 0.0479):  78%|███████▊  | 12475/16050 [2:17:21<29:31,  2.02it/s]
Training 3/3 epoch (loss 0.0479):  78%|███████▊  | 12476/16050 [2:17:21<28:54,  2.06it/s]
Training 3/3 epoch (loss 0.0164):  78%|███████▊  | 12476/16050 [2:17:22<28:54,  2.06it/s]
Training 3/3 epoch (loss 0.0164):  78%|███████▊  | 12477/16050 [2:17:22<30:09,  1.97it/s]
Training 3/3 epoch (loss 0.0025):  78%|███████▊  | 12477/16050 [2:17:23<30:09,  1.97it/s]
Training 3/3 epoch (loss 0.0025):  78%|███████▊  | 12478/16050 [2:17:23<33:39,  1.77it/s]
Training 3/3 epoch (loss 0.0049):  78%|███████▊  | 12478/16050 [2:17:23<33:39,  1.77it/s]
Training 3/3 epoch (loss 0.0049):  78%|███████▊  | 12479/16050 [2:17:23<33:31,  1.77it/s]
Training 3/3 epoch (loss 0.0297):  78%|███████▊  | 12479/16050 [2:17:24<33:31,  1.77it/s]
Training 3/3 epoch (loss 0.0297):  78%|███████▊  | 12480/16050 [2:17:24<31:41,  1.88it/s]
Training 3/3 epoch (loss 0.0229):  78%|███████▊  | 12480/16050 [2:17:24<31:41,  1.88it/s]
Training 3/3 epoch (loss 0.0229):  78%|███████▊  | 12481/16050 [2:17:24<34:46,  1.71it/s]
Training 3/3 epoch (loss 0.2884):  78%|███████▊  | 12481/16050 [2:17:25<34:46,  1.71it/s]
Training 3/3 epoch (loss 0.2884):  78%|███████▊  | 12482/16050 [2:17:25<31:02,  1.92it/s]
Training 3/3 epoch (loss 0.2059):  78%|███████▊  | 12482/16050 [2:17:27<31:02,  1.92it/s]
Training 3/3 epoch (loss 0.2059):  78%|███████▊  | 12483/16050 [2:17:27<1:01:40,  1.04s/it]
Training 3/3 epoch (loss 0.0045):  78%|███████▊  | 12483/16050 [2:17:28<1:01:40,  1.04s/it]
Training 3/3 epoch (loss 0.0045):  78%|███████▊  | 12484/16050 [2:17:28<54:51,  1.08it/s]  
Training 3/3 epoch (loss 0.0317):  78%|███████▊  | 12484/16050 [2:17:29<54:51,  1.08it/s]
Training 3/3 epoch (loss 0.0317):  78%|███████▊  | 12485/16050 [2:17:29<53:03,  1.12it/s]
Training 3/3 epoch (loss 0.0102):  78%|███████▊  | 12485/16050 [2:17:29<53:03,  1.12it/s]
Training 3/3 epoch (loss 0.0102):  78%|███████▊  | 12486/16050 [2:17:29<47:59,  1.24it/s]
Training 3/3 epoch (loss 0.1787):  78%|███████▊  | 12486/16050 [2:17:30<47:59,  1.24it/s]
Training 3/3 epoch (loss 0.1787):  78%|███████▊  | 12487/16050 [2:17:30<42:02,  1.41it/s]
Training 3/3 epoch (loss 0.4742):  78%|███████▊  | 12487/16050 [2:17:30<42:02,  1.41it/s]
Training 3/3 epoch (loss 0.4742):  78%|███████▊  | 12488/16050 [2:17:30<37:46,  1.57it/s]
Training 3/3 epoch (loss 0.0150):  78%|███████▊  | 12488/16050 [2:17:31<37:46,  1.57it/s]
Training 3/3 epoch (loss 0.0150):  78%|███████▊  | 12489/16050 [2:17:31<38:35,  1.54it/s]
Training 3/3 epoch (loss 0.2560):  78%|███████▊  | 12489/16050 [2:17:31<38:35,  1.54it/s]
Training 3/3 epoch (loss 0.2560):  78%|███████▊  | 12490/16050 [2:17:31<34:12,  1.73it/s]
Training 3/3 epoch (loss 0.0004):  78%|███████▊  | 12490/16050 [2:17:32<34:12,  1.73it/s]
Training 3/3 epoch (loss 0.0004):  78%|███████▊  | 12491/16050 [2:17:32<35:10,  1.69it/s]
Training 3/3 epoch (loss 0.0001):  78%|███████▊  | 12491/16050 [2:17:32<35:10,  1.69it/s]
Training 3/3 epoch (loss 0.0001):  78%|███████▊  | 12492/16050 [2:17:32<32:00,  1.85it/s]
Training 3/3 epoch (loss 0.0008):  78%|███████▊  | 12492/16050 [2:17:33<32:00,  1.85it/s]
Training 3/3 epoch (loss 0.0008):  78%|███████▊  | 12493/16050 [2:17:33<29:36,  2.00it/s]
Training 3/3 epoch (loss 0.0049):  78%|███████▊  | 12493/16050 [2:17:33<29:36,  2.00it/s]
Training 3/3 epoch (loss 0.0049):  78%|███████▊  | 12494/16050 [2:17:33<29:01,  2.04it/s]
Training 3/3 epoch (loss 0.0047):  78%|███████▊  | 12494/16050 [2:17:34<29:01,  2.04it/s]
Training 3/3 epoch (loss 0.0047):  78%|███████▊  | 12495/16050 [2:17:34<31:36,  1.87it/s]
Training 3/3 epoch (loss 0.2524):  78%|███████▊  | 12495/16050 [2:17:34<31:36,  1.87it/s]
Training 3/3 epoch (loss 0.2524):  78%|███████▊  | 12496/16050 [2:17:34<30:38,  1.93it/s]
Training 3/3 epoch (loss 0.0034):  78%|███████▊  | 12496/16050 [2:17:35<30:38,  1.93it/s]
Training 3/3 epoch (loss 0.0034):  78%|███████▊  | 12497/16050 [2:17:35<31:02,  1.91it/s]
Training 3/3 epoch (loss 0.0244):  78%|███████▊  | 12497/16050 [2:17:35<31:02,  1.91it/s]
Training 3/3 epoch (loss 0.0244):  78%|███████▊  | 12498/16050 [2:17:35<33:48,  1.75it/s]
Training 3/3 epoch (loss 0.3631):  78%|███████▊  | 12498/16050 [2:17:36<33:48,  1.75it/s]
Training 3/3 epoch (loss 0.3631):  78%|███████▊  | 12499/16050 [2:17:36<32:49,  1.80it/s]
Training 3/3 epoch (loss 0.1290):  78%|███████▊  | 12499/16050 [2:17:36<32:49,  1.80it/s]
Training 3/3 epoch (loss 0.1290):  78%|███████▊  | 12500/16050 [2:17:36<28:22,  2.09it/s]
Training 3/3 epoch (loss 0.3605):  78%|███████▊  | 12500/16050 [2:17:37<28:22,  2.09it/s]
Training 3/3 epoch (loss 0.3605):  78%|███████▊  | 12501/16050 [2:17:37<25:17,  2.34it/s]
Training 3/3 epoch (loss 0.1960):  78%|███████▊  | 12501/16050 [2:17:37<25:17,  2.34it/s]
Training 3/3 epoch (loss 0.1960):  78%|███████▊  | 12502/16050 [2:17:37<28:12,  2.10it/s]
Training 3/3 epoch (loss 0.0590):  78%|███████▊  | 12502/16050 [2:17:38<28:12,  2.10it/s]
Training 3/3 epoch (loss 0.0590):  78%|███████▊  | 12503/16050 [2:17:38<40:32,  1.46it/s]
Training 3/3 epoch (loss 0.3074):  78%|███████▊  | 12503/16050 [2:17:39<40:32,  1.46it/s]
Training 3/3 epoch (loss 0.3074):  78%|███████▊  | 12504/16050 [2:17:39<36:35,  1.62it/s]
Training 3/3 epoch (loss 0.2054):  78%|███████▊  | 12504/16050 [2:17:39<36:35,  1.62it/s]
Training 3/3 epoch (loss 0.2054):  78%|███████▊  | 12505/16050 [2:17:39<33:39,  1.76it/s]
Training 3/3 epoch (loss 0.0397):  78%|███████▊  | 12505/16050 [2:17:40<33:39,  1.76it/s]
Training 3/3 epoch (loss 0.0397):  78%|███████▊  | 12506/16050 [2:17:40<34:19,  1.72it/s]
Training 3/3 epoch (loss 0.0356):  78%|███████▊  | 12506/16050 [2:17:41<34:19,  1.72it/s]
Training 3/3 epoch (loss 0.0356):  78%|███████▊  | 12507/16050 [2:17:41<36:43,  1.61it/s]
Training 3/3 epoch (loss 0.0529):  78%|███████▊  | 12507/16050 [2:17:41<36:43,  1.61it/s]
Training 3/3 epoch (loss 0.0529):  78%|███████▊  | 12508/16050 [2:17:41<40:09,  1.47it/s]
Training 3/3 epoch (loss 0.0037):  78%|███████▊  | 12508/16050 [2:17:42<40:09,  1.47it/s]
Training 3/3 epoch (loss 0.0037):  78%|███████▊  | 12509/16050 [2:17:42<37:58,  1.55it/s]
Training 3/3 epoch (loss 0.0001):  78%|███████▊  | 12509/16050 [2:17:42<37:58,  1.55it/s]
Training 3/3 epoch (loss 0.0001):  78%|███████▊  | 12510/16050 [2:17:42<33:46,  1.75it/s]
Training 3/3 epoch (loss 0.0010):  78%|███████▊  | 12510/16050 [2:17:43<33:46,  1.75it/s]
Training 3/3 epoch (loss 0.0010):  78%|███████▊  | 12511/16050 [2:17:43<31:28,  1.87it/s]
Training 3/3 epoch (loss 0.0017):  78%|███████▊  | 12511/16050 [2:17:43<31:28,  1.87it/s]
Training 3/3 epoch (loss 0.0017):  78%|███████▊  | 12512/16050 [2:17:43<30:08,  1.96it/s]
Training 3/3 epoch (loss 0.0524):  78%|███████▊  | 12512/16050 [2:17:44<30:08,  1.96it/s]
Training 3/3 epoch (loss 0.0524):  78%|███████▊  | 12513/16050 [2:17:44<43:03,  1.37it/s]
Training 3/3 epoch (loss 0.0425):  78%|███████▊  | 12513/16050 [2:17:45<43:03,  1.37it/s]
Training 3/3 epoch (loss 0.0425):  78%|███████▊  | 12514/16050 [2:17:45<39:59,  1.47it/s]
Training 3/3 epoch (loss 0.0058):  78%|███████▊  | 12514/16050 [2:17:46<39:59,  1.47it/s]
Training 3/3 epoch (loss 0.0058):  78%|███████▊  | 12515/16050 [2:17:46<38:33,  1.53it/s]
Training 3/3 epoch (loss 0.0057):  78%|███████▊  | 12515/16050 [2:17:46<38:33,  1.53it/s]
Training 3/3 epoch (loss 0.0057):  78%|███████▊  | 12516/16050 [2:17:46<39:10,  1.50it/s]
Training 3/3 epoch (loss 0.0484):  78%|███████▊  | 12516/16050 [2:17:47<39:10,  1.50it/s]
Training 3/3 epoch (loss 0.0484):  78%|███████▊  | 12517/16050 [2:17:47<38:11,  1.54it/s]
Training 3/3 epoch (loss 0.4139):  78%|███████▊  | 12517/16050 [2:17:48<38:11,  1.54it/s]
Training 3/3 epoch (loss 0.4139):  78%|███████▊  | 12518/16050 [2:17:48<38:09,  1.54it/s]
Training 3/3 epoch (loss 0.0046):  78%|███████▊  | 12518/16050 [2:17:48<38:09,  1.54it/s]
Training 3/3 epoch (loss 0.0046):  78%|███████▊  | 12519/16050 [2:17:48<35:02,  1.68it/s]
Training 3/3 epoch (loss 0.1376):  78%|███████▊  | 12519/16050 [2:17:49<35:02,  1.68it/s]
Training 3/3 epoch (loss 0.1376):  78%|███████▊  | 12520/16050 [2:17:49<35:17,  1.67it/s]
Training 3/3 epoch (loss 0.6894):  78%|███████▊  | 12520/16050 [2:17:49<35:17,  1.67it/s]
Training 3/3 epoch (loss 0.6894):  78%|███████▊  | 12521/16050 [2:17:49<30:47,  1.91it/s]
Training 3/3 epoch (loss 0.0018):  78%|███████▊  | 12521/16050 [2:17:50<30:47,  1.91it/s]
Training 3/3 epoch (loss 0.0018):  78%|███████▊  | 12522/16050 [2:17:50<35:48,  1.64it/s]
Training 3/3 epoch (loss 0.0019):  78%|███████▊  | 12522/16050 [2:17:50<35:48,  1.64it/s]
Training 3/3 epoch (loss 0.0019):  78%|███████▊  | 12523/16050 [2:17:50<34:52,  1.69it/s]
Training 3/3 epoch (loss 0.0097):  78%|███████▊  | 12523/16050 [2:17:51<34:52,  1.69it/s]
Training 3/3 epoch (loss 0.0097):  78%|███████▊  | 12524/16050 [2:17:51<32:18,  1.82it/s]
Training 3/3 epoch (loss 0.0299):  78%|███████▊  | 12524/16050 [2:17:51<32:18,  1.82it/s]
Training 3/3 epoch (loss 0.0299):  78%|███████▊  | 12525/16050 [2:17:51<30:50,  1.91it/s]
Training 3/3 epoch (loss 0.0009):  78%|███████▊  | 12525/16050 [2:17:52<30:50,  1.91it/s]
Training 3/3 epoch (loss 0.0009):  78%|███████▊  | 12526/16050 [2:17:52<37:02,  1.59it/s]
Training 3/3 epoch (loss 0.0022):  78%|███████▊  | 12526/16050 [2:17:53<37:02,  1.59it/s]
Training 3/3 epoch (loss 0.0022):  78%|███████▊  | 12527/16050 [2:17:53<35:12,  1.67it/s]
Training 3/3 epoch (loss 0.0002):  78%|███████▊  | 12527/16050 [2:17:53<35:12,  1.67it/s]
Training 3/3 epoch (loss 0.0002):  78%|███████▊  | 12528/16050 [2:17:53<31:58,  1.84it/s]
Training 3/3 epoch (loss 0.0001):  78%|███████▊  | 12528/16050 [2:17:54<31:58,  1.84it/s]
Training 3/3 epoch (loss 0.0001):  78%|███████▊  | 12529/16050 [2:17:54<31:29,  1.86it/s]
Training 3/3 epoch (loss 0.1461):  78%|███████▊  | 12529/16050 [2:17:54<31:29,  1.86it/s]
Training 3/3 epoch (loss 0.1461):  78%|███████▊  | 12530/16050 [2:17:54<28:12,  2.08it/s]
Training 3/3 epoch (loss 0.0470):  78%|███████▊  | 12530/16050 [2:17:54<28:12,  2.08it/s]
Training 3/3 epoch (loss 0.0470):  78%|███████▊  | 12531/16050 [2:17:54<28:29,  2.06it/s]
Training 3/3 epoch (loss 0.0516):  78%|███████▊  | 12531/16050 [2:17:55<28:29,  2.06it/s]
Training 3/3 epoch (loss 0.0516):  78%|███████▊  | 12532/16050 [2:17:55<31:09,  1.88it/s]
Training 3/3 epoch (loss 0.0101):  78%|███████▊  | 12532/16050 [2:17:56<31:09,  1.88it/s]
Training 3/3 epoch (loss 0.0101):  78%|███████▊  | 12533/16050 [2:17:56<41:55,  1.40it/s]
Training 3/3 epoch (loss 0.0766):  78%|███████▊  | 12533/16050 [2:17:57<41:55,  1.40it/s]
Training 3/3 epoch (loss 0.0766):  78%|███████▊  | 12534/16050 [2:17:57<37:54,  1.55it/s]
Training 3/3 epoch (loss 0.2458):  78%|███████▊  | 12534/16050 [2:17:57<37:54,  1.55it/s]
Training 3/3 epoch (loss 0.2458):  78%|███████▊  | 12535/16050 [2:17:57<34:16,  1.71it/s]
Training 3/3 epoch (loss 0.0008):  78%|███████▊  | 12535/16050 [2:17:58<34:16,  1.71it/s]
Training 3/3 epoch (loss 0.0008):  78%|███████▊  | 12536/16050 [2:17:58<33:16,  1.76it/s]
Training 3/3 epoch (loss 0.1595):  78%|███████▊  | 12536/16050 [2:17:58<33:16,  1.76it/s]
Training 3/3 epoch (loss 0.1595):  78%|███████▊  | 12537/16050 [2:17:58<35:42,  1.64it/s]
Training 3/3 epoch (loss 0.0003):  78%|███████▊  | 12537/16050 [2:17:59<35:42,  1.64it/s]
Training 3/3 epoch (loss 0.0003):  78%|███████▊  | 12538/16050 [2:17:59<31:22,  1.87it/s]
Training 3/3 epoch (loss 0.0094):  78%|███████▊  | 12538/16050 [2:17:59<31:22,  1.87it/s]
Training 3/3 epoch (loss 0.0094):  78%|███████▊  | 12539/16050 [2:17:59<28:51,  2.03it/s]
Training 3/3 epoch (loss 0.0086):  78%|███████▊  | 12539/16050 [2:18:00<28:51,  2.03it/s]
Training 3/3 epoch (loss 0.0086):  78%|███████▊  | 12540/16050 [2:18:00<30:48,  1.90it/s]
Training 3/3 epoch (loss 0.0185):  78%|███████▊  | 12540/16050 [2:18:00<30:48,  1.90it/s]
Training 3/3 epoch (loss 0.0185):  78%|███████▊  | 12541/16050 [2:18:00<30:25,  1.92it/s]
Training 3/3 epoch (loss 0.0004):  78%|███████▊  | 12541/16050 [2:18:01<30:25,  1.92it/s]
Training 3/3 epoch (loss 0.0004):  78%|███████▊  | 12542/16050 [2:18:01<32:16,  1.81it/s]
Training 3/3 epoch (loss 0.0627):  78%|███████▊  | 12542/16050 [2:18:03<32:16,  1.81it/s]
Training 3/3 epoch (loss 0.0627):  78%|███████▊  | 12543/16050 [2:18:03<1:03:54,  1.09s/it]
Training 3/3 epoch (loss 0.0406):  78%|███████▊  | 12543/16050 [2:18:04<1:03:54,  1.09s/it]
Training 3/3 epoch (loss 0.0406):  78%|███████▊  | 12544/16050 [2:18:04<54:05,  1.08it/s]  
Training 3/3 epoch (loss 0.3084):  78%|███████▊  | 12544/16050 [2:18:04<54:05,  1.08it/s]
Training 3/3 epoch (loss 0.3084):  78%|███████▊  | 12545/16050 [2:18:04<44:56,  1.30it/s]
Training 3/3 epoch (loss 0.0177):  78%|███████▊  | 12545/16050 [2:18:05<44:56,  1.30it/s]
Training 3/3 epoch (loss 0.0177):  78%|███████▊  | 12546/16050 [2:18:05<41:15,  1.42it/s]
Training 3/3 epoch (loss 0.0320):  78%|███████▊  | 12546/16050 [2:18:05<41:15,  1.42it/s]
Training 3/3 epoch (loss 0.0320):  78%|███████▊  | 12547/16050 [2:18:05<40:00,  1.46it/s]
Training 3/3 epoch (loss 0.1571):  78%|███████▊  | 12547/16050 [2:18:08<40:00,  1.46it/s]
Training 3/3 epoch (loss 0.1571):  78%|███████▊  | 12548/16050 [2:18:08<1:09:09,  1.18s/it]
Training 3/3 epoch (loss 0.0028):  78%|███████▊  | 12548/16050 [2:18:08<1:09:09,  1.18s/it]
Training 3/3 epoch (loss 0.0028):  78%|███████▊  | 12549/16050 [2:18:08<55:07,  1.06it/s]  
Training 3/3 epoch (loss 0.5044):  78%|███████▊  | 12549/16050 [2:18:09<55:07,  1.06it/s]
Training 3/3 epoch (loss 0.5044):  78%|███████▊  | 12550/16050 [2:18:09<45:26,  1.28it/s]
Training 3/3 epoch (loss 0.0012):  78%|███████▊  | 12550/16050 [2:18:09<45:26,  1.28it/s]
Training 3/3 epoch (loss 0.0012):  78%|███████▊  | 12551/16050 [2:18:09<38:52,  1.50it/s]
Training 3/3 epoch (loss 0.0006):  78%|███████▊  | 12551/16050 [2:18:10<38:52,  1.50it/s]
Training 3/3 epoch (loss 0.0006):  78%|███████▊  | 12552/16050 [2:18:10<38:36,  1.51it/s]
Training 3/3 epoch (loss 0.2137):  78%|███████▊  | 12552/16050 [2:18:10<38:36,  1.51it/s]
Training 3/3 epoch (loss 0.2137):  78%|███████▊  | 12553/16050 [2:18:10<36:34,  1.59it/s]
Training 3/3 epoch (loss 0.0063):  78%|███████▊  | 12553/16050 [2:18:11<36:34,  1.59it/s]
Training 3/3 epoch (loss 0.0063):  78%|███████▊  | 12554/16050 [2:18:11<35:50,  1.63it/s]
Training 3/3 epoch (loss 0.0586):  78%|███████▊  | 12554/16050 [2:18:11<35:50,  1.63it/s]
Training 3/3 epoch (loss 0.0586):  78%|███████▊  | 12555/16050 [2:18:11<36:42,  1.59it/s]
Training 3/3 epoch (loss 0.1051):  78%|███████▊  | 12555/16050 [2:18:12<36:42,  1.59it/s]
Training 3/3 epoch (loss 0.1051):  78%|███████▊  | 12556/16050 [2:18:12<31:16,  1.86it/s]
Training 3/3 epoch (loss 0.2049):  78%|███████▊  | 12556/16050 [2:18:12<31:16,  1.86it/s]
Training 3/3 epoch (loss 0.2049):  78%|███████▊  | 12557/16050 [2:18:12<31:05,  1.87it/s]
Training 3/3 epoch (loss 0.0001):  78%|███████▊  | 12557/16050 [2:18:13<31:05,  1.87it/s]
Training 3/3 epoch (loss 0.0001):  78%|███████▊  | 12558/16050 [2:18:13<27:06,  2.15it/s]
Training 3/3 epoch (loss 0.0022):  78%|███████▊  | 12558/16050 [2:18:14<27:06,  2.15it/s]
Training 3/3 epoch (loss 0.0022):  78%|███████▊  | 12559/16050 [2:18:14<46:01,  1.26it/s]
Training 3/3 epoch (loss 0.2028):  78%|███████▊  | 12559/16050 [2:18:15<46:01,  1.26it/s]
Training 3/3 epoch (loss 0.2028):  78%|███████▊  | 12560/16050 [2:18:15<40:46,  1.43it/s]
Training 3/3 epoch (loss 0.0000):  78%|███████▊  | 12560/16050 [2:18:15<40:46,  1.43it/s]
Training 3/3 epoch (loss 0.0000):  78%|███████▊  | 12561/16050 [2:18:15<35:54,  1.62it/s]
Training 3/3 epoch (loss 0.0003):  78%|███████▊  | 12561/16050 [2:18:16<35:54,  1.62it/s]
Training 3/3 epoch (loss 0.0003):  78%|███████▊  | 12562/16050 [2:18:16<39:16,  1.48it/s]
Training 3/3 epoch (loss 0.2765):  78%|███████▊  | 12562/16050 [2:18:16<39:16,  1.48it/s]
Training 3/3 epoch (loss 0.2765):  78%|███████▊  | 12563/16050 [2:18:16<34:56,  1.66it/s]
Training 3/3 epoch (loss 0.0005):  78%|███████▊  | 12563/16050 [2:18:17<34:56,  1.66it/s]
Training 3/3 epoch (loss 0.0005):  78%|███████▊  | 12564/16050 [2:18:17<32:55,  1.76it/s]
Training 3/3 epoch (loss 0.0008):  78%|███████▊  | 12564/16050 [2:18:17<32:55,  1.76it/s]
Training 3/3 epoch (loss 0.0008):  78%|███████▊  | 12565/16050 [2:18:17<29:58,  1.94it/s]
Training 3/3 epoch (loss 0.0177):  78%|███████▊  | 12565/16050 [2:18:18<29:58,  1.94it/s]
Training 3/3 epoch (loss 0.0177):  78%|███████▊  | 12566/16050 [2:18:18<31:32,  1.84it/s]
Training 3/3 epoch (loss 0.0009):  78%|███████▊  | 12566/16050 [2:18:18<31:32,  1.84it/s]
Training 3/3 epoch (loss 0.0009):  78%|███████▊  | 12567/16050 [2:18:18<29:36,  1.96it/s]
Training 3/3 epoch (loss 0.0017):  78%|███████▊  | 12567/16050 [2:18:19<29:36,  1.96it/s]
Training 3/3 epoch (loss 0.0017):  78%|███████▊  | 12568/16050 [2:18:19<29:51,  1.94it/s]
Training 3/3 epoch (loss 0.0040):  78%|███████▊  | 12568/16050 [2:18:19<29:51,  1.94it/s]
Training 3/3 epoch (loss 0.0040):  78%|███████▊  | 12569/16050 [2:18:19<30:59,  1.87it/s]
Training 3/3 epoch (loss 0.0013):  78%|███████▊  | 12569/16050 [2:18:20<30:59,  1.87it/s]
Training 3/3 epoch (loss 0.0013):  78%|███████▊  | 12570/16050 [2:18:20<33:49,  1.72it/s]
Training 3/3 epoch (loss 1.1472):  78%|███████▊  | 12570/16050 [2:18:21<33:49,  1.72it/s]
Training 3/3 epoch (loss 1.1472):  78%|███████▊  | 12571/16050 [2:18:21<35:03,  1.65it/s]
Training 3/3 epoch (loss 0.0171):  78%|███████▊  | 12571/16050 [2:18:21<35:03,  1.65it/s]
Training 3/3 epoch (loss 0.0171):  78%|███████▊  | 12572/16050 [2:18:21<33:44,  1.72it/s]
Training 3/3 epoch (loss 0.0093):  78%|███████▊  | 12572/16050 [2:18:22<33:44,  1.72it/s]
Training 3/3 epoch (loss 0.0093):  78%|███████▊  | 12573/16050 [2:18:22<31:15,  1.85it/s]
Training 3/3 epoch (loss 0.4575):  78%|███████▊  | 12573/16050 [2:18:22<31:15,  1.85it/s]
Training 3/3 epoch (loss 0.4575):  78%|███████▊  | 12574/16050 [2:18:22<29:09,  1.99it/s]
Training 3/3 epoch (loss 0.0007):  78%|███████▊  | 12574/16050 [2:18:22<29:09,  1.99it/s]
Training 3/3 epoch (loss 0.0007):  78%|███████▊  | 12575/16050 [2:18:22<28:01,  2.07it/s]
Training 3/3 epoch (loss 0.0001):  78%|███████▊  | 12575/16050 [2:18:23<28:01,  2.07it/s]
Training 3/3 epoch (loss 0.0001):  78%|███████▊  | 12576/16050 [2:18:23<28:17,  2.05it/s]
Training 3/3 epoch (loss 0.0038):  78%|███████▊  | 12576/16050 [2:18:23<28:17,  2.05it/s]
Training 3/3 epoch (loss 0.0038):  78%|███████▊  | 12577/16050 [2:18:23<28:36,  2.02it/s]
Training 3/3 epoch (loss 0.0007):  78%|███████▊  | 12577/16050 [2:18:24<28:36,  2.02it/s]
Training 3/3 epoch (loss 0.0007):  78%|███████▊  | 12578/16050 [2:18:24<33:54,  1.71it/s]
Training 3/3 epoch (loss 0.1933):  78%|███████▊  | 12578/16050 [2:18:27<33:54,  1.71it/s]
Training 3/3 epoch (loss 0.1933):  78%|███████▊  | 12579/16050 [2:18:27<1:04:37,  1.12s/it]
Training 3/3 epoch (loss 0.3052):  78%|███████▊  | 12579/16050 [2:18:27<1:04:37,  1.12s/it]
Training 3/3 epoch (loss 0.3052):  78%|███████▊  | 12580/16050 [2:18:27<51:14,  1.13it/s]  
Training 3/3 epoch (loss 0.0028):  78%|███████▊  | 12580/16050 [2:18:28<51:14,  1.13it/s]
Training 3/3 epoch (loss 0.0028):  78%|███████▊  | 12581/16050 [2:18:28<50:02,  1.16it/s]
Training 3/3 epoch (loss 0.0003):  78%|███████▊  | 12581/16050 [2:18:28<50:02,  1.16it/s]
Training 3/3 epoch (loss 0.0003):  78%|███████▊  | 12582/16050 [2:18:28<43:09,  1.34it/s]
Training 3/3 epoch (loss 0.0073):  78%|███████▊  | 12582/16050 [2:18:29<43:09,  1.34it/s]
Training 3/3 epoch (loss 0.0073):  78%|███████▊  | 12583/16050 [2:18:29<37:15,  1.55it/s]
Training 3/3 epoch (loss 0.1046):  78%|███████▊  | 12583/16050 [2:18:29<37:15,  1.55it/s]
Training 3/3 epoch (loss 0.1046):  78%|███████▊  | 12584/16050 [2:18:29<36:42,  1.57it/s]
Training 3/3 epoch (loss 0.0823):  78%|███████▊  | 12584/16050 [2:18:30<36:42,  1.57it/s]
Training 3/3 epoch (loss 0.0823):  78%|███████▊  | 12585/16050 [2:18:30<35:07,  1.64it/s]
Training 3/3 epoch (loss 0.0095):  78%|███████▊  | 12585/16050 [2:18:31<35:07,  1.64it/s]
Training 3/3 epoch (loss 0.0095):  78%|███████▊  | 12586/16050 [2:18:31<41:38,  1.39it/s]
Training 3/3 epoch (loss 0.0260):  78%|███████▊  | 12586/16050 [2:18:31<41:38,  1.39it/s]
Training 3/3 epoch (loss 0.0260):  78%|███████▊  | 12587/16050 [2:18:31<39:54,  1.45it/s]
Training 3/3 epoch (loss 0.0693):  78%|███████▊  | 12587/16050 [2:18:32<39:54,  1.45it/s]
Training 3/3 epoch (loss 0.0693):  78%|███████▊  | 12588/16050 [2:18:32<38:21,  1.50it/s]
Training 3/3 epoch (loss 0.0049):  78%|███████▊  | 12588/16050 [2:18:33<38:21,  1.50it/s]
Training 3/3 epoch (loss 0.0049):  78%|███████▊  | 12589/16050 [2:18:33<41:10,  1.40it/s]
Training 3/3 epoch (loss 0.1855):  78%|███████▊  | 12589/16050 [2:18:35<41:10,  1.40it/s]
Training 3/3 epoch (loss 0.1855):  78%|███████▊  | 12590/16050 [2:18:35<1:09:25,  1.20s/it]
Training 3/3 epoch (loss 0.1554):  78%|███████▊  | 12590/16050 [2:18:38<1:09:25,  1.20s/it]
Training 3/3 epoch (loss 0.1554):  78%|███████▊  | 12591/16050 [2:18:38<1:30:06,  1.56s/it]
Training 3/3 epoch (loss 0.3586):  78%|███████▊  | 12591/16050 [2:18:38<1:30:06,  1.56s/it]
Training 3/3 epoch (loss 0.3586):  78%|███████▊  | 12592/16050 [2:18:38<1:13:03,  1.27s/it]
Training 3/3 epoch (loss 0.7969):  78%|███████▊  | 12592/16050 [2:18:38<1:13:03,  1.27s/it]
Training 3/3 epoch (loss 0.7969):  78%|███████▊  | 12593/16050 [2:18:38<56:41,  1.02it/s]  
Training 3/3 epoch (loss 0.0002):  78%|███████▊  | 12593/16050 [2:18:39<56:41,  1.02it/s]
Training 3/3 epoch (loss 0.0002):  78%|███████▊  | 12594/16050 [2:18:39<48:16,  1.19it/s]
Training 3/3 epoch (loss 0.0012):  78%|███████▊  | 12594/16050 [2:18:40<48:16,  1.19it/s]
Training 3/3 epoch (loss 0.0012):  78%|███████▊  | 12595/16050 [2:18:40<42:40,  1.35it/s]
Training 3/3 epoch (loss 0.0010):  78%|███████▊  | 12595/16050 [2:18:40<42:40,  1.35it/s]
Training 3/3 epoch (loss 0.0010):  78%|███████▊  | 12596/16050 [2:18:40<40:19,  1.43it/s]
Training 3/3 epoch (loss 0.0124):  78%|███████▊  | 12596/16050 [2:18:41<40:19,  1.43it/s]
Training 3/3 epoch (loss 0.0124):  78%|███████▊  | 12597/16050 [2:18:41<36:11,  1.59it/s]
Training 3/3 epoch (loss 0.0029):  78%|███████▊  | 12597/16050 [2:18:41<36:11,  1.59it/s]
Training 3/3 epoch (loss 0.0029):  78%|███████▊  | 12598/16050 [2:18:41<32:08,  1.79it/s]
Training 3/3 epoch (loss 0.0001):  78%|███████▊  | 12598/16050 [2:18:42<32:08,  1.79it/s]
Training 3/3 epoch (loss 0.0001):  78%|███████▊  | 12599/16050 [2:18:42<31:35,  1.82it/s]
Training 3/3 epoch (loss 0.4021):  78%|███████▊  | 12599/16050 [2:18:42<31:35,  1.82it/s]
Training 3/3 epoch (loss 0.4021):  79%|███████▊  | 12600/16050 [2:18:42<28:11,  2.04it/s]
Training 3/3 epoch (loss 0.3113):  79%|███████▊  | 12600/16050 [2:18:42<28:11,  2.04it/s]
Training 3/3 epoch (loss 0.3113):  79%|███████▊  | 12601/16050 [2:18:42<26:42,  2.15it/s]
Training 3/3 epoch (loss 0.0013):  79%|███████▊  | 12601/16050 [2:18:43<26:42,  2.15it/s]
Training 3/3 epoch (loss 0.0013):  79%|███████▊  | 12602/16050 [2:18:43<29:44,  1.93it/s]
Training 3/3 epoch (loss 0.0231):  79%|███████▊  | 12602/16050 [2:18:44<29:44,  1.93it/s]
Training 3/3 epoch (loss 0.0231):  79%|███████▊  | 12603/16050 [2:18:44<36:28,  1.58it/s]
Training 3/3 epoch (loss 0.9140):  79%|███████▊  | 12603/16050 [2:18:44<36:28,  1.58it/s]
Training 3/3 epoch (loss 0.9140):  79%|███████▊  | 12604/16050 [2:18:44<31:30,  1.82it/s]
Training 3/3 epoch (loss 0.0025):  79%|███████▊  | 12604/16050 [2:18:45<31:30,  1.82it/s]
Training 3/3 epoch (loss 0.0025):  79%|███████▊  | 12605/16050 [2:18:45<32:40,  1.76it/s]
Training 3/3 epoch (loss 0.1126):  79%|███████▊  | 12605/16050 [2:18:46<32:40,  1.76it/s]
Training 3/3 epoch (loss 0.1126):  79%|███████▊  | 12606/16050 [2:18:46<37:38,  1.52it/s]
Training 3/3 epoch (loss 0.0494):  79%|███████▊  | 12606/16050 [2:18:46<37:38,  1.52it/s]
Training 3/3 epoch (loss 0.0494):  79%|███████▊  | 12607/16050 [2:18:46<36:53,  1.56it/s]
Training 3/3 epoch (loss 0.5063):  79%|███████▊  | 12607/16050 [2:18:47<36:53,  1.56it/s]
Training 3/3 epoch (loss 0.5063):  79%|███████▊  | 12608/16050 [2:18:47<32:19,  1.77it/s]
Training 3/3 epoch (loss 0.1243):  79%|███████▊  | 12608/16050 [2:18:47<32:19,  1.77it/s]
Training 3/3 epoch (loss 0.1243):  79%|███████▊  | 12609/16050 [2:18:47<36:48,  1.56it/s]
Training 3/3 epoch (loss 0.5728):  79%|███████▊  | 12609/16050 [2:18:48<36:48,  1.56it/s]
Training 3/3 epoch (loss 0.5728):  79%|███████▊  | 12610/16050 [2:18:48<34:57,  1.64it/s]
Training 3/3 epoch (loss 0.0195):  79%|███████▊  | 12610/16050 [2:18:48<34:57,  1.64it/s]
Training 3/3 epoch (loss 0.0195):  79%|███████▊  | 12611/16050 [2:18:48<33:09,  1.73it/s]
Training 3/3 epoch (loss 0.0063):  79%|███████▊  | 12611/16050 [2:18:49<33:09,  1.73it/s]
Training 3/3 epoch (loss 0.0063):  79%|███████▊  | 12612/16050 [2:18:49<30:23,  1.88it/s]
Training 3/3 epoch (loss 0.0000):  79%|███████▊  | 12612/16050 [2:18:49<30:23,  1.88it/s]
Training 3/3 epoch (loss 0.0000):  79%|███████▊  | 12613/16050 [2:18:49<30:22,  1.89it/s]
Training 3/3 epoch (loss 0.0013):  79%|███████▊  | 12613/16050 [2:18:50<30:22,  1.89it/s]
Training 3/3 epoch (loss 0.0013):  79%|███████▊  | 12614/16050 [2:18:50<29:22,  1.95it/s]
Training 3/3 epoch (loss 0.0091):  79%|███████▊  | 12614/16050 [2:18:50<29:22,  1.95it/s]
Training 3/3 epoch (loss 0.0091):  79%|███████▊  | 12615/16050 [2:18:50<29:29,  1.94it/s]
Training 3/3 epoch (loss 0.0335):  79%|███████▊  | 12615/16050 [2:18:52<29:29,  1.94it/s]
Training 3/3 epoch (loss 0.0335):  79%|███████▊  | 12616/16050 [2:18:52<40:21,  1.42it/s]
Training 3/3 epoch (loss 0.4199):  79%|███████▊  | 12616/16050 [2:18:52<40:21,  1.42it/s]
Training 3/3 epoch (loss 0.4199):  79%|███████▊  | 12617/16050 [2:18:52<34:17,  1.67it/s]
Training 3/3 epoch (loss 0.0180):  79%|███████▊  | 12617/16050 [2:18:53<34:17,  1.67it/s]
Training 3/3 epoch (loss 0.0180):  79%|███████▊  | 12618/16050 [2:18:53<34:44,  1.65it/s]
Training 3/3 epoch (loss 0.0011):  79%|███████▊  | 12618/16050 [2:18:53<34:44,  1.65it/s]
Training 3/3 epoch (loss 0.0011):  79%|███████▊  | 12619/16050 [2:18:53<34:42,  1.65it/s]
Training 3/3 epoch (loss 0.1606):  79%|███████▊  | 12619/16050 [2:18:54<34:42,  1.65it/s]
Training 3/3 epoch (loss 0.1606):  79%|███████▊  | 12620/16050 [2:18:54<34:27,  1.66it/s]
Training 3/3 epoch (loss 0.3277):  79%|███████▊  | 12620/16050 [2:18:54<34:27,  1.66it/s]
Training 3/3 epoch (loss 0.3277):  79%|███████▊  | 12621/16050 [2:18:54<29:50,  1.92it/s]
Training 3/3 epoch (loss 0.0094):  79%|███████▊  | 12621/16050 [2:18:55<29:50,  1.92it/s]
Training 3/3 epoch (loss 0.0094):  79%|███████▊  | 12622/16050 [2:18:55<29:55,  1.91it/s]
Training 3/3 epoch (loss 0.2672):  79%|███████▊  | 12622/16050 [2:18:55<29:55,  1.91it/s]
Training 3/3 epoch (loss 0.2672):  79%|███████▊  | 12623/16050 [2:18:55<29:04,  1.96it/s]
Training 3/3 epoch (loss 0.0074):  79%|███████▊  | 12623/16050 [2:18:56<29:04,  1.96it/s]
Training 3/3 epoch (loss 0.0074):  79%|███████▊  | 12624/16050 [2:18:56<31:13,  1.83it/s]
Training 3/3 epoch (loss 0.0177):  79%|███████▊  | 12624/16050 [2:18:56<31:13,  1.83it/s]
Training 3/3 epoch (loss 0.0177):  79%|███████▊  | 12625/16050 [2:18:56<32:35,  1.75it/s]
Training 3/3 epoch (loss 0.0051):  79%|███████▊  | 12625/16050 [2:18:57<32:35,  1.75it/s]
Training 3/3 epoch (loss 0.0051):  79%|███████▊  | 12626/16050 [2:18:57<30:40,  1.86it/s]
Training 3/3 epoch (loss 0.0297):  79%|███████▊  | 12626/16050 [2:18:58<30:40,  1.86it/s]
Training 3/3 epoch (loss 0.0297):  79%|███████▊  | 12627/16050 [2:18:58<37:14,  1.53it/s]
Training 3/3 epoch (loss 0.0019):  79%|███████▊  | 12627/16050 [2:18:58<37:14,  1.53it/s]
Training 3/3 epoch (loss 0.0019):  79%|███████▊  | 12628/16050 [2:18:58<32:43,  1.74it/s]
Training 3/3 epoch (loss 0.0009):  79%|███████▊  | 12628/16050 [2:18:59<32:43,  1.74it/s]
Training 3/3 epoch (loss 0.0009):  79%|███████▊  | 12629/16050 [2:18:59<29:32,  1.93it/s]
Training 3/3 epoch (loss 0.0279):  79%|███████▊  | 12629/16050 [2:19:00<29:32,  1.93it/s]
Training 3/3 epoch (loss 0.0279):  79%|███████▊  | 12630/16050 [2:19:00<40:04,  1.42it/s]
Training 3/3 epoch (loss 0.0009):  79%|███████▊  | 12630/16050 [2:19:00<40:04,  1.42it/s]
Training 3/3 epoch (loss 0.0009):  79%|███████▊  | 12631/16050 [2:19:00<41:31,  1.37it/s]
Training 3/3 epoch (loss 0.2333):  79%|███████▊  | 12631/16050 [2:19:01<41:31,  1.37it/s]
Training 3/3 epoch (loss 0.2333):  79%|███████▊  | 12632/16050 [2:19:01<37:02,  1.54it/s]
Training 3/3 epoch (loss 0.3014):  79%|███████▊  | 12632/16050 [2:19:02<37:02,  1.54it/s]
Training 3/3 epoch (loss 0.3014):  79%|███████▊  | 12633/16050 [2:19:02<36:57,  1.54it/s]
Training 3/3 epoch (loss 0.0605):  79%|███████▊  | 12633/16050 [2:19:02<36:57,  1.54it/s]
Training 3/3 epoch (loss 0.0605):  79%|███████▊  | 12634/16050 [2:19:02<33:22,  1.71it/s]
Training 3/3 epoch (loss 0.2635):  79%|███████▊  | 12634/16050 [2:19:03<33:22,  1.71it/s]
Training 3/3 epoch (loss 0.2635):  79%|███████▊  | 12635/16050 [2:19:03<33:27,  1.70it/s]
Training 3/3 epoch (loss 0.0003):  79%|███████▊  | 12635/16050 [2:19:03<33:27,  1.70it/s]
Training 3/3 epoch (loss 0.0003):  79%|███████▊  | 12636/16050 [2:19:03<32:38,  1.74it/s]
Training 3/3 epoch (loss 0.3513):  79%|███████▊  | 12636/16050 [2:19:03<32:38,  1.74it/s]
Training 3/3 epoch (loss 0.3513):  79%|███████▊  | 12637/16050 [2:19:03<28:10,  2.02it/s]
Training 3/3 epoch (loss 0.1566):  79%|███████▊  | 12637/16050 [2:19:04<28:10,  2.02it/s]
Training 3/3 epoch (loss 0.1566):  79%|███████▊  | 12638/16050 [2:19:04<28:34,  1.99it/s]
Training 3/3 epoch (loss 0.0083):  79%|███████▊  | 12638/16050 [2:19:05<28:34,  1.99it/s]
Training 3/3 epoch (loss 0.0083):  79%|███████▊  | 12639/16050 [2:19:05<30:20,  1.87it/s]
Training 3/3 epoch (loss 0.3708):  79%|███████▊  | 12639/16050 [2:19:05<30:20,  1.87it/s]
Training 3/3 epoch (loss 0.3708):  79%|███████▉  | 12640/16050 [2:19:05<28:19,  2.01it/s]
Training 3/3 epoch (loss 0.0180):  79%|███████▉  | 12640/16050 [2:19:05<28:19,  2.01it/s]
Training 3/3 epoch (loss 0.0180):  79%|███████▉  | 12641/16050 [2:19:05<26:44,  2.12it/s]
Training 3/3 epoch (loss 0.3017):  79%|███████▉  | 12641/16050 [2:19:06<26:44,  2.12it/s]
Training 3/3 epoch (loss 0.3017):  79%|███████▉  | 12642/16050 [2:19:06<25:52,  2.20it/s]
Training 3/3 epoch (loss 0.2677):  79%|███████▉  | 12642/16050 [2:19:06<25:52,  2.20it/s]
Training 3/3 epoch (loss 0.2677):  79%|███████▉  | 12643/16050 [2:19:06<29:26,  1.93it/s]
Training 3/3 epoch (loss 0.0000):  79%|███████▉  | 12643/16050 [2:19:07<29:26,  1.93it/s]
Training 3/3 epoch (loss 0.0000):  79%|███████▉  | 12644/16050 [2:19:07<29:43,  1.91it/s]
Training 3/3 epoch (loss 0.0451):  79%|███████▉  | 12644/16050 [2:19:08<29:43,  1.91it/s]
Training 3/3 epoch (loss 0.0451):  79%|███████▉  | 12645/16050 [2:19:08<32:59,  1.72it/s]
Training 3/3 epoch (loss 0.0214):  79%|███████▉  | 12645/16050 [2:19:09<32:59,  1.72it/s]
Training 3/3 epoch (loss 0.0214):  79%|███████▉  | 12646/16050 [2:19:09<37:09,  1.53it/s]
Training 3/3 epoch (loss 0.0039):  79%|███████▉  | 12646/16050 [2:19:10<37:09,  1.53it/s]
Training 3/3 epoch (loss 0.0039):  79%|███████▉  | 12647/16050 [2:19:10<44:09,  1.28it/s]
Training 3/3 epoch (loss 0.0281):  79%|███████▉  | 12647/16050 [2:19:10<44:09,  1.28it/s]
Training 3/3 epoch (loss 0.0281):  79%|███████▉  | 12648/16050 [2:19:10<40:17,  1.41it/s]
Training 3/3 epoch (loss 0.0250):  79%|███████▉  | 12648/16050 [2:19:11<40:17,  1.41it/s]
Training 3/3 epoch (loss 0.0250):  79%|███████▉  | 12649/16050 [2:19:11<38:59,  1.45it/s]
Training 3/3 epoch (loss 0.3958):  79%|███████▉  | 12649/16050 [2:19:11<38:59,  1.45it/s]
Training 3/3 epoch (loss 0.3958):  79%|███████▉  | 12650/16050 [2:19:11<35:07,  1.61it/s]
Training 3/3 epoch (loss 0.0282):  79%|███████▉  | 12650/16050 [2:19:12<35:07,  1.61it/s]
Training 3/3 epoch (loss 0.0282):  79%|███████▉  | 12651/16050 [2:19:12<29:42,  1.91it/s]
Training 3/3 epoch (loss 0.3106):  79%|███████▉  | 12651/16050 [2:19:12<29:42,  1.91it/s]
Training 3/3 epoch (loss 0.3106):  79%|███████▉  | 12652/16050 [2:19:12<28:42,  1.97it/s]
Training 3/3 epoch (loss 0.0031):  79%|███████▉  | 12652/16050 [2:19:13<28:42,  1.97it/s]
Training 3/3 epoch (loss 0.0031):  79%|███████▉  | 12653/16050 [2:19:13<28:59,  1.95it/s]
Training 3/3 epoch (loss 0.0024):  79%|███████▉  | 12653/16050 [2:19:13<28:59,  1.95it/s]
Training 3/3 epoch (loss 0.0024):  79%|███████▉  | 12654/16050 [2:19:13<30:30,  1.86it/s]
Training 3/3 epoch (loss 0.2084):  79%|███████▉  | 12654/16050 [2:19:14<30:30,  1.86it/s]
Training 3/3 epoch (loss 0.2084):  79%|███████▉  | 12655/16050 [2:19:14<28:08,  2.01it/s]
Training 3/3 epoch (loss 0.0011):  79%|███████▉  | 12655/16050 [2:19:14<28:08,  2.01it/s]
Training 3/3 epoch (loss 0.0011):  79%|███████▉  | 12656/16050 [2:19:14<30:55,  1.83it/s]
Training 3/3 epoch (loss 0.0080):  79%|███████▉  | 12656/16050 [2:19:15<30:55,  1.83it/s]
Training 3/3 epoch (loss 0.0080):  79%|███████▉  | 12657/16050 [2:19:15<29:22,  1.93it/s]
Training 3/3 epoch (loss 0.0007):  79%|███████▉  | 12657/16050 [2:19:15<29:22,  1.93it/s]
Training 3/3 epoch (loss 0.0007):  79%|███████▉  | 12658/16050 [2:19:15<26:44,  2.11it/s]
Training 3/3 epoch (loss 0.0104):  79%|███████▉  | 12658/16050 [2:19:16<26:44,  2.11it/s]
Training 3/3 epoch (loss 0.0104):  79%|███████▉  | 12659/16050 [2:19:16<31:28,  1.80it/s]
Training 3/3 epoch (loss 0.0616):  79%|███████▉  | 12659/16050 [2:19:16<31:28,  1.80it/s]
Training 3/3 epoch (loss 0.0616):  79%|███████▉  | 12660/16050 [2:19:16<28:10,  2.00it/s]
Training 3/3 epoch (loss 0.0126):  79%|███████▉  | 12660/16050 [2:19:17<28:10,  2.00it/s]
Training 3/3 epoch (loss 0.0126):  79%|███████▉  | 12661/16050 [2:19:17<28:44,  1.97it/s]
Training 3/3 epoch (loss 0.2584):  79%|███████▉  | 12661/16050 [2:19:19<28:44,  1.97it/s]
Training 3/3 epoch (loss 0.2584):  79%|███████▉  | 12662/16050 [2:19:19<59:56,  1.06s/it]
Training 3/3 epoch (loss 0.0069):  79%|███████▉  | 12662/16050 [2:19:20<59:56,  1.06s/it]
Training 3/3 epoch (loss 0.0069):  79%|███████▉  | 12663/16050 [2:19:20<54:25,  1.04it/s]
Training 3/3 epoch (loss 0.2142):  79%|███████▉  | 12663/16050 [2:19:22<54:25,  1.04it/s]
Training 3/3 epoch (loss 0.2142):  79%|███████▉  | 12664/16050 [2:19:22<1:17:55,  1.38s/it]
Training 3/3 epoch (loss 0.0567):  79%|███████▉  | 12664/16050 [2:19:23<1:17:55,  1.38s/it]
Training 3/3 epoch (loss 0.0567):  79%|███████▉  | 12665/16050 [2:19:23<1:04:13,  1.14s/it]
Training 3/3 epoch (loss 0.0031):  79%|███████▉  | 12665/16050 [2:19:23<1:04:13,  1.14s/it]
Training 3/3 epoch (loss 0.0031):  79%|███████▉  | 12666/16050 [2:19:23<55:09,  1.02it/s]  
Training 3/3 epoch (loss 0.0043):  79%|███████▉  | 12666/16050 [2:19:24<55:09,  1.02it/s]
Training 3/3 epoch (loss 0.0043):  79%|███████▉  | 12667/16050 [2:19:24<45:31,  1.24it/s]
Training 3/3 epoch (loss 0.0029):  79%|███████▉  | 12667/16050 [2:19:24<45:31,  1.24it/s]
Training 3/3 epoch (loss 0.0029):  79%|███████▉  | 12668/16050 [2:19:24<41:43,  1.35it/s]
Training 3/3 epoch (loss 0.0020):  79%|███████▉  | 12668/16050 [2:19:25<41:43,  1.35it/s]
Training 3/3 epoch (loss 0.0020):  79%|███████▉  | 12669/16050 [2:19:25<37:22,  1.51it/s]
Training 3/3 epoch (loss 0.0369):  79%|███████▉  | 12669/16050 [2:19:25<37:22,  1.51it/s]
Training 3/3 epoch (loss 0.0369):  79%|███████▉  | 12670/16050 [2:19:25<35:22,  1.59it/s]
Training 3/3 epoch (loss 0.3623):  79%|███████▉  | 12670/16050 [2:19:26<35:22,  1.59it/s]
Training 3/3 epoch (loss 0.3623):  79%|███████▉  | 12671/16050 [2:19:26<35:20,  1.59it/s]
Training 3/3 epoch (loss 0.0087):  79%|███████▉  | 12671/16050 [2:19:26<35:20,  1.59it/s]
Training 3/3 epoch (loss 0.0087):  79%|███████▉  | 12672/16050 [2:19:26<31:59,  1.76it/s]
Training 3/3 epoch (loss 0.1739):  79%|███████▉  | 12672/16050 [2:19:27<31:59,  1.76it/s]
Training 3/3 epoch (loss 0.1739):  79%|███████▉  | 12673/16050 [2:19:27<35:59,  1.56it/s]
Training 3/3 epoch (loss 0.5141):  79%|███████▉  | 12673/16050 [2:19:28<35:59,  1.56it/s]
Training 3/3 epoch (loss 0.5141):  79%|███████▉  | 12674/16050 [2:19:28<34:08,  1.65it/s]
Training 3/3 epoch (loss 0.0072):  79%|███████▉  | 12674/16050 [2:19:28<34:08,  1.65it/s]
Training 3/3 epoch (loss 0.0072):  79%|███████▉  | 12675/16050 [2:19:28<32:21,  1.74it/s]
Training 3/3 epoch (loss 0.4628):  79%|███████▉  | 12675/16050 [2:19:29<32:21,  1.74it/s]
Training 3/3 epoch (loss 0.4628):  79%|███████▉  | 12676/16050 [2:19:29<30:25,  1.85it/s]
Training 3/3 epoch (loss 0.0020):  79%|███████▉  | 12676/16050 [2:19:29<30:25,  1.85it/s]
Training 3/3 epoch (loss 0.0020):  79%|███████▉  | 12677/16050 [2:19:29<29:40,  1.89it/s]
Training 3/3 epoch (loss 0.4181):  79%|███████▉  | 12677/16050 [2:19:30<29:40,  1.89it/s]
Training 3/3 epoch (loss 0.4181):  79%|███████▉  | 12678/16050 [2:19:30<30:44,  1.83it/s]
Training 3/3 epoch (loss 0.0418):  79%|███████▉  | 12678/16050 [2:19:30<30:44,  1.83it/s]
Training 3/3 epoch (loss 0.0418):  79%|███████▉  | 12679/16050 [2:19:30<31:39,  1.78it/s]
Training 3/3 epoch (loss 0.0081):  79%|███████▉  | 12679/16050 [2:19:31<31:39,  1.78it/s]
Training 3/3 epoch (loss 0.0081):  79%|███████▉  | 12680/16050 [2:19:31<29:11,  1.92it/s]
Training 3/3 epoch (loss 0.0000):  79%|███████▉  | 12680/16050 [2:19:31<29:11,  1.92it/s]
Training 3/3 epoch (loss 0.0000):  79%|███████▉  | 12681/16050 [2:19:31<27:34,  2.04it/s]
Training 3/3 epoch (loss 0.0020):  79%|███████▉  | 12681/16050 [2:19:32<27:34,  2.04it/s]
Training 3/3 epoch (loss 0.0020):  79%|███████▉  | 12682/16050 [2:19:32<28:57,  1.94it/s]
Training 3/3 epoch (loss 0.0079):  79%|███████▉  | 12682/16050 [2:19:33<28:57,  1.94it/s]
Training 3/3 epoch (loss 0.0079):  79%|███████▉  | 12683/16050 [2:19:33<34:02,  1.65it/s]
Training 3/3 epoch (loss 0.5564):  79%|███████▉  | 12683/16050 [2:19:33<34:02,  1.65it/s]
Training 3/3 epoch (loss 0.5564):  79%|███████▉  | 12684/16050 [2:19:33<31:50,  1.76it/s]
Training 3/3 epoch (loss 0.0188):  79%|███████▉  | 12684/16050 [2:19:34<31:50,  1.76it/s]
Training 3/3 epoch (loss 0.0188):  79%|███████▉  | 12685/16050 [2:19:34<33:18,  1.68it/s]
Training 3/3 epoch (loss 0.0006):  79%|███████▉  | 12685/16050 [2:19:34<33:18,  1.68it/s]
Training 3/3 epoch (loss 0.0006):  79%|███████▉  | 12686/16050 [2:19:34<33:22,  1.68it/s]
Training 3/3 epoch (loss 0.2080):  79%|███████▉  | 12686/16050 [2:19:35<33:22,  1.68it/s]
Training 3/3 epoch (loss 0.2080):  79%|███████▉  | 12687/16050 [2:19:35<32:25,  1.73it/s]
Training 3/3 epoch (loss 0.0446):  79%|███████▉  | 12687/16050 [2:19:35<32:25,  1.73it/s]
Training 3/3 epoch (loss 0.0446):  79%|███████▉  | 12688/16050 [2:19:35<30:34,  1.83it/s]
Training 3/3 epoch (loss 0.6161):  79%|███████▉  | 12688/16050 [2:19:38<30:34,  1.83it/s]
Training 3/3 epoch (loss 0.6161):  79%|███████▉  | 12689/16050 [2:19:38<58:54,  1.05s/it]
Training 3/3 epoch (loss 0.3867):  79%|███████▉  | 12689/16050 [2:19:38<58:54,  1.05s/it]
Training 3/3 epoch (loss 0.3867):  79%|███████▉  | 12690/16050 [2:19:38<48:51,  1.15it/s]
Training 3/3 epoch (loss 0.3567):  79%|███████▉  | 12690/16050 [2:19:38<48:51,  1.15it/s]
Training 3/3 epoch (loss 0.3567):  79%|███████▉  | 12691/16050 [2:19:38<41:46,  1.34it/s]
Training 3/3 epoch (loss 0.0000):  79%|███████▉  | 12691/16050 [2:19:39<41:46,  1.34it/s]
Training 3/3 epoch (loss 0.0000):  79%|███████▉  | 12692/16050 [2:19:39<34:58,  1.60it/s]
Training 3/3 epoch (loss 0.3647):  79%|███████▉  | 12692/16050 [2:19:39<34:58,  1.60it/s]
Training 3/3 epoch (loss 0.3647):  79%|███████▉  | 12693/16050 [2:19:39<33:41,  1.66it/s]
Training 3/3 epoch (loss 0.0008):  79%|███████▉  | 12693/16050 [2:19:40<33:41,  1.66it/s]
Training 3/3 epoch (loss 0.0008):  79%|███████▉  | 12694/16050 [2:19:40<31:21,  1.78it/s]
Training 3/3 epoch (loss 0.0036):  79%|███████▉  | 12694/16050 [2:19:40<31:21,  1.78it/s]
Training 3/3 epoch (loss 0.0036):  79%|███████▉  | 12695/16050 [2:19:40<29:19,  1.91it/s]
Training 3/3 epoch (loss 0.0171):  79%|███████▉  | 12695/16050 [2:19:41<29:19,  1.91it/s]
Training 3/3 epoch (loss 0.0171):  79%|███████▉  | 12696/16050 [2:19:41<28:11,  1.98it/s]
Training 3/3 epoch (loss 0.0042):  79%|███████▉  | 12696/16050 [2:19:41<28:11,  1.98it/s]
Training 3/3 epoch (loss 0.0042):  79%|███████▉  | 12697/16050 [2:19:41<27:12,  2.05it/s]
Training 3/3 epoch (loss 0.0395):  79%|███████▉  | 12697/16050 [2:19:42<27:12,  2.05it/s]
Training 3/3 epoch (loss 0.0395):  79%|███████▉  | 12698/16050 [2:19:42<29:22,  1.90it/s]
Training 3/3 epoch (loss 0.0001):  79%|███████▉  | 12698/16050 [2:19:42<29:22,  1.90it/s]
Training 3/3 epoch (loss 0.0001):  79%|███████▉  | 12699/16050 [2:19:42<26:20,  2.12it/s]
Training 3/3 epoch (loss 0.0874):  79%|███████▉  | 12699/16050 [2:19:43<26:20,  2.12it/s]
Training 3/3 epoch (loss 0.0874):  79%|███████▉  | 12700/16050 [2:19:43<28:04,  1.99it/s]
Training 3/3 epoch (loss 0.2580):  79%|███████▉  | 12700/16050 [2:19:43<28:04,  1.99it/s]
Training 3/3 epoch (loss 0.2580):  79%|███████▉  | 12701/16050 [2:19:43<29:33,  1.89it/s]
Training 3/3 epoch (loss 0.0633):  79%|███████▉  | 12701/16050 [2:19:44<29:33,  1.89it/s]
Training 3/3 epoch (loss 0.0633):  79%|███████▉  | 12702/16050 [2:19:44<29:26,  1.90it/s]
Training 3/3 epoch (loss 0.0002):  79%|███████▉  | 12702/16050 [2:19:45<29:26,  1.90it/s]
Training 3/3 epoch (loss 0.0002):  79%|███████▉  | 12703/16050 [2:19:45<32:22,  1.72it/s]
Training 3/3 epoch (loss 0.2744):  79%|███████▉  | 12703/16050 [2:19:45<32:22,  1.72it/s]
Training 3/3 epoch (loss 0.2744):  79%|███████▉  | 12704/16050 [2:19:45<36:18,  1.54it/s]
Training 3/3 epoch (loss 0.1081):  79%|███████▉  | 12704/16050 [2:19:46<36:18,  1.54it/s]
Training 3/3 epoch (loss 0.1081):  79%|███████▉  | 12705/16050 [2:19:46<33:14,  1.68it/s]
Training 3/3 epoch (loss 0.0007):  79%|███████▉  | 12705/16050 [2:19:46<33:14,  1.68it/s]
Training 3/3 epoch (loss 0.0007):  79%|███████▉  | 12706/16050 [2:19:46<30:12,  1.84it/s]
Training 3/3 epoch (loss 0.0329):  79%|███████▉  | 12706/16050 [2:19:47<30:12,  1.84it/s]
Training 3/3 epoch (loss 0.0329):  79%|███████▉  | 12707/16050 [2:19:47<31:24,  1.77it/s]
Training 3/3 epoch (loss 0.0056):  79%|███████▉  | 12707/16050 [2:19:47<31:24,  1.77it/s]
Training 3/3 epoch (loss 0.0056):  79%|███████▉  | 12708/16050 [2:19:47<28:08,  1.98it/s]
Training 3/3 epoch (loss 0.2348):  79%|███████▉  | 12708/16050 [2:19:48<28:08,  1.98it/s]
Training 3/3 epoch (loss 0.2348):  79%|███████▉  | 12709/16050 [2:19:48<28:06,  1.98it/s]
Training 3/3 epoch (loss 0.2291):  79%|███████▉  | 12709/16050 [2:19:48<28:06,  1.98it/s]
Training 3/3 epoch (loss 0.2291):  79%|███████▉  | 12710/16050 [2:19:48<27:29,  2.02it/s]
Training 3/3 epoch (loss 0.0051):  79%|███████▉  | 12710/16050 [2:19:49<27:29,  2.02it/s]
Training 3/3 epoch (loss 0.0051):  79%|███████▉  | 12711/16050 [2:19:49<26:46,  2.08it/s]
Training 3/3 epoch (loss 0.0095):  79%|███████▉  | 12711/16050 [2:19:49<26:46,  2.08it/s]
Training 3/3 epoch (loss 0.0095):  79%|███████▉  | 12712/16050 [2:19:49<29:24,  1.89it/s]
Training 3/3 epoch (loss 0.0089):  79%|███████▉  | 12712/16050 [2:19:50<29:24,  1.89it/s]
Training 3/3 epoch (loss 0.0089):  79%|███████▉  | 12713/16050 [2:19:50<30:31,  1.82it/s]
Training 3/3 epoch (loss 0.0034):  79%|███████▉  | 12713/16050 [2:19:51<30:31,  1.82it/s]
Training 3/3 epoch (loss 0.0034):  79%|███████▉  | 12714/16050 [2:19:51<31:54,  1.74it/s]
Training 3/3 epoch (loss 0.1911):  79%|███████▉  | 12714/16050 [2:19:51<31:54,  1.74it/s]
Training 3/3 epoch (loss 0.1911):  79%|███████▉  | 12715/16050 [2:19:51<28:03,  1.98it/s]
Training 3/3 epoch (loss 0.1634):  79%|███████▉  | 12715/16050 [2:19:52<28:03,  1.98it/s]
Training 3/3 epoch (loss 0.1634):  79%|███████▉  | 12716/16050 [2:19:52<34:46,  1.60it/s]
Training 3/3 epoch (loss 0.0011):  79%|███████▉  | 12716/16050 [2:19:53<34:46,  1.60it/s]
Training 3/3 epoch (loss 0.0011):  79%|███████▉  | 12717/16050 [2:19:53<42:19,  1.31it/s]
Training 3/3 epoch (loss 0.0089):  79%|███████▉  | 12717/16050 [2:19:53<42:19,  1.31it/s]
Training 3/3 epoch (loss 0.0089):  79%|███████▉  | 12718/16050 [2:19:53<37:43,  1.47it/s]
Training 3/3 epoch (loss 0.0001):  79%|███████▉  | 12718/16050 [2:19:54<37:43,  1.47it/s]
Training 3/3 epoch (loss 0.0001):  79%|███████▉  | 12719/16050 [2:19:54<31:53,  1.74it/s]
Training 3/3 epoch (loss 0.0102):  79%|███████▉  | 12719/16050 [2:19:54<31:53,  1.74it/s]
Training 3/3 epoch (loss 0.0102):  79%|███████▉  | 12720/16050 [2:19:54<31:13,  1.78it/s]
Training 3/3 epoch (loss 0.0181):  79%|███████▉  | 12720/16050 [2:19:55<31:13,  1.78it/s]
Training 3/3 epoch (loss 0.0181):  79%|███████▉  | 12721/16050 [2:19:55<36:00,  1.54it/s]
Training 3/3 epoch (loss 0.0001):  79%|███████▉  | 12721/16050 [2:19:55<36:00,  1.54it/s]
Training 3/3 epoch (loss 0.0001):  79%|███████▉  | 12722/16050 [2:19:55<32:36,  1.70it/s]
Training 3/3 epoch (loss 0.0792):  79%|███████▉  | 12722/16050 [2:19:56<32:36,  1.70it/s]
Training 3/3 epoch (loss 0.0792):  79%|███████▉  | 12723/16050 [2:19:56<37:15,  1.49it/s]
Training 3/3 epoch (loss 0.1086):  79%|███████▉  | 12723/16050 [2:19:57<37:15,  1.49it/s]
Training 3/3 epoch (loss 0.1086):  79%|███████▉  | 12724/16050 [2:19:57<32:57,  1.68it/s]
Training 3/3 epoch (loss 0.0086):  79%|███████▉  | 12724/16050 [2:19:57<32:57,  1.68it/s]
Training 3/3 epoch (loss 0.0086):  79%|███████▉  | 12725/16050 [2:19:57<33:25,  1.66it/s]
Training 3/3 epoch (loss 0.0023):  79%|███████▉  | 12725/16050 [2:19:58<33:25,  1.66it/s]
Training 3/3 epoch (loss 0.0023):  79%|███████▉  | 12726/16050 [2:19:58<30:32,  1.81it/s]
Training 3/3 epoch (loss 0.0936):  79%|███████▉  | 12726/16050 [2:19:58<30:32,  1.81it/s]
Training 3/3 epoch (loss 0.0936):  79%|███████▉  | 12727/16050 [2:19:58<27:52,  1.99it/s]
Training 3/3 epoch (loss 0.0066):  79%|███████▉  | 12727/16050 [2:19:59<27:52,  1.99it/s]
Training 3/3 epoch (loss 0.0066):  79%|███████▉  | 12728/16050 [2:19:59<28:12,  1.96it/s]
Training 3/3 epoch (loss 0.0024):  79%|███████▉  | 12728/16050 [2:19:59<28:12,  1.96it/s]
Training 3/3 epoch (loss 0.0024):  79%|███████▉  | 12729/16050 [2:19:59<27:24,  2.02it/s]
Training 3/3 epoch (loss 0.0001):  79%|███████▉  | 12729/16050 [2:20:00<27:24,  2.02it/s]
Training 3/3 epoch (loss 0.0001):  79%|███████▉  | 12730/16050 [2:20:00<27:07,  2.04it/s]
Training 3/3 epoch (loss 0.1271):  79%|███████▉  | 12730/16050 [2:20:00<27:07,  2.04it/s]
Training 3/3 epoch (loss 0.1271):  79%|███████▉  | 12731/16050 [2:20:00<27:43,  1.99it/s]
Training 3/3 epoch (loss 0.0040):  79%|███████▉  | 12731/16050 [2:20:01<27:43,  1.99it/s]
Training 3/3 epoch (loss 0.0040):  79%|███████▉  | 12732/16050 [2:20:01<31:03,  1.78it/s]
Training 3/3 epoch (loss 0.6482):  79%|███████▉  | 12732/16050 [2:20:01<31:03,  1.78it/s]
Training 3/3 epoch (loss 0.6482):  79%|███████▉  | 12733/16050 [2:20:01<28:27,  1.94it/s]
Training 3/3 epoch (loss 0.2530):  79%|███████▉  | 12733/16050 [2:20:02<28:27,  1.94it/s]
Training 3/3 epoch (loss 0.2530):  79%|███████▉  | 12734/16050 [2:20:02<27:43,  1.99it/s]
Training 3/3 epoch (loss 0.0059):  79%|███████▉  | 12734/16050 [2:20:02<27:43,  1.99it/s]
Training 3/3 epoch (loss 0.0059):  79%|███████▉  | 12735/16050 [2:20:02<26:42,  2.07it/s]
Training 3/3 epoch (loss 0.0837):  79%|███████▉  | 12735/16050 [2:20:03<26:42,  2.07it/s]
Training 3/3 epoch (loss 0.0837):  79%|███████▉  | 12736/16050 [2:20:03<31:59,  1.73it/s]
Training 3/3 epoch (loss 0.0154):  79%|███████▉  | 12736/16050 [2:20:04<31:59,  1.73it/s]
Training 3/3 epoch (loss 0.0154):  79%|███████▉  | 12737/16050 [2:20:04<34:41,  1.59it/s]
Training 3/3 epoch (loss 0.0130):  79%|███████▉  | 12737/16050 [2:20:04<34:41,  1.59it/s]
Training 3/3 epoch (loss 0.0130):  79%|███████▉  | 12738/16050 [2:20:04<30:20,  1.82it/s]
Training 3/3 epoch (loss 0.0030):  79%|███████▉  | 12738/16050 [2:20:05<30:20,  1.82it/s]
Training 3/3 epoch (loss 0.0030):  79%|███████▉  | 12739/16050 [2:20:05<29:45,  1.85it/s]
Training 3/3 epoch (loss 0.0779):  79%|███████▉  | 12739/16050 [2:20:05<29:45,  1.85it/s]
Training 3/3 epoch (loss 0.0779):  79%|███████▉  | 12740/16050 [2:20:05<30:51,  1.79it/s]
Training 3/3 epoch (loss 0.0044):  79%|███████▉  | 12740/16050 [2:20:06<30:51,  1.79it/s]
Training 3/3 epoch (loss 0.0044):  79%|███████▉  | 12741/16050 [2:20:06<30:19,  1.82it/s]
Training 3/3 epoch (loss 0.0013):  79%|███████▉  | 12741/16050 [2:20:06<30:19,  1.82it/s]
Training 3/3 epoch (loss 0.0013):  79%|███████▉  | 12742/16050 [2:20:06<28:47,  1.91it/s]
Training 3/3 epoch (loss 0.1885):  79%|███████▉  | 12742/16050 [2:20:07<28:47,  1.91it/s]
Training 3/3 epoch (loss 0.1885):  79%|███████▉  | 12743/16050 [2:20:07<27:59,  1.97it/s]
Training 3/3 epoch (loss 0.2468):  79%|███████▉  | 12743/16050 [2:20:07<27:59,  1.97it/s]
Training 3/3 epoch (loss 0.2468):  79%|███████▉  | 12744/16050 [2:20:07<30:59,  1.78it/s]
Training 3/3 epoch (loss 0.0001):  79%|███████▉  | 12744/16050 [2:20:08<30:59,  1.78it/s]
Training 3/3 epoch (loss 0.0001):  79%|███████▉  | 12745/16050 [2:20:08<29:16,  1.88it/s]
Training 3/3 epoch (loss 0.0062):  79%|███████▉  | 12745/16050 [2:20:08<29:16,  1.88it/s]
Training 3/3 epoch (loss 0.0062):  79%|███████▉  | 12746/16050 [2:20:08<26:58,  2.04it/s]
Training 3/3 epoch (loss 0.0037):  79%|███████▉  | 12746/16050 [2:20:09<26:58,  2.04it/s]
Training 3/3 epoch (loss 0.0037):  79%|███████▉  | 12747/16050 [2:20:09<33:16,  1.65it/s]
Training 3/3 epoch (loss 0.0001):  79%|███████▉  | 12747/16050 [2:20:10<33:16,  1.65it/s]
Training 3/3 epoch (loss 0.0001):  79%|███████▉  | 12748/16050 [2:20:10<32:22,  1.70it/s]
Training 3/3 epoch (loss 0.0031):  79%|███████▉  | 12748/16050 [2:20:10<32:22,  1.70it/s]
Training 3/3 epoch (loss 0.0031):  79%|███████▉  | 12749/16050 [2:20:10<31:15,  1.76it/s]
Training 3/3 epoch (loss 0.0002):  79%|███████▉  | 12749/16050 [2:20:11<31:15,  1.76it/s]
Training 3/3 epoch (loss 0.0002):  79%|███████▉  | 12750/16050 [2:20:11<30:45,  1.79it/s]
Training 3/3 epoch (loss 0.0147):  79%|███████▉  | 12750/16050 [2:20:11<30:45,  1.79it/s]
Training 3/3 epoch (loss 0.0147):  79%|███████▉  | 12751/16050 [2:20:11<29:29,  1.86it/s]
Training 3/3 epoch (loss 0.4472):  79%|███████▉  | 12751/16050 [2:20:12<29:29,  1.86it/s]
Training 3/3 epoch (loss 0.4472):  79%|███████▉  | 12752/16050 [2:20:12<31:20,  1.75it/s]
Training 3/3 epoch (loss 0.0079):  79%|███████▉  | 12752/16050 [2:20:12<31:20,  1.75it/s]
Training 3/3 epoch (loss 0.0079):  79%|███████▉  | 12753/16050 [2:20:12<31:13,  1.76it/s]
Training 3/3 epoch (loss 0.0614):  79%|███████▉  | 12753/16050 [2:20:13<31:13,  1.76it/s]
Training 3/3 epoch (loss 0.0614):  79%|███████▉  | 12754/16050 [2:20:13<27:29,  2.00it/s]
Training 3/3 epoch (loss 0.0026):  79%|███████▉  | 12754/16050 [2:20:13<27:29,  2.00it/s]
Training 3/3 epoch (loss 0.0026):  79%|███████▉  | 12755/16050 [2:20:13<29:17,  1.88it/s]
Training 3/3 epoch (loss 0.0039):  79%|███████▉  | 12755/16050 [2:20:14<29:17,  1.88it/s]
Training 3/3 epoch (loss 0.0039):  79%|███████▉  | 12756/16050 [2:20:14<27:40,  1.98it/s]
Training 3/3 epoch (loss 0.0002):  79%|███████▉  | 12756/16050 [2:20:14<27:40,  1.98it/s]
Training 3/3 epoch (loss 0.0002):  79%|███████▉  | 12757/16050 [2:20:14<27:18,  2.01it/s]
Training 3/3 epoch (loss 0.0073):  79%|███████▉  | 12757/16050 [2:20:15<27:18,  2.01it/s]
Training 3/3 epoch (loss 0.0073):  79%|███████▉  | 12758/16050 [2:20:15<24:40,  2.22it/s]
Training 3/3 epoch (loss 0.0002):  79%|███████▉  | 12758/16050 [2:20:15<24:40,  2.22it/s]
Training 3/3 epoch (loss 0.0002):  79%|███████▉  | 12759/16050 [2:20:15<27:07,  2.02it/s]
Training 3/3 epoch (loss 0.2883):  79%|███████▉  | 12759/16050 [2:20:18<27:07,  2.02it/s]
Training 3/3 epoch (loss 0.2883):  80%|███████▉  | 12760/16050 [2:20:18<57:42,  1.05s/it]
Training 3/3 epoch (loss 0.3164):  80%|███████▉  | 12760/16050 [2:20:18<57:42,  1.05s/it]
Training 3/3 epoch (loss 0.3164):  80%|███████▉  | 12761/16050 [2:20:18<49:23,  1.11it/s]
Training 3/3 epoch (loss 0.0053):  80%|███████▉  | 12761/16050 [2:20:19<49:23,  1.11it/s]
Training 3/3 epoch (loss 0.0053):  80%|███████▉  | 12762/16050 [2:20:19<43:32,  1.26it/s]
Training 3/3 epoch (loss 0.3200):  80%|███████▉  | 12762/16050 [2:20:19<43:32,  1.26it/s]
Training 3/3 epoch (loss 0.3200):  80%|███████▉  | 12763/16050 [2:20:19<37:12,  1.47it/s]
Training 3/3 epoch (loss 0.2213):  80%|███████▉  | 12763/16050 [2:20:20<37:12,  1.47it/s]
Training 3/3 epoch (loss 0.2213):  80%|███████▉  | 12764/16050 [2:20:20<39:12,  1.40it/s]
Training 3/3 epoch (loss 0.0556):  80%|███████▉  | 12764/16050 [2:20:21<39:12,  1.40it/s]
Training 3/3 epoch (loss 0.0556):  80%|███████▉  | 12765/16050 [2:20:21<43:46,  1.25it/s]
Training 3/3 epoch (loss 0.4502):  80%|███████▉  | 12765/16050 [2:20:21<43:46,  1.25it/s]
Training 3/3 epoch (loss 0.4502):  80%|███████▉  | 12766/16050 [2:20:21<35:28,  1.54it/s]
Training 3/3 epoch (loss 0.0052):  80%|███████▉  | 12766/16050 [2:20:22<35:28,  1.54it/s]
Training 3/3 epoch (loss 0.0052):  80%|███████▉  | 12767/16050 [2:20:22<32:19,  1.69it/s]
Training 3/3 epoch (loss 0.0009):  80%|███████▉  | 12767/16050 [2:20:22<32:19,  1.69it/s]
Training 3/3 epoch (loss 0.0009):  80%|███████▉  | 12768/16050 [2:20:22<33:06,  1.65it/s]
Training 3/3 epoch (loss 0.0065):  80%|███████▉  | 12768/16050 [2:20:23<33:06,  1.65it/s]
Training 3/3 epoch (loss 0.0065):  80%|███████▉  | 12769/16050 [2:20:23<30:48,  1.78it/s]
Training 3/3 epoch (loss 0.0001):  80%|███████▉  | 12769/16050 [2:20:23<30:48,  1.78it/s]
Training 3/3 epoch (loss 0.0001):  80%|███████▉  | 12770/16050 [2:20:23<30:33,  1.79it/s]
Training 3/3 epoch (loss 0.1028):  80%|███████▉  | 12770/16050 [2:20:24<30:33,  1.79it/s]
Training 3/3 epoch (loss 0.1028):  80%|███████▉  | 12771/16050 [2:20:24<32:12,  1.70it/s]
Training 3/3 epoch (loss 0.0184):  80%|███████▉  | 12771/16050 [2:20:24<32:12,  1.70it/s]
Training 3/3 epoch (loss 0.0184):  80%|███████▉  | 12772/16050 [2:20:24<29:22,  1.86it/s]
Training 3/3 epoch (loss 0.0187):  80%|███████▉  | 12772/16050 [2:20:25<29:22,  1.86it/s]
Training 3/3 epoch (loss 0.0187):  80%|███████▉  | 12773/16050 [2:20:25<31:32,  1.73it/s]
Training 3/3 epoch (loss 0.0286):  80%|███████▉  | 12773/16050 [2:20:25<31:32,  1.73it/s]
Training 3/3 epoch (loss 0.0286):  80%|███████▉  | 12774/16050 [2:20:25<28:45,  1.90it/s]
Training 3/3 epoch (loss 0.0021):  80%|███████▉  | 12774/16050 [2:20:26<28:45,  1.90it/s]
Training 3/3 epoch (loss 0.0021):  80%|███████▉  | 12775/16050 [2:20:26<27:42,  1.97it/s]
Training 3/3 epoch (loss 0.7327):  80%|███████▉  | 12775/16050 [2:20:26<27:42,  1.97it/s]
Training 3/3 epoch (loss 0.7327):  80%|███████▉  | 12776/16050 [2:20:26<26:03,  2.09it/s]
Training 3/3 epoch (loss 0.0067):  80%|███████▉  | 12776/16050 [2:20:27<26:03,  2.09it/s]
Training 3/3 epoch (loss 0.0067):  80%|███████▉  | 12777/16050 [2:20:27<24:59,  2.18it/s]
Training 3/3 epoch (loss 0.0065):  80%|███████▉  | 12777/16050 [2:20:27<24:59,  2.18it/s]
Training 3/3 epoch (loss 0.0065):  80%|███████▉  | 12778/16050 [2:20:27<28:57,  1.88it/s]
Training 3/3 epoch (loss 0.0200):  80%|███████▉  | 12778/16050 [2:20:28<28:57,  1.88it/s]
Training 3/3 epoch (loss 0.0200):  80%|███████▉  | 12779/16050 [2:20:28<28:10,  1.93it/s]
Training 3/3 epoch (loss 0.0123):  80%|███████▉  | 12779/16050 [2:20:29<28:10,  1.93it/s]
Training 3/3 epoch (loss 0.0123):  80%|███████▉  | 12780/16050 [2:20:29<29:58,  1.82it/s]
Training 3/3 epoch (loss 0.0440):  80%|███████▉  | 12780/16050 [2:20:29<29:58,  1.82it/s]
Training 3/3 epoch (loss 0.0440):  80%|███████▉  | 12781/16050 [2:20:29<30:50,  1.77it/s]
Training 3/3 epoch (loss 0.1921):  80%|███████▉  | 12781/16050 [2:20:30<30:50,  1.77it/s]
Training 3/3 epoch (loss 0.1921):  80%|███████▉  | 12782/16050 [2:20:30<30:00,  1.82it/s]
Training 3/3 epoch (loss 0.0016):  80%|███████▉  | 12782/16050 [2:20:30<30:00,  1.82it/s]
Training 3/3 epoch (loss 0.0016):  80%|███████▉  | 12783/16050 [2:20:30<27:57,  1.95it/s]
Training 3/3 epoch (loss 0.0003):  80%|███████▉  | 12783/16050 [2:20:31<27:57,  1.95it/s]
Training 3/3 epoch (loss 0.0003):  80%|███████▉  | 12784/16050 [2:20:31<29:10,  1.87it/s]
Training 3/3 epoch (loss 0.4914):  80%|███████▉  | 12784/16050 [2:20:33<29:10,  1.87it/s]
Training 3/3 epoch (loss 0.4914):  80%|███████▉  | 12785/16050 [2:20:33<58:51,  1.08s/it]
Training 3/3 epoch (loss 0.0031):  80%|███████▉  | 12785/16050 [2:20:33<58:51,  1.08s/it]
Training 3/3 epoch (loss 0.0031):  80%|███████▉  | 12786/16050 [2:20:33<48:30,  1.12it/s]
Training 3/3 epoch (loss 0.0028):  80%|███████▉  | 12786/16050 [2:20:35<48:30,  1.12it/s]
Training 3/3 epoch (loss 0.0028):  80%|███████▉  | 12787/16050 [2:20:35<50:50,  1.07it/s]
Training 3/3 epoch (loss 0.0217):  80%|███████▉  | 12787/16050 [2:20:35<50:50,  1.07it/s]
Training 3/3 epoch (loss 0.0217):  80%|███████▉  | 12788/16050 [2:20:35<41:46,  1.30it/s]
Training 3/3 epoch (loss 0.6733):  80%|███████▉  | 12788/16050 [2:20:35<41:46,  1.30it/s]
Training 3/3 epoch (loss 0.6733):  80%|███████▉  | 12789/16050 [2:20:35<34:21,  1.58it/s]
Training 3/3 epoch (loss 0.0084):  80%|███████▉  | 12789/16050 [2:20:36<34:21,  1.58it/s]
Training 3/3 epoch (loss 0.0084):  80%|███████▉  | 12790/16050 [2:20:36<32:54,  1.65it/s]
Training 3/3 epoch (loss 0.1425):  80%|███████▉  | 12790/16050 [2:20:36<32:54,  1.65it/s]
Training 3/3 epoch (loss 0.1425):  80%|███████▉  | 12791/16050 [2:20:36<27:53,  1.95it/s]
Training 3/3 epoch (loss 0.0206):  80%|███████▉  | 12791/16050 [2:20:37<27:53,  1.95it/s]
Training 3/3 epoch (loss 0.0206):  80%|███████▉  | 12792/16050 [2:20:37<30:21,  1.79it/s]
Training 3/3 epoch (loss 0.0049):  80%|███████▉  | 12792/16050 [2:20:37<30:21,  1.79it/s]
Training 3/3 epoch (loss 0.0049):  80%|███████▉  | 12793/16050 [2:20:37<28:54,  1.88it/s]
Training 3/3 epoch (loss 0.0024):  80%|███████▉  | 12793/16050 [2:20:38<28:54,  1.88it/s]
Training 3/3 epoch (loss 0.0024):  80%|███████▉  | 12794/16050 [2:20:38<27:45,  1.95it/s]
Training 3/3 epoch (loss 0.0203):  80%|███████▉  | 12794/16050 [2:20:38<27:45,  1.95it/s]
Training 3/3 epoch (loss 0.0203):  80%|███████▉  | 12795/16050 [2:20:38<31:08,  1.74it/s]
Training 3/3 epoch (loss 0.0248):  80%|███████▉  | 12795/16050 [2:20:39<31:08,  1.74it/s]
Training 3/3 epoch (loss 0.0248):  80%|███████▉  | 12796/16050 [2:20:39<31:57,  1.70it/s]
Training 3/3 epoch (loss 0.0021):  80%|███████▉  | 12796/16050 [2:20:39<31:57,  1.70it/s]
Training 3/3 epoch (loss 0.0021):  80%|███████▉  | 12797/16050 [2:20:39<29:59,  1.81it/s]
Training 3/3 epoch (loss 0.0917):  80%|███████▉  | 12797/16050 [2:20:40<29:59,  1.81it/s]
Training 3/3 epoch (loss 0.0917):  80%|███████▉  | 12798/16050 [2:20:40<30:40,  1.77it/s]
Training 3/3 epoch (loss 0.0091):  80%|███████▉  | 12798/16050 [2:20:41<30:40,  1.77it/s]
Training 3/3 epoch (loss 0.0091):  80%|███████▉  | 12799/16050 [2:20:41<29:53,  1.81it/s]
Training 3/3 epoch (loss 0.0075):  80%|███████▉  | 12799/16050 [2:20:41<29:53,  1.81it/s]
Training 3/3 epoch (loss 0.0075):  80%|███████▉  | 12800/16050 [2:20:41<29:35,  1.83it/s]
Training 3/3 epoch (loss 0.1105):  80%|███████▉  | 12800/16050 [2:20:42<29:35,  1.83it/s]
Training 3/3 epoch (loss 0.1105):  80%|███████▉  | 12801/16050 [2:20:42<33:43,  1.61it/s]
Training 3/3 epoch (loss 0.0180):  80%|███████▉  | 12801/16050 [2:20:43<33:43,  1.61it/s]
Training 3/3 epoch (loss 0.0180):  80%|███████▉  | 12802/16050 [2:20:43<34:06,  1.59it/s]
Training 3/3 epoch (loss 0.0006):  80%|███████▉  | 12802/16050 [2:20:43<34:06,  1.59it/s]
Training 3/3 epoch (loss 0.0006):  80%|███████▉  | 12803/16050 [2:20:43<29:42,  1.82it/s]
Training 3/3 epoch (loss 0.0023):  80%|███████▉  | 12803/16050 [2:20:44<29:42,  1.82it/s]
Training 3/3 epoch (loss 0.0023):  80%|███████▉  | 12804/16050 [2:20:44<30:57,  1.75it/s]
Training 3/3 epoch (loss 0.0004):  80%|███████▉  | 12804/16050 [2:20:44<30:57,  1.75it/s]
Training 3/3 epoch (loss 0.0004):  80%|███████▉  | 12805/16050 [2:20:44<29:26,  1.84it/s]
Training 3/3 epoch (loss 0.3185):  80%|███████▉  | 12805/16050 [2:20:45<29:26,  1.84it/s]
Training 3/3 epoch (loss 0.3185):  80%|███████▉  | 12806/16050 [2:20:45<30:42,  1.76it/s]
Training 3/3 epoch (loss 0.0035):  80%|███████▉  | 12806/16050 [2:20:45<30:42,  1.76it/s]
Training 3/3 epoch (loss 0.0035):  80%|███████▉  | 12807/16050 [2:20:45<34:43,  1.56it/s]
Training 3/3 epoch (loss 0.3994):  80%|███████▉  | 12807/16050 [2:20:46<34:43,  1.56it/s]
Training 3/3 epoch (loss 0.3994):  80%|███████▉  | 12808/16050 [2:20:46<33:15,  1.62it/s]
Training 3/3 epoch (loss 0.0004):  80%|███████▉  | 12808/16050 [2:20:46<33:15,  1.62it/s]
Training 3/3 epoch (loss 0.0004):  80%|███████▉  | 12809/16050 [2:20:46<30:32,  1.77it/s]
Training 3/3 epoch (loss 0.0465):  80%|███████▉  | 12809/16050 [2:20:47<30:32,  1.77it/s]
Training 3/3 epoch (loss 0.0465):  80%|███████▉  | 12810/16050 [2:20:47<28:05,  1.92it/s]
Training 3/3 epoch (loss 0.3444):  80%|███████▉  | 12810/16050 [2:20:47<28:05,  1.92it/s]
Training 3/3 epoch (loss 0.3444):  80%|███████▉  | 12811/16050 [2:20:47<26:30,  2.04it/s]
Training 3/3 epoch (loss 0.0455):  80%|███████▉  | 12811/16050 [2:20:48<26:30,  2.04it/s]
Training 3/3 epoch (loss 0.0455):  80%|███████▉  | 12812/16050 [2:20:48<25:44,  2.10it/s]
Training 3/3 epoch (loss 0.0557):  80%|███████▉  | 12812/16050 [2:20:48<25:44,  2.10it/s]
Training 3/3 epoch (loss 0.0557):  80%|███████▉  | 12813/16050 [2:20:48<26:34,  2.03it/s]
Training 3/3 epoch (loss 0.0527):  80%|███████▉  | 12813/16050 [2:20:49<26:34,  2.03it/s]
Training 3/3 epoch (loss 0.0527):  80%|███████▉  | 12814/16050 [2:20:49<26:01,  2.07it/s]
Training 3/3 epoch (loss 0.1350):  80%|███████▉  | 12814/16050 [2:20:49<26:01,  2.07it/s]
Training 3/3 epoch (loss 0.1350):  80%|███████▉  | 12815/16050 [2:20:49<26:02,  2.07it/s]
Training 3/3 epoch (loss 0.0056):  80%|███████▉  | 12815/16050 [2:20:50<26:02,  2.07it/s]
Training 3/3 epoch (loss 0.0056):  80%|███████▉  | 12816/16050 [2:20:50<28:18,  1.90it/s]
Training 3/3 epoch (loss 0.0020):  80%|███████▉  | 12816/16050 [2:20:50<28:18,  1.90it/s]
Training 3/3 epoch (loss 0.0020):  80%|███████▉  | 12817/16050 [2:20:50<26:49,  2.01it/s]
Training 3/3 epoch (loss 0.1861):  80%|███████▉  | 12817/16050 [2:20:51<26:49,  2.01it/s]
Training 3/3 epoch (loss 0.1861):  80%|███████▉  | 12818/16050 [2:20:51<29:35,  1.82it/s]
Training 3/3 epoch (loss 0.0009):  80%|███████▉  | 12818/16050 [2:20:51<29:35,  1.82it/s]
Training 3/3 epoch (loss 0.0009):  80%|███████▉  | 12819/16050 [2:20:51<28:15,  1.91it/s]
Training 3/3 epoch (loss 0.0055):  80%|███████▉  | 12819/16050 [2:20:52<28:15,  1.91it/s]
Training 3/3 epoch (loss 0.0055):  80%|███████▉  | 12820/16050 [2:20:52<28:09,  1.91it/s]
Training 3/3 epoch (loss 0.3611):  80%|███████▉  | 12820/16050 [2:20:52<28:09,  1.91it/s]
Training 3/3 epoch (loss 0.3611):  80%|███████▉  | 12821/16050 [2:20:52<26:11,  2.05it/s]
Training 3/3 epoch (loss 0.3305):  80%|███████▉  | 12821/16050 [2:20:53<26:11,  2.05it/s]
Training 3/3 epoch (loss 0.3305):  80%|███████▉  | 12822/16050 [2:20:53<29:03,  1.85it/s]
Training 3/3 epoch (loss 0.0001):  80%|███████▉  | 12822/16050 [2:20:53<29:03,  1.85it/s]
Training 3/3 epoch (loss 0.0001):  80%|███████▉  | 12823/16050 [2:20:53<25:57,  2.07it/s]
Training 3/3 epoch (loss 0.6392):  80%|███████▉  | 12823/16050 [2:20:54<25:57,  2.07it/s]
Training 3/3 epoch (loss 0.6392):  80%|███████▉  | 12824/16050 [2:20:54<29:12,  1.84it/s]
Training 3/3 epoch (loss 0.0192):  80%|███████▉  | 12824/16050 [2:20:55<29:12,  1.84it/s]
Training 3/3 epoch (loss 0.0192):  80%|███████▉  | 12825/16050 [2:20:55<30:07,  1.78it/s]
Training 3/3 epoch (loss 0.0055):  80%|███████▉  | 12825/16050 [2:20:55<30:07,  1.78it/s]
Training 3/3 epoch (loss 0.0055):  80%|███████▉  | 12826/16050 [2:20:55<28:33,  1.88it/s]
Training 3/3 epoch (loss 0.2023):  80%|███████▉  | 12826/16050 [2:20:56<28:33,  1.88it/s]
Training 3/3 epoch (loss 0.2023):  80%|███████▉  | 12827/16050 [2:20:56<29:45,  1.80it/s]
Training 3/3 epoch (loss 0.0014):  80%|███████▉  | 12827/16050 [2:20:57<29:45,  1.80it/s]
Training 3/3 epoch (loss 0.0014):  80%|███████▉  | 12828/16050 [2:20:57<34:11,  1.57it/s]
Training 3/3 epoch (loss 0.5183):  80%|███████▉  | 12828/16050 [2:20:57<34:11,  1.57it/s]
Training 3/3 epoch (loss 0.5183):  80%|███████▉  | 12829/16050 [2:20:57<29:05,  1.85it/s]
Training 3/3 epoch (loss 0.0636):  80%|███████▉  | 12829/16050 [2:20:58<29:05,  1.85it/s]
Training 3/3 epoch (loss 0.0636):  80%|███████▉  | 12830/16050 [2:20:58<31:53,  1.68it/s]
Training 3/3 epoch (loss 0.0028):  80%|███████▉  | 12830/16050 [2:20:58<31:53,  1.68it/s]
Training 3/3 epoch (loss 0.0028):  80%|███████▉  | 12831/16050 [2:20:58<30:05,  1.78it/s]
Training 3/3 epoch (loss 0.0039):  80%|███████▉  | 12831/16050 [2:20:59<30:05,  1.78it/s]
Training 3/3 epoch (loss 0.0039):  80%|███████▉  | 12832/16050 [2:20:59<29:12,  1.84it/s]
Training 3/3 epoch (loss 0.0823):  80%|███████▉  | 12832/16050 [2:20:59<29:12,  1.84it/s]
Training 3/3 epoch (loss 0.0823):  80%|███████▉  | 12833/16050 [2:20:59<31:01,  1.73it/s]
Training 3/3 epoch (loss 0.2125):  80%|███████▉  | 12833/16050 [2:21:00<31:01,  1.73it/s]
Training 3/3 epoch (loss 0.2125):  80%|███████▉  | 12834/16050 [2:21:00<28:09,  1.90it/s]
Training 3/3 epoch (loss 0.1869):  80%|███████▉  | 12834/16050 [2:21:00<28:09,  1.90it/s]
Training 3/3 epoch (loss 0.1869):  80%|███████▉  | 12835/16050 [2:21:00<31:51,  1.68it/s]
Training 3/3 epoch (loss 0.3395):  80%|███████▉  | 12835/16050 [2:21:01<31:51,  1.68it/s]
Training 3/3 epoch (loss 0.3395):  80%|███████▉  | 12836/16050 [2:21:01<27:20,  1.96it/s]
Training 3/3 epoch (loss 0.0186):  80%|███████▉  | 12836/16050 [2:21:01<27:20,  1.96it/s]
Training 3/3 epoch (loss 0.0186):  80%|███████▉  | 12837/16050 [2:21:01<29:06,  1.84it/s]
Training 3/3 epoch (loss 0.0151):  80%|███████▉  | 12837/16050 [2:21:02<29:06,  1.84it/s]
Training 3/3 epoch (loss 0.0151):  80%|███████▉  | 12838/16050 [2:21:02<28:05,  1.91it/s]
Training 3/3 epoch (loss 0.0025):  80%|███████▉  | 12838/16050 [2:21:02<28:05,  1.91it/s]
Training 3/3 epoch (loss 0.0025):  80%|███████▉  | 12839/16050 [2:21:02<27:06,  1.97it/s]
Training 3/3 epoch (loss 0.2374):  80%|███████▉  | 12839/16050 [2:21:03<27:06,  1.97it/s]
Training 3/3 epoch (loss 0.2374):  80%|████████  | 12840/16050 [2:21:03<25:31,  2.10it/s]
Training 3/3 epoch (loss 0.4448):  80%|████████  | 12840/16050 [2:21:03<25:31,  2.10it/s]
Training 3/3 epoch (loss 0.4448):  80%|████████  | 12841/16050 [2:21:03<26:23,  2.03it/s]
Training 3/3 epoch (loss 0.0184):  80%|████████  | 12841/16050 [2:21:04<26:23,  2.03it/s]
Training 3/3 epoch (loss 0.0184):  80%|████████  | 12842/16050 [2:21:04<31:32,  1.70it/s]
Training 3/3 epoch (loss 0.3773):  80%|████████  | 12842/16050 [2:21:05<31:32,  1.70it/s]
Training 3/3 epoch (loss 0.3773):  80%|████████  | 12843/16050 [2:21:05<35:13,  1.52it/s]
Training 3/3 epoch (loss 0.3972):  80%|████████  | 12843/16050 [2:21:07<35:13,  1.52it/s]
Training 3/3 epoch (loss 0.3972):  80%|████████  | 12844/16050 [2:21:07<1:00:40,  1.14s/it]
Training 3/3 epoch (loss 0.0053):  80%|████████  | 12844/16050 [2:21:08<1:00:40,  1.14s/it]
Training 3/3 epoch (loss 0.0053):  80%|████████  | 12845/16050 [2:21:08<49:42,  1.07it/s]  
Training 3/3 epoch (loss 0.0249):  80%|████████  | 12845/16050 [2:21:08<49:42,  1.07it/s]
Training 3/3 epoch (loss 0.0249):  80%|████████  | 12846/16050 [2:21:08<43:27,  1.23it/s]
Training 3/3 epoch (loss 0.0007):  80%|████████  | 12846/16050 [2:21:09<43:27,  1.23it/s]
Training 3/3 epoch (loss 0.0007):  80%|████████  | 12847/16050 [2:21:09<37:02,  1.44it/s]
Training 3/3 epoch (loss 0.0997):  80%|████████  | 12847/16050 [2:21:09<37:02,  1.44it/s]
Training 3/3 epoch (loss 0.0997):  80%|████████  | 12848/16050 [2:21:09<38:47,  1.38it/s]
Training 3/3 epoch (loss 0.0438):  80%|████████  | 12848/16050 [2:21:10<38:47,  1.38it/s]
Training 3/3 epoch (loss 0.0438):  80%|████████  | 12849/16050 [2:21:10<33:46,  1.58it/s]
Training 3/3 epoch (loss 0.3595):  80%|████████  | 12849/16050 [2:21:10<33:46,  1.58it/s]
Training 3/3 epoch (loss 0.3595):  80%|████████  | 12850/16050 [2:21:10<30:08,  1.77it/s]
Training 3/3 epoch (loss 0.0894):  80%|████████  | 12850/16050 [2:21:10<30:08,  1.77it/s]
Training 3/3 epoch (loss 0.0894):  80%|████████  | 12851/16050 [2:21:10<26:02,  2.05it/s]
Training 3/3 epoch (loss 0.0291):  80%|████████  | 12851/16050 [2:21:11<26:02,  2.05it/s]
Training 3/3 epoch (loss 0.0291):  80%|████████  | 12852/16050 [2:21:11<29:13,  1.82it/s]
Training 3/3 epoch (loss 0.0094):  80%|████████  | 12852/16050 [2:21:11<29:13,  1.82it/s]
Training 3/3 epoch (loss 0.0094):  80%|████████  | 12853/16050 [2:21:11<26:08,  2.04it/s]
Training 3/3 epoch (loss 0.0363):  80%|████████  | 12853/16050 [2:21:12<26:08,  2.04it/s]
Training 3/3 epoch (loss 0.0363):  80%|████████  | 12854/16050 [2:21:12<28:37,  1.86it/s]
Training 3/3 epoch (loss 0.0409):  80%|████████  | 12854/16050 [2:21:13<28:37,  1.86it/s]
Training 3/3 epoch (loss 0.0409):  80%|████████  | 12855/16050 [2:21:13<28:17,  1.88it/s]
Training 3/3 epoch (loss 0.4284):  80%|████████  | 12855/16050 [2:21:13<28:17,  1.88it/s]
Training 3/3 epoch (loss 0.4284):  80%|████████  | 12856/16050 [2:21:13<29:27,  1.81it/s]
Training 3/3 epoch (loss 0.0029):  80%|████████  | 12856/16050 [2:21:14<29:27,  1.81it/s]
Training 3/3 epoch (loss 0.0029):  80%|████████  | 12857/16050 [2:21:14<27:51,  1.91it/s]
Training 3/3 epoch (loss 0.0322):  80%|████████  | 12857/16050 [2:21:14<27:51,  1.91it/s]
Training 3/3 epoch (loss 0.0322):  80%|████████  | 12858/16050 [2:21:14<25:58,  2.05it/s]
Training 3/3 epoch (loss 0.0045):  80%|████████  | 12858/16050 [2:21:15<25:58,  2.05it/s]
Training 3/3 epoch (loss 0.0045):  80%|████████  | 12859/16050 [2:21:15<29:13,  1.82it/s]
Training 3/3 epoch (loss 0.3462):  80%|████████  | 12859/16050 [2:21:15<29:13,  1.82it/s]
Training 3/3 epoch (loss 0.3462):  80%|████████  | 12860/16050 [2:21:15<31:04,  1.71it/s]
Training 3/3 epoch (loss 0.0027):  80%|████████  | 12860/16050 [2:21:16<31:04,  1.71it/s]
Training 3/3 epoch (loss 0.0027):  80%|████████  | 12861/16050 [2:21:16<31:25,  1.69it/s]
Training 3/3 epoch (loss 0.0223):  80%|████████  | 12861/16050 [2:21:17<31:25,  1.69it/s]
Training 3/3 epoch (loss 0.0223):  80%|████████  | 12862/16050 [2:21:17<30:04,  1.77it/s]
Training 3/3 epoch (loss 0.3454):  80%|████████  | 12862/16050 [2:21:17<30:04,  1.77it/s]
Training 3/3 epoch (loss 0.3454):  80%|████████  | 12863/16050 [2:21:17<33:57,  1.56it/s]
Training 3/3 epoch (loss 0.1217):  80%|████████  | 12863/16050 [2:21:18<33:57,  1.56it/s]
Training 3/3 epoch (loss 0.1217):  80%|████████  | 12864/16050 [2:21:18<31:43,  1.67it/s]
Training 3/3 epoch (loss 0.0059):  80%|████████  | 12864/16050 [2:21:18<31:43,  1.67it/s]
Training 3/3 epoch (loss 0.0059):  80%|████████  | 12865/16050 [2:21:18<31:29,  1.69it/s]
Training 3/3 epoch (loss 0.0437):  80%|████████  | 12865/16050 [2:21:19<31:29,  1.69it/s]
Training 3/3 epoch (loss 0.0437):  80%|████████  | 12866/16050 [2:21:19<28:38,  1.85it/s]
Training 3/3 epoch (loss 0.0274):  80%|████████  | 12866/16050 [2:21:19<28:38,  1.85it/s]
Training 3/3 epoch (loss 0.0274):  80%|████████  | 12867/16050 [2:21:19<28:24,  1.87it/s]
Training 3/3 epoch (loss 0.0004):  80%|████████  | 12867/16050 [2:21:20<28:24,  1.87it/s]
Training 3/3 epoch (loss 0.0004):  80%|████████  | 12868/16050 [2:21:20<30:34,  1.73it/s]
Training 3/3 epoch (loss 0.7543):  80%|████████  | 12868/16050 [2:21:20<30:34,  1.73it/s]
Training 3/3 epoch (loss 0.7543):  80%|████████  | 12869/16050 [2:21:20<26:22,  2.01it/s]
Training 3/3 epoch (loss 0.3979):  80%|████████  | 12869/16050 [2:21:21<26:22,  2.01it/s]
Training 3/3 epoch (loss 0.3979):  80%|████████  | 12870/16050 [2:21:21<26:43,  1.98it/s]
Training 3/3 epoch (loss 0.0006):  80%|████████  | 12870/16050 [2:21:21<26:43,  1.98it/s]
Training 3/3 epoch (loss 0.0006):  80%|████████  | 12871/16050 [2:21:21<27:00,  1.96it/s]
Training 3/3 epoch (loss 0.0006):  80%|████████  | 12871/16050 [2:21:22<27:00,  1.96it/s]
Training 3/3 epoch (loss 0.0006):  80%|████████  | 12872/16050 [2:21:22<27:22,  1.94it/s]
Training 3/3 epoch (loss 0.0573):  80%|████████  | 12872/16050 [2:21:23<27:22,  1.94it/s]
Training 3/3 epoch (loss 0.0573):  80%|████████  | 12873/16050 [2:21:23<29:45,  1.78it/s]
Training 3/3 epoch (loss 0.0010):  80%|████████  | 12873/16050 [2:21:23<29:45,  1.78it/s]
Training 3/3 epoch (loss 0.0010):  80%|████████  | 12874/16050 [2:21:23<27:25,  1.93it/s]
Training 3/3 epoch (loss 0.0630):  80%|████████  | 12874/16050 [2:21:24<27:25,  1.93it/s]
Training 3/3 epoch (loss 0.0630):  80%|████████  | 12875/16050 [2:21:24<26:24,  2.00it/s]
Training 3/3 epoch (loss 0.0078):  80%|████████  | 12875/16050 [2:21:24<26:24,  2.00it/s]
Training 3/3 epoch (loss 0.0078):  80%|████████  | 12876/16050 [2:21:24<32:25,  1.63it/s]
Training 3/3 epoch (loss 0.1947):  80%|████████  | 12876/16050 [2:21:27<32:25,  1.63it/s]
Training 3/3 epoch (loss 0.1947):  80%|████████  | 12877/16050 [2:21:27<58:05,  1.10s/it]
Training 3/3 epoch (loss 0.0000):  80%|████████  | 12877/16050 [2:21:27<58:05,  1.10s/it]
Training 3/3 epoch (loss 0.0000):  80%|████████  | 12878/16050 [2:21:27<50:55,  1.04it/s]
Training 3/3 epoch (loss 0.2880):  80%|████████  | 12878/16050 [2:21:28<50:55,  1.04it/s]
Training 3/3 epoch (loss 0.2880):  80%|████████  | 12879/16050 [2:21:28<45:30,  1.16it/s]
Training 3/3 epoch (loss 0.0020):  80%|████████  | 12879/16050 [2:21:28<45:30,  1.16it/s]
Training 3/3 epoch (loss 0.0020):  80%|████████  | 12880/16050 [2:21:28<40:04,  1.32it/s]
Training 3/3 epoch (loss 0.3032):  80%|████████  | 12880/16050 [2:21:29<40:04,  1.32it/s]
Training 3/3 epoch (loss 0.3032):  80%|████████  | 12881/16050 [2:21:29<34:19,  1.54it/s]
Training 3/3 epoch (loss 0.0177):  80%|████████  | 12881/16050 [2:21:29<34:19,  1.54it/s]
Training 3/3 epoch (loss 0.0177):  80%|████████  | 12882/16050 [2:21:29<32:36,  1.62it/s]
Training 3/3 epoch (loss 0.0552):  80%|████████  | 12882/16050 [2:21:30<32:36,  1.62it/s]
Training 3/3 epoch (loss 0.0552):  80%|████████  | 12883/16050 [2:21:30<31:05,  1.70it/s]
Training 3/3 epoch (loss 0.0037):  80%|████████  | 12883/16050 [2:21:30<31:05,  1.70it/s]
Training 3/3 epoch (loss 0.0037):  80%|████████  | 12884/16050 [2:21:30<27:26,  1.92it/s]
Training 3/3 epoch (loss 0.0027):  80%|████████  | 12884/16050 [2:21:31<27:26,  1.92it/s]
Training 3/3 epoch (loss 0.0027):  80%|████████  | 12885/16050 [2:21:31<29:58,  1.76it/s]
Training 3/3 epoch (loss 0.0003):  80%|████████  | 12885/16050 [2:21:31<29:58,  1.76it/s]
Training 3/3 epoch (loss 0.0003):  80%|████████  | 12886/16050 [2:21:31<28:34,  1.85it/s]
Training 3/3 epoch (loss 0.0049):  80%|████████  | 12886/16050 [2:21:32<28:34,  1.85it/s]
Training 3/3 epoch (loss 0.0049):  80%|████████  | 12887/16050 [2:21:32<27:16,  1.93it/s]
Training 3/3 epoch (loss 0.0042):  80%|████████  | 12887/16050 [2:21:33<27:16,  1.93it/s]
Training 3/3 epoch (loss 0.0042):  80%|████████  | 12888/16050 [2:21:33<34:34,  1.52it/s]
Training 3/3 epoch (loss 0.0006):  80%|████████  | 12888/16050 [2:21:33<34:34,  1.52it/s]
Training 3/3 epoch (loss 0.0006):  80%|████████  | 12889/16050 [2:21:33<31:34,  1.67it/s]
Training 3/3 epoch (loss 0.0008):  80%|████████  | 12889/16050 [2:21:34<31:34,  1.67it/s]
Training 3/3 epoch (loss 0.0008):  80%|████████  | 12890/16050 [2:21:34<29:00,  1.82it/s]
Training 3/3 epoch (loss 0.0034):  80%|████████  | 12890/16050 [2:21:34<29:00,  1.82it/s]
Training 3/3 epoch (loss 0.0034):  80%|████████  | 12891/16050 [2:21:34<30:09,  1.75it/s]
Training 3/3 epoch (loss 0.0014):  80%|████████  | 12891/16050 [2:21:35<30:09,  1.75it/s]
Training 3/3 epoch (loss 0.0014):  80%|████████  | 12892/16050 [2:21:35<30:54,  1.70it/s]
Training 3/3 epoch (loss 0.6930):  80%|████████  | 12892/16050 [2:21:36<30:54,  1.70it/s]
Training 3/3 epoch (loss 0.6930):  80%|████████  | 12893/16050 [2:21:36<30:56,  1.70it/s]
Training 3/3 epoch (loss 0.0079):  80%|████████  | 12893/16050 [2:21:36<30:56,  1.70it/s]
Training 3/3 epoch (loss 0.0079):  80%|████████  | 12894/16050 [2:21:36<29:04,  1.81it/s]
Training 3/3 epoch (loss 0.0653):  80%|████████  | 12894/16050 [2:21:37<29:04,  1.81it/s]
Training 3/3 epoch (loss 0.0653):  80%|████████  | 12895/16050 [2:21:37<27:42,  1.90it/s]
Training 3/3 epoch (loss 0.0142):  80%|████████  | 12895/16050 [2:21:37<27:42,  1.90it/s]
Training 3/3 epoch (loss 0.0142):  80%|████████  | 12896/16050 [2:21:37<28:28,  1.85it/s]
Training 3/3 epoch (loss 0.0770):  80%|████████  | 12896/16050 [2:21:37<28:28,  1.85it/s]
Training 3/3 epoch (loss 0.0770):  80%|████████  | 12897/16050 [2:21:37<26:23,  1.99it/s]
Training 3/3 epoch (loss 0.6011):  80%|████████  | 12897/16050 [2:21:38<26:23,  1.99it/s]
Training 3/3 epoch (loss 0.6011):  80%|████████  | 12898/16050 [2:21:38<27:47,  1.89it/s]
Training 3/3 epoch (loss 0.0059):  80%|████████  | 12898/16050 [2:21:38<27:47,  1.89it/s]
Training 3/3 epoch (loss 0.0059):  80%|████████  | 12899/16050 [2:21:38<24:22,  2.15it/s]
Training 3/3 epoch (loss 0.2759):  80%|████████  | 12899/16050 [2:21:41<24:22,  2.15it/s]
Training 3/3 epoch (loss 0.2759):  80%|████████  | 12900/16050 [2:21:41<52:12,  1.01it/s]
Training 3/3 epoch (loss 0.0101):  80%|████████  | 12900/16050 [2:21:41<52:12,  1.01it/s]
Training 3/3 epoch (loss 0.0101):  80%|████████  | 12901/16050 [2:21:41<46:53,  1.12it/s]
Training 3/3 epoch (loss 0.0087):  80%|████████  | 12901/16050 [2:21:42<46:53,  1.12it/s]
Training 3/3 epoch (loss 0.0087):  80%|████████  | 12902/16050 [2:21:42<41:37,  1.26it/s]
Training 3/3 epoch (loss 0.0023):  80%|████████  | 12902/16050 [2:21:42<41:37,  1.26it/s]
Training 3/3 epoch (loss 0.0023):  80%|████████  | 12903/16050 [2:21:42<37:40,  1.39it/s]
Training 3/3 epoch (loss 0.0237):  80%|████████  | 12903/16050 [2:21:43<37:40,  1.39it/s]
Training 3/3 epoch (loss 0.0237):  80%|████████  | 12904/16050 [2:21:43<36:18,  1.44it/s]
Training 3/3 epoch (loss 0.0074):  80%|████████  | 12904/16050 [2:21:44<36:18,  1.44it/s]
Training 3/3 epoch (loss 0.0074):  80%|████████  | 12905/16050 [2:21:44<35:47,  1.46it/s]
Training 3/3 epoch (loss 0.0461):  80%|████████  | 12905/16050 [2:21:44<35:47,  1.46it/s]
Training 3/3 epoch (loss 0.0461):  80%|████████  | 12906/16050 [2:21:44<33:30,  1.56it/s]
Training 3/3 epoch (loss 0.0001):  80%|████████  | 12906/16050 [2:21:45<33:30,  1.56it/s]
Training 3/3 epoch (loss 0.0001):  80%|████████  | 12907/16050 [2:21:45<33:28,  1.56it/s]
Training 3/3 epoch (loss 0.0030):  80%|████████  | 12907/16050 [2:21:45<33:28,  1.56it/s]
Training 3/3 epoch (loss 0.0030):  80%|████████  | 12908/16050 [2:21:45<29:53,  1.75it/s]
Training 3/3 epoch (loss 0.0006):  80%|████████  | 12908/16050 [2:21:46<29:53,  1.75it/s]
Training 3/3 epoch (loss 0.0006):  80%|████████  | 12909/16050 [2:21:46<30:20,  1.73it/s]
Training 3/3 epoch (loss 0.3626):  80%|████████  | 12909/16050 [2:21:46<30:20,  1.73it/s]
Training 3/3 epoch (loss 0.3626):  80%|████████  | 12910/16050 [2:21:46<26:44,  1.96it/s]
Training 3/3 epoch (loss 0.0113):  80%|████████  | 12910/16050 [2:21:47<26:44,  1.96it/s]
Training 3/3 epoch (loss 0.0113):  80%|████████  | 12911/16050 [2:21:47<27:04,  1.93it/s]
Training 3/3 epoch (loss 0.0000):  80%|████████  | 12911/16050 [2:21:47<27:04,  1.93it/s]
Training 3/3 epoch (loss 0.0000):  80%|████████  | 12912/16050 [2:21:47<25:35,  2.04it/s]
Training 3/3 epoch (loss 0.0354):  80%|████████  | 12912/16050 [2:21:48<25:35,  2.04it/s]
Training 3/3 epoch (loss 0.0354):  80%|████████  | 12913/16050 [2:21:48<30:35,  1.71it/s]
Training 3/3 epoch (loss 0.3014):  80%|████████  | 12913/16050 [2:21:48<30:35,  1.71it/s]
Training 3/3 epoch (loss 0.3014):  80%|████████  | 12914/16050 [2:21:48<27:01,  1.93it/s]
Training 3/3 epoch (loss 0.2848):  80%|████████  | 12914/16050 [2:21:49<27:01,  1.93it/s]
Training 3/3 epoch (loss 0.2848):  80%|████████  | 12915/16050 [2:21:49<28:41,  1.82it/s]
Training 3/3 epoch (loss 0.0146):  80%|████████  | 12915/16050 [2:21:50<28:41,  1.82it/s]
Training 3/3 epoch (loss 0.0146):  80%|████████  | 12916/16050 [2:21:50<29:29,  1.77it/s]
Training 3/3 epoch (loss 0.0425):  80%|████████  | 12916/16050 [2:21:50<29:29,  1.77it/s]
Training 3/3 epoch (loss 0.0425):  80%|████████  | 12917/16050 [2:21:50<28:03,  1.86it/s]
Training 3/3 epoch (loss 0.0134):  80%|████████  | 12917/16050 [2:21:51<28:03,  1.86it/s]
Training 3/3 epoch (loss 0.0134):  80%|████████  | 12918/16050 [2:21:51<32:17,  1.62it/s]
Training 3/3 epoch (loss 0.0117):  80%|████████  | 12918/16050 [2:21:51<32:17,  1.62it/s]
Training 3/3 epoch (loss 0.0117):  80%|████████  | 12919/16050 [2:21:51<32:07,  1.62it/s]
Training 3/3 epoch (loss 0.0178):  80%|████████  | 12919/16050 [2:21:52<32:07,  1.62it/s]
Training 3/3 epoch (loss 0.0178):  80%|████████  | 12920/16050 [2:21:52<31:36,  1.65it/s]
Training 3/3 epoch (loss 0.0021):  80%|████████  | 12920/16050 [2:21:53<31:36,  1.65it/s]
Training 3/3 epoch (loss 0.0021):  81%|████████  | 12921/16050 [2:21:53<31:37,  1.65it/s]
Training 3/3 epoch (loss 0.0033):  81%|████████  | 12921/16050 [2:21:53<31:37,  1.65it/s]
Training 3/3 epoch (loss 0.0033):  81%|████████  | 12922/16050 [2:21:53<31:28,  1.66it/s]
Training 3/3 epoch (loss 0.1450):  81%|████████  | 12922/16050 [2:21:54<31:28,  1.66it/s]
Training 3/3 epoch (loss 0.1450):  81%|████████  | 12923/16050 [2:21:54<31:30,  1.65it/s]
Training 3/3 epoch (loss 0.3797):  81%|████████  | 12923/16050 [2:21:55<31:30,  1.65it/s]
Training 3/3 epoch (loss 0.3797):  81%|████████  | 12924/16050 [2:21:55<32:25,  1.61it/s]
Training 3/3 epoch (loss 0.2951):  81%|████████  | 12924/16050 [2:21:55<32:25,  1.61it/s]
Training 3/3 epoch (loss 0.2951):  81%|████████  | 12925/16050 [2:21:55<30:54,  1.68it/s]
Training 3/3 epoch (loss 0.0008):  81%|████████  | 12925/16050 [2:21:56<30:54,  1.68it/s]
Training 3/3 epoch (loss 0.0008):  81%|████████  | 12926/16050 [2:21:56<28:58,  1.80it/s]
Training 3/3 epoch (loss 0.0915):  81%|████████  | 12926/16050 [2:21:56<28:58,  1.80it/s]
Training 3/3 epoch (loss 0.0915):  81%|████████  | 12927/16050 [2:21:56<27:30,  1.89it/s]
Training 3/3 epoch (loss 0.0019):  81%|████████  | 12927/16050 [2:21:57<27:30,  1.89it/s]
Training 3/3 epoch (loss 0.0019):  81%|████████  | 12928/16050 [2:21:57<27:40,  1.88it/s]
Training 3/3 epoch (loss 0.0190):  81%|████████  | 12928/16050 [2:21:57<27:40,  1.88it/s]
Training 3/3 epoch (loss 0.0190):  81%|████████  | 12929/16050 [2:21:57<26:13,  1.98it/s]
Training 3/3 epoch (loss 0.0507):  81%|████████  | 12929/16050 [2:21:57<26:13,  1.98it/s]
Training 3/3 epoch (loss 0.0507):  81%|████████  | 12930/16050 [2:21:57<25:35,  2.03it/s]
Training 3/3 epoch (loss 0.1822):  81%|████████  | 12930/16050 [2:21:58<25:35,  2.03it/s]
Training 3/3 epoch (loss 0.1822):  81%|████████  | 12931/16050 [2:21:58<23:11,  2.24it/s]
Training 3/3 epoch (loss 0.4116):  81%|████████  | 12931/16050 [2:21:58<23:11,  2.24it/s]
Training 3/3 epoch (loss 0.4116):  81%|████████  | 12932/16050 [2:21:58<22:21,  2.32it/s]
Training 3/3 epoch (loss 0.0007):  81%|████████  | 12932/16050 [2:21:59<22:21,  2.32it/s]
Training 3/3 epoch (loss 0.0007):  81%|████████  | 12933/16050 [2:21:59<22:57,  2.26it/s]
Training 3/3 epoch (loss 0.0576):  81%|████████  | 12933/16050 [2:21:59<22:57,  2.26it/s]
Training 3/3 epoch (loss 0.0576):  81%|████████  | 12934/16050 [2:21:59<23:13,  2.24it/s]
Training 3/3 epoch (loss 0.3182):  81%|████████  | 12934/16050 [2:22:00<23:13,  2.24it/s]
Training 3/3 epoch (loss 0.3182):  81%|████████  | 12935/16050 [2:22:00<24:11,  2.15it/s]
Training 3/3 epoch (loss 0.0024):  81%|████████  | 12935/16050 [2:22:00<24:11,  2.15it/s]
Training 3/3 epoch (loss 0.0024):  81%|████████  | 12936/16050 [2:22:00<26:06,  1.99it/s]
Training 3/3 epoch (loss 0.0117):  81%|████████  | 12936/16050 [2:22:01<26:06,  1.99it/s]
Training 3/3 epoch (loss 0.0117):  81%|████████  | 12937/16050 [2:22:01<28:24,  1.83it/s]
Training 3/3 epoch (loss 0.4606):  81%|████████  | 12937/16050 [2:22:01<28:24,  1.83it/s]
Training 3/3 epoch (loss 0.4606):  81%|████████  | 12938/16050 [2:22:01<25:29,  2.03it/s]
Training 3/3 epoch (loss 0.0027):  81%|████████  | 12938/16050 [2:22:02<25:29,  2.03it/s]
Training 3/3 epoch (loss 0.0027):  81%|████████  | 12939/16050 [2:22:02<27:09,  1.91it/s]
Training 3/3 epoch (loss 0.0000):  81%|████████  | 12939/16050 [2:22:02<27:09,  1.91it/s]
Training 3/3 epoch (loss 0.0000):  81%|████████  | 12940/16050 [2:22:02<25:36,  2.02it/s]
Training 3/3 epoch (loss 0.0028):  81%|████████  | 12940/16050 [2:22:03<25:36,  2.02it/s]
Training 3/3 epoch (loss 0.0028):  81%|████████  | 12941/16050 [2:22:03<26:24,  1.96it/s]
Training 3/3 epoch (loss 0.1424):  81%|████████  | 12941/16050 [2:22:03<26:24,  1.96it/s]
Training 3/3 epoch (loss 0.1424):  81%|████████  | 12942/16050 [2:22:03<26:31,  1.95it/s]
Training 3/3 epoch (loss 0.0009):  81%|████████  | 12942/16050 [2:22:04<26:31,  1.95it/s]
Training 3/3 epoch (loss 0.0009):  81%|████████  | 12943/16050 [2:22:04<28:37,  1.81it/s]
Training 3/3 epoch (loss 0.0001):  81%|████████  | 12943/16050 [2:22:04<28:37,  1.81it/s]
Training 3/3 epoch (loss 0.0001):  81%|████████  | 12944/16050 [2:22:04<26:29,  1.95it/s]
Training 3/3 epoch (loss 0.0055):  81%|████████  | 12944/16050 [2:22:05<26:29,  1.95it/s]
Training 3/3 epoch (loss 0.0055):  81%|████████  | 12945/16050 [2:22:05<24:58,  2.07it/s]
Training 3/3 epoch (loss 0.2705):  81%|████████  | 12945/16050 [2:22:05<24:58,  2.07it/s]
Training 3/3 epoch (loss 0.2705):  81%|████████  | 12946/16050 [2:22:05<24:54,  2.08it/s]
Training 3/3 epoch (loss 0.0046):  81%|████████  | 12946/16050 [2:22:06<24:54,  2.08it/s]
Training 3/3 epoch (loss 0.0046):  81%|████████  | 12947/16050 [2:22:06<25:04,  2.06it/s]
Training 3/3 epoch (loss 0.0033):  81%|████████  | 12947/16050 [2:22:07<25:04,  2.06it/s]
Training 3/3 epoch (loss 0.0033):  81%|████████  | 12948/16050 [2:22:07<31:15,  1.65it/s]
Training 3/3 epoch (loss 0.1669):  81%|████████  | 12948/16050 [2:22:07<31:15,  1.65it/s]
Training 3/3 epoch (loss 0.1669):  81%|████████  | 12949/16050 [2:22:07<31:49,  1.62it/s]
Training 3/3 epoch (loss 0.0078):  81%|████████  | 12949/16050 [2:22:08<31:49,  1.62it/s]
Training 3/3 epoch (loss 0.0078):  81%|████████  | 12950/16050 [2:22:08<30:43,  1.68it/s]
Training 3/3 epoch (loss 0.5415):  81%|████████  | 12950/16050 [2:22:08<30:43,  1.68it/s]
Training 3/3 epoch (loss 0.5415):  81%|████████  | 12951/16050 [2:22:08<30:35,  1.69it/s]
Training 3/3 epoch (loss 0.3408):  81%|████████  | 12951/16050 [2:22:09<30:35,  1.69it/s]
Training 3/3 epoch (loss 0.3408):  81%|████████  | 12952/16050 [2:22:09<29:34,  1.75it/s]
Training 3/3 epoch (loss 0.0435):  81%|████████  | 12952/16050 [2:22:10<29:34,  1.75it/s]
Training 3/3 epoch (loss 0.0435):  81%|████████  | 12953/16050 [2:22:10<30:01,  1.72it/s]
Training 3/3 epoch (loss 0.1181):  81%|████████  | 12953/16050 [2:22:10<30:01,  1.72it/s]
Training 3/3 epoch (loss 0.1181):  81%|████████  | 12954/16050 [2:22:10<30:00,  1.72it/s]
Training 3/3 epoch (loss 0.2926):  81%|████████  | 12954/16050 [2:22:11<30:00,  1.72it/s]
Training 3/3 epoch (loss 0.2926):  81%|████████  | 12955/16050 [2:22:11<28:09,  1.83it/s]
Training 3/3 epoch (loss 0.2196):  81%|████████  | 12955/16050 [2:22:11<28:09,  1.83it/s]
Training 3/3 epoch (loss 0.2196):  81%|████████  | 12956/16050 [2:22:11<29:01,  1.78it/s]
Training 3/3 epoch (loss 0.0245):  81%|████████  | 12956/16050 [2:22:12<29:01,  1.78it/s]
Training 3/3 epoch (loss 0.0245):  81%|████████  | 12957/16050 [2:22:12<30:22,  1.70it/s]
Training 3/3 epoch (loss 0.4439):  81%|████████  | 12957/16050 [2:22:12<30:22,  1.70it/s]
Training 3/3 epoch (loss 0.4439):  81%|████████  | 12958/16050 [2:22:12<29:46,  1.73it/s]
Training 3/3 epoch (loss 0.3926):  81%|████████  | 12958/16050 [2:22:13<29:46,  1.73it/s]
Training 3/3 epoch (loss 0.3926):  81%|████████  | 12959/16050 [2:22:13<26:45,  1.93it/s]
Training 3/3 epoch (loss 0.0460):  81%|████████  | 12959/16050 [2:22:13<26:45,  1.93it/s]
Training 3/3 epoch (loss 0.0460):  81%|████████  | 12960/16050 [2:22:13<27:11,  1.89it/s]
Training 3/3 epoch (loss 0.0656):  81%|████████  | 12960/16050 [2:22:14<27:11,  1.89it/s]
Training 3/3 epoch (loss 0.0656):  81%|████████  | 12961/16050 [2:22:14<32:23,  1.59it/s]
Training 3/3 epoch (loss 0.0002):  81%|████████  | 12961/16050 [2:22:15<32:23,  1.59it/s]
Training 3/3 epoch (loss 0.0002):  81%|████████  | 12962/16050 [2:22:15<35:21,  1.46it/s]
Training 3/3 epoch (loss 0.0050):  81%|████████  | 12962/16050 [2:22:15<35:21,  1.46it/s]
Training 3/3 epoch (loss 0.0050):  81%|████████  | 12963/16050 [2:22:15<32:19,  1.59it/s]
Training 3/3 epoch (loss 0.0084):  81%|████████  | 12963/16050 [2:22:16<32:19,  1.59it/s]
Training 3/3 epoch (loss 0.0084):  81%|████████  | 12964/16050 [2:22:16<34:54,  1.47it/s]
Training 3/3 epoch (loss 0.4592):  81%|████████  | 12964/16050 [2:22:17<34:54,  1.47it/s]
Training 3/3 epoch (loss 0.4592):  81%|████████  | 12965/16050 [2:22:17<31:54,  1.61it/s]
Training 3/3 epoch (loss 0.0831):  81%|████████  | 12965/16050 [2:22:17<31:54,  1.61it/s]
Training 3/3 epoch (loss 0.0831):  81%|████████  | 12966/16050 [2:22:17<32:01,  1.60it/s]
Training 3/3 epoch (loss 0.1907):  81%|████████  | 12966/16050 [2:22:20<32:01,  1.60it/s]
Training 3/3 epoch (loss 0.1907):  81%|████████  | 12967/16050 [2:22:20<58:33,  1.14s/it]
Training 3/3 epoch (loss 0.0337):  81%|████████  | 12967/16050 [2:22:20<58:33,  1.14s/it]
Training 3/3 epoch (loss 0.0337):  81%|████████  | 12968/16050 [2:22:20<46:09,  1.11it/s]
Training 3/3 epoch (loss 0.3761):  81%|████████  | 12968/16050 [2:22:21<46:09,  1.11it/s]
Training 3/3 epoch (loss 0.3761):  81%|████████  | 12969/16050 [2:22:21<42:15,  1.22it/s]
Training 3/3 epoch (loss 0.1733):  81%|████████  | 12969/16050 [2:22:21<42:15,  1.22it/s]
Training 3/3 epoch (loss 0.1733):  81%|████████  | 12970/16050 [2:22:21<36:35,  1.40it/s]
Training 3/3 epoch (loss 0.0001):  81%|████████  | 12970/16050 [2:22:22<36:35,  1.40it/s]
Training 3/3 epoch (loss 0.0001):  81%|████████  | 12971/16050 [2:22:22<33:41,  1.52it/s]
Training 3/3 epoch (loss 0.1772):  81%|████████  | 12971/16050 [2:22:22<33:41,  1.52it/s]
Training 3/3 epoch (loss 0.1772):  81%|████████  | 12972/16050 [2:22:22<30:50,  1.66it/s]
Training 3/3 epoch (loss 0.0030):  81%|████████  | 12972/16050 [2:22:23<30:50,  1.66it/s]
Training 3/3 epoch (loss 0.0030):  81%|████████  | 12973/16050 [2:22:23<27:59,  1.83it/s]
Training 3/3 epoch (loss 0.0133):  81%|████████  | 12973/16050 [2:22:23<27:59,  1.83it/s]
Training 3/3 epoch (loss 0.0133):  81%|████████  | 12974/16050 [2:22:23<28:27,  1.80it/s]
Training 3/3 epoch (loss 0.0289):  81%|████████  | 12974/16050 [2:22:24<28:27,  1.80it/s]
Training 3/3 epoch (loss 0.0289):  81%|████████  | 12975/16050 [2:22:24<29:19,  1.75it/s]
Training 3/3 epoch (loss 0.4416):  81%|████████  | 12975/16050 [2:22:26<29:19,  1.75it/s]
Training 3/3 epoch (loss 0.4416):  81%|████████  | 12976/16050 [2:22:26<56:35,  1.10s/it]
Training 3/3 epoch (loss 0.2671):  81%|████████  | 12976/16050 [2:22:27<56:35,  1.10s/it]
Training 3/3 epoch (loss 0.2671):  81%|████████  | 12977/16050 [2:22:27<46:58,  1.09it/s]
Training 3/3 epoch (loss 0.0217):  81%|████████  | 12977/16050 [2:22:27<46:58,  1.09it/s]
Training 3/3 epoch (loss 0.0217):  81%|████████  | 12978/16050 [2:22:27<45:40,  1.12it/s]
Training 3/3 epoch (loss 0.0133):  81%|████████  | 12978/16050 [2:22:28<45:40,  1.12it/s]
Training 3/3 epoch (loss 0.0133):  81%|████████  | 12979/16050 [2:22:28<41:31,  1.23it/s]
Training 3/3 epoch (loss 0.0127):  81%|████████  | 12979/16050 [2:22:29<41:31,  1.23it/s]
Training 3/3 epoch (loss 0.0127):  81%|████████  | 12980/16050 [2:22:29<37:09,  1.38it/s]
Training 3/3 epoch (loss 0.0000):  81%|████████  | 12980/16050 [2:22:29<37:09,  1.38it/s]
Training 3/3 epoch (loss 0.0000):  81%|████████  | 12981/16050 [2:22:29<31:32,  1.62it/s]
Training 3/3 epoch (loss 0.4598):  81%|████████  | 12981/16050 [2:22:29<31:32,  1.62it/s]
Training 3/3 epoch (loss 0.4598):  81%|████████  | 12982/16050 [2:22:29<28:08,  1.82it/s]
Training 3/3 epoch (loss 0.0007):  81%|████████  | 12982/16050 [2:22:30<28:08,  1.82it/s]
Training 3/3 epoch (loss 0.0007):  81%|████████  | 12983/16050 [2:22:30<28:47,  1.78it/s]
Training 3/3 epoch (loss 0.0035):  81%|████████  | 12983/16050 [2:22:30<28:47,  1.78it/s]
Training 3/3 epoch (loss 0.0035):  81%|████████  | 12984/16050 [2:22:30<27:05,  1.89it/s]
Training 3/3 epoch (loss 0.0057):  81%|████████  | 12984/16050 [2:22:31<27:05,  1.89it/s]
Training 3/3 epoch (loss 0.0057):  81%|████████  | 12985/16050 [2:22:31<27:05,  1.89it/s]
Training 3/3 epoch (loss 0.0004):  81%|████████  | 12985/16050 [2:22:32<27:05,  1.89it/s]
Training 3/3 epoch (loss 0.0004):  81%|████████  | 12986/16050 [2:22:32<31:22,  1.63it/s]
Training 3/3 epoch (loss 0.0105):  81%|████████  | 12986/16050 [2:22:32<31:22,  1.63it/s]
Training 3/3 epoch (loss 0.0105):  81%|████████  | 12987/16050 [2:22:32<28:17,  1.80it/s]
Training 3/3 epoch (loss 0.0053):  81%|████████  | 12987/16050 [2:22:33<28:17,  1.80it/s]
Training 3/3 epoch (loss 0.0053):  81%|████████  | 12988/16050 [2:22:33<26:24,  1.93it/s]
Training 3/3 epoch (loss 0.1859):  81%|████████  | 12988/16050 [2:22:33<26:24,  1.93it/s]
Training 3/3 epoch (loss 0.1859):  81%|████████  | 12989/16050 [2:22:33<24:38,  2.07it/s]
Training 3/3 epoch (loss 0.0009):  81%|████████  | 12989/16050 [2:22:33<24:38,  2.07it/s]
Training 3/3 epoch (loss 0.0009):  81%|████████  | 12990/16050 [2:22:33<25:08,  2.03it/s]
Training 3/3 epoch (loss 0.2308):  81%|████████  | 12990/16050 [2:22:34<25:08,  2.03it/s]
Training 3/3 epoch (loss 0.2308):  81%|████████  | 12991/16050 [2:22:34<29:58,  1.70it/s]
Training 3/3 epoch (loss 0.2785):  81%|████████  | 12991/16050 [2:22:35<29:58,  1.70it/s]
Training 3/3 epoch (loss 0.2785):  81%|████████  | 12992/16050 [2:22:35<28:03,  1.82it/s]
Training 3/3 epoch (loss 0.0590):  81%|████████  | 12992/16050 [2:22:35<28:03,  1.82it/s]
Training 3/3 epoch (loss 0.0590):  81%|████████  | 12993/16050 [2:22:35<29:06,  1.75it/s]
Training 3/3 epoch (loss 0.0056):  81%|████████  | 12993/16050 [2:22:36<29:06,  1.75it/s]
Training 3/3 epoch (loss 0.0056):  81%|████████  | 12994/16050 [2:22:36<31:02,  1.64it/s]
Training 3/3 epoch (loss 0.2800):  81%|████████  | 12994/16050 [2:22:36<31:02,  1.64it/s]
Training 3/3 epoch (loss 0.2800):  81%|████████  | 12995/16050 [2:22:36<27:13,  1.87it/s]
Training 3/3 epoch (loss 0.0706):  81%|████████  | 12995/16050 [2:22:37<27:13,  1.87it/s]
Training 3/3 epoch (loss 0.0706):  81%|████████  | 12996/16050 [2:22:37<24:13,  2.10it/s]
Training 3/3 epoch (loss 0.6078):  81%|████████  | 12996/16050 [2:22:37<24:13,  2.10it/s]
Training 3/3 epoch (loss 0.6078):  81%|████████  | 12997/16050 [2:22:37<23:11,  2.19it/s]
Training 3/3 epoch (loss 0.0035):  81%|████████  | 12997/16050 [2:22:38<23:11,  2.19it/s]
Training 3/3 epoch (loss 0.0035):  81%|████████  | 12998/16050 [2:22:38<24:15,  2.10it/s]
Training 3/3 epoch (loss 0.0201):  81%|████████  | 12998/16050 [2:22:38<24:15,  2.10it/s]
Training 3/3 epoch (loss 0.0201):  81%|████████  | 12999/16050 [2:22:38<27:43,  1.83it/s]
Training 3/3 epoch (loss 0.0080):  81%|████████  | 12999/16050 [2:22:39<27:43,  1.83it/s]
Training 3/3 epoch (loss 0.0080):  81%|████████  | 13000/16050 [2:22:39<28:47,  1.77it/s]
Training 3/3 epoch (loss 0.0625):  81%|████████  | 13000/16050 [2:22:40<28:47,  1.77it/s]
Training 3/3 epoch (loss 0.0625):  81%|████████  | 13001/16050 [2:22:40<31:18,  1.62it/s]
Training 3/3 epoch (loss 0.0596):  81%|████████  | 13001/16050 [2:22:40<31:18,  1.62it/s]
Training 3/3 epoch (loss 0.0596):  81%|████████  | 13002/16050 [2:22:40<32:02,  1.59it/s]
Training 3/3 epoch (loss 0.2693):  81%|████████  | 13002/16050 [2:22:41<32:02,  1.59it/s]
Training 3/3 epoch (loss 0.2693):  81%|████████  | 13003/16050 [2:22:41<34:32,  1.47it/s]
Training 3/3 epoch (loss 0.0060):  81%|████████  | 13003/16050 [2:22:42<34:32,  1.47it/s]
Training 3/3 epoch (loss 0.0060):  81%|████████  | 13004/16050 [2:22:42<29:33,  1.72it/s]
Training 3/3 epoch (loss 0.0256):  81%|████████  | 13004/16050 [2:22:42<29:33,  1.72it/s]
Training 3/3 epoch (loss 0.0256):  81%|████████  | 13005/16050 [2:22:42<34:04,  1.49it/s]
Training 3/3 epoch (loss 0.0019):  81%|████████  | 13005/16050 [2:22:43<34:04,  1.49it/s]
Training 3/3 epoch (loss 0.0019):  81%|████████  | 13006/16050 [2:22:43<31:47,  1.60it/s]
Training 3/3 epoch (loss 0.0004):  81%|████████  | 13006/16050 [2:22:43<31:47,  1.60it/s]
Training 3/3 epoch (loss 0.0004):  81%|████████  | 13007/16050 [2:22:43<29:30,  1.72it/s]
Training 3/3 epoch (loss 0.2326):  81%|████████  | 13007/16050 [2:22:44<29:30,  1.72it/s]
Training 3/3 epoch (loss 0.2326):  81%|████████  | 13008/16050 [2:22:44<30:30,  1.66it/s]
Training 3/3 epoch (loss 0.0134):  81%|████████  | 13008/16050 [2:22:45<30:30,  1.66it/s]
Training 3/3 epoch (loss 0.0134):  81%|████████  | 13009/16050 [2:22:45<29:41,  1.71it/s]
Training 3/3 epoch (loss 0.0019):  81%|████████  | 13009/16050 [2:22:45<29:41,  1.71it/s]
Training 3/3 epoch (loss 0.0019):  81%|████████  | 13010/16050 [2:22:45<28:47,  1.76it/s]
Training 3/3 epoch (loss 0.0012):  81%|████████  | 13010/16050 [2:22:46<28:47,  1.76it/s]
Training 3/3 epoch (loss 0.0012):  81%|████████  | 13011/16050 [2:22:46<25:55,  1.95it/s]
Training 3/3 epoch (loss 0.0814):  81%|████████  | 13011/16050 [2:22:46<25:55,  1.95it/s]
Training 3/3 epoch (loss 0.0814):  81%|████████  | 13012/16050 [2:22:46<29:45,  1.70it/s]
Training 3/3 epoch (loss 0.1524):  81%|████████  | 13012/16050 [2:22:47<29:45,  1.70it/s]
Training 3/3 epoch (loss 0.1524):  81%|████████  | 13013/16050 [2:22:47<33:02,  1.53it/s]
Training 3/3 epoch (loss 0.0095):  81%|████████  | 13013/16050 [2:22:48<33:02,  1.53it/s]
Training 3/3 epoch (loss 0.0095):  81%|████████  | 13014/16050 [2:22:48<29:27,  1.72it/s]
Training 3/3 epoch (loss 0.0010):  81%|████████  | 13014/16050 [2:22:48<29:27,  1.72it/s]
Training 3/3 epoch (loss 0.0010):  81%|████████  | 13015/16050 [2:22:48<26:39,  1.90it/s]
Training 3/3 epoch (loss 0.4988):  81%|████████  | 13015/16050 [2:22:49<26:39,  1.90it/s]
Training 3/3 epoch (loss 0.4988):  81%|████████  | 13016/16050 [2:22:49<28:16,  1.79it/s]
Training 3/3 epoch (loss 0.1384):  81%|████████  | 13016/16050 [2:22:51<28:16,  1.79it/s]
Training 3/3 epoch (loss 0.1384):  81%|████████  | 13017/16050 [2:22:51<55:24,  1.10s/it]
Training 3/3 epoch (loss 0.0004):  81%|████████  | 13017/16050 [2:22:51<55:24,  1.10s/it]
Training 3/3 epoch (loss 0.0004):  81%|████████  | 13018/16050 [2:22:51<44:54,  1.13it/s]
Training 3/3 epoch (loss 0.0697):  81%|████████  | 13018/16050 [2:22:52<44:54,  1.13it/s]
Training 3/3 epoch (loss 0.0697):  81%|████████  | 13019/16050 [2:22:52<41:39,  1.21it/s]
Training 3/3 epoch (loss 0.0086):  81%|████████  | 13019/16050 [2:22:53<41:39,  1.21it/s]
Training 3/3 epoch (loss 0.0086):  81%|████████  | 13020/16050 [2:22:53<37:06,  1.36it/s]
Training 3/3 epoch (loss 0.3160):  81%|████████  | 13020/16050 [2:22:53<37:06,  1.36it/s]
Training 3/3 epoch (loss 0.3160):  81%|████████  | 13021/16050 [2:22:53<34:46,  1.45it/s]
Training 3/3 epoch (loss 0.2371):  81%|████████  | 13021/16050 [2:22:55<34:46,  1.45it/s]
Training 3/3 epoch (loss 0.2371):  81%|████████  | 13022/16050 [2:22:55<59:59,  1.19s/it]
Training 3/3 epoch (loss 0.0000):  81%|████████  | 13022/16050 [2:22:56<59:59,  1.19s/it]
Training 3/3 epoch (loss 0.0000):  81%|████████  | 13023/16050 [2:22:56<47:28,  1.06it/s]
Training 3/3 epoch (loss 0.0090):  81%|████████  | 13023/16050 [2:22:56<47:28,  1.06it/s]
Training 3/3 epoch (loss 0.0090):  81%|████████  | 13024/16050 [2:22:56<41:22,  1.22it/s]
Training 3/3 epoch (loss 0.8203):  81%|████████  | 13024/16050 [2:22:57<41:22,  1.22it/s]
Training 3/3 epoch (loss 0.8203):  81%|████████  | 13025/16050 [2:22:57<35:45,  1.41it/s]
Training 3/3 epoch (loss 0.3394):  81%|████████  | 13025/16050 [2:22:57<35:45,  1.41it/s]
Training 3/3 epoch (loss 0.3394):  81%|████████  | 13026/16050 [2:22:57<30:59,  1.63it/s]
Training 3/3 epoch (loss 0.3387):  81%|████████  | 13026/16050 [2:22:58<30:59,  1.63it/s]
Training 3/3 epoch (loss 0.3387):  81%|████████  | 13027/16050 [2:22:58<29:39,  1.70it/s]
Training 3/3 epoch (loss 0.4359):  81%|████████  | 13027/16050 [2:22:58<29:39,  1.70it/s]
Training 3/3 epoch (loss 0.4359):  81%|████████  | 13028/16050 [2:22:58<25:06,  2.01it/s]
Training 3/3 epoch (loss 0.0053):  81%|████████  | 13028/16050 [2:22:59<25:06,  2.01it/s]
Training 3/3 epoch (loss 0.0053):  81%|████████  | 13029/16050 [2:22:59<27:34,  1.83it/s]
Training 3/3 epoch (loss 0.4283):  81%|████████  | 13029/16050 [2:22:59<27:34,  1.83it/s]
Training 3/3 epoch (loss 0.4283):  81%|████████  | 13030/16050 [2:22:59<28:35,  1.76it/s]
Training 3/3 epoch (loss 0.0153):  81%|████████  | 13030/16050 [2:23:00<28:35,  1.76it/s]
Training 3/3 epoch (loss 0.0153):  81%|████████  | 13031/16050 [2:23:00<27:17,  1.84it/s]
Training 3/3 epoch (loss 0.0753):  81%|████████  | 13031/16050 [2:23:00<27:17,  1.84it/s]
Training 3/3 epoch (loss 0.0753):  81%|████████  | 13032/16050 [2:23:00<29:21,  1.71it/s]
Training 3/3 epoch (loss 0.4150):  81%|████████  | 13032/16050 [2:23:01<29:21,  1.71it/s]
Training 3/3 epoch (loss 0.4150):  81%|████████  | 13033/16050 [2:23:01<29:45,  1.69it/s]
Training 3/3 epoch (loss 0.0030):  81%|████████  | 13033/16050 [2:23:02<29:45,  1.69it/s]
Training 3/3 epoch (loss 0.0030):  81%|████████  | 13034/16050 [2:23:02<29:06,  1.73it/s]
Training 3/3 epoch (loss 0.0387):  81%|████████  | 13034/16050 [2:23:02<29:06,  1.73it/s]
Training 3/3 epoch (loss 0.0387):  81%|████████  | 13035/16050 [2:23:02<27:38,  1.82it/s]
Training 3/3 epoch (loss 0.0026):  81%|████████  | 13035/16050 [2:23:03<27:38,  1.82it/s]
Training 3/3 epoch (loss 0.0026):  81%|████████  | 13036/16050 [2:23:03<25:12,  1.99it/s]
Training 3/3 epoch (loss 0.0198):  81%|████████  | 13036/16050 [2:23:03<25:12,  1.99it/s]
Training 3/3 epoch (loss 0.0198):  81%|████████  | 13037/16050 [2:23:03<26:42,  1.88it/s]
Training 3/3 epoch (loss 0.0007):  81%|████████  | 13037/16050 [2:23:04<26:42,  1.88it/s]
Training 3/3 epoch (loss 0.0007):  81%|████████  | 13038/16050 [2:23:04<25:43,  1.95it/s]
Training 3/3 epoch (loss 0.0003):  81%|████████  | 13038/16050 [2:23:04<25:43,  1.95it/s]
Training 3/3 epoch (loss 0.0003):  81%|████████  | 13039/16050 [2:23:04<27:57,  1.79it/s]
Training 3/3 epoch (loss 0.0794):  81%|████████  | 13039/16050 [2:23:05<27:57,  1.79it/s]
Training 3/3 epoch (loss 0.0794):  81%|████████  | 13040/16050 [2:23:05<28:58,  1.73it/s]
Training 3/3 epoch (loss 0.0081):  81%|████████  | 13040/16050 [2:23:06<28:58,  1.73it/s]
Training 3/3 epoch (loss 0.0081):  81%|████████▏ | 13041/16050 [2:23:06<30:33,  1.64it/s]
Training 3/3 epoch (loss 0.2837):  81%|████████▏ | 13041/16050 [2:23:06<30:33,  1.64it/s]
Training 3/3 epoch (loss 0.2837):  81%|████████▏ | 13042/16050 [2:23:06<28:36,  1.75it/s]
Training 3/3 epoch (loss 0.2521):  81%|████████▏ | 13042/16050 [2:23:06<28:36,  1.75it/s]
Training 3/3 epoch (loss 0.2521):  81%|████████▏ | 13043/16050 [2:23:06<25:58,  1.93it/s]
Training 3/3 epoch (loss 0.0013):  81%|████████▏ | 13043/16050 [2:23:07<25:58,  1.93it/s]
Training 3/3 epoch (loss 0.0013):  81%|████████▏ | 13044/16050 [2:23:07<27:17,  1.84it/s]
Training 3/3 epoch (loss 0.0046):  81%|████████▏ | 13044/16050 [2:23:08<27:17,  1.84it/s]
Training 3/3 epoch (loss 0.0046):  81%|████████▏ | 13045/16050 [2:23:08<28:36,  1.75it/s]
Training 3/3 epoch (loss 0.0002):  81%|████████▏ | 13045/16050 [2:23:08<28:36,  1.75it/s]
Training 3/3 epoch (loss 0.0002):  81%|████████▏ | 13046/16050 [2:23:08<27:17,  1.83it/s]
Training 3/3 epoch (loss 0.0082):  81%|████████▏ | 13046/16050 [2:23:09<27:17,  1.83it/s]
Training 3/3 epoch (loss 0.0082):  81%|████████▏ | 13047/16050 [2:23:09<27:04,  1.85it/s]
Training 3/3 epoch (loss 0.0029):  81%|████████▏ | 13047/16050 [2:23:10<27:04,  1.85it/s]
Training 3/3 epoch (loss 0.0029):  81%|████████▏ | 13048/16050 [2:23:10<32:55,  1.52it/s]
Training 3/3 epoch (loss 0.0013):  81%|████████▏ | 13048/16050 [2:23:10<32:55,  1.52it/s]
Training 3/3 epoch (loss 0.0013):  81%|████████▏ | 13049/16050 [2:23:10<29:03,  1.72it/s]
Training 3/3 epoch (loss 0.0144):  81%|████████▏ | 13049/16050 [2:23:11<29:03,  1.72it/s]
Training 3/3 epoch (loss 0.0144):  81%|████████▏ | 13050/16050 [2:23:11<28:09,  1.78it/s]
Training 3/3 epoch (loss 0.0316):  81%|████████▏ | 13050/16050 [2:23:11<28:09,  1.78it/s]
Training 3/3 epoch (loss 0.0316):  81%|████████▏ | 13051/16050 [2:23:11<27:00,  1.85it/s]
Training 3/3 epoch (loss 0.2073):  81%|████████▏ | 13051/16050 [2:23:11<27:00,  1.85it/s]
Training 3/3 epoch (loss 0.2073):  81%|████████▏ | 13052/16050 [2:23:11<24:01,  2.08it/s]
Training 3/3 epoch (loss 0.1791):  81%|████████▏ | 13052/16050 [2:23:12<24:01,  2.08it/s]
Training 3/3 epoch (loss 0.1791):  81%|████████▏ | 13053/16050 [2:23:12<23:52,  2.09it/s]
Training 3/3 epoch (loss 0.7224):  81%|████████▏ | 13053/16050 [2:23:12<23:52,  2.09it/s]
Training 3/3 epoch (loss 0.7224):  81%|████████▏ | 13054/16050 [2:23:12<22:05,  2.26it/s]
Training 3/3 epoch (loss 0.3938):  81%|████████▏ | 13054/16050 [2:23:13<22:05,  2.26it/s]
Training 3/3 epoch (loss 0.3938):  81%|████████▏ | 13055/16050 [2:23:13<20:41,  2.41it/s]
Training 3/3 epoch (loss 0.2467):  81%|████████▏ | 13055/16050 [2:23:13<20:41,  2.41it/s]
Training 3/3 epoch (loss 0.2467):  81%|████████▏ | 13056/16050 [2:23:13<20:41,  2.41it/s]
Training 3/3 epoch (loss 0.2092):  81%|████████▏ | 13056/16050 [2:23:13<20:41,  2.41it/s]
Training 3/3 epoch (loss 0.2092):  81%|████████▏ | 13057/16050 [2:23:13<20:23,  2.45it/s]
Training 3/3 epoch (loss 0.0166):  81%|████████▏ | 13057/16050 [2:23:14<20:23,  2.45it/s]
Training 3/3 epoch (loss 0.0166):  81%|████████▏ | 13058/16050 [2:23:14<25:05,  1.99it/s]
Training 3/3 epoch (loss 0.0017):  81%|████████▏ | 13058/16050 [2:23:15<25:05,  1.99it/s]
Training 3/3 epoch (loss 0.0017):  81%|████████▏ | 13059/16050 [2:23:15<25:33,  1.95it/s]
Training 3/3 epoch (loss 0.0005):  81%|████████▏ | 13059/16050 [2:23:15<25:33,  1.95it/s]
Training 3/3 epoch (loss 0.0005):  81%|████████▏ | 13060/16050 [2:23:15<25:52,  1.93it/s]
Training 3/3 epoch (loss 0.0006):  81%|████████▏ | 13060/16050 [2:23:16<25:52,  1.93it/s]
Training 3/3 epoch (loss 0.0006):  81%|████████▏ | 13061/16050 [2:23:16<30:12,  1.65it/s]
Training 3/3 epoch (loss 0.0107):  81%|████████▏ | 13061/16050 [2:23:17<30:12,  1.65it/s]
Training 3/3 epoch (loss 0.0107):  81%|████████▏ | 13062/16050 [2:23:17<32:14,  1.54it/s]
Training 3/3 epoch (loss 0.3231):  81%|████████▏ | 13062/16050 [2:23:17<32:14,  1.54it/s]
Training 3/3 epoch (loss 0.3231):  81%|████████▏ | 13063/16050 [2:23:17<29:25,  1.69it/s]
Training 3/3 epoch (loss 0.1628):  81%|████████▏ | 13063/16050 [2:23:18<29:25,  1.69it/s]
Training 3/3 epoch (loss 0.1628):  81%|████████▏ | 13064/16050 [2:23:18<28:49,  1.73it/s]
Training 3/3 epoch (loss 0.1393):  81%|████████▏ | 13064/16050 [2:23:18<28:49,  1.73it/s]
Training 3/3 epoch (loss 0.1393):  81%|████████▏ | 13065/16050 [2:23:18<30:06,  1.65it/s]
Training 3/3 epoch (loss 0.4366):  81%|████████▏ | 13065/16050 [2:23:19<30:06,  1.65it/s]
Training 3/3 epoch (loss 0.4366):  81%|████████▏ | 13066/16050 [2:23:19<30:25,  1.63it/s]
Training 3/3 epoch (loss 0.2861):  81%|████████▏ | 13066/16050 [2:23:20<30:25,  1.63it/s]
Training 3/3 epoch (loss 0.2861):  81%|████████▏ | 13067/16050 [2:23:20<30:29,  1.63it/s]
Training 3/3 epoch (loss 0.3489):  81%|████████▏ | 13067/16050 [2:23:20<30:29,  1.63it/s]
Training 3/3 epoch (loss 0.3489):  81%|████████▏ | 13068/16050 [2:23:20<28:18,  1.76it/s]
Training 3/3 epoch (loss 0.0416):  81%|████████▏ | 13068/16050 [2:23:21<28:18,  1.76it/s]
Training 3/3 epoch (loss 0.0416):  81%|████████▏ | 13069/16050 [2:23:21<32:03,  1.55it/s]
Training 3/3 epoch (loss 0.4021):  81%|████████▏ | 13069/16050 [2:23:21<32:03,  1.55it/s]
Training 3/3 epoch (loss 0.4021):  81%|████████▏ | 13070/16050 [2:23:21<28:11,  1.76it/s]
Training 3/3 epoch (loss 0.2462):  81%|████████▏ | 13070/16050 [2:23:22<28:11,  1.76it/s]
Training 3/3 epoch (loss 0.2462):  81%|████████▏ | 13071/16050 [2:23:22<27:11,  1.83it/s]
Training 3/3 epoch (loss 0.0037):  81%|████████▏ | 13071/16050 [2:23:22<27:11,  1.83it/s]
Training 3/3 epoch (loss 0.0037):  81%|████████▏ | 13072/16050 [2:23:22<26:00,  1.91it/s]
Training 3/3 epoch (loss 0.4494):  81%|████████▏ | 13072/16050 [2:23:23<26:00,  1.91it/s]
Training 3/3 epoch (loss 0.4494):  81%|████████▏ | 13073/16050 [2:23:23<25:16,  1.96it/s]
Training 3/3 epoch (loss 0.0001):  81%|████████▏ | 13073/16050 [2:23:23<25:16,  1.96it/s]
Training 3/3 epoch (loss 0.0001):  81%|████████▏ | 13074/16050 [2:23:23<25:29,  1.95it/s]
Training 3/3 epoch (loss 0.0278):  81%|████████▏ | 13074/16050 [2:23:24<25:29,  1.95it/s]
Training 3/3 epoch (loss 0.0278):  81%|████████▏ | 13075/16050 [2:23:24<24:37,  2.01it/s]
Training 3/3 epoch (loss 0.0003):  81%|████████▏ | 13075/16050 [2:23:24<24:37,  2.01it/s]
Training 3/3 epoch (loss 0.0003):  81%|████████▏ | 13076/16050 [2:23:24<23:26,  2.11it/s]
Training 3/3 epoch (loss 0.0072):  81%|████████▏ | 13076/16050 [2:23:25<23:26,  2.11it/s]
Training 3/3 epoch (loss 0.0072):  81%|████████▏ | 13077/16050 [2:23:25<25:36,  1.93it/s]
Training 3/3 epoch (loss 0.0457):  81%|████████▏ | 13077/16050 [2:23:25<25:36,  1.93it/s]
Training 3/3 epoch (loss 0.0457):  81%|████████▏ | 13078/16050 [2:23:25<25:40,  1.93it/s]
Training 3/3 epoch (loss 0.0014):  81%|████████▏ | 13078/16050 [2:23:26<25:40,  1.93it/s]
Training 3/3 epoch (loss 0.0014):  81%|████████▏ | 13079/16050 [2:23:26<27:13,  1.82it/s]
Training 3/3 epoch (loss 0.2031):  81%|████████▏ | 13079/16050 [2:23:26<27:13,  1.82it/s]
Training 3/3 epoch (loss 0.2031):  81%|████████▏ | 13080/16050 [2:23:26<25:50,  1.92it/s]
Training 3/3 epoch (loss 0.2319):  81%|████████▏ | 13080/16050 [2:23:27<25:50,  1.92it/s]
Training 3/3 epoch (loss 0.2319):  82%|████████▏ | 13081/16050 [2:23:27<24:03,  2.06it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13081/16050 [2:23:27<24:03,  2.06it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13082/16050 [2:23:27<26:05,  1.90it/s]
Training 3/3 epoch (loss 0.0120):  82%|████████▏ | 13082/16050 [2:23:28<26:05,  1.90it/s]
Training 3/3 epoch (loss 0.0120):  82%|████████▏ | 13083/16050 [2:23:28<24:28,  2.02it/s]
Training 3/3 epoch (loss 0.0153):  82%|████████▏ | 13083/16050 [2:23:28<24:28,  2.02it/s]
Training 3/3 epoch (loss 0.0153):  82%|████████▏ | 13084/16050 [2:23:28<23:51,  2.07it/s]
Training 3/3 epoch (loss 0.0004):  82%|████████▏ | 13084/16050 [2:23:29<23:51,  2.07it/s]
Training 3/3 epoch (loss 0.0004):  82%|████████▏ | 13085/16050 [2:23:29<23:31,  2.10it/s]
Training 3/3 epoch (loss 0.1013):  82%|████████▏ | 13085/16050 [2:23:29<23:31,  2.10it/s]
Training 3/3 epoch (loss 0.1013):  82%|████████▏ | 13086/16050 [2:23:29<23:28,  2.11it/s]
Training 3/3 epoch (loss 0.0803):  82%|████████▏ | 13086/16050 [2:23:30<23:28,  2.11it/s]
Training 3/3 epoch (loss 0.0803):  82%|████████▏ | 13087/16050 [2:23:30<21:41,  2.28it/s]
Training 3/3 epoch (loss 0.0264):  82%|████████▏ | 13087/16050 [2:23:30<21:41,  2.28it/s]
Training 3/3 epoch (loss 0.0264):  82%|████████▏ | 13088/16050 [2:23:30<23:04,  2.14it/s]
Training 3/3 epoch (loss 0.0331):  82%|████████▏ | 13088/16050 [2:23:31<23:04,  2.14it/s]
Training 3/3 epoch (loss 0.0331):  82%|████████▏ | 13089/16050 [2:23:31<25:06,  1.97it/s]
Training 3/3 epoch (loss 0.3047):  82%|████████▏ | 13089/16050 [2:23:31<25:06,  1.97it/s]
Training 3/3 epoch (loss 0.3047):  82%|████████▏ | 13090/16050 [2:23:31<26:46,  1.84it/s]
Training 3/3 epoch (loss 0.3952):  82%|████████▏ | 13090/16050 [2:23:32<26:46,  1.84it/s]
Training 3/3 epoch (loss 0.3952):  82%|████████▏ | 13091/16050 [2:23:32<26:44,  1.84it/s]
Training 3/3 epoch (loss 0.0019):  82%|████████▏ | 13091/16050 [2:23:32<26:44,  1.84it/s]
Training 3/3 epoch (loss 0.0019):  82%|████████▏ | 13092/16050 [2:23:32<26:39,  1.85it/s]
Training 3/3 epoch (loss 0.1968):  82%|████████▏ | 13092/16050 [2:23:35<26:39,  1.85it/s]
Training 3/3 epoch (loss 0.1968):  82%|████████▏ | 13093/16050 [2:23:35<53:35,  1.09s/it]
Training 3/3 epoch (loss 0.0151):  82%|████████▏ | 13093/16050 [2:23:35<53:35,  1.09s/it]
Training 3/3 epoch (loss 0.0151):  82%|████████▏ | 13094/16050 [2:23:35<46:42,  1.05it/s]
Training 3/3 epoch (loss 0.0008):  82%|████████▏ | 13094/16050 [2:23:36<46:42,  1.05it/s]
Training 3/3 epoch (loss 0.0008):  82%|████████▏ | 13095/16050 [2:23:36<44:33,  1.11it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13095/16050 [2:23:37<44:33,  1.11it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13096/16050 [2:23:37<40:09,  1.23it/s]
Training 3/3 epoch (loss 0.0004):  82%|████████▏ | 13096/16050 [2:23:37<40:09,  1.23it/s]
Training 3/3 epoch (loss 0.0004):  82%|████████▏ | 13097/16050 [2:23:37<35:41,  1.38it/s]
Training 3/3 epoch (loss 0.0016):  82%|████████▏ | 13097/16050 [2:23:38<35:41,  1.38it/s]
Training 3/3 epoch (loss 0.0016):  82%|████████▏ | 13098/16050 [2:23:38<33:48,  1.46it/s]
Training 3/3 epoch (loss 0.0035):  82%|████████▏ | 13098/16050 [2:23:38<33:48,  1.46it/s]
Training 3/3 epoch (loss 0.0035):  82%|████████▏ | 13099/16050 [2:23:38<31:14,  1.57it/s]
Training 3/3 epoch (loss 0.1031):  82%|████████▏ | 13099/16050 [2:23:39<31:14,  1.57it/s]
Training 3/3 epoch (loss 0.1031):  82%|████████▏ | 13100/16050 [2:23:39<28:55,  1.70it/s]
Training 3/3 epoch (loss 0.0133):  82%|████████▏ | 13100/16050 [2:23:39<28:55,  1.70it/s]
Training 3/3 epoch (loss 0.0133):  82%|████████▏ | 13101/16050 [2:23:39<26:00,  1.89it/s]
Training 3/3 epoch (loss 0.1286):  82%|████████▏ | 13101/16050 [2:23:40<26:00,  1.89it/s]
Training 3/3 epoch (loss 0.1286):  82%|████████▏ | 13102/16050 [2:23:40<23:51,  2.06it/s]
Training 3/3 epoch (loss 0.0198):  82%|████████▏ | 13102/16050 [2:23:40<23:51,  2.06it/s]
Training 3/3 epoch (loss 0.0198):  82%|████████▏ | 13103/16050 [2:23:40<23:39,  2.08it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13103/16050 [2:23:41<23:39,  2.08it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13104/16050 [2:23:41<23:11,  2.12it/s]
Training 3/3 epoch (loss 0.0662):  82%|████████▏ | 13104/16050 [2:23:41<23:11,  2.12it/s]
Training 3/3 epoch (loss 0.0662):  82%|████████▏ | 13105/16050 [2:23:41<23:45,  2.07it/s]
Training 3/3 epoch (loss 0.0114):  82%|████████▏ | 13105/16050 [2:23:42<23:45,  2.07it/s]
Training 3/3 epoch (loss 0.0114):  82%|████████▏ | 13106/16050 [2:23:42<22:31,  2.18it/s]
Training 3/3 epoch (loss 0.1044):  82%|████████▏ | 13106/16050 [2:23:42<22:31,  2.18it/s]
Training 3/3 epoch (loss 0.1044):  82%|████████▏ | 13107/16050 [2:23:42<20:41,  2.37it/s]
Training 3/3 epoch (loss 0.0010):  82%|████████▏ | 13107/16050 [2:23:42<20:41,  2.37it/s]
Training 3/3 epoch (loss 0.0010):  82%|████████▏ | 13108/16050 [2:23:42<23:09,  2.12it/s]
Training 3/3 epoch (loss 0.0048):  82%|████████▏ | 13108/16050 [2:23:43<23:09,  2.12it/s]
Training 3/3 epoch (loss 0.0048):  82%|████████▏ | 13109/16050 [2:23:43<23:11,  2.11it/s]
Training 3/3 epoch (loss 0.2557):  82%|████████▏ | 13109/16050 [2:23:43<23:11,  2.11it/s]
Training 3/3 epoch (loss 0.2557):  82%|████████▏ | 13110/16050 [2:23:43<23:12,  2.11it/s]
Training 3/3 epoch (loss 0.0122):  82%|████████▏ | 13110/16050 [2:23:44<23:12,  2.11it/s]
Training 3/3 epoch (loss 0.0122):  82%|████████▏ | 13111/16050 [2:23:44<22:31,  2.18it/s]
Training 3/3 epoch (loss 0.0270):  82%|████████▏ | 13111/16050 [2:23:44<22:31,  2.18it/s]
Training 3/3 epoch (loss 0.0270):  82%|████████▏ | 13112/16050 [2:23:44<25:39,  1.91it/s]
Training 3/3 epoch (loss 0.0530):  82%|████████▏ | 13112/16050 [2:23:45<25:39,  1.91it/s]
Training 3/3 epoch (loss 0.0530):  82%|████████▏ | 13113/16050 [2:23:45<26:58,  1.81it/s]
Training 3/3 epoch (loss 0.0217):  82%|████████▏ | 13113/16050 [2:23:46<26:58,  1.81it/s]
Training 3/3 epoch (loss 0.0217):  82%|████████▏ | 13114/16050 [2:23:46<29:09,  1.68it/s]
Training 3/3 epoch (loss 0.0320):  82%|████████▏ | 13114/16050 [2:23:46<29:09,  1.68it/s]
Training 3/3 epoch (loss 0.0320):  82%|████████▏ | 13115/16050 [2:23:46<29:39,  1.65it/s]
Training 3/3 epoch (loss 0.0043):  82%|████████▏ | 13115/16050 [2:23:47<29:39,  1.65it/s]
Training 3/3 epoch (loss 0.0043):  82%|████████▏ | 13116/16050 [2:23:47<28:21,  1.72it/s]
Training 3/3 epoch (loss 0.2056):  82%|████████▏ | 13116/16050 [2:23:47<28:21,  1.72it/s]
Training 3/3 epoch (loss 0.2056):  82%|████████▏ | 13117/16050 [2:23:47<24:58,  1.96it/s]
Training 3/3 epoch (loss 0.2781):  82%|████████▏ | 13117/16050 [2:23:48<24:58,  1.96it/s]
Training 3/3 epoch (loss 0.2781):  82%|████████▏ | 13118/16050 [2:23:48<24:59,  1.96it/s]
Training 3/3 epoch (loss 0.0047):  82%|████████▏ | 13118/16050 [2:23:48<24:59,  1.96it/s]
Training 3/3 epoch (loss 0.0047):  82%|████████▏ | 13119/16050 [2:23:48<24:15,  2.01it/s]
Training 3/3 epoch (loss 0.3606):  82%|████████▏ | 13119/16050 [2:23:49<24:15,  2.01it/s]
Training 3/3 epoch (loss 0.3606):  82%|████████▏ | 13120/16050 [2:23:49<26:00,  1.88it/s]
Training 3/3 epoch (loss 0.0127):  82%|████████▏ | 13120/16050 [2:23:49<26:00,  1.88it/s]
Training 3/3 epoch (loss 0.0127):  82%|████████▏ | 13121/16050 [2:23:49<24:58,  1.96it/s]
Training 3/3 epoch (loss 0.0211):  82%|████████▏ | 13121/16050 [2:23:50<24:58,  1.96it/s]
Training 3/3 epoch (loss 0.0211):  82%|████████▏ | 13122/16050 [2:23:50<25:03,  1.95it/s]
Training 3/3 epoch (loss 0.0032):  82%|████████▏ | 13122/16050 [2:23:50<25:03,  1.95it/s]
Training 3/3 epoch (loss 0.0032):  82%|████████▏ | 13123/16050 [2:23:50<24:11,  2.02it/s]
Training 3/3 epoch (loss 0.0206):  82%|████████▏ | 13123/16050 [2:23:51<24:11,  2.02it/s]
Training 3/3 epoch (loss 0.0206):  82%|████████▏ | 13124/16050 [2:23:51<21:57,  2.22it/s]
Training 3/3 epoch (loss 0.3795):  82%|████████▏ | 13124/16050 [2:23:51<21:57,  2.22it/s]
Training 3/3 epoch (loss 0.3795):  82%|████████▏ | 13125/16050 [2:23:51<22:01,  2.21it/s]
Training 3/3 epoch (loss 0.3266):  82%|████████▏ | 13125/16050 [2:23:52<22:01,  2.21it/s]
Training 3/3 epoch (loss 0.3266):  82%|████████▏ | 13126/16050 [2:23:52<23:08,  2.11it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13126/16050 [2:23:52<23:08,  2.11it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13127/16050 [2:23:52<22:17,  2.19it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13127/16050 [2:23:53<22:17,  2.19it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13128/16050 [2:23:53<24:44,  1.97it/s]
Training 3/3 epoch (loss 0.2660):  82%|████████▏ | 13128/16050 [2:23:53<24:44,  1.97it/s]
Training 3/3 epoch (loss 0.2660):  82%|████████▏ | 13129/16050 [2:23:53<25:00,  1.95it/s]
Training 3/3 epoch (loss 0.0130):  82%|████████▏ | 13129/16050 [2:23:54<25:00,  1.95it/s]
Training 3/3 epoch (loss 0.0130):  82%|████████▏ | 13130/16050 [2:23:54<26:45,  1.82it/s]
Training 3/3 epoch (loss 0.0316):  82%|████████▏ | 13130/16050 [2:23:54<26:45,  1.82it/s]
Training 3/3 epoch (loss 0.0316):  82%|████████▏ | 13131/16050 [2:23:54<27:38,  1.76it/s]
Training 3/3 epoch (loss 0.3372):  82%|████████▏ | 13131/16050 [2:23:55<27:38,  1.76it/s]
Training 3/3 epoch (loss 0.3372):  82%|████████▏ | 13132/16050 [2:23:55<24:27,  1.99it/s]
Training 3/3 epoch (loss 0.5373):  82%|████████▏ | 13132/16050 [2:23:55<24:27,  1.99it/s]
Training 3/3 epoch (loss 0.5373):  82%|████████▏ | 13133/16050 [2:23:55<21:57,  2.21it/s]
Training 3/3 epoch (loss 0.0011):  82%|████████▏ | 13133/16050 [2:23:56<21:57,  2.21it/s]
Training 3/3 epoch (loss 0.0011):  82%|████████▏ | 13134/16050 [2:23:56<23:06,  2.10it/s]
Training 3/3 epoch (loss 0.0057):  82%|████████▏ | 13134/16050 [2:23:56<23:06,  2.10it/s]
Training 3/3 epoch (loss 0.0057):  82%|████████▏ | 13135/16050 [2:23:56<26:25,  1.84it/s]
Training 3/3 epoch (loss 0.0016):  82%|████████▏ | 13135/16050 [2:23:57<26:25,  1.84it/s]
Training 3/3 epoch (loss 0.0016):  82%|████████▏ | 13136/16050 [2:23:57<25:13,  1.92it/s]
Training 3/3 epoch (loss 0.3892):  82%|████████▏ | 13136/16050 [2:23:57<25:13,  1.92it/s]
Training 3/3 epoch (loss 0.3892):  82%|████████▏ | 13137/16050 [2:23:57<22:34,  2.15it/s]
Training 3/3 epoch (loss 0.0740):  82%|████████▏ | 13137/16050 [2:23:58<22:34,  2.15it/s]
Training 3/3 epoch (loss 0.0740):  82%|████████▏ | 13138/16050 [2:23:58<28:24,  1.71it/s]
Training 3/3 epoch (loss 0.0007):  82%|████████▏ | 13138/16050 [2:23:59<28:24,  1.71it/s]
Training 3/3 epoch (loss 0.0007):  82%|████████▏ | 13139/16050 [2:23:59<28:55,  1.68it/s]
Training 3/3 epoch (loss 0.2768):  82%|████████▏ | 13139/16050 [2:23:59<28:55,  1.68it/s]
Training 3/3 epoch (loss 0.2768):  82%|████████▏ | 13140/16050 [2:23:59<32:07,  1.51it/s]
Training 3/3 epoch (loss 0.0019):  82%|████████▏ | 13140/16050 [2:24:00<32:07,  1.51it/s]
Training 3/3 epoch (loss 0.0019):  82%|████████▏ | 13141/16050 [2:24:00<29:13,  1.66it/s]
Training 3/3 epoch (loss 0.0004):  82%|████████▏ | 13141/16050 [2:24:01<29:13,  1.66it/s]
Training 3/3 epoch (loss 0.0004):  82%|████████▏ | 13142/16050 [2:24:01<31:29,  1.54it/s]
Training 3/3 epoch (loss 0.0081):  82%|████████▏ | 13142/16050 [2:24:01<31:29,  1.54it/s]
Training 3/3 epoch (loss 0.0081):  82%|████████▏ | 13143/16050 [2:24:01<30:49,  1.57it/s]
Training 3/3 epoch (loss 0.2839):  82%|████████▏ | 13143/16050 [2:24:02<30:49,  1.57it/s]
Training 3/3 epoch (loss 0.2839):  82%|████████▏ | 13144/16050 [2:24:02<27:04,  1.79it/s]
Training 3/3 epoch (loss 0.5087):  82%|████████▏ | 13144/16050 [2:24:02<27:04,  1.79it/s]
Training 3/3 epoch (loss 0.5087):  82%|████████▏ | 13145/16050 [2:24:02<26:32,  1.82it/s]
Training 3/3 epoch (loss 0.0289):  82%|████████▏ | 13145/16050 [2:24:03<26:32,  1.82it/s]
Training 3/3 epoch (loss 0.0289):  82%|████████▏ | 13146/16050 [2:24:03<27:04,  1.79it/s]
Training 3/3 epoch (loss 0.4473):  82%|████████▏ | 13146/16050 [2:24:03<27:04,  1.79it/s]
Training 3/3 epoch (loss 0.4473):  82%|████████▏ | 13147/16050 [2:24:03<26:38,  1.82it/s]
Training 3/3 epoch (loss 0.1739):  82%|████████▏ | 13147/16050 [2:24:04<26:38,  1.82it/s]
Training 3/3 epoch (loss 0.1739):  82%|████████▏ | 13148/16050 [2:24:04<25:20,  1.91it/s]
Training 3/3 epoch (loss 0.0633):  82%|████████▏ | 13148/16050 [2:24:04<25:20,  1.91it/s]
Training 3/3 epoch (loss 0.0633):  82%|████████▏ | 13149/16050 [2:24:04<25:24,  1.90it/s]
Training 3/3 epoch (loss 0.0296):  82%|████████▏ | 13149/16050 [2:24:05<25:24,  1.90it/s]
Training 3/3 epoch (loss 0.0296):  82%|████████▏ | 13150/16050 [2:24:05<24:10,  2.00it/s]
Training 3/3 epoch (loss 0.0294):  82%|████████▏ | 13150/16050 [2:24:05<24:10,  2.00it/s]
Training 3/3 epoch (loss 0.0294):  82%|████████▏ | 13151/16050 [2:24:05<23:49,  2.03it/s]
Training 3/3 epoch (loss 0.0273):  82%|████████▏ | 13151/16050 [2:24:06<23:49,  2.03it/s]
Training 3/3 epoch (loss 0.0273):  82%|████████▏ | 13152/16050 [2:24:06<27:09,  1.78it/s]
Training 3/3 epoch (loss 0.0219):  82%|████████▏ | 13152/16050 [2:24:06<27:09,  1.78it/s]
Training 3/3 epoch (loss 0.0219):  82%|████████▏ | 13153/16050 [2:24:06<26:10,  1.84it/s]
Training 3/3 epoch (loss 0.0019):  82%|████████▏ | 13153/16050 [2:24:07<26:10,  1.84it/s]
Training 3/3 epoch (loss 0.0019):  82%|████████▏ | 13154/16050 [2:24:07<27:15,  1.77it/s]
Training 3/3 epoch (loss 0.6781):  82%|████████▏ | 13154/16050 [2:24:08<27:15,  1.77it/s]
Training 3/3 epoch (loss 0.6781):  82%|████████▏ | 13155/16050 [2:24:08<26:44,  1.80it/s]
Training 3/3 epoch (loss 0.0010):  82%|████████▏ | 13155/16050 [2:24:08<26:44,  1.80it/s]
Training 3/3 epoch (loss 0.0010):  82%|████████▏ | 13156/16050 [2:24:08<25:11,  1.91it/s]
Training 3/3 epoch (loss 0.0159):  82%|████████▏ | 13156/16050 [2:24:08<25:11,  1.91it/s]
Training 3/3 epoch (loss 0.0159):  82%|████████▏ | 13157/16050 [2:24:08<23:34,  2.05it/s]
Training 3/3 epoch (loss 0.0065):  82%|████████▏ | 13157/16050 [2:24:09<23:34,  2.05it/s]
Training 3/3 epoch (loss 0.0065):  82%|████████▏ | 13158/16050 [2:24:09<25:19,  1.90it/s]
Training 3/3 epoch (loss 0.0003):  82%|████████▏ | 13158/16050 [2:24:10<25:19,  1.90it/s]
Training 3/3 epoch (loss 0.0003):  82%|████████▏ | 13159/16050 [2:24:10<25:37,  1.88it/s]
Training 3/3 epoch (loss 0.0131):  82%|████████▏ | 13159/16050 [2:24:10<25:37,  1.88it/s]
Training 3/3 epoch (loss 0.0131):  82%|████████▏ | 13160/16050 [2:24:10<27:54,  1.73it/s]
Training 3/3 epoch (loss 0.0396):  82%|████████▏ | 13160/16050 [2:24:11<27:54,  1.73it/s]
Training 3/3 epoch (loss 0.0396):  82%|████████▏ | 13161/16050 [2:24:11<30:03,  1.60it/s]
Training 3/3 epoch (loss 0.0004):  82%|████████▏ | 13161/16050 [2:24:12<30:03,  1.60it/s]
Training 3/3 epoch (loss 0.0004):  82%|████████▏ | 13162/16050 [2:24:12<36:11,  1.33it/s]
Training 3/3 epoch (loss 0.4129):  82%|████████▏ | 13162/16050 [2:24:13<36:11,  1.33it/s]
Training 3/3 epoch (loss 0.4129):  82%|████████▏ | 13163/16050 [2:24:13<32:17,  1.49it/s]
Training 3/3 epoch (loss 0.0005):  82%|████████▏ | 13163/16050 [2:24:13<32:17,  1.49it/s]
Training 3/3 epoch (loss 0.0005):  82%|████████▏ | 13164/16050 [2:24:13<29:25,  1.63it/s]
Training 3/3 epoch (loss 0.3663):  82%|████████▏ | 13164/16050 [2:24:14<29:25,  1.63it/s]
Training 3/3 epoch (loss 0.3663):  82%|████████▏ | 13165/16050 [2:24:14<29:29,  1.63it/s]
Training 3/3 epoch (loss 0.1026):  82%|████████▏ | 13165/16050 [2:24:14<29:29,  1.63it/s]
Training 3/3 epoch (loss 0.1026):  82%|████████▏ | 13166/16050 [2:24:14<28:29,  1.69it/s]
Training 3/3 epoch (loss 0.1763):  82%|████████▏ | 13166/16050 [2:24:15<28:29,  1.69it/s]
Training 3/3 epoch (loss 0.1763):  82%|████████▏ | 13167/16050 [2:24:15<25:31,  1.88it/s]
Training 3/3 epoch (loss 0.4481):  82%|████████▏ | 13167/16050 [2:24:15<25:31,  1.88it/s]
Training 3/3 epoch (loss 0.4481):  82%|████████▏ | 13168/16050 [2:24:15<26:49,  1.79it/s]
Training 3/3 epoch (loss 0.2981):  82%|████████▏ | 13168/16050 [2:24:16<26:49,  1.79it/s]
Training 3/3 epoch (loss 0.2981):  82%|████████▏ | 13169/16050 [2:24:16<28:37,  1.68it/s]
Training 3/3 epoch (loss 0.0003):  82%|████████▏ | 13169/16050 [2:24:16<28:37,  1.68it/s]
Training 3/3 epoch (loss 0.0003):  82%|████████▏ | 13170/16050 [2:24:16<25:46,  1.86it/s]
Training 3/3 epoch (loss 0.0026):  82%|████████▏ | 13170/16050 [2:24:17<25:46,  1.86it/s]
Training 3/3 epoch (loss 0.0026):  82%|████████▏ | 13171/16050 [2:24:17<24:46,  1.94it/s]
Training 3/3 epoch (loss 0.0012):  82%|████████▏ | 13171/16050 [2:24:17<24:46,  1.94it/s]
Training 3/3 epoch (loss 0.0012):  82%|████████▏ | 13172/16050 [2:24:17<25:10,  1.91it/s]
Training 3/3 epoch (loss 0.5044):  82%|████████▏ | 13172/16050 [2:24:18<25:10,  1.91it/s]
Training 3/3 epoch (loss 0.5044):  82%|████████▏ | 13173/16050 [2:24:18<24:24,  1.97it/s]
Training 3/3 epoch (loss 0.1466):  82%|████████▏ | 13173/16050 [2:24:18<24:24,  1.97it/s]
Training 3/3 epoch (loss 0.1466):  82%|████████▏ | 13174/16050 [2:24:18<22:19,  2.15it/s]
Training 3/3 epoch (loss 0.0158):  82%|████████▏ | 13174/16050 [2:24:19<22:19,  2.15it/s]
Training 3/3 epoch (loss 0.0158):  82%|████████▏ | 13175/16050 [2:24:19<24:02,  1.99it/s]
Training 3/3 epoch (loss 0.0927):  82%|████████▏ | 13175/16050 [2:24:19<24:02,  1.99it/s]
Training 3/3 epoch (loss 0.0927):  82%|████████▏ | 13176/16050 [2:24:19<23:44,  2.02it/s]
Training 3/3 epoch (loss 0.3917):  82%|████████▏ | 13176/16050 [2:24:20<23:44,  2.02it/s]
Training 3/3 epoch (loss 0.3917):  82%|████████▏ | 13177/16050 [2:24:20<22:21,  2.14it/s]
Training 3/3 epoch (loss 0.0004):  82%|████████▏ | 13177/16050 [2:24:20<22:21,  2.14it/s]
Training 3/3 epoch (loss 0.0004):  82%|████████▏ | 13178/16050 [2:24:20<21:18,  2.25it/s]
Training 3/3 epoch (loss 0.0616):  82%|████████▏ | 13178/16050 [2:24:21<21:18,  2.25it/s]
Training 3/3 epoch (loss 0.0616):  82%|████████▏ | 13179/16050 [2:24:21<22:07,  2.16it/s]
Training 3/3 epoch (loss 0.0175):  82%|████████▏ | 13179/16050 [2:24:21<22:07,  2.16it/s]
Training 3/3 epoch (loss 0.0175):  82%|████████▏ | 13180/16050 [2:24:21<22:04,  2.17it/s]
Training 3/3 epoch (loss 0.0003):  82%|████████▏ | 13180/16050 [2:24:21<22:04,  2.17it/s]
Training 3/3 epoch (loss 0.0003):  82%|████████▏ | 13181/16050 [2:24:21<21:05,  2.27it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13181/16050 [2:24:22<21:05,  2.27it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13182/16050 [2:24:22<20:44,  2.30it/s]
Training 3/3 epoch (loss 0.5215):  82%|████████▏ | 13182/16050 [2:24:22<20:44,  2.30it/s]
Training 3/3 epoch (loss 0.5215):  82%|████████▏ | 13183/16050 [2:24:22<20:16,  2.36it/s]
Training 3/3 epoch (loss 0.0995):  82%|████████▏ | 13183/16050 [2:24:23<20:16,  2.36it/s]
Training 3/3 epoch (loss 0.0995):  82%|████████▏ | 13184/16050 [2:24:23<25:51,  1.85it/s]
Training 3/3 epoch (loss 0.4167):  82%|████████▏ | 13184/16050 [2:24:24<25:51,  1.85it/s]
Training 3/3 epoch (loss 0.4167):  82%|████████▏ | 13185/16050 [2:24:24<25:48,  1.85it/s]
Training 3/3 epoch (loss 0.2701):  82%|████████▏ | 13185/16050 [2:24:24<25:48,  1.85it/s]
Training 3/3 epoch (loss 0.2701):  82%|████████▏ | 13186/16050 [2:24:24<25:39,  1.86it/s]
Training 3/3 epoch (loss 0.2975):  82%|████████▏ | 13186/16050 [2:24:25<25:39,  1.86it/s]
Training 3/3 epoch (loss 0.2975):  82%|████████▏ | 13187/16050 [2:24:25<25:16,  1.89it/s]
Training 3/3 epoch (loss 0.0040):  82%|████████▏ | 13187/16050 [2:24:25<25:16,  1.89it/s]
Training 3/3 epoch (loss 0.0040):  82%|████████▏ | 13188/16050 [2:24:25<24:58,  1.91it/s]
Training 3/3 epoch (loss 0.0004):  82%|████████▏ | 13188/16050 [2:24:26<24:58,  1.91it/s]
Training 3/3 epoch (loss 0.0004):  82%|████████▏ | 13189/16050 [2:24:26<25:10,  1.89it/s]
Training 3/3 epoch (loss 0.0046):  82%|████████▏ | 13189/16050 [2:24:27<25:10,  1.89it/s]
Training 3/3 epoch (loss 0.0046):  82%|████████▏ | 13190/16050 [2:24:27<30:17,  1.57it/s]
Training 3/3 epoch (loss 0.0305):  82%|████████▏ | 13190/16050 [2:24:27<30:17,  1.57it/s]
Training 3/3 epoch (loss 0.0305):  82%|████████▏ | 13191/16050 [2:24:27<30:13,  1.58it/s]
Training 3/3 epoch (loss 0.1924):  82%|████████▏ | 13191/16050 [2:24:28<30:13,  1.58it/s]
Training 3/3 epoch (loss 0.1924):  82%|████████▏ | 13192/16050 [2:24:28<28:42,  1.66it/s]
Training 3/3 epoch (loss 0.0482):  82%|████████▏ | 13192/16050 [2:24:28<28:42,  1.66it/s]
Training 3/3 epoch (loss 0.0482):  82%|████████▏ | 13193/16050 [2:24:28<28:49,  1.65it/s]
Training 3/3 epoch (loss 0.2805):  82%|████████▏ | 13193/16050 [2:24:31<28:49,  1.65it/s]
Training 3/3 epoch (loss 0.2805):  82%|████████▏ | 13194/16050 [2:24:31<53:46,  1.13s/it]
Training 3/3 epoch (loss 0.0171):  82%|████████▏ | 13194/16050 [2:24:31<53:46,  1.13s/it]
Training 3/3 epoch (loss 0.0171):  82%|████████▏ | 13195/16050 [2:24:31<45:27,  1.05it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13195/16050 [2:24:32<45:27,  1.05it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13196/16050 [2:24:32<36:47,  1.29it/s]
Training 3/3 epoch (loss 0.4227):  82%|████████▏ | 13196/16050 [2:24:32<36:47,  1.29it/s]
Training 3/3 epoch (loss 0.4227):  82%|████████▏ | 13197/16050 [2:24:32<30:34,  1.55it/s]
Training 3/3 epoch (loss 0.0194):  82%|████████▏ | 13197/16050 [2:24:32<30:34,  1.55it/s]
Training 3/3 epoch (loss 0.0194):  82%|████████▏ | 13198/16050 [2:24:32<28:44,  1.65it/s]
Training 3/3 epoch (loss 0.5137):  82%|████████▏ | 13198/16050 [2:24:33<28:44,  1.65it/s]
Training 3/3 epoch (loss 0.5137):  82%|████████▏ | 13199/16050 [2:24:33<25:44,  1.85it/s]
Training 3/3 epoch (loss 0.0735):  82%|████████▏ | 13199/16050 [2:24:33<25:44,  1.85it/s]
Training 3/3 epoch (loss 0.0735):  82%|████████▏ | 13200/16050 [2:24:33<27:47,  1.71it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13200/16050 [2:24:34<27:47,  1.71it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13201/16050 [2:24:34<28:19,  1.68it/s]
Training 3/3 epoch (loss 0.0600):  82%|████████▏ | 13201/16050 [2:24:35<28:19,  1.68it/s]
Training 3/3 epoch (loss 0.0600):  82%|████████▏ | 13202/16050 [2:24:35<27:05,  1.75it/s]
Training 3/3 epoch (loss 0.0008):  82%|████████▏ | 13202/16050 [2:24:35<27:05,  1.75it/s]
Training 3/3 epoch (loss 0.0008):  82%|████████▏ | 13203/16050 [2:24:35<26:28,  1.79it/s]
Training 3/3 epoch (loss 0.0002):  82%|████████▏ | 13203/16050 [2:24:36<26:28,  1.79it/s]
Training 3/3 epoch (loss 0.0002):  82%|████████▏ | 13204/16050 [2:24:36<24:53,  1.91it/s]
Training 3/3 epoch (loss 0.2532):  82%|████████▏ | 13204/16050 [2:24:36<24:53,  1.91it/s]
Training 3/3 epoch (loss 0.2532):  82%|████████▏ | 13205/16050 [2:24:36<24:00,  1.97it/s]
Training 3/3 epoch (loss 0.0000):  82%|████████▏ | 13205/16050 [2:24:36<24:00,  1.97it/s]
Training 3/3 epoch (loss 0.0000):  82%|████████▏ | 13206/16050 [2:24:36<22:48,  2.08it/s]
Training 3/3 epoch (loss 0.0279):  82%|████████▏ | 13206/16050 [2:24:37<22:48,  2.08it/s]
Training 3/3 epoch (loss 0.0279):  82%|████████▏ | 13207/16050 [2:24:37<26:09,  1.81it/s]
Training 3/3 epoch (loss 0.1404):  82%|████████▏ | 13207/16050 [2:24:38<26:09,  1.81it/s]
Training 3/3 epoch (loss 0.1404):  82%|████████▏ | 13208/16050 [2:24:38<27:17,  1.74it/s]
Training 3/3 epoch (loss 0.0350):  82%|████████▏ | 13208/16050 [2:24:38<27:17,  1.74it/s]
Training 3/3 epoch (loss 0.0350):  82%|████████▏ | 13209/16050 [2:24:38<27:01,  1.75it/s]
Training 3/3 epoch (loss 0.0279):  82%|████████▏ | 13209/16050 [2:24:39<27:01,  1.75it/s]
Training 3/3 epoch (loss 0.0279):  82%|████████▏ | 13210/16050 [2:24:39<28:35,  1.66it/s]
Training 3/3 epoch (loss 0.3808):  82%|████████▏ | 13210/16050 [2:24:39<28:35,  1.66it/s]
Training 3/3 epoch (loss 0.3808):  82%|████████▏ | 13211/16050 [2:24:39<25:50,  1.83it/s]
Training 3/3 epoch (loss 0.0011):  82%|████████▏ | 13211/16050 [2:24:40<25:50,  1.83it/s]
Training 3/3 epoch (loss 0.0011):  82%|████████▏ | 13212/16050 [2:24:40<25:46,  1.83it/s]
Training 3/3 epoch (loss 0.0112):  82%|████████▏ | 13212/16050 [2:24:41<25:46,  1.83it/s]
Training 3/3 epoch (loss 0.0112):  82%|████████▏ | 13213/16050 [2:24:41<27:29,  1.72it/s]
Training 3/3 epoch (loss 0.3512):  82%|████████▏ | 13213/16050 [2:24:41<27:29,  1.72it/s]
Training 3/3 epoch (loss 0.3512):  82%|████████▏ | 13214/16050 [2:24:41<24:29,  1.93it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13214/16050 [2:24:42<24:29,  1.93it/s]
Training 3/3 epoch (loss 0.0001):  82%|████████▏ | 13215/16050 [2:24:42<26:29,  1.78it/s]
Training 3/3 epoch (loss 0.2290):  82%|████████▏ | 13215/16050 [2:24:44<26:29,  1.78it/s]
Training 3/3 epoch (loss 0.2290):  82%|████████▏ | 13216/16050 [2:24:44<51:46,  1.10s/it]
Training 3/3 epoch (loss 0.0034):  82%|████████▏ | 13216/16050 [2:24:45<51:46,  1.10s/it]
Training 3/3 epoch (loss 0.0034):  82%|████████▏ | 13217/16050 [2:24:45<44:24,  1.06it/s]
Training 3/3 epoch (loss 0.2420):  82%|████████▏ | 13217/16050 [2:24:45<44:24,  1.06it/s]
Training 3/3 epoch (loss 0.2420):  82%|████████▏ | 13218/16050 [2:24:45<37:48,  1.25it/s]
Training 3/3 epoch (loss 0.0068):  82%|████████▏ | 13218/16050 [2:24:46<37:48,  1.25it/s]
Training 3/3 epoch (loss 0.0068):  82%|████████▏ | 13219/16050 [2:24:46<34:15,  1.38it/s]
Training 3/3 epoch (loss 0.0006):  82%|████████▏ | 13219/16050 [2:24:46<34:15,  1.38it/s]
Training 3/3 epoch (loss 0.0006):  82%|████████▏ | 13220/16050 [2:24:46<32:18,  1.46it/s]
Training 3/3 epoch (loss 0.0163):  82%|████████▏ | 13220/16050 [2:24:47<32:18,  1.46it/s]
Training 3/3 epoch (loss 0.0163):  82%|████████▏ | 13221/16050 [2:24:47<31:47,  1.48it/s]
Training 3/3 epoch (loss 0.2932):  82%|████████▏ | 13221/16050 [2:24:47<31:47,  1.48it/s]
Training 3/3 epoch (loss 0.2932):  82%|████████▏ | 13222/16050 [2:24:47<28:50,  1.63it/s]
Training 3/3 epoch (loss 0.0158):  82%|████████▏ | 13222/16050 [2:24:48<28:50,  1.63it/s]
Training 3/3 epoch (loss 0.0158):  82%|████████▏ | 13223/16050 [2:24:48<32:14,  1.46it/s]
Training 3/3 epoch (loss 0.4633):  82%|████████▏ | 13223/16050 [2:24:49<32:14,  1.46it/s]
Training 3/3 epoch (loss 0.4633):  82%|████████▏ | 13224/16050 [2:24:49<28:18,  1.66it/s]
Training 3/3 epoch (loss 0.0341):  82%|████████▏ | 13224/16050 [2:24:49<28:18,  1.66it/s]
Training 3/3 epoch (loss 0.0341):  82%|████████▏ | 13225/16050 [2:24:49<27:10,  1.73it/s]
Training 3/3 epoch (loss 0.0124):  82%|████████▏ | 13225/16050 [2:24:50<27:10,  1.73it/s]
Training 3/3 epoch (loss 0.0124):  82%|████████▏ | 13226/16050 [2:24:50<26:34,  1.77it/s]
Training 3/3 epoch (loss 0.0622):  82%|████████▏ | 13226/16050 [2:24:50<26:34,  1.77it/s]
Training 3/3 epoch (loss 0.0622):  82%|████████▏ | 13227/16050 [2:24:50<28:11,  1.67it/s]
Training 3/3 epoch (loss 0.0138):  82%|████████▏ | 13227/16050 [2:24:51<28:11,  1.67it/s]
Training 3/3 epoch (loss 0.0138):  82%|████████▏ | 13228/16050 [2:24:51<27:56,  1.68it/s]
Training 3/3 epoch (loss 0.1961):  82%|████████▏ | 13228/16050 [2:24:53<27:56,  1.68it/s]
Training 3/3 epoch (loss 0.1961):  82%|████████▏ | 13229/16050 [2:24:53<52:44,  1.12s/it]
Training 3/3 epoch (loss 0.0079):  82%|████████▏ | 13229/16050 [2:24:54<52:44,  1.12s/it]
Training 3/3 epoch (loss 0.0079):  82%|████████▏ | 13230/16050 [2:24:54<41:42,  1.13it/s]
Training 3/3 epoch (loss 0.2234):  82%|████████▏ | 13230/16050 [2:24:54<41:42,  1.13it/s]
Training 3/3 epoch (loss 0.2234):  82%|████████▏ | 13231/16050 [2:24:54<34:10,  1.38it/s]
Training 3/3 epoch (loss 0.2787):  82%|████████▏ | 13231/16050 [2:24:54<34:10,  1.38it/s]
Training 3/3 epoch (loss 0.2787):  82%|████████▏ | 13232/16050 [2:24:54<30:08,  1.56it/s]
Training 3/3 epoch (loss 0.3015):  82%|████████▏ | 13232/16050 [2:24:55<30:08,  1.56it/s]
Training 3/3 epoch (loss 0.3015):  82%|████████▏ | 13233/16050 [2:24:55<30:56,  1.52it/s]
Training 3/3 epoch (loss 0.0159):  82%|████████▏ | 13233/16050 [2:24:56<30:56,  1.52it/s]
Training 3/3 epoch (loss 0.0159):  82%|████████▏ | 13234/16050 [2:24:56<28:33,  1.64it/s]
Training 3/3 epoch (loss 0.2240):  82%|████████▏ | 13234/16050 [2:24:56<28:33,  1.64it/s]
Training 3/3 epoch (loss 0.2240):  82%|████████▏ | 13235/16050 [2:24:56<25:30,  1.84it/s]
Training 3/3 epoch (loss 0.7851):  82%|████████▏ | 13235/16050 [2:24:56<25:30,  1.84it/s]
Training 3/3 epoch (loss 0.7851):  82%|████████▏ | 13236/16050 [2:24:56<23:27,  2.00it/s]
Training 3/3 epoch (loss 0.0735):  82%|████████▏ | 13236/16050 [2:24:57<23:27,  2.00it/s]
Training 3/3 epoch (loss 0.0735):  82%|████████▏ | 13237/16050 [2:24:57<23:50,  1.97it/s]
Training 3/3 epoch (loss 0.0764):  82%|████████▏ | 13237/16050 [2:24:57<23:50,  1.97it/s]
Training 3/3 epoch (loss 0.0764):  82%|████████▏ | 13238/16050 [2:24:57<22:21,  2.10it/s]
Training 3/3 epoch (loss 0.2232):  82%|████████▏ | 13238/16050 [2:25:00<22:21,  2.10it/s]
Training 3/3 epoch (loss 0.2232):  82%|████████▏ | 13239/16050 [2:25:00<46:56,  1.00s/it]
Training 3/3 epoch (loss 0.2708):  82%|████████▏ | 13239/16050 [2:25:02<46:56,  1.00s/it]
Training 3/3 epoch (loss 0.2708):  82%|████████▏ | 13240/16050 [2:25:02<1:05:44,  1.40s/it]
Training 3/3 epoch (loss 0.0968):  82%|████████▏ | 13240/16050 [2:25:03<1:05:44,  1.40s/it]
Training 3/3 epoch (loss 0.0968):  82%|████████▏ | 13241/16050 [2:25:03<57:45,  1.23s/it]  
Training 3/3 epoch (loss 0.2459):  82%|████████▏ | 13241/16050 [2:25:03<57:45,  1.23s/it]
Training 3/3 epoch (loss 0.2459):  83%|████████▎ | 13242/16050 [2:25:03<46:00,  1.02it/s]
Training 3/3 epoch (loss 0.1034):  83%|████████▎ | 13242/16050 [2:25:04<46:00,  1.02it/s]
Training 3/3 epoch (loss 0.1034):  83%|████████▎ | 13243/16050 [2:25:04<38:18,  1.22it/s]
Training 3/3 epoch (loss 0.0019):  83%|████████▎ | 13243/16050 [2:25:04<38:18,  1.22it/s]
Training 3/3 epoch (loss 0.0019):  83%|████████▎ | 13244/16050 [2:25:04<32:29,  1.44it/s]
Training 3/3 epoch (loss 0.1366):  83%|████████▎ | 13244/16050 [2:25:04<32:29,  1.44it/s]
Training 3/3 epoch (loss 0.1366):  83%|████████▎ | 13245/16050 [2:25:04<28:25,  1.64it/s]
Training 3/3 epoch (loss 0.0089):  83%|████████▎ | 13245/16050 [2:25:05<28:25,  1.64it/s]
Training 3/3 epoch (loss 0.0089):  83%|████████▎ | 13246/16050 [2:25:05<29:37,  1.58it/s]
Training 3/3 epoch (loss 0.2531):  83%|████████▎ | 13246/16050 [2:25:05<29:37,  1.58it/s]
Training 3/3 epoch (loss 0.2531):  83%|████████▎ | 13247/16050 [2:25:05<25:26,  1.84it/s]
Training 3/3 epoch (loss 0.0231):  83%|████████▎ | 13247/16050 [2:25:06<25:26,  1.84it/s]
Training 3/3 epoch (loss 0.0231):  83%|████████▎ | 13248/16050 [2:25:06<26:20,  1.77it/s]
Training 3/3 epoch (loss 0.0277):  83%|████████▎ | 13248/16050 [2:25:07<26:20,  1.77it/s]
Training 3/3 epoch (loss 0.0277):  83%|████████▎ | 13249/16050 [2:25:07<25:11,  1.85it/s]
Training 3/3 epoch (loss 0.0133):  83%|████████▎ | 13249/16050 [2:25:07<25:11,  1.85it/s]
Training 3/3 epoch (loss 0.0133):  83%|████████▎ | 13250/16050 [2:25:07<25:25,  1.84it/s]
Training 3/3 epoch (loss 0.0002):  83%|████████▎ | 13250/16050 [2:25:08<25:25,  1.84it/s]
Training 3/3 epoch (loss 0.0002):  83%|████████▎ | 13251/16050 [2:25:08<25:56,  1.80it/s]
Training 3/3 epoch (loss 0.0090):  83%|████████▎ | 13251/16050 [2:25:08<25:56,  1.80it/s]
Training 3/3 epoch (loss 0.0090):  83%|████████▎ | 13252/16050 [2:25:08<25:46,  1.81it/s]
Training 3/3 epoch (loss 0.2994):  83%|████████▎ | 13252/16050 [2:25:09<25:46,  1.81it/s]
Training 3/3 epoch (loss 0.2994):  83%|████████▎ | 13253/16050 [2:25:09<24:37,  1.89it/s]
Training 3/3 epoch (loss 0.0000):  83%|████████▎ | 13253/16050 [2:25:09<24:37,  1.89it/s]
Training 3/3 epoch (loss 0.0000):  83%|████████▎ | 13254/16050 [2:25:09<21:28,  2.17it/s]
Training 3/3 epoch (loss 0.0101):  83%|████████▎ | 13254/16050 [2:25:09<21:28,  2.17it/s]
Training 3/3 epoch (loss 0.0101):  83%|████████▎ | 13255/16050 [2:25:09<20:36,  2.26it/s]
Training 3/3 epoch (loss 0.0078):  83%|████████▎ | 13255/16050 [2:25:10<20:36,  2.26it/s]
Training 3/3 epoch (loss 0.0078):  83%|████████▎ | 13256/16050 [2:25:10<27:28,  1.69it/s]
Training 3/3 epoch (loss 0.0159):  83%|████████▎ | 13256/16050 [2:25:11<27:28,  1.69it/s]
Training 3/3 epoch (loss 0.0159):  83%|████████▎ | 13257/16050 [2:25:11<29:18,  1.59it/s]
Training 3/3 epoch (loss 0.0252):  83%|████████▎ | 13257/16050 [2:25:12<29:18,  1.59it/s]
Training 3/3 epoch (loss 0.0252):  83%|████████▎ | 13258/16050 [2:25:12<31:44,  1.47it/s]
Training 3/3 epoch (loss 0.0030):  83%|████████▎ | 13258/16050 [2:25:12<31:44,  1.47it/s]
Training 3/3 epoch (loss 0.0030):  83%|████████▎ | 13259/16050 [2:25:12<29:20,  1.58it/s]
Training 3/3 epoch (loss 0.3755):  83%|████████▎ | 13259/16050 [2:25:13<29:20,  1.58it/s]
Training 3/3 epoch (loss 0.3755):  83%|████████▎ | 13260/16050 [2:25:13<26:20,  1.77it/s]
Training 3/3 epoch (loss 0.5080):  83%|████████▎ | 13260/16050 [2:25:13<26:20,  1.77it/s]
Training 3/3 epoch (loss 0.5080):  83%|████████▎ | 13261/16050 [2:25:13<22:32,  2.06it/s]
Training 3/3 epoch (loss 0.2022):  83%|████████▎ | 13261/16050 [2:25:14<22:32,  2.06it/s]
Training 3/3 epoch (loss 0.2022):  83%|████████▎ | 13262/16050 [2:25:14<22:21,  2.08it/s]
Training 3/3 epoch (loss 0.2391):  83%|████████▎ | 13262/16050 [2:25:14<22:21,  2.08it/s]
Training 3/3 epoch (loss 0.2391):  83%|████████▎ | 13263/16050 [2:25:14<23:47,  1.95it/s]
Training 3/3 epoch (loss 0.2302):  83%|████████▎ | 13263/16050 [2:25:14<23:47,  1.95it/s]
Training 3/3 epoch (loss 0.2302):  83%|████████▎ | 13264/16050 [2:25:14<21:28,  2.16it/s]
Training 3/3 epoch (loss 0.3244):  83%|████████▎ | 13264/16050 [2:25:15<21:28,  2.16it/s]
Training 3/3 epoch (loss 0.3244):  83%|████████▎ | 13265/16050 [2:25:15<26:54,  1.72it/s]
Training 3/3 epoch (loss 0.4112):  83%|████████▎ | 13265/16050 [2:25:16<26:54,  1.72it/s]
Training 3/3 epoch (loss 0.4112):  83%|████████▎ | 13266/16050 [2:25:16<27:55,  1.66it/s]
Training 3/3 epoch (loss 0.0003):  83%|████████▎ | 13266/16050 [2:25:16<27:55,  1.66it/s]
Training 3/3 epoch (loss 0.0003):  83%|████████▎ | 13267/16050 [2:25:16<25:12,  1.84it/s]
Training 3/3 epoch (loss 0.0006):  83%|████████▎ | 13267/16050 [2:25:17<25:12,  1.84it/s]
Training 3/3 epoch (loss 0.0006):  83%|████████▎ | 13268/16050 [2:25:17<26:16,  1.76it/s]
Training 3/3 epoch (loss 0.0258):  83%|████████▎ | 13268/16050 [2:25:17<26:16,  1.76it/s]
Training 3/3 epoch (loss 0.0258):  83%|████████▎ | 13269/16050 [2:25:17<24:49,  1.87it/s]
Training 3/3 epoch (loss 0.0171):  83%|████████▎ | 13269/16050 [2:25:18<24:49,  1.87it/s]
Training 3/3 epoch (loss 0.0171):  83%|████████▎ | 13270/16050 [2:25:18<25:23,  1.82it/s]
Training 3/3 epoch (loss 0.0076):  83%|████████▎ | 13270/16050 [2:25:18<25:23,  1.82it/s]
Training 3/3 epoch (loss 0.0076):  83%|████████▎ | 13271/16050 [2:25:18<23:37,  1.96it/s]
Training 3/3 epoch (loss 0.0164):  83%|████████▎ | 13271/16050 [2:25:19<23:37,  1.96it/s]
Training 3/3 epoch (loss 0.0164):  83%|████████▎ | 13272/16050 [2:25:19<24:35,  1.88it/s]
Training 3/3 epoch (loss 0.0009):  83%|████████▎ | 13272/16050 [2:25:20<24:35,  1.88it/s]
Training 3/3 epoch (loss 0.0009):  83%|████████▎ | 13273/16050 [2:25:20<24:50,  1.86it/s]
Training 3/3 epoch (loss 0.3019):  83%|████████▎ | 13273/16050 [2:25:20<24:50,  1.86it/s]
Training 3/3 epoch (loss 0.3019):  83%|████████▎ | 13274/16050 [2:25:20<22:11,  2.09it/s]
Training 3/3 epoch (loss 0.0003):  83%|████████▎ | 13274/16050 [2:25:21<22:11,  2.09it/s]
Training 3/3 epoch (loss 0.0003):  83%|████████▎ | 13275/16050 [2:25:21<24:06,  1.92it/s]
Training 3/3 epoch (loss 0.5256):  83%|████████▎ | 13275/16050 [2:25:21<24:06,  1.92it/s]
Training 3/3 epoch (loss 0.5256):  83%|████████▎ | 13276/16050 [2:25:21<25:55,  1.78it/s]
Training 3/3 epoch (loss 0.2477):  83%|████████▎ | 13276/16050 [2:25:22<25:55,  1.78it/s]
Training 3/3 epoch (loss 0.2477):  83%|████████▎ | 13277/16050 [2:25:22<26:39,  1.73it/s]
Training 3/3 epoch (loss 0.0510):  83%|████████▎ | 13277/16050 [2:25:22<26:39,  1.73it/s]
Training 3/3 epoch (loss 0.0510):  83%|████████▎ | 13278/16050 [2:25:22<26:54,  1.72it/s]
Training 3/3 epoch (loss 0.0106):  83%|████████▎ | 13278/16050 [2:25:23<26:54,  1.72it/s]
Training 3/3 epoch (loss 0.0106):  83%|████████▎ | 13279/16050 [2:25:23<30:48,  1.50it/s]
Training 3/3 epoch (loss 0.2981):  83%|████████▎ | 13279/16050 [2:25:24<30:48,  1.50it/s]
Training 3/3 epoch (loss 0.2981):  83%|████████▎ | 13280/16050 [2:25:24<25:44,  1.79it/s]
Training 3/3 epoch (loss 0.0054):  83%|████████▎ | 13280/16050 [2:25:25<25:44,  1.79it/s]
Training 3/3 epoch (loss 0.0054):  83%|████████▎ | 13281/16050 [2:25:25<32:42,  1.41it/s]
Training 3/3 epoch (loss 0.0000):  83%|████████▎ | 13281/16050 [2:25:25<32:42,  1.41it/s]
Training 3/3 epoch (loss 0.0000):  83%|████████▎ | 13282/16050 [2:25:25<27:23,  1.68it/s]
Training 3/3 epoch (loss 0.0002):  83%|████████▎ | 13282/16050 [2:25:25<27:23,  1.68it/s]
Training 3/3 epoch (loss 0.0002):  83%|████████▎ | 13283/16050 [2:25:25<25:36,  1.80it/s]
Training 3/3 epoch (loss 0.0387):  83%|████████▎ | 13283/16050 [2:25:26<25:36,  1.80it/s]
Training 3/3 epoch (loss 0.0387):  83%|████████▎ | 13284/16050 [2:25:26<23:35,  1.95it/s]
Training 3/3 epoch (loss 0.0238):  83%|████████▎ | 13284/16050 [2:25:26<23:35,  1.95it/s]
Training 3/3 epoch (loss 0.0238):  83%|████████▎ | 13285/16050 [2:25:26<23:43,  1.94it/s]
Training 3/3 epoch (loss 0.1927):  83%|████████▎ | 13285/16050 [2:25:29<23:43,  1.94it/s]
Training 3/3 epoch (loss 0.1927):  83%|████████▎ | 13286/16050 [2:25:29<47:32,  1.03s/it]
Training 3/3 epoch (loss 0.0012):  83%|████████▎ | 13286/16050 [2:25:29<47:32,  1.03s/it]
Training 3/3 epoch (loss 0.0012):  83%|████████▎ | 13287/16050 [2:25:29<42:06,  1.09it/s]
Training 3/3 epoch (loss 0.0024):  83%|████████▎ | 13287/16050 [2:25:30<42:06,  1.09it/s]
Training 3/3 epoch (loss 0.0024):  83%|████████▎ | 13288/16050 [2:25:30<35:11,  1.31it/s]
Training 3/3 epoch (loss 0.0036):  83%|████████▎ | 13288/16050 [2:25:30<35:11,  1.31it/s]
Training 3/3 epoch (loss 0.0036):  83%|████████▎ | 13289/16050 [2:25:30<30:15,  1.52it/s]
Training 3/3 epoch (loss 0.1964):  83%|████████▎ | 13289/16050 [2:25:32<30:15,  1.52it/s]
Training 3/3 epoch (loss 0.1964):  83%|████████▎ | 13290/16050 [2:25:32<53:20,  1.16s/it]
Training 3/3 epoch (loss 0.0018):  83%|████████▎ | 13290/16050 [2:25:33<53:20,  1.16s/it]
Training 3/3 epoch (loss 0.0018):  83%|████████▎ | 13291/16050 [2:25:33<44:09,  1.04it/s]
Training 3/3 epoch (loss 0.0245):  83%|████████▎ | 13291/16050 [2:25:33<44:09,  1.04it/s]
Training 3/3 epoch (loss 0.0245):  83%|████████▎ | 13292/16050 [2:25:33<37:37,  1.22it/s]
Training 3/3 epoch (loss 0.0021):  83%|████████▎ | 13292/16050 [2:25:34<37:37,  1.22it/s]
Training 3/3 epoch (loss 0.0021):  83%|████████▎ | 13293/16050 [2:25:34<33:22,  1.38it/s]
Training 3/3 epoch (loss 0.2472):  83%|████████▎ | 13293/16050 [2:25:34<33:22,  1.38it/s]
Training 3/3 epoch (loss 0.2472):  83%|████████▎ | 13294/16050 [2:25:34<29:37,  1.55it/s]
Training 3/3 epoch (loss 0.0316):  83%|████████▎ | 13294/16050 [2:25:35<29:37,  1.55it/s]
Training 3/3 epoch (loss 0.0316):  83%|████████▎ | 13295/16050 [2:25:35<28:14,  1.63it/s]
Training 3/3 epoch (loss 0.4702):  83%|████████▎ | 13295/16050 [2:25:35<28:14,  1.63it/s]
Training 3/3 epoch (loss 0.4702):  83%|████████▎ | 13296/16050 [2:25:35<25:44,  1.78it/s]
Training 3/3 epoch (loss 0.0322):  83%|████████▎ | 13296/16050 [2:25:36<25:44,  1.78it/s]
Training 3/3 epoch (loss 0.0322):  83%|████████▎ | 13297/16050 [2:25:36<27:34,  1.66it/s]
Training 3/3 epoch (loss 0.0071):  83%|████████▎ | 13297/16050 [2:25:37<27:34,  1.66it/s]
Training 3/3 epoch (loss 0.0071):  83%|████████▎ | 13298/16050 [2:25:37<26:59,  1.70it/s]
Training 3/3 epoch (loss 0.0004):  83%|████████▎ | 13298/16050 [2:25:37<26:59,  1.70it/s]
Training 3/3 epoch (loss 0.0004):  83%|████████▎ | 13299/16050 [2:25:37<25:09,  1.82it/s]
Training 3/3 epoch (loss 0.0014):  83%|████████▎ | 13299/16050 [2:25:38<25:09,  1.82it/s]
Training 3/3 epoch (loss 0.0014):  83%|████████▎ | 13300/16050 [2:25:38<26:50,  1.71it/s]
Training 3/3 epoch (loss 0.0304):  83%|████████▎ | 13300/16050 [2:25:38<26:50,  1.71it/s]
Training 3/3 epoch (loss 0.0304):  83%|████████▎ | 13301/16050 [2:25:38<27:23,  1.67it/s]
Training 3/3 epoch (loss 0.0172):  83%|████████▎ | 13301/16050 [2:25:39<27:23,  1.67it/s]
Training 3/3 epoch (loss 0.0172):  83%|████████▎ | 13302/16050 [2:25:39<26:48,  1.71it/s]
Training 3/3 epoch (loss 0.1758):  83%|████████▎ | 13302/16050 [2:25:40<26:48,  1.71it/s]
Training 3/3 epoch (loss 0.1758):  83%|████████▎ | 13303/16050 [2:25:40<27:04,  1.69it/s]
Training 3/3 epoch (loss 0.0476):  83%|████████▎ | 13303/16050 [2:25:40<27:04,  1.69it/s]
Training 3/3 epoch (loss 0.0476):  83%|████████▎ | 13304/16050 [2:25:40<26:27,  1.73it/s]
Training 3/3 epoch (loss 0.1426):  83%|████████▎ | 13304/16050 [2:25:40<26:27,  1.73it/s]
Training 3/3 epoch (loss 0.1426):  83%|████████▎ | 13305/16050 [2:25:40<23:20,  1.96it/s]
Training 3/3 epoch (loss 0.0381):  83%|████████▎ | 13305/16050 [2:25:41<23:20,  1.96it/s]
Training 3/3 epoch (loss 0.0381):  83%|████████▎ | 13306/16050 [2:25:41<27:20,  1.67it/s]
Training 3/3 epoch (loss 0.0116):  83%|████████▎ | 13306/16050 [2:25:42<27:20,  1.67it/s]
Training 3/3 epoch (loss 0.0116):  83%|████████▎ | 13307/16050 [2:25:42<25:46,  1.77it/s]
Training 3/3 epoch (loss 0.2408):  83%|████████▎ | 13307/16050 [2:25:42<25:46,  1.77it/s]
Training 3/3 epoch (loss 0.2408):  83%|████████▎ | 13308/16050 [2:25:42<23:39,  1.93it/s]
Training 3/3 epoch (loss 0.0069):  83%|████████▎ | 13308/16050 [2:25:43<23:39,  1.93it/s]
Training 3/3 epoch (loss 0.0069):  83%|████████▎ | 13309/16050 [2:25:43<23:31,  1.94it/s]
Training 3/3 epoch (loss 0.0001):  83%|████████▎ | 13309/16050 [2:25:43<23:31,  1.94it/s]
Training 3/3 epoch (loss 0.0001):  83%|████████▎ | 13310/16050 [2:25:43<21:01,  2.17it/s]
Training 3/3 epoch (loss 0.2332):  83%|████████▎ | 13310/16050 [2:25:45<21:01,  2.17it/s]
Training 3/3 epoch (loss 0.2332):  83%|████████▎ | 13311/16050 [2:25:45<46:54,  1.03s/it]
Training 3/3 epoch (loss 0.0010):  83%|████████▎ | 13311/16050 [2:25:46<46:54,  1.03s/it]
Training 3/3 epoch (loss 0.0010):  83%|████████▎ | 13312/16050 [2:25:46<40:04,  1.14it/s]
Training 3/3 epoch (loss 0.0140):  83%|████████▎ | 13312/16050 [2:25:47<40:04,  1.14it/s]
Training 3/3 epoch (loss 0.0140):  83%|████████▎ | 13313/16050 [2:25:47<37:49,  1.21it/s]
Training 3/3 epoch (loss 0.0006):  83%|████████▎ | 13313/16050 [2:25:47<37:49,  1.21it/s]
Training 3/3 epoch (loss 0.0006):  83%|████████▎ | 13314/16050 [2:25:47<35:05,  1.30it/s]
Training 3/3 epoch (loss 0.1845):  83%|████████▎ | 13314/16050 [2:25:48<35:05,  1.30it/s]
Training 3/3 epoch (loss 0.1845):  83%|████████▎ | 13315/16050 [2:25:48<31:08,  1.46it/s]
Training 3/3 epoch (loss 0.2973):  83%|████████▎ | 13315/16050 [2:25:48<31:08,  1.46it/s]
Training 3/3 epoch (loss 0.2973):  83%|████████▎ | 13316/16050 [2:25:48<28:05,  1.62it/s]
Training 3/3 epoch (loss 0.0002):  83%|████████▎ | 13316/16050 [2:25:49<28:05,  1.62it/s]
Training 3/3 epoch (loss 0.0002):  83%|████████▎ | 13317/16050 [2:25:49<25:16,  1.80it/s]
Training 3/3 epoch (loss 0.3126):  83%|████████▎ | 13317/16050 [2:25:49<25:16,  1.80it/s]
Training 3/3 epoch (loss 0.3126):  83%|████████▎ | 13318/16050 [2:25:49<24:07,  1.89it/s]
Training 3/3 epoch (loss 0.0002):  83%|████████▎ | 13318/16050 [2:25:49<24:07,  1.89it/s]
Training 3/3 epoch (loss 0.0002):  83%|████████▎ | 13319/16050 [2:25:49<22:53,  1.99it/s]
Training 3/3 epoch (loss 0.0259):  83%|████████▎ | 13319/16050 [2:25:50<22:53,  1.99it/s]
Training 3/3 epoch (loss 0.0259):  83%|████████▎ | 13320/16050 [2:25:50<23:28,  1.94it/s]
Training 3/3 epoch (loss 0.0000):  83%|████████▎ | 13320/16050 [2:25:51<23:28,  1.94it/s]
Training 3/3 epoch (loss 0.0000):  83%|████████▎ | 13321/16050 [2:25:51<24:31,  1.85it/s]
Training 3/3 epoch (loss 0.0068):  83%|████████▎ | 13321/16050 [2:25:51<24:31,  1.85it/s]
Training 3/3 epoch (loss 0.0068):  83%|████████▎ | 13322/16050 [2:25:51<24:21,  1.87it/s]
Training 3/3 epoch (loss 0.0022):  83%|████████▎ | 13322/16050 [2:25:52<24:21,  1.87it/s]
Training 3/3 epoch (loss 0.0022):  83%|████████▎ | 13323/16050 [2:25:52<22:47,  1.99it/s]
Training 3/3 epoch (loss 0.0216):  83%|████████▎ | 13323/16050 [2:25:52<22:47,  1.99it/s]
Training 3/3 epoch (loss 0.0216):  83%|████████▎ | 13324/16050 [2:25:52<27:05,  1.68it/s]
Training 3/3 epoch (loss 0.0040):  83%|████████▎ | 13324/16050 [2:25:53<27:05,  1.68it/s]
Training 3/3 epoch (loss 0.0040):  83%|████████▎ | 13325/16050 [2:25:53<26:51,  1.69it/s]
Training 3/3 epoch (loss 0.3528):  83%|████████▎ | 13325/16050 [2:25:53<26:51,  1.69it/s]
Training 3/3 epoch (loss 0.3528):  83%|████████▎ | 13326/16050 [2:25:53<23:50,  1.90it/s]
Training 3/3 epoch (loss 0.0126):  83%|████████▎ | 13326/16050 [2:25:54<23:50,  1.90it/s]
Training 3/3 epoch (loss 0.0126):  83%|████████▎ | 13327/16050 [2:25:54<21:33,  2.11it/s]
Training 3/3 epoch (loss 0.0023):  83%|████████▎ | 13327/16050 [2:25:54<21:33,  2.11it/s]
Training 3/3 epoch (loss 0.0023):  83%|████████▎ | 13328/16050 [2:25:54<23:23,  1.94it/s]
Training 3/3 epoch (loss 0.1586):  83%|████████▎ | 13328/16050 [2:25:55<23:23,  1.94it/s]
Training 3/3 epoch (loss 0.1586):  83%|████████▎ | 13329/16050 [2:25:55<21:17,  2.13it/s]
Training 3/3 epoch (loss 0.0001):  83%|████████▎ | 13329/16050 [2:25:55<21:17,  2.13it/s]
Training 3/3 epoch (loss 0.0001):  83%|████████▎ | 13330/16050 [2:25:55<22:18,  2.03it/s]
Training 3/3 epoch (loss 0.0085):  83%|████████▎ | 13330/16050 [2:25:56<22:18,  2.03it/s]
Training 3/3 epoch (loss 0.0085):  83%|████████▎ | 13331/16050 [2:25:56<24:14,  1.87it/s]
Training 3/3 epoch (loss 0.0036):  83%|████████▎ | 13331/16050 [2:25:56<24:14,  1.87it/s]
Training 3/3 epoch (loss 0.0036):  83%|████████▎ | 13332/16050 [2:25:56<25:25,  1.78it/s]
Training 3/3 epoch (loss 0.0103):  83%|████████▎ | 13332/16050 [2:25:57<25:25,  1.78it/s]
Training 3/3 epoch (loss 0.0103):  83%|████████▎ | 13333/16050 [2:25:57<23:59,  1.89it/s]
Training 3/3 epoch (loss 0.0401):  83%|████████▎ | 13333/16050 [2:25:58<23:59,  1.89it/s]
Training 3/3 epoch (loss 0.0401):  83%|████████▎ | 13334/16050 [2:25:58<25:50,  1.75it/s]
Training 3/3 epoch (loss 0.0240):  83%|████████▎ | 13334/16050 [2:25:58<25:50,  1.75it/s]
Training 3/3 epoch (loss 0.0240):  83%|████████▎ | 13335/16050 [2:25:58<24:51,  1.82it/s]
Training 3/3 epoch (loss 0.0636):  83%|████████▎ | 13335/16050 [2:25:59<24:51,  1.82it/s]
Training 3/3 epoch (loss 0.0636):  83%|████████▎ | 13336/16050 [2:25:59<27:15,  1.66it/s]
Training 3/3 epoch (loss 0.0161):  83%|████████▎ | 13336/16050 [2:25:59<27:15,  1.66it/s]
Training 3/3 epoch (loss 0.0161):  83%|████████▎ | 13337/16050 [2:25:59<26:12,  1.73it/s]
Training 3/3 epoch (loss 0.0061):  83%|████████▎ | 13337/16050 [2:26:00<26:12,  1.73it/s]
Training 3/3 epoch (loss 0.0061):  83%|████████▎ | 13338/16050 [2:26:00<24:18,  1.86it/s]
Training 3/3 epoch (loss 0.0497):  83%|████████▎ | 13338/16050 [2:26:00<24:18,  1.86it/s]
Training 3/3 epoch (loss 0.0497):  83%|████████▎ | 13339/16050 [2:26:00<25:10,  1.79it/s]
Training 3/3 epoch (loss 0.0592):  83%|████████▎ | 13339/16050 [2:26:01<25:10,  1.79it/s]
Training 3/3 epoch (loss 0.0592):  83%|████████▎ | 13340/16050 [2:26:01<25:41,  1.76it/s]
Training 3/3 epoch (loss 0.0015):  83%|████████▎ | 13340/16050 [2:26:02<25:41,  1.76it/s]
Training 3/3 epoch (loss 0.0015):  83%|████████▎ | 13341/16050 [2:26:02<26:13,  1.72it/s]
Training 3/3 epoch (loss 0.0087):  83%|████████▎ | 13341/16050 [2:26:02<26:13,  1.72it/s]
Training 3/3 epoch (loss 0.0087):  83%|████████▎ | 13342/16050 [2:26:02<24:24,  1.85it/s]
Training 3/3 epoch (loss 0.0008):  83%|████████▎ | 13342/16050 [2:26:02<24:24,  1.85it/s]
Training 3/3 epoch (loss 0.0008):  83%|████████▎ | 13343/16050 [2:26:02<22:23,  2.02it/s]
Training 3/3 epoch (loss 0.0003):  83%|████████▎ | 13343/16050 [2:26:03<22:23,  2.02it/s]
Training 3/3 epoch (loss 0.0003):  83%|████████▎ | 13344/16050 [2:26:03<21:22,  2.11it/s]
Training 3/3 epoch (loss 0.0646):  83%|████████▎ | 13344/16050 [2:26:03<21:22,  2.11it/s]
Training 3/3 epoch (loss 0.0646):  83%|████████▎ | 13345/16050 [2:26:03<20:37,  2.19it/s]
Training 3/3 epoch (loss 0.0097):  83%|████████▎ | 13345/16050 [2:26:04<20:37,  2.19it/s]
Training 3/3 epoch (loss 0.0097):  83%|████████▎ | 13346/16050 [2:26:04<21:16,  2.12it/s]
Training 3/3 epoch (loss 0.0005):  83%|████████▎ | 13346/16050 [2:26:04<21:16,  2.12it/s]
Training 3/3 epoch (loss 0.0005):  83%|████████▎ | 13347/16050 [2:26:04<22:06,  2.04it/s]
Training 3/3 epoch (loss 0.0582):  83%|████████▎ | 13347/16050 [2:26:05<22:06,  2.04it/s]
Training 3/3 epoch (loss 0.0582):  83%|████████▎ | 13348/16050 [2:26:05<26:18,  1.71it/s]
Training 3/3 epoch (loss 0.0067):  83%|████████▎ | 13348/16050 [2:26:06<26:18,  1.71it/s]
Training 3/3 epoch (loss 0.0067):  83%|████████▎ | 13349/16050 [2:26:06<29:08,  1.55it/s]
Training 3/3 epoch (loss 0.0010):  83%|████████▎ | 13349/16050 [2:26:06<29:08,  1.55it/s]
Training 3/3 epoch (loss 0.0010):  83%|████████▎ | 13350/16050 [2:26:06<25:46,  1.75it/s]
Training 3/3 epoch (loss 0.1079):  83%|████████▎ | 13350/16050 [2:26:07<25:46,  1.75it/s]
Training 3/3 epoch (loss 0.1079):  83%|████████▎ | 13351/16050 [2:26:07<23:28,  1.92it/s]
Training 3/3 epoch (loss 0.3491):  83%|████████▎ | 13351/16050 [2:26:09<23:28,  1.92it/s]
Training 3/3 epoch (loss 0.3491):  83%|████████▎ | 13352/16050 [2:26:09<46:22,  1.03s/it]
Training 3/3 epoch (loss 0.5655):  83%|████████▎ | 13352/16050 [2:26:09<46:22,  1.03s/it]
Training 3/3 epoch (loss 0.5655):  83%|████████▎ | 13353/16050 [2:26:09<38:05,  1.18it/s]
Training 3/3 epoch (loss 0.0166):  83%|████████▎ | 13353/16050 [2:26:10<38:05,  1.18it/s]
Training 3/3 epoch (loss 0.0166):  83%|████████▎ | 13354/16050 [2:26:10<36:19,  1.24it/s]
Training 3/3 epoch (loss 0.0002):  83%|████████▎ | 13354/16050 [2:26:10<36:19,  1.24it/s]
Training 3/3 epoch (loss 0.0002):  83%|████████▎ | 13355/16050 [2:26:10<30:54,  1.45it/s]
Training 3/3 epoch (loss 0.5263):  83%|████████▎ | 13355/16050 [2:26:11<30:54,  1.45it/s]
Training 3/3 epoch (loss 0.5263):  83%|████████▎ | 13356/16050 [2:26:11<27:16,  1.65it/s]
Training 3/3 epoch (loss 0.0033):  83%|████████▎ | 13356/16050 [2:26:11<27:16,  1.65it/s]
Training 3/3 epoch (loss 0.0033):  83%|████████▎ | 13357/16050 [2:26:11<26:15,  1.71it/s]
Training 3/3 epoch (loss 0.0179):  83%|████████▎ | 13357/16050 [2:26:12<26:15,  1.71it/s]
Training 3/3 epoch (loss 0.0179):  83%|████████▎ | 13358/16050 [2:26:12<27:05,  1.66it/s]
Training 3/3 epoch (loss 0.0108):  83%|████████▎ | 13358/16050 [2:26:12<27:05,  1.66it/s]
Training 3/3 epoch (loss 0.0108):  83%|████████▎ | 13359/16050 [2:26:12<25:14,  1.78it/s]
Training 3/3 epoch (loss 0.4026):  83%|████████▎ | 13359/16050 [2:26:13<25:14,  1.78it/s]
Training 3/3 epoch (loss 0.4026):  83%|████████▎ | 13360/16050 [2:26:13<23:39,  1.90it/s]
Training 3/3 epoch (loss 0.0673):  83%|████████▎ | 13360/16050 [2:26:14<23:39,  1.90it/s]
Training 3/3 epoch (loss 0.0673):  83%|████████▎ | 13361/16050 [2:26:14<24:52,  1.80it/s]
Training 3/3 epoch (loss 0.0183):  83%|████████▎ | 13361/16050 [2:26:14<24:52,  1.80it/s]
Training 3/3 epoch (loss 0.0183):  83%|████████▎ | 13362/16050 [2:26:14<26:28,  1.69it/s]
Training 3/3 epoch (loss 0.0006):  83%|████████▎ | 13362/16050 [2:26:15<26:28,  1.69it/s]
Training 3/3 epoch (loss 0.0006):  83%|████████▎ | 13363/16050 [2:26:15<27:01,  1.66it/s]
Training 3/3 epoch (loss 0.0073):  83%|████████▎ | 13363/16050 [2:26:16<27:01,  1.66it/s]
Training 3/3 epoch (loss 0.0073):  83%|████████▎ | 13364/16050 [2:26:16<27:41,  1.62it/s]
Training 3/3 epoch (loss 0.1744):  83%|████████▎ | 13364/16050 [2:26:16<27:41,  1.62it/s]
Training 3/3 epoch (loss 0.1744):  83%|████████▎ | 13365/16050 [2:26:16<26:30,  1.69it/s]
Training 3/3 epoch (loss 0.4087):  83%|████████▎ | 13365/16050 [2:26:16<26:30,  1.69it/s]
Training 3/3 epoch (loss 0.4087):  83%|████████▎ | 13366/16050 [2:26:16<24:24,  1.83it/s]
Training 3/3 epoch (loss 0.0323):  83%|████████▎ | 13366/16050 [2:26:17<24:24,  1.83it/s]
Training 3/3 epoch (loss 0.0323):  83%|████████▎ | 13367/16050 [2:26:17<22:44,  1.97it/s]
Training 3/3 epoch (loss 0.0863):  83%|████████▎ | 13367/16050 [2:26:17<22:44,  1.97it/s]
Training 3/3 epoch (loss 0.0863):  83%|████████▎ | 13368/16050 [2:26:17<22:45,  1.96it/s]
Training 3/3 epoch (loss 0.4288):  83%|████████▎ | 13368/16050 [2:26:18<22:45,  1.96it/s]
Training 3/3 epoch (loss 0.4288):  83%|████████▎ | 13369/16050 [2:26:18<23:58,  1.86it/s]
Training 3/3 epoch (loss 0.0025):  83%|████████▎ | 13369/16050 [2:26:19<23:58,  1.86it/s]
Training 3/3 epoch (loss 0.0025):  83%|████████▎ | 13370/16050 [2:26:19<26:32,  1.68it/s]
Training 3/3 epoch (loss 0.0000):  83%|████████▎ | 13370/16050 [2:26:19<26:32,  1.68it/s]
Training 3/3 epoch (loss 0.0000):  83%|████████▎ | 13371/16050 [2:26:19<24:50,  1.80it/s]
Training 3/3 epoch (loss 0.0181):  83%|████████▎ | 13371/16050 [2:26:20<24:50,  1.80it/s]
Training 3/3 epoch (loss 0.0181):  83%|████████▎ | 13372/16050 [2:26:20<25:49,  1.73it/s]
Training 3/3 epoch (loss 0.4039):  83%|████████▎ | 13372/16050 [2:26:21<25:49,  1.73it/s]
Training 3/3 epoch (loss 0.4039):  83%|████████▎ | 13373/16050 [2:26:21<28:58,  1.54it/s]
Training 3/3 epoch (loss 0.0111):  83%|████████▎ | 13373/16050 [2:26:21<28:58,  1.54it/s]
Training 3/3 epoch (loss 0.0111):  83%|████████▎ | 13374/16050 [2:26:21<26:29,  1.68it/s]
Training 3/3 epoch (loss 0.0138):  83%|████████▎ | 13374/16050 [2:26:22<26:29,  1.68it/s]
Training 3/3 epoch (loss 0.0138):  83%|████████▎ | 13375/16050 [2:26:22<25:18,  1.76it/s]
Training 3/3 epoch (loss 0.0598):  83%|████████▎ | 13375/16050 [2:26:22<25:18,  1.76it/s]
Training 3/3 epoch (loss 0.0598):  83%|████████▎ | 13376/16050 [2:26:22<24:59,  1.78it/s]
Training 3/3 epoch (loss 0.2928):  83%|████████▎ | 13376/16050 [2:26:23<24:59,  1.78it/s]
Training 3/3 epoch (loss 0.2928):  83%|████████▎ | 13377/16050 [2:26:23<22:28,  1.98it/s]
Training 3/3 epoch (loss 0.0060):  83%|████████▎ | 13377/16050 [2:26:23<22:28,  1.98it/s]
Training 3/3 epoch (loss 0.0060):  83%|████████▎ | 13378/16050 [2:26:23<22:51,  1.95it/s]
Training 3/3 epoch (loss 0.0283):  83%|████████▎ | 13378/16050 [2:26:24<22:51,  1.95it/s]
Training 3/3 epoch (loss 0.0283):  83%|████████▎ | 13379/16050 [2:26:24<22:39,  1.96it/s]
Training 3/3 epoch (loss 0.5187):  83%|████████▎ | 13379/16050 [2:26:24<22:39,  1.96it/s]
Training 3/3 epoch (loss 0.5187):  83%|████████▎ | 13380/16050 [2:26:24<24:10,  1.84it/s]
Training 3/3 epoch (loss 0.3358):  83%|████████▎ | 13380/16050 [2:26:25<24:10,  1.84it/s]
Training 3/3 epoch (loss 0.3358):  83%|████████▎ | 13381/16050 [2:26:25<22:13,  2.00it/s]
Training 3/3 epoch (loss 0.0033):  83%|████████▎ | 13381/16050 [2:26:25<22:13,  2.00it/s]
Training 3/3 epoch (loss 0.0033):  83%|████████▎ | 13382/16050 [2:26:25<26:25,  1.68it/s]
Training 3/3 epoch (loss 0.0500):  83%|████████▎ | 13382/16050 [2:26:26<26:25,  1.68it/s]
Training 3/3 epoch (loss 0.0500):  83%|████████▎ | 13383/16050 [2:26:26<26:37,  1.67it/s]
Training 3/3 epoch (loss 0.0085):  83%|████████▎ | 13383/16050 [2:26:27<26:37,  1.67it/s]
Training 3/3 epoch (loss 0.0085):  83%|████████▎ | 13384/16050 [2:26:27<26:52,  1.65it/s]
Training 3/3 epoch (loss 0.0008):  83%|████████▎ | 13384/16050 [2:26:27<26:52,  1.65it/s]
Training 3/3 epoch (loss 0.0008):  83%|████████▎ | 13385/16050 [2:26:27<25:31,  1.74it/s]
Training 3/3 epoch (loss 0.0228):  83%|████████▎ | 13385/16050 [2:26:28<25:31,  1.74it/s]
Training 3/3 epoch (loss 0.0228):  83%|████████▎ | 13386/16050 [2:26:28<25:01,  1.77it/s]
Training 3/3 epoch (loss 0.0674):  83%|████████▎ | 13386/16050 [2:26:28<25:01,  1.77it/s]
Training 3/3 epoch (loss 0.0674):  83%|████████▎ | 13387/16050 [2:26:28<26:03,  1.70it/s]
Training 3/3 epoch (loss 0.2093):  83%|████████▎ | 13387/16050 [2:26:29<26:03,  1.70it/s]
Training 3/3 epoch (loss 0.2093):  83%|████████▎ | 13388/16050 [2:26:29<26:56,  1.65it/s]
Training 3/3 epoch (loss 0.0210):  83%|████████▎ | 13388/16050 [2:26:30<26:56,  1.65it/s]
Training 3/3 epoch (loss 0.0210):  83%|████████▎ | 13389/16050 [2:26:30<27:10,  1.63it/s]
Training 3/3 epoch (loss 0.0331):  83%|████████▎ | 13389/16050 [2:26:30<27:10,  1.63it/s]
Training 3/3 epoch (loss 0.0331):  83%|████████▎ | 13390/16050 [2:26:30<26:14,  1.69it/s]
Training 3/3 epoch (loss 0.2688):  83%|████████▎ | 13390/16050 [2:26:31<26:14,  1.69it/s]
Training 3/3 epoch (loss 0.2688):  83%|████████▎ | 13391/16050 [2:26:31<23:37,  1.88it/s]
Training 3/3 epoch (loss 0.2213):  83%|████████▎ | 13391/16050 [2:26:31<23:37,  1.88it/s]
Training 3/3 epoch (loss 0.2213):  83%|████████▎ | 13392/16050 [2:26:31<22:03,  2.01it/s]
Training 3/3 epoch (loss 0.0010):  83%|████████▎ | 13392/16050 [2:26:32<22:03,  2.01it/s]
Training 3/3 epoch (loss 0.0010):  83%|████████▎ | 13393/16050 [2:26:32<24:49,  1.78it/s]
Training 3/3 epoch (loss 0.0193):  83%|████████▎ | 13393/16050 [2:26:32<24:49,  1.78it/s]
Training 3/3 epoch (loss 0.0193):  83%|████████▎ | 13394/16050 [2:26:32<27:45,  1.59it/s]
Training 3/3 epoch (loss 0.0465):  83%|████████▎ | 13394/16050 [2:26:33<27:45,  1.59it/s]
Training 3/3 epoch (loss 0.0465):  83%|████████▎ | 13395/16050 [2:26:33<27:27,  1.61it/s]
Training 3/3 epoch (loss 0.1461):  83%|████████▎ | 13395/16050 [2:26:34<27:27,  1.61it/s]
Training 3/3 epoch (loss 0.1461):  83%|████████▎ | 13396/16050 [2:26:34<26:21,  1.68it/s]
Training 3/3 epoch (loss 0.0534):  83%|████████▎ | 13396/16050 [2:26:34<26:21,  1.68it/s]
Training 3/3 epoch (loss 0.0534):  83%|████████▎ | 13397/16050 [2:26:34<24:19,  1.82it/s]
Training 3/3 epoch (loss 0.3282):  83%|████████▎ | 13397/16050 [2:26:35<24:19,  1.82it/s]
Training 3/3 epoch (loss 0.3282):  83%|████████▎ | 13398/16050 [2:26:35<27:47,  1.59it/s]
Training 3/3 epoch (loss 0.4999):  83%|████████▎ | 13398/16050 [2:26:35<27:47,  1.59it/s]
Training 3/3 epoch (loss 0.4999):  83%|████████▎ | 13399/16050 [2:26:35<27:32,  1.60it/s]
Training 3/3 epoch (loss 0.0059):  83%|████████▎ | 13399/16050 [2:26:36<27:32,  1.60it/s]
Training 3/3 epoch (loss 0.0059):  83%|████████▎ | 13400/16050 [2:26:36<26:15,  1.68it/s]
Training 3/3 epoch (loss 0.5319):  83%|████████▎ | 13400/16050 [2:26:36<26:15,  1.68it/s]
Training 3/3 epoch (loss 0.5319):  83%|████████▎ | 13401/16050 [2:26:36<24:31,  1.80it/s]
Training 3/3 epoch (loss 0.0090):  83%|████████▎ | 13401/16050 [2:26:37<24:31,  1.80it/s]
Training 3/3 epoch (loss 0.0090):  84%|████████▎ | 13402/16050 [2:26:37<24:56,  1.77it/s]
Training 3/3 epoch (loss 0.0174):  84%|████████▎ | 13402/16050 [2:26:38<24:56,  1.77it/s]
Training 3/3 epoch (loss 0.0174):  84%|████████▎ | 13403/16050 [2:26:38<23:38,  1.87it/s]
Training 3/3 epoch (loss 0.2004):  84%|████████▎ | 13403/16050 [2:26:38<23:38,  1.87it/s]
Training 3/3 epoch (loss 0.2004):  84%|████████▎ | 13404/16050 [2:26:38<22:01,  2.00it/s]
Training 3/3 epoch (loss 0.0477):  84%|████████▎ | 13404/16050 [2:26:39<22:01,  2.00it/s]
Training 3/3 epoch (loss 0.0477):  84%|████████▎ | 13405/16050 [2:26:39<24:55,  1.77it/s]
Training 3/3 epoch (loss 0.0308):  84%|████████▎ | 13405/16050 [2:26:39<24:55,  1.77it/s]
Training 3/3 epoch (loss 0.0308):  84%|████████▎ | 13406/16050 [2:26:39<23:05,  1.91it/s]
Training 3/3 epoch (loss 0.8862):  84%|████████▎ | 13406/16050 [2:26:39<23:05,  1.91it/s]
Training 3/3 epoch (loss 0.8862):  84%|████████▎ | 13407/16050 [2:26:39<20:13,  2.18it/s]
Training 3/3 epoch (loss 0.0006):  84%|████████▎ | 13407/16050 [2:26:40<20:13,  2.18it/s]
Training 3/3 epoch (loss 0.0006):  84%|████████▎ | 13408/16050 [2:26:40<19:42,  2.23it/s]
Training 3/3 epoch (loss 0.0065):  84%|████████▎ | 13408/16050 [2:26:40<19:42,  2.23it/s]
Training 3/3 epoch (loss 0.0065):  84%|████████▎ | 13409/16050 [2:26:40<22:23,  1.97it/s]
Training 3/3 epoch (loss 0.2276):  84%|████████▎ | 13409/16050 [2:26:41<22:23,  1.97it/s]
Training 3/3 epoch (loss 0.2276):  84%|████████▎ | 13410/16050 [2:26:41<20:26,  2.15it/s]
Training 3/3 epoch (loss 0.0159):  84%|████████▎ | 13410/16050 [2:26:41<20:26,  2.15it/s]
Training 3/3 epoch (loss 0.0159):  84%|████████▎ | 13411/16050 [2:26:41<21:53,  2.01it/s]
Training 3/3 epoch (loss 0.0231):  84%|████████▎ | 13411/16050 [2:26:42<21:53,  2.01it/s]
Training 3/3 epoch (loss 0.0231):  84%|████████▎ | 13412/16050 [2:26:42<22:25,  1.96it/s]
Training 3/3 epoch (loss 0.0217):  84%|████████▎ | 13412/16050 [2:26:42<22:25,  1.96it/s]
Training 3/3 epoch (loss 0.0217):  84%|████████▎ | 13413/16050 [2:26:42<22:01,  2.00it/s]
Training 3/3 epoch (loss 0.3517):  84%|████████▎ | 13413/16050 [2:26:43<22:01,  2.00it/s]
Training 3/3 epoch (loss 0.3517):  84%|████████▎ | 13414/16050 [2:26:43<23:24,  1.88it/s]
Training 3/3 epoch (loss 0.0028):  84%|████████▎ | 13414/16050 [2:26:44<23:24,  1.88it/s]
Training 3/3 epoch (loss 0.0028):  84%|████████▎ | 13415/16050 [2:26:44<24:35,  1.79it/s]
Training 3/3 epoch (loss 0.0060):  84%|████████▎ | 13415/16050 [2:26:44<24:35,  1.79it/s]
Training 3/3 epoch (loss 0.0060):  84%|████████▎ | 13416/16050 [2:26:44<22:38,  1.94it/s]
Training 3/3 epoch (loss 0.0124):  84%|████████▎ | 13416/16050 [2:26:44<22:38,  1.94it/s]
Training 3/3 epoch (loss 0.0124):  84%|████████▎ | 13417/16050 [2:26:44<21:08,  2.08it/s]
Training 3/3 epoch (loss 0.0045):  84%|████████▎ | 13417/16050 [2:26:45<21:08,  2.08it/s]
Training 3/3 epoch (loss 0.0045):  84%|████████▎ | 13418/16050 [2:26:45<21:24,  2.05it/s]
Training 3/3 epoch (loss 0.0001):  84%|████████▎ | 13418/16050 [2:26:46<21:24,  2.05it/s]
Training 3/3 epoch (loss 0.0001):  84%|████████▎ | 13419/16050 [2:26:46<23:09,  1.89it/s]
Training 3/3 epoch (loss 0.1993):  84%|████████▎ | 13419/16050 [2:26:48<23:09,  1.89it/s]
Training 3/3 epoch (loss 0.1993):  84%|████████▎ | 13420/16050 [2:26:48<45:23,  1.04s/it]
Training 3/3 epoch (loss 0.0166):  84%|████████▎ | 13420/16050 [2:26:48<45:23,  1.04s/it]
Training 3/3 epoch (loss 0.0166):  84%|████████▎ | 13421/16050 [2:26:48<40:32,  1.08it/s]
Training 3/3 epoch (loss 0.0043):  84%|████████▎ | 13421/16050 [2:26:49<40:32,  1.08it/s]
Training 3/3 epoch (loss 0.0043):  84%|████████▎ | 13422/16050 [2:26:49<34:10,  1.28it/s]
Training 3/3 epoch (loss 0.0060):  84%|████████▎ | 13422/16050 [2:26:49<34:10,  1.28it/s]
Training 3/3 epoch (loss 0.0060):  84%|████████▎ | 13423/16050 [2:26:49<29:19,  1.49it/s]
Training 3/3 epoch (loss 0.0014):  84%|████████▎ | 13423/16050 [2:26:50<29:19,  1.49it/s]
Training 3/3 epoch (loss 0.0014):  84%|████████▎ | 13424/16050 [2:26:50<27:40,  1.58it/s]
Training 3/3 epoch (loss 0.0060):  84%|████████▎ | 13424/16050 [2:26:50<27:40,  1.58it/s]
Training 3/3 epoch (loss 0.0060):  84%|████████▎ | 13425/16050 [2:26:50<25:52,  1.69it/s]
Training 3/3 epoch (loss 0.4643):  84%|████████▎ | 13425/16050 [2:26:51<25:52,  1.69it/s]
Training 3/3 epoch (loss 0.4643):  84%|████████▎ | 13426/16050 [2:26:51<24:56,  1.75it/s]
Training 3/3 epoch (loss 0.0003):  84%|████████▎ | 13426/16050 [2:26:51<24:56,  1.75it/s]
Training 3/3 epoch (loss 0.0003):  84%|████████▎ | 13427/16050 [2:26:51<22:07,  1.98it/s]
Training 3/3 epoch (loss 0.7796):  84%|████████▎ | 13427/16050 [2:26:52<22:07,  1.98it/s]
Training 3/3 epoch (loss 0.7796):  84%|████████▎ | 13428/16050 [2:26:52<20:51,  2.09it/s]
Training 3/3 epoch (loss 0.0396):  84%|████████▎ | 13428/16050 [2:26:52<20:51,  2.09it/s]
Training 3/3 epoch (loss 0.0396):  84%|████████▎ | 13429/16050 [2:26:52<21:06,  2.07it/s]
Training 3/3 epoch (loss 0.2760):  84%|████████▎ | 13429/16050 [2:26:53<21:06,  2.07it/s]
Training 3/3 epoch (loss 0.2760):  84%|████████▎ | 13430/16050 [2:26:53<20:49,  2.10it/s]
Training 3/3 epoch (loss 0.8696):  84%|████████▎ | 13430/16050 [2:26:53<20:49,  2.10it/s]
Training 3/3 epoch (loss 0.8696):  84%|████████▎ | 13431/16050 [2:26:53<18:40,  2.34it/s]
Training 3/3 epoch (loss 0.1758):  84%|████████▎ | 13431/16050 [2:26:53<18:40,  2.34it/s]
Training 3/3 epoch (loss 0.1758):  84%|████████▎ | 13432/16050 [2:26:53<19:04,  2.29it/s]
Training 3/3 epoch (loss 0.3817):  84%|████████▎ | 13432/16050 [2:26:56<19:04,  2.29it/s]
Training 3/3 epoch (loss 0.3817):  84%|████████▎ | 13433/16050 [2:26:56<44:09,  1.01s/it]
Training 3/3 epoch (loss 0.0009):  84%|████████▎ | 13433/16050 [2:26:56<44:09,  1.01s/it]
Training 3/3 epoch (loss 0.0009):  84%|████████▎ | 13434/16050 [2:26:56<36:18,  1.20it/s]
Training 3/3 epoch (loss 0.0007):  84%|████████▎ | 13434/16050 [2:26:57<36:18,  1.20it/s]
Training 3/3 epoch (loss 0.0007):  84%|████████▎ | 13435/16050 [2:26:57<30:45,  1.42it/s]
Training 3/3 epoch (loss 0.5724):  84%|████████▎ | 13435/16050 [2:26:57<30:45,  1.42it/s]
Training 3/3 epoch (loss 0.5724):  84%|████████▎ | 13436/16050 [2:26:57<27:27,  1.59it/s]
Training 3/3 epoch (loss 0.0010):  84%|████████▎ | 13436/16050 [2:26:57<27:27,  1.59it/s]
Training 3/3 epoch (loss 0.0010):  84%|████████▎ | 13437/16050 [2:26:57<25:19,  1.72it/s]
Training 3/3 epoch (loss 0.0966):  84%|████████▎ | 13437/16050 [2:26:59<25:19,  1.72it/s]
Training 3/3 epoch (loss 0.0966):  84%|████████▎ | 13438/16050 [2:26:59<31:04,  1.40it/s]
Training 3/3 epoch (loss 0.0045):  84%|████████▎ | 13438/16050 [2:26:59<31:04,  1.40it/s]
Training 3/3 epoch (loss 0.0045):  84%|████████▎ | 13439/16050 [2:26:59<29:15,  1.49it/s]
Training 3/3 epoch (loss 0.2987):  84%|████████▎ | 13439/16050 [2:27:00<29:15,  1.49it/s]
Training 3/3 epoch (loss 0.2987):  84%|████████▎ | 13440/16050 [2:27:00<26:36,  1.63it/s]
Training 3/3 epoch (loss 0.1789):  84%|████████▎ | 13440/16050 [2:27:02<26:36,  1.63it/s]
Training 3/3 epoch (loss 0.1789):  84%|████████▎ | 13441/16050 [2:27:02<47:42,  1.10s/it]
Training 3/3 epoch (loss 0.2820):  84%|████████▎ | 13441/16050 [2:27:03<47:42,  1.10s/it]
Training 3/3 epoch (loss 0.2820):  84%|████████▍ | 13442/16050 [2:27:03<43:56,  1.01s/it]
Training 3/3 epoch (loss 0.2367):  84%|████████▍ | 13442/16050 [2:27:05<43:56,  1.01s/it]
Training 3/3 epoch (loss 0.2367):  84%|████████▍ | 13443/16050 [2:27:05<1:01:02,  1.40s/it]
Training 3/3 epoch (loss 0.1206):  84%|████████▍ | 13443/16050 [2:27:05<1:01:02,  1.40s/it]
Training 3/3 epoch (loss 0.1206):  84%|████████▍ | 13444/16050 [2:27:05<48:21,  1.11s/it]  
Training 3/3 epoch (loss 0.0014):  84%|████████▍ | 13444/16050 [2:27:06<48:21,  1.11s/it]
Training 3/3 epoch (loss 0.0014):  84%|████████▍ | 13445/16050 [2:27:06<39:56,  1.09it/s]
Training 3/3 epoch (loss 0.0159):  84%|████████▍ | 13445/16050 [2:27:06<39:56,  1.09it/s]
Training 3/3 epoch (loss 0.0159):  84%|████████▍ | 13446/16050 [2:27:06<36:05,  1.20it/s]
Training 3/3 epoch (loss 0.0228):  84%|████████▍ | 13446/16050 [2:27:07<36:05,  1.20it/s]
Training 3/3 epoch (loss 0.0228):  84%|████████▍ | 13447/16050 [2:27:07<31:15,  1.39it/s]
Training 3/3 epoch (loss 0.0302):  84%|████████▍ | 13447/16050 [2:27:08<31:15,  1.39it/s]
Training 3/3 epoch (loss 0.0302):  84%|████████▍ | 13448/16050 [2:27:08<29:57,  1.45it/s]
Training 3/3 epoch (loss 0.1548):  84%|████████▍ | 13448/16050 [2:27:10<29:57,  1.45it/s]
Training 3/3 epoch (loss 0.1548):  84%|████████▍ | 13449/16050 [2:27:10<50:08,  1.16s/it]
Training 3/3 epoch (loss 0.0481):  84%|████████▍ | 13449/16050 [2:27:10<50:08,  1.16s/it]
Training 3/3 epoch (loss 0.0481):  84%|████████▍ | 13450/16050 [2:27:10<43:59,  1.02s/it]
Training 3/3 epoch (loss 0.3771):  84%|████████▍ | 13450/16050 [2:27:11<43:59,  1.02s/it]
Training 3/3 epoch (loss 0.3771):  84%|████████▍ | 13451/16050 [2:27:11<37:04,  1.17it/s]
Training 3/3 epoch (loss 0.4029):  84%|████████▍ | 13451/16050 [2:27:13<37:04,  1.17it/s]
Training 3/3 epoch (loss 0.4029):  84%|████████▍ | 13452/16050 [2:27:13<55:00,  1.27s/it]
Training 3/3 epoch (loss 1.2536):  84%|████████▍ | 13452/16050 [2:27:14<55:00,  1.27s/it]
Training 3/3 epoch (loss 1.2536):  84%|████████▍ | 13453/16050 [2:27:14<42:58,  1.01it/s]
Training 3/3 epoch (loss 0.0107):  84%|████████▍ | 13453/16050 [2:27:14<42:58,  1.01it/s]
Training 3/3 epoch (loss 0.0107):  84%|████████▍ | 13454/16050 [2:27:14<37:18,  1.16it/s]
Training 3/3 epoch (loss 0.0048):  84%|████████▍ | 13454/16050 [2:27:15<37:18,  1.16it/s]
Training 3/3 epoch (loss 0.0048):  84%|████████▍ | 13455/16050 [2:27:15<31:55,  1.36it/s]
Training 3/3 epoch (loss 0.0373):  84%|████████▍ | 13455/16050 [2:27:15<31:55,  1.36it/s]
Training 3/3 epoch (loss 0.0373):  84%|████████▍ | 13456/16050 [2:27:15<32:47,  1.32it/s]
Training 3/3 epoch (loss 0.0066):  84%|████████▍ | 13456/16050 [2:27:16<32:47,  1.32it/s]
Training 3/3 epoch (loss 0.0066):  84%|████████▍ | 13457/16050 [2:27:16<31:19,  1.38it/s]
Training 3/3 epoch (loss 0.0000):  84%|████████▍ | 13457/16050 [2:27:16<31:19,  1.38it/s]
Training 3/3 epoch (loss 0.0000):  84%|████████▍ | 13458/16050 [2:27:16<27:58,  1.54it/s]
Training 3/3 epoch (loss 0.0332):  84%|████████▍ | 13458/16050 [2:27:17<27:58,  1.54it/s]
Training 3/3 epoch (loss 0.0332):  84%|████████▍ | 13459/16050 [2:27:17<25:35,  1.69it/s]
Training 3/3 epoch (loss 0.0004):  84%|████████▍ | 13459/16050 [2:27:17<25:35,  1.69it/s]
Training 3/3 epoch (loss 0.0004):  84%|████████▍ | 13460/16050 [2:27:17<22:42,  1.90it/s]
Training 3/3 epoch (loss 0.0062):  84%|████████▍ | 13460/16050 [2:27:18<22:42,  1.90it/s]
Training 3/3 epoch (loss 0.0062):  84%|████████▍ | 13461/16050 [2:27:18<22:42,  1.90it/s]
Training 3/3 epoch (loss 0.3965):  84%|████████▍ | 13461/16050 [2:27:20<22:42,  1.90it/s]
Training 3/3 epoch (loss 0.3965):  84%|████████▍ | 13462/16050 [2:27:20<46:00,  1.07s/it]
Training 3/3 epoch (loss 0.0015):  84%|████████▍ | 13462/16050 [2:27:21<46:00,  1.07s/it]
Training 3/3 epoch (loss 0.0015):  84%|████████▍ | 13463/16050 [2:27:21<38:02,  1.13it/s]
Training 3/3 epoch (loss 0.0001):  84%|████████▍ | 13463/16050 [2:27:21<38:02,  1.13it/s]
Training 3/3 epoch (loss 0.0001):  84%|████████▍ | 13464/16050 [2:27:21<33:50,  1.27it/s]
Training 3/3 epoch (loss 0.0702):  84%|████████▍ | 13464/16050 [2:27:22<33:50,  1.27it/s]
Training 3/3 epoch (loss 0.0702):  84%|████████▍ | 13465/16050 [2:27:22<29:40,  1.45it/s]
Training 3/3 epoch (loss 0.3294):  84%|████████▍ | 13465/16050 [2:27:22<29:40,  1.45it/s]
Training 3/3 epoch (loss 0.3294):  84%|████████▍ | 13466/16050 [2:27:22<25:14,  1.71it/s]
Training 3/3 epoch (loss 0.0017):  84%|████████▍ | 13466/16050 [2:27:22<25:14,  1.71it/s]
Training 3/3 epoch (loss 0.0017):  84%|████████▍ | 13467/16050 [2:27:22<23:24,  1.84it/s]
Training 3/3 epoch (loss 0.2985):  84%|████████▍ | 13467/16050 [2:27:23<23:24,  1.84it/s]
Training 3/3 epoch (loss 0.2985):  84%|████████▍ | 13468/16050 [2:27:23<23:08,  1.86it/s]
Training 3/3 epoch (loss 0.0107):  84%|████████▍ | 13468/16050 [2:27:23<23:08,  1.86it/s]
Training 3/3 epoch (loss 0.0107):  84%|████████▍ | 13469/16050 [2:27:23<21:29,  2.00it/s]
Training 3/3 epoch (loss 0.0073):  84%|████████▍ | 13469/16050 [2:27:24<21:29,  2.00it/s]
Training 3/3 epoch (loss 0.0073):  84%|████████▍ | 13470/16050 [2:27:24<21:48,  1.97it/s]
Training 3/3 epoch (loss 0.3842):  84%|████████▍ | 13470/16050 [2:27:26<21:48,  1.97it/s]
Training 3/3 epoch (loss 0.3842):  84%|████████▍ | 13471/16050 [2:27:26<45:15,  1.05s/it]
Training 3/3 epoch (loss 0.0077):  84%|████████▍ | 13471/16050 [2:27:27<45:15,  1.05s/it]
Training 3/3 epoch (loss 0.0077):  84%|████████▍ | 13472/16050 [2:27:27<39:55,  1.08it/s]
Training 3/3 epoch (loss 0.0029):  84%|████████▍ | 13472/16050 [2:27:28<39:55,  1.08it/s]
Training 3/3 epoch (loss 0.0029):  84%|████████▍ | 13473/16050 [2:27:28<36:38,  1.17it/s]
Training 3/3 epoch (loss 0.0180):  84%|████████▍ | 13473/16050 [2:27:28<36:38,  1.17it/s]
Training 3/3 epoch (loss 0.0180):  84%|████████▍ | 13474/16050 [2:27:28<32:39,  1.31it/s]
Training 3/3 epoch (loss 0.0837):  84%|████████▍ | 13474/16050 [2:27:29<32:39,  1.31it/s]
Training 3/3 epoch (loss 0.0837):  84%|████████▍ | 13475/16050 [2:27:29<29:49,  1.44it/s]
Training 3/3 epoch (loss 0.4897):  84%|████████▍ | 13475/16050 [2:27:29<29:49,  1.44it/s]
Training 3/3 epoch (loss 0.4897):  84%|████████▍ | 13476/16050 [2:27:29<25:51,  1.66it/s]
Training 3/3 epoch (loss 0.0079):  84%|████████▍ | 13476/16050 [2:27:29<25:51,  1.66it/s]
Training 3/3 epoch (loss 0.0079):  84%|████████▍ | 13477/16050 [2:27:29<23:54,  1.79it/s]
Training 3/3 epoch (loss 0.0185):  84%|████████▍ | 13477/16050 [2:27:30<23:54,  1.79it/s]
Training 3/3 epoch (loss 0.0185):  84%|████████▍ | 13478/16050 [2:27:30<24:36,  1.74it/s]
Training 3/3 epoch (loss 0.0084):  84%|████████▍ | 13478/16050 [2:27:31<24:36,  1.74it/s]
Training 3/3 epoch (loss 0.0084):  84%|████████▍ | 13479/16050 [2:27:31<24:00,  1.78it/s]
Training 3/3 epoch (loss 0.0005):  84%|████████▍ | 13479/16050 [2:27:31<24:00,  1.78it/s]
Training 3/3 epoch (loss 0.0005):  84%|████████▍ | 13480/16050 [2:27:31<23:25,  1.83it/s]
Training 3/3 epoch (loss 0.3312):  84%|████████▍ | 13480/16050 [2:27:32<23:25,  1.83it/s]
Training 3/3 epoch (loss 0.3312):  84%|████████▍ | 13481/16050 [2:27:32<23:10,  1.85it/s]
Training 3/3 epoch (loss 0.0912):  84%|████████▍ | 13481/16050 [2:27:32<23:10,  1.85it/s]
Training 3/3 epoch (loss 0.0912):  84%|████████▍ | 13482/16050 [2:27:32<22:10,  1.93it/s]
Training 3/3 epoch (loss 0.0442):  84%|████████▍ | 13482/16050 [2:27:33<22:10,  1.93it/s]
Training 3/3 epoch (loss 0.0442):  84%|████████▍ | 13483/16050 [2:27:33<23:18,  1.84it/s]
Training 3/3 epoch (loss 0.0289):  84%|████████▍ | 13483/16050 [2:27:33<23:18,  1.84it/s]
Training 3/3 epoch (loss 0.0289):  84%|████████▍ | 13484/16050 [2:27:33<21:36,  1.98it/s]
Training 3/3 epoch (loss 0.1283):  84%|████████▍ | 13484/16050 [2:27:34<21:36,  1.98it/s]
Training 3/3 epoch (loss 0.1283):  84%|████████▍ | 13485/16050 [2:27:34<20:29,  2.09it/s]
Training 3/3 epoch (loss 0.0231):  84%|████████▍ | 13485/16050 [2:27:34<20:29,  2.09it/s]
Training 3/3 epoch (loss 0.0231):  84%|████████▍ | 13486/16050 [2:27:34<22:26,  1.90it/s]
Training 3/3 epoch (loss 0.0429):  84%|████████▍ | 13486/16050 [2:27:35<22:26,  1.90it/s]
Training 3/3 epoch (loss 0.0429):  84%|████████▍ | 13487/16050 [2:27:35<21:00,  2.03it/s]
Training 3/3 epoch (loss 0.0032):  84%|████████▍ | 13487/16050 [2:27:35<21:00,  2.03it/s]
Training 3/3 epoch (loss 0.0032):  84%|████████▍ | 13488/16050 [2:27:35<22:47,  1.87it/s]
Training 3/3 epoch (loss 0.0109):  84%|████████▍ | 13488/16050 [2:27:36<22:47,  1.87it/s]
Training 3/3 epoch (loss 0.0109):  84%|████████▍ | 13489/16050 [2:27:36<26:25,  1.62it/s]
Training 3/3 epoch (loss 0.0260):  84%|████████▍ | 13489/16050 [2:27:37<26:25,  1.62it/s]
Training 3/3 epoch (loss 0.0260):  84%|████████▍ | 13490/16050 [2:27:37<24:46,  1.72it/s]
Training 3/3 epoch (loss 0.0063):  84%|████████▍ | 13490/16050 [2:27:37<24:46,  1.72it/s]
Training 3/3 epoch (loss 0.0063):  84%|████████▍ | 13491/16050 [2:27:37<24:12,  1.76it/s]
Training 3/3 epoch (loss 0.0011):  84%|████████▍ | 13491/16050 [2:27:37<24:12,  1.76it/s]
Training 3/3 epoch (loss 0.0011):  84%|████████▍ | 13492/16050 [2:27:37<21:37,  1.97it/s]
Training 3/3 epoch (loss 0.0001):  84%|████████▍ | 13492/16050 [2:27:38<21:37,  1.97it/s]
Training 3/3 epoch (loss 0.0001):  84%|████████▍ | 13493/16050 [2:27:38<19:05,  2.23it/s]
Training 3/3 epoch (loss 0.3702):  84%|████████▍ | 13493/16050 [2:27:38<19:05,  2.23it/s]
Training 3/3 epoch (loss 0.3702):  84%|████████▍ | 13494/16050 [2:27:38<18:54,  2.25it/s]
Training 3/3 epoch (loss 0.2744):  84%|████████▍ | 13494/16050 [2:27:39<18:54,  2.25it/s]
Training 3/3 epoch (loss 0.2744):  84%|████████▍ | 13495/16050 [2:27:39<18:14,  2.33it/s]
Training 3/3 epoch (loss 0.3367):  84%|████████▍ | 13495/16050 [2:27:39<18:14,  2.33it/s]
Training 3/3 epoch (loss 0.3367):  84%|████████▍ | 13496/16050 [2:27:39<23:12,  1.83it/s]
Training 3/3 epoch (loss 0.0293):  84%|████████▍ | 13496/16050 [2:27:40<23:12,  1.83it/s]
Training 3/3 epoch (loss 0.0293):  84%|████████▍ | 13497/16050 [2:27:40<21:28,  1.98it/s]
Training 3/3 epoch (loss 0.0225):  84%|████████▍ | 13497/16050 [2:27:40<21:28,  1.98it/s]
Training 3/3 epoch (loss 0.0225):  84%|████████▍ | 13498/16050 [2:27:40<23:23,  1.82it/s]
Training 3/3 epoch (loss 0.0064):  84%|████████▍ | 13498/16050 [2:27:41<23:23,  1.82it/s]
Training 3/3 epoch (loss 0.0064):  84%|████████▍ | 13499/16050 [2:27:41<24:24,  1.74it/s]
Training 3/3 epoch (loss 0.2054):  84%|████████▍ | 13499/16050 [2:27:42<24:24,  1.74it/s]
Training 3/3 epoch (loss 0.2054):  84%|████████▍ | 13500/16050 [2:27:42<23:02,  1.84it/s]
Training 3/3 epoch (loss 0.0006):  84%|████████▍ | 13500/16050 [2:27:42<23:02,  1.84it/s]
Training 3/3 epoch (loss 0.0006):  84%|████████▍ | 13501/16050 [2:27:42<22:14,  1.91it/s]
Training 3/3 epoch (loss 0.0009):  84%|████████▍ | 13501/16050 [2:27:42<22:14,  1.91it/s]
Training 3/3 epoch (loss 0.0009):  84%|████████▍ | 13502/16050 [2:27:42<20:36,  2.06it/s]
Training 3/3 epoch (loss 0.3133):  84%|████████▍ | 13502/16050 [2:27:43<20:36,  2.06it/s]
Training 3/3 epoch (loss 0.3133):  84%|████████▍ | 13503/16050 [2:27:43<20:21,  2.08it/s]
Training 3/3 epoch (loss 0.1179):  84%|████████▍ | 13503/16050 [2:27:45<20:21,  2.08it/s]
Training 3/3 epoch (loss 0.1179):  84%|████████▍ | 13504/16050 [2:27:45<42:39,  1.01s/it]
Training 3/3 epoch (loss 0.0143):  84%|████████▍ | 13504/16050 [2:27:45<42:39,  1.01s/it]
Training 3/3 epoch (loss 0.0143):  84%|████████▍ | 13505/16050 [2:27:45<34:20,  1.24it/s]
Training 3/3 epoch (loss 0.0085):  84%|████████▍ | 13505/16050 [2:27:46<34:20,  1.24it/s]
Training 3/3 epoch (loss 0.0085):  84%|████████▍ | 13506/16050 [2:27:46<31:55,  1.33it/s]
Training 3/3 epoch (loss 0.0343):  84%|████████▍ | 13506/16050 [2:27:47<31:55,  1.33it/s]
Training 3/3 epoch (loss 0.0343):  84%|████████▍ | 13507/16050 [2:27:47<30:29,  1.39it/s]
Training 3/3 epoch (loss 0.0001):  84%|████████▍ | 13507/16050 [2:27:47<30:29,  1.39it/s]
Training 3/3 epoch (loss 0.0001):  84%|████████▍ | 13508/16050 [2:27:47<27:58,  1.51it/s]
Training 3/3 epoch (loss 0.4140):  84%|████████▍ | 13508/16050 [2:27:48<27:58,  1.51it/s]
Training 3/3 epoch (loss 0.4140):  84%|████████▍ | 13509/16050 [2:27:48<27:18,  1.55it/s]
Training 3/3 epoch (loss 0.4935):  84%|████████▍ | 13509/16050 [2:27:48<27:18,  1.55it/s]
Training 3/3 epoch (loss 0.4935):  84%|████████▍ | 13510/16050 [2:27:48<24:59,  1.69it/s]
Training 3/3 epoch (loss 0.0095):  84%|████████▍ | 13510/16050 [2:27:49<24:59,  1.69it/s]
Training 3/3 epoch (loss 0.0095):  84%|████████▍ | 13511/16050 [2:27:49<25:40,  1.65it/s]
Training 3/3 epoch (loss 0.0871):  84%|████████▍ | 13511/16050 [2:27:50<25:40,  1.65it/s]
Training 3/3 epoch (loss 0.0871):  84%|████████▍ | 13512/16050 [2:27:50<27:07,  1.56it/s]
Training 3/3 epoch (loss 0.0000):  84%|████████▍ | 13512/16050 [2:27:50<27:07,  1.56it/s]
Training 3/3 epoch (loss 0.0000):  84%|████████▍ | 13513/16050 [2:27:50<24:28,  1.73it/s]
Training 3/3 epoch (loss 0.0002):  84%|████████▍ | 13513/16050 [2:27:51<24:28,  1.73it/s]
Training 3/3 epoch (loss 0.0002):  84%|████████▍ | 13514/16050 [2:27:51<22:48,  1.85it/s]
Training 3/3 epoch (loss 0.0044):  84%|████████▍ | 13514/16050 [2:27:51<22:48,  1.85it/s]
Training 3/3 epoch (loss 0.0044):  84%|████████▍ | 13515/16050 [2:27:51<24:11,  1.75it/s]
Training 3/3 epoch (loss 0.0005):  84%|████████▍ | 13515/16050 [2:27:52<24:11,  1.75it/s]
Training 3/3 epoch (loss 0.0005):  84%|████████▍ | 13516/16050 [2:27:52<22:23,  1.89it/s]
Training 3/3 epoch (loss 0.0219):  84%|████████▍ | 13516/16050 [2:27:52<22:23,  1.89it/s]
Training 3/3 epoch (loss 0.0219):  84%|████████▍ | 13517/16050 [2:27:52<21:31,  1.96it/s]
Training 3/3 epoch (loss 0.4144):  84%|████████▍ | 13517/16050 [2:27:53<21:31,  1.96it/s]
Training 3/3 epoch (loss 0.4144):  84%|████████▍ | 13518/16050 [2:27:53<20:55,  2.02it/s]
Training 3/3 epoch (loss 0.0001):  84%|████████▍ | 13518/16050 [2:27:53<20:55,  2.02it/s]
Training 3/3 epoch (loss 0.0001):  84%|████████▍ | 13519/16050 [2:27:53<20:01,  2.11it/s]
Training 3/3 epoch (loss 0.0192):  84%|████████▍ | 13519/16050 [2:27:53<20:01,  2.11it/s]
Training 3/3 epoch (loss 0.0192):  84%|████████▍ | 13520/16050 [2:27:53<19:56,  2.12it/s]
Training 3/3 epoch (loss 0.0756):  84%|████████▍ | 13520/16050 [2:27:54<19:56,  2.12it/s]
Training 3/3 epoch (loss 0.0756):  84%|████████▍ | 13521/16050 [2:27:54<19:59,  2.11it/s]
Training 3/3 epoch (loss 0.0002):  84%|████████▍ | 13521/16050 [2:27:54<19:59,  2.11it/s]
Training 3/3 epoch (loss 0.0002):  84%|████████▍ | 13522/16050 [2:27:54<19:45,  2.13it/s]
Training 3/3 epoch (loss 0.3270):  84%|████████▍ | 13522/16050 [2:27:55<19:45,  2.13it/s]
Training 3/3 epoch (loss 0.3270):  84%|████████▍ | 13523/16050 [2:27:55<18:59,  2.22it/s]
Training 3/3 epoch (loss 0.0171):  84%|████████▍ | 13523/16050 [2:27:56<18:59,  2.22it/s]
Training 3/3 epoch (loss 0.0171):  84%|████████▍ | 13524/16050 [2:27:56<30:11,  1.39it/s]
Training 3/3 epoch (loss 0.3793):  84%|████████▍ | 13524/16050 [2:27:57<30:11,  1.39it/s]
Training 3/3 epoch (loss 0.3793):  84%|████████▍ | 13525/16050 [2:27:57<26:21,  1.60it/s]
Training 3/3 epoch (loss 0.0318):  84%|████████▍ | 13525/16050 [2:27:57<26:21,  1.60it/s]
Training 3/3 epoch (loss 0.0318):  84%|████████▍ | 13526/16050 [2:27:57<24:55,  1.69it/s]
Training 3/3 epoch (loss 0.4151):  84%|████████▍ | 13526/16050 [2:27:58<24:55,  1.69it/s]
Training 3/3 epoch (loss 0.4151):  84%|████████▍ | 13527/16050 [2:27:58<31:50,  1.32it/s]
Training 3/3 epoch (loss 0.0013):  84%|████████▍ | 13527/16050 [2:27:59<31:50,  1.32it/s]
Training 3/3 epoch (loss 0.0013):  84%|████████▍ | 13528/16050 [2:27:59<28:34,  1.47it/s]
Training 3/3 epoch (loss 0.5596):  84%|████████▍ | 13528/16050 [2:27:59<28:34,  1.47it/s]
Training 3/3 epoch (loss 0.5596):  84%|████████▍ | 13529/16050 [2:27:59<25:53,  1.62it/s]
Training 3/3 epoch (loss 0.2812):  84%|████████▍ | 13529/16050 [2:28:00<25:53,  1.62it/s]
Training 3/3 epoch (loss 0.2812):  84%|████████▍ | 13530/16050 [2:28:00<22:31,  1.86it/s]
Training 3/3 epoch (loss 0.2783):  84%|████████▍ | 13530/16050 [2:28:01<22:31,  1.86it/s]
Training 3/3 epoch (loss 0.2783):  84%|████████▍ | 13531/16050 [2:28:01<31:02,  1.35it/s]
Training 3/3 epoch (loss 0.0004):  84%|████████▍ | 13531/16050 [2:28:01<31:02,  1.35it/s]
Training 3/3 epoch (loss 0.0004):  84%|████████▍ | 13532/16050 [2:28:01<28:48,  1.46it/s]
Training 3/3 epoch (loss 0.0403):  84%|████████▍ | 13532/16050 [2:28:02<28:48,  1.46it/s]
Training 3/3 epoch (loss 0.0403):  84%|████████▍ | 13533/16050 [2:28:02<26:45,  1.57it/s]
Training 3/3 epoch (loss 0.0055):  84%|████████▍ | 13533/16050 [2:28:02<26:45,  1.57it/s]
Training 3/3 epoch (loss 0.0055):  84%|████████▍ | 13534/16050 [2:28:02<24:04,  1.74it/s]
Training 3/3 epoch (loss 0.0456):  84%|████████▍ | 13534/16050 [2:28:03<24:04,  1.74it/s]
Training 3/3 epoch (loss 0.0456):  84%|████████▍ | 13535/16050 [2:28:03<23:17,  1.80it/s]
Training 3/3 epoch (loss 0.0037):  84%|████████▍ | 13535/16050 [2:28:03<23:17,  1.80it/s]
Training 3/3 epoch (loss 0.0037):  84%|████████▍ | 13536/16050 [2:28:03<24:17,  1.73it/s]
Training 3/3 epoch (loss 0.3861):  84%|████████▍ | 13536/16050 [2:28:04<24:17,  1.73it/s]
Training 3/3 epoch (loss 0.3861):  84%|████████▍ | 13537/16050 [2:28:04<23:33,  1.78it/s]
Training 3/3 epoch (loss 0.0002):  84%|████████▍ | 13537/16050 [2:28:04<23:33,  1.78it/s]
Training 3/3 epoch (loss 0.0002):  84%|████████▍ | 13538/16050 [2:28:04<22:04,  1.90it/s]
Training 3/3 epoch (loss 0.0156):  84%|████████▍ | 13538/16050 [2:28:05<22:04,  1.90it/s]
Training 3/3 epoch (loss 0.0156):  84%|████████▍ | 13539/16050 [2:28:05<26:53,  1.56it/s]
Training 3/3 epoch (loss 0.0774):  84%|████████▍ | 13539/16050 [2:28:06<26:53,  1.56it/s]
Training 3/3 epoch (loss 0.0774):  84%|████████▍ | 13540/16050 [2:28:06<26:59,  1.55it/s]
Training 3/3 epoch (loss 0.0362):  84%|████████▍ | 13540/16050 [2:28:07<26:59,  1.55it/s]
Training 3/3 epoch (loss 0.0362):  84%|████████▍ | 13541/16050 [2:28:07<27:43,  1.51it/s]
Training 3/3 epoch (loss 0.1694):  84%|████████▍ | 13541/16050 [2:28:07<27:43,  1.51it/s]
Training 3/3 epoch (loss 0.1694):  84%|████████▍ | 13542/16050 [2:28:07<26:16,  1.59it/s]
Training 3/3 epoch (loss 0.2412):  84%|████████▍ | 13542/16050 [2:28:08<26:16,  1.59it/s]
Training 3/3 epoch (loss 0.2412):  84%|████████▍ | 13543/16050 [2:28:08<23:18,  1.79it/s]
Training 3/3 epoch (loss 0.0006):  84%|████████▍ | 13543/16050 [2:28:08<23:18,  1.79it/s]
Training 3/3 epoch (loss 0.0006):  84%|████████▍ | 13544/16050 [2:28:08<22:03,  1.89it/s]
Training 3/3 epoch (loss 0.1561):  84%|████████▍ | 13544/16050 [2:28:08<22:03,  1.89it/s]
Training 3/3 epoch (loss 0.1561):  84%|████████▍ | 13545/16050 [2:28:08<19:39,  2.12it/s]
Training 3/3 epoch (loss 0.0082):  84%|████████▍ | 13545/16050 [2:28:09<19:39,  2.12it/s]
Training 3/3 epoch (loss 0.0082):  84%|████████▍ | 13546/16050 [2:28:09<20:23,  2.05it/s]
Training 3/3 epoch (loss 0.5946):  84%|████████▍ | 13546/16050 [2:28:11<20:23,  2.05it/s]
Training 3/3 epoch (loss 0.5946):  84%|████████▍ | 13547/16050 [2:28:11<43:39,  1.05s/it]
Training 3/3 epoch (loss 0.0185):  84%|████████▍ | 13547/16050 [2:28:12<43:39,  1.05s/it]
Training 3/3 epoch (loss 0.0185):  84%|████████▍ | 13548/16050 [2:28:12<37:30,  1.11it/s]
Training 3/3 epoch (loss 0.0210):  84%|████████▍ | 13548/16050 [2:28:12<37:30,  1.11it/s]
Training 3/3 epoch (loss 0.0210):  84%|████████▍ | 13549/16050 [2:28:12<33:17,  1.25it/s]
Training 3/3 epoch (loss 0.1203):  84%|████████▍ | 13549/16050 [2:28:13<33:17,  1.25it/s]
Training 3/3 epoch (loss 0.1203):  84%|████████▍ | 13550/16050 [2:28:13<30:13,  1.38it/s]
Training 3/3 epoch (loss 0.0017):  84%|████████▍ | 13550/16050 [2:28:13<30:13,  1.38it/s]
Training 3/3 epoch (loss 0.0017):  84%|████████▍ | 13551/16050 [2:28:13<26:14,  1.59it/s]
Training 3/3 epoch (loss 0.2581):  84%|████████▍ | 13551/16050 [2:28:14<26:14,  1.59it/s]
Training 3/3 epoch (loss 0.2581):  84%|████████▍ | 13552/16050 [2:28:14<25:44,  1.62it/s]
Training 3/3 epoch (loss 0.1528):  84%|████████▍ | 13552/16050 [2:28:15<25:44,  1.62it/s]
Training 3/3 epoch (loss 0.1528):  84%|████████▍ | 13553/16050 [2:28:15<26:44,  1.56it/s]
Training 3/3 epoch (loss 0.0604):  84%|████████▍ | 13553/16050 [2:28:15<26:44,  1.56it/s]
Training 3/3 epoch (loss 0.0604):  84%|████████▍ | 13554/16050 [2:28:15<25:26,  1.64it/s]
Training 3/3 epoch (loss 0.2809):  84%|████████▍ | 13554/16050 [2:28:16<25:26,  1.64it/s]
Training 3/3 epoch (loss 0.2809):  84%|████████▍ | 13555/16050 [2:28:16<30:18,  1.37it/s]
Training 3/3 epoch (loss 0.3333):  84%|████████▍ | 13555/16050 [2:28:17<30:18,  1.37it/s]
Training 3/3 epoch (loss 0.3333):  84%|████████▍ | 13556/16050 [2:28:17<28:07,  1.48it/s]
Training 3/3 epoch (loss 0.0051):  84%|████████▍ | 13556/16050 [2:28:17<28:07,  1.48it/s]
Training 3/3 epoch (loss 0.0051):  84%|████████▍ | 13557/16050 [2:28:17<25:34,  1.62it/s]
Training 3/3 epoch (loss 0.0383):  84%|████████▍ | 13557/16050 [2:28:18<25:34,  1.62it/s]
Training 3/3 epoch (loss 0.0383):  84%|████████▍ | 13558/16050 [2:28:18<26:12,  1.58it/s]
Training 3/3 epoch (loss 0.0006):  84%|████████▍ | 13558/16050 [2:28:18<26:12,  1.58it/s]
Training 3/3 epoch (loss 0.0006):  84%|████████▍ | 13559/16050 [2:28:18<25:53,  1.60it/s]
Training 3/3 epoch (loss 0.6581):  84%|████████▍ | 13559/16050 [2:28:19<25:53,  1.60it/s]
Training 3/3 epoch (loss 0.6581):  84%|████████▍ | 13560/16050 [2:28:19<25:37,  1.62it/s]
Training 3/3 epoch (loss 0.0081):  84%|████████▍ | 13560/16050 [2:28:20<25:37,  1.62it/s]
Training 3/3 epoch (loss 0.0081):  84%|████████▍ | 13561/16050 [2:28:20<23:58,  1.73it/s]
Training 3/3 epoch (loss 0.1109):  84%|████████▍ | 13561/16050 [2:28:20<23:58,  1.73it/s]
Training 3/3 epoch (loss 0.1109):  84%|████████▍ | 13562/16050 [2:28:20<23:27,  1.77it/s]
Training 3/3 epoch (loss 0.2151):  84%|████████▍ | 13562/16050 [2:28:22<23:27,  1.77it/s]
Training 3/3 epoch (loss 0.2151):  85%|████████▍ | 13563/16050 [2:28:22<45:40,  1.10s/it]
Training 3/3 epoch (loss 0.0157):  85%|████████▍ | 13563/16050 [2:28:24<45:40,  1.10s/it]
Training 3/3 epoch (loss 0.0157):  85%|████████▍ | 13564/16050 [2:28:24<45:54,  1.11s/it]
Training 3/3 epoch (loss 0.0024):  85%|████████▍ | 13564/16050 [2:28:24<45:54,  1.11s/it]
Training 3/3 epoch (loss 0.0024):  85%|████████▍ | 13565/16050 [2:28:24<38:46,  1.07it/s]
Training 3/3 epoch (loss 0.0001):  85%|████████▍ | 13565/16050 [2:28:24<38:46,  1.07it/s]
Training 3/3 epoch (loss 0.0001):  85%|████████▍ | 13566/16050 [2:28:24<31:36,  1.31it/s]
Training 3/3 epoch (loss 0.3203):  85%|████████▍ | 13566/16050 [2:28:25<31:36,  1.31it/s]
Training 3/3 epoch (loss 0.3203):  85%|████████▍ | 13567/16050 [2:28:25<27:49,  1.49it/s]
Training 3/3 epoch (loss 0.0001):  85%|████████▍ | 13567/16050 [2:28:25<27:49,  1.49it/s]
Training 3/3 epoch (loss 0.0001):  85%|████████▍ | 13568/16050 [2:28:25<24:13,  1.71it/s]
Training 3/3 epoch (loss 0.0016):  85%|████████▍ | 13568/16050 [2:28:26<24:13,  1.71it/s]
Training 3/3 epoch (loss 0.0016):  85%|████████▍ | 13569/16050 [2:28:26<25:09,  1.64it/s]
Training 3/3 epoch (loss 0.0038):  85%|████████▍ | 13569/16050 [2:28:27<25:09,  1.64it/s]
Training 3/3 epoch (loss 0.0038):  85%|████████▍ | 13570/16050 [2:28:27<26:23,  1.57it/s]
Training 3/3 epoch (loss 0.0105):  85%|████████▍ | 13570/16050 [2:28:27<26:23,  1.57it/s]
Training 3/3 epoch (loss 0.0105):  85%|████████▍ | 13571/16050 [2:28:27<25:17,  1.63it/s]
Training 3/3 epoch (loss 0.2911):  85%|████████▍ | 13571/16050 [2:28:28<25:17,  1.63it/s]
Training 3/3 epoch (loss 0.2911):  85%|████████▍ | 13572/16050 [2:28:28<23:09,  1.78it/s]
Training 3/3 epoch (loss 0.6396):  85%|████████▍ | 13572/16050 [2:28:28<23:09,  1.78it/s]
Training 3/3 epoch (loss 0.6396):  85%|████████▍ | 13573/16050 [2:28:28<21:51,  1.89it/s]
Training 3/3 epoch (loss 0.2610):  85%|████████▍ | 13573/16050 [2:28:30<21:51,  1.89it/s]
Training 3/3 epoch (loss 0.2610):  85%|████████▍ | 13574/16050 [2:28:30<44:26,  1.08s/it]
Training 3/3 epoch (loss 0.1792):  85%|████████▍ | 13574/16050 [2:28:31<44:26,  1.08s/it]
Training 3/3 epoch (loss 0.1792):  85%|████████▍ | 13575/16050 [2:28:31<37:49,  1.09it/s]
Training 3/3 epoch (loss 0.0012):  85%|████████▍ | 13575/16050 [2:28:32<37:49,  1.09it/s]
Training 3/3 epoch (loss 0.0012):  85%|████████▍ | 13576/16050 [2:28:32<32:47,  1.26it/s]
Training 3/3 epoch (loss 0.0024):  85%|████████▍ | 13576/16050 [2:28:32<32:47,  1.26it/s]
Training 3/3 epoch (loss 0.0024):  85%|████████▍ | 13577/16050 [2:28:32<31:21,  1.31it/s]
Training 3/3 epoch (loss 0.0419):  85%|████████▍ | 13577/16050 [2:28:33<31:21,  1.31it/s]
Training 3/3 epoch (loss 0.0419):  85%|████████▍ | 13578/16050 [2:28:33<26:54,  1.53it/s]
Training 3/3 epoch (loss 0.2007):  85%|████████▍ | 13578/16050 [2:28:33<26:54,  1.53it/s]
Training 3/3 epoch (loss 0.2007):  85%|████████▍ | 13579/16050 [2:28:33<28:51,  1.43it/s]
Training 3/3 epoch (loss 0.0000):  85%|████████▍ | 13579/16050 [2:28:34<28:51,  1.43it/s]
Training 3/3 epoch (loss 0.0000):  85%|████████▍ | 13580/16050 [2:28:34<24:22,  1.69it/s]
Training 3/3 epoch (loss 0.1450):  85%|████████▍ | 13580/16050 [2:28:34<24:22,  1.69it/s]
Training 3/3 epoch (loss 0.1450):  85%|████████▍ | 13581/16050 [2:28:34<25:10,  1.63it/s]
Training 3/3 epoch (loss 0.0712):  85%|████████▍ | 13581/16050 [2:28:36<25:10,  1.63it/s]
Training 3/3 epoch (loss 0.0712):  85%|████████▍ | 13582/16050 [2:28:36<30:59,  1.33it/s]
Training 3/3 epoch (loss 0.0003):  85%|████████▍ | 13582/16050 [2:28:36<30:59,  1.33it/s]
Training 3/3 epoch (loss 0.0003):  85%|████████▍ | 13583/16050 [2:28:36<28:10,  1.46it/s]
Training 3/3 epoch (loss 0.0132):  85%|████████▍ | 13583/16050 [2:28:36<28:10,  1.46it/s]
Training 3/3 epoch (loss 0.0132):  85%|████████▍ | 13584/16050 [2:28:36<25:20,  1.62it/s]
Training 3/3 epoch (loss 0.0076):  85%|████████▍ | 13584/16050 [2:28:37<25:20,  1.62it/s]
Training 3/3 epoch (loss 0.0076):  85%|████████▍ | 13585/16050 [2:28:37<25:21,  1.62it/s]
Training 3/3 epoch (loss 0.0014):  85%|████████▍ | 13585/16050 [2:28:38<25:21,  1.62it/s]
Training 3/3 epoch (loss 0.0014):  85%|████████▍ | 13586/16050 [2:28:38<24:51,  1.65it/s]
Training 3/3 epoch (loss 0.3028):  85%|████████▍ | 13586/16050 [2:28:38<24:51,  1.65it/s]
Training 3/3 epoch (loss 0.3028):  85%|████████▍ | 13587/16050 [2:28:38<21:50,  1.88it/s]
Training 3/3 epoch (loss 0.3645):  85%|████████▍ | 13587/16050 [2:28:39<21:50,  1.88it/s]
Training 3/3 epoch (loss 0.3645):  85%|████████▍ | 13588/16050 [2:28:39<20:55,  1.96it/s]
Training 3/3 epoch (loss 0.0057):  85%|████████▍ | 13588/16050 [2:28:39<20:55,  1.96it/s]
Training 3/3 epoch (loss 0.0057):  85%|████████▍ | 13589/16050 [2:28:39<21:08,  1.94it/s]
Training 3/3 epoch (loss 0.0224):  85%|████████▍ | 13589/16050 [2:28:40<21:08,  1.94it/s]
Training 3/3 epoch (loss 0.0224):  85%|████████▍ | 13590/16050 [2:28:40<25:13,  1.63it/s]
Training 3/3 epoch (loss 0.0131):  85%|████████▍ | 13590/16050 [2:28:40<25:13,  1.63it/s]
Training 3/3 epoch (loss 0.0131):  85%|████████▍ | 13591/16050 [2:28:40<25:15,  1.62it/s]
Training 3/3 epoch (loss 0.2631):  85%|████████▍ | 13591/16050 [2:28:41<25:15,  1.62it/s]
Training 3/3 epoch (loss 0.2631):  85%|████████▍ | 13592/16050 [2:28:41<24:13,  1.69it/s]
Training 3/3 epoch (loss 0.0033):  85%|████████▍ | 13592/16050 [2:28:42<24:13,  1.69it/s]
Training 3/3 epoch (loss 0.0033):  85%|████████▍ | 13593/16050 [2:28:42<24:02,  1.70it/s]
Training 3/3 epoch (loss 0.2420):  85%|████████▍ | 13593/16050 [2:28:42<24:02,  1.70it/s]
Training 3/3 epoch (loss 0.2420):  85%|████████▍ | 13594/16050 [2:28:42<21:11,  1.93it/s]
Training 3/3 epoch (loss 0.0005):  85%|████████▍ | 13594/16050 [2:28:43<21:11,  1.93it/s]
Training 3/3 epoch (loss 0.0005):  85%|████████▍ | 13595/16050 [2:28:43<22:07,  1.85it/s]
Training 3/3 epoch (loss 0.0003):  85%|████████▍ | 13595/16050 [2:28:43<22:07,  1.85it/s]
Training 3/3 epoch (loss 0.0003):  85%|████████▍ | 13596/16050 [2:28:43<22:51,  1.79it/s]
Training 3/3 epoch (loss 0.0123):  85%|████████▍ | 13596/16050 [2:28:44<22:51,  1.79it/s]
Training 3/3 epoch (loss 0.0123):  85%|████████▍ | 13597/16050 [2:28:44<23:33,  1.74it/s]
Training 3/3 epoch (loss 0.0073):  85%|████████▍ | 13597/16050 [2:28:44<23:33,  1.74it/s]
Training 3/3 epoch (loss 0.0073):  85%|████████▍ | 13598/16050 [2:28:44<24:30,  1.67it/s]
Training 3/3 epoch (loss 0.3729):  85%|████████▍ | 13598/16050 [2:28:45<24:30,  1.67it/s]
Training 3/3 epoch (loss 0.3729):  85%|████████▍ | 13599/16050 [2:28:45<25:17,  1.61it/s]
Training 3/3 epoch (loss 0.0086):  85%|████████▍ | 13599/16050 [2:28:46<25:17,  1.61it/s]
Training 3/3 epoch (loss 0.0086):  85%|████████▍ | 13600/16050 [2:28:46<25:40,  1.59it/s]
Training 3/3 epoch (loss 0.0053):  85%|████████▍ | 13600/16050 [2:28:46<25:40,  1.59it/s]
Training 3/3 epoch (loss 0.0053):  85%|████████▍ | 13601/16050 [2:28:46<22:28,  1.82it/s]
Training 3/3 epoch (loss 0.0002):  85%|████████▍ | 13601/16050 [2:28:46<22:28,  1.82it/s]
Training 3/3 epoch (loss 0.0002):  85%|████████▍ | 13602/16050 [2:28:46<19:35,  2.08it/s]
Training 3/3 epoch (loss 0.0096):  85%|████████▍ | 13602/16050 [2:28:47<19:35,  2.08it/s]
Training 3/3 epoch (loss 0.0096):  85%|████████▍ | 13603/16050 [2:28:47<19:58,  2.04it/s]
Training 3/3 epoch (loss 0.0123):  85%|████████▍ | 13603/16050 [2:28:47<19:58,  2.04it/s]
Training 3/3 epoch (loss 0.0123):  85%|████████▍ | 13604/16050 [2:28:47<18:45,  2.17it/s]
Training 3/3 epoch (loss 0.0046):  85%|████████▍ | 13604/16050 [2:28:48<18:45,  2.17it/s]
Training 3/3 epoch (loss 0.0046):  85%|████████▍ | 13605/16050 [2:28:48<19:32,  2.09it/s]
Training 3/3 epoch (loss 0.5410):  85%|████████▍ | 13605/16050 [2:28:48<19:32,  2.09it/s]
Training 3/3 epoch (loss 0.5410):  85%|████████▍ | 13606/16050 [2:28:48<18:35,  2.19it/s]
Training 3/3 epoch (loss 0.3304):  85%|████████▍ | 13606/16050 [2:28:49<18:35,  2.19it/s]
Training 3/3 epoch (loss 0.3304):  85%|████████▍ | 13607/16050 [2:28:49<18:03,  2.25it/s]
Training 3/3 epoch (loss 0.3591):  85%|████████▍ | 13607/16050 [2:28:49<18:03,  2.25it/s]
Training 3/3 epoch (loss 0.3591):  85%|████████▍ | 13608/16050 [2:28:49<18:20,  2.22it/s]
Training 3/3 epoch (loss 0.4245):  85%|████████▍ | 13608/16050 [2:28:50<18:20,  2.22it/s]
Training 3/3 epoch (loss 0.4245):  85%|████████▍ | 13609/16050 [2:28:50<19:34,  2.08it/s]
Training 3/3 epoch (loss 0.3818):  85%|████████▍ | 13609/16050 [2:28:50<19:34,  2.08it/s]
Training 3/3 epoch (loss 0.3818):  85%|████████▍ | 13610/16050 [2:28:50<18:29,  2.20it/s]
Training 3/3 epoch (loss 0.1770):  85%|████████▍ | 13610/16050 [2:28:51<18:29,  2.20it/s]
Training 3/3 epoch (loss 0.1770):  85%|████████▍ | 13611/16050 [2:28:51<19:25,  2.09it/s]
Training 3/3 epoch (loss 0.0569):  85%|████████▍ | 13611/16050 [2:28:51<19:25,  2.09it/s]
Training 3/3 epoch (loss 0.0569):  85%|████████▍ | 13612/16050 [2:28:51<19:53,  2.04it/s]
Training 3/3 epoch (loss 0.0143):  85%|████████▍ | 13612/16050 [2:28:52<19:53,  2.04it/s]
Training 3/3 epoch (loss 0.0143):  85%|████████▍ | 13613/16050 [2:28:52<21:18,  1.91it/s]
Training 3/3 epoch (loss 0.3988):  85%|████████▍ | 13613/16050 [2:28:52<21:18,  1.91it/s]
Training 3/3 epoch (loss 0.3988):  85%|████████▍ | 13614/16050 [2:28:52<22:04,  1.84it/s]
Training 3/3 epoch (loss 0.0134):  85%|████████▍ | 13614/16050 [2:28:53<22:04,  1.84it/s]
Training 3/3 epoch (loss 0.0134):  85%|████████▍ | 13615/16050 [2:28:53<21:04,  1.93it/s]
Training 3/3 epoch (loss 0.0019):  85%|████████▍ | 13615/16050 [2:28:54<21:04,  1.93it/s]
Training 3/3 epoch (loss 0.0019):  85%|████████▍ | 13616/16050 [2:28:54<23:34,  1.72it/s]
Training 3/3 epoch (loss 0.0023):  85%|████████▍ | 13616/16050 [2:28:54<23:34,  1.72it/s]
Training 3/3 epoch (loss 0.0023):  85%|████████▍ | 13617/16050 [2:28:54<22:54,  1.77it/s]
Training 3/3 epoch (loss 0.0050):  85%|████████▍ | 13617/16050 [2:28:54<22:54,  1.77it/s]
Training 3/3 epoch (loss 0.0050):  85%|████████▍ | 13618/16050 [2:28:54<21:33,  1.88it/s]
Training 3/3 epoch (loss 0.0215):  85%|████████▍ | 13618/16050 [2:28:55<21:33,  1.88it/s]
Training 3/3 epoch (loss 0.0215):  85%|████████▍ | 13619/16050 [2:28:55<20:46,  1.95it/s]
Training 3/3 epoch (loss 0.0001):  85%|████████▍ | 13619/16050 [2:28:55<20:46,  1.95it/s]
Training 3/3 epoch (loss 0.0001):  85%|████████▍ | 13620/16050 [2:28:55<18:47,  2.15it/s]
Training 3/3 epoch (loss 0.3898):  85%|████████▍ | 13620/16050 [2:28:56<18:47,  2.15it/s]
Training 3/3 epoch (loss 0.3898):  85%|████████▍ | 13621/16050 [2:28:56<17:30,  2.31it/s]
Training 3/3 epoch (loss 0.4219):  85%|████████▍ | 13621/16050 [2:28:56<17:30,  2.31it/s]
Training 3/3 epoch (loss 0.4219):  85%|████████▍ | 13622/16050 [2:28:56<20:08,  2.01it/s]
Training 3/3 epoch (loss 0.0078):  85%|████████▍ | 13622/16050 [2:28:57<20:08,  2.01it/s]
Training 3/3 epoch (loss 0.0078):  85%|████████▍ | 13623/16050 [2:28:57<23:16,  1.74it/s]
Training 3/3 epoch (loss 0.1049):  85%|████████▍ | 13623/16050 [2:28:59<23:16,  1.74it/s]
Training 3/3 epoch (loss 0.1049):  85%|████████▍ | 13624/16050 [2:28:59<43:36,  1.08s/it]
Training 3/3 epoch (loss 0.0084):  85%|████████▍ | 13624/16050 [2:29:00<43:36,  1.08s/it]
Training 3/3 epoch (loss 0.0084):  85%|████████▍ | 13625/16050 [2:29:00<38:23,  1.05it/s]
Training 3/3 epoch (loss 0.0080):  85%|████████▍ | 13625/16050 [2:29:01<38:23,  1.05it/s]
Training 3/3 epoch (loss 0.0080):  85%|████████▍ | 13626/16050 [2:29:01<35:21,  1.14it/s]
Training 3/3 epoch (loss 0.0582):  85%|████████▍ | 13626/16050 [2:29:01<35:21,  1.14it/s]
Training 3/3 epoch (loss 0.0582):  85%|████████▍ | 13627/16050 [2:29:01<30:31,  1.32it/s]
Training 3/3 epoch (loss 0.0008):  85%|████████▍ | 13627/16050 [2:29:02<30:31,  1.32it/s]
Training 3/3 epoch (loss 0.0008):  85%|████████▍ | 13628/16050 [2:29:02<28:29,  1.42it/s]
Training 3/3 epoch (loss 0.3122):  85%|████████▍ | 13628/16050 [2:29:02<28:29,  1.42it/s]
Training 3/3 epoch (loss 0.3122):  85%|████████▍ | 13629/16050 [2:29:02<25:30,  1.58it/s]
Training 3/3 epoch (loss 0.0014):  85%|████████▍ | 13629/16050 [2:29:03<25:30,  1.58it/s]
Training 3/3 epoch (loss 0.0014):  85%|████████▍ | 13630/16050 [2:29:03<31:57,  1.26it/s]
Training 3/3 epoch (loss 0.0008):  85%|████████▍ | 13630/16050 [2:29:04<31:57,  1.26it/s]
Training 3/3 epoch (loss 0.0008):  85%|████████▍ | 13631/16050 [2:29:04<27:26,  1.47it/s]
Training 3/3 epoch (loss 0.0469):  85%|████████▍ | 13631/16050 [2:29:04<27:26,  1.47it/s]
Training 3/3 epoch (loss 0.0469):  85%|████████▍ | 13632/16050 [2:29:04<25:28,  1.58it/s]
Training 3/3 epoch (loss 0.0302):  85%|████████▍ | 13632/16050 [2:29:05<25:28,  1.58it/s]
Training 3/3 epoch (loss 0.0302):  85%|████████▍ | 13633/16050 [2:29:05<22:36,  1.78it/s]
Training 3/3 epoch (loss 0.0401):  85%|████████▍ | 13633/16050 [2:29:05<22:36,  1.78it/s]
Training 3/3 epoch (loss 0.0401):  85%|████████▍ | 13634/16050 [2:29:05<23:03,  1.75it/s]
Training 3/3 epoch (loss 0.0064):  85%|████████▍ | 13634/16050 [2:29:06<23:03,  1.75it/s]
Training 3/3 epoch (loss 0.0064):  85%|████████▍ | 13635/16050 [2:29:06<19:47,  2.03it/s]
Training 3/3 epoch (loss 0.0209):  85%|████████▍ | 13635/16050 [2:29:06<19:47,  2.03it/s]
Training 3/3 epoch (loss 0.0209):  85%|████████▍ | 13636/16050 [2:29:06<21:19,  1.89it/s]
Training 3/3 epoch (loss 0.0012):  85%|████████▍ | 13636/16050 [2:29:07<21:19,  1.89it/s]
Training 3/3 epoch (loss 0.0012):  85%|████████▍ | 13637/16050 [2:29:07<21:23,  1.88it/s]
Training 3/3 epoch (loss 0.0004):  85%|████████▍ | 13637/16050 [2:29:07<21:23,  1.88it/s]
Training 3/3 epoch (loss 0.0004):  85%|████████▍ | 13638/16050 [2:29:07<23:28,  1.71it/s]
Training 3/3 epoch (loss 0.0022):  85%|████████▍ | 13638/16050 [2:29:08<23:28,  1.71it/s]
Training 3/3 epoch (loss 0.0022):  85%|████████▍ | 13639/16050 [2:29:08<22:16,  1.80it/s]
Training 3/3 epoch (loss 0.0523):  85%|████████▍ | 13639/16050 [2:29:09<22:16,  1.80it/s]
Training 3/3 epoch (loss 0.0523):  85%|████████▍ | 13640/16050 [2:29:09<25:17,  1.59it/s]
Training 3/3 epoch (loss 0.0033):  85%|████████▍ | 13640/16050 [2:29:09<25:17,  1.59it/s]
Training 3/3 epoch (loss 0.0033):  85%|████████▍ | 13641/16050 [2:29:09<22:41,  1.77it/s]
Training 3/3 epoch (loss 0.0524):  85%|████████▍ | 13641/16050 [2:29:10<22:41,  1.77it/s]
Training 3/3 epoch (loss 0.0524):  85%|████████▍ | 13642/16050 [2:29:10<23:08,  1.73it/s]
Training 3/3 epoch (loss 0.0140):  85%|████████▍ | 13642/16050 [2:29:10<23:08,  1.73it/s]
Training 3/3 epoch (loss 0.0140):  85%|████████▌ | 13643/16050 [2:29:10<21:50,  1.84it/s]
Training 3/3 epoch (loss 0.0253):  85%|████████▌ | 13643/16050 [2:29:11<21:50,  1.84it/s]
Training 3/3 epoch (loss 0.0253):  85%|████████▌ | 13644/16050 [2:29:11<21:33,  1.86it/s]
Training 3/3 epoch (loss 0.2702):  85%|████████▌ | 13644/16050 [2:29:13<21:33,  1.86it/s]
Training 3/3 epoch (loss 0.2702):  85%|████████▌ | 13645/16050 [2:29:13<44:07,  1.10s/it]
Training 3/3 epoch (loss 0.0035):  85%|████████▌ | 13645/16050 [2:29:14<44:07,  1.10s/it]
Training 3/3 epoch (loss 0.0035):  85%|████████▌ | 13646/16050 [2:29:14<38:26,  1.04it/s]
Training 3/3 epoch (loss 0.0012):  85%|████████▌ | 13646/16050 [2:29:15<38:26,  1.04it/s]
Training 3/3 epoch (loss 0.0012):  85%|████████▌ | 13647/16050 [2:29:15<35:47,  1.12it/s]
Training 3/3 epoch (loss 0.3581):  85%|████████▌ | 13647/16050 [2:29:15<35:47,  1.12it/s]
Training 3/3 epoch (loss 0.3581):  85%|████████▌ | 13648/16050 [2:29:15<33:04,  1.21it/s]
Training 3/3 epoch (loss 0.0167):  85%|████████▌ | 13648/16050 [2:29:16<33:04,  1.21it/s]
Training 3/3 epoch (loss 0.0167):  85%|████████▌ | 13649/16050 [2:29:16<28:59,  1.38it/s]
Training 3/3 epoch (loss 0.1400):  85%|████████▌ | 13649/16050 [2:29:16<28:59,  1.38it/s]
Training 3/3 epoch (loss 0.1400):  85%|████████▌ | 13650/16050 [2:29:16<25:59,  1.54it/s]
Training 3/3 epoch (loss 0.0230):  85%|████████▌ | 13650/16050 [2:29:17<25:59,  1.54it/s]
Training 3/3 epoch (loss 0.0230):  85%|████████▌ | 13651/16050 [2:29:17<27:58,  1.43it/s]
Training 3/3 epoch (loss 0.0023):  85%|████████▌ | 13651/16050 [2:29:18<27:58,  1.43it/s]
Training 3/3 epoch (loss 0.0023):  85%|████████▌ | 13652/16050 [2:29:18<26:30,  1.51it/s]
Training 3/3 epoch (loss 0.0096):  85%|████████▌ | 13652/16050 [2:29:18<26:30,  1.51it/s]
Training 3/3 epoch (loss 0.0096):  85%|████████▌ | 13653/16050 [2:29:18<22:44,  1.76it/s]
Training 3/3 epoch (loss 0.0041):  85%|████████▌ | 13653/16050 [2:29:18<22:44,  1.76it/s]
Training 3/3 epoch (loss 0.0041):  85%|████████▌ | 13654/16050 [2:29:18<22:29,  1.78it/s]
Training 3/3 epoch (loss 0.2650):  85%|████████▌ | 13654/16050 [2:29:21<22:29,  1.78it/s]
Training 3/3 epoch (loss 0.2650):  85%|████████▌ | 13655/16050 [2:29:21<43:58,  1.10s/it]
Training 3/3 epoch (loss 0.0173):  85%|████████▌ | 13655/16050 [2:29:22<43:58,  1.10s/it]
Training 3/3 epoch (loss 0.0173):  85%|████████▌ | 13656/16050 [2:29:22<40:20,  1.01s/it]
Training 3/3 epoch (loss 0.0143):  85%|████████▌ | 13656/16050 [2:29:23<40:20,  1.01s/it]
Training 3/3 epoch (loss 0.0143):  85%|████████▌ | 13657/16050 [2:29:23<39:21,  1.01it/s]
Training 3/3 epoch (loss 0.0156):  85%|████████▌ | 13657/16050 [2:29:23<39:21,  1.01it/s]
Training 3/3 epoch (loss 0.0156):  85%|████████▌ | 13658/16050 [2:29:23<32:33,  1.22it/s]
Training 3/3 epoch (loss 0.2153):  85%|████████▌ | 13658/16050 [2:29:23<32:33,  1.22it/s]
Training 3/3 epoch (loss 0.2153):  85%|████████▌ | 13659/16050 [2:29:23<27:41,  1.44it/s]
Training 3/3 epoch (loss 0.0087):  85%|████████▌ | 13659/16050 [2:29:24<27:41,  1.44it/s]
Training 3/3 epoch (loss 0.0087):  85%|████████▌ | 13660/16050 [2:29:24<29:35,  1.35it/s]
Training 3/3 epoch (loss 0.0219):  85%|████████▌ | 13660/16050 [2:29:25<29:35,  1.35it/s]
Training 3/3 epoch (loss 0.0219):  85%|████████▌ | 13661/16050 [2:29:25<28:31,  1.40it/s]
Training 3/3 epoch (loss 0.4211):  85%|████████▌ | 13661/16050 [2:29:26<28:31,  1.40it/s]
Training 3/3 epoch (loss 0.4211):  85%|████████▌ | 13662/16050 [2:29:26<28:23,  1.40it/s]
Training 3/3 epoch (loss 0.0188):  85%|████████▌ | 13662/16050 [2:29:26<28:23,  1.40it/s]
Training 3/3 epoch (loss 0.0188):  85%|████████▌ | 13663/16050 [2:29:26<27:40,  1.44it/s]
Training 3/3 epoch (loss 0.0261):  85%|████████▌ | 13663/16050 [2:29:27<27:40,  1.44it/s]
Training 3/3 epoch (loss 0.0261):  85%|████████▌ | 13664/16050 [2:29:27<26:01,  1.53it/s]
Training 3/3 epoch (loss 0.2950):  85%|████████▌ | 13664/16050 [2:29:27<26:01,  1.53it/s]
Training 3/3 epoch (loss 0.2950):  85%|████████▌ | 13665/16050 [2:29:27<22:49,  1.74it/s]
Training 3/3 epoch (loss 0.1168):  85%|████████▌ | 13665/16050 [2:29:28<22:49,  1.74it/s]
Training 3/3 epoch (loss 0.1168):  85%|████████▌ | 13666/16050 [2:29:28<20:11,  1.97it/s]
Training 3/3 epoch (loss 0.0001):  85%|████████▌ | 13666/16050 [2:29:28<20:11,  1.97it/s]
Training 3/3 epoch (loss 0.0001):  85%|████████▌ | 13667/16050 [2:29:28<19:38,  2.02it/s]
Training 3/3 epoch (loss 0.2896):  85%|████████▌ | 13667/16050 [2:29:29<19:38,  2.02it/s]
Training 3/3 epoch (loss 0.2896):  85%|████████▌ | 13668/16050 [2:29:29<20:55,  1.90it/s]
Training 3/3 epoch (loss 0.2954):  85%|████████▌ | 13668/16050 [2:29:29<20:55,  1.90it/s]
Training 3/3 epoch (loss 0.2954):  85%|████████▌ | 13669/16050 [2:29:29<20:28,  1.94it/s]
Training 3/3 epoch (loss 0.0057):  85%|████████▌ | 13669/16050 [2:29:30<20:28,  1.94it/s]
Training 3/3 epoch (loss 0.0057):  85%|████████▌ | 13670/16050 [2:29:30<19:19,  2.05it/s]
Training 3/3 epoch (loss 0.4255):  85%|████████▌ | 13670/16050 [2:29:30<19:19,  2.05it/s]
Training 3/3 epoch (loss 0.4255):  85%|████████▌ | 13671/16050 [2:29:30<19:13,  2.06it/s]
Training 3/3 epoch (loss 0.0831):  85%|████████▌ | 13671/16050 [2:29:31<19:13,  2.06it/s]
Training 3/3 epoch (loss 0.0831):  85%|████████▌ | 13672/16050 [2:29:31<23:17,  1.70it/s]
Training 3/3 epoch (loss 0.0189):  85%|████████▌ | 13672/16050 [2:29:32<23:17,  1.70it/s]
Training 3/3 epoch (loss 0.0189):  85%|████████▌ | 13673/16050 [2:29:32<31:36,  1.25it/s]
Training 3/3 epoch (loss 0.0021):  85%|████████▌ | 13673/16050 [2:29:33<31:36,  1.25it/s]
Training 3/3 epoch (loss 0.0021):  85%|████████▌ | 13674/16050 [2:29:33<28:43,  1.38it/s]
Training 3/3 epoch (loss 0.3049):  85%|████████▌ | 13674/16050 [2:29:33<28:43,  1.38it/s]
Training 3/3 epoch (loss 0.3049):  85%|████████▌ | 13675/16050 [2:29:33<25:29,  1.55it/s]
Training 3/3 epoch (loss 0.0032):  85%|████████▌ | 13675/16050 [2:29:34<25:29,  1.55it/s]
Training 3/3 epoch (loss 0.0032):  85%|████████▌ | 13676/16050 [2:29:34<25:03,  1.58it/s]
Training 3/3 epoch (loss 0.0192):  85%|████████▌ | 13676/16050 [2:29:35<25:03,  1.58it/s]
Training 3/3 epoch (loss 0.0192):  85%|████████▌ | 13677/16050 [2:29:35<27:48,  1.42it/s]
Training 3/3 epoch (loss 0.0358):  85%|████████▌ | 13677/16050 [2:29:35<27:48,  1.42it/s]
Training 3/3 epoch (loss 0.0358):  85%|████████▌ | 13678/16050 [2:29:35<26:45,  1.48it/s]
Training 3/3 epoch (loss 0.2304):  85%|████████▌ | 13678/16050 [2:29:37<26:45,  1.48it/s]
Training 3/3 epoch (loss 0.2304):  85%|████████▌ | 13679/16050 [2:29:37<45:23,  1.15s/it]
Training 3/3 epoch (loss 0.0003):  85%|████████▌ | 13679/16050 [2:29:38<45:23,  1.15s/it]
Training 3/3 epoch (loss 0.0003):  85%|████████▌ | 13680/16050 [2:29:38<39:11,  1.01it/s]
Training 3/3 epoch (loss 0.0000):  85%|████████▌ | 13680/16050 [2:29:39<39:11,  1.01it/s]
Training 3/3 epoch (loss 0.0000):  85%|████████▌ | 13681/16050 [2:29:39<33:52,  1.17it/s]
Training 3/3 epoch (loss 0.0114):  85%|████████▌ | 13681/16050 [2:29:39<33:52,  1.17it/s]
Training 3/3 epoch (loss 0.0114):  85%|████████▌ | 13682/16050 [2:29:39<30:10,  1.31it/s]
Training 3/3 epoch (loss 0.0023):  85%|████████▌ | 13682/16050 [2:29:40<30:10,  1.31it/s]
Training 3/3 epoch (loss 0.0023):  85%|████████▌ | 13683/16050 [2:29:40<26:24,  1.49it/s]
Training 3/3 epoch (loss 0.0230):  85%|████████▌ | 13683/16050 [2:29:40<26:24,  1.49it/s]
Training 3/3 epoch (loss 0.0230):  85%|████████▌ | 13684/16050 [2:29:40<23:52,  1.65it/s]
Training 3/3 epoch (loss 0.0152):  85%|████████▌ | 13684/16050 [2:29:41<23:52,  1.65it/s]
Training 3/3 epoch (loss 0.0152):  85%|████████▌ | 13685/16050 [2:29:41<23:01,  1.71it/s]
Training 3/3 epoch (loss 0.0005):  85%|████████▌ | 13685/16050 [2:29:41<23:01,  1.71it/s]
Training 3/3 epoch (loss 0.0005):  85%|████████▌ | 13686/16050 [2:29:41<21:32,  1.83it/s]
Training 3/3 epoch (loss 0.3125):  85%|████████▌ | 13686/16050 [2:29:42<21:32,  1.83it/s]
Training 3/3 epoch (loss 0.3125):  85%|████████▌ | 13687/16050 [2:29:42<22:13,  1.77it/s]
Training 3/3 epoch (loss 0.0842):  85%|████████▌ | 13687/16050 [2:29:42<22:13,  1.77it/s]
Training 3/3 epoch (loss 0.0842):  85%|████████▌ | 13688/16050 [2:29:42<21:48,  1.80it/s]
Training 3/3 epoch (loss 0.0713):  85%|████████▌ | 13688/16050 [2:29:43<21:48,  1.80it/s]
Training 3/3 epoch (loss 0.0713):  85%|████████▌ | 13689/16050 [2:29:43<25:19,  1.55it/s]
Training 3/3 epoch (loss 0.0000):  85%|████████▌ | 13689/16050 [2:29:44<25:19,  1.55it/s]
Training 3/3 epoch (loss 0.0000):  85%|████████▌ | 13690/16050 [2:29:44<22:46,  1.73it/s]
Training 3/3 epoch (loss 0.0335):  85%|████████▌ | 13690/16050 [2:29:44<22:46,  1.73it/s]
Training 3/3 epoch (loss 0.0335):  85%|████████▌ | 13691/16050 [2:29:44<23:10,  1.70it/s]
Training 3/3 epoch (loss 0.0438):  85%|████████▌ | 13691/16050 [2:29:45<23:10,  1.70it/s]
Training 3/3 epoch (loss 0.0438):  85%|████████▌ | 13692/16050 [2:29:45<24:01,  1.64it/s]
Training 3/3 epoch (loss 0.0058):  85%|████████▌ | 13692/16050 [2:29:45<24:01,  1.64it/s]
Training 3/3 epoch (loss 0.0058):  85%|████████▌ | 13693/16050 [2:29:45<20:54,  1.88it/s]
Training 3/3 epoch (loss 0.0064):  85%|████████▌ | 13693/16050 [2:29:46<20:54,  1.88it/s]
Training 3/3 epoch (loss 0.0064):  85%|████████▌ | 13694/16050 [2:29:46<29:12,  1.34it/s]
Training 3/3 epoch (loss 0.0024):  85%|████████▌ | 13694/16050 [2:29:47<29:12,  1.34it/s]
Training 3/3 epoch (loss 0.0024):  85%|████████▌ | 13695/16050 [2:29:47<30:14,  1.30it/s]
Training 3/3 epoch (loss 0.0605):  85%|████████▌ | 13695/16050 [2:29:48<30:14,  1.30it/s]
Training 3/3 epoch (loss 0.0605):  85%|████████▌ | 13696/16050 [2:29:48<28:09,  1.39it/s]
Training 3/3 epoch (loss 0.2889):  85%|████████▌ | 13696/16050 [2:29:49<28:09,  1.39it/s]
Training 3/3 epoch (loss 0.2889):  85%|████████▌ | 13697/16050 [2:29:49<29:18,  1.34it/s]
Training 3/3 epoch (loss 0.5622):  85%|████████▌ | 13697/16050 [2:29:49<29:18,  1.34it/s]
Training 3/3 epoch (loss 0.5622):  85%|████████▌ | 13698/16050 [2:29:49<25:14,  1.55it/s]
Training 3/3 epoch (loss 0.0047):  85%|████████▌ | 13698/16050 [2:29:49<25:14,  1.55it/s]
Training 3/3 epoch (loss 0.0047):  85%|████████▌ | 13699/16050 [2:29:49<22:26,  1.75it/s]
Training 3/3 epoch (loss 0.3962):  85%|████████▌ | 13699/16050 [2:29:50<22:26,  1.75it/s]
Training 3/3 epoch (loss 0.3962):  85%|████████▌ | 13700/16050 [2:29:50<19:17,  2.03it/s]
Training 3/3 epoch (loss 0.6053):  85%|████████▌ | 13700/16050 [2:29:50<19:17,  2.03it/s]
Training 3/3 epoch (loss 0.6053):  85%|████████▌ | 13701/16050 [2:29:50<20:26,  1.91it/s]
Training 3/3 epoch (loss 0.1819):  85%|████████▌ | 13701/16050 [2:29:51<20:26,  1.91it/s]
Training 3/3 epoch (loss 0.1819):  85%|████████▌ | 13702/16050 [2:29:51<19:34,  2.00it/s]
Training 3/3 epoch (loss 0.1848):  85%|████████▌ | 13702/16050 [2:29:51<19:34,  2.00it/s]
Training 3/3 epoch (loss 0.1848):  85%|████████▌ | 13703/16050 [2:29:51<21:32,  1.82it/s]
Training 3/3 epoch (loss 0.1808):  85%|████████▌ | 13703/16050 [2:29:52<21:32,  1.82it/s]
Training 3/3 epoch (loss 0.1808):  85%|████████▌ | 13704/16050 [2:29:52<22:19,  1.75it/s]
Training 3/3 epoch (loss 0.0001):  85%|████████▌ | 13704/16050 [2:29:52<22:19,  1.75it/s]
Training 3/3 epoch (loss 0.0001):  85%|████████▌ | 13705/16050 [2:29:52<20:26,  1.91it/s]
Training 3/3 epoch (loss 0.0531):  85%|████████▌ | 13705/16050 [2:29:53<20:26,  1.91it/s]
Training 3/3 epoch (loss 0.0531):  85%|████████▌ | 13706/16050 [2:29:53<22:05,  1.77it/s]
Training 3/3 epoch (loss 0.0077):  85%|████████▌ | 13706/16050 [2:29:54<22:05,  1.77it/s]
Training 3/3 epoch (loss 0.0077):  85%|████████▌ | 13707/16050 [2:29:54<23:06,  1.69it/s]
Training 3/3 epoch (loss 0.1666):  85%|████████▌ | 13707/16050 [2:29:54<23:06,  1.69it/s]
Training 3/3 epoch (loss 0.1666):  85%|████████▌ | 13708/16050 [2:29:54<20:57,  1.86it/s]
Training 3/3 epoch (loss 0.0850):  85%|████████▌ | 13708/16050 [2:29:55<20:57,  1.86it/s]
Training 3/3 epoch (loss 0.0850):  85%|████████▌ | 13709/16050 [2:29:55<21:31,  1.81it/s]
Training 3/3 epoch (loss 0.0001):  85%|████████▌ | 13709/16050 [2:29:55<21:31,  1.81it/s]
Training 3/3 epoch (loss 0.0001):  85%|████████▌ | 13710/16050 [2:29:55<21:59,  1.77it/s]
Training 3/3 epoch (loss 0.0010):  85%|████████▌ | 13710/16050 [2:29:56<21:59,  1.77it/s]
Training 3/3 epoch (loss 0.0010):  85%|████████▌ | 13711/16050 [2:29:56<21:03,  1.85it/s]
Training 3/3 epoch (loss 0.0500):  85%|████████▌ | 13711/16050 [2:29:56<21:03,  1.85it/s]
Training 3/3 epoch (loss 0.0500):  85%|████████▌ | 13712/16050 [2:29:56<20:59,  1.86it/s]
Training 3/3 epoch (loss 0.1268):  85%|████████▌ | 13712/16050 [2:29:57<20:59,  1.86it/s]
Training 3/3 epoch (loss 0.1268):  85%|████████▌ | 13713/16050 [2:29:57<19:51,  1.96it/s]
Training 3/3 epoch (loss 0.0004):  85%|████████▌ | 13713/16050 [2:29:57<19:51,  1.96it/s]
Training 3/3 epoch (loss 0.0004):  85%|████████▌ | 13714/16050 [2:29:57<18:31,  2.10it/s]
Training 3/3 epoch (loss 0.0256):  85%|████████▌ | 13714/16050 [2:29:58<18:31,  2.10it/s]
Training 3/3 epoch (loss 0.0256):  85%|████████▌ | 13715/16050 [2:29:58<20:20,  1.91it/s]
Training 3/3 epoch (loss 0.0028):  85%|████████▌ | 13715/16050 [2:29:58<20:20,  1.91it/s]
Training 3/3 epoch (loss 0.0028):  85%|████████▌ | 13716/16050 [2:29:58<20:13,  1.92it/s]
Training 3/3 epoch (loss 0.0040):  85%|████████▌ | 13716/16050 [2:29:59<20:13,  1.92it/s]
Training 3/3 epoch (loss 0.0040):  85%|████████▌ | 13717/16050 [2:29:59<20:09,  1.93it/s]
Training 3/3 epoch (loss 0.0002):  85%|████████▌ | 13717/16050 [2:29:59<20:09,  1.93it/s]
Training 3/3 epoch (loss 0.0002):  85%|████████▌ | 13718/16050 [2:29:59<19:19,  2.01it/s]
Training 3/3 epoch (loss 0.4204):  85%|████████▌ | 13718/16050 [2:30:01<19:19,  2.01it/s]
Training 3/3 epoch (loss 0.4204):  85%|████████▌ | 13719/16050 [2:30:01<31:58,  1.21it/s]
Training 3/3 epoch (loss 0.0043):  85%|████████▌ | 13719/16050 [2:30:01<31:58,  1.21it/s]
Training 3/3 epoch (loss 0.0043):  85%|████████▌ | 13720/16050 [2:30:01<28:49,  1.35it/s]
Training 3/3 epoch (loss 0.1943):  85%|████████▌ | 13720/16050 [2:30:02<28:49,  1.35it/s]
Training 3/3 epoch (loss 0.1943):  85%|████████▌ | 13721/16050 [2:30:02<24:45,  1.57it/s]
Training 3/3 epoch (loss 0.0046):  85%|████████▌ | 13721/16050 [2:30:02<24:45,  1.57it/s]
Training 3/3 epoch (loss 0.0046):  85%|████████▌ | 13722/16050 [2:30:02<22:46,  1.70it/s]
Training 3/3 epoch (loss 0.0119):  85%|████████▌ | 13722/16050 [2:30:03<22:46,  1.70it/s]
Training 3/3 epoch (loss 0.0119):  86%|████████▌ | 13723/16050 [2:30:03<20:39,  1.88it/s]
Training 3/3 epoch (loss 0.0057):  86%|████████▌ | 13723/16050 [2:30:04<20:39,  1.88it/s]
Training 3/3 epoch (loss 0.0057):  86%|████████▌ | 13724/16050 [2:30:04<23:17,  1.66it/s]
Training 3/3 epoch (loss 0.0483):  86%|████████▌ | 13724/16050 [2:30:04<23:17,  1.66it/s]
Training 3/3 epoch (loss 0.0483):  86%|████████▌ | 13725/16050 [2:30:04<25:30,  1.52it/s]
Training 3/3 epoch (loss 0.0135):  86%|████████▌ | 13725/16050 [2:30:05<25:30,  1.52it/s]
Training 3/3 epoch (loss 0.0135):  86%|████████▌ | 13726/16050 [2:30:05<23:12,  1.67it/s]
Training 3/3 epoch (loss 0.0201):  86%|████████▌ | 13726/16050 [2:30:05<23:12,  1.67it/s]
Training 3/3 epoch (loss 0.0201):  86%|████████▌ | 13727/16050 [2:30:05<24:34,  1.58it/s]
Training 3/3 epoch (loss 0.1068):  86%|████████▌ | 13727/16050 [2:30:06<24:34,  1.58it/s]
Training 3/3 epoch (loss 0.1068):  86%|████████▌ | 13728/16050 [2:30:06<23:01,  1.68it/s]
Training 3/3 epoch (loss 0.0053):  86%|████████▌ | 13728/16050 [2:30:07<23:01,  1.68it/s]
Training 3/3 epoch (loss 0.0053):  86%|████████▌ | 13729/16050 [2:30:07<25:45,  1.50it/s]
Training 3/3 epoch (loss 0.0220):  86%|████████▌ | 13729/16050 [2:30:08<25:45,  1.50it/s]
Training 3/3 epoch (loss 0.0220):  86%|████████▌ | 13730/16050 [2:30:08<27:05,  1.43it/s]
Training 3/3 epoch (loss 0.0100):  86%|████████▌ | 13730/16050 [2:30:08<27:05,  1.43it/s]
Training 3/3 epoch (loss 0.0100):  86%|████████▌ | 13731/16050 [2:30:08<27:12,  1.42it/s]
Training 3/3 epoch (loss 0.0165):  86%|████████▌ | 13731/16050 [2:30:09<27:12,  1.42it/s]
Training 3/3 epoch (loss 0.0165):  86%|████████▌ | 13732/16050 [2:30:09<25:25,  1.52it/s]
Training 3/3 epoch (loss 0.0078):  86%|████████▌ | 13732/16050 [2:30:09<25:25,  1.52it/s]
Training 3/3 epoch (loss 0.0078):  86%|████████▌ | 13733/16050 [2:30:09<23:19,  1.66it/s]
Training 3/3 epoch (loss 0.0011):  86%|████████▌ | 13733/16050 [2:30:10<23:19,  1.66it/s]
Training 3/3 epoch (loss 0.0011):  86%|████████▌ | 13734/16050 [2:30:10<21:42,  1.78it/s]
Training 3/3 epoch (loss 0.1685):  86%|████████▌ | 13734/16050 [2:30:10<21:42,  1.78it/s]
Training 3/3 epoch (loss 0.1685):  86%|████████▌ | 13735/16050 [2:30:10<21:08,  1.82it/s]
Training 3/3 epoch (loss 0.0140):  86%|████████▌ | 13735/16050 [2:30:11<21:08,  1.82it/s]
Training 3/3 epoch (loss 0.0140):  86%|████████▌ | 13736/16050 [2:30:11<19:43,  1.96it/s]
Training 3/3 epoch (loss 0.0434):  86%|████████▌ | 13736/16050 [2:30:11<19:43,  1.96it/s]
Training 3/3 epoch (loss 0.0434):  86%|████████▌ | 13737/16050 [2:30:11<20:46,  1.86it/s]
Training 3/3 epoch (loss 0.2971):  86%|████████▌ | 13737/16050 [2:30:12<20:46,  1.86it/s]
Training 3/3 epoch (loss 0.2971):  86%|████████▌ | 13738/16050 [2:30:12<21:16,  1.81it/s]
Training 3/3 epoch (loss 0.0060):  86%|████████▌ | 13738/16050 [2:30:13<21:16,  1.81it/s]
Training 3/3 epoch (loss 0.0060):  86%|████████▌ | 13739/16050 [2:30:13<27:18,  1.41it/s]
Training 3/3 epoch (loss 0.3596):  86%|████████▌ | 13739/16050 [2:30:14<27:18,  1.41it/s]
Training 3/3 epoch (loss 0.3596):  86%|████████▌ | 13740/16050 [2:30:14<26:34,  1.45it/s]
Training 3/3 epoch (loss 0.0005):  86%|████████▌ | 13740/16050 [2:30:14<26:34,  1.45it/s]
Training 3/3 epoch (loss 0.0005):  86%|████████▌ | 13741/16050 [2:30:14<23:14,  1.66it/s]
Training 3/3 epoch (loss 0.0361):  86%|████████▌ | 13741/16050 [2:30:15<23:14,  1.66it/s]
Training 3/3 epoch (loss 0.0361):  86%|████████▌ | 13742/16050 [2:30:15<25:36,  1.50it/s]
Training 3/3 epoch (loss 0.0327):  86%|████████▌ | 13742/16050 [2:30:15<25:36,  1.50it/s]
Training 3/3 epoch (loss 0.0327):  86%|████████▌ | 13743/16050 [2:30:15<23:22,  1.64it/s]
Training 3/3 epoch (loss 0.0115):  86%|████████▌ | 13743/16050 [2:30:16<23:22,  1.64it/s]
Training 3/3 epoch (loss 0.0115):  86%|████████▌ | 13744/16050 [2:30:16<21:43,  1.77it/s]
Training 3/3 epoch (loss 0.2107):  86%|████████▌ | 13744/16050 [2:30:16<21:43,  1.77it/s]
Training 3/3 epoch (loss 0.2107):  86%|████████▌ | 13745/16050 [2:30:16<18:50,  2.04it/s]
Training 3/3 epoch (loss 0.0161):  86%|████████▌ | 13745/16050 [2:30:17<18:50,  2.04it/s]
Training 3/3 epoch (loss 0.0161):  86%|████████▌ | 13746/16050 [2:30:17<20:13,  1.90it/s]
Training 3/3 epoch (loss 0.0000):  86%|████████▌ | 13746/16050 [2:30:17<20:13,  1.90it/s]
Training 3/3 epoch (loss 0.0000):  86%|████████▌ | 13747/16050 [2:30:17<20:13,  1.90it/s]
Training 3/3 epoch (loss 0.0500):  86%|████████▌ | 13747/16050 [2:30:18<20:13,  1.90it/s]
Training 3/3 epoch (loss 0.0500):  86%|████████▌ | 13748/16050 [2:30:18<20:53,  1.84it/s]
Training 3/3 epoch (loss 0.0009):  86%|████████▌ | 13748/16050 [2:30:19<20:53,  1.84it/s]
Training 3/3 epoch (loss 0.0009):  86%|████████▌ | 13749/16050 [2:30:19<22:38,  1.69it/s]
Training 3/3 epoch (loss 0.0002):  86%|████████▌ | 13749/16050 [2:30:19<22:38,  1.69it/s]
Training 3/3 epoch (loss 0.0002):  86%|████████▌ | 13750/16050 [2:30:19<20:34,  1.86it/s]
Training 3/3 epoch (loss 0.1354):  86%|████████▌ | 13750/16050 [2:30:21<20:34,  1.86it/s]
Training 3/3 epoch (loss 0.1354):  86%|████████▌ | 13751/16050 [2:30:21<41:27,  1.08s/it]
Training 3/3 epoch (loss 0.3582):  86%|████████▌ | 13751/16050 [2:30:22<41:27,  1.08s/it]
Training 3/3 epoch (loss 0.3582):  86%|████████▌ | 13752/16050 [2:30:22<33:08,  1.16it/s]
Training 3/3 epoch (loss 0.0123):  86%|████████▌ | 13752/16050 [2:30:22<33:08,  1.16it/s]
Training 3/3 epoch (loss 0.0123):  86%|████████▌ | 13753/16050 [2:30:22<30:20,  1.26it/s]
Training 3/3 epoch (loss 0.1661):  86%|████████▌ | 13753/16050 [2:30:23<30:20,  1.26it/s]
Training 3/3 epoch (loss 0.1661):  86%|████████▌ | 13754/16050 [2:30:23<27:25,  1.40it/s]
Training 3/3 epoch (loss 0.1209):  86%|████████▌ | 13754/16050 [2:30:23<27:25,  1.40it/s]
Training 3/3 epoch (loss 0.1209):  86%|████████▌ | 13755/16050 [2:30:23<24:30,  1.56it/s]
Training 3/3 epoch (loss 0.0004):  86%|████████▌ | 13755/16050 [2:30:24<24:30,  1.56it/s]
Training 3/3 epoch (loss 0.0004):  86%|████████▌ | 13756/16050 [2:30:24<24:13,  1.58it/s]
Training 3/3 epoch (loss 0.0024):  86%|████████▌ | 13756/16050 [2:30:25<24:13,  1.58it/s]
Training 3/3 epoch (loss 0.0024):  86%|████████▌ | 13757/16050 [2:30:25<33:20,  1.15it/s]
Training 3/3 epoch (loss 0.0416):  86%|████████▌ | 13757/16050 [2:30:26<33:20,  1.15it/s]
Training 3/3 epoch (loss 0.0416):  86%|████████▌ | 13758/16050 [2:30:26<27:29,  1.39it/s]
Training 3/3 epoch (loss 0.0061):  86%|████████▌ | 13758/16050 [2:30:26<27:29,  1.39it/s]
Training 3/3 epoch (loss 0.0061):  86%|████████▌ | 13759/16050 [2:30:26<26:25,  1.45it/s]
Training 3/3 epoch (loss 0.0125):  86%|████████▌ | 13759/16050 [2:30:27<26:25,  1.45it/s]
Training 3/3 epoch (loss 0.0125):  86%|████████▌ | 13760/16050 [2:30:27<25:53,  1.47it/s]
Training 3/3 epoch (loss 0.0092):  86%|████████▌ | 13760/16050 [2:30:28<25:53,  1.47it/s]
Training 3/3 epoch (loss 0.0092):  86%|████████▌ | 13761/16050 [2:30:28<25:48,  1.48it/s]
Training 3/3 epoch (loss 0.0005):  86%|████████▌ | 13761/16050 [2:30:28<25:48,  1.48it/s]
Training 3/3 epoch (loss 0.0005):  86%|████████▌ | 13762/16050 [2:30:28<22:50,  1.67it/s]
Training 3/3 epoch (loss 0.0088):  86%|████████▌ | 13762/16050 [2:30:29<22:50,  1.67it/s]
Training 3/3 epoch (loss 0.0088):  86%|████████▌ | 13763/16050 [2:30:29<22:53,  1.67it/s]
Training 3/3 epoch (loss 0.0034):  86%|████████▌ | 13763/16050 [2:30:29<22:53,  1.67it/s]
Training 3/3 epoch (loss 0.0034):  86%|████████▌ | 13764/16050 [2:30:29<23:43,  1.61it/s]
Training 3/3 epoch (loss 0.0013):  86%|████████▌ | 13764/16050 [2:30:30<23:43,  1.61it/s]
Training 3/3 epoch (loss 0.0013):  86%|████████▌ | 13765/16050 [2:30:30<23:14,  1.64it/s]
Training 3/3 epoch (loss 0.2673):  86%|████████▌ | 13765/16050 [2:30:30<23:14,  1.64it/s]
Training 3/3 epoch (loss 0.2673):  86%|████████▌ | 13766/16050 [2:30:30<21:23,  1.78it/s]
Training 3/3 epoch (loss 0.0001):  86%|████████▌ | 13766/16050 [2:30:31<21:23,  1.78it/s]
Training 3/3 epoch (loss 0.0001):  86%|████████▌ | 13767/16050 [2:30:31<19:23,  1.96it/s]
Training 3/3 epoch (loss 0.0005):  86%|████████▌ | 13767/16050 [2:30:32<19:23,  1.96it/s]
Training 3/3 epoch (loss 0.0005):  86%|████████▌ | 13768/16050 [2:30:32<22:27,  1.69it/s]
Training 3/3 epoch (loss 0.0000):  86%|████████▌ | 13768/16050 [2:30:32<22:27,  1.69it/s]
Training 3/3 epoch (loss 0.0000):  86%|████████▌ | 13769/16050 [2:30:32<21:00,  1.81it/s]
Training 3/3 epoch (loss 0.4169):  86%|████████▌ | 13769/16050 [2:30:33<21:00,  1.81it/s]
Training 3/3 epoch (loss 0.4169):  86%|████████▌ | 13770/16050 [2:30:33<22:13,  1.71it/s]
Training 3/3 epoch (loss 0.0841):  86%|████████▌ | 13770/16050 [2:30:33<22:13,  1.71it/s]
Training 3/3 epoch (loss 0.0841):  86%|████████▌ | 13771/16050 [2:30:33<22:39,  1.68it/s]
Training 3/3 epoch (loss 0.0037):  86%|████████▌ | 13771/16050 [2:30:34<22:39,  1.68it/s]
Training 3/3 epoch (loss 0.0037):  86%|████████▌ | 13772/16050 [2:30:34<23:16,  1.63it/s]
Training 3/3 epoch (loss 0.0063):  86%|████████▌ | 13772/16050 [2:30:35<23:16,  1.63it/s]
Training 3/3 epoch (loss 0.0063):  86%|████████▌ | 13773/16050 [2:30:35<22:46,  1.67it/s]
Training 3/3 epoch (loss 0.0044):  86%|████████▌ | 13773/16050 [2:30:35<22:46,  1.67it/s]
Training 3/3 epoch (loss 0.0044):  86%|████████▌ | 13774/16050 [2:30:35<23:33,  1.61it/s]
Training 3/3 epoch (loss 0.0000):  86%|████████▌ | 13774/16050 [2:30:36<23:33,  1.61it/s]
Training 3/3 epoch (loss 0.0000):  86%|████████▌ | 13775/16050 [2:30:36<21:04,  1.80it/s]
Training 3/3 epoch (loss 0.3108):  86%|████████▌ | 13775/16050 [2:30:36<21:04,  1.80it/s]
Training 3/3 epoch (loss 0.3108):  86%|████████▌ | 13776/16050 [2:30:36<19:25,  1.95it/s]
Training 3/3 epoch (loss 0.0090):  86%|████████▌ | 13776/16050 [2:30:36<19:25,  1.95it/s]
Training 3/3 epoch (loss 0.0090):  86%|████████▌ | 13777/16050 [2:30:36<19:04,  1.99it/s]
Training 3/3 epoch (loss 0.0002):  86%|████████▌ | 13777/16050 [2:30:37<19:04,  1.99it/s]
Training 3/3 epoch (loss 0.0002):  86%|████████▌ | 13778/16050 [2:30:37<18:31,  2.04it/s]
Training 3/3 epoch (loss 0.2636):  86%|████████▌ | 13778/16050 [2:30:37<18:31,  2.04it/s]
Training 3/3 epoch (loss 0.2636):  86%|████████▌ | 13779/16050 [2:30:37<16:25,  2.30it/s]
Training 3/3 epoch (loss 0.3761):  86%|████████▌ | 13779/16050 [2:30:38<16:25,  2.30it/s]
Training 3/3 epoch (loss 0.3761):  86%|████████▌ | 13780/16050 [2:30:38<18:19,  2.07it/s]
Training 3/3 epoch (loss 0.0001):  86%|████████▌ | 13780/16050 [2:30:38<18:19,  2.07it/s]
Training 3/3 epoch (loss 0.0001):  86%|████████▌ | 13781/16050 [2:30:38<17:34,  2.15it/s]
Training 3/3 epoch (loss 0.3210):  86%|████████▌ | 13781/16050 [2:30:39<17:34,  2.15it/s]
Training 3/3 epoch (loss 0.3210):  86%|████████▌ | 13782/16050 [2:30:39<20:30,  1.84it/s]
Training 3/3 epoch (loss 0.0000):  86%|████████▌ | 13782/16050 [2:30:39<20:30,  1.84it/s]
Training 3/3 epoch (loss 0.0000):  86%|████████▌ | 13783/16050 [2:30:39<19:05,  1.98it/s]
Training 3/3 epoch (loss 0.0008):  86%|████████▌ | 13783/16050 [2:30:40<19:05,  1.98it/s]
Training 3/3 epoch (loss 0.0008):  86%|████████▌ | 13784/16050 [2:30:40<19:49,  1.90it/s]
Training 3/3 epoch (loss 0.0009):  86%|████████▌ | 13784/16050 [2:30:41<19:49,  1.90it/s]
Training 3/3 epoch (loss 0.0009):  86%|████████▌ | 13785/16050 [2:30:41<21:08,  1.79it/s]
Training 3/3 epoch (loss 0.0359):  86%|████████▌ | 13785/16050 [2:30:41<21:08,  1.79it/s]
Training 3/3 epoch (loss 0.0359):  86%|████████▌ | 13786/16050 [2:30:41<19:32,  1.93it/s]
Training 3/3 epoch (loss 0.0002):  86%|████████▌ | 13786/16050 [2:30:41<19:32,  1.93it/s]
Training 3/3 epoch (loss 0.0002):  86%|████████▌ | 13787/16050 [2:30:41<18:17,  2.06it/s]
Training 3/3 epoch (loss 0.0151):  86%|████████▌ | 13787/16050 [2:30:42<18:17,  2.06it/s]
Training 3/3 epoch (loss 0.0151):  86%|████████▌ | 13788/16050 [2:30:42<17:30,  2.15it/s]
Training 3/3 epoch (loss 0.0533):  86%|████████▌ | 13788/16050 [2:30:43<17:30,  2.15it/s]
Training 3/3 epoch (loss 0.0533):  86%|████████▌ | 13789/16050 [2:30:43<20:16,  1.86it/s]
Training 3/3 epoch (loss 0.0226):  86%|████████▌ | 13789/16050 [2:30:43<20:16,  1.86it/s]
Training 3/3 epoch (loss 0.0226):  86%|████████▌ | 13790/16050 [2:30:43<18:41,  2.02it/s]
Training 3/3 epoch (loss 0.0012):  86%|████████▌ | 13790/16050 [2:30:43<18:41,  2.02it/s]
Training 3/3 epoch (loss 0.0012):  86%|████████▌ | 13791/16050 [2:30:43<17:41,  2.13it/s]
Training 3/3 epoch (loss 0.0560):  86%|████████▌ | 13791/16050 [2:30:44<17:41,  2.13it/s]
Training 3/3 epoch (loss 0.0560):  86%|████████▌ | 13792/16050 [2:30:44<17:03,  2.21it/s]
Training 3/3 epoch (loss 0.0001):  86%|████████▌ | 13792/16050 [2:30:44<17:03,  2.21it/s]
Training 3/3 epoch (loss 0.0001):  86%|████████▌ | 13793/16050 [2:30:44<16:28,  2.28it/s]
Training 3/3 epoch (loss 0.0729):  86%|████████▌ | 13793/16050 [2:30:44<16:28,  2.28it/s]
Training 3/3 epoch (loss 0.0729):  86%|████████▌ | 13794/16050 [2:30:44<14:47,  2.54it/s]
Training 3/3 epoch (loss 0.0710):  86%|████████▌ | 13794/16050 [2:30:45<14:47,  2.54it/s]
Training 3/3 epoch (loss 0.0710):  86%|████████▌ | 13795/16050 [2:30:45<15:43,  2.39it/s]
Training 3/3 epoch (loss 0.0005):  86%|████████▌ | 13795/16050 [2:30:46<15:43,  2.39it/s]
Training 3/3 epoch (loss 0.0005):  86%|████████▌ | 13796/16050 [2:30:46<17:09,  2.19it/s]
Training 3/3 epoch (loss 0.0003):  86%|████████▌ | 13796/16050 [2:30:46<17:09,  2.19it/s]
Training 3/3 epoch (loss 0.0003):  86%|████████▌ | 13797/16050 [2:30:46<16:44,  2.24it/s]
Training 3/3 epoch (loss 0.4354):  86%|████████▌ | 13797/16050 [2:30:46<16:44,  2.24it/s]
Training 3/3 epoch (loss 0.4354):  86%|████████▌ | 13798/16050 [2:30:46<15:52,  2.36it/s]
Training 3/3 epoch (loss 0.3928):  86%|████████▌ | 13798/16050 [2:30:47<15:52,  2.36it/s]
Training 3/3 epoch (loss 0.3928):  86%|████████▌ | 13799/16050 [2:30:47<17:02,  2.20it/s]
Training 3/3 epoch (loss 0.0300):  86%|████████▌ | 13799/16050 [2:30:48<17:02,  2.20it/s]
Training 3/3 epoch (loss 0.0300):  86%|████████▌ | 13800/16050 [2:30:48<27:20,  1.37it/s]
Training 3/3 epoch (loss 0.3081):  86%|████████▌ | 13800/16050 [2:30:49<27:20,  1.37it/s]
Training 3/3 epoch (loss 0.3081):  86%|████████▌ | 13801/16050 [2:30:49<23:02,  1.63it/s]
Training 3/3 epoch (loss 0.1280):  86%|████████▌ | 13801/16050 [2:30:51<23:02,  1.63it/s]
Training 3/3 epoch (loss 0.1280):  86%|████████▌ | 13802/16050 [2:30:51<41:25,  1.11s/it]
Training 3/3 epoch (loss 0.1893):  86%|████████▌ | 13802/16050 [2:30:51<41:25,  1.11s/it]
Training 3/3 epoch (loss 0.1893):  86%|████████▌ | 13803/16050 [2:30:51<35:54,  1.04it/s]
Training 3/3 epoch (loss 0.4256):  86%|████████▌ | 13803/16050 [2:30:52<35:54,  1.04it/s]
Training 3/3 epoch (loss 0.4256):  86%|████████▌ | 13804/16050 [2:30:52<29:14,  1.28it/s]
Training 3/3 epoch (loss 0.4762):  86%|████████▌ | 13804/16050 [2:30:52<29:14,  1.28it/s]
Training 3/3 epoch (loss 0.4762):  86%|████████▌ | 13805/16050 [2:30:52<23:56,  1.56it/s]
Training 3/3 epoch (loss 0.0023):  86%|████████▌ | 13805/16050 [2:30:53<23:56,  1.56it/s]
Training 3/3 epoch (loss 0.0023):  86%|████████▌ | 13806/16050 [2:30:53<23:19,  1.60it/s]
Training 3/3 epoch (loss 0.2366):  86%|████████▌ | 13806/16050 [2:30:55<23:19,  1.60it/s]
Training 3/3 epoch (loss 0.2366):  86%|████████▌ | 13807/16050 [2:30:55<41:18,  1.10s/it]
Training 3/3 epoch (loss 0.0618):  86%|████████▌ | 13807/16050 [2:30:56<41:18,  1.10s/it]
Training 3/3 epoch (loss 0.0618):  86%|████████▌ | 13808/16050 [2:30:56<37:26,  1.00s/it]
Training 3/3 epoch (loss 0.0354):  86%|████████▌ | 13808/16050 [2:30:56<37:26,  1.00s/it]
Training 3/3 epoch (loss 0.0354):  86%|████████▌ | 13809/16050 [2:30:56<33:43,  1.11it/s]
Training 3/3 epoch (loss 0.0443):  86%|████████▌ | 13809/16050 [2:30:57<33:43,  1.11it/s]
Training 3/3 epoch (loss 0.0443):  86%|████████▌ | 13810/16050 [2:30:57<29:45,  1.25it/s]
Training 3/3 epoch (loss 0.1527):  86%|████████▌ | 13810/16050 [2:30:57<29:45,  1.25it/s]
Training 3/3 epoch (loss 0.1527):  86%|████████▌ | 13811/16050 [2:30:57<24:44,  1.51it/s]
Training 3/3 epoch (loss 0.0001):  86%|████████▌ | 13811/16050 [2:30:58<24:44,  1.51it/s]
Training 3/3 epoch (loss 0.0001):  86%|████████▌ | 13812/16050 [2:30:58<24:09,  1.54it/s]
Training 3/3 epoch (loss 0.4313):  86%|████████▌ | 13812/16050 [2:30:58<24:09,  1.54it/s]
Training 3/3 epoch (loss 0.4313):  86%|████████▌ | 13813/16050 [2:30:58<20:24,  1.83it/s]
Training 3/3 epoch (loss 0.0019):  86%|████████▌ | 13813/16050 [2:30:59<20:24,  1.83it/s]
Training 3/3 epoch (loss 0.0019):  86%|████████▌ | 13814/16050 [2:30:59<23:44,  1.57it/s]
Training 3/3 epoch (loss 0.0000):  86%|████████▌ | 13814/16050 [2:30:59<23:44,  1.57it/s]
Training 3/3 epoch (loss 0.0000):  86%|████████▌ | 13815/16050 [2:30:59<21:07,  1.76it/s]
Training 3/3 epoch (loss 0.1102):  86%|████████▌ | 13815/16050 [2:31:00<21:07,  1.76it/s]
Training 3/3 epoch (loss 0.1102):  86%|████████▌ | 13816/16050 [2:31:00<19:25,  1.92it/s]
Training 3/3 epoch (loss 0.0317):  86%|████████▌ | 13816/16050 [2:31:00<19:25,  1.92it/s]
Training 3/3 epoch (loss 0.0317):  86%|████████▌ | 13817/16050 [2:31:00<20:32,  1.81it/s]
Training 3/3 epoch (loss 0.0034):  86%|████████▌ | 13817/16050 [2:31:01<20:32,  1.81it/s]
Training 3/3 epoch (loss 0.0034):  86%|████████▌ | 13818/16050 [2:31:01<22:10,  1.68it/s]
Training 3/3 epoch (loss 0.0025):  86%|████████▌ | 13818/16050 [2:31:02<22:10,  1.68it/s]
Training 3/3 epoch (loss 0.0025):  86%|████████▌ | 13819/16050 [2:31:02<22:21,  1.66it/s]
Training 3/3 epoch (loss 0.0134):  86%|████████▌ | 13819/16050 [2:31:03<22:21,  1.66it/s]
Training 3/3 epoch (loss 0.0134):  86%|████████▌ | 13820/16050 [2:31:03<24:49,  1.50it/s]
Training 3/3 epoch (loss 0.0022):  86%|████████▌ | 13820/16050 [2:31:03<24:49,  1.50it/s]
Training 3/3 epoch (loss 0.0022):  86%|████████▌ | 13821/16050 [2:31:03<22:29,  1.65it/s]
Training 3/3 epoch (loss 0.1930):  86%|████████▌ | 13821/16050 [2:31:03<22:29,  1.65it/s]
Training 3/3 epoch (loss 0.1930):  86%|████████▌ | 13822/16050 [2:31:03<19:50,  1.87it/s]
Training 3/3 epoch (loss 0.0137):  86%|████████▌ | 13822/16050 [2:31:04<19:50,  1.87it/s]
Training 3/3 epoch (loss 0.0137):  86%|████████▌ | 13823/16050 [2:31:04<18:19,  2.03it/s]
Training 3/3 epoch (loss 0.0120):  86%|████████▌ | 13823/16050 [2:31:04<18:19,  2.03it/s]
Training 3/3 epoch (loss 0.0120):  86%|████████▌ | 13824/16050 [2:31:04<17:36,  2.11it/s]
Training 3/3 epoch (loss 0.0121):  86%|████████▌ | 13824/16050 [2:31:05<17:36,  2.11it/s]
Training 3/3 epoch (loss 0.0121):  86%|████████▌ | 13825/16050 [2:31:05<18:23,  2.02it/s]
Training 3/3 epoch (loss 0.0151):  86%|████████▌ | 13825/16050 [2:31:05<18:23,  2.02it/s]
Training 3/3 epoch (loss 0.0151):  86%|████████▌ | 13826/16050 [2:31:05<16:54,  2.19it/s]
Training 3/3 epoch (loss 0.0182):  86%|████████▌ | 13826/16050 [2:31:06<16:54,  2.19it/s]
Training 3/3 epoch (loss 0.0182):  86%|████████▌ | 13827/16050 [2:31:06<16:38,  2.23it/s]
Training 3/3 epoch (loss 0.0013):  86%|████████▌ | 13827/16050 [2:31:06<16:38,  2.23it/s]
Training 3/3 epoch (loss 0.0013):  86%|████████▌ | 13828/16050 [2:31:06<21:15,  1.74it/s]
Training 3/3 epoch (loss 0.0271):  86%|████████▌ | 13828/16050 [2:31:07<21:15,  1.74it/s]
Training 3/3 epoch (loss 0.0271):  86%|████████▌ | 13829/16050 [2:31:07<22:30,  1.64it/s]
Training 3/3 epoch (loss 0.0107):  86%|████████▌ | 13829/16050 [2:31:08<22:30,  1.64it/s]
Training 3/3 epoch (loss 0.0107):  86%|████████▌ | 13830/16050 [2:31:08<21:51,  1.69it/s]
Training 3/3 epoch (loss 0.3972):  86%|████████▌ | 13830/16050 [2:31:08<21:51,  1.69it/s]
Training 3/3 epoch (loss 0.3972):  86%|████████▌ | 13831/16050 [2:31:08<21:14,  1.74it/s]
Training 3/3 epoch (loss 0.0021):  86%|████████▌ | 13831/16050 [2:31:09<21:14,  1.74it/s]
Training 3/3 epoch (loss 0.0021):  86%|████████▌ | 13832/16050 [2:31:09<20:38,  1.79it/s]
Training 3/3 epoch (loss 0.0120):  86%|████████▌ | 13832/16050 [2:31:09<20:38,  1.79it/s]
Training 3/3 epoch (loss 0.0120):  86%|████████▌ | 13833/16050 [2:31:09<19:28,  1.90it/s]
Training 3/3 epoch (loss 0.3013):  86%|████████▌ | 13833/16050 [2:31:10<19:28,  1.90it/s]
Training 3/3 epoch (loss 0.3013):  86%|████████▌ | 13834/16050 [2:31:10<17:58,  2.05it/s]
Training 3/3 epoch (loss 0.0084):  86%|████████▌ | 13834/16050 [2:31:10<17:58,  2.05it/s]
Training 3/3 epoch (loss 0.0084):  86%|████████▌ | 13835/16050 [2:31:10<19:02,  1.94it/s]
Training 3/3 epoch (loss 0.0015):  86%|████████▌ | 13835/16050 [2:31:11<19:02,  1.94it/s]
Training 3/3 epoch (loss 0.0015):  86%|████████▌ | 13836/16050 [2:31:11<18:21,  2.01it/s]
Training 3/3 epoch (loss 0.3197):  86%|████████▌ | 13836/16050 [2:31:11<18:21,  2.01it/s]
Training 3/3 epoch (loss 0.3197):  86%|████████▌ | 13837/16050 [2:31:11<17:57,  2.05it/s]
Training 3/3 epoch (loss 0.0573):  86%|████████▌ | 13837/16050 [2:31:12<17:57,  2.05it/s]
Training 3/3 epoch (loss 0.0573):  86%|████████▌ | 13838/16050 [2:31:12<19:32,  1.89it/s]
Training 3/3 epoch (loss 0.0043):  86%|████████▌ | 13838/16050 [2:31:12<19:32,  1.89it/s]
Training 3/3 epoch (loss 0.0043):  86%|████████▌ | 13839/16050 [2:31:12<19:27,  1.89it/s]
Training 3/3 epoch (loss 0.1009):  86%|████████▌ | 13839/16050 [2:31:13<19:27,  1.89it/s]
Training 3/3 epoch (loss 0.1009):  86%|████████▌ | 13840/16050 [2:31:13<19:28,  1.89it/s]
Training 3/3 epoch (loss 0.0195):  86%|████████▌ | 13840/16050 [2:31:13<19:28,  1.89it/s]
Training 3/3 epoch (loss 0.0195):  86%|████████▌ | 13841/16050 [2:31:13<18:38,  1.98it/s]
Training 3/3 epoch (loss 0.0007):  86%|████████▌ | 13841/16050 [2:31:14<18:38,  1.98it/s]
Training 3/3 epoch (loss 0.0007):  86%|████████▌ | 13842/16050 [2:31:14<20:23,  1.80it/s]
Training 3/3 epoch (loss 0.0326):  86%|████████▌ | 13842/16050 [2:31:15<20:23,  1.80it/s]
Training 3/3 epoch (loss 0.0326):  86%|████████▌ | 13843/16050 [2:31:15<21:19,  1.73it/s]
Training 3/3 epoch (loss 0.2248):  86%|████████▌ | 13843/16050 [2:31:15<21:19,  1.73it/s]
Training 3/3 epoch (loss 0.2248):  86%|████████▋ | 13844/16050 [2:31:15<21:33,  1.71it/s]
Training 3/3 epoch (loss 0.0001):  86%|████████▋ | 13844/16050 [2:31:16<21:33,  1.71it/s]
Training 3/3 epoch (loss 0.0001):  86%|████████▋ | 13845/16050 [2:31:16<20:56,  1.76it/s]
Training 3/3 epoch (loss 0.0204):  86%|████████▋ | 13845/16050 [2:31:16<20:56,  1.76it/s]
Training 3/3 epoch (loss 0.0204):  86%|████████▋ | 13846/16050 [2:31:16<21:37,  1.70it/s]
Training 3/3 epoch (loss 0.1046):  86%|████████▋ | 13846/16050 [2:31:17<21:37,  1.70it/s]
Training 3/3 epoch (loss 0.1046):  86%|████████▋ | 13847/16050 [2:31:17<20:11,  1.82it/s]
Training 3/3 epoch (loss 0.2620):  86%|████████▋ | 13847/16050 [2:31:17<20:11,  1.82it/s]
Training 3/3 epoch (loss 0.2620):  86%|████████▋ | 13848/16050 [2:31:17<18:32,  1.98it/s]
Training 3/3 epoch (loss 0.0062):  86%|████████▋ | 13848/16050 [2:31:18<18:32,  1.98it/s]
Training 3/3 epoch (loss 0.0062):  86%|████████▋ | 13849/16050 [2:31:18<17:59,  2.04it/s]
Training 3/3 epoch (loss 0.3677):  86%|████████▋ | 13849/16050 [2:31:18<17:59,  2.04it/s]
Training 3/3 epoch (loss 0.3677):  86%|████████▋ | 13850/16050 [2:31:18<17:01,  2.15it/s]
Training 3/3 epoch (loss 0.0999):  86%|████████▋ | 13850/16050 [2:31:19<17:01,  2.15it/s]
Training 3/3 epoch (loss 0.0999):  86%|████████▋ | 13851/16050 [2:31:19<17:44,  2.07it/s]
Training 3/3 epoch (loss 0.0006):  86%|████████▋ | 13851/16050 [2:31:19<17:44,  2.07it/s]
Training 3/3 epoch (loss 0.0006):  86%|████████▋ | 13852/16050 [2:31:19<17:27,  2.10it/s]
Training 3/3 epoch (loss 0.1078):  86%|████████▋ | 13852/16050 [2:31:21<17:27,  2.10it/s]
Training 3/3 epoch (loss 0.1078):  86%|████████▋ | 13853/16050 [2:31:21<36:51,  1.01s/it]
Training 3/3 epoch (loss 0.0015):  86%|████████▋ | 13853/16050 [2:31:22<36:51,  1.01s/it]
Training 3/3 epoch (loss 0.0015):  86%|████████▋ | 13854/16050 [2:31:22<31:32,  1.16it/s]
Training 3/3 epoch (loss 0.1154):  86%|████████▋ | 13854/16050 [2:31:22<31:32,  1.16it/s]
Training 3/3 epoch (loss 0.1154):  86%|████████▋ | 13855/16050 [2:31:22<29:20,  1.25it/s]
Training 3/3 epoch (loss 0.3205):  86%|████████▋ | 13855/16050 [2:31:25<29:20,  1.25it/s]
Training 3/3 epoch (loss 0.3205):  86%|████████▋ | 13856/16050 [2:31:25<46:16,  1.27s/it]
Training 3/3 epoch (loss 0.4495):  86%|████████▋ | 13856/16050 [2:31:25<46:16,  1.27s/it]
Training 3/3 epoch (loss 0.4495):  86%|████████▋ | 13857/16050 [2:31:25<37:33,  1.03s/it]
Training 3/3 epoch (loss 0.0297):  86%|████████▋ | 13857/16050 [2:31:26<37:33,  1.03s/it]
Training 3/3 epoch (loss 0.0297):  86%|████████▋ | 13858/16050 [2:31:26<35:17,  1.04it/s]
Training 3/3 epoch (loss 0.2138):  86%|████████▋ | 13858/16050 [2:31:26<35:17,  1.04it/s]
Training 3/3 epoch (loss 0.2138):  86%|████████▋ | 13859/16050 [2:31:26<28:44,  1.27it/s]
Training 3/3 epoch (loss 0.0087):  86%|████████▋ | 13859/16050 [2:31:27<28:44,  1.27it/s]
Training 3/3 epoch (loss 0.0087):  86%|████████▋ | 13860/16050 [2:31:27<25:53,  1.41it/s]
Training 3/3 epoch (loss 0.0001):  86%|████████▋ | 13860/16050 [2:31:27<25:53,  1.41it/s]
Training 3/3 epoch (loss 0.0001):  86%|████████▋ | 13861/16050 [2:31:27<22:50,  1.60it/s]
Training 3/3 epoch (loss 0.0018):  86%|████████▋ | 13861/16050 [2:31:28<22:50,  1.60it/s]
Training 3/3 epoch (loss 0.0018):  86%|████████▋ | 13862/16050 [2:31:28<22:27,  1.62it/s]
Training 3/3 epoch (loss 0.2060):  86%|████████▋ | 13862/16050 [2:31:30<22:27,  1.62it/s]
Training 3/3 epoch (loss 0.2060):  86%|████████▋ | 13863/16050 [2:31:30<40:22,  1.11s/it]
Training 3/3 epoch (loss 0.1580):  86%|████████▋ | 13863/16050 [2:31:31<40:22,  1.11s/it]
Training 3/3 epoch (loss 0.1580):  86%|████████▋ | 13864/16050 [2:31:31<35:38,  1.02it/s]
Training 3/3 epoch (loss 0.0030):  86%|████████▋ | 13864/16050 [2:31:31<35:38,  1.02it/s]
Training 3/3 epoch (loss 0.0030):  86%|████████▋ | 13865/16050 [2:31:31<30:09,  1.21it/s]
Training 3/3 epoch (loss 0.0039):  86%|████████▋ | 13865/16050 [2:31:32<30:09,  1.21it/s]
Training 3/3 epoch (loss 0.0039):  86%|████████▋ | 13866/16050 [2:31:32<26:55,  1.35it/s]
Training 3/3 epoch (loss 0.0003):  86%|████████▋ | 13866/16050 [2:31:33<26:55,  1.35it/s]
Training 3/3 epoch (loss 0.0003):  86%|████████▋ | 13867/16050 [2:31:33<26:00,  1.40it/s]
Training 3/3 epoch (loss 0.0591):  86%|████████▋ | 13867/16050 [2:31:33<26:00,  1.40it/s]
Training 3/3 epoch (loss 0.0591):  86%|████████▋ | 13868/16050 [2:31:33<23:55,  1.52it/s]
Training 3/3 epoch (loss 0.7697):  86%|████████▋ | 13868/16050 [2:31:33<23:55,  1.52it/s]
Training 3/3 epoch (loss 0.7697):  86%|████████▋ | 13869/16050 [2:31:33<20:21,  1.79it/s]
Training 3/3 epoch (loss 0.0896):  86%|████████▋ | 13869/16050 [2:31:34<20:21,  1.79it/s]
Training 3/3 epoch (loss 0.0896):  86%|████████▋ | 13870/16050 [2:31:34<19:22,  1.87it/s]
Training 3/3 epoch (loss 0.0011):  86%|████████▋ | 13870/16050 [2:31:34<19:22,  1.87it/s]
Training 3/3 epoch (loss 0.0011):  86%|████████▋ | 13871/16050 [2:31:34<19:17,  1.88it/s]
Training 3/3 epoch (loss 0.5638):  86%|████████▋ | 13871/16050 [2:31:35<19:17,  1.88it/s]
Training 3/3 epoch (loss 0.5638):  86%|████████▋ | 13872/16050 [2:31:35<19:03,  1.90it/s]
Training 3/3 epoch (loss 0.3357):  86%|████████▋ | 13872/16050 [2:31:36<19:03,  1.90it/s]
Training 3/3 epoch (loss 0.3357):  86%|████████▋ | 13873/16050 [2:31:36<22:48,  1.59it/s]
Training 3/3 epoch (loss 0.0212):  86%|████████▋ | 13873/16050 [2:31:36<22:48,  1.59it/s]
Training 3/3 epoch (loss 0.0212):  86%|████████▋ | 13874/16050 [2:31:36<21:20,  1.70it/s]
Training 3/3 epoch (loss 0.0161):  86%|████████▋ | 13874/16050 [2:31:37<21:20,  1.70it/s]
Training 3/3 epoch (loss 0.0161):  86%|████████▋ | 13875/16050 [2:31:37<21:21,  1.70it/s]
Training 3/3 epoch (loss 0.1073):  86%|████████▋ | 13875/16050 [2:31:38<21:21,  1.70it/s]
Training 3/3 epoch (loss 0.1073):  86%|████████▋ | 13876/16050 [2:31:38<21:45,  1.67it/s]
Training 3/3 epoch (loss 0.0001):  86%|████████▋ | 13876/16050 [2:31:38<21:45,  1.67it/s]
Training 3/3 epoch (loss 0.0001):  86%|████████▋ | 13877/16050 [2:31:38<19:31,  1.85it/s]
Training 3/3 epoch (loss 0.2841):  86%|████████▋ | 13877/16050 [2:31:38<19:31,  1.85it/s]
Training 3/3 epoch (loss 0.2841):  86%|████████▋ | 13878/16050 [2:31:38<19:23,  1.87it/s]
Training 3/3 epoch (loss 0.0107):  86%|████████▋ | 13878/16050 [2:31:39<19:23,  1.87it/s]
Training 3/3 epoch (loss 0.0107):  86%|████████▋ | 13879/16050 [2:31:39<20:14,  1.79it/s]
Training 3/3 epoch (loss 0.0006):  86%|████████▋ | 13879/16050 [2:31:40<20:14,  1.79it/s]
Training 3/3 epoch (loss 0.0006):  86%|████████▋ | 13880/16050 [2:31:40<21:20,  1.69it/s]
Training 3/3 epoch (loss 0.1575):  86%|████████▋ | 13880/16050 [2:31:40<21:20,  1.69it/s]
Training 3/3 epoch (loss 0.1575):  86%|████████▋ | 13881/16050 [2:31:40<19:47,  1.83it/s]
Training 3/3 epoch (loss 0.0160):  86%|████████▋ | 13881/16050 [2:31:41<19:47,  1.83it/s]
Training 3/3 epoch (loss 0.0160):  86%|████████▋ | 13882/16050 [2:31:41<20:20,  1.78it/s]
Training 3/3 epoch (loss 0.0011):  86%|████████▋ | 13882/16050 [2:31:41<20:20,  1.78it/s]
Training 3/3 epoch (loss 0.0011):  86%|████████▋ | 13883/16050 [2:31:41<21:21,  1.69it/s]
Training 3/3 epoch (loss 0.0194):  86%|████████▋ | 13883/16050 [2:31:42<21:21,  1.69it/s]
Training 3/3 epoch (loss 0.0194):  87%|████████▋ | 13884/16050 [2:31:42<23:22,  1.54it/s]
Training 3/3 epoch (loss 0.3135):  87%|████████▋ | 13884/16050 [2:31:43<23:22,  1.54it/s]
Training 3/3 epoch (loss 0.3135):  87%|████████▋ | 13885/16050 [2:31:43<20:55,  1.72it/s]
Training 3/3 epoch (loss 0.0295):  87%|████████▋ | 13885/16050 [2:31:43<20:55,  1.72it/s]
Training 3/3 epoch (loss 0.0295):  87%|████████▋ | 13886/16050 [2:31:43<21:49,  1.65it/s]
Training 3/3 epoch (loss 0.0084):  87%|████████▋ | 13886/16050 [2:31:44<21:49,  1.65it/s]
Training 3/3 epoch (loss 0.0084):  87%|████████▋ | 13887/16050 [2:31:44<22:30,  1.60it/s]
Training 3/3 epoch (loss 0.0010):  87%|████████▋ | 13887/16050 [2:31:45<22:30,  1.60it/s]
Training 3/3 epoch (loss 0.0010):  87%|████████▋ | 13888/16050 [2:31:45<22:54,  1.57it/s]
Training 3/3 epoch (loss 0.4085):  87%|████████▋ | 13888/16050 [2:31:45<22:54,  1.57it/s]
Training 3/3 epoch (loss 0.4085):  87%|████████▋ | 13889/16050 [2:31:45<23:03,  1.56it/s]
Training 3/3 epoch (loss 0.3008):  87%|████████▋ | 13889/16050 [2:31:46<23:03,  1.56it/s]
Training 3/3 epoch (loss 0.3008):  87%|████████▋ | 13890/16050 [2:31:46<21:32,  1.67it/s]
Training 3/3 epoch (loss 0.3469):  87%|████████▋ | 13890/16050 [2:31:48<21:32,  1.67it/s]
Training 3/3 epoch (loss 0.3469):  87%|████████▋ | 13891/16050 [2:31:48<40:27,  1.12s/it]
Training 3/3 epoch (loss 0.0000):  87%|████████▋ | 13891/16050 [2:31:48<40:27,  1.12s/it]
Training 3/3 epoch (loss 0.0000):  87%|████████▋ | 13892/16050 [2:31:48<31:45,  1.13it/s]
Training 3/3 epoch (loss 0.0005):  87%|████████▋ | 13892/16050 [2:31:49<31:45,  1.13it/s]
Training 3/3 epoch (loss 0.0005):  87%|████████▋ | 13893/16050 [2:31:49<27:44,  1.30it/s]
Training 3/3 epoch (loss 0.0004):  87%|████████▋ | 13893/16050 [2:31:50<27:44,  1.30it/s]
Training 3/3 epoch (loss 0.0004):  87%|████████▋ | 13894/16050 [2:31:50<26:28,  1.36it/s]
Training 3/3 epoch (loss 0.0276):  87%|████████▋ | 13894/16050 [2:31:50<26:28,  1.36it/s]
Training 3/3 epoch (loss 0.0276):  87%|████████▋ | 13895/16050 [2:31:50<23:11,  1.55it/s]
Training 3/3 epoch (loss 0.0037):  87%|████████▋ | 13895/16050 [2:31:51<23:11,  1.55it/s]
Training 3/3 epoch (loss 0.0037):  87%|████████▋ | 13896/16050 [2:31:51<21:54,  1.64it/s]
Training 3/3 epoch (loss 0.1011):  87%|████████▋ | 13896/16050 [2:31:51<21:54,  1.64it/s]
Training 3/3 epoch (loss 0.1011):  87%|████████▋ | 13897/16050 [2:31:51<20:31,  1.75it/s]
Training 3/3 epoch (loss 0.0095):  87%|████████▋ | 13897/16050 [2:31:52<20:31,  1.75it/s]
Training 3/3 epoch (loss 0.0095):  87%|████████▋ | 13898/16050 [2:31:52<20:05,  1.79it/s]
Training 3/3 epoch (loss 0.0046):  87%|████████▋ | 13898/16050 [2:31:52<20:05,  1.79it/s]
Training 3/3 epoch (loss 0.0046):  87%|████████▋ | 13899/16050 [2:31:52<21:37,  1.66it/s]
Training 3/3 epoch (loss 0.3604):  87%|████████▋ | 13899/16050 [2:31:53<21:37,  1.66it/s]
Training 3/3 epoch (loss 0.3604):  87%|████████▋ | 13900/16050 [2:31:53<19:28,  1.84it/s]
Training 3/3 epoch (loss 0.4758):  87%|████████▋ | 13900/16050 [2:31:53<19:28,  1.84it/s]
Training 3/3 epoch (loss 0.4758):  87%|████████▋ | 13901/16050 [2:31:53<18:24,  1.94it/s]
Training 3/3 epoch (loss 0.0282):  87%|████████▋ | 13901/16050 [2:31:54<18:24,  1.94it/s]
Training 3/3 epoch (loss 0.0282):  87%|████████▋ | 13902/16050 [2:31:54<18:33,  1.93it/s]
Training 3/3 epoch (loss 0.0007):  87%|████████▋ | 13902/16050 [2:31:54<18:33,  1.93it/s]
Training 3/3 epoch (loss 0.0007):  87%|████████▋ | 13903/16050 [2:31:54<17:58,  1.99it/s]
Training 3/3 epoch (loss 0.0282):  87%|████████▋ | 13903/16050 [2:31:55<17:58,  1.99it/s]
Training 3/3 epoch (loss 0.0282):  87%|████████▋ | 13904/16050 [2:31:55<17:35,  2.03it/s]
Training 3/3 epoch (loss 0.4257):  87%|████████▋ | 13904/16050 [2:31:55<17:35,  2.03it/s]
Training 3/3 epoch (loss 0.4257):  87%|████████▋ | 13905/16050 [2:31:55<18:36,  1.92it/s]
Training 3/3 epoch (loss 0.0512):  87%|████████▋ | 13905/16050 [2:31:56<18:36,  1.92it/s]
Training 3/3 epoch (loss 0.0512):  87%|████████▋ | 13906/16050 [2:31:56<17:18,  2.06it/s]
Training 3/3 epoch (loss 0.0442):  87%|████████▋ | 13906/16050 [2:31:56<17:18,  2.06it/s]
Training 3/3 epoch (loss 0.0442):  87%|████████▋ | 13907/16050 [2:31:56<16:50,  2.12it/s]
Training 3/3 epoch (loss 0.0001):  87%|████████▋ | 13907/16050 [2:31:57<16:50,  2.12it/s]
Training 3/3 epoch (loss 0.0001):  87%|████████▋ | 13908/16050 [2:31:57<17:11,  2.08it/s]
Training 3/3 epoch (loss 0.0057):  87%|████████▋ | 13908/16050 [2:31:57<17:11,  2.08it/s]
Training 3/3 epoch (loss 0.0057):  87%|████████▋ | 13909/16050 [2:31:57<18:45,  1.90it/s]
Training 3/3 epoch (loss 0.3328):  87%|████████▋ | 13909/16050 [2:31:58<18:45,  1.90it/s]
Training 3/3 epoch (loss 0.3328):  87%|████████▋ | 13910/16050 [2:31:58<16:46,  2.13it/s]
Training 3/3 epoch (loss 0.0005):  87%|████████▋ | 13910/16050 [2:31:58<16:46,  2.13it/s]
Training 3/3 epoch (loss 0.0005):  87%|████████▋ | 13911/16050 [2:31:58<21:34,  1.65it/s]
Training 3/3 epoch (loss 0.0161):  87%|████████▋ | 13911/16050 [2:31:59<21:34,  1.65it/s]
Training 3/3 epoch (loss 0.0161):  87%|████████▋ | 13912/16050 [2:31:59<21:38,  1.65it/s]
Training 3/3 epoch (loss 0.0096):  87%|████████▋ | 13912/16050 [2:32:00<21:38,  1.65it/s]
Training 3/3 epoch (loss 0.0096):  87%|████████▋ | 13913/16050 [2:32:00<19:49,  1.80it/s]
Training 3/3 epoch (loss 0.3148):  87%|████████▋ | 13913/16050 [2:32:00<19:49,  1.80it/s]
Training 3/3 epoch (loss 0.3148):  87%|████████▋ | 13914/16050 [2:32:00<17:08,  2.08it/s]
Training 3/3 epoch (loss 0.0008):  87%|████████▋ | 13914/16050 [2:32:00<17:08,  2.08it/s]
Training 3/3 epoch (loss 0.0008):  87%|████████▋ | 13915/16050 [2:32:00<16:50,  2.11it/s]
Training 3/3 epoch (loss 0.1048):  87%|████████▋ | 13915/16050 [2:32:01<16:50,  2.11it/s]
Training 3/3 epoch (loss 0.1048):  87%|████████▋ | 13916/16050 [2:32:01<20:03,  1.77it/s]
Training 3/3 epoch (loss 0.1155):  87%|████████▋ | 13916/16050 [2:32:02<20:03,  1.77it/s]
Training 3/3 epoch (loss 0.1155):  87%|████████▋ | 13917/16050 [2:32:02<23:19,  1.52it/s]
Training 3/3 epoch (loss 0.0531):  87%|████████▋ | 13917/16050 [2:32:02<23:19,  1.52it/s]
Training 3/3 epoch (loss 0.0531):  87%|████████▋ | 13918/16050 [2:32:02<21:36,  1.64it/s]
Training 3/3 epoch (loss 0.0031):  87%|████████▋ | 13918/16050 [2:32:03<21:36,  1.64it/s]
Training 3/3 epoch (loss 0.0031):  87%|████████▋ | 13919/16050 [2:32:03<18:54,  1.88it/s]
Training 3/3 epoch (loss 0.0084):  87%|████████▋ | 13919/16050 [2:32:04<18:54,  1.88it/s]
Training 3/3 epoch (loss 0.0084):  87%|████████▋ | 13920/16050 [2:32:04<24:41,  1.44it/s]
Training 3/3 epoch (loss 0.0002):  87%|████████▋ | 13920/16050 [2:32:04<24:41,  1.44it/s]
Training 3/3 epoch (loss 0.0002):  87%|████████▋ | 13921/16050 [2:32:04<23:46,  1.49it/s]
Training 3/3 epoch (loss 0.1395):  87%|████████▋ | 13921/16050 [2:32:05<23:46,  1.49it/s]
Training 3/3 epoch (loss 0.1395):  87%|████████▋ | 13922/16050 [2:32:05<21:38,  1.64it/s]
Training 3/3 epoch (loss 0.0066):  87%|████████▋ | 13922/16050 [2:32:05<21:38,  1.64it/s]
Training 3/3 epoch (loss 0.0066):  87%|████████▋ | 13923/16050 [2:32:05<19:24,  1.83it/s]
Training 3/3 epoch (loss 0.1147):  87%|████████▋ | 13923/16050 [2:32:06<19:24,  1.83it/s]
Training 3/3 epoch (loss 0.1147):  87%|████████▋ | 13924/16050 [2:32:06<21:39,  1.64it/s]
Training 3/3 epoch (loss 0.0127):  87%|████████▋ | 13924/16050 [2:32:06<21:39,  1.64it/s]
Training 3/3 epoch (loss 0.0127):  87%|████████▋ | 13925/16050 [2:32:06<18:59,  1.86it/s]
Training 3/3 epoch (loss 0.0001):  87%|████████▋ | 13925/16050 [2:32:07<18:59,  1.86it/s]
Training 3/3 epoch (loss 0.0001):  87%|████████▋ | 13926/16050 [2:32:07<20:41,  1.71it/s]
Training 3/3 epoch (loss 0.4394):  87%|████████▋ | 13926/16050 [2:32:08<20:41,  1.71it/s]
Training 3/3 epoch (loss 0.4394):  87%|████████▋ | 13927/16050 [2:32:08<22:41,  1.56it/s]
Training 3/3 epoch (loss 0.0630):  87%|████████▋ | 13927/16050 [2:32:09<22:41,  1.56it/s]
Training 3/3 epoch (loss 0.0630):  87%|████████▋ | 13928/16050 [2:32:09<22:11,  1.59it/s]
Training 3/3 epoch (loss 0.3499):  87%|████████▋ | 13928/16050 [2:32:09<22:11,  1.59it/s]
Training 3/3 epoch (loss 0.3499):  87%|████████▋ | 13929/16050 [2:32:09<19:43,  1.79it/s]
Training 3/3 epoch (loss 0.1144):  87%|████████▋ | 13929/16050 [2:32:10<19:43,  1.79it/s]
Training 3/3 epoch (loss 0.1144):  87%|████████▋ | 13930/16050 [2:32:10<21:31,  1.64it/s]
Training 3/3 epoch (loss 0.3494):  87%|████████▋ | 13930/16050 [2:32:10<21:31,  1.64it/s]
Training 3/3 epoch (loss 0.3494):  87%|████████▋ | 13931/16050 [2:32:10<19:31,  1.81it/s]
Training 3/3 epoch (loss 0.2457):  87%|████████▋ | 13931/16050 [2:32:11<19:31,  1.81it/s]
Training 3/3 epoch (loss 0.2457):  87%|████████▋ | 13932/16050 [2:32:11<19:01,  1.86it/s]
Training 3/3 epoch (loss 0.0461):  87%|████████▋ | 13932/16050 [2:32:11<19:01,  1.86it/s]
Training 3/3 epoch (loss 0.0461):  87%|████████▋ | 13933/16050 [2:32:11<18:49,  1.87it/s]
Training 3/3 epoch (loss 0.0379):  87%|████████▋ | 13933/16050 [2:32:12<18:49,  1.87it/s]
Training 3/3 epoch (loss 0.0379):  87%|████████▋ | 13934/16050 [2:32:12<18:16,  1.93it/s]
Training 3/3 epoch (loss 0.3920):  87%|████████▋ | 13934/16050 [2:32:12<18:16,  1.93it/s]
Training 3/3 epoch (loss 0.3920):  87%|████████▋ | 13935/16050 [2:32:12<17:01,  2.07it/s]
Training 3/3 epoch (loss 0.0106):  87%|████████▋ | 13935/16050 [2:32:13<17:01,  2.07it/s]
Training 3/3 epoch (loss 0.0106):  87%|████████▋ | 13936/16050 [2:32:13<18:28,  1.91it/s]
Training 3/3 epoch (loss 0.0003):  87%|████████▋ | 13936/16050 [2:32:13<18:28,  1.91it/s]
Training 3/3 epoch (loss 0.0003):  87%|████████▋ | 13937/16050 [2:32:13<18:38,  1.89it/s]
Training 3/3 epoch (loss 0.0028):  87%|████████▋ | 13937/16050 [2:32:14<18:38,  1.89it/s]
Training 3/3 epoch (loss 0.0028):  87%|████████▋ | 13938/16050 [2:32:14<17:32,  2.01it/s]
Training 3/3 epoch (loss 0.0096):  87%|████████▋ | 13938/16050 [2:32:14<17:32,  2.01it/s]
Training 3/3 epoch (loss 0.0096):  87%|████████▋ | 13939/16050 [2:32:14<17:04,  2.06it/s]
Training 3/3 epoch (loss 0.1443):  87%|████████▋ | 13939/16050 [2:32:14<17:04,  2.06it/s]
Training 3/3 epoch (loss 0.1443):  87%|████████▋ | 13940/16050 [2:32:14<16:17,  2.16it/s]
Training 3/3 epoch (loss 0.0244):  87%|████████▋ | 13940/16050 [2:32:15<16:17,  2.16it/s]
Training 3/3 epoch (loss 0.0244):  87%|████████▋ | 13941/16050 [2:32:15<16:18,  2.16it/s]
Training 3/3 epoch (loss 0.0000):  87%|████████▋ | 13941/16050 [2:32:15<16:18,  2.16it/s]
Training 3/3 epoch (loss 0.0000):  87%|████████▋ | 13942/16050 [2:32:15<16:19,  2.15it/s]
Training 3/3 epoch (loss 0.0400):  87%|████████▋ | 13942/16050 [2:32:16<16:19,  2.15it/s]
Training 3/3 epoch (loss 0.0400):  87%|████████▋ | 13943/16050 [2:32:16<20:08,  1.74it/s]
Training 3/3 epoch (loss 0.0060):  87%|████████▋ | 13943/16050 [2:32:17<20:08,  1.74it/s]
Training 3/3 epoch (loss 0.0060):  87%|████████▋ | 13944/16050 [2:32:17<17:51,  1.97it/s]
Training 3/3 epoch (loss 0.2295):  87%|████████▋ | 13944/16050 [2:32:17<17:51,  1.97it/s]
Training 3/3 epoch (loss 0.2295):  87%|████████▋ | 13945/16050 [2:32:17<16:20,  2.15it/s]
Training 3/3 epoch (loss 0.0023):  87%|████████▋ | 13945/16050 [2:32:18<16:20,  2.15it/s]
Training 3/3 epoch (loss 0.0023):  87%|████████▋ | 13946/16050 [2:32:18<19:02,  1.84it/s]
Training 3/3 epoch (loss 0.1182):  87%|████████▋ | 13946/16050 [2:32:20<19:02,  1.84it/s]
Training 3/3 epoch (loss 0.1182):  87%|████████▋ | 13947/16050 [2:32:20<38:10,  1.09s/it]
Training 3/3 epoch (loss 0.0773):  87%|████████▋ | 13947/16050 [2:32:20<38:10,  1.09s/it]
Training 3/3 epoch (loss 0.0773):  87%|████████▋ | 13948/16050 [2:32:20<30:01,  1.17it/s]
Training 3/3 epoch (loss 0.0562):  87%|████████▋ | 13948/16050 [2:32:21<30:01,  1.17it/s]
Training 3/3 epoch (loss 0.0562):  87%|████████▋ | 13949/16050 [2:32:21<25:24,  1.38it/s]
Training 3/3 epoch (loss 0.0044):  87%|████████▋ | 13949/16050 [2:32:21<25:24,  1.38it/s]
Training 3/3 epoch (loss 0.0044):  87%|████████▋ | 13950/16050 [2:32:21<22:43,  1.54it/s]
Training 3/3 epoch (loss 0.5370):  87%|████████▋ | 13950/16050 [2:32:22<22:43,  1.54it/s]
Training 3/3 epoch (loss 0.5370):  87%|████████▋ | 13951/16050 [2:32:22<21:04,  1.66it/s]
Training 3/3 epoch (loss 0.0036):  87%|████████▋ | 13951/16050 [2:32:23<21:04,  1.66it/s]
Training 3/3 epoch (loss 0.0036):  87%|████████▋ | 13952/16050 [2:32:23<23:21,  1.50it/s]
Training 3/3 epoch (loss 0.1436):  87%|████████▋ | 13952/16050 [2:32:23<23:21,  1.50it/s]
Training 3/3 epoch (loss 0.1436):  87%|████████▋ | 13953/16050 [2:32:23<19:46,  1.77it/s]
Training 3/3 epoch (loss 0.4536):  87%|████████▋ | 13953/16050 [2:32:23<19:46,  1.77it/s]
Training 3/3 epoch (loss 0.4536):  87%|████████▋ | 13954/16050 [2:32:23<18:53,  1.85it/s]
Training 3/3 epoch (loss 0.1755):  87%|████████▋ | 13954/16050 [2:32:24<18:53,  1.85it/s]
Training 3/3 epoch (loss 0.1755):  87%|████████▋ | 13955/16050 [2:32:24<16:50,  2.07it/s]
Training 3/3 epoch (loss 0.0199):  87%|████████▋ | 13955/16050 [2:32:24<16:50,  2.07it/s]
Training 3/3 epoch (loss 0.0199):  87%|████████▋ | 13956/16050 [2:32:24<18:05,  1.93it/s]
Training 3/3 epoch (loss 0.0490):  87%|████████▋ | 13956/16050 [2:32:25<18:05,  1.93it/s]
Training 3/3 epoch (loss 0.0490):  87%|████████▋ | 13957/16050 [2:32:25<17:07,  2.04it/s]
Training 3/3 epoch (loss 0.0006):  87%|████████▋ | 13957/16050 [2:32:25<17:07,  2.04it/s]
Training 3/3 epoch (loss 0.0006):  87%|████████▋ | 13958/16050 [2:32:25<18:26,  1.89it/s]
Training 3/3 epoch (loss 0.0077):  87%|████████▋ | 13958/16050 [2:32:26<18:26,  1.89it/s]
Training 3/3 epoch (loss 0.0077):  87%|████████▋ | 13959/16050 [2:32:26<20:11,  1.73it/s]
Training 3/3 epoch (loss 0.2532):  87%|████████▋ | 13959/16050 [2:32:27<20:11,  1.73it/s]
Training 3/3 epoch (loss 0.2532):  87%|████████▋ | 13960/16050 [2:32:27<20:33,  1.69it/s]
Training 3/3 epoch (loss 0.2586):  87%|████████▋ | 13960/16050 [2:32:27<20:33,  1.69it/s]
Training 3/3 epoch (loss 0.2586):  87%|████████▋ | 13961/16050 [2:32:27<19:25,  1.79it/s]
Training 3/3 epoch (loss 0.0097):  87%|████████▋ | 13961/16050 [2:32:28<19:25,  1.79it/s]
Training 3/3 epoch (loss 0.0097):  87%|████████▋ | 13962/16050 [2:32:28<19:40,  1.77it/s]
Training 3/3 epoch (loss 0.0000):  87%|████████▋ | 13962/16050 [2:32:28<19:40,  1.77it/s]
Training 3/3 epoch (loss 0.0000):  87%|████████▋ | 13963/16050 [2:32:28<20:16,  1.72it/s]
Training 3/3 epoch (loss 0.1450):  87%|████████▋ | 13963/16050 [2:32:29<20:16,  1.72it/s]
Training 3/3 epoch (loss 0.1450):  87%|████████▋ | 13964/16050 [2:32:29<22:05,  1.57it/s]
Training 3/3 epoch (loss 0.1685):  87%|████████▋ | 13964/16050 [2:32:30<22:05,  1.57it/s]
Training 3/3 epoch (loss 0.1685):  87%|████████▋ | 13965/16050 [2:32:30<21:03,  1.65it/s]
Training 3/3 epoch (loss 0.0067):  87%|████████▋ | 13965/16050 [2:32:30<21:03,  1.65it/s]
Training 3/3 epoch (loss 0.0067):  87%|████████▋ | 13966/16050 [2:32:30<19:03,  1.82it/s]
Training 3/3 epoch (loss 0.0309):  87%|████████▋ | 13966/16050 [2:32:30<19:03,  1.82it/s]
Training 3/3 epoch (loss 0.0309):  87%|████████▋ | 13967/16050 [2:32:30<16:52,  2.06it/s]
Training 3/3 epoch (loss 0.2370):  87%|████████▋ | 13967/16050 [2:32:31<16:52,  2.06it/s]
Training 3/3 epoch (loss 0.2370):  87%|████████▋ | 13968/16050 [2:32:31<18:11,  1.91it/s]
Training 3/3 epoch (loss 0.2034):  87%|████████▋ | 13968/16050 [2:32:31<18:11,  1.91it/s]
Training 3/3 epoch (loss 0.2034):  87%|████████▋ | 13969/16050 [2:32:31<17:06,  2.03it/s]
Training 3/3 epoch (loss 0.0680):  87%|████████▋ | 13969/16050 [2:32:32<17:06,  2.03it/s]
Training 3/3 epoch (loss 0.0680):  87%|████████▋ | 13970/16050 [2:32:32<18:33,  1.87it/s]
Training 3/3 epoch (loss 0.0003):  87%|████████▋ | 13970/16050 [2:32:33<18:33,  1.87it/s]
Training 3/3 epoch (loss 0.0003):  87%|████████▋ | 13971/16050 [2:32:33<19:19,  1.79it/s]
Training 3/3 epoch (loss 0.0016):  87%|████████▋ | 13971/16050 [2:32:33<19:19,  1.79it/s]
Training 3/3 epoch (loss 0.0016):  87%|████████▋ | 13972/16050 [2:32:33<19:50,  1.74it/s]
Training 3/3 epoch (loss 0.0255):  87%|████████▋ | 13972/16050 [2:32:34<19:50,  1.74it/s]
Training 3/3 epoch (loss 0.0255):  87%|████████▋ | 13973/16050 [2:32:34<21:00,  1.65it/s]
Training 3/3 epoch (loss 0.0705):  87%|████████▋ | 13973/16050 [2:32:34<21:00,  1.65it/s]
Training 3/3 epoch (loss 0.0705):  87%|████████▋ | 13974/16050 [2:32:34<20:07,  1.72it/s]
Training 3/3 epoch (loss 0.0062):  87%|████████▋ | 13974/16050 [2:32:35<20:07,  1.72it/s]
Training 3/3 epoch (loss 0.0062):  87%|████████▋ | 13975/16050 [2:32:35<20:23,  1.70it/s]
Training 3/3 epoch (loss 0.0156):  87%|████████▋ | 13975/16050 [2:32:36<20:23,  1.70it/s]
Training 3/3 epoch (loss 0.0156):  87%|████████▋ | 13976/16050 [2:32:36<19:45,  1.75it/s]
Training 3/3 epoch (loss 0.0845):  87%|████████▋ | 13976/16050 [2:32:36<19:45,  1.75it/s]
Training 3/3 epoch (loss 0.0845):  87%|████████▋ | 13977/16050 [2:32:36<19:34,  1.76it/s]
Training 3/3 epoch (loss 0.0003):  87%|████████▋ | 13977/16050 [2:32:37<19:34,  1.76it/s]
Training 3/3 epoch (loss 0.0003):  87%|████████▋ | 13978/16050 [2:32:37<18:14,  1.89it/s]
Training 3/3 epoch (loss 0.0113):  87%|████████▋ | 13978/16050 [2:32:37<18:14,  1.89it/s]
Training 3/3 epoch (loss 0.0113):  87%|████████▋ | 13979/16050 [2:32:37<19:00,  1.82it/s]
Training 3/3 epoch (loss 0.0461):  87%|████████▋ | 13979/16050 [2:32:38<19:00,  1.82it/s]
Training 3/3 epoch (loss 0.0461):  87%|████████▋ | 13980/16050 [2:32:38<22:57,  1.50it/s]
Training 3/3 epoch (loss 0.0023):  87%|████████▋ | 13980/16050 [2:32:39<22:57,  1.50it/s]
Training 3/3 epoch (loss 0.0023):  87%|████████▋ | 13981/16050 [2:32:39<22:06,  1.56it/s]
Training 3/3 epoch (loss 0.0018):  87%|████████▋ | 13981/16050 [2:32:39<22:06,  1.56it/s]
Training 3/3 epoch (loss 0.0018):  87%|████████▋ | 13982/16050 [2:32:39<21:44,  1.59it/s]
Training 3/3 epoch (loss 0.0022):  87%|████████▋ | 13982/16050 [2:32:40<21:44,  1.59it/s]
Training 3/3 epoch (loss 0.0022):  87%|████████▋ | 13983/16050 [2:32:40<21:44,  1.58it/s]
Training 3/3 epoch (loss 0.0130):  87%|████████▋ | 13983/16050 [2:32:40<21:44,  1.58it/s]
Training 3/3 epoch (loss 0.0130):  87%|████████▋ | 13984/16050 [2:32:40<19:19,  1.78it/s]
Training 3/3 epoch (loss 0.0001):  87%|████████▋ | 13984/16050 [2:32:41<19:19,  1.78it/s]
Training 3/3 epoch (loss 0.0001):  87%|████████▋ | 13985/16050 [2:32:41<18:19,  1.88it/s]
Training 3/3 epoch (loss 0.0681):  87%|████████▋ | 13985/16050 [2:32:41<18:19,  1.88it/s]
Training 3/3 epoch (loss 0.0681):  87%|████████▋ | 13986/16050 [2:32:41<16:59,  2.02it/s]
Training 3/3 epoch (loss 0.0569):  87%|████████▋ | 13986/16050 [2:32:42<16:59,  2.02it/s]
Training 3/3 epoch (loss 0.0569):  87%|████████▋ | 13987/16050 [2:32:42<18:18,  1.88it/s]
Training 3/3 epoch (loss 0.0014):  87%|████████▋ | 13987/16050 [2:32:42<18:18,  1.88it/s]
Training 3/3 epoch (loss 0.0014):  87%|████████▋ | 13988/16050 [2:32:42<16:48,  2.04it/s]
Training 3/3 epoch (loss 0.2044):  87%|████████▋ | 13988/16050 [2:32:43<16:48,  2.04it/s]
Training 3/3 epoch (loss 0.2044):  87%|████████▋ | 13989/16050 [2:32:43<20:08,  1.71it/s]
Training 3/3 epoch (loss 0.0768):  87%|████████▋ | 13989/16050 [2:32:43<20:08,  1.71it/s]
Training 3/3 epoch (loss 0.0768):  87%|████████▋ | 13990/16050 [2:32:43<18:29,  1.86it/s]
Training 3/3 epoch (loss 0.3379):  87%|████████▋ | 13990/16050 [2:32:44<18:29,  1.86it/s]
Training 3/3 epoch (loss 0.3379):  87%|████████▋ | 13991/16050 [2:32:44<17:07,  2.00it/s]
Training 3/3 epoch (loss 0.0013):  87%|████████▋ | 13991/16050 [2:32:45<17:07,  2.00it/s]
Training 3/3 epoch (loss 0.0013):  87%|████████▋ | 13992/16050 [2:32:45<18:29,  1.85it/s]
Training 3/3 epoch (loss 0.0185):  87%|████████▋ | 13992/16050 [2:32:45<18:29,  1.85it/s]
Training 3/3 epoch (loss 0.0185):  87%|████████▋ | 13993/16050 [2:32:45<17:10,  2.00it/s]
Training 3/3 epoch (loss 0.0019):  87%|████████▋ | 13993/16050 [2:32:45<17:10,  2.00it/s]
Training 3/3 epoch (loss 0.0019):  87%|████████▋ | 13994/16050 [2:32:45<16:55,  2.02it/s]
Training 3/3 epoch (loss 0.2009):  87%|████████▋ | 13994/16050 [2:32:46<16:55,  2.02it/s]
Training 3/3 epoch (loss 0.2009):  87%|████████▋ | 13995/16050 [2:32:46<15:58,  2.14it/s]
Training 3/3 epoch (loss 0.0663):  87%|████████▋ | 13995/16050 [2:32:48<15:58,  2.14it/s]
Training 3/3 epoch (loss 0.0663):  87%|████████▋ | 13996/16050 [2:32:48<35:14,  1.03s/it]
Training 3/3 epoch (loss 0.0027):  87%|████████▋ | 13996/16050 [2:32:49<35:14,  1.03s/it]
Training 3/3 epoch (loss 0.0027):  87%|████████▋ | 13997/16050 [2:32:49<30:06,  1.14it/s]
Training 3/3 epoch (loss 0.0025):  87%|████████▋ | 13997/16050 [2:32:49<30:06,  1.14it/s]
Training 3/3 epoch (loss 0.0025):  87%|████████▋ | 13998/16050 [2:32:49<26:02,  1.31it/s]
Training 3/3 epoch (loss 0.0392):  87%|████████▋ | 13998/16050 [2:32:50<26:02,  1.31it/s]
Training 3/3 epoch (loss 0.0392):  87%|████████▋ | 13999/16050 [2:32:50<24:12,  1.41it/s]
Training 3/3 epoch (loss 0.0042):  87%|████████▋ | 13999/16050 [2:32:50<24:12,  1.41it/s]
Training 3/3 epoch (loss 0.0042):  87%|████████▋ | 14000/16050 [2:32:50<22:23,  1.53it/s]
Training 3/3 epoch (loss 0.0631):  87%|████████▋ | 14000/16050 [2:32:51<22:23,  1.53it/s]
Training 3/3 epoch (loss 0.0631):  87%|████████▋ | 14001/16050 [2:32:51<22:21,  1.53it/s]
Training 3/3 epoch (loss 0.0003):  87%|████████▋ | 14001/16050 [2:32:51<22:21,  1.53it/s]
Training 3/3 epoch (loss 0.0003):  87%|████████▋ | 14002/16050 [2:32:51<20:37,  1.66it/s]
Training 3/3 epoch (loss 0.4649):  87%|████████▋ | 14002/16050 [2:32:52<20:37,  1.66it/s]
Training 3/3 epoch (loss 0.4649):  87%|████████▋ | 14003/16050 [2:32:52<18:32,  1.84it/s]
Training 3/3 epoch (loss 0.0750):  87%|████████▋ | 14003/16050 [2:32:52<18:32,  1.84it/s]
Training 3/3 epoch (loss 0.0750):  87%|████████▋ | 14004/16050 [2:32:52<18:30,  1.84it/s]
Training 3/3 epoch (loss 0.0088):  87%|████████▋ | 14004/16050 [2:32:53<18:30,  1.84it/s]
Training 3/3 epoch (loss 0.0088):  87%|████████▋ | 14005/16050 [2:32:53<21:19,  1.60it/s]
Training 3/3 epoch (loss 0.0218):  87%|████████▋ | 14005/16050 [2:32:54<21:19,  1.60it/s]
Training 3/3 epoch (loss 0.0218):  87%|████████▋ | 14006/16050 [2:32:54<21:13,  1.61it/s]
Training 3/3 epoch (loss 0.0001):  87%|████████▋ | 14006/16050 [2:32:54<21:13,  1.61it/s]
Training 3/3 epoch (loss 0.0001):  87%|████████▋ | 14007/16050 [2:32:54<19:42,  1.73it/s]
Training 3/3 epoch (loss 0.0060):  87%|████████▋ | 14007/16050 [2:32:55<19:42,  1.73it/s]
Training 3/3 epoch (loss 0.0060):  87%|████████▋ | 14008/16050 [2:32:55<18:44,  1.82it/s]
Training 3/3 epoch (loss 0.0006):  87%|████████▋ | 14008/16050 [2:32:55<18:44,  1.82it/s]
Training 3/3 epoch (loss 0.0006):  87%|████████▋ | 14009/16050 [2:32:55<19:51,  1.71it/s]
Training 3/3 epoch (loss 0.3740):  87%|████████▋ | 14009/16050 [2:32:56<19:51,  1.71it/s]
Training 3/3 epoch (loss 0.3740):  87%|████████▋ | 14010/16050 [2:32:56<18:27,  1.84it/s]
Training 3/3 epoch (loss 0.1313):  87%|████████▋ | 14010/16050 [2:32:58<18:27,  1.84it/s]
Training 3/3 epoch (loss 0.1313):  87%|████████▋ | 14011/16050 [2:32:58<35:38,  1.05s/it]
Training 3/3 epoch (loss 0.0003):  87%|████████▋ | 14011/16050 [2:32:59<35:38,  1.05s/it]
Training 3/3 epoch (loss 0.0003):  87%|████████▋ | 14012/16050 [2:32:59<29:13,  1.16it/s]
Training 3/3 epoch (loss 0.0808):  87%|████████▋ | 14012/16050 [2:32:59<29:13,  1.16it/s]
Training 3/3 epoch (loss 0.0808):  87%|████████▋ | 14013/16050 [2:32:59<29:23,  1.15it/s]
Training 3/3 epoch (loss 0.0002):  87%|████████▋ | 14013/16050 [2:33:00<29:23,  1.15it/s]
Training 3/3 epoch (loss 0.0002):  87%|████████▋ | 14014/16050 [2:33:00<26:22,  1.29it/s]
Training 3/3 epoch (loss 0.0263):  87%|████████▋ | 14014/16050 [2:33:01<26:22,  1.29it/s]
Training 3/3 epoch (loss 0.0263):  87%|████████▋ | 14015/16050 [2:33:01<24:44,  1.37it/s]
Training 3/3 epoch (loss 0.0034):  87%|████████▋ | 14015/16050 [2:33:02<24:44,  1.37it/s]
Training 3/3 epoch (loss 0.0034):  87%|████████▋ | 14016/16050 [2:33:02<26:42,  1.27it/s]
Training 3/3 epoch (loss 0.0012):  87%|████████▋ | 14016/16050 [2:33:02<26:42,  1.27it/s]
Training 3/3 epoch (loss 0.0012):  87%|████████▋ | 14017/16050 [2:33:02<26:02,  1.30it/s]
Training 3/3 epoch (loss 0.0456):  87%|████████▋ | 14017/16050 [2:33:03<26:02,  1.30it/s]
Training 3/3 epoch (loss 0.0456):  87%|████████▋ | 14018/16050 [2:33:03<22:44,  1.49it/s]
Training 3/3 epoch (loss 0.4597):  87%|████████▋ | 14018/16050 [2:33:03<22:44,  1.49it/s]
Training 3/3 epoch (loss 0.4597):  87%|████████▋ | 14019/16050 [2:33:03<22:32,  1.50it/s]
Training 3/3 epoch (loss 0.2137):  87%|████████▋ | 14019/16050 [2:33:06<22:32,  1.50it/s]
Training 3/3 epoch (loss 0.2137):  87%|████████▋ | 14020/16050 [2:33:06<39:39,  1.17s/it]
Training 3/3 epoch (loss 0.0497):  87%|████████▋ | 14020/16050 [2:33:06<39:39,  1.17s/it]
Training 3/3 epoch (loss 0.0497):  87%|████████▋ | 14021/16050 [2:33:06<33:36,  1.01it/s]
Training 3/3 epoch (loss 0.0062):  87%|████████▋ | 14021/16050 [2:33:07<33:36,  1.01it/s]
Training 3/3 epoch (loss 0.0062):  87%|████████▋ | 14022/16050 [2:33:07<27:46,  1.22it/s]
Training 3/3 epoch (loss 0.0126):  87%|████████▋ | 14022/16050 [2:33:07<27:46,  1.22it/s]
Training 3/3 epoch (loss 0.0126):  87%|████████▋ | 14023/16050 [2:33:07<24:54,  1.36it/s]
Training 3/3 epoch (loss 0.2220):  87%|████████▋ | 14023/16050 [2:33:08<24:54,  1.36it/s]
Training 3/3 epoch (loss 0.2220):  87%|████████▋ | 14024/16050 [2:33:08<22:58,  1.47it/s]
Training 3/3 epoch (loss 0.0042):  87%|████████▋ | 14024/16050 [2:33:08<22:58,  1.47it/s]
Training 3/3 epoch (loss 0.0042):  87%|████████▋ | 14025/16050 [2:33:08<20:41,  1.63it/s]
Training 3/3 epoch (loss 0.0001):  87%|████████▋ | 14025/16050 [2:33:09<20:41,  1.63it/s]
Training 3/3 epoch (loss 0.0001):  87%|████████▋ | 14026/16050 [2:33:09<18:31,  1.82it/s]
Training 3/3 epoch (loss 0.5370):  87%|████████▋ | 14026/16050 [2:33:11<18:31,  1.82it/s]
Training 3/3 epoch (loss 0.5370):  87%|████████▋ | 14027/16050 [2:33:11<37:27,  1.11s/it]
Training 3/3 epoch (loss 0.0116):  87%|████████▋ | 14027/16050 [2:33:12<37:27,  1.11s/it]
Training 3/3 epoch (loss 0.0116):  87%|████████▋ | 14028/16050 [2:33:12<32:47,  1.03it/s]
Training 3/3 epoch (loss 0.0314):  87%|████████▋ | 14028/16050 [2:33:12<32:47,  1.03it/s]
Training 3/3 epoch (loss 0.0314):  87%|████████▋ | 14029/16050 [2:33:12<27:01,  1.25it/s]
Training 3/3 epoch (loss 0.0183):  87%|████████▋ | 14029/16050 [2:33:13<27:01,  1.25it/s]
Training 3/3 epoch (loss 0.0183):  87%|████████▋ | 14030/16050 [2:33:13<24:57,  1.35it/s]
Training 3/3 epoch (loss 0.0009):  87%|████████▋ | 14030/16050 [2:33:13<24:57,  1.35it/s]
Training 3/3 epoch (loss 0.0009):  87%|████████▋ | 14031/16050 [2:33:13<21:09,  1.59it/s]
Training 3/3 epoch (loss 0.0006):  87%|████████▋ | 14031/16050 [2:33:14<21:09,  1.59it/s]
Training 3/3 epoch (loss 0.0006):  87%|████████▋ | 14032/16050 [2:33:14<21:05,  1.59it/s]
Training 3/3 epoch (loss 0.0311):  87%|████████▋ | 14032/16050 [2:33:14<21:05,  1.59it/s]
Training 3/3 epoch (loss 0.0311):  87%|████████▋ | 14033/16050 [2:33:14<21:10,  1.59it/s]
Training 3/3 epoch (loss 0.0157):  87%|████████▋ | 14033/16050 [2:33:15<21:10,  1.59it/s]
Training 3/3 epoch (loss 0.0157):  87%|████████▋ | 14034/16050 [2:33:15<20:00,  1.68it/s]
Training 3/3 epoch (loss 0.0001):  87%|████████▋ | 14034/16050 [2:33:15<20:00,  1.68it/s]
Training 3/3 epoch (loss 0.0001):  87%|████████▋ | 14035/16050 [2:33:15<17:04,  1.97it/s]
Training 3/3 epoch (loss 0.0279):  87%|████████▋ | 14035/16050 [2:33:16<17:04,  1.97it/s]
Training 3/3 epoch (loss 0.0279):  87%|████████▋ | 14036/16050 [2:33:16<17:53,  1.88it/s]
Training 3/3 epoch (loss 0.2115):  87%|████████▋ | 14036/16050 [2:33:16<17:53,  1.88it/s]
Training 3/3 epoch (loss 0.2115):  87%|████████▋ | 14037/16050 [2:33:16<18:31,  1.81it/s]
Training 3/3 epoch (loss 0.0413):  87%|████████▋ | 14037/16050 [2:33:17<18:31,  1.81it/s]
Training 3/3 epoch (loss 0.0413):  87%|████████▋ | 14038/16050 [2:33:17<17:27,  1.92it/s]
Training 3/3 epoch (loss 0.0018):  87%|████████▋ | 14038/16050 [2:33:17<17:27,  1.92it/s]
Training 3/3 epoch (loss 0.0018):  87%|████████▋ | 14039/16050 [2:33:17<16:19,  2.05it/s]
Training 3/3 epoch (loss 0.0034):  87%|████████▋ | 14039/16050 [2:33:18<16:19,  2.05it/s]
Training 3/3 epoch (loss 0.0034):  87%|████████▋ | 14040/16050 [2:33:18<16:01,  2.09it/s]
Training 3/3 epoch (loss 0.4239):  87%|████████▋ | 14040/16050 [2:33:18<16:01,  2.09it/s]
Training 3/3 epoch (loss 0.4239):  87%|████████▋ | 14041/16050 [2:33:18<16:28,  2.03it/s]
Training 3/3 epoch (loss 0.0352):  87%|████████▋ | 14041/16050 [2:33:19<16:28,  2.03it/s]
Training 3/3 epoch (loss 0.0352):  87%|████████▋ | 14042/16050 [2:33:19<18:07,  1.85it/s]
Training 3/3 epoch (loss 0.0074):  87%|████████▋ | 14042/16050 [2:33:19<18:07,  1.85it/s]
Training 3/3 epoch (loss 0.0074):  87%|████████▋ | 14043/16050 [2:33:19<18:26,  1.81it/s]
Training 3/3 epoch (loss 0.3288):  87%|████████▋ | 14043/16050 [2:33:20<18:26,  1.81it/s]
Training 3/3 epoch (loss 0.3288):  88%|████████▊ | 14044/16050 [2:33:20<20:02,  1.67it/s]
Training 3/3 epoch (loss 0.0312):  88%|████████▊ | 14044/16050 [2:33:21<20:02,  1.67it/s]
Training 3/3 epoch (loss 0.0312):  88%|████████▊ | 14045/16050 [2:33:21<20:34,  1.62it/s]
Training 3/3 epoch (loss 0.0221):  88%|████████▊ | 14045/16050 [2:33:21<20:34,  1.62it/s]
Training 3/3 epoch (loss 0.0221):  88%|████████▊ | 14046/16050 [2:33:21<20:34,  1.62it/s]
Training 3/3 epoch (loss 0.0001):  88%|████████▊ | 14046/16050 [2:33:22<20:34,  1.62it/s]
Training 3/3 epoch (loss 0.0001):  88%|████████▊ | 14047/16050 [2:33:22<19:22,  1.72it/s]
Training 3/3 epoch (loss 0.0045):  88%|████████▊ | 14047/16050 [2:33:22<19:22,  1.72it/s]
Training 3/3 epoch (loss 0.0045):  88%|████████▊ | 14048/16050 [2:33:22<17:39,  1.89it/s]
Training 3/3 epoch (loss 0.2249):  88%|████████▊ | 14048/16050 [2:33:23<17:39,  1.89it/s]
Training 3/3 epoch (loss 0.2249):  88%|████████▊ | 14049/16050 [2:33:23<19:13,  1.73it/s]
Training 3/3 epoch (loss 0.0152):  88%|████████▊ | 14049/16050 [2:33:24<19:13,  1.73it/s]
Training 3/3 epoch (loss 0.0152):  88%|████████▊ | 14050/16050 [2:33:24<19:47,  1.68it/s]
Training 3/3 epoch (loss 0.0007):  88%|████████▊ | 14050/16050 [2:33:24<19:47,  1.68it/s]
Training 3/3 epoch (loss 0.0007):  88%|████████▊ | 14051/16050 [2:33:24<17:51,  1.87it/s]
Training 3/3 epoch (loss 0.0192):  88%|████████▊ | 14051/16050 [2:33:25<17:51,  1.87it/s]
Training 3/3 epoch (loss 0.0192):  88%|████████▊ | 14052/16050 [2:33:25<18:36,  1.79it/s]
Training 3/3 epoch (loss 0.0674):  88%|████████▊ | 14052/16050 [2:33:25<18:36,  1.79it/s]
Training 3/3 epoch (loss 0.0674):  88%|████████▊ | 14053/16050 [2:33:25<19:13,  1.73it/s]
Training 3/3 epoch (loss 0.0499):  88%|████████▊ | 14053/16050 [2:33:26<19:13,  1.73it/s]
Training 3/3 epoch (loss 0.0499):  88%|████████▊ | 14054/16050 [2:33:26<19:50,  1.68it/s]
Training 3/3 epoch (loss 0.0625):  88%|████████▊ | 14054/16050 [2:33:26<19:50,  1.68it/s]
Training 3/3 epoch (loss 0.0625):  88%|████████▊ | 14055/16050 [2:33:26<19:51,  1.67it/s]
Training 3/3 epoch (loss 0.0003):  88%|████████▊ | 14055/16050 [2:33:27<19:51,  1.67it/s]
Training 3/3 epoch (loss 0.0003):  88%|████████▊ | 14056/16050 [2:33:27<18:41,  1.78it/s]
Training 3/3 epoch (loss 0.0168):  88%|████████▊ | 14056/16050 [2:33:28<18:41,  1.78it/s]
Training 3/3 epoch (loss 0.0168):  88%|████████▊ | 14057/16050 [2:33:28<18:22,  1.81it/s]
Training 3/3 epoch (loss 0.0059):  88%|████████▊ | 14057/16050 [2:33:28<18:22,  1.81it/s]
Training 3/3 epoch (loss 0.0059):  88%|████████▊ | 14058/16050 [2:33:28<17:59,  1.85it/s]
Training 3/3 epoch (loss 0.0014):  88%|████████▊ | 14058/16050 [2:33:29<17:59,  1.85it/s]
Training 3/3 epoch (loss 0.0014):  88%|████████▊ | 14059/16050 [2:33:29<17:46,  1.87it/s]
Training 3/3 epoch (loss 0.0767):  88%|████████▊ | 14059/16050 [2:33:29<17:46,  1.87it/s]
Training 3/3 epoch (loss 0.0767):  88%|████████▊ | 14060/16050 [2:33:29<20:06,  1.65it/s]
Training 3/3 epoch (loss 0.0788):  88%|████████▊ | 14060/16050 [2:33:30<20:06,  1.65it/s]
Training 3/3 epoch (loss 0.0788):  88%|████████▊ | 14061/16050 [2:33:30<21:04,  1.57it/s]
Training 3/3 epoch (loss 0.5348):  88%|████████▊ | 14061/16050 [2:33:31<21:04,  1.57it/s]
Training 3/3 epoch (loss 0.5348):  88%|████████▊ | 14062/16050 [2:33:31<21:14,  1.56it/s]
Training 3/3 epoch (loss 0.1096):  88%|████████▊ | 14062/16050 [2:33:32<21:14,  1.56it/s]
Training 3/3 epoch (loss 0.1096):  88%|████████▊ | 14063/16050 [2:33:32<23:35,  1.40it/s]
Training 3/3 epoch (loss 0.2971):  88%|████████▊ | 14063/16050 [2:33:32<23:35,  1.40it/s]
Training 3/3 epoch (loss 0.2971):  88%|████████▊ | 14064/16050 [2:33:32<20:42,  1.60it/s]
Training 3/3 epoch (loss 0.0001):  88%|████████▊ | 14064/16050 [2:33:32<20:42,  1.60it/s]
Training 3/3 epoch (loss 0.0001):  88%|████████▊ | 14065/16050 [2:33:32<18:00,  1.84it/s]
Training 3/3 epoch (loss 0.0001):  88%|████████▊ | 14065/16050 [2:33:33<18:00,  1.84it/s]
Training 3/3 epoch (loss 0.0001):  88%|████████▊ | 14066/16050 [2:33:33<17:11,  1.92it/s]
Training 3/3 epoch (loss 0.4772):  88%|████████▊ | 14066/16050 [2:33:33<17:11,  1.92it/s]
Training 3/3 epoch (loss 0.4772):  88%|████████▊ | 14067/16050 [2:33:33<17:59,  1.84it/s]
Training 3/3 epoch (loss 0.3588):  88%|████████▊ | 14067/16050 [2:33:34<17:59,  1.84it/s]
Training 3/3 epoch (loss 0.3588):  88%|████████▊ | 14068/16050 [2:33:34<16:02,  2.06it/s]
Training 3/3 epoch (loss 0.0041):  88%|████████▊ | 14068/16050 [2:33:34<16:02,  2.06it/s]
Training 3/3 epoch (loss 0.0041):  88%|████████▊ | 14069/16050 [2:33:34<17:56,  1.84it/s]
Training 3/3 epoch (loss 0.3191):  88%|████████▊ | 14069/16050 [2:33:35<17:56,  1.84it/s]
Training 3/3 epoch (loss 0.3191):  88%|████████▊ | 14070/16050 [2:33:35<16:33,  1.99it/s]
Training 3/3 epoch (loss 0.0063):  88%|████████▊ | 14070/16050 [2:33:35<16:33,  1.99it/s]
Training 3/3 epoch (loss 0.0063):  88%|████████▊ | 14071/16050 [2:33:35<15:39,  2.11it/s]
Training 3/3 epoch (loss 0.0048):  88%|████████▊ | 14071/16050 [2:33:36<15:39,  2.11it/s]
Training 3/3 epoch (loss 0.0048):  88%|████████▊ | 14072/16050 [2:33:36<20:29,  1.61it/s]
Training 3/3 epoch (loss 0.1071):  88%|████████▊ | 14072/16050 [2:33:37<20:29,  1.61it/s]
Training 3/3 epoch (loss 0.1071):  88%|████████▊ | 14073/16050 [2:33:37<20:30,  1.61it/s]
Training 3/3 epoch (loss 0.0508):  88%|████████▊ | 14073/16050 [2:33:37<20:30,  1.61it/s]
Training 3/3 epoch (loss 0.0508):  88%|████████▊ | 14074/16050 [2:33:37<18:54,  1.74it/s]
Training 3/3 epoch (loss 0.0013):  88%|████████▊ | 14074/16050 [2:33:38<18:54,  1.74it/s]
Training 3/3 epoch (loss 0.0013):  88%|████████▊ | 14075/16050 [2:33:38<17:34,  1.87it/s]
Training 3/3 epoch (loss 0.0031):  88%|████████▊ | 14075/16050 [2:33:39<17:34,  1.87it/s]
Training 3/3 epoch (loss 0.0031):  88%|████████▊ | 14076/16050 [2:33:39<24:31,  1.34it/s]
Training 3/3 epoch (loss 0.0363):  88%|████████▊ | 14076/16050 [2:33:40<24:31,  1.34it/s]
Training 3/3 epoch (loss 0.0363):  88%|████████▊ | 14077/16050 [2:33:40<26:09,  1.26it/s]
Training 3/3 epoch (loss 0.0015):  88%|████████▊ | 14077/16050 [2:33:41<26:09,  1.26it/s]
Training 3/3 epoch (loss 0.0015):  88%|████████▊ | 14078/16050 [2:33:41<24:35,  1.34it/s]
Training 3/3 epoch (loss 0.0102):  88%|████████▊ | 14078/16050 [2:33:41<24:35,  1.34it/s]
Training 3/3 epoch (loss 0.0102):  88%|████████▊ | 14079/16050 [2:33:41<23:44,  1.38it/s]
Training 3/3 epoch (loss 0.2192):  88%|████████▊ | 14079/16050 [2:33:42<23:44,  1.38it/s]
Training 3/3 epoch (loss 0.2192):  88%|████████▊ | 14080/16050 [2:33:42<21:18,  1.54it/s]
Training 3/3 epoch (loss 0.0633):  88%|████████▊ | 14080/16050 [2:33:42<21:18,  1.54it/s]
Training 3/3 epoch (loss 0.0633):  88%|████████▊ | 14081/16050 [2:33:42<20:58,  1.56it/s]
Training 3/3 epoch (loss 0.0001):  88%|████████▊ | 14081/16050 [2:33:43<20:58,  1.56it/s]
Training 3/3 epoch (loss 0.0001):  88%|████████▊ | 14082/16050 [2:33:43<18:43,  1.75it/s]
Training 3/3 epoch (loss 0.0244):  88%|████████▊ | 14082/16050 [2:33:43<18:43,  1.75it/s]
Training 3/3 epoch (loss 0.0244):  88%|████████▊ | 14083/16050 [2:33:43<18:16,  1.79it/s]
Training 3/3 epoch (loss 0.1502):  88%|████████▊ | 14083/16050 [2:33:44<18:16,  1.79it/s]
Training 3/3 epoch (loss 0.1502):  88%|████████▊ | 14084/16050 [2:33:44<16:51,  1.94it/s]
Training 3/3 epoch (loss 0.1868):  88%|████████▊ | 14084/16050 [2:33:45<16:51,  1.94it/s]
Training 3/3 epoch (loss 0.1868):  88%|████████▊ | 14085/16050 [2:33:45<24:17,  1.35it/s]
Training 3/3 epoch (loss 0.0032):  88%|████████▊ | 14085/16050 [2:33:45<24:17,  1.35it/s]
Training 3/3 epoch (loss 0.0032):  88%|████████▊ | 14086/16050 [2:33:45<20:37,  1.59it/s]
Training 3/3 epoch (loss 0.0009):  88%|████████▊ | 14086/16050 [2:33:46<20:37,  1.59it/s]
Training 3/3 epoch (loss 0.0009):  88%|████████▊ | 14087/16050 [2:33:46<19:33,  1.67it/s]
Training 3/3 epoch (loss 0.0457):  88%|████████▊ | 14087/16050 [2:33:46<19:33,  1.67it/s]
Training 3/3 epoch (loss 0.0457):  88%|████████▊ | 14088/16050 [2:33:46<19:50,  1.65it/s]
Training 3/3 epoch (loss 0.0269):  88%|████████▊ | 14088/16050 [2:33:47<19:50,  1.65it/s]
Training 3/3 epoch (loss 0.0269):  88%|████████▊ | 14089/16050 [2:33:47<20:18,  1.61it/s]
Training 3/3 epoch (loss 0.3110):  88%|████████▊ | 14089/16050 [2:33:48<20:18,  1.61it/s]
Training 3/3 epoch (loss 0.3110):  88%|████████▊ | 14090/16050 [2:33:48<20:03,  1.63it/s]
Training 3/3 epoch (loss 0.4837):  88%|████████▊ | 14090/16050 [2:33:48<20:03,  1.63it/s]
Training 3/3 epoch (loss 0.4837):  88%|████████▊ | 14091/16050 [2:33:48<18:34,  1.76it/s]
Training 3/3 epoch (loss 0.4994):  88%|████████▊ | 14091/16050 [2:33:49<18:34,  1.76it/s]
Training 3/3 epoch (loss 0.4994):  88%|████████▊ | 14092/16050 [2:33:49<18:14,  1.79it/s]
Training 3/3 epoch (loss 0.0123):  88%|████████▊ | 14092/16050 [2:33:49<18:14,  1.79it/s]
Training 3/3 epoch (loss 0.0123):  88%|████████▊ | 14093/16050 [2:33:49<17:40,  1.85it/s]
Training 3/3 epoch (loss 0.0079):  88%|████████▊ | 14093/16050 [2:33:50<17:40,  1.85it/s]
Training 3/3 epoch (loss 0.0079):  88%|████████▊ | 14094/16050 [2:33:50<16:42,  1.95it/s]
Training 3/3 epoch (loss 0.0167):  88%|████████▊ | 14094/16050 [2:33:50<16:42,  1.95it/s]
Training 3/3 epoch (loss 0.0167):  88%|████████▊ | 14095/16050 [2:33:50<18:11,  1.79it/s]
Training 3/3 epoch (loss 0.1142):  88%|████████▊ | 14095/16050 [2:33:51<18:11,  1.79it/s]
Training 3/3 epoch (loss 0.1142):  88%|████████▊ | 14096/16050 [2:33:51<16:05,  2.02it/s]
Training 3/3 epoch (loss 0.2803):  88%|████████▊ | 14096/16050 [2:33:53<16:05,  2.02it/s]
Training 3/3 epoch (loss 0.2803):  88%|████████▊ | 14097/16050 [2:33:53<32:59,  1.01s/it]
Training 3/3 epoch (loss 0.0114):  88%|████████▊ | 14097/16050 [2:33:53<32:59,  1.01s/it]
Training 3/3 epoch (loss 0.0114):  88%|████████▊ | 14098/16050 [2:33:53<27:36,  1.18it/s]
Training 3/3 epoch (loss 0.5644):  88%|████████▊ | 14098/16050 [2:33:54<27:36,  1.18it/s]
Training 3/3 epoch (loss 0.5644):  88%|████████▊ | 14099/16050 [2:33:54<23:05,  1.41it/s]
Training 3/3 epoch (loss 0.2122):  88%|████████▊ | 14099/16050 [2:33:54<23:05,  1.41it/s]
Training 3/3 epoch (loss 0.2122):  88%|████████▊ | 14100/16050 [2:33:54<23:39,  1.37it/s]
Training 3/3 epoch (loss 0.0360):  88%|████████▊ | 14100/16050 [2:33:55<23:39,  1.37it/s]
Training 3/3 epoch (loss 0.0360):  88%|████████▊ | 14101/16050 [2:33:55<21:54,  1.48it/s]
Training 3/3 epoch (loss 0.0167):  88%|████████▊ | 14101/16050 [2:33:56<21:54,  1.48it/s]
Training 3/3 epoch (loss 0.0167):  88%|████████▊ | 14102/16050 [2:33:56<22:08,  1.47it/s]
Training 3/3 epoch (loss 0.2365):  88%|████████▊ | 14102/16050 [2:33:58<22:08,  1.47it/s]
Training 3/3 epoch (loss 0.2365):  88%|████████▊ | 14103/16050 [2:33:58<38:28,  1.19s/it]
Training 3/3 epoch (loss 0.0007):  88%|████████▊ | 14103/16050 [2:33:59<38:28,  1.19s/it]
Training 3/3 epoch (loss 0.0007):  88%|████████▊ | 14104/16050 [2:33:59<34:01,  1.05s/it]
Training 3/3 epoch (loss 0.0024):  88%|████████▊ | 14104/16050 [2:33:59<34:01,  1.05s/it]
Training 3/3 epoch (loss 0.0024):  88%|████████▊ | 14105/16050 [2:33:59<28:58,  1.12it/s]
Training 3/3 epoch (loss 0.0216):  88%|████████▊ | 14105/16050 [2:34:00<28:58,  1.12it/s]
Training 3/3 epoch (loss 0.0216):  88%|████████▊ | 14106/16050 [2:34:00<24:52,  1.30it/s]
Training 3/3 epoch (loss 0.0010):  88%|████████▊ | 14106/16050 [2:34:00<24:52,  1.30it/s]
Training 3/3 epoch (loss 0.0010):  88%|████████▊ | 14107/16050 [2:34:00<22:31,  1.44it/s]
Training 3/3 epoch (loss 0.0034):  88%|████████▊ | 14107/16050 [2:34:01<22:31,  1.44it/s]
Training 3/3 epoch (loss 0.0034):  88%|████████▊ | 14108/16050 [2:34:01<20:52,  1.55it/s]
Training 3/3 epoch (loss 0.2863):  88%|████████▊ | 14108/16050 [2:34:01<20:52,  1.55it/s]
Training 3/3 epoch (loss 0.2863):  88%|████████▊ | 14109/16050 [2:34:01<17:40,  1.83it/s]
Training 3/3 epoch (loss 0.0002):  88%|████████▊ | 14109/16050 [2:34:02<17:40,  1.83it/s]
Training 3/3 epoch (loss 0.0002):  88%|████████▊ | 14110/16050 [2:34:02<16:04,  2.01it/s]
Training 3/3 epoch (loss 0.3308):  88%|████████▊ | 14110/16050 [2:34:02<16:04,  2.01it/s]
Training 3/3 epoch (loss 0.3308):  88%|████████▊ | 14111/16050 [2:34:02<16:28,  1.96it/s]
Training 3/3 epoch (loss 0.0017):  88%|████████▊ | 14111/16050 [2:34:03<16:28,  1.96it/s]
Training 3/3 epoch (loss 0.0017):  88%|████████▊ | 14112/16050 [2:34:03<16:45,  1.93it/s]
Training 3/3 epoch (loss 0.3575):  88%|████████▊ | 14112/16050 [2:34:03<16:45,  1.93it/s]
Training 3/3 epoch (loss 0.3575):  88%|████████▊ | 14113/16050 [2:34:03<15:41,  2.06it/s]
Training 3/3 epoch (loss 0.2893):  88%|████████▊ | 14113/16050 [2:34:04<15:41,  2.06it/s]
Training 3/3 epoch (loss 0.2893):  88%|████████▊ | 14114/16050 [2:34:04<16:53,  1.91it/s]
Training 3/3 epoch (loss 0.4010):  88%|████████▊ | 14114/16050 [2:34:04<16:53,  1.91it/s]
Training 3/3 epoch (loss 0.4010):  88%|████████▊ | 14115/16050 [2:34:04<15:07,  2.13it/s]
Training 3/3 epoch (loss 0.2100):  88%|████████▊ | 14115/16050 [2:34:04<15:07,  2.13it/s]
Training 3/3 epoch (loss 0.2100):  88%|████████▊ | 14116/16050 [2:34:04<14:56,  2.16it/s]
Training 3/3 epoch (loss 0.0012):  88%|████████▊ | 14116/16050 [2:34:05<14:56,  2.16it/s]
Training 3/3 epoch (loss 0.0012):  88%|████████▊ | 14117/16050 [2:34:05<15:39,  2.06it/s]
Training 3/3 epoch (loss 0.0005):  88%|████████▊ | 14117/16050 [2:34:06<15:39,  2.06it/s]
Training 3/3 epoch (loss 0.0005):  88%|████████▊ | 14118/16050 [2:34:06<16:13,  1.98it/s]
Training 3/3 epoch (loss 0.2170):  88%|████████▊ | 14118/16050 [2:34:06<16:13,  1.98it/s]
Training 3/3 epoch (loss 0.2170):  88%|████████▊ | 14119/16050 [2:34:06<16:28,  1.95it/s]
Training 3/3 epoch (loss 0.1262):  88%|████████▊ | 14119/16050 [2:34:06<16:28,  1.95it/s]
Training 3/3 epoch (loss 0.1262):  88%|████████▊ | 14120/16050 [2:34:06<15:32,  2.07it/s]
Training 3/3 epoch (loss 0.2249):  88%|████████▊ | 14120/16050 [2:34:07<15:32,  2.07it/s]
Training 3/3 epoch (loss 0.2249):  88%|████████▊ | 14121/16050 [2:34:07<16:50,  1.91it/s]
Training 3/3 epoch (loss 0.0049):  88%|████████▊ | 14121/16050 [2:34:08<16:50,  1.91it/s]
Training 3/3 epoch (loss 0.0049):  88%|████████▊ | 14122/16050 [2:34:08<16:12,  1.98it/s]
Training 3/3 epoch (loss 0.0012):  88%|████████▊ | 14122/16050 [2:34:08<16:12,  1.98it/s]
Training 3/3 epoch (loss 0.0012):  88%|████████▊ | 14123/16050 [2:34:08<14:40,  2.19it/s]
Training 3/3 epoch (loss 0.7553):  88%|████████▊ | 14123/16050 [2:34:09<14:40,  2.19it/s]
Training 3/3 epoch (loss 0.7553):  88%|████████▊ | 14124/16050 [2:34:09<18:05,  1.77it/s]
Training 3/3 epoch (loss 0.0005):  88%|████████▊ | 14124/16050 [2:34:09<18:05,  1.77it/s]
Training 3/3 epoch (loss 0.0005):  88%|████████▊ | 14125/16050 [2:34:09<18:40,  1.72it/s]
Training 3/3 epoch (loss 0.1267):  88%|████████▊ | 14125/16050 [2:34:10<18:40,  1.72it/s]
Training 3/3 epoch (loss 0.1267):  88%|████████▊ | 14126/16050 [2:34:10<16:57,  1.89it/s]
Training 3/3 epoch (loss 0.0051):  88%|████████▊ | 14126/16050 [2:34:10<16:57,  1.89it/s]
Training 3/3 epoch (loss 0.0051):  88%|████████▊ | 14127/16050 [2:34:10<16:51,  1.90it/s]
Training 3/3 epoch (loss 0.0026):  88%|████████▊ | 14127/16050 [2:34:11<16:51,  1.90it/s]
Training 3/3 epoch (loss 0.0026):  88%|████████▊ | 14128/16050 [2:34:11<16:32,  1.94it/s]
Training 3/3 epoch (loss 0.0005):  88%|████████▊ | 14128/16050 [2:34:11<16:32,  1.94it/s]
Training 3/3 epoch (loss 0.0005):  88%|████████▊ | 14129/16050 [2:34:11<17:41,  1.81it/s]
Training 3/3 epoch (loss 0.1810):  88%|████████▊ | 14129/16050 [2:34:12<17:41,  1.81it/s]
Training 3/3 epoch (loss 0.1810):  88%|████████▊ | 14130/16050 [2:34:12<17:22,  1.84it/s]
Training 3/3 epoch (loss 0.0031):  88%|████████▊ | 14130/16050 [2:34:13<17:22,  1.84it/s]
Training 3/3 epoch (loss 0.0031):  88%|████████▊ | 14131/16050 [2:34:13<25:54,  1.23it/s]
Training 3/3 epoch (loss 0.1338):  88%|████████▊ | 14131/16050 [2:34:14<25:54,  1.23it/s]
Training 3/3 epoch (loss 0.1338):  88%|████████▊ | 14132/16050 [2:34:14<24:02,  1.33it/s]
Training 3/3 epoch (loss 0.5010):  88%|████████▊ | 14132/16050 [2:34:15<24:02,  1.33it/s]
Training 3/3 epoch (loss 0.5010):  88%|████████▊ | 14133/16050 [2:34:15<22:05,  1.45it/s]
Training 3/3 epoch (loss 0.1635):  88%|████████▊ | 14133/16050 [2:34:15<22:05,  1.45it/s]
Training 3/3 epoch (loss 0.1635):  88%|████████▊ | 14134/16050 [2:34:15<20:59,  1.52it/s]
Training 3/3 epoch (loss 0.0002):  88%|████████▊ | 14134/16050 [2:34:16<20:59,  1.52it/s]
Training 3/3 epoch (loss 0.0002):  88%|████████▊ | 14135/16050 [2:34:16<19:39,  1.62it/s]
Training 3/3 epoch (loss 0.2937):  88%|████████▊ | 14135/16050 [2:34:16<19:39,  1.62it/s]
Training 3/3 epoch (loss 0.2937):  88%|████████▊ | 14136/16050 [2:34:16<17:54,  1.78it/s]
Training 3/3 epoch (loss 0.0001):  88%|████████▊ | 14136/16050 [2:34:16<17:54,  1.78it/s]
Training 3/3 epoch (loss 0.0001):  88%|████████▊ | 14137/16050 [2:34:16<16:21,  1.95it/s]
Training 3/3 epoch (loss 0.0003):  88%|████████▊ | 14137/16050 [2:34:17<16:21,  1.95it/s]
Training 3/3 epoch (loss 0.0003):  88%|████████▊ | 14138/16050 [2:34:17<16:23,  1.94it/s]
Training 3/3 epoch (loss 0.0977):  88%|████████▊ | 14138/16050 [2:34:17<16:23,  1.94it/s]
Training 3/3 epoch (loss 0.0977):  88%|████████▊ | 14139/16050 [2:34:17<14:51,  2.14it/s]
Training 3/3 epoch (loss 0.0394):  88%|████████▊ | 14139/16050 [2:34:18<14:51,  2.14it/s]
Training 3/3 epoch (loss 0.0394):  88%|████████▊ | 14140/16050 [2:34:18<15:29,  2.05it/s]
Training 3/3 epoch (loss 0.0002):  88%|████████▊ | 14140/16050 [2:34:18<15:29,  2.05it/s]
Training 3/3 epoch (loss 0.0002):  88%|████████▊ | 14141/16050 [2:34:18<16:27,  1.93it/s]
Training 3/3 epoch (loss 0.0020):  88%|████████▊ | 14141/16050 [2:34:19<16:27,  1.93it/s]
Training 3/3 epoch (loss 0.0020):  88%|████████▊ | 14142/16050 [2:34:19<17:06,  1.86it/s]
Training 3/3 epoch (loss 0.0064):  88%|████████▊ | 14142/16050 [2:34:20<17:06,  1.86it/s]
Training 3/3 epoch (loss 0.0064):  88%|████████▊ | 14143/16050 [2:34:20<16:26,  1.93it/s]
Training 3/3 epoch (loss 0.0710):  88%|████████▊ | 14143/16050 [2:34:20<16:26,  1.93it/s]
Training 3/3 epoch (loss 0.0710):  88%|████████▊ | 14144/16050 [2:34:20<15:57,  1.99it/s]
Training 3/3 epoch (loss 0.0140):  88%|████████▊ | 14144/16050 [2:34:20<15:57,  1.99it/s]
Training 3/3 epoch (loss 0.0140):  88%|████████▊ | 14145/16050 [2:34:20<14:47,  2.15it/s]
Training 3/3 epoch (loss 0.0004):  88%|████████▊ | 14145/16050 [2:34:21<14:47,  2.15it/s]
Training 3/3 epoch (loss 0.0004):  88%|████████▊ | 14146/16050 [2:34:21<14:13,  2.23it/s]
Training 3/3 epoch (loss 0.0808):  88%|████████▊ | 14146/16050 [2:34:22<14:13,  2.23it/s]
Training 3/3 epoch (loss 0.0808):  88%|████████▊ | 14147/16050 [2:34:22<17:25,  1.82it/s]
Training 3/3 epoch (loss 0.0114):  88%|████████▊ | 14147/16050 [2:34:22<17:25,  1.82it/s]
Training 3/3 epoch (loss 0.0114):  88%|████████▊ | 14148/16050 [2:34:22<18:08,  1.75it/s]
Training 3/3 epoch (loss 0.1823):  88%|████████▊ | 14148/16050 [2:34:23<18:08,  1.75it/s]
Training 3/3 epoch (loss 0.1823):  88%|████████▊ | 14149/16050 [2:34:23<18:07,  1.75it/s]
Training 3/3 epoch (loss 0.0027):  88%|████████▊ | 14149/16050 [2:34:23<18:07,  1.75it/s]
Training 3/3 epoch (loss 0.0027):  88%|████████▊ | 14150/16050 [2:34:23<19:21,  1.64it/s]
Training 3/3 epoch (loss 0.0144):  88%|████████▊ | 14150/16050 [2:34:24<19:21,  1.64it/s]
Training 3/3 epoch (loss 0.0144):  88%|████████▊ | 14151/16050 [2:34:24<18:11,  1.74it/s]
Training 3/3 epoch (loss 0.0010):  88%|████████▊ | 14151/16050 [2:34:25<18:11,  1.74it/s]
Training 3/3 epoch (loss 0.0010):  88%|████████▊ | 14152/16050 [2:34:25<18:40,  1.69it/s]
Training 3/3 epoch (loss 0.0529):  88%|████████▊ | 14152/16050 [2:34:25<18:40,  1.69it/s]
Training 3/3 epoch (loss 0.0529):  88%|████████▊ | 14153/16050 [2:34:25<19:18,  1.64it/s]
Training 3/3 epoch (loss 0.0102):  88%|████████▊ | 14153/16050 [2:34:26<19:18,  1.64it/s]
Training 3/3 epoch (loss 0.0102):  88%|████████▊ | 14154/16050 [2:34:26<18:56,  1.67it/s]
Training 3/3 epoch (loss 0.3841):  88%|████████▊ | 14154/16050 [2:34:26<18:56,  1.67it/s]
Training 3/3 epoch (loss 0.3841):  88%|████████▊ | 14155/16050 [2:34:26<17:36,  1.79it/s]
Training 3/3 epoch (loss 0.0112):  88%|████████▊ | 14155/16050 [2:34:27<17:36,  1.79it/s]
Training 3/3 epoch (loss 0.0112):  88%|████████▊ | 14156/16050 [2:34:27<19:32,  1.61it/s]
Training 3/3 epoch (loss 0.0086):  88%|████████▊ | 14156/16050 [2:34:28<19:32,  1.61it/s]
Training 3/3 epoch (loss 0.0086):  88%|████████▊ | 14157/16050 [2:34:28<18:58,  1.66it/s]
Training 3/3 epoch (loss 0.1203):  88%|████████▊ | 14157/16050 [2:34:28<18:58,  1.66it/s]
Training 3/3 epoch (loss 0.1203):  88%|████████▊ | 14158/16050 [2:34:28<17:28,  1.80it/s]
Training 3/3 epoch (loss 0.1728):  88%|████████▊ | 14158/16050 [2:34:28<17:28,  1.80it/s]
Training 3/3 epoch (loss 0.1728):  88%|████████▊ | 14159/16050 [2:34:28<16:27,  1.91it/s]
Training 3/3 epoch (loss 0.0103):  88%|████████▊ | 14159/16050 [2:34:29<16:27,  1.91it/s]
Training 3/3 epoch (loss 0.0103):  88%|████████▊ | 14160/16050 [2:34:29<16:35,  1.90it/s]
Training 3/3 epoch (loss 0.0001):  88%|████████▊ | 14160/16050 [2:34:29<16:35,  1.90it/s]
Training 3/3 epoch (loss 0.0001):  88%|████████▊ | 14161/16050 [2:34:29<15:33,  2.02it/s]
Training 3/3 epoch (loss 0.6390):  88%|████████▊ | 14161/16050 [2:34:30<15:33,  2.02it/s]
Training 3/3 epoch (loss 0.6390):  88%|████████▊ | 14162/16050 [2:34:30<15:51,  1.98it/s]
Training 3/3 epoch (loss 0.0260):  88%|████████▊ | 14162/16050 [2:34:31<15:51,  1.98it/s]
Training 3/3 epoch (loss 0.0260):  88%|████████▊ | 14163/16050 [2:34:31<16:38,  1.89it/s]
Training 3/3 epoch (loss 0.2614):  88%|████████▊ | 14163/16050 [2:34:31<16:38,  1.89it/s]
Training 3/3 epoch (loss 0.2614):  88%|████████▊ | 14164/16050 [2:34:31<16:11,  1.94it/s]
Training 3/3 epoch (loss 0.0018):  88%|████████▊ | 14164/16050 [2:34:32<16:11,  1.94it/s]
Training 3/3 epoch (loss 0.0018):  88%|████████▊ | 14165/16050 [2:34:32<16:01,  1.96it/s]
Training 3/3 epoch (loss 0.0012):  88%|████████▊ | 14165/16050 [2:34:32<16:01,  1.96it/s]
Training 3/3 epoch (loss 0.0012):  88%|████████▊ | 14166/16050 [2:34:32<15:05,  2.08it/s]
Training 3/3 epoch (loss 0.0068):  88%|████████▊ | 14166/16050 [2:34:32<15:05,  2.08it/s]
Training 3/3 epoch (loss 0.0068):  88%|████████▊ | 14167/16050 [2:34:32<14:13,  2.21it/s]
Training 3/3 epoch (loss 0.0015):  88%|████████▊ | 14167/16050 [2:34:33<14:13,  2.21it/s]
Training 3/3 epoch (loss 0.0015):  88%|████████▊ | 14168/16050 [2:34:33<13:33,  2.31it/s]
Training 3/3 epoch (loss 0.0226):  88%|████████▊ | 14168/16050 [2:34:33<13:33,  2.31it/s]
Training 3/3 epoch (loss 0.0226):  88%|████████▊ | 14169/16050 [2:34:33<14:25,  2.17it/s]
Training 3/3 epoch (loss 0.4894):  88%|████████▊ | 14169/16050 [2:34:34<14:25,  2.17it/s]
Training 3/3 epoch (loss 0.4894):  88%|████████▊ | 14170/16050 [2:34:34<20:04,  1.56it/s]
Training 3/3 epoch (loss 0.0051):  88%|████████▊ | 14170/16050 [2:34:35<20:04,  1.56it/s]
Training 3/3 epoch (loss 0.0051):  88%|████████▊ | 14171/16050 [2:34:35<20:13,  1.55it/s]
Training 3/3 epoch (loss 0.3236):  88%|████████▊ | 14171/16050 [2:34:36<20:13,  1.55it/s]
Training 3/3 epoch (loss 0.3236):  88%|████████▊ | 14172/16050 [2:34:36<19:50,  1.58it/s]
Training 3/3 epoch (loss 0.0551):  88%|████████▊ | 14172/16050 [2:34:36<19:50,  1.58it/s]
Training 3/3 epoch (loss 0.0551):  88%|████████▊ | 14173/16050 [2:34:36<18:43,  1.67it/s]
Training 3/3 epoch (loss 0.0004):  88%|████████▊ | 14173/16050 [2:34:37<18:43,  1.67it/s]
Training 3/3 epoch (loss 0.0004):  88%|████████▊ | 14174/16050 [2:34:37<18:40,  1.67it/s]
Training 3/3 epoch (loss 0.4129):  88%|████████▊ | 14174/16050 [2:34:37<18:40,  1.67it/s]
Training 3/3 epoch (loss 0.4129):  88%|████████▊ | 14175/16050 [2:34:37<16:56,  1.84it/s]
Training 3/3 epoch (loss 0.0060):  88%|████████▊ | 14175/16050 [2:34:38<16:56,  1.84it/s]
Training 3/3 epoch (loss 0.0060):  88%|████████▊ | 14176/16050 [2:34:38<19:49,  1.58it/s]
Training 3/3 epoch (loss 0.2631):  88%|████████▊ | 14176/16050 [2:34:38<19:49,  1.58it/s]
Training 3/3 epoch (loss 0.2631):  88%|████████▊ | 14177/16050 [2:34:38<18:35,  1.68it/s]
Training 3/3 epoch (loss 0.1887):  88%|████████▊ | 14177/16050 [2:34:41<18:35,  1.68it/s]
Training 3/3 epoch (loss 0.1887):  88%|████████▊ | 14178/16050 [2:34:41<34:00,  1.09s/it]
Training 3/3 epoch (loss 0.0096):  88%|████████▊ | 14178/16050 [2:34:42<34:00,  1.09s/it]
Training 3/3 epoch (loss 0.0096):  88%|████████▊ | 14179/16050 [2:34:42<34:32,  1.11s/it]
Training 3/3 epoch (loss 0.0554):  88%|████████▊ | 14179/16050 [2:34:42<34:32,  1.11s/it]
Training 3/3 epoch (loss 0.0554):  88%|████████▊ | 14180/16050 [2:34:42<30:01,  1.04it/s]
Training 3/3 epoch (loss 0.0150):  88%|████████▊ | 14180/16050 [2:34:43<30:01,  1.04it/s]
Training 3/3 epoch (loss 0.0150):  88%|████████▊ | 14181/16050 [2:34:43<25:48,  1.21it/s]
Training 3/3 epoch (loss 0.0768):  88%|████████▊ | 14181/16050 [2:34:43<25:48,  1.21it/s]
Training 3/3 epoch (loss 0.0768):  88%|████████▊ | 14182/16050 [2:34:43<21:51,  1.42it/s]
Training 3/3 epoch (loss 0.1530):  88%|████████▊ | 14182/16050 [2:34:44<21:51,  1.42it/s]
Training 3/3 epoch (loss 0.1530):  88%|████████▊ | 14183/16050 [2:34:44<22:28,  1.38it/s]
Training 3/3 epoch (loss 0.0520):  88%|████████▊ | 14183/16050 [2:34:45<22:28,  1.38it/s]
Training 3/3 epoch (loss 0.0520):  88%|████████▊ | 14184/16050 [2:34:45<20:59,  1.48it/s]
Training 3/3 epoch (loss 0.0001):  88%|████████▊ | 14184/16050 [2:34:45<20:59,  1.48it/s]
Training 3/3 epoch (loss 0.0001):  88%|████████▊ | 14185/16050 [2:34:45<18:58,  1.64it/s]
Training 3/3 epoch (loss 0.0000):  88%|████████▊ | 14185/16050 [2:34:46<18:58,  1.64it/s]
Training 3/3 epoch (loss 0.0000):  88%|████████▊ | 14186/16050 [2:34:46<18:43,  1.66it/s]
Training 3/3 epoch (loss 0.0084):  88%|████████▊ | 14186/16050 [2:34:46<18:43,  1.66it/s]
Training 3/3 epoch (loss 0.0084):  88%|████████▊ | 14187/16050 [2:34:46<18:44,  1.66it/s]
Training 3/3 epoch (loss 0.0014):  88%|████████▊ | 14187/16050 [2:34:47<18:44,  1.66it/s]
Training 3/3 epoch (loss 0.0014):  88%|████████▊ | 14188/16050 [2:34:47<18:32,  1.67it/s]
Training 3/3 epoch (loss 0.0000):  88%|████████▊ | 14188/16050 [2:34:48<18:32,  1.67it/s]
Training 3/3 epoch (loss 0.0000):  88%|████████▊ | 14189/16050 [2:34:48<18:28,  1.68it/s]
Training 3/3 epoch (loss 0.1821):  88%|████████▊ | 14189/16050 [2:34:48<18:28,  1.68it/s]
Training 3/3 epoch (loss 0.1821):  88%|████████▊ | 14190/16050 [2:34:48<17:50,  1.74it/s]
Training 3/3 epoch (loss 0.0156):  88%|████████▊ | 14190/16050 [2:34:49<17:50,  1.74it/s]
Training 3/3 epoch (loss 0.0156):  88%|████████▊ | 14191/16050 [2:34:49<17:18,  1.79it/s]
Training 3/3 epoch (loss 0.0044):  88%|████████▊ | 14191/16050 [2:34:49<17:18,  1.79it/s]
Training 3/3 epoch (loss 0.0044):  88%|████████▊ | 14192/16050 [2:34:49<16:23,  1.89it/s]
Training 3/3 epoch (loss 0.0025):  88%|████████▊ | 14192/16050 [2:34:50<16:23,  1.89it/s]
Training 3/3 epoch (loss 0.0025):  88%|████████▊ | 14193/16050 [2:34:50<15:54,  1.94it/s]
Training 3/3 epoch (loss 0.0005):  88%|████████▊ | 14193/16050 [2:34:50<15:54,  1.94it/s]
Training 3/3 epoch (loss 0.0005):  88%|████████▊ | 14194/16050 [2:34:50<14:56,  2.07it/s]
Training 3/3 epoch (loss 0.1564):  88%|████████▊ | 14194/16050 [2:34:52<14:56,  2.07it/s]
Training 3/3 epoch (loss 0.1564):  88%|████████▊ | 14195/16050 [2:34:52<32:11,  1.04s/it]
Training 3/3 epoch (loss 0.0255):  88%|████████▊ | 14195/16050 [2:34:53<32:11,  1.04s/it]
Training 3/3 epoch (loss 0.0255):  88%|████████▊ | 14196/16050 [2:34:53<28:39,  1.08it/s]
Training 3/3 epoch (loss 0.0070):  88%|████████▊ | 14196/16050 [2:34:53<28:39,  1.08it/s]
Training 3/3 epoch (loss 0.0070):  88%|████████▊ | 14197/16050 [2:34:53<24:25,  1.26it/s]
Training 3/3 epoch (loss 0.1868):  88%|████████▊ | 14197/16050 [2:34:56<24:25,  1.26it/s]
Training 3/3 epoch (loss 0.1868):  88%|████████▊ | 14198/16050 [2:34:56<37:34,  1.22s/it]
Training 3/3 epoch (loss 0.0015):  88%|████████▊ | 14198/16050 [2:34:57<37:34,  1.22s/it]
Training 3/3 epoch (loss 0.0015):  88%|████████▊ | 14199/16050 [2:34:57<34:45,  1.13s/it]
Training 3/3 epoch (loss 0.0147):  88%|████████▊ | 14199/16050 [2:34:57<34:45,  1.13s/it]
Training 3/3 epoch (loss 0.0147):  88%|████████▊ | 14200/16050 [2:34:57<32:44,  1.06s/it]
Training 3/3 epoch (loss 0.0025):  88%|████████▊ | 14200/16050 [2:34:58<32:44,  1.06s/it]
Training 3/3 epoch (loss 0.0025):  88%|████████▊ | 14201/16050 [2:34:58<26:45,  1.15it/s]
Training 3/3 epoch (loss 0.2831):  88%|████████▊ | 14201/16050 [2:34:58<26:45,  1.15it/s]
Training 3/3 epoch (loss 0.2831):  88%|████████▊ | 14202/16050 [2:34:58<22:52,  1.35it/s]
Training 3/3 epoch (loss 0.0002):  88%|████████▊ | 14202/16050 [2:34:59<22:52,  1.35it/s]
Training 3/3 epoch (loss 0.0002):  88%|████████▊ | 14203/16050 [2:34:59<21:26,  1.44it/s]
Training 3/3 epoch (loss 0.2174):  88%|████████▊ | 14203/16050 [2:34:59<21:26,  1.44it/s]
Training 3/3 epoch (loss 0.2174):  88%|████████▊ | 14204/16050 [2:34:59<19:49,  1.55it/s]
Training 3/3 epoch (loss 0.1028):  88%|████████▊ | 14204/16050 [2:35:00<19:49,  1.55it/s]
Training 3/3 epoch (loss 0.1028):  89%|████████▊ | 14205/16050 [2:35:00<20:06,  1.53it/s]
Training 3/3 epoch (loss 0.0387):  89%|████████▊ | 14205/16050 [2:35:01<20:06,  1.53it/s]
Training 3/3 epoch (loss 0.0387):  89%|████████▊ | 14206/16050 [2:35:01<20:10,  1.52it/s]
Training 3/3 epoch (loss 0.3724):  89%|████████▊ | 14206/16050 [2:35:01<20:10,  1.52it/s]
Training 3/3 epoch (loss 0.3724):  89%|████████▊ | 14207/16050 [2:35:01<18:53,  1.63it/s]
Training 3/3 epoch (loss 0.4054):  89%|████████▊ | 14207/16050 [2:35:02<18:53,  1.63it/s]
Training 3/3 epoch (loss 0.4054):  89%|████████▊ | 14208/16050 [2:35:02<19:22,  1.58it/s]
Training 3/3 epoch (loss 0.0001):  89%|████████▊ | 14208/16050 [2:35:02<19:22,  1.58it/s]
Training 3/3 epoch (loss 0.0001):  89%|████████▊ | 14209/16050 [2:35:02<17:19,  1.77it/s]
Training 3/3 epoch (loss 0.2425):  89%|████████▊ | 14209/16050 [2:35:03<17:19,  1.77it/s]
Training 3/3 epoch (loss 0.2425):  89%|████████▊ | 14210/16050 [2:35:03<15:12,  2.02it/s]
Training 3/3 epoch (loss 0.5342):  89%|████████▊ | 14210/16050 [2:35:03<15:12,  2.02it/s]
Training 3/3 epoch (loss 0.5342):  89%|████████▊ | 14211/16050 [2:35:03<14:44,  2.08it/s]
Training 3/3 epoch (loss 0.3358):  89%|████████▊ | 14211/16050 [2:35:04<14:44,  2.08it/s]
Training 3/3 epoch (loss 0.3358):  89%|████████▊ | 14212/16050 [2:35:04<14:09,  2.16it/s]
Training 3/3 epoch (loss 0.0003):  89%|████████▊ | 14212/16050 [2:35:04<14:09,  2.16it/s]
Training 3/3 epoch (loss 0.0003):  89%|████████▊ | 14213/16050 [2:35:04<14:59,  2.04it/s]
Training 3/3 epoch (loss 0.1760):  89%|████████▊ | 14213/16050 [2:35:05<14:59,  2.04it/s]
Training 3/3 epoch (loss 0.1760):  89%|████████▊ | 14214/16050 [2:35:05<14:07,  2.17it/s]
Training 3/3 epoch (loss 0.0195):  89%|████████▊ | 14214/16050 [2:35:05<14:07,  2.17it/s]
Training 3/3 epoch (loss 0.0195):  89%|████████▊ | 14215/16050 [2:35:05<15:42,  1.95it/s]
Training 3/3 epoch (loss 0.0001):  89%|████████▊ | 14215/16050 [2:35:06<15:42,  1.95it/s]
Training 3/3 epoch (loss 0.0001):  89%|████████▊ | 14216/16050 [2:35:06<15:08,  2.02it/s]
Training 3/3 epoch (loss 0.1823):  89%|████████▊ | 14216/16050 [2:35:06<15:08,  2.02it/s]
Training 3/3 epoch (loss 0.1823):  89%|████████▊ | 14217/16050 [2:35:06<16:10,  1.89it/s]
Training 3/3 epoch (loss 0.3750):  89%|████████▊ | 14217/16050 [2:35:07<16:10,  1.89it/s]
Training 3/3 epoch (loss 0.3750):  89%|████████▊ | 14218/16050 [2:35:07<17:21,  1.76it/s]
Training 3/3 epoch (loss 0.0118):  89%|████████▊ | 14218/16050 [2:35:08<17:21,  1.76it/s]
Training 3/3 epoch (loss 0.0118):  89%|████████▊ | 14219/16050 [2:35:08<19:53,  1.53it/s]
Training 3/3 epoch (loss 0.0037):  89%|████████▊ | 14219/16050 [2:35:09<19:53,  1.53it/s]
Training 3/3 epoch (loss 0.0037):  89%|████████▊ | 14220/16050 [2:35:09<21:42,  1.41it/s]
Training 3/3 epoch (loss 0.3727):  89%|████████▊ | 14220/16050 [2:35:09<21:42,  1.41it/s]
Training 3/3 epoch (loss 0.3727):  89%|████████▊ | 14221/16050 [2:35:09<21:52,  1.39it/s]
Training 3/3 epoch (loss 0.7351):  89%|████████▊ | 14221/16050 [2:35:10<21:52,  1.39it/s]
Training 3/3 epoch (loss 0.7351):  89%|████████▊ | 14222/16050 [2:35:10<19:24,  1.57it/s]
Training 3/3 epoch (loss 0.3935):  89%|████████▊ | 14222/16050 [2:35:10<19:24,  1.57it/s]
Training 3/3 epoch (loss 0.3935):  89%|████████▊ | 14223/16050 [2:35:10<17:14,  1.77it/s]
Training 3/3 epoch (loss 0.0123):  89%|████████▊ | 14223/16050 [2:35:11<17:14,  1.77it/s]
Training 3/3 epoch (loss 0.0123):  89%|████████▊ | 14224/16050 [2:35:11<17:45,  1.71it/s]
Training 3/3 epoch (loss 0.0013):  89%|████████▊ | 14224/16050 [2:35:11<17:45,  1.71it/s]
Training 3/3 epoch (loss 0.0013):  89%|████████▊ | 14225/16050 [2:35:11<18:37,  1.63it/s]
Training 3/3 epoch (loss 0.2147):  89%|████████▊ | 14225/16050 [2:35:12<18:37,  1.63it/s]
Training 3/3 epoch (loss 0.2147):  89%|████████▊ | 14226/16050 [2:35:12<16:49,  1.81it/s]
Training 3/3 epoch (loss 0.4404):  89%|████████▊ | 14226/16050 [2:35:12<16:49,  1.81it/s]
Training 3/3 epoch (loss 0.4404):  89%|████████▊ | 14227/16050 [2:35:12<16:05,  1.89it/s]
Training 3/3 epoch (loss 0.1562):  89%|████████▊ | 14227/16050 [2:35:13<16:05,  1.89it/s]
Training 3/3 epoch (loss 0.1562):  89%|████████▊ | 14228/16050 [2:35:13<16:52,  1.80it/s]
Training 3/3 epoch (loss 0.7941):  89%|████████▊ | 14228/16050 [2:35:13<16:52,  1.80it/s]
Training 3/3 epoch (loss 0.7941):  89%|████████▊ | 14229/16050 [2:35:13<15:02,  2.02it/s]
Training 3/3 epoch (loss 0.0042):  89%|████████▊ | 14229/16050 [2:35:14<15:02,  2.02it/s]
Training 3/3 epoch (loss 0.0042):  89%|████████▊ | 14230/16050 [2:35:14<16:26,  1.85it/s]
Training 3/3 epoch (loss 0.2701):  89%|████████▊ | 14230/16050 [2:35:16<16:26,  1.85it/s]
Training 3/3 epoch (loss 0.2701):  89%|████████▊ | 14231/16050 [2:35:16<31:40,  1.04s/it]
Training 3/3 epoch (loss 0.0250):  89%|████████▊ | 14231/16050 [2:35:17<31:40,  1.04s/it]
Training 3/3 epoch (loss 0.0250):  89%|████████▊ | 14232/16050 [2:35:17<26:21,  1.15it/s]
Training 3/3 epoch (loss 0.0014):  89%|████████▊ | 14232/16050 [2:35:17<26:21,  1.15it/s]
Training 3/3 epoch (loss 0.0014):  89%|████████▊ | 14233/16050 [2:35:17<24:16,  1.25it/s]
Training 3/3 epoch (loss 0.0408):  89%|████████▊ | 14233/16050 [2:35:18<24:16,  1.25it/s]
Training 3/3 epoch (loss 0.0408):  89%|████████▊ | 14234/16050 [2:35:18<22:31,  1.34it/s]
Training 3/3 epoch (loss 0.0333):  89%|████████▊ | 14234/16050 [2:35:18<22:31,  1.34it/s]
Training 3/3 epoch (loss 0.0333):  89%|████████▊ | 14235/16050 [2:35:18<19:55,  1.52it/s]
Training 3/3 epoch (loss 0.3492):  89%|████████▊ | 14235/16050 [2:35:19<19:55,  1.52it/s]
Training 3/3 epoch (loss 0.3492):  89%|████████▊ | 14236/16050 [2:35:19<18:46,  1.61it/s]
Training 3/3 epoch (loss 0.4470):  89%|████████▊ | 14236/16050 [2:35:19<18:46,  1.61it/s]
Training 3/3 epoch (loss 0.4470):  89%|████████▊ | 14237/16050 [2:35:19<16:20,  1.85it/s]
Training 3/3 epoch (loss 0.6163):  89%|████████▊ | 14237/16050 [2:35:20<16:20,  1.85it/s]
Training 3/3 epoch (loss 0.6163):  89%|████████▊ | 14238/16050 [2:35:20<16:05,  1.88it/s]
Training 3/3 epoch (loss 0.0724):  89%|████████▊ | 14238/16050 [2:35:21<16:05,  1.88it/s]
Training 3/3 epoch (loss 0.0724):  89%|████████▊ | 14239/16050 [2:35:21<19:42,  1.53it/s]
Training 3/3 epoch (loss 0.0085):  89%|████████▊ | 14239/16050 [2:35:21<19:42,  1.53it/s]
Training 3/3 epoch (loss 0.0085):  89%|████████▊ | 14240/16050 [2:35:21<19:29,  1.55it/s]
Training 3/3 epoch (loss 0.3845):  89%|████████▊ | 14240/16050 [2:35:22<19:29,  1.55it/s]
Training 3/3 epoch (loss 0.3845):  89%|████████▊ | 14241/16050 [2:35:22<18:30,  1.63it/s]
Training 3/3 epoch (loss 0.3073):  89%|████████▊ | 14241/16050 [2:35:22<18:30,  1.63it/s]
Training 3/3 epoch (loss 0.3073):  89%|████████▊ | 14242/16050 [2:35:22<17:44,  1.70it/s]
Training 3/3 epoch (loss 0.0011):  89%|████████▊ | 14242/16050 [2:35:23<17:44,  1.70it/s]
Training 3/3 epoch (loss 0.0011):  89%|████████▊ | 14243/16050 [2:35:23<17:21,  1.73it/s]
Training 3/3 epoch (loss 0.4689):  89%|████████▊ | 14243/16050 [2:35:23<17:21,  1.73it/s]
Training 3/3 epoch (loss 0.4689):  89%|████████▊ | 14244/16050 [2:35:23<16:27,  1.83it/s]
Training 3/3 epoch (loss 0.0383):  89%|████████▊ | 14244/16050 [2:35:24<16:27,  1.83it/s]
Training 3/3 epoch (loss 0.0383):  89%|████████▉ | 14245/16050 [2:35:24<15:14,  1.97it/s]
Training 3/3 epoch (loss 0.0030):  89%|████████▉ | 14245/16050 [2:35:24<15:14,  1.97it/s]
Training 3/3 epoch (loss 0.0030):  89%|████████▉ | 14246/16050 [2:35:24<16:07,  1.87it/s]
Training 3/3 epoch (loss 0.0040):  89%|████████▉ | 14246/16050 [2:35:25<16:07,  1.87it/s]
Training 3/3 epoch (loss 0.0040):  89%|████████▉ | 14247/16050 [2:35:25<16:04,  1.87it/s]
Training 3/3 epoch (loss 0.0016):  89%|████████▉ | 14247/16050 [2:35:25<16:04,  1.87it/s]
Training 3/3 epoch (loss 0.0016):  89%|████████▉ | 14248/16050 [2:35:25<15:19,  1.96it/s]
Training 3/3 epoch (loss 0.0030):  89%|████████▉ | 14248/16050 [2:35:26<15:19,  1.96it/s]
Training 3/3 epoch (loss 0.0030):  89%|████████▉ | 14249/16050 [2:35:26<14:25,  2.08it/s]
Training 3/3 epoch (loss 0.0654):  89%|████████▉ | 14249/16050 [2:35:27<14:25,  2.08it/s]
Training 3/3 epoch (loss 0.0654):  89%|████████▉ | 14250/16050 [2:35:27<16:06,  1.86it/s]
Training 3/3 epoch (loss 0.0004):  89%|████████▉ | 14250/16050 [2:35:27<16:06,  1.86it/s]
Training 3/3 epoch (loss 0.0004):  89%|████████▉ | 14251/16050 [2:35:27<14:50,  2.02it/s]
Training 3/3 epoch (loss 0.0157):  89%|████████▉ | 14251/16050 [2:35:27<14:50,  2.02it/s]
Training 3/3 epoch (loss 0.0157):  89%|████████▉ | 14252/16050 [2:35:27<15:14,  1.97it/s]
Training 3/3 epoch (loss 0.0178):  89%|████████▉ | 14252/16050 [2:35:28<15:14,  1.97it/s]
Training 3/3 epoch (loss 0.0178):  89%|████████▉ | 14253/16050 [2:35:28<15:56,  1.88it/s]
Training 3/3 epoch (loss 0.0126):  89%|████████▉ | 14253/16050 [2:35:29<15:56,  1.88it/s]
Training 3/3 epoch (loss 0.0126):  89%|████████▉ | 14254/16050 [2:35:29<16:43,  1.79it/s]
Training 3/3 epoch (loss 0.0060):  89%|████████▉ | 14254/16050 [2:35:29<16:43,  1.79it/s]
Training 3/3 epoch (loss 0.0060):  89%|████████▉ | 14255/16050 [2:35:29<18:34,  1.61it/s]
Training 3/3 epoch (loss 0.0000):  89%|████████▉ | 14255/16050 [2:35:30<18:34,  1.61it/s]
Training 3/3 epoch (loss 0.0000):  89%|████████▉ | 14256/16050 [2:35:30<16:56,  1.77it/s]
Training 3/3 epoch (loss 0.0006):  89%|████████▉ | 14256/16050 [2:35:30<16:56,  1.77it/s]
Training 3/3 epoch (loss 0.0006):  89%|████████▉ | 14257/16050 [2:35:30<17:27,  1.71it/s]
Training 3/3 epoch (loss 0.0010):  89%|████████▉ | 14257/16050 [2:35:31<17:27,  1.71it/s]
Training 3/3 epoch (loss 0.0010):  89%|████████▉ | 14258/16050 [2:35:31<18:18,  1.63it/s]
Training 3/3 epoch (loss 0.5531):  89%|████████▉ | 14258/16050 [2:35:32<18:18,  1.63it/s]
Training 3/3 epoch (loss 0.5531):  89%|████████▉ | 14259/16050 [2:35:32<16:29,  1.81it/s]
Training 3/3 epoch (loss 0.0000):  89%|████████▉ | 14259/16050 [2:35:32<16:29,  1.81it/s]
Training 3/3 epoch (loss 0.0000):  89%|████████▉ | 14260/16050 [2:35:32<14:29,  2.06it/s]
Training 3/3 epoch (loss 0.0147):  89%|████████▉ | 14260/16050 [2:35:33<14:29,  2.06it/s]
Training 3/3 epoch (loss 0.0147):  89%|████████▉ | 14261/16050 [2:35:33<18:14,  1.63it/s]
Training 3/3 epoch (loss 0.0070):  89%|████████▉ | 14261/16050 [2:35:33<18:14,  1.63it/s]
Training 3/3 epoch (loss 0.0070):  89%|████████▉ | 14262/16050 [2:35:33<17:42,  1.68it/s]
Training 3/3 epoch (loss 0.1888):  89%|████████▉ | 14262/16050 [2:35:34<17:42,  1.68it/s]
Training 3/3 epoch (loss 0.1888):  89%|████████▉ | 14263/16050 [2:35:34<16:53,  1.76it/s]
Training 3/3 epoch (loss 0.1023):  89%|████████▉ | 14263/16050 [2:35:35<16:53,  1.76it/s]
Training 3/3 epoch (loss 0.1023):  89%|████████▉ | 14264/16050 [2:35:35<19:23,  1.53it/s]
Training 3/3 epoch (loss 0.2438):  89%|████████▉ | 14264/16050 [2:35:35<19:23,  1.53it/s]
Training 3/3 epoch (loss 0.2438):  89%|████████▉ | 14265/16050 [2:35:35<18:17,  1.63it/s]
Training 3/3 epoch (loss 0.0201):  89%|████████▉ | 14265/16050 [2:35:36<18:17,  1.63it/s]
Training 3/3 epoch (loss 0.0201):  89%|████████▉ | 14266/16050 [2:35:36<18:17,  1.62it/s]
Training 3/3 epoch (loss 0.0145):  89%|████████▉ | 14266/16050 [2:35:36<18:17,  1.62it/s]
Training 3/3 epoch (loss 0.0145):  89%|████████▉ | 14267/16050 [2:35:36<16:59,  1.75it/s]
Training 3/3 epoch (loss 0.0041):  89%|████████▉ | 14267/16050 [2:35:37<16:59,  1.75it/s]
Training 3/3 epoch (loss 0.0041):  89%|████████▉ | 14268/16050 [2:35:37<15:23,  1.93it/s]
Training 3/3 epoch (loss 0.0238):  89%|████████▉ | 14268/16050 [2:35:37<15:23,  1.93it/s]
Training 3/3 epoch (loss 0.0238):  89%|████████▉ | 14269/16050 [2:35:37<16:03,  1.85it/s]
Training 3/3 epoch (loss 0.0604):  89%|████████▉ | 14269/16050 [2:35:38<16:03,  1.85it/s]
Training 3/3 epoch (loss 0.0604):  89%|████████▉ | 14270/16050 [2:35:38<16:43,  1.77it/s]
Training 3/3 epoch (loss 0.0443):  89%|████████▉ | 14270/16050 [2:35:38<16:43,  1.77it/s]
Training 3/3 epoch (loss 0.0443):  89%|████████▉ | 14271/16050 [2:35:38<16:33,  1.79it/s]
Training 3/3 epoch (loss 0.3060):  89%|████████▉ | 14271/16050 [2:35:39<16:33,  1.79it/s]
Training 3/3 epoch (loss 0.3060):  89%|████████▉ | 14272/16050 [2:35:39<15:36,  1.90it/s]
Training 3/3 epoch (loss 0.0112):  89%|████████▉ | 14272/16050 [2:35:39<15:36,  1.90it/s]
Training 3/3 epoch (loss 0.0112):  89%|████████▉ | 14273/16050 [2:35:39<15:40,  1.89it/s]
Training 3/3 epoch (loss 0.1013):  89%|████████▉ | 14273/16050 [2:35:40<15:40,  1.89it/s]
Training 3/3 epoch (loss 0.1013):  89%|████████▉ | 14274/16050 [2:35:40<16:28,  1.80it/s]
Training 3/3 epoch (loss 0.0617):  89%|████████▉ | 14274/16050 [2:35:41<16:28,  1.80it/s]
Training 3/3 epoch (loss 0.0617):  89%|████████▉ | 14275/16050 [2:35:41<17:28,  1.69it/s]
Training 3/3 epoch (loss 0.0271):  89%|████████▉ | 14275/16050 [2:35:41<17:28,  1.69it/s]
Training 3/3 epoch (loss 0.0271):  89%|████████▉ | 14276/16050 [2:35:41<16:51,  1.75it/s]
Training 3/3 epoch (loss 0.0002):  89%|████████▉ | 14276/16050 [2:35:42<16:51,  1.75it/s]
Training 3/3 epoch (loss 0.0002):  89%|████████▉ | 14277/16050 [2:35:42<16:34,  1.78it/s]
Training 3/3 epoch (loss 0.0017):  89%|████████▉ | 14277/16050 [2:35:42<16:34,  1.78it/s]
Training 3/3 epoch (loss 0.0017):  89%|████████▉ | 14278/16050 [2:35:42<16:26,  1.80it/s]
Training 3/3 epoch (loss 0.0160):  89%|████████▉ | 14278/16050 [2:35:43<16:26,  1.80it/s]
Training 3/3 epoch (loss 0.0160):  89%|████████▉ | 14279/16050 [2:35:43<16:42,  1.77it/s]
Training 3/3 epoch (loss 0.0899):  89%|████████▉ | 14279/16050 [2:35:43<16:42,  1.77it/s]
Training 3/3 epoch (loss 0.0899):  89%|████████▉ | 14280/16050 [2:35:43<15:18,  1.93it/s]
Training 3/3 epoch (loss 0.4433):  89%|████████▉ | 14280/16050 [2:35:44<15:18,  1.93it/s]
Training 3/3 epoch (loss 0.4433):  89%|████████▉ | 14281/16050 [2:35:44<14:13,  2.07it/s]
Training 3/3 epoch (loss 0.0241):  89%|████████▉ | 14281/16050 [2:35:44<14:13,  2.07it/s]
Training 3/3 epoch (loss 0.0241):  89%|████████▉ | 14282/16050 [2:35:44<14:35,  2.02it/s]
Training 3/3 epoch (loss 0.0004):  89%|████████▉ | 14282/16050 [2:35:45<14:35,  2.02it/s]
Training 3/3 epoch (loss 0.0004):  89%|████████▉ | 14283/16050 [2:35:45<13:48,  2.13it/s]
Training 3/3 epoch (loss 0.0115):  89%|████████▉ | 14283/16050 [2:35:45<13:48,  2.13it/s]
Training 3/3 epoch (loss 0.0115):  89%|████████▉ | 14284/16050 [2:35:45<16:05,  1.83it/s]
Training 3/3 epoch (loss 0.0163):  89%|████████▉ | 14284/16050 [2:35:46<16:05,  1.83it/s]
Training 3/3 epoch (loss 0.0163):  89%|████████▉ | 14285/16050 [2:35:46<16:22,  1.80it/s]
Training 3/3 epoch (loss 0.0919):  89%|████████▉ | 14285/16050 [2:35:47<16:22,  1.80it/s]
Training 3/3 epoch (loss 0.0919):  89%|████████▉ | 14286/16050 [2:35:47<17:30,  1.68it/s]
Training 3/3 epoch (loss 0.0004):  89%|████████▉ | 14286/16050 [2:35:48<17:30,  1.68it/s]
Training 3/3 epoch (loss 0.0004):  89%|████████▉ | 14287/16050 [2:35:48<23:07,  1.27it/s]
Training 3/3 epoch (loss 0.0020):  89%|████████▉ | 14287/16050 [2:35:49<23:07,  1.27it/s]
Training 3/3 epoch (loss 0.0020):  89%|████████▉ | 14288/16050 [2:35:49<21:19,  1.38it/s]
Training 3/3 epoch (loss 0.3184):  89%|████████▉ | 14288/16050 [2:35:49<21:19,  1.38it/s]
Training 3/3 epoch (loss 0.3184):  89%|████████▉ | 14289/16050 [2:35:49<18:30,  1.59it/s]
Training 3/3 epoch (loss 0.0213):  89%|████████▉ | 14289/16050 [2:35:50<18:30,  1.59it/s]
Training 3/3 epoch (loss 0.0213):  89%|████████▉ | 14290/16050 [2:35:50<18:27,  1.59it/s]
Training 3/3 epoch (loss 0.0816):  89%|████████▉ | 14290/16050 [2:35:50<18:27,  1.59it/s]
Training 3/3 epoch (loss 0.0816):  89%|████████▉ | 14291/16050 [2:35:50<20:36,  1.42it/s]
Training 3/3 epoch (loss 0.2793):  89%|████████▉ | 14291/16050 [2:35:51<20:36,  1.42it/s]
Training 3/3 epoch (loss 0.2793):  89%|████████▉ | 14292/16050 [2:35:51<18:35,  1.58it/s]
Training 3/3 epoch (loss 0.0014):  89%|████████▉ | 14292/16050 [2:35:51<18:35,  1.58it/s]
Training 3/3 epoch (loss 0.0014):  89%|████████▉ | 14293/16050 [2:35:51<17:04,  1.71it/s]
Training 3/3 epoch (loss 0.0015):  89%|████████▉ | 14293/16050 [2:35:52<17:04,  1.71it/s]
Training 3/3 epoch (loss 0.0015):  89%|████████▉ | 14294/16050 [2:35:52<17:42,  1.65it/s]
Training 3/3 epoch (loss 0.0680):  89%|████████▉ | 14294/16050 [2:35:53<17:42,  1.65it/s]
Training 3/3 epoch (loss 0.0680):  89%|████████▉ | 14295/16050 [2:35:53<19:00,  1.54it/s]
Training 3/3 epoch (loss 0.2570):  89%|████████▉ | 14295/16050 [2:35:53<19:00,  1.54it/s]
Training 3/3 epoch (loss 0.2570):  89%|████████▉ | 14296/16050 [2:35:53<16:22,  1.79it/s]
Training 3/3 epoch (loss 0.0033):  89%|████████▉ | 14296/16050 [2:35:53<16:22,  1.79it/s]
Training 3/3 epoch (loss 0.0033):  89%|████████▉ | 14297/16050 [2:35:53<14:40,  1.99it/s]
Training 3/3 epoch (loss 0.3001):  89%|████████▉ | 14297/16050 [2:35:56<14:40,  1.99it/s]
Training 3/3 epoch (loss 0.3001):  89%|████████▉ | 14298/16050 [2:35:56<29:46,  1.02s/it]
Training 3/3 epoch (loss 0.0241):  89%|████████▉ | 14298/16050 [2:35:56<29:46,  1.02s/it]
Training 3/3 epoch (loss 0.0241):  89%|████████▉ | 14299/16050 [2:35:56<24:46,  1.18it/s]
Training 3/3 epoch (loss 0.0000):  89%|████████▉ | 14299/16050 [2:35:57<24:46,  1.18it/s]
Training 3/3 epoch (loss 0.0000):  89%|████████▉ | 14300/16050 [2:35:57<20:44,  1.41it/s]
Training 3/3 epoch (loss 0.0998):  89%|████████▉ | 14300/16050 [2:35:58<20:44,  1.41it/s]
Training 3/3 epoch (loss 0.0998):  89%|████████▉ | 14301/16050 [2:35:58<22:52,  1.27it/s]
Training 3/3 epoch (loss 0.0448):  89%|████████▉ | 14301/16050 [2:35:58<22:52,  1.27it/s]
Training 3/3 epoch (loss 0.0448):  89%|████████▉ | 14302/16050 [2:35:58<20:18,  1.43it/s]
Training 3/3 epoch (loss 0.3119):  89%|████████▉ | 14302/16050 [2:35:58<20:18,  1.43it/s]
Training 3/3 epoch (loss 0.3119):  89%|████████▉ | 14303/16050 [2:35:58<17:06,  1.70it/s]
Training 3/3 epoch (loss 0.0036):  89%|████████▉ | 14303/16050 [2:35:59<17:06,  1.70it/s]
Training 3/3 epoch (loss 0.0036):  89%|████████▉ | 14304/16050 [2:35:59<16:13,  1.79it/s]
Training 3/3 epoch (loss 0.0001):  89%|████████▉ | 14304/16050 [2:35:59<16:13,  1.79it/s]
Training 3/3 epoch (loss 0.0001):  89%|████████▉ | 14305/16050 [2:35:59<15:19,  1.90it/s]
Training 3/3 epoch (loss 0.0931):  89%|████████▉ | 14305/16050 [2:36:00<15:19,  1.90it/s]
Training 3/3 epoch (loss 0.0931):  89%|████████▉ | 14306/16050 [2:36:00<13:54,  2.09it/s]
Training 3/3 epoch (loss 0.0002):  89%|████████▉ | 14306/16050 [2:36:00<13:54,  2.09it/s]
Training 3/3 epoch (loss 0.0002):  89%|████████▉ | 14307/16050 [2:36:00<13:11,  2.20it/s]
Training 3/3 epoch (loss 0.0000):  89%|████████▉ | 14307/16050 [2:36:01<13:11,  2.20it/s]
Training 3/3 epoch (loss 0.0000):  89%|████████▉ | 14308/16050 [2:36:01<13:48,  2.10it/s]
Training 3/3 epoch (loss 0.0081):  89%|████████▉ | 14308/16050 [2:36:01<13:48,  2.10it/s]
Training 3/3 epoch (loss 0.0081):  89%|████████▉ | 14309/16050 [2:36:01<14:49,  1.96it/s]
Training 3/3 epoch (loss 0.0107):  89%|████████▉ | 14309/16050 [2:36:02<14:49,  1.96it/s]
Training 3/3 epoch (loss 0.0107):  89%|████████▉ | 14310/16050 [2:36:02<20:08,  1.44it/s]
Training 3/3 epoch (loss 0.6306):  89%|████████▉ | 14310/16050 [2:36:03<20:08,  1.44it/s]
Training 3/3 epoch (loss 0.6306):  89%|████████▉ | 14311/16050 [2:36:03<18:08,  1.60it/s]
Training 3/3 epoch (loss 0.1081):  89%|████████▉ | 14311/16050 [2:36:03<18:08,  1.60it/s]
Training 3/3 epoch (loss 0.1081):  89%|████████▉ | 14312/16050 [2:36:03<16:33,  1.75it/s]
Training 3/3 epoch (loss 0.1456):  89%|████████▉ | 14312/16050 [2:36:05<16:33,  1.75it/s]
Training 3/3 epoch (loss 0.1456):  89%|████████▉ | 14313/16050 [2:36:05<30:55,  1.07s/it]
Training 3/3 epoch (loss 0.0006):  89%|████████▉ | 14313/16050 [2:36:06<30:55,  1.07s/it]
Training 3/3 epoch (loss 0.0006):  89%|████████▉ | 14314/16050 [2:36:06<26:16,  1.10it/s]
Training 3/3 epoch (loss 0.0014):  89%|████████▉ | 14314/16050 [2:36:06<26:16,  1.10it/s]
Training 3/3 epoch (loss 0.0014):  89%|████████▉ | 14315/16050 [2:36:06<23:00,  1.26it/s]
Training 3/3 epoch (loss 0.0022):  89%|████████▉ | 14315/16050 [2:36:07<23:00,  1.26it/s]
Training 3/3 epoch (loss 0.0022):  89%|████████▉ | 14316/16050 [2:36:07<20:45,  1.39it/s]
Training 3/3 epoch (loss 0.0000):  89%|████████▉ | 14316/16050 [2:36:07<20:45,  1.39it/s]
Training 3/3 epoch (loss 0.0000):  89%|████████▉ | 14317/16050 [2:36:07<18:35,  1.55it/s]
Training 3/3 epoch (loss 0.0019):  89%|████████▉ | 14317/16050 [2:36:08<18:35,  1.55it/s]
Training 3/3 epoch (loss 0.0019):  89%|████████▉ | 14318/16050 [2:36:08<18:13,  1.58it/s]
Training 3/3 epoch (loss 0.0001):  89%|████████▉ | 14318/16050 [2:36:08<18:13,  1.58it/s]
Training 3/3 epoch (loss 0.0001):  89%|████████▉ | 14319/16050 [2:36:08<15:54,  1.81it/s]
Training 3/3 epoch (loss 0.0084):  89%|████████▉ | 14319/16050 [2:36:09<15:54,  1.81it/s]
Training 3/3 epoch (loss 0.0084):  89%|████████▉ | 14320/16050 [2:36:09<16:56,  1.70it/s]
Training 3/3 epoch (loss 0.0000):  89%|████████▉ | 14320/16050 [2:36:10<16:56,  1.70it/s]
Training 3/3 epoch (loss 0.0000):  89%|████████▉ | 14321/16050 [2:36:10<15:52,  1.82it/s]
Training 3/3 epoch (loss 0.0156):  89%|████████▉ | 14321/16050 [2:36:10<15:52,  1.82it/s]
Training 3/3 epoch (loss 0.0156):  89%|████████▉ | 14322/16050 [2:36:10<14:42,  1.96it/s]
Training 3/3 epoch (loss 0.3052):  89%|████████▉ | 14322/16050 [2:36:10<14:42,  1.96it/s]
Training 3/3 epoch (loss 0.3052):  89%|████████▉ | 14323/16050 [2:36:10<13:52,  2.08it/s]
Training 3/3 epoch (loss 0.0350):  89%|████████▉ | 14323/16050 [2:36:11<13:52,  2.08it/s]
Training 3/3 epoch (loss 0.0350):  89%|████████▉ | 14324/16050 [2:36:11<14:59,  1.92it/s]
Training 3/3 epoch (loss 0.3933):  89%|████████▉ | 14324/16050 [2:36:12<14:59,  1.92it/s]
Training 3/3 epoch (loss 0.3933):  89%|████████▉ | 14325/16050 [2:36:12<15:26,  1.86it/s]
Training 3/3 epoch (loss 0.0636):  89%|████████▉ | 14325/16050 [2:36:12<15:26,  1.86it/s]
Training 3/3 epoch (loss 0.0636):  89%|████████▉ | 14326/16050 [2:36:12<14:56,  1.92it/s]
Training 3/3 epoch (loss 0.0005):  89%|████████▉ | 14326/16050 [2:36:12<14:56,  1.92it/s]
Training 3/3 epoch (loss 0.0005):  89%|████████▉ | 14327/16050 [2:36:12<13:20,  2.15it/s]
Training 3/3 epoch (loss 0.2835):  89%|████████▉ | 14327/16050 [2:36:13<13:20,  2.15it/s]
Training 3/3 epoch (loss 0.2835):  89%|████████▉ | 14328/16050 [2:36:13<12:18,  2.33it/s]
Training 3/3 epoch (loss 0.0043):  89%|████████▉ | 14328/16050 [2:36:13<12:18,  2.33it/s]
Training 3/3 epoch (loss 0.0043):  89%|████████▉ | 14329/16050 [2:36:13<11:30,  2.49it/s]
Training 3/3 epoch (loss 0.2465):  89%|████████▉ | 14329/16050 [2:36:14<11:30,  2.49it/s]
Training 3/3 epoch (loss 0.2465):  89%|████████▉ | 14330/16050 [2:36:14<11:31,  2.49it/s]
Training 3/3 epoch (loss 0.0010):  89%|████████▉ | 14330/16050 [2:36:14<11:31,  2.49it/s]
Training 3/3 epoch (loss 0.0010):  89%|████████▉ | 14331/16050 [2:36:14<14:37,  1.96it/s]
Training 3/3 epoch (loss 0.1291):  89%|████████▉ | 14331/16050 [2:36:15<14:37,  1.96it/s]
Training 3/3 epoch (loss 0.1291):  89%|████████▉ | 14332/16050 [2:36:15<15:41,  1.82it/s]
Training 3/3 epoch (loss 0.0104):  89%|████████▉ | 14332/16050 [2:36:15<15:41,  1.82it/s]
Training 3/3 epoch (loss 0.0104):  89%|████████▉ | 14333/16050 [2:36:15<14:59,  1.91it/s]
Training 3/3 epoch (loss 0.3568):  89%|████████▉ | 14333/16050 [2:36:16<14:59,  1.91it/s]
Training 3/3 epoch (loss 0.3568):  89%|████████▉ | 14334/16050 [2:36:16<14:45,  1.94it/s]
Training 3/3 epoch (loss 0.0041):  89%|████████▉ | 14334/16050 [2:36:16<14:45,  1.94it/s]
Training 3/3 epoch (loss 0.0041):  89%|████████▉ | 14335/16050 [2:36:16<13:51,  2.06it/s]
Training 3/3 epoch (loss 0.0049):  89%|████████▉ | 14335/16050 [2:36:17<13:51,  2.06it/s]
Training 3/3 epoch (loss 0.0049):  89%|████████▉ | 14336/16050 [2:36:17<14:47,  1.93it/s]
Training 3/3 epoch (loss 0.0079):  89%|████████▉ | 14336/16050 [2:36:18<14:47,  1.93it/s]
Training 3/3 epoch (loss 0.0079):  89%|████████▉ | 14337/16050 [2:36:18<15:58,  1.79it/s]
Training 3/3 epoch (loss 0.0217):  89%|████████▉ | 14337/16050 [2:36:18<15:58,  1.79it/s]
Training 3/3 epoch (loss 0.0217):  89%|████████▉ | 14338/16050 [2:36:18<15:17,  1.87it/s]
Training 3/3 epoch (loss 0.0007):  89%|████████▉ | 14338/16050 [2:36:19<15:17,  1.87it/s]
Training 3/3 epoch (loss 0.0007):  89%|████████▉ | 14339/16050 [2:36:19<16:02,  1.78it/s]
Training 3/3 epoch (loss 0.0024):  89%|████████▉ | 14339/16050 [2:36:19<16:02,  1.78it/s]
Training 3/3 epoch (loss 0.0024):  89%|████████▉ | 14340/16050 [2:36:19<17:46,  1.60it/s]
Training 3/3 epoch (loss 0.0020):  89%|████████▉ | 14340/16050 [2:36:20<17:46,  1.60it/s]
Training 3/3 epoch (loss 0.0020):  89%|████████▉ | 14341/16050 [2:36:20<16:34,  1.72it/s]
Training 3/3 epoch (loss 0.2211):  89%|████████▉ | 14341/16050 [2:36:22<16:34,  1.72it/s]
Training 3/3 epoch (loss 0.2211):  89%|████████▉ | 14342/16050 [2:36:22<30:44,  1.08s/it]
Training 3/3 epoch (loss 0.2724):  89%|████████▉ | 14342/16050 [2:36:23<30:44,  1.08s/it]
Training 3/3 epoch (loss 0.2724):  89%|████████▉ | 14343/16050 [2:36:23<25:16,  1.13it/s]
Training 3/3 epoch (loss 0.3743):  89%|████████▉ | 14343/16050 [2:36:23<25:16,  1.13it/s]
Training 3/3 epoch (loss 0.3743):  89%|████████▉ | 14344/16050 [2:36:23<21:33,  1.32it/s]
Training 3/3 epoch (loss 0.0058):  89%|████████▉ | 14344/16050 [2:36:23<21:33,  1.32it/s]
Training 3/3 epoch (loss 0.0058):  89%|████████▉ | 14345/16050 [2:36:23<18:34,  1.53it/s]
Training 3/3 epoch (loss 0.0036):  89%|████████▉ | 14345/16050 [2:36:24<18:34,  1.53it/s]
Training 3/3 epoch (loss 0.0036):  89%|████████▉ | 14346/16050 [2:36:24<17:27,  1.63it/s]
Training 3/3 epoch (loss 0.0003):  89%|████████▉ | 14346/16050 [2:36:25<17:27,  1.63it/s]
Training 3/3 epoch (loss 0.0003):  89%|████████▉ | 14347/16050 [2:36:25<17:20,  1.64it/s]
Training 3/3 epoch (loss 0.0128):  89%|████████▉ | 14347/16050 [2:36:25<17:20,  1.64it/s]
Training 3/3 epoch (loss 0.0128):  89%|████████▉ | 14348/16050 [2:36:25<16:01,  1.77it/s]
Training 3/3 epoch (loss 0.3253):  89%|████████▉ | 14348/16050 [2:36:25<16:01,  1.77it/s]
Training 3/3 epoch (loss 0.3253):  89%|████████▉ | 14349/16050 [2:36:25<14:35,  1.94it/s]
Training 3/3 epoch (loss 0.0015):  89%|████████▉ | 14349/16050 [2:36:26<14:35,  1.94it/s]
Training 3/3 epoch (loss 0.0015):  89%|████████▉ | 14350/16050 [2:36:26<13:43,  2.06it/s]
Training 3/3 epoch (loss 0.0003):  89%|████████▉ | 14350/16050 [2:36:26<13:43,  2.06it/s]
Training 3/3 epoch (loss 0.0003):  89%|████████▉ | 14351/16050 [2:36:26<14:20,  1.98it/s]
Training 3/3 epoch (loss 0.0335):  89%|████████▉ | 14351/16050 [2:36:27<14:20,  1.98it/s]
Training 3/3 epoch (loss 0.0335):  89%|████████▉ | 14352/16050 [2:36:27<15:07,  1.87it/s]
Training 3/3 epoch (loss 0.0047):  89%|████████▉ | 14352/16050 [2:36:28<15:07,  1.87it/s]
Training 3/3 epoch (loss 0.0047):  89%|████████▉ | 14353/16050 [2:36:28<15:10,  1.86it/s]
Training 3/3 epoch (loss 0.0005):  89%|████████▉ | 14353/16050 [2:36:28<15:10,  1.86it/s]
Training 3/3 epoch (loss 0.0005):  89%|████████▉ | 14354/16050 [2:36:28<14:08,  2.00it/s]
Training 3/3 epoch (loss 0.0109):  89%|████████▉ | 14354/16050 [2:36:29<14:08,  2.00it/s]
Training 3/3 epoch (loss 0.0109):  89%|████████▉ | 14355/16050 [2:36:29<14:55,  1.89it/s]
Training 3/3 epoch (loss 0.2796):  89%|████████▉ | 14355/16050 [2:36:29<14:55,  1.89it/s]
Training 3/3 epoch (loss 0.2796):  89%|████████▉ | 14356/16050 [2:36:29<15:32,  1.82it/s]
Training 3/3 epoch (loss 0.0049):  89%|████████▉ | 14356/16050 [2:36:30<15:32,  1.82it/s]
Training 3/3 epoch (loss 0.0049):  89%|████████▉ | 14357/16050 [2:36:30<15:22,  1.83it/s]
Training 3/3 epoch (loss 0.0001):  89%|████████▉ | 14357/16050 [2:36:30<15:22,  1.83it/s]
Training 3/3 epoch (loss 0.0001):  89%|████████▉ | 14358/16050 [2:36:30<14:36,  1.93it/s]
Training 3/3 epoch (loss 0.0002):  89%|████████▉ | 14358/16050 [2:36:31<14:36,  1.93it/s]
Training 3/3 epoch (loss 0.0002):  89%|████████▉ | 14359/16050 [2:36:31<17:35,  1.60it/s]
Training 3/3 epoch (loss 0.0295):  89%|████████▉ | 14359/16050 [2:36:32<17:35,  1.60it/s]
Training 3/3 epoch (loss 0.0295):  89%|████████▉ | 14360/16050 [2:36:32<16:47,  1.68it/s]
Training 3/3 epoch (loss 0.0490):  89%|████████▉ | 14360/16050 [2:36:32<16:47,  1.68it/s]
Training 3/3 epoch (loss 0.0490):  89%|████████▉ | 14361/16050 [2:36:32<16:43,  1.68it/s]
Training 3/3 epoch (loss 0.4080):  89%|████████▉ | 14361/16050 [2:36:33<16:43,  1.68it/s]
Training 3/3 epoch (loss 0.4080):  89%|████████▉ | 14362/16050 [2:36:33<15:04,  1.87it/s]
Training 3/3 epoch (loss 0.0159):  89%|████████▉ | 14362/16050 [2:36:33<15:04,  1.87it/s]
Training 3/3 epoch (loss 0.0159):  89%|████████▉ | 14363/16050 [2:36:33<13:57,  2.01it/s]
Training 3/3 epoch (loss 0.0334):  89%|████████▉ | 14363/16050 [2:36:34<13:57,  2.01it/s]
Training 3/3 epoch (loss 0.0334):  89%|████████▉ | 14364/16050 [2:36:34<14:53,  1.89it/s]
Training 3/3 epoch (loss 0.0006):  89%|████████▉ | 14364/16050 [2:36:34<14:53,  1.89it/s]
Training 3/3 epoch (loss 0.0006):  90%|████████▉ | 14365/16050 [2:36:34<13:22,  2.10it/s]
Training 3/3 epoch (loss 0.0094):  90%|████████▉ | 14365/16050 [2:36:34<13:22,  2.10it/s]
Training 3/3 epoch (loss 0.0094):  90%|████████▉ | 14366/16050 [2:36:34<13:47,  2.04it/s]
Training 3/3 epoch (loss 0.0011):  90%|████████▉ | 14366/16050 [2:36:35<13:47,  2.04it/s]
Training 3/3 epoch (loss 0.0011):  90%|████████▉ | 14367/16050 [2:36:35<13:32,  2.07it/s]
Training 3/3 epoch (loss 0.0011):  90%|████████▉ | 14367/16050 [2:36:35<13:32,  2.07it/s]
Training 3/3 epoch (loss 0.0011):  90%|████████▉ | 14368/16050 [2:36:35<14:19,  1.96it/s]
Training 3/3 epoch (loss 0.0036):  90%|████████▉ | 14368/16050 [2:36:36<14:19,  1.96it/s]
Training 3/3 epoch (loss 0.0036):  90%|████████▉ | 14369/16050 [2:36:36<14:27,  1.94it/s]
Training 3/3 epoch (loss 0.3192):  90%|████████▉ | 14369/16050 [2:36:36<14:27,  1.94it/s]
Training 3/3 epoch (loss 0.3192):  90%|████████▉ | 14370/16050 [2:36:36<12:51,  2.18it/s]
Training 3/3 epoch (loss 0.3178):  90%|████████▉ | 14370/16050 [2:36:37<12:51,  2.18it/s]
Training 3/3 epoch (loss 0.3178):  90%|████████▉ | 14371/16050 [2:36:37<11:53,  2.35it/s]
Training 3/3 epoch (loss 0.0442):  90%|████████▉ | 14371/16050 [2:36:37<11:53,  2.35it/s]
Training 3/3 epoch (loss 0.0442):  90%|████████▉ | 14372/16050 [2:36:37<11:47,  2.37it/s]
Training 3/3 epoch (loss 0.2155):  90%|████████▉ | 14372/16050 [2:36:39<11:47,  2.37it/s]
Training 3/3 epoch (loss 0.2155):  90%|████████▉ | 14373/16050 [2:36:39<26:57,  1.04it/s]
Training 3/3 epoch (loss 0.0001):  90%|████████▉ | 14373/16050 [2:36:40<26:57,  1.04it/s]
Training 3/3 epoch (loss 0.0001):  90%|████████▉ | 14374/16050 [2:36:40<22:44,  1.23it/s]
Training 3/3 epoch (loss 0.0134):  90%|████████▉ | 14374/16050 [2:36:40<22:44,  1.23it/s]
Training 3/3 epoch (loss 0.0134):  90%|████████▉ | 14375/16050 [2:36:40<20:13,  1.38it/s]
Training 3/3 epoch (loss 0.0589):  90%|████████▉ | 14375/16050 [2:36:41<20:13,  1.38it/s]
Training 3/3 epoch (loss 0.0589):  90%|████████▉ | 14376/16050 [2:36:41<22:04,  1.26it/s]
Training 3/3 epoch (loss 0.0170):  90%|████████▉ | 14376/16050 [2:36:42<22:04,  1.26it/s]
Training 3/3 epoch (loss 0.0170):  90%|████████▉ | 14377/16050 [2:36:42<20:34,  1.36it/s]
Training 3/3 epoch (loss 0.0039):  90%|████████▉ | 14377/16050 [2:36:42<20:34,  1.36it/s]
Training 3/3 epoch (loss 0.0039):  90%|████████▉ | 14378/16050 [2:36:42<18:57,  1.47it/s]
Training 3/3 epoch (loss 0.0111):  90%|████████▉ | 14378/16050 [2:36:43<18:57,  1.47it/s]
Training 3/3 epoch (loss 0.0111):  90%|████████▉ | 14379/16050 [2:36:43<17:08,  1.63it/s]
Training 3/3 epoch (loss 0.0005):  90%|████████▉ | 14379/16050 [2:36:43<17:08,  1.63it/s]
Training 3/3 epoch (loss 0.0005):  90%|████████▉ | 14380/16050 [2:36:43<15:43,  1.77it/s]
Training 3/3 epoch (loss 0.2010):  90%|████████▉ | 14380/16050 [2:36:46<15:43,  1.77it/s]
Training 3/3 epoch (loss 0.2010):  90%|████████▉ | 14381/16050 [2:36:46<30:37,  1.10s/it]
Training 3/3 epoch (loss 0.0150):  90%|████████▉ | 14381/16050 [2:36:46<30:37,  1.10s/it]
Training 3/3 epoch (loss 0.0150):  90%|████████▉ | 14382/16050 [2:36:46<23:57,  1.16it/s]
Training 3/3 epoch (loss 0.0201):  90%|████████▉ | 14382/16050 [2:36:47<23:57,  1.16it/s]
Training 3/3 epoch (loss 0.0201):  90%|████████▉ | 14383/16050 [2:36:47<22:14,  1.25it/s]
Training 3/3 epoch (loss 0.1583):  90%|████████▉ | 14383/16050 [2:36:47<22:14,  1.25it/s]
Training 3/3 epoch (loss 0.1583):  90%|████████▉ | 14384/16050 [2:36:47<19:28,  1.43it/s]
Training 3/3 epoch (loss 0.3320):  90%|████████▉ | 14384/16050 [2:36:49<19:28,  1.43it/s]
Training 3/3 epoch (loss 0.3320):  90%|████████▉ | 14385/16050 [2:36:49<33:01,  1.19s/it]
Training 3/3 epoch (loss 0.2175):  90%|████████▉ | 14385/16050 [2:36:50<33:01,  1.19s/it]
Training 3/3 epoch (loss 0.2175):  90%|████████▉ | 14386/16050 [2:36:50<28:17,  1.02s/it]
Training 3/3 epoch (loss 0.0788):  90%|████████▉ | 14386/16050 [2:36:51<28:17,  1.02s/it]
Training 3/3 epoch (loss 0.0788):  90%|████████▉ | 14387/16050 [2:36:51<26:50,  1.03it/s]
Training 3/3 epoch (loss 0.0127):  90%|████████▉ | 14387/16050 [2:36:51<26:50,  1.03it/s]
Training 3/3 epoch (loss 0.0127):  90%|████████▉ | 14388/16050 [2:36:51<22:41,  1.22it/s]
Training 3/3 epoch (loss 0.0137):  90%|████████▉ | 14388/16050 [2:36:52<22:41,  1.22it/s]
Training 3/3 epoch (loss 0.0137):  90%|████████▉ | 14389/16050 [2:36:52<23:00,  1.20it/s]
Training 3/3 epoch (loss 0.4253):  90%|████████▉ | 14389/16050 [2:36:53<23:00,  1.20it/s]
Training 3/3 epoch (loss 0.4253):  90%|████████▉ | 14390/16050 [2:36:53<19:29,  1.42it/s]
Training 3/3 epoch (loss 0.0002):  90%|████████▉ | 14390/16050 [2:36:53<19:29,  1.42it/s]
Training 3/3 epoch (loss 0.0002):  90%|████████▉ | 14391/16050 [2:36:53<18:49,  1.47it/s]
Training 3/3 epoch (loss 0.1964):  90%|████████▉ | 14391/16050 [2:36:54<18:49,  1.47it/s]
Training 3/3 epoch (loss 0.1964):  90%|████████▉ | 14392/16050 [2:36:54<16:42,  1.65it/s]
Training 3/3 epoch (loss 0.2062):  90%|████████▉ | 14392/16050 [2:36:54<16:42,  1.65it/s]
Training 3/3 epoch (loss 0.2062):  90%|████████▉ | 14393/16050 [2:36:54<16:36,  1.66it/s]
Training 3/3 epoch (loss 0.0177):  90%|████████▉ | 14393/16050 [2:36:55<16:36,  1.66it/s]
Training 3/3 epoch (loss 0.0177):  90%|████████▉ | 14394/16050 [2:36:55<16:33,  1.67it/s]
Training 3/3 epoch (loss 0.0169):  90%|████████▉ | 14394/16050 [2:36:55<16:33,  1.67it/s]
Training 3/3 epoch (loss 0.0169):  90%|████████▉ | 14395/16050 [2:36:55<16:30,  1.67it/s]
Training 3/3 epoch (loss 0.1394):  90%|████████▉ | 14395/16050 [2:36:56<16:30,  1.67it/s]
Training 3/3 epoch (loss 0.1394):  90%|████████▉ | 14396/16050 [2:36:56<16:54,  1.63it/s]
Training 3/3 epoch (loss 0.0532):  90%|████████▉ | 14396/16050 [2:36:57<16:54,  1.63it/s]
Training 3/3 epoch (loss 0.0532):  90%|████████▉ | 14397/16050 [2:36:57<16:59,  1.62it/s]
Training 3/3 epoch (loss 0.0300):  90%|████████▉ | 14397/16050 [2:36:57<16:59,  1.62it/s]
Training 3/3 epoch (loss 0.0300):  90%|████████▉ | 14398/16050 [2:36:57<17:19,  1.59it/s]
Training 3/3 epoch (loss 0.0100):  90%|████████▉ | 14398/16050 [2:36:58<17:19,  1.59it/s]
Training 3/3 epoch (loss 0.0100):  90%|████████▉ | 14399/16050 [2:36:58<16:43,  1.64it/s]
Training 3/3 epoch (loss 0.4531):  90%|████████▉ | 14399/16050 [2:36:58<16:43,  1.64it/s]
Training 3/3 epoch (loss 0.4531):  90%|████████▉ | 14400/16050 [2:36:58<15:45,  1.75it/s]
Training 3/3 epoch (loss 0.0712):  90%|████████▉ | 14400/16050 [2:36:59<15:45,  1.75it/s]
Training 3/3 epoch (loss 0.0712):  90%|████████▉ | 14401/16050 [2:36:59<16:05,  1.71it/s]
Training 3/3 epoch (loss 0.2204):  90%|████████▉ | 14401/16050 [2:37:00<16:05,  1.71it/s]
Training 3/3 epoch (loss 0.2204):  90%|████████▉ | 14402/16050 [2:37:00<15:31,  1.77it/s]
Training 3/3 epoch (loss 0.0007):  90%|████████▉ | 14402/16050 [2:37:00<15:31,  1.77it/s]
Training 3/3 epoch (loss 0.0007):  90%|████████▉ | 14403/16050 [2:37:00<15:38,  1.75it/s]
Training 3/3 epoch (loss 0.2673):  90%|████████▉ | 14403/16050 [2:37:01<15:38,  1.75it/s]
Training 3/3 epoch (loss 0.2673):  90%|████████▉ | 14404/16050 [2:37:01<15:54,  1.72it/s]
Training 3/3 epoch (loss 0.0001):  90%|████████▉ | 14404/16050 [2:37:01<15:54,  1.72it/s]
Training 3/3 epoch (loss 0.0001):  90%|████████▉ | 14405/16050 [2:37:01<16:12,  1.69it/s]
Training 3/3 epoch (loss 0.0062):  90%|████████▉ | 14405/16050 [2:37:02<16:12,  1.69it/s]
Training 3/3 epoch (loss 0.0062):  90%|████████▉ | 14406/16050 [2:37:02<15:31,  1.76it/s]
Training 3/3 epoch (loss 0.0001):  90%|████████▉ | 14406/16050 [2:37:02<15:31,  1.76it/s]
Training 3/3 epoch (loss 0.0001):  90%|████████▉ | 14407/16050 [2:37:02<15:40,  1.75it/s]
Training 3/3 epoch (loss 0.0076):  90%|████████▉ | 14407/16050 [2:37:03<15:40,  1.75it/s]
Training 3/3 epoch (loss 0.0076):  90%|████████▉ | 14408/16050 [2:37:03<15:55,  1.72it/s]
Training 3/3 epoch (loss 0.2539):  90%|████████▉ | 14408/16050 [2:37:04<15:55,  1.72it/s]
Training 3/3 epoch (loss 0.2539):  90%|████████▉ | 14409/16050 [2:37:04<14:58,  1.83it/s]
Training 3/3 epoch (loss 0.0128):  90%|████████▉ | 14409/16050 [2:37:04<14:58,  1.83it/s]
Training 3/3 epoch (loss 0.0128):  90%|████████▉ | 14410/16050 [2:37:04<14:52,  1.84it/s]
Training 3/3 epoch (loss 0.0426):  90%|████████▉ | 14410/16050 [2:37:05<14:52,  1.84it/s]
Training 3/3 epoch (loss 0.0426):  90%|████████▉ | 14411/16050 [2:37:05<15:23,  1.77it/s]
Training 3/3 epoch (loss 0.0548):  90%|████████▉ | 14411/16050 [2:37:05<15:23,  1.77it/s]
Training 3/3 epoch (loss 0.0548):  90%|████████▉ | 14412/16050 [2:37:05<14:08,  1.93it/s]
Training 3/3 epoch (loss 0.0054):  90%|████████▉ | 14412/16050 [2:37:06<14:08,  1.93it/s]
Training 3/3 epoch (loss 0.0054):  90%|████████▉ | 14413/16050 [2:37:06<17:07,  1.59it/s]
Training 3/3 epoch (loss 0.0370):  90%|████████▉ | 14413/16050 [2:37:07<17:07,  1.59it/s]
Training 3/3 epoch (loss 0.0370):  90%|████████▉ | 14414/16050 [2:37:07<19:35,  1.39it/s]
Training 3/3 epoch (loss 0.0401):  90%|████████▉ | 14414/16050 [2:37:07<19:35,  1.39it/s]
Training 3/3 epoch (loss 0.0401):  90%|████████▉ | 14415/16050 [2:37:07<18:26,  1.48it/s]
Training 3/3 epoch (loss 0.0103):  90%|████████▉ | 14415/16050 [2:37:08<18:26,  1.48it/s]
Training 3/3 epoch (loss 0.0103):  90%|████████▉ | 14416/16050 [2:37:08<16:16,  1.67it/s]
Training 3/3 epoch (loss 0.0006):  90%|████████▉ | 14416/16050 [2:37:09<16:16,  1.67it/s]
Training 3/3 epoch (loss 0.0006):  90%|████████▉ | 14417/16050 [2:37:09<16:49,  1.62it/s]
Training 3/3 epoch (loss 0.0133):  90%|████████▉ | 14417/16050 [2:37:09<16:49,  1.62it/s]
Training 3/3 epoch (loss 0.0133):  90%|████████▉ | 14418/16050 [2:37:09<15:21,  1.77it/s]
Training 3/3 epoch (loss 0.0123):  90%|████████▉ | 14418/16050 [2:37:10<15:21,  1.77it/s]
Training 3/3 epoch (loss 0.0123):  90%|████████▉ | 14419/16050 [2:37:10<16:19,  1.67it/s]
Training 3/3 epoch (loss 0.0043):  90%|████████▉ | 14419/16050 [2:37:10<16:19,  1.67it/s]
Training 3/3 epoch (loss 0.0043):  90%|████████▉ | 14420/16050 [2:37:10<14:47,  1.84it/s]
Training 3/3 epoch (loss 0.0480):  90%|████████▉ | 14420/16050 [2:37:11<14:47,  1.84it/s]
Training 3/3 epoch (loss 0.0480):  90%|████████▉ | 14421/16050 [2:37:11<15:15,  1.78it/s]
Training 3/3 epoch (loss 0.0000):  90%|████████▉ | 14421/16050 [2:37:11<15:15,  1.78it/s]
Training 3/3 epoch (loss 0.0000):  90%|████████▉ | 14422/16050 [2:37:11<13:35,  2.00it/s]
Training 3/3 epoch (loss 0.2344):  90%|████████▉ | 14422/16050 [2:37:12<13:35,  2.00it/s]
Training 3/3 epoch (loss 0.2344):  90%|████████▉ | 14423/16050 [2:37:12<14:35,  1.86it/s]
Training 3/3 epoch (loss 0.0964):  90%|████████▉ | 14423/16050 [2:37:12<14:35,  1.86it/s]
Training 3/3 epoch (loss 0.0964):  90%|████████▉ | 14424/16050 [2:37:12<13:25,  2.02it/s]
Training 3/3 epoch (loss 0.0081):  90%|████████▉ | 14424/16050 [2:37:12<13:25,  2.02it/s]
Training 3/3 epoch (loss 0.0081):  90%|████████▉ | 14425/16050 [2:37:12<12:38,  2.14it/s]
Training 3/3 epoch (loss 0.1778):  90%|████████▉ | 14425/16050 [2:37:13<12:38,  2.14it/s]
Training 3/3 epoch (loss 0.1778):  90%|████████▉ | 14426/16050 [2:37:13<11:37,  2.33it/s]
Training 3/3 epoch (loss 0.3519):  90%|████████▉ | 14426/16050 [2:37:13<11:37,  2.33it/s]
Training 3/3 epoch (loss 0.3519):  90%|████████▉ | 14427/16050 [2:37:13<12:27,  2.17it/s]
Training 3/3 epoch (loss 0.0034):  90%|████████▉ | 14427/16050 [2:37:14<12:27,  2.17it/s]
Training 3/3 epoch (loss 0.0034):  90%|████████▉ | 14428/16050 [2:37:14<12:05,  2.24it/s]
Training 3/3 epoch (loss 0.0160):  90%|████████▉ | 14428/16050 [2:37:14<12:05,  2.24it/s]
Training 3/3 epoch (loss 0.0160):  90%|████████▉ | 14429/16050 [2:37:14<12:55,  2.09it/s]
Training 3/3 epoch (loss 0.0049):  90%|████████▉ | 14429/16050 [2:37:15<12:55,  2.09it/s]
Training 3/3 epoch (loss 0.0049):  90%|████████▉ | 14430/16050 [2:37:15<13:59,  1.93it/s]
Training 3/3 epoch (loss 0.0001):  90%|████████▉ | 14430/16050 [2:37:15<13:59,  1.93it/s]
Training 3/3 epoch (loss 0.0001):  90%|████████▉ | 14431/16050 [2:37:15<12:33,  2.15it/s]
Training 3/3 epoch (loss 0.2399):  90%|████████▉ | 14431/16050 [2:37:16<12:33,  2.15it/s]
Training 3/3 epoch (loss 0.2399):  90%|████████▉ | 14432/16050 [2:37:16<11:38,  2.32it/s]
Training 3/3 epoch (loss 0.0886):  90%|████████▉ | 14432/16050 [2:37:16<11:38,  2.32it/s]
Training 3/3 epoch (loss 0.0886):  90%|████████▉ | 14433/16050 [2:37:16<13:33,  1.99it/s]
Training 3/3 epoch (loss 0.0065):  90%|████████▉ | 14433/16050 [2:37:17<13:33,  1.99it/s]
Training 3/3 epoch (loss 0.0065):  90%|████████▉ | 14434/16050 [2:37:17<12:51,  2.10it/s]
Training 3/3 epoch (loss 0.0003):  90%|████████▉ | 14434/16050 [2:37:17<12:51,  2.10it/s]
Training 3/3 epoch (loss 0.0003):  90%|████████▉ | 14435/16050 [2:37:17<12:09,  2.21it/s]
Training 3/3 epoch (loss 0.5422):  90%|████████▉ | 14435/16050 [2:37:19<12:09,  2.21it/s]
Training 3/3 epoch (loss 0.5422):  90%|████████▉ | 14436/16050 [2:37:19<26:29,  1.02it/s]
Training 3/3 epoch (loss 0.6110):  90%|████████▉ | 14436/16050 [2:37:20<26:29,  1.02it/s]
Training 3/3 epoch (loss 0.6110):  90%|████████▉ | 14437/16050 [2:37:20<21:49,  1.23it/s]
Training 3/3 epoch (loss 0.5134):  90%|████████▉ | 14437/16050 [2:37:20<21:49,  1.23it/s]
Training 3/3 epoch (loss 0.5134):  90%|████████▉ | 14438/16050 [2:37:20<18:39,  1.44it/s]
Training 3/3 epoch (loss 0.0000):  90%|████████▉ | 14438/16050 [2:37:21<18:39,  1.44it/s]
Training 3/3 epoch (loss 0.0000):  90%|████████▉ | 14439/16050 [2:37:21<16:52,  1.59it/s]
Training 3/3 epoch (loss 0.4037):  90%|████████▉ | 14439/16050 [2:37:21<16:52,  1.59it/s]
Training 3/3 epoch (loss 0.4037):  90%|████████▉ | 14440/16050 [2:37:21<14:58,  1.79it/s]
Training 3/3 epoch (loss 0.0001):  90%|████████▉ | 14440/16050 [2:37:21<14:58,  1.79it/s]
Training 3/3 epoch (loss 0.0001):  90%|████████▉ | 14441/16050 [2:37:21<13:37,  1.97it/s]
Training 3/3 epoch (loss 0.2264):  90%|████████▉ | 14441/16050 [2:37:22<13:37,  1.97it/s]
Training 3/3 epoch (loss 0.2264):  90%|████████▉ | 14442/16050 [2:37:22<13:06,  2.04it/s]
Training 3/3 epoch (loss 0.0003):  90%|████████▉ | 14442/16050 [2:37:23<13:06,  2.04it/s]
Training 3/3 epoch (loss 0.0003):  90%|████████▉ | 14443/16050 [2:37:23<14:32,  1.84it/s]
Training 3/3 epoch (loss 0.0004):  90%|████████▉ | 14443/16050 [2:37:23<14:32,  1.84it/s]
Training 3/3 epoch (loss 0.0004):  90%|████████▉ | 14444/16050 [2:37:23<13:53,  1.93it/s]
Training 3/3 epoch (loss 0.0005):  90%|████████▉ | 14444/16050 [2:37:24<13:53,  1.93it/s]
Training 3/3 epoch (loss 0.0005):  90%|█████████ | 14445/16050 [2:37:24<15:46,  1.70it/s]
Training 3/3 epoch (loss 0.2151):  90%|█████████ | 14445/16050 [2:37:24<15:46,  1.70it/s]
Training 3/3 epoch (loss 0.2151):  90%|█████████ | 14446/16050 [2:37:24<16:17,  1.64it/s]
Training 3/3 epoch (loss 0.2722):  90%|█████████ | 14446/16050 [2:37:25<16:17,  1.64it/s]
Training 3/3 epoch (loss 0.2722):  90%|█████████ | 14447/16050 [2:37:25<15:03,  1.77it/s]
Training 3/3 epoch (loss 0.0311):  90%|█████████ | 14447/16050 [2:37:25<15:03,  1.77it/s]
Training 3/3 epoch (loss 0.0311):  90%|█████████ | 14448/16050 [2:37:25<14:55,  1.79it/s]
Training 3/3 epoch (loss 0.3494):  90%|█████████ | 14448/16050 [2:37:26<14:55,  1.79it/s]
Training 3/3 epoch (loss 0.3494):  90%|█████████ | 14449/16050 [2:37:26<13:16,  2.01it/s]
Training 3/3 epoch (loss 0.0026):  90%|█████████ | 14449/16050 [2:37:26<13:16,  2.01it/s]
Training 3/3 epoch (loss 0.0026):  90%|█████████ | 14450/16050 [2:37:26<13:00,  2.05it/s]
Training 3/3 epoch (loss 0.7373):  90%|█████████ | 14450/16050 [2:37:27<13:00,  2.05it/s]
Training 3/3 epoch (loss 0.7373):  90%|█████████ | 14451/16050 [2:37:27<14:04,  1.89it/s]
Training 3/3 epoch (loss 0.3219):  90%|█████████ | 14451/16050 [2:37:28<14:04,  1.89it/s]
Training 3/3 epoch (loss 0.3219):  90%|█████████ | 14452/16050 [2:37:28<16:18,  1.63it/s]
Training 3/3 epoch (loss 0.1360):  90%|█████████ | 14452/16050 [2:37:28<16:18,  1.63it/s]
Training 3/3 epoch (loss 0.1360):  90%|█████████ | 14453/16050 [2:37:28<15:13,  1.75it/s]
Training 3/3 epoch (loss 0.0240):  90%|█████████ | 14453/16050 [2:37:29<15:13,  1.75it/s]
Training 3/3 epoch (loss 0.0240):  90%|█████████ | 14454/16050 [2:37:29<16:00,  1.66it/s]
Training 3/3 epoch (loss 0.0059):  90%|█████████ | 14454/16050 [2:37:29<16:00,  1.66it/s]
Training 3/3 epoch (loss 0.0059):  90%|█████████ | 14455/16050 [2:37:29<14:55,  1.78it/s]
Training 3/3 epoch (loss 0.0020):  90%|█████████ | 14455/16050 [2:37:30<14:55,  1.78it/s]
Training 3/3 epoch (loss 0.0020):  90%|█████████ | 14456/16050 [2:37:30<13:33,  1.96it/s]
Training 3/3 epoch (loss 0.1209):  90%|█████████ | 14456/16050 [2:37:31<13:33,  1.96it/s]
Training 3/3 epoch (loss 0.1209):  90%|█████████ | 14457/16050 [2:37:31<17:43,  1.50it/s]
Training 3/3 epoch (loss 0.4524):  90%|█████████ | 14457/16050 [2:37:31<17:43,  1.50it/s]
Training 3/3 epoch (loss 0.4524):  90%|█████████ | 14458/16050 [2:37:31<15:46,  1.68it/s]
Training 3/3 epoch (loss 0.4277):  90%|█████████ | 14458/16050 [2:37:31<15:46,  1.68it/s]
Training 3/3 epoch (loss 0.4277):  90%|█████████ | 14459/16050 [2:37:31<13:31,  1.96it/s]
Training 3/3 epoch (loss 0.5129):  90%|█████████ | 14459/16050 [2:37:32<13:31,  1.96it/s]
Training 3/3 epoch (loss 0.5129):  90%|█████████ | 14460/16050 [2:37:32<12:46,  2.08it/s]
Training 3/3 epoch (loss 0.0052):  90%|█████████ | 14460/16050 [2:37:33<12:46,  2.08it/s]
Training 3/3 epoch (loss 0.0052):  90%|█████████ | 14461/16050 [2:37:33<17:35,  1.50it/s]
Training 3/3 epoch (loss 0.0058):  90%|█████████ | 14461/16050 [2:37:34<17:35,  1.50it/s]
Training 3/3 epoch (loss 0.0058):  90%|█████████ | 14462/16050 [2:37:34<18:01,  1.47it/s]
Training 3/3 epoch (loss 0.1577):  90%|█████████ | 14462/16050 [2:37:34<18:01,  1.47it/s]
Training 3/3 epoch (loss 0.1577):  90%|█████████ | 14463/16050 [2:37:34<19:04,  1.39it/s]
Training 3/3 epoch (loss 0.0638):  90%|█████████ | 14463/16050 [2:37:35<19:04,  1.39it/s]
Training 3/3 epoch (loss 0.0638):  90%|█████████ | 14464/16050 [2:37:35<17:44,  1.49it/s]
Training 3/3 epoch (loss 0.0937):  90%|█████████ | 14464/16050 [2:37:36<17:44,  1.49it/s]
Training 3/3 epoch (loss 0.0937):  90%|█████████ | 14465/16050 [2:37:36<16:42,  1.58it/s]
Training 3/3 epoch (loss 0.0896):  90%|█████████ | 14465/16050 [2:37:36<16:42,  1.58it/s]
Training 3/3 epoch (loss 0.0896):  90%|█████████ | 14466/16050 [2:37:36<15:31,  1.70it/s]
Training 3/3 epoch (loss 0.4051):  90%|█████████ | 14466/16050 [2:37:37<15:31,  1.70it/s]
Training 3/3 epoch (loss 0.4051):  90%|█████████ | 14467/16050 [2:37:37<17:17,  1.53it/s]
Training 3/3 epoch (loss 0.0596):  90%|█████████ | 14467/16050 [2:37:38<17:17,  1.53it/s]
Training 3/3 epoch (loss 0.0596):  90%|█████████ | 14468/16050 [2:37:38<17:08,  1.54it/s]
Training 3/3 epoch (loss 0.0082):  90%|█████████ | 14468/16050 [2:37:38<17:08,  1.54it/s]
Training 3/3 epoch (loss 0.0082):  90%|█████████ | 14469/16050 [2:37:38<15:20,  1.72it/s]
Training 3/3 epoch (loss 0.0539):  90%|█████████ | 14469/16050 [2:37:38<15:20,  1.72it/s]
Training 3/3 epoch (loss 0.0539):  90%|█████████ | 14470/16050 [2:37:38<14:55,  1.76it/s]
Training 3/3 epoch (loss 0.3489):  90%|█████████ | 14470/16050 [2:37:39<14:55,  1.76it/s]
Training 3/3 epoch (loss 0.3489):  90%|█████████ | 14471/16050 [2:37:39<14:11,  1.85it/s]
Training 3/3 epoch (loss 0.0479):  90%|█████████ | 14471/16050 [2:37:40<14:11,  1.85it/s]
Training 3/3 epoch (loss 0.0479):  90%|█████████ | 14472/16050 [2:37:40<14:30,  1.81it/s]
Training 3/3 epoch (loss 0.3679):  90%|█████████ | 14472/16050 [2:37:40<14:30,  1.81it/s]
Training 3/3 epoch (loss 0.3679):  90%|█████████ | 14473/16050 [2:37:40<14:46,  1.78it/s]
Training 3/3 epoch (loss 0.2936):  90%|█████████ | 14473/16050 [2:37:41<14:46,  1.78it/s]
Training 3/3 epoch (loss 0.2936):  90%|█████████ | 14474/16050 [2:37:41<13:57,  1.88it/s]
Training 3/3 epoch (loss 0.0002):  90%|█████████ | 14474/16050 [2:37:41<13:57,  1.88it/s]
Training 3/3 epoch (loss 0.0002):  90%|█████████ | 14475/16050 [2:37:41<12:47,  2.05it/s]
Training 3/3 epoch (loss 0.0068):  90%|█████████ | 14475/16050 [2:37:42<12:47,  2.05it/s]
Training 3/3 epoch (loss 0.0068):  90%|█████████ | 14476/16050 [2:37:42<13:48,  1.90it/s]
Training 3/3 epoch (loss 0.2005):  90%|█████████ | 14476/16050 [2:37:42<13:48,  1.90it/s]
Training 3/3 epoch (loss 0.2005):  90%|█████████ | 14477/16050 [2:37:42<13:45,  1.91it/s]
Training 3/3 epoch (loss 0.0073):  90%|█████████ | 14477/16050 [2:37:43<13:45,  1.91it/s]
Training 3/3 epoch (loss 0.0073):  90%|█████████ | 14478/16050 [2:37:43<13:46,  1.90it/s]
Training 3/3 epoch (loss 0.1382):  90%|█████████ | 14478/16050 [2:37:43<13:46,  1.90it/s]
Training 3/3 epoch (loss 0.1382):  90%|█████████ | 14479/16050 [2:37:43<14:35,  1.79it/s]
Training 3/3 epoch (loss 0.0013):  90%|█████████ | 14479/16050 [2:37:44<14:35,  1.79it/s]
Training 3/3 epoch (loss 0.0013):  90%|█████████ | 14480/16050 [2:37:44<15:03,  1.74it/s]
Training 3/3 epoch (loss 0.0192):  90%|█████████ | 14480/16050 [2:37:44<15:03,  1.74it/s]
Training 3/3 epoch (loss 0.0192):  90%|█████████ | 14481/16050 [2:37:44<15:08,  1.73it/s]
Training 3/3 epoch (loss 0.1910):  90%|█████████ | 14481/16050 [2:37:45<15:08,  1.73it/s]
Training 3/3 epoch (loss 0.1910):  90%|█████████ | 14482/16050 [2:37:45<14:38,  1.79it/s]
Training 3/3 epoch (loss 0.0032):  90%|█████████ | 14482/16050 [2:37:45<14:38,  1.79it/s]
Training 3/3 epoch (loss 0.0032):  90%|█████████ | 14483/16050 [2:37:45<13:19,  1.96it/s]
Training 3/3 epoch (loss 0.2618):  90%|█████████ | 14483/16050 [2:37:46<13:19,  1.96it/s]
Training 3/3 epoch (loss 0.2618):  90%|█████████ | 14484/16050 [2:37:46<12:09,  2.15it/s]
Training 3/3 epoch (loss 0.0019):  90%|█████████ | 14484/16050 [2:37:46<12:09,  2.15it/s]
Training 3/3 epoch (loss 0.0019):  90%|█████████ | 14485/16050 [2:37:46<11:59,  2.18it/s]
Training 3/3 epoch (loss 0.2069):  90%|█████████ | 14485/16050 [2:37:47<11:59,  2.18it/s]
Training 3/3 epoch (loss 0.2069):  90%|█████████ | 14486/16050 [2:37:47<11:29,  2.27it/s]
Training 3/3 epoch (loss 0.0016):  90%|█████████ | 14486/16050 [2:37:47<11:29,  2.27it/s]
Training 3/3 epoch (loss 0.0016):  90%|█████████ | 14487/16050 [2:37:47<11:35,  2.25it/s]
Training 3/3 epoch (loss 0.4499):  90%|█████████ | 14487/16050 [2:37:48<11:35,  2.25it/s]
Training 3/3 epoch (loss 0.4499):  90%|█████████ | 14488/16050 [2:37:48<11:42,  2.22it/s]
Training 3/3 epoch (loss 0.0002):  90%|█████████ | 14488/16050 [2:37:48<11:42,  2.22it/s]
Training 3/3 epoch (loss 0.0002):  90%|█████████ | 14489/16050 [2:37:48<11:43,  2.22it/s]
Training 3/3 epoch (loss 0.0292):  90%|█████████ | 14489/16050 [2:37:49<11:43,  2.22it/s]
Training 3/3 epoch (loss 0.0292):  90%|█████████ | 14490/16050 [2:37:49<12:30,  2.08it/s]
Training 3/3 epoch (loss 0.2784):  90%|█████████ | 14490/16050 [2:37:49<12:30,  2.08it/s]
Training 3/3 epoch (loss 0.2784):  90%|█████████ | 14491/16050 [2:37:49<11:51,  2.19it/s]
Training 3/3 epoch (loss 0.0590):  90%|█████████ | 14491/16050 [2:37:49<11:51,  2.19it/s]
Training 3/3 epoch (loss 0.0590):  90%|█████████ | 14492/16050 [2:37:49<12:30,  2.08it/s]
Training 3/3 epoch (loss 0.2208):  90%|█████████ | 14492/16050 [2:37:50<12:30,  2.08it/s]
Training 3/3 epoch (loss 0.2208):  90%|█████████ | 14493/16050 [2:37:50<13:02,  1.99it/s]
Training 3/3 epoch (loss 0.0015):  90%|█████████ | 14493/16050 [2:37:51<13:02,  1.99it/s]
Training 3/3 epoch (loss 0.0015):  90%|█████████ | 14494/16050 [2:37:51<15:06,  1.72it/s]
Training 3/3 epoch (loss 0.0005):  90%|█████████ | 14494/16050 [2:37:51<15:06,  1.72it/s]
Training 3/3 epoch (loss 0.0005):  90%|█████████ | 14495/16050 [2:37:51<14:47,  1.75it/s]
Training 3/3 epoch (loss 0.0017):  90%|█████████ | 14495/16050 [2:37:52<14:47,  1.75it/s]
Training 3/3 epoch (loss 0.0017):  90%|█████████ | 14496/16050 [2:37:52<14:41,  1.76it/s]
Training 3/3 epoch (loss 0.1214):  90%|█████████ | 14496/16050 [2:37:53<14:41,  1.76it/s]
Training 3/3 epoch (loss 0.1214):  90%|█████████ | 14497/16050 [2:37:53<15:14,  1.70it/s]
Training 3/3 epoch (loss 0.0097):  90%|█████████ | 14497/16050 [2:37:53<15:14,  1.70it/s]
Training 3/3 epoch (loss 0.0097):  90%|█████████ | 14498/16050 [2:37:53<14:50,  1.74it/s]
Training 3/3 epoch (loss 0.0087):  90%|█████████ | 14498/16050 [2:37:53<14:50,  1.74it/s]
Training 3/3 epoch (loss 0.0087):  90%|█████████ | 14499/16050 [2:37:53<13:36,  1.90it/s]
Training 3/3 epoch (loss 0.0372):  90%|█████████ | 14499/16050 [2:37:54<13:36,  1.90it/s]
Training 3/3 epoch (loss 0.0372):  90%|█████████ | 14500/16050 [2:37:54<14:02,  1.84it/s]
Training 3/3 epoch (loss 0.3377):  90%|█████████ | 14500/16050 [2:37:55<14:02,  1.84it/s]
Training 3/3 epoch (loss 0.3377):  90%|█████████ | 14501/16050 [2:37:55<14:50,  1.74it/s]
Training 3/3 epoch (loss 0.0841):  90%|█████████ | 14501/16050 [2:37:55<14:50,  1.74it/s]
Training 3/3 epoch (loss 0.0841):  90%|█████████ | 14502/16050 [2:37:55<15:58,  1.61it/s]
Training 3/3 epoch (loss 0.3239):  90%|█████████ | 14502/16050 [2:37:56<15:58,  1.61it/s]
Training 3/3 epoch (loss 0.3239):  90%|█████████ | 14503/16050 [2:37:56<13:53,  1.86it/s]
Training 3/3 epoch (loss 0.0044):  90%|█████████ | 14503/16050 [2:37:56<13:53,  1.86it/s]
Training 3/3 epoch (loss 0.0044):  90%|█████████ | 14504/16050 [2:37:56<13:16,  1.94it/s]
Training 3/3 epoch (loss 0.2037):  90%|█████████ | 14504/16050 [2:37:57<13:16,  1.94it/s]
Training 3/3 epoch (loss 0.2037):  90%|█████████ | 14505/16050 [2:37:57<15:35,  1.65it/s]
Training 3/3 epoch (loss 0.0038):  90%|█████████ | 14505/16050 [2:37:58<15:35,  1.65it/s]
Training 3/3 epoch (loss 0.0038):  90%|█████████ | 14506/16050 [2:37:58<14:40,  1.75it/s]
Training 3/3 epoch (loss 0.0063):  90%|█████████ | 14506/16050 [2:37:58<14:40,  1.75it/s]
Training 3/3 epoch (loss 0.0063):  90%|█████████ | 14507/16050 [2:37:58<14:34,  1.76it/s]
Training 3/3 epoch (loss 0.0013):  90%|█████████ | 14507/16050 [2:37:59<14:34,  1.76it/s]
Training 3/3 epoch (loss 0.0013):  90%|█████████ | 14508/16050 [2:37:59<14:22,  1.79it/s]
Training 3/3 epoch (loss 0.0079):  90%|█████████ | 14508/16050 [2:37:59<14:22,  1.79it/s]
Training 3/3 epoch (loss 0.0079):  90%|█████████ | 14509/16050 [2:37:59<13:39,  1.88it/s]
Training 3/3 epoch (loss 0.0038):  90%|█████████ | 14509/16050 [2:38:00<13:39,  1.88it/s]
Training 3/3 epoch (loss 0.0038):  90%|█████████ | 14510/16050 [2:38:00<15:46,  1.63it/s]
Training 3/3 epoch (loss 0.2879):  90%|█████████ | 14510/16050 [2:38:00<15:46,  1.63it/s]
Training 3/3 epoch (loss 0.2879):  90%|█████████ | 14511/16050 [2:38:00<14:38,  1.75it/s]
Training 3/3 epoch (loss 0.0027):  90%|█████████ | 14511/16050 [2:38:01<14:38,  1.75it/s]
Training 3/3 epoch (loss 0.0027):  90%|█████████ | 14512/16050 [2:38:01<13:03,  1.96it/s]
Training 3/3 epoch (loss 0.1632):  90%|█████████ | 14512/16050 [2:38:01<13:03,  1.96it/s]
Training 3/3 epoch (loss 0.1632):  90%|█████████ | 14513/16050 [2:38:01<12:17,  2.08it/s]
Training 3/3 epoch (loss 0.0005):  90%|█████████ | 14513/16050 [2:38:02<12:17,  2.08it/s]
Training 3/3 epoch (loss 0.0005):  90%|█████████ | 14514/16050 [2:38:02<12:10,  2.10it/s]
Training 3/3 epoch (loss 0.0004):  90%|█████████ | 14514/16050 [2:38:02<12:10,  2.10it/s]
Training 3/3 epoch (loss 0.0004):  90%|█████████ | 14515/16050 [2:38:02<15:09,  1.69it/s]
Training 3/3 epoch (loss 0.0000):  90%|█████████ | 14515/16050 [2:38:03<15:09,  1.69it/s]
Training 3/3 epoch (loss 0.0000):  90%|█████████ | 14516/16050 [2:38:03<14:25,  1.77it/s]
Training 3/3 epoch (loss 0.3078):  90%|█████████ | 14516/16050 [2:38:03<14:25,  1.77it/s]
Training 3/3 epoch (loss 0.3078):  90%|█████████ | 14517/16050 [2:38:03<12:23,  2.06it/s]
Training 3/3 epoch (loss 0.0746):  90%|█████████ | 14517/16050 [2:38:04<12:23,  2.06it/s]
Training 3/3 epoch (loss 0.0746):  90%|█████████ | 14518/16050 [2:38:04<12:07,  2.11it/s]
Training 3/3 epoch (loss 0.0239):  90%|█████████ | 14518/16050 [2:38:05<12:07,  2.11it/s]
Training 3/3 epoch (loss 0.0239):  90%|█████████ | 14519/16050 [2:38:05<14:23,  1.77it/s]
Training 3/3 epoch (loss 0.0271):  90%|█████████ | 14519/16050 [2:38:05<14:23,  1.77it/s]
Training 3/3 epoch (loss 0.0271):  90%|█████████ | 14520/16050 [2:38:05<14:43,  1.73it/s]
Training 3/3 epoch (loss 0.1564):  90%|█████████ | 14520/16050 [2:38:06<14:43,  1.73it/s]
Training 3/3 epoch (loss 0.1564):  90%|█████████ | 14521/16050 [2:38:06<14:08,  1.80it/s]
Training 3/3 epoch (loss 0.4531):  90%|█████████ | 14521/16050 [2:38:06<14:08,  1.80it/s]
Training 3/3 epoch (loss 0.4531):  90%|█████████ | 14522/16050 [2:38:06<12:54,  1.97it/s]
Training 3/3 epoch (loss 0.0002):  90%|█████████ | 14522/16050 [2:38:06<12:54,  1.97it/s]
Training 3/3 epoch (loss 0.0002):  90%|█████████ | 14523/16050 [2:38:06<12:26,  2.05it/s]
Training 3/3 epoch (loss 0.0000):  90%|█████████ | 14523/16050 [2:38:07<12:26,  2.05it/s]
Training 3/3 epoch (loss 0.0000):  90%|█████████ | 14524/16050 [2:38:07<11:21,  2.24it/s]
Training 3/3 epoch (loss 0.0000):  90%|█████████ | 14524/16050 [2:38:07<11:21,  2.24it/s]
Training 3/3 epoch (loss 0.0000):  90%|█████████ | 14525/16050 [2:38:07<10:43,  2.37it/s]
Training 3/3 epoch (loss 0.0868):  90%|█████████ | 14525/16050 [2:38:08<10:43,  2.37it/s]
Training 3/3 epoch (loss 0.0868):  91%|█████████ | 14526/16050 [2:38:08<12:18,  2.06it/s]
Training 3/3 epoch (loss 0.0007):  91%|█████████ | 14526/16050 [2:38:08<12:18,  2.06it/s]
Training 3/3 epoch (loss 0.0007):  91%|█████████ | 14527/16050 [2:38:08<12:18,  2.06it/s]
Training 3/3 epoch (loss 0.0001):  91%|█████████ | 14527/16050 [2:38:09<12:18,  2.06it/s]
Training 3/3 epoch (loss 0.0001):  91%|█████████ | 14528/16050 [2:38:09<11:44,  2.16it/s]
Training 3/3 epoch (loss 0.0020):  91%|█████████ | 14528/16050 [2:38:10<11:44,  2.16it/s]
Training 3/3 epoch (loss 0.0020):  91%|█████████ | 14529/16050 [2:38:10<14:49,  1.71it/s]
Training 3/3 epoch (loss 0.0007):  91%|█████████ | 14529/16050 [2:38:10<14:49,  1.71it/s]
Training 3/3 epoch (loss 0.0007):  91%|█████████ | 14530/16050 [2:38:10<14:16,  1.78it/s]
Training 3/3 epoch (loss 0.0238):  91%|█████████ | 14530/16050 [2:38:11<14:16,  1.78it/s]
Training 3/3 epoch (loss 0.0238):  91%|█████████ | 14531/16050 [2:38:11<16:14,  1.56it/s]
Training 3/3 epoch (loss 0.0001):  91%|█████████ | 14531/16050 [2:38:12<16:14,  1.56it/s]
Training 3/3 epoch (loss 0.0001):  91%|█████████ | 14532/16050 [2:38:12<16:00,  1.58it/s]
Training 3/3 epoch (loss 0.1742):  91%|█████████ | 14532/16050 [2:38:12<16:00,  1.58it/s]
Training 3/3 epoch (loss 0.1742):  91%|█████████ | 14533/16050 [2:38:12<15:23,  1.64it/s]
Training 3/3 epoch (loss 0.0053):  91%|█████████ | 14533/16050 [2:38:13<15:23,  1.64it/s]
Training 3/3 epoch (loss 0.0053):  91%|█████████ | 14534/16050 [2:38:13<14:44,  1.71it/s]
Training 3/3 epoch (loss 0.0130):  91%|█████████ | 14534/16050 [2:38:13<14:44,  1.71it/s]
Training 3/3 epoch (loss 0.0130):  91%|█████████ | 14535/16050 [2:38:13<16:14,  1.56it/s]
Training 3/3 epoch (loss 0.2293):  91%|█████████ | 14535/16050 [2:38:14<16:14,  1.56it/s]
Training 3/3 epoch (loss 0.2293):  91%|█████████ | 14536/16050 [2:38:14<14:33,  1.73it/s]
Training 3/3 epoch (loss 0.0003):  91%|█████████ | 14536/16050 [2:38:14<14:33,  1.73it/s]
Training 3/3 epoch (loss 0.0003):  91%|█████████ | 14537/16050 [2:38:14<14:49,  1.70it/s]
Training 3/3 epoch (loss 0.0404):  91%|█████████ | 14537/16050 [2:38:15<14:49,  1.70it/s]
Training 3/3 epoch (loss 0.0404):  91%|█████████ | 14538/16050 [2:38:15<14:02,  1.79it/s]
Training 3/3 epoch (loss 0.3514):  91%|█████████ | 14538/16050 [2:38:15<14:02,  1.79it/s]
Training 3/3 epoch (loss 0.3514):  91%|█████████ | 14539/16050 [2:38:15<12:33,  2.01it/s]
Training 3/3 epoch (loss 0.0236):  91%|█████████ | 14539/16050 [2:38:16<12:33,  2.01it/s]
Training 3/3 epoch (loss 0.0236):  91%|█████████ | 14540/16050 [2:38:16<12:44,  1.97it/s]
Training 3/3 epoch (loss 0.0317):  91%|█████████ | 14540/16050 [2:38:16<12:44,  1.97it/s]
Training 3/3 epoch (loss 0.0317):  91%|█████████ | 14541/16050 [2:38:16<13:35,  1.85it/s]
Training 3/3 epoch (loss 0.3638):  91%|█████████ | 14541/16050 [2:38:17<13:35,  1.85it/s]
Training 3/3 epoch (loss 0.3638):  91%|█████████ | 14542/16050 [2:38:17<13:06,  1.92it/s]
Training 3/3 epoch (loss 0.0177):  91%|█████████ | 14542/16050 [2:38:17<13:06,  1.92it/s]
Training 3/3 epoch (loss 0.0177):  91%|█████████ | 14543/16050 [2:38:17<12:41,  1.98it/s]
Training 3/3 epoch (loss 0.1369):  91%|█████████ | 14543/16050 [2:38:18<12:41,  1.98it/s]
Training 3/3 epoch (loss 0.1369):  91%|█████████ | 14544/16050 [2:38:18<15:03,  1.67it/s]
Training 3/3 epoch (loss 0.0058):  91%|█████████ | 14544/16050 [2:38:19<15:03,  1.67it/s]
Training 3/3 epoch (loss 0.0058):  91%|█████████ | 14545/16050 [2:38:19<14:12,  1.77it/s]
Training 3/3 epoch (loss 0.4846):  91%|█████████ | 14545/16050 [2:38:19<14:12,  1.77it/s]
Training 3/3 epoch (loss 0.4846):  91%|█████████ | 14546/16050 [2:38:19<13:04,  1.92it/s]
Training 3/3 epoch (loss 0.0007):  91%|█████████ | 14546/16050 [2:38:20<13:04,  1.92it/s]
Training 3/3 epoch (loss 0.0007):  91%|█████████ | 14547/16050 [2:38:20<12:35,  1.99it/s]
Training 3/3 epoch (loss 0.0282):  91%|█████████ | 14547/16050 [2:38:20<12:35,  1.99it/s]
Training 3/3 epoch (loss 0.0282):  91%|█████████ | 14548/16050 [2:38:20<15:15,  1.64it/s]
Training 3/3 epoch (loss 0.0036):  91%|█████████ | 14548/16050 [2:38:21<15:15,  1.64it/s]
Training 3/3 epoch (loss 0.0036):  91%|█████████ | 14549/16050 [2:38:21<13:46,  1.82it/s]
Training 3/3 epoch (loss 0.0027):  91%|█████████ | 14549/16050 [2:38:21<13:46,  1.82it/s]
Training 3/3 epoch (loss 0.0027):  91%|█████████ | 14550/16050 [2:38:21<12:38,  1.98it/s]
Training 3/3 epoch (loss 0.3911):  91%|█████████ | 14550/16050 [2:38:22<12:38,  1.98it/s]
Training 3/3 epoch (loss 0.3911):  91%|█████████ | 14551/16050 [2:38:22<11:25,  2.19it/s]
Training 3/3 epoch (loss 0.4122):  91%|█████████ | 14551/16050 [2:38:22<11:25,  2.19it/s]
Training 3/3 epoch (loss 0.4122):  91%|█████████ | 14552/16050 [2:38:22<11:31,  2.17it/s]
Training 3/3 epoch (loss 0.0088):  91%|█████████ | 14552/16050 [2:38:22<11:31,  2.17it/s]
Training 3/3 epoch (loss 0.0088):  91%|█████████ | 14553/16050 [2:38:22<11:05,  2.25it/s]
Training 3/3 epoch (loss 0.1739):  91%|█████████ | 14553/16050 [2:38:23<11:05,  2.25it/s]
Training 3/3 epoch (loss 0.1739):  91%|█████████ | 14554/16050 [2:38:23<12:38,  1.97it/s]
Training 3/3 epoch (loss 0.0060):  91%|█████████ | 14554/16050 [2:38:24<12:38,  1.97it/s]
Training 3/3 epoch (loss 0.0060):  91%|█████████ | 14555/16050 [2:38:24<13:32,  1.84it/s]
Training 3/3 epoch (loss 0.2416):  91%|█████████ | 14555/16050 [2:38:24<13:32,  1.84it/s]
Training 3/3 epoch (loss 0.2416):  91%|█████████ | 14556/16050 [2:38:24<12:22,  2.01it/s]
Training 3/3 epoch (loss 0.3449):  91%|█████████ | 14556/16050 [2:38:24<12:22,  2.01it/s]
Training 3/3 epoch (loss 0.3449):  91%|█████████ | 14557/16050 [2:38:24<11:35,  2.15it/s]
Training 3/3 epoch (loss 0.0448):  91%|█████████ | 14557/16050 [2:38:25<11:35,  2.15it/s]
Training 3/3 epoch (loss 0.0448):  91%|█████████ | 14558/16050 [2:38:25<15:10,  1.64it/s]
Training 3/3 epoch (loss 0.0023):  91%|█████████ | 14558/16050 [2:38:26<15:10,  1.64it/s]
Training 3/3 epoch (loss 0.0023):  91%|█████████ | 14559/16050 [2:38:26<15:11,  1.64it/s]
Training 3/3 epoch (loss 0.0001):  91%|█████████ | 14559/16050 [2:38:27<15:11,  1.64it/s]
Training 3/3 epoch (loss 0.0001):  91%|█████████ | 14560/16050 [2:38:27<14:30,  1.71it/s]
Training 3/3 epoch (loss 0.0010):  91%|█████████ | 14560/16050 [2:38:27<14:30,  1.71it/s]
Training 3/3 epoch (loss 0.0010):  91%|█████████ | 14561/16050 [2:38:27<15:02,  1.65it/s]
Training 3/3 epoch (loss 0.0022):  91%|█████████ | 14561/16050 [2:38:28<15:02,  1.65it/s]
Training 3/3 epoch (loss 0.0022):  91%|█████████ | 14562/16050 [2:38:28<17:04,  1.45it/s]
Training 3/3 epoch (loss 0.2804):  91%|█████████ | 14562/16050 [2:38:28<17:04,  1.45it/s]
Training 3/3 epoch (loss 0.2804):  91%|█████████ | 14563/16050 [2:38:28<14:40,  1.69it/s]
Training 3/3 epoch (loss 0.0481):  91%|█████████ | 14563/16050 [2:38:29<14:40,  1.69it/s]
Training 3/3 epoch (loss 0.0481):  91%|█████████ | 14564/16050 [2:38:29<15:08,  1.64it/s]
Training 3/3 epoch (loss 0.2218):  91%|█████████ | 14564/16050 [2:38:30<15:08,  1.64it/s]
Training 3/3 epoch (loss 0.2218):  91%|█████████ | 14565/16050 [2:38:30<13:48,  1.79it/s]
Training 3/3 epoch (loss 0.0030):  91%|█████████ | 14565/16050 [2:38:30<13:48,  1.79it/s]
Training 3/3 epoch (loss 0.0030):  91%|█████████ | 14566/16050 [2:38:30<13:31,  1.83it/s]
Training 3/3 epoch (loss 0.0000):  91%|█████████ | 14566/16050 [2:38:31<13:31,  1.83it/s]
Training 3/3 epoch (loss 0.0000):  91%|█████████ | 14567/16050 [2:38:31<12:40,  1.95it/s]
Training 3/3 epoch (loss 0.1957):  91%|█████████ | 14567/16050 [2:38:31<12:40,  1.95it/s]
Training 3/3 epoch (loss 0.1957):  91%|█████████ | 14568/16050 [2:38:31<11:47,  2.09it/s]
Training 3/3 epoch (loss 0.3761):  91%|█████████ | 14568/16050 [2:38:32<11:47,  2.09it/s]
Training 3/3 epoch (loss 0.3761):  91%|█████████ | 14569/16050 [2:38:32<14:17,  1.73it/s]
Training 3/3 epoch (loss 0.1102):  91%|█████████ | 14569/16050 [2:38:32<14:17,  1.73it/s]
Training 3/3 epoch (loss 0.1102):  91%|█████████ | 14570/16050 [2:38:32<14:15,  1.73it/s]
Training 3/3 epoch (loss 0.0141):  91%|█████████ | 14570/16050 [2:38:33<14:15,  1.73it/s]
Training 3/3 epoch (loss 0.0141):  91%|█████████ | 14571/16050 [2:38:33<14:45,  1.67it/s]
Training 3/3 epoch (loss 0.2270):  91%|█████████ | 14571/16050 [2:38:35<14:45,  1.67it/s]
Training 3/3 epoch (loss 0.2270):  91%|█████████ | 14572/16050 [2:38:35<26:43,  1.08s/it]
Training 3/3 epoch (loss 0.0694):  91%|█████████ | 14572/16050 [2:38:36<26:43,  1.08s/it]
Training 3/3 epoch (loss 0.0694):  91%|█████████ | 14573/16050 [2:38:36<23:32,  1.05it/s]
Training 3/3 epoch (loss 0.0017):  91%|█████████ | 14573/16050 [2:38:36<23:32,  1.05it/s]
Training 3/3 epoch (loss 0.0017):  91%|█████████ | 14574/16050 [2:38:36<20:01,  1.23it/s]
Training 3/3 epoch (loss 0.0039):  91%|█████████ | 14574/16050 [2:38:37<20:01,  1.23it/s]
Training 3/3 epoch (loss 0.0039):  91%|█████████ | 14575/16050 [2:38:37<17:42,  1.39it/s]
Training 3/3 epoch (loss 0.2811):  91%|█████████ | 14575/16050 [2:38:37<17:42,  1.39it/s]
Training 3/3 epoch (loss 0.2811):  91%|█████████ | 14576/16050 [2:38:37<16:16,  1.51it/s]
Training 3/3 epoch (loss 0.3481):  91%|█████████ | 14576/16050 [2:38:38<16:16,  1.51it/s]
Training 3/3 epoch (loss 0.3481):  91%|█████████ | 14577/16050 [2:38:38<13:54,  1.77it/s]
Training 3/3 epoch (loss 0.0183):  91%|█████████ | 14577/16050 [2:38:38<13:54,  1.77it/s]
Training 3/3 epoch (loss 0.0183):  91%|█████████ | 14578/16050 [2:38:38<14:10,  1.73it/s]
Training 3/3 epoch (loss 0.0439):  91%|█████████ | 14578/16050 [2:38:39<14:10,  1.73it/s]
Training 3/3 epoch (loss 0.0439):  91%|█████████ | 14579/16050 [2:38:39<15:03,  1.63it/s]
Training 3/3 epoch (loss 0.0007):  91%|█████████ | 14579/16050 [2:38:39<15:03,  1.63it/s]
Training 3/3 epoch (loss 0.0007):  91%|█████████ | 14580/16050 [2:38:39<13:39,  1.79it/s]
Training 3/3 epoch (loss 0.1233):  91%|█████████ | 14580/16050 [2:38:40<13:39,  1.79it/s]
Training 3/3 epoch (loss 0.1233):  91%|█████████ | 14581/16050 [2:38:40<13:21,  1.83it/s]
Training 3/3 epoch (loss 0.1945):  91%|█████████ | 14581/16050 [2:38:40<13:21,  1.83it/s]
Training 3/3 epoch (loss 0.1945):  91%|█████████ | 14582/16050 [2:38:40<13:10,  1.86it/s]
Training 3/3 epoch (loss 0.0018):  91%|█████████ | 14582/16050 [2:38:41<13:10,  1.86it/s]
Training 3/3 epoch (loss 0.0018):  91%|█████████ | 14583/16050 [2:38:41<14:07,  1.73it/s]
Training 3/3 epoch (loss 0.0000):  91%|█████████ | 14583/16050 [2:38:42<14:07,  1.73it/s]
Training 3/3 epoch (loss 0.0000):  91%|█████████ | 14584/16050 [2:38:42<12:39,  1.93it/s]
Training 3/3 epoch (loss 0.0934):  91%|█████████ | 14584/16050 [2:38:42<12:39,  1.93it/s]
Training 3/3 epoch (loss 0.0934):  91%|█████████ | 14585/16050 [2:38:42<11:46,  2.07it/s]
Training 3/3 epoch (loss 0.0020):  91%|█████████ | 14585/16050 [2:38:42<11:46,  2.07it/s]
Training 3/3 epoch (loss 0.0020):  91%|█████████ | 14586/16050 [2:38:42<11:04,  2.20it/s]
Training 3/3 epoch (loss 0.4935):  91%|█████████ | 14586/16050 [2:38:43<11:04,  2.20it/s]
Training 3/3 epoch (loss 0.4935):  91%|█████████ | 14587/16050 [2:38:43<12:30,  1.95it/s]
Training 3/3 epoch (loss 0.0207):  91%|█████████ | 14587/16050 [2:38:44<12:30,  1.95it/s]
Training 3/3 epoch (loss 0.0207):  91%|█████████ | 14588/16050 [2:38:44<13:02,  1.87it/s]
Training 3/3 epoch (loss 0.0025):  91%|█████████ | 14588/16050 [2:38:44<13:02,  1.87it/s]
Training 3/3 epoch (loss 0.0025):  91%|█████████ | 14589/16050 [2:38:44<11:36,  2.10it/s]
Training 3/3 epoch (loss 0.3605):  91%|█████████ | 14589/16050 [2:38:44<11:36,  2.10it/s]
Training 3/3 epoch (loss 0.3605):  91%|█████████ | 14590/16050 [2:38:44<11:59,  2.03it/s]
Training 3/3 epoch (loss 0.0030):  91%|█████████ | 14590/16050 [2:38:45<11:59,  2.03it/s]
Training 3/3 epoch (loss 0.0030):  91%|█████████ | 14591/16050 [2:38:45<11:48,  2.06it/s]
Training 3/3 epoch (loss 0.0002):  91%|█████████ | 14591/16050 [2:38:45<11:48,  2.06it/s]
Training 3/3 epoch (loss 0.0002):  91%|█████████ | 14592/16050 [2:38:45<10:50,  2.24it/s]
Training 3/3 epoch (loss 0.0001):  91%|█████████ | 14592/16050 [2:38:46<10:50,  2.24it/s]
Training 3/3 epoch (loss 0.0001):  91%|█████████ | 14593/16050 [2:38:46<11:58,  2.03it/s]
Training 3/3 epoch (loss 0.4564):  91%|█████████ | 14593/16050 [2:38:46<11:58,  2.03it/s]
Training 3/3 epoch (loss 0.4564):  91%|█████████ | 14594/16050 [2:38:46<11:21,  2.14it/s]
Training 3/3 epoch (loss 0.0002):  91%|█████████ | 14594/16050 [2:38:47<11:21,  2.14it/s]
Training 3/3 epoch (loss 0.0002):  91%|█████████ | 14595/16050 [2:38:47<13:13,  1.83it/s]
Training 3/3 epoch (loss 0.0030):  91%|█████████ | 14595/16050 [2:38:48<13:13,  1.83it/s]
Training 3/3 epoch (loss 0.0030):  91%|█████████ | 14596/16050 [2:38:48<14:45,  1.64it/s]
Training 3/3 epoch (loss 0.3473):  91%|█████████ | 14596/16050 [2:38:48<14:45,  1.64it/s]
Training 3/3 epoch (loss 0.3473):  91%|█████████ | 14597/16050 [2:38:48<14:55,  1.62it/s]
Training 3/3 epoch (loss 0.0203):  91%|█████████ | 14597/16050 [2:38:49<14:55,  1.62it/s]
Training 3/3 epoch (loss 0.0203):  91%|█████████ | 14598/16050 [2:38:49<14:29,  1.67it/s]
Training 3/3 epoch (loss 0.2393):  91%|█████████ | 14598/16050 [2:38:49<14:29,  1.67it/s]
Training 3/3 epoch (loss 0.2393):  91%|█████████ | 14599/16050 [2:38:49<12:34,  1.92it/s]
Training 3/3 epoch (loss 0.0360):  91%|█████████ | 14599/16050 [2:38:50<12:34,  1.92it/s]
Training 3/3 epoch (loss 0.0360):  91%|█████████ | 14600/16050 [2:38:50<13:14,  1.83it/s]
Training 3/3 epoch (loss 0.0006):  91%|█████████ | 14600/16050 [2:38:50<13:14,  1.83it/s]
Training 3/3 epoch (loss 0.0006):  91%|█████████ | 14601/16050 [2:38:50<12:36,  1.92it/s]
Training 3/3 epoch (loss 0.0067):  91%|█████████ | 14601/16050 [2:38:51<12:36,  1.92it/s]
Training 3/3 epoch (loss 0.0067):  91%|█████████ | 14602/16050 [2:38:51<14:39,  1.65it/s]
Training 3/3 epoch (loss 0.0421):  91%|█████████ | 14602/16050 [2:38:52<14:39,  1.65it/s]
Training 3/3 epoch (loss 0.0421):  91%|█████████ | 14603/16050 [2:38:52<15:56,  1.51it/s]
Training 3/3 epoch (loss 0.0018):  91%|█████████ | 14603/16050 [2:38:53<15:56,  1.51it/s]
Training 3/3 epoch (loss 0.0018):  91%|█████████ | 14604/16050 [2:38:53<17:11,  1.40it/s]
Training 3/3 epoch (loss 0.2511):  91%|█████████ | 14604/16050 [2:38:53<17:11,  1.40it/s]
Training 3/3 epoch (loss 0.2511):  91%|█████████ | 14605/16050 [2:38:53<15:27,  1.56it/s]
Training 3/3 epoch (loss 0.1223):  91%|█████████ | 14605/16050 [2:38:54<15:27,  1.56it/s]
Training 3/3 epoch (loss 0.1223):  91%|█████████ | 14606/16050 [2:38:54<13:46,  1.75it/s]
Training 3/3 epoch (loss 0.0001):  91%|█████████ | 14606/16050 [2:38:54<13:46,  1.75it/s]
Training 3/3 epoch (loss 0.0001):  91%|█████████ | 14607/16050 [2:38:54<12:47,  1.88it/s]
Training 3/3 epoch (loss 0.3611):  91%|█████████ | 14607/16050 [2:38:56<12:47,  1.88it/s]
Training 3/3 epoch (loss 0.3611):  91%|█████████ | 14608/16050 [2:38:56<25:48,  1.07s/it]
Training 3/3 epoch (loss 0.0255):  91%|█████████ | 14608/16050 [2:38:57<25:48,  1.07s/it]
Training 3/3 epoch (loss 0.0255):  91%|█████████ | 14609/16050 [2:38:57<22:33,  1.06it/s]
Training 3/3 epoch (loss 0.0004):  91%|█████████ | 14609/16050 [2:38:57<22:33,  1.06it/s]
Training 3/3 epoch (loss 0.0004):  91%|█████████ | 14610/16050 [2:38:57<18:41,  1.28it/s]
Training 3/3 epoch (loss 0.1995):  91%|█████████ | 14610/16050 [2:38:58<18:41,  1.28it/s]
Training 3/3 epoch (loss 0.1995):  91%|█████████ | 14611/16050 [2:38:58<15:31,  1.54it/s]
Training 3/3 epoch (loss 0.0053):  91%|█████████ | 14611/16050 [2:38:58<15:31,  1.54it/s]
Training 3/3 epoch (loss 0.0053):  91%|█████████ | 14612/16050 [2:38:58<14:01,  1.71it/s]
Training 3/3 epoch (loss 0.3619):  91%|█████████ | 14612/16050 [2:38:59<14:01,  1.71it/s]
Training 3/3 epoch (loss 0.3619):  91%|█████████ | 14613/16050 [2:38:59<13:08,  1.82it/s]
Training 3/3 epoch (loss 0.2834):  91%|█████████ | 14613/16050 [2:39:01<13:08,  1.82it/s]
Training 3/3 epoch (loss 0.2834):  91%|█████████ | 14614/16050 [2:39:01<25:12,  1.05s/it]
Training 3/3 epoch (loss 0.3443):  91%|█████████ | 14614/16050 [2:39:01<25:12,  1.05s/it]
Training 3/3 epoch (loss 0.3443):  91%|█████████ | 14615/16050 [2:39:01<20:36,  1.16it/s]
Training 3/3 epoch (loss 0.0038):  91%|█████████ | 14615/16050 [2:39:02<20:36,  1.16it/s]
Training 3/3 epoch (loss 0.0038):  91%|█████████ | 14616/16050 [2:39:02<18:41,  1.28it/s]
Training 3/3 epoch (loss 0.0227):  91%|█████████ | 14616/16050 [2:39:03<18:41,  1.28it/s]
Training 3/3 epoch (loss 0.0227):  91%|█████████ | 14617/16050 [2:39:03<19:07,  1.25it/s]
Training 3/3 epoch (loss 0.1172):  91%|█████████ | 14617/16050 [2:39:03<19:07,  1.25it/s]
Training 3/3 epoch (loss 0.1172):  91%|█████████ | 14618/16050 [2:39:03<16:40,  1.43it/s]
Training 3/3 epoch (loss 0.0209):  91%|█████████ | 14618/16050 [2:39:04<16:40,  1.43it/s]
Training 3/3 epoch (loss 0.0209):  91%|█████████ | 14619/16050 [2:39:04<15:05,  1.58it/s]
Training 3/3 epoch (loss 0.0077):  91%|█████████ | 14619/16050 [2:39:04<15:05,  1.58it/s]
Training 3/3 epoch (loss 0.0077):  91%|█████████ | 14620/16050 [2:39:04<15:13,  1.57it/s]
Training 3/3 epoch (loss 0.0018):  91%|█████████ | 14620/16050 [2:39:05<15:13,  1.57it/s]
Training 3/3 epoch (loss 0.0018):  91%|█████████ | 14621/16050 [2:39:05<14:24,  1.65it/s]
Training 3/3 epoch (loss 0.0410):  91%|█████████ | 14621/16050 [2:39:05<14:24,  1.65it/s]
Training 3/3 epoch (loss 0.0410):  91%|█████████ | 14622/16050 [2:39:05<13:25,  1.77it/s]
Training 3/3 epoch (loss 0.0560):  91%|█████████ | 14622/16050 [2:39:06<13:25,  1.77it/s]
Training 3/3 epoch (loss 0.0560):  91%|█████████ | 14623/16050 [2:39:06<12:17,  1.94it/s]
Training 3/3 epoch (loss 0.2703):  91%|█████████ | 14623/16050 [2:39:08<12:17,  1.94it/s]
Training 3/3 epoch (loss 0.2703):  91%|█████████ | 14624/16050 [2:39:08<25:19,  1.07s/it]
Training 3/3 epoch (loss 0.0003):  91%|█████████ | 14624/16050 [2:39:09<25:19,  1.07s/it]
Training 3/3 epoch (loss 0.0003):  91%|█████████ | 14625/16050 [2:39:09<20:48,  1.14it/s]
Training 3/3 epoch (loss 0.0523):  91%|█████████ | 14625/16050 [2:39:09<20:48,  1.14it/s]
Training 3/3 epoch (loss 0.0523):  91%|█████████ | 14626/16050 [2:39:09<21:18,  1.11it/s]
Training 3/3 epoch (loss 0.2354):  91%|█████████ | 14626/16050 [2:39:10<21:18,  1.11it/s]
Training 3/3 epoch (loss 0.2354):  91%|█████████ | 14627/16050 [2:39:10<17:45,  1.34it/s]
Training 3/3 epoch (loss 0.0526):  91%|█████████ | 14627/16050 [2:39:10<17:45,  1.34it/s]
Training 3/3 epoch (loss 0.0526):  91%|█████████ | 14628/16050 [2:39:10<16:11,  1.46it/s]
Training 3/3 epoch (loss 0.0074):  91%|█████████ | 14628/16050 [2:39:11<16:11,  1.46it/s]
Training 3/3 epoch (loss 0.0074):  91%|█████████ | 14629/16050 [2:39:11<14:35,  1.62it/s]
Training 3/3 epoch (loss 0.2734):  91%|█████████ | 14629/16050 [2:39:11<14:35,  1.62it/s]
Training 3/3 epoch (loss 0.2734):  91%|█████████ | 14630/16050 [2:39:11<13:02,  1.81it/s]
Training 3/3 epoch (loss 0.1012):  91%|█████████ | 14630/16050 [2:39:12<13:02,  1.81it/s]
Training 3/3 epoch (loss 0.1012):  91%|█████████ | 14631/16050 [2:39:12<13:32,  1.75it/s]
Training 3/3 epoch (loss 0.0023):  91%|█████████ | 14631/16050 [2:39:13<13:32,  1.75it/s]
Training 3/3 epoch (loss 0.0023):  91%|█████████ | 14632/16050 [2:39:13<15:30,  1.52it/s]
Training 3/3 epoch (loss 0.0010):  91%|█████████ | 14632/16050 [2:39:13<15:30,  1.52it/s]
Training 3/3 epoch (loss 0.0010):  91%|█████████ | 14633/16050 [2:39:13<15:37,  1.51it/s]
Training 3/3 epoch (loss 0.0044):  91%|█████████ | 14633/16050 [2:39:14<15:37,  1.51it/s]
Training 3/3 epoch (loss 0.0044):  91%|█████████ | 14634/16050 [2:39:14<13:37,  1.73it/s]
Training 3/3 epoch (loss 0.1212):  91%|█████████ | 14634/16050 [2:39:14<13:37,  1.73it/s]
Training 3/3 epoch (loss 0.1212):  91%|█████████ | 14635/16050 [2:39:14<12:26,  1.89it/s]
Training 3/3 epoch (loss 0.0150):  91%|█████████ | 14635/16050 [2:39:15<12:26,  1.89it/s]
Training 3/3 epoch (loss 0.0150):  91%|█████████ | 14636/16050 [2:39:15<14:33,  1.62it/s]
Training 3/3 epoch (loss 0.0027):  91%|█████████ | 14636/16050 [2:39:16<14:33,  1.62it/s]
Training 3/3 epoch (loss 0.0027):  91%|█████████ | 14637/16050 [2:39:16<14:32,  1.62it/s]
Training 3/3 epoch (loss 0.0156):  91%|█████████ | 14637/16050 [2:39:16<14:32,  1.62it/s]
Training 3/3 epoch (loss 0.0156):  91%|█████████ | 14638/16050 [2:39:16<15:08,  1.55it/s]
Training 3/3 epoch (loss 0.0171):  91%|█████████ | 14638/16050 [2:39:17<15:08,  1.55it/s]
Training 3/3 epoch (loss 0.0171):  91%|█████████ | 14639/16050 [2:39:17<13:40,  1.72it/s]
Training 3/3 epoch (loss 0.0147):  91%|█████████ | 14639/16050 [2:39:17<13:40,  1.72it/s]
Training 3/3 epoch (loss 0.0147):  91%|█████████ | 14640/16050 [2:39:17<13:57,  1.68it/s]
Training 3/3 epoch (loss 1.1679):  91%|█████████ | 14640/16050 [2:39:18<13:57,  1.68it/s]
Training 3/3 epoch (loss 1.1679):  91%|█████████ | 14641/16050 [2:39:18<14:13,  1.65it/s]
Training 3/3 epoch (loss 0.0041):  91%|█████████ | 14641/16050 [2:39:19<14:13,  1.65it/s]
Training 3/3 epoch (loss 0.0041):  91%|█████████ | 14642/16050 [2:39:19<15:21,  1.53it/s]
Training 3/3 epoch (loss 0.0001):  91%|█████████ | 14642/16050 [2:39:19<15:21,  1.53it/s]
Training 3/3 epoch (loss 0.0001):  91%|█████████ | 14643/16050 [2:39:19<14:57,  1.57it/s]
Training 3/3 epoch (loss 0.0012):  91%|█████████ | 14643/16050 [2:39:20<14:57,  1.57it/s]
Training 3/3 epoch (loss 0.0012):  91%|█████████ | 14644/16050 [2:39:20<13:18,  1.76it/s]
Training 3/3 epoch (loss 0.0439):  91%|█████████ | 14644/16050 [2:39:20<13:18,  1.76it/s]
Training 3/3 epoch (loss 0.0439):  91%|█████████ | 14645/16050 [2:39:20<13:36,  1.72it/s]
Training 3/3 epoch (loss 0.0008):  91%|█████████ | 14645/16050 [2:39:21<13:36,  1.72it/s]
Training 3/3 epoch (loss 0.0008):  91%|█████████▏| 14646/16050 [2:39:21<12:25,  1.88it/s]
Training 3/3 epoch (loss 0.2441):  91%|█████████▏| 14646/16050 [2:39:21<12:25,  1.88it/s]
Training 3/3 epoch (loss 0.2441):  91%|█████████▏| 14647/16050 [2:39:21<12:57,  1.80it/s]
Training 3/3 epoch (loss 0.1997):  91%|█████████▏| 14647/16050 [2:39:22<12:57,  1.80it/s]
Training 3/3 epoch (loss 0.1997):  91%|█████████▏| 14648/16050 [2:39:22<11:44,  1.99it/s]
Training 3/3 epoch (loss 0.4067):  91%|█████████▏| 14648/16050 [2:39:22<11:44,  1.99it/s]
Training 3/3 epoch (loss 0.4067):  91%|█████████▏| 14649/16050 [2:39:22<10:45,  2.17it/s]
Training 3/3 epoch (loss 0.1100):  91%|█████████▏| 14649/16050 [2:39:23<10:45,  2.17it/s]
Training 3/3 epoch (loss 0.1100):  91%|█████████▏| 14650/16050 [2:39:23<10:19,  2.26it/s]
Training 3/3 epoch (loss 0.0019):  91%|█████████▏| 14650/16050 [2:39:23<10:19,  2.26it/s]
Training 3/3 epoch (loss 0.0019):  91%|█████████▏| 14651/16050 [2:39:23<12:10,  1.92it/s]
Training 3/3 epoch (loss 0.0509):  91%|█████████▏| 14651/16050 [2:39:24<12:10,  1.92it/s]
Training 3/3 epoch (loss 0.0509):  91%|█████████▏| 14652/16050 [2:39:24<11:55,  1.95it/s]
Training 3/3 epoch (loss 0.0000):  91%|█████████▏| 14652/16050 [2:39:24<11:55,  1.95it/s]
Training 3/3 epoch (loss 0.0000):  91%|█████████▏| 14653/16050 [2:39:24<10:52,  2.14it/s]
Training 3/3 epoch (loss 0.2281):  91%|█████████▏| 14653/16050 [2:39:25<10:52,  2.14it/s]
Training 3/3 epoch (loss 0.2281):  91%|█████████▏| 14654/16050 [2:39:25<12:38,  1.84it/s]
Training 3/3 epoch (loss 0.2892):  91%|█████████▏| 14654/16050 [2:39:26<12:38,  1.84it/s]
Training 3/3 epoch (loss 0.2892):  91%|█████████▏| 14655/16050 [2:39:26<13:07,  1.77it/s]
Training 3/3 epoch (loss 0.0035):  91%|█████████▏| 14655/16050 [2:39:26<13:07,  1.77it/s]
Training 3/3 epoch (loss 0.0035):  91%|█████████▏| 14656/16050 [2:39:26<13:02,  1.78it/s]
Training 3/3 epoch (loss 0.1646):  91%|█████████▏| 14656/16050 [2:39:26<13:02,  1.78it/s]
Training 3/3 epoch (loss 0.1646):  91%|█████████▏| 14657/16050 [2:39:26<11:39,  1.99it/s]
Training 3/3 epoch (loss 0.0590):  91%|█████████▏| 14657/16050 [2:39:27<11:39,  1.99it/s]
Training 3/3 epoch (loss 0.0590):  91%|█████████▏| 14658/16050 [2:39:27<12:18,  1.89it/s]
Training 3/3 epoch (loss 0.0002):  91%|█████████▏| 14658/16050 [2:39:27<12:18,  1.89it/s]
Training 3/3 epoch (loss 0.0002):  91%|█████████▏| 14659/16050 [2:39:27<11:51,  1.95it/s]
Training 3/3 epoch (loss 0.0743):  91%|█████████▏| 14659/16050 [2:39:28<11:51,  1.95it/s]
Training 3/3 epoch (loss 0.0743):  91%|█████████▏| 14660/16050 [2:39:28<12:34,  1.84it/s]
Training 3/3 epoch (loss 0.0375):  91%|█████████▏| 14660/16050 [2:39:29<12:34,  1.84it/s]
Training 3/3 epoch (loss 0.0375):  91%|█████████▏| 14661/16050 [2:39:29<11:56,  1.94it/s]
Training 3/3 epoch (loss 0.0009):  91%|█████████▏| 14661/16050 [2:39:29<11:56,  1.94it/s]
Training 3/3 epoch (loss 0.0009):  91%|█████████▏| 14662/16050 [2:39:29<12:40,  1.82it/s]
Training 3/3 epoch (loss 0.0122):  91%|█████████▏| 14662/16050 [2:39:30<12:40,  1.82it/s]
Training 3/3 epoch (loss 0.0122):  91%|█████████▏| 14663/16050 [2:39:30<11:25,  2.02it/s]
Training 3/3 epoch (loss 0.0158):  91%|█████████▏| 14663/16050 [2:39:30<11:25,  2.02it/s]
Training 3/3 epoch (loss 0.0158):  91%|█████████▏| 14664/16050 [2:39:30<13:54,  1.66it/s]
Training 3/3 epoch (loss 0.0724):  91%|█████████▏| 14664/16050 [2:39:31<13:54,  1.66it/s]
Training 3/3 epoch (loss 0.0724):  91%|█████████▏| 14665/16050 [2:39:31<14:17,  1.61it/s]
Training 3/3 epoch (loss 0.2806):  91%|█████████▏| 14665/16050 [2:39:32<14:17,  1.61it/s]
Training 3/3 epoch (loss 0.2806):  91%|█████████▏| 14666/16050 [2:39:32<13:42,  1.68it/s]
Training 3/3 epoch (loss 0.2935):  91%|█████████▏| 14666/16050 [2:39:32<13:42,  1.68it/s]
Training 3/3 epoch (loss 0.2935):  91%|█████████▏| 14667/16050 [2:39:32<11:55,  1.93it/s]
Training 3/3 epoch (loss 0.0077):  91%|█████████▏| 14667/16050 [2:39:33<11:55,  1.93it/s]
Training 3/3 epoch (loss 0.0077):  91%|█████████▏| 14668/16050 [2:39:33<14:45,  1.56it/s]
Training 3/3 epoch (loss 0.4796):  91%|█████████▏| 14668/16050 [2:39:33<14:45,  1.56it/s]
Training 3/3 epoch (loss 0.4796):  91%|█████████▏| 14669/16050 [2:39:33<13:28,  1.71it/s]
Training 3/3 epoch (loss 0.1696):  91%|█████████▏| 14669/16050 [2:39:34<13:28,  1.71it/s]
Training 3/3 epoch (loss 0.1696):  91%|█████████▏| 14670/16050 [2:39:34<12:10,  1.89it/s]
Training 3/3 epoch (loss 0.0152):  91%|█████████▏| 14670/16050 [2:39:34<12:10,  1.89it/s]
Training 3/3 epoch (loss 0.0152):  91%|█████████▏| 14671/16050 [2:39:34<12:49,  1.79it/s]
Training 3/3 epoch (loss 0.0106):  91%|█████████▏| 14671/16050 [2:39:35<12:49,  1.79it/s]
Training 3/3 epoch (loss 0.0106):  91%|█████████▏| 14672/16050 [2:39:35<12:44,  1.80it/s]
Training 3/3 epoch (loss 0.0000):  91%|█████████▏| 14672/16050 [2:39:35<12:44,  1.80it/s]
Training 3/3 epoch (loss 0.0000):  91%|█████████▏| 14673/16050 [2:39:35<12:06,  1.89it/s]
Training 3/3 epoch (loss 0.0036):  91%|█████████▏| 14673/16050 [2:39:36<12:06,  1.89it/s]
Training 3/3 epoch (loss 0.0036):  91%|█████████▏| 14674/16050 [2:39:36<13:41,  1.68it/s]
Training 3/3 epoch (loss 0.1812):  91%|█████████▏| 14674/16050 [2:39:37<13:41,  1.68it/s]
Training 3/3 epoch (loss 0.1812):  91%|█████████▏| 14675/16050 [2:39:37<12:53,  1.78it/s]
Training 3/3 epoch (loss 0.0020):  91%|█████████▏| 14675/16050 [2:39:37<12:53,  1.78it/s]
Training 3/3 epoch (loss 0.0020):  91%|█████████▏| 14676/16050 [2:39:37<12:10,  1.88it/s]
Training 3/3 epoch (loss 0.0001):  91%|█████████▏| 14676/16050 [2:39:37<12:10,  1.88it/s]
Training 3/3 epoch (loss 0.0001):  91%|█████████▏| 14677/16050 [2:39:37<11:22,  2.01it/s]
Training 3/3 epoch (loss 0.1610):  91%|█████████▏| 14677/16050 [2:39:38<11:22,  2.01it/s]
Training 3/3 epoch (loss 0.1610):  91%|█████████▏| 14678/16050 [2:39:38<11:55,  1.92it/s]
Training 3/3 epoch (loss 0.3465):  91%|█████████▏| 14678/16050 [2:39:39<11:55,  1.92it/s]
Training 3/3 epoch (loss 0.3465):  91%|█████████▏| 14679/16050 [2:39:39<11:57,  1.91it/s]
Training 3/3 epoch (loss 0.0022):  91%|█████████▏| 14679/16050 [2:39:39<11:57,  1.91it/s]
Training 3/3 epoch (loss 0.0022):  91%|█████████▏| 14680/16050 [2:39:39<12:34,  1.81it/s]
Training 3/3 epoch (loss 0.0926):  91%|█████████▏| 14680/16050 [2:39:40<12:34,  1.81it/s]
Training 3/3 epoch (loss 0.0926):  91%|█████████▏| 14681/16050 [2:39:40<11:53,  1.92it/s]
Training 3/3 epoch (loss 0.0000):  91%|█████████▏| 14681/16050 [2:39:40<11:53,  1.92it/s]
Training 3/3 epoch (loss 0.0000):  91%|█████████▏| 14682/16050 [2:39:40<11:58,  1.90it/s]
Training 3/3 epoch (loss 0.0258):  91%|█████████▏| 14682/16050 [2:39:41<11:58,  1.90it/s]
Training 3/3 epoch (loss 0.0258):  91%|█████████▏| 14683/16050 [2:39:41<11:37,  1.96it/s]
Training 3/3 epoch (loss 0.2596):  91%|█████████▏| 14683/16050 [2:39:41<11:37,  1.96it/s]
Training 3/3 epoch (loss 0.2596):  91%|█████████▏| 14684/16050 [2:39:41<13:46,  1.65it/s]
Training 3/3 epoch (loss 0.0080):  91%|█████████▏| 14684/16050 [2:39:42<13:46,  1.65it/s]
Training 3/3 epoch (loss 0.0080):  91%|█████████▏| 14685/16050 [2:39:42<15:47,  1.44it/s]
Training 3/3 epoch (loss 0.1969):  91%|█████████▏| 14685/16050 [2:39:45<15:47,  1.44it/s]
Training 3/3 epoch (loss 0.1969):  92%|█████████▏| 14686/16050 [2:39:45<27:03,  1.19s/it]
Training 3/3 epoch (loss 0.0354):  92%|█████████▏| 14686/16050 [2:39:45<27:03,  1.19s/it]
Training 3/3 epoch (loss 0.0354):  92%|█████████▏| 14687/16050 [2:39:45<21:34,  1.05it/s]
Training 3/3 epoch (loss 0.0001):  92%|█████████▏| 14687/16050 [2:39:45<21:34,  1.05it/s]
Training 3/3 epoch (loss 0.0001):  92%|█████████▏| 14688/16050 [2:39:45<17:34,  1.29it/s]
Training 3/3 epoch (loss 0.1727):  92%|█████████▏| 14688/16050 [2:39:46<17:34,  1.29it/s]
Training 3/3 epoch (loss 0.1727):  92%|█████████▏| 14689/16050 [2:39:46<16:51,  1.34it/s]
Training 3/3 epoch (loss 0.3404):  92%|█████████▏| 14689/16050 [2:39:47<16:51,  1.34it/s]
Training 3/3 epoch (loss 0.3404):  92%|█████████▏| 14690/16050 [2:39:47<14:57,  1.52it/s]
Training 3/3 epoch (loss 0.0099):  92%|█████████▏| 14690/16050 [2:39:47<14:57,  1.52it/s]
Training 3/3 epoch (loss 0.0099):  92%|█████████▏| 14691/16050 [2:39:47<13:45,  1.65it/s]
Training 3/3 epoch (loss 0.1534):  92%|█████████▏| 14691/16050 [2:39:48<13:45,  1.65it/s]
Training 3/3 epoch (loss 0.1534):  92%|█████████▏| 14692/16050 [2:39:48<15:08,  1.49it/s]
Training 3/3 epoch (loss 0.0136):  92%|█████████▏| 14692/16050 [2:39:49<15:08,  1.49it/s]
Training 3/3 epoch (loss 0.0136):  92%|█████████▏| 14693/16050 [2:39:49<14:48,  1.53it/s]
Training 3/3 epoch (loss 0.3395):  92%|█████████▏| 14693/16050 [2:39:49<14:48,  1.53it/s]
Training 3/3 epoch (loss 0.3395):  92%|█████████▏| 14694/16050 [2:39:49<13:38,  1.66it/s]
Training 3/3 epoch (loss 0.3446):  92%|█████████▏| 14694/16050 [2:39:49<13:38,  1.66it/s]
Training 3/3 epoch (loss 0.3446):  92%|█████████▏| 14695/16050 [2:39:49<11:55,  1.89it/s]
Training 3/3 epoch (loss 0.0378):  92%|█████████▏| 14695/16050 [2:39:50<11:55,  1.89it/s]
Training 3/3 epoch (loss 0.0378):  92%|█████████▏| 14696/16050 [2:39:50<13:35,  1.66it/s]
Training 3/3 epoch (loss 0.0267):  92%|█████████▏| 14696/16050 [2:39:51<13:35,  1.66it/s]
Training 3/3 epoch (loss 0.0267):  92%|█████████▏| 14697/16050 [2:39:51<14:15,  1.58it/s]
Training 3/3 epoch (loss 0.2100):  92%|█████████▏| 14697/16050 [2:39:53<14:15,  1.58it/s]
Training 3/3 epoch (loss 0.2100):  92%|█████████▏| 14698/16050 [2:39:53<25:52,  1.15s/it]
Training 3/3 epoch (loss 0.2358):  92%|█████████▏| 14698/16050 [2:39:54<25:52,  1.15s/it]
Training 3/3 epoch (loss 0.2358):  92%|█████████▏| 14699/16050 [2:39:54<22:35,  1.00s/it]
Training 3/3 epoch (loss 0.0303):  92%|█████████▏| 14699/16050 [2:39:54<22:35,  1.00s/it]
Training 3/3 epoch (loss 0.0303):  92%|█████████▏| 14700/16050 [2:39:54<19:00,  1.18it/s]
Training 3/3 epoch (loss 0.0469):  92%|█████████▏| 14700/16050 [2:39:55<19:00,  1.18it/s]
Training 3/3 epoch (loss 0.0469):  92%|█████████▏| 14701/16050 [2:39:55<16:14,  1.38it/s]
Training 3/3 epoch (loss 0.3247):  92%|█████████▏| 14701/16050 [2:39:55<16:14,  1.38it/s]
Training 3/3 epoch (loss 0.3247):  92%|█████████▏| 14702/16050 [2:39:55<14:51,  1.51it/s]
Training 3/3 epoch (loss 0.0224):  92%|█████████▏| 14702/16050 [2:39:56<14:51,  1.51it/s]
Training 3/3 epoch (loss 0.0224):  92%|█████████▏| 14703/16050 [2:39:56<13:21,  1.68it/s]
Training 3/3 epoch (loss 0.2756):  92%|█████████▏| 14703/16050 [2:39:56<13:21,  1.68it/s]
Training 3/3 epoch (loss 0.2756):  92%|█████████▏| 14704/16050 [2:39:56<12:05,  1.86it/s]
Training 3/3 epoch (loss 0.2957):  92%|█████████▏| 14704/16050 [2:39:57<12:05,  1.86it/s]
Training 3/3 epoch (loss 0.2957):  92%|█████████▏| 14705/16050 [2:39:57<11:38,  1.93it/s]
Training 3/3 epoch (loss 0.0033):  92%|█████████▏| 14705/16050 [2:39:57<11:38,  1.93it/s]
Training 3/3 epoch (loss 0.0033):  92%|█████████▏| 14706/16050 [2:39:57<11:39,  1.92it/s]
Training 3/3 epoch (loss 0.0001):  92%|█████████▏| 14706/16050 [2:39:58<11:39,  1.92it/s]
Training 3/3 epoch (loss 0.0001):  92%|█████████▏| 14707/16050 [2:39:58<11:18,  1.98it/s]
Training 3/3 epoch (loss 0.1455):  92%|█████████▏| 14707/16050 [2:40:00<11:18,  1.98it/s]
Training 3/3 epoch (loss 0.1455):  92%|█████████▏| 14708/16050 [2:40:00<23:41,  1.06s/it]
Training 3/3 epoch (loss 0.3480):  92%|█████████▏| 14708/16050 [2:40:00<23:41,  1.06s/it]
Training 3/3 epoch (loss 0.3480):  92%|█████████▏| 14709/16050 [2:40:00<19:50,  1.13it/s]
Training 3/3 epoch (loss 0.0355):  92%|█████████▏| 14709/16050 [2:40:01<19:50,  1.13it/s]
Training 3/3 epoch (loss 0.0355):  92%|█████████▏| 14710/16050 [2:40:01<18:50,  1.19it/s]
Training 3/3 epoch (loss 0.0097):  92%|█████████▏| 14710/16050 [2:40:02<18:50,  1.19it/s]
Training 3/3 epoch (loss 0.0097):  92%|█████████▏| 14711/16050 [2:40:02<16:00,  1.39it/s]
Training 3/3 epoch (loss 0.3346):  92%|█████████▏| 14711/16050 [2:40:02<16:00,  1.39it/s]
Training 3/3 epoch (loss 0.3346):  92%|█████████▏| 14712/16050 [2:40:02<14:42,  1.52it/s]
Training 3/3 epoch (loss 0.0004):  92%|█████████▏| 14712/16050 [2:40:03<14:42,  1.52it/s]
Training 3/3 epoch (loss 0.0004):  92%|█████████▏| 14713/16050 [2:40:03<13:57,  1.60it/s]
Training 3/3 epoch (loss 0.0039):  92%|█████████▏| 14713/16050 [2:40:03<13:57,  1.60it/s]
Training 3/3 epoch (loss 0.0039):  92%|█████████▏| 14714/16050 [2:40:03<12:48,  1.74it/s]
Training 3/3 epoch (loss 0.4475):  92%|█████████▏| 14714/16050 [2:40:03<12:48,  1.74it/s]
Training 3/3 epoch (loss 0.4475):  92%|█████████▏| 14715/16050 [2:40:03<11:02,  2.02it/s]
Training 3/3 epoch (loss 0.0076):  92%|█████████▏| 14715/16050 [2:40:04<11:02,  2.02it/s]
Training 3/3 epoch (loss 0.0076):  92%|█████████▏| 14716/16050 [2:40:04<10:47,  2.06it/s]
Training 3/3 epoch (loss 0.0006):  92%|█████████▏| 14716/16050 [2:40:05<10:47,  2.06it/s]
Training 3/3 epoch (loss 0.0006):  92%|█████████▏| 14717/16050 [2:40:05<11:38,  1.91it/s]
Training 3/3 epoch (loss 0.0504):  92%|█████████▏| 14717/16050 [2:40:05<11:38,  1.91it/s]
Training 3/3 epoch (loss 0.0504):  92%|█████████▏| 14718/16050 [2:40:05<12:31,  1.77it/s]
Training 3/3 epoch (loss 0.0121):  92%|█████████▏| 14718/16050 [2:40:06<12:31,  1.77it/s]
Training 3/3 epoch (loss 0.0121):  92%|█████████▏| 14719/16050 [2:40:06<13:05,  1.70it/s]
Training 3/3 epoch (loss 0.0431):  92%|█████████▏| 14719/16050 [2:40:07<13:05,  1.70it/s]
Training 3/3 epoch (loss 0.0431):  92%|█████████▏| 14720/16050 [2:40:07<15:13,  1.46it/s]
Training 3/3 epoch (loss 0.4094):  92%|█████████▏| 14720/16050 [2:40:07<15:13,  1.46it/s]
Training 3/3 epoch (loss 0.4094):  92%|█████████▏| 14721/16050 [2:40:07<13:49,  1.60it/s]
Training 3/3 epoch (loss 0.0047):  92%|█████████▏| 14721/16050 [2:40:08<13:49,  1.60it/s]
Training 3/3 epoch (loss 0.0047):  92%|█████████▏| 14722/16050 [2:40:08<12:20,  1.79it/s]
Training 3/3 epoch (loss 0.0087):  92%|█████████▏| 14722/16050 [2:40:08<12:20,  1.79it/s]
Training 3/3 epoch (loss 0.0087):  92%|█████████▏| 14723/16050 [2:40:08<12:13,  1.81it/s]
Training 3/3 epoch (loss 0.0381):  92%|█████████▏| 14723/16050 [2:40:09<12:13,  1.81it/s]
Training 3/3 epoch (loss 0.0381):  92%|█████████▏| 14724/16050 [2:40:09<12:20,  1.79it/s]
Training 3/3 epoch (loss 0.1069):  92%|█████████▏| 14724/16050 [2:40:09<12:20,  1.79it/s]
Training 3/3 epoch (loss 0.1069):  92%|█████████▏| 14725/16050 [2:40:09<10:55,  2.02it/s]
Training 3/3 epoch (loss 0.0192):  92%|█████████▏| 14725/16050 [2:40:10<10:55,  2.02it/s]
Training 3/3 epoch (loss 0.0192):  92%|█████████▏| 14726/16050 [2:40:10<10:48,  2.04it/s]
Training 3/3 epoch (loss 0.0110):  92%|█████████▏| 14726/16050 [2:40:10<10:48,  2.04it/s]
Training 3/3 epoch (loss 0.0110):  92%|█████████▏| 14727/16050 [2:40:10<11:38,  1.89it/s]
Training 3/3 epoch (loss 0.0001):  92%|█████████▏| 14727/16050 [2:40:11<11:38,  1.89it/s]
Training 3/3 epoch (loss 0.0001):  92%|█████████▏| 14728/16050 [2:40:11<11:02,  2.00it/s]
Training 3/3 epoch (loss 0.0538):  92%|█████████▏| 14728/16050 [2:40:11<11:02,  2.00it/s]
Training 3/3 epoch (loss 0.0538):  92%|█████████▏| 14729/16050 [2:40:11<11:35,  1.90it/s]
Training 3/3 epoch (loss 0.1349):  92%|█████████▏| 14729/16050 [2:40:12<11:35,  1.90it/s]
Training 3/3 epoch (loss 0.1349):  92%|█████████▏| 14730/16050 [2:40:12<12:05,  1.82it/s]
Training 3/3 epoch (loss 0.0273):  92%|█████████▏| 14730/16050 [2:40:12<12:05,  1.82it/s]
Training 3/3 epoch (loss 0.0273):  92%|█████████▏| 14731/16050 [2:40:12<11:40,  1.88it/s]
Training 3/3 epoch (loss 0.0038):  92%|█████████▏| 14731/16050 [2:40:13<11:40,  1.88it/s]
Training 3/3 epoch (loss 0.0038):  92%|█████████▏| 14732/16050 [2:40:13<11:47,  1.86it/s]
Training 3/3 epoch (loss 0.0187):  92%|█████████▏| 14732/16050 [2:40:13<11:47,  1.86it/s]
Training 3/3 epoch (loss 0.0187):  92%|█████████▏| 14733/16050 [2:40:13<11:16,  1.95it/s]
Training 3/3 epoch (loss 0.4690):  92%|█████████▏| 14733/16050 [2:40:14<11:16,  1.95it/s]
Training 3/3 epoch (loss 0.4690):  92%|█████████▏| 14734/16050 [2:40:14<10:35,  2.07it/s]
Training 3/3 epoch (loss 0.0002):  92%|█████████▏| 14734/16050 [2:40:14<10:35,  2.07it/s]
Training 3/3 epoch (loss 0.0002):  92%|█████████▏| 14735/16050 [2:40:14<10:55,  2.01it/s]
Training 3/3 epoch (loss 0.0256):  92%|█████████▏| 14735/16050 [2:40:15<10:55,  2.01it/s]
Training 3/3 epoch (loss 0.0256):  92%|█████████▏| 14736/16050 [2:40:15<12:00,  1.82it/s]
Training 3/3 epoch (loss 0.0223):  92%|█████████▏| 14736/16050 [2:40:15<12:00,  1.82it/s]
Training 3/3 epoch (loss 0.0223):  92%|█████████▏| 14737/16050 [2:40:15<11:18,  1.93it/s]
Training 3/3 epoch (loss 0.0032):  92%|█████████▏| 14737/16050 [2:40:16<11:18,  1.93it/s]
Training 3/3 epoch (loss 0.0032):  92%|█████████▏| 14738/16050 [2:40:16<13:32,  1.61it/s]
Training 3/3 epoch (loss 0.0315):  92%|█████████▏| 14738/16050 [2:40:17<13:32,  1.61it/s]
Training 3/3 epoch (loss 0.0315):  92%|█████████▏| 14739/16050 [2:40:17<15:54,  1.37it/s]
Training 3/3 epoch (loss 0.0028):  92%|█████████▏| 14739/16050 [2:40:18<15:54,  1.37it/s]
Training 3/3 epoch (loss 0.0028):  92%|█████████▏| 14740/16050 [2:40:18<15:12,  1.43it/s]
Training 3/3 epoch (loss 0.0140):  92%|█████████▏| 14740/16050 [2:40:18<15:12,  1.43it/s]
Training 3/3 epoch (loss 0.0140):  92%|█████████▏| 14741/16050 [2:40:18<13:07,  1.66it/s]
Training 3/3 epoch (loss 0.3774):  92%|█████████▏| 14741/16050 [2:40:19<13:07,  1.66it/s]
Training 3/3 epoch (loss 0.3774):  92%|█████████▏| 14742/16050 [2:40:19<14:09,  1.54it/s]
Training 3/3 epoch (loss 0.5732):  92%|█████████▏| 14742/16050 [2:40:19<14:09,  1.54it/s]
Training 3/3 epoch (loss 0.5732):  92%|█████████▏| 14743/16050 [2:40:19<12:11,  1.79it/s]
Training 3/3 epoch (loss 0.0012):  92%|█████████▏| 14743/16050 [2:40:20<12:11,  1.79it/s]
Training 3/3 epoch (loss 0.0012):  92%|█████████▏| 14744/16050 [2:40:20<12:32,  1.73it/s]
Training 3/3 epoch (loss 0.3817):  92%|█████████▏| 14744/16050 [2:40:20<12:32,  1.73it/s]
Training 3/3 epoch (loss 0.3817):  92%|█████████▏| 14745/16050 [2:40:20<11:21,  1.91it/s]
Training 3/3 epoch (loss 0.0034):  92%|█████████▏| 14745/16050 [2:40:21<11:21,  1.91it/s]
Training 3/3 epoch (loss 0.0034):  92%|█████████▏| 14746/16050 [2:40:21<11:56,  1.82it/s]
Training 3/3 epoch (loss 0.0542):  92%|█████████▏| 14746/16050 [2:40:22<11:56,  1.82it/s]
Training 3/3 epoch (loss 0.0542):  92%|█████████▏| 14747/16050 [2:40:22<12:10,  1.78it/s]
Training 3/3 epoch (loss 0.0095):  92%|█████████▏| 14747/16050 [2:40:22<12:10,  1.78it/s]
Training 3/3 epoch (loss 0.0095):  92%|█████████▏| 14748/16050 [2:40:22<13:00,  1.67it/s]
Training 3/3 epoch (loss 0.2833):  92%|█████████▏| 14748/16050 [2:40:23<13:00,  1.67it/s]
Training 3/3 epoch (loss 0.2833):  92%|█████████▏| 14749/16050 [2:40:23<15:05,  1.44it/s]
Training 3/3 epoch (loss 0.0108):  92%|█████████▏| 14749/16050 [2:40:24<15:05,  1.44it/s]
Training 3/3 epoch (loss 0.0108):  92%|█████████▏| 14750/16050 [2:40:24<13:13,  1.64it/s]
Training 3/3 epoch (loss 0.3217):  92%|█████████▏| 14750/16050 [2:40:24<13:13,  1.64it/s]
Training 3/3 epoch (loss 0.3217):  92%|█████████▏| 14751/16050 [2:40:24<13:03,  1.66it/s]
Training 3/3 epoch (loss 0.4467):  92%|█████████▏| 14751/16050 [2:40:25<13:03,  1.66it/s]
Training 3/3 epoch (loss 0.4467):  92%|█████████▏| 14752/16050 [2:40:25<11:49,  1.83it/s]
Training 3/3 epoch (loss 0.0278):  92%|█████████▏| 14752/16050 [2:40:25<11:49,  1.83it/s]
Training 3/3 epoch (loss 0.0278):  92%|█████████▏| 14753/16050 [2:40:25<11:14,  1.92it/s]
Training 3/3 epoch (loss 0.0096):  92%|█████████▏| 14753/16050 [2:40:26<11:14,  1.92it/s]
Training 3/3 epoch (loss 0.0096):  92%|█████████▏| 14754/16050 [2:40:26<11:51,  1.82it/s]
Training 3/3 epoch (loss 0.2421):  92%|█████████▏| 14754/16050 [2:40:27<11:51,  1.82it/s]
Training 3/3 epoch (loss 0.2421):  92%|█████████▏| 14755/16050 [2:40:27<13:53,  1.55it/s]
Training 3/3 epoch (loss 0.2372):  92%|█████████▏| 14755/16050 [2:40:27<13:53,  1.55it/s]
Training 3/3 epoch (loss 0.2372):  92%|█████████▏| 14756/16050 [2:40:27<13:01,  1.65it/s]
Training 3/3 epoch (loss 0.0007):  92%|█████████▏| 14756/16050 [2:40:27<13:01,  1.65it/s]
Training 3/3 epoch (loss 0.0007):  92%|█████████▏| 14757/16050 [2:40:27<12:09,  1.77it/s]
Training 3/3 epoch (loss 0.0218):  92%|█████████▏| 14757/16050 [2:40:28<12:09,  1.77it/s]
Training 3/3 epoch (loss 0.0218):  92%|█████████▏| 14758/16050 [2:40:28<13:43,  1.57it/s]
Training 3/3 epoch (loss 0.1979):  92%|█████████▏| 14758/16050 [2:40:29<13:43,  1.57it/s]
Training 3/3 epoch (loss 0.1979):  92%|█████████▏| 14759/16050 [2:40:29<12:58,  1.66it/s]
Training 3/3 epoch (loss 0.0667):  92%|█████████▏| 14759/16050 [2:40:29<12:58,  1.66it/s]
Training 3/3 epoch (loss 0.0667):  92%|█████████▏| 14760/16050 [2:40:29<11:31,  1.87it/s]
Training 3/3 epoch (loss 0.0114):  92%|█████████▏| 14760/16050 [2:40:30<11:31,  1.87it/s]
Training 3/3 epoch (loss 0.0114):  92%|█████████▏| 14761/16050 [2:40:30<11:55,  1.80it/s]
Training 3/3 epoch (loss 0.3659):  92%|█████████▏| 14761/16050 [2:40:30<11:55,  1.80it/s]
Training 3/3 epoch (loss 0.3659):  92%|█████████▏| 14762/16050 [2:40:30<11:02,  1.94it/s]
Training 3/3 epoch (loss 0.0002):  92%|█████████▏| 14762/16050 [2:40:31<11:02,  1.94it/s]
Training 3/3 epoch (loss 0.0002):  92%|█████████▏| 14763/16050 [2:40:31<10:14,  2.09it/s]
Training 3/3 epoch (loss 0.0728):  92%|█████████▏| 14763/16050 [2:40:31<10:14,  2.09it/s]
Training 3/3 epoch (loss 0.0728):  92%|█████████▏| 14764/16050 [2:40:31<12:23,  1.73it/s]
Training 3/3 epoch (loss 0.0142):  92%|█████████▏| 14764/16050 [2:40:32<12:23,  1.73it/s]
Training 3/3 epoch (loss 0.0142):  92%|█████████▏| 14765/16050 [2:40:32<12:08,  1.76it/s]
Training 3/3 epoch (loss 0.0008):  92%|█████████▏| 14765/16050 [2:40:32<12:08,  1.76it/s]
Training 3/3 epoch (loss 0.0008):  92%|█████████▏| 14766/16050 [2:40:32<10:41,  2.00it/s]
Training 3/3 epoch (loss 0.0000):  92%|█████████▏| 14766/16050 [2:40:33<10:41,  2.00it/s]
Training 3/3 epoch (loss 0.0000):  92%|█████████▏| 14767/16050 [2:40:33<10:19,  2.07it/s]
Training 3/3 epoch (loss 0.0020):  92%|█████████▏| 14767/16050 [2:40:33<10:19,  2.07it/s]
Training 3/3 epoch (loss 0.0020):  92%|█████████▏| 14768/16050 [2:40:33<10:07,  2.11it/s]
Training 3/3 epoch (loss 0.0110):  92%|█████████▏| 14768/16050 [2:40:34<10:07,  2.11it/s]
Training 3/3 epoch (loss 0.0110):  92%|█████████▏| 14769/16050 [2:40:34<11:40,  1.83it/s]
Training 3/3 epoch (loss 0.0074):  92%|█████████▏| 14769/16050 [2:40:35<11:40,  1.83it/s]
Training 3/3 epoch (loss 0.0074):  92%|█████████▏| 14770/16050 [2:40:35<13:23,  1.59it/s]
Training 3/3 epoch (loss 0.0600):  92%|█████████▏| 14770/16050 [2:40:35<13:23,  1.59it/s]
Training 3/3 epoch (loss 0.0600):  92%|█████████▏| 14771/16050 [2:40:35<12:51,  1.66it/s]
Training 3/3 epoch (loss 0.0670):  92%|█████████▏| 14771/16050 [2:40:36<12:51,  1.66it/s]
Training 3/3 epoch (loss 0.0670):  92%|█████████▏| 14772/16050 [2:40:36<11:15,  1.89it/s]
Training 3/3 epoch (loss 0.2113):  92%|█████████▏| 14772/16050 [2:40:38<11:15,  1.89it/s]
Training 3/3 epoch (loss 0.2113):  92%|█████████▏| 14773/16050 [2:40:38<22:53,  1.08s/it]
Training 3/3 epoch (loss 0.0028):  92%|█████████▏| 14773/16050 [2:40:38<22:53,  1.08s/it]
Training 3/3 epoch (loss 0.0028):  92%|█████████▏| 14774/16050 [2:40:38<18:12,  1.17it/s]
Training 3/3 epoch (loss 0.0100):  92%|█████████▏| 14774/16050 [2:40:39<18:12,  1.17it/s]
Training 3/3 epoch (loss 0.0100):  92%|█████████▏| 14775/16050 [2:40:39<16:27,  1.29it/s]
Training 3/3 epoch (loss 0.0015):  92%|█████████▏| 14775/16050 [2:40:39<16:27,  1.29it/s]
Training 3/3 epoch (loss 0.0015):  92%|█████████▏| 14776/16050 [2:40:39<13:44,  1.55it/s]
Training 3/3 epoch (loss 0.0284):  92%|█████████▏| 14776/16050 [2:40:40<13:44,  1.55it/s]
Training 3/3 epoch (loss 0.0284):  92%|█████████▏| 14777/16050 [2:40:40<14:43,  1.44it/s]
Training 3/3 epoch (loss 0.0366):  92%|█████████▏| 14777/16050 [2:40:41<14:43,  1.44it/s]
Training 3/3 epoch (loss 0.0366):  92%|█████████▏| 14778/16050 [2:40:41<13:15,  1.60it/s]
Training 3/3 epoch (loss 0.0056):  92%|█████████▏| 14778/16050 [2:40:41<13:15,  1.60it/s]
Training 3/3 epoch (loss 0.0056):  92%|█████████▏| 14779/16050 [2:40:41<11:50,  1.79it/s]
Training 3/3 epoch (loss 0.0075):  92%|█████████▏| 14779/16050 [2:40:41<11:50,  1.79it/s]
Training 3/3 epoch (loss 0.0075):  92%|█████████▏| 14780/16050 [2:40:41<11:40,  1.81it/s]
Training 3/3 epoch (loss 0.0007):  92%|█████████▏| 14780/16050 [2:40:42<11:40,  1.81it/s]
Training 3/3 epoch (loss 0.0007):  92%|█████████▏| 14781/16050 [2:40:42<10:32,  2.01it/s]
Training 3/3 epoch (loss 0.0631):  92%|█████████▏| 14781/16050 [2:40:42<10:32,  2.01it/s]
Training 3/3 epoch (loss 0.0631):  92%|█████████▏| 14782/16050 [2:40:42<09:55,  2.13it/s]
Training 3/3 epoch (loss 0.0076):  92%|█████████▏| 14782/16050 [2:40:43<09:55,  2.13it/s]
Training 3/3 epoch (loss 0.0076):  92%|█████████▏| 14783/16050 [2:40:43<12:27,  1.69it/s]
Training 3/3 epoch (loss 0.5972):  92%|█████████▏| 14783/16050 [2:40:45<12:27,  1.69it/s]
Training 3/3 epoch (loss 0.5972):  92%|█████████▏| 14784/16050 [2:40:45<23:04,  1.09s/it]
Training 3/3 epoch (loss 0.0000):  92%|█████████▏| 14784/16050 [2:40:46<23:04,  1.09s/it]
Training 3/3 epoch (loss 0.0000):  92%|█████████▏| 14785/16050 [2:40:46<19:28,  1.08it/s]
Training 3/3 epoch (loss 0.0382):  92%|█████████▏| 14785/16050 [2:40:47<19:28,  1.08it/s]
Training 3/3 epoch (loss 0.0382):  92%|█████████▏| 14786/16050 [2:40:47<18:06,  1.16it/s]
Training 3/3 epoch (loss 0.2012):  92%|█████████▏| 14786/16050 [2:40:49<18:06,  1.16it/s]
Training 3/3 epoch (loss 0.2012):  92%|█████████▏| 14787/16050 [2:40:49<27:27,  1.30s/it]
Training 3/3 epoch (loss 0.0043):  92%|█████████▏| 14787/16050 [2:40:50<27:27,  1.30s/it]
Training 3/3 epoch (loss 0.0043):  92%|█████████▏| 14788/16050 [2:40:50<24:42,  1.17s/it]
Training 3/3 epoch (loss 0.0008):  92%|█████████▏| 14788/16050 [2:40:50<24:42,  1.17s/it]
Training 3/3 epoch (loss 0.0008):  92%|█████████▏| 14789/16050 [2:40:50<20:06,  1.05it/s]
Training 3/3 epoch (loss 0.0013):  92%|█████████▏| 14789/16050 [2:40:51<20:06,  1.05it/s]
Training 3/3 epoch (loss 0.0013):  92%|█████████▏| 14790/16050 [2:40:51<19:43,  1.06it/s]
Training 3/3 epoch (loss 0.0051):  92%|█████████▏| 14790/16050 [2:40:52<19:43,  1.06it/s]
Training 3/3 epoch (loss 0.0051):  92%|█████████▏| 14791/16050 [2:40:52<17:55,  1.17it/s]
Training 3/3 epoch (loss 0.4466):  92%|█████████▏| 14791/16050 [2:40:52<17:55,  1.17it/s]
Training 3/3 epoch (loss 0.4466):  92%|█████████▏| 14792/16050 [2:40:52<16:27,  1.27it/s]
Training 3/3 epoch (loss 0.0004):  92%|█████████▏| 14792/16050 [2:40:53<16:27,  1.27it/s]
Training 3/3 epoch (loss 0.0004):  92%|█████████▏| 14793/16050 [2:40:53<15:13,  1.38it/s]
Training 3/3 epoch (loss 0.4357):  92%|█████████▏| 14793/16050 [2:40:54<15:13,  1.38it/s]
Training 3/3 epoch (loss 0.4357):  92%|█████████▏| 14794/16050 [2:40:54<13:29,  1.55it/s]
Training 3/3 epoch (loss 0.1835):  92%|█████████▏| 14794/16050 [2:40:54<13:29,  1.55it/s]
Training 3/3 epoch (loss 0.1835):  92%|█████████▏| 14795/16050 [2:40:54<12:53,  1.62it/s]
Training 3/3 epoch (loss 0.0002):  92%|█████████▏| 14795/16050 [2:40:55<12:53,  1.62it/s]
Training 3/3 epoch (loss 0.0002):  92%|█████████▏| 14796/16050 [2:40:55<11:57,  1.75it/s]
Training 3/3 epoch (loss 0.1652):  92%|█████████▏| 14796/16050 [2:40:55<11:57,  1.75it/s]
Training 3/3 epoch (loss 0.1652):  92%|█████████▏| 14797/16050 [2:40:55<10:44,  1.94it/s]
Training 3/3 epoch (loss 0.0368):  92%|█████████▏| 14797/16050 [2:40:56<10:44,  1.94it/s]
Training 3/3 epoch (loss 0.0368):  92%|█████████▏| 14798/16050 [2:40:56<11:14,  1.86it/s]
Training 3/3 epoch (loss 0.0010):  92%|█████████▏| 14798/16050 [2:40:56<11:14,  1.86it/s]
Training 3/3 epoch (loss 0.0010):  92%|█████████▏| 14799/16050 [2:40:56<11:37,  1.79it/s]
Training 3/3 epoch (loss 0.0206):  92%|█████████▏| 14799/16050 [2:40:57<11:37,  1.79it/s]
Training 3/3 epoch (loss 0.0206):  92%|█████████▏| 14800/16050 [2:40:57<11:25,  1.82it/s]
Training 3/3 epoch (loss 0.0387):  92%|█████████▏| 14800/16050 [2:40:57<11:25,  1.82it/s]
Training 3/3 epoch (loss 0.0387):  92%|█████████▏| 14801/16050 [2:40:57<10:51,  1.92it/s]
Training 3/3 epoch (loss 0.0362):  92%|█████████▏| 14801/16050 [2:40:58<10:51,  1.92it/s]
Training 3/3 epoch (loss 0.0362):  92%|█████████▏| 14802/16050 [2:40:58<12:34,  1.65it/s]
Training 3/3 epoch (loss 0.0430):  92%|█████████▏| 14802/16050 [2:40:59<12:34,  1.65it/s]
Training 3/3 epoch (loss 0.0430):  92%|█████████▏| 14803/16050 [2:40:59<14:38,  1.42it/s]
Training 3/3 epoch (loss 0.0443):  92%|█████████▏| 14803/16050 [2:41:00<14:38,  1.42it/s]
Training 3/3 epoch (loss 0.0443):  92%|█████████▏| 14804/16050 [2:41:00<15:28,  1.34it/s]
Training 3/3 epoch (loss 0.0030):  92%|█████████▏| 14804/16050 [2:41:00<15:28,  1.34it/s]
Training 3/3 epoch (loss 0.0030):  92%|█████████▏| 14805/16050 [2:41:00<13:45,  1.51it/s]
Training 3/3 epoch (loss 0.0514):  92%|█████████▏| 14805/16050 [2:41:01<13:45,  1.51it/s]
Training 3/3 epoch (loss 0.0514):  92%|█████████▏| 14806/16050 [2:41:01<12:27,  1.66it/s]
Training 3/3 epoch (loss 0.1064):  92%|█████████▏| 14806/16050 [2:41:02<12:27,  1.66it/s]
Training 3/3 epoch (loss 0.1064):  92%|█████████▏| 14807/16050 [2:41:02<17:17,  1.20it/s]
Training 3/3 epoch (loss 0.1590):  92%|█████████▏| 14807/16050 [2:41:03<17:17,  1.20it/s]
Training 3/3 epoch (loss 0.1590):  92%|█████████▏| 14808/16050 [2:41:03<18:14,  1.13it/s]
Training 3/3 epoch (loss 0.0004):  92%|█████████▏| 14808/16050 [2:41:03<18:14,  1.13it/s]
Training 3/3 epoch (loss 0.0004):  92%|█████████▏| 14809/16050 [2:41:03<15:03,  1.37it/s]
Training 3/3 epoch (loss 0.0191):  92%|█████████▏| 14809/16050 [2:41:04<15:03,  1.37it/s]
Training 3/3 epoch (loss 0.0191):  92%|█████████▏| 14810/16050 [2:41:04<13:49,  1.49it/s]
Training 3/3 epoch (loss 0.0839):  92%|█████████▏| 14810/16050 [2:41:04<13:49,  1.49it/s]
Training 3/3 epoch (loss 0.0839):  92%|█████████▏| 14811/16050 [2:41:04<13:05,  1.58it/s]
Training 3/3 epoch (loss 0.0768):  92%|█████████▏| 14811/16050 [2:41:05<13:05,  1.58it/s]
Training 3/3 epoch (loss 0.0768):  92%|█████████▏| 14812/16050 [2:41:05<14:16,  1.45it/s]
Training 3/3 epoch (loss 0.0005):  92%|█████████▏| 14812/16050 [2:41:06<14:16,  1.45it/s]
Training 3/3 epoch (loss 0.0005):  92%|█████████▏| 14813/16050 [2:41:06<14:09,  1.46it/s]
Training 3/3 epoch (loss 0.1510):  92%|█████████▏| 14813/16050 [2:41:06<14:09,  1.46it/s]
Training 3/3 epoch (loss 0.1510):  92%|█████████▏| 14814/16050 [2:41:06<12:49,  1.61it/s]
Training 3/3 epoch (loss 0.0460):  92%|█████████▏| 14814/16050 [2:41:07<12:49,  1.61it/s]
Training 3/3 epoch (loss 0.0460):  92%|█████████▏| 14815/16050 [2:41:07<13:41,  1.50it/s]
Training 3/3 epoch (loss 0.3316):  92%|█████████▏| 14815/16050 [2:41:08<13:41,  1.50it/s]
Training 3/3 epoch (loss 0.3316):  92%|█████████▏| 14816/16050 [2:41:08<12:08,  1.69it/s]
Training 3/3 epoch (loss 0.2256):  92%|█████████▏| 14816/16050 [2:41:08<12:08,  1.69it/s]
Training 3/3 epoch (loss 0.2256):  92%|█████████▏| 14817/16050 [2:41:08<11:17,  1.82it/s]
Training 3/3 epoch (loss 0.0898):  92%|█████████▏| 14817/16050 [2:41:09<11:17,  1.82it/s]
Training 3/3 epoch (loss 0.0898):  92%|█████████▏| 14818/16050 [2:41:09<11:11,  1.83it/s]
Training 3/3 epoch (loss 0.0004):  92%|█████████▏| 14818/16050 [2:41:09<11:11,  1.83it/s]
Training 3/3 epoch (loss 0.0004):  92%|█████████▏| 14819/16050 [2:41:09<10:14,  2.00it/s]
Training 3/3 epoch (loss 0.6570):  92%|█████████▏| 14819/16050 [2:41:11<10:14,  2.00it/s]
Training 3/3 epoch (loss 0.6570):  92%|█████████▏| 14820/16050 [2:41:11<20:54,  1.02s/it]
Training 3/3 epoch (loss 0.0227):  92%|█████████▏| 14820/16050 [2:41:12<20:54,  1.02s/it]
Training 3/3 epoch (loss 0.0227):  92%|█████████▏| 14821/16050 [2:41:12<22:38,  1.11s/it]
Training 3/3 epoch (loss 0.0891):  92%|█████████▏| 14821/16050 [2:41:13<22:38,  1.11s/it]
Training 3/3 epoch (loss 0.0891):  92%|█████████▏| 14822/16050 [2:41:13<18:43,  1.09it/s]
Training 3/3 epoch (loss 0.0265):  92%|█████████▏| 14822/16050 [2:41:14<18:43,  1.09it/s]
Training 3/3 epoch (loss 0.0265):  92%|█████████▏| 14823/16050 [2:41:14<16:40,  1.23it/s]
Training 3/3 epoch (loss 0.0001):  92%|█████████▏| 14823/16050 [2:41:14<16:40,  1.23it/s]
Training 3/3 epoch (loss 0.0001):  92%|█████████▏| 14824/16050 [2:41:14<15:22,  1.33it/s]
Training 3/3 epoch (loss 0.3163):  92%|█████████▏| 14824/16050 [2:41:16<15:22,  1.33it/s]
Training 3/3 epoch (loss 0.3163):  92%|█████████▏| 14825/16050 [2:41:16<25:06,  1.23s/it]
Training 3/3 epoch (loss 0.0076):  92%|█████████▏| 14825/16050 [2:41:17<25:06,  1.23s/it]
Training 3/3 epoch (loss 0.0076):  92%|█████████▏| 14826/16050 [2:41:17<20:56,  1.03s/it]
Training 3/3 epoch (loss 0.0185):  92%|█████████▏| 14826/16050 [2:41:18<20:56,  1.03s/it]
Training 3/3 epoch (loss 0.0185):  92%|█████████▏| 14827/16050 [2:41:18<19:02,  1.07it/s]
Training 3/3 epoch (loss 0.0173):  92%|█████████▏| 14827/16050 [2:41:18<19:02,  1.07it/s]
Training 3/3 epoch (loss 0.0173):  92%|█████████▏| 14828/16050 [2:41:18<16:49,  1.21it/s]
Training 3/3 epoch (loss 0.0009):  92%|█████████▏| 14828/16050 [2:41:19<16:49,  1.21it/s]
Training 3/3 epoch (loss 0.0009):  92%|█████████▏| 14829/16050 [2:41:19<14:35,  1.39it/s]
Training 3/3 epoch (loss 0.0153):  92%|█████████▏| 14829/16050 [2:41:19<14:35,  1.39it/s]
Training 3/3 epoch (loss 0.0153):  92%|█████████▏| 14830/16050 [2:41:19<13:07,  1.55it/s]
Training 3/3 epoch (loss 0.0061):  92%|█████████▏| 14830/16050 [2:41:20<13:07,  1.55it/s]
Training 3/3 epoch (loss 0.0061):  92%|█████████▏| 14831/16050 [2:41:20<11:55,  1.70it/s]
Training 3/3 epoch (loss 0.0032):  92%|█████████▏| 14831/16050 [2:41:20<11:55,  1.70it/s]
Training 3/3 epoch (loss 0.0032):  92%|█████████▏| 14832/16050 [2:41:20<11:42,  1.73it/s]
Training 3/3 epoch (loss 0.0000):  92%|█████████▏| 14832/16050 [2:41:21<11:42,  1.73it/s]
Training 3/3 epoch (loss 0.0000):  92%|█████████▏| 14833/16050 [2:41:21<11:12,  1.81it/s]
Training 3/3 epoch (loss 0.0035):  92%|█████████▏| 14833/16050 [2:41:21<11:12,  1.81it/s]
Training 3/3 epoch (loss 0.0035):  92%|█████████▏| 14834/16050 [2:41:21<10:39,  1.90it/s]
Training 3/3 epoch (loss 0.0061):  92%|█████████▏| 14834/16050 [2:41:22<10:39,  1.90it/s]
Training 3/3 epoch (loss 0.0061):  92%|█████████▏| 14835/16050 [2:41:22<09:57,  2.03it/s]
Training 3/3 epoch (loss 0.0014):  92%|█████████▏| 14835/16050 [2:41:22<09:57,  2.03it/s]
Training 3/3 epoch (loss 0.0014):  92%|█████████▏| 14836/16050 [2:41:22<09:37,  2.10it/s]
Training 3/3 epoch (loss 0.0029):  92%|█████████▏| 14836/16050 [2:41:23<09:37,  2.10it/s]
Training 3/3 epoch (loss 0.0029):  92%|█████████▏| 14837/16050 [2:41:23<09:26,  2.14it/s]
Training 3/3 epoch (loss 0.0023):  92%|█████████▏| 14837/16050 [2:41:23<09:26,  2.14it/s]
Training 3/3 epoch (loss 0.0023):  92%|█████████▏| 14838/16050 [2:41:23<09:43,  2.08it/s]
Training 3/3 epoch (loss 0.3235):  92%|█████████▏| 14838/16050 [2:41:24<09:43,  2.08it/s]
Training 3/3 epoch (loss 0.3235):  92%|█████████▏| 14839/16050 [2:41:24<09:58,  2.02it/s]
Training 3/3 epoch (loss 0.3031):  92%|█████████▏| 14839/16050 [2:41:24<09:58,  2.02it/s]
Training 3/3 epoch (loss 0.3031):  92%|█████████▏| 14840/16050 [2:41:24<09:22,  2.15it/s]
Training 3/3 epoch (loss 0.8511):  92%|█████████▏| 14840/16050 [2:41:24<09:22,  2.15it/s]
Training 3/3 epoch (loss 0.8511):  92%|█████████▏| 14841/16050 [2:41:24<08:45,  2.30it/s]
Training 3/3 epoch (loss 0.0002):  92%|█████████▏| 14841/16050 [2:41:25<08:45,  2.30it/s]
Training 3/3 epoch (loss 0.0002):  92%|█████████▏| 14842/16050 [2:41:25<09:10,  2.19it/s]
Training 3/3 epoch (loss 0.0030):  92%|█████████▏| 14842/16050 [2:41:25<09:10,  2.19it/s]
Training 3/3 epoch (loss 0.0030):  92%|█████████▏| 14843/16050 [2:41:25<08:51,  2.27it/s]
Training 3/3 epoch (loss 0.4442):  92%|█████████▏| 14843/16050 [2:41:26<08:51,  2.27it/s]
Training 3/3 epoch (loss 0.4442):  92%|█████████▏| 14844/16050 [2:41:26<09:48,  2.05it/s]
Training 3/3 epoch (loss 0.0001):  92%|█████████▏| 14844/16050 [2:41:26<09:48,  2.05it/s]
Training 3/3 epoch (loss 0.0001):  92%|█████████▏| 14845/16050 [2:41:26<10:01,  2.00it/s]
Training 3/3 epoch (loss 0.0001):  92%|█████████▏| 14845/16050 [2:41:27<10:01,  2.00it/s]
Training 3/3 epoch (loss 0.0001):  92%|█████████▏| 14846/16050 [2:41:27<09:37,  2.09it/s]
Training 3/3 epoch (loss 0.0007):  92%|█████████▏| 14846/16050 [2:41:28<09:37,  2.09it/s]
Training 3/3 epoch (loss 0.0007):  93%|█████████▎| 14847/16050 [2:41:28<12:41,  1.58it/s]
Training 3/3 epoch (loss 0.3117):  93%|█████████▎| 14847/16050 [2:41:28<12:41,  1.58it/s]
Training 3/3 epoch (loss 0.3117):  93%|█████████▎| 14848/16050 [2:41:28<12:53,  1.55it/s]
Training 3/3 epoch (loss 0.2419):  93%|█████████▎| 14848/16050 [2:41:29<12:53,  1.55it/s]
Training 3/3 epoch (loss 0.2419):  93%|█████████▎| 14849/16050 [2:41:29<12:47,  1.57it/s]
Training 3/3 epoch (loss 0.3772):  93%|█████████▎| 14849/16050 [2:41:30<12:47,  1.57it/s]
Training 3/3 epoch (loss 0.3772):  93%|█████████▎| 14850/16050 [2:41:30<13:49,  1.45it/s]
Training 3/3 epoch (loss 0.0002):  93%|█████████▎| 14850/16050 [2:41:30<13:49,  1.45it/s]
Training 3/3 epoch (loss 0.0002):  93%|█████████▎| 14851/16050 [2:41:30<11:55,  1.68it/s]
Training 3/3 epoch (loss 0.0001):  93%|█████████▎| 14851/16050 [2:41:31<11:55,  1.68it/s]
Training 3/3 epoch (loss 0.0001):  93%|█████████▎| 14852/16050 [2:41:31<13:18,  1.50it/s]
Training 3/3 epoch (loss 0.4193):  93%|█████████▎| 14852/16050 [2:41:32<13:18,  1.50it/s]
Training 3/3 epoch (loss 0.4193):  93%|█████████▎| 14853/16050 [2:41:32<13:17,  1.50it/s]
Training 3/3 epoch (loss 0.0009):  93%|█████████▎| 14853/16050 [2:41:32<13:17,  1.50it/s]
Training 3/3 epoch (loss 0.0009):  93%|█████████▎| 14854/16050 [2:41:32<12:25,  1.60it/s]
Training 3/3 epoch (loss 0.2954):  93%|█████████▎| 14854/16050 [2:41:35<12:25,  1.60it/s]
Training 3/3 epoch (loss 0.2954):  93%|█████████▎| 14855/16050 [2:41:35<22:37,  1.14s/it]
Training 3/3 epoch (loss 0.0100):  93%|█████████▎| 14855/16050 [2:41:35<22:37,  1.14s/it]
Training 3/3 epoch (loss 0.0100):  93%|█████████▎| 14856/16050 [2:41:35<18:40,  1.07it/s]
Training 3/3 epoch (loss 0.3040):  93%|█████████▎| 14856/16050 [2:41:36<18:40,  1.07it/s]
Training 3/3 epoch (loss 0.3040):  93%|█████████▎| 14857/16050 [2:41:36<16:44,  1.19it/s]
Training 3/3 epoch (loss 0.0363):  93%|█████████▎| 14857/16050 [2:41:36<16:44,  1.19it/s]
Training 3/3 epoch (loss 0.0363):  93%|█████████▎| 14858/16050 [2:41:36<14:51,  1.34it/s]
Training 3/3 epoch (loss 0.0070):  93%|█████████▎| 14858/16050 [2:41:37<14:51,  1.34it/s]
Training 3/3 epoch (loss 0.0070):  93%|█████████▎| 14859/16050 [2:41:37<13:54,  1.43it/s]
Training 3/3 epoch (loss 0.0005):  93%|█████████▎| 14859/16050 [2:41:37<13:54,  1.43it/s]
Training 3/3 epoch (loss 0.0005):  93%|█████████▎| 14860/16050 [2:41:37<11:55,  1.66it/s]
Training 3/3 epoch (loss 0.5106):  93%|█████████▎| 14860/16050 [2:41:38<11:55,  1.66it/s]
Training 3/3 epoch (loss 0.5106):  93%|█████████▎| 14861/16050 [2:41:38<11:27,  1.73it/s]
Training 3/3 epoch (loss 0.4084):  93%|█████████▎| 14861/16050 [2:41:38<11:27,  1.73it/s]
Training 3/3 epoch (loss 0.4084):  93%|█████████▎| 14862/16050 [2:41:38<09:55,  1.99it/s]
Training 3/3 epoch (loss 0.0015):  93%|█████████▎| 14862/16050 [2:41:39<09:55,  1.99it/s]
Training 3/3 epoch (loss 0.0015):  93%|█████████▎| 14863/16050 [2:41:39<09:42,  2.04it/s]
Training 3/3 epoch (loss 0.2723):  93%|█████████▎| 14863/16050 [2:41:41<09:42,  2.04it/s]
Training 3/3 epoch (loss 0.2723):  93%|█████████▎| 14864/16050 [2:41:41<20:43,  1.05s/it]
Training 3/3 epoch (loss 0.0003):  93%|█████████▎| 14864/16050 [2:41:41<20:43,  1.05s/it]
Training 3/3 epoch (loss 0.0003):  93%|█████████▎| 14865/16050 [2:41:41<17:41,  1.12it/s]
Training 3/3 epoch (loss 0.2874):  93%|█████████▎| 14865/16050 [2:41:42<17:41,  1.12it/s]
Training 3/3 epoch (loss 0.2874):  93%|█████████▎| 14866/16050 [2:41:42<15:41,  1.26it/s]
Training 3/3 epoch (loss 0.0156):  93%|█████████▎| 14866/16050 [2:41:43<15:41,  1.26it/s]
Training 3/3 epoch (loss 0.0156):  93%|█████████▎| 14867/16050 [2:41:43<16:57,  1.16it/s]
Training 3/3 epoch (loss 0.0082):  93%|█████████▎| 14867/16050 [2:41:44<16:57,  1.16it/s]
Training 3/3 epoch (loss 0.0082):  93%|█████████▎| 14868/16050 [2:41:44<15:29,  1.27it/s]
Training 3/3 epoch (loss 0.0002):  93%|█████████▎| 14868/16050 [2:41:44<15:29,  1.27it/s]
Training 3/3 epoch (loss 0.0002):  93%|█████████▎| 14869/16050 [2:41:44<13:09,  1.50it/s]
Training 3/3 epoch (loss 0.0015):  93%|█████████▎| 14869/16050 [2:41:45<13:09,  1.50it/s]
Training 3/3 epoch (loss 0.0015):  93%|█████████▎| 14870/16050 [2:41:45<14:00,  1.40it/s]
Training 3/3 epoch (loss 0.4377):  93%|█████████▎| 14870/16050 [2:41:45<14:00,  1.40it/s]
Training 3/3 epoch (loss 0.4377):  93%|█████████▎| 14871/16050 [2:41:45<12:41,  1.55it/s]
Training 3/3 epoch (loss 0.2247):  93%|█████████▎| 14871/16050 [2:41:46<12:41,  1.55it/s]
Training 3/3 epoch (loss 0.2247):  93%|█████████▎| 14872/16050 [2:41:46<11:26,  1.72it/s]
Training 3/3 epoch (loss 0.0049):  93%|█████████▎| 14872/16050 [2:41:46<11:26,  1.72it/s]
Training 3/3 epoch (loss 0.0049):  93%|█████████▎| 14873/16050 [2:41:46<11:33,  1.70it/s]
Training 3/3 epoch (loss 0.0030):  93%|█████████▎| 14873/16050 [2:41:47<11:33,  1.70it/s]
Training 3/3 epoch (loss 0.0030):  93%|█████████▎| 14874/16050 [2:41:47<10:21,  1.89it/s]
Training 3/3 epoch (loss 0.0176):  93%|█████████▎| 14874/16050 [2:41:47<10:21,  1.89it/s]
Training 3/3 epoch (loss 0.0176):  93%|█████████▎| 14875/16050 [2:41:47<11:01,  1.78it/s]
Training 3/3 epoch (loss 0.1543):  93%|█████████▎| 14875/16050 [2:41:48<11:01,  1.78it/s]
Training 3/3 epoch (loss 0.1543):  93%|█████████▎| 14876/16050 [2:41:48<10:23,  1.88it/s]
Training 3/3 epoch (loss 0.0460):  93%|█████████▎| 14876/16050 [2:41:48<10:23,  1.88it/s]
Training 3/3 epoch (loss 0.0460):  93%|█████████▎| 14877/16050 [2:41:48<10:20,  1.89it/s]
Training 3/3 epoch (loss 0.0122):  93%|█████████▎| 14877/16050 [2:41:49<10:20,  1.89it/s]
Training 3/3 epoch (loss 0.0122):  93%|█████████▎| 14878/16050 [2:41:49<09:21,  2.09it/s]
Training 3/3 epoch (loss 0.0244):  93%|█████████▎| 14878/16050 [2:41:49<09:21,  2.09it/s]
Training 3/3 epoch (loss 0.0244):  93%|█████████▎| 14879/16050 [2:41:49<10:23,  1.88it/s]
Training 3/3 epoch (loss 0.0000):  93%|█████████▎| 14879/16050 [2:41:50<10:23,  1.88it/s]
Training 3/3 epoch (loss 0.0000):  93%|█████████▎| 14880/16050 [2:41:50<11:01,  1.77it/s]
Training 3/3 epoch (loss 0.0426):  93%|█████████▎| 14880/16050 [2:41:51<11:01,  1.77it/s]
Training 3/3 epoch (loss 0.0426):  93%|█████████▎| 14881/16050 [2:41:51<11:22,  1.71it/s]
Training 3/3 epoch (loss 0.4957):  93%|█████████▎| 14881/16050 [2:41:51<11:22,  1.71it/s]
Training 3/3 epoch (loss 0.4957):  93%|█████████▎| 14882/16050 [2:41:51<10:57,  1.78it/s]
Training 3/3 epoch (loss 0.0038):  93%|█████████▎| 14882/16050 [2:41:52<10:57,  1.78it/s]
Training 3/3 epoch (loss 0.0038):  93%|█████████▎| 14883/16050 [2:41:52<11:09,  1.74it/s]
Training 3/3 epoch (loss 0.0004):  93%|█████████▎| 14883/16050 [2:41:52<11:09,  1.74it/s]
Training 3/3 epoch (loss 0.0004):  93%|█████████▎| 14884/16050 [2:41:52<10:26,  1.86it/s]
Training 3/3 epoch (loss 0.0509):  93%|█████████▎| 14884/16050 [2:41:53<10:26,  1.86it/s]
Training 3/3 epoch (loss 0.0509):  93%|█████████▎| 14885/16050 [2:41:53<09:41,  2.00it/s]
Training 3/3 epoch (loss 0.0027):  93%|█████████▎| 14885/16050 [2:41:53<09:41,  2.00it/s]
Training 3/3 epoch (loss 0.0027):  93%|█████████▎| 14886/16050 [2:41:53<09:13,  2.10it/s]
Training 3/3 epoch (loss 0.4578):  93%|█████████▎| 14886/16050 [2:41:54<09:13,  2.10it/s]
Training 3/3 epoch (loss 0.4578):  93%|█████████▎| 14887/16050 [2:41:54<09:10,  2.11it/s]
Training 3/3 epoch (loss 0.0006):  93%|█████████▎| 14887/16050 [2:41:54<09:10,  2.11it/s]
Training 3/3 epoch (loss 0.0006):  93%|█████████▎| 14888/16050 [2:41:54<08:25,  2.30it/s]
Training 3/3 epoch (loss 0.0028):  93%|█████████▎| 14888/16050 [2:41:54<08:25,  2.30it/s]
Training 3/3 epoch (loss 0.0028):  93%|█████████▎| 14889/16050 [2:41:54<09:04,  2.13it/s]
Training 3/3 epoch (loss 0.0029):  93%|█████████▎| 14889/16050 [2:41:55<09:04,  2.13it/s]
Training 3/3 epoch (loss 0.0029):  93%|█████████▎| 14890/16050 [2:41:55<10:44,  1.80it/s]
Training 3/3 epoch (loss 0.0518):  93%|█████████▎| 14890/16050 [2:41:56<10:44,  1.80it/s]
Training 3/3 epoch (loss 0.0518):  93%|█████████▎| 14891/16050 [2:41:56<11:04,  1.75it/s]
Training 3/3 epoch (loss 0.0043):  93%|█████████▎| 14891/16050 [2:41:56<11:04,  1.75it/s]
Training 3/3 epoch (loss 0.0043):  93%|█████████▎| 14892/16050 [2:41:56<10:39,  1.81it/s]
Training 3/3 epoch (loss 0.0023):  93%|█████████▎| 14892/16050 [2:41:57<10:39,  1.81it/s]
Training 3/3 epoch (loss 0.0023):  93%|█████████▎| 14893/16050 [2:41:57<09:29,  2.03it/s]
Training 3/3 epoch (loss 0.0005):  93%|█████████▎| 14893/16050 [2:41:57<09:29,  2.03it/s]
Training 3/3 epoch (loss 0.0005):  93%|█████████▎| 14894/16050 [2:41:57<10:13,  1.88it/s]
Training 3/3 epoch (loss 0.0016):  93%|█████████▎| 14894/16050 [2:41:58<10:13,  1.88it/s]
Training 3/3 epoch (loss 0.0016):  93%|█████████▎| 14895/16050 [2:41:58<10:13,  1.88it/s]
Training 3/3 epoch (loss 0.4091):  93%|█████████▎| 14895/16050 [2:41:58<10:13,  1.88it/s]
Training 3/3 epoch (loss 0.4091):  93%|█████████▎| 14896/16050 [2:41:58<09:50,  1.95it/s]
Training 3/3 epoch (loss 0.0002):  93%|█████████▎| 14896/16050 [2:41:59<09:50,  1.95it/s]
Training 3/3 epoch (loss 0.0002):  93%|█████████▎| 14897/16050 [2:41:59<09:32,  2.01it/s]
Training 3/3 epoch (loss 0.0139):  93%|█████████▎| 14897/16050 [2:42:00<09:32,  2.01it/s]
Training 3/3 epoch (loss 0.0139):  93%|█████████▎| 14898/16050 [2:42:00<11:19,  1.69it/s]
Training 3/3 epoch (loss 0.1174):  93%|█████████▎| 14898/16050 [2:42:00<11:19,  1.69it/s]
Training 3/3 epoch (loss 0.1174):  93%|█████████▎| 14899/16050 [2:42:00<10:07,  1.90it/s]
Training 3/3 epoch (loss 0.4503):  93%|█████████▎| 14899/16050 [2:42:01<10:07,  1.90it/s]
Training 3/3 epoch (loss 0.4503):  93%|█████████▎| 14900/16050 [2:42:01<10:47,  1.78it/s]
Training 3/3 epoch (loss 0.2556):  93%|█████████▎| 14900/16050 [2:42:01<10:47,  1.78it/s]
Training 3/3 epoch (loss 0.2556):  93%|█████████▎| 14901/16050 [2:42:01<09:45,  1.96it/s]
Training 3/3 epoch (loss 0.0177):  93%|█████████▎| 14901/16050 [2:42:02<09:45,  1.96it/s]
Training 3/3 epoch (loss 0.0177):  93%|█████████▎| 14902/16050 [2:42:02<10:19,  1.85it/s]
Training 3/3 epoch (loss 0.0078):  93%|█████████▎| 14902/16050 [2:42:02<10:19,  1.85it/s]
Training 3/3 epoch (loss 0.0078):  93%|█████████▎| 14903/16050 [2:42:02<10:43,  1.78it/s]
Training 3/3 epoch (loss 0.0003):  93%|█████████▎| 14903/16050 [2:42:03<10:43,  1.78it/s]
Training 3/3 epoch (loss 0.0003):  93%|█████████▎| 14904/16050 [2:42:03<10:34,  1.81it/s]
Training 3/3 epoch (loss 0.0347):  93%|█████████▎| 14904/16050 [2:42:03<10:34,  1.81it/s]
Training 3/3 epoch (loss 0.0347):  93%|█████████▎| 14905/16050 [2:42:03<09:22,  2.04it/s]
Training 3/3 epoch (loss 0.0508):  93%|█████████▎| 14905/16050 [2:42:04<09:22,  2.04it/s]
Training 3/3 epoch (loss 0.0508):  93%|█████████▎| 14906/16050 [2:42:04<10:18,  1.85it/s]
Training 3/3 epoch (loss 0.2017):  93%|█████████▎| 14906/16050 [2:42:04<10:18,  1.85it/s]
Training 3/3 epoch (loss 0.2017):  93%|█████████▎| 14907/16050 [2:42:04<10:42,  1.78it/s]
Training 3/3 epoch (loss 0.5066):  93%|█████████▎| 14907/16050 [2:42:05<10:42,  1.78it/s]
Training 3/3 epoch (loss 0.5066):  93%|█████████▎| 14908/16050 [2:42:05<09:35,  1.98it/s]
Training 3/3 epoch (loss 0.0642):  93%|█████████▎| 14908/16050 [2:42:05<09:35,  1.98it/s]
Training 3/3 epoch (loss 0.0642):  93%|█████████▎| 14909/16050 [2:42:05<10:44,  1.77it/s]
Training 3/3 epoch (loss 0.0000):  93%|█████████▎| 14909/16050 [2:42:06<10:44,  1.77it/s]
Training 3/3 epoch (loss 0.0000):  93%|█████████▎| 14910/16050 [2:42:06<10:48,  1.76it/s]
Training 3/3 epoch (loss 0.0069):  93%|█████████▎| 14910/16050 [2:42:06<10:48,  1.76it/s]
Training 3/3 epoch (loss 0.0069):  93%|█████████▎| 14911/16050 [2:42:06<10:07,  1.87it/s]
Training 3/3 epoch (loss 0.0147):  93%|█████████▎| 14911/16050 [2:42:07<10:07,  1.87it/s]
Training 3/3 epoch (loss 0.0147):  93%|█████████▎| 14912/16050 [2:42:07<09:29,  2.00it/s]
Training 3/3 epoch (loss 0.0000):  93%|█████████▎| 14912/16050 [2:42:07<09:29,  2.00it/s]
Training 3/3 epoch (loss 0.0000):  93%|█████████▎| 14913/16050 [2:42:07<10:08,  1.87it/s]
Training 3/3 epoch (loss 0.4078):  93%|█████████▎| 14913/16050 [2:42:08<10:08,  1.87it/s]
Training 3/3 epoch (loss 0.4078):  93%|█████████▎| 14914/16050 [2:42:08<09:03,  2.09it/s]
Training 3/3 epoch (loss 0.0097):  93%|█████████▎| 14914/16050 [2:42:08<09:03,  2.09it/s]
Training 3/3 epoch (loss 0.0097):  93%|█████████▎| 14915/16050 [2:42:08<10:12,  1.85it/s]
Training 3/3 epoch (loss 0.0213):  93%|█████████▎| 14915/16050 [2:42:09<10:12,  1.85it/s]
Training 3/3 epoch (loss 0.0213):  93%|█████████▎| 14916/16050 [2:42:09<11:00,  1.72it/s]
Training 3/3 epoch (loss 0.3109):  93%|█████████▎| 14916/16050 [2:42:12<11:00,  1.72it/s]
Training 3/3 epoch (loss 0.3109):  93%|█████████▎| 14917/16050 [2:42:12<21:00,  1.11s/it]
Training 3/3 epoch (loss 0.2547):  93%|█████████▎| 14917/16050 [2:42:12<21:00,  1.11s/it]
Training 3/3 epoch (loss 0.2547):  93%|█████████▎| 14918/16050 [2:42:12<19:23,  1.03s/it]
Training 3/3 epoch (loss 0.0039):  93%|█████████▎| 14918/16050 [2:42:13<19:23,  1.03s/it]
Training 3/3 epoch (loss 0.0039):  93%|█████████▎| 14919/16050 [2:42:13<16:20,  1.15it/s]
Training 3/3 epoch (loss 0.0168):  93%|█████████▎| 14919/16050 [2:42:13<16:20,  1.15it/s]
Training 3/3 epoch (loss 0.0168):  93%|█████████▎| 14920/16050 [2:42:13<13:46,  1.37it/s]
Training 3/3 epoch (loss 0.0002):  93%|█████████▎| 14920/16050 [2:42:14<13:46,  1.37it/s]
Training 3/3 epoch (loss 0.0002):  93%|█████████▎| 14921/16050 [2:42:14<13:19,  1.41it/s]
Training 3/3 epoch (loss 0.0007):  93%|█████████▎| 14921/16050 [2:42:15<13:19,  1.41it/s]
Training 3/3 epoch (loss 0.0007):  93%|█████████▎| 14922/16050 [2:42:15<13:31,  1.39it/s]
Training 3/3 epoch (loss 0.0298):  93%|█████████▎| 14922/16050 [2:42:15<13:31,  1.39it/s]
Training 3/3 epoch (loss 0.0298):  93%|█████████▎| 14923/16050 [2:42:15<12:58,  1.45it/s]
Training 3/3 epoch (loss 0.2581):  93%|█████████▎| 14923/16050 [2:42:16<12:58,  1.45it/s]
Training 3/3 epoch (loss 0.2581):  93%|█████████▎| 14924/16050 [2:42:16<11:03,  1.70it/s]
Training 3/3 epoch (loss 0.0110):  93%|█████████▎| 14924/16050 [2:42:16<11:03,  1.70it/s]
Training 3/3 epoch (loss 0.0110):  93%|█████████▎| 14925/16050 [2:42:16<10:20,  1.81it/s]
Training 3/3 epoch (loss 0.0055):  93%|█████████▎| 14925/16050 [2:42:17<10:20,  1.81it/s]
Training 3/3 epoch (loss 0.0055):  93%|█████████▎| 14926/16050 [2:42:17<10:40,  1.75it/s]
Training 3/3 epoch (loss 0.1472):  93%|█████████▎| 14926/16050 [2:42:17<10:40,  1.75it/s]
Training 3/3 epoch (loss 0.1472):  93%|█████████▎| 14927/16050 [2:42:17<10:45,  1.74it/s]
Training 3/3 epoch (loss 0.2101):  93%|█████████▎| 14927/16050 [2:42:18<10:45,  1.74it/s]
Training 3/3 epoch (loss 0.2101):  93%|█████████▎| 14928/16050 [2:42:18<10:14,  1.83it/s]
Training 3/3 epoch (loss 0.5026):  93%|█████████▎| 14928/16050 [2:42:18<10:14,  1.83it/s]
Training 3/3 epoch (loss 0.5026):  93%|█████████▎| 14929/16050 [2:42:18<10:36,  1.76it/s]
Training 3/3 epoch (loss 0.0254):  93%|█████████▎| 14929/16050 [2:42:19<10:36,  1.76it/s]
Training 3/3 epoch (loss 0.0254):  93%|█████████▎| 14930/16050 [2:42:19<11:39,  1.60it/s]
Training 3/3 epoch (loss 0.2821):  93%|█████████▎| 14930/16050 [2:42:20<11:39,  1.60it/s]
Training 3/3 epoch (loss 0.2821):  93%|█████████▎| 14931/16050 [2:42:20<11:10,  1.67it/s]
Training 3/3 epoch (loss 0.4294):  93%|█████████▎| 14931/16050 [2:42:20<11:10,  1.67it/s]
Training 3/3 epoch (loss 0.4294):  93%|█████████▎| 14932/16050 [2:42:20<10:19,  1.81it/s]
Training 3/3 epoch (loss 0.0013):  93%|█████████▎| 14932/16050 [2:42:21<10:19,  1.81it/s]
Training 3/3 epoch (loss 0.0013):  93%|█████████▎| 14933/16050 [2:42:21<11:01,  1.69it/s]
Training 3/3 epoch (loss 0.0403):  93%|█████████▎| 14933/16050 [2:42:22<11:01,  1.69it/s]
Training 3/3 epoch (loss 0.0403):  93%|█████████▎| 14934/16050 [2:42:22<12:22,  1.50it/s]
Training 3/3 epoch (loss 0.5807):  93%|█████████▎| 14934/16050 [2:42:22<12:22,  1.50it/s]
Training 3/3 epoch (loss 0.5807):  93%|█████████▎| 14935/16050 [2:42:22<11:43,  1.58it/s]
Training 3/3 epoch (loss 0.2512):  93%|█████████▎| 14935/16050 [2:42:23<11:43,  1.58it/s]
Training 3/3 epoch (loss 0.2512):  93%|█████████▎| 14936/16050 [2:42:23<09:55,  1.87it/s]
Training 3/3 epoch (loss 0.0180):  93%|█████████▎| 14936/16050 [2:42:23<09:55,  1.87it/s]
Training 3/3 epoch (loss 0.0180):  93%|█████████▎| 14937/16050 [2:42:23<10:24,  1.78it/s]
Training 3/3 epoch (loss 0.0106):  93%|█████████▎| 14937/16050 [2:42:24<10:24,  1.78it/s]
Training 3/3 epoch (loss 0.0106):  93%|█████████▎| 14938/16050 [2:42:24<10:12,  1.81it/s]
Training 3/3 epoch (loss 0.3899):  93%|█████████▎| 14938/16050 [2:42:24<10:12,  1.81it/s]
Training 3/3 epoch (loss 0.3899):  93%|█████████▎| 14939/16050 [2:42:24<09:20,  1.98it/s]
Training 3/3 epoch (loss 0.0012):  93%|█████████▎| 14939/16050 [2:42:24<09:20,  1.98it/s]
Training 3/3 epoch (loss 0.0012):  93%|█████████▎| 14940/16050 [2:42:24<08:26,  2.19it/s]
Training 3/3 epoch (loss 0.0001):  93%|█████████▎| 14940/16050 [2:42:25<08:26,  2.19it/s]
Training 3/3 epoch (loss 0.0001):  93%|█████████▎| 14941/16050 [2:42:25<07:55,  2.33it/s]
Training 3/3 epoch (loss 0.1885):  93%|█████████▎| 14941/16050 [2:42:25<07:55,  2.33it/s]
Training 3/3 epoch (loss 0.1885):  93%|█████████▎| 14942/16050 [2:42:25<09:10,  2.01it/s]
Training 3/3 epoch (loss 0.0123):  93%|█████████▎| 14942/16050 [2:42:26<09:10,  2.01it/s]
Training 3/3 epoch (loss 0.0123):  93%|█████████▎| 14943/16050 [2:42:26<09:10,  2.01it/s]
Training 3/3 epoch (loss 0.0098):  93%|█████████▎| 14943/16050 [2:42:27<09:10,  2.01it/s]
Training 3/3 epoch (loss 0.0098):  93%|█████████▎| 14944/16050 [2:42:27<09:57,  1.85it/s]
Training 3/3 epoch (loss 0.0065):  93%|█████████▎| 14944/16050 [2:42:27<09:57,  1.85it/s]
Training 3/3 epoch (loss 0.0065):  93%|█████████▎| 14945/16050 [2:42:27<09:18,  1.98it/s]
Training 3/3 epoch (loss 0.0613):  93%|█████████▎| 14945/16050 [2:42:28<09:18,  1.98it/s]
Training 3/3 epoch (loss 0.0613):  93%|█████████▎| 14946/16050 [2:42:28<10:13,  1.80it/s]
Training 3/3 epoch (loss 0.0300):  93%|█████████▎| 14946/16050 [2:42:28<10:13,  1.80it/s]
Training 3/3 epoch (loss 0.0300):  93%|█████████▎| 14947/16050 [2:42:28<09:42,  1.89it/s]
Training 3/3 epoch (loss 0.0058):  93%|█████████▎| 14947/16050 [2:42:29<09:42,  1.89it/s]
Training 3/3 epoch (loss 0.0058):  93%|█████████▎| 14948/16050 [2:42:29<10:23,  1.77it/s]
Training 3/3 epoch (loss 0.0090):  93%|█████████▎| 14948/16050 [2:42:29<10:23,  1.77it/s]
Training 3/3 epoch (loss 0.0090):  93%|█████████▎| 14949/16050 [2:42:29<09:11,  1.99it/s]
Training 3/3 epoch (loss 0.0002):  93%|█████████▎| 14949/16050 [2:42:30<09:11,  1.99it/s]
Training 3/3 epoch (loss 0.0002):  93%|█████████▎| 14950/16050 [2:42:30<08:43,  2.10it/s]
Training 3/3 epoch (loss 0.4612):  93%|█████████▎| 14950/16050 [2:42:30<08:43,  2.10it/s]
Training 3/3 epoch (loss 0.4612):  93%|█████████▎| 14951/16050 [2:42:30<08:15,  2.22it/s]
Training 3/3 epoch (loss 0.0003):  93%|█████████▎| 14951/16050 [2:42:30<08:15,  2.22it/s]
Training 3/3 epoch (loss 0.0003):  93%|█████████▎| 14952/16050 [2:42:30<08:40,  2.11it/s]
Training 3/3 epoch (loss 0.4049):  93%|█████████▎| 14952/16050 [2:42:31<08:40,  2.11it/s]
Training 3/3 epoch (loss 0.4049):  93%|█████████▎| 14953/16050 [2:42:31<07:46,  2.35it/s]
Training 3/3 epoch (loss 0.0064):  93%|█████████▎| 14953/16050 [2:42:31<07:46,  2.35it/s]
Training 3/3 epoch (loss 0.0064):  93%|█████████▎| 14954/16050 [2:42:31<08:22,  2.18it/s]
Training 3/3 epoch (loss 0.0866):  93%|█████████▎| 14954/16050 [2:42:32<08:22,  2.18it/s]
Training 3/3 epoch (loss 0.0866):  93%|█████████▎| 14955/16050 [2:42:32<08:17,  2.20it/s]
Training 3/3 epoch (loss 0.0107):  93%|█████████▎| 14955/16050 [2:42:32<08:17,  2.20it/s]
Training 3/3 epoch (loss 0.0107):  93%|█████████▎| 14956/16050 [2:42:32<08:20,  2.19it/s]
Training 3/3 epoch (loss 0.0059):  93%|█████████▎| 14956/16050 [2:42:33<08:20,  2.19it/s]
Training 3/3 epoch (loss 0.0059):  93%|█████████▎| 14957/16050 [2:42:33<09:06,  2.00it/s]
Training 3/3 epoch (loss 0.0888):  93%|█████████▎| 14957/16050 [2:42:34<09:06,  2.00it/s]
Training 3/3 epoch (loss 0.0888):  93%|█████████▎| 14958/16050 [2:42:34<10:49,  1.68it/s]
Training 3/3 epoch (loss 0.0135):  93%|█████████▎| 14958/16050 [2:42:34<10:49,  1.68it/s]
Training 3/3 epoch (loss 0.0135):  93%|█████████▎| 14959/16050 [2:42:34<10:39,  1.71it/s]
Training 3/3 epoch (loss 0.1857):  93%|█████████▎| 14959/16050 [2:42:35<10:39,  1.71it/s]
Training 3/3 epoch (loss 0.1857):  93%|█████████▎| 14960/16050 [2:42:35<10:27,  1.74it/s]
Training 3/3 epoch (loss 0.0000):  93%|█████████▎| 14960/16050 [2:42:35<10:27,  1.74it/s]
Training 3/3 epoch (loss 0.0000):  93%|█████████▎| 14961/16050 [2:42:35<09:52,  1.84it/s]
Training 3/3 epoch (loss 0.0156):  93%|█████████▎| 14961/16050 [2:42:36<09:52,  1.84it/s]
Training 3/3 epoch (loss 0.0156):  93%|█████████▎| 14962/16050 [2:42:36<09:24,  1.93it/s]
Training 3/3 epoch (loss 0.0275):  93%|█████████▎| 14962/16050 [2:42:36<09:24,  1.93it/s]
Training 3/3 epoch (loss 0.0275):  93%|█████████▎| 14963/16050 [2:42:36<09:58,  1.81it/s]
Training 3/3 epoch (loss 0.0550):  93%|█████████▎| 14963/16050 [2:42:37<09:58,  1.81it/s]
Training 3/3 epoch (loss 0.0550):  93%|█████████▎| 14964/16050 [2:42:37<10:28,  1.73it/s]
Training 3/3 epoch (loss 0.0001):  93%|█████████▎| 14964/16050 [2:42:37<10:28,  1.73it/s]
Training 3/3 epoch (loss 0.0001):  93%|█████████▎| 14965/16050 [2:42:37<10:13,  1.77it/s]
Training 3/3 epoch (loss 0.1211):  93%|█████████▎| 14965/16050 [2:42:38<10:13,  1.77it/s]
Training 3/3 epoch (loss 0.1211):  93%|█████████▎| 14966/16050 [2:42:38<10:49,  1.67it/s]
Training 3/3 epoch (loss 0.1094):  93%|█████████▎| 14966/16050 [2:42:39<10:49,  1.67it/s]
Training 3/3 epoch (loss 0.1094):  93%|█████████▎| 14967/16050 [2:42:39<10:28,  1.72it/s]
Training 3/3 epoch (loss 0.2184):  93%|█████████▎| 14967/16050 [2:42:39<10:28,  1.72it/s]
Training 3/3 epoch (loss 0.2184):  93%|█████████▎| 14968/16050 [2:42:39<09:50,  1.83it/s]
Training 3/3 epoch (loss 0.0001):  93%|█████████▎| 14968/16050 [2:42:39<09:50,  1.83it/s]
Training 3/3 epoch (loss 0.0001):  93%|█████████▎| 14969/16050 [2:42:39<08:41,  2.07it/s]
Training 3/3 epoch (loss 0.4065):  93%|█████████▎| 14969/16050 [2:42:40<08:41,  2.07it/s]
Training 3/3 epoch (loss 0.4065):  93%|█████████▎| 14970/16050 [2:42:40<09:42,  1.85it/s]
Training 3/3 epoch (loss 0.0713):  93%|█████████▎| 14970/16050 [2:42:41<09:42,  1.85it/s]
Training 3/3 epoch (loss 0.0713):  93%|█████████▎| 14971/16050 [2:42:41<10:21,  1.74it/s]
Training 3/3 epoch (loss 0.4311):  93%|█████████▎| 14971/16050 [2:42:41<10:21,  1.74it/s]
Training 3/3 epoch (loss 0.4311):  93%|█████████▎| 14972/16050 [2:42:41<09:18,  1.93it/s]
Training 3/3 epoch (loss 0.0002):  93%|█████████▎| 14972/16050 [2:42:42<09:18,  1.93it/s]
Training 3/3 epoch (loss 0.0002):  93%|█████████▎| 14973/16050 [2:42:42<09:06,  1.97it/s]
Training 3/3 epoch (loss 0.0209):  93%|█████████▎| 14973/16050 [2:42:42<09:06,  1.97it/s]
Training 3/3 epoch (loss 0.0209):  93%|█████████▎| 14974/16050 [2:42:42<10:32,  1.70it/s]
Training 3/3 epoch (loss 0.0098):  93%|█████████▎| 14974/16050 [2:42:43<10:32,  1.70it/s]
Training 3/3 epoch (loss 0.0098):  93%|█████████▎| 14975/16050 [2:42:43<10:18,  1.74it/s]
Training 3/3 epoch (loss 0.0212):  93%|█████████▎| 14975/16050 [2:42:44<10:18,  1.74it/s]
Training 3/3 epoch (loss 0.0212):  93%|█████████▎| 14976/16050 [2:42:44<10:49,  1.65it/s]
Training 3/3 epoch (loss 0.3819):  93%|█████████▎| 14976/16050 [2:42:44<10:49,  1.65it/s]
Training 3/3 epoch (loss 0.3819):  93%|█████████▎| 14977/16050 [2:42:44<11:24,  1.57it/s]
Training 3/3 epoch (loss 0.0675):  93%|█████████▎| 14977/16050 [2:42:45<11:24,  1.57it/s]
Training 3/3 epoch (loss 0.0675):  93%|█████████▎| 14978/16050 [2:42:45<11:16,  1.59it/s]
Training 3/3 epoch (loss 0.0685):  93%|█████████▎| 14978/16050 [2:42:46<11:16,  1.59it/s]
Training 3/3 epoch (loss 0.0685):  93%|█████████▎| 14979/16050 [2:42:46<11:22,  1.57it/s]
Training 3/3 epoch (loss 0.1364):  93%|█████████▎| 14979/16050 [2:42:46<11:22,  1.57it/s]
Training 3/3 epoch (loss 0.1364):  93%|█████████▎| 14980/16050 [2:42:46<10:42,  1.66it/s]
Training 3/3 epoch (loss 0.0065):  93%|█████████▎| 14980/16050 [2:42:47<10:42,  1.66it/s]
Training 3/3 epoch (loss 0.0065):  93%|█████████▎| 14981/16050 [2:42:47<11:22,  1.57it/s]
Training 3/3 epoch (loss 0.6121):  93%|█████████▎| 14981/16050 [2:42:47<11:22,  1.57it/s]
Training 3/3 epoch (loss 0.6121):  93%|█████████▎| 14982/16050 [2:42:47<10:25,  1.71it/s]
Training 3/3 epoch (loss 0.2004):  93%|█████████▎| 14982/16050 [2:42:48<10:25,  1.71it/s]
Training 3/3 epoch (loss 0.2004):  93%|█████████▎| 14983/16050 [2:42:48<09:14,  1.92it/s]
Training 3/3 epoch (loss 0.1841):  93%|█████████▎| 14983/16050 [2:42:50<09:14,  1.92it/s]
Training 3/3 epoch (loss 0.1841):  93%|█████████▎| 14984/16050 [2:42:50<18:56,  1.07s/it]
Training 3/3 epoch (loss 0.0012):  93%|█████████▎| 14984/16050 [2:42:50<18:56,  1.07s/it]
Training 3/3 epoch (loss 0.0012):  93%|█████████▎| 14985/16050 [2:42:50<15:11,  1.17it/s]
Training 3/3 epoch (loss 0.1584):  93%|█████████▎| 14985/16050 [2:42:51<15:11,  1.17it/s]
Training 3/3 epoch (loss 0.1584):  93%|█████████▎| 14986/16050 [2:42:51<14:01,  1.26it/s]
Training 3/3 epoch (loss 0.0001):  93%|█████████▎| 14986/16050 [2:42:52<14:01,  1.26it/s]
Training 3/3 epoch (loss 0.0001):  93%|█████████▎| 14987/16050 [2:42:52<13:04,  1.35it/s]
Training 3/3 epoch (loss 0.0072):  93%|█████████▎| 14987/16050 [2:42:52<13:04,  1.35it/s]
Training 3/3 epoch (loss 0.0072):  93%|█████████▎| 14988/16050 [2:42:52<11:48,  1.50it/s]
Training 3/3 epoch (loss 0.0137):  93%|█████████▎| 14988/16050 [2:42:53<11:48,  1.50it/s]
Training 3/3 epoch (loss 0.0137):  93%|█████████▎| 14989/16050 [2:42:53<12:45,  1.39it/s]
Training 3/3 epoch (loss 0.0002):  93%|█████████▎| 14989/16050 [2:42:53<12:45,  1.39it/s]
Training 3/3 epoch (loss 0.0002):  93%|█████████▎| 14990/16050 [2:42:53<11:08,  1.58it/s]
Training 3/3 epoch (loss 0.4203):  93%|█████████▎| 14990/16050 [2:42:54<11:08,  1.58it/s]
Training 3/3 epoch (loss 0.4203):  93%|█████████▎| 14991/16050 [2:42:54<10:09,  1.74it/s]
Training 3/3 epoch (loss 0.0068):  93%|█████████▎| 14991/16050 [2:42:54<10:09,  1.74it/s]
Training 3/3 epoch (loss 0.0068):  93%|█████████▎| 14992/16050 [2:42:54<09:36,  1.84it/s]
Training 3/3 epoch (loss 0.0078):  93%|█████████▎| 14992/16050 [2:42:55<09:36,  1.84it/s]
Training 3/3 epoch (loss 0.0078):  93%|█████████▎| 14993/16050 [2:42:55<10:12,  1.73it/s]
Training 3/3 epoch (loss 0.0132):  93%|█████████▎| 14993/16050 [2:42:56<10:12,  1.73it/s]
Training 3/3 epoch (loss 0.0132):  93%|█████████▎| 14994/16050 [2:42:56<11:08,  1.58it/s]
Training 3/3 epoch (loss 0.1787):  93%|█████████▎| 14994/16050 [2:42:56<11:08,  1.58it/s]
Training 3/3 epoch (loss 0.1787):  93%|█████████▎| 14995/16050 [2:42:56<11:11,  1.57it/s]
Training 3/3 epoch (loss 0.0364):  93%|█████████▎| 14995/16050 [2:42:57<11:11,  1.57it/s]
Training 3/3 epoch (loss 0.0364):  93%|█████████▎| 14996/16050 [2:42:57<11:39,  1.51it/s]
Training 3/3 epoch (loss 0.0129):  93%|█████████▎| 14996/16050 [2:42:58<11:39,  1.51it/s]
Training 3/3 epoch (loss 0.0129):  93%|█████████▎| 14997/16050 [2:42:58<11:36,  1.51it/s]
Training 3/3 epoch (loss 0.0616):  93%|█████████▎| 14997/16050 [2:42:58<11:36,  1.51it/s]
Training 3/3 epoch (loss 0.0616):  93%|█████████▎| 14998/16050 [2:42:58<10:38,  1.65it/s]
Training 3/3 epoch (loss 0.0164):  93%|█████████▎| 14998/16050 [2:42:59<10:38,  1.65it/s]
Training 3/3 epoch (loss 0.0164):  93%|█████████▎| 14999/16050 [2:42:59<11:43,  1.49it/s]
Training 3/3 epoch (loss 0.4645):  93%|█████████▎| 14999/16050 [2:43:00<11:43,  1.49it/s]
Training 3/3 epoch (loss 0.4645):  93%|█████████▎| 15000/16050 [2:43:00<11:31,  1.52it/s]
Training 3/3 epoch (loss 0.1151):  93%|█████████▎| 15000/16050 [2:43:00<11:31,  1.52it/s]
Training 3/3 epoch (loss 0.1151):  93%|█████████▎| 15001/16050 [2:43:00<11:12,  1.56it/s]
Training 3/3 epoch (loss 0.0450):  93%|█████████▎| 15001/16050 [2:43:01<11:12,  1.56it/s]
Training 3/3 epoch (loss 0.0450):  93%|█████████▎| 15002/16050 [2:43:01<09:58,  1.75it/s]
Training 3/3 epoch (loss 0.1184):  93%|█████████▎| 15002/16050 [2:43:01<09:58,  1.75it/s]
Training 3/3 epoch (loss 0.1184):  93%|█████████▎| 15003/16050 [2:43:01<09:22,  1.86it/s]
Training 3/3 epoch (loss 0.0758):  93%|█████████▎| 15003/16050 [2:43:02<09:22,  1.86it/s]
Training 3/3 epoch (loss 0.0758):  93%|█████████▎| 15004/16050 [2:43:02<08:39,  2.01it/s]
Training 3/3 epoch (loss 0.0547):  93%|█████████▎| 15004/16050 [2:43:02<08:39,  2.01it/s]
Training 3/3 epoch (loss 0.0547):  93%|█████████▎| 15005/16050 [2:43:02<10:20,  1.68it/s]
Training 3/3 epoch (loss 0.0011):  93%|█████████▎| 15005/16050 [2:43:03<10:20,  1.68it/s]
Training 3/3 epoch (loss 0.0011):  93%|█████████▎| 15006/16050 [2:43:03<09:55,  1.75it/s]
Training 3/3 epoch (loss 0.0026):  93%|█████████▎| 15006/16050 [2:43:03<09:55,  1.75it/s]
Training 3/3 epoch (loss 0.0026):  94%|█████████▎| 15007/16050 [2:43:03<09:03,  1.92it/s]
Training 3/3 epoch (loss 0.0043):  94%|█████████▎| 15007/16050 [2:43:04<09:03,  1.92it/s]
Training 3/3 epoch (loss 0.0043):  94%|█████████▎| 15008/16050 [2:43:04<08:38,  2.01it/s]
Training 3/3 epoch (loss 0.0089):  94%|█████████▎| 15008/16050 [2:43:04<08:38,  2.01it/s]
Training 3/3 epoch (loss 0.0089):  94%|█████████▎| 15009/16050 [2:43:04<09:10,  1.89it/s]
Training 3/3 epoch (loss 0.0001):  94%|█████████▎| 15009/16050 [2:43:05<09:10,  1.89it/s]
Training 3/3 epoch (loss 0.0001):  94%|█████████▎| 15010/16050 [2:43:05<09:33,  1.81it/s]
Training 3/3 epoch (loss 0.0035):  94%|█████████▎| 15010/16050 [2:43:05<09:33,  1.81it/s]
Training 3/3 epoch (loss 0.0035):  94%|█████████▎| 15011/16050 [2:43:05<08:48,  1.97it/s]
Training 3/3 epoch (loss 0.1901):  94%|█████████▎| 15011/16050 [2:43:06<08:48,  1.97it/s]
Training 3/3 epoch (loss 0.1901):  94%|█████████▎| 15012/16050 [2:43:06<08:08,  2.13it/s]
Training 3/3 epoch (loss 0.0101):  94%|█████████▎| 15012/16050 [2:43:07<08:08,  2.13it/s]
Training 3/3 epoch (loss 0.0101):  94%|█████████▎| 15013/16050 [2:43:07<09:17,  1.86it/s]
Training 3/3 epoch (loss 0.0147):  94%|█████████▎| 15013/16050 [2:43:07<09:17,  1.86it/s]
Training 3/3 epoch (loss 0.0147):  94%|█████████▎| 15014/16050 [2:43:07<08:56,  1.93it/s]
Training 3/3 epoch (loss 0.0036):  94%|█████████▎| 15014/16050 [2:43:07<08:56,  1.93it/s]
Training 3/3 epoch (loss 0.0036):  94%|█████████▎| 15015/16050 [2:43:07<08:22,  2.06it/s]
Training 3/3 epoch (loss 0.0111):  94%|█████████▎| 15015/16050 [2:43:08<08:22,  2.06it/s]
Training 3/3 epoch (loss 0.0111):  94%|█████████▎| 15016/16050 [2:43:08<08:04,  2.14it/s]
Training 3/3 epoch (loss 0.3679):  94%|█████████▎| 15016/16050 [2:43:08<08:04,  2.14it/s]
Training 3/3 epoch (loss 0.3679):  94%|█████████▎| 15017/16050 [2:43:08<07:42,  2.24it/s]
Training 3/3 epoch (loss 0.4622):  94%|█████████▎| 15017/16050 [2:43:09<07:42,  2.24it/s]
Training 3/3 epoch (loss 0.4622):  94%|█████████▎| 15018/16050 [2:43:09<07:14,  2.38it/s]
Training 3/3 epoch (loss 0.0015):  94%|█████████▎| 15018/16050 [2:43:09<07:14,  2.38it/s]
Training 3/3 epoch (loss 0.0015):  94%|█████████▎| 15019/16050 [2:43:09<08:24,  2.05it/s]
Training 3/3 epoch (loss 0.0105):  94%|█████████▎| 15019/16050 [2:43:10<08:24,  2.05it/s]
Training 3/3 epoch (loss 0.0105):  94%|█████████▎| 15020/16050 [2:43:10<08:36,  1.99it/s]
Training 3/3 epoch (loss 0.0459):  94%|█████████▎| 15020/16050 [2:43:10<08:36,  1.99it/s]
Training 3/3 epoch (loss 0.0459):  94%|█████████▎| 15021/16050 [2:43:10<08:14,  2.08it/s]
Training 3/3 epoch (loss 0.0452):  94%|█████████▎| 15021/16050 [2:43:11<08:14,  2.08it/s]
Training 3/3 epoch (loss 0.0452):  94%|█████████▎| 15022/16050 [2:43:11<08:59,  1.90it/s]
Training 3/3 epoch (loss 0.0041):  94%|█████████▎| 15022/16050 [2:43:11<08:59,  1.90it/s]
Training 3/3 epoch (loss 0.0041):  94%|█████████▎| 15023/16050 [2:43:11<09:45,  1.76it/s]
Training 3/3 epoch (loss 0.6378):  94%|█████████▎| 15023/16050 [2:43:12<09:45,  1.76it/s]
Training 3/3 epoch (loss 0.6378):  94%|█████████▎| 15024/16050 [2:43:12<09:03,  1.89it/s]
Training 3/3 epoch (loss 0.0002):  94%|█████████▎| 15024/16050 [2:43:13<09:03,  1.89it/s]
Training 3/3 epoch (loss 0.0002):  94%|█████████▎| 15025/16050 [2:43:13<09:42,  1.76it/s]
Training 3/3 epoch (loss 0.0176):  94%|█████████▎| 15025/16050 [2:43:13<09:42,  1.76it/s]
Training 3/3 epoch (loss 0.0176):  94%|█████████▎| 15026/16050 [2:43:13<09:56,  1.72it/s]
Training 3/3 epoch (loss 0.0079):  94%|█████████▎| 15026/16050 [2:43:14<09:56,  1.72it/s]
Training 3/3 epoch (loss 0.0079):  94%|█████████▎| 15027/16050 [2:43:14<09:41,  1.76it/s]
Training 3/3 epoch (loss 0.0086):  94%|█████████▎| 15027/16050 [2:43:14<09:41,  1.76it/s]
Training 3/3 epoch (loss 0.0086):  94%|█████████▎| 15028/16050 [2:43:14<09:47,  1.74it/s]
Training 3/3 epoch (loss 0.0037):  94%|█████████▎| 15028/16050 [2:43:15<09:47,  1.74it/s]
Training 3/3 epoch (loss 0.0037):  94%|█████████▎| 15029/16050 [2:43:15<09:57,  1.71it/s]
Training 3/3 epoch (loss 0.0112):  94%|█████████▎| 15029/16050 [2:43:16<09:57,  1.71it/s]
Training 3/3 epoch (loss 0.0112):  94%|█████████▎| 15030/16050 [2:43:16<10:06,  1.68it/s]
Training 3/3 epoch (loss 0.2279):  94%|█████████▎| 15030/16050 [2:43:16<10:06,  1.68it/s]
Training 3/3 epoch (loss 0.2279):  94%|█████████▎| 15031/16050 [2:43:16<10:01,  1.69it/s]
Training 3/3 epoch (loss 0.1472):  94%|█████████▎| 15031/16050 [2:43:16<10:01,  1.69it/s]
Training 3/3 epoch (loss 0.1472):  94%|█████████▎| 15032/16050 [2:43:16<08:45,  1.94it/s]
Training 3/3 epoch (loss 0.0212):  94%|█████████▎| 15032/16050 [2:43:17<08:45,  1.94it/s]
Training 3/3 epoch (loss 0.0212):  94%|█████████▎| 15033/16050 [2:43:17<09:17,  1.82it/s]
Training 3/3 epoch (loss 0.0055):  94%|█████████▎| 15033/16050 [2:43:18<09:17,  1.82it/s]
Training 3/3 epoch (loss 0.0055):  94%|█████████▎| 15034/16050 [2:43:18<09:12,  1.84it/s]
Training 3/3 epoch (loss 0.7221):  94%|█████████▎| 15034/16050 [2:43:18<09:12,  1.84it/s]
Training 3/3 epoch (loss 0.7221):  94%|█████████▎| 15035/16050 [2:43:18<09:35,  1.76it/s]
Training 3/3 epoch (loss 0.0088):  94%|█████████▎| 15035/16050 [2:43:19<09:35,  1.76it/s]
Training 3/3 epoch (loss 0.0088):  94%|█████████▎| 15036/16050 [2:43:19<09:01,  1.87it/s]
Training 3/3 epoch (loss 0.0106):  94%|█████████▎| 15036/16050 [2:43:19<09:01,  1.87it/s]
Training 3/3 epoch (loss 0.0106):  94%|█████████▎| 15037/16050 [2:43:19<09:26,  1.79it/s]
Training 3/3 epoch (loss 0.0001):  94%|█████████▎| 15037/16050 [2:43:20<09:26,  1.79it/s]
Training 3/3 epoch (loss 0.0001):  94%|█████████▎| 15038/16050 [2:43:20<08:36,  1.96it/s]
Training 3/3 epoch (loss 0.3811):  94%|█████████▎| 15038/16050 [2:43:20<08:36,  1.96it/s]
Training 3/3 epoch (loss 0.3811):  94%|█████████▎| 15039/16050 [2:43:20<09:01,  1.87it/s]
Training 3/3 epoch (loss 0.0660):  94%|█████████▎| 15039/16050 [2:43:21<09:01,  1.87it/s]
Training 3/3 epoch (loss 0.0660):  94%|█████████▎| 15040/16050 [2:43:21<09:41,  1.74it/s]
Training 3/3 epoch (loss 0.0144):  94%|█████████▎| 15040/16050 [2:43:21<09:41,  1.74it/s]
Training 3/3 epoch (loss 0.0144):  94%|█████████▎| 15041/16050 [2:43:21<08:24,  2.00it/s]
Training 3/3 epoch (loss 0.0000):  94%|█████████▎| 15041/16050 [2:43:22<08:24,  2.00it/s]
Training 3/3 epoch (loss 0.0000):  94%|█████████▎| 15042/16050 [2:43:22<09:00,  1.86it/s]
Training 3/3 epoch (loss 0.0014):  94%|█████████▎| 15042/16050 [2:43:22<09:00,  1.86it/s]
Training 3/3 epoch (loss 0.0014):  94%|█████████▎| 15043/16050 [2:43:22<08:39,  1.94it/s]
Training 3/3 epoch (loss 0.0277):  94%|█████████▎| 15043/16050 [2:43:23<08:39,  1.94it/s]
Training 3/3 epoch (loss 0.0277):  94%|█████████▎| 15044/16050 [2:43:23<08:23,  2.00it/s]
Training 3/3 epoch (loss 0.0001):  94%|█████████▎| 15044/16050 [2:43:23<08:23,  2.00it/s]
Training 3/3 epoch (loss 0.0001):  94%|█████████▎| 15045/16050 [2:43:23<08:34,  1.95it/s]
Training 3/3 epoch (loss 0.0193):  94%|█████████▎| 15045/16050 [2:43:24<08:34,  1.95it/s]
Training 3/3 epoch (loss 0.0193):  94%|█████████▎| 15046/16050 [2:43:24<08:40,  1.93it/s]
Training 3/3 epoch (loss 0.1429):  94%|█████████▎| 15046/16050 [2:43:26<08:40,  1.93it/s]
Training 3/3 epoch (loss 0.1429):  94%|█████████▍| 15047/16050 [2:43:26<17:12,  1.03s/it]
Training 3/3 epoch (loss 0.0001):  94%|█████████▍| 15047/16050 [2:43:27<17:12,  1.03s/it]
Training 3/3 epoch (loss 0.0001):  94%|█████████▍| 15048/16050 [2:43:27<13:53,  1.20it/s]
Training 3/3 epoch (loss 0.0034):  94%|█████████▍| 15048/16050 [2:43:27<13:53,  1.20it/s]
Training 3/3 epoch (loss 0.0034):  94%|█████████▍| 15049/16050 [2:43:27<13:09,  1.27it/s]
Training 3/3 epoch (loss 0.4029):  94%|█████████▍| 15049/16050 [2:43:28<13:09,  1.27it/s]
Training 3/3 epoch (loss 0.4029):  94%|█████████▍| 15050/16050 [2:43:28<11:09,  1.49it/s]
Training 3/3 epoch (loss 0.0011):  94%|█████████▍| 15050/16050 [2:43:28<11:09,  1.49it/s]
Training 3/3 epoch (loss 0.0011):  94%|█████████▍| 15051/16050 [2:43:28<10:19,  1.61it/s]
Training 3/3 epoch (loss 0.1047):  94%|█████████▍| 15051/16050 [2:43:29<10:19,  1.61it/s]
Training 3/3 epoch (loss 0.1047):  94%|█████████▍| 15052/16050 [2:43:29<10:34,  1.57it/s]
Training 3/3 epoch (loss 0.0141):  94%|█████████▍| 15052/16050 [2:43:29<10:34,  1.57it/s]
Training 3/3 epoch (loss 0.0141):  94%|█████████▍| 15053/16050 [2:43:29<10:24,  1.60it/s]
Training 3/3 epoch (loss 0.0046):  94%|█████████▍| 15053/16050 [2:43:30<10:24,  1.60it/s]
Training 3/3 epoch (loss 0.0046):  94%|█████████▍| 15054/16050 [2:43:30<09:59,  1.66it/s]
Training 3/3 epoch (loss 0.0126):  94%|█████████▍| 15054/16050 [2:43:31<09:59,  1.66it/s]
Training 3/3 epoch (loss 0.0126):  94%|█████████▍| 15055/16050 [2:43:31<10:00,  1.66it/s]
Training 3/3 epoch (loss 0.3098):  94%|█████████▍| 15055/16050 [2:43:31<10:00,  1.66it/s]
Training 3/3 epoch (loss 0.3098):  94%|█████████▍| 15056/16050 [2:43:31<09:43,  1.70it/s]
Training 3/3 epoch (loss 0.6804):  94%|█████████▍| 15056/16050 [2:43:31<09:43,  1.70it/s]
Training 3/3 epoch (loss 0.6804):  94%|█████████▍| 15057/16050 [2:43:31<08:46,  1.89it/s]
Training 3/3 epoch (loss 0.3259):  94%|█████████▍| 15057/16050 [2:43:32<08:46,  1.89it/s]
Training 3/3 epoch (loss 0.3259):  94%|█████████▍| 15058/16050 [2:43:32<08:37,  1.92it/s]
Training 3/3 epoch (loss 0.0014):  94%|█████████▍| 15058/16050 [2:43:33<08:37,  1.92it/s]
Training 3/3 epoch (loss 0.0014):  94%|█████████▍| 15059/16050 [2:43:33<10:05,  1.64it/s]
Training 3/3 epoch (loss 0.0192):  94%|█████████▍| 15059/16050 [2:43:33<10:05,  1.64it/s]
Training 3/3 epoch (loss 0.0192):  94%|█████████▍| 15060/16050 [2:43:33<09:31,  1.73it/s]
Training 3/3 epoch (loss 0.3614):  94%|█████████▍| 15060/16050 [2:43:36<09:31,  1.73it/s]
Training 3/3 epoch (loss 0.3614):  94%|█████████▍| 15061/16050 [2:43:36<17:42,  1.07s/it]
Training 3/3 epoch (loss 0.0091):  94%|█████████▍| 15061/16050 [2:43:36<17:42,  1.07s/it]
Training 3/3 epoch (loss 0.0091):  94%|█████████▍| 15062/16050 [2:43:36<14:43,  1.12it/s]
Training 3/3 epoch (loss 0.0489):  94%|█████████▍| 15062/16050 [2:43:37<14:43,  1.12it/s]
Training 3/3 epoch (loss 0.0489):  94%|█████████▍| 15063/16050 [2:43:37<13:36,  1.21it/s]
Training 3/3 epoch (loss 0.0037):  94%|█████████▍| 15063/16050 [2:43:37<13:36,  1.21it/s]
Training 3/3 epoch (loss 0.0037):  94%|█████████▍| 15064/16050 [2:43:37<12:38,  1.30it/s]
Training 3/3 epoch (loss 0.0008):  94%|█████████▍| 15064/16050 [2:43:38<12:38,  1.30it/s]
Training 3/3 epoch (loss 0.0008):  94%|█████████▍| 15065/16050 [2:43:38<11:24,  1.44it/s]
Training 3/3 epoch (loss 0.3169):  94%|█████████▍| 15065/16050 [2:43:38<11:24,  1.44it/s]
Training 3/3 epoch (loss 0.3169):  94%|█████████▍| 15066/16050 [2:43:38<09:56,  1.65it/s]
Training 3/3 epoch (loss 0.4090):  94%|█████████▍| 15066/16050 [2:43:39<09:56,  1.65it/s]
Training 3/3 epoch (loss 0.4090):  94%|█████████▍| 15067/16050 [2:43:39<08:57,  1.83it/s]
Training 3/3 epoch (loss 0.0599):  94%|█████████▍| 15067/16050 [2:43:40<08:57,  1.83it/s]
Training 3/3 epoch (loss 0.0599):  94%|█████████▍| 15068/16050 [2:43:40<10:27,  1.56it/s]
Training 3/3 epoch (loss 0.2262):  94%|█████████▍| 15068/16050 [2:43:40<10:27,  1.56it/s]
Training 3/3 epoch (loss 0.2262):  94%|█████████▍| 15069/16050 [2:43:40<10:17,  1.59it/s]
Training 3/3 epoch (loss 0.0146):  94%|█████████▍| 15069/16050 [2:43:41<10:17,  1.59it/s]
Training 3/3 epoch (loss 0.0146):  94%|█████████▍| 15070/16050 [2:43:41<09:46,  1.67it/s]
Training 3/3 epoch (loss 0.0000):  94%|█████████▍| 15070/16050 [2:43:41<09:46,  1.67it/s]
Training 3/3 epoch (loss 0.0000):  94%|█████████▍| 15071/16050 [2:43:41<08:50,  1.84it/s]
Training 3/3 epoch (loss 0.0002):  94%|█████████▍| 15071/16050 [2:43:42<08:50,  1.84it/s]
Training 3/3 epoch (loss 0.0002):  94%|█████████▍| 15072/16050 [2:43:42<08:57,  1.82it/s]
Training 3/3 epoch (loss 0.5889):  94%|█████████▍| 15072/16050 [2:43:42<08:57,  1.82it/s]
Training 3/3 epoch (loss 0.5889):  94%|█████████▍| 15073/16050 [2:43:42<07:53,  2.06it/s]
Training 3/3 epoch (loss 0.0393):  94%|█████████▍| 15073/16050 [2:43:43<07:53,  2.06it/s]
Training 3/3 epoch (loss 0.0393):  94%|█████████▍| 15074/16050 [2:43:43<09:21,  1.74it/s]
Training 3/3 epoch (loss 0.7309):  94%|█████████▍| 15074/16050 [2:43:45<09:21,  1.74it/s]
Training 3/3 epoch (loss 0.7309):  94%|█████████▍| 15075/16050 [2:43:45<17:28,  1.08s/it]
Training 3/3 epoch (loss 0.0196):  94%|█████████▍| 15075/16050 [2:43:46<17:28,  1.08s/it]
Training 3/3 epoch (loss 0.0196):  94%|█████████▍| 15076/16050 [2:43:46<17:05,  1.05s/it]
Training 3/3 epoch (loss 0.0720):  94%|█████████▍| 15076/16050 [2:43:47<17:05,  1.05s/it]
Training 3/3 epoch (loss 0.0720):  94%|█████████▍| 15077/16050 [2:43:47<16:05,  1.01it/s]
Training 3/3 epoch (loss 0.2947):  94%|█████████▍| 15077/16050 [2:43:47<16:05,  1.01it/s]
Training 3/3 epoch (loss 0.2947):  94%|█████████▍| 15078/16050 [2:43:47<13:15,  1.22it/s]
Training 3/3 epoch (loss 0.0010):  94%|█████████▍| 15078/16050 [2:43:48<13:15,  1.22it/s]
Training 3/3 epoch (loss 0.0010):  94%|█████████▍| 15079/16050 [2:43:48<12:18,  1.31it/s]
Training 3/3 epoch (loss 0.0015):  94%|█████████▍| 15079/16050 [2:43:49<12:18,  1.31it/s]
Training 3/3 epoch (loss 0.0015):  94%|█████████▍| 15080/16050 [2:43:49<11:51,  1.36it/s]
Training 3/3 epoch (loss 0.0027):  94%|█████████▍| 15080/16050 [2:43:49<11:51,  1.36it/s]
Training 3/3 epoch (loss 0.0027):  94%|█████████▍| 15081/16050 [2:43:49<10:53,  1.48it/s]
Training 3/3 epoch (loss 0.0179):  94%|█████████▍| 15081/16050 [2:43:50<10:53,  1.48it/s]
Training 3/3 epoch (loss 0.0179):  94%|█████████▍| 15082/16050 [2:43:50<10:26,  1.54it/s]
Training 3/3 epoch (loss 0.2739):  94%|█████████▍| 15082/16050 [2:43:50<10:26,  1.54it/s]
Training 3/3 epoch (loss 0.2739):  94%|█████████▍| 15083/16050 [2:43:50<09:53,  1.63it/s]
Training 3/3 epoch (loss 0.0396):  94%|█████████▍| 15083/16050 [2:43:51<09:53,  1.63it/s]
Training 3/3 epoch (loss 0.0396):  94%|█████████▍| 15084/16050 [2:43:51<09:34,  1.68it/s]
Training 3/3 epoch (loss 0.0088):  94%|█████████▍| 15084/16050 [2:43:51<09:34,  1.68it/s]
Training 3/3 epoch (loss 0.0088):  94%|█████████▍| 15085/16050 [2:43:51<08:56,  1.80it/s]
Training 3/3 epoch (loss 0.2654):  94%|█████████▍| 15085/16050 [2:43:52<08:56,  1.80it/s]
Training 3/3 epoch (loss 0.2654):  94%|█████████▍| 15086/16050 [2:43:52<09:25,  1.71it/s]
Training 3/3 epoch (loss 0.0024):  94%|█████████▍| 15086/16050 [2:43:52<09:25,  1.71it/s]
Training 3/3 epoch (loss 0.0024):  94%|█████████▍| 15087/16050 [2:43:52<08:42,  1.84it/s]
Training 3/3 epoch (loss 0.0004):  94%|█████████▍| 15087/16050 [2:43:53<08:42,  1.84it/s]
Training 3/3 epoch (loss 0.0004):  94%|█████████▍| 15088/16050 [2:43:53<09:03,  1.77it/s]
Training 3/3 epoch (loss 0.3125):  94%|█████████▍| 15088/16050 [2:43:54<09:03,  1.77it/s]
Training 3/3 epoch (loss 0.3125):  94%|█████████▍| 15089/16050 [2:43:54<09:31,  1.68it/s]
Training 3/3 epoch (loss 0.0047):  94%|█████████▍| 15089/16050 [2:43:54<09:31,  1.68it/s]
Training 3/3 epoch (loss 0.0047):  94%|█████████▍| 15090/16050 [2:43:54<10:36,  1.51it/s]
Training 3/3 epoch (loss 0.0002):  94%|█████████▍| 15090/16050 [2:43:55<10:36,  1.51it/s]
Training 3/3 epoch (loss 0.0002):  94%|█████████▍| 15091/16050 [2:43:55<09:52,  1.62it/s]
Training 3/3 epoch (loss 0.1989):  94%|█████████▍| 15091/16050 [2:43:56<09:52,  1.62it/s]
Training 3/3 epoch (loss 0.1989):  94%|█████████▍| 15092/16050 [2:43:56<09:45,  1.64it/s]
Training 3/3 epoch (loss 0.0124):  94%|█████████▍| 15092/16050 [2:43:56<09:45,  1.64it/s]
Training 3/3 epoch (loss 0.0124):  94%|█████████▍| 15093/16050 [2:43:56<10:07,  1.57it/s]
Training 3/3 epoch (loss 0.0000):  94%|█████████▍| 15093/16050 [2:43:57<10:07,  1.57it/s]
Training 3/3 epoch (loss 0.0000):  94%|█████████▍| 15094/16050 [2:43:57<08:57,  1.78it/s]
Training 3/3 epoch (loss 0.0020):  94%|█████████▍| 15094/16050 [2:43:57<08:57,  1.78it/s]
Training 3/3 epoch (loss 0.0020):  94%|█████████▍| 15095/16050 [2:43:57<09:58,  1.60it/s]
Training 3/3 epoch (loss 0.0111):  94%|█████████▍| 15095/16050 [2:43:58<09:58,  1.60it/s]
Training 3/3 epoch (loss 0.0111):  94%|█████████▍| 15096/16050 [2:43:58<09:01,  1.76it/s]
Training 3/3 epoch (loss 0.4352):  94%|█████████▍| 15096/16050 [2:43:58<09:01,  1.76it/s]
Training 3/3 epoch (loss 0.4352):  94%|█████████▍| 15097/16050 [2:43:58<08:12,  1.94it/s]
Training 3/3 epoch (loss 0.0062):  94%|█████████▍| 15097/16050 [2:43:59<08:12,  1.94it/s]
Training 3/3 epoch (loss 0.0062):  94%|█████████▍| 15098/16050 [2:43:59<08:44,  1.82it/s]
Training 3/3 epoch (loss 0.4711):  94%|█████████▍| 15098/16050 [2:43:59<08:44,  1.82it/s]
Training 3/3 epoch (loss 0.4711):  94%|█████████▍| 15099/16050 [2:43:59<07:59,  1.98it/s]
Training 3/3 epoch (loss 0.0024):  94%|█████████▍| 15099/16050 [2:44:00<07:59,  1.98it/s]
Training 3/3 epoch (loss 0.0024):  94%|█████████▍| 15100/16050 [2:44:00<11:22,  1.39it/s]
Training 3/3 epoch (loss 0.0010):  94%|█████████▍| 15100/16050 [2:44:01<11:22,  1.39it/s]
Training 3/3 epoch (loss 0.0010):  94%|█████████▍| 15101/16050 [2:44:01<10:57,  1.44it/s]
Training 3/3 epoch (loss 0.0112):  94%|█████████▍| 15101/16050 [2:44:02<10:57,  1.44it/s]
Training 3/3 epoch (loss 0.0112):  94%|█████████▍| 15102/16050 [2:44:02<09:45,  1.62it/s]
Training 3/3 epoch (loss 0.2081):  94%|█████████▍| 15102/16050 [2:44:02<09:45,  1.62it/s]
Training 3/3 epoch (loss 0.2081):  94%|█████████▍| 15103/16050 [2:44:02<09:23,  1.68it/s]
Training 3/3 epoch (loss 0.2494):  94%|█████████▍| 15103/16050 [2:44:02<09:23,  1.68it/s]
Training 3/3 epoch (loss 0.2494):  94%|█████████▍| 15104/16050 [2:44:02<08:26,  1.87it/s]
Training 3/3 epoch (loss 0.0002):  94%|█████████▍| 15104/16050 [2:44:03<08:26,  1.87it/s]
Training 3/3 epoch (loss 0.0002):  94%|█████████▍| 15105/16050 [2:44:03<07:51,  2.01it/s]
Training 3/3 epoch (loss 0.5120):  94%|█████████▍| 15105/16050 [2:44:03<07:51,  2.01it/s]
Training 3/3 epoch (loss 0.5120):  94%|█████████▍| 15106/16050 [2:44:03<08:00,  1.97it/s]
Training 3/3 epoch (loss 0.0008):  94%|█████████▍| 15106/16050 [2:44:04<08:00,  1.97it/s]
Training 3/3 epoch (loss 0.0008):  94%|█████████▍| 15107/16050 [2:44:04<07:24,  2.12it/s]
Training 3/3 epoch (loss 0.3027):  94%|█████████▍| 15107/16050 [2:44:04<07:24,  2.12it/s]
Training 3/3 epoch (loss 0.3027):  94%|█████████▍| 15108/16050 [2:44:04<07:07,  2.21it/s]
Training 3/3 epoch (loss 0.0314):  94%|█████████▍| 15108/16050 [2:44:05<07:07,  2.21it/s]
Training 3/3 epoch (loss 0.0314):  94%|█████████▍| 15109/16050 [2:44:05<07:34,  2.07it/s]
Training 3/3 epoch (loss 0.4772):  94%|█████████▍| 15109/16050 [2:44:05<07:34,  2.07it/s]
Training 3/3 epoch (loss 0.4772):  94%|█████████▍| 15110/16050 [2:44:05<07:29,  2.09it/s]
Training 3/3 epoch (loss 0.2840):  94%|█████████▍| 15110/16050 [2:44:06<07:29,  2.09it/s]
Training 3/3 epoch (loss 0.2840):  94%|█████████▍| 15111/16050 [2:44:06<07:00,  2.23it/s]
Training 3/3 epoch (loss 0.3134):  94%|█████████▍| 15111/16050 [2:44:06<07:00,  2.23it/s]
Training 3/3 epoch (loss 0.3134):  94%|█████████▍| 15112/16050 [2:44:06<07:20,  2.13it/s]
Training 3/3 epoch (loss 0.0001):  94%|█████████▍| 15112/16050 [2:44:07<07:20,  2.13it/s]
Training 3/3 epoch (loss 0.0001):  94%|█████████▍| 15113/16050 [2:44:07<08:12,  1.90it/s]
Training 3/3 epoch (loss 0.3971):  94%|█████████▍| 15113/16050 [2:44:07<08:12,  1.90it/s]
Training 3/3 epoch (loss 0.3971):  94%|█████████▍| 15114/16050 [2:44:07<08:04,  1.93it/s]
Training 3/3 epoch (loss 0.0002):  94%|█████████▍| 15114/16050 [2:44:08<08:04,  1.93it/s]
Training 3/3 epoch (loss 0.0002):  94%|█████████▍| 15115/16050 [2:44:08<08:11,  1.90it/s]
Training 3/3 epoch (loss 0.0007):  94%|█████████▍| 15115/16050 [2:44:08<08:11,  1.90it/s]
Training 3/3 epoch (loss 0.0007):  94%|█████████▍| 15116/16050 [2:44:08<07:27,  2.09it/s]
Training 3/3 epoch (loss 0.2472):  94%|█████████▍| 15116/16050 [2:44:10<07:27,  2.09it/s]
Training 3/3 epoch (loss 0.2472):  94%|█████████▍| 15117/16050 [2:44:10<15:35,  1.00s/it]
Training 3/3 epoch (loss 0.0613):  94%|█████████▍| 15117/16050 [2:44:11<15:35,  1.00s/it]
Training 3/3 epoch (loss 0.0613):  94%|█████████▍| 15118/16050 [2:44:11<13:05,  1.19it/s]
Training 3/3 epoch (loss 0.4258):  94%|█████████▍| 15118/16050 [2:44:12<13:05,  1.19it/s]
Training 3/3 epoch (loss 0.4258):  94%|█████████▍| 15119/16050 [2:44:12<11:59,  1.29it/s]
Training 3/3 epoch (loss 0.0001):  94%|█████████▍| 15119/16050 [2:44:12<11:59,  1.29it/s]
Training 3/3 epoch (loss 0.0001):  94%|█████████▍| 15120/16050 [2:44:12<11:08,  1.39it/s]
Training 3/3 epoch (loss 0.1956):  94%|█████████▍| 15120/16050 [2:44:14<11:08,  1.39it/s]
Training 3/3 epoch (loss 0.1956):  94%|█████████▍| 15121/16050 [2:44:14<18:13,  1.18s/it]
Training 3/3 epoch (loss 0.0758):  94%|█████████▍| 15121/16050 [2:44:15<18:13,  1.18s/it]
Training 3/3 epoch (loss 0.0758):  94%|█████████▍| 15122/16050 [2:44:15<16:04,  1.04s/it]
Training 3/3 epoch (loss 0.7305):  94%|█████████▍| 15122/16050 [2:44:15<16:04,  1.04s/it]
Training 3/3 epoch (loss 0.7305):  94%|█████████▍| 15123/16050 [2:44:15<12:58,  1.19it/s]
Training 3/3 epoch (loss 0.0002):  94%|█████████▍| 15123/16050 [2:44:16<12:58,  1.19it/s]
Training 3/3 epoch (loss 0.0002):  94%|█████████▍| 15124/16050 [2:44:16<11:13,  1.37it/s]
Training 3/3 epoch (loss 0.0179):  94%|█████████▍| 15124/16050 [2:44:17<11:13,  1.37it/s]
Training 3/3 epoch (loss 0.0179):  94%|█████████▍| 15125/16050 [2:44:17<11:30,  1.34it/s]
Training 3/3 epoch (loss 0.0085):  94%|█████████▍| 15125/16050 [2:44:17<11:30,  1.34it/s]
Training 3/3 epoch (loss 0.0085):  94%|█████████▍| 15126/16050 [2:44:17<10:53,  1.41it/s]
Training 3/3 epoch (loss 0.0015):  94%|█████████▍| 15126/16050 [2:44:18<10:53,  1.41it/s]
Training 3/3 epoch (loss 0.0015):  94%|█████████▍| 15127/16050 [2:44:18<09:28,  1.62it/s]
Training 3/3 epoch (loss 0.2452):  94%|█████████▍| 15127/16050 [2:44:18<09:28,  1.62it/s]
Training 3/3 epoch (loss 0.2452):  94%|█████████▍| 15128/16050 [2:44:18<09:51,  1.56it/s]
Training 3/3 epoch (loss 0.0597):  94%|█████████▍| 15128/16050 [2:44:19<09:51,  1.56it/s]
Training 3/3 epoch (loss 0.0597):  94%|█████████▍| 15129/16050 [2:44:19<09:21,  1.64it/s]
Training 3/3 epoch (loss 0.3438):  94%|█████████▍| 15129/16050 [2:44:19<09:21,  1.64it/s]
Training 3/3 epoch (loss 0.3438):  94%|█████████▍| 15130/16050 [2:44:19<08:36,  1.78it/s]
Training 3/3 epoch (loss 0.4002):  94%|█████████▍| 15130/16050 [2:44:20<08:36,  1.78it/s]
Training 3/3 epoch (loss 0.4002):  94%|█████████▍| 15131/16050 [2:44:20<08:19,  1.84it/s]
Training 3/3 epoch (loss 0.0014):  94%|█████████▍| 15131/16050 [2:44:20<08:19,  1.84it/s]
Training 3/3 epoch (loss 0.0014):  94%|█████████▍| 15132/16050 [2:44:20<08:34,  1.79it/s]
Training 3/3 epoch (loss 0.0480):  94%|█████████▍| 15132/16050 [2:44:21<08:34,  1.79it/s]
Training 3/3 epoch (loss 0.0480):  94%|█████████▍| 15133/16050 [2:44:21<08:51,  1.73it/s]
Training 3/3 epoch (loss 0.4370):  94%|█████████▍| 15133/16050 [2:44:23<08:51,  1.73it/s]
Training 3/3 epoch (loss 0.4370):  94%|█████████▍| 15134/16050 [2:44:23<16:54,  1.11s/it]
Training 3/3 epoch (loss 0.0168):  94%|█████████▍| 15134/16050 [2:44:24<16:54,  1.11s/it]
Training 3/3 epoch (loss 0.0168):  94%|█████████▍| 15135/16050 [2:44:24<14:38,  1.04it/s]
Training 3/3 epoch (loss 0.0288):  94%|█████████▍| 15135/16050 [2:44:25<14:38,  1.04it/s]
Training 3/3 epoch (loss 0.0288):  94%|█████████▍| 15136/16050 [2:44:25<12:47,  1.19it/s]
Training 3/3 epoch (loss 0.0169):  94%|█████████▍| 15136/16050 [2:44:25<12:47,  1.19it/s]
Training 3/3 epoch (loss 0.0169):  94%|█████████▍| 15137/16050 [2:44:25<11:46,  1.29it/s]
Training 3/3 epoch (loss 0.0628):  94%|█████████▍| 15137/16050 [2:44:26<11:46,  1.29it/s]
Training 3/3 epoch (loss 0.0628):  94%|█████████▍| 15138/16050 [2:44:26<10:08,  1.50it/s]
Training 3/3 epoch (loss 0.0368):  94%|█████████▍| 15138/16050 [2:44:26<10:08,  1.50it/s]
Training 3/3 epoch (loss 0.0368):  94%|█████████▍| 15139/16050 [2:44:26<09:50,  1.54it/s]
Training 3/3 epoch (loss 0.3226):  94%|█████████▍| 15139/16050 [2:44:27<09:50,  1.54it/s]
Training 3/3 epoch (loss 0.3226):  94%|█████████▍| 15140/16050 [2:44:27<08:55,  1.70it/s]
Training 3/3 epoch (loss 0.0037):  94%|█████████▍| 15140/16050 [2:44:27<08:55,  1.70it/s]
Training 3/3 epoch (loss 0.0037):  94%|█████████▍| 15141/16050 [2:44:27<09:03,  1.67it/s]
Training 3/3 epoch (loss 0.0002):  94%|█████████▍| 15141/16050 [2:44:28<09:03,  1.67it/s]
Training 3/3 epoch (loss 0.0002):  94%|█████████▍| 15142/16050 [2:44:28<09:08,  1.66it/s]
Training 3/3 epoch (loss 0.6143):  94%|█████████▍| 15142/16050 [2:44:28<09:08,  1.66it/s]
Training 3/3 epoch (loss 0.6143):  94%|█████████▍| 15143/16050 [2:44:28<08:24,  1.80it/s]
Training 3/3 epoch (loss 0.0046):  94%|█████████▍| 15143/16050 [2:44:29<08:24,  1.80it/s]
Training 3/3 epoch (loss 0.0046):  94%|█████████▍| 15144/16050 [2:44:29<08:34,  1.76it/s]
Training 3/3 epoch (loss 0.0008):  94%|█████████▍| 15144/16050 [2:44:29<08:34,  1.76it/s]
Training 3/3 epoch (loss 0.0008):  94%|█████████▍| 15145/16050 [2:44:29<07:34,  1.99it/s]
Training 3/3 epoch (loss 0.0424):  94%|█████████▍| 15145/16050 [2:44:30<07:34,  1.99it/s]
Training 3/3 epoch (loss 0.0424):  94%|█████████▍| 15146/16050 [2:44:30<07:57,  1.89it/s]
Training 3/3 epoch (loss 0.3754):  94%|█████████▍| 15146/16050 [2:44:30<07:57,  1.89it/s]
Training 3/3 epoch (loss 0.3754):  94%|█████████▍| 15147/16050 [2:44:30<07:10,  2.10it/s]
Training 3/3 epoch (loss 0.0008):  94%|█████████▍| 15147/16050 [2:44:31<07:10,  2.10it/s]
Training 3/3 epoch (loss 0.0008):  94%|█████████▍| 15148/16050 [2:44:31<08:42,  1.73it/s]
Training 3/3 epoch (loss 0.0408):  94%|█████████▍| 15148/16050 [2:44:32<08:42,  1.73it/s]
Training 3/3 epoch (loss 0.0408):  94%|█████████▍| 15149/16050 [2:44:32<07:57,  1.89it/s]
Training 3/3 epoch (loss 0.0009):  94%|█████████▍| 15149/16050 [2:44:32<07:57,  1.89it/s]
Training 3/3 epoch (loss 0.0009):  94%|█████████▍| 15150/16050 [2:44:32<08:15,  1.82it/s]
Training 3/3 epoch (loss 0.5110):  94%|█████████▍| 15150/16050 [2:44:33<08:15,  1.82it/s]
Training 3/3 epoch (loss 0.5110):  94%|█████████▍| 15151/16050 [2:44:33<07:36,  1.97it/s]
Training 3/3 epoch (loss 0.2599):  94%|█████████▍| 15151/16050 [2:44:33<07:36,  1.97it/s]
Training 3/3 epoch (loss 0.2599):  94%|█████████▍| 15152/16050 [2:44:33<08:03,  1.86it/s]
Training 3/3 epoch (loss 0.0031):  94%|█████████▍| 15152/16050 [2:44:34<08:03,  1.86it/s]
Training 3/3 epoch (loss 0.0031):  94%|█████████▍| 15153/16050 [2:44:34<07:39,  1.95it/s]
Training 3/3 epoch (loss 0.0038):  94%|█████████▍| 15153/16050 [2:44:34<07:39,  1.95it/s]
Training 3/3 epoch (loss 0.0038):  94%|█████████▍| 15154/16050 [2:44:34<07:25,  2.01it/s]
Training 3/3 epoch (loss 0.4770):  94%|█████████▍| 15154/16050 [2:44:35<07:25,  2.01it/s]
Training 3/3 epoch (loss 0.4770):  94%|█████████▍| 15155/16050 [2:44:35<08:12,  1.82it/s]
Training 3/3 epoch (loss 0.0001):  94%|█████████▍| 15155/16050 [2:44:35<08:12,  1.82it/s]
Training 3/3 epoch (loss 0.0001):  94%|█████████▍| 15156/16050 [2:44:35<08:34,  1.74it/s]
Training 3/3 epoch (loss 0.0477):  94%|█████████▍| 15156/16050 [2:44:36<08:34,  1.74it/s]
Training 3/3 epoch (loss 0.0477):  94%|█████████▍| 15157/16050 [2:44:36<07:39,  1.94it/s]
Training 3/3 epoch (loss 0.7001):  94%|█████████▍| 15157/16050 [2:44:36<07:39,  1.94it/s]
Training 3/3 epoch (loss 0.7001):  94%|█████████▍| 15158/16050 [2:44:36<08:05,  1.84it/s]
Training 3/3 epoch (loss 0.0432):  94%|█████████▍| 15158/16050 [2:44:37<08:05,  1.84it/s]
Training 3/3 epoch (loss 0.0432):  94%|█████████▍| 15159/16050 [2:44:37<08:32,  1.74it/s]
Training 3/3 epoch (loss 0.0299):  94%|█████████▍| 15159/16050 [2:44:38<08:32,  1.74it/s]
Training 3/3 epoch (loss 0.0299):  94%|█████████▍| 15160/16050 [2:44:38<08:20,  1.78it/s]
Training 3/3 epoch (loss 0.0350):  94%|█████████▍| 15160/16050 [2:44:38<08:20,  1.78it/s]
Training 3/3 epoch (loss 0.0350):  94%|█████████▍| 15161/16050 [2:44:38<08:12,  1.80it/s]
Training 3/3 epoch (loss 0.3525):  94%|█████████▍| 15161/16050 [2:44:39<08:12,  1.80it/s]
Training 3/3 epoch (loss 0.3525):  94%|█████████▍| 15162/16050 [2:44:39<08:28,  1.75it/s]
Training 3/3 epoch (loss 0.0193):  94%|█████████▍| 15162/16050 [2:44:39<08:28,  1.75it/s]
Training 3/3 epoch (loss 0.0193):  94%|█████████▍| 15163/16050 [2:44:39<07:47,  1.90it/s]
Training 3/3 epoch (loss 0.1398):  94%|█████████▍| 15163/16050 [2:44:40<07:47,  1.90it/s]
Training 3/3 epoch (loss 0.1398):  94%|█████████▍| 15164/16050 [2:44:40<08:54,  1.66it/s]
Training 3/3 epoch (loss 0.0125):  94%|█████████▍| 15164/16050 [2:44:40<08:54,  1.66it/s]
Training 3/3 epoch (loss 0.0125):  94%|█████████▍| 15165/16050 [2:44:40<08:41,  1.70it/s]
Training 3/3 epoch (loss 0.1148):  94%|█████████▍| 15165/16050 [2:44:41<08:41,  1.70it/s]
Training 3/3 epoch (loss 0.1148):  94%|█████████▍| 15166/16050 [2:44:41<07:43,  1.91it/s]
Training 3/3 epoch (loss 0.0559):  94%|█████████▍| 15166/16050 [2:44:41<07:43,  1.91it/s]
Training 3/3 epoch (loss 0.0559):  94%|█████████▍| 15167/16050 [2:44:41<08:11,  1.80it/s]
Training 3/3 epoch (loss 0.0001):  94%|█████████▍| 15167/16050 [2:44:42<08:11,  1.80it/s]
Training 3/3 epoch (loss 0.0001):  95%|█████████▍| 15168/16050 [2:44:42<07:48,  1.88it/s]
Training 3/3 epoch (loss 0.0148):  95%|█████████▍| 15168/16050 [2:44:43<07:48,  1.88it/s]
Training 3/3 epoch (loss 0.0148):  95%|█████████▍| 15169/16050 [2:44:43<09:50,  1.49it/s]
Training 3/3 epoch (loss 0.0008):  95%|█████████▍| 15169/16050 [2:44:43<09:50,  1.49it/s]
Training 3/3 epoch (loss 0.0008):  95%|█████████▍| 15170/16050 [2:44:43<09:15,  1.58it/s]
Training 3/3 epoch (loss 0.0597):  95%|█████████▍| 15170/16050 [2:44:44<09:15,  1.58it/s]
Training 3/3 epoch (loss 0.0597):  95%|█████████▍| 15171/16050 [2:44:44<08:17,  1.77it/s]
Training 3/3 epoch (loss 0.0034):  95%|█████████▍| 15171/16050 [2:44:44<08:17,  1.77it/s]
Training 3/3 epoch (loss 0.0034):  95%|█████████▍| 15172/16050 [2:44:44<08:34,  1.71it/s]
Training 3/3 epoch (loss 0.3421):  95%|█████████▍| 15172/16050 [2:44:45<08:34,  1.71it/s]
Training 3/3 epoch (loss 0.3421):  95%|█████████▍| 15173/16050 [2:44:45<07:50,  1.86it/s]
Training 3/3 epoch (loss 0.2326):  95%|█████████▍| 15173/16050 [2:44:45<07:50,  1.86it/s]
Training 3/3 epoch (loss 0.2326):  95%|█████████▍| 15174/16050 [2:44:45<07:18,  2.00it/s]
Training 3/3 epoch (loss 0.0054):  95%|█████████▍| 15174/16050 [2:44:46<07:18,  2.00it/s]
Training 3/3 epoch (loss 0.0054):  95%|█████████▍| 15175/16050 [2:44:46<07:25,  1.96it/s]
Training 3/3 epoch (loss 0.0053):  95%|█████████▍| 15175/16050 [2:44:46<07:25,  1.96it/s]
Training 3/3 epoch (loss 0.0053):  95%|█████████▍| 15176/16050 [2:44:46<07:13,  2.02it/s]
Training 3/3 epoch (loss 0.0089):  95%|█████████▍| 15176/16050 [2:44:47<07:13,  2.02it/s]
Training 3/3 epoch (loss 0.0089):  95%|█████████▍| 15177/16050 [2:44:47<06:31,  2.23it/s]
Training 3/3 epoch (loss 0.0008):  95%|█████████▍| 15177/16050 [2:44:47<06:31,  2.23it/s]
Training 3/3 epoch (loss 0.0008):  95%|█████████▍| 15178/16050 [2:44:47<06:07,  2.38it/s]
Training 3/3 epoch (loss 0.3765):  95%|█████████▍| 15178/16050 [2:44:47<06:07,  2.38it/s]
Training 3/3 epoch (loss 0.3765):  95%|█████████▍| 15179/16050 [2:44:47<05:44,  2.53it/s]
Training 3/3 epoch (loss 0.0079):  95%|█████████▍| 15179/16050 [2:44:48<05:44,  2.53it/s]
Training 3/3 epoch (loss 0.0079):  95%|█████████▍| 15180/16050 [2:44:48<06:17,  2.30it/s]
Training 3/3 epoch (loss 0.0173):  95%|█████████▍| 15180/16050 [2:44:48<06:17,  2.30it/s]
Training 3/3 epoch (loss 0.0173):  95%|█████████▍| 15181/16050 [2:44:48<06:10,  2.35it/s]
Training 3/3 epoch (loss 0.3331):  95%|█████████▍| 15181/16050 [2:44:49<06:10,  2.35it/s]
Training 3/3 epoch (loss 0.3331):  95%|█████████▍| 15182/16050 [2:44:49<06:05,  2.38it/s]
Training 3/3 epoch (loss 0.0206):  95%|█████████▍| 15182/16050 [2:44:49<06:05,  2.38it/s]
Training 3/3 epoch (loss 0.0206):  95%|█████████▍| 15183/16050 [2:44:49<05:58,  2.42it/s]
Training 3/3 epoch (loss 0.0021):  95%|█████████▍| 15183/16050 [2:44:50<05:58,  2.42it/s]
Training 3/3 epoch (loss 0.0021):  95%|█████████▍| 15184/16050 [2:44:50<06:27,  2.23it/s]
Training 3/3 epoch (loss 0.0233):  95%|█████████▍| 15184/16050 [2:44:50<06:27,  2.23it/s]
Training 3/3 epoch (loss 0.0233):  95%|█████████▍| 15185/16050 [2:44:50<07:24,  1.95it/s]
Training 3/3 epoch (loss 0.0026):  95%|█████████▍| 15185/16050 [2:44:51<07:24,  1.95it/s]
Training 3/3 epoch (loss 0.0026):  95%|█████████▍| 15186/16050 [2:44:51<08:40,  1.66it/s]
Training 3/3 epoch (loss 0.1772):  95%|█████████▍| 15186/16050 [2:44:53<08:40,  1.66it/s]
Training 3/3 epoch (loss 0.1772):  95%|█████████▍| 15187/16050 [2:44:53<15:44,  1.09s/it]
Training 3/3 epoch (loss 0.1940):  95%|█████████▍| 15187/16050 [2:44:54<15:44,  1.09s/it]
Training 3/3 epoch (loss 0.1940):  95%|█████████▍| 15188/16050 [2:44:54<12:47,  1.12it/s]
Training 3/3 epoch (loss 0.0155):  95%|█████████▍| 15188/16050 [2:44:55<12:47,  1.12it/s]
Training 3/3 epoch (loss 0.0155):  95%|█████████▍| 15189/16050 [2:44:55<13:09,  1.09it/s]
Training 3/3 epoch (loss 0.0002):  95%|█████████▍| 15189/16050 [2:44:55<13:09,  1.09it/s]
Training 3/3 epoch (loss 0.0002):  95%|█████████▍| 15190/16050 [2:44:55<11:03,  1.30it/s]
Training 3/3 epoch (loss 0.0087):  95%|█████████▍| 15190/16050 [2:44:56<11:03,  1.30it/s]
Training 3/3 epoch (loss 0.0087):  95%|█████████▍| 15191/16050 [2:44:56<11:39,  1.23it/s]
Training 3/3 epoch (loss 0.2059):  95%|█████████▍| 15191/16050 [2:44:57<11:39,  1.23it/s]
Training 3/3 epoch (loss 0.2059):  95%|█████████▍| 15192/16050 [2:44:57<10:03,  1.42it/s]
Training 3/3 epoch (loss 0.0248):  95%|█████████▍| 15192/16050 [2:44:57<10:03,  1.42it/s]
Training 3/3 epoch (loss 0.0248):  95%|█████████▍| 15193/16050 [2:44:57<09:16,  1.54it/s]
Training 3/3 epoch (loss 0.3898):  95%|█████████▍| 15193/16050 [2:44:58<09:16,  1.54it/s]
Training 3/3 epoch (loss 0.3898):  95%|█████████▍| 15194/16050 [2:44:58<08:31,  1.67it/s]
Training 3/3 epoch (loss 0.0006):  95%|█████████▍| 15194/16050 [2:44:58<08:31,  1.67it/s]
Training 3/3 epoch (loss 0.0006):  95%|█████████▍| 15195/16050 [2:44:58<08:46,  1.62it/s]
Training 3/3 epoch (loss 0.0121):  95%|█████████▍| 15195/16050 [2:44:59<08:46,  1.62it/s]
Training 3/3 epoch (loss 0.0121):  95%|█████████▍| 15196/16050 [2:44:59<08:47,  1.62it/s]
Training 3/3 epoch (loss 0.0065):  95%|█████████▍| 15196/16050 [2:44:59<08:47,  1.62it/s]
Training 3/3 epoch (loss 0.0065):  95%|█████████▍| 15197/16050 [2:44:59<08:30,  1.67it/s]
Training 3/3 epoch (loss 0.0095):  95%|█████████▍| 15197/16050 [2:45:00<08:30,  1.67it/s]
Training 3/3 epoch (loss 0.0095):  95%|█████████▍| 15198/16050 [2:45:00<08:16,  1.72it/s]
Training 3/3 epoch (loss 0.0020):  95%|█████████▍| 15198/16050 [2:45:00<08:16,  1.72it/s]
Training 3/3 epoch (loss 0.0020):  95%|█████████▍| 15199/16050 [2:45:00<08:06,  1.75it/s]
Training 3/3 epoch (loss 0.0512):  95%|█████████▍| 15199/16050 [2:45:01<08:06,  1.75it/s]
Training 3/3 epoch (loss 0.0512):  95%|█████████▍| 15200/16050 [2:45:01<08:19,  1.70it/s]
Training 3/3 epoch (loss 0.0019):  95%|█████████▍| 15200/16050 [2:45:02<08:19,  1.70it/s]
Training 3/3 epoch (loss 0.0019):  95%|█████████▍| 15201/16050 [2:45:02<08:48,  1.61it/s]
Training 3/3 epoch (loss 0.0001):  95%|█████████▍| 15201/16050 [2:45:02<08:48,  1.61it/s]
Training 3/3 epoch (loss 0.0001):  95%|█████████▍| 15202/16050 [2:45:02<08:06,  1.74it/s]
Training 3/3 epoch (loss 0.0014):  95%|█████████▍| 15202/16050 [2:45:03<08:06,  1.74it/s]
Training 3/3 epoch (loss 0.0014):  95%|█████████▍| 15203/16050 [2:45:03<07:24,  1.91it/s]
Training 3/3 epoch (loss 0.0709):  95%|█████████▍| 15203/16050 [2:45:03<07:24,  1.91it/s]
Training 3/3 epoch (loss 0.0709):  95%|█████████▍| 15204/16050 [2:45:03<06:45,  2.09it/s]
Training 3/3 epoch (loss 0.4202):  95%|█████████▍| 15204/16050 [2:45:03<06:45,  2.09it/s]
Training 3/3 epoch (loss 0.4202):  95%|█████████▍| 15205/16050 [2:45:03<06:43,  2.09it/s]
Training 3/3 epoch (loss 0.2039):  95%|█████████▍| 15205/16050 [2:45:04<06:43,  2.09it/s]
Training 3/3 epoch (loss 0.2039):  95%|█████████▍| 15206/16050 [2:45:04<06:22,  2.21it/s]
Training 3/3 epoch (loss 0.0003):  95%|█████████▍| 15206/16050 [2:45:04<06:22,  2.21it/s]
Training 3/3 epoch (loss 0.0003):  95%|█████████▍| 15207/16050 [2:45:04<06:15,  2.25it/s]
Training 3/3 epoch (loss 0.0017):  95%|█████████▍| 15207/16050 [2:45:05<06:15,  2.25it/s]
Training 3/3 epoch (loss 0.0017):  95%|█████████▍| 15208/16050 [2:45:05<07:12,  1.95it/s]
Training 3/3 epoch (loss 0.0009):  95%|█████████▍| 15208/16050 [2:45:05<07:12,  1.95it/s]
Training 3/3 epoch (loss 0.0009):  95%|█████████▍| 15209/16050 [2:45:05<06:49,  2.05it/s]
Training 3/3 epoch (loss 0.3604):  95%|█████████▍| 15209/16050 [2:45:06<06:49,  2.05it/s]
Training 3/3 epoch (loss 0.3604):  95%|█████████▍| 15210/16050 [2:45:06<06:25,  2.18it/s]
Training 3/3 epoch (loss 0.0655):  95%|█████████▍| 15210/16050 [2:45:06<06:25,  2.18it/s]
Training 3/3 epoch (loss 0.0655):  95%|█████████▍| 15211/16050 [2:45:06<06:22,  2.19it/s]
Training 3/3 epoch (loss 0.0845):  95%|█████████▍| 15211/16050 [2:45:09<06:22,  2.19it/s]
Training 3/3 epoch (loss 0.0845):  95%|█████████▍| 15212/16050 [2:45:09<14:14,  1.02s/it]
Training 3/3 epoch (loss 0.2285):  95%|█████████▍| 15212/16050 [2:45:11<14:14,  1.02s/it]
Training 3/3 epoch (loss 0.2285):  95%|█████████▍| 15213/16050 [2:45:11<19:56,  1.43s/it]
Training 3/3 epoch (loss 0.0128):  95%|█████████▍| 15213/16050 [2:45:11<19:56,  1.43s/it]
Training 3/3 epoch (loss 0.0128):  95%|█████████▍| 15214/16050 [2:45:11<15:38,  1.12s/it]
Training 3/3 epoch (loss 0.3093):  95%|█████████▍| 15214/16050 [2:45:12<15:38,  1.12s/it]
Training 3/3 epoch (loss 0.3093):  95%|█████████▍| 15215/16050 [2:45:12<12:23,  1.12it/s]
Training 3/3 epoch (loss 0.1855):  95%|█████████▍| 15215/16050 [2:45:12<12:23,  1.12it/s]
Training 3/3 epoch (loss 0.1855):  95%|█████████▍| 15216/16050 [2:45:12<10:40,  1.30it/s]
Training 3/3 epoch (loss 0.0030):  95%|█████████▍| 15216/16050 [2:45:13<10:40,  1.30it/s]
Training 3/3 epoch (loss 0.0030):  95%|█████████▍| 15217/16050 [2:45:13<09:08,  1.52it/s]
Training 3/3 epoch (loss 0.0263):  95%|█████████▍| 15217/16050 [2:45:14<09:08,  1.52it/s]
Training 3/3 epoch (loss 0.0263):  95%|█████████▍| 15218/16050 [2:45:14<10:17,  1.35it/s]
Training 3/3 epoch (loss 0.0000):  95%|█████████▍| 15218/16050 [2:45:14<10:17,  1.35it/s]
Training 3/3 epoch (loss 0.0000):  95%|█████████▍| 15219/16050 [2:45:14<08:57,  1.55it/s]
Training 3/3 epoch (loss 0.4825):  95%|█████████▍| 15219/16050 [2:45:14<08:57,  1.55it/s]
Training 3/3 epoch (loss 0.4825):  95%|█████████▍| 15220/16050 [2:45:14<07:55,  1.74it/s]
Training 3/3 epoch (loss 0.0452):  95%|█████████▍| 15220/16050 [2:45:15<07:55,  1.74it/s]
Training 3/3 epoch (loss 0.0452):  95%|█████████▍| 15221/16050 [2:45:15<07:44,  1.78it/s]
Training 3/3 epoch (loss 0.0002):  95%|█████████▍| 15221/16050 [2:45:15<07:44,  1.78it/s]
Training 3/3 epoch (loss 0.0002):  95%|█████████▍| 15222/16050 [2:45:15<07:03,  1.95it/s]
Training 3/3 epoch (loss 0.0255):  95%|█████████▍| 15222/16050 [2:45:16<07:03,  1.95it/s]
Training 3/3 epoch (loss 0.0255):  95%|█████████▍| 15223/16050 [2:45:16<07:29,  1.84it/s]
Training 3/3 epoch (loss 0.0103):  95%|█████████▍| 15223/16050 [2:45:17<07:29,  1.84it/s]
Training 3/3 epoch (loss 0.0103):  95%|█████████▍| 15224/16050 [2:45:17<07:56,  1.73it/s]
Training 3/3 epoch (loss 0.0090):  95%|█████████▍| 15224/16050 [2:45:17<07:56,  1.73it/s]
Training 3/3 epoch (loss 0.0090):  95%|█████████▍| 15225/16050 [2:45:17<08:10,  1.68it/s]
Training 3/3 epoch (loss 0.4715):  95%|█████████▍| 15225/16050 [2:45:18<08:10,  1.68it/s]
Training 3/3 epoch (loss 0.4715):  95%|█████████▍| 15226/16050 [2:45:18<07:36,  1.80it/s]
Training 3/3 epoch (loss 0.6243):  95%|█████████▍| 15226/16050 [2:45:18<07:36,  1.80it/s]
Training 3/3 epoch (loss 0.6243):  95%|█████████▍| 15227/16050 [2:45:18<07:01,  1.95it/s]
Training 3/3 epoch (loss 0.0196):  95%|█████████▍| 15227/16050 [2:45:19<07:01,  1.95it/s]
Training 3/3 epoch (loss 0.0196):  95%|█████████▍| 15228/16050 [2:45:19<06:50,  2.00it/s]
Training 3/3 epoch (loss 0.1900):  95%|█████████▍| 15228/16050 [2:45:19<06:50,  2.00it/s]
Training 3/3 epoch (loss 0.1900):  95%|█████████▍| 15229/16050 [2:45:19<06:28,  2.11it/s]
Training 3/3 epoch (loss 0.1964):  95%|█████████▍| 15229/16050 [2:45:20<06:28,  2.11it/s]
Training 3/3 epoch (loss 0.1964):  95%|█████████▍| 15230/16050 [2:45:20<08:38,  1.58it/s]
Training 3/3 epoch (loss 0.2602):  95%|█████████▍| 15230/16050 [2:45:20<08:38,  1.58it/s]
Training 3/3 epoch (loss 0.2602):  95%|█████████▍| 15231/16050 [2:45:20<07:57,  1.71it/s]
Training 3/3 epoch (loss 0.0017):  95%|█████████▍| 15231/16050 [2:45:21<07:57,  1.71it/s]
Training 3/3 epoch (loss 0.0017):  95%|█████████▍| 15232/16050 [2:45:21<07:11,  1.90it/s]
Training 3/3 epoch (loss 0.3622):  95%|█████████▍| 15232/16050 [2:45:21<07:11,  1.90it/s]
Training 3/3 epoch (loss 0.3622):  95%|█████████▍| 15233/16050 [2:45:21<06:57,  1.96it/s]
Training 3/3 epoch (loss 0.2443):  95%|█████████▍| 15233/16050 [2:45:22<06:57,  1.96it/s]
Training 3/3 epoch (loss 0.2443):  95%|█████████▍| 15234/16050 [2:45:22<07:32,  1.80it/s]
Training 3/3 epoch (loss 0.0179):  95%|█████████▍| 15234/16050 [2:45:22<07:32,  1.80it/s]
Training 3/3 epoch (loss 0.0179):  95%|█████████▍| 15235/16050 [2:45:22<07:09,  1.90it/s]
Training 3/3 epoch (loss 0.0521):  95%|█████████▍| 15235/16050 [2:45:23<07:09,  1.90it/s]
Training 3/3 epoch (loss 0.0521):  95%|█████████▍| 15236/16050 [2:45:23<06:29,  2.09it/s]
Training 3/3 epoch (loss 0.0009):  95%|█████████▍| 15236/16050 [2:45:23<06:29,  2.09it/s]
Training 3/3 epoch (loss 0.0009):  95%|█████████▍| 15237/16050 [2:45:23<06:20,  2.13it/s]
Training 3/3 epoch (loss 0.1166):  95%|█████████▍| 15237/16050 [2:45:24<06:20,  2.13it/s]
Training 3/3 epoch (loss 0.1166):  95%|█████████▍| 15238/16050 [2:45:24<06:52,  1.97it/s]
Training 3/3 epoch (loss 0.2079):  95%|█████████▍| 15238/16050 [2:45:24<06:52,  1.97it/s]
Training 3/3 epoch (loss 0.2079):  95%|█████████▍| 15239/16050 [2:45:24<06:28,  2.09it/s]
Training 3/3 epoch (loss 0.0366):  95%|█████████▍| 15239/16050 [2:45:25<06:28,  2.09it/s]
Training 3/3 epoch (loss 0.0366):  95%|█████████▍| 15240/16050 [2:45:25<06:22,  2.12it/s]
Training 3/3 epoch (loss 0.0031):  95%|█████████▍| 15240/16050 [2:45:25<06:22,  2.12it/s]
Training 3/3 epoch (loss 0.0031):  95%|█████████▍| 15241/16050 [2:45:25<06:08,  2.19it/s]
Training 3/3 epoch (loss 0.2871):  95%|█████████▍| 15241/16050 [2:45:26<06:08,  2.19it/s]
Training 3/3 epoch (loss 0.2871):  95%|█████████▍| 15242/16050 [2:45:26<06:25,  2.10it/s]
Training 3/3 epoch (loss 0.2446):  95%|█████████▍| 15242/16050 [2:45:26<06:25,  2.10it/s]
Training 3/3 epoch (loss 0.2446):  95%|█████████▍| 15243/16050 [2:45:26<06:50,  1.97it/s]
Training 3/3 epoch (loss 0.3857):  95%|█████████▍| 15243/16050 [2:45:28<06:50,  1.97it/s]
Training 3/3 epoch (loss 0.3857):  95%|█████████▍| 15244/16050 [2:45:28<10:10,  1.32it/s]
Training 3/3 epoch (loss 0.0052):  95%|█████████▍| 15244/16050 [2:45:28<10:10,  1.32it/s]
Training 3/3 epoch (loss 0.0052):  95%|█████████▍| 15245/16050 [2:45:28<09:23,  1.43it/s]
Training 3/3 epoch (loss 0.0044):  95%|█████████▍| 15245/16050 [2:45:29<09:23,  1.43it/s]
Training 3/3 epoch (loss 0.0044):  95%|█████████▍| 15246/16050 [2:45:29<09:16,  1.44it/s]
Training 3/3 epoch (loss 0.3612):  95%|█████████▍| 15246/16050 [2:45:31<09:16,  1.44it/s]
Training 3/3 epoch (loss 0.3612):  95%|█████████▍| 15247/16050 [2:45:31<15:55,  1.19s/it]
Training 3/3 epoch (loss 0.0016):  95%|█████████▍| 15247/16050 [2:45:32<15:55,  1.19s/it]
Training 3/3 epoch (loss 0.0016):  95%|█████████▌| 15248/16050 [2:45:32<12:53,  1.04it/s]
Training 3/3 epoch (loss 0.0555):  95%|█████████▌| 15248/16050 [2:45:32<12:53,  1.04it/s]
Training 3/3 epoch (loss 0.0555):  95%|█████████▌| 15249/16050 [2:45:32<11:42,  1.14it/s]
Training 3/3 epoch (loss 0.0019):  95%|█████████▌| 15249/16050 [2:45:33<11:42,  1.14it/s]
Training 3/3 epoch (loss 0.0019):  95%|█████████▌| 15250/16050 [2:45:33<11:23,  1.17it/s]
Training 3/3 epoch (loss 0.2113):  95%|█████████▌| 15250/16050 [2:45:35<11:23,  1.17it/s]
Training 3/3 epoch (loss 0.2113):  95%|█████████▌| 15251/16050 [2:45:35<16:57,  1.27s/it]
Training 3/3 epoch (loss 0.0030):  95%|█████████▌| 15251/16050 [2:45:36<16:57,  1.27s/it]
Training 3/3 epoch (loss 0.0030):  95%|█████████▌| 15252/16050 [2:45:36<14:26,  1.09s/it]
Training 3/3 epoch (loss 0.0055):  95%|█████████▌| 15252/16050 [2:45:36<14:26,  1.09s/it]
Training 3/3 epoch (loss 0.0055):  95%|█████████▌| 15253/16050 [2:45:36<11:46,  1.13it/s]
Training 3/3 epoch (loss 0.1729):  95%|█████████▌| 15253/16050 [2:45:37<11:46,  1.13it/s]
Training 3/3 epoch (loss 0.1729):  95%|█████████▌| 15254/16050 [2:45:37<10:04,  1.32it/s]
Training 3/3 epoch (loss 0.1788):  95%|█████████▌| 15254/16050 [2:45:37<10:04,  1.32it/s]
Training 3/3 epoch (loss 0.1788):  95%|█████████▌| 15255/16050 [2:45:37<08:44,  1.52it/s]
Training 3/3 epoch (loss 0.0401):  95%|█████████▌| 15255/16050 [2:45:38<08:44,  1.52it/s]
Training 3/3 epoch (loss 0.0401):  95%|█████████▌| 15256/16050 [2:45:38<08:06,  1.63it/s]
Training 3/3 epoch (loss 0.0301):  95%|█████████▌| 15256/16050 [2:45:38<08:06,  1.63it/s]
Training 3/3 epoch (loss 0.0301):  95%|█████████▌| 15257/16050 [2:45:38<08:16,  1.60it/s]
Training 3/3 epoch (loss 0.0024):  95%|█████████▌| 15257/16050 [2:45:39<08:16,  1.60it/s]
Training 3/3 epoch (loss 0.0024):  95%|█████████▌| 15258/16050 [2:45:39<07:15,  1.82it/s]
Training 3/3 epoch (loss 0.0099):  95%|█████████▌| 15258/16050 [2:45:39<07:15,  1.82it/s]
Training 3/3 epoch (loss 0.0099):  95%|█████████▌| 15259/16050 [2:45:39<07:36,  1.73it/s]
Training 3/3 epoch (loss 0.1113):  95%|█████████▌| 15259/16050 [2:45:40<07:36,  1.73it/s]
Training 3/3 epoch (loss 0.1113):  95%|█████████▌| 15260/16050 [2:45:40<07:56,  1.66it/s]
Training 3/3 epoch (loss 0.0165):  95%|█████████▌| 15260/16050 [2:45:41<07:56,  1.66it/s]
Training 3/3 epoch (loss 0.0165):  95%|█████████▌| 15261/16050 [2:45:41<07:32,  1.75it/s]
Training 3/3 epoch (loss 0.3566):  95%|█████████▌| 15261/16050 [2:45:41<07:32,  1.75it/s]
Training 3/3 epoch (loss 0.3566):  95%|█████████▌| 15262/16050 [2:45:41<06:52,  1.91it/s]
Training 3/3 epoch (loss 0.3726):  95%|█████████▌| 15262/16050 [2:45:42<06:52,  1.91it/s]
Training 3/3 epoch (loss 0.3726):  95%|█████████▌| 15263/16050 [2:45:42<07:05,  1.85it/s]
Training 3/3 epoch (loss 0.0000):  95%|█████████▌| 15263/16050 [2:45:42<07:05,  1.85it/s]
Training 3/3 epoch (loss 0.0000):  95%|█████████▌| 15264/16050 [2:45:42<06:49,  1.92it/s]
Training 3/3 epoch (loss 0.0241):  95%|█████████▌| 15264/16050 [2:45:43<06:49,  1.92it/s]
Training 3/3 epoch (loss 0.0241):  95%|█████████▌| 15265/16050 [2:45:43<06:23,  2.05it/s]
Training 3/3 epoch (loss 0.3426):  95%|█████████▌| 15265/16050 [2:45:43<06:23,  2.05it/s]
Training 3/3 epoch (loss 0.3426):  95%|█████████▌| 15266/16050 [2:45:43<05:47,  2.26it/s]
Training 3/3 epoch (loss 0.3279):  95%|█████████▌| 15266/16050 [2:45:43<05:47,  2.26it/s]
Training 3/3 epoch (loss 0.3279):  95%|█████████▌| 15267/16050 [2:45:43<06:27,  2.02it/s]
Training 3/3 epoch (loss 0.0564):  95%|█████████▌| 15267/16050 [2:45:44<06:27,  2.02it/s]
Training 3/3 epoch (loss 0.0564):  95%|█████████▌| 15268/16050 [2:45:44<06:16,  2.08it/s]
Training 3/3 epoch (loss 0.1531):  95%|█████████▌| 15268/16050 [2:45:44<06:16,  2.08it/s]
Training 3/3 epoch (loss 0.1531):  95%|█████████▌| 15269/16050 [2:45:44<06:25,  2.03it/s]
Training 3/3 epoch (loss 0.4277):  95%|█████████▌| 15269/16050 [2:45:45<06:25,  2.03it/s]
Training 3/3 epoch (loss 0.4277):  95%|█████████▌| 15270/16050 [2:45:45<06:02,  2.15it/s]
Training 3/3 epoch (loss 0.2393):  95%|█████████▌| 15270/16050 [2:45:47<06:02,  2.15it/s]
Training 3/3 epoch (loss 0.2393):  95%|█████████▌| 15271/16050 [2:45:47<12:54,  1.01it/s]
Training 3/3 epoch (loss 0.0002):  95%|█████████▌| 15271/16050 [2:45:47<12:54,  1.01it/s]
Training 3/3 epoch (loss 0.0002):  95%|█████████▌| 15272/16050 [2:45:47<10:39,  1.22it/s]
Training 3/3 epoch (loss 0.3771):  95%|█████████▌| 15272/16050 [2:45:48<10:39,  1.22it/s]
Training 3/3 epoch (loss 0.3771):  95%|█████████▌| 15273/16050 [2:45:48<09:49,  1.32it/s]
Training 3/3 epoch (loss 0.0000):  95%|█████████▌| 15273/16050 [2:45:49<09:49,  1.32it/s]
Training 3/3 epoch (loss 0.0000):  95%|█████████▌| 15274/16050 [2:45:49<08:29,  1.52it/s]
Training 3/3 epoch (loss 0.3305):  95%|█████████▌| 15274/16050 [2:45:49<08:29,  1.52it/s]
Training 3/3 epoch (loss 0.3305):  95%|█████████▌| 15275/16050 [2:45:49<08:11,  1.58it/s]
Training 3/3 epoch (loss 0.0730):  95%|█████████▌| 15275/16050 [2:45:50<08:11,  1.58it/s]
Training 3/3 epoch (loss 0.0730):  95%|█████████▌| 15276/16050 [2:45:50<07:32,  1.71it/s]
Training 3/3 epoch (loss 0.0081):  95%|█████████▌| 15276/16050 [2:45:50<07:32,  1.71it/s]
Training 3/3 epoch (loss 0.0081):  95%|█████████▌| 15277/16050 [2:45:50<07:36,  1.69it/s]
Training 3/3 epoch (loss 0.0048):  95%|█████████▌| 15277/16050 [2:45:51<07:36,  1.69it/s]
Training 3/3 epoch (loss 0.0048):  95%|█████████▌| 15278/16050 [2:45:51<07:21,  1.75it/s]
Training 3/3 epoch (loss 0.0010):  95%|█████████▌| 15278/16050 [2:45:52<07:21,  1.75it/s]
Training 3/3 epoch (loss 0.0010):  95%|█████████▌| 15279/16050 [2:45:52<08:26,  1.52it/s]
Training 3/3 epoch (loss 0.0005):  95%|█████████▌| 15279/16050 [2:45:52<08:26,  1.52it/s]
Training 3/3 epoch (loss 0.0005):  95%|█████████▌| 15280/16050 [2:45:52<07:45,  1.65it/s]
Training 3/3 epoch (loss 0.0033):  95%|█████████▌| 15280/16050 [2:45:52<07:45,  1.65it/s]
Training 3/3 epoch (loss 0.0033):  95%|█████████▌| 15281/16050 [2:45:52<06:46,  1.89it/s]
Training 3/3 epoch (loss 0.2960):  95%|█████████▌| 15281/16050 [2:45:53<06:46,  1.89it/s]
Training 3/3 epoch (loss 0.2960):  95%|█████████▌| 15282/16050 [2:45:53<07:25,  1.72it/s]
Training 3/3 epoch (loss 0.0038):  95%|█████████▌| 15282/16050 [2:45:53<07:25,  1.72it/s]
Training 3/3 epoch (loss 0.0038):  95%|█████████▌| 15283/16050 [2:45:53<06:42,  1.91it/s]
Training 3/3 epoch (loss 0.0069):  95%|█████████▌| 15283/16050 [2:45:54<06:42,  1.91it/s]
Training 3/3 epoch (loss 0.0069):  95%|█████████▌| 15284/16050 [2:45:54<07:19,  1.74it/s]
Training 3/3 epoch (loss 0.0311):  95%|█████████▌| 15284/16050 [2:45:55<07:19,  1.74it/s]
Training 3/3 epoch (loss 0.0311):  95%|█████████▌| 15285/16050 [2:45:55<07:29,  1.70it/s]
Training 3/3 epoch (loss 0.4233):  95%|█████████▌| 15285/16050 [2:45:56<07:29,  1.70it/s]
Training 3/3 epoch (loss 0.4233):  95%|█████████▌| 15286/16050 [2:45:56<08:28,  1.50it/s]
Training 3/3 epoch (loss 0.0034):  95%|█████████▌| 15286/16050 [2:45:56<08:28,  1.50it/s]
Training 3/3 epoch (loss 0.0034):  95%|█████████▌| 15287/16050 [2:45:56<07:27,  1.71it/s]
Training 3/3 epoch (loss 0.2570):  95%|█████████▌| 15287/16050 [2:45:56<07:27,  1.71it/s]
Training 3/3 epoch (loss 0.2570):  95%|█████████▌| 15288/16050 [2:45:56<06:46,  1.88it/s]
Training 3/3 epoch (loss 0.0149):  95%|█████████▌| 15288/16050 [2:45:57<06:46,  1.88it/s]
Training 3/3 epoch (loss 0.0149):  95%|█████████▌| 15289/16050 [2:45:57<07:13,  1.76it/s]
Training 3/3 epoch (loss 0.2505):  95%|█████████▌| 15289/16050 [2:45:58<07:13,  1.76it/s]
Training 3/3 epoch (loss 0.2505):  95%|█████████▌| 15290/16050 [2:45:58<07:03,  1.79it/s]
Training 3/3 epoch (loss 0.1887):  95%|█████████▌| 15290/16050 [2:45:58<07:03,  1.79it/s]
Training 3/3 epoch (loss 0.1887):  95%|█████████▌| 15291/16050 [2:45:58<06:32,  1.93it/s]
Training 3/3 epoch (loss 0.0106):  95%|█████████▌| 15291/16050 [2:45:59<06:32,  1.93it/s]
Training 3/3 epoch (loss 0.0106):  95%|█████████▌| 15292/16050 [2:45:59<08:54,  1.42it/s]
Training 3/3 epoch (loss 0.2135):  95%|█████████▌| 15292/16050 [2:46:00<08:54,  1.42it/s]
Training 3/3 epoch (loss 0.2135):  95%|█████████▌| 15293/16050 [2:46:00<08:44,  1.44it/s]
Training 3/3 epoch (loss 0.0327):  95%|█████████▌| 15293/16050 [2:46:00<08:44,  1.44it/s]
Training 3/3 epoch (loss 0.0327):  95%|█████████▌| 15294/16050 [2:46:00<08:20,  1.51it/s]
Training 3/3 epoch (loss 0.0229):  95%|█████████▌| 15294/16050 [2:46:01<08:20,  1.51it/s]
Training 3/3 epoch (loss 0.0229):  95%|█████████▌| 15295/16050 [2:46:01<08:21,  1.51it/s]
Training 3/3 epoch (loss 0.0232):  95%|█████████▌| 15295/16050 [2:46:02<08:21,  1.51it/s]
Training 3/3 epoch (loss 0.0232):  95%|█████████▌| 15296/16050 [2:46:02<07:51,  1.60it/s]
Training 3/3 epoch (loss 0.0058):  95%|█████████▌| 15296/16050 [2:46:02<07:51,  1.60it/s]
Training 3/3 epoch (loss 0.0058):  95%|█████████▌| 15297/16050 [2:46:02<07:13,  1.74it/s]
Training 3/3 epoch (loss 0.2214):  95%|█████████▌| 15297/16050 [2:46:03<07:13,  1.74it/s]
Training 3/3 epoch (loss 0.2214):  95%|█████████▌| 15298/16050 [2:46:03<06:29,  1.93it/s]
Training 3/3 epoch (loss 0.2055):  95%|█████████▌| 15298/16050 [2:46:03<06:29,  1.93it/s]
Training 3/3 epoch (loss 0.2055):  95%|█████████▌| 15299/16050 [2:46:03<06:44,  1.86it/s]
Training 3/3 epoch (loss 0.5892):  95%|█████████▌| 15299/16050 [2:46:03<06:44,  1.86it/s]
Training 3/3 epoch (loss 0.5892):  95%|█████████▌| 15300/16050 [2:46:03<06:12,  2.01it/s]
Training 3/3 epoch (loss 0.0047):  95%|█████████▌| 15300/16050 [2:46:04<06:12,  2.01it/s]
Training 3/3 epoch (loss 0.0047):  95%|█████████▌| 15301/16050 [2:46:04<06:40,  1.87it/s]
Training 3/3 epoch (loss 0.0457):  95%|█████████▌| 15301/16050 [2:46:05<06:40,  1.87it/s]
Training 3/3 epoch (loss 0.0457):  95%|█████████▌| 15302/16050 [2:46:05<06:45,  1.85it/s]
Training 3/3 epoch (loss 0.0011):  95%|█████████▌| 15302/16050 [2:46:05<06:45,  1.85it/s]
Training 3/3 epoch (loss 0.0011):  95%|█████████▌| 15303/16050 [2:46:05<06:35,  1.89it/s]
Training 3/3 epoch (loss 0.0300):  95%|█████████▌| 15303/16050 [2:46:06<06:35,  1.89it/s]
Training 3/3 epoch (loss 0.0300):  95%|█████████▌| 15304/16050 [2:46:06<07:04,  1.76it/s]
Training 3/3 epoch (loss 0.0060):  95%|█████████▌| 15304/16050 [2:46:06<07:04,  1.76it/s]
Training 3/3 epoch (loss 0.0060):  95%|█████████▌| 15305/16050 [2:46:06<07:14,  1.72it/s]
Training 3/3 epoch (loss 0.0950):  95%|█████████▌| 15305/16050 [2:46:07<07:14,  1.72it/s]
Training 3/3 epoch (loss 0.0950):  95%|█████████▌| 15306/16050 [2:46:07<07:41,  1.61it/s]
Training 3/3 epoch (loss 0.0011):  95%|█████████▌| 15306/16050 [2:46:08<07:41,  1.61it/s]
Training 3/3 epoch (loss 0.0011):  95%|█████████▌| 15307/16050 [2:46:08<07:18,  1.69it/s]
Training 3/3 epoch (loss 0.0238):  95%|█████████▌| 15307/16050 [2:46:08<07:18,  1.69it/s]
Training 3/3 epoch (loss 0.0238):  95%|█████████▌| 15308/16050 [2:46:08<07:25,  1.67it/s]
Training 3/3 epoch (loss 0.0037):  95%|█████████▌| 15308/16050 [2:46:09<07:25,  1.67it/s]
Training 3/3 epoch (loss 0.0037):  95%|█████████▌| 15309/16050 [2:46:09<06:48,  1.81it/s]
Training 3/3 epoch (loss 0.0396):  95%|█████████▌| 15309/16050 [2:46:09<06:48,  1.81it/s]
Training 3/3 epoch (loss 0.0396):  95%|█████████▌| 15310/16050 [2:46:09<06:18,  1.95it/s]
Training 3/3 epoch (loss 0.0009):  95%|█████████▌| 15310/16050 [2:46:10<06:18,  1.95it/s]
Training 3/3 epoch (loss 0.0009):  95%|█████████▌| 15311/16050 [2:46:10<05:52,  2.10it/s]
Training 3/3 epoch (loss 0.0130):  95%|█████████▌| 15311/16050 [2:46:10<05:52,  2.10it/s]
Training 3/3 epoch (loss 0.0130):  95%|█████████▌| 15312/16050 [2:46:10<06:02,  2.03it/s]
Training 3/3 epoch (loss 0.0001):  95%|█████████▌| 15312/16050 [2:46:10<06:02,  2.03it/s]
Training 3/3 epoch (loss 0.0001):  95%|█████████▌| 15313/16050 [2:46:10<05:30,  2.23it/s]
Training 3/3 epoch (loss 0.6994):  95%|█████████▌| 15313/16050 [2:46:11<05:30,  2.23it/s]
Training 3/3 epoch (loss 0.6994):  95%|█████████▌| 15314/16050 [2:46:11<05:22,  2.28it/s]
Training 3/3 epoch (loss 0.0001):  95%|█████████▌| 15314/16050 [2:46:11<05:22,  2.28it/s]
Training 3/3 epoch (loss 0.0001):  95%|█████████▌| 15315/16050 [2:46:11<05:03,  2.42it/s]
Training 3/3 epoch (loss 0.0004):  95%|█████████▌| 15315/16050 [2:46:12<05:03,  2.42it/s]
Training 3/3 epoch (loss 0.0004):  95%|█████████▌| 15316/16050 [2:46:12<05:01,  2.43it/s]
Training 3/3 epoch (loss 0.0271):  95%|█████████▌| 15316/16050 [2:46:12<05:01,  2.43it/s]
Training 3/3 epoch (loss 0.0271):  95%|█████████▌| 15317/16050 [2:46:12<05:00,  2.44it/s]
Training 3/3 epoch (loss 0.2937):  95%|█████████▌| 15317/16050 [2:46:13<05:00,  2.44it/s]
Training 3/3 epoch (loss 0.2937):  95%|█████████▌| 15318/16050 [2:46:13<05:44,  2.13it/s]
Training 3/3 epoch (loss 0.0086):  95%|█████████▌| 15318/16050 [2:46:13<05:44,  2.13it/s]
Training 3/3 epoch (loss 0.0086):  95%|█████████▌| 15319/16050 [2:46:13<05:50,  2.08it/s]
Training 3/3 epoch (loss 0.0028):  95%|█████████▌| 15319/16050 [2:46:14<05:50,  2.08it/s]
Training 3/3 epoch (loss 0.0028):  95%|█████████▌| 15320/16050 [2:46:14<06:01,  2.02it/s]
Training 3/3 epoch (loss 0.1986):  95%|█████████▌| 15320/16050 [2:46:14<06:01,  2.02it/s]
Training 3/3 epoch (loss 0.1986):  95%|█████████▌| 15321/16050 [2:46:14<06:07,  1.99it/s]
Training 3/3 epoch (loss 0.2439):  95%|█████████▌| 15321/16050 [2:46:15<06:07,  1.99it/s]
Training 3/3 epoch (loss 0.2439):  95%|█████████▌| 15322/16050 [2:46:15<05:52,  2.07it/s]
Training 3/3 epoch (loss 0.0418):  95%|█████████▌| 15322/16050 [2:46:15<05:52,  2.07it/s]
Training 3/3 epoch (loss 0.0418):  95%|█████████▌| 15323/16050 [2:46:15<06:03,  2.00it/s]
Training 3/3 epoch (loss 0.1924):  95%|█████████▌| 15323/16050 [2:46:16<06:03,  2.00it/s]
Training 3/3 epoch (loss 0.1924):  95%|█████████▌| 15324/16050 [2:46:16<05:42,  2.12it/s]
Training 3/3 epoch (loss 0.0021):  95%|█████████▌| 15324/16050 [2:46:16<05:42,  2.12it/s]
Training 3/3 epoch (loss 0.0021):  95%|█████████▌| 15325/16050 [2:46:16<05:54,  2.04it/s]
Training 3/3 epoch (loss 0.0281):  95%|█████████▌| 15325/16050 [2:46:17<05:54,  2.04it/s]
Training 3/3 epoch (loss 0.0281):  95%|█████████▌| 15326/16050 [2:46:17<06:53,  1.75it/s]
Training 3/3 epoch (loss 0.0250):  95%|█████████▌| 15326/16050 [2:46:17<06:53,  1.75it/s]
Training 3/3 epoch (loss 0.0250):  95%|█████████▌| 15327/16050 [2:46:17<06:48,  1.77it/s]
Training 3/3 epoch (loss 0.0323):  95%|█████████▌| 15327/16050 [2:46:18<06:48,  1.77it/s]
Training 3/3 epoch (loss 0.0323):  96%|█████████▌| 15328/16050 [2:46:18<07:07,  1.69it/s]
Training 3/3 epoch (loss 0.3130):  96%|█████████▌| 15328/16050 [2:46:18<07:07,  1.69it/s]
Training 3/3 epoch (loss 0.3130):  96%|█████████▌| 15329/16050 [2:46:18<06:32,  1.84it/s]
Training 3/3 epoch (loss 0.1170):  96%|█████████▌| 15329/16050 [2:46:19<06:32,  1.84it/s]
Training 3/3 epoch (loss 0.1170):  96%|█████████▌| 15330/16050 [2:46:19<06:15,  1.92it/s]
Training 3/3 epoch (loss 0.0001):  96%|█████████▌| 15330/16050 [2:46:19<06:15,  1.92it/s]
Training 3/3 epoch (loss 0.0001):  96%|█████████▌| 15331/16050 [2:46:19<05:47,  2.07it/s]
Training 3/3 epoch (loss 0.1326):  96%|█████████▌| 15331/16050 [2:46:20<05:47,  2.07it/s]
Training 3/3 epoch (loss 0.1326):  96%|█████████▌| 15332/16050 [2:46:20<05:18,  2.25it/s]
Training 3/3 epoch (loss 0.3780):  96%|█████████▌| 15332/16050 [2:46:20<05:18,  2.25it/s]
Training 3/3 epoch (loss 0.3780):  96%|█████████▌| 15333/16050 [2:46:20<05:08,  2.32it/s]
Training 3/3 epoch (loss 0.0007):  96%|█████████▌| 15333/16050 [2:46:21<05:08,  2.32it/s]
Training 3/3 epoch (loss 0.0007):  96%|█████████▌| 15334/16050 [2:46:21<06:10,  1.93it/s]
Training 3/3 epoch (loss 0.2589):  96%|█████████▌| 15334/16050 [2:46:21<06:10,  1.93it/s]
Training 3/3 epoch (loss 0.2589):  96%|█████████▌| 15335/16050 [2:46:21<05:39,  2.11it/s]
Training 3/3 epoch (loss 0.4304):  96%|█████████▌| 15335/16050 [2:46:22<05:39,  2.11it/s]
Training 3/3 epoch (loss 0.4304):  96%|█████████▌| 15336/16050 [2:46:22<05:10,  2.30it/s]
Training 3/3 epoch (loss 0.0247):  96%|█████████▌| 15336/16050 [2:46:22<05:10,  2.30it/s]
Training 3/3 epoch (loss 0.0247):  96%|█████████▌| 15337/16050 [2:46:22<06:04,  1.96it/s]
Training 3/3 epoch (loss 0.0116):  96%|█████████▌| 15337/16050 [2:46:23<06:04,  1.96it/s]
Training 3/3 epoch (loss 0.0116):  96%|█████████▌| 15338/16050 [2:46:23<05:40,  2.09it/s]
Training 3/3 epoch (loss 0.0329):  96%|█████████▌| 15338/16050 [2:46:23<05:40,  2.09it/s]
Training 3/3 epoch (loss 0.0329):  96%|█████████▌| 15339/16050 [2:46:23<06:13,  1.90it/s]
Training 3/3 epoch (loss 0.0139):  96%|█████████▌| 15339/16050 [2:46:24<06:13,  1.90it/s]
Training 3/3 epoch (loss 0.0139):  96%|█████████▌| 15340/16050 [2:46:24<05:58,  1.98it/s]
Training 3/3 epoch (loss 0.4193):  96%|█████████▌| 15340/16050 [2:46:24<05:58,  1.98it/s]
Training 3/3 epoch (loss 0.4193):  96%|█████████▌| 15341/16050 [2:46:24<06:16,  1.88it/s]
Training 3/3 epoch (loss 0.1405):  96%|█████████▌| 15341/16050 [2:46:25<06:16,  1.88it/s]
Training 3/3 epoch (loss 0.1405):  96%|█████████▌| 15342/16050 [2:46:25<05:36,  2.10it/s]
Training 3/3 epoch (loss 0.0019):  96%|█████████▌| 15342/16050 [2:46:25<05:36,  2.10it/s]
Training 3/3 epoch (loss 0.0019):  96%|█████████▌| 15343/16050 [2:46:25<06:04,  1.94it/s]
Training 3/3 epoch (loss 0.1974):  96%|█████████▌| 15343/16050 [2:46:26<06:04,  1.94it/s]
Training 3/3 epoch (loss 0.1974):  96%|█████████▌| 15344/16050 [2:46:26<05:54,  1.99it/s]
Training 3/3 epoch (loss 0.0692):  96%|█████████▌| 15344/16050 [2:46:26<05:54,  1.99it/s]
Training 3/3 epoch (loss 0.0692):  96%|█████████▌| 15345/16050 [2:46:26<05:37,  2.09it/s]
Training 3/3 epoch (loss 0.0375):  96%|█████████▌| 15345/16050 [2:46:27<05:37,  2.09it/s]
Training 3/3 epoch (loss 0.0375):  96%|█████████▌| 15346/16050 [2:46:27<06:06,  1.92it/s]
Training 3/3 epoch (loss 0.2046):  96%|█████████▌| 15346/16050 [2:46:27<06:06,  1.92it/s]
Training 3/3 epoch (loss 0.2046):  96%|█████████▌| 15347/16050 [2:46:27<05:45,  2.04it/s]
Training 3/3 epoch (loss 0.0131):  96%|█████████▌| 15347/16050 [2:46:28<05:45,  2.04it/s]
Training 3/3 epoch (loss 0.0131):  96%|█████████▌| 15348/16050 [2:46:28<06:59,  1.67it/s]
Training 3/3 epoch (loss 0.0805):  96%|█████████▌| 15348/16050 [2:46:29<06:59,  1.67it/s]
Training 3/3 epoch (loss 0.0805):  96%|█████████▌| 15349/16050 [2:46:29<06:55,  1.69it/s]
Training 3/3 epoch (loss 0.2111):  96%|█████████▌| 15349/16050 [2:46:29<06:55,  1.69it/s]
Training 3/3 epoch (loss 0.2111):  96%|█████████▌| 15350/16050 [2:46:29<06:03,  1.93it/s]
Training 3/3 epoch (loss 0.0211):  96%|█████████▌| 15350/16050 [2:46:30<06:03,  1.93it/s]
Training 3/3 epoch (loss 0.0211):  96%|█████████▌| 15351/16050 [2:46:30<06:23,  1.82it/s]
Training 3/3 epoch (loss 0.0057):  96%|█████████▌| 15351/16050 [2:46:30<06:23,  1.82it/s]
Training 3/3 epoch (loss 0.0057):  96%|█████████▌| 15352/16050 [2:46:30<06:32,  1.78it/s]
Training 3/3 epoch (loss 0.0023):  96%|█████████▌| 15352/16050 [2:46:31<06:32,  1.78it/s]
Training 3/3 epoch (loss 0.0023):  96%|█████████▌| 15353/16050 [2:46:31<06:56,  1.68it/s]
Training 3/3 epoch (loss 0.0118):  96%|█████████▌| 15353/16050 [2:46:31<06:56,  1.68it/s]
Training 3/3 epoch (loss 0.0118):  96%|█████████▌| 15354/16050 [2:46:31<06:26,  1.80it/s]
Training 3/3 epoch (loss 0.2600):  96%|█████████▌| 15354/16050 [2:46:32<06:26,  1.80it/s]
Training 3/3 epoch (loss 0.2600):  96%|█████████▌| 15355/16050 [2:46:32<06:36,  1.75it/s]
Training 3/3 epoch (loss 0.0002):  96%|█████████▌| 15355/16050 [2:46:32<06:36,  1.75it/s]
Training 3/3 epoch (loss 0.0002):  96%|█████████▌| 15356/16050 [2:46:32<05:59,  1.93it/s]
Training 3/3 epoch (loss 0.4197):  96%|█████████▌| 15356/16050 [2:46:33<05:59,  1.93it/s]
Training 3/3 epoch (loss 0.4197):  96%|█████████▌| 15357/16050 [2:46:33<05:23,  2.14it/s]
Training 3/3 epoch (loss 0.0109):  96%|█████████▌| 15357/16050 [2:46:33<05:23,  2.14it/s]
Training 3/3 epoch (loss 0.0109):  96%|█████████▌| 15358/16050 [2:46:33<05:37,  2.05it/s]
Training 3/3 epoch (loss 0.4024):  96%|█████████▌| 15358/16050 [2:46:34<05:37,  2.05it/s]
Training 3/3 epoch (loss 0.4024):  96%|█████████▌| 15359/16050 [2:46:34<05:57,  1.93it/s]
Training 3/3 epoch (loss 0.3970):  96%|█████████▌| 15359/16050 [2:46:34<05:57,  1.93it/s]
Training 3/3 epoch (loss 0.3970):  96%|█████████▌| 15360/16050 [2:46:34<05:37,  2.05it/s]
Training 3/3 epoch (loss 0.0419):  96%|█████████▌| 15360/16050 [2:46:35<05:37,  2.05it/s]
Training 3/3 epoch (loss 0.0419):  96%|█████████▌| 15361/16050 [2:46:35<06:25,  1.79it/s]
Training 3/3 epoch (loss 0.0018):  96%|█████████▌| 15361/16050 [2:46:35<06:25,  1.79it/s]
Training 3/3 epoch (loss 0.0018):  96%|█████████▌| 15362/16050 [2:46:35<06:06,  1.88it/s]
Training 3/3 epoch (loss 0.0002):  96%|█████████▌| 15362/16050 [2:46:36<06:06,  1.88it/s]
Training 3/3 epoch (loss 0.0002):  96%|█████████▌| 15363/16050 [2:46:36<06:34,  1.74it/s]
Training 3/3 epoch (loss 0.4967):  96%|█████████▌| 15363/16050 [2:46:37<06:34,  1.74it/s]
Training 3/3 epoch (loss 0.4967):  96%|█████████▌| 15364/16050 [2:46:37<07:20,  1.56it/s]
Training 3/3 epoch (loss 0.0150):  96%|█████████▌| 15364/16050 [2:46:37<07:20,  1.56it/s]
Training 3/3 epoch (loss 0.0150):  96%|█████████▌| 15365/16050 [2:46:37<06:46,  1.69it/s]
Training 3/3 epoch (loss 0.0488):  96%|█████████▌| 15365/16050 [2:46:38<06:46,  1.69it/s]
Training 3/3 epoch (loss 0.0488):  96%|█████████▌| 15366/16050 [2:46:38<06:29,  1.75it/s]
Training 3/3 epoch (loss 0.0055):  96%|█████████▌| 15366/16050 [2:46:38<06:29,  1.75it/s]
Training 3/3 epoch (loss 0.0055):  96%|█████████▌| 15367/16050 [2:46:38<06:21,  1.79it/s]
Training 3/3 epoch (loss 0.0208):  96%|█████████▌| 15367/16050 [2:46:39<06:21,  1.79it/s]
Training 3/3 epoch (loss 0.0208):  96%|█████████▌| 15368/16050 [2:46:39<06:42,  1.70it/s]
Training 3/3 epoch (loss 0.2815):  96%|█████████▌| 15368/16050 [2:46:40<06:42,  1.70it/s]
Training 3/3 epoch (loss 0.2815):  96%|█████████▌| 15369/16050 [2:46:40<06:55,  1.64it/s]
Training 3/3 epoch (loss 0.6987):  96%|█████████▌| 15369/16050 [2:46:42<06:55,  1.64it/s]
Training 3/3 epoch (loss 0.6987):  96%|█████████▌| 15370/16050 [2:46:42<12:20,  1.09s/it]
Training 3/3 epoch (loss 0.0228):  96%|█████████▌| 15370/16050 [2:46:43<12:20,  1.09s/it]
Training 3/3 epoch (loss 0.0228):  96%|█████████▌| 15371/16050 [2:46:43<11:05,  1.02it/s]
Training 3/3 epoch (loss 0.0108):  96%|█████████▌| 15371/16050 [2:46:43<11:05,  1.02it/s]
Training 3/3 epoch (loss 0.0108):  96%|█████████▌| 15372/16050 [2:46:43<09:20,  1.21it/s]
Training 3/3 epoch (loss 0.0102):  96%|█████████▌| 15372/16050 [2:46:44<09:20,  1.21it/s]
Training 3/3 epoch (loss 0.0102):  96%|█████████▌| 15373/16050 [2:46:44<08:32,  1.32it/s]
Training 3/3 epoch (loss 0.0161):  96%|█████████▌| 15373/16050 [2:46:44<08:32,  1.32it/s]
Training 3/3 epoch (loss 0.0161):  96%|█████████▌| 15374/16050 [2:46:44<08:20,  1.35it/s]
Training 3/3 epoch (loss 0.0002):  96%|█████████▌| 15374/16050 [2:46:45<08:20,  1.35it/s]
Training 3/3 epoch (loss 0.0002):  96%|█████████▌| 15375/16050 [2:46:45<07:03,  1.59it/s]
Training 3/3 epoch (loss 0.0331):  96%|█████████▌| 15375/16050 [2:46:45<07:03,  1.59it/s]
Training 3/3 epoch (loss 0.0331):  96%|█████████▌| 15376/16050 [2:46:45<05:56,  1.89it/s]
Training 3/3 epoch (loss 0.1071):  96%|█████████▌| 15376/16050 [2:46:46<05:56,  1.89it/s]
Training 3/3 epoch (loss 0.1071):  96%|█████████▌| 15377/16050 [2:46:46<05:56,  1.89it/s]
Training 3/3 epoch (loss 0.0018):  96%|█████████▌| 15377/16050 [2:46:46<05:56,  1.89it/s]
Training 3/3 epoch (loss 0.0018):  96%|█████████▌| 15378/16050 [2:46:46<05:22,  2.08it/s]
Training 3/3 epoch (loss 0.0084):  96%|█████████▌| 15378/16050 [2:46:47<05:22,  2.08it/s]
Training 3/3 epoch (loss 0.0084):  96%|█████████▌| 15379/16050 [2:46:47<07:20,  1.52it/s]
Training 3/3 epoch (loss 0.0020):  96%|█████████▌| 15379/16050 [2:46:48<07:20,  1.52it/s]
Training 3/3 epoch (loss 0.0020):  96%|█████████▌| 15380/16050 [2:46:48<06:58,  1.60it/s]
Training 3/3 epoch (loss 0.0011):  96%|█████████▌| 15380/16050 [2:46:48<06:58,  1.60it/s]
Training 3/3 epoch (loss 0.0011):  96%|█████████▌| 15381/16050 [2:46:48<06:36,  1.69it/s]
Training 3/3 epoch (loss 0.0001):  96%|█████████▌| 15381/16050 [2:46:49<06:36,  1.69it/s]
Training 3/3 epoch (loss 0.0001):  96%|█████████▌| 15382/16050 [2:46:49<06:36,  1.69it/s]
Training 3/3 epoch (loss 0.0035):  96%|█████████▌| 15382/16050 [2:46:49<06:36,  1.69it/s]
Training 3/3 epoch (loss 0.0035):  96%|█████████▌| 15383/16050 [2:46:49<06:21,  1.75it/s]
Training 3/3 epoch (loss 0.2767):  96%|█████████▌| 15383/16050 [2:46:50<06:21,  1.75it/s]
Training 3/3 epoch (loss 0.2767):  96%|█████████▌| 15384/16050 [2:46:50<06:02,  1.84it/s]
Training 3/3 epoch (loss 0.0003):  96%|█████████▌| 15384/16050 [2:46:50<06:02,  1.84it/s]
Training 3/3 epoch (loss 0.0003):  96%|█████████▌| 15385/16050 [2:46:50<06:03,  1.83it/s]
Training 3/3 epoch (loss 0.1516):  96%|█████████▌| 15385/16050 [2:46:51<06:03,  1.83it/s]
Training 3/3 epoch (loss 0.1516):  96%|█████████▌| 15386/16050 [2:46:51<05:57,  1.86it/s]
Training 3/3 epoch (loss 0.0000):  96%|█████████▌| 15386/16050 [2:46:51<05:57,  1.86it/s]
Training 3/3 epoch (loss 0.0000):  96%|█████████▌| 15387/16050 [2:46:51<05:36,  1.97it/s]
Training 3/3 epoch (loss 0.0219):  96%|█████████▌| 15387/16050 [2:46:52<05:36,  1.97it/s]
Training 3/3 epoch (loss 0.0219):  96%|█████████▌| 15388/16050 [2:46:52<05:58,  1.85it/s]
Training 3/3 epoch (loss 0.0338):  96%|█████████▌| 15388/16050 [2:46:52<05:58,  1.85it/s]
Training 3/3 epoch (loss 0.0338):  96%|█████████▌| 15389/16050 [2:46:52<05:16,  2.09it/s]
Training 3/3 epoch (loss 0.4367):  96%|█████████▌| 15389/16050 [2:46:54<05:16,  2.09it/s]
Training 3/3 epoch (loss 0.4367):  96%|█████████▌| 15390/16050 [2:46:54<11:03,  1.00s/it]
Training 3/3 epoch (loss 0.0336):  96%|█████████▌| 15390/16050 [2:46:55<11:03,  1.00s/it]
Training 3/3 epoch (loss 0.0336):  96%|█████████▌| 15391/16050 [2:46:55<09:06,  1.21it/s]
Training 3/3 epoch (loss 0.0019):  96%|█████████▌| 15391/16050 [2:46:55<09:06,  1.21it/s]
Training 3/3 epoch (loss 0.0019):  96%|█████████▌| 15392/16050 [2:46:55<07:45,  1.41it/s]
Training 3/3 epoch (loss 0.2162):  96%|█████████▌| 15392/16050 [2:46:56<07:45,  1.41it/s]
Training 3/3 epoch (loss 0.2162):  96%|█████████▌| 15393/16050 [2:46:56<07:40,  1.43it/s]
Training 3/3 epoch (loss 0.0072):  96%|█████████▌| 15393/16050 [2:46:56<07:40,  1.43it/s]
Training 3/3 epoch (loss 0.0072):  96%|█████████▌| 15394/16050 [2:46:56<07:09,  1.53it/s]
Training 3/3 epoch (loss 0.0367):  96%|█████████▌| 15394/16050 [2:46:57<07:09,  1.53it/s]
Training 3/3 epoch (loss 0.0367):  96%|█████████▌| 15395/16050 [2:46:57<08:01,  1.36it/s]
Training 3/3 epoch (loss 0.0179):  96%|█████████▌| 15395/16050 [2:46:58<08:01,  1.36it/s]
Training 3/3 epoch (loss 0.0179):  96%|█████████▌| 15396/16050 [2:46:58<06:56,  1.57it/s]
Training 3/3 epoch (loss 0.0566):  96%|█████████▌| 15396/16050 [2:46:59<06:56,  1.57it/s]
Training 3/3 epoch (loss 0.0566):  96%|█████████▌| 15397/16050 [2:46:59<07:06,  1.53it/s]
Training 3/3 epoch (loss 0.1772):  96%|█████████▌| 15397/16050 [2:47:01<07:06,  1.53it/s]
Training 3/3 epoch (loss 0.1772):  96%|█████████▌| 15398/16050 [2:47:01<12:18,  1.13s/it]
Training 3/3 epoch (loss 0.3667):  96%|█████████▌| 15398/16050 [2:47:01<12:18,  1.13s/it]
Training 3/3 epoch (loss 0.3667):  96%|█████████▌| 15399/16050 [2:47:01<10:46,  1.01it/s]
Training 3/3 epoch (loss 0.0301):  96%|█████████▌| 15399/16050 [2:47:02<10:46,  1.01it/s]
Training 3/3 epoch (loss 0.0301):  96%|█████████▌| 15400/16050 [2:47:02<09:36,  1.13it/s]
Training 3/3 epoch (loss 0.0001):  96%|█████████▌| 15400/16050 [2:47:02<09:36,  1.13it/s]
Training 3/3 epoch (loss 0.0001):  96%|█████████▌| 15401/16050 [2:47:02<08:03,  1.34it/s]
Training 3/3 epoch (loss 1.4765):  96%|█████████▌| 15401/16050 [2:47:03<08:03,  1.34it/s]
Training 3/3 epoch (loss 1.4765):  96%|█████████▌| 15402/16050 [2:47:03<07:07,  1.52it/s]
Training 3/3 epoch (loss 0.0001):  96%|█████████▌| 15402/16050 [2:47:04<07:07,  1.52it/s]
Training 3/3 epoch (loss 0.0001):  96%|█████████▌| 15403/16050 [2:47:04<07:04,  1.52it/s]
Training 3/3 epoch (loss 0.1227):  96%|█████████▌| 15403/16050 [2:47:06<07:04,  1.52it/s]
Training 3/3 epoch (loss 0.1227):  96%|█████████▌| 15404/16050 [2:47:06<12:11,  1.13s/it]
Training 3/3 epoch (loss 0.4716):  96%|█████████▌| 15404/16050 [2:47:06<12:11,  1.13s/it]
Training 3/3 epoch (loss 0.4716):  96%|█████████▌| 15405/16050 [2:47:06<09:49,  1.09it/s]
Training 3/3 epoch (loss 0.2089):  96%|█████████▌| 15405/16050 [2:47:07<09:49,  1.09it/s]
Training 3/3 epoch (loss 0.2089):  96%|█████████▌| 15406/16050 [2:47:07<08:58,  1.20it/s]
Training 3/3 epoch (loss 0.0062):  96%|█████████▌| 15406/16050 [2:47:08<08:58,  1.20it/s]
Training 3/3 epoch (loss 0.0062):  96%|█████████▌| 15407/16050 [2:47:08<08:17,  1.29it/s]
Training 3/3 epoch (loss 0.0012):  96%|█████████▌| 15407/16050 [2:47:08<08:17,  1.29it/s]
Training 3/3 epoch (loss 0.0012):  96%|█████████▌| 15408/16050 [2:47:08<07:59,  1.34it/s]
Training 3/3 epoch (loss 0.0161):  96%|█████████▌| 15408/16050 [2:47:09<07:59,  1.34it/s]
Training 3/3 epoch (loss 0.0161):  96%|█████████▌| 15409/16050 [2:47:09<06:51,  1.56it/s]
Training 3/3 epoch (loss 0.6048):  96%|█████████▌| 15409/16050 [2:47:09<06:51,  1.56it/s]
Training 3/3 epoch (loss 0.6048):  96%|█████████▌| 15410/16050 [2:47:09<06:27,  1.65it/s]
Training 3/3 epoch (loss 0.0129):  96%|█████████▌| 15410/16050 [2:47:09<06:27,  1.65it/s]
Training 3/3 epoch (loss 0.0129):  96%|█████████▌| 15411/16050 [2:47:09<05:40,  1.88it/s]
Training 3/3 epoch (loss 0.2501):  96%|█████████▌| 15411/16050 [2:47:10<05:40,  1.88it/s]
Training 3/3 epoch (loss 0.2501):  96%|█████████▌| 15412/16050 [2:47:10<05:03,  2.10it/s]
Training 3/3 epoch (loss 0.0005):  96%|█████████▌| 15412/16050 [2:47:10<05:03,  2.10it/s]
Training 3/3 epoch (loss 0.0005):  96%|█████████▌| 15413/16050 [2:47:10<05:38,  1.88it/s]
Training 3/3 epoch (loss 0.0085):  96%|█████████▌| 15413/16050 [2:47:11<05:38,  1.88it/s]
Training 3/3 epoch (loss 0.0085):  96%|█████████▌| 15414/16050 [2:47:11<05:47,  1.83it/s]
Training 3/3 epoch (loss 0.0070):  96%|█████████▌| 15414/16050 [2:47:12<05:47,  1.83it/s]
Training 3/3 epoch (loss 0.0070):  96%|█████████▌| 15415/16050 [2:47:12<05:42,  1.86it/s]
Training 3/3 epoch (loss 0.0154):  96%|█████████▌| 15415/16050 [2:47:12<05:42,  1.86it/s]
Training 3/3 epoch (loss 0.0154):  96%|█████████▌| 15416/16050 [2:47:12<06:15,  1.69it/s]
Training 3/3 epoch (loss 0.3472):  96%|█████████▌| 15416/16050 [2:47:13<06:15,  1.69it/s]
Training 3/3 epoch (loss 0.3472):  96%|█████████▌| 15417/16050 [2:47:13<06:05,  1.73it/s]
Training 3/3 epoch (loss 0.0011):  96%|█████████▌| 15417/16050 [2:47:14<06:05,  1.73it/s]
Training 3/3 epoch (loss 0.0011):  96%|█████████▌| 15418/16050 [2:47:14<06:20,  1.66it/s]
Training 3/3 epoch (loss 0.0919):  96%|█████████▌| 15418/16050 [2:47:14<06:20,  1.66it/s]
Training 3/3 epoch (loss 0.0919):  96%|█████████▌| 15419/16050 [2:47:14<06:42,  1.57it/s]
Training 3/3 epoch (loss 0.0374):  96%|█████████▌| 15419/16050 [2:47:15<06:42,  1.57it/s]
Training 3/3 epoch (loss 0.0374):  96%|█████████▌| 15420/16050 [2:47:15<06:03,  1.73it/s]
Training 3/3 epoch (loss 0.4081):  96%|█████████▌| 15420/16050 [2:47:15<06:03,  1.73it/s]
Training 3/3 epoch (loss 0.4081):  96%|█████████▌| 15421/16050 [2:47:15<05:30,  1.91it/s]
Training 3/3 epoch (loss 0.0152):  96%|█████████▌| 15421/16050 [2:47:16<05:30,  1.91it/s]
Training 3/3 epoch (loss 0.0152):  96%|█████████▌| 15422/16050 [2:47:16<05:59,  1.75it/s]
Training 3/3 epoch (loss 0.2187):  96%|█████████▌| 15422/16050 [2:47:16<05:59,  1.75it/s]
Training 3/3 epoch (loss 0.2187):  96%|█████████▌| 15423/16050 [2:47:16<05:19,  1.96it/s]
Training 3/3 epoch (loss 0.0000):  96%|█████████▌| 15423/16050 [2:47:17<05:19,  1.96it/s]
Training 3/3 epoch (loss 0.0000):  96%|█████████▌| 15424/16050 [2:47:17<04:59,  2.09it/s]
Training 3/3 epoch (loss 0.0001):  96%|█████████▌| 15424/16050 [2:47:17<04:59,  2.09it/s]
Training 3/3 epoch (loss 0.0001):  96%|█████████▌| 15425/16050 [2:47:17<05:23,  1.93it/s]
Training 3/3 epoch (loss 0.4623):  96%|█████████▌| 15425/16050 [2:47:17<05:23,  1.93it/s]
Training 3/3 epoch (loss 0.4623):  96%|█████████▌| 15426/16050 [2:47:17<04:51,  2.14it/s]
Training 3/3 epoch (loss 0.0830):  96%|█████████▌| 15426/16050 [2:47:18<04:51,  2.14it/s]
Training 3/3 epoch (loss 0.0830):  96%|█████████▌| 15427/16050 [2:47:18<05:05,  2.04it/s]
Training 3/3 epoch (loss 0.0001):  96%|█████████▌| 15427/16050 [2:47:19<05:05,  2.04it/s]
Training 3/3 epoch (loss 0.0001):  96%|█████████▌| 15428/16050 [2:47:19<05:38,  1.84it/s]
Training 3/3 epoch (loss 0.0038):  96%|█████████▌| 15428/16050 [2:47:19<05:38,  1.84it/s]
Training 3/3 epoch (loss 0.0038):  96%|█████████▌| 15429/16050 [2:47:19<05:20,  1.94it/s]
Training 3/3 epoch (loss 0.3894):  96%|█████████▌| 15429/16050 [2:47:20<05:20,  1.94it/s]
Training 3/3 epoch (loss 0.3894):  96%|█████████▌| 15430/16050 [2:47:20<05:09,  2.00it/s]
Training 3/3 epoch (loss 0.0002):  96%|█████████▌| 15430/16050 [2:47:20<05:09,  2.00it/s]
Training 3/3 epoch (loss 0.0002):  96%|█████████▌| 15431/16050 [2:47:20<05:41,  1.81it/s]
Training 3/3 epoch (loss 0.0042):  96%|█████████▌| 15431/16050 [2:47:21<05:41,  1.81it/s]
Training 3/3 epoch (loss 0.0042):  96%|█████████▌| 15432/16050 [2:47:21<05:07,  2.01it/s]
Training 3/3 epoch (loss 0.4079):  96%|█████████▌| 15432/16050 [2:47:21<05:07,  2.01it/s]
Training 3/3 epoch (loss 0.4079):  96%|█████████▌| 15433/16050 [2:47:21<05:16,  1.95it/s]
Training 3/3 epoch (loss 0.0159):  96%|█████████▌| 15433/16050 [2:47:22<05:16,  1.95it/s]
Training 3/3 epoch (loss 0.0159):  96%|█████████▌| 15434/16050 [2:47:22<05:08,  1.99it/s]
Training 3/3 epoch (loss 0.3987):  96%|█████████▌| 15434/16050 [2:47:22<05:08,  1.99it/s]
Training 3/3 epoch (loss 0.3987):  96%|█████████▌| 15435/16050 [2:47:22<05:00,  2.05it/s]
Training 3/3 epoch (loss 0.0232):  96%|█████████▌| 15435/16050 [2:47:23<05:00,  2.05it/s]
Training 3/3 epoch (loss 0.0232):  96%|█████████▌| 15436/16050 [2:47:23<05:52,  1.74it/s]
Training 3/3 epoch (loss 0.0001):  96%|█████████▌| 15436/16050 [2:47:23<05:52,  1.74it/s]
Training 3/3 epoch (loss 0.0001):  96%|█████████▌| 15437/16050 [2:47:23<05:10,  1.97it/s]
Training 3/3 epoch (loss 0.3343):  96%|█████████▌| 15437/16050 [2:47:24<05:10,  1.97it/s]
Training 3/3 epoch (loss 0.3343):  96%|█████████▌| 15438/16050 [2:47:24<04:33,  2.24it/s]
Training 3/3 epoch (loss 0.0245):  96%|█████████▌| 15438/16050 [2:47:24<04:33,  2.24it/s]
Training 3/3 epoch (loss 0.0245):  96%|█████████▌| 15439/16050 [2:47:24<05:08,  1.98it/s]
Training 3/3 epoch (loss 0.1515):  96%|█████████▌| 15439/16050 [2:47:27<05:08,  1.98it/s]
Training 3/3 epoch (loss 0.1515):  96%|█████████▌| 15440/16050 [2:47:27<10:45,  1.06s/it]
Training 3/3 epoch (loss 0.0051):  96%|█████████▌| 15440/16050 [2:47:27<10:45,  1.06s/it]
Training 3/3 epoch (loss 0.0051):  96%|█████████▌| 15441/16050 [2:47:27<09:45,  1.04it/s]
Training 3/3 epoch (loss 0.0205):  96%|█████████▌| 15441/16050 [2:47:28<09:45,  1.04it/s]
Training 3/3 epoch (loss 0.0205):  96%|█████████▌| 15442/16050 [2:47:28<08:04,  1.25it/s]
Training 3/3 epoch (loss 0.0044):  96%|█████████▌| 15442/16050 [2:47:28<08:04,  1.25it/s]
Training 3/3 epoch (loss 0.0044):  96%|█████████▌| 15443/16050 [2:47:28<06:54,  1.47it/s]
Training 3/3 epoch (loss 0.0094):  96%|█████████▌| 15443/16050 [2:47:29<06:54,  1.47it/s]
Training 3/3 epoch (loss 0.0094):  96%|█████████▌| 15444/16050 [2:47:29<06:40,  1.51it/s]
Training 3/3 epoch (loss 0.0226):  96%|█████████▌| 15444/16050 [2:47:29<06:40,  1.51it/s]
Training 3/3 epoch (loss 0.0226):  96%|█████████▌| 15445/16050 [2:47:29<06:33,  1.54it/s]
Training 3/3 epoch (loss 0.0174):  96%|█████████▌| 15445/16050 [2:47:30<06:33,  1.54it/s]
Training 3/3 epoch (loss 0.0174):  96%|█████████▌| 15446/16050 [2:47:30<06:19,  1.59it/s]
Training 3/3 epoch (loss 0.0085):  96%|█████████▌| 15446/16050 [2:47:30<06:19,  1.59it/s]
Training 3/3 epoch (loss 0.0085):  96%|█████████▌| 15447/16050 [2:47:30<05:47,  1.73it/s]
Training 3/3 epoch (loss 0.4902):  96%|█████████▌| 15447/16050 [2:47:31<05:47,  1.73it/s]
Training 3/3 epoch (loss 0.4902):  96%|█████████▌| 15448/16050 [2:47:31<05:16,  1.90it/s]
Training 3/3 epoch (loss 0.0049):  96%|█████████▌| 15448/16050 [2:47:31<05:16,  1.90it/s]
Training 3/3 epoch (loss 0.0049):  96%|█████████▋| 15449/16050 [2:47:31<05:25,  1.85it/s]
Training 3/3 epoch (loss 0.0115):  96%|█████████▋| 15449/16050 [2:47:32<05:25,  1.85it/s]
Training 3/3 epoch (loss 0.0115):  96%|█████████▋| 15450/16050 [2:47:32<05:43,  1.74it/s]
Training 3/3 epoch (loss 0.0161):  96%|█████████▋| 15450/16050 [2:47:33<05:43,  1.74it/s]
Training 3/3 epoch (loss 0.0161):  96%|█████████▋| 15451/16050 [2:47:33<05:52,  1.70it/s]
Training 3/3 epoch (loss 0.0039):  96%|█████████▋| 15451/16050 [2:47:33<05:52,  1.70it/s]
Training 3/3 epoch (loss 0.0039):  96%|█████████▋| 15452/16050 [2:47:33<06:38,  1.50it/s]
Training 3/3 epoch (loss 0.0002):  96%|█████████▋| 15452/16050 [2:47:34<06:38,  1.50it/s]
Training 3/3 epoch (loss 0.0002):  96%|█████████▋| 15453/16050 [2:47:34<05:52,  1.69it/s]
Training 3/3 epoch (loss 0.0024):  96%|█████████▋| 15453/16050 [2:47:34<05:52,  1.69it/s]
Training 3/3 epoch (loss 0.0024):  96%|█████████▋| 15454/16050 [2:47:34<05:51,  1.70it/s]
Training 3/3 epoch (loss 0.0804):  96%|█████████▋| 15454/16050 [2:47:35<05:51,  1.70it/s]
Training 3/3 epoch (loss 0.0804):  96%|█████████▋| 15455/16050 [2:47:35<05:58,  1.66it/s]
Training 3/3 epoch (loss 0.0061):  96%|█████████▋| 15455/16050 [2:47:36<05:58,  1.66it/s]
Training 3/3 epoch (loss 0.0061):  96%|█████████▋| 15456/16050 [2:47:36<05:44,  1.72it/s]
Training 3/3 epoch (loss 0.5232):  96%|█████████▋| 15456/16050 [2:47:36<05:44,  1.72it/s]
Training 3/3 epoch (loss 0.5232):  96%|█████████▋| 15457/16050 [2:47:36<05:49,  1.70it/s]
Training 3/3 epoch (loss 0.4024):  96%|█████████▋| 15457/16050 [2:47:37<05:49,  1.70it/s]
Training 3/3 epoch (loss 0.4024):  96%|█████████▋| 15458/16050 [2:47:37<05:28,  1.80it/s]
Training 3/3 epoch (loss 0.0686):  96%|█████████▋| 15458/16050 [2:47:37<05:28,  1.80it/s]
Training 3/3 epoch (loss 0.0686):  96%|█████████▋| 15459/16050 [2:47:37<05:48,  1.70it/s]
Training 3/3 epoch (loss 0.0626):  96%|█████████▋| 15459/16050 [2:47:38<05:48,  1.70it/s]
Training 3/3 epoch (loss 0.0626):  96%|█████████▋| 15460/16050 [2:47:38<06:12,  1.58it/s]
Training 3/3 epoch (loss 0.0057):  96%|█████████▋| 15460/16050 [2:47:39<06:12,  1.58it/s]
Training 3/3 epoch (loss 0.0057):  96%|█████████▋| 15461/16050 [2:47:39<06:07,  1.60it/s]
Training 3/3 epoch (loss 0.3327):  96%|█████████▋| 15461/16050 [2:47:41<06:07,  1.60it/s]
Training 3/3 epoch (loss 0.3327):  96%|█████████▋| 15462/16050 [2:47:41<10:49,  1.10s/it]
Training 3/3 epoch (loss 0.0297):  96%|█████████▋| 15462/16050 [2:47:41<10:49,  1.10s/it]
Training 3/3 epoch (loss 0.0297):  96%|█████████▋| 15463/16050 [2:47:41<08:58,  1.09it/s]
Training 3/3 epoch (loss 0.0007):  96%|█████████▋| 15463/16050 [2:47:42<08:58,  1.09it/s]
Training 3/3 epoch (loss 0.0007):  96%|█████████▋| 15464/16050 [2:47:42<07:36,  1.28it/s]
Training 3/3 epoch (loss 0.4540):  96%|█████████▋| 15464/16050 [2:47:42<07:36,  1.28it/s]
Training 3/3 epoch (loss 0.4540):  96%|█████████▋| 15465/16050 [2:47:42<06:41,  1.46it/s]
Training 3/3 epoch (loss 0.6889):  96%|█████████▋| 15465/16050 [2:47:45<06:41,  1.46it/s]
Training 3/3 epoch (loss 0.6889):  96%|█████████▋| 15466/16050 [2:47:45<11:11,  1.15s/it]
Training 3/3 epoch (loss 0.2957):  96%|█████████▋| 15466/16050 [2:47:45<11:11,  1.15s/it]
Training 3/3 epoch (loss 0.2957):  96%|█████████▋| 15467/16050 [2:47:45<09:43,  1.00s/it]
Training 3/3 epoch (loss 0.0001):  96%|█████████▋| 15467/16050 [2:47:46<09:43,  1.00s/it]
Training 3/3 epoch (loss 0.0001):  96%|█████████▋| 15468/16050 [2:47:46<07:42,  1.26it/s]
Training 3/3 epoch (loss 0.4526):  96%|█████████▋| 15468/16050 [2:47:46<07:42,  1.26it/s]
Training 3/3 epoch (loss 0.4526):  96%|█████████▋| 15469/16050 [2:47:46<07:08,  1.36it/s]
Training 3/3 epoch (loss 0.1843):  96%|█████████▋| 15469/16050 [2:47:49<07:08,  1.36it/s]
Training 3/3 epoch (loss 0.1843):  96%|█████████▋| 15470/16050 [2:47:49<11:48,  1.22s/it]
Training 3/3 epoch (loss 0.0006):  96%|█████████▋| 15470/16050 [2:47:49<11:48,  1.22s/it]
Training 3/3 epoch (loss 0.0006):  96%|█████████▋| 15471/16050 [2:47:49<10:03,  1.04s/it]
Training 3/3 epoch (loss 0.2297):  96%|█████████▋| 15471/16050 [2:47:50<10:03,  1.04s/it]
Training 3/3 epoch (loss 0.2297):  96%|█████████▋| 15472/16050 [2:47:50<08:25,  1.14it/s]
Training 3/3 epoch (loss 0.0159):  96%|█████████▋| 15472/16050 [2:47:50<08:25,  1.14it/s]
Training 3/3 epoch (loss 0.0159):  96%|█████████▋| 15473/16050 [2:47:50<07:45,  1.24it/s]
Training 3/3 epoch (loss 0.3169):  96%|█████████▋| 15473/16050 [2:47:51<07:45,  1.24it/s]
Training 3/3 epoch (loss 0.3169):  96%|█████████▋| 15474/16050 [2:47:51<06:36,  1.45it/s]
Training 3/3 epoch (loss 0.0003):  96%|█████████▋| 15474/16050 [2:47:51<06:36,  1.45it/s]
Training 3/3 epoch (loss 0.0003):  96%|█████████▋| 15475/16050 [2:47:51<05:55,  1.62it/s]
Training 3/3 epoch (loss 0.0000):  96%|█████████▋| 15475/16050 [2:47:52<05:55,  1.62it/s]
Training 3/3 epoch (loss 0.0000):  96%|█████████▋| 15476/16050 [2:47:52<05:11,  1.84it/s]
Training 3/3 epoch (loss 0.2260):  96%|█████████▋| 15476/16050 [2:47:54<05:11,  1.84it/s]
Training 3/3 epoch (loss 0.2260):  96%|█████████▋| 15477/16050 [2:47:54<09:56,  1.04s/it]
Training 3/3 epoch (loss 0.1928):  96%|█████████▋| 15477/16050 [2:47:55<09:56,  1.04s/it]
Training 3/3 epoch (loss 0.1928):  96%|█████████▋| 15478/16050 [2:47:55<10:11,  1.07s/it]
Training 3/3 epoch (loss 0.0347):  96%|█████████▋| 15478/16050 [2:47:56<10:11,  1.07s/it]
Training 3/3 epoch (loss 0.0347):  96%|█████████▋| 15479/16050 [2:47:56<09:27,  1.01it/s]
Training 3/3 epoch (loss 0.2042):  96%|█████████▋| 15479/16050 [2:47:56<09:27,  1.01it/s]
Training 3/3 epoch (loss 0.2042):  96%|█████████▋| 15480/16050 [2:47:56<07:48,  1.22it/s]
Training 3/3 epoch (loss 0.1212):  96%|█████████▋| 15480/16050 [2:47:57<07:48,  1.22it/s]
Training 3/3 epoch (loss 0.1212):  96%|█████████▋| 15481/16050 [2:47:57<06:57,  1.36it/s]
Training 3/3 epoch (loss 0.0986):  96%|█████████▋| 15481/16050 [2:47:57<06:57,  1.36it/s]
Training 3/3 epoch (loss 0.0986):  96%|█████████▋| 15482/16050 [2:47:57<06:22,  1.48it/s]
Training 3/3 epoch (loss 0.0125):  96%|█████████▋| 15482/16050 [2:47:58<06:22,  1.48it/s]
Training 3/3 epoch (loss 0.0125):  96%|█████████▋| 15483/16050 [2:47:58<06:54,  1.37it/s]
Training 3/3 epoch (loss 0.0012):  96%|█████████▋| 15483/16050 [2:47:58<06:54,  1.37it/s]
Training 3/3 epoch (loss 0.0012):  96%|█████████▋| 15484/16050 [2:47:58<05:52,  1.60it/s]
Training 3/3 epoch (loss 0.3029):  96%|█████████▋| 15484/16050 [2:48:01<05:52,  1.60it/s]
Training 3/3 epoch (loss 0.3029):  96%|█████████▋| 15485/16050 [2:48:01<10:44,  1.14s/it]
Training 3/3 epoch (loss 0.0104):  96%|█████████▋| 15485/16050 [2:48:01<10:44,  1.14s/it]
Training 3/3 epoch (loss 0.0104):  96%|█████████▋| 15486/16050 [2:48:01<09:15,  1.01it/s]
Training 3/3 epoch (loss 0.1773):  96%|█████████▋| 15486/16050 [2:48:02<09:15,  1.01it/s]
Training 3/3 epoch (loss 0.1773):  96%|█████████▋| 15487/16050 [2:48:02<08:46,  1.07it/s]
Training 3/3 epoch (loss 0.0002):  96%|█████████▋| 15487/16050 [2:48:03<08:46,  1.07it/s]
Training 3/3 epoch (loss 0.0002):  96%|█████████▋| 15488/16050 [2:48:03<07:28,  1.25it/s]
Training 3/3 epoch (loss 0.0001):  96%|█████████▋| 15488/16050 [2:48:03<07:28,  1.25it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15489/16050 [2:48:03<06:57,  1.34it/s]
Training 3/3 epoch (loss 0.0723):  97%|█████████▋| 15489/16050 [2:48:04<06:57,  1.34it/s]
Training 3/3 epoch (loss 0.0723):  97%|█████████▋| 15490/16050 [2:48:04<06:49,  1.37it/s]
Training 3/3 epoch (loss 0.0087):  97%|█████████▋| 15490/16050 [2:48:05<06:49,  1.37it/s]
Training 3/3 epoch (loss 0.0087):  97%|█████████▋| 15491/16050 [2:48:05<06:13,  1.50it/s]
Training 3/3 epoch (loss 0.0126):  97%|█████████▋| 15491/16050 [2:48:05<06:13,  1.50it/s]
Training 3/3 epoch (loss 0.0126):  97%|█████████▋| 15492/16050 [2:48:05<06:03,  1.54it/s]
Training 3/3 epoch (loss 0.0190):  97%|█████████▋| 15492/16050 [2:48:06<06:03,  1.54it/s]
Training 3/3 epoch (loss 0.0190):  97%|█████████▋| 15493/16050 [2:48:06<05:44,  1.62it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15493/16050 [2:48:06<05:44,  1.62it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15494/16050 [2:48:06<04:55,  1.88it/s]
Training 3/3 epoch (loss 0.1103):  97%|█████████▋| 15494/16050 [2:48:08<04:55,  1.88it/s]
Training 3/3 epoch (loss 0.1103):  97%|█████████▋| 15495/16050 [2:48:08<09:38,  1.04s/it]
Training 3/3 epoch (loss 0.0012):  97%|█████████▋| 15495/16050 [2:48:09<09:38,  1.04s/it]
Training 3/3 epoch (loss 0.0012):  97%|█████████▋| 15496/16050 [2:48:09<08:31,  1.08it/s]
Training 3/3 epoch (loss 0.0008):  97%|█████████▋| 15496/16050 [2:48:10<08:31,  1.08it/s]
Training 3/3 epoch (loss 0.0008):  97%|█████████▋| 15497/16050 [2:48:10<07:43,  1.19it/s]
Training 3/3 epoch (loss 0.2013):  97%|█████████▋| 15497/16050 [2:48:10<07:43,  1.19it/s]
Training 3/3 epoch (loss 0.2013):  97%|█████████▋| 15498/16050 [2:48:10<06:52,  1.34it/s]
Training 3/3 epoch (loss 0.1801):  97%|█████████▋| 15498/16050 [2:48:11<06:52,  1.34it/s]
Training 3/3 epoch (loss 0.1801):  97%|█████████▋| 15499/16050 [2:48:11<06:53,  1.33it/s]
Training 3/3 epoch (loss 0.0340):  97%|█████████▋| 15499/16050 [2:48:11<06:53,  1.33it/s]
Training 3/3 epoch (loss 0.0340):  97%|█████████▋| 15500/16050 [2:48:11<06:19,  1.45it/s]
Training 3/3 epoch (loss 0.0062):  97%|█████████▋| 15500/16050 [2:48:12<06:19,  1.45it/s]
Training 3/3 epoch (loss 0.0062):  97%|█████████▋| 15501/16050 [2:48:12<05:39,  1.62it/s]
Training 3/3 epoch (loss 0.3592):  97%|█████████▋| 15501/16050 [2:48:12<05:39,  1.62it/s]
Training 3/3 epoch (loss 0.3592):  97%|█████████▋| 15502/16050 [2:48:12<05:10,  1.76it/s]
Training 3/3 epoch (loss 0.0071):  97%|█████████▋| 15502/16050 [2:48:13<05:10,  1.76it/s]
Training 3/3 epoch (loss 0.0071):  97%|█████████▋| 15503/16050 [2:48:13<04:54,  1.86it/s]
Training 3/3 epoch (loss 0.2283):  97%|█████████▋| 15503/16050 [2:48:13<04:54,  1.86it/s]
Training 3/3 epoch (loss 0.2283):  97%|█████████▋| 15504/16050 [2:48:13<05:09,  1.76it/s]
Training 3/3 epoch (loss 0.0717):  97%|█████████▋| 15504/16050 [2:48:14<05:09,  1.76it/s]
Training 3/3 epoch (loss 0.0717):  97%|█████████▋| 15505/16050 [2:48:14<05:01,  1.81it/s]
Training 3/3 epoch (loss 0.2349):  97%|█████████▋| 15505/16050 [2:48:15<05:01,  1.81it/s]
Training 3/3 epoch (loss 0.2349):  97%|█████████▋| 15506/16050 [2:48:15<05:16,  1.72it/s]
Training 3/3 epoch (loss 0.0048):  97%|█████████▋| 15506/16050 [2:48:15<05:16,  1.72it/s]
Training 3/3 epoch (loss 0.0048):  97%|█████████▋| 15507/16050 [2:48:15<05:28,  1.66it/s]
Training 3/3 epoch (loss 0.0022):  97%|█████████▋| 15507/16050 [2:48:16<05:28,  1.66it/s]
Training 3/3 epoch (loss 0.0022):  97%|█████████▋| 15508/16050 [2:48:16<05:07,  1.76it/s]
Training 3/3 epoch (loss 0.0578):  97%|█████████▋| 15508/16050 [2:48:16<05:07,  1.76it/s]
Training 3/3 epoch (loss 0.0578):  97%|█████████▋| 15509/16050 [2:48:16<05:23,  1.67it/s]
Training 3/3 epoch (loss 0.5944):  97%|█████████▋| 15509/16050 [2:48:17<05:23,  1.67it/s]
Training 3/3 epoch (loss 0.5944):  97%|█████████▋| 15510/16050 [2:48:17<05:27,  1.65it/s]
Training 3/3 epoch (loss 0.0102):  97%|█████████▋| 15510/16050 [2:48:18<05:27,  1.65it/s]
Training 3/3 epoch (loss 0.0102):  97%|█████████▋| 15511/16050 [2:48:18<05:29,  1.63it/s]
Training 3/3 epoch (loss 0.0262):  97%|█████████▋| 15511/16050 [2:48:18<05:29,  1.63it/s]
Training 3/3 epoch (loss 0.0262):  97%|█████████▋| 15512/16050 [2:48:18<05:03,  1.77it/s]
Training 3/3 epoch (loss 0.0005):  97%|█████████▋| 15512/16050 [2:48:18<05:03,  1.77it/s]
Training 3/3 epoch (loss 0.0005):  97%|█████████▋| 15513/16050 [2:48:18<04:45,  1.88it/s]
Training 3/3 epoch (loss 0.0002):  97%|█████████▋| 15513/16050 [2:48:19<04:45,  1.88it/s]
Training 3/3 epoch (loss 0.0002):  97%|█████████▋| 15514/16050 [2:48:19<04:24,  2.03it/s]
Training 3/3 epoch (loss 0.0285):  97%|█████████▋| 15514/16050 [2:48:20<04:24,  2.03it/s]
Training 3/3 epoch (loss 0.0285):  97%|█████████▋| 15515/16050 [2:48:20<04:43,  1.88it/s]
Training 3/3 epoch (loss 0.0089):  97%|█████████▋| 15515/16050 [2:48:20<04:43,  1.88it/s]
Training 3/3 epoch (loss 0.0089):  97%|█████████▋| 15516/16050 [2:48:20<05:35,  1.59it/s]
Training 3/3 epoch (loss 0.0002):  97%|█████████▋| 15516/16050 [2:48:21<05:35,  1.59it/s]
Training 3/3 epoch (loss 0.0002):  97%|█████████▋| 15517/16050 [2:48:21<05:03,  1.76it/s]
Training 3/3 epoch (loss 0.4142):  97%|█████████▋| 15517/16050 [2:48:21<05:03,  1.76it/s]
Training 3/3 epoch (loss 0.4142):  97%|█████████▋| 15518/16050 [2:48:21<04:56,  1.80it/s]
Training 3/3 epoch (loss 0.0179):  97%|█████████▋| 15518/16050 [2:48:22<04:56,  1.80it/s]
Training 3/3 epoch (loss 0.0179):  97%|█████████▋| 15519/16050 [2:48:22<05:03,  1.75it/s]
Training 3/3 epoch (loss 0.0415):  97%|█████████▋| 15519/16050 [2:48:22<05:03,  1.75it/s]
Training 3/3 epoch (loss 0.0415):  97%|█████████▋| 15520/16050 [2:48:22<04:49,  1.83it/s]
Training 3/3 epoch (loss 0.0021):  97%|█████████▋| 15520/16050 [2:48:23<04:49,  1.83it/s]
Training 3/3 epoch (loss 0.0021):  97%|█████████▋| 15521/16050 [2:48:23<05:22,  1.64it/s]
Training 3/3 epoch (loss 0.1956):  97%|█████████▋| 15521/16050 [2:48:24<05:22,  1.64it/s]
Training 3/3 epoch (loss 0.1956):  97%|█████████▋| 15522/16050 [2:48:24<04:59,  1.76it/s]
Training 3/3 epoch (loss 0.0008):  97%|█████████▋| 15522/16050 [2:48:24<04:59,  1.76it/s]
Training 3/3 epoch (loss 0.0008):  97%|█████████▋| 15523/16050 [2:48:24<04:55,  1.78it/s]
Training 3/3 epoch (loss 0.0032):  97%|█████████▋| 15523/16050 [2:48:25<04:55,  1.78it/s]
Training 3/3 epoch (loss 0.0032):  97%|█████████▋| 15524/16050 [2:48:25<04:31,  1.94it/s]
Training 3/3 epoch (loss 0.4564):  97%|█████████▋| 15524/16050 [2:48:25<04:31,  1.94it/s]
Training 3/3 epoch (loss 0.4564):  97%|█████████▋| 15525/16050 [2:48:25<04:15,  2.05it/s]
Training 3/3 epoch (loss 0.0010):  97%|█████████▋| 15525/16050 [2:48:26<04:15,  2.05it/s]
Training 3/3 epoch (loss 0.0010):  97%|█████████▋| 15526/16050 [2:48:26<04:24,  1.98it/s]
Training 3/3 epoch (loss 0.0148):  97%|█████████▋| 15526/16050 [2:48:26<04:24,  1.98it/s]
Training 3/3 epoch (loss 0.0148):  97%|█████████▋| 15527/16050 [2:48:26<04:20,  2.00it/s]
Training 3/3 epoch (loss 0.0056):  97%|█████████▋| 15527/16050 [2:48:27<04:20,  2.00it/s]
Training 3/3 epoch (loss 0.0056):  97%|█████████▋| 15528/16050 [2:48:27<05:09,  1.68it/s]
Training 3/3 epoch (loss 0.0059):  97%|█████████▋| 15528/16050 [2:48:27<05:09,  1.68it/s]
Training 3/3 epoch (loss 0.0059):  97%|█████████▋| 15529/16050 [2:48:27<05:12,  1.67it/s]
Training 3/3 epoch (loss 0.0002):  97%|█████████▋| 15529/16050 [2:48:28<05:12,  1.67it/s]
Training 3/3 epoch (loss 0.0002):  97%|█████████▋| 15530/16050 [2:48:28<04:40,  1.85it/s]
Training 3/3 epoch (loss 0.5276):  97%|█████████▋| 15530/16050 [2:48:28<04:40,  1.85it/s]
Training 3/3 epoch (loss 0.5276):  97%|█████████▋| 15531/16050 [2:48:28<04:53,  1.77it/s]
Training 3/3 epoch (loss 0.0306):  97%|█████████▋| 15531/16050 [2:48:29<04:53,  1.77it/s]
Training 3/3 epoch (loss 0.0306):  97%|█████████▋| 15532/16050 [2:48:29<05:06,  1.69it/s]
Training 3/3 epoch (loss 0.0122):  97%|█████████▋| 15532/16050 [2:48:30<05:06,  1.69it/s]
Training 3/3 epoch (loss 0.0122):  97%|█████████▋| 15533/16050 [2:48:30<05:18,  1.62it/s]
Training 3/3 epoch (loss 0.0145):  97%|█████████▋| 15533/16050 [2:48:30<05:18,  1.62it/s]
Training 3/3 epoch (loss 0.0145):  97%|█████████▋| 15534/16050 [2:48:30<05:16,  1.63it/s]
Training 3/3 epoch (loss 0.0003):  97%|█████████▋| 15534/16050 [2:48:31<05:16,  1.63it/s]
Training 3/3 epoch (loss 0.0003):  97%|█████████▋| 15535/16050 [2:48:31<05:05,  1.68it/s]
Training 3/3 epoch (loss 0.0042):  97%|█████████▋| 15535/16050 [2:48:31<05:05,  1.68it/s]
Training 3/3 epoch (loss 0.0042):  97%|█████████▋| 15536/16050 [2:48:31<04:25,  1.93it/s]
Training 3/3 epoch (loss 0.0686):  97%|█████████▋| 15536/16050 [2:48:32<04:25,  1.93it/s]
Training 3/3 epoch (loss 0.0686):  97%|█████████▋| 15537/16050 [2:48:32<04:05,  2.09it/s]
Training 3/3 epoch (loss 0.0002):  97%|█████████▋| 15537/16050 [2:48:32<04:05,  2.09it/s]
Training 3/3 epoch (loss 0.0002):  97%|█████████▋| 15538/16050 [2:48:32<04:22,  1.95it/s]
Training 3/3 epoch (loss 0.0010):  97%|█████████▋| 15538/16050 [2:48:33<04:22,  1.95it/s]
Training 3/3 epoch (loss 0.0010):  97%|█████████▋| 15539/16050 [2:48:33<04:07,  2.06it/s]
Training 3/3 epoch (loss 0.1929):  97%|█████████▋| 15539/16050 [2:48:33<04:07,  2.06it/s]
Training 3/3 epoch (loss 0.1929):  97%|█████████▋| 15540/16050 [2:48:33<04:25,  1.92it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15540/16050 [2:48:34<04:25,  1.92it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15541/16050 [2:48:34<04:14,  2.00it/s]
Training 3/3 epoch (loss 0.0043):  97%|█████████▋| 15541/16050 [2:48:34<04:14,  2.00it/s]
Training 3/3 epoch (loss 0.0043):  97%|█████████▋| 15542/16050 [2:48:34<04:06,  2.06it/s]
Training 3/3 epoch (loss 0.0019):  97%|█████████▋| 15542/16050 [2:48:35<04:06,  2.06it/s]
Training 3/3 epoch (loss 0.0019):  97%|█████████▋| 15543/16050 [2:48:35<04:27,  1.90it/s]
Training 3/3 epoch (loss 0.0005):  97%|█████████▋| 15543/16050 [2:48:35<04:27,  1.90it/s]
Training 3/3 epoch (loss 0.0005):  97%|█████████▋| 15544/16050 [2:48:35<04:15,  1.98it/s]
Training 3/3 epoch (loss 0.0453):  97%|█████████▋| 15544/16050 [2:48:36<04:15,  1.98it/s]
Training 3/3 epoch (loss 0.0453):  97%|█████████▋| 15545/16050 [2:48:36<03:52,  2.17it/s]
Training 3/3 epoch (loss 0.2757):  97%|█████████▋| 15545/16050 [2:48:36<03:52,  2.17it/s]
Training 3/3 epoch (loss 0.2757):  97%|█████████▋| 15546/16050 [2:48:36<03:42,  2.27it/s]
Training 3/3 epoch (loss 0.0178):  97%|█████████▋| 15546/16050 [2:48:37<03:42,  2.27it/s]
Training 3/3 epoch (loss 0.0178):  97%|█████████▋| 15547/16050 [2:48:37<04:14,  1.98it/s]
Training 3/3 epoch (loss 0.0087):  97%|█████████▋| 15547/16050 [2:48:37<04:14,  1.98it/s]
Training 3/3 epoch (loss 0.0087):  97%|█████████▋| 15548/16050 [2:48:37<04:13,  1.98it/s]
Training 3/3 epoch (loss 0.0017):  97%|█████████▋| 15548/16050 [2:48:38<04:13,  1.98it/s]
Training 3/3 epoch (loss 0.0017):  97%|█████████▋| 15549/16050 [2:48:38<04:05,  2.04it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15549/16050 [2:48:38<04:05,  2.04it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15550/16050 [2:48:38<03:51,  2.16it/s]
Training 3/3 epoch (loss 0.4622):  97%|█████████▋| 15550/16050 [2:48:39<03:51,  2.16it/s]
Training 3/3 epoch (loss 0.4622):  97%|█████████▋| 15551/16050 [2:48:39<03:53,  2.14it/s]
Training 3/3 epoch (loss 0.0235):  97%|█████████▋| 15551/16050 [2:48:39<03:53,  2.14it/s]
Training 3/3 epoch (loss 0.0235):  97%|█████████▋| 15552/16050 [2:48:39<04:05,  2.03it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15552/16050 [2:48:39<04:05,  2.03it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15553/16050 [2:48:39<03:41,  2.24it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15553/16050 [2:48:40<03:41,  2.24it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15554/16050 [2:48:40<04:07,  2.01it/s]
Training 3/3 epoch (loss 0.0019):  97%|█████████▋| 15554/16050 [2:48:40<04:07,  2.01it/s]
Training 3/3 epoch (loss 0.0019):  97%|█████████▋| 15555/16050 [2:48:40<03:46,  2.18it/s]
Training 3/3 epoch (loss 0.0014):  97%|█████████▋| 15555/16050 [2:48:41<03:46,  2.18it/s]
Training 3/3 epoch (loss 0.0014):  97%|█████████▋| 15556/16050 [2:48:41<03:52,  2.12it/s]
Training 3/3 epoch (loss 0.0048):  97%|█████████▋| 15556/16050 [2:48:41<03:52,  2.12it/s]
Training 3/3 epoch (loss 0.0048):  97%|█████████▋| 15557/16050 [2:48:41<03:41,  2.22it/s]
Training 3/3 epoch (loss 0.3673):  97%|█████████▋| 15557/16050 [2:48:42<03:41,  2.22it/s]
Training 3/3 epoch (loss 0.3673):  97%|█████████▋| 15558/16050 [2:48:42<03:42,  2.21it/s]
Training 3/3 epoch (loss 0.3422):  97%|█████████▋| 15558/16050 [2:48:42<03:42,  2.21it/s]
Training 3/3 epoch (loss 0.3422):  97%|█████████▋| 15559/16050 [2:48:42<03:43,  2.20it/s]
Training 3/3 epoch (loss 0.0155):  97%|█████████▋| 15559/16050 [2:48:43<03:43,  2.20it/s]
Training 3/3 epoch (loss 0.0155):  97%|█████████▋| 15560/16050 [2:48:43<04:03,  2.01it/s]
Training 3/3 epoch (loss 0.2597):  97%|█████████▋| 15560/16050 [2:48:43<04:03,  2.01it/s]
Training 3/3 epoch (loss 0.2597):  97%|█████████▋| 15561/16050 [2:48:43<04:08,  1.97it/s]
Training 3/3 epoch (loss 0.0005):  97%|█████████▋| 15561/16050 [2:48:44<04:08,  1.97it/s]
Training 3/3 epoch (loss 0.0005):  97%|█████████▋| 15562/16050 [2:48:44<03:52,  2.10it/s]
Training 3/3 epoch (loss 0.0011):  97%|█████████▋| 15562/16050 [2:48:44<03:52,  2.10it/s]
Training 3/3 epoch (loss 0.0011):  97%|█████████▋| 15563/16050 [2:48:44<03:42,  2.19it/s]
Training 3/3 epoch (loss 0.1832):  97%|█████████▋| 15563/16050 [2:48:45<03:42,  2.19it/s]
Training 3/3 epoch (loss 0.1832):  97%|█████████▋| 15564/16050 [2:48:45<04:02,  2.00it/s]
Training 3/3 epoch (loss 0.0543):  97%|█████████▋| 15564/16050 [2:48:46<04:02,  2.00it/s]
Training 3/3 epoch (loss 0.0543):  97%|█████████▋| 15565/16050 [2:48:46<04:44,  1.70it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15565/16050 [2:48:46<04:44,  1.70it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15566/16050 [2:48:46<04:38,  1.74it/s]
Training 3/3 epoch (loss 0.0158):  97%|█████████▋| 15566/16050 [2:48:47<04:38,  1.74it/s]
Training 3/3 epoch (loss 0.0158):  97%|█████████▋| 15567/16050 [2:48:47<04:35,  1.76it/s]
Training 3/3 epoch (loss 0.5338):  97%|█████████▋| 15567/16050 [2:48:47<04:35,  1.76it/s]
Training 3/3 epoch (loss 0.5338):  97%|█████████▋| 15568/16050 [2:48:47<03:56,  2.04it/s]
Training 3/3 epoch (loss 0.0310):  97%|█████████▋| 15568/16050 [2:48:48<03:56,  2.04it/s]
Training 3/3 epoch (loss 0.0310):  97%|█████████▋| 15569/16050 [2:48:48<04:16,  1.88it/s]
Training 3/3 epoch (loss 0.0499):  97%|█████████▋| 15569/16050 [2:48:48<04:16,  1.88it/s]
Training 3/3 epoch (loss 0.0499):  97%|█████████▋| 15570/16050 [2:48:48<03:50,  2.08it/s]
Training 3/3 epoch (loss 0.0173):  97%|█████████▋| 15570/16050 [2:48:49<03:50,  2.08it/s]
Training 3/3 epoch (loss 0.0173):  97%|█████████▋| 15571/16050 [2:48:49<04:36,  1.73it/s]
Training 3/3 epoch (loss 0.0038):  97%|█████████▋| 15571/16050 [2:48:49<04:36,  1.73it/s]
Training 3/3 epoch (loss 0.0038):  97%|█████████▋| 15572/16050 [2:48:49<04:46,  1.67it/s]
Training 3/3 epoch (loss 0.0005):  97%|█████████▋| 15572/16050 [2:48:50<04:46,  1.67it/s]
Training 3/3 epoch (loss 0.0005):  97%|█████████▋| 15573/16050 [2:48:50<04:31,  1.76it/s]
Training 3/3 epoch (loss 0.0003):  97%|█████████▋| 15573/16050 [2:48:50<04:31,  1.76it/s]
Training 3/3 epoch (loss 0.0003):  97%|█████████▋| 15574/16050 [2:48:50<04:14,  1.87it/s]
Training 3/3 epoch (loss 0.0590):  97%|█████████▋| 15574/16050 [2:48:51<04:14,  1.87it/s]
Training 3/3 epoch (loss 0.0590):  97%|█████████▋| 15575/16050 [2:48:51<04:15,  1.86it/s]
Training 3/3 epoch (loss 0.0006):  97%|█████████▋| 15575/16050 [2:48:51<04:15,  1.86it/s]
Training 3/3 epoch (loss 0.0006):  97%|█████████▋| 15576/16050 [2:48:51<03:57,  1.99it/s]
Training 3/3 epoch (loss 0.0077):  97%|█████████▋| 15576/16050 [2:48:52<03:57,  1.99it/s]
Training 3/3 epoch (loss 0.0077):  97%|█████████▋| 15577/16050 [2:48:52<04:14,  1.86it/s]
Training 3/3 epoch (loss 0.4182):  97%|█████████▋| 15577/16050 [2:48:52<04:14,  1.86it/s]
Training 3/3 epoch (loss 0.4182):  97%|█████████▋| 15578/16050 [2:48:52<03:53,  2.03it/s]
Training 3/3 epoch (loss 0.0511):  97%|█████████▋| 15578/16050 [2:48:53<03:53,  2.03it/s]
Training 3/3 epoch (loss 0.0511):  97%|█████████▋| 15579/16050 [2:48:53<04:53,  1.61it/s]
Training 3/3 epoch (loss 0.0730):  97%|█████████▋| 15579/16050 [2:48:54<04:53,  1.61it/s]
Training 3/3 epoch (loss 0.0730):  97%|█████████▋| 15580/16050 [2:48:54<04:45,  1.65it/s]
Training 3/3 epoch (loss 0.0132):  97%|█████████▋| 15580/16050 [2:48:54<04:45,  1.65it/s]
Training 3/3 epoch (loss 0.0132):  97%|█████████▋| 15581/16050 [2:48:54<04:24,  1.77it/s]
Training 3/3 epoch (loss 0.0007):  97%|█████████▋| 15581/16050 [2:48:55<04:24,  1.77it/s]
Training 3/3 epoch (loss 0.0007):  97%|█████████▋| 15582/16050 [2:48:55<04:33,  1.71it/s]
Training 3/3 epoch (loss 0.1403):  97%|█████████▋| 15582/16050 [2:48:57<04:33,  1.71it/s]
Training 3/3 epoch (loss 0.1403):  97%|█████████▋| 15583/16050 [2:48:57<08:24,  1.08s/it]
Training 3/3 epoch (loss 0.0043):  97%|█████████▋| 15583/16050 [2:48:58<08:24,  1.08s/it]
Training 3/3 epoch (loss 0.0043):  97%|█████████▋| 15584/16050 [2:48:58<07:52,  1.01s/it]
Training 3/3 epoch (loss 0.0102):  97%|█████████▋| 15584/16050 [2:48:59<07:52,  1.01s/it]
Training 3/3 epoch (loss 0.0102):  97%|█████████▋| 15585/16050 [2:48:59<06:55,  1.12it/s]
Training 3/3 epoch (loss 0.0395):  97%|█████████▋| 15585/16050 [2:48:59<06:55,  1.12it/s]
Training 3/3 epoch (loss 0.0395):  97%|█████████▋| 15586/16050 [2:48:59<06:21,  1.22it/s]
Training 3/3 epoch (loss 0.2392):  97%|█████████▋| 15586/16050 [2:49:00<06:21,  1.22it/s]
Training 3/3 epoch (loss 0.2392):  97%|█████████▋| 15587/16050 [2:49:00<06:17,  1.23it/s]
Training 3/3 epoch (loss 0.0029):  97%|█████████▋| 15587/16050 [2:49:01<06:17,  1.23it/s]
Training 3/3 epoch (loss 0.0029):  97%|█████████▋| 15588/16050 [2:49:01<05:23,  1.43it/s]
Training 3/3 epoch (loss 0.0769):  97%|█████████▋| 15588/16050 [2:49:01<05:23,  1.43it/s]
Training 3/3 epoch (loss 0.0769):  97%|█████████▋| 15589/16050 [2:49:01<04:56,  1.55it/s]
Training 3/3 epoch (loss 0.0046):  97%|█████████▋| 15589/16050 [2:49:02<04:56,  1.55it/s]
Training 3/3 epoch (loss 0.0046):  97%|█████████▋| 15590/16050 [2:49:02<04:38,  1.65it/s]
Training 3/3 epoch (loss 0.0004):  97%|█████████▋| 15590/16050 [2:49:02<04:38,  1.65it/s]
Training 3/3 epoch (loss 0.0004):  97%|█████████▋| 15591/16050 [2:49:02<04:30,  1.70it/s]
Training 3/3 epoch (loss 0.3530):  97%|█████████▋| 15591/16050 [2:49:03<04:30,  1.70it/s]
Training 3/3 epoch (loss 0.3530):  97%|█████████▋| 15592/16050 [2:49:03<04:14,  1.80it/s]
Training 3/3 epoch (loss 0.0116):  97%|█████████▋| 15592/16050 [2:49:03<04:14,  1.80it/s]
Training 3/3 epoch (loss 0.0116):  97%|█████████▋| 15593/16050 [2:49:03<04:18,  1.77it/s]
Training 3/3 epoch (loss 0.4474):  97%|█████████▋| 15593/16050 [2:49:04<04:18,  1.77it/s]
Training 3/3 epoch (loss 0.4474):  97%|█████████▋| 15594/16050 [2:49:04<04:15,  1.78it/s]
Training 3/3 epoch (loss 0.0048):  97%|█████████▋| 15594/16050 [2:49:05<04:15,  1.78it/s]
Training 3/3 epoch (loss 0.0048):  97%|█████████▋| 15595/16050 [2:49:05<04:45,  1.60it/s]
Training 3/3 epoch (loss 0.2495):  97%|█████████▋| 15595/16050 [2:49:05<04:45,  1.60it/s]
Training 3/3 epoch (loss 0.2495):  97%|█████████▋| 15596/16050 [2:49:05<04:05,  1.85it/s]
Training 3/3 epoch (loss 0.0004):  97%|█████████▋| 15596/16050 [2:49:05<04:05,  1.85it/s]
Training 3/3 epoch (loss 0.0004):  97%|█████████▋| 15597/16050 [2:49:05<03:50,  1.97it/s]
Training 3/3 epoch (loss 0.0066):  97%|█████████▋| 15597/16050 [2:49:06<03:50,  1.97it/s]
Training 3/3 epoch (loss 0.0066):  97%|█████████▋| 15598/16050 [2:49:06<03:52,  1.94it/s]
Training 3/3 epoch (loss 0.0041):  97%|█████████▋| 15598/16050 [2:49:06<03:52,  1.94it/s]
Training 3/3 epoch (loss 0.0041):  97%|█████████▋| 15599/16050 [2:49:06<04:03,  1.85it/s]
Training 3/3 epoch (loss 0.5429):  97%|█████████▋| 15599/16050 [2:49:07<04:03,  1.85it/s]
Training 3/3 epoch (loss 0.5429):  97%|█████████▋| 15600/16050 [2:49:07<03:48,  1.97it/s]
Training 3/3 epoch (loss 0.0011):  97%|█████████▋| 15600/16050 [2:49:07<03:48,  1.97it/s]
Training 3/3 epoch (loss 0.0011):  97%|█████████▋| 15601/16050 [2:49:07<03:49,  1.96it/s]
Training 3/3 epoch (loss 0.1634):  97%|█████████▋| 15601/16050 [2:49:08<03:49,  1.96it/s]
Training 3/3 epoch (loss 0.1634):  97%|█████████▋| 15602/16050 [2:49:08<03:34,  2.09it/s]
Training 3/3 epoch (loss 0.0041):  97%|█████████▋| 15602/16050 [2:49:08<03:34,  2.09it/s]
Training 3/3 epoch (loss 0.0041):  97%|█████████▋| 15603/16050 [2:49:08<03:40,  2.03it/s]
Training 3/3 epoch (loss 0.0469):  97%|█████████▋| 15603/16050 [2:49:09<03:40,  2.03it/s]
Training 3/3 epoch (loss 0.0469):  97%|█████████▋| 15604/16050 [2:49:09<03:51,  1.92it/s]
Training 3/3 epoch (loss 0.1437):  97%|█████████▋| 15604/16050 [2:49:09<03:51,  1.92it/s]
Training 3/3 epoch (loss 0.1437):  97%|█████████▋| 15605/16050 [2:49:09<03:36,  2.06it/s]
Training 3/3 epoch (loss 0.4184):  97%|█████████▋| 15605/16050 [2:49:10<03:36,  2.06it/s]
Training 3/3 epoch (loss 0.4184):  97%|█████████▋| 15606/16050 [2:49:10<03:40,  2.01it/s]
Training 3/3 epoch (loss 0.1640):  97%|█████████▋| 15606/16050 [2:49:12<03:40,  2.01it/s]
Training 3/3 epoch (loss 0.1640):  97%|█████████▋| 15607/16050 [2:49:12<07:30,  1.02s/it]
Training 3/3 epoch (loss 0.0000):  97%|█████████▋| 15607/16050 [2:49:13<07:30,  1.02s/it]
Training 3/3 epoch (loss 0.0000):  97%|█████████▋| 15608/16050 [2:49:13<06:18,  1.17it/s]
Training 3/3 epoch (loss 0.1234):  97%|█████████▋| 15608/16050 [2:49:13<06:18,  1.17it/s]
Training 3/3 epoch (loss 0.1234):  97%|█████████▋| 15609/16050 [2:49:13<05:11,  1.41it/s]
Training 3/3 epoch (loss 0.0919):  97%|█████████▋| 15609/16050 [2:49:13<05:11,  1.41it/s]
Training 3/3 epoch (loss 0.0919):  97%|█████████▋| 15610/16050 [2:49:13<04:39,  1.57it/s]
Training 3/3 epoch (loss 0.0015):  97%|█████████▋| 15610/16050 [2:49:14<04:39,  1.57it/s]
Training 3/3 epoch (loss 0.0015):  97%|█████████▋| 15611/16050 [2:49:14<04:35,  1.60it/s]
Training 3/3 epoch (loss 0.0007):  97%|█████████▋| 15611/16050 [2:49:14<04:35,  1.60it/s]
Training 3/3 epoch (loss 0.0007):  97%|█████████▋| 15612/16050 [2:49:14<04:08,  1.76it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15612/16050 [2:49:15<04:08,  1.76it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15613/16050 [2:49:15<04:01,  1.81it/s]
Training 3/3 epoch (loss 0.2495):  97%|█████████▋| 15613/16050 [2:49:16<04:01,  1.81it/s]
Training 3/3 epoch (loss 0.2495):  97%|█████████▋| 15614/16050 [2:49:16<04:10,  1.74it/s]
Training 3/3 epoch (loss 0.0000):  97%|█████████▋| 15614/16050 [2:49:16<04:10,  1.74it/s]
Training 3/3 epoch (loss 0.0000):  97%|█████████▋| 15615/16050 [2:49:16<04:02,  1.79it/s]
Training 3/3 epoch (loss 0.0426):  97%|█████████▋| 15615/16050 [2:49:17<04:02,  1.79it/s]
Training 3/3 epoch (loss 0.0426):  97%|█████████▋| 15616/16050 [2:49:17<05:00,  1.44it/s]
Training 3/3 epoch (loss 0.0293):  97%|█████████▋| 15616/16050 [2:49:18<05:00,  1.44it/s]
Training 3/3 epoch (loss 0.0293):  97%|█████████▋| 15617/16050 [2:49:18<04:52,  1.48it/s]
Training 3/3 epoch (loss 0.0000):  97%|█████████▋| 15617/16050 [2:49:18<04:52,  1.48it/s]
Training 3/3 epoch (loss 0.0000):  97%|█████████▋| 15618/16050 [2:49:18<04:24,  1.63it/s]
Training 3/3 epoch (loss 0.0472):  97%|█████████▋| 15618/16050 [2:49:19<04:24,  1.63it/s]
Training 3/3 epoch (loss 0.0472):  97%|█████████▋| 15619/16050 [2:49:19<04:31,  1.59it/s]
Training 3/3 epoch (loss 0.0009):  97%|█████████▋| 15619/16050 [2:49:19<04:31,  1.59it/s]
Training 3/3 epoch (loss 0.0009):  97%|█████████▋| 15620/16050 [2:49:19<04:03,  1.76it/s]
Training 3/3 epoch (loss 0.4179):  97%|█████████▋| 15620/16050 [2:49:20<04:03,  1.76it/s]
Training 3/3 epoch (loss 0.4179):  97%|█████████▋| 15621/16050 [2:49:20<03:30,  2.04it/s]
Training 3/3 epoch (loss 0.0496):  97%|█████████▋| 15621/16050 [2:49:20<03:30,  2.04it/s]
Training 3/3 epoch (loss 0.0496):  97%|█████████▋| 15622/16050 [2:49:20<03:12,  2.22it/s]
Training 3/3 epoch (loss 0.4117):  97%|█████████▋| 15622/16050 [2:49:20<03:12,  2.22it/s]
Training 3/3 epoch (loss 0.4117):  97%|█████████▋| 15623/16050 [2:49:20<03:06,  2.29it/s]
Training 3/3 epoch (loss 0.0006):  97%|█████████▋| 15623/16050 [2:49:21<03:06,  2.29it/s]
Training 3/3 epoch (loss 0.0006):  97%|█████████▋| 15624/16050 [2:49:21<03:31,  2.01it/s]
Training 3/3 epoch (loss 0.5536):  97%|█████████▋| 15624/16050 [2:49:23<03:31,  2.01it/s]
Training 3/3 epoch (loss 0.5536):  97%|█████████▋| 15625/16050 [2:49:23<07:14,  1.02s/it]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15625/16050 [2:49:24<07:14,  1.02s/it]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15626/16050 [2:49:24<05:55,  1.19it/s]
Training 3/3 epoch (loss 0.0161):  97%|█████████▋| 15626/16050 [2:49:24<05:55,  1.19it/s]
Training 3/3 epoch (loss 0.0161):  97%|█████████▋| 15627/16050 [2:49:24<05:34,  1.26it/s]
Training 3/3 epoch (loss 0.0364):  97%|█████████▋| 15627/16050 [2:49:25<05:34,  1.26it/s]
Training 3/3 epoch (loss 0.0364):  97%|█████████▋| 15628/16050 [2:49:25<05:04,  1.39it/s]
Training 3/3 epoch (loss 0.2433):  97%|█████████▋| 15628/16050 [2:49:25<05:04,  1.39it/s]
Training 3/3 epoch (loss 0.2433):  97%|█████████▋| 15629/16050 [2:49:25<04:34,  1.54it/s]
Training 3/3 epoch (loss 0.4814):  97%|█████████▋| 15629/16050 [2:49:26<04:34,  1.54it/s]
Training 3/3 epoch (loss 0.4814):  97%|█████████▋| 15630/16050 [2:49:26<04:24,  1.59it/s]
Training 3/3 epoch (loss 0.0009):  97%|█████████▋| 15630/16050 [2:49:27<04:24,  1.59it/s]
Training 3/3 epoch (loss 0.0009):  97%|█████████▋| 15631/16050 [2:49:27<04:19,  1.61it/s]
Training 3/3 epoch (loss 0.2654):  97%|█████████▋| 15631/16050 [2:49:27<04:19,  1.61it/s]
Training 3/3 epoch (loss 0.2654):  97%|█████████▋| 15632/16050 [2:49:27<04:20,  1.60it/s]
Training 3/3 epoch (loss 0.0745):  97%|█████████▋| 15632/16050 [2:49:28<04:20,  1.60it/s]
Training 3/3 epoch (loss 0.0745):  97%|█████████▋| 15633/16050 [2:49:28<03:58,  1.75it/s]
Training 3/3 epoch (loss 0.2760):  97%|█████████▋| 15633/16050 [2:49:28<03:58,  1.75it/s]
Training 3/3 epoch (loss 0.2760):  97%|█████████▋| 15634/16050 [2:49:28<03:45,  1.85it/s]
Training 3/3 epoch (loss 0.0515):  97%|█████████▋| 15634/16050 [2:49:29<03:45,  1.85it/s]
Training 3/3 epoch (loss 0.0515):  97%|█████████▋| 15635/16050 [2:49:29<03:57,  1.75it/s]
Training 3/3 epoch (loss 0.2920):  97%|█████████▋| 15635/16050 [2:49:29<03:57,  1.75it/s]
Training 3/3 epoch (loss 0.2920):  97%|█████████▋| 15636/16050 [2:49:29<03:44,  1.85it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15636/16050 [2:49:30<03:44,  1.85it/s]
Training 3/3 epoch (loss 0.0001):  97%|█████████▋| 15637/16050 [2:49:30<03:55,  1.75it/s]
Training 3/3 epoch (loss 0.0040):  97%|█████████▋| 15637/16050 [2:49:30<03:55,  1.75it/s]
Training 3/3 epoch (loss 0.0040):  97%|█████████▋| 15638/16050 [2:49:30<03:53,  1.77it/s]
Training 3/3 epoch (loss 0.0114):  97%|█████████▋| 15638/16050 [2:49:31<03:53,  1.77it/s]
Training 3/3 epoch (loss 0.0114):  97%|█████████▋| 15639/16050 [2:49:31<04:08,  1.66it/s]
Training 3/3 epoch (loss 0.0040):  97%|█████████▋| 15639/16050 [2:49:32<04:08,  1.66it/s]
Training 3/3 epoch (loss 0.0040):  97%|█████████▋| 15640/16050 [2:49:32<04:09,  1.65it/s]
Training 3/3 epoch (loss 0.0096):  97%|█████████▋| 15640/16050 [2:49:32<04:09,  1.65it/s]
Training 3/3 epoch (loss 0.0096):  97%|█████████▋| 15641/16050 [2:49:32<04:11,  1.62it/s]
Training 3/3 epoch (loss 0.0107):  97%|█████████▋| 15641/16050 [2:49:34<04:11,  1.62it/s]
Training 3/3 epoch (loss 0.0107):  97%|█████████▋| 15642/16050 [2:49:34<06:03,  1.12it/s]
Training 3/3 epoch (loss 0.0397):  97%|█████████▋| 15642/16050 [2:49:34<06:03,  1.12it/s]
Training 3/3 epoch (loss 0.0397):  97%|█████████▋| 15643/16050 [2:49:34<05:16,  1.29it/s]
Training 3/3 epoch (loss 0.0593):  97%|█████████▋| 15643/16050 [2:49:35<05:16,  1.29it/s]
Training 3/3 epoch (loss 0.0593):  97%|█████████▋| 15644/16050 [2:49:35<04:45,  1.42it/s]
Training 3/3 epoch (loss 0.4502):  97%|█████████▋| 15644/16050 [2:49:35<04:45,  1.42it/s]
Training 3/3 epoch (loss 0.4502):  97%|█████████▋| 15645/16050 [2:49:35<04:05,  1.65it/s]
Training 3/3 epoch (loss 0.0024):  97%|█████████▋| 15645/16050 [2:49:36<04:05,  1.65it/s]
Training 3/3 epoch (loss 0.0024):  97%|█████████▋| 15646/16050 [2:49:36<03:52,  1.74it/s]
Training 3/3 epoch (loss 0.0026):  97%|█████████▋| 15646/16050 [2:49:36<03:52,  1.74it/s]
Training 3/3 epoch (loss 0.0026):  97%|█████████▋| 15647/16050 [2:49:36<03:44,  1.80it/s]
Training 3/3 epoch (loss 0.0006):  97%|█████████▋| 15647/16050 [2:49:37<03:44,  1.80it/s]
Training 3/3 epoch (loss 0.0006):  97%|█████████▋| 15648/16050 [2:49:37<03:25,  1.95it/s]
Training 3/3 epoch (loss 0.4029):  97%|█████████▋| 15648/16050 [2:49:37<03:25,  1.95it/s]
Training 3/3 epoch (loss 0.4029):  98%|█████████▊| 15649/16050 [2:49:37<03:13,  2.08it/s]
Training 3/3 epoch (loss 0.0098):  98%|█████████▊| 15649/16050 [2:49:38<03:13,  2.08it/s]
Training 3/3 epoch (loss 0.0098):  98%|█████████▊| 15650/16050 [2:49:38<03:21,  1.98it/s]
Training 3/3 epoch (loss 0.0031):  98%|█████████▊| 15650/16050 [2:49:38<03:21,  1.98it/s]
Training 3/3 epoch (loss 0.0031):  98%|█████████▊| 15651/16050 [2:49:38<03:52,  1.71it/s]
Training 3/3 epoch (loss 0.0015):  98%|█████████▊| 15651/16050 [2:49:39<03:52,  1.71it/s]
Training 3/3 epoch (loss 0.0015):  98%|█████████▊| 15652/16050 [2:49:39<04:25,  1.50it/s]
Training 3/3 epoch (loss 0.0256):  98%|█████████▊| 15652/16050 [2:49:40<04:25,  1.50it/s]
Training 3/3 epoch (loss 0.0256):  98%|█████████▊| 15653/16050 [2:49:40<04:39,  1.42it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15653/16050 [2:49:41<04:39,  1.42it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15654/16050 [2:49:41<05:37,  1.17it/s]
Training 3/3 epoch (loss 0.4908):  98%|█████████▊| 15654/16050 [2:49:42<05:37,  1.17it/s]
Training 3/3 epoch (loss 0.4908):  98%|█████████▊| 15655/16050 [2:49:42<05:45,  1.14it/s]
Training 3/3 epoch (loss 0.0132):  98%|█████████▊| 15655/16050 [2:49:43<05:45,  1.14it/s]
Training 3/3 epoch (loss 0.0132):  98%|█████████▊| 15656/16050 [2:49:43<05:17,  1.24it/s]
Training 3/3 epoch (loss 0.2323):  98%|█████████▊| 15656/16050 [2:49:43<05:17,  1.24it/s]
Training 3/3 epoch (loss 0.2323):  98%|█████████▊| 15657/16050 [2:49:43<04:38,  1.41it/s]
Training 3/3 epoch (loss 0.0003):  98%|█████████▊| 15657/16050 [2:49:44<04:38,  1.41it/s]
Training 3/3 epoch (loss 0.0003):  98%|█████████▊| 15658/16050 [2:49:44<04:06,  1.59it/s]
Training 3/3 epoch (loss 0.0012):  98%|█████████▊| 15658/16050 [2:49:44<04:06,  1.59it/s]
Training 3/3 epoch (loss 0.0012):  98%|█████████▊| 15659/16050 [2:49:44<04:00,  1.62it/s]
Training 3/3 epoch (loss 0.0059):  98%|█████████▊| 15659/16050 [2:49:45<04:00,  1.62it/s]
Training 3/3 epoch (loss 0.0059):  98%|█████████▊| 15660/16050 [2:49:45<04:00,  1.62it/s]
Training 3/3 epoch (loss 0.4348):  98%|█████████▊| 15660/16050 [2:49:45<04:00,  1.62it/s]
Training 3/3 epoch (loss 0.4348):  98%|█████████▊| 15661/16050 [2:49:45<03:30,  1.84it/s]
Training 3/3 epoch (loss 0.4464):  98%|█████████▊| 15661/16050 [2:49:46<03:30,  1.84it/s]
Training 3/3 epoch (loss 0.4464):  98%|█████████▊| 15662/16050 [2:49:46<03:02,  2.12it/s]
Training 3/3 epoch (loss 0.0116):  98%|█████████▊| 15662/16050 [2:49:46<03:02,  2.12it/s]
Training 3/3 epoch (loss 0.0116):  98%|█████████▊| 15663/16050 [2:49:46<03:00,  2.14it/s]
Training 3/3 epoch (loss 0.0017):  98%|█████████▊| 15663/16050 [2:49:47<03:00,  2.14it/s]
Training 3/3 epoch (loss 0.0017):  98%|█████████▊| 15664/16050 [2:49:47<03:01,  2.13it/s]
Training 3/3 epoch (loss 0.2043):  98%|█████████▊| 15664/16050 [2:49:47<03:01,  2.13it/s]
Training 3/3 epoch (loss 0.2043):  98%|█████████▊| 15665/16050 [2:49:47<02:54,  2.20it/s]
Training 3/3 epoch (loss 0.0113):  98%|█████████▊| 15665/16050 [2:49:48<02:54,  2.20it/s]
Training 3/3 epoch (loss 0.0113):  98%|█████████▊| 15666/16050 [2:49:48<03:03,  2.09it/s]
Training 3/3 epoch (loss 0.3454):  98%|█████████▊| 15666/16050 [2:49:48<03:03,  2.09it/s]
Training 3/3 epoch (loss 0.3454):  98%|█████████▊| 15667/16050 [2:49:48<03:24,  1.87it/s]
Training 3/3 epoch (loss 0.1826):  98%|█████████▊| 15667/16050 [2:49:51<03:24,  1.87it/s]
Training 3/3 epoch (loss 0.1826):  98%|█████████▊| 15668/16050 [2:49:51<06:50,  1.07s/it]
Training 3/3 epoch (loss 0.0066):  98%|█████████▊| 15668/16050 [2:49:51<06:50,  1.07s/it]
Training 3/3 epoch (loss 0.0066):  98%|█████████▊| 15669/16050 [2:49:51<05:49,  1.09it/s]
Training 3/3 epoch (loss 0.0003):  98%|█████████▊| 15669/16050 [2:49:52<05:49,  1.09it/s]
Training 3/3 epoch (loss 0.0003):  98%|█████████▊| 15670/16050 [2:49:52<04:51,  1.31it/s]
Training 3/3 epoch (loss 0.0198):  98%|█████████▊| 15670/16050 [2:49:52<04:51,  1.31it/s]
Training 3/3 epoch (loss 0.0198):  98%|█████████▊| 15671/16050 [2:49:52<04:43,  1.34it/s]
Training 3/3 epoch (loss 0.2308):  98%|█████████▊| 15671/16050 [2:49:53<04:43,  1.34it/s]
Training 3/3 epoch (loss 0.2308):  98%|█████████▊| 15672/16050 [2:49:53<04:06,  1.53it/s]
Training 3/3 epoch (loss 0.0011):  98%|█████████▊| 15672/16050 [2:49:53<04:06,  1.53it/s]
Training 3/3 epoch (loss 0.0011):  98%|█████████▊| 15673/16050 [2:49:53<03:44,  1.68it/s]
Training 3/3 epoch (loss 0.0687):  98%|█████████▊| 15673/16050 [2:49:54<03:44,  1.68it/s]
Training 3/3 epoch (loss 0.0687):  98%|█████████▊| 15674/16050 [2:49:54<03:54,  1.61it/s]
Training 3/3 epoch (loss 0.0001):  98%|█████████▊| 15674/16050 [2:49:54<03:54,  1.61it/s]
Training 3/3 epoch (loss 0.0001):  98%|█████████▊| 15675/16050 [2:49:54<03:53,  1.61it/s]
Training 3/3 epoch (loss 0.3748):  98%|█████████▊| 15675/16050 [2:49:55<03:53,  1.61it/s]
Training 3/3 epoch (loss 0.3748):  98%|█████████▊| 15676/16050 [2:49:55<03:52,  1.61it/s]
Training 3/3 epoch (loss 0.0218):  98%|█████████▊| 15676/16050 [2:49:56<03:52,  1.61it/s]
Training 3/3 epoch (loss 0.0218):  98%|█████████▊| 15677/16050 [2:49:56<04:12,  1.48it/s]
Training 3/3 epoch (loss 0.1111):  98%|█████████▊| 15677/16050 [2:49:56<04:12,  1.48it/s]
Training 3/3 epoch (loss 0.1111):  98%|█████████▊| 15678/16050 [2:49:56<03:55,  1.58it/s]
Training 3/3 epoch (loss 0.0076):  98%|█████████▊| 15678/16050 [2:49:57<03:55,  1.58it/s]
Training 3/3 epoch (loss 0.0076):  98%|█████████▊| 15679/16050 [2:49:57<03:27,  1.79it/s]
Training 3/3 epoch (loss 0.0007):  98%|█████████▊| 15679/16050 [2:49:57<03:27,  1.79it/s]
Training 3/3 epoch (loss 0.0007):  98%|█████████▊| 15680/16050 [2:49:57<03:15,  1.89it/s]
Training 3/3 epoch (loss 0.0008):  98%|█████████▊| 15680/16050 [2:49:58<03:15,  1.89it/s]
Training 3/3 epoch (loss 0.0008):  98%|█████████▊| 15681/16050 [2:49:58<03:15,  1.89it/s]
Training 3/3 epoch (loss 0.0256):  98%|█████████▊| 15681/16050 [2:49:59<03:15,  1.89it/s]
Training 3/3 epoch (loss 0.0256):  98%|█████████▊| 15682/16050 [2:49:59<03:47,  1.62it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15682/16050 [2:49:59<03:47,  1.62it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15683/16050 [2:49:59<03:36,  1.69it/s]
Training 3/3 epoch (loss 0.2861):  98%|█████████▊| 15683/16050 [2:50:00<03:36,  1.69it/s]
Training 3/3 epoch (loss 0.2861):  98%|█████████▊| 15684/16050 [2:50:00<03:15,  1.87it/s]
Training 3/3 epoch (loss 0.2989):  98%|█████████▊| 15684/16050 [2:50:00<03:15,  1.87it/s]
Training 3/3 epoch (loss 0.2989):  98%|█████████▊| 15685/16050 [2:50:00<03:00,  2.02it/s]
Training 3/3 epoch (loss 0.2817):  98%|█████████▊| 15685/16050 [2:50:01<03:00,  2.02it/s]
Training 3/3 epoch (loss 0.2817):  98%|█████████▊| 15686/16050 [2:50:01<03:11,  1.91it/s]
Training 3/3 epoch (loss 0.2454):  98%|█████████▊| 15686/16050 [2:50:01<03:11,  1.91it/s]
Training 3/3 epoch (loss 0.2454):  98%|█████████▊| 15687/16050 [2:50:01<02:51,  2.12it/s]
Training 3/3 epoch (loss 0.6927):  98%|█████████▊| 15687/16050 [2:50:01<02:51,  2.12it/s]
Training 3/3 epoch (loss 0.6927):  98%|█████████▊| 15688/16050 [2:50:01<02:33,  2.36it/s]
Training 3/3 epoch (loss 0.1255):  98%|█████████▊| 15688/16050 [2:50:04<02:33,  2.36it/s]
Training 3/3 epoch (loss 0.1255):  98%|█████████▊| 15689/16050 [2:50:04<06:01,  1.00s/it]
Training 3/3 epoch (loss 0.0007):  98%|█████████▊| 15689/16050 [2:50:04<06:01,  1.00s/it]
Training 3/3 epoch (loss 0.0007):  98%|█████████▊| 15690/16050 [2:50:04<05:26,  1.10it/s]
Training 3/3 epoch (loss 0.3715):  98%|█████████▊| 15690/16050 [2:50:05<05:26,  1.10it/s]
Training 3/3 epoch (loss 0.3715):  98%|█████████▊| 15691/16050 [2:50:05<04:28,  1.34it/s]
Training 3/3 epoch (loss 0.0001):  98%|█████████▊| 15691/16050 [2:50:05<04:28,  1.34it/s]
Training 3/3 epoch (loss 0.0001):  98%|█████████▊| 15692/16050 [2:50:05<04:38,  1.28it/s]
Training 3/3 epoch (loss 0.0570):  98%|█████████▊| 15692/16050 [2:50:06<04:38,  1.28it/s]
Training 3/3 epoch (loss 0.0570):  98%|█████████▊| 15693/16050 [2:50:06<04:26,  1.34it/s]
Training 3/3 epoch (loss 0.2471):  98%|█████████▊| 15693/16050 [2:50:06<04:26,  1.34it/s]
Training 3/3 epoch (loss 0.2471):  98%|█████████▊| 15694/16050 [2:50:06<03:43,  1.60it/s]
Training 3/3 epoch (loss 0.2351):  98%|█████████▊| 15694/16050 [2:50:07<03:43,  1.60it/s]
Training 3/3 epoch (loss 0.2351):  98%|█████████▊| 15695/16050 [2:50:07<03:30,  1.68it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15695/16050 [2:50:07<03:30,  1.68it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15696/16050 [2:50:07<03:09,  1.87it/s]
Training 3/3 epoch (loss 0.0008):  98%|█████████▊| 15696/16050 [2:50:08<03:09,  1.87it/s]
Training 3/3 epoch (loss 0.0008):  98%|█████████▊| 15697/16050 [2:50:08<02:56,  2.00it/s]
Training 3/3 epoch (loss 0.0130):  98%|█████████▊| 15697/16050 [2:50:08<02:56,  2.00it/s]
Training 3/3 epoch (loss 0.0130):  98%|█████████▊| 15698/16050 [2:50:08<02:44,  2.14it/s]
Training 3/3 epoch (loss 0.2126):  98%|█████████▊| 15698/16050 [2:50:09<02:44,  2.14it/s]
Training 3/3 epoch (loss 0.2126):  98%|█████████▊| 15699/16050 [2:50:09<02:31,  2.32it/s]
Training 3/3 epoch (loss 0.1077):  98%|█████████▊| 15699/16050 [2:50:09<02:31,  2.32it/s]
Training 3/3 epoch (loss 0.1077):  98%|█████████▊| 15700/16050 [2:50:09<02:55,  2.00it/s]
Training 3/3 epoch (loss 0.1241):  98%|█████████▊| 15700/16050 [2:50:10<02:55,  2.00it/s]
Training 3/3 epoch (loss 0.1241):  98%|█████████▊| 15701/16050 [2:50:10<03:05,  1.88it/s]
Training 3/3 epoch (loss 0.3311):  98%|█████████▊| 15701/16050 [2:50:10<03:05,  1.88it/s]
Training 3/3 epoch (loss 0.3311):  98%|█████████▊| 15702/16050 [2:50:10<03:14,  1.79it/s]
Training 3/3 epoch (loss 0.0023):  98%|█████████▊| 15702/16050 [2:50:11<03:14,  1.79it/s]
Training 3/3 epoch (loss 0.0023):  98%|█████████▊| 15703/16050 [2:50:11<03:20,  1.73it/s]
Training 3/3 epoch (loss 0.0001):  98%|█████████▊| 15703/16050 [2:50:12<03:20,  1.73it/s]
Training 3/3 epoch (loss 0.0001):  98%|█████████▊| 15704/16050 [2:50:12<03:10,  1.81it/s]
Training 3/3 epoch (loss 0.0827):  98%|█████████▊| 15704/16050 [2:50:12<03:10,  1.81it/s]
Training 3/3 epoch (loss 0.0827):  98%|█████████▊| 15705/16050 [2:50:12<03:22,  1.70it/s]
Training 3/3 epoch (loss 0.0690):  98%|█████████▊| 15705/16050 [2:50:13<03:22,  1.70it/s]
Training 3/3 epoch (loss 0.0690):  98%|█████████▊| 15706/16050 [2:50:13<02:58,  1.93it/s]
Training 3/3 epoch (loss 0.0010):  98%|█████████▊| 15706/16050 [2:50:13<02:58,  1.93it/s]
Training 3/3 epoch (loss 0.0010):  98%|█████████▊| 15707/16050 [2:50:13<03:04,  1.86it/s]
Training 3/3 epoch (loss 0.1367):  98%|█████████▊| 15707/16050 [2:50:14<03:04,  1.86it/s]
Training 3/3 epoch (loss 0.1367):  98%|█████████▊| 15708/16050 [2:50:14<03:12,  1.78it/s]
Training 3/3 epoch (loss 0.1406):  98%|█████████▊| 15708/16050 [2:50:14<03:12,  1.78it/s]
Training 3/3 epoch (loss 0.1406):  98%|█████████▊| 15709/16050 [2:50:14<02:54,  1.96it/s]
Training 3/3 epoch (loss 0.0094):  98%|█████████▊| 15709/16050 [2:50:15<02:54,  1.96it/s]
Training 3/3 epoch (loss 0.0094):  98%|█████████▊| 15710/16050 [2:50:15<03:03,  1.85it/s]
Training 3/3 epoch (loss 0.8007):  98%|█████████▊| 15710/16050 [2:50:15<03:03,  1.85it/s]
Training 3/3 epoch (loss 0.8007):  98%|█████████▊| 15711/16050 [2:50:15<02:56,  1.92it/s]
Training 3/3 epoch (loss 0.0076):  98%|█████████▊| 15711/16050 [2:50:16<02:56,  1.92it/s]
Training 3/3 epoch (loss 0.0076):  98%|█████████▊| 15712/16050 [2:50:16<02:51,  1.97it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15712/16050 [2:50:16<02:51,  1.97it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15713/16050 [2:50:16<02:58,  1.89it/s]
Training 3/3 epoch (loss 0.0979):  98%|█████████▊| 15713/16050 [2:50:17<02:58,  1.89it/s]
Training 3/3 epoch (loss 0.0979):  98%|█████████▊| 15714/16050 [2:50:17<02:41,  2.08it/s]
Training 3/3 epoch (loss 0.0001):  98%|█████████▊| 15714/16050 [2:50:17<02:41,  2.08it/s]
Training 3/3 epoch (loss 0.0001):  98%|█████████▊| 15715/16050 [2:50:17<02:29,  2.24it/s]
Training 3/3 epoch (loss 0.1127):  98%|█████████▊| 15715/16050 [2:50:17<02:29,  2.24it/s]
Training 3/3 epoch (loss 0.1127):  98%|█████████▊| 15716/16050 [2:50:17<02:28,  2.25it/s]
Training 3/3 epoch (loss 0.0004):  98%|█████████▊| 15716/16050 [2:50:18<02:28,  2.25it/s]
Training 3/3 epoch (loss 0.0004):  98%|█████████▊| 15717/16050 [2:50:18<02:18,  2.41it/s]
Training 3/3 epoch (loss 0.2967):  98%|█████████▊| 15717/16050 [2:50:18<02:18,  2.41it/s]
Training 3/3 epoch (loss 0.2967):  98%|█████████▊| 15718/16050 [2:50:18<02:36,  2.11it/s]
Training 3/3 epoch (loss 0.1758):  98%|█████████▊| 15718/16050 [2:50:19<02:36,  2.11it/s]
Training 3/3 epoch (loss 0.1758):  98%|█████████▊| 15719/16050 [2:50:19<02:47,  1.98it/s]
Training 3/3 epoch (loss 0.0272):  98%|█████████▊| 15719/16050 [2:50:19<02:47,  1.98it/s]
Training 3/3 epoch (loss 0.0272):  98%|█████████▊| 15720/16050 [2:50:19<02:31,  2.18it/s]
Training 3/3 epoch (loss 0.2175):  98%|█████████▊| 15720/16050 [2:50:20<02:31,  2.18it/s]
Training 3/3 epoch (loss 0.2175):  98%|█████████▊| 15721/16050 [2:50:20<02:31,  2.18it/s]
Training 3/3 epoch (loss 0.5162):  98%|█████████▊| 15721/16050 [2:50:22<02:31,  2.18it/s]
Training 3/3 epoch (loss 0.5162):  98%|█████████▊| 15722/16050 [2:50:22<05:24,  1.01it/s]
Training 3/3 epoch (loss 0.0038):  98%|█████████▊| 15722/16050 [2:50:22<05:24,  1.01it/s]
Training 3/3 epoch (loss 0.0038):  98%|█████████▊| 15723/16050 [2:50:22<04:25,  1.23it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15723/16050 [2:50:23<04:25,  1.23it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15724/16050 [2:50:23<03:50,  1.41it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15724/16050 [2:50:23<03:50,  1.41it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15725/16050 [2:50:23<03:28,  1.56it/s]
Training 3/3 epoch (loss 0.0052):  98%|█████████▊| 15725/16050 [2:50:24<03:28,  1.56it/s]
Training 3/3 epoch (loss 0.0052):  98%|█████████▊| 15726/16050 [2:50:24<03:28,  1.55it/s]
Training 3/3 epoch (loss 0.0118):  98%|█████████▊| 15726/16050 [2:50:25<03:28,  1.55it/s]
Training 3/3 epoch (loss 0.0118):  98%|█████████▊| 15727/16050 [2:50:25<03:56,  1.37it/s]
Training 3/3 epoch (loss 0.7128):  98%|█████████▊| 15727/16050 [2:50:25<03:56,  1.37it/s]
Training 3/3 epoch (loss 0.7128):  98%|█████████▊| 15728/16050 [2:50:25<03:14,  1.65it/s]
Training 3/3 epoch (loss 0.0003):  98%|█████████▊| 15728/16050 [2:50:26<03:14,  1.65it/s]
Training 3/3 epoch (loss 0.0003):  98%|█████████▊| 15729/16050 [2:50:26<03:01,  1.77it/s]
Training 3/3 epoch (loss 0.1005):  98%|█████████▊| 15729/16050 [2:50:26<03:01,  1.77it/s]
Training 3/3 epoch (loss 0.1005):  98%|█████████▊| 15730/16050 [2:50:26<02:45,  1.93it/s]
Training 3/3 epoch (loss 0.3233):  98%|█████████▊| 15730/16050 [2:50:27<02:45,  1.93it/s]
Training 3/3 epoch (loss 0.3233):  98%|█████████▊| 15731/16050 [2:50:27<02:53,  1.84it/s]
Training 3/3 epoch (loss 0.0049):  98%|█████████▊| 15731/16050 [2:50:27<02:53,  1.84it/s]
Training 3/3 epoch (loss 0.0049):  98%|█████████▊| 15732/16050 [2:50:27<03:05,  1.71it/s]
Training 3/3 epoch (loss 0.0000):  98%|█████████▊| 15732/16050 [2:50:28<03:05,  1.71it/s]
Training 3/3 epoch (loss 0.0000):  98%|█████████▊| 15733/16050 [2:50:28<02:48,  1.88it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15733/16050 [2:50:28<02:48,  1.88it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15734/16050 [2:50:28<02:41,  1.95it/s]
Training 3/3 epoch (loss 0.0005):  98%|█████████▊| 15734/16050 [2:50:29<02:41,  1.95it/s]
Training 3/3 epoch (loss 0.0005):  98%|█████████▊| 15735/16050 [2:50:29<02:41,  1.95it/s]
Training 3/3 epoch (loss 0.0015):  98%|█████████▊| 15735/16050 [2:50:29<02:41,  1.95it/s]
Training 3/3 epoch (loss 0.0015):  98%|█████████▊| 15736/16050 [2:50:29<02:42,  1.93it/s]
Training 3/3 epoch (loss 0.0493):  98%|█████████▊| 15736/16050 [2:50:30<02:42,  1.93it/s]
Training 3/3 epoch (loss 0.0493):  98%|█████████▊| 15737/16050 [2:50:30<02:27,  2.12it/s]
Training 3/3 epoch (loss 0.3646):  98%|█████████▊| 15737/16050 [2:50:30<02:27,  2.12it/s]
Training 3/3 epoch (loss 0.3646):  98%|█████████▊| 15738/16050 [2:50:30<02:41,  1.93it/s]
Training 3/3 epoch (loss 0.1723):  98%|█████████▊| 15738/16050 [2:50:31<02:41,  1.93it/s]
Training 3/3 epoch (loss 0.1723):  98%|█████████▊| 15739/16050 [2:50:31<03:13,  1.61it/s]
Training 3/3 epoch (loss 0.0014):  98%|█████████▊| 15739/16050 [2:50:32<03:13,  1.61it/s]
Training 3/3 epoch (loss 0.0014):  98%|█████████▊| 15740/16050 [2:50:32<02:58,  1.73it/s]
Training 3/3 epoch (loss 0.0181):  98%|█████████▊| 15740/16050 [2:50:32<02:58,  1.73it/s]
Training 3/3 epoch (loss 0.0181):  98%|█████████▊| 15741/16050 [2:50:32<02:49,  1.82it/s]
Training 3/3 epoch (loss 0.0042):  98%|█████████▊| 15741/16050 [2:50:33<02:49,  1.82it/s]
Training 3/3 epoch (loss 0.0042):  98%|█████████▊| 15742/16050 [2:50:33<02:46,  1.85it/s]
Training 3/3 epoch (loss 0.0915):  98%|█████████▊| 15742/16050 [2:50:33<02:46,  1.85it/s]
Training 3/3 epoch (loss 0.0915):  98%|█████████▊| 15743/16050 [2:50:33<03:06,  1.64it/s]
Training 3/3 epoch (loss 0.0156):  98%|█████████▊| 15743/16050 [2:50:34<03:06,  1.64it/s]
Training 3/3 epoch (loss 0.0156):  98%|█████████▊| 15744/16050 [2:50:34<03:13,  1.58it/s]
Training 3/3 epoch (loss 0.3425):  98%|█████████▊| 15744/16050 [2:50:35<03:13,  1.58it/s]
Training 3/3 epoch (loss 0.3425):  98%|█████████▊| 15745/16050 [2:50:35<03:06,  1.64it/s]
Training 3/3 epoch (loss 0.5495):  98%|█████████▊| 15745/16050 [2:50:35<03:06,  1.64it/s]
Training 3/3 epoch (loss 0.5495):  98%|█████████▊| 15746/16050 [2:50:35<02:36,  1.94it/s]
Training 3/3 epoch (loss 0.0047):  98%|█████████▊| 15746/16050 [2:50:35<02:36,  1.94it/s]
Training 3/3 epoch (loss 0.0047):  98%|█████████▊| 15747/16050 [2:50:35<02:24,  2.10it/s]
Training 3/3 epoch (loss 0.0000):  98%|█████████▊| 15747/16050 [2:50:36<02:24,  2.10it/s]
Training 3/3 epoch (loss 0.0000):  98%|█████████▊| 15748/16050 [2:50:36<02:30,  2.01it/s]
Training 3/3 epoch (loss 0.0049):  98%|█████████▊| 15748/16050 [2:50:36<02:30,  2.01it/s]
Training 3/3 epoch (loss 0.0049):  98%|█████████▊| 15749/16050 [2:50:36<02:34,  1.94it/s]
Training 3/3 epoch (loss 0.3082):  98%|█████████▊| 15749/16050 [2:50:39<02:34,  1.94it/s]
Training 3/3 epoch (loss 0.3082):  98%|█████████▊| 15750/16050 [2:50:39<05:08,  1.03s/it]
Training 3/3 epoch (loss 0.0190):  98%|█████████▊| 15750/16050 [2:50:39<05:08,  1.03s/it]
Training 3/3 epoch (loss 0.0190):  98%|█████████▊| 15751/16050 [2:50:39<04:35,  1.09it/s]
Training 3/3 epoch (loss 0.2862):  98%|█████████▊| 15751/16050 [2:50:40<04:35,  1.09it/s]
Training 3/3 epoch (loss 0.2862):  98%|█████████▊| 15752/16050 [2:50:40<04:08,  1.20it/s]
Training 3/3 epoch (loss 0.1052):  98%|█████████▊| 15752/16050 [2:50:41<04:08,  1.20it/s]
Training 3/3 epoch (loss 0.1052):  98%|█████████▊| 15753/16050 [2:50:41<04:06,  1.20it/s]
Training 3/3 epoch (loss 0.1180):  98%|█████████▊| 15753/16050 [2:50:41<04:06,  1.20it/s]
Training 3/3 epoch (loss 0.1180):  98%|█████████▊| 15754/16050 [2:50:41<03:42,  1.33it/s]
Training 3/3 epoch (loss 0.0344):  98%|█████████▊| 15754/16050 [2:50:42<03:42,  1.33it/s]
Training 3/3 epoch (loss 0.0344):  98%|█████████▊| 15755/16050 [2:50:42<03:16,  1.50it/s]
Training 3/3 epoch (loss 0.0839):  98%|█████████▊| 15755/16050 [2:50:42<03:16,  1.50it/s]
Training 3/3 epoch (loss 0.0839):  98%|█████████▊| 15756/16050 [2:50:42<03:10,  1.54it/s]
Training 3/3 epoch (loss 0.0062):  98%|█████████▊| 15756/16050 [2:50:43<03:10,  1.54it/s]
Training 3/3 epoch (loss 0.0062):  98%|█████████▊| 15757/16050 [2:50:43<02:56,  1.66it/s]
Training 3/3 epoch (loss 0.1991):  98%|█████████▊| 15757/16050 [2:50:44<02:56,  1.66it/s]
Training 3/3 epoch (loss 0.1991):  98%|█████████▊| 15758/16050 [2:50:44<02:54,  1.67it/s]
Training 3/3 epoch (loss 0.0168):  98%|█████████▊| 15758/16050 [2:50:44<02:54,  1.67it/s]
Training 3/3 epoch (loss 0.0168):  98%|█████████▊| 15759/16050 [2:50:44<02:49,  1.71it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15759/16050 [2:50:45<02:49,  1.71it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15760/16050 [2:50:45<02:38,  1.83it/s]
Training 3/3 epoch (loss 0.0641):  98%|█████████▊| 15760/16050 [2:50:45<02:38,  1.83it/s]
Training 3/3 epoch (loss 0.0641):  98%|█████████▊| 15761/16050 [2:50:45<02:26,  1.98it/s]
Training 3/3 epoch (loss 0.0204):  98%|█████████▊| 15761/16050 [2:50:46<02:26,  1.98it/s]
Training 3/3 epoch (loss 0.0204):  98%|█████████▊| 15762/16050 [2:50:46<02:57,  1.63it/s]
Training 3/3 epoch (loss 0.0005):  98%|█████████▊| 15762/16050 [2:50:46<02:57,  1.63it/s]
Training 3/3 epoch (loss 0.0005):  98%|█████████▊| 15763/16050 [2:50:46<02:40,  1.78it/s]
Training 3/3 epoch (loss 0.0000):  98%|█████████▊| 15763/16050 [2:50:47<02:40,  1.78it/s]
Training 3/3 epoch (loss 0.0000):  98%|█████████▊| 15764/16050 [2:50:47<02:43,  1.75it/s]
Training 3/3 epoch (loss 0.0033):  98%|█████████▊| 15764/16050 [2:50:48<02:43,  1.75it/s]
Training 3/3 epoch (loss 0.0033):  98%|█████████▊| 15765/16050 [2:50:48<03:14,  1.46it/s]
Training 3/3 epoch (loss 0.0105):  98%|█████████▊| 15765/16050 [2:50:49<03:14,  1.46it/s]
Training 3/3 epoch (loss 0.0105):  98%|█████████▊| 15766/16050 [2:50:49<03:18,  1.43it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15766/16050 [2:50:49<03:18,  1.43it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15767/16050 [2:50:49<03:08,  1.50it/s]
Training 3/3 epoch (loss 0.0001):  98%|█████████▊| 15767/16050 [2:50:50<03:08,  1.50it/s]
Training 3/3 epoch (loss 0.0001):  98%|█████████▊| 15768/16050 [2:50:50<02:46,  1.69it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15768/16050 [2:50:50<02:46,  1.69it/s]
Training 3/3 epoch (loss 0.0002):  98%|█████████▊| 15769/16050 [2:50:50<02:29,  1.88it/s]
Training 3/3 epoch (loss 0.2127):  98%|█████████▊| 15769/16050 [2:50:50<02:29,  1.88it/s]
Training 3/3 epoch (loss 0.2127):  98%|█████████▊| 15770/16050 [2:50:50<02:27,  1.89it/s]
Training 3/3 epoch (loss 0.0010):  98%|█████████▊| 15770/16050 [2:50:51<02:27,  1.89it/s]
Training 3/3 epoch (loss 0.0010):  98%|█████████▊| 15771/16050 [2:50:51<02:34,  1.81it/s]
Training 3/3 epoch (loss 0.0103):  98%|█████████▊| 15771/16050 [2:50:52<02:34,  1.81it/s]
Training 3/3 epoch (loss 0.0103):  98%|█████████▊| 15772/16050 [2:50:52<02:39,  1.75it/s]
Training 3/3 epoch (loss 0.0012):  98%|█████████▊| 15772/16050 [2:50:52<02:39,  1.75it/s]
Training 3/3 epoch (loss 0.0012):  98%|█████████▊| 15773/16050 [2:50:52<02:35,  1.79it/s]
Training 3/3 epoch (loss 0.0040):  98%|█████████▊| 15773/16050 [2:50:53<02:35,  1.79it/s]
Training 3/3 epoch (loss 0.0040):  98%|█████████▊| 15774/16050 [2:50:53<02:40,  1.72it/s]
Training 3/3 epoch (loss 0.0008):  98%|█████████▊| 15774/16050 [2:50:54<02:40,  1.72it/s]
Training 3/3 epoch (loss 0.0008):  98%|█████████▊| 15775/16050 [2:50:54<02:43,  1.69it/s]
Training 3/3 epoch (loss 0.2966):  98%|█████████▊| 15775/16050 [2:50:54<02:43,  1.69it/s]
Training 3/3 epoch (loss 0.2966):  98%|█████████▊| 15776/16050 [2:50:54<02:33,  1.79it/s]
Training 3/3 epoch (loss 0.0521):  98%|█████████▊| 15776/16050 [2:50:55<02:33,  1.79it/s]
Training 3/3 epoch (loss 0.0521):  98%|█████████▊| 15777/16050 [2:50:55<02:29,  1.82it/s]
Training 3/3 epoch (loss 0.0048):  98%|█████████▊| 15777/16050 [2:50:55<02:29,  1.82it/s]
Training 3/3 epoch (loss 0.0048):  98%|█████████▊| 15778/16050 [2:50:55<03:04,  1.47it/s]
Training 3/3 epoch (loss 0.2606):  98%|█████████▊| 15778/16050 [2:50:56<03:04,  1.47it/s]
Training 3/3 epoch (loss 0.2606):  98%|█████████▊| 15779/16050 [2:50:56<03:23,  1.33it/s]
Training 3/3 epoch (loss 0.0184):  98%|█████████▊| 15779/16050 [2:50:57<03:23,  1.33it/s]
Training 3/3 epoch (loss 0.0184):  98%|█████████▊| 15780/16050 [2:50:57<03:22,  1.33it/s]
Training 3/3 epoch (loss 0.1071):  98%|█████████▊| 15780/16050 [2:50:58<03:22,  1.33it/s]
Training 3/3 epoch (loss 0.1071):  98%|█████████▊| 15781/16050 [2:50:58<03:16,  1.37it/s]
Training 3/3 epoch (loss 0.0663):  98%|█████████▊| 15781/16050 [2:50:59<03:16,  1.37it/s]
Training 3/3 epoch (loss 0.0663):  98%|█████████▊| 15782/16050 [2:50:59<03:15,  1.37it/s]
Training 3/3 epoch (loss 0.0004):  98%|█████████▊| 15782/16050 [2:50:59<03:15,  1.37it/s]
Training 3/3 epoch (loss 0.0004):  98%|█████████▊| 15783/16050 [2:50:59<02:49,  1.58it/s]
Training 3/3 epoch (loss 0.0154):  98%|█████████▊| 15783/16050 [2:50:59<02:49,  1.58it/s]
Training 3/3 epoch (loss 0.0154):  98%|█████████▊| 15784/16050 [2:50:59<02:38,  1.68it/s]
Training 3/3 epoch (loss 0.0026):  98%|█████████▊| 15784/16050 [2:51:00<02:38,  1.68it/s]
Training 3/3 epoch (loss 0.0026):  98%|█████████▊| 15785/16050 [2:51:00<02:38,  1.67it/s]
Training 3/3 epoch (loss 0.0441):  98%|█████████▊| 15785/16050 [2:51:01<02:38,  1.67it/s]
Training 3/3 epoch (loss 0.0441):  98%|█████████▊| 15786/16050 [2:51:01<02:58,  1.48it/s]
Training 3/3 epoch (loss 0.0071):  98%|█████████▊| 15786/16050 [2:51:01<02:58,  1.48it/s]
Training 3/3 epoch (loss 0.0071):  98%|█████████▊| 15787/16050 [2:51:01<02:45,  1.59it/s]
Training 3/3 epoch (loss 0.3175):  98%|█████████▊| 15787/16050 [2:51:02<02:45,  1.59it/s]
Training 3/3 epoch (loss 0.3175):  98%|█████████▊| 15788/16050 [2:51:02<02:27,  1.78it/s]
Training 3/3 epoch (loss 0.0036):  98%|█████████▊| 15788/16050 [2:51:02<02:27,  1.78it/s]
Training 3/3 epoch (loss 0.0036):  98%|█████████▊| 15789/16050 [2:51:02<02:23,  1.81it/s]
Training 3/3 epoch (loss 0.1831):  98%|█████████▊| 15789/16050 [2:51:03<02:23,  1.81it/s]
Training 3/3 epoch (loss 0.1831):  98%|█████████▊| 15790/16050 [2:51:03<02:36,  1.66it/s]
Training 3/3 epoch (loss 0.0024):  98%|█████████▊| 15790/16050 [2:51:04<02:36,  1.66it/s]
Training 3/3 epoch (loss 0.0024):  98%|█████████▊| 15791/16050 [2:51:04<02:32,  1.70it/s]
Training 3/3 epoch (loss 0.4312):  98%|█████████▊| 15791/16050 [2:51:06<02:32,  1.70it/s]
Training 3/3 epoch (loss 0.4312):  98%|█████████▊| 15792/16050 [2:51:06<04:41,  1.09s/it]
Training 3/3 epoch (loss 0.2151):  98%|█████████▊| 15792/16050 [2:51:08<04:41,  1.09s/it]
Training 3/3 epoch (loss 0.2151):  98%|█████████▊| 15793/16050 [2:51:08<06:14,  1.46s/it]
Training 3/3 epoch (loss 0.0187):  98%|█████████▊| 15793/16050 [2:51:09<06:14,  1.46s/it]
Training 3/3 epoch (loss 0.0187):  98%|█████████▊| 15794/16050 [2:51:09<05:25,  1.27s/it]
Training 3/3 epoch (loss 0.0042):  98%|█████████▊| 15794/16050 [2:51:10<05:25,  1.27s/it]
Training 3/3 epoch (loss 0.0042):  98%|█████████▊| 15795/16050 [2:51:10<04:18,  1.01s/it]
Training 3/3 epoch (loss 0.0448):  98%|█████████▊| 15795/16050 [2:51:10<04:18,  1.01s/it]
Training 3/3 epoch (loss 0.0448):  98%|█████████▊| 15796/16050 [2:51:10<03:40,  1.15it/s]
Training 3/3 epoch (loss 0.0026):  98%|█████████▊| 15796/16050 [2:51:11<03:40,  1.15it/s]
Training 3/3 epoch (loss 0.0026):  98%|█████████▊| 15797/16050 [2:51:11<03:20,  1.26it/s]
Training 3/3 epoch (loss 0.0011):  98%|█████████▊| 15797/16050 [2:51:11<03:20,  1.26it/s]
Training 3/3 epoch (loss 0.0011):  98%|█████████▊| 15798/16050 [2:51:11<03:07,  1.34it/s]
Training 3/3 epoch (loss 0.0003):  98%|█████████▊| 15798/16050 [2:51:12<03:07,  1.34it/s]
Training 3/3 epoch (loss 0.0003):  98%|█████████▊| 15799/16050 [2:51:12<02:44,  1.53it/s]
Training 3/3 epoch (loss 0.1504):  98%|█████████▊| 15799/16050 [2:51:12<02:44,  1.53it/s]
Training 3/3 epoch (loss 0.1504):  98%|█████████▊| 15800/16050 [2:51:12<02:46,  1.50it/s]
Training 3/3 epoch (loss 0.0004):  98%|█████████▊| 15800/16050 [2:51:13<02:46,  1.50it/s]
Training 3/3 epoch (loss 0.0004):  98%|█████████▊| 15801/16050 [2:51:13<02:35,  1.60it/s]
Training 3/3 epoch (loss 0.3329):  98%|█████████▊| 15801/16050 [2:51:13<02:35,  1.60it/s]
Training 3/3 epoch (loss 0.3329):  98%|█████████▊| 15802/16050 [2:51:13<02:22,  1.73it/s]
Training 3/3 epoch (loss 0.3892):  98%|█████████▊| 15802/16050 [2:51:14<02:22,  1.73it/s]
Training 3/3 epoch (loss 0.3892):  98%|█████████▊| 15803/16050 [2:51:14<02:09,  1.91it/s]
Training 3/3 epoch (loss 0.4885):  98%|█████████▊| 15803/16050 [2:51:14<02:09,  1.91it/s]
Training 3/3 epoch (loss 0.4885):  98%|█████████▊| 15804/16050 [2:51:14<02:08,  1.92it/s]
Training 3/3 epoch (loss 0.1252):  98%|█████████▊| 15804/16050 [2:51:15<02:08,  1.92it/s]
Training 3/3 epoch (loss 0.1252):  98%|█████████▊| 15805/16050 [2:51:15<02:04,  1.96it/s]
Training 3/3 epoch (loss 0.2601):  98%|█████████▊| 15805/16050 [2:51:15<02:04,  1.96it/s]
Training 3/3 epoch (loss 0.2601):  98%|█████████▊| 15806/16050 [2:51:15<02:11,  1.85it/s]
Training 3/3 epoch (loss 0.0054):  98%|█████████▊| 15806/16050 [2:51:16<02:11,  1.85it/s]
Training 3/3 epoch (loss 0.0054):  98%|█████████▊| 15807/16050 [2:51:16<02:17,  1.77it/s]
Training 3/3 epoch (loss 0.0048):  98%|█████████▊| 15807/16050 [2:51:17<02:17,  1.77it/s]
Training 3/3 epoch (loss 0.0048):  98%|█████████▊| 15808/16050 [2:51:17<02:20,  1.72it/s]
Training 3/3 epoch (loss 0.1228):  98%|█████████▊| 15808/16050 [2:51:17<02:20,  1.72it/s]
Training 3/3 epoch (loss 0.1228):  98%|█████████▊| 15809/16050 [2:51:17<02:04,  1.94it/s]
Training 3/3 epoch (loss 0.4279):  98%|█████████▊| 15809/16050 [2:51:18<02:04,  1.94it/s]
Training 3/3 epoch (loss 0.4279):  99%|█████████▊| 15810/16050 [2:51:18<02:04,  1.92it/s]
Training 3/3 epoch (loss 0.0593):  99%|█████████▊| 15810/16050 [2:51:18<02:04,  1.92it/s]
Training 3/3 epoch (loss 0.0593):  99%|█████████▊| 15811/16050 [2:51:18<02:15,  1.77it/s]
Training 3/3 epoch (loss 0.0238):  99%|█████████▊| 15811/16050 [2:51:19<02:15,  1.77it/s]
Training 3/3 epoch (loss 0.0238):  99%|█████████▊| 15812/16050 [2:51:19<02:18,  1.72it/s]
Training 3/3 epoch (loss 0.0002):  99%|█████████▊| 15812/16050 [2:51:19<02:18,  1.72it/s]
Training 3/3 epoch (loss 0.0002):  99%|█████████▊| 15813/16050 [2:51:19<02:05,  1.89it/s]
Training 3/3 epoch (loss 0.0628):  99%|█████████▊| 15813/16050 [2:51:20<02:05,  1.89it/s]
Training 3/3 epoch (loss 0.0628):  99%|█████████▊| 15814/16050 [2:51:20<01:56,  2.02it/s]
Training 3/3 epoch (loss 0.0431):  99%|█████████▊| 15814/16050 [2:51:20<01:56,  2.02it/s]
Training 3/3 epoch (loss 0.0431):  99%|█████████▊| 15815/16050 [2:51:20<02:00,  1.95it/s]
Training 3/3 epoch (loss 0.0169):  99%|█████████▊| 15815/16050 [2:51:21<02:00,  1.95it/s]
Training 3/3 epoch (loss 0.0169):  99%|█████████▊| 15816/16050 [2:51:21<02:07,  1.84it/s]
Training 3/3 epoch (loss 0.5209):  99%|█████████▊| 15816/16050 [2:51:21<02:07,  1.84it/s]
Training 3/3 epoch (loss 0.5209):  99%|█████████▊| 15817/16050 [2:51:21<02:09,  1.80it/s]
Training 3/3 epoch (loss 0.0014):  99%|█████████▊| 15817/16050 [2:51:22<02:09,  1.80it/s]
Training 3/3 epoch (loss 0.0014):  99%|█████████▊| 15818/16050 [2:51:22<01:59,  1.95it/s]
Training 3/3 epoch (loss 0.0717):  99%|█████████▊| 15818/16050 [2:51:22<01:59,  1.95it/s]
Training 3/3 epoch (loss 0.0717):  99%|█████████▊| 15819/16050 [2:51:22<01:50,  2.08it/s]
Training 3/3 epoch (loss 0.0000):  99%|█████████▊| 15819/16050 [2:51:23<01:50,  2.08it/s]
Training 3/3 epoch (loss 0.0000):  99%|█████████▊| 15820/16050 [2:51:23<01:53,  2.02it/s]
Training 3/3 epoch (loss 0.1292):  99%|█████████▊| 15820/16050 [2:51:23<01:53,  2.02it/s]
Training 3/3 epoch (loss 0.1292):  99%|█████████▊| 15821/16050 [2:51:23<02:00,  1.90it/s]
Training 3/3 epoch (loss 0.3121):  99%|█████████▊| 15821/16050 [2:51:24<02:00,  1.90it/s]
Training 3/3 epoch (loss 0.3121):  99%|█████████▊| 15822/16050 [2:51:24<01:51,  2.04it/s]
Training 3/3 epoch (loss 0.2616):  99%|█████████▊| 15822/16050 [2:51:24<01:51,  2.04it/s]
Training 3/3 epoch (loss 0.2616):  99%|█████████▊| 15823/16050 [2:51:24<01:41,  2.24it/s]
Training 3/3 epoch (loss 0.2685):  99%|█████████▊| 15823/16050 [2:51:25<01:41,  2.24it/s]
Training 3/3 epoch (loss 0.2685):  99%|█████████▊| 15824/16050 [2:51:25<01:55,  1.97it/s]
Training 3/3 epoch (loss 0.0007):  99%|█████████▊| 15824/16050 [2:51:25<01:55,  1.97it/s]
Training 3/3 epoch (loss 0.0007):  99%|█████████▊| 15825/16050 [2:51:25<01:50,  2.04it/s]
Training 3/3 epoch (loss 0.0000):  99%|█████████▊| 15825/16050 [2:51:26<01:50,  2.04it/s]
Training 3/3 epoch (loss 0.0000):  99%|█████████▊| 15826/16050 [2:51:26<01:43,  2.17it/s]
Training 3/3 epoch (loss 0.0030):  99%|█████████▊| 15826/16050 [2:51:26<01:43,  2.17it/s]
Training 3/3 epoch (loss 0.0030):  99%|█████████▊| 15827/16050 [2:51:26<01:47,  2.07it/s]
Training 3/3 epoch (loss 0.0002):  99%|█████████▊| 15827/16050 [2:51:27<01:47,  2.07it/s]
Training 3/3 epoch (loss 0.0002):  99%|█████████▊| 15828/16050 [2:51:27<02:12,  1.68it/s]
Training 3/3 epoch (loss 0.0007):  99%|█████████▊| 15828/16050 [2:51:27<02:12,  1.68it/s]
Training 3/3 epoch (loss 0.0007):  99%|█████████▊| 15829/16050 [2:51:27<02:02,  1.80it/s]
Training 3/3 epoch (loss 0.0020):  99%|█████████▊| 15829/16050 [2:51:28<02:02,  1.80it/s]
Training 3/3 epoch (loss 0.0020):  99%|█████████▊| 15830/16050 [2:51:28<02:06,  1.74it/s]
Training 3/3 epoch (loss 0.0008):  99%|█████████▊| 15830/16050 [2:51:29<02:06,  1.74it/s]
Training 3/3 epoch (loss 0.0008):  99%|█████████▊| 15831/16050 [2:51:29<02:02,  1.79it/s]
Training 3/3 epoch (loss 0.4974):  99%|█████████▊| 15831/16050 [2:51:29<02:02,  1.79it/s]
Training 3/3 epoch (loss 0.4974):  99%|█████████▊| 15832/16050 [2:51:29<01:48,  2.01it/s]
Training 3/3 epoch (loss 0.0037):  99%|█████████▊| 15832/16050 [2:51:29<01:48,  2.01it/s]
Training 3/3 epoch (loss 0.0037):  99%|█████████▊| 15833/16050 [2:51:29<01:42,  2.13it/s]
Training 3/3 epoch (loss 0.3379):  99%|█████████▊| 15833/16050 [2:51:30<01:42,  2.13it/s]
Training 3/3 epoch (loss 0.3379):  99%|█████████▊| 15834/16050 [2:51:30<01:34,  2.30it/s]
Training 3/3 epoch (loss 0.2269):  99%|█████████▊| 15834/16050 [2:51:30<01:34,  2.30it/s]
Training 3/3 epoch (loss 0.2269):  99%|█████████▊| 15835/16050 [2:51:30<01:46,  2.02it/s]
Training 3/3 epoch (loss 0.0000):  99%|█████████▊| 15835/16050 [2:51:31<01:46,  2.02it/s]
Training 3/3 epoch (loss 0.0000):  99%|█████████▊| 15836/16050 [2:51:31<01:52,  1.89it/s]
Training 3/3 epoch (loss 0.0075):  99%|█████████▊| 15836/16050 [2:51:31<01:52,  1.89it/s]
Training 3/3 epoch (loss 0.0075):  99%|█████████▊| 15837/16050 [2:51:31<01:51,  1.91it/s]
Training 3/3 epoch (loss 0.0049):  99%|█████████▊| 15837/16050 [2:51:32<01:51,  1.91it/s]
Training 3/3 epoch (loss 0.0049):  99%|█████████▊| 15838/16050 [2:51:32<01:50,  1.92it/s]
Training 3/3 epoch (loss 0.0219):  99%|█████████▊| 15838/16050 [2:51:33<01:50,  1.92it/s]
Training 3/3 epoch (loss 0.0219):  99%|█████████▊| 15839/16050 [2:51:33<02:08,  1.64it/s]
Training 3/3 epoch (loss 0.0069):  99%|█████████▊| 15839/16050 [2:51:34<02:08,  1.64it/s]
Training 3/3 epoch (loss 0.0069):  99%|█████████▊| 15840/16050 [2:51:34<02:24,  1.45it/s]
Training 3/3 epoch (loss 0.0001):  99%|█████████▊| 15840/16050 [2:51:34<02:24,  1.45it/s]
Training 3/3 epoch (loss 0.0001):  99%|█████████▊| 15841/16050 [2:51:34<02:20,  1.49it/s]
Training 3/3 epoch (loss 0.0074):  99%|█████████▊| 15841/16050 [2:51:35<02:20,  1.49it/s]
Training 3/3 epoch (loss 0.0074):  99%|█████████▊| 15842/16050 [2:51:35<02:18,  1.51it/s]
Training 3/3 epoch (loss 0.0002):  99%|█████████▊| 15842/16050 [2:51:35<02:18,  1.51it/s]
Training 3/3 epoch (loss 0.0002):  99%|█████████▊| 15843/16050 [2:51:35<02:02,  1.69it/s]
Training 3/3 epoch (loss 0.3401):  99%|█████████▊| 15843/16050 [2:51:36<02:02,  1.69it/s]
Training 3/3 epoch (loss 0.3401):  99%|█████████▊| 15844/16050 [2:51:36<01:50,  1.86it/s]
Training 3/3 epoch (loss 0.5969):  99%|█████████▊| 15844/16050 [2:51:36<01:50,  1.86it/s]
Training 3/3 epoch (loss 0.5969):  99%|█████████▊| 15845/16050 [2:51:36<01:35,  2.14it/s]
Training 3/3 epoch (loss 0.0538):  99%|█████████▊| 15845/16050 [2:51:37<01:35,  2.14it/s]
Training 3/3 epoch (loss 0.0538):  99%|█████████▊| 15846/16050 [2:51:37<01:53,  1.80it/s]
Training 3/3 epoch (loss 0.1761):  99%|█████████▊| 15846/16050 [2:51:39<01:53,  1.80it/s]
Training 3/3 epoch (loss 0.1761):  99%|█████████▊| 15847/16050 [2:51:39<03:41,  1.09s/it]
Training 3/3 epoch (loss 0.0734):  99%|█████████▊| 15847/16050 [2:51:40<03:41,  1.09s/it]
Training 3/3 epoch (loss 0.0734):  99%|█████████▊| 15848/16050 [2:51:40<03:03,  1.10it/s]
Training 3/3 epoch (loss 0.3737):  99%|█████████▊| 15848/16050 [2:51:42<03:03,  1.10it/s]
Training 3/3 epoch (loss 0.3737):  99%|█████████▊| 15849/16050 [2:51:42<04:30,  1.34s/it]
Training 3/3 epoch (loss 0.0462):  99%|█████████▊| 15849/16050 [2:51:43<04:30,  1.34s/it]
Training 3/3 epoch (loss 0.0462):  99%|█████████▉| 15850/16050 [2:51:43<03:47,  1.14s/it]
Training 3/3 epoch (loss 0.0010):  99%|█████████▉| 15850/16050 [2:51:43<03:47,  1.14s/it]
Training 3/3 epoch (loss 0.0010):  99%|█████████▉| 15851/16050 [2:51:43<03:15,  1.02it/s]
Training 3/3 epoch (loss 0.1166):  99%|█████████▉| 15851/16050 [2:51:44<03:15,  1.02it/s]
Training 3/3 epoch (loss 0.1166):  99%|█████████▉| 15852/16050 [2:51:44<02:54,  1.14it/s]
Training 3/3 epoch (loss 0.1883):  99%|█████████▉| 15852/16050 [2:51:45<02:54,  1.14it/s]
Training 3/3 epoch (loss 0.1883):  99%|█████████▉| 15853/16050 [2:51:45<02:37,  1.25it/s]
Training 3/3 epoch (loss 0.0161):  99%|█████████▉| 15853/16050 [2:51:45<02:37,  1.25it/s]
Training 3/3 epoch (loss 0.0161):  99%|█████████▉| 15854/16050 [2:51:45<02:24,  1.36it/s]
Training 3/3 epoch (loss 0.0002):  99%|█████████▉| 15854/16050 [2:51:46<02:24,  1.36it/s]
Training 3/3 epoch (loss 0.0002):  99%|█████████▉| 15855/16050 [2:51:46<02:16,  1.42it/s]
Training 3/3 epoch (loss 0.0018):  99%|█████████▉| 15855/16050 [2:51:46<02:16,  1.42it/s]
Training 3/3 epoch (loss 0.0018):  99%|█████████▉| 15856/16050 [2:51:46<01:59,  1.63it/s]
Training 3/3 epoch (loss 0.0049):  99%|█████████▉| 15856/16050 [2:51:47<01:59,  1.63it/s]
Training 3/3 epoch (loss 0.0049):  99%|█████████▉| 15857/16050 [2:51:47<01:49,  1.76it/s]
Training 3/3 epoch (loss 0.1218):  99%|█████████▉| 15857/16050 [2:51:49<01:49,  1.76it/s]
Training 3/3 epoch (loss 0.1218):  99%|█████████▉| 15858/16050 [2:51:49<03:25,  1.07s/it]
Training 3/3 epoch (loss 0.3515):  99%|█████████▉| 15858/16050 [2:51:49<03:25,  1.07s/it]
Training 3/3 epoch (loss 0.3515):  99%|█████████▉| 15859/16050 [2:51:49<02:46,  1.15it/s]
Training 3/3 epoch (loss 0.1208):  99%|█████████▉| 15859/16050 [2:51:50<02:46,  1.15it/s]
Training 3/3 epoch (loss 0.1208):  99%|█████████▉| 15860/16050 [2:51:50<02:30,  1.26it/s]
Training 3/3 epoch (loss 0.0029):  99%|█████████▉| 15860/16050 [2:51:51<02:30,  1.26it/s]
Training 3/3 epoch (loss 0.0029):  99%|█████████▉| 15861/16050 [2:51:51<02:30,  1.25it/s]
Training 3/3 epoch (loss 0.2884):  99%|█████████▉| 15861/16050 [2:51:51<02:30,  1.25it/s]
Training 3/3 epoch (loss 0.2884):  99%|█████████▉| 15862/16050 [2:51:51<02:13,  1.41it/s]
Training 3/3 epoch (loss 0.0025):  99%|█████████▉| 15862/16050 [2:51:52<02:13,  1.41it/s]
Training 3/3 epoch (loss 0.0025):  99%|█████████▉| 15863/16050 [2:51:52<02:10,  1.43it/s]
Training 3/3 epoch (loss 0.6936):  99%|█████████▉| 15863/16050 [2:51:52<02:10,  1.43it/s]
Training 3/3 epoch (loss 0.6936):  99%|█████████▉| 15864/16050 [2:51:52<01:54,  1.63it/s]
Training 3/3 epoch (loss 0.1702):  99%|█████████▉| 15864/16050 [2:51:53<01:54,  1.63it/s]
Training 3/3 epoch (loss 0.1702):  99%|█████████▉| 15865/16050 [2:51:53<01:42,  1.80it/s]
Training 3/3 epoch (loss 0.0009):  99%|█████████▉| 15865/16050 [2:51:53<01:42,  1.80it/s]
Training 3/3 epoch (loss 0.0009):  99%|█████████▉| 15866/16050 [2:51:53<01:36,  1.91it/s]
Training 3/3 epoch (loss 0.3338):  99%|█████████▉| 15866/16050 [2:51:54<01:36,  1.91it/s]
Training 3/3 epoch (loss 0.3338):  99%|█████████▉| 15867/16050 [2:51:54<01:29,  2.04it/s]
Training 3/3 epoch (loss 0.0223):  99%|█████████▉| 15867/16050 [2:51:54<01:29,  2.04it/s]
Training 3/3 epoch (loss 0.0223):  99%|█████████▉| 15868/16050 [2:51:54<01:36,  1.88it/s]
Training 3/3 epoch (loss 0.0018):  99%|█████████▉| 15868/16050 [2:51:55<01:36,  1.88it/s]
Training 3/3 epoch (loss 0.0018):  99%|█████████▉| 15869/16050 [2:51:55<01:57,  1.54it/s]
Training 3/3 epoch (loss 0.4051):  99%|█████████▉| 15869/16050 [2:51:56<01:57,  1.54it/s]
Training 3/3 epoch (loss 0.4051):  99%|█████████▉| 15870/16050 [2:51:56<01:55,  1.55it/s]
Training 3/3 epoch (loss 0.2734):  99%|█████████▉| 15870/16050 [2:51:56<01:55,  1.55it/s]
Training 3/3 epoch (loss 0.2734):  99%|█████████▉| 15871/16050 [2:51:56<01:50,  1.62it/s]
Training 3/3 epoch (loss 0.0002):  99%|█████████▉| 15871/16050 [2:51:57<01:50,  1.62it/s]
Training 3/3 epoch (loss 0.0002):  99%|█████████▉| 15872/16050 [2:51:57<01:45,  1.69it/s]
Training 3/3 epoch (loss 0.2800):  99%|█████████▉| 15872/16050 [2:51:57<01:45,  1.69it/s]
Training 3/3 epoch (loss 0.2800):  99%|█████████▉| 15873/16050 [2:51:57<01:32,  1.92it/s]
Training 3/3 epoch (loss 0.0001):  99%|█████████▉| 15873/16050 [2:51:58<01:32,  1.92it/s]
Training 3/3 epoch (loss 0.0001):  99%|█████████▉| 15874/16050 [2:51:58<01:30,  1.94it/s]
Training 3/3 epoch (loss 0.0830):  99%|█████████▉| 15874/16050 [2:51:58<01:30,  1.94it/s]
Training 3/3 epoch (loss 0.0830):  99%|█████████▉| 15875/16050 [2:51:58<01:32,  1.90it/s]
Training 3/3 epoch (loss 0.2993):  99%|█████████▉| 15875/16050 [2:51:59<01:32,  1.90it/s]
Training 3/3 epoch (loss 0.2993):  99%|█████████▉| 15876/16050 [2:51:59<01:59,  1.45it/s]
Training 3/3 epoch (loss 0.2108):  99%|█████████▉| 15876/16050 [2:52:00<01:59,  1.45it/s]
Training 3/3 epoch (loss 0.2108):  99%|█████████▉| 15877/16050 [2:52:00<01:45,  1.64it/s]
Training 3/3 epoch (loss 0.0219):  99%|█████████▉| 15877/16050 [2:52:00<01:45,  1.64it/s]
Training 3/3 epoch (loss 0.0219):  99%|█████████▉| 15878/16050 [2:52:00<01:40,  1.71it/s]
Training 3/3 epoch (loss 0.0550):  99%|█████████▉| 15878/16050 [2:52:01<01:40,  1.71it/s]
Training 3/3 epoch (loss 0.0550):  99%|█████████▉| 15879/16050 [2:52:01<01:35,  1.78it/s]
Training 3/3 epoch (loss 0.0005):  99%|█████████▉| 15879/16050 [2:52:01<01:35,  1.78it/s]
Training 3/3 epoch (loss 0.0005):  99%|█████████▉| 15880/16050 [2:52:01<01:32,  1.83it/s]
Training 3/3 epoch (loss 0.0051):  99%|█████████▉| 15880/16050 [2:52:02<01:32,  1.83it/s]
Training 3/3 epoch (loss 0.0051):  99%|█████████▉| 15881/16050 [2:52:02<01:31,  1.85it/s]
Training 3/3 epoch (loss 0.0003):  99%|█████████▉| 15881/16050 [2:52:02<01:31,  1.85it/s]
Training 3/3 epoch (loss 0.0003):  99%|█████████▉| 15882/16050 [2:52:02<01:24,  2.00it/s]
Training 3/3 epoch (loss 0.4241):  99%|█████████▉| 15882/16050 [2:52:03<01:24,  2.00it/s]
Training 3/3 epoch (loss 0.4241):  99%|█████████▉| 15883/16050 [2:52:03<01:25,  1.96it/s]
Training 3/3 epoch (loss 0.4334):  99%|█████████▉| 15883/16050 [2:52:03<01:25,  1.96it/s]
Training 3/3 epoch (loss 0.4334):  99%|█████████▉| 15884/16050 [2:52:03<01:25,  1.93it/s]
Training 3/3 epoch (loss 0.0678):  99%|█████████▉| 15884/16050 [2:52:04<01:25,  1.93it/s]
Training 3/3 epoch (loss 0.0678):  99%|█████████▉| 15885/16050 [2:52:04<01:24,  1.95it/s]
Training 3/3 epoch (loss 0.2328):  99%|█████████▉| 15885/16050 [2:52:04<01:24,  1.95it/s]
Training 3/3 epoch (loss 0.2328):  99%|█████████▉| 15886/16050 [2:52:04<01:25,  1.92it/s]
Training 3/3 epoch (loss 0.2042):  99%|█████████▉| 15886/16050 [2:52:05<01:25,  1.92it/s]
Training 3/3 epoch (loss 0.2042):  99%|█████████▉| 15887/16050 [2:52:05<01:16,  2.13it/s]
Training 3/3 epoch (loss 0.0047):  99%|█████████▉| 15887/16050 [2:52:05<01:16,  2.13it/s]
Training 3/3 epoch (loss 0.0047):  99%|█████████▉| 15888/16050 [2:52:05<01:28,  1.84it/s]
Training 3/3 epoch (loss 0.0122):  99%|█████████▉| 15888/16050 [2:52:06<01:28,  1.84it/s]
Training 3/3 epoch (loss 0.0122):  99%|█████████▉| 15889/16050 [2:52:06<01:31,  1.76it/s]
Training 3/3 epoch (loss 0.0001):  99%|█████████▉| 15889/16050 [2:52:06<01:31,  1.76it/s]
Training 3/3 epoch (loss 0.0001):  99%|█████████▉| 15890/16050 [2:52:06<01:22,  1.93it/s]
Training 3/3 epoch (loss 0.3707):  99%|█████████▉| 15890/16050 [2:52:07<01:22,  1.93it/s]
Training 3/3 epoch (loss 0.3707):  99%|█████████▉| 15891/16050 [2:52:07<01:25,  1.86it/s]
Training 3/3 epoch (loss 0.0429):  99%|█████████▉| 15891/16050 [2:52:08<01:25,  1.86it/s]
Training 3/3 epoch (loss 0.0429):  99%|█████████▉| 15892/16050 [2:52:08<01:33,  1.69it/s]
Training 3/3 epoch (loss 0.0127):  99%|█████████▉| 15892/16050 [2:52:08<01:33,  1.69it/s]
Training 3/3 epoch (loss 0.0127):  99%|█████████▉| 15893/16050 [2:52:08<01:31,  1.72it/s]
Training 3/3 epoch (loss 0.2937):  99%|█████████▉| 15893/16050 [2:52:09<01:31,  1.72it/s]
Training 3/3 epoch (loss 0.2937):  99%|█████████▉| 15894/16050 [2:52:09<01:28,  1.77it/s]
Training 3/3 epoch (loss 0.2984):  99%|█████████▉| 15894/16050 [2:52:09<01:28,  1.77it/s]
Training 3/3 epoch (loss 0.2984):  99%|█████████▉| 15895/16050 [2:52:09<01:23,  1.86it/s]
Training 3/3 epoch (loss 0.7952):  99%|█████████▉| 15895/16050 [2:52:10<01:23,  1.86it/s]
Training 3/3 epoch (loss 0.7952):  99%|█████████▉| 15896/16050 [2:52:10<01:12,  2.13it/s]
Training 3/3 epoch (loss 0.0069):  99%|█████████▉| 15896/16050 [2:52:10<01:12,  2.13it/s]
Training 3/3 epoch (loss 0.0069):  99%|█████████▉| 15897/16050 [2:52:10<01:19,  1.93it/s]
Training 3/3 epoch (loss 0.3551):  99%|█████████▉| 15897/16050 [2:52:11<01:19,  1.93it/s]
Training 3/3 epoch (loss 0.3551):  99%|█████████▉| 15898/16050 [2:52:11<01:09,  2.19it/s]
Training 3/3 epoch (loss 0.0148):  99%|█████████▉| 15898/16050 [2:52:11<01:09,  2.19it/s]
Training 3/3 epoch (loss 0.0148):  99%|█████████▉| 15899/16050 [2:52:11<01:09,  2.18it/s]
Training 3/3 epoch (loss 0.0044):  99%|█████████▉| 15899/16050 [2:52:12<01:09,  2.18it/s]
Training 3/3 epoch (loss 0.0044):  99%|█████████▉| 15900/16050 [2:52:12<01:14,  2.01it/s]
Training 3/3 epoch (loss 0.0023):  99%|█████████▉| 15900/16050 [2:52:12<01:14,  2.01it/s]
Training 3/3 epoch (loss 0.0023):  99%|█████████▉| 15901/16050 [2:52:12<01:25,  1.74it/s]
Training 3/3 epoch (loss 0.0271):  99%|█████████▉| 15901/16050 [2:52:13<01:25,  1.74it/s]
Training 3/3 epoch (loss 0.0271):  99%|█████████▉| 15902/16050 [2:52:13<01:28,  1.68it/s]
Training 3/3 epoch (loss 0.0049):  99%|█████████▉| 15902/16050 [2:52:14<01:28,  1.68it/s]
Training 3/3 epoch (loss 0.0049):  99%|█████████▉| 15903/16050 [2:52:14<01:32,  1.60it/s]
Training 3/3 epoch (loss 0.2667):  99%|█████████▉| 15903/16050 [2:52:14<01:32,  1.60it/s]
Training 3/3 epoch (loss 0.2667):  99%|█████████▉| 15904/16050 [2:52:14<01:25,  1.70it/s]
Training 3/3 epoch (loss 0.0524):  99%|█████████▉| 15904/16050 [2:52:15<01:25,  1.70it/s]
Training 3/3 epoch (loss 0.0524):  99%|█████████▉| 15905/16050 [2:52:15<01:22,  1.76it/s]
Training 3/3 epoch (loss 0.0013):  99%|█████████▉| 15905/16050 [2:52:15<01:22,  1.76it/s]
Training 3/3 epoch (loss 0.0013):  99%|█████████▉| 15906/16050 [2:52:15<01:14,  1.94it/s]
Training 3/3 epoch (loss 0.3408):  99%|█████████▉| 15906/16050 [2:52:16<01:14,  1.94it/s]
Training 3/3 epoch (loss 0.3408):  99%|█████████▉| 15907/16050 [2:52:16<01:10,  2.01it/s]
Training 3/3 epoch (loss 0.0822):  99%|█████████▉| 15907/16050 [2:52:16<01:10,  2.01it/s]
Training 3/3 epoch (loss 0.0822):  99%|█████████▉| 15908/16050 [2:52:16<01:18,  1.80it/s]
Training 3/3 epoch (loss 0.0027):  99%|█████████▉| 15908/16050 [2:52:17<01:18,  1.80it/s]
Training 3/3 epoch (loss 0.0027):  99%|█████████▉| 15909/16050 [2:52:17<01:17,  1.83it/s]
Training 3/3 epoch (loss 0.0127):  99%|█████████▉| 15909/16050 [2:52:17<01:17,  1.83it/s]
Training 3/3 epoch (loss 0.0127):  99%|█████████▉| 15910/16050 [2:52:17<01:09,  2.03it/s]
Training 3/3 epoch (loss 0.0221):  99%|█████████▉| 15910/16050 [2:52:18<01:09,  2.03it/s]
Training 3/3 epoch (loss 0.0221):  99%|█████████▉| 15911/16050 [2:52:18<01:13,  1.88it/s]
Training 3/3 epoch (loss 0.0031):  99%|█████████▉| 15911/16050 [2:52:18<01:13,  1.88it/s]
Training 3/3 epoch (loss 0.0031):  99%|█████████▉| 15912/16050 [2:52:18<01:13,  1.87it/s]
Training 3/3 epoch (loss 0.0002):  99%|█████████▉| 15912/16050 [2:52:19<01:13,  1.87it/s]
Training 3/3 epoch (loss 0.0002):  99%|█████████▉| 15913/16050 [2:52:19<01:05,  2.08it/s]
Training 3/3 epoch (loss 0.0017):  99%|█████████▉| 15913/16050 [2:52:19<01:05,  2.08it/s]
Training 3/3 epoch (loss 0.0017):  99%|█████████▉| 15914/16050 [2:52:19<01:07,  2.01it/s]
Training 3/3 epoch (loss 0.6943):  99%|█████████▉| 15914/16050 [2:52:20<01:07,  2.01it/s]
Training 3/3 epoch (loss 0.6943):  99%|█████████▉| 15915/16050 [2:52:20<01:03,  2.13it/s]
Training 3/3 epoch (loss 0.1473):  99%|█████████▉| 15915/16050 [2:52:20<01:03,  2.13it/s]
Training 3/3 epoch (loss 0.1473):  99%|█████████▉| 15916/16050 [2:52:20<01:00,  2.21it/s]
Training 3/3 epoch (loss 0.0409):  99%|█████████▉| 15916/16050 [2:52:21<01:00,  2.21it/s]
Training 3/3 epoch (loss 0.0409):  99%|█████████▉| 15917/16050 [2:52:21<01:07,  1.98it/s]
Training 3/3 epoch (loss 0.0166):  99%|█████████▉| 15917/16050 [2:52:21<01:07,  1.98it/s]
Training 3/3 epoch (loss 0.0166):  99%|█████████▉| 15918/16050 [2:52:21<01:10,  1.88it/s]
Training 3/3 epoch (loss 0.2284):  99%|█████████▉| 15918/16050 [2:52:22<01:10,  1.88it/s]
Training 3/3 epoch (loss 0.2284):  99%|█████████▉| 15919/16050 [2:52:22<01:04,  2.02it/s]
Training 3/3 epoch (loss 0.0538):  99%|█████████▉| 15919/16050 [2:52:22<01:04,  2.02it/s]
Training 3/3 epoch (loss 0.0538):  99%|█████████▉| 15920/16050 [2:52:22<01:10,  1.86it/s]
Training 3/3 epoch (loss 0.1645):  99%|█████████▉| 15920/16050 [2:52:23<01:10,  1.86it/s]
Training 3/3 epoch (loss 0.1645):  99%|█████████▉| 15921/16050 [2:52:23<01:12,  1.77it/s]
Training 3/3 epoch (loss 0.0001):  99%|█████████▉| 15921/16050 [2:52:23<01:12,  1.77it/s]
Training 3/3 epoch (loss 0.0001):  99%|█████████▉| 15922/16050 [2:52:23<01:11,  1.80it/s]
Training 3/3 epoch (loss 0.0007):  99%|█████████▉| 15922/16050 [2:52:24<01:11,  1.80it/s]
Training 3/3 epoch (loss 0.0007):  99%|█████████▉| 15923/16050 [2:52:24<01:06,  1.90it/s]
Training 3/3 epoch (loss 0.0003):  99%|█████████▉| 15923/16050 [2:52:24<01:06,  1.90it/s]
Training 3/3 epoch (loss 0.0003):  99%|█████████▉| 15924/16050 [2:52:24<01:00,  2.09it/s]
Training 3/3 epoch (loss 0.4258):  99%|█████████▉| 15924/16050 [2:52:25<01:00,  2.09it/s]
Training 3/3 epoch (loss 0.4258):  99%|█████████▉| 15925/16050 [2:52:25<01:03,  1.96it/s]
Training 3/3 epoch (loss 0.4397):  99%|█████████▉| 15925/16050 [2:52:25<01:03,  1.96it/s]
Training 3/3 epoch (loss 0.4397):  99%|█████████▉| 15926/16050 [2:52:25<01:04,  1.91it/s]
Training 3/3 epoch (loss 0.0352):  99%|█████████▉| 15926/16050 [2:52:26<01:04,  1.91it/s]
Training 3/3 epoch (loss 0.0352):  99%|█████████▉| 15927/16050 [2:52:26<00:59,  2.05it/s]
Training 3/3 epoch (loss 0.0139):  99%|█████████▉| 15927/16050 [2:52:26<00:59,  2.05it/s]
Training 3/3 epoch (loss 0.0139):  99%|█████████▉| 15928/16050 [2:52:26<01:01,  1.99it/s]
Training 3/3 epoch (loss 0.4021):  99%|█████████▉| 15928/16050 [2:52:27<01:01,  1.99it/s]
Training 3/3 epoch (loss 0.4021):  99%|█████████▉| 15929/16050 [2:52:27<01:00,  1.99it/s]
Training 3/3 epoch (loss 0.0003):  99%|█████████▉| 15929/16050 [2:52:27<01:00,  1.99it/s]
Training 3/3 epoch (loss 0.0003):  99%|█████████▉| 15930/16050 [2:52:27<00:59,  2.03it/s]
Training 3/3 epoch (loss 0.0135):  99%|█████████▉| 15930/16050 [2:52:28<00:59,  2.03it/s]
Training 3/3 epoch (loss 0.0135):  99%|█████████▉| 15931/16050 [2:52:28<01:02,  1.89it/s]
Training 3/3 epoch (loss 0.0013):  99%|█████████▉| 15931/16050 [2:52:29<01:02,  1.89it/s]
Training 3/3 epoch (loss 0.0013):  99%|█████████▉| 15932/16050 [2:52:29<01:12,  1.63it/s]
Training 3/3 epoch (loss 0.2696):  99%|█████████▉| 15932/16050 [2:52:29<01:12,  1.63it/s]
Training 3/3 epoch (loss 0.2696):  99%|█████████▉| 15933/16050 [2:52:29<01:04,  1.80it/s]
Training 3/3 epoch (loss 0.1181):  99%|█████████▉| 15933/16050 [2:52:30<01:04,  1.80it/s]
Training 3/3 epoch (loss 0.1181):  99%|█████████▉| 15934/16050 [2:52:30<00:59,  1.95it/s]
Training 3/3 epoch (loss 0.5154):  99%|█████████▉| 15934/16050 [2:52:30<00:59,  1.95it/s]
Training 3/3 epoch (loss 0.5154):  99%|█████████▉| 15935/16050 [2:52:30<00:57,  2.00it/s]
Training 3/3 epoch (loss 0.0016):  99%|█████████▉| 15935/16050 [2:52:31<00:57,  2.00it/s]
Training 3/3 epoch (loss 0.0016):  99%|█████████▉| 15936/16050 [2:52:31<01:07,  1.68it/s]
Training 3/3 epoch (loss 0.0000):  99%|█████████▉| 15936/16050 [2:52:31<01:07,  1.68it/s]
Training 3/3 epoch (loss 0.0000):  99%|█████████▉| 15937/16050 [2:52:31<01:03,  1.79it/s]
Training 3/3 epoch (loss 0.0005):  99%|█████████▉| 15937/16050 [2:52:32<01:03,  1.79it/s]
Training 3/3 epoch (loss 0.0005):  99%|█████████▉| 15938/16050 [2:52:32<00:59,  1.89it/s]
Training 3/3 epoch (loss 0.0731):  99%|█████████▉| 15938/16050 [2:52:33<00:59,  1.89it/s]
Training 3/3 epoch (loss 0.0731):  99%|█████████▉| 15939/16050 [2:52:33<01:04,  1.72it/s]
Training 3/3 epoch (loss 0.0025):  99%|█████████▉| 15939/16050 [2:52:33<01:04,  1.72it/s]
Training 3/3 epoch (loss 0.0025):  99%|█████████▉| 15940/16050 [2:52:33<01:07,  1.63it/s]
Training 3/3 epoch (loss 0.0079):  99%|█████████▉| 15940/16050 [2:52:34<01:07,  1.63it/s]
Training 3/3 epoch (loss 0.0079):  99%|█████████▉| 15941/16050 [2:52:34<01:08,  1.59it/s]
Training 3/3 epoch (loss 0.4016):  99%|█████████▉| 15941/16050 [2:52:34<01:08,  1.59it/s]
Training 3/3 epoch (loss 0.4016):  99%|█████████▉| 15942/16050 [2:52:34<00:58,  1.86it/s]
Training 3/3 epoch (loss 0.0001):  99%|█████████▉| 15942/16050 [2:52:35<00:58,  1.86it/s]
Training 3/3 epoch (loss 0.0001):  99%|█████████▉| 15943/16050 [2:52:35<01:00,  1.76it/s]
Training 3/3 epoch (loss 0.3576):  99%|█████████▉| 15943/16050 [2:52:35<01:00,  1.76it/s]
Training 3/3 epoch (loss 0.3576):  99%|█████████▉| 15944/16050 [2:52:35<00:56,  1.87it/s]
Training 3/3 epoch (loss 0.2323):  99%|█████████▉| 15944/16050 [2:52:36<00:56,  1.87it/s]
Training 3/3 epoch (loss 0.2323):  99%|█████████▉| 15945/16050 [2:52:36<01:00,  1.72it/s]
Training 3/3 epoch (loss 0.1189):  99%|█████████▉| 15945/16050 [2:52:37<01:00,  1.72it/s]
Training 3/3 epoch (loss 0.1189):  99%|█████████▉| 15946/16050 [2:52:37<01:08,  1.51it/s]
Training 3/3 epoch (loss 0.4811):  99%|█████████▉| 15946/16050 [2:52:37<01:08,  1.51it/s]
Training 3/3 epoch (loss 0.4811):  99%|█████████▉| 15947/16050 [2:52:37<00:59,  1.72it/s]
Training 3/3 epoch (loss 0.0003):  99%|█████████▉| 15947/16050 [2:52:38<00:59,  1.72it/s]
Training 3/3 epoch (loss 0.0003):  99%|█████████▉| 15948/16050 [2:52:38<00:57,  1.76it/s]
Training 3/3 epoch (loss 0.0049):  99%|█████████▉| 15948/16050 [2:52:38<00:57,  1.76it/s]
Training 3/3 epoch (loss 0.0049):  99%|█████████▉| 15949/16050 [2:52:38<00:55,  1.82it/s]
Training 3/3 epoch (loss 0.0000):  99%|█████████▉| 15949/16050 [2:52:39<00:55,  1.82it/s]
Training 3/3 epoch (loss 0.0000):  99%|█████████▉| 15950/16050 [2:52:39<00:51,  1.93it/s]
Training 3/3 epoch (loss 0.2519):  99%|█████████▉| 15950/16050 [2:52:39<00:51,  1.93it/s]
Training 3/3 epoch (loss 0.2519):  99%|█████████▉| 15951/16050 [2:52:39<00:48,  2.05it/s]
Training 3/3 epoch (loss 0.0169):  99%|█████████▉| 15951/16050 [2:52:40<00:48,  2.05it/s]
Training 3/3 epoch (loss 0.0169):  99%|█████████▉| 15952/16050 [2:52:40<00:53,  1.84it/s]
Training 3/3 epoch (loss 0.0184):  99%|█████████▉| 15952/16050 [2:52:40<00:53,  1.84it/s]
Training 3/3 epoch (loss 0.0184):  99%|█████████▉| 15953/16050 [2:52:40<00:52,  1.85it/s]
Training 3/3 epoch (loss 0.0199):  99%|█████████▉| 15953/16050 [2:52:41<00:52,  1.85it/s]
Training 3/3 epoch (loss 0.0199):  99%|█████████▉| 15954/16050 [2:52:41<00:55,  1.72it/s]
Training 3/3 epoch (loss 0.0003):  99%|█████████▉| 15954/16050 [2:52:42<00:55,  1.72it/s]
Training 3/3 epoch (loss 0.0003):  99%|█████████▉| 15955/16050 [2:52:42<00:56,  1.69it/s]
Training 3/3 epoch (loss 0.0001):  99%|█████████▉| 15955/16050 [2:52:42<00:56,  1.69it/s]
Training 3/3 epoch (loss 0.0001):  99%|█████████▉| 15956/16050 [2:52:42<00:56,  1.66it/s]
Training 3/3 epoch (loss 0.0353):  99%|█████████▉| 15956/16050 [2:52:43<00:56,  1.66it/s]
Training 3/3 epoch (loss 0.0353):  99%|█████████▉| 15957/16050 [2:52:43<00:58,  1.60it/s]
Training 3/3 epoch (loss 0.0034):  99%|█████████▉| 15957/16050 [2:52:44<00:58,  1.60it/s]
Training 3/3 epoch (loss 0.0034):  99%|█████████▉| 15958/16050 [2:52:44<00:58,  1.57it/s]
Training 3/3 epoch (loss 0.3942):  99%|█████████▉| 15958/16050 [2:52:44<00:58,  1.57it/s]
Training 3/3 epoch (loss 0.3942):  99%|█████████▉| 15959/16050 [2:52:44<00:50,  1.81it/s]
Training 3/3 epoch (loss 0.0209):  99%|█████████▉| 15959/16050 [2:52:45<00:50,  1.81it/s]
Training 3/3 epoch (loss 0.0209):  99%|█████████▉| 15960/16050 [2:52:45<00:49,  1.81it/s]
Training 3/3 epoch (loss 0.4315):  99%|█████████▉| 15960/16050 [2:52:45<00:49,  1.81it/s]
Training 3/3 epoch (loss 0.4315):  99%|█████████▉| 15961/16050 [2:52:45<00:46,  1.90it/s]
Training 3/3 epoch (loss 0.0001):  99%|█████████▉| 15961/16050 [2:52:46<00:46,  1.90it/s]
Training 3/3 epoch (loss 0.0001):  99%|█████████▉| 15962/16050 [2:52:46<00:46,  1.88it/s]
Training 3/3 epoch (loss 0.2441):  99%|█████████▉| 15962/16050 [2:52:46<00:46,  1.88it/s]
Training 3/3 epoch (loss 0.2441):  99%|█████████▉| 15963/16050 [2:52:46<00:50,  1.72it/s]
Training 3/3 epoch (loss 0.0165):  99%|█████████▉| 15963/16050 [2:52:47<00:50,  1.72it/s]
Training 3/3 epoch (loss 0.0165):  99%|█████████▉| 15964/16050 [2:52:47<00:48,  1.77it/s]
Training 3/3 epoch (loss 0.4867):  99%|█████████▉| 15964/16050 [2:52:47<00:48,  1.77it/s]
Training 3/3 epoch (loss 0.4867):  99%|█████████▉| 15965/16050 [2:52:47<00:42,  1.99it/s]
Training 3/3 epoch (loss 0.0021):  99%|█████████▉| 15965/16050 [2:52:48<00:42,  1.99it/s]
Training 3/3 epoch (loss 0.0021):  99%|█████████▉| 15966/16050 [2:52:48<00:42,  1.96it/s]
Training 3/3 epoch (loss 0.0109):  99%|█████████▉| 15966/16050 [2:52:48<00:42,  1.96it/s]
Training 3/3 epoch (loss 0.0109):  99%|█████████▉| 15967/16050 [2:52:48<00:38,  2.15it/s]
Training 3/3 epoch (loss 0.0003):  99%|█████████▉| 15967/16050 [2:52:48<00:38,  2.15it/s]
Training 3/3 epoch (loss 0.0003):  99%|█████████▉| 15968/16050 [2:52:48<00:37,  2.16it/s]
Training 3/3 epoch (loss 0.0091):  99%|█████████▉| 15968/16050 [2:52:49<00:37,  2.16it/s]
Training 3/3 epoch (loss 0.0091):  99%|█████████▉| 15969/16050 [2:52:49<00:47,  1.69it/s]
Training 3/3 epoch (loss 0.0375):  99%|█████████▉| 15969/16050 [2:52:50<00:47,  1.69it/s]
Training 3/3 epoch (loss 0.0375): 100%|█████████▉| 15970/16050 [2:52:50<00:46,  1.73it/s]
Training 3/3 epoch (loss 0.0533): 100%|█████████▉| 15970/16050 [2:52:50<00:46,  1.73it/s]
Training 3/3 epoch (loss 0.0533): 100%|█████████▉| 15971/16050 [2:52:50<00:46,  1.71it/s]
Training 3/3 epoch (loss 0.0007): 100%|█████████▉| 15971/16050 [2:52:51<00:46,  1.71it/s]
Training 3/3 epoch (loss 0.0007): 100%|█████████▉| 15972/16050 [2:52:51<00:41,  1.87it/s]
Training 3/3 epoch (loss 0.3908): 100%|█████████▉| 15972/16050 [2:52:51<00:41,  1.87it/s]
Training 3/3 epoch (loss 0.3908): 100%|█████████▉| 15973/16050 [2:52:51<00:41,  1.88it/s]
Training 3/3 epoch (loss 0.0180): 100%|█████████▉| 15973/16050 [2:52:52<00:41,  1.88it/s]
Training 3/3 epoch (loss 0.0180): 100%|█████████▉| 15974/16050 [2:52:52<00:42,  1.78it/s]
Training 3/3 epoch (loss 0.0102): 100%|█████████▉| 15974/16050 [2:52:53<00:42,  1.78it/s]
Training 3/3 epoch (loss 0.0102): 100%|█████████▉| 15975/16050 [2:52:53<00:43,  1.72it/s]
Training 3/3 epoch (loss 0.0070): 100%|█████████▉| 15975/16050 [2:52:53<00:43,  1.72it/s]
Training 3/3 epoch (loss 0.0070): 100%|█████████▉| 15976/16050 [2:52:53<00:39,  1.89it/s]
Training 3/3 epoch (loss 0.2353): 100%|█████████▉| 15976/16050 [2:52:54<00:39,  1.89it/s]
Training 3/3 epoch (loss 0.2353): 100%|█████████▉| 15977/16050 [2:52:54<00:37,  1.97it/s]
Training 3/3 epoch (loss 0.2899): 100%|█████████▉| 15977/16050 [2:52:54<00:37,  1.97it/s]
Training 3/3 epoch (loss 0.2899): 100%|█████████▉| 15978/16050 [2:52:54<00:34,  2.09it/s]
Training 3/3 epoch (loss 0.1737): 100%|█████████▉| 15978/16050 [2:52:54<00:34,  2.09it/s]
Training 3/3 epoch (loss 0.1737): 100%|█████████▉| 15979/16050 [2:52:54<00:31,  2.22it/s]
Training 3/3 epoch (loss 0.1726): 100%|█████████▉| 15979/16050 [2:52:55<00:31,  2.22it/s]
Training 3/3 epoch (loss 0.1726): 100%|█████████▉| 15980/16050 [2:52:55<00:30,  2.27it/s]
Training 3/3 epoch (loss 0.6204): 100%|█████████▉| 15980/16050 [2:52:57<00:30,  2.27it/s]
Training 3/3 epoch (loss 0.6204): 100%|█████████▉| 15981/16050 [2:52:57<01:11,  1.03s/it]
Training 3/3 epoch (loss 0.5870): 100%|█████████▉| 15981/16050 [2:52:58<01:11,  1.03s/it]
Training 3/3 epoch (loss 0.5870): 100%|█████████▉| 15982/16050 [2:52:58<01:02,  1.09it/s]
Training 3/3 epoch (loss 0.0140): 100%|█████████▉| 15982/16050 [2:52:58<01:02,  1.09it/s]
Training 3/3 epoch (loss 0.0140): 100%|█████████▉| 15983/16050 [2:52:58<00:54,  1.24it/s]
Training 3/3 epoch (loss 0.0240): 100%|█████████▉| 15983/16050 [2:52:59<00:54,  1.24it/s]
Training 3/3 epoch (loss 0.0240): 100%|█████████▉| 15984/16050 [2:52:59<00:44,  1.49it/s]
Training 3/3 epoch (loss 0.2525): 100%|█████████▉| 15984/16050 [2:52:59<00:44,  1.49it/s]
Training 3/3 epoch (loss 0.2525): 100%|█████████▉| 15985/16050 [2:52:59<00:38,  1.68it/s]
Training 3/3 epoch (loss 0.1804): 100%|█████████▉| 15985/16050 [2:53:00<00:38,  1.68it/s]
Training 3/3 epoch (loss 0.1804): 100%|█████████▉| 15986/16050 [2:53:00<00:37,  1.69it/s]
Training 3/3 epoch (loss 0.1164): 100%|█████████▉| 15986/16050 [2:53:00<00:37,  1.69it/s]
Training 3/3 epoch (loss 0.1164): 100%|█████████▉| 15987/16050 [2:53:00<00:38,  1.65it/s]
Training 3/3 epoch (loss 0.0111): 100%|█████████▉| 15987/16050 [2:53:01<00:38,  1.65it/s]
Training 3/3 epoch (loss 0.0111): 100%|█████████▉| 15988/16050 [2:53:01<00:35,  1.76it/s]
Training 3/3 epoch (loss 0.2196): 100%|█████████▉| 15988/16050 [2:53:03<00:35,  1.76it/s]
Training 3/3 epoch (loss 0.2196): 100%|█████████▉| 15989/16050 [2:53:03<01:07,  1.10s/it]
Training 3/3 epoch (loss 0.3339): 100%|█████████▉| 15989/16050 [2:53:04<01:07,  1.10s/it]
Training 3/3 epoch (loss 0.3339): 100%|█████████▉| 15990/16050 [2:53:04<00:53,  1.11it/s]
Training 3/3 epoch (loss 0.0190): 100%|█████████▉| 15990/16050 [2:53:04<00:53,  1.11it/s]
Training 3/3 epoch (loss 0.0190): 100%|█████████▉| 15991/16050 [2:53:04<00:49,  1.20it/s]
Training 3/3 epoch (loss 0.0079): 100%|█████████▉| 15991/16050 [2:53:05<00:49,  1.20it/s]
Training 3/3 epoch (loss 0.0079): 100%|█████████▉| 15992/16050 [2:53:05<00:47,  1.22it/s]
Training 3/3 epoch (loss 0.0095): 100%|█████████▉| 15992/16050 [2:53:05<00:47,  1.22it/s]
Training 3/3 epoch (loss 0.0095): 100%|█████████▉| 15993/16050 [2:53:05<00:38,  1.46it/s]
Training 3/3 epoch (loss 0.3075): 100%|█████████▉| 15993/16050 [2:53:06<00:38,  1.46it/s]
Training 3/3 epoch (loss 0.3075): 100%|█████████▉| 15994/16050 [2:53:06<00:35,  1.57it/s]
Training 3/3 epoch (loss 0.1029): 100%|█████████▉| 15994/16050 [2:53:07<00:35,  1.57it/s]
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Training 3/3 epoch (loss 0.2316): 100%|█████████▉| 15995/16050 [2:53:07<00:34,  1.60it/s]
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Training 3/3 epoch (loss 0.0168): 100%|█████████▉| 16037/16050 [2:53:30<00:07,  1.64it/s]
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Training 3/3 epoch (loss 0.0073): 100%|█████████▉| 16038/16050 [2:53:30<00:06,  1.88it/s]
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Training 3/3 epoch (loss 0.0000): 100%|█████████▉| 16047/16050 [2:53:34<00:01,  2.23it/s]
Training 3/3 epoch (loss 0.0000): 100%|█████████▉| 16048/16050 [2:53:34<00:00,  2.08it/s]
Training 3/3 epoch (loss 0.0050): 100%|█████████▉| 16048/16050 [2:53:35<00:00,  2.08it/s]
Training 3/3 epoch (loss 0.0050): 100%|█████████▉| 16049/16050 [2:53:35<00:00,  2.06it/s]
Training 3/3 epoch (loss 0.4918): 100%|█████████▉| 16049/16050 [2:53:37<00:00,  2.06it/s]
Training 3/3 epoch (loss 0.4918): 100%|██████████| 16050/16050 [2:53:37<00:00,  1.04s/it]
                                                                                         

Training 3/3 epoch (loss 0.4918): 100%|██████████| 16050/16050 [2:53:37<00:00,  1.04s/it]
Training 3/3 epoch (loss 0.4918): 100%|██████████| 16050/16050 [2:56:50<00:00,  1.51it/s]
/home/panda/miniconda3/envs/pda/lib/python3.11/site-packages/peft/utils/save_and_load.py:220: UserWarning: Setting `save_embedding_layers` to `True` as embedding layers found in `target_modules`.
  warnings.warn("Setting `save_embedding_layers` to `True` as embedding layers found in `target_modules`.")
wandb:                                                                                
wandb: 
wandb: Run history:
wandb:            eval/max_log_ratio ▁▆██
wandb: eval/mean_important_log_ratio ▁▆██
wandb:            eval/min_log_ratio ▁▇██
wandb:                     eval/step ▁▃▆█
wandb:                   train/epoch ▁▂▂▂▂▃▃▃▃▃▃▃▃▃▃▄▄▄▄▄▄▅▅▅▅▅▅▅▅▅▆▆▆▆▇▇▇▇██
wandb:                    train/loss ▇▁▄▁▁▃▁▁▁▃▅▁▁▁█▁▂▂▃▁▁▂▁▁▄▂▅▁▂▁▁▅▁▁▁▁▁▃▃▁
wandb:                      train/lr ▂▄▄▄▅███████▇▇▇▇▇▇▇▆▆▆▅▄▄▃▃▃▃▃▃▃▂▂▂▁▁▁▁▁
wandb:                    train/step ▁▁▁▁▁▂▂▂▂▂▂▃▃▃▃▃▃▃▄▄▄▄▄▄▄▅▅▅▆▆▆▆▇▇▇▇▇▇▇█
wandb: 
wandb: Run summary:
wandb:            eval/max_log_ratio 322
wandb: eval/mean_important_log_ratio 181
wandb:            eval/min_log_ratio 78
wandb:                     eval/step 16050
wandb:                   train/epoch 3
wandb:                    train/loss 0.4918
wandb:                      train/lr 0.0
wandb:                    train/step 16050
wandb: 
wandb: 🚀 View run tools-sft-2025-05-11-17-37-01 at: https://wandb.ai/alelab/TOOLS-SFT/runs/jpa5uws1
wandb: ⭐️ View project at: https://wandb.ai/alelab/TOOLS-SFT
wandb: Synced 5 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s)
wandb: Find logs at: /home/panda/pda-llm/output/sft-tools/run-false-1-100-16-4096/wandb/run-20250511_173701-jpa5uws1/logs
[rank0]:[W511 20:33:57.205295541 ProcessGroupNCCL.cpp:1250] Warning: WARNING: process group has NOT been destroyed before we destruct ProcessGroupNCCL. On normal program exit, the application should call destroy_process_group to ensure that any pending NCCL operations have finished in this process. In rare cases this process can exit before this point and block the progress of another member of the process group. This constraint has always been present,  but this warning has only been added since PyTorch 2.4 (function operator())