2022-03-25_09-42-46: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//preprocessing/bigWigs/ENCSR548QCP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/k562_atac_bias_new.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15/ evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] Number of peaks input: 97382 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 97382 Number of peaks input: 26078 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 26078 Number of non peaks input: 97382 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 97382 Number of non peaks input: 26077 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 26077 Number of peaks after removing outliers: 96307 Number of nonpeaks after removing outliers: 86944 got the model Model: "functional_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ Predicting within adjust counts 1/2717 [..............................] - ETA: 6:36:25 10/2717 [..............................] - ETA: 15s  19/2717 [..............................] - ETA: 15s 28/2717 [..............................] - ETA: 15s 37/2717 [..............................] - ETA: 15s 48/2717 [..............................] - ETA: 14s 59/2717 [..............................] - ETA: 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/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//preprocessing/bigWigs/ENCSR548QCP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '16.1', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(87791, 10) loading nonpeaks... got split:train for bed regions:(79057, 10) loading peaks... got split:valid for bed regions:(8516, 10) loading nonpeaks... got split:valid for bed regions:(7887, 10) Epoch 1/50 1/1509 [..............................] - ETA: 2:50:03 - loss: 458.8758 - logits_profile_predictions_loss: 428.2452 - logcount_predictions_loss: 1.9025 2/1509 [..............................] - ETA: 4:00 - loss: 838.0877 - logits_profile_predictions_loss: 424.9343 - logcount_predictions_loss: 25.6617  3/1509 [..............................] - ETA: 3:59 - loss: 885.1196 - logits_profile_predictions_loss: 428.4663 - logcount_predictions_loss: 28.3636 4/1509 [..............................] - ETA: 3:58 - loss: 874.8307 - logits_profile_predictions_loss: 428.5132 - logcount_predictions_loss: 27.7216 5/1509 [..............................] - ETA: 3:58 - loss: 853.4522 - logits_profile_predictions_loss: 428.6213 - logcount_predictions_loss: 26.3870 6/1509 [..............................] - ETA: 3:57 - loss: 830.7197 - logits_profile_predictions_loss: 428.6295 - logcount_predictions_loss: 24.9745 7/1509 [..............................] - ETA: 3:57 - loss: 807.5342 - logits_profile_predictions_loss: 427.0575 - logcount_predictions_loss: 23.6321 8/1509 [..............................] - ETA: 3:56 - loss: 785.8877 - logits_profile_predictions_loss: 425.1618 - logcount_predictions_loss: 22.4053 9/1509 [..............................] - ETA: 3:56 - loss: 766.6724 - logits_profile_predictions_loss: 423.6724 - logcount_predictions_loss: 21.3043 10/1509 [..............................] - ETA: 3:56 - loss: 749.6080 - logits_profile_predictions_loss: 422.4843 - logcount_predictions_loss: 20.3182 11/1509 [..............................] - ETA: 3:56 - loss: 734.3789 - logits_profile_predictions_loss: 421.4955 - logcount_predictions_loss: 19.4338 12/1509 [..............................] - ETA: 3:55 - loss: 720.7469 - logits_profile_predictions_loss: 420.6938 - logcount_predictions_loss: 18.6368 13/1509 [..............................] - ETA: 3:55 - loss: 708.2177 - logits_profile_predictions_loss: 419.8024 - logcount_predictions_loss: 17.9140 14/1509 [..............................] - ETA: 3:55 - loss: 696.8115 - logits_profile_predictions_loss: 418.9775 - logcount_predictions_loss: 17.2568 15/1509 [..............................] - ETA: 3:54 - loss: 686.2856 - logits_profile_predictions_loss: 418.1319 - logcount_predictions_loss: 16.6555 16/1509 [..............................] - ETA: 3:54 - loss: 676.6666 - logits_profile_predictions_loss: 417.3759 - logcount_predictions_loss: 16.1050 17/1509 [..............................] - ETA: 3:54 - loss: 667.8499 - logits_profile_predictions_loss: 416.7103 - logcount_predictions_loss: 15.5987 18/1509 [..............................] - ETA: 3:54 - loss: 659.5441 - logits_profile_predictions_loss: 415.9533 - logcount_predictions_loss: 15.1299 19/1509 [..............................] - ETA: 3:54 - loss: 652.1713 - logits_profile_predictions_loss: 415.5380 - logcount_predictions_loss: 14.6977 20/1509 [..............................] - ETA: 3:53 - loss: 645.4616 - logits_profile_predictions_loss: 415.2805 - logcount_predictions_loss: 14.2970 21/1509 [..............................] - ETA: 3:53 - loss: 639.2478 - logits_profile_predictions_loss: 415.0779 - logcount_predictions_loss: 13.9236 22/1509 [..............................] - ETA: 3:53 - loss: 633.4298 - logits_profile_predictions_loss: 414.8800 - logcount_predictions_loss: 13.5745 23/1509 [..............................] - ETA: 3:53 - loss: 627.9640 - logits_profile_predictions_loss: 414.6832 - logcount_predictions_loss: 13.2473 24/1509 [..............................] - ETA: 3:53 - loss: 622.8147 - logits_profile_predictions_loss: 414.4827 - logcount_predictions_loss: 12.9399 25/1509 [..............................] - ETA: 3:52 - loss: 617.9237 - logits_profile_predictions_loss: 414.2482 - logcount_predictions_loss: 12.6507 26/1509 [..............................] - ETA: 3:52 - loss: 613.2513 - logits_profile_predictions_loss: 413.9698 - logcount_predictions_loss: 12.3777 27/1509 [..............................] - ETA: 3:52 - loss: 608.9030 - logits_profile_predictions_loss: 413.7637 - logcount_predictions_loss: 12.1204 28/1509 [..............................] - ETA: 3:52 - loss: 604.8007 - logits_profile_predictions_loss: 413.5757 - logcount_predictions_loss: 11.8773 29/1509 [..............................] - ETA: 3:52 - loss: 601.0204 - logits_profile_predictions_loss: 413.4913 - logcount_predictions_loss: 11.6478 30/1509 [..............................] - ETA: 3:51 - loss: 597.3922 - logits_profile_predictions_loss: 413.3757 - logcount_predictions_loss: 11.4296 31/1509 [..............................] - ETA: 3:51 - loss: 593.8847 - logits_profile_predictions_loss: 413.2139 - logcount_predictions_loss: 11.2218 32/1509 [..............................] - ETA: 3:51 - loss: 590.5509 - logits_profile_predictions_loss: 413.0648 - logcount_predictions_loss: 11.0240 33/1509 [..............................] - ETA: 3:51 - loss: 587.4237 - logits_profile_predictions_loss: 412.9687 - logcount_predictions_loss: 10.8357 34/1509 [..............................] - ETA: 3:51 - loss: 584.3788 - logits_profile_predictions_loss: 412.8236 - logcount_predictions_loss: 10.6556 35/1509 [..............................] - ETA: 3:51 - loss: 581.4689 - logits_profile_predictions_loss: 412.6829 - logcount_predictions_loss: 10.4836 36/1509 [..............................] - ETA: 3:50 - loss: 578.6945 - logits_profile_predictions_loss: 412.5576 - logcount_predictions_loss: 10.3191 37/1509 [..............................] - ETA: 3:50 - loss: 576.0466 - logits_profile_predictions_loss: 412.4451 - logcount_predictions_loss: 10.1616 38/1509 [..............................] - ETA: 3:50 - loss: 573.5095 - logits_profile_predictions_loss: 412.3399 - logcount_predictions_loss: 10.0105 39/1509 [..............................] - ETA: 3:50 - loss: 571.0887 - logits_profile_predictions_loss: 412.2526 - logcount_predictions_loss: 9.8656  40/1509 [..............................] - ETA: 3:50 - loss: 568.7775 - 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[==>...........................] - ETA: 3:26 - loss: 478.3378 - logits_profile_predictions_loss: 408.3131 - logcount_predictions_loss: 4.3494 192/1509 [==>...........................] - ETA: 3:26 - loss: 478.1627 - logits_profile_predictions_loss: 408.2972 - logcount_predictions_loss: 4.3395 193/1509 [==>...........................] - ETA: 3:26 - loss: 477.9885 - logits_profile_predictions_loss: 408.2809 - logcount_predictions_loss: 4.3297 194/1509 [==>...........................] - ETA: 3:26 - loss: 477.8160 - logits_profile_predictions_loss: 408.2648 - logcount_predictions_loss: 4.3200 195/1509 [==>...........................] - ETA: 3:26 - loss: 477.6445 - logits_profile_predictions_loss: 408.2482 - logcount_predictions_loss: 4.3103 196/1509 [==>...........................] - ETA: 3:25 - loss: 477.4744 - logits_profile_predictions_loss: 408.2318 - logcount_predictions_loss: 4.3008 197/1509 [==>...........................] - ETA: 3:25 - loss: 477.3054 - 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[===>..........................] - ETA: 3:24 - loss: 476.1693 - logits_profile_predictions_loss: 408.1072 - logcount_predictions_loss: 4.2275 205/1509 [===>..........................] - ETA: 3:24 - loss: 476.0131 - logits_profile_predictions_loss: 408.0927 - logcount_predictions_loss: 4.2187 206/1509 [===>..........................] - ETA: 3:24 - loss: 475.8590 - logits_profile_predictions_loss: 408.0790 - logcount_predictions_loss: 4.2099 207/1509 [===>..........................] - ETA: 3:24 - loss: 475.7061 - logits_profile_predictions_loss: 408.0654 - logcount_predictions_loss: 4.2013 208/1509 [===>..........................] - ETA: 3:23 - loss: 475.5539 - logits_profile_predictions_loss: 408.0512 - logcount_predictions_loss: 4.1927 209/1509 [===>..........................] - ETA: 3:23 - loss: 475.4028 - logits_profile_predictions_loss: 408.0371 - logcount_predictions_loss: 4.1842 210/1509 [===>..........................] - ETA: 3:23 - loss: 475.2522 - 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[===>..........................] - ETA: 3:22 - loss: 474.2454 - logits_profile_predictions_loss: 407.9332 - logcount_predictions_loss: 4.1188 218/1509 [===>..........................] - ETA: 3:22 - loss: 474.1079 - logits_profile_predictions_loss: 407.9223 - logcount_predictions_loss: 4.1109 219/1509 [===>..........................] - ETA: 3:22 - loss: 473.9716 - logits_profile_predictions_loss: 407.9115 - logcount_predictions_loss: 4.1031 220/1509 [===>..........................] - ETA: 3:22 - loss: 473.8360 - logits_profile_predictions_loss: 407.9005 - logcount_predictions_loss: 4.0954 221/1509 [===>..........................] - ETA: 3:21 - loss: 473.7021 - logits_profile_predictions_loss: 407.8901 - logcount_predictions_loss: 4.0877 222/1509 [===>..........................] - ETA: 3:21 - loss: 473.5675 - logits_profile_predictions_loss: 407.8782 - logcount_predictions_loss: 4.0801 223/1509 [===>..........................] - ETA: 3:21 - loss: 473.4333 - 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[====>.........................] - ETA: 3:14 - loss: 468.2074 - logits_profile_predictions_loss: 407.3687 - logcount_predictions_loss: 3.7788 270/1509 [====>.........................] - ETA: 3:14 - loss: 468.1099 - logits_profile_predictions_loss: 407.3581 - logcount_predictions_loss: 3.7734 271/1509 [====>.........................] - ETA: 3:14 - loss: 468.0128 - logits_profile_predictions_loss: 407.3474 - logcount_predictions_loss: 3.7680 272/1509 [====>.........................] - ETA: 3:14 - loss: 467.9158 - logits_profile_predictions_loss: 407.3363 - logcount_predictions_loss: 3.7627 273/1509 [====>.........................] - ETA: 3:13 - loss: 467.8200 - logits_profile_predictions_loss: 407.3258 - logcount_predictions_loss: 3.7574 274/1509 [====>.........................] - ETA: 3:13 - loss: 467.7257 - logits_profile_predictions_loss: 407.3161 - logcount_predictions_loss: 3.7521 275/1509 [====>.........................] - ETA: 3:13 - loss: 467.6318 - logits_profile_predictions_loss: 407.3063 - logcount_predictions_loss: 3.7469 276/1509 [====>.........................] - ETA: 3:13 - loss: 467.5387 - logits_profile_predictions_loss: 407.2966 - logcount_predictions_loss: 3.7417 277/1509 [====>.........................] - ETA: 3:13 - loss: 467.4453 - logits_profile_predictions_loss: 407.2864 - logcount_predictions_loss: 3.7366 278/1509 [====>.........................] - ETA: 3:13 - loss: 467.3541 - logits_profile_predictions_loss: 407.2775 - logcount_predictions_loss: 3.7315 279/1509 [====>.........................] - ETA: 3:13 - loss: 467.2633 - logits_profile_predictions_loss: 407.2685 - logcount_predictions_loss: 3.7264 280/1509 [====>.........................] - ETA: 3:12 - loss: 467.1728 - logits_profile_predictions_loss: 407.2594 - logcount_predictions_loss: 3.7213 281/1509 [====>.........................] - ETA: 3:12 - loss: 467.0835 - logits_profile_predictions_loss: 407.2509 - logcount_predictions_loss: 3.7163 282/1509 [====>.........................] - ETA: 3:12 - loss: 466.9939 - logits_profile_predictions_loss: 407.2418 - logcount_predictions_loss: 3.7113 283/1509 [====>.........................] - ETA: 3:12 - loss: 466.9045 - logits_profile_predictions_loss: 407.2323 - logcount_predictions_loss: 3.7063 284/1509 [====>.........................] - ETA: 3:12 - loss: 466.8148 - logits_profile_predictions_loss: 407.2222 - logcount_predictions_loss: 3.7014 285/1509 [====>.........................] - ETA: 3:12 - loss: 466.7255 - logits_profile_predictions_loss: 407.2120 - logcount_predictions_loss: 3.6965 286/1509 [====>.........................] - ETA: 3:11 - loss: 466.6368 - logits_profile_predictions_loss: 407.2018 - logcount_predictions_loss: 3.6916 287/1509 [====>.........................] - ETA: 3:11 - loss: 466.5484 - logits_profile_predictions_loss: 407.1915 - logcount_predictions_loss: 3.6868 288/1509 [====>.........................] - ETA: 3:11 - loss: 466.4609 - logits_profile_predictions_loss: 407.1816 - logcount_predictions_loss: 3.6819 289/1509 [====>.........................] - ETA: 3:11 - loss: 466.3744 - logits_profile_predictions_loss: 407.1721 - logcount_predictions_loss: 3.6772 290/1509 [====>.........................] - ETA: 3:11 - loss: 466.2883 - logits_profile_predictions_loss: 407.1626 - logcount_predictions_loss: 3.6724 291/1509 [====>.........................] - ETA: 3:11 - loss: 466.2025 - logits_profile_predictions_loss: 407.1530 - logcount_predictions_loss: 3.6677 292/1509 [====>.........................] - ETA: 3:11 - loss: 466.1172 - logits_profile_predictions_loss: 407.1434 - logcount_predictions_loss: 3.6630 293/1509 [====>.........................] - ETA: 3:10 - loss: 466.0321 - logits_profile_predictions_loss: 407.1335 - logcount_predictions_loss: 3.6583 294/1509 [====>.........................] - ETA: 3:10 - loss: 465.9474 - logits_profile_predictions_loss: 407.1236 - logcount_predictions_loss: 3.6536 295/1509 [====>.........................] - ETA: 3:10 - loss: 465.8633 - logits_profile_predictions_loss: 407.1139 - logcount_predictions_loss: 3.6490 296/1509 [====>.........................] - ETA: 3:10 - loss: 465.7792 - logits_profile_predictions_loss: 407.1037 - logcount_predictions_loss: 3.6444 297/1509 [====>.........................] - ETA: 3:10 - loss: 465.6955 - logits_profile_predictions_loss: 407.0935 - logcount_predictions_loss: 3.6399 298/1509 [====>.........................] - ETA: 3:10 - loss: 465.6126 - logits_profile_predictions_loss: 407.0836 - logcount_predictions_loss: 3.6353 299/1509 [====>.........................] - ETA: 3:09 - loss: 465.5304 - logits_profile_predictions_loss: 407.0740 - logcount_predictions_loss: 3.6308 300/1509 [====>.........................] - ETA: 3:09 - loss: 465.4482 - logits_profile_predictions_loss: 407.0640 - logcount_predictions_loss: 3.6263 301/1509 [====>.........................] - ETA: 3:09 - loss: 465.3663 - 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val_logcount_predictions_loss: 0.4349 Epoch 00001: val_loss improved from inf to 393.15027, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15/chrombpnet.h5 Epoch 2/50 1/1509 [..............................] - ETA: 5:48 - loss: 385.4403 - logits_profile_predictions_loss: 377.5749 - logcount_predictions_loss: 0.4885 2/1509 [..............................] - ETA: 3:56 - loss: 386.9185 - logits_profile_predictions_loss: 379.0327 - logcount_predictions_loss: 0.4898 3/1509 [..............................] - ETA: 3:56 - loss: 387.2837 - logits_profile_predictions_loss: 379.5461 - logcount_predictions_loss: 0.4806 4/1509 [..............................] - ETA: 3:56 - loss: 386.9683 - logits_profile_predictions_loss: 379.4725 - logcount_predictions_loss: 0.4656 5/1509 [..............................] - ETA: 3:55 - loss: 387.7555 - logits_profile_predictions_loss: 380.4300 - logcount_predictions_loss: 0.4550 6/1509 [..............................] - ETA: 3:55 - loss: 387.8531 - logits_profile_predictions_loss: 380.6643 - logcount_predictions_loss: 0.4465 7/1509 [..............................] - ETA: 3:55 - loss: 388.0166 - logits_profile_predictions_loss: 380.9502 - logcount_predictions_loss: 0.4389 8/1509 [..............................] - ETA: 3:55 - loss: 388.5982 - logits_profile_predictions_loss: 381.6105 - logcount_predictions_loss: 0.4340 9/1509 [..............................] - ETA: 3:55 - loss: 388.2645 - logits_profile_predictions_loss: 381.3334 - logcount_predictions_loss: 0.4305 10/1509 [..............................] - ETA: 3:55 - loss: 388.0915 - logits_profile_predictions_loss: 381.1881 - logcount_predictions_loss: 0.4288 11/1509 [..............................] - ETA: 3:55 - loss: 387.9818 - logits_profile_predictions_loss: 381.1013 - logcount_predictions_loss: 0.4274 12/1509 [..............................] - ETA: 3:55 - loss: 388.0935 - logits_profile_predictions_loss: 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[..............................] - ETA: 3:51 - loss: 389.4641 - logits_profile_predictions_loss: 382.4865 - logcount_predictions_loss: 0.4334 40/1509 [..............................] - ETA: 3:51 - loss: 389.5724 - logits_profile_predictions_loss: 382.5879 - logcount_predictions_loss: 0.4338 41/1509 [..............................] - ETA: 3:50 - loss: 389.6806 - logits_profile_predictions_loss: 382.6896 - logcount_predictions_loss: 0.4342 42/1509 [..............................] - ETA: 3:50 - loss: 389.7757 - logits_profile_predictions_loss: 382.7796 - logcount_predictions_loss: 0.4345 43/1509 [..............................] - ETA: 3:50 - loss: 389.8659 - logits_profile_predictions_loss: 382.8639 - logcount_predictions_loss: 0.4349 44/1509 [..............................] - ETA: 3:50 - loss: 389.9695 - logits_profile_predictions_loss: 382.9610 - logcount_predictions_loss: 0.4353 45/1509 [..............................] - ETA: 3:50 - loss: 390.1000 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 3:26 - loss: 389.4669 - logits_profile_predictions_loss: 382.3927 - logcount_predictions_loss: 0.4394 197/1509 [==>...........................] - ETA: 3:26 - loss: 389.4582 - logits_profile_predictions_loss: 382.3849 - logcount_predictions_loss: 0.4393 198/1509 [==>...........................] - ETA: 3:26 - loss: 389.4492 - logits_profile_predictions_loss: 382.3768 - logcount_predictions_loss: 0.4393 199/1509 [==>...........................] - ETA: 3:26 - loss: 389.4387 - logits_profile_predictions_loss: 382.3671 - logcount_predictions_loss: 0.4392 200/1509 [==>...........................] - ETA: 3:26 - loss: 389.4289 - logits_profile_predictions_loss: 382.3581 - logcount_predictions_loss: 0.4392 201/1509 [==>...........................] - ETA: 3:26 - loss: 389.4182 - logits_profile_predictions_loss: 382.3483 - logcount_predictions_loss: 0.4391 202/1509 [===>..........................] - ETA: 3:26 - loss: 389.4069 - logits_profile_predictions_loss: 382.3379 - logcount_predictions_loss: 0.4391 203/1509 [===>..........................] - ETA: 3:25 - loss: 389.3958 - logits_profile_predictions_loss: 382.3276 - logcount_predictions_loss: 0.4390 204/1509 [===>..........................] - ETA: 3:25 - loss: 389.3859 - logits_profile_predictions_loss: 382.3186 - logcount_predictions_loss: 0.4390 205/1509 [===>..........................] - ETA: 3:25 - loss: 389.3756 - logits_profile_predictions_loss: 382.3092 - logcount_predictions_loss: 0.4389 206/1509 [===>..........................] - ETA: 3:25 - loss: 389.3663 - logits_profile_predictions_loss: 382.3008 - logcount_predictions_loss: 0.4388 207/1509 [===>..........................] - ETA: 3:25 - loss: 389.3564 - logits_profile_predictions_loss: 382.2918 - logcount_predictions_loss: 0.4388 208/1509 [===>..........................] - ETA: 3:25 - loss: 389.3459 - logits_profile_predictions_loss: 382.2822 - logcount_predictions_loss: 0.4387 209/1509 [===>..........................] - ETA: 3:24 - loss: 389.3351 - logits_profile_predictions_loss: 382.2722 - logcount_predictions_loss: 0.4387 210/1509 [===>..........................] - ETA: 3:24 - loss: 389.3239 - logits_profile_predictions_loss: 382.2619 - logcount_predictions_loss: 0.4386 211/1509 [===>..........................] - ETA: 3:24 - loss: 389.3131 - logits_profile_predictions_loss: 382.2520 - logcount_predictions_loss: 0.4386 212/1509 [===>..........................] - ETA: 3:24 - loss: 389.3029 - logits_profile_predictions_loss: 382.2427 - logcount_predictions_loss: 0.4385 213/1509 [===>..........................] - ETA: 3:24 - loss: 389.2930 - logits_profile_predictions_loss: 382.2338 - logcount_predictions_loss: 0.4385 214/1509 [===>..........................] - ETA: 3:24 - loss: 389.2819 - logits_profile_predictions_loss: 382.2236 - logcount_predictions_loss: 0.4384 215/1509 [===>..........................] - ETA: 3:24 - loss: 389.2708 - logits_profile_predictions_loss: 382.2133 - logcount_predictions_loss: 0.4383 216/1509 [===>..........................] - ETA: 3:23 - loss: 389.2599 - logits_profile_predictions_loss: 382.2034 - logcount_predictions_loss: 0.4383 217/1509 [===>..........................] - ETA: 3:23 - loss: 389.2506 - logits_profile_predictions_loss: 382.1948 - logcount_predictions_loss: 0.4382 218/1509 [===>..........................] - ETA: 3:23 - loss: 389.2409 - logits_profile_predictions_loss: 382.1859 - logcount_predictions_loss: 0.4382 219/1509 [===>..........................] - ETA: 3:23 - loss: 389.2320 - logits_profile_predictions_loss: 382.1778 - logcount_predictions_loss: 0.4381 220/1509 [===>..........................] - ETA: 3:23 - loss: 389.2232 - logits_profile_predictions_loss: 382.1699 - logcount_predictions_loss: 0.4381 221/1509 [===>..........................] - ETA: 3:23 - loss: 389.2145 - logits_profile_predictions_loss: 382.1621 - logcount_predictions_loss: 0.4380 222/1509 [===>..........................] - ETA: 3:22 - loss: 389.2057 - logits_profile_predictions_loss: 382.1541 - logcount_predictions_loss: 0.4380 223/1509 [===>..........................] - ETA: 3:22 - loss: 389.1983 - logits_profile_predictions_loss: 382.1476 - logcount_predictions_loss: 0.4379 224/1509 [===>..........................] - ETA: 3:22 - loss: 389.1912 - logits_profile_predictions_loss: 382.1413 - logcount_predictions_loss: 0.4379 225/1509 [===>..........................] - ETA: 3:22 - loss: 389.1836 - logits_profile_predictions_loss: 382.1345 - logcount_predictions_loss: 0.4378 226/1509 [===>..........................] - ETA: 3:22 - loss: 389.1759 - logits_profile_predictions_loss: 382.1277 - logcount_predictions_loss: 0.4378 227/1509 [===>..........................] - ETA: 3:22 - loss: 389.1688 - logits_profile_predictions_loss: 382.1215 - logcount_predictions_loss: 0.4377 228/1509 [===>..........................] - ETA: 3:21 - loss: 389.1619 - logits_profile_predictions_loss: 382.1154 - logcount_predictions_loss: 0.4377 229/1509 [===>..........................] - ETA: 3:21 - loss: 389.1543 - logits_profile_predictions_loss: 382.1086 - logcount_predictions_loss: 0.4376 230/1509 [===>..........................] - ETA: 3:21 - loss: 389.1461 - logits_profile_predictions_loss: 382.1013 - logcount_predictions_loss: 0.4376 231/1509 [===>..........................] - ETA: 3:21 - loss: 389.1375 - logits_profile_predictions_loss: 382.0936 - logcount_predictions_loss: 0.4375 232/1509 [===>..........................] - ETA: 3:21 - loss: 389.1287 - logits_profile_predictions_loss: 382.0856 - logcount_predictions_loss: 0.4375 233/1509 [===>..........................] - ETA: 3:21 - loss: 389.1204 - logits_profile_predictions_loss: 382.0783 - logcount_predictions_loss: 0.4374 234/1509 [===>..........................] - ETA: 3:21 - loss: 389.1131 - logits_profile_predictions_loss: 382.0718 - logcount_predictions_loss: 0.4373 235/1509 [===>..........................] - ETA: 3:20 - loss: 389.1055 - logits_profile_predictions_loss: 382.0651 - logcount_predictions_loss: 0.4373 236/1509 [===>..........................] - ETA: 3:20 - loss: 389.0989 - logits_profile_predictions_loss: 382.0594 - logcount_predictions_loss: 0.4372 237/1509 [===>..........................] - ETA: 3:20 - loss: 389.0927 - logits_profile_predictions_loss: 382.0541 - logcount_predictions_loss: 0.4372 238/1509 [===>..........................] - ETA: 3:20 - loss: 389.0862 - logits_profile_predictions_loss: 382.0485 - logcount_predictions_loss: 0.4371 239/1509 [===>..........................] - ETA: 3:20 - loss: 389.0795 - logits_profile_predictions_loss: 382.0427 - logcount_predictions_loss: 0.4371 240/1509 [===>..........................] - ETA: 3:20 - loss: 389.0733 - logits_profile_predictions_loss: 382.0374 - logcount_predictions_loss: 0.4370 241/1509 [===>..........................] - ETA: 3:19 - loss: 389.0672 - logits_profile_predictions_loss: 382.0322 - logcount_predictions_loss: 0.4369 242/1509 [===>..........................] - ETA: 3:19 - loss: 389.0625 - logits_profile_predictions_loss: 382.0284 - logcount_predictions_loss: 0.4369 243/1509 [===>..........................] - ETA: 3:19 - loss: 389.0580 - logits_profile_predictions_loss: 382.0248 - logcount_predictions_loss: 0.4368 244/1509 [===>..........................] - ETA: 3:19 - loss: 389.0530 - logits_profile_predictions_loss: 382.0207 - logcount_predictions_loss: 0.4368 245/1509 [===>..........................] - ETA: 3:19 - loss: 389.0482 - logits_profile_predictions_loss: 382.0167 - logcount_predictions_loss: 0.4367 246/1509 [===>..........................] - ETA: 3:19 - loss: 389.0431 - logits_profile_predictions_loss: 382.0124 - logcount_predictions_loss: 0.4367 247/1509 [===>..........................] - ETA: 3:18 - loss: 389.0382 - logits_profile_predictions_loss: 382.0084 - logcount_predictions_loss: 0.4366 248/1509 [===>..........................] - ETA: 3:18 - loss: 389.0339 - logits_profile_predictions_loss: 382.0049 - logcount_predictions_loss: 0.4366 249/1509 [===>..........................] - ETA: 3:18 - loss: 389.0298 - logits_profile_predictions_loss: 382.0017 - logcount_predictions_loss: 0.4365 250/1509 [===>..........................] - ETA: 3:18 - loss: 389.0253 - logits_profile_predictions_loss: 381.9980 - logcount_predictions_loss: 0.4365 251/1509 [===>..........................] - ETA: 3:18 - loss: 389.0206 - logits_profile_predictions_loss: 381.9942 - logcount_predictions_loss: 0.4364 252/1509 [====>.........................] - ETA: 3:18 - loss: 389.0162 - logits_profile_predictions_loss: 381.9906 - logcount_predictions_loss: 0.4364 253/1509 [====>.........................] - ETA: 3:18 - loss: 389.0115 - logits_profile_predictions_loss: 381.9868 - logcount_predictions_loss: 0.4363 254/1509 [====>.........................] - ETA: 3:17 - loss: 389.0070 - logits_profile_predictions_loss: 381.9830 - logcount_predictions_loss: 0.4363 255/1509 [====>.........................] - ETA: 3:17 - loss: 389.0024 - logits_profile_predictions_loss: 381.9792 - logcount_predictions_loss: 0.4362 256/1509 [====>.........................] - ETA: 3:17 - loss: 388.9980 - logits_profile_predictions_loss: 381.9756 - logcount_predictions_loss: 0.4362 257/1509 [====>.........................] - ETA: 3:17 - loss: 388.9941 - logits_profile_predictions_loss: 381.9723 - logcount_predictions_loss: 0.4361 258/1509 [====>.........................] - ETA: 3:17 - loss: 388.9901 - logits_profile_predictions_loss: 381.9690 - logcount_predictions_loss: 0.4361 259/1509 [====>.........................] - ETA: 3:17 - loss: 388.9864 - logits_profile_predictions_loss: 381.9660 - logcount_predictions_loss: 0.4360 260/1509 [====>.........................] - ETA: 3:16 - loss: 388.9826 - logits_profile_predictions_loss: 381.9630 - logcount_predictions_loss: 0.4360 261/1509 [====>.........................] - ETA: 3:16 - loss: 388.9797 - logits_profile_predictions_loss: 381.9608 - logcount_predictions_loss: 0.4360 262/1509 [====>.........................] - ETA: 3:16 - loss: 388.9759 - logits_profile_predictions_loss: 381.9577 - logcount_predictions_loss: 0.4359 263/1509 [====>.........................] - ETA: 3:16 - loss: 388.9717 - logits_profile_predictions_loss: 381.9542 - logcount_predictions_loss: 0.4359 264/1509 [====>.........................] - ETA: 3:16 - loss: 388.9669 - logits_profile_predictions_loss: 381.9502 - logcount_predictions_loss: 0.4358 265/1509 [====>.........................] - ETA: 3:16 - loss: 388.9616 - logits_profile_predictions_loss: 381.9455 - logcount_predictions_loss: 0.4358 266/1509 [====>.........................] - ETA: 3:15 - loss: 388.9560 - logits_profile_predictions_loss: 381.9407 - logcount_predictions_loss: 0.4357 267/1509 [====>.........................] - ETA: 3:15 - loss: 388.9509 - logits_profile_predictions_loss: 381.9364 - logcount_predictions_loss: 0.4357 268/1509 [====>.........................] - ETA: 3:15 - loss: 388.9457 - logits_profile_predictions_loss: 381.9318 - logcount_predictions_loss: 0.4356 269/1509 [====>.........................] - ETA: 3:15 - loss: 388.9410 - logits_profile_predictions_loss: 381.9278 - logcount_predictions_loss: 0.4356 270/1509 [====>.........................] - ETA: 3:15 - loss: 388.9364 - logits_profile_predictions_loss: 381.9240 - logcount_predictions_loss: 0.4355 271/1509 [====>.........................] - ETA: 3:15 - loss: 388.9321 - logits_profile_predictions_loss: 381.9204 - logcount_predictions_loss: 0.4355 272/1509 [====>.........................] - ETA: 3:15 - loss: 388.9274 - logits_profile_predictions_loss: 381.9164 - logcount_predictions_loss: 0.4355 273/1509 [====>.........................] - ETA: 3:14 - loss: 388.9230 - logits_profile_predictions_loss: 381.9128 - logcount_predictions_loss: 0.4354 274/1509 [====>.........................] - ETA: 3:14 - loss: 388.9189 - logits_profile_predictions_loss: 381.9094 - logcount_predictions_loss: 0.4354 275/1509 [====>.........................] - ETA: 3:14 - loss: 388.9151 - logits_profile_predictions_loss: 381.9064 - logcount_predictions_loss: 0.4353 276/1509 [====>.........................] - ETA: 3:14 - loss: 388.9107 - logits_profile_predictions_loss: 381.9026 - logcount_predictions_loss: 0.4353 277/1509 [====>.........................] - ETA: 3:14 - loss: 388.9056 - logits_profile_predictions_loss: 381.8983 - logcount_predictions_loss: 0.4352 278/1509 [====>.........................] - ETA: 3:14 - loss: 388.9008 - logits_profile_predictions_loss: 381.8942 - logcount_predictions_loss: 0.4352 279/1509 [====>.........................] - ETA: 3:13 - loss: 388.8962 - logits_profile_predictions_loss: 381.8902 - logcount_predictions_loss: 0.4352 280/1509 [====>.........................] - ETA: 3:13 - loss: 388.8919 - logits_profile_predictions_loss: 381.8865 - logcount_predictions_loss: 0.4351 281/1509 [====>.........................] - ETA: 3:13 - loss: 388.8876 - logits_profile_predictions_loss: 381.8828 - logcount_predictions_loss: 0.4351 282/1509 [====>.........................] - ETA: 3:13 - loss: 388.8835 - logits_profile_predictions_loss: 381.8794 - logcount_predictions_loss: 0.4350 283/1509 [====>.........................] - ETA: 3:13 - loss: 388.8801 - logits_profile_predictions_loss: 381.8766 - logcount_predictions_loss: 0.4350 284/1509 [====>.........................] - ETA: 3:13 - loss: 388.8768 - logits_profile_predictions_loss: 381.8739 - logcount_predictions_loss: 0.4350 285/1509 [====>.........................] - ETA: 3:12 - loss: 388.8733 - logits_profile_predictions_loss: 381.8710 - logcount_predictions_loss: 0.4349 286/1509 [====>.........................] - ETA: 3:12 - loss: 388.8695 - logits_profile_predictions_loss: 381.8678 - logcount_predictions_loss: 0.4349 287/1509 [====>.........................] - ETA: 3:12 - loss: 388.8657 - logits_profile_predictions_loss: 381.8646 - logcount_predictions_loss: 0.4348 288/1509 [====>.........................] - ETA: 3:12 - loss: 388.8620 - logits_profile_predictions_loss: 381.8615 - logcount_predictions_loss: 0.4348 289/1509 [====>.........................] - ETA: 3:12 - loss: 388.8585 - logits_profile_predictions_loss: 381.8587 - logcount_predictions_loss: 0.4348 290/1509 [====>.........................] - ETA: 3:12 - loss: 388.8557 - logits_profile_predictions_loss: 381.8564 - logcount_predictions_loss: 0.4347 291/1509 [====>.........................] - ETA: 3:12 - loss: 388.8534 - logits_profile_predictions_loss: 381.8546 - logcount_predictions_loss: 0.4347 292/1509 [====>.........................] - ETA: 3:11 - loss: 388.8518 - logits_profile_predictions_loss: 381.8536 - logcount_predictions_loss: 0.4347 293/1509 [====>.........................] - ETA: 3:11 - loss: 388.8498 - logits_profile_predictions_loss: 381.8522 - logcount_predictions_loss: 0.4346 294/1509 [====>.........................] - ETA: 3:11 - loss: 388.8482 - logits_profile_predictions_loss: 381.8512 - logcount_predictions_loss: 0.4346 295/1509 [====>.........................] - ETA: 3:11 - loss: 388.8465 - logits_profile_predictions_loss: 381.8500 - logcount_predictions_loss: 0.4346 296/1509 [====>.........................] - ETA: 3:11 - loss: 388.8445 - logits_profile_predictions_loss: 381.8485 - logcount_predictions_loss: 0.4345 297/1509 [====>.........................] - ETA: 3:11 - loss: 388.8424 - logits_profile_predictions_loss: 381.8469 - logcount_predictions_loss: 0.4345 298/1509 [====>.........................] - ETA: 3:10 - loss: 388.8403 - logits_profile_predictions_loss: 381.8454 - logcount_predictions_loss: 0.4345 299/1509 [====>.........................] - ETA: 3:10 - loss: 388.8382 - logits_profile_predictions_loss: 381.8438 - logcount_predictions_loss: 0.4344 300/1509 [====>.........................] - ETA: 3:10 - loss: 388.8362 - logits_profile_predictions_loss: 381.8423 - logcount_predictions_loss: 0.4344 301/1509 [====>.........................] - ETA: 3:10 - loss: 388.8344 - logits_profile_predictions_loss: 381.8411 - logcount_predictions_loss: 0.4344 302/1509 [=====>........................] - ETA: 3:10 - loss: 388.8328 - logits_profile_predictions_loss: 381.8400 - logcount_predictions_loss: 0.4343 303/1509 [=====>........................] - ETA: 3:10 - loss: 388.8311 - logits_profile_predictions_loss: 381.8388 - logcount_predictions_loss: 0.4343 304/1509 [=====>........................] - ETA: 3:10 - loss: 388.8297 - logits_profile_predictions_loss: 381.8379 - logcount_predictions_loss: 0.4343 305/1509 [=====>........................] - ETA: 3:09 - loss: 388.8282 - logits_profile_predictions_loss: 381.8369 - logcount_predictions_loss: 0.4342 306/1509 [=====>........................] - ETA: 3:09 - loss: 388.8267 - logits_profile_predictions_loss: 381.8359 - logcount_predictions_loss: 0.4342 307/1509 [=====>........................] - ETA: 3:09 - loss: 388.8247 - logits_profile_predictions_loss: 381.8344 - logcount_predictions_loss: 0.4342 308/1509 [=====>........................] - ETA: 3:09 - loss: 388.8226 - logits_profile_predictions_loss: 381.8329 - logcount_predictions_loss: 0.4341 309/1509 [=====>........................] - ETA: 3:09 - loss: 388.8203 - logits_profile_predictions_loss: 381.8311 - logcount_predictions_loss: 0.4341 310/1509 [=====>........................] - ETA: 3:09 - loss: 388.8176 - logits_profile_predictions_loss: 381.8289 - logcount_predictions_loss: 0.4341 311/1509 [=====>........................] - ETA: 3:08 - loss: 388.8149 - logits_profile_predictions_loss: 381.8267 - logcount_predictions_loss: 0.4340 312/1509 [=====>........................] - ETA: 3:08 - loss: 388.8121 - logits_profile_predictions_loss: 381.8245 - logcount_predictions_loss: 0.4340 313/1509 [=====>........................] - ETA: 3:08 - loss: 388.8100 - logits_profile_predictions_loss: 381.8229 - logcount_predictions_loss: 0.4340 314/1509 [=====>........................] - ETA: 3:08 - loss: 388.8077 - logits_profile_predictions_loss: 381.8211 - logcount_predictions_loss: 0.4339 315/1509 [=====>........................] - ETA: 3:08 - loss: 388.8056 - logits_profile_predictions_loss: 381.8195 - logcount_predictions_loss: 0.4339 316/1509 [=====>........................] - ETA: 3:08 - loss: 388.8037 - logits_profile_predictions_loss: 381.8181 - logcount_predictions_loss: 0.4339 317/1509 [=====>........................] - ETA: 3:07 - loss: 388.8019 - logits_profile_predictions_loss: 381.8169 - logcount_predictions_loss: 0.4338 318/1509 [=====>........................] - ETA: 3:07 - loss: 388.8001 - logits_profile_predictions_loss: 381.8155 - logcount_predictions_loss: 0.4338 319/1509 [=====>........................] - ETA: 3:07 - loss: 388.7987 - logits_profile_predictions_loss: 381.8146 - logcount_predictions_loss: 0.4338 320/1509 [=====>........................] - ETA: 3:07 - loss: 388.7976 - logits_profile_predictions_loss: 381.8141 - logcount_predictions_loss: 0.4338 321/1509 [=====>........................] - ETA: 3:07 - loss: 388.7967 - logits_profile_predictions_loss: 381.8137 - logcount_predictions_loss: 0.4337 322/1509 [=====>........................] - ETA: 3:07 - loss: 388.7957 - logits_profile_predictions_loss: 381.8131 - logcount_predictions_loss: 0.4337 323/1509 [=====>........................] - ETA: 3:07 - loss: 388.7943 - logits_profile_predictions_loss: 381.8122 - logcount_predictions_loss: 0.4337 324/1509 [=====>........................] - ETA: 3:06 - loss: 388.7934 - logits_profile_predictions_loss: 381.8118 - logcount_predictions_loss: 0.4336 325/1509 [=====>........................] - ETA: 3:06 - loss: 388.7922 - logits_profile_predictions_loss: 381.8110 - logcount_predictions_loss: 0.4336 326/1509 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[============================>.] - ETA: 5s - loss: 386.5795 - logits_profile_predictions_loss: 379.9522 - logcount_predictions_loss: 0.4116 1478/1509 [============================>.] - ETA: 4s - loss: 386.5779 - logits_profile_predictions_loss: 379.9508 - logcount_predictions_loss: 0.4116 1479/1509 [============================>.] - ETA: 4s - loss: 386.5764 - logits_profile_predictions_loss: 379.9495 - logcount_predictions_loss: 0.4116 1480/1509 [============================>.] - ETA: 4s - loss: 386.5748 - logits_profile_predictions_loss: 379.9482 - logcount_predictions_loss: 0.4116 1481/1509 [============================>.] - ETA: 4s - loss: 386.5733 - logits_profile_predictions_loss: 379.9468 - logcount_predictions_loss: 0.4116 1482/1509 [============================>.] - ETA: 4s - loss: 386.5717 - logits_profile_predictions_loss: 379.9455 - logcount_predictions_loss: 0.4116 1483/1509 [============================>.] - ETA: 4s - loss: 386.5702 - logits_profile_predictions_loss: 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[==============================] - 249s 165ms/step - loss: 386.5288 - logits_profile_predictions_loss: 379.9083 - logcount_predictions_loss: 0.4112 - val_loss: 385.6194 - val_logits_profile_predictions_loss: 380.1069 - val_logcount_predictions_loss: 0.3424 Epoch 00002: val_loss improved from 393.15027 to 385.61935, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15/chrombpnet.h5 Epoch 3/50 1/1509 [..............................] - ETA: 5:19 - loss: 368.7940 - logits_profile_predictions_loss: 363.9952 - logcount_predictions_loss: 0.2981 2/1509 [..............................] - ETA: 4:01 - loss: 366.5635 - logits_profile_predictions_loss: 361.4462 - logcount_predictions_loss: 0.3178 3/1509 [..............................] - ETA: 3:58 - loss: 367.3588 - logits_profile_predictions_loss: 362.0021 - logcount_predictions_loss: 0.3327 4/1509 [..............................] - ETA: 3:57 - loss: 368.2282 - logits_profile_predictions_loss: 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[..............................] - ETA: 3:54 - loss: 380.3671 - logits_profile_predictions_loss: 374.1094 - logcount_predictions_loss: 0.3887 19/1509 [..............................] - ETA: 3:53 - loss: 380.9502 - logits_profile_predictions_loss: 374.6820 - logcount_predictions_loss: 0.3893 20/1509 [..............................] - ETA: 3:53 - loss: 381.4187 - logits_profile_predictions_loss: 375.1445 - logcount_predictions_loss: 0.3897 21/1509 [..............................] - ETA: 3:53 - loss: 381.8820 - logits_profile_predictions_loss: 375.6016 - logcount_predictions_loss: 0.3901 22/1509 [..............................] - ETA: 3:53 - loss: 382.2150 - logits_profile_predictions_loss: 375.9337 - logcount_predictions_loss: 0.3901 23/1509 [..............................] - ETA: 3:53 - loss: 382.4506 - logits_profile_predictions_loss: 376.1722 - logcount_predictions_loss: 0.3900 24/1509 [..............................] - ETA: 3:53 - loss: 382.6302 - logits_profile_predictions_loss: 376.3530 - logcount_predictions_loss: 0.3899 25/1509 [..............................] - ETA: 3:52 - loss: 382.8220 - logits_profile_predictions_loss: 376.5461 - logcount_predictions_loss: 0.3898 26/1509 [..............................] - ETA: 3:52 - loss: 382.9840 - logits_profile_predictions_loss: 376.7120 - logcount_predictions_loss: 0.3896 27/1509 [..............................] - ETA: 3:52 - loss: 383.0678 - logits_profile_predictions_loss: 376.7993 - logcount_predictions_loss: 0.3893 28/1509 [..............................] - ETA: 3:52 - loss: 383.1328 - logits_profile_predictions_loss: 376.8661 - logcount_predictions_loss: 0.3892 29/1509 [..............................] - ETA: 3:52 - loss: 383.1889 - logits_profile_predictions_loss: 376.9251 - logcount_predictions_loss: 0.3891 30/1509 [..............................] - ETA: 3:52 - loss: 383.2271 - logits_profile_predictions_loss: 376.9666 - logcount_predictions_loss: 0.3889 31/1509 [..............................] - ETA: 3:52 - 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[>.............................] - ETA: 3:49 - loss: 382.4721 - logits_profile_predictions_loss: 376.3258 - logcount_predictions_loss: 0.3818 52/1509 [>.............................] - ETA: 3:48 - loss: 382.4274 - logits_profile_predictions_loss: 376.2858 - logcount_predictions_loss: 0.3815 53/1509 [>.............................] - ETA: 3:48 - loss: 382.3723 - logits_profile_predictions_loss: 376.2355 - logcount_predictions_loss: 0.3812 54/1509 [>.............................] - ETA: 3:48 - loss: 382.3052 - logits_profile_predictions_loss: 376.1726 - logcount_predictions_loss: 0.3809 55/1509 [>.............................] - ETA: 3:48 - loss: 382.2500 - logits_profile_predictions_loss: 376.1214 - logcount_predictions_loss: 0.3807 56/1509 [>.............................] - ETA: 3:48 - loss: 382.1818 - logits_profile_predictions_loss: 376.0568 - logcount_predictions_loss: 0.3804 57/1509 [>.............................] - ETA: 3:48 - loss: 382.1111 - logits_profile_predictions_loss: 375.9896 - logcount_predictions_loss: 0.3802 58/1509 [>.............................] - ETA: 3:47 - loss: 382.0299 - logits_profile_predictions_loss: 375.9118 - logcount_predictions_loss: 0.3800 59/1509 [>.............................] - ETA: 3:47 - loss: 381.9610 - logits_profile_predictions_loss: 375.8451 - logcount_predictions_loss: 0.3799 60/1509 [>.............................] - ETA: 3:47 - loss: 381.9000 - logits_profile_predictions_loss: 375.7860 - logcount_predictions_loss: 0.3798 61/1509 [>.............................] - ETA: 3:47 - loss: 381.8461 - logits_profile_predictions_loss: 375.7337 - logcount_predictions_loss: 0.3797 62/1509 [>.............................] - ETA: 3:47 - loss: 381.7969 - logits_profile_predictions_loss: 375.6864 - logcount_predictions_loss: 0.3795 63/1509 [>.............................] - ETA: 3:47 - loss: 381.7474 - logits_profile_predictions_loss: 375.6384 - logcount_predictions_loss: 0.3794 64/1509 [>.............................] - ETA: 3:46 - 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[===>..........................] - ETA: 3:24 - loss: 379.3908 - logits_profile_predictions_loss: 373.3734 - logcount_predictions_loss: 0.3738 209/1509 [===>..........................] - ETA: 3:24 - loss: 379.3835 - logits_profile_predictions_loss: 373.3663 - logcount_predictions_loss: 0.3737 210/1509 [===>..........................] - ETA: 3:24 - loss: 379.3764 - logits_profile_predictions_loss: 373.3594 - logcount_predictions_loss: 0.3737 211/1509 [===>..........................] - ETA: 3:24 - loss: 379.3701 - logits_profile_predictions_loss: 373.3532 - logcount_predictions_loss: 0.3737 212/1509 [===>..........................] - ETA: 3:23 - loss: 379.3640 - logits_profile_predictions_loss: 373.3473 - logcount_predictions_loss: 0.3737 213/1509 [===>..........................] - ETA: 3:23 - loss: 379.3579 - logits_profile_predictions_loss: 373.3414 - logcount_predictions_loss: 0.3737 214/1509 [===>..........................] - ETA: 3:23 - loss: 379.3527 - 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[====>.........................] - ETA: 3:10 - loss: 379.1891 - logits_profile_predictions_loss: 373.1911 - logcount_predictions_loss: 0.3726 300/1509 [====>.........................] - ETA: 3:10 - loss: 379.1882 - logits_profile_predictions_loss: 373.1905 - logcount_predictions_loss: 0.3725 301/1509 [====>.........................] - ETA: 3:09 - loss: 379.1867 - logits_profile_predictions_loss: 373.1893 - logcount_predictions_loss: 0.3725 302/1509 [=====>........................] - ETA: 3:09 - loss: 379.1846 - logits_profile_predictions_loss: 373.1875 - logcount_predictions_loss: 0.3725 303/1509 [=====>........................] - ETA: 3:09 - loss: 379.1825 - logits_profile_predictions_loss: 373.1858 - logcount_predictions_loss: 0.3725 304/1509 [=====>........................] - ETA: 3:09 - loss: 379.1807 - logits_profile_predictions_loss: 373.1843 - logcount_predictions_loss: 0.3725 305/1509 [=====>........................] - ETA: 3:09 - loss: 379.1784 - 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[=====>........................] - ETA: 3:08 - loss: 379.1672 - logits_profile_predictions_loss: 373.1735 - logcount_predictions_loss: 0.3723 313/1509 [=====>........................] - ETA: 3:08 - loss: 379.1667 - logits_profile_predictions_loss: 373.1733 - logcount_predictions_loss: 0.3723 314/1509 [=====>........................] - ETA: 3:07 - loss: 379.1663 - logits_profile_predictions_loss: 373.1731 - logcount_predictions_loss: 0.3723 315/1509 [=====>........................] - ETA: 3:07 - loss: 379.1663 - logits_profile_predictions_loss: 373.1734 - logcount_predictions_loss: 0.3722 316/1509 [=====>........................] - ETA: 3:07 - loss: 379.1670 - logits_profile_predictions_loss: 373.1743 - logcount_predictions_loss: 0.3722 317/1509 [=====>........................] - ETA: 3:07 - loss: 379.1675 - logits_profile_predictions_loss: 373.1750 - logcount_predictions_loss: 0.3722 318/1509 [=====>........................] - ETA: 3:07 - loss: 379.1678 - 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[=====>........................] - ETA: 3:06 - loss: 379.1683 - logits_profile_predictions_loss: 373.1776 - logcount_predictions_loss: 0.3721 326/1509 [=====>........................] - ETA: 3:06 - loss: 379.1681 - logits_profile_predictions_loss: 373.1777 - logcount_predictions_loss: 0.3721 327/1509 [=====>........................] - ETA: 3:05 - loss: 379.1682 - logits_profile_predictions_loss: 373.1780 - logcount_predictions_loss: 0.3721 328/1509 [=====>........................] - ETA: 3:05 - loss: 379.1680 - logits_profile_predictions_loss: 373.1780 - logcount_predictions_loss: 0.3721 329/1509 [=====>........................] - ETA: 3:05 - loss: 379.1680 - logits_profile_predictions_loss: 373.1781 - logcount_predictions_loss: 0.3720 330/1509 [=====>........................] - ETA: 3:05 - loss: 379.1677 - logits_profile_predictions_loss: 373.1780 - logcount_predictions_loss: 0.3720 331/1509 [=====>........................] - ETA: 3:05 - loss: 379.1673 - 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[==============================] - ETA: 0s - loss: 379.2319 - logits_profile_predictions_loss: 373.3413 - logcount_predictions_loss: 0.3659 1509/1509 [==============================] - 249s 165ms/step - loss: 379.2315 - logits_profile_predictions_loss: 373.3410 - logcount_predictions_loss: 0.3659 - val_loss: 383.7901 - val_logits_profile_predictions_loss: 378.2786 - val_logcount_predictions_loss: 0.3423 Epoch 00003: val_loss improved from 385.61935 to 383.79007, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15/chrombpnet.h5 Epoch 4/50 1/1509 [..............................] - ETA: 5:18 - loss: 326.2064 - logits_profile_predictions_loss: 320.6527 - logcount_predictions_loss: 0.3449 2/1509 [..............................] - ETA: 4:05 - loss: 336.6810 - logits_profile_predictions_loss: 330.9422 - logcount_predictions_loss: 0.3564 3/1509 [..............................] - ETA: 3:59 - loss: 345.2252 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 366.6740 - logcount_predictions_loss: 0.3613 136/1509 [=>............................] - ETA: 3:35 - loss: 372.5111 - logits_profile_predictions_loss: 366.6949 - logcount_predictions_loss: 0.3613 137/1509 [=>............................] - ETA: 3:35 - loss: 372.5320 - logits_profile_predictions_loss: 366.7167 - logcount_predictions_loss: 0.3612 138/1509 [=>............................] - ETA: 3:35 - loss: 372.5532 - logits_profile_predictions_loss: 366.7387 - logcount_predictions_loss: 0.3611 139/1509 [=>............................] - ETA: 3:35 - loss: 372.5754 - logits_profile_predictions_loss: 366.7619 - logcount_predictions_loss: 0.3611 140/1509 [=>............................] - ETA: 3:35 - loss: 372.6014 - logits_profile_predictions_loss: 366.7888 - logcount_predictions_loss: 0.3610 141/1509 [=>............................] - ETA: 3:34 - loss: 372.6245 - logits_profile_predictions_loss: 366.8129 - logcount_predictions_loss: 0.3610 142/1509 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[==>...........................] - ETA: 3:32 - loss: 372.8921 - logits_profile_predictions_loss: 367.0960 - logcount_predictions_loss: 0.3600 156/1509 [==>...........................] - ETA: 3:32 - loss: 372.9083 - logits_profile_predictions_loss: 367.1135 - logcount_predictions_loss: 0.3599 157/1509 [==>...........................] - ETA: 3:32 - loss: 372.9265 - logits_profile_predictions_loss: 367.1328 - logcount_predictions_loss: 0.3599 158/1509 [==>...........................] - ETA: 3:32 - loss: 372.9449 - logits_profile_predictions_loss: 367.1524 - logcount_predictions_loss: 0.3598 159/1509 [==>...........................] - ETA: 3:32 - loss: 372.9655 - logits_profile_predictions_loss: 367.1741 - logcount_predictions_loss: 0.3597 160/1509 [==>...........................] - ETA: 3:32 - loss: 372.9857 - logits_profile_predictions_loss: 367.1953 - logcount_predictions_loss: 0.3596 161/1509 [==>...........................] - ETA: 3:31 - loss: 373.0063 - 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[==>...........................] - ETA: 3:28 - loss: 373.3075 - logits_profile_predictions_loss: 367.5400 - logcount_predictions_loss: 0.3582 182/1509 [==>...........................] - ETA: 3:28 - loss: 373.3186 - logits_profile_predictions_loss: 367.5520 - logcount_predictions_loss: 0.3582 183/1509 [==>...........................] - ETA: 3:28 - loss: 373.3304 - logits_profile_predictions_loss: 367.5647 - logcount_predictions_loss: 0.3581 184/1509 [==>...........................] - ETA: 3:28 - loss: 373.3421 - logits_profile_predictions_loss: 367.5773 - logcount_predictions_loss: 0.3581 185/1509 [==>...........................] - ETA: 3:28 - loss: 373.3546 - logits_profile_predictions_loss: 367.5907 - logcount_predictions_loss: 0.3580 186/1509 [==>...........................] - ETA: 3:28 - loss: 373.3666 - logits_profile_predictions_loss: 367.6036 - logcount_predictions_loss: 0.3580 187/1509 [==>...........................] - ETA: 3:27 - loss: 373.3788 - 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[==>...........................] - ETA: 3:26 - loss: 373.4576 - logits_profile_predictions_loss: 367.7007 - logcount_predictions_loss: 0.3576 195/1509 [==>...........................] - ETA: 3:26 - loss: 373.4692 - logits_profile_predictions_loss: 367.7131 - logcount_predictions_loss: 0.3575 196/1509 [==>...........................] - ETA: 3:26 - loss: 373.4803 - logits_profile_predictions_loss: 367.7249 - logcount_predictions_loss: 0.3575 197/1509 [==>...........................] - ETA: 3:26 - loss: 373.4912 - logits_profile_predictions_loss: 367.7366 - logcount_predictions_loss: 0.3574 198/1509 [==>...........................] - ETA: 3:26 - loss: 373.5026 - logits_profile_predictions_loss: 367.7488 - logcount_predictions_loss: 0.3574 199/1509 [==>...........................] - ETA: 3:26 - loss: 373.5140 - logits_profile_predictions_loss: 367.7610 - logcount_predictions_loss: 0.3573 200/1509 [==>...........................] - ETA: 3:25 - loss: 373.5241 - 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[===>..........................] - ETA: 3:24 - loss: 373.5835 - logits_profile_predictions_loss: 367.8371 - logcount_predictions_loss: 0.3569 208/1509 [===>..........................] - ETA: 3:24 - loss: 373.5922 - logits_profile_predictions_loss: 367.8466 - logcount_predictions_loss: 0.3569 209/1509 [===>..........................] - ETA: 3:24 - loss: 373.6011 - logits_profile_predictions_loss: 367.8563 - logcount_predictions_loss: 0.3568 210/1509 [===>..........................] - ETA: 3:24 - loss: 373.6097 - logits_profile_predictions_loss: 367.8658 - logcount_predictions_loss: 0.3568 211/1509 [===>..........................] - ETA: 3:24 - loss: 373.6176 - logits_profile_predictions_loss: 367.8745 - logcount_predictions_loss: 0.3567 212/1509 [===>..........................] - ETA: 3:24 - loss: 373.6254 - logits_profile_predictions_loss: 367.8830 - logcount_predictions_loss: 0.3567 213/1509 [===>..........................] - ETA: 3:23 - loss: 373.6329 - 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[===>..........................] - ETA: 3:22 - loss: 373.6821 - logits_profile_predictions_loss: 367.9456 - logcount_predictions_loss: 0.3563 221/1509 [===>..........................] - ETA: 3:22 - loss: 373.6903 - logits_profile_predictions_loss: 367.9544 - logcount_predictions_loss: 0.3563 222/1509 [===>..........................] - ETA: 3:22 - loss: 373.6988 - logits_profile_predictions_loss: 367.9636 - logcount_predictions_loss: 0.3562 223/1509 [===>..........................] - ETA: 3:22 - loss: 373.7069 - logits_profile_predictions_loss: 367.9724 - logcount_predictions_loss: 0.3562 224/1509 [===>..........................] - ETA: 3:22 - loss: 373.7158 - logits_profile_predictions_loss: 367.9818 - logcount_predictions_loss: 0.3561 225/1509 [===>..........................] - ETA: 3:21 - loss: 373.7237 - logits_profile_predictions_loss: 367.9905 - logcount_predictions_loss: 0.3561 226/1509 [===>..........................] - ETA: 3:21 - loss: 373.7305 - 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[===>..........................] - ETA: 3:20 - loss: 373.7749 - logits_profile_predictions_loss: 368.0470 - logcount_predictions_loss: 0.3558 234/1509 [===>..........................] - ETA: 3:20 - loss: 373.7810 - logits_profile_predictions_loss: 368.0538 - logcount_predictions_loss: 0.3557 235/1509 [===>..........................] - ETA: 3:20 - loss: 373.7870 - logits_profile_predictions_loss: 368.0604 - logcount_predictions_loss: 0.3557 236/1509 [===>..........................] - ETA: 3:20 - loss: 373.7926 - logits_profile_predictions_loss: 368.0667 - logcount_predictions_loss: 0.3556 237/1509 [===>..........................] - ETA: 3:20 - loss: 373.7983 - logits_profile_predictions_loss: 368.0732 - logcount_predictions_loss: 0.3556 238/1509 [===>..........................] - ETA: 3:19 - loss: 373.8040 - logits_profile_predictions_loss: 368.0796 - logcount_predictions_loss: 0.3556 239/1509 [===>..........................] - ETA: 3:19 - loss: 373.8100 - 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[============================>.] - ETA: 0s - loss: 374.8832 - logits_profile_predictions_loss: 369.3711 - logcount_predictions_loss: 0.3424 1509/1509 [==============================] - ETA: 0s - loss: 374.8829 - logits_profile_predictions_loss: 369.3708 - logcount_predictions_loss: 0.3424 1509/1509 [==============================] - 249s 165ms/step - loss: 374.8826 - logits_profile_predictions_loss: 369.3705 - logcount_predictions_loss: 0.3424 - val_loss: 382.1758 - val_logits_profile_predictions_loss: 377.1072 - val_logcount_predictions_loss: 0.3148 Epoch 00004: val_loss improved from 383.79007 to 382.17581, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15/chrombpnet.h5 Epoch 5/50 1/1509 [..............................] - ETA: 5:38 - loss: 338.0605 - logits_profile_predictions_loss: 332.3461 - logcount_predictions_loss: 0.3549 2/1509 [..............................] - ETA: 3:56 - loss: 359.0245 - logits_profile_predictions_loss: 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[..............................] - ETA: 3:54 - loss: 373.0026 - logits_profile_predictions_loss: 367.8380 - logcount_predictions_loss: 0.3208 17/1509 [..............................] - ETA: 3:53 - loss: 372.7625 - logits_profile_predictions_loss: 367.6199 - logcount_predictions_loss: 0.3194 18/1509 [..............................] - ETA: 3:53 - loss: 372.5116 - logits_profile_predictions_loss: 367.3849 - logcount_predictions_loss: 0.3184 19/1509 [..............................] - ETA: 3:53 - loss: 372.2821 - logits_profile_predictions_loss: 367.1667 - logcount_predictions_loss: 0.3177 20/1509 [..............................] - ETA: 3:53 - loss: 372.0778 - logits_profile_predictions_loss: 366.9720 - logcount_predictions_loss: 0.3171 21/1509 [..............................] - ETA: 3:53 - loss: 371.8964 - logits_profile_predictions_loss: 366.7991 - logcount_predictions_loss: 0.3166 22/1509 [..............................] - ETA: 3:53 - loss: 371.7034 - logits_profile_predictions_loss: 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[..............................] - ETA: 3:49 - loss: 368.2201 - logits_profile_predictions_loss: 363.1287 - logcount_predictions_loss: 0.3162 50/1509 [..............................] - ETA: 3:49 - loss: 368.1788 - logits_profile_predictions_loss: 363.0879 - logcount_predictions_loss: 0.3162 51/1509 [>.............................] - ETA: 3:49 - loss: 368.1315 - logits_profile_predictions_loss: 363.0402 - logcount_predictions_loss: 0.3162 52/1509 [>.............................] - ETA: 3:48 - loss: 368.0941 - logits_profile_predictions_loss: 363.0023 - logcount_predictions_loss: 0.3163 53/1509 [>.............................] - ETA: 3:48 - loss: 368.0375 - logits_profile_predictions_loss: 362.9456 - logcount_predictions_loss: 0.3163 54/1509 [>.............................] - ETA: 3:48 - loss: 368.0047 - logits_profile_predictions_loss: 362.9118 - logcount_predictions_loss: 0.3163 55/1509 [>.............................] - ETA: 3:48 - loss: 367.9787 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 3:24 - loss: 369.4580 - logits_profile_predictions_loss: 364.2716 - logcount_predictions_loss: 0.3221 207/1509 [===>..........................] - ETA: 3:24 - loss: 369.4600 - logits_profile_predictions_loss: 364.2738 - logcount_predictions_loss: 0.3221 208/1509 [===>..........................] - ETA: 3:24 - loss: 369.4612 - logits_profile_predictions_loss: 364.2753 - logcount_predictions_loss: 0.3221 209/1509 [===>..........................] - ETA: 3:24 - loss: 369.4617 - logits_profile_predictions_loss: 364.2760 - logcount_predictions_loss: 0.3221 210/1509 [===>..........................] - ETA: 3:24 - loss: 369.4622 - logits_profile_predictions_loss: 364.2767 - logcount_predictions_loss: 0.3221 211/1509 [===>..........................] - ETA: 3:23 - loss: 369.4619 - logits_profile_predictions_loss: 364.2766 - logcount_predictions_loss: 0.3221 212/1509 [===>..........................] - ETA: 3:23 - loss: 369.4613 - 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[===>..........................] - ETA: 3:22 - loss: 369.4593 - logits_profile_predictions_loss: 364.2762 - logcount_predictions_loss: 0.3219 220/1509 [===>..........................] - ETA: 3:22 - loss: 369.4585 - logits_profile_predictions_loss: 364.2758 - logcount_predictions_loss: 0.3219 221/1509 [===>..........................] - ETA: 3:22 - loss: 369.4574 - logits_profile_predictions_loss: 364.2751 - logcount_predictions_loss: 0.3219 222/1509 [===>..........................] - ETA: 3:22 - loss: 369.4559 - logits_profile_predictions_loss: 364.2739 - logcount_predictions_loss: 0.3219 223/1509 [===>..........................] - ETA: 3:22 - loss: 369.4548 - logits_profile_predictions_loss: 364.2732 - logcount_predictions_loss: 0.3218 224/1509 [===>..........................] - ETA: 3:21 - loss: 369.4534 - logits_profile_predictions_loss: 364.2721 - logcount_predictions_loss: 0.3218 225/1509 [===>..........................] - ETA: 3:21 - loss: 369.4523 - 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[===>..........................] - ETA: 3:20 - loss: 369.4411 - logits_profile_predictions_loss: 364.2627 - logcount_predictions_loss: 0.3216 233/1509 [===>..........................] - ETA: 3:20 - loss: 369.4389 - logits_profile_predictions_loss: 364.2608 - logcount_predictions_loss: 0.3216 234/1509 [===>..........................] - ETA: 3:20 - loss: 369.4372 - logits_profile_predictions_loss: 364.2594 - logcount_predictions_loss: 0.3216 235/1509 [===>..........................] - ETA: 3:20 - loss: 369.4354 - logits_profile_predictions_loss: 364.2580 - logcount_predictions_loss: 0.3216 236/1509 [===>..........................] - ETA: 3:20 - loss: 369.4339 - logits_profile_predictions_loss: 364.2568 - logcount_predictions_loss: 0.3216 237/1509 [===>..........................] - ETA: 3:19 - loss: 369.4326 - logits_profile_predictions_loss: 364.2559 - logcount_predictions_loss: 0.3215 238/1509 [===>..........................] - ETA: 3:19 - loss: 369.4309 - 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[====>.........................] - ETA: 3:16 - loss: 369.4717 - logits_profile_predictions_loss: 364.3009 - logcount_predictions_loss: 0.3212 259/1509 [====>.........................] - ETA: 3:16 - loss: 369.4735 - logits_profile_predictions_loss: 364.3029 - logcount_predictions_loss: 0.3212 260/1509 [====>.........................] - ETA: 3:16 - loss: 369.4748 - logits_profile_predictions_loss: 364.3045 - logcount_predictions_loss: 0.3211 261/1509 [====>.........................] - ETA: 3:16 - loss: 369.4760 - logits_profile_predictions_loss: 364.3058 - logcount_predictions_loss: 0.3211 262/1509 [====>.........................] - ETA: 3:16 - loss: 369.4773 - logits_profile_predictions_loss: 364.3073 - logcount_predictions_loss: 0.3211 263/1509 [====>.........................] - ETA: 3:15 - loss: 369.4780 - logits_profile_predictions_loss: 364.3082 - logcount_predictions_loss: 0.3211 264/1509 [====>.........................] - ETA: 3:15 - loss: 369.4790 - 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[=====>........................] - ETA: 3:06 - loss: 369.5711 - logits_profile_predictions_loss: 364.4068 - logcount_predictions_loss: 0.3208 324/1509 [=====>........................] - ETA: 3:06 - loss: 369.5728 - logits_profile_predictions_loss: 364.4086 - logcount_predictions_loss: 0.3208 325/1509 [=====>........................] - ETA: 3:06 - loss: 369.5747 - logits_profile_predictions_loss: 364.4106 - logcount_predictions_loss: 0.3208 326/1509 [=====>........................] - ETA: 3:06 - loss: 369.5765 - logits_profile_predictions_loss: 364.4124 - logcount_predictions_loss: 0.3207 327/1509 [=====>........................] - ETA: 3:05 - loss: 369.5783 - logits_profile_predictions_loss: 364.4144 - logcount_predictions_loss: 0.3207 328/1509 [=====>........................] - ETA: 3:05 - loss: 369.5800 - logits_profile_predictions_loss: 364.4161 - logcount_predictions_loss: 0.3207 329/1509 [=====>........................] - ETA: 3:05 - loss: 369.5817 - 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[============================>.] - ETA: 0s - loss: 370.5493 - logits_profile_predictions_loss: 365.4454 - logcount_predictions_loss: 0.3170 1508/1509 [============================>.] - ETA: 0s - loss: 370.5492 - logits_profile_predictions_loss: 365.4453 - logcount_predictions_loss: 0.3170 1509/1509 [==============================] - ETA: 0s - loss: 370.5492 - logits_profile_predictions_loss: 365.4453 - logcount_predictions_loss: 0.3170 1509/1509 [==============================] - 248s 165ms/step - loss: 370.5491 - logits_profile_predictions_loss: 365.4452 - logcount_predictions_loss: 0.3170 - val_loss: 381.5278 - val_logits_profile_predictions_loss: 376.6786 - val_logcount_predictions_loss: 0.3012 Epoch 00005: val_loss improved from 382.17581 to 381.52777, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15/chrombpnet.h5 Epoch 6/50 1/1509 [..............................] - ETA: 5:55 - loss: 365.3457 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 3:26 - loss: 371.0300 - logits_profile_predictions_loss: 366.0243 - logcount_predictions_loss: 0.3109 193/1509 [==>...........................] - ETA: 3:26 - loss: 371.0178 - logits_profile_predictions_loss: 366.0121 - logcount_predictions_loss: 0.3109 194/1509 [==>...........................] - ETA: 3:26 - loss: 371.0058 - logits_profile_predictions_loss: 366.0002 - logcount_predictions_loss: 0.3109 195/1509 [==>...........................] - ETA: 3:26 - loss: 370.9945 - logits_profile_predictions_loss: 365.9892 - logcount_predictions_loss: 0.3109 196/1509 [==>...........................] - ETA: 3:26 - loss: 370.9841 - logits_profile_predictions_loss: 365.9789 - logcount_predictions_loss: 0.3109 197/1509 [==>...........................] - ETA: 3:26 - loss: 370.9731 - logits_profile_predictions_loss: 365.9682 - logcount_predictions_loss: 0.3109 198/1509 [==>...........................] - ETA: 3:25 - loss: 370.9620 - 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[===>..........................] - ETA: 3:24 - loss: 370.8984 - logits_profile_predictions_loss: 365.8953 - logcount_predictions_loss: 0.3107 206/1509 [===>..........................] - ETA: 3:24 - loss: 370.8892 - logits_profile_predictions_loss: 365.8864 - logcount_predictions_loss: 0.3107 207/1509 [===>..........................] - ETA: 3:24 - loss: 370.8813 - logits_profile_predictions_loss: 365.8786 - logcount_predictions_loss: 0.3107 208/1509 [===>..........................] - ETA: 3:24 - loss: 370.8741 - logits_profile_predictions_loss: 365.8715 - logcount_predictions_loss: 0.3107 209/1509 [===>..........................] - ETA: 3:24 - loss: 370.8665 - logits_profile_predictions_loss: 365.8641 - logcount_predictions_loss: 0.3107 210/1509 [===>..........................] - ETA: 3:24 - loss: 370.8595 - logits_profile_predictions_loss: 365.8572 - logcount_predictions_loss: 0.3107 211/1509 [===>..........................] - ETA: 3:23 - loss: 370.8512 - 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[===>..........................] - ETA: 3:20 - loss: 370.7247 - logits_profile_predictions_loss: 365.7251 - logcount_predictions_loss: 0.3105 232/1509 [===>..........................] - ETA: 3:20 - loss: 370.7195 - logits_profile_predictions_loss: 365.7198 - logcount_predictions_loss: 0.3105 233/1509 [===>..........................] - ETA: 3:20 - loss: 370.7143 - logits_profile_predictions_loss: 365.7143 - logcount_predictions_loss: 0.3106 234/1509 [===>..........................] - ETA: 3:20 - loss: 370.7101 - logits_profile_predictions_loss: 365.7099 - logcount_predictions_loss: 0.3106 235/1509 [===>..........................] - ETA: 3:20 - loss: 370.7065 - logits_profile_predictions_loss: 365.7060 - logcount_predictions_loss: 0.3106 236/1509 [===>..........................] - ETA: 3:19 - loss: 370.7032 - logits_profile_predictions_loss: 365.7025 - logcount_predictions_loss: 0.3106 237/1509 [===>..........................] - ETA: 3:19 - loss: 370.6997 - 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[====>.........................] - ETA: 3:16 - loss: 370.6341 - logits_profile_predictions_loss: 365.6277 - logcount_predictions_loss: 0.3110 258/1509 [====>.........................] - ETA: 3:16 - loss: 370.6289 - logits_profile_predictions_loss: 365.6224 - logcount_predictions_loss: 0.3110 259/1509 [====>.........................] - ETA: 3:16 - loss: 370.6234 - logits_profile_predictions_loss: 365.6167 - logcount_predictions_loss: 0.3110 260/1509 [====>.........................] - ETA: 3:16 - loss: 370.6176 - logits_profile_predictions_loss: 365.6107 - logcount_predictions_loss: 0.3110 261/1509 [====>.........................] - ETA: 3:16 - loss: 370.6120 - logits_profile_predictions_loss: 365.6050 - logcount_predictions_loss: 0.3110 262/1509 [====>.........................] - ETA: 3:15 - loss: 370.6062 - logits_profile_predictions_loss: 365.5990 - logcount_predictions_loss: 0.3110 263/1509 [====>.........................] - ETA: 3:15 - loss: 370.6000 - 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[====>.........................] - ETA: 3:14 - loss: 370.5616 - logits_profile_predictions_loss: 365.5532 - logcount_predictions_loss: 0.3111 271/1509 [====>.........................] - ETA: 3:14 - loss: 370.5564 - logits_profile_predictions_loss: 365.5479 - logcount_predictions_loss: 0.3111 272/1509 [====>.........................] - ETA: 3:14 - loss: 370.5515 - logits_profile_predictions_loss: 365.5428 - logcount_predictions_loss: 0.3111 273/1509 [====>.........................] - ETA: 3:14 - loss: 370.5462 - logits_profile_predictions_loss: 365.5374 - logcount_predictions_loss: 0.3111 274/1509 [====>.........................] - ETA: 3:14 - loss: 370.5404 - logits_profile_predictions_loss: 365.5315 - logcount_predictions_loss: 0.3111 275/1509 [====>.........................] - ETA: 3:13 - loss: 370.5347 - logits_profile_predictions_loss: 365.5258 - logcount_predictions_loss: 0.3111 276/1509 [====>.........................] - ETA: 3:13 - loss: 370.5290 - 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[============================>.] - ETA: 0s - loss: 368.3428 - logits_profile_predictions_loss: 363.3705 - logcount_predictions_loss: 0.3088 1507/1509 [============================>.] - ETA: 0s - loss: 368.3425 - logits_profile_predictions_loss: 363.3702 - logcount_predictions_loss: 0.3088 1508/1509 [============================>.] - ETA: 0s - loss: 368.3421 - logits_profile_predictions_loss: 363.3699 - logcount_predictions_loss: 0.3088 1509/1509 [==============================] - ETA: 0s - loss: 368.3417 - logits_profile_predictions_loss: 363.3696 - logcount_predictions_loss: 0.3088 1509/1509 [==============================] - 248s 164ms/step - loss: 368.3414 - logits_profile_predictions_loss: 363.3693 - logcount_predictions_loss: 0.3088 - val_loss: 381.2994 - val_logits_profile_predictions_loss: 376.5363 - val_logcount_predictions_loss: 0.2958 Epoch 00006: val_loss improved from 381.52777 to 381.29938, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15/chrombpnet.h5 Epoch 7/50 1/1509 [..............................] - ETA: 5:54 - loss: 395.1069 - logits_profile_predictions_loss: 390.0189 - logcount_predictions_loss: 0.3160 2/1509 [..............................] - ETA: 3:59 - loss: 390.8269 - logits_profile_predictions_loss: 385.9501 - logcount_predictions_loss: 0.3029 3/1509 [..............................] - ETA: 3:56 - loss: 387.6593 - logits_profile_predictions_loss: 382.8060 - logcount_predictions_loss: 0.3015 4/1509 [..............................] - ETA: 3:56 - loss: 386.0459 - logits_profile_predictions_loss: 381.2736 - logcount_predictions_loss: 0.2964 5/1509 [..............................] - ETA: 3:55 - loss: 383.8615 - logits_profile_predictions_loss: 379.1509 - logcount_predictions_loss: 0.2926 6/1509 [..............................] - ETA: 3:55 - loss: 382.8215 - logits_profile_predictions_loss: 378.1693 - logcount_predictions_loss: 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[..............................] - ETA: 3:53 - loss: 373.7626 - logits_profile_predictions_loss: 369.1984 - logcount_predictions_loss: 0.2835 21/1509 [..............................] - ETA: 3:53 - loss: 373.3160 - logits_profile_predictions_loss: 368.7562 - logcount_predictions_loss: 0.2832 22/1509 [..............................] - ETA: 3:53 - loss: 372.9364 - logits_profile_predictions_loss: 368.3816 - logcount_predictions_loss: 0.2829 23/1509 [..............................] - ETA: 3:53 - loss: 372.5744 - logits_profile_predictions_loss: 368.0271 - logcount_predictions_loss: 0.2824 24/1509 [..............................] - ETA: 3:52 - loss: 372.2570 - logits_profile_predictions_loss: 367.7177 - logcount_predictions_loss: 0.2819 25/1509 [..............................] - ETA: 3:52 - loss: 372.0001 - logits_profile_predictions_loss: 367.4670 - logcount_predictions_loss: 0.2816 26/1509 [..............................] - ETA: 3:52 - loss: 371.7206 - logits_profile_predictions_loss: 367.1916 - logcount_predictions_loss: 0.2813 27/1509 [..............................] - ETA: 3:52 - loss: 371.4501 - logits_profile_predictions_loss: 366.9262 - logcount_predictions_loss: 0.2810 28/1509 [..............................] - ETA: 3:52 - loss: 371.1763 - logits_profile_predictions_loss: 366.6582 - logcount_predictions_loss: 0.2806 29/1509 [..............................] - ETA: 3:52 - loss: 370.9612 - logits_profile_predictions_loss: 366.4465 - logcount_predictions_loss: 0.2804 30/1509 [..............................] - ETA: 3:51 - loss: 370.7510 - logits_profile_predictions_loss: 366.2390 - logcount_predictions_loss: 0.2802 31/1509 [..............................] - ETA: 3:51 - loss: 370.5056 - logits_profile_predictions_loss: 365.9962 - logcount_predictions_loss: 0.2801 32/1509 [..............................] - ETA: 3:51 - loss: 370.2911 - logits_profile_predictions_loss: 365.7831 - logcount_predictions_loss: 0.2800 33/1509 [..............................] - ETA: 3:51 - 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logits_profile_predictions_loss: 362.0486 - logcount_predictions_loss: 0.2847 191/1509 [==>...........................] - ETA: 3:26 - loss: 366.6300 - logits_profile_predictions_loss: 362.0462 - logcount_predictions_loss: 0.2847 192/1509 [==>...........................] - ETA: 3:26 - loss: 366.6300 - logits_profile_predictions_loss: 362.0454 - logcount_predictions_loss: 0.2848 193/1509 [==>...........................] - ETA: 3:26 - loss: 366.6297 - logits_profile_predictions_loss: 362.0444 - logcount_predictions_loss: 0.2848 194/1509 [==>...........................] - ETA: 3:26 - loss: 366.6294 - logits_profile_predictions_loss: 362.0434 - logcount_predictions_loss: 0.2848 195/1509 [==>...........................] - ETA: 3:26 - loss: 366.6282 - logits_profile_predictions_loss: 362.0416 - logcount_predictions_loss: 0.2849 196/1509 [==>...........................] - ETA: 3:25 - loss: 366.6257 - logits_profile_predictions_loss: 362.0385 - logcount_predictions_loss: 0.2849 197/1509 [==>...........................] - ETA: 3:25 - loss: 366.6222 - logits_profile_predictions_loss: 362.0344 - logcount_predictions_loss: 0.2850 198/1509 [==>...........................] - ETA: 3:25 - loss: 366.6185 - logits_profile_predictions_loss: 362.0301 - logcount_predictions_loss: 0.2850 199/1509 [==>...........................] - ETA: 3:25 - loss: 366.6147 - logits_profile_predictions_loss: 362.0257 - logcount_predictions_loss: 0.2850 200/1509 [==>...........................] - ETA: 3:25 - loss: 366.6113 - logits_profile_predictions_loss: 362.0217 - logcount_predictions_loss: 0.2851 201/1509 [==>...........................] - ETA: 3:25 - loss: 366.6093 - logits_profile_predictions_loss: 362.0191 - logcount_predictions_loss: 0.2851 202/1509 [===>..........................] - ETA: 3:24 - loss: 366.6073 - logits_profile_predictions_loss: 362.0166 - logcount_predictions_loss: 0.2851 203/1509 [===>..........................] - ETA: 3:24 - loss: 366.6052 - 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[===>..........................] - ETA: 3:23 - loss: 366.5897 - logits_profile_predictions_loss: 361.9945 - logcount_predictions_loss: 0.2854 211/1509 [===>..........................] - ETA: 3:23 - loss: 366.5866 - logits_profile_predictions_loss: 361.9909 - logcount_predictions_loss: 0.2854 212/1509 [===>..........................] - ETA: 3:23 - loss: 366.5835 - logits_profile_predictions_loss: 361.9873 - logcount_predictions_loss: 0.2855 213/1509 [===>..........................] - ETA: 3:23 - loss: 366.5808 - logits_profile_predictions_loss: 361.9842 - logcount_predictions_loss: 0.2855 214/1509 [===>..........................] - ETA: 3:23 - loss: 366.5782 - logits_profile_predictions_loss: 361.9812 - logcount_predictions_loss: 0.2855 215/1509 [===>..........................] - ETA: 3:22 - loss: 366.5748 - logits_profile_predictions_loss: 361.9773 - logcount_predictions_loss: 0.2856 216/1509 [===>..........................] - ETA: 3:22 - loss: 366.5709 - 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[===>..........................] - ETA: 3:21 - loss: 366.5381 - logits_profile_predictions_loss: 361.9373 - logcount_predictions_loss: 0.2858 224/1509 [===>..........................] - ETA: 3:21 - loss: 366.5331 - logits_profile_predictions_loss: 361.9319 - logcount_predictions_loss: 0.2858 225/1509 [===>..........................] - ETA: 3:21 - loss: 366.5285 - logits_profile_predictions_loss: 361.9269 - logcount_predictions_loss: 0.2858 226/1509 [===>..........................] - ETA: 3:21 - loss: 366.5246 - logits_profile_predictions_loss: 361.9227 - logcount_predictions_loss: 0.2858 227/1509 [===>..........................] - ETA: 3:21 - loss: 366.5208 - logits_profile_predictions_loss: 361.9185 - logcount_predictions_loss: 0.2859 228/1509 [===>..........................] - ETA: 3:20 - loss: 366.5166 - logits_profile_predictions_loss: 361.9139 - logcount_predictions_loss: 0.2859 229/1509 [===>..........................] - ETA: 3:20 - loss: 366.5125 - logits_profile_predictions_loss: 361.9095 - logcount_predictions_loss: 0.2859 230/1509 [===>..........................] - ETA: 3:20 - loss: 366.5087 - logits_profile_predictions_loss: 361.9054 - logcount_predictions_loss: 0.2859 231/1509 [===>..........................] - ETA: 3:20 - loss: 366.5053 - logits_profile_predictions_loss: 361.9018 - logcount_predictions_loss: 0.2859 232/1509 [===>..........................] - ETA: 3:20 - loss: 366.5009 - logits_profile_predictions_loss: 361.8971 - logcount_predictions_loss: 0.2859 233/1509 [===>..........................] - ETA: 3:20 - loss: 366.4963 - logits_profile_predictions_loss: 361.8922 - logcount_predictions_loss: 0.2860 234/1509 [===>..........................] - ETA: 3:20 - loss: 366.4920 - logits_profile_predictions_loss: 361.8877 - logcount_predictions_loss: 0.2860 235/1509 [===>..........................] - ETA: 3:19 - loss: 366.4880 - logits_profile_predictions_loss: 361.8835 - logcount_predictions_loss: 0.2860 236/1509 [===>..........................] - ETA: 3:19 - loss: 366.4842 - logits_profile_predictions_loss: 361.8795 - logcount_predictions_loss: 0.2860 237/1509 [===>..........................] - ETA: 3:19 - loss: 366.4804 - logits_profile_predictions_loss: 361.8755 - logcount_predictions_loss: 0.2860 238/1509 [===>..........................] - ETA: 3:19 - loss: 366.4766 - logits_profile_predictions_loss: 361.8715 - logcount_predictions_loss: 0.2860 239/1509 [===>..........................] - ETA: 3:19 - loss: 366.4723 - logits_profile_predictions_loss: 361.8670 - logcount_predictions_loss: 0.2860 240/1509 [===>..........................] - ETA: 3:19 - loss: 366.4677 - logits_profile_predictions_loss: 361.8623 - logcount_predictions_loss: 0.2860 241/1509 [===>..........................] - ETA: 3:18 - loss: 366.4631 - logits_profile_predictions_loss: 361.8575 - logcount_predictions_loss: 0.2861 242/1509 [===>..........................] - ETA: 3:18 - loss: 366.4583 - 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[===>..........................] - ETA: 3:17 - loss: 366.4218 - logits_profile_predictions_loss: 361.8150 - logcount_predictions_loss: 0.2861 250/1509 [===>..........................] - ETA: 3:17 - loss: 366.4174 - logits_profile_predictions_loss: 361.8105 - logcount_predictions_loss: 0.2861 251/1509 [===>..........................] - ETA: 3:17 - loss: 366.4136 - logits_profile_predictions_loss: 361.8066 - logcount_predictions_loss: 0.2861 252/1509 [====>.........................] - ETA: 3:17 - loss: 366.4095 - logits_profile_predictions_loss: 361.8023 - logcount_predictions_loss: 0.2862 253/1509 [====>.........................] - ETA: 3:17 - loss: 366.4053 - logits_profile_predictions_loss: 361.7980 - logcount_predictions_loss: 0.2862 254/1509 [====>.........................] - ETA: 3:16 - loss: 366.4008 - logits_profile_predictions_loss: 361.7934 - logcount_predictions_loss: 0.2862 255/1509 [====>.........................] - ETA: 3:16 - loss: 366.3968 - 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[====>.........................] - ETA: 3:15 - loss: 366.3766 - logits_profile_predictions_loss: 361.7685 - logcount_predictions_loss: 0.2862 263/1509 [====>.........................] - ETA: 3:15 - loss: 366.3742 - logits_profile_predictions_loss: 361.7660 - logcount_predictions_loss: 0.2862 264/1509 [====>.........................] - ETA: 3:15 - loss: 366.3712 - logits_profile_predictions_loss: 361.7630 - logcount_predictions_loss: 0.2862 265/1509 [====>.........................] - ETA: 3:15 - loss: 366.3681 - logits_profile_predictions_loss: 361.7599 - logcount_predictions_loss: 0.2862 266/1509 [====>.........................] - ETA: 3:15 - loss: 366.3647 - logits_profile_predictions_loss: 361.7564 - logcount_predictions_loss: 0.2862 267/1509 [====>.........................] - ETA: 3:14 - loss: 366.3616 - logits_profile_predictions_loss: 361.7533 - logcount_predictions_loss: 0.2862 268/1509 [====>.........................] - ETA: 3:14 - loss: 366.3585 - 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[====>.........................] - ETA: 3:13 - loss: 366.3331 - logits_profile_predictions_loss: 361.7247 - logcount_predictions_loss: 0.2862 276/1509 [====>.........................] - ETA: 3:13 - loss: 366.3289 - logits_profile_predictions_loss: 361.7204 - logcount_predictions_loss: 0.2862 277/1509 [====>.........................] - ETA: 3:13 - loss: 366.3244 - logits_profile_predictions_loss: 361.7159 - logcount_predictions_loss: 0.2862 278/1509 [====>.........................] - ETA: 3:13 - loss: 366.3202 - logits_profile_predictions_loss: 361.7117 - logcount_predictions_loss: 0.2862 279/1509 [====>.........................] - ETA: 3:13 - loss: 366.3159 - logits_profile_predictions_loss: 361.7074 - logcount_predictions_loss: 0.2862 280/1509 [====>.........................] - ETA: 3:12 - loss: 366.3119 - logits_profile_predictions_loss: 361.7035 - logcount_predictions_loss: 0.2862 281/1509 [====>.........................] - ETA: 3:12 - loss: 366.3079 - 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[====>.........................] - ETA: 3:11 - loss: 366.2773 - logits_profile_predictions_loss: 361.6689 - logcount_predictions_loss: 0.2862 289/1509 [====>.........................] - ETA: 3:11 - loss: 366.2732 - logits_profile_predictions_loss: 361.6648 - logcount_predictions_loss: 0.2862 290/1509 [====>.........................] - ETA: 3:11 - loss: 366.2690 - logits_profile_predictions_loss: 361.6606 - logcount_predictions_loss: 0.2862 291/1509 [====>.........................] - ETA: 3:11 - loss: 366.2644 - logits_profile_predictions_loss: 361.6560 - logcount_predictions_loss: 0.2862 292/1509 [====>.........................] - ETA: 3:11 - loss: 366.2593 - logits_profile_predictions_loss: 361.6509 - logcount_predictions_loss: 0.2862 293/1509 [====>.........................] - ETA: 3:10 - loss: 366.2541 - logits_profile_predictions_loss: 361.6457 - logcount_predictions_loss: 0.2862 294/1509 [====>.........................] - ETA: 3:10 - loss: 366.2488 - logits_profile_predictions_loss: 361.6404 - logcount_predictions_loss: 0.2862 295/1509 [====>.........................] - ETA: 3:10 - loss: 366.2439 - logits_profile_predictions_loss: 361.6356 - logcount_predictions_loss: 0.2862 296/1509 [====>.........................] - ETA: 3:10 - loss: 366.2390 - logits_profile_predictions_loss: 361.6306 - logcount_predictions_loss: 0.2862 297/1509 [====>.........................] - ETA: 3:10 - loss: 366.2343 - logits_profile_predictions_loss: 361.6259 - logcount_predictions_loss: 0.2862 298/1509 [====>.........................] - ETA: 3:10 - loss: 366.2294 - logits_profile_predictions_loss: 361.6211 - logcount_predictions_loss: 0.2862 299/1509 [====>.........................] - ETA: 3:09 - loss: 366.2239 - logits_profile_predictions_loss: 361.6157 - logcount_predictions_loss: 0.2862 300/1509 [====>.........................] - ETA: 3:09 - loss: 366.2188 - logits_profile_predictions_loss: 361.6106 - logcount_predictions_loss: 0.2862 301/1509 [====>.........................] - ETA: 3:09 - loss: 366.2136 - logits_profile_predictions_loss: 361.6054 - logcount_predictions_loss: 0.2862 302/1509 [=====>........................] - ETA: 3:09 - loss: 366.2081 - logits_profile_predictions_loss: 361.5999 - logcount_predictions_loss: 0.2862 303/1509 [=====>........................] - ETA: 3:09 - loss: 366.2023 - logits_profile_predictions_loss: 361.5942 - logcount_predictions_loss: 0.2862 304/1509 [=====>........................] - ETA: 3:09 - loss: 366.1965 - logits_profile_predictions_loss: 361.5884 - logcount_predictions_loss: 0.2862 305/1509 [=====>........................] - ETA: 3:09 - loss: 366.1907 - logits_profile_predictions_loss: 361.5827 - logcount_predictions_loss: 0.2862 306/1509 [=====>........................] - ETA: 3:08 - loss: 366.1853 - logits_profile_predictions_loss: 361.5772 - logcount_predictions_loss: 0.2862 307/1509 [=====>........................] - ETA: 3:08 - loss: 366.1800 - 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[===========================>..] - ETA: 10s - loss: 364.5669 - logits_profile_predictions_loss: 359.9623 - logcount_predictions_loss: 0.2860 1446/1509 [===========================>..] - ETA: 9s - loss: 364.5667 - logits_profile_predictions_loss: 359.9621 - logcount_predictions_loss: 0.2860  1447/1509 [===========================>..] - ETA: 9s - loss: 364.5665 - logits_profile_predictions_loss: 359.9619 - logcount_predictions_loss: 0.2860 1448/1509 [===========================>..] - ETA: 9s - loss: 364.5662 - logits_profile_predictions_loss: 359.9617 - logcount_predictions_loss: 0.2860 1449/1509 [===========================>..] - ETA: 9s - loss: 364.5660 - logits_profile_predictions_loss: 359.9615 - logcount_predictions_loss: 0.2860 1450/1509 [===========================>..] - ETA: 9s - loss: 364.5658 - logits_profile_predictions_loss: 359.9613 - logcount_predictions_loss: 0.2860 1451/1509 [===========================>..] - ETA: 9s - loss: 364.5655 - logits_profile_predictions_loss: 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loss: 364.5639 - logits_profile_predictions_loss: 359.9597 - logcount_predictions_loss: 0.2860 1459/1509 [============================>.] - ETA: 7s - loss: 364.5637 - logits_profile_predictions_loss: 359.9595 - logcount_predictions_loss: 0.2860 1460/1509 [============================>.] - ETA: 7s - loss: 364.5635 - logits_profile_predictions_loss: 359.9593 - logcount_predictions_loss: 0.2860 1461/1509 [============================>.] - ETA: 7s - loss: 364.5632 - logits_profile_predictions_loss: 359.9591 - logcount_predictions_loss: 0.2860 1462/1509 [============================>.] - ETA: 7s - loss: 364.5630 - logits_profile_predictions_loss: 359.9590 - logcount_predictions_loss: 0.2860 1463/1509 [============================>.] - ETA: 7s - loss: 364.5628 - logits_profile_predictions_loss: 359.9588 - logcount_predictions_loss: 0.2860 1464/1509 [============================>.] - ETA: 7s - loss: 364.5626 - logits_profile_predictions_loss: 359.9586 - logcount_predictions_loss: 0.2860 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[============================>.] - ETA: 4s - loss: 364.5596 - logits_profile_predictions_loss: 359.9561 - logcount_predictions_loss: 0.2859 1479/1509 [============================>.] - ETA: 4s - loss: 364.5594 - logits_profile_predictions_loss: 359.9560 - logcount_predictions_loss: 0.2859 1480/1509 [============================>.] - ETA: 4s - loss: 364.5593 - logits_profile_predictions_loss: 359.9558 - logcount_predictions_loss: 0.2859 1481/1509 [============================>.] - ETA: 4s - loss: 364.5591 - logits_profile_predictions_loss: 359.9557 - logcount_predictions_loss: 0.2859 1482/1509 [============================>.] - ETA: 4s - loss: 364.5589 - logits_profile_predictions_loss: 359.9555 - logcount_predictions_loss: 0.2859 1483/1509 [============================>.] - ETA: 4s - loss: 364.5588 - logits_profile_predictions_loss: 359.9554 - logcount_predictions_loss: 0.2859 1484/1509 [============================>.] - ETA: 3s - loss: 364.5586 - logits_profile_predictions_loss: 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loss: 364.5573 - logits_profile_predictions_loss: 359.9542 - logcount_predictions_loss: 0.2859 1492/1509 [============================>.] - ETA: 2s - loss: 364.5571 - logits_profile_predictions_loss: 359.9540 - logcount_predictions_loss: 0.2859 1493/1509 [============================>.] - ETA: 2s - loss: 364.5569 - logits_profile_predictions_loss: 359.9539 - logcount_predictions_loss: 0.2859 1494/1509 [============================>.] - ETA: 2s - loss: 364.5567 - logits_profile_predictions_loss: 359.9537 - logcount_predictions_loss: 0.2859 1495/1509 [============================>.] - ETA: 2s - loss: 364.5565 - logits_profile_predictions_loss: 359.9536 - logcount_predictions_loss: 0.2859 1496/1509 [============================>.] - ETA: 2s - loss: 364.5564 - logits_profile_predictions_loss: 359.9535 - logcount_predictions_loss: 0.2859 1497/1509 [============================>.] - ETA: 1s - loss: 364.5562 - logits_profile_predictions_loss: 359.9533 - logcount_predictions_loss: 0.2859 1498/1509 [============================>.] - ETA: 1s - loss: 364.5560 - logits_profile_predictions_loss: 359.9532 - logcount_predictions_loss: 0.2859 1499/1509 [============================>.] - ETA: 1s - loss: 364.5559 - logits_profile_predictions_loss: 359.9531 - logcount_predictions_loss: 0.2859 1500/1509 [============================>.] - ETA: 1s - loss: 364.5557 - logits_profile_predictions_loss: 359.9529 - logcount_predictions_loss: 0.2859 1501/1509 [============================>.] - ETA: 1s - loss: 364.5556 - logits_profile_predictions_loss: 359.9528 - logcount_predictions_loss: 0.2859 1502/1509 [============================>.] - ETA: 1s - loss: 364.5554 - logits_profile_predictions_loss: 359.9527 - logcount_predictions_loss: 0.2859 1503/1509 [============================>.] - ETA: 0s - loss: 364.5552 - logits_profile_predictions_loss: 359.9525 - logcount_predictions_loss: 0.2859 1504/1509 [============================>.] - ETA: 0s - loss: 364.5551 - logits_profile_predictions_loss: 359.9524 - logcount_predictions_loss: 0.2859 1505/1509 [============================>.] - ETA: 0s - loss: 364.5549 - logits_profile_predictions_loss: 359.9523 - logcount_predictions_loss: 0.2859 1506/1509 [============================>.] - ETA: 0s - loss: 364.5548 - logits_profile_predictions_loss: 359.9522 - logcount_predictions_loss: 0.2859 1507/1509 [============================>.] - ETA: 0s - loss: 364.5546 - logits_profile_predictions_loss: 359.9520 - logcount_predictions_loss: 0.2859 1508/1509 [============================>.] - ETA: 0s - loss: 364.5545 - logits_profile_predictions_loss: 359.9519 - logcount_predictions_loss: 0.2859 1509/1509 [==============================] - ETA: 0s - loss: 364.5543 - logits_profile_predictions_loss: 359.9517 - logcount_predictions_loss: 0.2859 1509/1509 [==============================] - 248s 164ms/step - loss: 364.5541 - logits_profile_predictions_loss: 359.9516 - logcount_predictions_loss: 0.2859 - val_loss: 382.9558 - val_logits_profile_predictions_loss: 376.9502 - val_logcount_predictions_loss: 0.3730 Epoch 00007: val_loss did not improve from 381.29938 Epoch 8/50 1/1509 [..............................] - ETA: 5:19 - loss: 346.5490 - logits_profile_predictions_loss: 341.1938 - logcount_predictions_loss: 0.3326 2/1509 [..............................] - ETA: 3:55 - loss: 352.3471 - logits_profile_predictions_loss: 347.0516 - logcount_predictions_loss: 0.3289 3/1509 [..............................] - ETA: 3:54 - loss: 358.3596 - logits_profile_predictions_loss: 353.1789 - logcount_predictions_loss: 0.3218 4/1509 [..............................] - ETA: 3:54 - loss: 361.9188 - logits_profile_predictions_loss: 356.8609 - logcount_predictions_loss: 0.3141 5/1509 [..............................] - ETA: 3:54 - loss: 364.1701 - logits_profile_predictions_loss: 359.1891 - logcount_predictions_loss: 0.3094 6/1509 [..............................] - ETA: 3:54 - loss: 364.2705 - logits_profile_predictions_loss: 359.3016 - logcount_predictions_loss: 0.3086 7/1509 [..............................] - ETA: 3:54 - loss: 364.5824 - logits_profile_predictions_loss: 359.6305 - logcount_predictions_loss: 0.3076 8/1509 [..............................] - ETA: 3:54 - loss: 364.5605 - logits_profile_predictions_loss: 359.6399 - logcount_predictions_loss: 0.3056 9/1509 [..............................] - ETA: 3:53 - loss: 364.5741 - logits_profile_predictions_loss: 359.6747 - logcount_predictions_loss: 0.3043 10/1509 [..............................] - ETA: 3:53 - loss: 364.5993 - logits_profile_predictions_loss: 359.7040 - logcount_predictions_loss: 0.3041 11/1509 [..............................] - ETA: 3:53 - loss: 364.9226 - logits_profile_predictions_loss: 360.0435 - logcount_predictions_loss: 0.3030 12/1509 [..............................] - ETA: 3:53 - loss: 365.1826 - logits_profile_predictions_loss: 360.3164 - logcount_predictions_loss: 0.3022 13/1509 [..............................] - ETA: 3:53 - loss: 365.6982 - logits_profile_predictions_loss: 360.8396 - logcount_predictions_loss: 0.3018 14/1509 [..............................] - ETA: 3:53 - loss: 366.0481 - logits_profile_predictions_loss: 361.1995 - logcount_predictions_loss: 0.3012 15/1509 [..............................] - ETA: 3:53 - loss: 366.4164 - logits_profile_predictions_loss: 361.5758 - logcount_predictions_loss: 0.3007 16/1509 [..............................] - ETA: 3:53 - loss: 366.6953 - logits_profile_predictions_loss: 361.8579 - logcount_predictions_loss: 0.3005 17/1509 [..............................] - ETA: 3:52 - loss: 367.0073 - logits_profile_predictions_loss: 362.1697 - logcount_predictions_loss: 0.3005 18/1509 [..............................] - ETA: 3:52 - loss: 367.1750 - logits_profile_predictions_loss: 362.3392 - logcount_predictions_loss: 0.3004 19/1509 [..............................] - ETA: 3:52 - loss: 367.4648 - logits_profile_predictions_loss: 362.6301 - logcount_predictions_loss: 0.3003 20/1509 [..............................] - ETA: 3:52 - loss: 367.6709 - logits_profile_predictions_loss: 362.8401 - logcount_predictions_loss: 0.3000 21/1509 [..............................] - ETA: 3:52 - loss: 367.8334 - logits_profile_predictions_loss: 363.0074 - logcount_predictions_loss: 0.2997 22/1509 [..............................] - ETA: 3:52 - loss: 368.0398 - logits_profile_predictions_loss: 363.2200 - logcount_predictions_loss: 0.2994 23/1509 [..............................] - ETA: 3:52 - loss: 368.2021 - logits_profile_predictions_loss: 363.3907 - logcount_predictions_loss: 0.2988 24/1509 [..............................] - ETA: 3:52 - loss: 368.3025 - logits_profile_predictions_loss: 363.4985 - logcount_predictions_loss: 0.2984 25/1509 [..............................] - ETA: 3:51 - loss: 368.3198 - logits_profile_predictions_loss: 363.5249 - logcount_predictions_loss: 0.2978 26/1509 [..............................] - ETA: 3:51 - loss: 368.3821 - logits_profile_predictions_loss: 363.5952 - logcount_predictions_loss: 0.2973 27/1509 [..............................] - ETA: 3:51 - loss: 368.4022 - logits_profile_predictions_loss: 363.6237 - logcount_predictions_loss: 0.2968 28/1509 [..............................] - ETA: 3:51 - loss: 368.4306 - logits_profile_predictions_loss: 363.6585 - logcount_predictions_loss: 0.2964 29/1509 [..............................] - ETA: 3:51 - loss: 368.4479 - logits_profile_predictions_loss: 363.6836 - logcount_predictions_loss: 0.2959 30/1509 [..............................] - ETA: 3:51 - loss: 368.4763 - logits_profile_predictions_loss: 363.7213 - logcount_predictions_loss: 0.2953 31/1509 [..............................] - ETA: 3:51 - loss: 368.4877 - logits_profile_predictions_loss: 363.7419 - logcount_predictions_loss: 0.2948 32/1509 [..............................] - ETA: 3:50 - loss: 368.4458 - logits_profile_predictions_loss: 363.7096 - logcount_predictions_loss: 0.2942 33/1509 [..............................] - ETA: 3:50 - loss: 368.3843 - logits_profile_predictions_loss: 363.6566 - logcount_predictions_loss: 0.2936 34/1509 [..............................] - ETA: 3:50 - loss: 368.3105 - logits_profile_predictions_loss: 363.5913 - logcount_predictions_loss: 0.2931 35/1509 [..............................] - ETA: 3:50 - loss: 368.2539 - logits_profile_predictions_loss: 363.5434 - logcount_predictions_loss: 0.2926 36/1509 [..............................] - ETA: 3:50 - loss: 368.1888 - logits_profile_predictions_loss: 363.4863 - logcount_predictions_loss: 0.2921 37/1509 [..............................] - ETA: 3:50 - loss: 368.1340 - logits_profile_predictions_loss: 363.4389 - logcount_predictions_loss: 0.2916 38/1509 [..............................] - ETA: 3:50 - loss: 368.0695 - logits_profile_predictions_loss: 363.3819 - logcount_predictions_loss: 0.2912 39/1509 [..............................] - ETA: 3:49 - loss: 367.9996 - logits_profile_predictions_loss: 363.3194 - logcount_predictions_loss: 0.2907 40/1509 [..............................] - ETA: 3:49 - loss: 367.9228 - logits_profile_predictions_loss: 363.2495 - logcount_predictions_loss: 0.2903 41/1509 [..............................] - ETA: 3:49 - loss: 367.8658 - logits_profile_predictions_loss: 363.1989 - logcount_predictions_loss: 0.2899 42/1509 [..............................] - ETA: 3:49 - loss: 367.7906 - logits_profile_predictions_loss: 363.1296 - logcount_predictions_loss: 0.2895 43/1509 [..............................] - ETA: 3:49 - loss: 367.7250 - logits_profile_predictions_loss: 363.0699 - logcount_predictions_loss: 0.2891 44/1509 [..............................] - ETA: 3:49 - loss: 367.6606 - logits_profile_predictions_loss: 363.0110 - logcount_predictions_loss: 0.2888 45/1509 [..............................] - ETA: 3:49 - loss: 367.5977 - logits_profile_predictions_loss: 362.9537 - logcount_predictions_loss: 0.2884 46/1509 [..............................] - ETA: 3:48 - loss: 367.5426 - logits_profile_predictions_loss: 362.9027 - logcount_predictions_loss: 0.2882 47/1509 [..............................] - ETA: 3:48 - loss: 367.4610 - logits_profile_predictions_loss: 362.8251 - logcount_predictions_loss: 0.2879 48/1509 [..............................] - ETA: 3:48 - loss: 367.3816 - logits_profile_predictions_loss: 362.7501 - logcount_predictions_loss: 0.2877 49/1509 [..............................] - ETA: 3:48 - loss: 367.3051 - logits_profile_predictions_loss: 362.6771 - logcount_predictions_loss: 0.2874 50/1509 [..............................] - ETA: 3:48 - loss: 367.2259 - logits_profile_predictions_loss: 362.6008 - logcount_predictions_loss: 0.2873 51/1509 [>.............................] - ETA: 3:48 - loss: 367.1550 - logits_profile_predictions_loss: 362.5327 - logcount_predictions_loss: 0.2871 52/1509 [>.............................] - ETA: 3:48 - loss: 367.0930 - logits_profile_predictions_loss: 362.4736 - logcount_predictions_loss: 0.2869 53/1509 [>.............................] - ETA: 3:47 - loss: 367.0292 - logits_profile_predictions_loss: 362.4125 - logcount_predictions_loss: 0.2867 54/1509 [>.............................] - ETA: 3:47 - loss: 366.9633 - logits_profile_predictions_loss: 362.3493 - logcount_predictions_loss: 0.2866 55/1509 [>.............................] - ETA: 3:47 - loss: 366.9034 - logits_profile_predictions_loss: 362.2917 - logcount_predictions_loss: 0.2864 56/1509 [>.............................] - ETA: 3:47 - loss: 366.8396 - logits_profile_predictions_loss: 362.2306 - logcount_predictions_loss: 0.2863 57/1509 [>.............................] - ETA: 3:47 - loss: 366.7695 - logits_profile_predictions_loss: 362.1631 - logcount_predictions_loss: 0.2861 58/1509 [>.............................] - ETA: 3:47 - loss: 366.6943 - logits_profile_predictions_loss: 362.0902 - logcount_predictions_loss: 0.2860 59/1509 [>.............................] - ETA: 3:47 - loss: 366.6160 - logits_profile_predictions_loss: 362.0142 - logcount_predictions_loss: 0.2858 60/1509 [>.............................] - ETA: 3:46 - loss: 366.5380 - logits_profile_predictions_loss: 361.9389 - logcount_predictions_loss: 0.2857 61/1509 [>.............................] - ETA: 3:46 - loss: 366.4548 - logits_profile_predictions_loss: 361.8578 - logcount_predictions_loss: 0.2855 62/1509 [>.............................] - ETA: 3:46 - loss: 366.3752 - logits_profile_predictions_loss: 361.7804 - logcount_predictions_loss: 0.2854 63/1509 [>.............................] - ETA: 3:46 - loss: 366.3068 - logits_profile_predictions_loss: 361.7143 - logcount_predictions_loss: 0.2852 64/1509 [>.............................] - ETA: 3:46 - loss: 366.2487 - logits_profile_predictions_loss: 361.6582 - logcount_predictions_loss: 0.2851 65/1509 [>.............................] - ETA: 3:46 - loss: 366.1900 - logits_profile_predictions_loss: 361.6014 - logcount_predictions_loss: 0.2850 66/1509 [>.............................] - ETA: 3:45 - loss: 366.1335 - logits_profile_predictions_loss: 361.5465 - logcount_predictions_loss: 0.2849 67/1509 [>.............................] - ETA: 3:45 - loss: 366.0749 - logits_profile_predictions_loss: 361.4895 - logcount_predictions_loss: 0.2848 68/1509 [>.............................] - ETA: 3:45 - loss: 366.0204 - logits_profile_predictions_loss: 361.4366 - logcount_predictions_loss: 0.2847 69/1509 [>.............................] - ETA: 3:45 - loss: 365.9619 - logits_profile_predictions_loss: 361.3799 - logcount_predictions_loss: 0.2846 70/1509 [>.............................] - ETA: 3:45 - loss: 365.9010 - logits_profile_predictions_loss: 361.3211 - logcount_predictions_loss: 0.2845 71/1509 [>.............................] - ETA: 3:45 - loss: 365.8415 - logits_profile_predictions_loss: 361.2634 - logcount_predictions_loss: 0.2844 72/1509 [>.............................] - ETA: 3:45 - loss: 365.7758 - 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loss: 364.6017 - logits_profile_predictions_loss: 360.0412 - logcount_predictions_loss: 0.2833 93/1509 [>.............................] - ETA: 3:41 - loss: 364.5613 - logits_profile_predictions_loss: 360.0012 - logcount_predictions_loss: 0.2832 94/1509 [>.............................] - ETA: 3:41 - loss: 364.5233 - logits_profile_predictions_loss: 359.9635 - logcount_predictions_loss: 0.2832 95/1509 [>.............................] - ETA: 3:41 - loss: 364.4800 - logits_profile_predictions_loss: 359.9206 - logcount_predictions_loss: 0.2832 96/1509 [>.............................] - ETA: 3:41 - loss: 364.4375 - logits_profile_predictions_loss: 359.8785 - logcount_predictions_loss: 0.2832 97/1509 [>.............................] - ETA: 3:41 - loss: 364.3988 - logits_profile_predictions_loss: 359.8402 - logcount_predictions_loss: 0.2831 98/1509 [>.............................] - ETA: 3:41 - loss: 364.3557 - logits_profile_predictions_loss: 359.7975 - logcount_predictions_loss: 0.2831 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logits_profile_predictions_loss: 359.4913 - logcount_predictions_loss: 0.2828 106/1509 [=>............................] - ETA: 3:40 - loss: 364.0060 - logits_profile_predictions_loss: 359.4538 - logcount_predictions_loss: 0.2827 107/1509 [=>............................] - ETA: 3:39 - loss: 363.9674 - logits_profile_predictions_loss: 359.4156 - logcount_predictions_loss: 0.2827 108/1509 [=>............................] - ETA: 3:39 - loss: 363.9299 - logits_profile_predictions_loss: 359.3785 - logcount_predictions_loss: 0.2827 109/1509 [=>............................] - ETA: 3:39 - loss: 363.8956 - logits_profile_predictions_loss: 359.3447 - logcount_predictions_loss: 0.2827 110/1509 [=>............................] - ETA: 3:39 - loss: 363.8654 - logits_profile_predictions_loss: 359.3147 - logcount_predictions_loss: 0.2826 111/1509 [=>............................] - ETA: 3:39 - loss: 363.8364 - logits_profile_predictions_loss: 359.2860 - logcount_predictions_loss: 0.2826 112/1509 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logits_profile_predictions_loss: 358.4667 - logcount_predictions_loss: 0.2814 197/1509 [==>...........................] - ETA: 3:25 - loss: 362.9948 - logits_profile_predictions_loss: 358.4653 - logcount_predictions_loss: 0.2813 198/1509 [==>...........................] - ETA: 3:25 - loss: 362.9931 - logits_profile_predictions_loss: 358.4641 - logcount_predictions_loss: 0.2813 199/1509 [==>...........................] - ETA: 3:25 - loss: 362.9911 - logits_profile_predictions_loss: 358.4626 - logcount_predictions_loss: 0.2813 200/1509 [==>...........................] - ETA: 3:25 - loss: 362.9898 - logits_profile_predictions_loss: 358.4616 - logcount_predictions_loss: 0.2812 201/1509 [==>...........................] - ETA: 3:25 - loss: 362.9890 - logits_profile_predictions_loss: 358.4613 - logcount_predictions_loss: 0.2812 202/1509 [===>..........................] - ETA: 3:25 - loss: 362.9888 - logits_profile_predictions_loss: 358.4615 - logcount_predictions_loss: 0.2812 203/1509 [===>..........................] - ETA: 3:24 - loss: 362.9887 - logits_profile_predictions_loss: 358.4619 - logcount_predictions_loss: 0.2812 204/1509 [===>..........................] - ETA: 3:24 - loss: 362.9892 - logits_profile_predictions_loss: 358.4628 - logcount_predictions_loss: 0.2811 205/1509 [===>..........................] - ETA: 3:24 - loss: 362.9893 - logits_profile_predictions_loss: 358.4633 - logcount_predictions_loss: 0.2811 206/1509 [===>..........................] - ETA: 3:24 - loss: 362.9891 - logits_profile_predictions_loss: 358.4636 - logcount_predictions_loss: 0.2811 207/1509 [===>..........................] - ETA: 3:24 - loss: 362.9887 - logits_profile_predictions_loss: 358.4636 - logcount_predictions_loss: 0.2811 208/1509 [===>..........................] - ETA: 3:24 - loss: 362.9891 - logits_profile_predictions_loss: 358.4644 - logcount_predictions_loss: 0.2810 209/1509 [===>..........................] - ETA: 3:23 - loss: 362.9885 - logits_profile_predictions_loss: 358.4643 - logcount_predictions_loss: 0.2810 210/1509 [===>..........................] - ETA: 3:23 - loss: 362.9883 - logits_profile_predictions_loss: 358.4646 - logcount_predictions_loss: 0.2810 211/1509 [===>..........................] - ETA: 3:23 - loss: 362.9884 - logits_profile_predictions_loss: 358.4651 - logcount_predictions_loss: 0.2809 212/1509 [===>..........................] - ETA: 3:23 - loss: 362.9886 - logits_profile_predictions_loss: 358.4657 - logcount_predictions_loss: 0.2809 213/1509 [===>..........................] - ETA: 3:23 - loss: 362.9891 - logits_profile_predictions_loss: 358.4667 - logcount_predictions_loss: 0.2809 214/1509 [===>..........................] - ETA: 3:23 - loss: 362.9900 - logits_profile_predictions_loss: 358.4680 - logcount_predictions_loss: 0.2809 215/1509 [===>..........................] - ETA: 3:23 - loss: 362.9913 - logits_profile_predictions_loss: 358.4698 - logcount_predictions_loss: 0.2808 216/1509 [===>..........................] - ETA: 3:22 - loss: 362.9926 - logits_profile_predictions_loss: 358.4715 - logcount_predictions_loss: 0.2808 217/1509 [===>..........................] - ETA: 3:22 - loss: 362.9944 - logits_profile_predictions_loss: 358.4737 - logcount_predictions_loss: 0.2808 218/1509 [===>..........................] - ETA: 3:22 - loss: 362.9962 - logits_profile_predictions_loss: 358.4760 - logcount_predictions_loss: 0.2808 219/1509 [===>..........................] - ETA: 3:22 - loss: 362.9980 - logits_profile_predictions_loss: 358.4782 - logcount_predictions_loss: 0.2807 220/1509 [===>..........................] - ETA: 3:22 - loss: 362.9986 - logits_profile_predictions_loss: 358.4793 - logcount_predictions_loss: 0.2807 221/1509 [===>..........................] - ETA: 3:22 - loss: 362.9998 - logits_profile_predictions_loss: 358.4809 - logcount_predictions_loss: 0.2807 222/1509 [===>..........................] - ETA: 3:21 - loss: 363.0015 - logits_profile_predictions_loss: 358.4830 - logcount_predictions_loss: 0.2807 223/1509 [===>..........................] - ETA: 3:21 - loss: 363.0029 - logits_profile_predictions_loss: 358.4848 - logcount_predictions_loss: 0.2806 224/1509 [===>..........................] - ETA: 3:21 - loss: 363.0044 - logits_profile_predictions_loss: 358.4867 - logcount_predictions_loss: 0.2806 225/1509 [===>..........................] - ETA: 3:21 - loss: 363.0062 - logits_profile_predictions_loss: 358.4888 - logcount_predictions_loss: 0.2806 226/1509 [===>..........................] - ETA: 3:21 - loss: 363.0079 - logits_profile_predictions_loss: 358.4909 - logcount_predictions_loss: 0.2806 227/1509 [===>..........................] - ETA: 3:21 - loss: 363.0095 - logits_profile_predictions_loss: 358.4929 - logcount_predictions_loss: 0.2805 228/1509 [===>..........................] - ETA: 3:21 - loss: 363.0102 - logits_profile_predictions_loss: 358.4939 - logcount_predictions_loss: 0.2805 229/1509 [===>..........................] - ETA: 3:20 - loss: 363.0112 - logits_profile_predictions_loss: 358.4952 - logcount_predictions_loss: 0.2805 230/1509 [===>..........................] - ETA: 3:20 - loss: 363.0127 - logits_profile_predictions_loss: 358.4970 - logcount_predictions_loss: 0.2805 231/1509 [===>..........................] - ETA: 3:20 - loss: 363.0147 - logits_profile_predictions_loss: 358.4993 - logcount_predictions_loss: 0.2805 232/1509 [===>..........................] - ETA: 3:20 - loss: 363.0169 - logits_profile_predictions_loss: 358.5017 - logcount_predictions_loss: 0.2804 233/1509 [===>..........................] - ETA: 3:20 - loss: 363.0193 - logits_profile_predictions_loss: 358.5043 - logcount_predictions_loss: 0.2804 234/1509 [===>..........................] - ETA: 3:20 - loss: 363.0219 - logits_profile_predictions_loss: 358.5071 - logcount_predictions_loss: 0.2804 235/1509 [===>..........................] - ETA: 3:19 - loss: 363.0238 - logits_profile_predictions_loss: 358.5091 - logcount_predictions_loss: 0.2804 236/1509 [===>..........................] - ETA: 3:19 - loss: 363.0255 - logits_profile_predictions_loss: 358.5110 - logcount_predictions_loss: 0.2804 237/1509 [===>..........................] - ETA: 3:19 - loss: 363.0269 - logits_profile_predictions_loss: 358.5125 - logcount_predictions_loss: 0.2804 238/1509 [===>..........................] - ETA: 3:19 - loss: 363.0277 - logits_profile_predictions_loss: 358.5135 - logcount_predictions_loss: 0.2804 239/1509 [===>..........................] - ETA: 3:19 - loss: 363.0286 - logits_profile_predictions_loss: 358.5144 - logcount_predictions_loss: 0.2804 240/1509 [===>..........................] - ETA: 3:19 - loss: 363.0299 - logits_profile_predictions_loss: 358.5159 - logcount_predictions_loss: 0.2804 241/1509 [===>..........................] - ETA: 3:18 - loss: 363.0312 - logits_profile_predictions_loss: 358.5172 - logcount_predictions_loss: 0.2804 242/1509 [===>..........................] - ETA: 3:18 - loss: 363.0322 - logits_profile_predictions_loss: 358.5183 - logcount_predictions_loss: 0.2804 243/1509 [===>..........................] - ETA: 3:18 - loss: 363.0332 - logits_profile_predictions_loss: 358.5195 - logcount_predictions_loss: 0.2804 244/1509 [===>..........................] - ETA: 3:18 - loss: 363.0340 - logits_profile_predictions_loss: 358.5203 - logcount_predictions_loss: 0.2804 245/1509 [===>..........................] - ETA: 3:18 - loss: 363.0349 - logits_profile_predictions_loss: 358.5214 - logcount_predictions_loss: 0.2803 246/1509 [===>..........................] - ETA: 3:18 - loss: 363.0361 - logits_profile_predictions_loss: 358.5226 - logcount_predictions_loss: 0.2803 247/1509 [===>..........................] - ETA: 3:18 - loss: 363.0380 - logits_profile_predictions_loss: 358.5247 - logcount_predictions_loss: 0.2803 248/1509 [===>..........................] - ETA: 3:17 - loss: 363.0402 - logits_profile_predictions_loss: 358.5270 - logcount_predictions_loss: 0.2803 249/1509 [===>..........................] - ETA: 3:17 - loss: 363.0424 - logits_profile_predictions_loss: 358.5292 - logcount_predictions_loss: 0.2803 250/1509 [===>..........................] - ETA: 3:17 - loss: 363.0449 - logits_profile_predictions_loss: 358.5319 - logcount_predictions_loss: 0.2803 251/1509 [===>..........................] - ETA: 3:17 - loss: 363.0488 - logits_profile_predictions_loss: 358.5359 - logcount_predictions_loss: 0.2803 252/1509 [====>.........................] - ETA: 3:17 - loss: 363.0531 - logits_profile_predictions_loss: 358.5403 - logcount_predictions_loss: 0.2803 253/1509 [====>.........................] - ETA: 3:17 - loss: 363.0571 - logits_profile_predictions_loss: 358.5444 - logcount_predictions_loss: 0.2803 254/1509 [====>.........................] - ETA: 3:16 - loss: 363.0611 - logits_profile_predictions_loss: 358.5485 - logcount_predictions_loss: 0.2803 255/1509 [====>.........................] - ETA: 3:16 - loss: 363.0649 - logits_profile_predictions_loss: 358.5524 - logcount_predictions_loss: 0.2803 256/1509 [====>.........................] - ETA: 3:16 - loss: 363.0682 - logits_profile_predictions_loss: 358.5559 - logcount_predictions_loss: 0.2803 257/1509 [====>.........................] - ETA: 3:16 - loss: 363.0717 - logits_profile_predictions_loss: 358.5595 - logcount_predictions_loss: 0.2803 258/1509 [====>.........................] - ETA: 3:16 - loss: 363.0749 - logits_profile_predictions_loss: 358.5628 - logcount_predictions_loss: 0.2803 259/1509 [====>.........................] - ETA: 3:16 - loss: 363.0784 - logits_profile_predictions_loss: 358.5665 - logcount_predictions_loss: 0.2802 260/1509 [====>.........................] - ETA: 3:16 - loss: 363.0819 - logits_profile_predictions_loss: 358.5701 - logcount_predictions_loss: 0.2802 261/1509 [====>.........................] - ETA: 3:15 - loss: 363.0851 - logits_profile_predictions_loss: 358.5734 - logcount_predictions_loss: 0.2802 262/1509 [====>.........................] - ETA: 3:15 - loss: 363.0888 - logits_profile_predictions_loss: 358.5773 - logcount_predictions_loss: 0.2802 263/1509 [====>.........................] - ETA: 3:15 - loss: 363.0927 - logits_profile_predictions_loss: 358.5813 - logcount_predictions_loss: 0.2802 264/1509 [====>.........................] - ETA: 3:15 - loss: 363.0966 - logits_profile_predictions_loss: 358.5854 - logcount_predictions_loss: 0.2802 265/1509 [====>.........................] - ETA: 3:15 - loss: 363.1004 - logits_profile_predictions_loss: 358.5894 - logcount_predictions_loss: 0.2802 266/1509 [====>.........................] - ETA: 3:15 - loss: 363.1041 - logits_profile_predictions_loss: 358.5933 - logcount_predictions_loss: 0.2802 267/1509 [====>.........................] - ETA: 3:14 - loss: 363.1076 - logits_profile_predictions_loss: 358.5969 - logcount_predictions_loss: 0.2802 268/1509 [====>.........................] - ETA: 3:14 - loss: 363.1105 - logits_profile_predictions_loss: 358.6000 - logcount_predictions_loss: 0.2802 269/1509 [====>.........................] - ETA: 3:14 - loss: 363.1140 - logits_profile_predictions_loss: 358.6037 - logcount_predictions_loss: 0.2801 270/1509 [====>.........................] - ETA: 3:14 - loss: 363.1168 - logits_profile_predictions_loss: 358.6066 - logcount_predictions_loss: 0.2801 271/1509 [====>.........................] - ETA: 3:14 - loss: 363.1195 - logits_profile_predictions_loss: 358.6095 - logcount_predictions_loss: 0.2801 272/1509 [====>.........................] - ETA: 3:14 - loss: 363.1223 - logits_profile_predictions_loss: 358.6125 - logcount_predictions_loss: 0.2801 273/1509 [====>.........................] - ETA: 3:13 - loss: 363.1251 - logits_profile_predictions_loss: 358.6154 - logcount_predictions_loss: 0.2801 274/1509 [====>.........................] - ETA: 3:13 - loss: 363.1276 - logits_profile_predictions_loss: 358.6180 - logcount_predictions_loss: 0.2801 275/1509 [====>.........................] - ETA: 3:13 - loss: 363.1303 - logits_profile_predictions_loss: 358.6208 - logcount_predictions_loss: 0.2801 276/1509 [====>.........................] - ETA: 3:13 - loss: 363.1326 - logits_profile_predictions_loss: 358.6233 - logcount_predictions_loss: 0.2801 277/1509 [====>.........................] - ETA: 3:13 - loss: 363.1346 - logits_profile_predictions_loss: 358.6255 - logcount_predictions_loss: 0.2801 278/1509 [====>.........................] - ETA: 3:13 - loss: 363.1365 - logits_profile_predictions_loss: 358.6276 - logcount_predictions_loss: 0.2801 279/1509 [====>.........................] - ETA: 3:13 - loss: 363.1382 - logits_profile_predictions_loss: 358.6294 - logcount_predictions_loss: 0.2800 280/1509 [====>.........................] - ETA: 3:12 - loss: 363.1397 - logits_profile_predictions_loss: 358.6311 - logcount_predictions_loss: 0.2800 281/1509 [====>.........................] - ETA: 3:12 - loss: 363.1414 - logits_profile_predictions_loss: 358.6329 - logcount_predictions_loss: 0.2800 282/1509 [====>.........................] - ETA: 3:12 - loss: 363.1438 - logits_profile_predictions_loss: 358.6354 - logcount_predictions_loss: 0.2800 283/1509 [====>.........................] - ETA: 3:12 - loss: 363.1461 - logits_profile_predictions_loss: 358.6378 - logcount_predictions_loss: 0.2800 284/1509 [====>.........................] - ETA: 3:12 - loss: 363.1479 - logits_profile_predictions_loss: 358.6397 - logcount_predictions_loss: 0.2800 285/1509 [====>.........................] - ETA: 3:12 - loss: 363.1496 - logits_profile_predictions_loss: 358.6414 - logcount_predictions_loss: 0.2800 286/1509 [====>.........................] - ETA: 3:11 - loss: 363.1509 - logits_profile_predictions_loss: 358.6429 - logcount_predictions_loss: 0.2800 287/1509 [====>.........................] - ETA: 3:11 - loss: 363.1521 - logits_profile_predictions_loss: 358.6442 - logcount_predictions_loss: 0.2800 288/1509 [====>.........................] - ETA: 3:11 - loss: 363.1532 - logits_profile_predictions_loss: 358.6453 - logcount_predictions_loss: 0.2800 289/1509 [====>.........................] - ETA: 3:11 - loss: 363.1545 - logits_profile_predictions_loss: 358.6467 - logcount_predictions_loss: 0.2800 290/1509 [====>.........................] - ETA: 3:11 - loss: 363.1559 - logits_profile_predictions_loss: 358.6481 - logcount_predictions_loss: 0.2800 291/1509 [====>.........................] - ETA: 3:11 - loss: 363.1568 - logits_profile_predictions_loss: 358.6491 - logcount_predictions_loss: 0.2800 292/1509 [====>.........................] - ETA: 3:11 - loss: 363.1578 - logits_profile_predictions_loss: 358.6500 - logcount_predictions_loss: 0.2800 293/1509 [====>.........................] - ETA: 3:10 - loss: 363.1589 - logits_profile_predictions_loss: 358.6512 - logcount_predictions_loss: 0.2800 294/1509 [====>.........................] - ETA: 3:10 - loss: 363.1601 - logits_profile_predictions_loss: 358.6524 - logcount_predictions_loss: 0.2800 295/1509 [====>.........................] - ETA: 3:10 - loss: 363.1615 - logits_profile_predictions_loss: 358.6538 - logcount_predictions_loss: 0.2800 296/1509 [====>.........................] - ETA: 3:10 - loss: 363.1626 - logits_profile_predictions_loss: 358.6548 - logcount_predictions_loss: 0.2800 297/1509 [====>.........................] - ETA: 3:10 - loss: 363.1634 - logits_profile_predictions_loss: 358.6556 - logcount_predictions_loss: 0.2800 298/1509 [====>.........................] - ETA: 3:10 - loss: 363.1641 - logits_profile_predictions_loss: 358.6563 - logcount_predictions_loss: 0.2800 299/1509 [====>.........................] - ETA: 3:09 - loss: 363.1644 - logits_profile_predictions_loss: 358.6566 - logcount_predictions_loss: 0.2800 300/1509 [====>.........................] - ETA: 3:09 - loss: 363.1647 - logits_profile_predictions_loss: 358.6568 - logcount_predictions_loss: 0.2800 301/1509 [====>.........................] - ETA: 3:09 - loss: 363.1651 - logits_profile_predictions_loss: 358.6571 - logcount_predictions_loss: 0.2800 302/1509 [=====>........................] - ETA: 3:09 - loss: 363.1650 - logits_profile_predictions_loss: 358.6570 - logcount_predictions_loss: 0.2800 303/1509 [=====>........................] - ETA: 3:09 - loss: 363.1648 - logits_profile_predictions_loss: 358.6568 - logcount_predictions_loss: 0.2800 304/1509 [=====>........................] - ETA: 3:09 - loss: 363.1649 - logits_profile_predictions_loss: 358.6568 - logcount_predictions_loss: 0.2800 305/1509 [=====>........................] - ETA: 3:09 - loss: 363.1649 - logits_profile_predictions_loss: 358.6568 - logcount_predictions_loss: 0.2800 306/1509 [=====>........................] - ETA: 3:08 - loss: 363.1648 - logits_profile_predictions_loss: 358.6567 - logcount_predictions_loss: 0.2800 307/1509 [=====>........................] - ETA: 3:08 - loss: 363.1645 - logits_profile_predictions_loss: 358.6563 - logcount_predictions_loss: 0.2800 308/1509 [=====>........................] - ETA: 3:08 - loss: 363.1641 - logits_profile_predictions_loss: 358.6559 - logcount_predictions_loss: 0.2800 309/1509 [=====>........................] - ETA: 3:08 - loss: 363.1637 - logits_profile_predictions_loss: 358.6554 - logcount_predictions_loss: 0.2800 310/1509 [=====>........................] - ETA: 3:08 - loss: 363.1631 - logits_profile_predictions_loss: 358.6548 - logcount_predictions_loss: 0.2800 311/1509 [=====>........................] - ETA: 3:08 - loss: 363.1624 - logits_profile_predictions_loss: 358.6541 - logcount_predictions_loss: 0.2800 312/1509 [=====>........................] - ETA: 3:07 - loss: 363.1613 - logits_profile_predictions_loss: 358.6530 - logcount_predictions_loss: 0.2800 313/1509 [=====>........................] - ETA: 3:07 - loss: 363.1599 - logits_profile_predictions_loss: 358.6516 - logcount_predictions_loss: 0.2800 314/1509 [=====>........................] - ETA: 3:07 - loss: 363.1580 - logits_profile_predictions_loss: 358.6497 - logcount_predictions_loss: 0.2800 315/1509 [=====>........................] - ETA: 3:07 - loss: 363.1561 - logits_profile_predictions_loss: 358.6478 - logcount_predictions_loss: 0.2800 316/1509 [=====>........................] - ETA: 3:07 - loss: 363.1540 - logits_profile_predictions_loss: 358.6457 - logcount_predictions_loss: 0.2800 317/1509 [=====>........................] - ETA: 3:07 - loss: 363.1517 - logits_profile_predictions_loss: 358.6434 - logcount_predictions_loss: 0.2800 318/1509 [=====>........................] - ETA: 3:06 - loss: 363.1494 - logits_profile_predictions_loss: 358.6411 - logcount_predictions_loss: 0.2800 319/1509 [=====>........................] - ETA: 3:06 - loss: 363.1470 - logits_profile_predictions_loss: 358.6387 - logcount_predictions_loss: 0.2800 320/1509 [=====>........................] - ETA: 3:06 - loss: 363.1446 - logits_profile_predictions_loss: 358.6363 - logcount_predictions_loss: 0.2800 321/1509 [=====>........................] - ETA: 3:06 - loss: 363.1422 - logits_profile_predictions_loss: 358.6340 - logcount_predictions_loss: 0.2800 322/1509 [=====>........................] - ETA: 3:06 - loss: 363.1399 - logits_profile_predictions_loss: 358.6317 - logcount_predictions_loss: 0.2800 323/1509 [=====>........................] - ETA: 3:06 - loss: 363.1373 - logits_profile_predictions_loss: 358.6292 - logcount_predictions_loss: 0.2800 324/1509 [=====>........................] - ETA: 3:06 - loss: 363.1343 - logits_profile_predictions_loss: 358.6262 - logcount_predictions_loss: 0.2800 325/1509 [=====>........................] - ETA: 3:05 - loss: 363.1311 - logits_profile_predictions_loss: 358.6229 - logcount_predictions_loss: 0.2800 326/1509 [=====>........................] - ETA: 3:05 - loss: 363.1281 - logits_profile_predictions_loss: 358.6200 - logcount_predictions_loss: 0.2800 327/1509 [=====>........................] - ETA: 3:05 - loss: 363.1251 - logits_profile_predictions_loss: 358.6170 - logcount_predictions_loss: 0.2800 328/1509 [=====>........................] - ETA: 3:05 - loss: 363.1217 - logits_profile_predictions_loss: 358.6137 - logcount_predictions_loss: 0.2800 329/1509 [=====>........................] - ETA: 3:05 - loss: 363.1182 - logits_profile_predictions_loss: 358.6102 - logcount_predictions_loss: 0.2800 330/1509 [=====>........................] - ETA: 3:05 - loss: 363.1145 - logits_profile_predictions_loss: 358.6066 - logcount_predictions_loss: 0.2800 331/1509 [=====>........................] - ETA: 3:04 - loss: 363.1106 - logits_profile_predictions_loss: 358.6027 - logcount_predictions_loss: 0.2800 332/1509 [=====>........................] - ETA: 3:04 - loss: 363.1068 - logits_profile_predictions_loss: 358.5989 - logcount_predictions_loss: 0.2800 333/1509 [=====>........................] - ETA: 3:04 - loss: 363.1030 - logits_profile_predictions_loss: 358.5952 - logcount_predictions_loss: 0.2800 334/1509 [=====>........................] - ETA: 3:04 - loss: 363.0991 - logits_profile_predictions_loss: 358.5914 - logcount_predictions_loss: 0.2800 335/1509 [=====>........................] - ETA: 3:04 - loss: 363.0950 - logits_profile_predictions_loss: 358.5874 - logcount_predictions_loss: 0.2800 336/1509 [=====>........................] - ETA: 3:04 - loss: 363.0910 - logits_profile_predictions_loss: 358.5834 - logcount_predictions_loss: 0.2800 337/1509 [=====>........................] - ETA: 3:04 - loss: 363.0867 - logits_profile_predictions_loss: 358.5791 - logcount_predictions_loss: 0.2800 338/1509 [=====>........................] - ETA: 3:03 - loss: 363.0823 - logits_profile_predictions_loss: 358.5748 - logcount_predictions_loss: 0.2800 339/1509 [=====>........................] - ETA: 3:03 - loss: 363.0783 - 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logits_profile_predictions_loss: 357.9241 - logcount_predictions_loss: 0.2750 1478/1509 [============================>.] - ETA: 4s - loss: 362.3515 - logits_profile_predictions_loss: 357.9238 - logcount_predictions_loss: 0.2750 1479/1509 [============================>.] - ETA: 4s - loss: 362.3512 - logits_profile_predictions_loss: 357.9236 - logcount_predictions_loss: 0.2750 1480/1509 [============================>.] - ETA: 4s - loss: 362.3509 - logits_profile_predictions_loss: 357.9234 - logcount_predictions_loss: 0.2750 1481/1509 [============================>.] - ETA: 4s - loss: 362.3507 - logits_profile_predictions_loss: 357.9232 - logcount_predictions_loss: 0.2750 1482/1509 [============================>.] - ETA: 4s - loss: 362.3504 - logits_profile_predictions_loss: 357.9230 - logcount_predictions_loss: 0.2750 1483/1509 [============================>.] - ETA: 4s - loss: 362.3502 - logits_profile_predictions_loss: 357.9228 - logcount_predictions_loss: 0.2750 1484/1509 [============================>.] - ETA: 3s - loss: 362.3499 - logits_profile_predictions_loss: 357.9226 - logcount_predictions_loss: 0.2750 1485/1509 [============================>.] - ETA: 3s - loss: 362.3496 - logits_profile_predictions_loss: 357.9224 - logcount_predictions_loss: 0.2750 1486/1509 [============================>.] - ETA: 3s - loss: 362.3494 - logits_profile_predictions_loss: 357.9222 - logcount_predictions_loss: 0.2750 1487/1509 [============================>.] - ETA: 3s - loss: 362.3491 - logits_profile_predictions_loss: 357.9220 - logcount_predictions_loss: 0.2750 1488/1509 [============================>.] - ETA: 3s - loss: 362.3489 - logits_profile_predictions_loss: 357.9218 - logcount_predictions_loss: 0.2750 1489/1509 [============================>.] - ETA: 3s - loss: 362.3486 - logits_profile_predictions_loss: 357.9216 - logcount_predictions_loss: 0.2750 1490/1509 [============================>.] - ETA: 2s - loss: 362.3484 - logits_profile_predictions_loss: 357.9214 - logcount_predictions_loss: 0.2750 1491/1509 [============================>.] - ETA: 2s - loss: 362.3482 - logits_profile_predictions_loss: 357.9212 - logcount_predictions_loss: 0.2750 1492/1509 [============================>.] - ETA: 2s - loss: 362.3479 - logits_profile_predictions_loss: 357.9210 - logcount_predictions_loss: 0.2750 1493/1509 [============================>.] - ETA: 2s - loss: 362.3477 - logits_profile_predictions_loss: 357.9209 - logcount_predictions_loss: 0.2750 1494/1509 [============================>.] - ETA: 2s - loss: 362.3475 - logits_profile_predictions_loss: 357.9207 - logcount_predictions_loss: 0.2750 1495/1509 [============================>.] - ETA: 2s - loss: 362.3472 - logits_profile_predictions_loss: 357.9205 - logcount_predictions_loss: 0.2750 1496/1509 [============================>.] - ETA: 2s - loss: 362.3470 - logits_profile_predictions_loss: 357.9203 - logcount_predictions_loss: 0.2750 1497/1509 [============================>.] - ETA: 1s - loss: 362.3468 - logits_profile_predictions_loss: 357.9201 - logcount_predictions_loss: 0.2749 1498/1509 [============================>.] - ETA: 1s - loss: 362.3466 - logits_profile_predictions_loss: 357.9200 - logcount_predictions_loss: 0.2749 1499/1509 [============================>.] - ETA: 1s - loss: 362.3463 - logits_profile_predictions_loss: 357.9198 - logcount_predictions_loss: 0.2749 1500/1509 [============================>.] - ETA: 1s - loss: 362.3461 - logits_profile_predictions_loss: 357.9196 - logcount_predictions_loss: 0.2749 1501/1509 [============================>.] - ETA: 1s - loss: 362.3459 - logits_profile_predictions_loss: 357.9195 - logcount_predictions_loss: 0.2749 1502/1509 [============================>.] - ETA: 1s - loss: 362.3457 - logits_profile_predictions_loss: 357.9193 - logcount_predictions_loss: 0.2749 1503/1509 [============================>.] - ETA: 0s - loss: 362.3454 - logits_profile_predictions_loss: 357.9191 - logcount_predictions_loss: 0.2749 1504/1509 [============================>.] - ETA: 0s - loss: 362.3452 - logits_profile_predictions_loss: 357.9189 - logcount_predictions_loss: 0.2749 1505/1509 [============================>.] - ETA: 0s - loss: 362.3450 - logits_profile_predictions_loss: 357.9188 - logcount_predictions_loss: 0.2749 1506/1509 [============================>.] - ETA: 0s - loss: 362.3448 - logits_profile_predictions_loss: 357.9186 - logcount_predictions_loss: 0.2749 1507/1509 [============================>.] - ETA: 0s - loss: 362.3446 - logits_profile_predictions_loss: 357.9185 - logcount_predictions_loss: 0.2749 1508/1509 [============================>.] - ETA: 0s - loss: 362.3444 - logits_profile_predictions_loss: 357.9183 - logcount_predictions_loss: 0.2749 1509/1509 [==============================] - ETA: 0s - loss: 362.3442 - logits_profile_predictions_loss: 357.9182 - logcount_predictions_loss: 0.2749 1509/1509 [==============================] - 248s 164ms/step - loss: 362.3441 - logits_profile_predictions_loss: 357.9181 - logcount_predictions_loss: 0.2749 - val_loss: 382.1137 - val_logits_profile_predictions_loss: 376.9356 - val_logcount_predictions_loss: 0.3216 Epoch 00008: val_loss did not improve from 381.29938 Epoch 9/50 1/1509 [..............................] - ETA: 5:18 - loss: 363.0357 - logits_profile_predictions_loss: 359.1533 - logcount_predictions_loss: 0.2411 2/1509 [..............................] - ETA: 4:07 - loss: 354.9953 - logits_profile_predictions_loss: 351.2014 - logcount_predictions_loss: 0.2356 3/1509 [..............................] - ETA: 4:01 - loss: 349.7268 - logits_profile_predictions_loss: 345.9836 - logcount_predictions_loss: 0.2325 4/1509 [..............................] - ETA: 3:59 - loss: 349.8874 - logits_profile_predictions_loss: 346.0468 - logcount_predictions_loss: 0.2385 5/1509 [..............................] - ETA: 4:02 - loss: 348.6821 - logits_profile_predictions_loss: 344.7394 - logcount_predictions_loss: 0.2449 6/1509 [..............................] - ETA: 4:00 - loss: 349.1251 - logits_profile_predictions_loss: 345.1039 - logcount_predictions_loss: 0.2498 7/1509 [..............................] - ETA: 3:59 - loss: 349.6853 - logits_profile_predictions_loss: 345.5824 - logcount_predictions_loss: 0.2548 8/1509 [..............................] - ETA: 3:58 - loss: 349.9906 - logits_profile_predictions_loss: 345.8397 - logcount_predictions_loss: 0.2578 9/1509 [..............................] - ETA: 3:58 - loss: 350.0041 - logits_profile_predictions_loss: 345.8270 - logcount_predictions_loss: 0.2594 10/1509 [..............................] - ETA: 3:57 - loss: 349.5990 - logits_profile_predictions_loss: 345.4077 - logcount_predictions_loss: 0.2603 11/1509 [..............................] - ETA: 3:57 - loss: 349.3267 - logits_profile_predictions_loss: 345.1293 - logcount_predictions_loss: 0.2607 12/1509 [..............................] - ETA: 3:56 - loss: 349.0760 - logits_profile_predictions_loss: 344.8763 - logcount_predictions_loss: 0.2609 13/1509 [..............................] - ETA: 3:56 - loss: 348.9108 - logits_profile_predictions_loss: 344.7129 - logcount_predictions_loss: 0.2607 14/1509 [..............................] - ETA: 3:56 - loss: 348.8116 - logits_profile_predictions_loss: 344.6184 - logcount_predictions_loss: 0.2604 15/1509 [..............................] - ETA: 3:55 - loss: 348.6422 - logits_profile_predictions_loss: 344.4477 - logcount_predictions_loss: 0.2605 16/1509 [..............................] - ETA: 3:55 - loss: 348.6823 - logits_profile_predictions_loss: 344.4860 - logcount_predictions_loss: 0.2606 17/1509 [..............................] - ETA: 3:55 - loss: 348.7372 - logits_profile_predictions_loss: 344.5414 - logcount_predictions_loss: 0.2606 18/1509 [..............................] - ETA: 3:55 - loss: 348.9490 - logits_profile_predictions_loss: 344.7553 - logcount_predictions_loss: 0.2605 19/1509 [..............................] - ETA: 3:54 - loss: 349.0805 - logits_profile_predictions_loss: 344.8827 - logcount_predictions_loss: 0.2607 20/1509 [..............................] - ETA: 3:54 - loss: 349.2049 - logits_profile_predictions_loss: 345.0045 - logcount_predictions_loss: 0.2609 21/1509 [..............................] - ETA: 3:54 - loss: 349.3178 - logits_profile_predictions_loss: 345.1160 - logcount_predictions_loss: 0.2610 22/1509 [..............................] - ETA: 3:54 - loss: 349.3927 - logits_profile_predictions_loss: 345.1913 - logcount_predictions_loss: 0.2610 23/1509 [..............................] - ETA: 3:53 - loss: 349.4403 - logits_profile_predictions_loss: 345.2410 - logcount_predictions_loss: 0.2608 24/1509 [..............................] - ETA: 3:53 - loss: 349.4682 - logits_profile_predictions_loss: 345.2718 - logcount_predictions_loss: 0.2606 25/1509 [..............................] - ETA: 3:53 - loss: 349.4981 - logits_profile_predictions_loss: 345.3028 - logcount_predictions_loss: 0.2606 26/1509 [..............................] - ETA: 3:53 - loss: 349.4548 - logits_profile_predictions_loss: 345.2625 - logcount_predictions_loss: 0.2604 27/1509 [..............................] - ETA: 3:52 - loss: 349.4241 - logits_profile_predictions_loss: 345.2355 - logcount_predictions_loss: 0.2602 28/1509 [..............................] - ETA: 3:52 - loss: 349.4740 - logits_profile_predictions_loss: 345.2900 - logcount_predictions_loss: 0.2599 29/1509 [..............................] - ETA: 3:52 - loss: 349.5274 - logits_profile_predictions_loss: 345.3475 - logcount_predictions_loss: 0.2596 30/1509 [..............................] - ETA: 3:52 - loss: 349.5820 - logits_profile_predictions_loss: 345.4054 - logcount_predictions_loss: 0.2594 31/1509 [..............................] - ETA: 3:52 - loss: 349.6131 - logits_profile_predictions_loss: 345.4401 - logcount_predictions_loss: 0.2592 32/1509 [..............................] - ETA: 3:52 - loss: 349.6415 - logits_profile_predictions_loss: 345.4730 - logcount_predictions_loss: 0.2589 33/1509 [..............................] - ETA: 3:52 - loss: 349.6764 - logits_profile_predictions_loss: 345.5133 - logcount_predictions_loss: 0.2586 34/1509 [..............................] - ETA: 3:52 - loss: 349.6946 - logits_profile_predictions_loss: 345.5361 - logcount_predictions_loss: 0.2583 35/1509 [..............................] - ETA: 3:52 - loss: 349.7093 - logits_profile_predictions_loss: 345.5554 - logcount_predictions_loss: 0.2580 36/1509 [..............................] - ETA: 3:52 - loss: 349.7469 - logits_profile_predictions_loss: 345.5970 - logcount_predictions_loss: 0.2578 37/1509 [..............................] - ETA: 3:51 - loss: 349.8037 - logits_profile_predictions_loss: 345.6569 - logcount_predictions_loss: 0.2576 38/1509 [..............................] - ETA: 3:51 - loss: 349.8582 - logits_profile_predictions_loss: 345.7142 - logcount_predictions_loss: 0.2574 39/1509 [..............................] - ETA: 3:51 - loss: 349.9491 - logits_profile_predictions_loss: 345.8083 - logcount_predictions_loss: 0.2572 40/1509 [..............................] - ETA: 3:51 - loss: 350.0336 - logits_profile_predictions_loss: 345.8964 - logcount_predictions_loss: 0.2570 41/1509 [..............................] - ETA: 3:51 - loss: 350.1356 - logits_profile_predictions_loss: 346.0018 - logcount_predictions_loss: 0.2568 42/1509 [..............................] - ETA: 3:50 - loss: 350.2257 - logits_profile_predictions_loss: 346.0948 - logcount_predictions_loss: 0.2566 43/1509 [..............................] - ETA: 3:50 - loss: 350.3157 - logits_profile_predictions_loss: 346.1883 - logcount_predictions_loss: 0.2564 44/1509 [..............................] - ETA: 3:50 - loss: 350.3907 - logits_profile_predictions_loss: 346.2663 - logcount_predictions_loss: 0.2562 45/1509 [..............................] - ETA: 3:50 - loss: 350.4645 - logits_profile_predictions_loss: 346.3425 - logcount_predictions_loss: 0.2560 46/1509 [..............................] - ETA: 3:50 - loss: 350.5335 - logits_profile_predictions_loss: 346.4140 - logcount_predictions_loss: 0.2559 47/1509 [..............................] - ETA: 3:50 - loss: 350.6069 - logits_profile_predictions_loss: 346.4888 - logcount_predictions_loss: 0.2558 48/1509 [..............................] - ETA: 3:49 - loss: 350.6830 - logits_profile_predictions_loss: 346.5665 - logcount_predictions_loss: 0.2557 49/1509 [..............................] - ETA: 3:49 - loss: 350.7600 - logits_profile_predictions_loss: 346.6439 - logcount_predictions_loss: 0.2557 50/1509 [..............................] - ETA: 3:49 - loss: 350.8561 - logits_profile_predictions_loss: 346.7406 - logcount_predictions_loss: 0.2556 51/1509 [>.............................] - ETA: 3:49 - loss: 350.9490 - logits_profile_predictions_loss: 346.8342 - logcount_predictions_loss: 0.2556 52/1509 [>.............................] - ETA: 3:49 - loss: 351.0385 - logits_profile_predictions_loss: 346.9247 - logcount_predictions_loss: 0.2555 53/1509 [>.............................] - ETA: 3:49 - loss: 351.1289 - logits_profile_predictions_loss: 347.0160 - logcount_predictions_loss: 0.2555 54/1509 [>.............................] - ETA: 3:48 - loss: 351.2149 - logits_profile_predictions_loss: 347.1030 - logcount_predictions_loss: 0.2554 55/1509 [>.............................] - ETA: 3:48 - loss: 351.2728 - logits_profile_predictions_loss: 347.1616 - logcount_predictions_loss: 0.2553 56/1509 [>.............................] - ETA: 3:48 - loss: 351.3255 - logits_profile_predictions_loss: 347.2153 - logcount_predictions_loss: 0.2553 57/1509 [>.............................] - ETA: 3:48 - loss: 351.3808 - logits_profile_predictions_loss: 347.2714 - logcount_predictions_loss: 0.2552 58/1509 [>.............................] - ETA: 3:48 - loss: 351.4418 - logits_profile_predictions_loss: 347.3331 - logcount_predictions_loss: 0.2552 59/1509 [>.............................] - ETA: 3:47 - loss: 351.5071 - logits_profile_predictions_loss: 347.3990 - logcount_predictions_loss: 0.2552 60/1509 [>.............................] - ETA: 3:47 - loss: 351.5711 - logits_profile_predictions_loss: 347.4631 - logcount_predictions_loss: 0.2552 61/1509 [>.............................] - ETA: 3:47 - loss: 351.6383 - logits_profile_predictions_loss: 347.5305 - logcount_predictions_loss: 0.2551 62/1509 [>.............................] - ETA: 3:47 - loss: 351.7079 - logits_profile_predictions_loss: 347.6003 - logcount_predictions_loss: 0.2551 63/1509 [>.............................] - ETA: 3:47 - loss: 351.7811 - logits_profile_predictions_loss: 347.6739 - logcount_predictions_loss: 0.2551 64/1509 [>.............................] - ETA: 3:47 - loss: 351.8421 - logits_profile_predictions_loss: 347.7355 - logcount_predictions_loss: 0.2551 65/1509 [>.............................] - ETA: 3:47 - loss: 351.8977 - logits_profile_predictions_loss: 347.7918 - logcount_predictions_loss: 0.2550 66/1509 [>.............................] - ETA: 3:46 - loss: 351.9549 - logits_profile_predictions_loss: 347.8496 - logcount_predictions_loss: 0.2550 67/1509 [>.............................] - ETA: 3:46 - loss: 352.0172 - logits_profile_predictions_loss: 347.9126 - logcount_predictions_loss: 0.2549 68/1509 [>.............................] - ETA: 3:46 - loss: 352.0852 - logits_profile_predictions_loss: 347.9812 - logcount_predictions_loss: 0.2549 69/1509 [>.............................] - ETA: 3:46 - loss: 352.1526 - logits_profile_predictions_loss: 348.0493 - logcount_predictions_loss: 0.2549 70/1509 [>.............................] - ETA: 3:46 - loss: 352.2145 - logits_profile_predictions_loss: 348.1121 - logcount_predictions_loss: 0.2548 71/1509 [>.............................] - ETA: 3:46 - loss: 352.2818 - logits_profile_predictions_loss: 348.1800 - logcount_predictions_loss: 0.2548 72/1509 [>.............................] - ETA: 3:45 - loss: 352.3588 - logits_profile_predictions_loss: 348.2578 - logcount_predictions_loss: 0.2547 73/1509 [>.............................] - ETA: 3:45 - loss: 352.4330 - logits_profile_predictions_loss: 348.3329 - logcount_predictions_loss: 0.2547 74/1509 [>.............................] - ETA: 3:45 - loss: 352.5050 - logits_profile_predictions_loss: 348.4056 - logcount_predictions_loss: 0.2546 75/1509 [>.............................] - ETA: 3:45 - loss: 352.5700 - logits_profile_predictions_loss: 348.4714 - logcount_predictions_loss: 0.2546 76/1509 [>.............................] - ETA: 3:45 - loss: 352.6331 - logits_profile_predictions_loss: 348.5353 - logcount_predictions_loss: 0.2545 77/1509 [>.............................] - ETA: 3:45 - loss: 352.6966 - logits_profile_predictions_loss: 348.5996 - logcount_predictions_loss: 0.2545 78/1509 [>.............................] - ETA: 3:45 - loss: 352.7615 - logits_profile_predictions_loss: 348.6653 - logcount_predictions_loss: 0.2544 79/1509 [>.............................] - ETA: 3:44 - loss: 352.8229 - logits_profile_predictions_loss: 348.7275 - logcount_predictions_loss: 0.2544 80/1509 [>.............................] - ETA: 3:44 - loss: 352.8825 - logits_profile_predictions_loss: 348.7878 - logcount_predictions_loss: 0.2543 81/1509 [>.............................] - ETA: 3:44 - loss: 352.9465 - logits_profile_predictions_loss: 348.8529 - logcount_predictions_loss: 0.2543 82/1509 [>.............................] - ETA: 3:44 - loss: 353.0104 - logits_profile_predictions_loss: 348.9178 - logcount_predictions_loss: 0.2542 83/1509 [>.............................] - ETA: 3:44 - loss: 353.0719 - logits_profile_predictions_loss: 348.9805 - logcount_predictions_loss: 0.2541 84/1509 [>.............................] - ETA: 3:44 - loss: 353.1318 - logits_profile_predictions_loss: 349.0415 - logcount_predictions_loss: 0.2541 85/1509 [>.............................] - ETA: 3:43 - loss: 353.1884 - logits_profile_predictions_loss: 349.0990 - logcount_predictions_loss: 0.2540 86/1509 [>.............................] - ETA: 3:43 - loss: 353.2456 - logits_profile_predictions_loss: 349.1573 - logcount_predictions_loss: 0.2539 87/1509 [>.............................] - ETA: 3:43 - loss: 353.3013 - logits_profile_predictions_loss: 349.2142 - logcount_predictions_loss: 0.2539 88/1509 [>.............................] - ETA: 3:43 - loss: 353.3576 - logits_profile_predictions_loss: 349.2715 - logcount_predictions_loss: 0.2538 89/1509 [>.............................] - ETA: 3:43 - loss: 353.4154 - logits_profile_predictions_loss: 349.3303 - logcount_predictions_loss: 0.2537 90/1509 [>.............................] - ETA: 3:43 - loss: 353.4714 - logits_profile_predictions_loss: 349.3875 - logcount_predictions_loss: 0.2537 91/1509 [>.............................] - ETA: 3:43 - loss: 353.5250 - logits_profile_predictions_loss: 349.4423 - logcount_predictions_loss: 0.2536 92/1509 [>.............................] - ETA: 3:42 - loss: 353.5772 - logits_profile_predictions_loss: 349.4956 - logcount_predictions_loss: 0.2535 93/1509 [>.............................] - ETA: 3:42 - loss: 353.6305 - logits_profile_predictions_loss: 349.5498 - logcount_predictions_loss: 0.2535 94/1509 [>.............................] - ETA: 3:42 - loss: 353.6827 - logits_profile_predictions_loss: 349.6030 - logcount_predictions_loss: 0.2534 95/1509 [>.............................] - ETA: 3:42 - loss: 353.7307 - logits_profile_predictions_loss: 349.6518 - logcount_predictions_loss: 0.2533 96/1509 [>.............................] - ETA: 3:42 - loss: 353.7795 - logits_profile_predictions_loss: 349.7014 - logcount_predictions_loss: 0.2533 97/1509 [>.............................] - ETA: 3:42 - loss: 353.8270 - logits_profile_predictions_loss: 349.7498 - logcount_predictions_loss: 0.2532 98/1509 [>.............................] - ETA: 3:41 - loss: 353.8759 - logits_profile_predictions_loss: 349.7995 - logcount_predictions_loss: 0.2532 99/1509 [>.............................] - ETA: 3:41 - loss: 353.9200 - logits_profile_predictions_loss: 349.8444 - logcount_predictions_loss: 0.2531 100/1509 [>.............................] - ETA: 3:41 - loss: 353.9613 - logits_profile_predictions_loss: 349.8865 - logcount_predictions_loss: 0.2531 101/1509 [=>............................] - ETA: 3:41 - loss: 354.0008 - logits_profile_predictions_loss: 349.9268 - logcount_predictions_loss: 0.2530 102/1509 [=>............................] - ETA: 3:41 - loss: 354.0384 - logits_profile_predictions_loss: 349.9652 - logcount_predictions_loss: 0.2530 103/1509 [=>............................] - ETA: 3:41 - loss: 354.0786 - logits_profile_predictions_loss: 350.0063 - logcount_predictions_loss: 0.2529 104/1509 [=>............................] - ETA: 3:41 - loss: 354.1220 - logits_profile_predictions_loss: 350.0505 - logcount_predictions_loss: 0.2529 105/1509 [=>............................] - ETA: 3:40 - loss: 354.1643 - logits_profile_predictions_loss: 350.0937 - logcount_predictions_loss: 0.2528 106/1509 [=>............................] - ETA: 3:40 - loss: 354.2069 - logits_profile_predictions_loss: 350.1372 - logcount_predictions_loss: 0.2528 107/1509 [=>............................] - ETA: 3:40 - loss: 354.2469 - logits_profile_predictions_loss: 350.1781 - logcount_predictions_loss: 0.2527 108/1509 [=>............................] - ETA: 3:40 - loss: 354.2860 - logits_profile_predictions_loss: 350.2179 - logcount_predictions_loss: 0.2527 109/1509 [=>............................] - ETA: 3:40 - loss: 354.3207 - logits_profile_predictions_loss: 350.2533 - logcount_predictions_loss: 0.2526 110/1509 [=>............................] - ETA: 3:40 - loss: 354.3573 - logits_profile_predictions_loss: 350.2907 - logcount_predictions_loss: 0.2526 111/1509 [=>............................] - ETA: 3:39 - loss: 354.3941 - 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[====>.........................] - ETA: 3:16 - loss: 356.4490 - logits_profile_predictions_loss: 352.4198 - logcount_predictions_loss: 0.2503 262/1509 [====>.........................] - ETA: 3:16 - loss: 356.4514 - logits_profile_predictions_loss: 352.4222 - logcount_predictions_loss: 0.2503 263/1509 [====>.........................] - ETA: 3:16 - loss: 356.4534 - logits_profile_predictions_loss: 352.4242 - logcount_predictions_loss: 0.2503 264/1509 [====>.........................] - ETA: 3:16 - loss: 356.4558 - logits_profile_predictions_loss: 352.4266 - logcount_predictions_loss: 0.2503 265/1509 [====>.........................] - ETA: 3:15 - loss: 356.4578 - logits_profile_predictions_loss: 352.4286 - logcount_predictions_loss: 0.2503 266/1509 [====>.........................] - ETA: 3:15 - loss: 356.4600 - logits_profile_predictions_loss: 352.4308 - logcount_predictions_loss: 0.2503 267/1509 [====>.........................] - ETA: 3:15 - loss: 356.4621 - 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[====>.........................] - ETA: 3:14 - loss: 356.4747 - logits_profile_predictions_loss: 352.4452 - logcount_predictions_loss: 0.2503 275/1509 [====>.........................] - ETA: 3:14 - loss: 356.4761 - logits_profile_predictions_loss: 352.4465 - logcount_predictions_loss: 0.2503 276/1509 [====>.........................] - ETA: 3:14 - loss: 356.4774 - logits_profile_predictions_loss: 352.4478 - logcount_predictions_loss: 0.2503 277/1509 [====>.........................] - ETA: 3:14 - loss: 356.4784 - logits_profile_predictions_loss: 352.4486 - logcount_predictions_loss: 0.2503 278/1509 [====>.........................] - ETA: 3:13 - loss: 356.4793 - logits_profile_predictions_loss: 352.4494 - logcount_predictions_loss: 0.2503 279/1509 [====>.........................] - ETA: 3:13 - loss: 356.4807 - logits_profile_predictions_loss: 352.4508 - logcount_predictions_loss: 0.2503 280/1509 [====>.........................] - ETA: 3:13 - loss: 356.4822 - 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[====>.........................] - ETA: 3:12 - loss: 356.4990 - logits_profile_predictions_loss: 352.4683 - logcount_predictions_loss: 0.2503 288/1509 [====>.........................] - ETA: 3:12 - loss: 356.5018 - logits_profile_predictions_loss: 352.4710 - logcount_predictions_loss: 0.2504 289/1509 [====>.........................] - ETA: 3:12 - loss: 356.5047 - logits_profile_predictions_loss: 352.4738 - logcount_predictions_loss: 0.2504 290/1509 [====>.........................] - ETA: 3:12 - loss: 356.5078 - logits_profile_predictions_loss: 352.4769 - logcount_predictions_loss: 0.2504 291/1509 [====>.........................] - ETA: 3:11 - loss: 356.5104 - logits_profile_predictions_loss: 352.4794 - logcount_predictions_loss: 0.2504 292/1509 [====>.........................] - ETA: 3:11 - loss: 356.5128 - logits_profile_predictions_loss: 352.4817 - logcount_predictions_loss: 0.2504 293/1509 [====>.........................] - ETA: 3:11 - loss: 356.5148 - 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[====>.........................] - ETA: 3:10 - loss: 356.5286 - logits_profile_predictions_loss: 352.4967 - logcount_predictions_loss: 0.2504 301/1509 [====>.........................] - ETA: 3:10 - loss: 356.5304 - logits_profile_predictions_loss: 352.4984 - logcount_predictions_loss: 0.2504 302/1509 [=====>........................] - ETA: 3:10 - loss: 356.5317 - logits_profile_predictions_loss: 352.4996 - logcount_predictions_loss: 0.2504 303/1509 [=====>........................] - ETA: 3:09 - loss: 356.5335 - logits_profile_predictions_loss: 352.5014 - logcount_predictions_loss: 0.2504 304/1509 [=====>........................] - ETA: 3:09 - loss: 356.5353 - logits_profile_predictions_loss: 352.5031 - logcount_predictions_loss: 0.2504 305/1509 [=====>........................] - ETA: 3:09 - loss: 356.5368 - logits_profile_predictions_loss: 352.5045 - logcount_predictions_loss: 0.2504 306/1509 [=====>........................] - ETA: 3:09 - loss: 356.5383 - 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[=====>........................] - ETA: 3:08 - loss: 356.5516 - logits_profile_predictions_loss: 352.5188 - logcount_predictions_loss: 0.2505 314/1509 [=====>........................] - ETA: 3:08 - loss: 356.5539 - logits_profile_predictions_loss: 352.5210 - logcount_predictions_loss: 0.2505 315/1509 [=====>........................] - ETA: 3:08 - loss: 356.5564 - logits_profile_predictions_loss: 352.5234 - logcount_predictions_loss: 0.2505 316/1509 [=====>........................] - ETA: 3:07 - loss: 356.5588 - logits_profile_predictions_loss: 352.5258 - logcount_predictions_loss: 0.2505 317/1509 [=====>........................] - ETA: 3:07 - loss: 356.5613 - logits_profile_predictions_loss: 352.5282 - logcount_predictions_loss: 0.2505 318/1509 [=====>........................] - ETA: 3:07 - loss: 356.5641 - logits_profile_predictions_loss: 352.5309 - logcount_predictions_loss: 0.2505 319/1509 [=====>........................] - ETA: 3:07 - loss: 356.5666 - 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[=====>........................] - ETA: 3:06 - loss: 356.5810 - logits_profile_predictions_loss: 352.5474 - logcount_predictions_loss: 0.2505 327/1509 [=====>........................] - ETA: 3:06 - loss: 356.5828 - logits_profile_predictions_loss: 352.5491 - logcount_predictions_loss: 0.2505 328/1509 [=====>........................] - ETA: 3:06 - loss: 356.5843 - logits_profile_predictions_loss: 352.5506 - logcount_predictions_loss: 0.2505 329/1509 [=====>........................] - ETA: 3:05 - loss: 356.5858 - logits_profile_predictions_loss: 352.5520 - logcount_predictions_loss: 0.2505 330/1509 [=====>........................] - ETA: 3:05 - loss: 356.5873 - logits_profile_predictions_loss: 352.5535 - logcount_predictions_loss: 0.2505 331/1509 [=====>........................] - ETA: 3:05 - loss: 356.5891 - logits_profile_predictions_loss: 352.5551 - logcount_predictions_loss: 0.2505 332/1509 [=====>........................] - ETA: 3:05 - loss: 356.5909 - 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[=====>........................] - ETA: 3:04 - loss: 356.6086 - logits_profile_predictions_loss: 352.5739 - logcount_predictions_loss: 0.2506 340/1509 [=====>........................] - ETA: 3:04 - loss: 356.6108 - logits_profile_predictions_loss: 352.5760 - logcount_predictions_loss: 0.2506 341/1509 [=====>........................] - ETA: 3:04 - loss: 356.6128 - logits_profile_predictions_loss: 352.5779 - logcount_predictions_loss: 0.2506 342/1509 [=====>........................] - ETA: 3:03 - loss: 356.6146 - logits_profile_predictions_loss: 352.5795 - logcount_predictions_loss: 0.2506 343/1509 [=====>........................] - ETA: 3:03 - loss: 356.6164 - logits_profile_predictions_loss: 352.5812 - logcount_predictions_loss: 0.2506 344/1509 [=====>........................] - ETA: 3:03 - loss: 356.6183 - logits_profile_predictions_loss: 352.5829 - logcount_predictions_loss: 0.2506 345/1509 [=====>........................] - ETA: 3:03 - loss: 356.6201 - 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[==============================] - 248s 165ms/step - loss: 358.5666 - logits_profile_predictions_loss: 354.4869 - logcount_predictions_loss: 0.2534 - val_loss: 381.9839 - val_logits_profile_predictions_loss: 376.9946 - val_logcount_predictions_loss: 0.3099 Epoch 00009: val_loss did not improve from 381.29938 Epoch 10/50 1/1509 [..............................] - ETA: 5:54 - loss: 424.6299 - logits_profile_predictions_loss: 420.4905 - logcount_predictions_loss: 0.2571 2/1509 [..............................] - ETA: 4:02 - loss: 409.8100 - logits_profile_predictions_loss: 405.6878 - logcount_predictions_loss: 0.2560 3/1509 [..............................] - ETA: 3:59 - loss: 396.8192 - logits_profile_predictions_loss: 392.7698 - logcount_predictions_loss: 0.2515 4/1509 [..............................] - ETA: 3:58 - loss: 389.2276 - logits_profile_predictions_loss: 385.2033 - logcount_predictions_loss: 0.2500 5/1509 [..............................] - ETA: 3:57 - loss: 385.3717 - logits_profile_predictions_loss: 381.3784 - logcount_predictions_loss: 0.2480 6/1509 [..............................] - ETA: 3:56 - loss: 382.7361 - logits_profile_predictions_loss: 378.7421 - logcount_predictions_loss: 0.2481 7/1509 [..............................] - ETA: 3:56 - loss: 380.6860 - logits_profile_predictions_loss: 376.7178 - logcount_predictions_loss: 0.2465 8/1509 [..............................] - ETA: 3:55 - loss: 378.7119 - logits_profile_predictions_loss: 374.7660 - logcount_predictions_loss: 0.2451 9/1509 [..............................] - ETA: 3:55 - loss: 376.6811 - logits_profile_predictions_loss: 372.7613 - logcount_predictions_loss: 0.2435 10/1509 [..............................] - ETA: 3:55 - loss: 374.9592 - logits_profile_predictions_loss: 371.0645 - logcount_predictions_loss: 0.2419 11/1509 [..............................] - ETA: 3:55 - loss: 373.4624 - logits_profile_predictions_loss: 369.5878 - logcount_predictions_loss: 0.2407 12/1509 [..............................] - ETA: 3:55 - loss: 372.0797 - logits_profile_predictions_loss: 368.2240 - logcount_predictions_loss: 0.2395 13/1509 [..............................] - ETA: 3:54 - loss: 371.0040 - logits_profile_predictions_loss: 367.1613 - logcount_predictions_loss: 0.2387 14/1509 [..............................] - ETA: 3:54 - loss: 369.9289 - logits_profile_predictions_loss: 366.0967 - logcount_predictions_loss: 0.2380 15/1509 [..............................] - ETA: 3:54 - loss: 368.8089 - logits_profile_predictions_loss: 364.9834 - logcount_predictions_loss: 0.2376 16/1509 [..............................] - ETA: 3:54 - loss: 367.9667 - logits_profile_predictions_loss: 364.1496 - logcount_predictions_loss: 0.2371 17/1509 [..............................] - ETA: 3:54 - loss: 367.1341 - logits_profile_predictions_loss: 363.3239 - logcount_predictions_loss: 0.2367 18/1509 [..............................] - ETA: 3:53 - loss: 366.3219 - logits_profile_predictions_loss: 362.5131 - logcount_predictions_loss: 0.2366 19/1509 [..............................] - ETA: 3:53 - loss: 365.5264 - logits_profile_predictions_loss: 361.7180 - logcount_predictions_loss: 0.2365 20/1509 [..............................] - ETA: 3:53 - loss: 364.9000 - logits_profile_predictions_loss: 361.0928 - logcount_predictions_loss: 0.2365 21/1509 [..............................] - ETA: 3:53 - loss: 364.3178 - logits_profile_predictions_loss: 360.5125 - logcount_predictions_loss: 0.2364 22/1509 [..............................] - ETA: 3:53 - loss: 363.8947 - logits_profile_predictions_loss: 360.0913 - logcount_predictions_loss: 0.2362 23/1509 [..............................] - ETA: 3:53 - loss: 363.4727 - logits_profile_predictions_loss: 359.6734 - logcount_predictions_loss: 0.2360 24/1509 [..............................] - ETA: 3:52 - loss: 363.0592 - logits_profile_predictions_loss: 359.2655 - logcount_predictions_loss: 0.2356 25/1509 [..............................] - ETA: 3:52 - loss: 362.7199 - logits_profile_predictions_loss: 358.9320 - logcount_predictions_loss: 0.2353 26/1509 [..............................] - ETA: 3:52 - loss: 362.5159 - logits_profile_predictions_loss: 358.7339 - logcount_predictions_loss: 0.2349 27/1509 [..............................] - ETA: 3:52 - loss: 362.3053 - logits_profile_predictions_loss: 358.5276 - logcount_predictions_loss: 0.2346 28/1509 [..............................] - ETA: 3:52 - loss: 362.1236 - logits_profile_predictions_loss: 358.3490 - logcount_predictions_loss: 0.2344 29/1509 [..............................] - ETA: 3:52 - loss: 361.9733 - logits_profile_predictions_loss: 358.2018 - logcount_predictions_loss: 0.2343 30/1509 [..............................] - ETA: 3:52 - loss: 361.8118 - logits_profile_predictions_loss: 358.0425 - logcount_predictions_loss: 0.2341 31/1509 [..............................] - ETA: 3:51 - loss: 361.6212 - logits_profile_predictions_loss: 357.8539 - logcount_predictions_loss: 0.2340 32/1509 [..............................] - ETA: 3:51 - loss: 361.4191 - logits_profile_predictions_loss: 357.6540 - logcount_predictions_loss: 0.2339 33/1509 [..............................] - ETA: 3:51 - loss: 361.2006 - logits_profile_predictions_loss: 357.4379 - logcount_predictions_loss: 0.2337 34/1509 [..............................] - ETA: 3:51 - loss: 361.0189 - logits_profile_predictions_loss: 357.2584 - logcount_predictions_loss: 0.2336 35/1509 [..............................] - ETA: 3:51 - loss: 360.8506 - logits_profile_predictions_loss: 357.0922 - logcount_predictions_loss: 0.2334 36/1509 [..............................] - ETA: 3:51 - loss: 360.6856 - logits_profile_predictions_loss: 356.9293 - logcount_predictions_loss: 0.2333 37/1509 [..............................] - ETA: 3:50 - loss: 360.5421 - logits_profile_predictions_loss: 356.7881 - logcount_predictions_loss: 0.2332 38/1509 [..............................] - ETA: 3:50 - loss: 360.4337 - logits_profile_predictions_loss: 356.6819 - logcount_predictions_loss: 0.2330 39/1509 [..............................] - ETA: 3:50 - loss: 360.3502 - logits_profile_predictions_loss: 356.6010 - logcount_predictions_loss: 0.2329 40/1509 [..............................] - ETA: 3:50 - loss: 360.2716 - logits_profile_predictions_loss: 356.5249 - logcount_predictions_loss: 0.2327 41/1509 [..............................] - ETA: 3:50 - loss: 360.1575 - logits_profile_predictions_loss: 356.4125 - logcount_predictions_loss: 0.2326 42/1509 [..............................] - ETA: 3:50 - loss: 360.0627 - logits_profile_predictions_loss: 356.3193 - logcount_predictions_loss: 0.2325 43/1509 [..............................] - ETA: 3:49 - loss: 359.9612 - logits_profile_predictions_loss: 356.2200 - logcount_predictions_loss: 0.2324 44/1509 [..............................] - ETA: 3:49 - loss: 359.8853 - logits_profile_predictions_loss: 356.1454 - logcount_predictions_loss: 0.2323 45/1509 [..............................] - ETA: 3:49 - loss: 359.7869 - logits_profile_predictions_loss: 356.0487 - logcount_predictions_loss: 0.2322 46/1509 [..............................] - ETA: 3:49 - loss: 359.6861 - logits_profile_predictions_loss: 355.9498 - logcount_predictions_loss: 0.2321 47/1509 [..............................] - ETA: 3:49 - loss: 359.5938 - logits_profile_predictions_loss: 355.8593 - logcount_predictions_loss: 0.2320 48/1509 [..............................] - ETA: 3:49 - loss: 359.4861 - logits_profile_predictions_loss: 355.7537 - logcount_predictions_loss: 0.2318 49/1509 [..............................] - ETA: 3:49 - loss: 359.3697 - logits_profile_predictions_loss: 355.6396 - logcount_predictions_loss: 0.2317 50/1509 [..............................] - ETA: 3:48 - loss: 359.2447 - logits_profile_predictions_loss: 355.5167 - logcount_predictions_loss: 0.2316 51/1509 [>.............................] - ETA: 3:48 - loss: 359.1253 - logits_profile_predictions_loss: 355.3999 - logcount_predictions_loss: 0.2314 52/1509 [>.............................] - ETA: 3:48 - loss: 359.0100 - logits_profile_predictions_loss: 355.2869 - logcount_predictions_loss: 0.2313 53/1509 [>.............................] - ETA: 3:48 - loss: 358.8985 - logits_profile_predictions_loss: 355.1777 - logcount_predictions_loss: 0.2311 54/1509 [>.............................] - ETA: 3:48 - loss: 358.7858 - logits_profile_predictions_loss: 355.0671 - logcount_predictions_loss: 0.2310 55/1509 [>.............................] - ETA: 3:48 - loss: 358.6779 - logits_profile_predictions_loss: 354.9614 - logcount_predictions_loss: 0.2308 56/1509 [>.............................] - ETA: 3:48 - loss: 358.5816 - logits_profile_predictions_loss: 354.8676 - logcount_predictions_loss: 0.2307 57/1509 [>.............................] - ETA: 3:47 - loss: 358.4875 - logits_profile_predictions_loss: 354.7761 - logcount_predictions_loss: 0.2305 58/1509 [>.............................] - ETA: 3:47 - loss: 358.4002 - logits_profile_predictions_loss: 354.6913 - logcount_predictions_loss: 0.2304 59/1509 [>.............................] - ETA: 3:47 - loss: 358.3250 - logits_profile_predictions_loss: 354.6189 - logcount_predictions_loss: 0.2302 60/1509 [>.............................] - ETA: 3:47 - loss: 358.2539 - logits_profile_predictions_loss: 354.5504 - logcount_predictions_loss: 0.2300 61/1509 [>.............................] - ETA: 3:47 - loss: 358.1903 - logits_profile_predictions_loss: 354.4894 - logcount_predictions_loss: 0.2299 62/1509 [>.............................] - ETA: 3:47 - loss: 358.1275 - logits_profile_predictions_loss: 354.4287 - logcount_predictions_loss: 0.2297 63/1509 [>.............................] - ETA: 3:46 - loss: 358.0641 - logits_profile_predictions_loss: 354.3672 - logcount_predictions_loss: 0.2296 64/1509 [>.............................] - ETA: 3:46 - loss: 357.9987 - logits_profile_predictions_loss: 354.3038 - logcount_predictions_loss: 0.2295 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logits_profile_predictions_loss: 354.0235 - logcount_predictions_loss: 0.2285 72/1509 [>.............................] - ETA: 3:45 - loss: 357.6701 - logits_profile_predictions_loss: 353.9924 - logcount_predictions_loss: 0.2284 73/1509 [>.............................] - ETA: 3:45 - loss: 357.6415 - logits_profile_predictions_loss: 353.9656 - logcount_predictions_loss: 0.2283 74/1509 [>.............................] - ETA: 3:45 - loss: 357.6071 - logits_profile_predictions_loss: 353.9333 - logcount_predictions_loss: 0.2282 75/1509 [>.............................] - ETA: 3:45 - loss: 357.5774 - logits_profile_predictions_loss: 353.9056 - logcount_predictions_loss: 0.2281 76/1509 [>.............................] - ETA: 3:44 - loss: 357.5575 - logits_profile_predictions_loss: 353.8878 - logcount_predictions_loss: 0.2279 77/1509 [>.............................] - ETA: 3:44 - loss: 357.5314 - logits_profile_predictions_loss: 353.8637 - logcount_predictions_loss: 0.2278 78/1509 [>.............................] - ETA: 3:44 - loss: 357.5073 - logits_profile_predictions_loss: 353.8417 - logcount_predictions_loss: 0.2277 79/1509 [>.............................] - ETA: 3:44 - loss: 357.4824 - logits_profile_predictions_loss: 353.8188 - logcount_predictions_loss: 0.2276 80/1509 [>.............................] - ETA: 3:44 - loss: 357.4576 - logits_profile_predictions_loss: 353.7959 - logcount_predictions_loss: 0.2274 81/1509 [>.............................] - ETA: 3:44 - loss: 357.4367 - logits_profile_predictions_loss: 353.7768 - logcount_predictions_loss: 0.2273 82/1509 [>.............................] - ETA: 3:44 - loss: 357.4185 - logits_profile_predictions_loss: 353.7601 - logcount_predictions_loss: 0.2272 83/1509 [>.............................] - ETA: 3:43 - loss: 357.3998 - logits_profile_predictions_loss: 353.7430 - logcount_predictions_loss: 0.2271 84/1509 [>.............................] - ETA: 3:43 - loss: 357.3845 - logits_profile_predictions_loss: 353.7291 - logcount_predictions_loss: 0.2270 85/1509 [>.............................] - ETA: 3:43 - loss: 357.3714 - logits_profile_predictions_loss: 353.7172 - logcount_predictions_loss: 0.2270 86/1509 [>.............................] - ETA: 3:43 - loss: 357.3591 - logits_profile_predictions_loss: 353.7061 - logcount_predictions_loss: 0.2269 87/1509 [>.............................] - ETA: 3:43 - loss: 357.3452 - logits_profile_predictions_loss: 353.6933 - logcount_predictions_loss: 0.2268 88/1509 [>.............................] - ETA: 3:43 - loss: 357.3307 - logits_profile_predictions_loss: 353.6799 - logcount_predictions_loss: 0.2268 89/1509 [>.............................] - ETA: 3:42 - loss: 357.3138 - logits_profile_predictions_loss: 353.6641 - logcount_predictions_loss: 0.2267 90/1509 [>.............................] - ETA: 3:42 - loss: 357.3007 - logits_profile_predictions_loss: 353.6520 - logcount_predictions_loss: 0.2266 91/1509 [>.............................] - ETA: 3:42 - loss: 357.2909 - logits_profile_predictions_loss: 353.6431 - logcount_predictions_loss: 0.2266 92/1509 [>.............................] - ETA: 3:42 - loss: 357.2788 - logits_profile_predictions_loss: 353.6319 - logcount_predictions_loss: 0.2265 93/1509 [>.............................] - ETA: 3:42 - loss: 357.2679 - logits_profile_predictions_loss: 353.6219 - logcount_predictions_loss: 0.2265 94/1509 [>.............................] - ETA: 3:42 - loss: 357.2591 - logits_profile_predictions_loss: 353.6142 - logcount_predictions_loss: 0.2264 95/1509 [>.............................] - ETA: 3:42 - loss: 357.2529 - logits_profile_predictions_loss: 353.6089 - logcount_predictions_loss: 0.2263 96/1509 [>.............................] - ETA: 3:41 - loss: 357.2466 - logits_profile_predictions_loss: 353.6037 - logcount_predictions_loss: 0.2263 97/1509 [>.............................] - ETA: 3:41 - loss: 357.2421 - logits_profile_predictions_loss: 353.6002 - logcount_predictions_loss: 0.2262 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logits_profile_predictions_loss: 353.5739 - logcount_predictions_loss: 0.2257 105/1509 [=>............................] - ETA: 3:40 - loss: 357.1970 - logits_profile_predictions_loss: 353.5640 - logcount_predictions_loss: 0.2257 106/1509 [=>............................] - ETA: 3:40 - loss: 357.1853 - logits_profile_predictions_loss: 353.5533 - logcount_predictions_loss: 0.2256 107/1509 [=>............................] - ETA: 3:40 - loss: 357.1707 - logits_profile_predictions_loss: 353.5397 - logcount_predictions_loss: 0.2255 108/1509 [=>............................] - ETA: 3:40 - loss: 357.1545 - logits_profile_predictions_loss: 353.5244 - logcount_predictions_loss: 0.2255 109/1509 [=>............................] - ETA: 3:39 - loss: 357.1406 - logits_profile_predictions_loss: 353.5114 - logcount_predictions_loss: 0.2254 110/1509 [=>............................] - ETA: 3:39 - loss: 357.1271 - logits_profile_predictions_loss: 353.4988 - logcount_predictions_loss: 0.2254 111/1509 [=>............................] - ETA: 3:39 - loss: 357.1144 - logits_profile_predictions_loss: 353.4870 - logcount_predictions_loss: 0.2253 112/1509 [=>............................] - ETA: 3:39 - loss: 357.1009 - logits_profile_predictions_loss: 353.4744 - logcount_predictions_loss: 0.2253 113/1509 [=>............................] - ETA: 3:39 - loss: 357.0880 - logits_profile_predictions_loss: 353.4622 - logcount_predictions_loss: 0.2252 114/1509 [=>............................] - ETA: 3:39 - loss: 357.0736 - logits_profile_predictions_loss: 353.4486 - logcount_predictions_loss: 0.2252 115/1509 [=>............................] - ETA: 3:39 - loss: 357.0618 - logits_profile_predictions_loss: 353.4376 - logcount_predictions_loss: 0.2251 116/1509 [=>............................] - ETA: 3:38 - loss: 357.0505 - logits_profile_predictions_loss: 353.4269 - logcount_predictions_loss: 0.2251 117/1509 [=>............................] - ETA: 3:38 - loss: 357.0389 - logits_profile_predictions_loss: 353.4161 - logcount_predictions_loss: 0.2250 118/1509 [=>............................] - ETA: 3:38 - loss: 357.0283 - logits_profile_predictions_loss: 353.4061 - logcount_predictions_loss: 0.2250 119/1509 [=>............................] - ETA: 3:38 - loss: 357.0185 - logits_profile_predictions_loss: 353.3968 - logcount_predictions_loss: 0.2250 120/1509 [=>............................] - ETA: 3:38 - loss: 357.0094 - logits_profile_predictions_loss: 353.3883 - logcount_predictions_loss: 0.2249 121/1509 [=>............................] - ETA: 3:38 - loss: 357.0016 - logits_profile_predictions_loss: 353.3809 - logcount_predictions_loss: 0.2249 122/1509 [=>............................] - ETA: 3:37 - loss: 356.9941 - logits_profile_predictions_loss: 353.3738 - logcount_predictions_loss: 0.2249 123/1509 [=>............................] - ETA: 3:37 - loss: 356.9867 - logits_profile_predictions_loss: 353.3669 - logcount_predictions_loss: 0.2248 124/1509 [=>............................] - ETA: 3:37 - loss: 356.9799 - logits_profile_predictions_loss: 353.3605 - logcount_predictions_loss: 0.2248 125/1509 [=>............................] - ETA: 3:37 - loss: 356.9725 - logits_profile_predictions_loss: 353.3534 - logcount_predictions_loss: 0.2248 126/1509 [=>............................] - ETA: 3:37 - loss: 356.9639 - logits_profile_predictions_loss: 353.3452 - logcount_predictions_loss: 0.2248 127/1509 [=>............................] - ETA: 3:37 - loss: 356.9581 - logits_profile_predictions_loss: 353.3397 - logcount_predictions_loss: 0.2247 128/1509 [=>............................] - ETA: 3:36 - loss: 356.9520 - logits_profile_predictions_loss: 353.3339 - logcount_predictions_loss: 0.2247 129/1509 [=>............................] - ETA: 3:36 - loss: 356.9449 - logits_profile_predictions_loss: 353.3271 - logcount_predictions_loss: 0.2247 130/1509 [=>............................] - ETA: 3:36 - loss: 356.9369 - logits_profile_predictions_loss: 353.3194 - logcount_predictions_loss: 0.2247 131/1509 [=>............................] - ETA: 3:36 - loss: 356.9298 - logits_profile_predictions_loss: 353.3127 - logcount_predictions_loss: 0.2247 132/1509 [=>............................] - ETA: 3:36 - loss: 356.9239 - logits_profile_predictions_loss: 353.3071 - logcount_predictions_loss: 0.2246 133/1509 [=>............................] - ETA: 3:36 - loss: 356.9179 - logits_profile_predictions_loss: 353.3015 - logcount_predictions_loss: 0.2246 134/1509 [=>............................] - ETA: 3:36 - loss: 356.9118 - logits_profile_predictions_loss: 353.2958 - logcount_predictions_loss: 0.2246 135/1509 [=>............................] - ETA: 3:35 - loss: 356.9071 - logits_profile_predictions_loss: 353.2915 - logcount_predictions_loss: 0.2246 136/1509 [=>............................] - ETA: 3:35 - loss: 356.8994 - logits_profile_predictions_loss: 353.2843 - logcount_predictions_loss: 0.2245 137/1509 [=>............................] - ETA: 3:35 - loss: 356.8915 - logits_profile_predictions_loss: 353.2769 - logcount_predictions_loss: 0.2245 138/1509 [=>............................] - ETA: 3:35 - loss: 356.8819 - logits_profile_predictions_loss: 353.2678 - logcount_predictions_loss: 0.2245 139/1509 [=>............................] - ETA: 3:35 - loss: 356.8729 - logits_profile_predictions_loss: 353.2592 - logcount_predictions_loss: 0.2245 140/1509 [=>............................] - ETA: 3:35 - loss: 356.8643 - logits_profile_predictions_loss: 353.2510 - logcount_predictions_loss: 0.2244 141/1509 [=>............................] - ETA: 3:34 - loss: 356.8587 - logits_profile_predictions_loss: 353.2459 - logcount_predictions_loss: 0.2244 142/1509 [=>............................] - ETA: 3:34 - loss: 356.8532 - logits_profile_predictions_loss: 353.2408 - logcount_predictions_loss: 0.2244 143/1509 [=>............................] - ETA: 3:34 - loss: 356.8494 - logits_profile_predictions_loss: 353.2375 - logcount_predictions_loss: 0.2243 144/1509 [=>............................] - ETA: 3:34 - loss: 356.8460 - logits_profile_predictions_loss: 353.2344 - logcount_predictions_loss: 0.2243 145/1509 [=>............................] - ETA: 3:34 - loss: 356.8410 - logits_profile_predictions_loss: 353.2298 - logcount_predictions_loss: 0.2243 146/1509 [=>............................] - ETA: 3:34 - loss: 356.8362 - logits_profile_predictions_loss: 353.2253 - logcount_predictions_loss: 0.2243 147/1509 [=>............................] - ETA: 3:34 - loss: 356.8326 - logits_profile_predictions_loss: 353.2220 - logcount_predictions_loss: 0.2243 148/1509 [=>............................] - ETA: 3:33 - loss: 356.8294 - logits_profile_predictions_loss: 353.2192 - logcount_predictions_loss: 0.2242 149/1509 [=>............................] - ETA: 3:33 - loss: 356.8271 - logits_profile_predictions_loss: 353.2174 - logcount_predictions_loss: 0.2242 150/1509 [=>............................] - ETA: 3:33 - loss: 356.8271 - logits_profile_predictions_loss: 353.2178 - logcount_predictions_loss: 0.2242 151/1509 [==>...........................] - ETA: 3:33 - loss: 356.8268 - logits_profile_predictions_loss: 353.2180 - logcount_predictions_loss: 0.2242 152/1509 [==>...........................] - ETA: 3:33 - loss: 356.8266 - logits_profile_predictions_loss: 353.2183 - logcount_predictions_loss: 0.2241 153/1509 [==>...........................] - ETA: 3:33 - loss: 356.8273 - logits_profile_predictions_loss: 353.2194 - logcount_predictions_loss: 0.2241 154/1509 [==>...........................] - ETA: 3:32 - loss: 356.8296 - logits_profile_predictions_loss: 353.2222 - logcount_predictions_loss: 0.2241 155/1509 [==>...........................] - ETA: 3:32 - loss: 356.8317 - logits_profile_predictions_loss: 353.2247 - logcount_predictions_loss: 0.2240 156/1509 [==>...........................] - ETA: 3:32 - loss: 356.8343 - logits_profile_predictions_loss: 353.2277 - logcount_predictions_loss: 0.2240 157/1509 [==>...........................] - ETA: 3:32 - loss: 356.8367 - logits_profile_predictions_loss: 353.2305 - logcount_predictions_loss: 0.2240 158/1509 [==>...........................] - ETA: 3:32 - loss: 356.8403 - logits_profile_predictions_loss: 353.2346 - logcount_predictions_loss: 0.2240 159/1509 [==>...........................] - ETA: 3:32 - loss: 356.8426 - logits_profile_predictions_loss: 353.2372 - logcount_predictions_loss: 0.2239 160/1509 [==>...........................] - ETA: 3:32 - loss: 356.8435 - logits_profile_predictions_loss: 353.2385 - logcount_predictions_loss: 0.2239 161/1509 [==>...........................] - ETA: 3:31 - loss: 356.8455 - logits_profile_predictions_loss: 353.2409 - logcount_predictions_loss: 0.2239 162/1509 [==>...........................] - ETA: 3:31 - loss: 356.8463 - logits_profile_predictions_loss: 353.2421 - logcount_predictions_loss: 0.2239 163/1509 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[==>...........................] - ETA: 3:29 - loss: 356.8240 - logits_profile_predictions_loss: 353.2235 - logcount_predictions_loss: 0.2236 177/1509 [==>...........................] - ETA: 3:29 - loss: 356.8212 - logits_profile_predictions_loss: 353.2209 - logcount_predictions_loss: 0.2236 178/1509 [==>...........................] - ETA: 3:29 - loss: 356.8188 - logits_profile_predictions_loss: 353.2187 - logcount_predictions_loss: 0.2236 179/1509 [==>...........................] - ETA: 3:29 - loss: 356.8155 - logits_profile_predictions_loss: 353.2156 - logcount_predictions_loss: 0.2236 180/1509 [==>...........................] - ETA: 3:28 - loss: 356.8119 - logits_profile_predictions_loss: 353.2121 - logcount_predictions_loss: 0.2236 181/1509 [==>...........................] - ETA: 3:28 - loss: 356.8072 - logits_profile_predictions_loss: 353.2075 - logcount_predictions_loss: 0.2236 182/1509 [==>...........................] - ETA: 3:28 - loss: 356.8031 - 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[==>...........................] - ETA: 3:27 - loss: 356.7805 - logits_profile_predictions_loss: 353.1815 - logcount_predictions_loss: 0.2235 190/1509 [==>...........................] - ETA: 3:27 - loss: 356.7776 - logits_profile_predictions_loss: 353.1787 - logcount_predictions_loss: 0.2235 191/1509 [==>...........................] - ETA: 3:27 - loss: 356.7740 - logits_profile_predictions_loss: 353.1751 - logcount_predictions_loss: 0.2235 192/1509 [==>...........................] - ETA: 3:27 - loss: 356.7706 - logits_profile_predictions_loss: 353.1718 - logcount_predictions_loss: 0.2235 193/1509 [==>...........................] - ETA: 3:26 - loss: 356.7675 - logits_profile_predictions_loss: 353.1687 - logcount_predictions_loss: 0.2235 194/1509 [==>...........................] - ETA: 3:26 - loss: 356.7653 - logits_profile_predictions_loss: 353.1666 - logcount_predictions_loss: 0.2235 195/1509 [==>...........................] - ETA: 3:26 - loss: 356.7628 - 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[===>..........................] - ETA: 3:25 - loss: 356.7423 - logits_profile_predictions_loss: 353.1442 - logcount_predictions_loss: 0.2235 203/1509 [===>..........................] - ETA: 3:25 - loss: 356.7391 - logits_profile_predictions_loss: 353.1410 - logcount_predictions_loss: 0.2235 204/1509 [===>..........................] - ETA: 3:25 - loss: 356.7363 - logits_profile_predictions_loss: 353.1384 - logcount_predictions_loss: 0.2235 205/1509 [===>..........................] - ETA: 3:25 - loss: 356.7339 - logits_profile_predictions_loss: 353.1361 - logcount_predictions_loss: 0.2235 206/1509 [===>..........................] - ETA: 3:24 - loss: 356.7309 - logits_profile_predictions_loss: 353.1332 - logcount_predictions_loss: 0.2235 207/1509 [===>..........................] - ETA: 3:24 - loss: 356.7272 - logits_profile_predictions_loss: 353.1296 - logcount_predictions_loss: 0.2235 208/1509 [===>..........................] - ETA: 3:24 - loss: 356.7228 - 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[===>..........................] - ETA: 3:23 - loss: 356.7055 - logits_profile_predictions_loss: 353.1086 - logcount_predictions_loss: 0.2234 216/1509 [===>..........................] - ETA: 3:23 - loss: 356.7042 - logits_profile_predictions_loss: 353.1074 - logcount_predictions_loss: 0.2234 217/1509 [===>..........................] - ETA: 3:23 - loss: 356.7028 - logits_profile_predictions_loss: 353.1060 - logcount_predictions_loss: 0.2234 218/1509 [===>..........................] - ETA: 3:23 - loss: 356.7014 - logits_profile_predictions_loss: 353.1047 - logcount_predictions_loss: 0.2234 219/1509 [===>..........................] - ETA: 3:22 - loss: 356.6999 - logits_profile_predictions_loss: 353.1034 - logcount_predictions_loss: 0.2234 220/1509 [===>..........................] - ETA: 3:22 - loss: 356.6984 - logits_profile_predictions_loss: 353.1020 - logcount_predictions_loss: 0.2234 221/1509 [===>..........................] - ETA: 3:22 - loss: 356.6972 - 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[===>..........................] - ETA: 3:21 - loss: 356.6919 - logits_profile_predictions_loss: 353.0961 - logcount_predictions_loss: 0.2233 229/1509 [===>..........................] - ETA: 3:21 - loss: 356.6917 - logits_profile_predictions_loss: 353.0960 - logcount_predictions_loss: 0.2233 230/1509 [===>..........................] - ETA: 3:21 - loss: 356.6916 - logits_profile_predictions_loss: 353.0958 - logcount_predictions_loss: 0.2233 231/1509 [===>..........................] - ETA: 3:21 - loss: 356.6911 - logits_profile_predictions_loss: 353.0954 - logcount_predictions_loss: 0.2233 232/1509 [===>..........................] - ETA: 3:20 - loss: 356.6899 - logits_profile_predictions_loss: 353.0943 - logcount_predictions_loss: 0.2233 233/1509 [===>..........................] - ETA: 3:20 - loss: 356.6881 - logits_profile_predictions_loss: 353.0925 - logcount_predictions_loss: 0.2233 234/1509 [===>..........................] - ETA: 3:20 - loss: 356.6861 - 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[===>..........................] - ETA: 3:19 - loss: 356.6712 - logits_profile_predictions_loss: 353.0758 - logcount_predictions_loss: 0.2233 242/1509 [===>..........................] - ETA: 3:19 - loss: 356.6698 - logits_profile_predictions_loss: 353.0745 - logcount_predictions_loss: 0.2233 243/1509 [===>..........................] - ETA: 3:19 - loss: 356.6691 - logits_profile_predictions_loss: 353.0738 - logcount_predictions_loss: 0.2233 244/1509 [===>..........................] - ETA: 3:18 - loss: 356.6681 - logits_profile_predictions_loss: 353.0728 - logcount_predictions_loss: 0.2233 245/1509 [===>..........................] - ETA: 3:18 - loss: 356.6673 - logits_profile_predictions_loss: 353.0720 - logcount_predictions_loss: 0.2233 246/1509 [===>..........................] - ETA: 3:18 - loss: 356.6663 - logits_profile_predictions_loss: 353.0711 - logcount_predictions_loss: 0.2233 247/1509 [===>..........................] - ETA: 3:18 - loss: 356.6654 - 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[====>.........................] - ETA: 3:17 - loss: 356.6547 - logits_profile_predictions_loss: 353.0597 - logcount_predictions_loss: 0.2233 255/1509 [====>.........................] - ETA: 3:17 - loss: 356.6524 - logits_profile_predictions_loss: 353.0574 - logcount_predictions_loss: 0.2233 256/1509 [====>.........................] - ETA: 3:17 - loss: 356.6505 - logits_profile_predictions_loss: 353.0555 - logcount_predictions_loss: 0.2233 257/1509 [====>.........................] - ETA: 3:16 - loss: 356.6491 - logits_profile_predictions_loss: 353.0542 - logcount_predictions_loss: 0.2233 258/1509 [====>.........................] - ETA: 3:16 - loss: 356.6476 - logits_profile_predictions_loss: 353.0527 - logcount_predictions_loss: 0.2233 259/1509 [====>.........................] - ETA: 3:16 - loss: 356.6461 - logits_profile_predictions_loss: 353.0513 - logcount_predictions_loss: 0.2233 260/1509 [====>.........................] - ETA: 3:16 - loss: 356.6450 - 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[====>.........................] - ETA: 3:15 - loss: 352.6009 - logits_profile_predictions_loss: 349.4485 - logcount_predictions_loss: 0.1958 267/1509 [====>.........................] - ETA: 3:15 - loss: 352.5932 - logits_profile_predictions_loss: 349.4406 - logcount_predictions_loss: 0.1958 268/1509 [====>.........................] - ETA: 3:14 - loss: 352.5849 - logits_profile_predictions_loss: 349.4321 - logcount_predictions_loss: 0.1958 269/1509 [====>.........................] - ETA: 3:14 - loss: 352.5770 - logits_profile_predictions_loss: 349.4241 - logcount_predictions_loss: 0.1958 270/1509 [====>.........................] - ETA: 3:14 - loss: 352.5693 - logits_profile_predictions_loss: 349.4162 - logcount_predictions_loss: 0.1958 271/1509 [====>.........................] - ETA: 3:14 - loss: 352.5616 - logits_profile_predictions_loss: 349.4083 - logcount_predictions_loss: 0.1959 272/1509 [====>.........................] - ETA: 3:14 - loss: 352.5542 - 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[====>.........................] - ETA: 3:11 - loss: 352.4192 - logits_profile_predictions_loss: 349.2636 - logcount_predictions_loss: 0.1960 293/1509 [====>.........................] - ETA: 3:11 - loss: 352.4147 - logits_profile_predictions_loss: 349.2591 - logcount_predictions_loss: 0.1960 294/1509 [====>.........................] - ETA: 3:10 - loss: 352.4105 - logits_profile_predictions_loss: 349.2549 - logcount_predictions_loss: 0.1960 295/1509 [====>.........................] - ETA: 3:10 - loss: 352.4061 - logits_profile_predictions_loss: 349.2504 - logcount_predictions_loss: 0.1960 296/1509 [====>.........................] - ETA: 3:10 - loss: 352.4018 - logits_profile_predictions_loss: 349.2461 - logcount_predictions_loss: 0.1960 297/1509 [====>.........................] - ETA: 3:10 - loss: 352.3976 - logits_profile_predictions_loss: 349.2419 - logcount_predictions_loss: 0.1960 298/1509 [====>.........................] - ETA: 3:10 - loss: 352.3935 - 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[============================>.] - ETA: 4s - loss: 351.0926 - logits_profile_predictions_loss: 347.9243 - logcount_predictions_loss: 0.1968 1483/1509 [============================>.] - ETA: 4s - loss: 351.0920 - logits_profile_predictions_loss: 347.9237 - logcount_predictions_loss: 0.1968 1484/1509 [============================>.] - ETA: 3s - loss: 351.0914 - logits_profile_predictions_loss: 347.9231 - logcount_predictions_loss: 0.1968 1485/1509 [============================>.] - ETA: 3s - loss: 351.0907 - logits_profile_predictions_loss: 347.9225 - logcount_predictions_loss: 0.1968 1486/1509 [============================>.] - ETA: 3s - loss: 351.0901 - logits_profile_predictions_loss: 347.9219 - logcount_predictions_loss: 0.1968 1487/1509 [============================>.] - ETA: 3s - loss: 351.0895 - logits_profile_predictions_loss: 347.9213 - logcount_predictions_loss: 0.1968 1488/1509 [============================>.] - ETA: 3s - loss: 351.0889 - logits_profile_predictions_loss: 347.9206 - logcount_predictions_loss: 0.1968 1489/1509 [============================>.] - ETA: 3s - loss: 351.0883 - logits_profile_predictions_loss: 347.9200 - logcount_predictions_loss: 0.1968 1490/1509 [============================>.] - ETA: 2s - loss: 351.0877 - logits_profile_predictions_loss: 347.9194 - logcount_predictions_loss: 0.1968 1491/1509 [============================>.] - ETA: 2s - loss: 351.0871 - logits_profile_predictions_loss: 347.9188 - logcount_predictions_loss: 0.1968 1492/1509 [============================>.] - ETA: 2s - loss: 351.0865 - logits_profile_predictions_loss: 347.9182 - logcount_predictions_loss: 0.1968 1493/1509 [============================>.] - ETA: 2s - loss: 351.0859 - logits_profile_predictions_loss: 347.9176 - logcount_predictions_loss: 0.1968 1494/1509 [============================>.] - ETA: 2s - loss: 351.0853 - logits_profile_predictions_loss: 347.9171 - logcount_predictions_loss: 0.1968 1495/1509 [============================>.] - ETA: 2s - loss: 351.0847 - logits_profile_predictions_loss: 347.9165 - logcount_predictions_loss: 0.1968 1496/1509 [============================>.] - ETA: 2s - loss: 351.0841 - logits_profile_predictions_loss: 347.9159 - logcount_predictions_loss: 0.1968 1497/1509 [============================>.] - ETA: 1s - loss: 351.0835 - logits_profile_predictions_loss: 347.9153 - logcount_predictions_loss: 0.1968 1498/1509 [============================>.] - ETA: 1s - loss: 351.0829 - logits_profile_predictions_loss: 347.9147 - logcount_predictions_loss: 0.1968 1499/1509 [============================>.] - ETA: 1s - loss: 351.0823 - logits_profile_predictions_loss: 347.9142 - logcount_predictions_loss: 0.1968 1500/1509 [============================>.] - ETA: 1s - loss: 351.0818 - logits_profile_predictions_loss: 347.9136 - logcount_predictions_loss: 0.1968 1501/1509 [============================>.] - ETA: 1s - loss: 351.0812 - logits_profile_predictions_loss: 347.9130 - logcount_predictions_loss: 0.1968 1502/1509 [============================>.] - ETA: 1s - loss: 351.0806 - logits_profile_predictions_loss: 347.9125 - logcount_predictions_loss: 0.1968 1503/1509 [============================>.] - ETA: 0s - loss: 351.0801 - logits_profile_predictions_loss: 347.9119 - logcount_predictions_loss: 0.1968 1504/1509 [============================>.] - ETA: 0s - loss: 351.0796 - logits_profile_predictions_loss: 347.9114 - logcount_predictions_loss: 0.1968 1505/1509 [============================>.] - ETA: 0s - loss: 351.0790 - logits_profile_predictions_loss: 347.9109 - logcount_predictions_loss: 0.1968 1506/1509 [============================>.] - ETA: 0s - loss: 351.0785 - logits_profile_predictions_loss: 347.9103 - logcount_predictions_loss: 0.1968 1507/1509 [============================>.] - ETA: 0s - loss: 351.0779 - logits_profile_predictions_loss: 347.9098 - logcount_predictions_loss: 0.1968 1508/1509 [============================>.] - ETA: 0s - loss: 351.0774 - logits_profile_predictions_loss: 347.9093 - logcount_predictions_loss: 0.1968 1509/1509 [==============================] - ETA: 0s - loss: 351.0769 - logits_profile_predictions_loss: 347.9087 - logcount_predictions_loss: 0.1968 1509/1509 [==============================] - 249s 165ms/step - loss: 351.0763 - logits_profile_predictions_loss: 347.9082 - logcount_predictions_loss: 0.1968 - val_loss: 382.2913 - val_logits_profile_predictions_loss: 377.6861 - val_logcount_predictions_loss: 0.2860 Epoch 00011: val_loss did not improve from 380.85272 Epoch 12/50 1/1509 [..............................] - ETA: 5:55 - loss: 332.3551 - logits_profile_predictions_loss: 330.3265 - logcount_predictions_loss: 0.1260 2/1509 [..............................] - ETA: 4:05 - loss: 340.1394 - logits_profile_predictions_loss: 338.1741 - logcount_predictions_loss: 0.1221 3/1509 [..............................] - ETA: 4:00 - loss: 342.7619 - logits_profile_predictions_loss: 340.6465 - logcount_predictions_loss: 0.1314 4/1509 [..............................] - ETA: 3:58 - loss: 343.2612 - logits_profile_predictions_loss: 341.0656 - logcount_predictions_loss: 0.1364 5/1509 [..............................] - ETA: 3:57 - loss: 343.7080 - logits_profile_predictions_loss: 341.4721 - logcount_predictions_loss: 0.1389 6/1509 [..............................] - ETA: 3:57 - loss: 344.8334 - logits_profile_predictions_loss: 342.5712 - logcount_predictions_loss: 0.1405 7/1509 [..............................] - ETA: 3:56 - loss: 345.3983 - logits_profile_predictions_loss: 343.1199 - logcount_predictions_loss: 0.1415 8/1509 [..............................] - ETA: 3:56 - loss: 345.6124 - logits_profile_predictions_loss: 343.3150 - logcount_predictions_loss: 0.1427 9/1509 [..............................] - ETA: 3:56 - loss: 345.9628 - logits_profile_predictions_loss: 343.6446 - logcount_predictions_loss: 0.1440 10/1509 [..............................] - ETA: 3:56 - loss: 345.9551 - logits_profile_predictions_loss: 343.6193 - logcount_predictions_loss: 0.1451 11/1509 [..............................] - ETA: 3:55 - loss: 345.9663 - logits_profile_predictions_loss: 343.6144 - logcount_predictions_loss: 0.1461 12/1509 [..............................] - ETA: 3:55 - loss: 346.1825 - logits_profile_predictions_loss: 343.8112 - logcount_predictions_loss: 0.1473 13/1509 [..............................] - ETA: 3:55 - loss: 346.2846 - logits_profile_predictions_loss: 343.8970 - logcount_predictions_loss: 0.1483 14/1509 [..............................] - ETA: 3:55 - loss: 346.6246 - logits_profile_predictions_loss: 344.2192 - logcount_predictions_loss: 0.1494 15/1509 [..............................] - ETA: 3:55 - loss: 346.9008 - logits_profile_predictions_loss: 344.4818 - logcount_predictions_loss: 0.1503 16/1509 [..............................] - ETA: 3:54 - loss: 347.2011 - logits_profile_predictions_loss: 344.7709 - logcount_predictions_loss: 0.1509 17/1509 [..............................] - ETA: 3:54 - loss: 347.4152 - logits_profile_predictions_loss: 344.9745 - logcount_predictions_loss: 0.1516 18/1509 [..............................] - ETA: 3:54 - loss: 347.5872 - logits_profile_predictions_loss: 345.1361 - logcount_predictions_loss: 0.1522 19/1509 [..............................] - ETA: 3:54 - loss: 347.7230 - logits_profile_predictions_loss: 345.2627 - logcount_predictions_loss: 0.1528 20/1509 [..............................] - ETA: 3:54 - loss: 347.8600 - logits_profile_predictions_loss: 345.3897 - logcount_predictions_loss: 0.1534 21/1509 [..............................] - ETA: 3:54 - loss: 348.0058 - logits_profile_predictions_loss: 345.5237 - logcount_predictions_loss: 0.1542 22/1509 [..............................] - ETA: 3:53 - loss: 348.1471 - logits_profile_predictions_loss: 345.6551 - logcount_predictions_loss: 0.1548 23/1509 [..............................] - ETA: 3:53 - loss: 348.2777 - logits_profile_predictions_loss: 345.7757 - logcount_predictions_loss: 0.1554 24/1509 [..............................] - ETA: 3:53 - loss: 348.4305 - logits_profile_predictions_loss: 345.9192 - logcount_predictions_loss: 0.1560 25/1509 [..............................] - ETA: 3:53 - loss: 348.5997 - logits_profile_predictions_loss: 346.0792 - logcount_predictions_loss: 0.1566 26/1509 [..............................] - ETA: 3:53 - loss: 348.7533 - logits_profile_predictions_loss: 346.2221 - logcount_predictions_loss: 0.1572 27/1509 [..............................] - ETA: 3:53 - loss: 348.8752 - logits_profile_predictions_loss: 346.3345 - logcount_predictions_loss: 0.1578 28/1509 [..............................] - ETA: 3:52 - loss: 348.9563 - logits_profile_predictions_loss: 346.4077 - logcount_predictions_loss: 0.1583 29/1509 [..............................] - ETA: 3:52 - loss: 349.0412 - logits_profile_predictions_loss: 346.4856 - logcount_predictions_loss: 0.1587 30/1509 [..............................] - ETA: 3:52 - loss: 349.0846 - logits_profile_predictions_loss: 346.5227 - logcount_predictions_loss: 0.1591 31/1509 [..............................] - ETA: 3:52 - loss: 349.1507 - logits_profile_predictions_loss: 346.5834 - logcount_predictions_loss: 0.1595 32/1509 [..............................] - ETA: 3:52 - loss: 349.2359 - logits_profile_predictions_loss: 346.6631 - logcount_predictions_loss: 0.1598 33/1509 [..............................] - ETA: 3:52 - loss: 349.3510 - logits_profile_predictions_loss: 346.7728 - logcount_predictions_loss: 0.1601 34/1509 [..............................] - ETA: 3:51 - loss: 349.4399 - logits_profile_predictions_loss: 346.8569 - logcount_predictions_loss: 0.1604 35/1509 [..............................] - ETA: 3:51 - loss: 349.5151 - logits_profile_predictions_loss: 346.9271 - logcount_predictions_loss: 0.1607 36/1509 [..............................] - ETA: 3:51 - loss: 349.5796 - logits_profile_predictions_loss: 346.9874 - logcount_predictions_loss: 0.1610 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logits_profile_predictions_loss: 347.2406 - logcount_predictions_loss: 0.1624 44/1509 [..............................] - ETA: 3:50 - loss: 349.8986 - logits_profile_predictions_loss: 347.2811 - logcount_predictions_loss: 0.1626 45/1509 [..............................] - ETA: 3:50 - loss: 349.9548 - logits_profile_predictions_loss: 347.3351 - logcount_predictions_loss: 0.1627 46/1509 [..............................] - ETA: 3:50 - loss: 349.9891 - logits_profile_predictions_loss: 347.3669 - logcount_predictions_loss: 0.1629 47/1509 [..............................] - ETA: 3:49 - loss: 350.0251 - logits_profile_predictions_loss: 347.4004 - logcount_predictions_loss: 0.1630 48/1509 [..............................] - ETA: 3:49 - loss: 350.0797 - logits_profile_predictions_loss: 347.4525 - logcount_predictions_loss: 0.1632 49/1509 [..............................] - ETA: 3:49 - loss: 350.1242 - logits_profile_predictions_loss: 347.4943 - logcount_predictions_loss: 0.1634 50/1509 [..............................] - ETA: 3:49 - loss: 350.1725 - logits_profile_predictions_loss: 347.5404 - logcount_predictions_loss: 0.1635 51/1509 [>.............................] - ETA: 3:49 - loss: 350.2150 - logits_profile_predictions_loss: 347.5808 - logcount_predictions_loss: 0.1636 52/1509 [>.............................] - ETA: 3:49 - loss: 350.2495 - logits_profile_predictions_loss: 347.6136 - logcount_predictions_loss: 0.1637 53/1509 [>.............................] - ETA: 3:49 - loss: 350.2893 - logits_profile_predictions_loss: 347.6515 - logcount_predictions_loss: 0.1638 54/1509 [>.............................] - ETA: 3:48 - loss: 350.3228 - logits_profile_predictions_loss: 347.6833 - logcount_predictions_loss: 0.1639 55/1509 [>.............................] - ETA: 3:48 - loss: 350.3505 - logits_profile_predictions_loss: 347.7093 - logcount_predictions_loss: 0.1641 56/1509 [>.............................] - ETA: 3:48 - loss: 350.3745 - logits_profile_predictions_loss: 347.7316 - logcount_predictions_loss: 0.1642 57/1509 [>.............................] - ETA: 3:48 - loss: 350.3947 - logits_profile_predictions_loss: 347.7502 - logcount_predictions_loss: 0.1643 58/1509 [>.............................] - ETA: 3:48 - loss: 350.4208 - logits_profile_predictions_loss: 347.7745 - logcount_predictions_loss: 0.1644 59/1509 [>.............................] - ETA: 3:48 - loss: 350.4450 - logits_profile_predictions_loss: 347.7972 - logcount_predictions_loss: 0.1645 60/1509 [>.............................] - ETA: 3:47 - loss: 350.4603 - logits_profile_predictions_loss: 347.8105 - logcount_predictions_loss: 0.1646 61/1509 [>.............................] - ETA: 3:47 - loss: 350.4701 - logits_profile_predictions_loss: 347.8180 - logcount_predictions_loss: 0.1647 62/1509 [>.............................] - ETA: 3:47 - loss: 350.4767 - logits_profile_predictions_loss: 347.8225 - logcount_predictions_loss: 0.1649 63/1509 [>.............................] - ETA: 3:47 - 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[>.............................] - ETA: 3:44 - loss: 350.5343 - logits_profile_predictions_loss: 347.8379 - logcount_predictions_loss: 0.1675 84/1509 [>.............................] - ETA: 3:44 - loss: 350.5333 - logits_profile_predictions_loss: 347.8349 - logcount_predictions_loss: 0.1676 85/1509 [>.............................] - ETA: 3:44 - loss: 350.5322 - logits_profile_predictions_loss: 347.8318 - logcount_predictions_loss: 0.1677 86/1509 [>.............................] - ETA: 3:43 - loss: 350.5308 - logits_profile_predictions_loss: 347.8282 - logcount_predictions_loss: 0.1679 87/1509 [>.............................] - ETA: 3:43 - loss: 350.5263 - logits_profile_predictions_loss: 347.8216 - logcount_predictions_loss: 0.1680 88/1509 [>.............................] - ETA: 3:43 - loss: 350.5248 - logits_profile_predictions_loss: 347.8182 - logcount_predictions_loss: 0.1681 89/1509 [>.............................] - ETA: 3:43 - loss: 350.5241 - logits_profile_predictions_loss: 347.8155 - logcount_predictions_loss: 0.1682 90/1509 [>.............................] - ETA: 3:43 - loss: 350.5265 - logits_profile_predictions_loss: 347.8159 - logcount_predictions_loss: 0.1684 91/1509 [>.............................] - ETA: 3:43 - loss: 350.5244 - logits_profile_predictions_loss: 347.8118 - logcount_predictions_loss: 0.1685 92/1509 [>.............................] - ETA: 3:43 - loss: 350.5176 - logits_profile_predictions_loss: 347.8030 - logcount_predictions_loss: 0.1686 93/1509 [>.............................] - ETA: 3:42 - loss: 350.5081 - logits_profile_predictions_loss: 347.7915 - logcount_predictions_loss: 0.1687 94/1509 [>.............................] - ETA: 3:42 - loss: 350.5022 - logits_profile_predictions_loss: 347.7836 - logcount_predictions_loss: 0.1689 95/1509 [>.............................] - ETA: 3:42 - loss: 350.4935 - logits_profile_predictions_loss: 347.7732 - logcount_predictions_loss: 0.1690 96/1509 [>.............................] - ETA: 3:42 - 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[============================>.] - ETA: 0s - loss: 348.9628 - logits_profile_predictions_loss: 346.0565 - logcount_predictions_loss: 0.1805 1509/1509 [==============================] - ETA: 0s - loss: 348.9621 - logits_profile_predictions_loss: 346.0557 - logcount_predictions_loss: 0.1805 1509/1509 [==============================] - 249s 165ms/step - loss: 348.9613 - logits_profile_predictions_loss: 346.0550 - logcount_predictions_loss: 0.1805 - val_loss: 383.2333 - val_logits_profile_predictions_loss: 378.5501 - val_logcount_predictions_loss: 0.2909 Epoch 00012: val_loss did not improve from 380.85272 Epoch 13/50 1/1509 [..............................] - ETA: 5:46 - loss: 354.4950 - logits_profile_predictions_loss: 352.2640 - logcount_predictions_loss: 0.1386 2/1509 [..............................] - ETA: 3:56 - loss: 348.2981 - logits_profile_predictions_loss: 346.1056 - logcount_predictions_loss: 0.1362 3/1509 [..............................] - ETA: 3:56 - loss: 349.2108 - logits_profile_predictions_loss: 346.9305 - logcount_predictions_loss: 0.1416 4/1509 [..............................] - ETA: 3:55 - loss: 347.4123 - logits_profile_predictions_loss: 345.0936 - logcount_predictions_loss: 0.1440 5/1509 [..............................] - ETA: 3:55 - loss: 347.3819 - logits_profile_predictions_loss: 345.0168 - logcount_predictions_loss: 0.1469 6/1509 [..............................] - ETA: 3:55 - loss: 347.4560 - logits_profile_predictions_loss: 345.0380 - logcount_predictions_loss: 0.1502 7/1509 [..............................] - ETA: 3:55 - loss: 347.3958 - logits_profile_predictions_loss: 344.9394 - logcount_predictions_loss: 0.1526 8/1509 [..............................] - ETA: 3:55 - loss: 347.3076 - logits_profile_predictions_loss: 344.8303 - logcount_predictions_loss: 0.1539 9/1509 [..............................] - ETA: 3:55 - loss: 346.9076 - logits_profile_predictions_loss: 344.4070 - logcount_predictions_loss: 0.1553 10/1509 [..............................] - ETA: 3:54 - loss: 346.5335 - logits_profile_predictions_loss: 344.0097 - logcount_predictions_loss: 0.1568 11/1509 [..............................] - ETA: 3:54 - loss: 346.4700 - logits_profile_predictions_loss: 343.9254 - logcount_predictions_loss: 0.1580 12/1509 [..............................] - ETA: 3:54 - loss: 346.3737 - logits_profile_predictions_loss: 343.8181 - logcount_predictions_loss: 0.1587 13/1509 [..............................] - ETA: 3:54 - loss: 346.1995 - logits_profile_predictions_loss: 343.6373 - logcount_predictions_loss: 0.1591 14/1509 [..............................] - ETA: 3:54 - loss: 345.9719 - logits_profile_predictions_loss: 343.4041 - logcount_predictions_loss: 0.1595 15/1509 [..............................] - ETA: 3:54 - loss: 345.6665 - logits_profile_predictions_loss: 343.0902 - logcount_predictions_loss: 0.1600 16/1509 [..............................] - ETA: 3:54 - loss: 345.4512 - logits_profile_predictions_loss: 342.8661 - logcount_predictions_loss: 0.1606 17/1509 [..............................] - ETA: 3:54 - loss: 345.2805 - logits_profile_predictions_loss: 342.6857 - logcount_predictions_loss: 0.1612 18/1509 [..............................] - ETA: 3:54 - loss: 345.0895 - logits_profile_predictions_loss: 342.4846 - logcount_predictions_loss: 0.1618 19/1509 [..............................] - ETA: 3:53 - loss: 344.9582 - logits_profile_predictions_loss: 342.3480 - logcount_predictions_loss: 0.1621 20/1509 [..............................] - ETA: 3:53 - loss: 344.9086 - logits_profile_predictions_loss: 342.2950 - logcount_predictions_loss: 0.1623 21/1509 [..............................] - ETA: 3:53 - loss: 344.8290 - logits_profile_predictions_loss: 342.2129 - logcount_predictions_loss: 0.1625 22/1509 [..............................] - ETA: 3:53 - loss: 344.7669 - logits_profile_predictions_loss: 342.1472 - logcount_predictions_loss: 0.1627 23/1509 [..............................] - ETA: 3:53 - loss: 344.6760 - logits_profile_predictions_loss: 342.0514 - logcount_predictions_loss: 0.1630 24/1509 [..............................] - ETA: 3:53 - loss: 344.5997 - logits_profile_predictions_loss: 341.9709 - logcount_predictions_loss: 0.1633 25/1509 [..............................] - ETA: 3:53 - loss: 344.5791 - logits_profile_predictions_loss: 341.9465 - logcount_predictions_loss: 0.1635 26/1509 [..............................] - ETA: 3:52 - loss: 344.5790 - logits_profile_predictions_loss: 341.9435 - logcount_predictions_loss: 0.1637 27/1509 [..............................] - ETA: 3:52 - loss: 344.5852 - logits_profile_predictions_loss: 341.9456 - logcount_predictions_loss: 0.1640 28/1509 [..............................] - ETA: 3:52 - loss: 344.6159 - logits_profile_predictions_loss: 341.9718 - logcount_predictions_loss: 0.1642 29/1509 [..............................] - ETA: 3:52 - loss: 344.7295 - logits_profile_predictions_loss: 342.0818 - logcount_predictions_loss: 0.1645 30/1509 [..............................] - ETA: 3:52 - loss: 344.8621 - logits_profile_predictions_loss: 342.2109 - logcount_predictions_loss: 0.1647 31/1509 [..............................] - ETA: 3:52 - loss: 344.9925 - logits_profile_predictions_loss: 342.3373 - logcount_predictions_loss: 0.1649 32/1509 [..............................] - ETA: 3:52 - loss: 345.1063 - logits_profile_predictions_loss: 342.4483 - logcount_predictions_loss: 0.1651 33/1509 [..............................] - ETA: 3:51 - loss: 345.2460 - logits_profile_predictions_loss: 342.5853 - logcount_predictions_loss: 0.1653 34/1509 [..............................] - ETA: 3:51 - loss: 345.3668 - logits_profile_predictions_loss: 342.7040 - logcount_predictions_loss: 0.1654 35/1509 [..............................] - ETA: 3:51 - loss: 345.4790 - logits_profile_predictions_loss: 342.8147 - logcount_predictions_loss: 0.1655 36/1509 [..............................] - ETA: 3:51 - loss: 345.5956 - logits_profile_predictions_loss: 342.9303 - logcount_predictions_loss: 0.1655 37/1509 [..............................] - ETA: 3:51 - loss: 345.7239 - logits_profile_predictions_loss: 343.0576 - logcount_predictions_loss: 0.1656 38/1509 [..............................] - ETA: 3:51 - loss: 345.8426 - logits_profile_predictions_loss: 343.1753 - logcount_predictions_loss: 0.1657 39/1509 [..............................] - ETA: 3:50 - loss: 345.9376 - logits_profile_predictions_loss: 343.2684 - logcount_predictions_loss: 0.1658 40/1509 [..............................] - ETA: 3:50 - loss: 345.9985 - logits_profile_predictions_loss: 343.3270 - logcount_predictions_loss: 0.1659 41/1509 [..............................] - ETA: 3:50 - loss: 346.0595 - logits_profile_predictions_loss: 343.3846 - logcount_predictions_loss: 0.1661 42/1509 [..............................] - ETA: 3:50 - loss: 346.1080 - logits_profile_predictions_loss: 343.4298 - logcount_predictions_loss: 0.1663 43/1509 [..............................] - ETA: 3:50 - loss: 346.1549 - logits_profile_predictions_loss: 343.4735 - logcount_predictions_loss: 0.1665 44/1509 [..............................] - ETA: 3:50 - loss: 346.1978 - logits_profile_predictions_loss: 343.5132 - logcount_predictions_loss: 0.1667 45/1509 [..............................] - ETA: 3:50 - loss: 346.2281 - logits_profile_predictions_loss: 343.5404 - logcount_predictions_loss: 0.1669 46/1509 [..............................] - ETA: 3:49 - loss: 346.2606 - logits_profile_predictions_loss: 343.5699 - logcount_predictions_loss: 0.1671 47/1509 [..............................] - ETA: 3:49 - loss: 346.2944 - logits_profile_predictions_loss: 343.6006 - logcount_predictions_loss: 0.1673 48/1509 [..............................] - ETA: 3:49 - loss: 346.3275 - logits_profile_predictions_loss: 343.6305 - logcount_predictions_loss: 0.1675 49/1509 [..............................] - ETA: 3:49 - loss: 346.3654 - logits_profile_predictions_loss: 343.6657 - logcount_predictions_loss: 0.1677 50/1509 [..............................] - ETA: 3:49 - loss: 346.4003 - logits_profile_predictions_loss: 343.6978 - logcount_predictions_loss: 0.1679 51/1509 [>.............................] - ETA: 3:49 - loss: 346.4411 - logits_profile_predictions_loss: 343.7359 - logcount_predictions_loss: 0.1680 52/1509 [>.............................] - ETA: 3:48 - loss: 346.4648 - logits_profile_predictions_loss: 343.7571 - logcount_predictions_loss: 0.1682 53/1509 [>.............................] - ETA: 3:48 - loss: 346.4903 - logits_profile_predictions_loss: 343.7806 - logcount_predictions_loss: 0.1683 54/1509 [>.............................] - ETA: 3:48 - loss: 346.5049 - logits_profile_predictions_loss: 343.7932 - logcount_predictions_loss: 0.1684 55/1509 [>.............................] - ETA: 3:48 - loss: 346.5291 - logits_profile_predictions_loss: 343.8159 - logcount_predictions_loss: 0.1685 56/1509 [>.............................] - ETA: 3:48 - loss: 346.5449 - logits_profile_predictions_loss: 343.8303 - logcount_predictions_loss: 0.1686 57/1509 [>.............................] - ETA: 3:48 - loss: 346.5565 - logits_profile_predictions_loss: 343.8404 - logcount_predictions_loss: 0.1687 58/1509 [>.............................] - ETA: 3:48 - loss: 346.5658 - logits_profile_predictions_loss: 343.8486 - logcount_predictions_loss: 0.1688 59/1509 [>.............................] - ETA: 3:47 - loss: 346.5664 - logits_profile_predictions_loss: 343.8480 - logcount_predictions_loss: 0.1688 60/1509 [>.............................] - ETA: 3:47 - loss: 346.5593 - logits_profile_predictions_loss: 343.8396 - logcount_predictions_loss: 0.1689 61/1509 [>.............................] - ETA: 3:47 - loss: 346.5609 - logits_profile_predictions_loss: 343.8400 - logcount_predictions_loss: 0.1690 62/1509 [>.............................] - ETA: 3:47 - loss: 346.5546 - logits_profile_predictions_loss: 343.8326 - logcount_predictions_loss: 0.1691 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logits_profile_predictions_loss: 343.7473 - logcount_predictions_loss: 0.1698 70/1509 [>.............................] - ETA: 3:46 - loss: 346.4781 - logits_profile_predictions_loss: 343.7426 - logcount_predictions_loss: 0.1699 71/1509 [>.............................] - ETA: 3:46 - loss: 346.4722 - logits_profile_predictions_loss: 343.7351 - logcount_predictions_loss: 0.1700 72/1509 [>.............................] - ETA: 3:45 - loss: 346.4653 - logits_profile_predictions_loss: 343.7268 - logcount_predictions_loss: 0.1701 73/1509 [>.............................] - ETA: 3:45 - loss: 346.4585 - logits_profile_predictions_loss: 343.7187 - logcount_predictions_loss: 0.1702 74/1509 [>.............................] - ETA: 3:45 - loss: 346.4507 - logits_profile_predictions_loss: 343.7097 - logcount_predictions_loss: 0.1702 75/1509 [>.............................] - ETA: 3:45 - loss: 346.4482 - logits_profile_predictions_loss: 343.7061 - logcount_predictions_loss: 0.1703 76/1509 [>.............................] - ETA: 3:45 - loss: 346.4493 - logits_profile_predictions_loss: 343.7060 - logcount_predictions_loss: 0.1704 77/1509 [>.............................] - ETA: 3:45 - loss: 346.4527 - logits_profile_predictions_loss: 343.7083 - logcount_predictions_loss: 0.1705 78/1509 [>.............................] - ETA: 3:45 - loss: 346.4523 - logits_profile_predictions_loss: 343.7068 - logcount_predictions_loss: 0.1705 79/1509 [>.............................] - ETA: 3:44 - loss: 346.4544 - logits_profile_predictions_loss: 343.7079 - logcount_predictions_loss: 0.1706 80/1509 [>.............................] - ETA: 3:44 - loss: 346.4577 - logits_profile_predictions_loss: 343.7103 - logcount_predictions_loss: 0.1706 81/1509 [>.............................] - ETA: 3:44 - loss: 346.4639 - logits_profile_predictions_loss: 343.7156 - logcount_predictions_loss: 0.1707 82/1509 [>.............................] - ETA: 3:44 - loss: 346.4733 - logits_profile_predictions_loss: 343.7241 - logcount_predictions_loss: 0.1708 83/1509 [>.............................] - ETA: 3:44 - loss: 346.4830 - logits_profile_predictions_loss: 343.7330 - logcount_predictions_loss: 0.1708 84/1509 [>.............................] - ETA: 3:44 - loss: 346.4929 - logits_profile_predictions_loss: 343.7421 - logcount_predictions_loss: 0.1709 85/1509 [>.............................] - ETA: 3:43 - loss: 346.5006 - logits_profile_predictions_loss: 343.7489 - logcount_predictions_loss: 0.1709 86/1509 [>.............................] - ETA: 3:43 - loss: 346.5088 - logits_profile_predictions_loss: 343.7563 - logcount_predictions_loss: 0.1710 87/1509 [>.............................] - ETA: 3:43 - loss: 346.5182 - logits_profile_predictions_loss: 343.7650 - logcount_predictions_loss: 0.1710 88/1509 [>.............................] - ETA: 3:43 - loss: 346.5285 - logits_profile_predictions_loss: 343.7744 - logcount_predictions_loss: 0.1711 89/1509 [>.............................] - ETA: 3:43 - 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logits_profile_predictions_loss: 343.9108 - logcount_predictions_loss: 0.1717 103/1509 [=>............................] - ETA: 3:41 - loss: 346.6841 - logits_profile_predictions_loss: 343.9193 - logcount_predictions_loss: 0.1717 104/1509 [=>............................] - ETA: 3:41 - loss: 346.6914 - logits_profile_predictions_loss: 343.9260 - logcount_predictions_loss: 0.1718 105/1509 [=>............................] - ETA: 3:40 - loss: 346.6985 - logits_profile_predictions_loss: 343.9324 - logcount_predictions_loss: 0.1718 106/1509 [=>............................] - ETA: 3:40 - loss: 346.7072 - logits_profile_predictions_loss: 343.9405 - logcount_predictions_loss: 0.1718 107/1509 [=>............................] - ETA: 3:40 - loss: 346.7158 - logits_profile_predictions_loss: 343.9484 - logcount_predictions_loss: 0.1719 108/1509 [=>............................] - ETA: 3:40 - loss: 346.7217 - logits_profile_predictions_loss: 343.9538 - logcount_predictions_loss: 0.1719 109/1509 [=>............................] - ETA: 3:40 - loss: 346.7265 - logits_profile_predictions_loss: 343.9581 - logcount_predictions_loss: 0.1719 110/1509 [=>............................] - ETA: 3:40 - loss: 346.7307 - logits_profile_predictions_loss: 343.9620 - logcount_predictions_loss: 0.1720 111/1509 [=>............................] - ETA: 3:39 - loss: 346.7354 - logits_profile_predictions_loss: 343.9665 - logcount_predictions_loss: 0.1720 112/1509 [=>............................] - ETA: 3:39 - loss: 346.7404 - logits_profile_predictions_loss: 343.9712 - logcount_predictions_loss: 0.1720 113/1509 [=>............................] - ETA: 3:39 - loss: 346.7469 - logits_profile_predictions_loss: 343.9774 - logcount_predictions_loss: 0.1720 114/1509 [=>............................] - ETA: 3:39 - loss: 346.7570 - logits_profile_predictions_loss: 343.9873 - logcount_predictions_loss: 0.1720 115/1509 [=>............................] - ETA: 3:39 - loss: 346.7654 - logits_profile_predictions_loss: 343.9954 - logcount_predictions_loss: 0.1721 116/1509 [=>............................] - ETA: 3:39 - loss: 346.7744 - logits_profile_predictions_loss: 344.0042 - logcount_predictions_loss: 0.1721 117/1509 [=>............................] - ETA: 3:39 - loss: 346.7843 - logits_profile_predictions_loss: 344.0139 - logcount_predictions_loss: 0.1721 118/1509 [=>............................] - ETA: 3:38 - loss: 346.7910 - logits_profile_predictions_loss: 344.0205 - logcount_predictions_loss: 0.1721 119/1509 [=>............................] - ETA: 3:38 - loss: 346.7999 - logits_profile_predictions_loss: 344.0292 - logcount_predictions_loss: 0.1721 120/1509 [=>............................] - ETA: 3:38 - loss: 346.8062 - logits_profile_predictions_loss: 344.0354 - logcount_predictions_loss: 0.1721 121/1509 [=>............................] - ETA: 3:38 - loss: 346.8135 - logits_profile_predictions_loss: 344.0425 - logcount_predictions_loss: 0.1721 122/1509 [=>............................] - ETA: 3:38 - loss: 346.8191 - logits_profile_predictions_loss: 344.0480 - logcount_predictions_loss: 0.1721 123/1509 [=>............................] - ETA: 3:38 - loss: 346.8233 - logits_profile_predictions_loss: 344.0520 - logcount_predictions_loss: 0.1721 124/1509 [=>............................] - ETA: 3:37 - loss: 346.8275 - logits_profile_predictions_loss: 344.0560 - logcount_predictions_loss: 0.1721 125/1509 [=>............................] - ETA: 3:37 - loss: 346.8314 - logits_profile_predictions_loss: 344.0597 - logcount_predictions_loss: 0.1722 126/1509 [=>............................] - ETA: 3:37 - loss: 346.8339 - logits_profile_predictions_loss: 344.0620 - logcount_predictions_loss: 0.1722 127/1509 [=>............................] - ETA: 3:37 - loss: 346.8379 - logits_profile_predictions_loss: 344.0657 - logcount_predictions_loss: 0.1722 128/1509 [=>............................] - ETA: 3:37 - loss: 346.8400 - logits_profile_predictions_loss: 344.0677 - logcount_predictions_loss: 0.1722 129/1509 [=>............................] - ETA: 3:37 - loss: 346.8427 - logits_profile_predictions_loss: 344.0702 - logcount_predictions_loss: 0.1722 130/1509 [=>............................] - ETA: 3:37 - loss: 346.8450 - logits_profile_predictions_loss: 344.0725 - logcount_predictions_loss: 0.1722 131/1509 [=>............................] - ETA: 3:36 - loss: 346.8462 - logits_profile_predictions_loss: 344.0736 - logcount_predictions_loss: 0.1722 132/1509 [=>............................] - ETA: 3:36 - loss: 346.8477 - logits_profile_predictions_loss: 344.0750 - logcount_predictions_loss: 0.1722 133/1509 [=>............................] - ETA: 3:36 - loss: 346.8505 - logits_profile_predictions_loss: 344.0777 - logcount_predictions_loss: 0.1722 134/1509 [=>............................] - ETA: 3:36 - loss: 346.8536 - logits_profile_predictions_loss: 344.0806 - logcount_predictions_loss: 0.1722 135/1509 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logits_profile_predictions_loss: 343.2935 - logcount_predictions_loss: 0.1710 1508/1509 [============================>.] - ETA: 0s - loss: 346.0461 - logits_profile_predictions_loss: 343.2934 - logcount_predictions_loss: 0.1710 1509/1509 [==============================] - ETA: 0s - loss: 346.0460 - logits_profile_predictions_loss: 343.2933 - logcount_predictions_loss: 0.1710 1509/1509 [==============================] - 249s 165ms/step - loss: 346.0459 - logits_profile_predictions_loss: 343.2932 - logcount_predictions_loss: 0.1710 - val_loss: 384.2216 - val_logits_profile_predictions_loss: 379.5522 - val_logcount_predictions_loss: 0.2900 Epoch 00013: val_loss did not improve from 380.85272 Epoch 14/50 1/1509 [..............................] - ETA: 5:53 - loss: 363.8368 - logits_profile_predictions_loss: 360.9202 - logcount_predictions_loss: 0.1812 2/1509 [..............................] - ETA: 3:55 - loss: 358.9669 - logits_profile_predictions_loss: 355.9568 - logcount_predictions_loss: 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logits_profile_predictions_loss: 342.2118 - logcount_predictions_loss: 0.1599 161/1509 [==>...........................] - ETA: 3:32 - loss: 344.7792 - logits_profile_predictions_loss: 342.2055 - logcount_predictions_loss: 0.1599 162/1509 [==>...........................] - ETA: 3:31 - loss: 344.7708 - logits_profile_predictions_loss: 342.1971 - logcount_predictions_loss: 0.1599 163/1509 [==>...........................] - ETA: 3:31 - loss: 344.7615 - logits_profile_predictions_loss: 342.1879 - logcount_predictions_loss: 0.1598 164/1509 [==>...........................] - ETA: 3:31 - loss: 344.7525 - logits_profile_predictions_loss: 342.1790 - logcount_predictions_loss: 0.1598 165/1509 [==>...........................] - ETA: 3:31 - loss: 344.7441 - logits_profile_predictions_loss: 342.1707 - logcount_predictions_loss: 0.1598 166/1509 [==>...........................] - ETA: 3:31 - loss: 344.7359 - logits_profile_predictions_loss: 342.1626 - logcount_predictions_loss: 0.1598 167/1509 [==>...........................] - ETA: 3:31 - loss: 344.7275 - logits_profile_predictions_loss: 342.1543 - logcount_predictions_loss: 0.1598 168/1509 [==>...........................] - ETA: 3:30 - loss: 344.7200 - logits_profile_predictions_loss: 342.1468 - logcount_predictions_loss: 0.1598 169/1509 [==>...........................] - ETA: 3:30 - loss: 344.7113 - logits_profile_predictions_loss: 342.1381 - logcount_predictions_loss: 0.1598 170/1509 [==>...........................] - ETA: 3:30 - loss: 344.7025 - logits_profile_predictions_loss: 342.1295 - logcount_predictions_loss: 0.1598 171/1509 [==>...........................] - ETA: 3:30 - loss: 344.6946 - logits_profile_predictions_loss: 342.1215 - logcount_predictions_loss: 0.1598 172/1509 [==>...........................] - ETA: 3:30 - loss: 344.6863 - logits_profile_predictions_loss: 342.1132 - logcount_predictions_loss: 0.1598 173/1509 [==>...........................] - ETA: 3:30 - loss: 344.6787 - logits_profile_predictions_loss: 342.1057 - logcount_predictions_loss: 0.1598 174/1509 [==>...........................] - ETA: 3:30 - loss: 344.6715 - logits_profile_predictions_loss: 342.0984 - logcount_predictions_loss: 0.1598 175/1509 [==>...........................] - ETA: 3:29 - loss: 344.6650 - logits_profile_predictions_loss: 342.0919 - logcount_predictions_loss: 0.1598 176/1509 [==>...........................] - ETA: 3:29 - loss: 344.6584 - logits_profile_predictions_loss: 342.0853 - logcount_predictions_loss: 0.1598 177/1509 [==>...........................] - ETA: 3:29 - loss: 344.6518 - logits_profile_predictions_loss: 342.0787 - logcount_predictions_loss: 0.1598 178/1509 [==>...........................] - ETA: 3:29 - loss: 344.6450 - logits_profile_predictions_loss: 342.0719 - logcount_predictions_loss: 0.1598 179/1509 [==>...........................] - ETA: 3:29 - loss: 344.6385 - logits_profile_predictions_loss: 342.0654 - logcount_predictions_loss: 0.1598 180/1509 [==>...........................] - ETA: 3:29 - loss: 344.6318 - logits_profile_predictions_loss: 342.0587 - logcount_predictions_loss: 0.1598 181/1509 [==>...........................] - ETA: 3:28 - loss: 344.6255 - logits_profile_predictions_loss: 342.0525 - logcount_predictions_loss: 0.1598 182/1509 [==>...........................] - ETA: 3:28 - loss: 344.6185 - logits_profile_predictions_loss: 342.0455 - logcount_predictions_loss: 0.1598 183/1509 [==>...........................] - ETA: 3:28 - loss: 344.6117 - logits_profile_predictions_loss: 342.0388 - logcount_predictions_loss: 0.1598 184/1509 [==>...........................] - ETA: 3:28 - loss: 344.6059 - logits_profile_predictions_loss: 342.0330 - logcount_predictions_loss: 0.1598 185/1509 [==>...........................] - ETA: 3:28 - loss: 344.6012 - logits_profile_predictions_loss: 342.0283 - logcount_predictions_loss: 0.1598 186/1509 [==>...........................] - ETA: 3:28 - loss: 344.5962 - logits_profile_predictions_loss: 342.0234 - logcount_predictions_loss: 0.1598 187/1509 [==>...........................] - ETA: 3:27 - loss: 344.5917 - logits_profile_predictions_loss: 342.0190 - logcount_predictions_loss: 0.1598 188/1509 [==>...........................] - ETA: 3:27 - loss: 344.5873 - logits_profile_predictions_loss: 342.0147 - logcount_predictions_loss: 0.1598 189/1509 [==>...........................] - ETA: 3:27 - loss: 344.5829 - logits_profile_predictions_loss: 342.0104 - logcount_predictions_loss: 0.1598 190/1509 [==>...........................] - ETA: 3:27 - loss: 344.5782 - logits_profile_predictions_loss: 342.0059 - logcount_predictions_loss: 0.1598 191/1509 [==>...........................] - ETA: 3:27 - loss: 344.5736 - logits_profile_predictions_loss: 342.0014 - logcount_predictions_loss: 0.1598 192/1509 [==>...........................] - ETA: 3:27 - loss: 344.5690 - logits_profile_predictions_loss: 341.9969 - logcount_predictions_loss: 0.1598 193/1509 [==>...........................] - ETA: 3:27 - loss: 344.5637 - logits_profile_predictions_loss: 341.9918 - logcount_predictions_loss: 0.1597 194/1509 [==>...........................] - ETA: 3:26 - loss: 344.5588 - logits_profile_predictions_loss: 341.9870 - logcount_predictions_loss: 0.1597 195/1509 [==>...........................] - ETA: 3:26 - loss: 344.5538 - logits_profile_predictions_loss: 341.9823 - logcount_predictions_loss: 0.1597 196/1509 [==>...........................] - ETA: 3:26 - loss: 344.5496 - logits_profile_predictions_loss: 341.9783 - logcount_predictions_loss: 0.1597 197/1509 [==>...........................] - ETA: 3:26 - loss: 344.5466 - logits_profile_predictions_loss: 341.9754 - logcount_predictions_loss: 0.1597 198/1509 [==>...........................] - ETA: 3:26 - loss: 344.5437 - logits_profile_predictions_loss: 341.9728 - logcount_predictions_loss: 0.1597 199/1509 [==>...........................] - ETA: 3:26 - loss: 344.5419 - logits_profile_predictions_loss: 341.9712 - logcount_predictions_loss: 0.1597 200/1509 [==>...........................] - ETA: 3:25 - loss: 344.5398 - logits_profile_predictions_loss: 341.9693 - logcount_predictions_loss: 0.1597 201/1509 [==>...........................] - ETA: 3:25 - loss: 344.5378 - logits_profile_predictions_loss: 341.9675 - logcount_predictions_loss: 0.1596 202/1509 [===>..........................] - ETA: 3:25 - loss: 344.5358 - logits_profile_predictions_loss: 341.9657 - logcount_predictions_loss: 0.1596 203/1509 [===>..........................] - ETA: 3:25 - loss: 344.5334 - logits_profile_predictions_loss: 341.9635 - logcount_predictions_loss: 0.1596 204/1509 [===>..........................] - ETA: 3:25 - loss: 344.5312 - logits_profile_predictions_loss: 341.9616 - logcount_predictions_loss: 0.1596 205/1509 [===>..........................] - ETA: 3:25 - loss: 344.5294 - logits_profile_predictions_loss: 341.9600 - logcount_predictions_loss: 0.1596 206/1509 [===>..........................] - ETA: 3:25 - loss: 344.5272 - logits_profile_predictions_loss: 341.9580 - logcount_predictions_loss: 0.1596 207/1509 [===>..........................] - ETA: 3:24 - loss: 344.5263 - logits_profile_predictions_loss: 341.9574 - logcount_predictions_loss: 0.1596 208/1509 [===>..........................] - ETA: 3:24 - loss: 344.5253 - logits_profile_predictions_loss: 341.9565 - logcount_predictions_loss: 0.1595 209/1509 [===>..........................] - ETA: 3:24 - loss: 344.5247 - logits_profile_predictions_loss: 341.9562 - logcount_predictions_loss: 0.1595 210/1509 [===>..........................] - ETA: 3:24 - loss: 344.5245 - logits_profile_predictions_loss: 341.9562 - logcount_predictions_loss: 0.1595 211/1509 [===>..........................] - ETA: 3:24 - loss: 344.5242 - logits_profile_predictions_loss: 341.9561 - logcount_predictions_loss: 0.1595 212/1509 [===>..........................] - ETA: 3:24 - loss: 344.5230 - logits_profile_predictions_loss: 341.9552 - logcount_predictions_loss: 0.1595 213/1509 [===>..........................] - ETA: 3:23 - loss: 344.5216 - logits_profile_predictions_loss: 341.9539 - logcount_predictions_loss: 0.1595 214/1509 [===>..........................] - ETA: 3:23 - loss: 344.5194 - logits_profile_predictions_loss: 341.9520 - logcount_predictions_loss: 0.1595 215/1509 [===>..........................] - ETA: 3:23 - loss: 344.5170 - logits_profile_predictions_loss: 341.9499 - logcount_predictions_loss: 0.1595 216/1509 [===>..........................] - ETA: 3:23 - loss: 344.5144 - logits_profile_predictions_loss: 341.9474 - logcount_predictions_loss: 0.1594 217/1509 [===>..........................] - ETA: 3:23 - loss: 344.5122 - logits_profile_predictions_loss: 341.9455 - logcount_predictions_loss: 0.1594 218/1509 [===>..........................] - ETA: 3:23 - loss: 344.5098 - logits_profile_predictions_loss: 341.9433 - logcount_predictions_loss: 0.1594 219/1509 [===>..........................] - ETA: 3:23 - loss: 344.5079 - logits_profile_predictions_loss: 341.9415 - logcount_predictions_loss: 0.1594 220/1509 [===>..........................] - ETA: 3:22 - loss: 344.5059 - logits_profile_predictions_loss: 341.9397 - logcount_predictions_loss: 0.1594 221/1509 [===>..........................] - ETA: 3:22 - loss: 344.5036 - logits_profile_predictions_loss: 341.9376 - logcount_predictions_loss: 0.1594 222/1509 [===>..........................] - ETA: 3:22 - loss: 344.5017 - logits_profile_predictions_loss: 341.9359 - logcount_predictions_loss: 0.1594 223/1509 [===>..........................] - ETA: 3:22 - loss: 344.4994 - logits_profile_predictions_loss: 341.9338 - logcount_predictions_loss: 0.1594 224/1509 [===>..........................] - ETA: 3:22 - loss: 344.4974 - logits_profile_predictions_loss: 341.9319 - logcount_predictions_loss: 0.1593 225/1509 [===>..........................] - ETA: 3:22 - loss: 344.4943 - logits_profile_predictions_loss: 341.9290 - logcount_predictions_loss: 0.1593 226/1509 [===>..........................] - ETA: 3:21 - loss: 344.4912 - logits_profile_predictions_loss: 341.9261 - logcount_predictions_loss: 0.1593 227/1509 [===>..........................] - ETA: 3:21 - loss: 344.4876 - logits_profile_predictions_loss: 341.9227 - logcount_predictions_loss: 0.1593 228/1509 [===>..........................] - ETA: 3:21 - loss: 344.4842 - logits_profile_predictions_loss: 341.9196 - logcount_predictions_loss: 0.1593 229/1509 [===>..........................] - ETA: 3:21 - loss: 344.4811 - logits_profile_predictions_loss: 341.9167 - logcount_predictions_loss: 0.1593 230/1509 [===>..........................] - ETA: 3:21 - loss: 344.4780 - logits_profile_predictions_loss: 341.9137 - logcount_predictions_loss: 0.1593 231/1509 [===>..........................] - ETA: 3:21 - loss: 344.4745 - logits_profile_predictions_loss: 341.9105 - logcount_predictions_loss: 0.1593 232/1509 [===>..........................] - ETA: 3:20 - loss: 344.4711 - logits_profile_predictions_loss: 341.9073 - logcount_predictions_loss: 0.1592 233/1509 [===>..........................] - ETA: 3:20 - loss: 344.4681 - logits_profile_predictions_loss: 341.9045 - logcount_predictions_loss: 0.1592 234/1509 [===>..........................] - ETA: 3:20 - loss: 344.4652 - logits_profile_predictions_loss: 341.9018 - logcount_predictions_loss: 0.1592 235/1509 [===>..........................] - ETA: 3:20 - loss: 344.4623 - logits_profile_predictions_loss: 341.8992 - logcount_predictions_loss: 0.1592 236/1509 [===>..........................] - ETA: 3:20 - loss: 344.4598 - logits_profile_predictions_loss: 341.8969 - logcount_predictions_loss: 0.1592 237/1509 [===>..........................] - ETA: 3:20 - loss: 344.4571 - logits_profile_predictions_loss: 341.8945 - logcount_predictions_loss: 0.1592 238/1509 [===>..........................] - ETA: 3:20 - loss: 344.4542 - logits_profile_predictions_loss: 341.8919 - logcount_predictions_loss: 0.1591 239/1509 [===>..........................] - ETA: 3:19 - loss: 344.4513 - logits_profile_predictions_loss: 341.8893 - logcount_predictions_loss: 0.1591 240/1509 [===>..........................] - ETA: 3:19 - loss: 344.4488 - logits_profile_predictions_loss: 341.8870 - logcount_predictions_loss: 0.1591 241/1509 [===>..........................] - ETA: 3:19 - loss: 344.4471 - logits_profile_predictions_loss: 341.8856 - logcount_predictions_loss: 0.1591 242/1509 [===>..........................] - ETA: 3:19 - loss: 344.4459 - logits_profile_predictions_loss: 341.8847 - logcount_predictions_loss: 0.1591 243/1509 [===>..........................] - ETA: 3:19 - loss: 344.4442 - logits_profile_predictions_loss: 341.8832 - logcount_predictions_loss: 0.1591 244/1509 [===>..........................] - ETA: 3:19 - loss: 344.4425 - logits_profile_predictions_loss: 341.8818 - logcount_predictions_loss: 0.1591 245/1509 [===>..........................] - ETA: 3:19 - loss: 344.4409 - logits_profile_predictions_loss: 341.8804 - logcount_predictions_loss: 0.1590 246/1509 [===>..........................] - ETA: 3:18 - loss: 344.4386 - logits_profile_predictions_loss: 341.8784 - logcount_predictions_loss: 0.1590 247/1509 [===>..........................] - ETA: 3:18 - loss: 344.4361 - logits_profile_predictions_loss: 341.8762 - logcount_predictions_loss: 0.1590 248/1509 [===>..........................] - ETA: 3:18 - loss: 344.4335 - logits_profile_predictions_loss: 341.8739 - logcount_predictions_loss: 0.1590 249/1509 [===>..........................] - ETA: 3:18 - loss: 344.4316 - logits_profile_predictions_loss: 341.8722 - logcount_predictions_loss: 0.1590 250/1509 [===>..........................] - ETA: 3:18 - loss: 344.4299 - logits_profile_predictions_loss: 341.8708 - logcount_predictions_loss: 0.1590 251/1509 [===>..........................] - ETA: 3:18 - loss: 344.4279 - logits_profile_predictions_loss: 341.8690 - logcount_predictions_loss: 0.1589 252/1509 [====>.........................] - ETA: 3:17 - loss: 344.4259 - logits_profile_predictions_loss: 341.8673 - logcount_predictions_loss: 0.1589 253/1509 [====>.........................] - ETA: 3:17 - loss: 344.4235 - logits_profile_predictions_loss: 341.8652 - logcount_predictions_loss: 0.1589 254/1509 [====>.........................] - ETA: 3:17 - loss: 344.4212 - logits_profile_predictions_loss: 341.8631 - logcount_predictions_loss: 0.1589 255/1509 [====>.........................] - ETA: 3:17 - loss: 344.4188 - logits_profile_predictions_loss: 341.8610 - logcount_predictions_loss: 0.1589 256/1509 [====>.........................] - ETA: 3:17 - loss: 344.4163 - logits_profile_predictions_loss: 341.8588 - logcount_predictions_loss: 0.1589 257/1509 [====>.........................] - ETA: 3:17 - loss: 344.4141 - logits_profile_predictions_loss: 341.8567 - logcount_predictions_loss: 0.1588 258/1509 [====>.........................] - ETA: 3:16 - loss: 344.4118 - logits_profile_predictions_loss: 341.8547 - logcount_predictions_loss: 0.1588 259/1509 [====>.........................] - ETA: 3:16 - loss: 344.4098 - logits_profile_predictions_loss: 341.8529 - logcount_predictions_loss: 0.1588 260/1509 [====>.........................] - ETA: 3:16 - loss: 344.4082 - logits_profile_predictions_loss: 341.8516 - logcount_predictions_loss: 0.1588 261/1509 [====>.........................] - ETA: 3:16 - loss: 344.4066 - logits_profile_predictions_loss: 341.8503 - logcount_predictions_loss: 0.1588 262/1509 [====>.........................] - ETA: 3:16 - loss: 344.4050 - logits_profile_predictions_loss: 341.8489 - logcount_predictions_loss: 0.1588 263/1509 [====>.........................] - ETA: 3:16 - loss: 344.4030 - logits_profile_predictions_loss: 341.8471 - logcount_predictions_loss: 0.1588 264/1509 [====>.........................] - ETA: 3:16 - loss: 344.4013 - logits_profile_predictions_loss: 341.8456 - logcount_predictions_loss: 0.1587 265/1509 [====>.........................] - ETA: 3:15 - loss: 344.3995 - logits_profile_predictions_loss: 341.8441 - logcount_predictions_loss: 0.1587 266/1509 [====>.........................] - ETA: 3:15 - loss: 344.3974 - logits_profile_predictions_loss: 341.8423 - logcount_predictions_loss: 0.1587 267/1509 [====>.........................] - ETA: 3:15 - loss: 344.3949 - logits_profile_predictions_loss: 341.8400 - logcount_predictions_loss: 0.1587 268/1509 [====>.........................] - ETA: 3:15 - loss: 344.3924 - logits_profile_predictions_loss: 341.8378 - logcount_predictions_loss: 0.1587 269/1509 [====>.........................] - ETA: 3:15 - loss: 344.3898 - logits_profile_predictions_loss: 341.8353 - logcount_predictions_loss: 0.1587 270/1509 [====>.........................] - ETA: 3:15 - loss: 344.3869 - logits_profile_predictions_loss: 341.8327 - logcount_predictions_loss: 0.1586 271/1509 [====>.........................] - ETA: 3:14 - loss: 344.3840 - logits_profile_predictions_loss: 341.8301 - logcount_predictions_loss: 0.1586 272/1509 [====>.........................] - ETA: 3:14 - loss: 344.3811 - logits_profile_predictions_loss: 341.8274 - logcount_predictions_loss: 0.1586 273/1509 [====>.........................] - ETA: 3:14 - loss: 344.3781 - logits_profile_predictions_loss: 341.8246 - logcount_predictions_loss: 0.1586 274/1509 [====>.........................] - ETA: 3:14 - loss: 344.3744 - logits_profile_predictions_loss: 341.8211 - logcount_predictions_loss: 0.1586 275/1509 [====>.........................] - ETA: 3:14 - loss: 344.3706 - logits_profile_predictions_loss: 341.8176 - logcount_predictions_loss: 0.1586 276/1509 [====>.........................] - ETA: 3:14 - loss: 344.3671 - logits_profile_predictions_loss: 341.8143 - logcount_predictions_loss: 0.1586 277/1509 [====>.........................] - ETA: 3:14 - loss: 344.3634 - logits_profile_predictions_loss: 341.8108 - logcount_predictions_loss: 0.1585 278/1509 [====>.........................] - ETA: 3:13 - loss: 344.3596 - logits_profile_predictions_loss: 341.8073 - logcount_predictions_loss: 0.1585 279/1509 [====>.........................] - ETA: 3:13 - loss: 344.3560 - logits_profile_predictions_loss: 341.8040 - logcount_predictions_loss: 0.1585 280/1509 [====>.........................] - ETA: 3:13 - loss: 344.3529 - logits_profile_predictions_loss: 341.8010 - logcount_predictions_loss: 0.1585 281/1509 [====>.........................] - ETA: 3:13 - loss: 344.3496 - logits_profile_predictions_loss: 341.7979 - logcount_predictions_loss: 0.1585 282/1509 [====>.........................] - ETA: 3:13 - loss: 344.3461 - logits_profile_predictions_loss: 341.7948 - logcount_predictions_loss: 0.1585 283/1509 [====>.........................] - ETA: 3:13 - loss: 344.3426 - logits_profile_predictions_loss: 341.7915 - logcount_predictions_loss: 0.1585 284/1509 [====>.........................] - ETA: 3:12 - loss: 344.3389 - logits_profile_predictions_loss: 341.7880 - logcount_predictions_loss: 0.1584 285/1509 [====>.........................] - ETA: 3:12 - loss: 344.3349 - logits_profile_predictions_loss: 341.7842 - logcount_predictions_loss: 0.1584 286/1509 [====>.........................] - ETA: 3:12 - loss: 344.3311 - logits_profile_predictions_loss: 341.7807 - logcount_predictions_loss: 0.1584 287/1509 [====>.........................] - ETA: 3:12 - loss: 344.3274 - logits_profile_predictions_loss: 341.7772 - logcount_predictions_loss: 0.1584 288/1509 [====>.........................] - ETA: 3:12 - loss: 344.3237 - logits_profile_predictions_loss: 341.7738 - logcount_predictions_loss: 0.1584 289/1509 [====>.........................] - ETA: 3:12 - loss: 344.3197 - logits_profile_predictions_loss: 341.7701 - logcount_predictions_loss: 0.1584 290/1509 [====>.........................] - ETA: 3:11 - loss: 344.3156 - logits_profile_predictions_loss: 341.7661 - logcount_predictions_loss: 0.1584 291/1509 [====>.........................] - ETA: 3:11 - loss: 344.3115 - logits_profile_predictions_loss: 341.7624 - logcount_predictions_loss: 0.1583 292/1509 [====>.........................] - ETA: 3:11 - loss: 344.3074 - logits_profile_predictions_loss: 341.7584 - logcount_predictions_loss: 0.1583 293/1509 [====>.........................] - ETA: 3:11 - loss: 344.3031 - logits_profile_predictions_loss: 341.7544 - logcount_predictions_loss: 0.1583 294/1509 [====>.........................] - ETA: 3:11 - loss: 344.2989 - logits_profile_predictions_loss: 341.7505 - logcount_predictions_loss: 0.1583 295/1509 [====>.........................] - ETA: 3:11 - loss: 344.2952 - logits_profile_predictions_loss: 341.7470 - logcount_predictions_loss: 0.1583 296/1509 [====>.........................] - ETA: 3:11 - loss: 344.2914 - logits_profile_predictions_loss: 341.7435 - logcount_predictions_loss: 0.1583 297/1509 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[============================>.] - ETA: 5s - loss: 342.6413 - logits_profile_predictions_loss: 340.1737 - logcount_predictions_loss: 0.1533 1475/1509 [============================>.] - ETA: 5s - loss: 342.6410 - logits_profile_predictions_loss: 340.1735 - logcount_predictions_loss: 0.1533 1476/1509 [============================>.] - ETA: 5s - loss: 342.6408 - logits_profile_predictions_loss: 340.1732 - logcount_predictions_loss: 0.1533 1477/1509 [============================>.] - ETA: 5s - loss: 342.6405 - logits_profile_predictions_loss: 340.1730 - logcount_predictions_loss: 0.1533 1478/1509 [============================>.] - ETA: 4s - loss: 342.6402 - logits_profile_predictions_loss: 340.1727 - logcount_predictions_loss: 0.1533 1479/1509 [============================>.] - ETA: 4s - loss: 342.6399 - logits_profile_predictions_loss: 340.1725 - logcount_predictions_loss: 0.1533 1480/1509 [============================>.] - ETA: 4s - loss: 342.6396 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 340.1674 - logcount_predictions_loss: 0.1532 1501/1509 [============================>.] - ETA: 1s - loss: 342.6341 - logits_profile_predictions_loss: 340.1671 - logcount_predictions_loss: 0.1532 1502/1509 [============================>.] - ETA: 1s - loss: 342.6338 - logits_profile_predictions_loss: 340.1669 - logcount_predictions_loss: 0.1532 1503/1509 [============================>.] - ETA: 0s - loss: 342.6336 - logits_profile_predictions_loss: 340.1666 - logcount_predictions_loss: 0.1532 1504/1509 [============================>.] - ETA: 0s - loss: 342.6333 - logits_profile_predictions_loss: 340.1664 - logcount_predictions_loss: 0.1532 1505/1509 [============================>.] - ETA: 0s - loss: 342.6330 - logits_profile_predictions_loss: 340.1661 - logcount_predictions_loss: 0.1532 1506/1509 [============================>.] - ETA: 0s - loss: 342.6327 - logits_profile_predictions_loss: 340.1658 - logcount_predictions_loss: 0.1532 1507/1509 [============================>.] - ETA: 0s - loss: 342.6324 - logits_profile_predictions_loss: 340.1656 - logcount_predictions_loss: 0.1532 1508/1509 [============================>.] - ETA: 0s - loss: 342.6322 - logits_profile_predictions_loss: 340.1653 - logcount_predictions_loss: 0.1532 1509/1509 [==============================] - ETA: 0s - loss: 342.6319 - logits_profile_predictions_loss: 340.1651 - logcount_predictions_loss: 0.1532 1509/1509 [==============================] - 249s 165ms/step - loss: 342.6316 - logits_profile_predictions_loss: 340.1648 - logcount_predictions_loss: 0.1532 - val_loss: 385.3088 - val_logits_profile_predictions_loss: 380.5613 - val_logcount_predictions_loss: 0.2949 Epoch 00014: val_loss did not improve from 380.85272 Epoch 15/50 1/1509 [..............................] - ETA: 5:48 - loss: 321.1476 - logits_profile_predictions_loss: 319.2401 - logcount_predictions_loss: 0.1185 2/1509 [..............................] - ETA: 3:55 - loss: 328.9637 - logits_profile_predictions_loss: 326.8825 - logcount_predictions_loss: 0.1293 3/1509 [..............................] - ETA: 3:56 - loss: 334.5164 - logits_profile_predictions_loss: 332.3764 - logcount_predictions_loss: 0.1329 4/1509 [..............................] - ETA: 3:56 - loss: 337.4746 - logits_profile_predictions_loss: 335.2215 - logcount_predictions_loss: 0.1399 5/1509 [..............................] - ETA: 3:55 - loss: 338.2244 - logits_profile_predictions_loss: 335.8684 - logcount_predictions_loss: 0.1463 6/1509 [..............................] - ETA: 3:55 - loss: 338.8788 - logits_profile_predictions_loss: 336.4630 - logcount_predictions_loss: 0.1501 7/1509 [..............................] - ETA: 3:55 - loss: 338.9730 - logits_profile_predictions_loss: 336.5317 - logcount_predictions_loss: 0.1516 8/1509 [..............................] - ETA: 3:55 - loss: 339.0655 - logits_profile_predictions_loss: 336.6059 - logcount_predictions_loss: 0.1528 9/1509 [..............................] - ETA: 3:55 - loss: 339.2831 - logits_profile_predictions_loss: 336.8119 - logcount_predictions_loss: 0.1535 10/1509 [..............................] - ETA: 3:55 - loss: 339.3261 - logits_profile_predictions_loss: 336.8417 - logcount_predictions_loss: 0.1543 11/1509 [..............................] - ETA: 3:54 - loss: 339.4894 - logits_profile_predictions_loss: 336.9980 - logcount_predictions_loss: 0.1547 12/1509 [..............................] - ETA: 3:54 - loss: 339.8278 - logits_profile_predictions_loss: 337.3346 - logcount_predictions_loss: 0.1549 13/1509 [..............................] - ETA: 3:54 - loss: 340.1766 - logits_profile_predictions_loss: 337.6869 - logcount_predictions_loss: 0.1546 14/1509 [..............................] - ETA: 3:54 - loss: 340.4449 - logits_profile_predictions_loss: 337.9595 - logcount_predictions_loss: 0.1544 15/1509 [..............................] - ETA: 3:54 - loss: 340.6796 - logits_profile_predictions_loss: 338.1942 - logcount_predictions_loss: 0.1544 16/1509 [..............................] - ETA: 3:54 - loss: 340.8121 - logits_profile_predictions_loss: 338.3277 - logcount_predictions_loss: 0.1543 17/1509 [..............................] - ETA: 3:54 - loss: 340.8321 - logits_profile_predictions_loss: 338.3496 - logcount_predictions_loss: 0.1542 18/1509 [..............................] - ETA: 3:53 - loss: 340.9977 - logits_profile_predictions_loss: 338.5178 - logcount_predictions_loss: 0.1540 19/1509 [..............................] - ETA: 3:53 - loss: 341.1218 - logits_profile_predictions_loss: 338.6447 - logcount_predictions_loss: 0.1539 20/1509 [..............................] - ETA: 3:53 - loss: 341.2034 - logits_profile_predictions_loss: 338.7297 - logcount_predictions_loss: 0.1536 21/1509 [..............................] - ETA: 3:53 - loss: 341.3315 - logits_profile_predictions_loss: 338.8573 - logcount_predictions_loss: 0.1537 22/1509 [..............................] - ETA: 3:53 - loss: 341.3782 - logits_profile_predictions_loss: 338.9052 - logcount_predictions_loss: 0.1536 23/1509 [..............................] - ETA: 3:53 - loss: 341.3775 - logits_profile_predictions_loss: 338.9068 - logcount_predictions_loss: 0.1535 24/1509 [..............................] - ETA: 3:53 - loss: 341.3483 - logits_profile_predictions_loss: 338.8815 - logcount_predictions_loss: 0.1532 25/1509 [..............................] - ETA: 3:53 - loss: 341.4178 - logits_profile_predictions_loss: 338.9550 - logcount_predictions_loss: 0.1530 26/1509 [..............................] - ETA: 3:52 - loss: 341.5026 - logits_profile_predictions_loss: 339.0440 - logcount_predictions_loss: 0.1527 27/1509 [..............................] - ETA: 3:52 - loss: 341.5988 - logits_profile_predictions_loss: 339.1445 - logcount_predictions_loss: 0.1524 28/1509 [..............................] - ETA: 3:52 - loss: 341.7077 - logits_profile_predictions_loss: 339.2586 - logcount_predictions_loss: 0.1521 29/1509 [..............................] - ETA: 3:52 - loss: 341.8343 - logits_profile_predictions_loss: 339.3907 - logcount_predictions_loss: 0.1518 30/1509 [..............................] - ETA: 3:52 - loss: 341.9134 - logits_profile_predictions_loss: 339.4747 - logcount_predictions_loss: 0.1515 31/1509 [..............................] - ETA: 3:52 - loss: 341.9798 - logits_profile_predictions_loss: 339.5460 - logcount_predictions_loss: 0.1512 32/1509 [..............................] - ETA: 3:52 - loss: 342.0656 - logits_profile_predictions_loss: 339.6368 - logcount_predictions_loss: 0.1509 33/1509 [..............................] - ETA: 3:51 - loss: 342.1245 - logits_profile_predictions_loss: 339.6998 - logcount_predictions_loss: 0.1506 34/1509 [..............................] - ETA: 3:51 - loss: 342.2012 - logits_profile_predictions_loss: 339.7804 - logcount_predictions_loss: 0.1504 35/1509 [..............................] - ETA: 3:51 - loss: 342.2544 - logits_profile_predictions_loss: 339.8378 - logcount_predictions_loss: 0.1501 36/1509 [..............................] - ETA: 3:51 - loss: 342.3151 - logits_profile_predictions_loss: 339.9031 - logcount_predictions_loss: 0.1498 37/1509 [..............................] - ETA: 3:51 - loss: 342.3792 - logits_profile_predictions_loss: 339.9718 - logcount_predictions_loss: 0.1495 38/1509 [..............................] - ETA: 3:51 - loss: 342.4239 - logits_profile_predictions_loss: 340.0199 - logcount_predictions_loss: 0.1493 39/1509 [..............................] - ETA: 3:50 - loss: 342.4835 - logits_profile_predictions_loss: 340.0831 - logcount_predictions_loss: 0.1491 40/1509 [..............................] - ETA: 3:50 - loss: 342.5468 - logits_profile_predictions_loss: 340.1497 - logcount_predictions_loss: 0.1489 41/1509 [..............................] - ETA: 3:50 - loss: 342.5900 - logits_profile_predictions_loss: 340.1960 - logcount_predictions_loss: 0.1487 42/1509 [..............................] - ETA: 3:50 - loss: 342.6394 - logits_profile_predictions_loss: 340.2484 - logcount_predictions_loss: 0.1485 43/1509 [..............................] - ETA: 3:50 - loss: 342.6764 - logits_profile_predictions_loss: 340.2883 - logcount_predictions_loss: 0.1483 44/1509 [..............................] - ETA: 3:50 - loss: 342.7131 - logits_profile_predictions_loss: 340.3280 - logcount_predictions_loss: 0.1481 45/1509 [..............................] - ETA: 3:50 - loss: 342.7314 - logits_profile_predictions_loss: 340.3490 - logcount_predictions_loss: 0.1480 46/1509 [..............................] - ETA: 3:49 - loss: 342.7374 - logits_profile_predictions_loss: 340.3578 - logcount_predictions_loss: 0.1478 47/1509 [..............................] - ETA: 3:49 - loss: 342.7387 - logits_profile_predictions_loss: 340.3617 - logcount_predictions_loss: 0.1476 48/1509 [..............................] - ETA: 3:49 - loss: 342.7421 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 340.8275 - logcount_predictions_loss: 0.1407 193/1509 [==>...........................] - ETA: 3:27 - loss: 343.0957 - logits_profile_predictions_loss: 340.8297 - logcount_predictions_loss: 0.1407 194/1509 [==>...........................] - ETA: 3:27 - loss: 343.0980 - logits_profile_predictions_loss: 340.8320 - logcount_predictions_loss: 0.1407 195/1509 [==>...........................] - ETA: 3:27 - loss: 343.0995 - logits_profile_predictions_loss: 340.8335 - logcount_predictions_loss: 0.1407 196/1509 [==>...........................] - ETA: 3:26 - loss: 343.1002 - logits_profile_predictions_loss: 340.8342 - logcount_predictions_loss: 0.1407 197/1509 [==>...........................] - ETA: 3:26 - loss: 343.1006 - logits_profile_predictions_loss: 340.8347 - logcount_predictions_loss: 0.1407 198/1509 [==>...........................] - ETA: 3:26 - loss: 343.1005 - logits_profile_predictions_loss: 340.8345 - logcount_predictions_loss: 0.1407 199/1509 [==>...........................] - ETA: 3:26 - loss: 343.1011 - logits_profile_predictions_loss: 340.8352 - logcount_predictions_loss: 0.1407 200/1509 [==>...........................] - ETA: 3:26 - loss: 343.1014 - logits_profile_predictions_loss: 340.8354 - logcount_predictions_loss: 0.1407 201/1509 [==>...........................] - ETA: 3:26 - loss: 343.1013 - logits_profile_predictions_loss: 340.8353 - logcount_predictions_loss: 0.1407 202/1509 [===>..........................] - ETA: 3:25 - loss: 343.1015 - logits_profile_predictions_loss: 340.8356 - logcount_predictions_loss: 0.1407 203/1509 [===>..........................] - ETA: 3:25 - loss: 343.1006 - logits_profile_predictions_loss: 340.8347 - logcount_predictions_loss: 0.1407 204/1509 [===>..........................] - ETA: 3:25 - loss: 343.1004 - logits_profile_predictions_loss: 340.8344 - logcount_predictions_loss: 0.1407 205/1509 [===>..........................] - ETA: 3:25 - loss: 343.1007 - logits_profile_predictions_loss: 340.8347 - logcount_predictions_loss: 0.1407 206/1509 [===>..........................] - ETA: 3:25 - loss: 343.1006 - logits_profile_predictions_loss: 340.8346 - logcount_predictions_loss: 0.1407 207/1509 [===>..........................] - ETA: 3:25 - loss: 343.1008 - logits_profile_predictions_loss: 340.8348 - logcount_predictions_loss: 0.1407 208/1509 [===>..........................] - ETA: 3:24 - loss: 343.1012 - logits_profile_predictions_loss: 340.8352 - logcount_predictions_loss: 0.1407 209/1509 [===>..........................] - ETA: 3:24 - loss: 343.1019 - logits_profile_predictions_loss: 340.8360 - logcount_predictions_loss: 0.1407 210/1509 [===>..........................] - ETA: 3:24 - loss: 343.1021 - logits_profile_predictions_loss: 340.8362 - logcount_predictions_loss: 0.1407 211/1509 [===>..........................] - ETA: 3:24 - loss: 343.1031 - logits_profile_predictions_loss: 340.8371 - logcount_predictions_loss: 0.1407 212/1509 [===>..........................] - ETA: 3:24 - loss: 343.1044 - logits_profile_predictions_loss: 340.8385 - logcount_predictions_loss: 0.1407 213/1509 [===>..........................] - ETA: 3:24 - loss: 343.1064 - logits_profile_predictions_loss: 340.8405 - logcount_predictions_loss: 0.1407 214/1509 [===>..........................] - ETA: 3:24 - loss: 343.1079 - logits_profile_predictions_loss: 340.8420 - logcount_predictions_loss: 0.1407 215/1509 [===>..........................] - ETA: 3:23 - loss: 343.1099 - logits_profile_predictions_loss: 340.8440 - logcount_predictions_loss: 0.1407 216/1509 [===>..........................] - ETA: 3:23 - loss: 343.1118 - logits_profile_predictions_loss: 340.8459 - logcount_predictions_loss: 0.1407 217/1509 [===>..........................] - ETA: 3:23 - loss: 343.1142 - logits_profile_predictions_loss: 340.8482 - logcount_predictions_loss: 0.1407 218/1509 [===>..........................] - ETA: 3:23 - loss: 343.1165 - logits_profile_predictions_loss: 340.8505 - logcount_predictions_loss: 0.1407 219/1509 [===>..........................] - ETA: 3:23 - loss: 343.1188 - logits_profile_predictions_loss: 340.8528 - logcount_predictions_loss: 0.1407 220/1509 [===>..........................] - ETA: 3:23 - loss: 343.1206 - logits_profile_predictions_loss: 340.8545 - logcount_predictions_loss: 0.1407 221/1509 [===>..........................] - ETA: 3:22 - loss: 343.1222 - logits_profile_predictions_loss: 340.8561 - logcount_predictions_loss: 0.1408 222/1509 [===>..........................] - ETA: 3:22 - loss: 343.1248 - logits_profile_predictions_loss: 340.8585 - logcount_predictions_loss: 0.1408 223/1509 [===>..........................] - ETA: 3:22 - loss: 343.1272 - logits_profile_predictions_loss: 340.8608 - logcount_predictions_loss: 0.1408 224/1509 [===>..........................] - ETA: 3:22 - loss: 343.1289 - logits_profile_predictions_loss: 340.8625 - logcount_predictions_loss: 0.1408 225/1509 [===>..........................] - ETA: 3:22 - loss: 343.1301 - logits_profile_predictions_loss: 340.8636 - logcount_predictions_loss: 0.1408 226/1509 [===>..........................] - ETA: 3:22 - loss: 343.1314 - logits_profile_predictions_loss: 340.8647 - logcount_predictions_loss: 0.1408 227/1509 [===>..........................] - ETA: 3:21 - loss: 343.1321 - logits_profile_predictions_loss: 340.8654 - logcount_predictions_loss: 0.1408 228/1509 [===>..........................] - ETA: 3:21 - loss: 343.1330 - logits_profile_predictions_loss: 340.8662 - logcount_predictions_loss: 0.1408 229/1509 [===>..........................] - ETA: 3:21 - loss: 343.1339 - logits_profile_predictions_loss: 340.8670 - logcount_predictions_loss: 0.1408 230/1509 [===>..........................] - ETA: 3:21 - loss: 343.1349 - logits_profile_predictions_loss: 340.8679 - logcount_predictions_loss: 0.1408 231/1509 [===>..........................] - ETA: 3:21 - loss: 343.1362 - logits_profile_predictions_loss: 340.8690 - logcount_predictions_loss: 0.1408 232/1509 [===>..........................] - ETA: 3:21 - loss: 343.1371 - logits_profile_predictions_loss: 340.8699 - logcount_predictions_loss: 0.1408 233/1509 [===>..........................] - ETA: 3:21 - loss: 343.1383 - logits_profile_predictions_loss: 340.8710 - logcount_predictions_loss: 0.1408 234/1509 [===>..........................] - ETA: 3:20 - loss: 343.1395 - logits_profile_predictions_loss: 340.8721 - logcount_predictions_loss: 0.1408 235/1509 [===>..........................] - ETA: 3:20 - loss: 343.1403 - logits_profile_predictions_loss: 340.8726 - logcount_predictions_loss: 0.1408 236/1509 [===>..........................] - ETA: 3:20 - loss: 343.1414 - logits_profile_predictions_loss: 340.8736 - logcount_predictions_loss: 0.1409 237/1509 [===>..........................] - ETA: 3:20 - loss: 343.1424 - logits_profile_predictions_loss: 340.8744 - logcount_predictions_loss: 0.1409 238/1509 [===>..........................] - ETA: 3:20 - loss: 343.1428 - logits_profile_predictions_loss: 340.8746 - logcount_predictions_loss: 0.1409 239/1509 [===>..........................] - ETA: 3:20 - loss: 343.1433 - logits_profile_predictions_loss: 340.8749 - logcount_predictions_loss: 0.1409 240/1509 [===>..........................] - ETA: 3:19 - loss: 343.1439 - logits_profile_predictions_loss: 340.8754 - logcount_predictions_loss: 0.1409 241/1509 [===>..........................] - ETA: 3:19 - loss: 343.1446 - logits_profile_predictions_loss: 340.8759 - logcount_predictions_loss: 0.1409 242/1509 [===>..........................] - ETA: 3:19 - loss: 343.1455 - logits_profile_predictions_loss: 340.8766 - logcount_predictions_loss: 0.1409 243/1509 [===>..........................] - ETA: 3:19 - loss: 343.1466 - logits_profile_predictions_loss: 340.8776 - logcount_predictions_loss: 0.1409 244/1509 [===>..........................] - ETA: 3:19 - loss: 343.1477 - logits_profile_predictions_loss: 340.8786 - logcount_predictions_loss: 0.1409 245/1509 [===>..........................] - ETA: 3:19 - loss: 343.1492 - logits_profile_predictions_loss: 340.8799 - logcount_predictions_loss: 0.1409 246/1509 [===>..........................] - ETA: 3:19 - loss: 343.1505 - logits_profile_predictions_loss: 340.8810 - logcount_predictions_loss: 0.1410 247/1509 [===>..........................] - ETA: 3:18 - loss: 343.1517 - logits_profile_predictions_loss: 340.8821 - logcount_predictions_loss: 0.1410 248/1509 [===>..........................] - ETA: 3:18 - loss: 343.1532 - logits_profile_predictions_loss: 340.8835 - logcount_predictions_loss: 0.1410 249/1509 [===>..........................] - ETA: 3:18 - loss: 343.1543 - logits_profile_predictions_loss: 340.8844 - logcount_predictions_loss: 0.1410 250/1509 [===>..........................] - ETA: 3:18 - loss: 343.1555 - logits_profile_predictions_loss: 340.8855 - logcount_predictions_loss: 0.1410 251/1509 [===>..........................] - ETA: 3:18 - loss: 343.1570 - logits_profile_predictions_loss: 340.8868 - logcount_predictions_loss: 0.1410 252/1509 [====>.........................] - ETA: 3:18 - loss: 343.1578 - logits_profile_predictions_loss: 340.8875 - logcount_predictions_loss: 0.1410 253/1509 [====>.........................] - ETA: 3:17 - loss: 343.1584 - logits_profile_predictions_loss: 340.8879 - logcount_predictions_loss: 0.1410 254/1509 [====>.........................] - ETA: 3:17 - loss: 343.1588 - logits_profile_predictions_loss: 340.8883 - logcount_predictions_loss: 0.1410 255/1509 [====>.........................] - ETA: 3:17 - loss: 343.1589 - logits_profile_predictions_loss: 340.8881 - logcount_predictions_loss: 0.1410 256/1509 [====>.........................] - ETA: 3:17 - loss: 343.1587 - logits_profile_predictions_loss: 340.8878 - logcount_predictions_loss: 0.1410 257/1509 [====>.........................] - ETA: 3:17 - loss: 343.1583 - logits_profile_predictions_loss: 340.8873 - logcount_predictions_loss: 0.1411 258/1509 [====>.........................] - ETA: 3:17 - loss: 343.1582 - logits_profile_predictions_loss: 340.8870 - logcount_predictions_loss: 0.1411 259/1509 [====>.........................] - ETA: 3:17 - loss: 343.1577 - logits_profile_predictions_loss: 340.8864 - logcount_predictions_loss: 0.1411 260/1509 [====>.........................] - ETA: 3:16 - loss: 343.1570 - logits_profile_predictions_loss: 340.8855 - logcount_predictions_loss: 0.1411 261/1509 [====>.........................] - ETA: 3:16 - loss: 343.1561 - logits_profile_predictions_loss: 340.8846 - logcount_predictions_loss: 0.1411 262/1509 [====>.........................] - ETA: 3:16 - loss: 343.1554 - logits_profile_predictions_loss: 340.8837 - logcount_predictions_loss: 0.1411 263/1509 [====>.........................] - ETA: 3:16 - loss: 343.1545 - logits_profile_predictions_loss: 340.8827 - logcount_predictions_loss: 0.1411 264/1509 [====>.........................] - ETA: 3:16 - loss: 343.1536 - logits_profile_predictions_loss: 340.8816 - logcount_predictions_loss: 0.1411 265/1509 [====>.........................] - ETA: 3:16 - loss: 343.1526 - logits_profile_predictions_loss: 340.8804 - logcount_predictions_loss: 0.1411 266/1509 [====>.........................] - ETA: 3:15 - loss: 343.1519 - logits_profile_predictions_loss: 340.8796 - logcount_predictions_loss: 0.1411 267/1509 [====>.........................] - ETA: 3:15 - loss: 343.1511 - logits_profile_predictions_loss: 340.8787 - logcount_predictions_loss: 0.1411 268/1509 [====>.........................] - ETA: 3:15 - loss: 343.1503 - logits_profile_predictions_loss: 340.8777 - logcount_predictions_loss: 0.1411 269/1509 [====>.........................] - ETA: 3:15 - loss: 343.1493 - logits_profile_predictions_loss: 340.8766 - logcount_predictions_loss: 0.1412 270/1509 [====>.........................] - ETA: 3:15 - loss: 343.1488 - logits_profile_predictions_loss: 340.8759 - logcount_predictions_loss: 0.1412 271/1509 [====>.........................] - ETA: 3:15 - loss: 343.1485 - logits_profile_predictions_loss: 340.8755 - logcount_predictions_loss: 0.1412 272/1509 [====>.........................] - ETA: 3:14 - loss: 343.1483 - logits_profile_predictions_loss: 340.8751 - logcount_predictions_loss: 0.1412 273/1509 [====>.........................] - ETA: 3:14 - loss: 343.1483 - logits_profile_predictions_loss: 340.8749 - logcount_predictions_loss: 0.1412 274/1509 [====>.........................] - ETA: 3:14 - loss: 343.1480 - logits_profile_predictions_loss: 340.8745 - logcount_predictions_loss: 0.1412 275/1509 [====>.........................] - ETA: 3:14 - loss: 343.1476 - logits_profile_predictions_loss: 340.8739 - logcount_predictions_loss: 0.1412 276/1509 [====>.........................] - ETA: 3:14 - loss: 343.1471 - logits_profile_predictions_loss: 340.8732 - logcount_predictions_loss: 0.1412 277/1509 [====>.........................] - ETA: 3:14 - loss: 343.1471 - logits_profile_predictions_loss: 340.8730 - logcount_predictions_loss: 0.1412 278/1509 [====>.........................] - ETA: 3:14 - loss: 343.1466 - logits_profile_predictions_loss: 340.8724 - logcount_predictions_loss: 0.1413 279/1509 [====>.........................] - ETA: 3:13 - loss: 343.1462 - logits_profile_predictions_loss: 340.8718 - logcount_predictions_loss: 0.1413 280/1509 [====>.........................] - ETA: 3:13 - loss: 343.1454 - logits_profile_predictions_loss: 340.8708 - logcount_predictions_loss: 0.1413 281/1509 [====>.........................] - ETA: 3:13 - loss: 343.1446 - logits_profile_predictions_loss: 340.8699 - logcount_predictions_loss: 0.1413 282/1509 [====>.........................] - ETA: 3:13 - loss: 343.1435 - logits_profile_predictions_loss: 340.8687 - logcount_predictions_loss: 0.1413 283/1509 [====>.........................] - ETA: 3:13 - loss: 343.1425 - logits_profile_predictions_loss: 340.8675 - logcount_predictions_loss: 0.1413 284/1509 [====>.........................] - ETA: 3:13 - loss: 343.1418 - logits_profile_predictions_loss: 340.8666 - logcount_predictions_loss: 0.1413 285/1509 [====>.........................] - ETA: 3:12 - loss: 343.1404 - logits_profile_predictions_loss: 340.8651 - logcount_predictions_loss: 0.1413 286/1509 [====>.........................] - ETA: 3:12 - loss: 343.1390 - logits_profile_predictions_loss: 340.8634 - logcount_predictions_loss: 0.1413 287/1509 [====>.........................] - ETA: 3:12 - loss: 343.1376 - logits_profile_predictions_loss: 340.8619 - logcount_predictions_loss: 0.1413 288/1509 [====>.........................] - ETA: 3:12 - loss: 343.1365 - logits_profile_predictions_loss: 340.8607 - logcount_predictions_loss: 0.1414 289/1509 [====>.........................] - ETA: 3:12 - loss: 343.1349 - logits_profile_predictions_loss: 340.8589 - logcount_predictions_loss: 0.1414 290/1509 [====>.........................] - ETA: 3:12 - loss: 343.1331 - logits_profile_predictions_loss: 340.8570 - logcount_predictions_loss: 0.1414 291/1509 [====>.........................] - ETA: 3:12 - loss: 343.1315 - logits_profile_predictions_loss: 340.8552 - logcount_predictions_loss: 0.1414 292/1509 [====>.........................] - ETA: 3:11 - loss: 343.1297 - logits_profile_predictions_loss: 340.8533 - logcount_predictions_loss: 0.1414 293/1509 [====>.........................] - ETA: 3:11 - loss: 343.1279 - logits_profile_predictions_loss: 340.8513 - logcount_predictions_loss: 0.1414 294/1509 [====>.........................] - ETA: 3:11 - loss: 343.1256 - logits_profile_predictions_loss: 340.8489 - logcount_predictions_loss: 0.1414 295/1509 [====>.........................] - ETA: 3:11 - loss: 343.1236 - logits_profile_predictions_loss: 340.8468 - logcount_predictions_loss: 0.1414 296/1509 [====>.........................] - ETA: 3:11 - loss: 343.1214 - logits_profile_predictions_loss: 340.8444 - logcount_predictions_loss: 0.1414 297/1509 [====>.........................] - ETA: 3:11 - loss: 343.1194 - logits_profile_predictions_loss: 340.8423 - logcount_predictions_loss: 0.1414 298/1509 [====>.........................] - ETA: 3:10 - loss: 343.1173 - logits_profile_predictions_loss: 340.8402 - logcount_predictions_loss: 0.1414 299/1509 [====>.........................] - ETA: 3:10 - loss: 343.1152 - logits_profile_predictions_loss: 340.8379 - logcount_predictions_loss: 0.1414 300/1509 [====>.........................] - ETA: 3:10 - loss: 343.1134 - logits_profile_predictions_loss: 340.8360 - logcount_predictions_loss: 0.1414 301/1509 [====>.........................] - ETA: 3:10 - loss: 343.1115 - logits_profile_predictions_loss: 340.8340 - logcount_predictions_loss: 0.1415 302/1509 [=====>........................] - ETA: 3:10 - loss: 343.1096 - logits_profile_predictions_loss: 340.8320 - logcount_predictions_loss: 0.1415 303/1509 [=====>........................] - ETA: 3:10 - loss: 343.1078 - logits_profile_predictions_loss: 340.8300 - logcount_predictions_loss: 0.1415 304/1509 [=====>........................] - ETA: 3:09 - loss: 343.1062 - logits_profile_predictions_loss: 340.8283 - logcount_predictions_loss: 0.1415 305/1509 [=====>........................] - ETA: 3:09 - loss: 343.1047 - logits_profile_predictions_loss: 340.8266 - logcount_predictions_loss: 0.1415 306/1509 [=====>........................] - ETA: 3:09 - loss: 343.1028 - logits_profile_predictions_loss: 340.8246 - logcount_predictions_loss: 0.1415 307/1509 [=====>........................] - ETA: 3:09 - loss: 343.1009 - logits_profile_predictions_loss: 340.8225 - logcount_predictions_loss: 0.1415 308/1509 [=====>........................] - ETA: 3:09 - loss: 343.0992 - logits_profile_predictions_loss: 340.8207 - logcount_predictions_loss: 0.1415 309/1509 [=====>........................] - ETA: 3:09 - loss: 343.0976 - logits_profile_predictions_loss: 340.8189 - logcount_predictions_loss: 0.1415 310/1509 [=====>........................] - ETA: 3:09 - loss: 343.0960 - logits_profile_predictions_loss: 340.8173 - logcount_predictions_loss: 0.1415 311/1509 [=====>........................] - ETA: 3:08 - loss: 343.0941 - logits_profile_predictions_loss: 340.8152 - logcount_predictions_loss: 0.1415 312/1509 [=====>........................] - ETA: 3:08 - loss: 343.0924 - logits_profile_predictions_loss: 340.8133 - logcount_predictions_loss: 0.1415 313/1509 [=====>........................] - ETA: 3:08 - loss: 343.0907 - logits_profile_predictions_loss: 340.8115 - logcount_predictions_loss: 0.1416 314/1509 [=====>........................] - ETA: 3:08 - loss: 343.0897 - logits_profile_predictions_loss: 340.8104 - logcount_predictions_loss: 0.1416 315/1509 [=====>........................] - ETA: 3:08 - loss: 343.0884 - logits_profile_predictions_loss: 340.8089 - logcount_predictions_loss: 0.1416 316/1509 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[===========================>..] - ETA: 9s - loss: 342.0791 - logits_profile_predictions_loss: 339.7764 - logcount_predictions_loss: 0.1430 1448/1509 [===========================>..] - ETA: 9s - loss: 342.0781 - logits_profile_predictions_loss: 339.7754 - logcount_predictions_loss: 0.1430 1449/1509 [===========================>..] - ETA: 9s - loss: 342.0771 - logits_profile_predictions_loss: 339.7744 - logcount_predictions_loss: 0.1430 1450/1509 [===========================>..] - ETA: 9s - loss: 342.0761 - logits_profile_predictions_loss: 339.7734 - logcount_predictions_loss: 0.1430 1451/1509 [===========================>..] - ETA: 9s - loss: 342.0751 - logits_profile_predictions_loss: 339.7724 - logcount_predictions_loss: 0.1430 1452/1509 [===========================>..] - ETA: 9s - loss: 342.0741 - logits_profile_predictions_loss: 339.7714 - logcount_predictions_loss: 0.1430 1453/1509 [===========================>..] - ETA: 8s - loss: 342.0731 - logits_profile_predictions_loss: 339.7704 - logcount_predictions_loss: 0.1430 1454/1509 [===========================>..] - ETA: 8s - loss: 342.0721 - logits_profile_predictions_loss: 339.7694 - logcount_predictions_loss: 0.1430 1455/1509 [===========================>..] - ETA: 8s - loss: 342.0711 - logits_profile_predictions_loss: 339.7684 - logcount_predictions_loss: 0.1430 1456/1509 [===========================>..] - ETA: 8s - loss: 342.0701 - logits_profile_predictions_loss: 339.7674 - logcount_predictions_loss: 0.1430 1457/1509 [===========================>..] - ETA: 8s - loss: 342.0691 - logits_profile_predictions_loss: 339.7664 - logcount_predictions_loss: 0.1430 1458/1509 [===========================>..] - ETA: 8s - loss: 342.0682 - logits_profile_predictions_loss: 339.7654 - logcount_predictions_loss: 0.1430 1459/1509 [============================>.] - ETA: 7s - loss: 342.0671 - logits_profile_predictions_loss: 339.7644 - logcount_predictions_loss: 0.1430 1460/1509 [============================>.] - ETA: 7s - loss: 342.0661 - logits_profile_predictions_loss: 339.7634 - logcount_predictions_loss: 0.1430 1461/1509 [============================>.] - ETA: 7s - loss: 342.0651 - logits_profile_predictions_loss: 339.7623 - logcount_predictions_loss: 0.1430 1462/1509 [============================>.] - ETA: 7s - loss: 342.0641 - logits_profile_predictions_loss: 339.7613 - logcount_predictions_loss: 0.1430 1463/1509 [============================>.] - ETA: 7s - loss: 342.0631 - logits_profile_predictions_loss: 339.7603 - logcount_predictions_loss: 0.1430 1464/1509 [============================>.] - ETA: 7s - loss: 342.0621 - logits_profile_predictions_loss: 339.7593 - logcount_predictions_loss: 0.1430 1465/1509 [============================>.] - ETA: 6s - loss: 342.0611 - logits_profile_predictions_loss: 339.7583 - logcount_predictions_loss: 0.1430 1466/1509 [============================>.] - ETA: 6s - loss: 342.0601 - logits_profile_predictions_loss: 339.7573 - logcount_predictions_loss: 0.1430 1467/1509 [============================>.] - ETA: 6s - loss: 342.0591 - logits_profile_predictions_loss: 339.7563 - logcount_predictions_loss: 0.1430 1468/1509 [============================>.] - ETA: 6s - loss: 342.0582 - logits_profile_predictions_loss: 339.7553 - logcount_predictions_loss: 0.1430 1469/1509 [============================>.] - ETA: 6s - loss: 342.0572 - logits_profile_predictions_loss: 339.7543 - logcount_predictions_loss: 0.1430 1470/1509 [============================>.] - ETA: 6s - loss: 342.0562 - logits_profile_predictions_loss: 339.7534 - logcount_predictions_loss: 0.1430 1471/1509 [============================>.] - ETA: 6s - loss: 342.0552 - logits_profile_predictions_loss: 339.7524 - logcount_predictions_loss: 0.1430 1472/1509 [============================>.] - ETA: 5s - loss: 342.0542 - logits_profile_predictions_loss: 339.7514 - logcount_predictions_loss: 0.1430 1473/1509 [============================>.] - ETA: 5s - loss: 342.0532 - logits_profile_predictions_loss: 339.7504 - logcount_predictions_loss: 0.1430 1474/1509 [============================>.] - ETA: 5s - loss: 342.0523 - logits_profile_predictions_loss: 339.7494 - logcount_predictions_loss: 0.1430 1475/1509 [============================>.] - ETA: 5s - loss: 342.0513 - logits_profile_predictions_loss: 339.7485 - logcount_predictions_loss: 0.1430 1476/1509 [============================>.] - ETA: 5s - loss: 342.0503 - logits_profile_predictions_loss: 339.7475 - logcount_predictions_loss: 0.1430 1477/1509 [============================>.] - ETA: 5s - loss: 342.0494 - logits_profile_predictions_loss: 339.7465 - logcount_predictions_loss: 0.1430 1478/1509 [============================>.] - ETA: 4s - loss: 342.0484 - logits_profile_predictions_loss: 339.7456 - logcount_predictions_loss: 0.1430 1479/1509 [============================>.] - ETA: 4s - loss: 342.0475 - logits_profile_predictions_loss: 339.7446 - logcount_predictions_loss: 0.1430 1480/1509 [============================>.] - ETA: 4s - loss: 342.0465 - logits_profile_predictions_loss: 339.7436 - logcount_predictions_loss: 0.1430 1481/1509 [============================>.] - ETA: 4s - loss: 342.0455 - logits_profile_predictions_loss: 339.7427 - logcount_predictions_loss: 0.1430 1482/1509 [============================>.] - ETA: 4s - loss: 342.0446 - logits_profile_predictions_loss: 339.7417 - logcount_predictions_loss: 0.1430 1483/1509 [============================>.] - ETA: 4s - loss: 342.0436 - logits_profile_predictions_loss: 339.7407 - logcount_predictions_loss: 0.1430 1484/1509 [============================>.] - ETA: 3s - loss: 342.0427 - logits_profile_predictions_loss: 339.7398 - logcount_predictions_loss: 0.1430 1485/1509 [============================>.] - ETA: 3s - loss: 342.0417 - logits_profile_predictions_loss: 339.7388 - logcount_predictions_loss: 0.1430 1486/1509 [============================>.] - ETA: 3s - loss: 342.0408 - logits_profile_predictions_loss: 339.7379 - logcount_predictions_loss: 0.1430 1487/1509 [============================>.] - ETA: 3s - loss: 342.0398 - logits_profile_predictions_loss: 339.7369 - logcount_predictions_loss: 0.1430 1488/1509 [============================>.] - ETA: 3s - loss: 342.0388 - logits_profile_predictions_loss: 339.7359 - logcount_predictions_loss: 0.1430 1489/1509 [============================>.] - ETA: 3s - loss: 342.0378 - logits_profile_predictions_loss: 339.7349 - logcount_predictions_loss: 0.1430 1490/1509 [============================>.] - ETA: 3s - loss: 342.0368 - logits_profile_predictions_loss: 339.7339 - logcount_predictions_loss: 0.1430 1491/1509 [============================>.] - ETA: 2s - loss: 342.0358 - logits_profile_predictions_loss: 339.7329 - logcount_predictions_loss: 0.1430 1492/1509 [============================>.] - ETA: 2s - loss: 342.0349 - logits_profile_predictions_loss: 339.7319 - logcount_predictions_loss: 0.1430 1493/1509 [============================>.] - ETA: 2s - loss: 342.0339 - logits_profile_predictions_loss: 339.7309 - logcount_predictions_loss: 0.1430 1494/1509 [============================>.] - ETA: 2s - loss: 342.0329 - logits_profile_predictions_loss: 339.7300 - logcount_predictions_loss: 0.1430 1495/1509 [============================>.] - ETA: 2s - loss: 342.0319 - logits_profile_predictions_loss: 339.7290 - logcount_predictions_loss: 0.1430 1496/1509 [============================>.] - ETA: 2s - loss: 342.0309 - logits_profile_predictions_loss: 339.7279 - logcount_predictions_loss: 0.1430 1497/1509 [============================>.] - ETA: 1s - loss: 342.0299 - logits_profile_predictions_loss: 339.7269 - logcount_predictions_loss: 0.1430 1498/1509 [============================>.] - ETA: 1s - loss: 342.0289 - logits_profile_predictions_loss: 339.7259 - logcount_predictions_loss: 0.1430 1499/1509 [============================>.] - ETA: 1s - loss: 342.0279 - logits_profile_predictions_loss: 339.7249 - logcount_predictions_loss: 0.1430 1500/1509 [============================>.] - ETA: 1s - loss: 342.0269 - logits_profile_predictions_loss: 339.7239 - logcount_predictions_loss: 0.1430 1501/1509 [============================>.] - ETA: 1s - loss: 342.0258 - logits_profile_predictions_loss: 339.7229 - logcount_predictions_loss: 0.1430 1502/1509 [============================>.] - ETA: 1s - loss: 342.0248 - logits_profile_predictions_loss: 339.7218 - logcount_predictions_loss: 0.1430 1503/1509 [============================>.] - ETA: 0s - loss: 342.0238 - logits_profile_predictions_loss: 339.7208 - logcount_predictions_loss: 0.1430 1504/1509 [============================>.] - ETA: 0s - loss: 342.0227 - logits_profile_predictions_loss: 339.7197 - logcount_predictions_loss: 0.1430 1505/1509 [============================>.] - ETA: 0s - loss: 342.0217 - logits_profile_predictions_loss: 339.7187 - logcount_predictions_loss: 0.1430 1506/1509 [============================>.] - ETA: 0s - loss: 342.0206 - logits_profile_predictions_loss: 339.7176 - logcount_predictions_loss: 0.1430 1507/1509 [============================>.] - ETA: 0s - loss: 342.0196 - logits_profile_predictions_loss: 339.7165 - logcount_predictions_loss: 0.1430 1508/1509 [============================>.] - ETA: 0s - loss: 342.0185 - logits_profile_predictions_loss: 339.7155 - logcount_predictions_loss: 0.1430 1509/1509 [==============================] - ETA: 0s - loss: 342.0175 - logits_profile_predictions_loss: 339.7144 - logcount_predictions_loss: 0.1430 1509/1509 [==============================] - 249s 165ms/step - loss: 342.0164 - logits_profile_predictions_loss: 339.7134 - logcount_predictions_loss: 0.1430 - val_loss: 386.4434 - val_logits_profile_predictions_loss: 381.7025 - val_logcount_predictions_loss: 0.2945 Epoch 00015: val_loss did not improve from 380.85272 Restoring model weights from the end of the best epoch. Epoch 00015: early stopping save model save model without bias 2022-03-25_10-53-05: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//preprocessing/bigWigs/ENCSR548QCP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(26078, 10) loading nonpeaks... got split:test for bed regions:(26077, 10) 0/204 100/204 200/204 2022-03-25_10-55-42: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//preprocessing/bigWigs/ENCSR548QCP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(26078, 10) loading nonpeaks... got split:test for bed regions:(26077, 10) 0/204 100/204 200/204 2022-03-25_10-58-06: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//preprocessing/bigWigs/ENCSR548QCP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(26078, 10) loading nonpeaks... got split:test for bed regions:(26077, 10) 0/204 100/204 200/204 2022-03-25_10-59-46: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//footprints 2022-03-25_10-59-46: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/27 [>.............................] - ETA: 2:56 3/27 [==>...........................] - ETA: 8s  4/27 [===>..........................] - ETA: 10s 5/27 [====>.........................] - ETA: 11s 6/27 [=====>........................] - ETA: 11s 7/27 [======>.......................] - ETA: 11s 8/27 [=======>......................] - ETA: 11s 9/27 [=========>....................] - ETA: 10s 10/27 [==========>...................] - ETA: 10s 11/27 [===========>..................] - ETA: 9s  12/27 [============>.................] - ETA: 9s 13/27 [=============>................] - ETA: 8s 14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 7s 16/27 [================>.............] - ETA: 6s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 5s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 3s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 1s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 27s 793ms/step 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 [======>.......................] - ETA: 13s 8/27 [=======>......................] - ETA: 12s 9/27 [=========>....................] - ETA: 12s 10/27 [==========>...................] - ETA: 11s 11/27 [===========>..................] - ETA: 10s 12/27 [============>.................] - ETA: 10s 13/27 [=============>................] - ETA: 9s  14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 8s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 6s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 4s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 2s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 18s 694ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 [======>.......................] - ETA: 13s 8/27 [=======>......................] - ETA: 13s 9/27 [=========>....................] - ETA: 12s 10/27 [==========>...................] - ETA: 11s 11/27 [===========>..................] - ETA: 10s 12/27 [============>.................] - ETA: 10s 13/27 [=============>................] - ETA: 9s  14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 8s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 6s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 4s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 2s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 18s 697ms/step 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 [======>.......................] - ETA: 13s 8/27 [=======>......................] - ETA: 13s 9/27 [=========>....................] - ETA: 12s 10/27 [==========>...................] - ETA: 11s 11/27 [===========>..................] - ETA: 11s 12/27 [============>.................] - ETA: 10s 13/27 [=============>................] - ETA: 9s  14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 8s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 6s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 4s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 2s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 18s 699ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 [======>.......................] - ETA: 13s 8/27 [=======>......................] - ETA: 13s 9/27 [=========>....................] - ETA: 12s 10/27 [==========>...................] - ETA: 11s 11/27 [===========>..................] - ETA: 11s 12/27 [============>.................] - ETA: 10s 13/27 [=============>................] - ETA: 9s  14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 8s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 6s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 4s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 2s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 18s 700ms/step 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 [======>.......................] - ETA: 13s 8/27 [=======>......................] - ETA: 13s 9/27 [=========>....................] - ETA: 12s 10/27 [==========>...................] - ETA: 11s 11/27 [===========>..................] - ETA: 11s 12/27 [============>.................] - ETA: 10s 13/27 [=============>................] - ETA: 9s  14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 8s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 6s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 4s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 2s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 18s 701ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 [======>.......................] - ETA: 13s 8/27 [=======>......................] - ETA: 13s 9/27 [=========>....................] - ETA: 12s 10/27 [==========>...................] - ETA: 11s 11/27 [===========>..................] - ETA: 11s 12/27 [============>.................] - ETA: 10s 13/27 [=============>................] - ETA: 9s  14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 8s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 6s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 4s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 2s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 18s 701ms/step 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 [======>.......................] - ETA: 13s 8/27 [=======>......................] - ETA: 13s 9/27 [=========>....................] - ETA: 12s 10/27 [==========>...................] - ETA: 11s 11/27 [===========>..................] - ETA: 11s 12/27 [============>.................] - ETA: 10s 13/27 [=============>................] - ETA: 9s  14/27 [==============>...............] - ETA: 9s 15/27 [===============>..............] - ETA: 8s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 6s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 4s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 2s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 18s 702ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 [======>.......................] - ETA: 13s 8/27 [=======>......................] - ETA: 13s 9/27 [=========>....................] - ETA: 12s 10/27 [==========>...................] - ETA: 11s 11/27 [===========>..................] - ETA: 11s 12/27 [============>.................] - ETA: 10s 13/27 [=============>................] - ETA: 9s  14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 8s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 6s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 4s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 2s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 18s 702ms/step 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 [======>.......................] - ETA: 13s 8/27 [=======>......................] - ETA: 13s 9/27 [=========>....................] - ETA: 12s 10/27 [==========>...................] - ETA: 11s 11/27 [===========>..................] - ETA: 11s 12/27 [============>.................] - ETA: 10s 13/27 [=============>................] - ETA: 9s  14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 8s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 6s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 4s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 2s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 18s 702ms/step Saving marginal footprints 2022-03-25_11-03-18: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//footprints 2022-03-25_11-03-18: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "functional_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/27 [>.............................] - ETA: 1:19 3/27 [==>...........................] - ETA: 0s  4/27 [===>..........................] - ETA: 0s 5/27 [====>.........................] - ETA: 0s 6/27 [=====>........................] - ETA: 0s 7/27 [======>.......................] - ETA: 0s 8/27 [=======>......................] - ETA: 0s 9/27 [=========>....................] - ETA: 0s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 5s 68ms/step 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 2s 58ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 2s 58ms/step 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 2s 58ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 2s 58ms/step 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 2s 58ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 2s 58ms/step 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 2s 58ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 2s 58ms/step 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 2s 58ms/step Saving marginal footprints