diff --git "a/discriminative/eu/fine-tuning/train/logs/model_transder.err" "b/discriminative/eu/fine-tuning/train/logs/model_transder.err"
new file mode 100644--- /dev/null
+++ "b/discriminative/eu/fine-tuning/train/logs/model_transder.err"
@@ -0,0 +1,643 @@
+The following values were not passed to `accelerate launch` and had defaults used instead:
+		More than one GPU was found, enabling multi-GPU training.
+		If this was unintended please pass in `--num_processes=1`.
+To avoid this warning pass in values for each of the problematic parameters or run `accelerate config`.
+Found cached dataset xnli (/home/jbengoetxea/.cache/huggingface/datasets/xnli/en/0.0.0/b8dd5d7af51114dbda02c0e3f6133f332186418e)
+Found cached dataset xnli-eu (/home/jbengoetxea/.cache/huggingface/datasets/HiTZ___xnli-eu/eu/0.0.0/7a48572e7a36d9bc645ec4c63eb7c7c3e27e23ba)
+[INFO|configuration_utils.py:765] 2025-12-17 17:58:33,975 >> loading configuration file config.json from cache at /home/jbengoetxea/.cache/huggingface/hub/models--jhu-clsp--mmBERT-base/snapshots/c5955035435e2bf121cde7f3c8863ef52ff35d82/config.json
+[INFO|configuration_utils.py:839] 2025-12-17 17:58:33,996 >> Model config ModernBertConfig {
+  "architectures": [
+    "ModernBertForMaskedLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 2,
+  "classifier_activation": "gelu",
+  "classifier_bias": false,
+  "classifier_dropout": 0.0,
+  "classifier_pooling": "mean",
+  "cls_token_id": 1,
+  "decoder_bias": true,
+  "deterministic_flash_attn": false,
+  "dtype": "float32",
+  "embedding_dropout": 0.0,
+  "eos_token_id": 1,
+  "finetuning_task": "xnli",
+  "global_attn_every_n_layers": 3,
+  "global_rope_theta": 160000,
+  "gradient_checkpointing": false,
+  "hidden_activation": "gelu",
+  "hidden_size": 768,
+  "id2label": {
+    "0": 0,
+    "1": 1,
+    "2": 2
+  },
+  "initializer_cutoff_factor": 2.0,
+  "initializer_range": 0.02,
+  "intermediate_size": 1152,
+  "label2id": {
+    "0": 0,
+    "1": 1,
+    "2": 2
+  },
+  "layer_norm_eps": 1e-05,
+  "local_attention": 128,
+  "local_rope_theta": 160000,
+  "mask_token_id": 4,
+  "max_position_embeddings": 8192,
+  "mlp_bias": false,
+  "mlp_dropout": 0.0,
+  "model_type": "modernbert",
+  "norm_bias": false,
+  "norm_eps": 1e-05,
+  "num_attention_heads": 12,
+  "num_hidden_layers": 22,
+  "pad_token_id": 0,
+  "position_embedding_type": "sans_pos",
+  "repad_logits_with_grad": false,
+  "sep_token_id": 1,
+  "sparse_pred_ignore_index": -100,
+  "sparse_prediction": false,
+  "transformers_version": "4.57.3",
+  "vocab_size": 256000
+}
+
+[INFO|tokenization_utils_base.py:2111] 2025-12-17 17:58:34,423 >> loading file tokenizer.json from cache at /home/jbengoetxea/.cache/huggingface/hub/models--jhu-clsp--mmBERT-base/snapshots/c5955035435e2bf121cde7f3c8863ef52ff35d82/tokenizer.json
+[INFO|tokenization_utils_base.py:2111] 2025-12-17 17:58:34,423 >> loading file tokenizer.model from cache at None
+[INFO|tokenization_utils_base.py:2111] 2025-12-17 17:58:34,423 >> loading file added_tokens.json from cache at None
+[INFO|tokenization_utils_base.py:2111] 2025-12-17 17:58:34,423 >> loading file special_tokens_map.json from cache at /home/jbengoetxea/.cache/huggingface/hub/models--jhu-clsp--mmBERT-base/snapshots/c5955035435e2bf121cde7f3c8863ef52ff35d82/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2111] 2025-12-17 17:58:34,423 >> loading file tokenizer_config.json from cache at /home/jbengoetxea/.cache/huggingface/hub/models--jhu-clsp--mmBERT-base/snapshots/c5955035435e2bf121cde7f3c8863ef52ff35d82/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2111] 2025-12-17 17:58:34,423 >> loading file chat_template.jinja from cache at None
+[INFO|modeling_utils.py:1172] 2025-12-17 17:58:35,397 >> loading weights file pytorch_model.bin from cache at /home/jbengoetxea/.cache/huggingface/hub/models--jhu-clsp--mmBERT-base/snapshots/c5955035435e2bf121cde7f3c8863ef52ff35d82/pytorch_model.bin
+[INFO|safetensors_conversion.py:61] 2025-12-17 17:58:35,613 >> Attempting to create safetensors variant
+[INFO|safetensors_conversion.py:74] 2025-12-17 17:58:36,060 >> Safetensors PR exists
+[WARNING|modeling_utils.py:5535] 2025-12-17 17:58:36,341 >> Some weights of ModernBertForSequenceClassification were not initialized from the model checkpoint at jhu-clsp/mmBERT-base and are newly initialized: ['classifier.bias', 'classifier.weight']
+You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
+[WARNING|modeling_utils.py:5535] 2025-12-17 17:58:36,341 >> Some weights of ModernBertForSequenceClassification were not initialized from the model checkpoint at jhu-clsp/mmBERT-base and are newly initialized: ['classifier.bias', 'classifier.weight']
+You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
+[INFO|modeling_utils.py:5525] 2025-12-17 17:58:36,341 >> Some weights of the model checkpoint at jhu-clsp/mmBERT-base were not used when initializing ModernBertForSequenceClassification: ['decoder.bias', 'decoder.weight']
+- This IS expected if you are initializing ModernBertForSequenceClassification from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
+- This IS NOT expected if you are initializing ModernBertForSequenceClassification from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
+[WARNING|modeling_utils.py:5535] 2025-12-17 17:58:36,341 >> Some weights of ModernBertForSequenceClassification were not initialized from the model checkpoint at jhu-clsp/mmBERT-base and are newly initialized: ['classifier.bias', 'classifier.weight']
+You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
+[WARNING|modeling_utils.py:5535] 2025-12-17 17:58:36,348 >> Some weights of ModernBertForSequenceClassification were not initialized from the model checkpoint at jhu-clsp/mmBERT-base and are newly initialized: ['classifier.bias', 'classifier.weight']
+You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
+Loading cached processed dataset at /home/jbengoetxea/.cache/huggingface/datasets/xnli/en/0.0.0/b8dd5d7af51114dbda02c0e3f6133f332186418e/cache-e0e55c071a581887_*_of_00001.arrow
+/scratch/jbengoetxea/phd/.phd_venv_new/lib/python3.10/site-packages/torch/distributed/distributed_c10d.py:4876: UserWarning: barrier(): using the device under current context. You can specify `device_id` in `init_process_group` to mute this warning.
+  warnings.warn(  # warn only once
+[rank0]:[W1217 17:58:37.059506793 ProcessGroupNCCL.cpp:5072] Guessing device ID based on global rank. This can cause a hang if rank to GPU mapping is heterogeneous. You can specify device_id in init_process_group()
+Loading cached processed dataset at /home/jbengoetxea/.cache/huggingface/datasets/HiTZ___xnli-eu/eu/0.0.0/7a48572e7a36d9bc645ec4c63eb7c7c3e27e23ba/cache-50dbff6115ccc2e9_*_of_00001.arrow
+/scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/fine-tuning/run_xnli_eus.py:532: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Trainer.__init__`. Use `processing_class` instead.
+  trainer = Trainer(
+/scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/fine-tuning/run_xnli_eus.py:532: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Trainer.__init__`. Use `processing_class` instead.
+  trainer = Trainer(
+/scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/fine-tuning/run_xnli_eus.py:532: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Trainer.__init__`. Use `processing_class` instead.
+  trainer = Trainer(
+/scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/fine-tuning/run_xnli_eus.py:532: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Trainer.__init__`. Use `processing_class` instead.
+  trainer = Trainer(
+[INFO|trainer.py:749] 2025-12-17 17:58:42,512 >> Using auto half precision backend
+[INFO|trainer.py:1012] 2025-12-17 17:58:42,642 >> The following columns in the Training set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:2519] 2025-12-17 17:58:42,906 >> ***** Running training *****
+[INFO|trainer.py:2520] 2025-12-17 17:58:42,906 >>   Num examples = 392,702
+[INFO|trainer.py:2521] 2025-12-17 17:58:42,906 >>   Num Epochs = 10
+[INFO|trainer.py:2522] 2025-12-17 17:58:42,906 >>   Instantaneous batch size per device = 8
+[INFO|trainer.py:2525] 2025-12-17 17:58:42,906 >>   Total train batch size (w. parallel, distributed & accumulation) = 32
+[INFO|trainer.py:2526] 2025-12-17 17:58:42,906 >>   Gradient Accumulation steps = 1
+[INFO|trainer.py:2527] 2025-12-17 17:58:42,906 >>   Total optimization steps = 122,720
+[INFO|trainer.py:2528] 2025-12-17 17:58:42,907 >>   Number of trainable parameters = 307,532,547
+
  0%|          | 0/122720 [00:00<?, ?it/s][rank0]:[W1217 17:58:44.479684896 reducer.cpp:1431] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
+[rank2]:[W1217 17:58:44.480706677 reducer.cpp:1431] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
+[rank3]:[W1217 17:58:44.481214818 reducer.cpp:1431] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
+[rank1]:[W1217 17:58:44.481221018 reducer.cpp:1431] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
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  0%|          | 549/122720 [00:35<1:58:36, 17.17it/s]
                                                      

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  0%|          | 575/122720 [00:36<2:05:48, 16.18it/s]
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  0%|          | 599/122720 [00:38<2:02:39, 16.59it/s]
                                                      

  0%|          | 600/122720 [00:38<2:02:39, 16.59it/s]
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  1%|          | 625/122720 [00:39<1:58:06, 17.23it/s]
                                                      

  1%|          | 625/122720 [00:39<1:58:06, 17.23it/s]
  1%|          | 627/122720 [00:39<1:58:26, 17.18it/s]
  1%|          | 629/122720 [00:39<1:58:15, 17.21it/s]
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  1%|          | 649/122720 [00:41<2:00:34, 16.87it/s]
                                                      

  1%|          | 650/122720 [00:41<2:00:34, 16.87it/s]
  1%|          | 651/122720 [00:41<2:00:37, 16.87it/s]
  1%|          | 653/122720 [00:41<1:59:48, 16.98it/s]
  1%|          | 655/122720 [00:41<1:59:33, 17.02it/s]
  1%|          | 657/122720 [00:41<1:58:28, 17.17it/s]
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  1%|          | 665/122720 [00:41<1:58:08, 17.22it/s]
  1%|          | 667/122720 [00:42<1:57:52, 17.26it/s]
  1%|          | 669/122720 [00:42<1:57:14, 17.35it/s]
  1%|          | 671/122720 [00:42<1:57:26, 17.32it/s]
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  1%|          | 675/122720 [00:42<1:57:55, 17.25it/s]
                                                      

  1%|          | 675/122720 [00:42<1:57:55, 17.25it/s]
  1%|          | 677/122720 [00:42<1:59:10, 17.07it/s]
  1%|          | 679/122720 [00:42<1:59:09, 17.07it/s]
  1%|          | 681/122720 [00:42<1:59:28, 17.03it/s]
  1%|          | 683/122720 [00:43<1:59:51, 16.97it/s]
  1%|          | 685/122720 [00:43<1:59:07, 17.07it/s]
  1%|          | 687/122720 [00:43<1:58:46, 17.12it/s]
  1%|          | 689/122720 [00:43<1:58:38, 17.14it/s]
  1%|          | 691/122720 [00:43<1:58:33, 17.15it/s]
  1%|          | 693/122720 [00:43<1:58:05, 17.22it/s]
  1%|          | 695/122720 [00:43<1:58:46, 17.12it/s]
  1%|          | 697/122720 [00:43<1:59:01, 17.09it/s]
  1%|          | 699/122720 [00:43<1:59:54, 16.96it/s]
                                                      

  1%|          | 700/122720 [00:44<1:59:54, 16.96it/s]
  1%|          | 701/122720 [00:44<2:00:21, 16.90it/s]
  1%|          | 703/122720 [00:44<2:01:46, 16.70it/s]
  1%|          | 705/122720 [00:44<2:03:01, 16.53it/s]
  1%|          | 707/122720 [00:44<2:04:09, 16.38it/s]
  1%|          | 709/122720 [00:44<2:05:39, 16.18it/s]
  1%|          | 711/122720 [00:44<2:06:02, 16.13it/s]
  1%|          | 713/122720 [00:44<2:05:38, 16.18it/s]
  1%|          | 715/122720 [00:44<2:05:17, 16.23it/s]
  1%|          | 717/122720 [00:45<2:05:34, 16.19it/s]
  1%|          | 719/122720 [00:45<2:05:44, 16.17it/s]
  1%|          | 721/122720 [00:45<2:05:23, 16.21it/s]
  1%|          | 723/122720 [00:45<2:05:23, 16.22it/s]
  1%|          | 725/122720 [00:45<2:06:20, 16.09it/s]
                                                      

  1%|          | 725/122720 [00:45<2:06:20, 16.09it/s]
  1%|          | 727/122720 [00:45<2:06:54, 16.02it/s]
  1%|          | 729/122720 [00:45<2:06:12, 16.11it/s]
  1%|          | 731/122720 [00:45<2:04:52, 16.28it/s]
  1%|          | 733/122720 [00:46<2:04:38, 16.31it/s]
  1%|          | 735/122720 [00:46<2:03:24, 16.47it/s]
  1%|          | 737/122720 [00:46<2:02:12, 16.64it/s]
  1%|          | 739/122720 [00:46<2:01:38, 16.71it/s]
  1%|          | 741/122720 [00:46<2:01:34, 16.72it/s]
  1%|          | 743/122720 [00:46<2:01:56, 16.67it/s]
  1%|          | 745/122720 [00:46<2:01:48, 16.69it/s]
  1%|          | 747/122720 [00:46<2:01:33, 16.72it/s]
  1%|          | 749/122720 [00:46<2:00:54, 16.81it/s]
                                                      

  1%|          | 750/122720 [00:47<2:00:54, 16.81it/s]
  1%|          | 751/122720 [00:47<2:00:52, 16.82it/s]
  1%|          | 753/122720 [00:47<1:59:53, 16.96it/s]
  1%|          | 755/122720 [00:47<1:59:09, 17.06it/s]
  1%|          | 757/122720 [00:47<1:58:53, 17.10it/s]
  1%|          | 759/122720 [00:47<2:00:39, 16.85it/s]
  1%|          | 761/122720 [00:47<2:00:44, 16.83it/s]
  1%|          | 763/122720 [00:47<2:00:12, 16.91it/s]
  1%|          | 765/122720 [00:47<2:00:35, 16.85it/s]
  1%|          | 767/122720 [00:48<2:00:48, 16.82it/s]
  1%|          | 769/122720 [00:48<1:59:32, 17.00it/s]
  1%|          | 771/122720 [00:48<1:58:37, 17.13it/s]
  1%|          | 773/122720 [00:48<1:58:10, 17.20it/s]
  1%|          | 775/122720 [00:48<1:58:02, 17.22it/s]
                                                      

  1%|          | 775/122720 [00:48<1:58:02, 17.22it/s]
  1%|          | 777/122720 [00:48<1:58:26, 17.16it/s]
  1%|          | 779/122720 [00:48<1:58:12, 17.19it/s]
  1%|          | 781/122720 [00:48<1:58:23, 17.17it/s]
  1%|          | 783/122720 [00:48<1:58:50, 17.10it/s]
  1%|          | 785/122720 [00:49<1:59:14, 17.04it/s]
  1%|          | 787/122720 [00:49<1:58:58, 17.08it/s]
  1%|          | 789/122720 [00:49<1:59:09, 17.05it/s]
  1%|          | 791/122720 [00:49<1:58:17, 17.18it/s]
  1%|          | 793/122720 [00:49<1:57:48, 17.25it/s]
  1%|          | 795/122720 [00:49<1:58:18, 17.18it/s]
  1%|          | 797/122720 [00:49<1:57:51, 17.24it/s]
  1%|          | 799/122720 [00:49<1:57:58, 17.22it/s]
                                                      

  1%|          | 800/122720 [00:49<1:57:58, 17.22it/s]
  1%|          | 801/122720 [00:50<1:58:28, 17.15it/s]
  1%|          | 803/122720 [00:50<1:57:59, 17.22it/s]
  1%|          | 805/122720 [00:50<1:58:00, 17.22it/s]
  1%|          | 807/122720 [00:50<1:58:09, 17.20it/s]
  1%|          | 809/122720 [00:50<1:57:59, 17.22it/s]
  1%|          | 811/122720 [00:50<1:57:51, 17.24it/s]
  1%|          | 813/122720 [00:50<1:57:52, 17.24it/s]
  1%|          | 815/122720 [00:50<1:57:37, 17.27it/s]
  1%|          | 817/122720 [00:50<1:59:01, 17.07it/s]
  1%|          | 819/122720 [00:51<2:00:08, 16.91it/s]
  1%|          | 821/122720 [00:51<1:59:35, 16.99it/s]
  1%|          | 823/122720 [00:51<1:59:12, 17.04it/s]
  1%|          | 825/122720 [00:51<1:58:32, 17.14it/s]
                                                      

  1%|          | 825/122720 [00:51<1:58:32, 17.14it/s]
  1%|          | 827/122720 [00:51<1:58:39, 17.12it/s]
  1%|          | 829/122720 [00:51<1:58:17, 17.17it/s]
  1%|          | 831/122720 [00:51<1:58:26, 17.15it/s]
  1%|          | 833/122720 [00:51<1:58:16, 17.18it/s]
  1%|          | 835/122720 [00:52<1:57:53, 17.23it/s]
  1%|          | 837/122720 [00:52<1:57:40, 17.26it/s]
  1%|          | 839/122720 [00:52<1:58:29, 17.14it/s]
  1%|          | 841/122720 [00:52<1:58:53, 17.08it/s]
  1%|          | 843/122720 [00:52<1:58:44, 17.11it/s]
  1%|          | 845/122720 [00:52<1:59:23, 17.01it/s]
  1%|          | 847/122720 [00:52<1:59:31, 16.99it/s]
  1%|          | 849/122720 [00:52<2:02:08, 16.63it/s]
                                                      

  1%|          | 850/122720 [00:52<2:02:08, 16.63it/s]
  1%|          | 851/122720 [00:52<2:04:16, 16.34it/s]
  1%|          | 853/122720 [00:53<2:05:03, 16.24it/s]
  1%|          | 855/122720 [00:53<2:04:13, 16.35it/s]
  1%|          | 857/122720 [00:53<2:03:02, 16.51it/s]
  1%|          | 859/122720 [00:53<2:02:28, 16.58it/s]
  1%|          | 861/122720 [00:53<2:01:53, 16.66it/s]
  1%|          | 863/122720 [00:53<2:01:39, 16.69it/s]
  1%|          | 865/122720 [00:53<2:01:18, 16.74it/s]
  1%|          | 867/122720 [00:53<2:00:48, 16.81it/s]
  1%|          | 869/122720 [00:54<2:00:51, 16.80it/s]
  1%|          | 871/122720 [00:54<2:01:13, 16.75it/s]
  1%|          | 873/122720 [00:54<2:01:04, 16.77it/s]
  1%|          | 875/122720 [00:54<2:01:01, 16.78it/s]
                                                      

  1%|          | 875/122720 [00:54<2:01:01, 16.78it/s]
  1%|          | 877/122720 [00:54<2:01:01, 16.78it/s]
  1%|          | 879/122720 [00:54<2:00:29, 16.85it/s]
  1%|          | 881/122720 [00:54<2:00:26, 16.86it/s]
  1%|          | 883/122720 [00:54<2:01:35, 16.70it/s]
  1%|          | 885/122720 [00:55<2:00:54, 16.79it/s]
  1%|          | 887/122720 [00:55<2:00:33, 16.84it/s]
  1%|          | 889/122720 [00:55<2:00:19, 16.88it/s]
  1%|          | 891/122720 [00:55<2:00:29, 16.85it/s]
  1%|          | 893/122720 [00:55<2:00:12, 16.89it/s]
  1%|          | 895/122720 [00:55<2:00:15, 16.88it/s]
  1%|          | 897/122720 [00:55<1:59:20, 17.01it/s]
  1%|          | 899/122720 [00:55<1:59:22, 17.01it/s]
                                                      

  1%|          | 900/122720 [00:55<1:59:22, 17.01it/s]
  1%|          | 901/122720 [00:55<1:58:54, 17.08it/s]
  1%|          | 903/122720 [00:56<1:59:34, 16.98it/s]
  1%|          | 905/122720 [00:56<1:59:26, 17.00it/s]
  1%|          | 907/122720 [00:56<1:59:26, 17.00it/s]
  1%|          | 909/122720 [00:56<1:59:30, 16.99it/s]
  1%|          | 911/122720 [00:56<1:59:35, 16.97it/s]
  1%|          | 913/122720 [00:56<1:59:21, 17.01it/s]
  1%|          | 915/122720 [00:56<1:58:59, 17.06it/s]
  1%|          | 917/122720 [00:56<1:58:58, 17.06it/s]
  1%|          | 919/122720 [00:57<1:58:35, 17.12it/s]
  1%|          | 921/122720 [00:57<1:57:58, 17.21it/s]
  1%|          | 923/122720 [00:57<1:58:16, 17.16it/s]
  1%|          | 925/122720 [00:57<1:57:47, 17.23it/s]
                                                      

  1%|          | 925/122720 [00:57<1:57:47, 17.23it/s]
  1%|          | 927/122720 [00:57<1:58:07, 17.18it/s]
  1%|          | 929/122720 [00:57<1:58:38, 17.11it/s]
  1%|          | 931/122720 [00:57<1:58:58, 17.06it/s]
  1%|          | 933/122720 [00:57<1:58:26, 17.14it/s]
  1%|          | 935/122720 [00:57<1:58:53, 17.07it/s]
  1%|          | 937/122720 [00:58<1:58:50, 17.08it/s]
  1%|          | 939/122720 [00:58<1:58:09, 17.18it/s]
  1%|          | 941/122720 [00:58<1:58:09, 17.18it/s]
  1%|          | 943/122720 [00:58<1:57:53, 17.22it/s]
  1%|          | 945/122720 [00:58<1:57:36, 17.26it/s]
  1%|          | 947/122720 [00:58<1:57:38, 17.25it/s]
  1%|          | 949/122720 [00:58<1:57:04, 17.34it/s]
                                                      

  1%|          | 950/122720 [00:58<1:57:04, 17.34it/s]
  1%|          | 951/122720 [00:58<1:56:57, 17.35it/s]
  1%|          | 953/122720 [00:58<1:58:17, 17.16it/s]
  1%|          | 955/122720 [00:59<1:57:50, 17.22it/s]
  1%|          | 957/122720 [00:59<1:57:52, 17.22it/s]
  1%|          | 959/122720 [00:59<1:57:40, 17.25it/s]
  1%|          | 961/122720 [00:59<1:57:39, 17.25it/s]
  1%|          | 963/122720 [00:59<1:58:05, 17.18it/s]
  1%|          | 965/122720 [00:59<1:57:51, 17.22it/s]
  1%|          | 967/122720 [00:59<1:57:35, 17.26it/s]
  1%|          | 969/122720 [00:59<1:57:25, 17.28it/s]
  1%|          | 971/122720 [01:00<1:58:09, 17.17it/s]
  1%|          | 973/122720 [01:00<1:58:42, 17.09it/s]
  1%|          | 975/122720 [01:00<1:58:54, 17.06it/s]
                                                      

  1%|          | 975/122720 [01:00<1:58:54, 17.06it/s]
  1%|          | 977/122720 [01:00<1:59:16, 17.01it/s]
  1%|          | 979/122720 [01:00<1:59:10, 17.03it/s]
  1%|          | 981/122720 [01:00<1:59:26, 16.99it/s]
  1%|          | 983/122720 [01:00<1:59:03, 17.04it/s]
  1%|          | 985/122720 [01:00<1:58:23, 17.14it/s]
  1%|          | 987/122720 [01:00<1:57:49, 17.22it/s]
  1%|          | 989/122720 [01:01<1:58:48, 17.08it/s]
  1%|          | 991/122720 [01:01<1:58:01, 17.19it/s]
  1%|          | 993/122720 [01:01<1:57:58, 17.20it/s]
  1%|          | 995/122720 [01:01<1:58:05, 17.18it/s]
  1%|          | 997/122720 [01:01<1:57:46, 17.23it/s]
  1%|          | 999/122720 [01:01<1:58:56, 17.06it/s]
                                                      

  1%|          | 1000/122720 [01:01<1:58:56, 17.06it/s]
  1%|          | 1001/122720 [01:01<1:59:50, 16.93it/s]
  1%|          | 1003/122720 [01:01<1:59:55, 16.92it/s]
  1%|          | 1005/122720 [01:02<2:00:45, 16.80it/s]
  1%|          | 1007/122720 [01:02<2:00:32, 16.83it/s]
  1%|          | 1009/122720 [01:02<2:00:16, 16.87it/s]
  1%|          | 1011/122720 [01:02<2:02:12, 16.60it/s]
  1%|          | 1013/122720 [01:02<2:01:42, 16.67it/s]
  1%|          | 1015/122720 [01:02<2:01:48, 16.65it/s]
  1%|          | 1017/122720 [01:02<2:01:42, 16.66it/s]
  1%|          | 1019/122720 [01:02<2:01:44, 16.66it/s]
  1%|          | 1021/122720 [01:02<2:03:07, 16.47it/s]
  1%|          | 1023/122720 [01:03<2:02:56, 16.50it/s]
  1%|          | 1025/122720 [01:03<2:01:33, 16.68it/s]
                                                       

  1%|          | 1025/122720 [01:03<2:01:33, 16.68it/s]
  1%|          | 1027/122720 [01:03<2:01:17, 16.72it/s]
  1%|          | 1029/122720 [01:03<2:00:38, 16.81it/s]
  1%|          | 1031/122720 [01:03<2:00:21, 16.85it/s]
  1%|          | 1033/122720 [01:03<2:00:25, 16.84it/s]
  1%|          | 1035/122720 [01:03<2:00:33, 16.82it/s]
  1%|          | 1037/122720 [01:03<2:00:34, 16.82it/s]
  1%|          | 1039/122720 [01:04<2:02:08, 16.60it/s]
  1%|          | 1041/122720 [01:04<2:03:25, 16.43it/s]
  1%|          | 1043/122720 [01:04<2:03:45, 16.39it/s]
  1%|          | 1045/122720 [01:04<2:04:24, 16.30it/s]
  1%|          | 1047/122720 [01:04<2:04:50, 16.24it/s]
  1%|          | 1049/122720 [01:04<2:03:04, 16.48it/s]
                                                       

  1%|          | 1050/122720 [01:04<2:03:04, 16.48it/s]
  1%|          | 1051/122720 [01:04<2:02:12, 16.59it/s]
  1%|          | 1053/122720 [01:04<2:01:20, 16.71it/s]
  1%|          | 1055/122720 [01:05<2:01:20, 16.71it/s]
  1%|          | 1057/122720 [01:05<2:01:06, 16.74it/s]
  1%|          | 1059/122720 [01:05<1:59:51, 16.92it/s]
  1%|          | 1061/122720 [01:05<1:59:09, 17.02it/s]
  1%|          | 1063/122720 [01:05<1:58:52, 17.06it/s]
  1%|          | 1065/122720 [01:05<1:57:54, 17.20it/s]
  1%|          | 1067/122720 [01:05<1:57:44, 17.22it/s]
  1%|          | 1069/122720 [01:05<1:57:52, 17.20it/s]
  1%|          | 1071/122720 [01:05<1:57:14, 17.29it/s]
  1%|          | 1073/122720 [01:06<1:58:28, 17.11it/s]
  1%|          | 1075/122720 [01:06<1:58:05, 17.17it/s]
                                                       

  1%|          | 1075/122720 [01:06<1:58:05, 17.17it/s]
  1%|          | 1077/122720 [01:06<1:57:34, 17.24it/s]
  1%|          | 1079/122720 [01:06<1:57:26, 17.26it/s]
  1%|          | 1081/122720 [01:06<1:57:50, 17.20it/s]
  1%|          | 1083/122720 [01:06<1:57:21, 17.27it/s]
  1%|          | 1085/122720 [01:06<1:57:33, 17.24it/s]
  1%|          | 1087/122720 [01:06<1:57:26, 17.26it/s]
  1%|          | 1089/122720 [01:07<1:57:24, 17.27it/s]
  1%|          | 1091/122720 [01:07<1:57:18, 17.28it/s]
  1%|          | 1093/122720 [01:07<1:57:34, 17.24it/s]
  1%|          | 1095/122720 [01:07<1:56:56, 17.33it/s]
  1%|          | 1097/122720 [01:07<1:57:17, 17.28it/s]
  1%|          | 1099/122720 [01:07<1:57:28, 17.26it/s]
                                                       

  1%|          | 1100/122720 [01:07<1:57:28, 17.26it/s]
  1%|          | 1101/122720 [01:07<1:58:07, 17.16it/s]
  1%|          | 1103/122720 [01:07<1:57:48, 17.21it/s]
  1%|          | 1105/122720 [01:07<1:58:19, 17.13it/s]
  1%|          | 1107/122720 [01:08<1:59:32, 16.96it/s]
  1%|          | 1109/122720 [01:08<1:59:51, 16.91it/s]
  1%|          | 1111/122720 [01:08<2:00:14, 16.86it/s]
  1%|          | 1113/122720 [01:08<2:00:04, 16.88it/s]
  1%|          | 1115/122720 [01:08<1:59:41, 16.93it/s]
  1%|          | 1117/122720 [01:08<1:59:48, 16.92it/s]
  1%|          | 1119/122720 [01:08<1:58:36, 17.09it/s]
  1%|          | 1121/122720 [01:08<1:58:12, 17.14it/s]
  1%|          | 1123/122720 [01:08<1:58:04, 17.16it/s]
  1%|          | 1125/122720 [01:09<1:57:39, 17.22it/s]
                                                       

  1%|          | 1125/122720 [01:09<1:57:39, 17.22it/s]
  1%|          | 1127/122720 [01:09<1:57:55, 17.19it/s]
  1%|          | 1129/122720 [01:09<1:57:45, 17.21it/s]
  1%|          | 1131/122720 [01:09<1:57:21, 17.27it/s]
  1%|          | 1133/122720 [01:09<1:56:53, 17.34it/s]
  1%|          | 1135/122720 [01:09<1:56:28, 17.40it/s]
  1%|          | 1137/122720 [01:09<1:56:45, 17.36it/s]
  1%|          | 1139/122720 [01:09<1:56:35, 17.38it/s]
  1%|          | 1141/122720 [01:10<1:56:28, 17.40it/s]
  1%|          | 1143/122720 [01:10<1:57:42, 17.21it/s]
  1%|          | 1145/122720 [01:10<1:57:49, 17.20it/s]
  1%|          | 1147/122720 [01:10<1:58:19, 17.12it/s]
  1%|          | 1149/122720 [01:10<1:58:52, 17.04it/s]
                                                       

  1%|          | 1150/122720 [01:10<1:58:52, 17.04it/s]
  1%|          | 1151/122720 [01:10<1:59:21, 16.98it/s]
  1%|          | 1153/122720 [01:10<1:59:18, 16.98it/s]
  1%|          | 1155/122720 [01:10<2:01:34, 16.67it/s]
  1%|          | 1157/122720 [01:10<2:01:14, 16.71it/s]
  1%|          | 1159/122720 [01:11<2:02:48, 16.50it/s]
  1%|          | 1161/122720 [01:11<2:01:55, 16.62it/s]
  1%|          | 1163/122720 [01:11<2:01:36, 16.66it/s]
  1%|          | 1165/122720 [01:11<2:00:54, 16.76it/s]
  1%|          | 1167/122720 [01:11<2:00:16, 16.84it/s]
  1%|          | 1169/122720 [01:11<2:00:28, 16.82it/s]
  1%|          | 1171/122720 [01:11<2:01:10, 16.72it/s]
  1%|          | 1173/122720 [01:11<2:02:12, 16.58it/s]
  1%|          | 1175/122720 [01:12<2:03:15, 16.44it/s]
                                                       

  1%|          | 1175/122720 [01:12<2:03:15, 16.44it/s]
  1%|          | 1177/122720 [01:12<2:03:44, 16.37it/s]
  1%|          | 1179/122720 [01:12<2:04:10, 16.31it/s]
  1%|          | 1181/122720 [01:12<2:04:54, 16.22it/s]
  1%|          | 1183/122720 [01:12<2:04:46, 16.23it/s]
  1%|          | 1185/122720 [01:12<2:05:59, 16.08it/s]
  1%|          | 1187/122720 [01:12<2:06:02, 16.07it/s]
  1%|          | 1189/122720 [01:12<2:06:48, 15.97it/s]
  1%|          | 1191/122720 [01:13<2:07:06, 15.93it/s]
  1%|          | 1193/122720 [01:13<2:06:17, 16.04it/s]
  1%|          | 1195/122720 [01:13<2:05:53, 16.09it/s]
  1%|          | 1197/122720 [01:13<2:05:17, 16.16it/s]
  1%|          | 1199/122720 [01:13<2:03:45, 16.36it/s]
                                                       

  1%|          | 1200/122720 [01:13<2:03:45, 16.36it/s]
  1%|          | 1201/122720 [01:13<2:02:18, 16.56it/s]
  1%|          | 1203/122720 [01:13<2:00:48, 16.76it/s]
  1%|          | 1205/122720 [01:13<1:59:51, 16.90it/s]
  1%|          | 1207/122720 [01:14<1:59:39, 16.92it/s]
  1%|          | 1209/122720 [01:14<1:59:06, 17.00it/s]
  1%|          | 1211/122720 [01:14<1:58:21, 17.11it/s]
  1%|          | 1213/122720 [01:14<1:58:09, 17.14it/s]
  1%|          | 1215/122720 [01:14<1:57:41, 17.21it/s]
  1%|          | 1217/122720 [01:14<1:58:12, 17.13it/s]
  1%|          | 1219/122720 [01:14<1:57:43, 17.20it/s]
  1%|          | 1221/122720 [01:14<1:57:38, 17.21it/s]
  1%|          | 1223/122720 [01:14<1:57:34, 17.22it/s]
  1%|          | 1225/122720 [01:15<1:57:52, 17.18it/s]
                                                       

  1%|          | 1225/122720 [01:15<1:57:52, 17.18it/s]
  1%|          | 1227/122720 [01:15<1:57:48, 17.19it/s]
  1%|          | 1229/122720 [01:15<1:58:10, 17.13it/s]
  1%|          | 1231/122720 [01:15<1:58:06, 17.14it/s]
  1%|          | 1233/122720 [01:15<1:57:39, 17.21it/s]
  1%|          | 1235/122720 [01:15<1:57:28, 17.24it/s]
  1%|          | 1237/122720 [01:15<1:56:57, 17.31it/s]
  1%|          | 1239/122720 [01:15<1:56:56, 17.31it/s]
  1%|          | 1241/122720 [01:15<1:58:05, 17.14it/s]
  1%|          | 1243/122720 [01:16<2:00:43, 16.77it/s]
  1%|          | 1245/122720 [01:16<1:59:27, 16.95it/s]
  1%|          | 1247/122720 [01:16<1:59:13, 16.98it/s]
  1%|          | 1249/122720 [01:16<1:59:47, 16.90it/s]
                                                       

  1%|          | 1250/122720 [01:16<1:59:47, 16.90it/s]
  1%|          | 1251/122720 [01:16<2:00:05, 16.86it/s]
  1%|          | 1253/122720 [01:16<1:59:54, 16.88it/s]
  1%|          | 1255/122720 [01:16<1:59:29, 16.94it/s]
  1%|          | 1257/122720 [01:16<1:59:11, 16.98it/s]
  1%|          | 1259/122720 [01:17<1:58:42, 17.05it/s]
  1%|          | 1261/122720 [01:17<1:58:11, 17.13it/s]
  1%|          | 1263/122720 [01:17<1:57:56, 17.16it/s]
  1%|          | 1265/122720 [01:17<1:57:40, 17.20it/s]
  1%|          | 1267/122720 [01:17<1:58:18, 17.11it/s]
  1%|          | 1269/122720 [01:17<1:58:29, 17.08it/s]
  1%|          | 1271/122720 [01:17<1:58:13, 17.12it/s]
  1%|          | 1273/122720 [01:17<1:58:56, 17.02it/s]
  1%|          | 1275/122720 [01:18<1:59:32, 16.93it/s]
                                                       

  1%|          | 1275/122720 [01:18<1:59:32, 16.93it/s]
  1%|          | 1277/122720 [01:18<1:59:18, 16.97it/s]
  1%|          | 1279/122720 [01:18<1:58:47, 17.04it/s]
  1%|          | 1281/122720 [01:18<1:58:16, 17.11it/s]
  1%|          | 1283/122720 [01:18<1:58:10, 17.13it/s]
  1%|          | 1285/122720 [01:18<1:58:30, 17.08it/s]
  1%|          | 1287/122720 [01:18<1:57:35, 17.21it/s]
  1%|          | 1289/122720 [01:18<1:57:32, 17.22it/s]
  1%|          | 1291/122720 [01:18<1:57:28, 17.23it/s]
  1%|          | 1293/122720 [01:19<1:57:04, 17.29it/s]
  1%|          | 1295/122720 [01:19<1:57:14, 17.26it/s]
  1%|          | 1297/122720 [01:19<1:56:41, 17.34it/s]
  1%|          | 1299/122720 [01:19<1:57:56, 17.16it/s]
                                                       

  1%|          | 1300/122720 [01:19<1:57:55, 17.16it/s]
  1%|          | 1301/122720 [01:19<1:58:34, 17.07it/s]
  1%|          | 1303/122720 [01:19<1:59:11, 16.98it/s]
  1%|          | 1305/122720 [01:19<1:59:43, 16.90it/s]
  1%|          | 1307/122720 [01:19<1:59:37, 16.92it/s]
  1%|          | 1309/122720 [01:19<2:01:30, 16.65it/s]
  1%|          | 1311/122720 [01:20<2:01:42, 16.63it/s]
  1%|          | 1313/122720 [01:20<2:01:40, 16.63it/s]
  1%|          | 1315/122720 [01:20<2:02:17, 16.54it/s]
  1%|          | 1317/122720 [01:20<2:03:00, 16.45it/s]
  1%|          | 1319/122720 [01:20<2:03:48, 16.34it/s]
  1%|          | 1321/122720 [01:20<2:04:45, 16.22it/s]
  1%|          | 1323/122720 [01:20<2:04:48, 16.21it/s]
  1%|          | 1325/122720 [01:20<2:05:03, 16.18it/s]
                                                       

  1%|          | 1325/122720 [01:20<2:05:03, 16.18it/s]
  1%|          | 1327/122720 [01:21<2:06:19, 16.02it/s]
  1%|          | 1329/122720 [01:21<2:05:45, 16.09it/s]
  1%|          | 1331/122720 [01:21<2:05:18, 16.15it/s]
  1%|          | 1333/122720 [01:21<2:05:02, 16.18it/s]
  1%|          | 1335/122720 [01:21<2:05:20, 16.14it/s]
  1%|          | 1337/122720 [01:21<2:05:21, 16.14it/s]
  1%|          | 1339/122720 [01:21<2:05:58, 16.06it/s]
  1%|          | 1341/122720 [01:21<2:04:44, 16.22it/s]
  1%|          | 1343/122720 [01:22<2:03:35, 16.37it/s]
  1%|          | 1345/122720 [01:22<2:02:50, 16.47it/s]
  1%|          | 1347/122720 [01:22<2:01:45, 16.61it/s]
  1%|          | 1349/122720 [01:22<2:00:58, 16.72it/s]
                                                       

  1%|          | 1350/122720 [01:22<2:00:58, 16.72it/s]
  1%|          | 1351/122720 [01:22<2:01:01, 16.71it/s]
  1%|          | 1353/122720 [01:22<2:01:06, 16.70it/s]
  1%|          | 1355/122720 [01:22<2:00:51, 16.74it/s]
  1%|          | 1357/122720 [01:22<2:00:13, 16.83it/s]
  1%|          | 1359/122720 [01:23<1:59:58, 16.86it/s]
  1%|          | 1361/122720 [01:23<1:59:10, 16.97it/s]
  1%|          | 1363/122720 [01:23<1:58:34, 17.06it/s]
  1%|          | 1365/122720 [01:23<1:57:45, 17.18it/s]
  1%|          | 1367/122720 [01:23<1:57:07, 17.27it/s]
  1%|          | 1369/122720 [01:23<1:57:16, 17.25it/s]
  1%|          | 1371/122720 [01:23<1:57:03, 17.28it/s]
  1%|          | 1373/122720 [01:23<1:57:23, 17.23it/s]
  1%|          | 1375/122720 [01:23<1:57:02, 17.28it/s]
                                                       

  1%|          | 1375/122720 [01:23<1:57:02, 17.28it/s]
  1%|          | 1377/122720 [01:24<1:57:25, 17.22it/s]
  1%|          | 1379/122720 [01:24<1:57:04, 17.27it/s]
  1%|          | 1381/122720 [01:24<1:56:34, 17.35it/s]
  1%|          | 1383/122720 [01:24<1:56:54, 17.30it/s]
  1%|          | 1385/122720 [01:24<1:57:12, 17.25it/s]
  1%|          | 1387/122720 [01:24<1:57:00, 17.28it/s]
  1%|          | 1389/122720 [01:24<1:57:39, 17.19it/s]
  1%|          | 1391/122720 [01:24<1:58:20, 17.09it/s]
  1%|          | 1393/122720 [01:25<1:58:22, 17.08it/s]
  1%|          | 1395/122720 [01:25<1:58:10, 17.11it/s]
  1%|          | 1397/122720 [01:25<1:58:15, 17.10it/s]
  1%|          | 1399/122720 [01:25<1:58:16, 17.10it/s]
                                                       

  1%|          | 1400/122720 [01:25<1:58:16, 17.10it/s]
  1%|          | 1401/122720 [01:25<1:59:38, 16.90it/s]
  1%|          | 1403/122720 [01:25<1:58:59, 16.99it/s]
  1%|          | 1405/122720 [01:25<1:58:22, 17.08it/s]
  1%|          | 1407/122720 [01:25<1:57:58, 17.14it/s]
  1%|          | 1409/122720 [01:25<1:58:10, 17.11it/s]
  1%|          | 1411/122720 [01:26<1:59:28, 16.92it/s]
  1%|          | 1413/122720 [01:26<1:59:02, 16.98it/s]
  1%|          | 1415/122720 [01:26<1:58:30, 17.06it/s]
  1%|          | 1417/122720 [01:26<1:58:20, 17.08it/s]
  1%|          | 1419/122720 [01:26<1:57:34, 17.20it/s]
  1%|          | 1421/122720 [01:26<1:57:22, 17.22it/s]
  1%|          | 1423/122720 [01:26<1:57:31, 17.20it/s]
  1%|          | 1425/122720 [01:26<1:57:25, 17.22it/s]
                                                       

  1%|          | 1425/122720 [01:26<1:57:25, 17.22it/s]
  1%|          | 1427/122720 [01:27<1:57:47, 17.16it/s]
  1%|          | 1429/122720 [01:27<1:57:36, 17.19it/s]
  1%|          | 1431/122720 [01:27<1:57:24, 17.22it/s]
  1%|          | 1433/122720 [01:27<1:58:26, 17.07it/s]
  1%|          | 1435/122720 [01:27<1:58:16, 17.09it/s]
  1%|          | 1437/122720 [01:27<1:58:06, 17.11it/s]
  1%|          | 1439/122720 [01:27<1:57:58, 17.13it/s]
  1%|          | 1441/122720 [01:27<1:58:16, 17.09it/s]
  1%|          | 1443/122720 [01:27<2:00:52, 16.72it/s]
  1%|          | 1445/122720 [01:28<2:00:08, 16.82it/s]
  1%|          | 1447/122720 [01:28<1:59:12, 16.96it/s]
  1%|          | 1449/122720 [01:28<1:58:08, 17.11it/s]
                                                       

  1%|          | 1450/122720 [01:28<1:58:08, 17.11it/s]
  1%|          | 1451/122720 [01:28<1:57:42, 17.17it/s]
  1%|          | 1453/122720 [01:28<1:59:45, 16.88it/s]
  1%|          | 1455/122720 [01:28<2:01:16, 16.66it/s]
  1%|          | 1457/122720 [01:28<2:02:11, 16.54it/s]
  1%|          | 1459/122720 [01:28<2:02:47, 16.46it/s]
  1%|          | 1461/122720 [01:29<2:04:07, 16.28it/s]
  1%|          | 1463/122720 [01:29<2:04:09, 16.28it/s]
  1%|          | 1465/122720 [01:29<2:04:15, 16.26it/s]
  1%|          | 1467/122720 [01:29<2:04:40, 16.21it/s]
  1%|          | 1469/122720 [01:29<2:04:26, 16.24it/s]
  1%|          | 1471/122720 [01:29<2:04:27, 16.24it/s]
  1%|          | 1473/122720 [01:29<2:04:53, 16.18it/s]
  1%|          | 1475/122720 [01:29<2:04:26, 16.24it/s]
                                                       

  1%|          | 1475/122720 [01:29<2:04:26, 16.24it/s]
  1%|          | 1477/122720 [01:30<2:04:58, 16.17it/s]
  1%|          | 1479/122720 [01:30<2:03:39, 16.34it/s]
  1%|          | 1481/122720 [01:30<2:02:28, 16.50it/s]
  1%|          | 1483/122720 [01:30<2:02:17, 16.52it/s]
  1%|          | 1485/122720 [01:30<2:01:37, 16.61it/s]
  1%|          | 1487/122720 [01:30<2:00:47, 16.73it/s]
  1%|          | 1489/122720 [01:30<2:00:16, 16.80it/s]
  1%|          | 1491/122720 [01:30<1:59:48, 16.87it/s]
  1%|          | 1493/122720 [01:30<1:59:11, 16.95it/s]
  1%|          | 1495/122720 [01:31<2:00:58, 16.70it/s]
  1%|          | 1497/122720 [01:31<2:00:34, 16.76it/s]
  1%|          | 1499/122720 [01:31<1:59:46, 16.87it/s]
                                                       

  1%|          | 1500/122720 [01:31<1:59:46, 16.87it/s]
  1%|          | 1501/122720 [01:31<2:00:07, 16.82it/s]
  1%|          | 1503/122720 [01:31<1:59:46, 16.87it/s]
  1%|          | 1505/122720 [01:31<1:59:56, 16.84it/s]
  1%|          | 1507/122720 [01:31<2:00:08, 16.82it/s]
  1%|          | 1509/122720 [01:31<2:00:08, 16.81it/s]
  1%|          | 1511/122720 [01:32<1:59:32, 16.90it/s]
  1%|          | 1513/122720 [01:32<1:58:41, 17.02it/s]
  1%|          | 1515/122720 [01:32<1:58:07, 17.10it/s]
  1%|          | 1517/122720 [01:32<1:57:41, 17.16it/s]
  1%|          | 1519/122720 [01:32<1:57:07, 17.25it/s]
  1%|          | 1521/122720 [01:32<1:57:44, 17.16it/s]
  1%|          | 1523/122720 [01:32<1:57:24, 17.21it/s]
  1%|          | 1525/122720 [01:32<1:58:05, 17.10it/s]
                                                       

  1%|          | 1525/122720 [01:32<1:58:05, 17.10it/s]
  1%|          | 1527/122720 [01:32<2:00:38, 16.74it/s]
  1%|          | 1529/122720 [01:33<1:59:39, 16.88it/s]
  1%|          | 1531/122720 [01:33<1:59:22, 16.92it/s]
  1%|          | 1533/122720 [01:33<1:59:16, 16.93it/s]
  1%|▏         | 1535/122720 [01:33<1:58:32, 17.04it/s]
  1%|▏         | 1537/122720 [01:33<1:58:29, 17.04it/s]
  1%|▏         | 1539/122720 [01:33<1:58:30, 17.04it/s]
  1%|▏         | 1541/122720 [01:33<1:58:32, 17.04it/s]
  1%|▏         | 1543/122720 [01:33<1:57:49, 17.14it/s]
  1%|▏         | 1545/122720 [01:34<1:57:19, 17.21it/s]
  1%|▏         | 1547/122720 [01:34<1:57:10, 17.24it/s]
  1%|▏         | 1549/122720 [01:34<1:57:57, 17.12it/s]
                                                       

  1%|▏         | 1550/122720 [01:34<1:57:57, 17.12it/s]
  1%|▏         | 1551/122720 [01:34<1:57:49, 17.14it/s]
  1%|▏         | 1553/122720 [01:34<1:57:34, 17.18it/s]
  1%|▏         | 1555/122720 [01:34<1:56:41, 17.31it/s]
  1%|▏         | 1557/122720 [01:34<1:56:33, 17.32it/s]
  1%|▏         | 1559/122720 [01:34<1:56:31, 17.33it/s]
  1%|▏         | 1561/122720 [01:34<1:56:53, 17.28it/s]
  1%|▏         | 1563/122720 [01:35<1:57:02, 17.25it/s]
  1%|▏         | 1565/122720 [01:35<1:56:49, 17.28it/s]
  1%|▏         | 1567/122720 [01:35<1:57:00, 17.26it/s]
  1%|▏         | 1569/122720 [01:35<1:56:50, 17.28it/s]
  1%|▏         | 1571/122720 [01:35<1:57:02, 17.25it/s]
  1%|▏         | 1573/122720 [01:35<1:57:10, 17.23it/s]
  1%|▏         | 1575/122720 [01:35<1:56:54, 17.27it/s]
                                                       

  1%|▏         | 1575/122720 [01:35<1:56:54, 17.27it/s]
  1%|▏         | 1577/122720 [01:35<1:57:23, 17.20it/s]
  1%|▏         | 1579/122720 [01:35<1:57:53, 17.13it/s]
  1%|▏         | 1581/122720 [01:36<1:58:03, 17.10it/s]
  1%|▏         | 1583/122720 [01:36<1:57:53, 17.13it/s]
  1%|▏         | 1585/122720 [01:36<1:57:46, 17.14it/s]
  1%|▏         | 1587/122720 [01:36<1:57:49, 17.14it/s]
  1%|▏         | 1589/122720 [01:36<1:57:30, 17.18it/s]
  1%|▏         | 1591/122720 [01:36<1:57:26, 17.19it/s]
  1%|▏         | 1593/122720 [01:36<1:57:19, 17.21it/s]
  1%|▏         | 1595/122720 [01:36<1:57:02, 17.25it/s]
  1%|▏         | 1597/122720 [01:37<1:57:41, 17.15it/s]
  1%|▏         | 1599/122720 [01:37<1:58:10, 17.08it/s]
                                                       

  1%|▏         | 1600/122720 [01:37<1:58:10, 17.08it/s]
  1%|▏         | 1601/122720 [01:37<2:00:01, 16.82it/s]
  1%|▏         | 1603/122720 [01:37<2:01:44, 16.58it/s]
  1%|▏         | 1605/122720 [01:37<2:02:17, 16.51it/s]
  1%|▏         | 1607/122720 [01:37<2:03:37, 16.33it/s]
  1%|▏         | 1609/122720 [01:37<2:03:46, 16.31it/s]
  1%|▏         | 1611/122720 [01:37<2:04:41, 16.19it/s]
  1%|▏         | 1613/122720 [01:38<2:06:35, 15.94it/s]
  1%|▏         | 1615/122720 [01:38<2:05:47, 16.05it/s]
  1%|▏         | 1617/122720 [01:38<2:05:29, 16.08it/s]
  1%|▏         | 1619/122720 [01:38<2:03:47, 16.31it/s]
  1%|▏         | 1621/122720 [01:38<2:04:05, 16.26it/s]
  1%|▏         | 1623/122720 [01:38<2:03:06, 16.40it/s]
  1%|▏         | 1625/122720 [01:38<2:01:59, 16.54it/s]
                                                       

  1%|▏         | 1625/122720 [01:38<2:01:59, 16.54it/s]
  1%|▏         | 1627/122720 [01:38<2:01:38, 16.59it/s]
  1%|▏         | 1629/122720 [01:39<2:01:04, 16.67it/s]
  1%|▏         | 1631/122720 [01:39<2:00:25, 16.76it/s]
  1%|▏         | 1633/122720 [01:39<1:59:54, 16.83it/s]
  1%|▏         | 1635/122720 [01:39<1:59:47, 16.85it/s]
  1%|▏         | 1637/122720 [01:39<2:00:08, 16.80it/s]
  1%|▏         | 1639/122720 [01:39<2:00:10, 16.79it/s]
  1%|▏         | 1641/122720 [01:39<1:59:59, 16.82it/s]
  1%|▏         | 1643/122720 [01:39<2:00:03, 16.81it/s]
  1%|▏         | 1645/122720 [01:39<2:00:06, 16.80it/s]
  1%|▏         | 1647/122720 [01:40<1:59:46, 16.85it/s]
  1%|▏         | 1649/122720 [01:40<1:59:42, 16.86it/s]
                                                       

  1%|▏         | 1650/122720 [01:40<1:59:42, 16.86it/s]
  1%|▏         | 1651/122720 [01:40<2:00:25, 16.76it/s]
  1%|▏         | 1653/122720 [01:40<2:00:01, 16.81it/s]
  1%|▏         | 1655/122720 [01:40<1:59:09, 16.93it/s]
  1%|▏         | 1657/122720 [01:40<1:58:31, 17.02it/s]
  1%|▏         | 1659/122720 [01:40<1:58:09, 17.08it/s]
  1%|▏         | 1661/122720 [01:40<1:57:53, 17.11it/s]
  1%|▏         | 1663/122720 [01:41<1:57:37, 17.15it/s]
  1%|▏         | 1665/122720 [01:41<1:58:38, 17.01it/s]
  1%|▏         | 1667/122720 [01:41<1:58:22, 17.04it/s]
  1%|▏         | 1669/122720 [01:41<1:58:52, 16.97it/s]
  1%|▏         | 1671/122720 [01:41<1:59:05, 16.94it/s]
  1%|▏         | 1673/122720 [01:41<1:59:01, 16.95it/s]
  1%|▏         | 1675/122720 [01:41<1:58:59, 16.95it/s]
                                                       

  1%|▏         | 1675/122720 [01:41<1:58:59, 16.95it/s]
  1%|▏         | 1677/122720 [01:41<1:59:36, 16.87it/s]
  1%|▏         | 1679/122720 [01:41<1:59:27, 16.89it/s]
  1%|▏         | 1681/122720 [01:42<1:58:55, 16.96it/s]
  1%|▏         | 1683/122720 [01:42<1:58:03, 17.09it/s]
  1%|▏         | 1685/122720 [01:42<1:57:56, 17.10it/s]
  1%|▏         | 1687/122720 [01:42<1:57:16, 17.20it/s]
  1%|▏         | 1689/122720 [01:42<1:57:12, 17.21it/s]
  1%|▏         | 1691/122720 [01:42<1:57:37, 17.15it/s]
  1%|▏         | 1693/122720 [01:42<1:57:50, 17.12it/s]
  1%|▏         | 1695/122720 [01:42<1:58:13, 17.06it/s]
  1%|▏         | 1697/122720 [01:43<1:58:14, 17.06it/s]
  1%|▏         | 1699/122720 [01:43<1:57:42, 17.13it/s]
                                                       

  1%|▏         | 1700/122720 [01:43<1:57:42, 17.13it/s]
  1%|▏         | 1701/122720 [01:43<1:57:34, 17.15it/s]
  1%|▏         | 1703/122720 [01:43<1:57:25, 17.18it/s]
  1%|▏         | 1705/122720 [01:43<1:57:03, 17.23it/s]
  1%|▏         | 1707/122720 [01:43<1:56:52, 17.26it/s]
  1%|▏         | 1709/122720 [01:43<1:56:48, 17.27it/s]
  1%|▏         | 1711/122720 [01:43<1:56:59, 17.24it/s]
  1%|▏         | 1713/122720 [01:43<1:56:48, 17.27it/s]
  1%|▏         | 1715/122720 [01:44<1:57:03, 17.23it/s]
  1%|▏         | 1717/122720 [01:44<1:57:02, 17.23it/s]
  1%|▏         | 1719/122720 [01:44<1:57:03, 17.23it/s]
  1%|▏         | 1721/122720 [01:44<1:56:58, 17.24it/s]
  1%|▏         | 1723/122720 [01:44<1:56:47, 17.27it/s]
  1%|▏         | 1725/122720 [01:44<1:57:18, 17.19it/s]
                                                       

  1%|▏         | 1725/122720 [01:44<1:57:18, 17.19it/s]
  1%|▏         | 1727/122720 [01:44<1:57:20, 17.18it/s]
  1%|▏         | 1729/122720 [01:44<1:57:22, 17.18it/s]
  1%|▏         | 1731/122720 [01:44<1:57:19, 17.19it/s]
  1%|▏         | 1733/122720 [01:45<1:56:49, 17.26it/s]
  1%|▏         | 1735/122720 [01:45<1:57:27, 17.17it/s]
  1%|▏         | 1737/122720 [01:45<1:57:30, 17.16it/s]
  1%|▏         | 1739/122720 [01:45<1:58:00, 17.09it/s]
  1%|▏         | 1741/122720 [01:45<1:57:50, 17.11it/s]
  1%|▏         | 1743/122720 [01:45<1:58:15, 17.05it/s]
  1%|▏         | 1745/122720 [01:45<1:59:08, 16.92it/s]
  1%|▏         | 1747/122720 [01:45<2:00:02, 16.80it/s]
  1%|▏         | 1749/122720 [01:46<2:02:06, 16.51it/s]
                                                       

  1%|▏         | 1750/122720 [01:46<2:02:06, 16.51it/s]
  1%|▏         | 1751/122720 [01:46<2:01:42, 16.57it/s]
  1%|▏         | 1753/122720 [01:46<2:01:30, 16.59it/s]
  1%|▏         | 1755/122720 [01:46<2:03:15, 16.36it/s]
  1%|▏         | 1757/122720 [01:46<2:02:23, 16.47it/s]
  1%|▏         | 1759/122720 [01:46<2:01:49, 16.55it/s]
  1%|▏         | 1761/122720 [01:46<2:01:17, 16.62it/s]
  1%|▏         | 1763/122720 [01:46<2:00:46, 16.69it/s]
  1%|▏         | 1765/122720 [01:47<2:00:14, 16.77it/s]
  1%|▏         | 1767/122720 [01:47<2:00:02, 16.79it/s]
  1%|▏         | 1769/122720 [01:47<1:59:53, 16.81it/s]
  1%|▏         | 1771/122720 [01:47<1:59:25, 16.88it/s]
  1%|▏         | 1773/122720 [01:47<1:59:15, 16.90it/s]
  1%|▏         | 1775/122720 [01:47<1:59:35, 16.85it/s]
                                                       

  1%|▏         | 1775/122720 [01:47<1:59:35, 16.85it/s]
  1%|▏         | 1777/122720 [01:47<2:00:04, 16.79it/s]
  1%|▏         | 1779/122720 [01:47<1:59:55, 16.81it/s]
  1%|▏         | 1781/122720 [01:47<2:00:26, 16.74it/s]
  1%|▏         | 1783/122720 [01:48<2:00:34, 16.72it/s]
  1%|▏         | 1785/122720 [01:48<2:00:25, 16.74it/s]
  1%|▏         | 1787/122720 [01:48<2:00:03, 16.79it/s]
  1%|▏         | 1789/122720 [01:48<1:59:24, 16.88it/s]
  1%|▏         | 1791/122720 [01:48<1:59:30, 16.86it/s]
  1%|▏         | 1793/122720 [01:48<1:58:02, 17.07it/s]
  1%|▏         | 1795/122720 [01:48<1:57:33, 17.14it/s]
  1%|▏         | 1797/122720 [01:48<1:57:29, 17.15it/s]
  1%|▏         | 1799/122720 [01:49<1:57:09, 17.20it/s]
                                                       

  1%|▏         | 1800/122720 [01:49<1:57:08, 17.20it/s]
  1%|▏         | 1801/122720 [01:49<1:57:29, 17.15it/s]
  1%|▏         | 1803/122720 [01:49<1:56:57, 17.23it/s]
  1%|▏         | 1805/122720 [01:49<1:57:32, 17.14it/s]
  1%|▏         | 1807/122720 [01:49<1:57:50, 17.10it/s]
  1%|▏         | 1809/122720 [01:49<1:58:13, 17.04it/s]
  1%|▏         | 1811/122720 [01:49<1:58:38, 16.99it/s]
  1%|▏         | 1813/122720 [01:49<1:58:33, 17.00it/s]
  1%|▏         | 1815/122720 [01:49<1:58:22, 17.02it/s]
  1%|▏         | 1817/122720 [01:50<1:57:53, 17.09it/s]
  1%|▏         | 1819/122720 [01:50<1:57:24, 17.16it/s]
  1%|▏         | 1821/122720 [01:50<1:57:26, 17.16it/s]
  1%|▏         | 1823/122720 [01:50<1:58:24, 17.02it/s]
  1%|▏         | 1825/122720 [01:50<1:57:41, 17.12it/s]
                                                       

  1%|▏         | 1825/122720 [01:50<1:57:41, 17.12it/s]
  1%|▏         | 1827/122720 [01:50<1:57:34, 17.14it/s]
  1%|▏         | 1829/122720 [01:50<1:57:03, 17.21it/s]
  1%|▏         | 1831/122720 [01:50<1:57:11, 17.19it/s]
  1%|▏         | 1833/122720 [01:51<1:56:54, 17.23it/s]
  1%|▏         | 1835/122720 [01:51<1:57:22, 17.16it/s]
  1%|▏         | 1837/122720 [01:51<1:56:33, 17.29it/s]
  1%|▏         | 1839/122720 [01:51<1:56:18, 17.32it/s]
  2%|▏         | 1841/122720 [01:51<1:56:35, 17.28it/s]
  2%|▏         | 1843/122720 [01:51<1:56:53, 17.23it/s]
  2%|▏         | 1845/122720 [01:51<1:56:53, 17.23it/s]
  2%|▏         | 1847/122720 [01:51<1:57:12, 17.19it/s]
  2%|▏         | 1849/122720 [01:51<1:56:44, 17.26it/s]
                                                       

  2%|▏         | 1850/122720 [01:51<1:56:44, 17.26it/s]
  2%|▏         | 1851/122720 [01:52<1:57:28, 17.15it/s]
  2%|▏         | 1853/122720 [01:52<1:58:14, 17.04it/s]
  2%|▏         | 1855/122720 [01:52<1:58:22, 17.02it/s]
  2%|▏         | 1857/122720 [01:52<1:57:45, 17.11it/s]
  2%|▏         | 1859/122720 [01:52<1:57:31, 17.14it/s]
  2%|▏         | 1861/122720 [01:52<1:57:38, 17.12it/s]
  2%|▏         | 1863/122720 [01:52<1:57:05, 17.20it/s]
  2%|▏         | 1865/122720 [01:52<1:57:22, 17.16it/s]
  2%|▏         | 1867/122720 [01:52<1:58:13, 17.04it/s]
  2%|▏         | 1869/122720 [01:53<1:58:04, 17.06it/s]
  2%|▏         | 1871/122720 [01:53<1:57:43, 17.11it/s]
  2%|▏         | 1873/122720 [01:53<1:58:06, 17.05it/s]
  2%|▏         | 1875/122720 [01:53<1:58:12, 17.04it/s]
                                                       

  2%|▏         | 1875/122720 [01:53<1:58:12, 17.04it/s]
  2%|▏         | 1877/122720 [01:53<1:57:32, 17.13it/s]
  2%|▏         | 1879/122720 [01:53<1:57:59, 17.07it/s]
  2%|▏         | 1881/122720 [01:53<1:58:41, 16.97it/s]
  2%|▏         | 1883/122720 [01:53<1:58:48, 16.95it/s]
  2%|▏         | 1885/122720 [01:54<1:59:04, 16.91it/s]
  2%|▏         | 1887/122720 [01:54<1:59:07, 16.91it/s]
  2%|▏         | 1889/122720 [01:54<1:59:20, 16.87it/s]
  2%|▏         | 1891/122720 [01:54<1:59:12, 16.89it/s]
  2%|▏         | 1893/122720 [01:54<1:59:00, 16.92it/s]
  2%|▏         | 1895/122720 [01:54<1:58:52, 16.94it/s]
  2%|▏         | 1897/122720 [01:54<1:58:53, 16.94it/s]
  2%|▏         | 1899/122720 [01:54<1:58:59, 16.92it/s]
                                                       

  2%|▏         | 1900/122720 [01:54<1:58:59, 16.92it/s]
  2%|▏         | 1901/122720 [01:54<1:59:33, 16.84it/s]
  2%|▏         | 1903/122720 [01:55<1:59:14, 16.89it/s]
  2%|▏         | 1905/122720 [01:55<1:59:24, 16.86it/s]
  2%|▏         | 1907/122720 [01:55<1:59:24, 16.86it/s]
  2%|▏         | 1909/122720 [01:55<1:59:30, 16.85it/s]
  2%|▏         | 1911/122720 [01:55<1:59:37, 16.83it/s]
  2%|▏         | 1913/122720 [01:55<1:58:59, 16.92it/s]
  2%|▏         | 1915/122720 [01:55<1:59:36, 16.83it/s]
  2%|▏         | 1917/122720 [01:55<1:59:16, 16.88it/s]
  2%|▏         | 1919/122720 [01:56<2:00:20, 16.73it/s]
  2%|▏         | 1921/122720 [01:56<2:00:18, 16.73it/s]
  2%|▏         | 1923/122720 [01:56<2:00:14, 16.74it/s]
  2%|▏         | 1925/122720 [01:56<1:59:00, 16.92it/s]
                                                       

  2%|▏         | 1925/122720 [01:56<1:59:00, 16.92it/s]
  2%|▏         | 1927/122720 [01:56<1:59:18, 16.87it/s]
  2%|▏         | 1929/122720 [01:56<1:59:12, 16.89it/s]
  2%|▏         | 1931/122720 [01:56<1:59:34, 16.84it/s]
  2%|▏         | 1933/122720 [01:56<1:59:40, 16.82it/s]
  2%|▏         | 1935/122720 [01:57<1:59:41, 16.82it/s]
  2%|▏         | 1937/122720 [01:57<1:59:31, 16.84it/s]
  2%|▏         | 1939/122720 [01:57<1:58:33, 16.98it/s]
  2%|▏         | 1941/122720 [01:57<1:58:13, 17.03it/s]
  2%|▏         | 1943/122720 [01:57<1:57:35, 17.12it/s]
  2%|▏         | 1945/122720 [01:57<1:59:09, 16.89it/s]
  2%|▏         | 1947/122720 [01:57<1:59:01, 16.91it/s]
  2%|▏         | 1949/122720 [01:57<1:59:20, 16.87it/s]
                                                       

  2%|▏         | 1950/122720 [01:57<1:59:20, 16.87it/s]
  2%|▏         | 1951/122720 [01:57<1:59:47, 16.80it/s]
  2%|▏         | 1953/122720 [01:58<1:59:27, 16.85it/s]
  2%|▏         | 1955/122720 [01:58<1:59:26, 16.85it/s]
  2%|▏         | 1957/122720 [01:58<1:59:02, 16.91it/s]
  2%|▏         | 1959/122720 [01:58<1:58:48, 16.94it/s]
  2%|▏         | 1961/122720 [01:58<1:58:19, 17.01it/s]
  2%|▏         | 1963/122720 [01:58<1:57:19, 17.15it/s]
  2%|▏         | 1965/122720 [01:58<1:56:43, 17.24it/s]
  2%|▏         | 1967/122720 [01:58<1:56:26, 17.28it/s]
  2%|▏         | 1969/122720 [01:59<1:56:48, 17.23it/s]
  2%|▏         | 1971/122720 [01:59<1:57:29, 17.13it/s]
  2%|▏         | 1973/122720 [01:59<1:57:22, 17.15it/s]
  2%|▏         | 1975/122720 [01:59<1:57:13, 17.17it/s]
                                                       

  2%|▏         | 1975/122720 [01:59<1:57:13, 17.17it/s]
  2%|▏         | 1977/122720 [01:59<1:56:53, 17.22it/s]
  2%|▏         | 1979/122720 [01:59<1:57:08, 17.18it/s]
  2%|▏         | 1981/122720 [01:59<1:56:31, 17.27it/s]
  2%|▏         | 1983/122720 [01:59<1:56:12, 17.32it/s]
  2%|▏         | 1985/122720 [01:59<1:56:18, 17.30it/s]
  2%|▏         | 1987/122720 [02:00<1:56:34, 17.26it/s]
  2%|▏         | 1989/122720 [02:00<1:57:08, 17.18it/s]
  2%|▏         | 1991/122720 [02:00<1:57:18, 17.15it/s]
  2%|▏         | 1993/122720 [02:00<1:58:02, 17.05it/s]
  2%|▏         | 1995/122720 [02:00<1:58:23, 17.00it/s]
  2%|▏         | 1997/122720 [02:00<1:58:55, 16.92it/s]
  2%|▏         | 1999/122720 [02:00<1:58:41, 16.95it/s]
                                                       

  2%|▏         | 2000/122720 [02:00<1:58:41, 16.95it/s]
  2%|▏         | 2001/122720 [02:00<1:58:30, 16.98it/s]
  2%|▏         | 2003/122720 [02:00<1:57:49, 17.08it/s]
  2%|▏         | 2005/122720 [02:01<1:58:04, 17.04it/s]
  2%|▏         | 2007/122720 [02:01<1:57:50, 17.07it/s]
  2%|▏         | 2009/122720 [02:01<1:56:59, 17.20it/s]
  2%|▏         | 2011/122720 [02:01<1:57:04, 17.18it/s]
  2%|▏         | 2013/122720 [02:01<1:57:34, 17.11it/s]
  2%|▏         | 2015/122720 [02:01<1:58:18, 17.00it/s]
  2%|▏         | 2017/122720 [02:01<1:58:35, 16.96it/s]
  2%|▏         | 2019/122720 [02:01<1:58:47, 16.93it/s]
  2%|▏         | 2021/122720 [02:02<1:58:53, 16.92it/s]
  2%|▏         | 2023/122720 [02:02<1:59:11, 16.88it/s]
  2%|▏         | 2025/122720 [02:02<1:59:05, 16.89it/s]
                                                       

  2%|▏         | 2025/122720 [02:02<1:59:05, 16.89it/s]
  2%|▏         | 2027/122720 [02:02<1:59:32, 16.83it/s]
  2%|▏         | 2029/122720 [02:02<1:59:02, 16.90it/s]
  2%|▏         | 2031/122720 [02:02<2:01:00, 16.62it/s]
  2%|▏         | 2033/122720 [02:02<2:00:31, 16.69it/s]
  2%|▏         | 2035/122720 [02:02<2:00:32, 16.69it/s]
  2%|▏         | 2037/122720 [02:03<2:01:39, 16.53it/s]
  2%|▏         | 2039/122720 [02:03<2:00:57, 16.63it/s]
  2%|▏         | 2041/122720 [02:03<2:00:16, 16.72it/s]
  2%|▏         | 2043/122720 [02:03<1:59:51, 16.78it/s]
  2%|▏         | 2045/122720 [02:03<2:01:40, 16.53it/s]
  2%|▏         | 2047/122720 [02:03<2:00:46, 16.65it/s]
  2%|▏         | 2049/122720 [02:03<2:00:48, 16.65it/s]
                                                       

  2%|▏         | 2050/122720 [02:03<2:00:48, 16.65it/s]
  2%|▏         | 2051/122720 [02:03<2:01:54, 16.50it/s]
  2%|▏         | 2053/122720 [02:03<2:05:33, 16.02it/s]
  2%|▏         | 2055/122720 [02:04<2:05:50, 15.98it/s]
  2%|▏         | 2057/122720 [02:04<2:05:27, 16.03it/s]
  2%|▏         | 2059/122720 [02:04<2:05:06, 16.07it/s]
  2%|▏         | 2061/122720 [02:04<2:04:26, 16.16it/s]
  2%|▏         | 2063/122720 [02:04<2:03:45, 16.25it/s]
  2%|▏         | 2065/122720 [02:04<2:01:57, 16.49it/s]
  2%|▏         | 2067/122720 [02:04<2:01:05, 16.61it/s]
  2%|▏         | 2069/122720 [02:04<1:59:16, 16.86it/s]
  2%|▏         | 2071/122720 [02:05<1:58:25, 16.98it/s]
  2%|▏         | 2073/122720 [02:05<1:57:49, 17.07it/s]
  2%|▏         | 2075/122720 [02:05<1:57:18, 17.14it/s]
                                                       

  2%|▏         | 2075/122720 [02:05<1:57:18, 17.14it/s]
  2%|▏         | 2077/122720 [02:05<1:57:40, 17.09it/s]
  2%|▏         | 2079/122720 [02:05<1:57:22, 17.13it/s]
  2%|▏         | 2081/122720 [02:05<1:58:35, 16.95it/s]
  2%|▏         | 2083/122720 [02:05<1:58:16, 17.00it/s]
  2%|▏         | 2085/122720 [02:05<1:57:47, 17.07it/s]
  2%|▏         | 2087/122720 [02:06<1:57:34, 17.10it/s]
  2%|▏         | 2089/122720 [02:06<1:57:16, 17.14it/s]
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  2%|▏         | 2249/122720 [02:15<1:55:23, 17.40it/s]
                                                       

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  2%|▏         | 2251/122720 [02:15<1:55:57, 17.32it/s]
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  2%|▏         | 2275/122720 [02:17<1:56:35, 17.22it/s]
  2%|▏         | 2277/122720 [02:17<1:56:20, 17.25it/s]
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  2%|▏         | 2299/122720 [02:18<1:57:17, 17.11it/s]
                                                       

  2%|▏         | 2300/122720 [02:18<1:57:17, 17.11it/s]
  2%|▏         | 2301/122720 [02:18<1:58:39, 16.91it/s]
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  2%|▏         | 2325/122720 [02:20<1:58:15, 16.97it/s]
                                                       

  2%|▏         | 2325/122720 [02:20<1:58:15, 16.97it/s]
  2%|▏         | 2327/122720 [02:20<1:58:47, 16.89it/s]
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  2%|▏         | 2350/122720 [02:21<2:04:39, 16.09it/s]
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  2%|▏         | 2400/122720 [02:24<1:55:56, 17.30it/s]
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  2%|▏         | 2450/122720 [02:27<1:55:25, 17.37it/s]
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  2%|▏         | 2500/122720 [02:30<2:03:26, 16.23it/s]
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  2%|▏         | 2999/122720 [02:59<1:58:47, 16.80it/s]
                                                       

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  4%|▍         | 5000/122720 [04:57<1:54:01, 17.21it/s][INFO|trainer.py:1012] 2025-12-17 18:03:40,595 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 18:03:40,601 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 18:03:40,601 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 18:03:40,601 >>   Batch size = 8
+
+
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+
                                               

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  7%|▋         | 8825/122720 [08:44<1:49:20, 17.36it/s]
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  8%|▊         | 10000/122720 [09:53<1:48:43, 17.28it/s][INFO|trainer.py:1012] 2025-12-17 18:08:36,720 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 18:08:36,726 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 18:08:36,726 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 18:08:36,726 >>   Batch size = 8
+
+
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+
                                               

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 11%|█         | 13005/122720 [12:54<1:51:35, 16.39it/s]
 11%|█         | 13007/122720 [12:54<1:51:16, 16.43it/s]
 11%|█         | 13009/122720 [12:54<1:51:01, 16.47it/s]
 11%|█         | 13011/122720 [12:54<1:50:58, 16.48it/s]
 11%|█         | 13013/122720 [12:54<1:50:45, 16.51it/s]
 11%|█         | 13015/122720 [12:55<1:50:52, 16.49it/s]
 11%|█         | 13017/122720 [12:55<1:50:18, 16.58it/s]
 11%|█         | 13019/122720 [12:55<1:50:17, 16.58it/s]
 11%|█         | 13021/122720 [12:55<1:50:13, 16.59it/s]
 11%|█         | 13023/122720 [12:55<1:50:23, 16.56it/s]
 11%|█         | 13025/122720 [12:55<1:50:33, 16.54it/s]
                                                        

 11%|█         | 13025/122720 [12:55<1:50:33, 16.54it/s]
 11%|█         | 13027/122720 [12:55<1:50:38, 16.52it/s]
 11%|█         | 13029/122720 [12:55<1:50:39, 16.52it/s]
 11%|█         | 13031/122720 [12:56<1:50:36, 16.53it/s]
 11%|█         | 13033/122720 [12:56<1:50:25, 16.55it/s]
 11%|█         | 13035/122720 [12:56<1:50:15, 16.58it/s]
 11%|█         | 13037/122720 [12:56<1:50:11, 16.59it/s]
 11%|█         | 13039/122720 [12:56<1:50:05, 16.60it/s]
 11%|█         | 13041/122720 [12:56<1:50:11, 16.59it/s]
 11%|█         | 13043/122720 [12:56<1:50:08, 16.60it/s]
 11%|█         | 13045/122720 [12:56<1:50:19, 16.57it/s]
 11%|█         | 13047/122720 [12:57<1:50:18, 16.57it/s]
 11%|█         | 13049/122720 [12:57<1:50:46, 16.50it/s]
                                                        

 11%|█         | 13050/122720 [12:57<1:50:46, 16.50it/s]
 11%|█         | 13051/122720 [12:57<1:50:40, 16.52it/s]
 11%|█         | 13053/122720 [12:57<1:50:12, 16.58it/s]
 11%|█         | 13055/122720 [12:57<1:50:34, 16.53it/s]
 11%|█         | 13057/122720 [12:57<1:50:37, 16.52it/s]
 11%|█         | 13059/122720 [12:57<1:50:33, 16.53it/s]
 11%|█         | 13061/122720 [12:57<1:50:28, 16.54it/s]
 11%|█         | 13063/122720 [12:57<1:50:21, 16.56it/s]
 11%|█         | 13065/122720 [12:58<1:50:32, 16.53it/s]
 11%|█         | 13067/122720 [12:58<1:50:11, 16.59it/s]
 11%|█         | 13069/122720 [12:58<1:50:08, 16.59it/s]
 11%|█         | 13071/122720 [12:58<1:50:48, 16.49it/s]
 11%|█         | 13073/122720 [12:58<1:51:19, 16.41it/s]
 11%|█         | 13075/122720 [12:58<1:51:25, 16.40it/s]
                                                        

 11%|█         | 13075/122720 [12:58<1:51:25, 16.40it/s]
 11%|█         | 13077/122720 [12:58<1:51:41, 16.36it/s]
 11%|█         | 13079/122720 [12:58<1:51:59, 16.32it/s]
 11%|█         | 13081/122720 [12:59<1:51:00, 16.46it/s]
 11%|█         | 13083/122720 [12:59<1:51:03, 16.45it/s]
 11%|█         | 13085/122720 [12:59<1:52:00, 16.31it/s]
 11%|█         | 13087/122720 [12:59<1:52:19, 16.27it/s]
 11%|█         | 13089/122720 [12:59<1:52:46, 16.20it/s]
 11%|█         | 13091/122720 [12:59<1:52:41, 16.21it/s]
 11%|█         | 13093/122720 [12:59<1:52:25, 16.25it/s]
 11%|█         | 13095/122720 [12:59<1:52:23, 16.26it/s]
 11%|█         | 13097/122720 [13:00<1:52:35, 16.23it/s]
 11%|█         | 13099/122720 [13:00<1:53:05, 16.16it/s]
                                                        

 11%|█         | 13100/122720 [13:00<1:53:05, 16.16it/s]
 11%|█         | 13101/122720 [13:00<1:53:57, 16.03it/s]
 11%|█         | 13103/122720 [13:00<1:53:47, 16.05it/s]
 11%|█         | 13105/122720 [13:00<1:53:37, 16.08it/s]
 11%|█         | 13107/122720 [13:00<1:53:32, 16.09it/s]
 11%|█         | 13109/122720 [13:00<1:53:41, 16.07it/s]
 11%|█         | 13111/122720 [13:00<1:53:34, 16.08it/s]
 11%|█         | 13113/122720 [13:01<1:53:20, 16.12it/s]
 11%|█         | 13115/122720 [13:01<1:53:20, 16.12it/s]
 11%|█         | 13117/122720 [13:01<1:53:36, 16.08it/s]
 11%|█         | 13119/122720 [13:01<1:53:24, 16.11it/s]
 11%|█         | 13121/122720 [13:01<1:53:22, 16.11it/s]
 11%|█         | 13123/122720 [13:01<1:53:22, 16.11it/s]
 11%|█         | 13125/122720 [13:01<1:53:08, 16.14it/s]
                                                        

 11%|█         | 13125/122720 [13:01<1:53:08, 16.14it/s]
 11%|█         | 13127/122720 [13:01<1:53:25, 16.10it/s]
 11%|█         | 13129/122720 [13:02<1:51:53, 16.32it/s]
 11%|█         | 13131/122720 [13:02<1:51:17, 16.41it/s]
 11%|█         | 13133/122720 [13:02<1:51:29, 16.38it/s]
 11%|█         | 13135/122720 [13:02<1:51:12, 16.42it/s]
 11%|█         | 13137/122720 [13:02<1:50:48, 16.48it/s]
 11%|█         | 13139/122720 [13:02<1:50:56, 16.46it/s]
 11%|█         | 13141/122720 [13:02<1:50:43, 16.49it/s]
 11%|█         | 13143/122720 [13:02<1:51:09, 16.43it/s]
 11%|█         | 13145/122720 [13:03<1:51:26, 16.39it/s]
 11%|█         | 13147/122720 [13:03<1:51:49, 16.33it/s]
 11%|█         | 13149/122720 [13:03<1:51:44, 16.34it/s]
                                                        

 11%|█         | 13150/122720 [13:03<1:51:44, 16.34it/s]
 11%|█         | 13151/122720 [13:03<1:52:33, 16.22it/s]
 11%|█         | 13153/122720 [13:03<1:51:39, 16.36it/s]
 11%|█         | 13155/122720 [13:03<1:51:08, 16.43it/s]
 11%|█         | 13157/122720 [13:03<1:51:00, 16.45it/s]
 11%|█         | 13159/122720 [13:03<1:50:47, 16.48it/s]
 11%|█         | 13161/122720 [13:04<1:50:57, 16.46it/s]
 11%|█         | 13163/122720 [13:04<1:50:44, 16.49it/s]
 11%|█         | 13165/122720 [13:04<1:50:23, 16.54it/s]
 11%|█         | 13167/122720 [13:04<1:50:41, 16.50it/s]
 11%|█         | 13169/122720 [13:04<1:50:20, 16.55it/s]
 11%|█         | 13171/122720 [13:04<1:50:25, 16.53it/s]
 11%|█         | 13173/122720 [13:04<1:50:22, 16.54it/s]
 11%|█         | 13175/122720 [13:04<1:50:20, 16.55it/s]
                                                        

 11%|█         | 13175/122720 [13:04<1:50:20, 16.55it/s]
 11%|█         | 13177/122720 [13:04<1:50:47, 16.48it/s]
 11%|█         | 13179/122720 [13:05<1:50:36, 16.51it/s]
 11%|█         | 13181/122720 [13:05<1:50:24, 16.54it/s]
 11%|█         | 13183/122720 [13:05<1:50:28, 16.52it/s]
 11%|█         | 13185/122720 [13:05<1:50:34, 16.51it/s]
 11%|█         | 13187/122720 [13:05<1:50:18, 16.55it/s]
 11%|█         | 13189/122720 [13:05<1:49:55, 16.61it/s]
 11%|█         | 13191/122720 [13:05<1:49:50, 16.62it/s]
 11%|█         | 13193/122720 [13:05<1:49:56, 16.60it/s]
 11%|█         | 13195/122720 [13:06<1:50:00, 16.59it/s]
 11%|█         | 13197/122720 [13:06<1:49:48, 16.62it/s]
 11%|█         | 13199/122720 [13:06<1:50:00, 16.59it/s]
                                                        

 11%|█         | 13200/122720 [13:06<1:50:00, 16.59it/s]
 11%|█         | 13201/122720 [13:06<1:50:23, 16.53it/s]
 11%|█         | 13203/122720 [13:06<1:50:05, 16.58it/s]
 11%|█         | 13205/122720 [13:06<1:50:14, 16.56it/s]
 11%|█         | 13207/122720 [13:06<1:50:22, 16.54it/s]
 11%|█         | 13209/122720 [13:06<1:50:04, 16.58it/s]
 11%|█         | 13211/122720 [13:07<1:49:58, 16.60it/s]
 11%|█         | 13213/122720 [13:07<1:49:54, 16.61it/s]
 11%|█         | 13215/122720 [13:07<1:50:08, 16.57it/s]
 11%|█         | 13217/122720 [13:07<1:50:07, 16.57it/s]
 11%|█         | 13219/122720 [13:07<1:50:47, 16.47it/s]
 11%|█         | 13221/122720 [13:07<1:50:57, 16.45it/s]
 11%|█         | 13223/122720 [13:07<1:52:31, 16.22it/s]
 11%|█         | 13225/122720 [13:07<1:54:02, 16.00it/s]
                                                        

 11%|█         | 13225/122720 [13:07<1:54:02, 16.00it/s]
 11%|█         | 13227/122720 [13:08<1:55:00, 15.87it/s]
 11%|█         | 13229/122720 [13:08<1:55:13, 15.84it/s]
 11%|█         | 13231/122720 [13:08<1:54:59, 15.87it/s]
 11%|█         | 13233/122720 [13:08<1:54:51, 15.89it/s]
 11%|█         | 13235/122720 [13:08<1:55:12, 15.84it/s]
 11%|█         | 13237/122720 [13:08<1:54:54, 15.88it/s]
 11%|█         | 13239/122720 [13:08<1:54:17, 15.97it/s]
 11%|█         | 13241/122720 [13:08<1:53:54, 16.02it/s]
 11%|█         | 13243/122720 [13:09<1:53:44, 16.04it/s]
 11%|█         | 13245/122720 [13:09<1:52:37, 16.20it/s]
 11%|█         | 13247/122720 [13:09<1:52:56, 16.16it/s]
 11%|█         | 13249/122720 [13:09<1:52:16, 16.25it/s]
                                                        

 11%|█         | 13250/122720 [13:09<1:52:16, 16.25it/s]
 11%|█         | 13251/122720 [13:09<1:51:08, 16.42it/s]
 11%|█         | 13253/122720 [13:09<1:50:22, 16.53it/s]
 11%|█         | 13255/122720 [13:09<1:49:34, 16.65it/s]
 11%|█         | 13257/122720 [13:09<1:48:36, 16.80it/s]
 11%|█         | 13259/122720 [13:09<1:48:02, 16.89it/s]
 11%|█         | 13261/122720 [13:10<1:47:28, 16.97it/s]
 11%|█         | 13263/122720 [13:10<1:47:27, 16.98it/s]
 11%|█         | 13265/122720 [13:10<1:47:22, 16.99it/s]
 11%|█         | 13267/122720 [13:10<1:47:38, 16.95it/s]
 11%|█         | 13269/122720 [13:10<1:48:10, 16.86it/s]
 11%|█         | 13271/122720 [13:10<1:48:01, 16.89it/s]
 11%|█         | 13273/122720 [13:10<1:47:00, 17.05it/s]
 11%|█         | 13275/122720 [13:10<1:46:19, 17.16it/s]
                                                        

 11%|█         | 13275/122720 [13:10<1:46:19, 17.16it/s]
 11%|█         | 13277/122720 [13:11<1:47:27, 16.97it/s]
 11%|█         | 13279/122720 [13:11<1:46:55, 17.06it/s]
 11%|█         | 13281/122720 [13:11<1:46:22, 17.15it/s]
 11%|█         | 13283/122720 [13:11<1:46:09, 17.18it/s]
 11%|█         | 13285/122720 [13:11<1:46:11, 17.17it/s]
 11%|█         | 13287/122720 [13:11<1:46:39, 17.10it/s]
 11%|█         | 13289/122720 [13:11<1:46:45, 17.08it/s]
 11%|█         | 13291/122720 [13:11<1:46:37, 17.10it/s]
 11%|█         | 13293/122720 [13:11<1:46:54, 17.06it/s]
 11%|█         | 13295/122720 [13:12<1:46:29, 17.13it/s]
 11%|█         | 13297/122720 [13:12<1:46:08, 17.18it/s]
 11%|█         | 13299/122720 [13:12<1:45:33, 17.28it/s]
                                                        

 11%|█         | 13300/122720 [13:12<1:45:33, 17.28it/s]
 11%|█         | 13301/122720 [13:12<1:45:27, 17.29it/s]
 11%|█         | 13303/122720 [13:12<1:45:27, 17.29it/s]
 11%|█         | 13305/122720 [13:12<1:45:43, 17.25it/s]
 11%|█         | 13307/122720 [13:12<1:45:34, 17.27it/s]
 11%|█         | 13309/122720 [13:12<1:46:03, 17.19it/s]
 11%|█         | 13311/122720 [13:13<1:45:59, 17.20it/s]
 11%|█         | 13313/122720 [13:13<1:46:54, 17.06it/s]
 11%|█         | 13315/122720 [13:13<1:46:26, 17.13it/s]
 11%|█         | 13317/122720 [13:13<1:46:08, 17.18it/s]
 11%|█         | 13319/122720 [13:13<1:45:40, 17.25it/s]
 11%|█         | 13321/122720 [13:13<1:45:40, 17.25it/s]
 11%|█         | 13323/122720 [13:13<1:45:40, 17.25it/s]
 11%|█         | 13325/122720 [13:13<1:45:14, 17.33it/s]
                                                        

 11%|█         | 13325/122720 [13:13<1:45:14, 17.33it/s]
 11%|█         | 13327/122720 [13:13<1:47:08, 17.02it/s]
 11%|█         | 13329/122720 [13:14<1:46:40, 17.09it/s]
 11%|█         | 13331/122720 [13:14<1:46:12, 17.17it/s]
 11%|█         | 13333/122720 [13:14<1:45:38, 17.26it/s]
 11%|█         | 13335/122720 [13:14<1:45:18, 17.31it/s]
 11%|█         | 13337/122720 [13:14<1:45:07, 17.34it/s]
 11%|█         | 13339/122720 [13:14<1:45:31, 17.28it/s]
 11%|█         | 13341/122720 [13:14<1:46:09, 17.17it/s]
 11%|█         | 13343/122720 [13:14<1:45:39, 17.25it/s]
 11%|█         | 13345/122720 [13:14<1:45:16, 17.32it/s]
 11%|█         | 13347/122720 [13:15<1:45:09, 17.33it/s]
 11%|█         | 13349/122720 [13:15<1:45:00, 17.36it/s]
                                                        

 11%|█         | 13350/122720 [13:15<1:45:00, 17.36it/s]
 11%|█         | 13351/122720 [13:15<1:44:57, 17.37it/s]
 11%|█         | 13353/122720 [13:15<1:44:56, 17.37it/s]
 11%|█         | 13355/122720 [13:15<1:45:06, 17.34it/s]
 11%|█         | 13357/122720 [13:15<1:45:27, 17.28it/s]
 11%|█         | 13359/122720 [13:15<1:45:15, 17.32it/s]
 11%|█         | 13361/122720 [13:15<1:45:36, 17.26it/s]
 11%|█         | 13363/122720 [13:16<1:48:16, 16.83it/s]
 11%|█         | 13365/122720 [13:16<1:49:50, 16.59it/s]
 11%|█         | 13367/122720 [13:16<1:50:29, 16.49it/s]
 11%|█         | 13369/122720 [13:16<1:50:36, 16.48it/s]
 11%|█         | 13371/122720 [13:16<1:50:42, 16.46it/s]
 11%|█         | 13373/122720 [13:16<1:51:25, 16.35it/s]
 11%|█         | 13375/122720 [13:16<1:52:52, 16.15it/s]
                                                        

 11%|█         | 13375/122720 [13:16<1:52:52, 16.15it/s]
 11%|█         | 13377/122720 [13:16<1:52:47, 16.16it/s]
 11%|█         | 13379/122720 [13:17<1:52:36, 16.18it/s]
 11%|█         | 13381/122720 [13:17<1:52:26, 16.21it/s]
 11%|█         | 13383/122720 [13:17<1:52:31, 16.19it/s]
 11%|█         | 13385/122720 [13:17<1:52:17, 16.23it/s]
 11%|█         | 13387/122720 [13:17<1:51:29, 16.34it/s]
 11%|█         | 13389/122720 [13:17<1:50:41, 16.46it/s]
 11%|█         | 13391/122720 [13:17<1:49:54, 16.58it/s]
 11%|█         | 13393/122720 [13:17<1:50:12, 16.53it/s]
 11%|█         | 13395/122720 [13:17<1:50:20, 16.51it/s]
 11%|█         | 13397/122720 [13:18<1:49:23, 16.66it/s]
 11%|█         | 13399/122720 [13:18<1:48:55, 16.73it/s]
                                                        

 11%|█         | 13400/122720 [13:18<1:48:55, 16.73it/s]
 11%|█         | 13401/122720 [13:18<1:48:57, 16.72it/s]
 11%|█         | 13403/122720 [13:18<1:48:39, 16.77it/s]
 11%|█         | 13405/122720 [13:18<1:48:35, 16.78it/s]
 11%|█         | 13407/122720 [13:18<1:48:07, 16.85it/s]
 11%|█         | 13409/122720 [13:18<1:48:08, 16.85it/s]
 11%|█         | 13411/122720 [13:18<1:48:31, 16.79it/s]
 11%|█         | 13413/122720 [13:19<1:48:20, 16.81it/s]
 11%|█         | 13415/122720 [13:19<1:48:02, 16.86it/s]
 11%|█         | 13417/122720 [13:19<1:47:48, 16.90it/s]
 11%|█         | 13419/122720 [13:19<1:47:11, 17.00it/s]
 11%|█         | 13421/122720 [13:19<1:46:52, 17.04it/s]
 11%|█         | 13423/122720 [13:19<1:46:40, 17.08it/s]
 11%|█         | 13425/122720 [13:19<1:46:26, 17.11it/s]
                                                        

 11%|█         | 13425/122720 [13:19<1:46:26, 17.11it/s]
 11%|█         | 13427/122720 [13:19<1:47:45, 16.90it/s]
 11%|█         | 13429/122720 [13:19<1:46:33, 17.09it/s]
 11%|█         | 13431/122720 [13:20<1:46:17, 17.14it/s]
 11%|█         | 13433/122720 [13:20<1:45:56, 17.19it/s]
 11%|█         | 13435/122720 [13:20<1:45:58, 17.19it/s]
 11%|█         | 13437/122720 [13:20<1:45:55, 17.19it/s]
 11%|█         | 13439/122720 [13:20<1:46:22, 17.12it/s]
 11%|█         | 13441/122720 [13:20<1:46:19, 17.13it/s]
 11%|█         | 13443/122720 [13:20<1:46:11, 17.15it/s]
 11%|█         | 13445/122720 [13:20<1:46:37, 17.08it/s]
 11%|█         | 13447/122720 [13:21<1:47:18, 16.97it/s]
 11%|█         | 13449/122720 [13:21<1:46:56, 17.03it/s]
                                                        

 11%|█         | 13450/122720 [13:21<1:46:56, 17.03it/s]
 11%|█         | 13451/122720 [13:21<1:47:02, 17.01it/s]
 11%|█         | 13453/122720 [13:21<1:46:24, 17.12it/s]
 11%|█         | 13455/122720 [13:21<1:46:08, 17.16it/s]
 11%|█         | 13457/122720 [13:21<1:45:46, 17.22it/s]
 11%|█         | 13459/122720 [13:21<1:45:34, 17.25it/s]
 11%|█         | 13461/122720 [13:21<1:45:35, 17.25it/s]
 11%|█         | 13463/122720 [13:21<1:45:38, 17.24it/s]
 11%|█         | 13465/122720 [13:22<1:44:59, 17.34it/s]
 11%|█         | 13467/122720 [13:22<1:45:13, 17.30it/s]
 11%|█         | 13469/122720 [13:22<1:45:24, 17.27it/s]
 11%|█         | 13471/122720 [13:22<1:45:34, 17.25it/s]
 11%|█         | 13473/122720 [13:22<1:45:25, 17.27it/s]
 11%|█         | 13475/122720 [13:22<1:46:09, 17.15it/s]
                                                        

 11%|█         | 13475/122720 [13:22<1:46:09, 17.15it/s]
 11%|█         | 13477/122720 [13:22<1:45:59, 17.18it/s]
 11%|█         | 13479/122720 [13:22<1:46:24, 17.11it/s]
 11%|█         | 13481/122720 [13:23<1:46:50, 17.04it/s]
 11%|█         | 13483/122720 [13:23<1:46:31, 17.09it/s]
 11%|█         | 13485/122720 [13:23<1:46:07, 17.15it/s]
 11%|█         | 13487/122720 [13:23<1:45:49, 17.20it/s]
 11%|█         | 13489/122720 [13:23<1:45:13, 17.30it/s]
 11%|█         | 13491/122720 [13:23<1:45:02, 17.33it/s]
 11%|█         | 13493/122720 [13:23<1:45:10, 17.31it/s]
 11%|█         | 13495/122720 [13:23<1:44:42, 17.39it/s]
 11%|█         | 13497/122720 [13:23<1:44:50, 17.36it/s]
 11%|█         | 13499/122720 [13:24<1:45:08, 17.31it/s]
                                                        

 11%|█         | 13500/122720 [13:24<1:45:08, 17.31it/s]
 11%|█         | 13501/122720 [13:24<1:44:58, 17.34it/s]
 11%|█         | 13503/122720 [13:24<1:45:16, 17.29it/s]
 11%|█         | 13505/122720 [13:24<1:45:22, 17.27it/s]
 11%|█         | 13507/122720 [13:24<1:45:59, 17.17it/s]
 11%|█         | 13509/122720 [13:24<1:47:11, 16.98it/s]
 11%|█         | 13511/122720 [13:24<1:48:16, 16.81it/s]
 11%|█         | 13513/122720 [13:24<1:49:26, 16.63it/s]
 11%|█         | 13515/122720 [13:25<1:50:21, 16.49it/s]
 11%|█         | 13517/122720 [13:25<1:51:09, 16.37it/s]
 11%|█         | 13519/122720 [13:25<1:51:54, 16.26it/s]
 11%|█         | 13521/122720 [13:25<1:52:00, 16.25it/s]
 11%|█         | 13523/122720 [13:25<1:52:03, 16.24it/s]
 11%|█         | 13525/122720 [13:25<1:51:43, 16.29it/s]
                                                        

 11%|█         | 13525/122720 [13:25<1:51:43, 16.29it/s]
 11%|█         | 13527/122720 [13:25<1:51:43, 16.29it/s]
 11%|█         | 13529/122720 [13:25<1:52:03, 16.24it/s]
 11%|█         | 13531/122720 [13:26<1:51:54, 16.26it/s]
 11%|█         | 13533/122720 [13:26<1:52:24, 16.19it/s]
 11%|█         | 13535/122720 [13:26<1:51:16, 16.35it/s]
 11%|█         | 13537/122720 [13:26<1:50:13, 16.51it/s]
 11%|█         | 13539/122720 [13:26<1:49:41, 16.59it/s]
 11%|█         | 13541/122720 [13:26<1:48:48, 16.72it/s]
 11%|█         | 13543/122720 [13:26<1:48:23, 16.79it/s]
 11%|█         | 13545/122720 [13:26<1:47:49, 16.88it/s]
 11%|█         | 13547/122720 [13:26<1:47:13, 16.97it/s]
 11%|█         | 13549/122720 [13:27<1:47:21, 16.95it/s]
                                                        

 11%|█         | 13550/122720 [13:27<1:47:21, 16.95it/s]
 11%|█         | 13551/122720 [13:27<1:47:33, 16.92it/s]
 11%|█         | 13553/122720 [13:27<1:47:14, 16.97it/s]
 11%|█         | 13555/122720 [13:27<1:47:19, 16.95it/s]
 11%|█         | 13557/122720 [13:27<1:47:27, 16.93it/s]
 11%|█         | 13559/122720 [13:27<1:47:37, 16.90it/s]
 11%|█         | 13561/122720 [13:27<1:47:42, 16.89it/s]
 11%|█         | 13563/122720 [13:27<1:48:29, 16.77it/s]
 11%|█         | 13565/122720 [13:28<1:48:14, 16.81it/s]
 11%|█         | 13567/122720 [13:28<1:47:32, 16.92it/s]
 11%|█         | 13569/122720 [13:28<1:46:30, 17.08it/s]
 11%|█         | 13571/122720 [13:28<1:46:30, 17.08it/s]
 11%|█         | 13573/122720 [13:28<1:45:34, 17.23it/s]
 11%|█         | 13575/122720 [13:28<1:45:00, 17.32it/s]
                                                        

 11%|█         | 13575/122720 [13:28<1:45:00, 17.32it/s]
 11%|█         | 13577/122720 [13:28<1:45:43, 17.21it/s]
 11%|█         | 13579/122720 [13:28<1:45:19, 17.27it/s]
 11%|█         | 13581/122720 [13:28<1:45:23, 17.26it/s]
 11%|█         | 13583/122720 [13:29<1:46:41, 17.05it/s]
 11%|█         | 13585/122720 [13:29<1:47:10, 16.97it/s]
 11%|█         | 13587/122720 [13:29<1:46:37, 17.06it/s]
 11%|█         | 13589/122720 [13:29<1:46:31, 17.07it/s]
 11%|█         | 13591/122720 [13:29<1:46:31, 17.07it/s]
 11%|█         | 13593/122720 [13:29<1:45:55, 17.17it/s]
 11%|█         | 13595/122720 [13:29<1:46:02, 17.15it/s]
 11%|█         | 13597/122720 [13:29<1:45:40, 17.21it/s]
 11%|█         | 13599/122720 [13:30<1:45:49, 17.18it/s]
                                                        

 11%|█         | 13600/122720 [13:30<1:45:49, 17.18it/s]
 11%|█         | 13601/122720 [13:30<1:45:54, 17.17it/s]
 11%|█         | 13603/122720 [13:30<1:45:51, 17.18it/s]
 11%|█         | 13605/122720 [13:30<1:45:52, 17.18it/s]
 11%|█         | 13607/122720 [13:30<1:45:30, 17.24it/s]
 11%|█         | 13609/122720 [13:30<1:45:36, 17.22it/s]
 11%|█         | 13611/122720 [13:30<1:45:16, 17.27it/s]
 11%|█         | 13613/122720 [13:30<1:45:25, 17.25it/s]
 11%|█         | 13615/122720 [13:30<1:45:21, 17.26it/s]
 11%|█         | 13617/122720 [13:31<1:46:17, 17.11it/s]
 11%|█         | 13619/122720 [13:31<1:45:44, 17.20it/s]
 11%|█         | 13621/122720 [13:31<1:45:52, 17.17it/s]
 11%|█         | 13623/122720 [13:31<1:45:37, 17.21it/s]
 11%|█         | 13625/122720 [13:31<1:45:39, 17.21it/s]
                                                        

 11%|█         | 13625/122720 [13:31<1:45:39, 17.21it/s]
 11%|█         | 13627/122720 [13:31<1:45:24, 17.25it/s]
 11%|█         | 13629/122720 [13:31<1:45:36, 17.22it/s]
 11%|█         | 13631/122720 [13:31<1:45:12, 17.28it/s]
 11%|█         | 13633/122720 [13:31<1:45:02, 17.31it/s]
 11%|█         | 13635/122720 [13:32<1:44:58, 17.32it/s]
 11%|█         | 13637/122720 [13:32<1:44:51, 17.34it/s]
 11%|█         | 13639/122720 [13:32<1:45:08, 17.29it/s]
 11%|█         | 13641/122720 [13:32<1:45:16, 17.27it/s]
 11%|█         | 13643/122720 [13:32<1:45:03, 17.31it/s]
 11%|█         | 13645/122720 [13:32<1:46:19, 17.10it/s]
 11%|█         | 13647/122720 [13:32<1:46:12, 17.12it/s]
 11%|█         | 13649/122720 [13:32<1:46:33, 17.06it/s]
                                                        

 11%|█         | 13650/122720 [13:32<1:46:33, 17.06it/s]
 11%|█         | 13651/122720 [13:33<1:46:43, 17.03it/s]
 11%|█         | 13653/122720 [13:33<1:46:18, 17.10it/s]
 11%|█         | 13655/122720 [13:33<1:46:25, 17.08it/s]
 11%|█         | 13657/122720 [13:33<1:46:34, 17.06it/s]
 11%|█         | 13659/122720 [13:33<1:46:04, 17.13it/s]
 11%|█         | 13661/122720 [13:33<1:46:05, 17.13it/s]
 11%|█         | 13663/122720 [13:33<1:46:41, 17.04it/s]
 11%|█         | 13665/122720 [13:33<1:47:27, 16.91it/s]
 11%|█         | 13667/122720 [13:33<1:48:03, 16.82it/s]
 11%|█         | 13669/122720 [13:34<1:48:36, 16.73it/s]
 11%|█         | 13671/122720 [13:34<1:48:24, 16.77it/s]
 11%|█         | 13673/122720 [13:34<1:48:50, 16.70it/s]
 11%|█         | 13675/122720 [13:34<1:49:06, 16.66it/s]
                                                        

 11%|█         | 13675/122720 [13:34<1:49:06, 16.66it/s]
 11%|█         | 13677/122720 [13:34<1:49:18, 16.63it/s]
 11%|█         | 13679/122720 [13:34<1:48:47, 16.70it/s]
 11%|█         | 13681/122720 [13:34<1:48:34, 16.74it/s]
 11%|█         | 13683/122720 [13:34<1:48:26, 16.76it/s]
 11%|█         | 13685/122720 [13:35<1:48:08, 16.80it/s]
 11%|█         | 13687/122720 [13:35<1:48:12, 16.79it/s]
 11%|█         | 13689/122720 [13:35<1:47:53, 16.84it/s]
 11%|█         | 13691/122720 [13:35<1:47:49, 16.85it/s]
 11%|█         | 13693/122720 [13:35<1:47:51, 16.85it/s]
 11%|█         | 13695/122720 [13:35<1:47:10, 16.95it/s]
 11%|█         | 13697/122720 [13:35<1:47:26, 16.91it/s]
 11%|█         | 13699/122720 [13:35<1:47:34, 16.89it/s]
                                                        

 11%|█         | 13700/122720 [13:35<1:47:34, 16.89it/s]
 11%|█         | 13701/122720 [13:35<1:48:39, 16.72it/s]
 11%|█         | 13703/122720 [13:36<1:48:32, 16.74it/s]
 11%|█         | 13705/122720 [13:36<1:48:37, 16.73it/s]
 11%|█         | 13707/122720 [13:36<1:48:17, 16.78it/s]
 11%|█         | 13709/122720 [13:36<1:48:02, 16.82it/s]
 11%|█         | 13711/122720 [13:36<1:47:32, 16.89it/s]
 11%|█         | 13713/122720 [13:36<1:46:16, 17.10it/s]
 11%|█         | 13715/122720 [13:36<1:45:35, 17.21it/s]
 11%|█         | 13717/122720 [13:36<1:45:42, 17.19it/s]
 11%|█         | 13719/122720 [13:37<1:45:52, 17.16it/s]
 11%|█         | 13721/122720 [13:37<1:45:21, 17.24it/s]
 11%|█         | 13723/122720 [13:37<1:44:51, 17.32it/s]
 11%|█         | 13725/122720 [13:37<1:45:19, 17.25it/s]
                                                        

 11%|█         | 13725/122720 [13:37<1:45:19, 17.25it/s]
 11%|█         | 13727/122720 [13:37<1:45:57, 17.14it/s]
 11%|█         | 13729/122720 [13:37<1:46:21, 17.08it/s]
 11%|█         | 13731/122720 [13:37<1:46:17, 17.09it/s]
 11%|█         | 13733/122720 [13:37<1:47:11, 16.95it/s]
 11%|█         | 13735/122720 [13:37<1:47:24, 16.91it/s]
 11%|█         | 13737/122720 [13:38<1:46:29, 17.06it/s]
 11%|█         | 13739/122720 [13:38<1:45:57, 17.14it/s]
 11%|█         | 13741/122720 [13:38<1:45:44, 17.18it/s]
 11%|█         | 13743/122720 [13:38<1:45:40, 17.19it/s]
 11%|█         | 13745/122720 [13:38<1:45:25, 17.23it/s]
 11%|█         | 13747/122720 [13:38<1:45:08, 17.27it/s]
 11%|█         | 13749/122720 [13:38<1:45:18, 17.25it/s]
                                                        

 11%|█         | 13750/122720 [13:38<1:45:18, 17.25it/s]
 11%|█         | 13751/122720 [13:38<1:45:33, 17.20it/s]
 11%|█         | 13753/122720 [13:39<1:45:16, 17.25it/s]
 11%|█         | 13755/122720 [13:39<1:44:53, 17.31it/s]
 11%|█         | 13757/122720 [13:39<1:44:56, 17.30it/s]
 11%|█         | 13759/122720 [13:39<1:45:25, 17.22it/s]
 11%|█         | 13761/122720 [13:39<1:45:30, 17.21it/s]
 11%|█         | 13763/122720 [13:39<1:46:41, 17.02it/s]
 11%|█         | 13765/122720 [13:39<1:46:24, 17.07it/s]
 11%|█         | 13767/122720 [13:39<1:46:06, 17.11it/s]
 11%|█         | 13769/122720 [13:39<1:45:35, 17.20it/s]
 11%|█         | 13771/122720 [13:40<1:45:35, 17.20it/s]
 11%|█         | 13773/122720 [13:40<1:45:16, 17.25it/s]
 11%|█         | 13775/122720 [13:40<1:44:57, 17.30it/s]
                                                        

 11%|█         | 13775/122720 [13:40<1:44:57, 17.30it/s]
 11%|█         | 13777/122720 [13:40<1:45:23, 17.23it/s]
 11%|█         | 13779/122720 [13:40<1:45:23, 17.23it/s]
 11%|█         | 13781/122720 [13:40<1:44:43, 17.34it/s]
 11%|█         | 13783/122720 [13:40<1:44:50, 17.32it/s]
 11%|█         | 13785/122720 [13:40<1:44:43, 17.34it/s]
 11%|█         | 13787/122720 [13:41<1:45:58, 17.13it/s]
 11%|█         | 13789/122720 [13:41<1:45:46, 17.16it/s]
 11%|█         | 13791/122720 [13:41<1:45:34, 17.20it/s]
 11%|█         | 13793/122720 [13:41<1:45:51, 17.15it/s]
 11%|█         | 13795/122720 [13:41<1:45:20, 17.23it/s]
 11%|█         | 13797/122720 [13:41<1:45:53, 17.14it/s]
 11%|█         | 13799/122720 [13:41<1:47:12, 16.93it/s]
                                                        

 11%|█         | 13800/122720 [13:41<1:47:12, 16.93it/s]
 11%|█         | 13801/122720 [13:41<1:47:35, 16.87it/s]
 11%|█         | 13803/122720 [13:41<1:47:23, 16.90it/s]
 11%|█         | 13805/122720 [13:42<1:47:38, 16.86it/s]
 11%|█▏        | 13807/122720 [13:42<1:47:13, 16.93it/s]
 11%|█▏        | 13809/122720 [13:42<1:46:32, 17.04it/s]
 11%|█▏        | 13811/122720 [13:42<1:45:51, 17.15it/s]
 11%|█▏        | 13813/122720 [13:42<1:46:07, 17.10it/s]
 11%|█▏        | 13815/122720 [13:42<1:46:57, 16.97it/s]
 11%|█▏        | 13817/122720 [13:42<1:46:17, 17.08it/s]
 11%|█▏        | 13819/122720 [13:42<1:48:00, 16.80it/s]
 11%|█▏        | 13821/122720 [13:43<1:48:36, 16.71it/s]
 11%|█▏        | 13823/122720 [13:43<1:48:15, 16.76it/s]
 11%|█▏        | 13825/122720 [13:43<1:48:27, 16.73it/s]
                                                        

 11%|█▏        | 13825/122720 [13:43<1:48:27, 16.73it/s]
 11%|█▏        | 13827/122720 [13:43<1:48:26, 16.74it/s]
 11%|█▏        | 13829/122720 [13:43<1:48:21, 16.75it/s]
 11%|█▏        | 13831/122720 [13:43<1:48:26, 16.74it/s]
 11%|█▏        | 13833/122720 [13:43<1:48:09, 16.78it/s]
 11%|█▏        | 13835/122720 [13:43<1:47:57, 16.81it/s]
 11%|█▏        | 13837/122720 [13:43<1:47:38, 16.86it/s]
 11%|█▏        | 13839/122720 [13:44<1:47:28, 16.88it/s]
 11%|█▏        | 13841/122720 [13:44<1:49:06, 16.63it/s]
 11%|█▏        | 13843/122720 [13:44<1:48:27, 16.73it/s]
 11%|█▏        | 13845/122720 [13:44<1:48:20, 16.75it/s]
 11%|█▏        | 13847/122720 [13:44<1:48:25, 16.73it/s]
 11%|█▏        | 13849/122720 [13:44<1:48:38, 16.70it/s]
                                                        

 11%|█▏        | 13850/122720 [13:44<1:48:38, 16.70it/s]
 11%|█▏        | 13851/122720 [13:44<1:48:10, 16.77it/s]
 11%|█▏        | 13853/122720 [13:44<1:48:09, 16.78it/s]
 11%|█▏        | 13855/122720 [13:45<1:48:00, 16.80it/s]
 11%|█▏        | 13857/122720 [13:45<1:48:07, 16.78it/s]
 11%|█▏        | 13859/122720 [13:45<1:47:41, 16.85it/s]
 11%|█▏        | 13861/122720 [13:45<1:47:07, 16.94it/s]
 11%|█▏        | 13863/122720 [13:45<1:47:09, 16.93it/s]
 11%|█▏        | 13865/122720 [13:45<1:47:01, 16.95it/s]
 11%|█▏        | 13867/122720 [13:45<1:47:23, 16.89it/s]
 11%|█▏        | 13869/122720 [13:45<1:46:52, 16.98it/s]
 11%|█▏        | 13871/122720 [13:45<1:47:03, 16.94it/s]
 11%|█▏        | 13873/122720 [13:46<1:48:28, 16.72it/s]
 11%|█▏        | 13875/122720 [13:46<1:48:55, 16.66it/s]
                                                        

 11%|█▏        | 13875/122720 [13:46<1:48:55, 16.66it/s]
 11%|█▏        | 13877/122720 [13:46<1:48:02, 16.79it/s]
 11%|█▏        | 13879/122720 [13:46<1:46:33, 17.02it/s]
 11%|█▏        | 13881/122720 [13:46<1:46:15, 17.07it/s]
 11%|█▏        | 13883/122720 [13:46<1:45:44, 17.16it/s]
 11%|█▏        | 13885/122720 [13:46<1:45:21, 17.22it/s]
 11%|█▏        | 13887/122720 [13:46<1:45:12, 17.24it/s]
 11%|█▏        | 13889/122720 [13:47<1:45:22, 17.21it/s]
 11%|█▏        | 13891/122720 [13:47<1:45:21, 17.21it/s]
 11%|█▏        | 13893/122720 [13:47<1:45:18, 17.22it/s]
 11%|█▏        | 13895/122720 [13:47<1:44:57, 17.28it/s]
 11%|█▏        | 13897/122720 [13:47<1:45:03, 17.27it/s]
 11%|█▏        | 13899/122720 [13:47<1:46:09, 17.08it/s]
                                                        

 11%|█▏        | 13900/122720 [13:47<1:46:09, 17.08it/s]
 11%|█▏        | 13901/122720 [13:47<1:47:32, 16.86it/s]
 11%|█▏        | 13903/122720 [13:47<1:47:15, 16.91it/s]
 11%|█▏        | 13905/122720 [13:47<1:47:11, 16.92it/s]
 11%|█▏        | 13907/122720 [13:48<1:47:40, 16.84it/s]
 11%|█▏        | 13909/122720 [13:48<1:48:06, 16.77it/s]
 11%|█▏        | 13911/122720 [13:48<1:47:59, 16.79it/s]
 11%|█▏        | 13913/122720 [13:48<1:48:33, 16.71it/s]
 11%|█▏        | 13915/122720 [13:48<1:48:27, 16.72it/s]
 11%|█▏        | 13917/122720 [13:48<1:48:16, 16.75it/s]
 11%|█▏        | 13919/122720 [13:48<1:46:54, 16.96it/s]
 11%|█▏        | 13921/122720 [13:48<1:46:26, 17.04it/s]
 11%|█▏        | 13923/122720 [13:49<1:46:11, 17.07it/s]
 11%|█▏        | 13925/122720 [13:49<1:45:43, 17.15it/s]
                                                        

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 12%|█▏        | 15000/122720 [14:53<1:51:46, 16.06it/s][INFO|trainer.py:1012] 2025-12-17 18:13:36,358 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 18:13:36,369 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 18:13:36,369 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 18:13:36,369 >>   Batch size = 8
+
+
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+
                                               

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 15%|█▍        | 17800/122720 [17:41<1:43:50, 16.84it/s]
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 15%|█▍        | 17825/122720 [17:42<1:48:04, 16.18it/s]
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 15%|█▍        | 17975/122720 [17:51<1:46:44, 16.36it/s]
                                                        

 15%|█▍        | 17975/122720 [17:51<1:46:44, 16.36it/s]
 15%|█▍        | 17977/122720 [17:51<1:47:27, 16.25it/s]
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 15%|█▍        | 18025/122720 [17:54<1:42:03, 17.10it/s]
                                                        

 15%|█▍        | 18025/122720 [17:54<1:42:03, 17.10it/s]
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 15%|█▍        | 18050/122720 [17:56<1:42:57, 16.94it/s]
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 15%|█▍        | 18075/122720 [17:57<1:41:57, 17.11it/s]
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 15%|█▌        | 18425/122720 [18:18<1:44:04, 16.70it/s]
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 15%|█▌        | 18475/122720 [18:21<1:46:31, 16.31it/s]
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 15%|█▌        | 18700/122720 [18:34<1:40:16, 17.29it/s]
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 15%|█▌        | 18723/122720 [18:36<1:42:15, 16.95it/s]
 15%|█▌        | 18725/122720 [18:36<1:42:36, 16.89it/s]
                                                        

 15%|█▌        | 18725/122720 [18:36<1:42:36, 16.89it/s]
 15%|█▌        | 18727/122720 [18:36<1:41:44, 17.04it/s]
 15%|█▌        | 18729/122720 [18:36<1:41:18, 17.11it/s]
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 15%|█▌        | 18749/122720 [18:37<1:42:01, 16.98it/s]
                                                        

 15%|█▌        | 18750/122720 [18:37<1:42:01, 16.98it/s]
 15%|█▌        | 18751/122720 [18:37<1:43:05, 16.81it/s]
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 15%|█▌        | 18767/122720 [18:38<1:40:28, 17.24it/s]
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 15%|█▌        | 18775/122720 [18:39<1:39:29, 17.41it/s]
                                                        

 15%|█▌        | 18775/122720 [18:39<1:39:29, 17.41it/s]
 15%|█▌        | 18777/122720 [18:39<1:40:22, 17.26it/s]
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 15%|█▌        | 18787/122720 [18:39<1:42:03, 16.97it/s]
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 15%|█▌        | 18791/122720 [18:40<1:42:21, 16.92it/s]
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 15%|█▌        | 18799/122720 [18:40<1:43:15, 16.77it/s]
                                                        

 15%|█▌        | 18800/122720 [18:40<1:43:15, 16.77it/s]
 15%|█▌        | 18801/122720 [18:40<1:43:41, 16.70it/s]
 15%|█▌        | 18803/122720 [18:40<1:43:54, 16.67it/s]
 15%|█▌        | 18805/122720 [18:41<1:45:18, 16.45it/s]
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 15%|█▌        | 18809/122720 [18:41<1:49:21, 15.84it/s]
 15%|█▌        | 18811/122720 [18:41<1:48:41, 15.93it/s]
 15%|█▌        | 18813/122720 [18:41<1:48:09, 16.01it/s]
 15%|█▌        | 18815/122720 [18:41<1:49:21, 15.84it/s]
 15%|█▌        | 18817/122720 [18:41<1:48:56, 15.90it/s]
 15%|█▌        | 18819/122720 [18:41<1:48:55, 15.90it/s]
 15%|█▌        | 18821/122720 [18:42<1:48:27, 15.97it/s]
 15%|█▌        | 18823/122720 [18:42<1:48:54, 15.90it/s]
 15%|█▌        | 18825/122720 [18:42<1:49:01, 15.88it/s]
                                                        

 15%|█▌        | 18825/122720 [18:42<1:49:01, 15.88it/s]
 15%|█▌        | 18827/122720 [18:42<1:48:48, 15.91it/s]
 15%|█▌        | 18829/122720 [18:42<1:48:42, 15.93it/s]
 15%|█▌        | 18831/122720 [18:42<1:52:05, 15.45it/s]
 15%|█▌        | 18833/122720 [18:42<1:52:17, 15.42it/s]
 15%|█▌        | 18835/122720 [18:42<1:51:48, 15.49it/s]
 15%|█▌        | 18837/122720 [18:43<1:50:29, 15.67it/s]
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 15%|█▌        | 18841/122720 [18:43<1:50:03, 15.73it/s]
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 15%|█▌        | 18845/122720 [18:43<1:49:14, 15.85it/s]
 15%|█▌        | 18847/122720 [18:43<1:48:51, 15.90it/s]
 15%|█▌        | 18849/122720 [18:43<1:48:39, 15.93it/s]
                                                        

 15%|█▌        | 18850/122720 [18:43<1:48:39, 15.93it/s]
 15%|█▌        | 18851/122720 [18:43<1:47:11, 16.15it/s]
 15%|█▌        | 18853/122720 [18:44<1:45:45, 16.37it/s]
 15%|█▌        | 18855/122720 [18:44<1:44:38, 16.54it/s]
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 15%|█▌        | 18865/122720 [18:44<1:40:34, 17.21it/s]
 15%|█▌        | 18867/122720 [18:44<1:40:13, 17.27it/s]
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 15%|█▌        | 18873/122720 [18:45<1:39:46, 17.35it/s]
 15%|█▌        | 18875/122720 [18:45<1:39:53, 17.33it/s]
                                                        

 15%|█▌        | 18875/122720 [18:45<1:39:53, 17.33it/s]
 15%|█▌        | 18877/122720 [18:45<1:39:58, 17.31it/s]
 15%|█▌        | 18879/122720 [18:45<1:39:41, 17.36it/s]
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 15%|█▌        | 18897/122720 [18:46<1:42:31, 16.88it/s]
 15%|█▌        | 18899/122720 [18:46<1:41:33, 17.04it/s]
                                                        

 15%|█▌        | 18900/122720 [18:46<1:41:33, 17.04it/s]
 15%|█▌        | 18901/122720 [18:46<1:41:32, 17.04it/s]
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 15%|█▌        | 18913/122720 [18:47<1:41:17, 17.08it/s]
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 15%|█▌        | 18917/122720 [18:47<1:43:33, 16.71it/s]
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 15%|█▌        | 18921/122720 [18:48<1:41:46, 17.00it/s]
 15%|█▌        | 18923/122720 [18:48<1:42:02, 16.95it/s]
 15%|█▌        | 18925/122720 [18:48<1:42:36, 16.86it/s]
                                                        

 15%|█▌        | 18925/122720 [18:48<1:42:36, 16.86it/s]
 15%|█▌        | 18927/122720 [18:48<1:42:59, 16.80it/s]
 15%|█▌        | 18929/122720 [18:48<1:42:03, 16.95it/s]
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 15%|█▌        | 18935/122720 [18:48<1:42:20, 16.90it/s]
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 15%|█▌        | 18941/122720 [18:49<1:41:12, 17.09it/s]
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 15%|█▌        | 18945/122720 [18:49<1:40:02, 17.29it/s]
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 15%|█▌        | 18949/122720 [18:49<1:39:52, 17.32it/s]
                                                        

 15%|█▌        | 18950/122720 [18:49<1:39:52, 17.32it/s]
 15%|█▌        | 18951/122720 [18:49<1:40:34, 17.19it/s]
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 15%|█▌        | 18967/122720 [18:50<1:41:35, 17.02it/s]
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 15%|█▌        | 18971/122720 [18:50<1:42:10, 16.92it/s]
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 15%|█▌        | 18975/122720 [18:51<1:45:04, 16.45it/s]
                                                        

 15%|█▌        | 18975/122720 [18:51<1:45:04, 16.45it/s]
 15%|█▌        | 18977/122720 [18:51<1:44:57, 16.47it/s]
 15%|█▌        | 18979/122720 [18:51<1:44:41, 16.52it/s]
 15%|█▌        | 18981/122720 [18:51<1:45:41, 16.36it/s]
 15%|█▌        | 18983/122720 [18:51<1:46:10, 16.28it/s]
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 15%|█▌        | 18999/122720 [18:52<1:49:27, 15.79it/s]
                                                        

 15%|█▌        | 19000/122720 [18:52<1:49:27, 15.79it/s]
 15%|█▌        | 19001/122720 [18:52<1:50:16, 15.67it/s]
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 16%|█▌        | 19025/122720 [18:54<1:46:11, 16.28it/s]
                                                        

 16%|█▌        | 19025/122720 [18:54<1:46:11, 16.28it/s]
 16%|█▌        | 19027/122720 [18:54<1:45:24, 16.40it/s]
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 16%|█▌        | 19049/122720 [18:55<1:40:13, 17.24it/s]
                                                        

 16%|█▌        | 19050/122720 [18:55<1:40:13, 17.24it/s]
 16%|█▌        | 19051/122720 [18:55<1:40:21, 17.22it/s]
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 16%|█▌        | 19071/122720 [18:57<1:42:39, 16.83it/s]
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 16%|█▌        | 19075/122720 [18:57<1:42:07, 16.91it/s]
                                                        

 16%|█▌        | 19075/122720 [18:57<1:42:07, 16.91it/s]
 16%|█▌        | 19077/122720 [18:57<1:42:27, 16.86it/s]
 16%|█▌        | 19079/122720 [18:57<1:41:47, 16.97it/s]
 16%|█▌        | 19081/122720 [18:57<1:41:41, 16.98it/s]
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 16%|█▌        | 19099/122720 [18:58<1:42:32, 16.84it/s]
                                                        

 16%|█▌        | 19100/122720 [18:58<1:42:32, 16.84it/s]
 16%|█▌        | 19101/122720 [18:58<1:42:53, 16.78it/s]
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 16%|█▌        | 19125/122720 [19:00<1:39:40, 17.32it/s]
                                                        

 16%|█▌        | 19125/122720 [19:00<1:39:40, 17.32it/s]
 16%|█▌        | 19127/122720 [19:00<1:39:57, 17.27it/s]
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 16%|█▌        | 19275/122720 [19:09<1:40:11, 17.21it/s]
                                                        

 16%|█▌        | 19275/122720 [19:09<1:40:11, 17.21it/s]
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 16%|█▌        | 19300/122720 [19:10<1:43:16, 16.69it/s]
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 16%|█▌        | 19350/122720 [19:13<1:45:50, 16.28it/s]
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 16%|█▌        | 19375/122720 [19:15<1:42:21, 16.83it/s]
                                                        

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 16%|█▌        | 19400/122720 [19:16<1:39:38, 17.28it/s]
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 16%|█▌        | 19450/122720 [19:19<1:42:27, 16.80it/s]
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 16%|█▋        | 20000/122720 [19:52<1:39:04, 17.28it/s][INFO|trainer.py:1012] 2025-12-17 18:18:35,403 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 18:18:35,408 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 18:18:35,408 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 18:18:35,408 >>   Batch size = 8
+
+
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+
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 17%|█▋        | 20417/122720 [20:19<1:38:21, 17.33it/s]
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 17%|█▋        | 20421/122720 [20:19<1:38:18, 17.34it/s]
 17%|█▋        | 20423/122720 [20:19<1:38:12, 17.36it/s]
 17%|█▋        | 20425/122720 [20:19<1:37:58, 17.40it/s]
                                                        

 17%|█▋        | 20425/122720 [20:19<1:37:58, 17.40it/s]
 17%|█▋        | 20427/122720 [20:19<1:38:10, 17.37it/s]
 17%|█▋        | 20429/122720 [20:19<1:38:06, 17.38it/s]
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 17%|█▋        | 20433/122720 [20:20<1:37:55, 17.41it/s]
 17%|█▋        | 20435/122720 [20:20<1:38:14, 17.35it/s]
 17%|█▋        | 20437/122720 [20:20<1:38:24, 17.32it/s]
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 17%|█▋        | 20449/122720 [20:20<1:38:09, 17.37it/s]
                                                        

 17%|█▋        | 20450/122720 [20:21<1:38:09, 17.37it/s]
 17%|█▋        | 20451/122720 [20:21<1:39:04, 17.20it/s]
 17%|█▋        | 20453/122720 [20:21<1:39:11, 17.18it/s]
 17%|█▋        | 20455/122720 [20:21<1:38:41, 17.27it/s]
 17%|█▋        | 20457/122720 [20:21<1:38:30, 17.30it/s]
 17%|█▋        | 20459/122720 [20:21<1:38:19, 17.33it/s]
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 17%|█▋        | 20463/122720 [20:21<1:38:33, 17.29it/s]
 17%|█▋        | 20465/122720 [20:21<1:38:28, 17.31it/s]
 17%|█▋        | 20467/122720 [20:22<1:38:49, 17.24it/s]
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 17%|█▋        | 20475/122720 [20:22<1:40:39, 16.93it/s]
                                                        

 17%|█▋        | 20475/122720 [20:22<1:40:39, 16.93it/s]
 17%|█▋        | 20477/122720 [20:22<1:40:54, 16.89it/s]
 17%|█▋        | 20479/122720 [20:22<1:40:34, 16.94it/s]
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 17%|█▋        | 20495/122720 [20:23<1:42:39, 16.60it/s]
 17%|█▋        | 20497/122720 [20:23<1:42:19, 16.65it/s]
 17%|█▋        | 20499/122720 [20:23<1:42:22, 16.64it/s]
                                                        

 17%|█▋        | 20500/122720 [20:24<1:42:22, 16.64it/s]
 17%|█▋        | 20501/122720 [20:24<1:42:33, 16.61it/s]
 17%|█▋        | 20503/122720 [20:24<1:42:13, 16.66it/s]
 17%|█▋        | 20505/122720 [20:24<1:42:04, 16.69it/s]
 17%|█▋        | 20507/122720 [20:24<1:42:15, 16.66it/s]
 17%|█▋        | 20509/122720 [20:24<1:41:56, 16.71it/s]
 17%|█▋        | 20511/122720 [20:24<1:42:08, 16.68it/s]
 17%|█▋        | 20513/122720 [20:24<1:42:15, 16.66it/s]
 17%|█▋        | 20515/122720 [20:24<1:43:00, 16.54it/s]
 17%|█▋        | 20517/122720 [20:25<1:42:56, 16.55it/s]
 17%|█▋        | 20519/122720 [20:25<1:42:37, 16.60it/s]
 17%|█▋        | 20521/122720 [20:25<1:42:42, 16.58it/s]
 17%|█▋        | 20523/122720 [20:25<1:42:36, 16.60it/s]
 17%|█▋        | 20525/122720 [20:25<1:42:24, 16.63it/s]
                                                        

 17%|█▋        | 20525/122720 [20:25<1:42:24, 16.63it/s]
 17%|█▋        | 20527/122720 [20:25<1:42:20, 16.64it/s]
 17%|█▋        | 20529/122720 [20:25<1:42:10, 16.67it/s]
 17%|█▋        | 20531/122720 [20:25<1:42:13, 16.66it/s]
 17%|█▋        | 20533/122720 [20:25<1:42:46, 16.57it/s]
 17%|█▋        | 20535/122720 [20:26<1:43:10, 16.51it/s]
 17%|█▋        | 20537/122720 [20:26<1:42:43, 16.58it/s]
 17%|█▋        | 20539/122720 [20:26<1:42:29, 16.62it/s]
 17%|█▋        | 20541/122720 [20:26<1:43:05, 16.52it/s]
 17%|█▋        | 20543/122720 [20:26<1:43:52, 16.39it/s]
 17%|█▋        | 20545/122720 [20:26<1:43:57, 16.38it/s]
 17%|█▋        | 20547/122720 [20:26<1:43:04, 16.52it/s]
 17%|█▋        | 20549/122720 [20:26<1:43:02, 16.53it/s]
                                                        

 17%|█▋        | 20550/122720 [20:27<1:43:02, 16.53it/s]
 17%|█▋        | 20551/122720 [20:27<1:42:51, 16.56it/s]
 17%|█▋        | 20553/122720 [20:27<1:42:15, 16.65it/s]
 17%|█▋        | 20555/122720 [20:27<1:41:36, 16.76it/s]
 17%|█▋        | 20557/122720 [20:27<1:41:26, 16.78it/s]
 17%|█▋        | 20559/122720 [20:27<1:40:27, 16.95it/s]
 17%|█▋        | 20561/122720 [20:27<1:40:20, 16.97it/s]
 17%|█▋        | 20563/122720 [20:27<1:39:40, 17.08it/s]
 17%|█▋        | 20565/122720 [20:27<1:39:33, 17.10it/s]
 17%|█▋        | 20567/122720 [20:28<1:40:05, 17.01it/s]
 17%|█▋        | 20569/122720 [20:28<1:39:14, 17.15it/s]
 17%|█▋        | 20571/122720 [20:28<1:38:57, 17.20it/s]
 17%|█▋        | 20573/122720 [20:28<1:38:57, 17.20it/s]
 17%|█▋        | 20575/122720 [20:28<1:38:57, 17.20it/s]
                                                        

 17%|█▋        | 20575/122720 [20:28<1:38:57, 17.20it/s]
 17%|█▋        | 20577/122720 [20:28<1:38:50, 17.22it/s]
 17%|█▋        | 20579/122720 [20:28<1:38:38, 17.26it/s]
 17%|█▋        | 20581/122720 [20:28<1:38:16, 17.32it/s]
 17%|█▋        | 20583/122720 [20:28<1:37:53, 17.39it/s]
 17%|█▋        | 20585/122720 [20:29<1:38:11, 17.34it/s]
 17%|█▋        | 20587/122720 [20:29<1:38:30, 17.28it/s]
 17%|█▋        | 20589/122720 [20:29<1:38:22, 17.30it/s]
 17%|█▋        | 20591/122720 [20:29<1:38:34, 17.27it/s]
 17%|█▋        | 20593/122720 [20:29<1:38:30, 17.28it/s]
 17%|█▋        | 20595/122720 [20:29<1:38:06, 17.35it/s]
 17%|█▋        | 20597/122720 [20:29<1:38:31, 17.27it/s]
 17%|█▋        | 20599/122720 [20:29<1:38:15, 17.32it/s]
                                                        

 17%|█▋        | 20600/122720 [20:29<1:38:15, 17.32it/s]
 17%|█▋        | 20601/122720 [20:29<1:38:46, 17.23it/s]
 17%|█▋        | 20603/122720 [20:30<1:39:13, 17.15it/s]
 17%|█▋        | 20605/122720 [20:30<1:39:49, 17.05it/s]
 17%|█▋        | 20607/122720 [20:30<1:39:14, 17.15it/s]
 17%|█▋        | 20609/122720 [20:30<1:39:21, 17.13it/s]
 17%|█▋        | 20611/122720 [20:30<1:39:27, 17.11it/s]
 17%|█▋        | 20613/122720 [20:30<1:39:24, 17.12it/s]
 17%|█▋        | 20615/122720 [20:30<1:39:24, 17.12it/s]
 17%|█▋        | 20617/122720 [20:30<1:39:35, 17.09it/s]
 17%|█▋        | 20619/122720 [20:31<1:40:35, 16.92it/s]
 17%|█▋        | 20621/122720 [20:31<1:40:27, 16.94it/s]
 17%|█▋        | 20623/122720 [20:31<1:40:27, 16.94it/s]
 17%|█▋        | 20625/122720 [20:31<1:40:17, 16.97it/s]
                                                        

 17%|█▋        | 20625/122720 [20:31<1:40:17, 16.97it/s]
 17%|█▋        | 20627/122720 [20:31<1:40:09, 16.99it/s]
 17%|█▋        | 20629/122720 [20:31<1:39:31, 17.10it/s]
 17%|█▋        | 20631/122720 [20:31<1:39:16, 17.14it/s]
 17%|█▋        | 20633/122720 [20:31<1:39:05, 17.17it/s]
 17%|█▋        | 20635/122720 [20:31<1:39:08, 17.16it/s]
 17%|█▋        | 20637/122720 [20:32<1:38:56, 17.20it/s]
 17%|█▋        | 20639/122720 [20:32<1:38:21, 17.30it/s]
 17%|█▋        | 20641/122720 [20:32<1:38:13, 17.32it/s]
 17%|█▋        | 20643/122720 [20:32<1:38:41, 17.24it/s]
 17%|█▋        | 20645/122720 [20:32<1:38:26, 17.28it/s]
 17%|█▋        | 20647/122720 [20:32<1:39:07, 17.16it/s]
 17%|█▋        | 20649/122720 [20:32<1:39:02, 17.18it/s]
                                                        

 17%|█▋        | 20650/122720 [20:32<1:39:02, 17.18it/s]
 17%|█▋        | 20651/122720 [20:32<1:39:45, 17.05it/s]
 17%|█▋        | 20653/122720 [20:33<1:39:56, 17.02it/s]
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 17%|█▋        | 20659/122720 [20:33<1:38:53, 17.20it/s]
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 17%|█▋        | 20667/122720 [20:33<1:42:21, 16.62it/s]
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 17%|█▋        | 20671/122720 [20:34<1:43:59, 16.35it/s]
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 17%|█▋        | 20675/122720 [20:34<1:43:56, 16.36it/s]
                                                        

 17%|█▋        | 20675/122720 [20:34<1:43:56, 16.36it/s]
 17%|█▋        | 20677/122720 [20:34<1:44:22, 16.29it/s]
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 17%|█▋        | 20687/122720 [20:35<1:44:24, 16.29it/s]
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 17%|█▋        | 20697/122720 [20:35<1:48:10, 15.72it/s]
 17%|█▋        | 20699/122720 [20:35<1:48:26, 15.68it/s]
                                                        

 17%|█▋        | 20700/122720 [20:35<1:48:26, 15.68it/s]
 17%|█▋        | 20701/122720 [20:35<1:48:57, 15.60it/s]
 17%|█▋        | 20703/122720 [20:36<1:49:33, 15.52it/s]
 17%|█▋        | 20705/122720 [20:36<1:49:26, 15.54it/s]
 17%|█▋        | 20707/122720 [20:36<1:50:36, 15.37it/s]
 17%|█▋        | 20709/122720 [20:36<1:50:25, 15.40it/s]
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 17%|█▋        | 20715/122720 [20:36<1:49:58, 15.46it/s]
 17%|█▋        | 20717/122720 [20:37<1:49:37, 15.51it/s]
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 17%|█▋        | 20721/122720 [20:37<1:49:38, 15.50it/s]
 17%|█▋        | 20723/122720 [20:37<1:50:14, 15.42it/s]
 17%|█▋        | 20725/122720 [20:37<1:49:34, 15.51it/s]
                                                        

 17%|█▋        | 20725/122720 [20:37<1:49:34, 15.51it/s]
 17%|█▋        | 20727/122720 [20:37<1:49:26, 15.53it/s]
 17%|█▋        | 20729/122720 [20:37<1:48:42, 15.64it/s]
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 17%|█▋        | 20733/122720 [20:38<1:48:21, 15.69it/s]
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 17%|█▋        | 20749/122720 [20:39<1:45:20, 16.13it/s]
                                                        

 17%|█▋        | 20750/122720 [20:39<1:45:20, 16.13it/s]
 17%|█▋        | 20751/122720 [20:39<1:45:32, 16.10it/s]
 17%|█▋        | 20753/122720 [20:39<1:44:56, 16.19it/s]
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 17%|█▋        | 20775/122720 [20:40<1:38:28, 17.25it/s]
                                                        

 17%|█▋        | 20775/122720 [20:40<1:38:28, 17.25it/s]
 17%|█▋        | 20777/122720 [20:40<1:38:24, 17.26it/s]
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 17%|█▋        | 20799/122720 [20:41<1:40:56, 16.83it/s]
                                                        

 17%|█▋        | 20800/122720 [20:42<1:40:56, 16.83it/s]
 17%|█▋        | 20801/122720 [20:42<1:40:27, 16.91it/s]
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 17%|█▋        | 20825/122720 [20:43<1:39:10, 17.12it/s]
                                                        

 17%|█▋        | 20825/122720 [20:43<1:39:10, 17.12it/s]
 17%|█▋        | 20827/122720 [20:43<1:38:45, 17.20it/s]
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 17%|█▋        | 20849/122720 [20:44<1:38:41, 17.20it/s]
                                                        

 17%|█▋        | 20850/122720 [20:44<1:38:41, 17.20it/s]
 17%|█▋        | 20851/122720 [20:45<1:40:11, 16.95it/s]
 17%|█▋        | 20853/122720 [20:45<1:40:56, 16.82it/s]
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 17%|█▋        | 20867/122720 [20:46<1:46:58, 15.87it/s]
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 17%|█▋        | 20873/122720 [20:46<1:46:03, 16.00it/s]
 17%|█▋        | 20875/122720 [20:46<1:46:52, 15.88it/s]
                                                        

 17%|█▋        | 20875/122720 [20:46<1:46:52, 15.88it/s]
 17%|█▋        | 20877/122720 [20:46<1:47:05, 15.85it/s]
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 17%|█▋        | 20899/122720 [20:48<1:46:41, 15.91it/s]
                                                        

 17%|█▋        | 20900/122720 [20:48<1:46:40, 15.91it/s]
 17%|█▋        | 20901/122720 [20:48<1:46:30, 15.93it/s]
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 17%|█▋        | 20921/122720 [20:49<1:45:12, 16.13it/s]
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 17%|█▋        | 20925/122720 [20:49<1:46:11, 15.98it/s]
                                                        

 17%|█▋        | 20925/122720 [20:49<1:46:11, 15.98it/s]
 17%|█▋        | 20927/122720 [20:49<1:46:07, 15.99it/s]
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 17%|█▋        | 20949/122720 [20:51<1:45:23, 16.09it/s]
                                                        

 17%|█▋        | 20950/122720 [20:51<1:45:23, 16.09it/s]
 17%|█▋        | 20951/122720 [20:51<1:45:24, 16.09it/s]
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 17%|█▋        | 20971/122720 [20:52<1:40:33, 16.86it/s]
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 17%|█▋        | 20975/122720 [20:52<1:40:07, 16.94it/s]
                                                        

 17%|█▋        | 20975/122720 [20:52<1:40:07, 16.94it/s]
 17%|█▋        | 20977/122720 [20:52<1:39:56, 16.97it/s]
 17%|█▋        | 20979/122720 [20:52<1:41:01, 16.78it/s]
 17%|█▋        | 20981/122720 [20:53<1:41:03, 16.78it/s]
 17%|█▋        | 20983/122720 [20:53<1:40:46, 16.83it/s]
 17%|█▋        | 20985/122720 [20:53<1:40:09, 16.93it/s]
 17%|█▋        | 20987/122720 [20:53<1:39:29, 17.04it/s]
 17%|█▋        | 20989/122720 [20:53<1:39:06, 17.11it/s]
 17%|█▋        | 20991/122720 [20:53<1:38:53, 17.15it/s]
 17%|█▋        | 20993/122720 [20:53<1:38:11, 17.27it/s]
 17%|█▋        | 20995/122720 [20:53<1:38:23, 17.23it/s]
 17%|█▋        | 20997/122720 [20:54<1:38:21, 17.24it/s]
 17%|█▋        | 20999/122720 [20:54<1:38:27, 17.22it/s]
                                                        

 17%|█▋        | 21000/122720 [20:54<1:38:27, 17.22it/s]
 17%|█▋        | 21001/122720 [20:54<1:38:49, 17.15it/s]
 17%|█▋        | 21003/122720 [20:54<1:38:36, 17.19it/s]
 17%|█▋        | 21005/122720 [20:54<1:38:37, 17.19it/s]
 17%|█▋        | 21007/122720 [20:54<1:38:37, 17.19it/s]
 17%|█▋        | 21009/122720 [20:54<1:38:31, 17.21it/s]
 17%|█▋        | 21011/122720 [20:54<1:38:09, 17.27it/s]
 17%|█▋        | 21013/122720 [20:54<1:37:56, 17.31it/s]
 17%|█▋        | 21015/122720 [20:55<1:38:02, 17.29it/s]
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 17%|█▋        | 21021/122720 [20:55<1:43:00, 16.45it/s]
 17%|█▋        | 21023/122720 [20:55<1:43:25, 16.39it/s]
 17%|█▋        | 21025/122720 [20:55<1:43:27, 16.38it/s]
                                                        

 17%|█▋        | 21025/122720 [20:55<1:43:27, 16.38it/s]
 17%|█▋        | 21027/122720 [20:55<1:44:29, 16.22it/s]
 17%|█▋        | 21029/122720 [20:55<1:43:58, 16.30it/s]
 17%|█▋        | 21031/122720 [20:56<1:45:10, 16.11it/s]
 17%|█▋        | 21033/122720 [20:56<1:44:12, 16.26it/s]
 17%|█▋        | 21035/122720 [20:56<1:43:55, 16.31it/s]
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 17%|█▋        | 21049/122720 [20:57<1:42:34, 16.52it/s]
                                                        

 17%|█▋        | 21050/122720 [20:57<1:42:34, 16.52it/s]
 17%|█▋        | 21051/122720 [20:57<1:43:33, 16.36it/s]
 17%|█▋        | 21053/122720 [20:57<1:44:07, 16.27it/s]
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 17%|█▋        | 21057/122720 [20:57<1:44:39, 16.19it/s]
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 17%|█▋        | 21067/122720 [20:58<1:44:07, 16.27it/s]
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 17%|█▋        | 21071/122720 [20:58<1:43:42, 16.33it/s]
 17%|█▋        | 21073/122720 [20:58<1:43:45, 16.33it/s]
 17%|█▋        | 21075/122720 [20:58<1:43:34, 16.36it/s]
                                                        

 17%|█▋        | 21075/122720 [20:58<1:43:34, 16.36it/s]
 17%|█▋        | 21077/122720 [20:58<1:43:46, 16.32it/s]
 17%|█▋        | 21079/122720 [20:58<1:44:00, 16.29it/s]
 17%|█▋        | 21081/122720 [20:59<1:43:29, 16.37it/s]
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 17%|█▋        | 21087/122720 [20:59<1:43:04, 16.43it/s]
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 17%|█▋        | 21091/122720 [20:59<1:44:09, 16.26it/s]
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 17%|█▋        | 21095/122720 [20:59<1:46:19, 15.93it/s]
 17%|█▋        | 21097/122720 [21:00<1:46:40, 15.88it/s]
 17%|█▋        | 21099/122720 [21:00<1:46:49, 15.86it/s]
                                                        

 17%|█▋        | 21100/122720 [21:00<1:46:49, 15.86it/s]
 17%|█▋        | 21101/122720 [21:00<1:47:26, 15.76it/s]
 17%|█▋        | 21103/122720 [21:00<1:47:39, 15.73it/s]
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 17%|█▋        | 21113/122720 [21:01<1:49:12, 15.51it/s]
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 17%|█▋        | 21121/122720 [21:01<1:49:07, 15.52it/s]
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 17%|█▋        | 21125/122720 [21:01<1:48:29, 15.61it/s]
                                                        

 17%|█▋        | 21125/122720 [21:01<1:48:29, 15.61it/s]
 17%|█▋        | 21127/122720 [21:02<1:49:03, 15.53it/s]
 17%|█▋        | 21129/122720 [21:02<1:48:11, 15.65it/s]
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 17%|█▋        | 21149/122720 [21:03<1:40:32, 16.84it/s]
                                                        

 17%|█▋        | 21150/122720 [21:03<1:40:32, 16.84it/s]
 17%|█▋        | 21151/122720 [21:03<1:40:28, 16.85it/s]
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 17%|█▋        | 21167/122720 [21:04<1:38:54, 17.11it/s]
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 17%|█▋        | 21171/122720 [21:04<1:38:26, 17.19it/s]
 17%|█▋        | 21173/122720 [21:04<1:37:49, 17.30it/s]
 17%|█▋        | 21175/122720 [21:04<1:37:48, 17.30it/s]
                                                        

 17%|█▋        | 21175/122720 [21:04<1:37:48, 17.30it/s]
 17%|█▋        | 21177/122720 [21:05<1:37:55, 17.28it/s]
 17%|█▋        | 21179/122720 [21:05<1:38:15, 17.22it/s]
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 17%|█▋        | 21199/122720 [21:06<1:40:05, 16.90it/s]
                                                        

 17%|█▋        | 21200/122720 [21:06<1:40:05, 16.90it/s]
 17%|█▋        | 21201/122720 [21:06<1:39:39, 16.98it/s]
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 17%|█▋        | 21207/122720 [21:06<1:38:33, 17.17it/s]
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 17%|█▋        | 21225/122720 [21:07<1:39:41, 16.97it/s]
                                                        

 17%|█▋        | 21225/122720 [21:07<1:39:41, 16.97it/s]
 17%|█▋        | 21227/122720 [21:07<1:39:58, 16.92it/s]
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 17%|█▋        | 21249/122720 [21:09<1:37:50, 17.29it/s]
                                                        

 17%|█▋        | 21250/122720 [21:09<1:37:49, 17.29it/s]
 17%|█▋        | 21251/122720 [21:09<1:38:41, 17.14it/s]
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 17%|█▋        | 21275/122720 [21:10<1:46:52, 15.82it/s]
                                                        

 17%|█▋        | 21275/122720 [21:10<1:46:52, 15.82it/s]
 17%|█▋        | 21277/122720 [21:10<1:47:08, 15.78it/s]
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 17%|█▋        | 21287/122720 [21:11<1:48:13, 15.62it/s]
 17%|█▋        | 21289/122720 [21:11<1:48:12, 15.62it/s]
 17%|█▋        | 21291/122720 [21:11<1:47:57, 15.66it/s]
 17%|█▋        | 21293/122720 [21:11<1:47:45, 15.69it/s]
 17%|█▋        | 21295/122720 [21:12<1:47:10, 15.77it/s]
 17%|█▋        | 21297/122720 [21:12<1:46:13, 15.91it/s]
 17%|█▋        | 21299/122720 [21:12<1:46:43, 15.84it/s]
                                                        

 17%|█▋        | 21300/122720 [21:12<1:46:43, 15.84it/s]
 17%|█▋        | 21301/122720 [21:12<1:46:40, 15.85it/s]
 17%|█▋        | 21303/122720 [21:12<1:46:58, 15.80it/s]
 17%|█▋        | 21305/122720 [21:12<1:46:22, 15.89it/s]
 17%|█▋        | 21307/122720 [21:12<1:46:18, 15.90it/s]
 17%|█▋        | 21309/122720 [21:13<1:46:26, 15.88it/s]
 17%|█▋        | 21311/122720 [21:13<1:45:37, 16.00it/s]
 17%|█▋        | 21313/122720 [21:13<1:45:26, 16.03it/s]
 17%|█▋        | 21315/122720 [21:13<1:45:23, 16.04it/s]
 17%|█▋        | 21317/122720 [21:13<1:45:01, 16.09it/s]
 17%|█▋        | 21319/122720 [21:13<1:44:40, 16.14it/s]
 17%|█▋        | 21321/122720 [21:13<1:44:26, 16.18it/s]
 17%|█▋        | 21323/122720 [21:13<1:44:36, 16.15it/s]
 17%|█▋        | 21325/122720 [21:13<1:44:39, 16.15it/s]
                                                        

 17%|█▋        | 21325/122720 [21:13<1:44:39, 16.15it/s]
 17%|█▋        | 21327/122720 [21:14<1:44:47, 16.13it/s]
 17%|█▋        | 21329/122720 [21:14<1:44:27, 16.18it/s]
 17%|█▋        | 21331/122720 [21:14<1:44:42, 16.14it/s]
 17%|█▋        | 21333/122720 [21:14<1:45:25, 16.03it/s]
 17%|█▋        | 21335/122720 [21:14<1:45:15, 16.05it/s]
 17%|█▋        | 21337/122720 [21:14<1:45:26, 16.02it/s]
 17%|█▋        | 21339/122720 [21:14<1:45:27, 16.02it/s]
 17%|█▋        | 21341/122720 [21:14<1:45:39, 15.99it/s]
 17%|█▋        | 21343/122720 [21:15<1:45:33, 16.01it/s]
 17%|█▋        | 21345/122720 [21:15<1:45:18, 16.05it/s]
 17%|█▋        | 21347/122720 [21:15<1:45:07, 16.07it/s]
 17%|█▋        | 21349/122720 [21:15<1:44:40, 16.14it/s]
                                                        

 17%|█▋        | 21350/122720 [21:15<1:44:40, 16.14it/s]
 17%|█▋        | 21351/122720 [21:15<1:45:07, 16.07it/s]
 17%|█▋        | 21353/122720 [21:15<1:45:05, 16.08it/s]
 17%|█▋        | 21355/122720 [21:15<1:45:02, 16.08it/s]
 17%|█▋        | 21357/122720 [21:15<1:44:50, 16.11it/s]
 17%|█▋        | 21359/122720 [21:16<1:44:57, 16.10it/s]
 17%|█▋        | 21361/122720 [21:16<1:44:22, 16.19it/s]
 17%|█▋        | 21363/122720 [21:16<1:44:04, 16.23it/s]
 17%|█▋        | 21365/122720 [21:16<1:44:16, 16.20it/s]
 17%|█▋        | 21367/122720 [21:16<1:43:37, 16.30it/s]
 17%|█▋        | 21369/122720 [21:16<1:43:03, 16.39it/s]
 17%|█▋        | 21371/122720 [21:16<1:41:59, 16.56it/s]
 17%|█▋        | 21373/122720 [21:16<1:40:36, 16.79it/s]
 17%|█▋        | 21375/122720 [21:17<1:40:07, 16.87it/s]
                                                        

 17%|█▋        | 21375/122720 [21:17<1:40:07, 16.87it/s]
 17%|█▋        | 21377/122720 [21:17<1:39:36, 16.96it/s]
 17%|█▋        | 21379/122720 [21:17<1:39:06, 17.04it/s]
 17%|█▋        | 21381/122720 [21:17<1:38:27, 17.16it/s]
 17%|█▋        | 21383/122720 [21:17<1:38:07, 17.21it/s]
 17%|█▋        | 21385/122720 [21:17<1:38:08, 17.21it/s]
 17%|█▋        | 21387/122720 [21:17<1:38:16, 17.19it/s]
 17%|█▋        | 21389/122720 [21:17<1:38:38, 17.12it/s]
 17%|█▋        | 21391/122720 [21:17<1:38:52, 17.08it/s]
 17%|█▋        | 21393/122720 [21:18<1:38:37, 17.12it/s]
 17%|█▋        | 21395/122720 [21:18<1:38:01, 17.23it/s]
 17%|█▋        | 21397/122720 [21:18<1:37:59, 17.23it/s]
 17%|█▋        | 21399/122720 [21:18<1:37:51, 17.26it/s]
                                                        

 17%|█▋        | 21400/122720 [21:18<1:37:51, 17.26it/s]
 17%|█▋        | 21401/122720 [21:18<1:37:56, 17.24it/s]
 17%|█▋        | 21403/122720 [21:18<1:37:33, 17.31it/s]
 17%|█▋        | 21405/122720 [21:18<1:37:52, 17.25it/s]
 17%|█▋        | 21407/122720 [21:18<1:38:40, 17.11it/s]
 17%|█▋        | 21409/122720 [21:19<1:38:27, 17.15it/s]
 17%|█▋        | 21411/122720 [21:19<1:38:27, 17.15it/s]
 17%|█▋        | 21413/122720 [21:19<1:38:12, 17.19it/s]
 17%|█▋        | 21415/122720 [21:19<1:38:02, 17.22it/s]
 17%|█▋        | 21417/122720 [21:19<1:38:11, 17.20it/s]
 17%|█▋        | 21419/122720 [21:19<1:38:01, 17.22it/s]
 17%|█▋        | 21421/122720 [21:19<1:38:33, 17.13it/s]
 17%|█▋        | 21423/122720 [21:19<1:40:22, 16.82it/s]
 17%|█▋        | 21425/122720 [21:19<1:41:29, 16.63it/s]
                                                        

 17%|█▋        | 21425/122720 [21:19<1:41:29, 16.63it/s]
 17%|█▋        | 21427/122720 [21:20<1:42:22, 16.49it/s]
 17%|█▋        | 21429/122720 [21:20<1:43:00, 16.39it/s]
 17%|█▋        | 21431/122720 [21:20<1:43:04, 16.38it/s]
 17%|█▋        | 21433/122720 [21:20<1:43:31, 16.31it/s]
 17%|█▋        | 21435/122720 [21:20<1:43:57, 16.24it/s]
 17%|█▋        | 21437/122720 [21:20<1:43:36, 16.29it/s]
 17%|█▋        | 21439/122720 [21:20<1:43:12, 16.36it/s]
 17%|█▋        | 21441/122720 [21:20<1:43:18, 16.34it/s]
 17%|█▋        | 21443/122720 [21:21<1:44:07, 16.21it/s]
 17%|█▋        | 21445/122720 [21:21<1:44:03, 16.22it/s]
 17%|█▋        | 21447/122720 [21:21<1:43:14, 16.35it/s]
 17%|█▋        | 21449/122720 [21:21<1:42:06, 16.53it/s]
                                                        

 17%|█▋        | 21450/122720 [21:21<1:42:06, 16.53it/s]
 17%|█▋        | 21451/122720 [21:21<1:41:54, 16.56it/s]
 17%|█▋        | 21453/122720 [21:21<1:41:03, 16.70it/s]
 17%|█▋        | 21455/122720 [21:21<1:40:24, 16.81it/s]
 17%|█▋        | 21457/122720 [21:21<1:39:22, 16.98it/s]
 17%|█▋        | 21459/122720 [21:22<1:39:12, 17.01it/s]
 17%|█▋        | 21461/122720 [21:22<1:39:01, 17.04it/s]
 17%|█▋        | 21463/122720 [21:22<1:38:23, 17.15it/s]
 17%|█▋        | 21465/122720 [21:22<1:38:01, 17.22it/s]
 17%|█▋        | 21467/122720 [21:22<1:37:54, 17.24it/s]
 17%|█▋        | 21469/122720 [21:22<1:37:59, 17.22it/s]
 17%|█▋        | 21471/122720 [21:22<1:37:54, 17.24it/s]
 17%|█▋        | 21473/122720 [21:22<1:38:18, 17.17it/s]
 17%|█▋        | 21475/122720 [21:22<1:38:13, 17.18it/s]
                                                        

 17%|█▋        | 21475/122720 [21:22<1:38:13, 17.18it/s]
 18%|█▊        | 21477/122720 [21:23<1:38:16, 17.17it/s]
 18%|█▊        | 21479/122720 [21:23<1:39:33, 16.95it/s]
 18%|█▊        | 21481/122720 [21:23<1:40:06, 16.86it/s]
 18%|█▊        | 21483/122720 [21:23<1:40:19, 16.82it/s]
 18%|█▊        | 21485/122720 [21:23<1:40:47, 16.74it/s]
 18%|█▊        | 21487/122720 [21:23<1:41:40, 16.59it/s]
 18%|█▊        | 21489/122720 [21:23<1:41:42, 16.59it/s]
 18%|█▊        | 21491/122720 [21:23<1:41:47, 16.58it/s]
 18%|█▊        | 21493/122720 [21:24<1:42:10, 16.51it/s]
 18%|█▊        | 21495/122720 [21:24<1:42:20, 16.49it/s]
 18%|█▊        | 21497/122720 [21:24<1:42:17, 16.49it/s]
 18%|█▊        | 21499/122720 [21:24<1:43:09, 16.35it/s]
                                                        

 18%|█▊        | 21500/122720 [21:24<1:43:09, 16.35it/s]
 18%|█▊        | 21501/122720 [21:24<1:45:00, 16.06it/s]
 18%|█▊        | 21503/122720 [21:24<1:46:38, 15.82it/s]
 18%|█▊        | 21505/122720 [21:24<1:47:44, 15.66it/s]
 18%|█▊        | 21507/122720 [21:24<1:47:54, 15.63it/s]
 18%|█▊        | 21509/122720 [21:25<1:47:54, 15.63it/s]
 18%|█▊        | 21511/122720 [21:25<1:48:39, 15.52it/s]
 18%|█▊        | 21513/122720 [21:25<1:48:53, 15.49it/s]
 18%|█▊        | 21515/122720 [21:25<1:49:19, 15.43it/s]
 18%|█▊        | 21517/122720 [21:25<1:49:27, 15.41it/s]
 18%|█▊        | 21519/122720 [21:25<1:50:31, 15.26it/s]
 18%|█▊        | 21521/122720 [21:25<1:50:58, 15.20it/s]
 18%|█▊        | 21523/122720 [21:25<1:50:59, 15.20it/s]
 18%|█▊        | 21525/122720 [21:26<1:51:39, 15.10it/s]
                                                        

 18%|█▊        | 21525/122720 [21:26<1:51:39, 15.10it/s]
 18%|█▊        | 21527/122720 [21:26<1:51:28, 15.13it/s]
 18%|█▊        | 21529/122720 [21:26<1:50:55, 15.20it/s]
 18%|█▊        | 21531/122720 [21:26<1:50:26, 15.27it/s]
 18%|█▊        | 21533/122720 [21:26<1:50:12, 15.30it/s]
 18%|█▊        | 21535/122720 [21:26<1:50:48, 15.22it/s]
 18%|█▊        | 21537/122720 [21:26<1:51:42, 15.10it/s]
 18%|█▊        | 21539/122720 [21:27<1:51:07, 15.17it/s]
 18%|█▊        | 21541/122720 [21:27<1:50:17, 15.29it/s]
 18%|█▊        | 21543/122720 [21:27<1:49:21, 15.42it/s]
 18%|█▊        | 21545/122720 [21:27<1:48:22, 15.56it/s]
 18%|█▊        | 21547/122720 [21:27<1:48:00, 15.61it/s]
 18%|█▊        | 21549/122720 [21:27<1:47:30, 15.68it/s]
                                                        

 18%|█▊        | 21550/122720 [21:27<1:47:30, 15.68it/s]
 18%|█▊        | 21551/122720 [21:27<1:47:42, 15.65it/s]
 18%|█▊        | 21553/122720 [21:27<1:48:25, 15.55it/s]
 18%|█▊        | 21555/122720 [21:28<1:49:02, 15.46it/s]
 18%|█▊        | 21557/122720 [21:28<1:47:49, 15.64it/s]
 18%|█▊        | 21559/122720 [21:28<1:47:04, 15.75it/s]
 18%|█▊        | 21561/122720 [21:28<1:46:50, 15.78it/s]
 18%|█▊        | 21563/122720 [21:28<1:46:47, 15.79it/s]
 18%|█▊        | 21565/122720 [21:28<1:46:21, 15.85it/s]
 18%|█▊        | 21567/122720 [21:28<1:47:04, 15.75it/s]
 18%|█▊        | 21569/122720 [21:28<1:47:48, 15.64it/s]
 18%|█▊        | 21571/122720 [21:29<1:47:16, 15.72it/s]
 18%|█▊        | 21573/122720 [21:29<1:46:59, 15.76it/s]
 18%|█▊        | 21575/122720 [21:29<1:46:45, 15.79it/s]
                                                        

 18%|█▊        | 21575/122720 [21:29<1:46:45, 15.79it/s]
 18%|█▊        | 21577/122720 [21:29<1:47:00, 15.75it/s]
 18%|█▊        | 21579/122720 [21:29<1:46:49, 15.78it/s]
 18%|█▊        | 21581/122720 [21:29<1:46:28, 15.83it/s]
 18%|█▊        | 21583/122720 [21:29<1:45:26, 15.99it/s]
 18%|█▊        | 21585/122720 [21:29<1:44:06, 16.19it/s]
 18%|█▊        | 21587/122720 [21:30<1:43:44, 16.25it/s]
 18%|█▊        | 21589/122720 [21:30<1:42:48, 16.40it/s]
 18%|█▊        | 21591/122720 [21:30<1:42:08, 16.50it/s]
 18%|█▊        | 21593/122720 [21:30<1:41:30, 16.61it/s]
 18%|█▊        | 21595/122720 [21:30<1:40:38, 16.75it/s]
 18%|█▊        | 21597/122720 [21:30<1:41:04, 16.68it/s]
 18%|█▊        | 21599/122720 [21:30<1:41:37, 16.58it/s]
                                                        

 18%|█▊        | 21600/122720 [21:30<1:41:37, 16.58it/s]
 18%|█▊        | 21601/122720 [21:30<1:42:45, 16.40it/s]
 18%|█▊        | 21603/122720 [21:31<1:42:35, 16.43it/s]
 18%|█▊        | 21605/122720 [21:31<1:42:53, 16.38it/s]
 18%|█▊        | 21607/122720 [21:31<1:42:08, 16.50it/s]
 18%|█▊        | 21609/122720 [21:31<1:41:26, 16.61it/s]
 18%|█▊        | 21611/122720 [21:31<1:41:08, 16.66it/s]
 18%|█▊        | 21613/122720 [21:31<1:40:45, 16.72it/s]
 18%|█▊        | 21615/122720 [21:31<1:40:09, 16.82it/s]
 18%|█▊        | 21617/122720 [21:31<1:39:15, 16.98it/s]
 18%|█▊        | 21619/122720 [21:31<1:38:48, 17.05it/s]
 18%|█▊        | 21621/122720 [21:32<1:38:10, 17.16it/s]
 18%|█▊        | 21623/122720 [21:32<1:37:56, 17.20it/s]
 18%|█▊        | 21625/122720 [21:32<1:37:45, 17.23it/s]
                                                        

 18%|█▊        | 21625/122720 [21:32<1:37:45, 17.23it/s]
 18%|█▊        | 21627/122720 [21:32<1:37:52, 17.22it/s]
 18%|█▊        | 21629/122720 [21:32<1:38:05, 17.18it/s]
 18%|█▊        | 21631/122720 [21:32<1:38:33, 17.10it/s]
 18%|█▊        | 21633/122720 [21:32<1:38:23, 17.12it/s]
 18%|█▊        | 21635/122720 [21:32<1:39:05, 17.00it/s]
 18%|█▊        | 21637/122720 [21:33<1:39:17, 16.97it/s]
 18%|█▊        | 21639/122720 [21:33<1:38:35, 17.09it/s]
 18%|█▊        | 21641/122720 [21:33<1:38:04, 17.18it/s]
 18%|█▊        | 21643/122720 [21:33<1:38:08, 17.17it/s]
 18%|█▊        | 21645/122720 [21:33<1:37:53, 17.21it/s]
 18%|█▊        | 21647/122720 [21:33<1:38:02, 17.18it/s]
 18%|█▊        | 21649/122720 [21:33<1:37:51, 17.21it/s]
                                                        

 18%|█▊        | 21650/122720 [21:33<1:37:51, 17.21it/s]
 18%|█▊        | 21651/122720 [21:33<1:38:02, 17.18it/s]
 18%|█▊        | 21653/122720 [21:33<1:38:15, 17.14it/s]
 18%|█▊        | 21655/122720 [21:34<1:37:58, 17.19it/s]
 18%|█▊        | 21657/122720 [21:34<1:38:31, 17.10it/s]
 18%|█▊        | 21659/122720 [21:34<1:38:49, 17.04it/s]
 18%|█▊        | 21661/122720 [21:34<1:38:54, 17.03it/s]
 18%|█▊        | 21663/122720 [21:34<1:38:59, 17.01it/s]
 18%|█▊        | 21665/122720 [21:34<1:39:23, 16.95it/s]
 18%|█▊        | 21667/122720 [21:34<1:39:27, 16.93it/s]
 18%|█▊        | 21669/122720 [21:34<1:39:28, 16.93it/s]
 18%|█▊        | 21671/122720 [21:35<1:39:38, 16.90it/s]
 18%|█▊        | 21673/122720 [21:35<1:40:55, 16.69it/s]
 18%|█▊        | 21675/122720 [21:35<1:42:01, 16.51it/s]
                                                        

 18%|█▊        | 21675/122720 [21:35<1:42:01, 16.51it/s]
 18%|█▊        | 21677/122720 [21:35<1:43:08, 16.33it/s]
 18%|█▊        | 21679/122720 [21:35<1:43:45, 16.23it/s]
 18%|█▊        | 21681/122720 [21:35<1:43:48, 16.22it/s]
 18%|█▊        | 21683/122720 [21:35<1:44:52, 16.06it/s]
 18%|█▊        | 21685/122720 [21:35<1:46:11, 15.86it/s]
 18%|█▊        | 21687/122720 [21:36<1:49:11, 15.42it/s]
 18%|█▊        | 21689/122720 [21:36<1:48:51, 15.47it/s]
 18%|█▊        | 21691/122720 [21:36<1:49:03, 15.44it/s]
 18%|█▊        | 21693/122720 [21:36<1:49:21, 15.40it/s]
 18%|█▊        | 21695/122720 [21:36<1:49:25, 15.39it/s]
 18%|█▊        | 21697/122720 [21:36<1:49:07, 15.43it/s]
 18%|█▊        | 21699/122720 [21:36<1:49:15, 15.41it/s]
                                                        

 18%|█▊        | 21700/122720 [21:36<1:49:15, 15.41it/s]
 18%|█▊        | 21701/122720 [21:36<1:49:13, 15.41it/s]
 18%|█▊        | 21703/122720 [21:37<1:50:19, 15.26it/s]
 18%|█▊        | 21705/122720 [21:37<1:50:00, 15.30it/s]
 18%|█▊        | 21707/122720 [21:37<1:49:31, 15.37it/s]
 18%|█▊        | 21709/122720 [21:37<1:48:46, 15.48it/s]
 18%|█▊        | 21711/122720 [21:37<1:48:22, 15.53it/s]
 18%|█▊        | 21713/122720 [21:37<1:47:47, 15.62it/s]
 18%|█▊        | 21715/122720 [21:37<1:47:37, 15.64it/s]
 18%|█▊        | 21717/122720 [21:37<1:47:50, 15.61it/s]
 18%|█▊        | 21719/122720 [21:38<1:47:42, 15.63it/s]
 18%|█▊        | 21721/122720 [21:38<1:46:53, 15.75it/s]
 18%|█▊        | 21723/122720 [21:38<1:46:06, 15.86it/s]
 18%|█▊        | 21725/122720 [21:38<1:45:45, 15.92it/s]
                                                        

 18%|█▊        | 21725/122720 [21:38<1:45:45, 15.92it/s]
 18%|█▊        | 21727/122720 [21:38<1:45:32, 15.95it/s]
 18%|█▊        | 21729/122720 [21:38<1:44:59, 16.03it/s]
 18%|█▊        | 21731/122720 [21:38<1:44:28, 16.11it/s]
 18%|█▊        | 21733/122720 [21:38<1:44:32, 16.10it/s]
 18%|█▊        | 21735/122720 [21:39<1:44:36, 16.09it/s]
 18%|█▊        | 21737/122720 [21:39<1:45:12, 16.00it/s]
 18%|█▊        | 21739/122720 [21:39<1:44:43, 16.07it/s]
 18%|█▊        | 21741/122720 [21:39<1:44:34, 16.09it/s]
 18%|█▊        | 21743/122720 [21:39<1:44:32, 16.10it/s]
 18%|█▊        | 21745/122720 [21:39<1:44:20, 16.13it/s]
 18%|█▊        | 21747/122720 [21:39<1:44:05, 16.17it/s]
 18%|█▊        | 21749/122720 [21:39<1:43:53, 16.20it/s]
                                                        

 18%|█▊        | 21750/122720 [21:40<1:43:53, 16.20it/s]
 18%|█▊        | 21751/122720 [21:40<1:44:14, 16.14it/s]
 18%|█▊        | 21753/122720 [21:40<1:44:40, 16.08it/s]
 18%|█▊        | 21755/122720 [21:40<1:44:48, 16.05it/s]
 18%|█▊        | 21757/122720 [21:40<1:44:34, 16.09it/s]
 18%|█▊        | 21759/122720 [21:40<1:44:41, 16.07it/s]
 18%|█▊        | 21761/122720 [21:40<1:44:31, 16.10it/s]
 18%|█▊        | 21763/122720 [21:40<1:44:45, 16.06it/s]
 18%|█▊        | 21765/122720 [21:40<1:45:48, 15.90it/s]
 18%|█▊        | 21767/122720 [21:41<1:47:24, 15.67it/s]
 18%|█▊        | 21769/122720 [21:41<1:49:31, 15.36it/s]
 18%|█▊        | 21771/122720 [21:41<1:49:51, 15.31it/s]
 18%|█▊        | 21773/122720 [21:41<1:49:44, 15.33it/s]
 18%|█▊        | 21775/122720 [21:41<1:49:50, 15.32it/s]
                                                        

 18%|█▊        | 21775/122720 [21:41<1:49:50, 15.32it/s]
 18%|█▊        | 21777/122720 [21:41<1:49:40, 15.34it/s]
 18%|█▊        | 21779/122720 [21:41<1:49:38, 15.34it/s]
 18%|█▊        | 21781/122720 [21:42<1:49:36, 15.35it/s]
 18%|█▊        | 21783/122720 [21:42<1:49:42, 15.33it/s]
 18%|█▊        | 21785/122720 [21:42<1:50:24, 15.24it/s]
 18%|█▊        | 21787/122720 [21:42<1:49:19, 15.39it/s]
 18%|█▊        | 21789/122720 [21:42<1:47:59, 15.58it/s]
 18%|█▊        | 21791/122720 [21:42<1:48:08, 15.56it/s]
 18%|█▊        | 21793/122720 [21:42<1:47:07, 15.70it/s]
 18%|█▊        | 21795/122720 [21:42<1:46:53, 15.74it/s]
 18%|█▊        | 21797/122720 [21:43<1:46:48, 15.75it/s]
 18%|█▊        | 21799/122720 [21:43<1:45:55, 15.88it/s]
                                                        

 18%|█▊        | 21800/122720 [21:43<1:45:55, 15.88it/s]
 18%|█▊        | 21801/122720 [21:43<1:45:18, 15.97it/s]
 18%|█▊        | 21803/122720 [21:43<1:43:40, 16.22it/s]
 18%|█▊        | 21805/122720 [21:43<1:42:06, 16.47it/s]
 18%|█▊        | 21807/122720 [21:43<1:41:57, 16.49it/s]
 18%|█▊        | 21809/122720 [21:43<1:41:07, 16.63it/s]
 18%|█▊        | 21811/122720 [21:43<1:40:42, 16.70it/s]
 18%|█▊        | 21813/122720 [21:44<1:40:22, 16.75it/s]
 18%|█▊        | 21815/122720 [21:44<1:39:59, 16.82it/s]
 18%|█▊        | 21817/122720 [21:44<1:39:26, 16.91it/s]
 18%|█▊        | 21819/122720 [21:44<1:39:44, 16.86it/s]
 18%|█▊        | 21821/122720 [21:44<1:39:45, 16.86it/s]
 18%|█▊        | 21823/122720 [21:44<1:39:39, 16.87it/s]
 18%|█▊        | 21825/122720 [21:44<1:39:06, 16.97it/s]
                                                        

 18%|█▊        | 21825/122720 [21:44<1:39:06, 16.97it/s]
 18%|█▊        | 21827/122720 [21:44<1:39:35, 16.88it/s]
 18%|█▊        | 21829/122720 [21:44<1:39:05, 16.97it/s]
 18%|█▊        | 21831/122720 [21:45<1:38:25, 17.09it/s]
 18%|█▊        | 21833/122720 [21:45<1:38:15, 17.11it/s]
 18%|█▊        | 21835/122720 [21:45<1:37:59, 17.16it/s]
 18%|█▊        | 21837/122720 [21:45<1:37:35, 17.23it/s]
 18%|█▊        | 21839/122720 [21:45<1:37:38, 17.22it/s]
 18%|█▊        | 21841/122720 [21:45<1:37:38, 17.22it/s]
 18%|█▊        | 21843/122720 [21:45<1:37:20, 17.27it/s]
 18%|█▊        | 21845/122720 [21:45<1:37:32, 17.24it/s]
 18%|█▊        | 21847/122720 [21:45<1:37:22, 17.27it/s]
 18%|█▊        | 21849/122720 [21:46<1:38:28, 17.07it/s]
                                                        

 18%|█▊        | 21850/122720 [21:46<1:38:28, 17.07it/s]
 18%|█▊        | 21851/122720 [21:46<1:38:36, 17.05it/s]
 18%|█▊        | 21853/122720 [21:46<1:38:37, 17.05it/s]
 18%|█▊        | 21855/122720 [21:46<1:39:10, 16.95it/s]
 18%|█▊        | 21857/122720 [21:46<1:40:01, 16.81it/s]
 18%|█▊        | 21859/122720 [21:46<1:40:30, 16.72it/s]
 18%|█▊        | 21861/122720 [21:46<1:40:53, 16.66it/s]
 18%|█▊        | 21863/122720 [21:46<1:41:11, 16.61it/s]
 18%|█▊        | 21865/122720 [21:47<1:41:34, 16.55it/s]
 18%|█▊        | 21867/122720 [21:47<1:41:21, 16.58it/s]
 18%|█▊        | 21869/122720 [21:47<1:41:48, 16.51it/s]
 18%|█▊        | 21871/122720 [21:47<1:41:39, 16.53it/s]
 18%|█▊        | 21873/122720 [21:47<1:41:51, 16.50it/s]
 18%|█▊        | 21875/122720 [21:47<1:42:01, 16.47it/s]
                                                        

 18%|█▊        | 21875/122720 [21:47<1:42:01, 16.47it/s]
 18%|█▊        | 21877/122720 [21:47<1:41:29, 16.56it/s]
 18%|█▊        | 21879/122720 [21:47<1:41:41, 16.53it/s]
 18%|█▊        | 21881/122720 [21:48<1:42:11, 16.45it/s]
 18%|█▊        | 21883/122720 [21:48<1:41:30, 16.56it/s]
 18%|█▊        | 21885/122720 [21:48<1:41:06, 16.62it/s]
 18%|█▊        | 21887/122720 [21:48<1:41:03, 16.63it/s]
 18%|█▊        | 21889/122720 [21:48<1:41:03, 16.63it/s]
 18%|█▊        | 21891/122720 [21:48<1:40:35, 16.70it/s]
 18%|█▊        | 21893/122720 [21:48<1:40:27, 16.73it/s]
 18%|█▊        | 21895/122720 [21:48<1:40:14, 16.76it/s]
 18%|█▊        | 21897/122720 [21:49<1:40:28, 16.72it/s]
 18%|█▊        | 21899/122720 [21:49<1:40:23, 16.74it/s]
                                                        

 18%|█▊        | 21900/122720 [21:49<1:40:22, 16.74it/s]
 18%|█▊        | 21901/122720 [21:49<1:40:26, 16.73it/s]
 18%|█▊        | 21903/122720 [21:49<1:40:13, 16.77it/s]
 18%|█▊        | 21905/122720 [21:49<1:40:19, 16.75it/s]
 18%|█▊        | 21907/122720 [21:49<1:39:51, 16.83it/s]
 18%|█▊        | 21909/122720 [21:49<1:39:47, 16.84it/s]
 18%|█▊        | 21911/122720 [21:49<1:39:47, 16.84it/s]
 18%|█▊        | 21913/122720 [21:49<1:39:29, 16.89it/s]
 18%|█▊        | 21915/122720 [21:50<1:39:22, 16.91it/s]
 18%|█▊        | 21917/122720 [21:50<1:39:22, 16.91it/s]
 18%|█▊        | 21919/122720 [21:50<1:40:44, 16.68it/s]
 18%|█▊        | 21921/122720 [21:50<1:43:13, 16.27it/s]
 18%|█▊        | 21923/122720 [21:50<1:43:33, 16.22it/s]
 18%|█▊        | 21925/122720 [21:50<1:44:08, 16.13it/s]
                                                        

 18%|█▊        | 21925/122720 [21:50<1:44:08, 16.13it/s]
 18%|█▊        | 21927/122720 [21:50<1:43:53, 16.17it/s]
 18%|█▊        | 21929/122720 [21:50<1:44:37, 16.06it/s]
 18%|█▊        | 21931/122720 [21:51<1:45:55, 15.86it/s]
 18%|█▊        | 21933/122720 [21:51<1:46:11, 15.82it/s]
 18%|█▊        | 21935/122720 [21:51<1:46:06, 15.83it/s]
 18%|█▊        | 21937/122720 [21:51<1:47:22, 15.64it/s]
 18%|█▊        | 21939/122720 [21:51<1:47:03, 15.69it/s]
 18%|█▊        | 21941/122720 [21:51<1:46:56, 15.71it/s]
 18%|█▊        | 21943/122720 [21:51<1:47:07, 15.68it/s]
 18%|█▊        | 21945/122720 [21:51<1:47:15, 15.66it/s]
 18%|█▊        | 21947/122720 [21:52<1:47:17, 15.66it/s]
 18%|█▊        | 21949/122720 [21:52<1:47:24, 15.64it/s]
                                                        

 18%|█▊        | 21950/122720 [21:52<1:47:24, 15.64it/s]
 18%|█▊        | 21951/122720 [21:52<1:47:28, 15.63it/s]
 18%|█▊        | 21953/122720 [21:52<1:48:07, 15.53it/s]
 18%|█▊        | 21955/122720 [21:52<1:48:10, 15.53it/s]
 18%|█▊        | 21957/122720 [21:52<1:47:47, 15.58it/s]
 18%|█▊        | 21959/122720 [21:52<1:47:59, 15.55it/s]
 18%|█▊        | 21961/122720 [21:53<1:48:28, 15.48it/s]
 18%|█▊        | 21963/122720 [21:53<1:48:17, 15.51it/s]
 18%|█▊        | 21965/122720 [21:53<1:47:17, 15.65it/s]
 18%|█▊        | 21967/122720 [21:53<1:46:27, 15.77it/s]
 18%|█▊        | 21969/122720 [21:53<1:46:40, 15.74it/s]
 18%|█▊        | 21971/122720 [21:53<1:46:10, 15.82it/s]
 18%|█▊        | 21973/122720 [21:53<1:45:47, 15.87it/s]
 18%|█▊        | 21975/122720 [21:53<1:45:34, 15.90it/s]
                                                        

 18%|█▊        | 21975/122720 [21:53<1:45:34, 15.90it/s]
 18%|█▊        | 21977/122720 [21:54<1:45:31, 15.91it/s]
 18%|█▊        | 21979/122720 [21:54<1:45:05, 15.98it/s]
 18%|█▊        | 21981/122720 [21:54<1:45:05, 15.98it/s]
 18%|█▊        | 21983/122720 [21:54<1:45:24, 15.93it/s]
 18%|█▊        | 21985/122720 [21:54<1:46:35, 15.75it/s]
 18%|█▊        | 21987/122720 [21:54<1:46:30, 15.76it/s]
 18%|█▊        | 21989/122720 [21:54<1:46:59, 15.69it/s]
 18%|█▊        | 21991/122720 [21:54<1:47:15, 15.65it/s]
 18%|█▊        | 21993/122720 [21:55<1:47:23, 15.63it/s]
 18%|█▊        | 21995/122720 [21:55<1:47:04, 15.68it/s]
 18%|█▊        | 21997/122720 [21:55<1:46:55, 15.70it/s]
 18%|█▊        | 21999/122720 [21:55<1:47:01, 15.68it/s]
                                                        

 18%|█▊        | 22000/122720 [21:55<1:47:01, 15.68it/s]
 18%|█▊        | 22001/122720 [21:55<1:48:29, 15.47it/s]
 18%|█▊        | 22003/122720 [21:55<1:47:42, 15.59it/s]
 18%|█▊        | 22005/122720 [21:55<1:47:27, 15.62it/s]
 18%|█▊        | 22007/122720 [21:55<1:47:30, 15.61it/s]
 18%|█▊        | 22009/122720 [21:56<1:48:12, 15.51it/s]
 18%|█▊        | 22011/122720 [21:56<1:47:36, 15.60it/s]
 18%|█▊        | 22013/122720 [21:56<1:47:21, 15.63it/s]
 18%|█▊        | 22015/122720 [21:56<1:46:54, 15.70it/s]
 18%|█▊        | 22017/122720 [21:56<1:48:00, 15.54it/s]
 18%|█▊        | 22019/122720 [21:56<1:47:31, 15.61it/s]
 18%|█▊        | 22021/122720 [21:56<1:47:08, 15.66it/s]
 18%|█▊        | 22023/122720 [21:56<1:47:03, 15.68it/s]
 18%|█▊        | 22025/122720 [21:57<1:47:06, 15.67it/s]
                                                        

 18%|█▊        | 22025/122720 [21:57<1:47:06, 15.67it/s]
 18%|█▊        | 22027/122720 [21:57<1:46:11, 15.80it/s]
 18%|█▊        | 22029/122720 [21:57<1:44:56, 15.99it/s]
 18%|█▊        | 22031/122720 [21:57<1:44:21, 16.08it/s]
 18%|█▊        | 22033/122720 [21:57<1:44:00, 16.13it/s]
 18%|█▊        | 22035/122720 [21:57<1:44:05, 16.12it/s]
 18%|█▊        | 22037/122720 [21:57<1:43:36, 16.20it/s]
 18%|█▊        | 22039/122720 [21:57<1:44:41, 16.03it/s]
 18%|█▊        | 22041/122720 [21:58<1:45:15, 15.94it/s]
 18%|█▊        | 22043/122720 [21:58<1:44:45, 16.02it/s]
 18%|█▊        | 22045/122720 [21:58<1:44:30, 16.06it/s]
 18%|█▊        | 22047/122720 [21:58<1:43:57, 16.14it/s]
 18%|█▊        | 22049/122720 [21:58<1:44:38, 16.03it/s]
                                                        

 18%|█▊        | 22050/122720 [21:58<1:44:38, 16.03it/s]
 18%|█▊        | 22051/122720 [21:58<1:44:07, 16.11it/s]
 18%|█▊        | 22053/122720 [21:58<1:43:35, 16.20it/s]
 18%|█▊        | 22055/122720 [21:58<1:43:29, 16.21it/s]
 18%|█▊        | 22057/122720 [21:59<1:42:53, 16.30it/s]
 18%|█▊        | 22059/122720 [21:59<1:42:35, 16.35it/s]
 18%|█▊        | 22061/122720 [21:59<1:42:30, 16.37it/s]
 18%|█▊        | 22063/122720 [21:59<1:41:33, 16.52it/s]
 18%|█▊        | 22065/122720 [21:59<1:40:34, 16.68it/s]
 18%|█▊        | 22067/122720 [21:59<1:39:35, 16.84it/s]
 18%|█▊        | 22069/122720 [21:59<1:38:58, 16.95it/s]
 18%|█▊        | 22071/122720 [21:59<1:38:33, 17.02it/s]
 18%|█▊        | 22073/122720 [21:59<1:38:47, 16.98it/s]
 18%|█▊        | 22075/122720 [22:00<1:38:07, 17.10it/s]
                                                        

 18%|█▊        | 22075/122720 [22:00<1:38:07, 17.10it/s]
 18%|█▊        | 22077/122720 [22:00<1:37:32, 17.20it/s]
 18%|█▊        | 22079/122720 [22:00<1:37:31, 17.20it/s]
 18%|█▊        | 22081/122720 [22:00<1:37:31, 17.20it/s]
 18%|█▊        | 22083/122720 [22:00<1:37:21, 17.23it/s]
 18%|█▊        | 22085/122720 [22:00<1:37:02, 17.28it/s]
 18%|█▊        | 22087/122720 [22:00<1:36:44, 17.34it/s]
 18%|█▊        | 22089/122720 [22:00<1:36:42, 17.34it/s]
 18%|█▊        | 22091/122720 [22:01<1:37:22, 17.22it/s]
 18%|█▊        | 22093/122720 [22:01<1:37:16, 17.24it/s]
 18%|█▊        | 22095/122720 [22:01<1:37:01, 17.29it/s]
 18%|█▊        | 22097/122720 [22:01<1:36:53, 17.31it/s]
 18%|█▊        | 22099/122720 [22:01<1:37:11, 17.26it/s]
                                                        

 18%|█▊        | 22100/122720 [22:01<1:37:10, 17.26it/s]
 18%|█▊        | 22101/122720 [22:01<1:37:25, 17.21it/s]
 18%|█▊        | 22103/122720 [22:01<1:37:29, 17.20it/s]
 18%|█▊        | 22105/122720 [22:01<1:36:53, 17.31it/s]
 18%|█▊        | 22107/122720 [22:01<1:37:11, 17.25it/s]
 18%|█▊        | 22109/122720 [22:02<1:37:05, 17.27it/s]
 18%|█▊        | 22111/122720 [22:02<1:37:15, 17.24it/s]
 18%|█▊        | 22113/122720 [22:02<1:37:27, 17.20it/s]
 18%|█▊        | 22115/122720 [22:02<1:37:56, 17.12it/s]
 18%|█▊        | 22117/122720 [22:02<1:38:16, 17.06it/s]
 18%|█▊        | 22119/122720 [22:02<1:39:29, 16.85it/s]
 18%|█▊        | 22121/122720 [22:02<1:40:01, 16.76it/s]
 18%|█▊        | 22123/122720 [22:02<1:41:17, 16.55it/s]
 18%|█▊        | 22125/122720 [22:03<1:42:12, 16.40it/s]
                                                        

 18%|█▊        | 22125/122720 [22:03<1:42:12, 16.40it/s]
 18%|█▊        | 22127/122720 [22:03<1:42:00, 16.44it/s]
 18%|█▊        | 22129/122720 [22:03<1:41:24, 16.53it/s]
 18%|█▊        | 22131/122720 [22:03<1:41:08, 16.58it/s]
 18%|█▊        | 22133/122720 [22:03<1:41:22, 16.54it/s]
 18%|█▊        | 22135/122720 [22:03<1:42:15, 16.39it/s]
 18%|█▊        | 22137/122720 [22:03<1:42:44, 16.32it/s]
 18%|█▊        | 22139/122720 [22:03<1:43:35, 16.18it/s]
 18%|█▊        | 22141/122720 [22:04<1:43:34, 16.18it/s]
 18%|█▊        | 22143/122720 [22:04<1:45:06, 15.95it/s]
 18%|█▊        | 22145/122720 [22:04<1:46:17, 15.77it/s]
 18%|█▊        | 22147/122720 [22:04<1:47:26, 15.60it/s]
 18%|█▊        | 22149/122720 [22:04<1:48:07, 15.50it/s]
                                                        

 18%|█▊        | 22150/122720 [22:04<1:48:07, 15.50it/s]
 18%|█▊        | 22151/122720 [22:04<1:48:14, 15.49it/s]
 18%|█▊        | 22153/122720 [22:04<1:49:01, 15.37it/s]
 18%|█▊        | 22155/122720 [22:04<1:50:16, 15.20it/s]
 18%|█▊        | 22157/122720 [22:05<1:49:39, 15.28it/s]
 18%|█▊        | 22159/122720 [22:05<1:49:43, 15.28it/s]
 18%|█▊        | 22161/122720 [22:05<1:49:52, 15.25it/s]
 18%|█▊        | 22163/122720 [22:05<1:49:35, 15.29it/s]
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 18%|█▊        | 22199/122720 [22:07<1:45:26, 15.89it/s]
                                                        

 18%|█▊        | 22200/122720 [22:07<1:45:26, 15.89it/s]
 18%|█▊        | 22201/122720 [22:07<1:46:03, 15.80it/s]
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 18%|█▊        | 22225/122720 [22:09<1:44:35, 16.01it/s]
 18%|█▊        | 22227/122720 [22:09<1:45:01, 15.95it/s]
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 18%|█▊        | 22250/122720 [22:11<1:49:14, 15.33it/s]
 18%|█▊        | 22251/122720 [22:11<1:51:01, 15.08it/s]
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 18%|█▊        | 22271/122720 [22:12<1:44:31, 16.02it/s]
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 18%|█▊        | 22275/122720 [22:12<1:44:02, 16.09it/s]
                                                        

 18%|█▊        | 22275/122720 [22:12<1:44:02, 16.09it/s]
 18%|█▊        | 22277/122720 [22:12<1:43:45, 16.13it/s]
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 18%|█▊        | 22299/122720 [22:14<1:39:03, 16.90it/s]
                                                        

 18%|█▊        | 22300/122720 [22:14<1:39:03, 16.90it/s]
 18%|█▊        | 22301/122720 [22:14<1:39:08, 16.88it/s]
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 18%|█▊        | 22325/122720 [22:15<1:37:16, 17.20it/s]
                                                        

 18%|█▊        | 22325/122720 [22:15<1:37:16, 17.20it/s]
 18%|█▊        | 22327/122720 [22:15<1:37:36, 17.14it/s]
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 18%|█▊        | 22349/122720 [22:16<1:40:41, 16.61it/s]
                                                        

 18%|█▊        | 22350/122720 [22:17<1:40:41, 16.61it/s]
 18%|█▊        | 22351/122720 [22:17<1:41:17, 16.51it/s]
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 18%|█▊        | 22375/122720 [22:18<1:47:10, 15.60it/s]
                                                        

 18%|█▊        | 22375/122720 [22:18<1:47:10, 15.60it/s]
 18%|█▊        | 22377/122720 [22:18<1:46:55, 15.64it/s]
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 18%|█▊        | 22399/122720 [22:20<1:46:54, 15.64it/s]
                                                        

 18%|█▊        | 22400/122720 [22:20<1:46:54, 15.64it/s]
 18%|█▊        | 22401/122720 [22:20<1:48:20, 15.43it/s]
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 18%|█▊        | 22421/122720 [22:21<1:46:56, 15.63it/s]
 18%|█▊        | 22423/122720 [22:21<1:46:42, 15.67it/s]
 18%|█▊        | 22425/122720 [22:21<1:46:43, 15.66it/s]
                                                        

 18%|█▊        | 22425/122720 [22:21<1:46:43, 15.66it/s]
 18%|█▊        | 22427/122720 [22:21<1:47:03, 15.61it/s]
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 18%|█▊        | 22449/122720 [22:23<1:49:36, 15.25it/s]
                                                        

 18%|█▊        | 22450/122720 [22:23<1:49:36, 15.25it/s]
 18%|█▊        | 22451/122720 [22:23<1:49:14, 15.30it/s]
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 18%|█▊        | 22467/122720 [22:24<1:47:34, 15.53it/s]
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 18%|█▊        | 22475/122720 [22:25<1:46:49, 15.64it/s]
                                                        

 18%|█▊        | 22475/122720 [22:25<1:46:49, 15.64it/s]
 18%|█▊        | 22477/122720 [22:25<1:45:41, 15.81it/s]
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 18%|█▊        | 22499/122720 [22:26<1:39:16, 16.82it/s]
                                                        

 18%|█▊        | 22500/122720 [22:26<1:39:16, 16.82it/s]
 18%|█▊        | 22501/122720 [22:26<1:39:46, 16.74it/s]
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 18%|█▊        | 22523/122720 [22:27<1:41:02, 16.53it/s]
 18%|█▊        | 22525/122720 [22:28<1:41:29, 16.45it/s]
                                                        

 18%|█▊        | 22525/122720 [22:28<1:41:29, 16.45it/s]
 18%|█▊        | 22527/122720 [22:28<1:41:28, 16.45it/s]
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 18%|█▊        | 22549/122720 [22:29<1:43:07, 16.19it/s]
                                                        

 18%|█▊        | 22550/122720 [22:29<1:43:07, 16.19it/s]
 18%|█▊        | 22551/122720 [22:29<1:43:35, 16.11it/s]
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 18%|█▊        | 22575/122720 [22:31<1:42:41, 16.25it/s]
                                                        

 18%|█▊        | 22575/122720 [22:31<1:42:41, 16.25it/s]
 18%|█▊        | 22577/122720 [22:31<1:43:20, 16.15it/s]
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 18%|█▊        | 22600/122720 [22:32<1:44:46, 15.93it/s]
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 20%|██        | 25000/122720 [25:01<1:43:58, 15.66it/s][INFO|trainer.py:1012] 2025-12-17 18:23:44,719 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 18:23:44,738 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 18:23:44,738 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 18:23:44,738 >>   Batch size = 8
+
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 24%|██▍       | 30000/122720 [30:12<1:35:39, 16.15it/s][INFO|trainer.py:1012] 2025-12-17 18:28:55,395 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 18:28:55,415 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 18:28:55,415 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 18:28:55,415 >>   Batch size = 8
+
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 29%|██▊       | 35000/122720 [35:22<1:26:57, 16.81it/s][INFO|trainer.py:1012] 2025-12-17 18:34:04,924 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 18:34:04,939 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 18:34:04,939 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 18:34:04,939 >>   Batch size = 8
+
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 33%|███▎      | 40000/122720 [40:32<1:24:20, 16.35it/s][INFO|trainer.py:1012] 2025-12-17 18:39:15,029 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 18:39:15,046 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 18:39:15,046 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 18:39:15,046 >>   Batch size = 8
+
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 37%|███▋      | 45000/122720 [45:41<1:22:26, 15.71it/s][INFO|trainer.py:1012] 2025-12-17 18:44:24,326 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 18:44:24,345 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 18:44:24,346 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 18:44:24,346 >>   Batch size = 8
+
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+[INFO|trainer.py:4643] 2025-12-17 18:49:31,952 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 18:49:31,952 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 18:49:31,952 >>   Batch size = 8
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                                               [INFO|trainer.py:4309] 2025-12-17 18:49:33,445 >> Saving model checkpoint to /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/checkpoint-50000
+[INFO|configuration_utils.py:491] 2025-12-17 18:49:33,475 >> Configuration saved in /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/checkpoint-50000/config.json
+[INFO|modeling_utils.py:4181] 2025-12-17 18:49:34,006 >> Model weights saved in /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/checkpoint-50000/model.safetensors
+[INFO|tokenization_utils_base.py:2725] 2025-12-17 18:49:34,017 >> tokenizer config file saved in /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/checkpoint-50000/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2734] 2025-12-17 18:49:34,029 >> Special tokens file saved in /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/checkpoint-50000/special_tokens_map.json
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 45%|████▍     | 55000/122720 [55:52<1:09:11, 16.31it/s][INFO|trainer.py:1012] 2025-12-17 18:54:35,238 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 18:54:35,255 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 18:54:35,255 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 18:54:35,255 >>   Batch size = 8
+
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 49%|████▉     | 60000/122720 [1:00:49<1:00:18, 17.33it/s][INFO|trainer.py:1012] 2025-12-17 18:59:32,233 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 18:59:32,239 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 18:59:32,239 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 18:59:32,239 >>   Batch size = 8
+
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 53%|█████▎    | 65000/122720 [1:05:46<56:29, 17.03it/s][INFO|trainer.py:1012] 2025-12-17 19:04:29,114 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 19:04:29,125 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 19:04:29,125 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 19:04:29,125 >>   Batch size = 8
+
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 57%|█████▋    | 70000/122720 [1:10:43<51:21, 17.11it/s][INFO|trainer.py:1012] 2025-12-17 19:09:26,156 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 19:09:26,162 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 19:09:26,162 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 19:09:26,162 >>   Batch size = 8
+
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 61%|██████    | 75000/122720 [1:15:39<46:42, 17.03it/s][INFO|trainer.py:1012] 2025-12-17 19:14:22,632 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 19:14:22,643 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 19:14:22,643 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 19:14:22,643 >>   Batch size = 8
+
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 65%|██████▌   | 80000/122720 [1:20:35<42:58, 16.57it/s][INFO|trainer.py:1012] 2025-12-17 19:19:18,331 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 19:19:18,343 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 19:19:18,343 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 19:19:18,343 >>   Batch size = 8
+
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 69%|██████▉   | 85000/122720 [1:25:32<36:34, 17.19it/s][INFO|trainer.py:1012] 2025-12-17 19:24:15,262 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 19:24:15,270 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 19:24:15,270 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 19:24:15,270 >>   Batch size = 8
+
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+
                                               

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 73%|███████▎  | 90000/122720 [1:30:29<31:54, 17.09it/s][INFO|trainer.py:1012] 2025-12-17 19:29:12,362 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 19:29:12,372 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 19:29:12,372 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 19:29:12,372 >>   Batch size = 8
+
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 77%|███████▋  | 95000/122720 [1:35:27<27:20, 16.90it/s][INFO|trainer.py:1012] 2025-12-17 19:34:10,177 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 19:34:10,182 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 19:34:10,182 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 19:34:10,182 >>   Batch size = 8
+
+
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+[INFO|trainer.py:4643] 2025-12-17 19:39:08,040 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 19:39:08,040 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 19:39:08,040 >>   Batch size = 8
+
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                                               [INFO|trainer.py:4309] 2025-12-17 19:39:09,535 >> Saving model checkpoint to /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/checkpoint-100000
+[INFO|configuration_utils.py:491] 2025-12-17 19:39:09,558 >> Configuration saved in /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/checkpoint-100000/config.json
+[INFO|modeling_utils.py:4181] 2025-12-17 19:39:10,111 >> Model weights saved in /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/checkpoint-100000/model.safetensors
+[INFO|tokenization_utils_base.py:2725] 2025-12-17 19:39:10,126 >> tokenizer config file saved in /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/checkpoint-100000/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2734] 2025-12-17 19:39:10,140 >> Special tokens file saved in /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/checkpoint-100000/special_tokens_map.json
+/scratch/jbengoetxea/phd/.phd_venv_new/lib/python3.10/site-packages/torch/distributed/distributed_c10d.py:4876: UserWarning: barrier(): using the device under current context. You can specify `device_id` in `init_process_group` to mute this warning.
+  warnings.warn(  # warn only once
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 86%|████████▌ | 105000/122720 [1:45:24<17:28, 16.90it/s][INFO|trainer.py:1012] 2025-12-17 19:44:07,885 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 19:44:07,891 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 19:44:07,891 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 19:44:07,891 >>   Batch size = 8
+
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+[INFO|trainer.py:4643] 2025-12-17 19:49:05,655 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 19:49:05,655 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 19:49:05,655 >>   Batch size = 8
+
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+[INFO|trainer.py:4643] 2025-12-17 19:54:01,879 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 19:54:01,879 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 19:54:01,879 >>   Batch size = 8
+
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 98%|█████████▊| 120000/122720 [2:00:14<02:44, 16.54it/s][INFO|trainer.py:1012] 2025-12-17 19:58:57,521 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 19:58:57,532 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 19:58:57,532 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 19:58:57,532 >>   Batch size = 8
+
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+[INFO|configuration_utils.py:491] 2025-12-17 20:01:39,736 >> Configuration saved in /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/checkpoint-122720/config.json
+[INFO|modeling_utils.py:4181] 2025-12-17 20:01:40,251 >> Model weights saved in /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/checkpoint-122720/model.safetensors
+[INFO|tokenization_utils_base.py:2725] 2025-12-17 20:01:40,257 >> tokenizer config file saved in /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/checkpoint-122720/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2734] 2025-12-17 20:01:40,258 >> Special tokens file saved in /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/checkpoint-122720/special_tokens_map.json
+/scratch/jbengoetxea/phd/.phd_venv_new/lib/python3.10/site-packages/torch/distributed/distributed_c10d.py:4876: UserWarning: barrier(): using the device under current context. You can specify `device_id` in `init_process_group` to mute this warning.
+  warnings.warn(  # warn only once
+[INFO|trainer.py:4418] 2025-12-17 20:01:41,759 >> Deleting older checkpoint [/scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/checkpoint-50000] due to args.save_total_limit
+[INFO|trainer.py:2810] 2025-12-17 20:01:41,762 >> 
+
+Training completed. Do not forget to share your model on huggingface.co/models =)
+
+
+
                                                         

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+[INFO|trainer.py:4309] 2025-12-17 20:01:41,764 >> Saving model checkpoint to /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23
+[INFO|configuration_utils.py:491] 2025-12-17 20:01:41,767 >> Configuration saved in /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/config.json
+[INFO|modeling_utils.py:4181] 2025-12-17 20:01:42,282 >> Model weights saved in /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/model.safetensors
+[INFO|tokenization_utils_base.py:2725] 2025-12-17 20:01:42,287 >> tokenizer config file saved in /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2734] 2025-12-17 20:01:42,288 >> Special tokens file saved in /scratch/jbengoetxea/phd/XNLIvar/scripts/discriminative/eu/models/model-transfer/jhu-clsp/mmBERT-base/23/special_tokens_map.json
+[INFO|trainer.py:1012] 2025-12-17 20:01:42,603 >> The following columns in the Evaluation set don't have a corresponding argument in `ModernBertForSequenceClassification.forward` and have been ignored: hypothesis, premise. If hypothesis, premise are not expected by `ModernBertForSequenceClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:4643] 2025-12-17 20:01:42,612 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:4645] 2025-12-17 20:01:42,612 >>   Num examples = 2490
+[INFO|trainer.py:4648] 2025-12-17 20:01:42,612 >>   Batch size = 8
+
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