2023-01-31_01-30-33: 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=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818HHN//preprocessing/bigWigs/ENCSR818HHN.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818HHN//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818HHN//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.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/ENCSR146KFX/fold_4/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr5', 'chr6', 'chr8', 'chr9', 'chr11', 'chr12', 'chr14', 'chr15', 'chr16', 'chr20', 'chr22', 'chrY', 'chr10', 'chr18'] Number of peaks input: 157667 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 157667 Number of peaks input: 42333 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 42333 Number of non peaks input: 155760 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 155760 Number of non peaks input: 44239 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 44239 Number of peaks after removing outliers: 155931 Number of nonpeaks after removing outliers: 137752 got the model Model: "model" __________________________________________________________________________________________________ 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 1/4305 [..............................] - ETA: 31:08:24 10/4305 [..............................] - ETA: 26s  18/4305 [..............................] - ETA: 27s 26/4305 [..............................] - ETA: 27s 34/4305 [..............................] - ETA: 27s 42/4305 [..............................] - ETA: 27s 50/4305 [..............................] - ETA: 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4243/4305 [============================>.] - ETA: 0s 4251/4305 [============================>.] - ETA: 0s 4259/4305 [============================>.] - ETA: 0s 4267/4305 [============================>.] - ETA: 0s 4275/4305 [============================>.] - ETA: 0s 4283/4305 [============================>.] - ETA: 0s 4291/4305 [============================>.] - ETA: 0s 4299/4305 [============================>.] - ETA: 0s 4305/4305 [==============================] - ETA: 0s 4305/4305 [==============================] - 71s 11ms/step 2023-01-31_01-39-12: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818HHN//preprocessing/bigWigs/ENCSR818HHN.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.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': '23.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(140856, 10) loading nonpeaks... got split:train for bed regions:(125723, 10) loading peaks... got split:valid for bed regions:(15075, 10) loading nonpeaks... got split:valid for bed regions:(12029, 10) Epoch 1/50 1/2421 [..............................] - ETA: 143:27:01 - loss: 661.9012 - logits_profile_predictions_loss: 646.4132 - logcount_predictions_loss: 0.6591 2/2421 [..............................] - ETA: 12:46 - loss: 672.8454 - logits_profile_predictions_loss: 657.6186 - logcount_predictions_loss: 0.6480  3/2421 [..............................] - ETA: 12:40 - loss: 684.9589 - logits_profile_predictions_loss: 657.9912 - logcount_predictions_loss: 1.1476 4/2421 [..............................] - ETA: 12:37 - loss: 688.6377 - logits_profile_predictions_loss: 657.9812 - logcount_predictions_loss: 1.3045 5/2421 [..............................] - ETA: 12:37 - loss: 692.9015 - logits_profile_predictions_loss: 660.8852 - logcount_predictions_loss: 1.3624 6/2421 [..............................] - ETA: 12:36 - loss: 693.7598 - logits_profile_predictions_loss: 661.4106 - logcount_predictions_loss: 1.3766 7/2421 [..............................] - ETA: 12:35 - loss: 691.8283 - logits_profile_predictions_loss: 659.6883 - logcount_predictions_loss: 1.3677 8/2421 [..............................] - ETA: 12:34 - loss: 690.9692 - logits_profile_predictions_loss: 659.1655 - logcount_predictions_loss: 1.3533 9/2421 [..............................] - ETA: 12:34 - loss: 689.6444 - logits_profile_predictions_loss: 658.3065 - logcount_predictions_loss: 1.3335 10/2421 [..............................] - ETA: 12:33 - loss: 688.2865 - logits_profile_predictions_loss: 657.4358 - logcount_predictions_loss: 1.3128 11/2421 [..............................] - ETA: 12:33 - loss: 687.3244 - logits_profile_predictions_loss: 656.9302 - logcount_predictions_loss: 1.2934 12/2421 [..............................] - ETA: 12:32 - loss: 686.0667 - logits_profile_predictions_loss: 656.1590 - logcount_predictions_loss: 1.2727 13/2421 [..............................] - ETA: 12:32 - loss: 684.7443 - logits_profile_predictions_loss: 655.3072 - logcount_predictions_loss: 1.2526 14/2421 [..............................] - ETA: 12:32 - loss: 683.4734 - logits_profile_predictions_loss: 654.4691 - logcount_predictions_loss: 1.2342 15/2421 [..............................] - ETA: 12:31 - loss: 682.0734 - logits_profile_predictions_loss: 653.4901 - logcount_predictions_loss: 1.2163 16/2421 [..............................] - ETA: 12:31 - loss: 681.0833 - logits_profile_predictions_loss: 652.8824 - logcount_predictions_loss: 1.2000 17/2421 [..............................] - ETA: 12:30 - loss: 680.2666 - logits_profile_predictions_loss: 652.4046 - logcount_predictions_loss: 1.1856 18/2421 [..............................] - ETA: 12:30 - loss: 679.5770 - logits_profile_predictions_loss: 652.0373 - logcount_predictions_loss: 1.1719 19/2421 [..............................] - ETA: 12:30 - loss: 679.1909 - logits_profile_predictions_loss: 651.9420 - logcount_predictions_loss: 1.1595 20/2421 [..............................] - ETA: 12:29 - loss: 678.8770 - logits_profile_predictions_loss: 651.8946 - logcount_predictions_loss: 1.1482 21/2421 [..............................] - ETA: 12:29 - loss: 678.7261 - logits_profile_predictions_loss: 651.9873 - logcount_predictions_loss: 1.1378 22/2421 [..............................] - ETA: 12:29 - loss: 678.6396 - logits_profile_predictions_loss: 652.1312 - logcount_predictions_loss: 1.1280 23/2421 [..............................] - ETA: 12:28 - loss: 678.5599 - logits_profile_predictions_loss: 652.2694 - logcount_predictions_loss: 1.1187 24/2421 [..............................] - ETA: 12:28 - loss: 678.3467 - logits_profile_predictions_loss: 652.2756 - logcount_predictions_loss: 1.1094 25/2421 [..............................] - ETA: 12:28 - loss: 678.0640 - logits_profile_predictions_loss: 652.2051 - logcount_predictions_loss: 1.1004 26/2421 [..............................] - ETA: 12:28 - loss: 677.8673 - logits_profile_predictions_loss: 652.2074 - logcount_predictions_loss: 1.0919 27/2421 [..............................] - ETA: 12:27 - loss: 677.6988 - logits_profile_predictions_loss: 652.2216 - logcount_predictions_loss: 1.0841 28/2421 [..............................] - ETA: 12:27 - loss: 677.4857 - logits_profile_predictions_loss: 652.1833 - logcount_predictions_loss: 1.0767 29/2421 [..............................] - ETA: 12:27 - loss: 677.3149 - logits_profile_predictions_loss: 652.1739 - logcount_predictions_loss: 1.0698 30/2421 [..............................] - ETA: 12:26 - loss: 677.1412 - logits_profile_predictions_loss: 652.1551 - logcount_predictions_loss: 1.0632 31/2421 [..............................] - ETA: 12:26 - loss: 676.9299 - logits_profile_predictions_loss: 652.0940 - logcount_predictions_loss: 1.0568 32/2421 [..............................] - ETA: 12:26 - loss: 676.7274 - logits_profile_predictions_loss: 652.0327 - logcount_predictions_loss: 1.0508 33/2421 [..............................] - ETA: 12:26 - loss: 676.5206 - logits_profile_predictions_loss: 651.9639 - logcount_predictions_loss: 1.0450 34/2421 [..............................] - ETA: 12:25 - loss: 676.2889 - logits_profile_predictions_loss: 651.8687 - logcount_predictions_loss: 1.0392 35/2421 [..............................] - ETA: 12:25 - loss: 676.0250 - logits_profile_predictions_loss: 651.7379 - logcount_predictions_loss: 1.0335 36/2421 [..............................] - ETA: 12:25 - loss: 675.7407 - logits_profile_predictions_loss: 651.5842 - logcount_predictions_loss: 1.0279 37/2421 [..............................] - ETA: 12:24 - loss: 675.4629 - logits_profile_predictions_loss: 651.4335 - logcount_predictions_loss: 1.0225 38/2421 [..............................] - ETA: 12:24 - loss: 675.1930 - logits_profile_predictions_loss: 651.2829 - logcount_predictions_loss: 1.0174 39/2421 [..............................] - ETA: 12:24 - loss: 674.9360 - logits_profile_predictions_loss: 651.1413 - logcount_predictions_loss: 1.0125 40/2421 [..............................] - ETA: 12:24 - loss: 674.7203 - logits_profile_predictions_loss: 651.0339 - logcount_predictions_loss: 1.0079 41/2421 [..............................] - ETA: 12:23 - loss: 674.4454 - logits_profile_predictions_loss: 650.8671 - logcount_predictions_loss: 1.0033 42/2421 [..............................] - ETA: 12:23 - loss: 674.1348 - logits_profile_predictions_loss: 650.6636 - logcount_predictions_loss: 0.9988 43/2421 [..............................] - ETA: 12:23 - loss: 673.8028 - logits_profile_predictions_loss: 650.4378 - logcount_predictions_loss: 0.9943 44/2421 [..............................] - ETA: 12:23 - loss: 673.5166 - logits_profile_predictions_loss: 650.2516 - logcount_predictions_loss: 0.9900 45/2421 [..............................] - ETA: 12:22 - loss: 673.2182 - logits_profile_predictions_loss: 650.0501 - logcount_predictions_loss: 0.9859 46/2421 [..............................] - ETA: 12:22 - loss: 672.9384 - logits_profile_predictions_loss: 649.8631 - logcount_predictions_loss: 0.9819 47/2421 [..............................] - ETA: 12:22 - loss: 672.6830 - logits_profile_predictions_loss: 649.6967 - logcount_predictions_loss: 0.9781 48/2421 [..............................] - ETA: 12:22 - loss: 672.4212 - logits_profile_predictions_loss: 649.5228 - logcount_predictions_loss: 0.9744 49/2421 [..............................] - ETA: 12:22 - loss: 672.1446 - logits_profile_predictions_loss: 649.3323 - logcount_predictions_loss: 0.9707 50/2421 [..............................] - ETA: 12:21 - loss: 671.8924 - logits_profile_predictions_loss: 649.1625 - logcount_predictions_loss: 0.9672 51/2421 [..............................] - ETA: 12:21 - loss: 671.6282 - logits_profile_predictions_loss: 648.9784 - logcount_predictions_loss: 0.9638 52/2421 [..............................] - ETA: 12:21 - loss: 671.4090 - logits_profile_predictions_loss: 648.8350 - logcount_predictions_loss: 0.9606 53/2421 [..............................] - ETA: 12:21 - loss: 671.2126 - logits_profile_predictions_loss: 648.7099 - logcount_predictions_loss: 0.9576 54/2421 [..............................] - ETA: 12:20 - loss: 671.0158 - logits_profile_predictions_loss: 648.5834 - logcount_predictions_loss: 0.9546 55/2421 [..............................] - ETA: 12:20 - loss: 670.8106 - logits_profile_predictions_loss: 648.4468 - logcount_predictions_loss: 0.9516 56/2421 [..............................] - ETA: 12:20 - loss: 670.6166 - logits_profile_predictions_loss: 648.3193 - logcount_predictions_loss: 0.9488 57/2421 [..............................] - ETA: 12:20 - loss: 670.4288 - logits_profile_predictions_loss: 648.1963 - logcount_predictions_loss: 0.9461 58/2421 [..............................] - ETA: 12:19 - loss: 670.2547 - logits_profile_predictions_loss: 648.0855 - logcount_predictions_loss: 0.9434 59/2421 [..............................] - ETA: 12:19 - loss: 670.0793 - logits_profile_predictions_loss: 647.9726 - logcount_predictions_loss: 0.9407 60/2421 [..............................] - ETA: 12:19 - loss: 669.9248 - logits_profile_predictions_loss: 647.8776 - logcount_predictions_loss: 0.9382 61/2421 [..............................] - ETA: 12:19 - loss: 669.7672 - logits_profile_predictions_loss: 647.7777 - logcount_predictions_loss: 0.9357 62/2421 [..............................] - ETA: 12:19 - loss: 669.6138 - logits_profile_predictions_loss: 647.6803 - logcount_predictions_loss: 0.9333 63/2421 [..............................] - ETA: 12:18 - loss: 669.4696 - logits_profile_predictions_loss: 647.5903 - logcount_predictions_loss: 0.9310 64/2421 [..............................] - ETA: 12:18 - loss: 669.3125 - logits_profile_predictions_loss: 647.4874 - logcount_predictions_loss: 0.9287 65/2421 [..............................] - ETA: 12:18 - loss: 669.1647 - logits_profile_predictions_loss: 647.3918 - logcount_predictions_loss: 0.9265 66/2421 [..............................] - ETA: 12:18 - loss: 669.0132 - logits_profile_predictions_loss: 647.2923 - logcount_predictions_loss: 0.9243 67/2421 [..............................] - ETA: 12:17 - loss: 668.8542 - logits_profile_predictions_loss: 647.1850 - logcount_predictions_loss: 0.9221 68/2421 [..............................] - ETA: 12:17 - loss: 668.6837 - logits_profile_predictions_loss: 647.0664 - logcount_predictions_loss: 0.9199 69/2421 [..............................] - ETA: 12:17 - loss: 668.5256 - logits_profile_predictions_loss: 646.9578 - logcount_predictions_loss: 0.9178 70/2421 [..............................] - ETA: 12:17 - loss: 668.3563 - logits_profile_predictions_loss: 646.8378 - logcount_predictions_loss: 0.9157 71/2421 [..............................] - ETA: 12:17 - loss: 668.1946 - logits_profile_predictions_loss: 646.7242 - logcount_predictions_loss: 0.9136 72/2421 [..............................] - ETA: 12:16 - loss: 668.0569 - logits_profile_predictions_loss: 646.6313 - logcount_predictions_loss: 0.9117 73/2421 [..............................] - ETA: 12:16 - loss: 667.9420 - logits_profile_predictions_loss: 646.5587 - logcount_predictions_loss: 0.9099 74/2421 [..............................] - ETA: 12:16 - loss: 667.8437 - logits_profile_predictions_loss: 646.5006 - logcount_predictions_loss: 0.9082 75/2421 [..............................] - ETA: 12:16 - loss: 667.7521 - logits_profile_predictions_loss: 646.4472 - logcount_predictions_loss: 0.9066 76/2421 [..............................] - ETA: 12:16 - loss: 667.6616 - logits_profile_predictions_loss: 646.3945 - logcount_predictions_loss: 0.9050 77/2421 [..............................] - ETA: 12:15 - loss: 667.5746 - logits_profile_predictions_loss: 646.3443 - logcount_predictions_loss: 0.9034 78/2421 [..............................] - ETA: 12:15 - loss: 667.4810 - logits_profile_predictions_loss: 646.2874 - logcount_predictions_loss: 0.9019 79/2421 [..............................] - ETA: 12:15 - loss: 667.3891 - logits_profile_predictions_loss: 646.2316 - logcount_predictions_loss: 0.9003 80/2421 [..............................] - ETA: 12:15 - loss: 667.3011 - logits_profile_predictions_loss: 646.1788 - logcount_predictions_loss: 0.8988 81/2421 [>.............................] - ETA: 12:15 - loss: 667.2262 - logits_profile_predictions_loss: 646.1372 - logcount_predictions_loss: 0.8974 82/2421 [>.............................] - ETA: 12:14 - loss: 667.1527 - logits_profile_predictions_loss: 646.0966 - logcount_predictions_loss: 0.8960 83/2421 [>.............................] - ETA: 12:14 - loss: 667.0793 - logits_profile_predictions_loss: 646.0559 - logcount_predictions_loss: 0.8946 84/2421 [>.............................] - ETA: 12:14 - loss: 667.0248 - logits_profile_predictions_loss: 646.0320 - logcount_predictions_loss: 0.8933 85/2421 [>.............................] - ETA: 12:14 - loss: 666.9636 - logits_profile_predictions_loss: 646.0017 - logcount_predictions_loss: 0.8920 86/2421 [>.............................] - ETA: 12:14 - loss: 666.8957 - logits_profile_predictions_loss: 645.9648 - logcount_predictions_loss: 0.8907 87/2421 [>.............................] - ETA: 12:13 - loss: 666.8352 - logits_profile_predictions_loss: 645.9343 - logcount_predictions_loss: 0.8894 88/2421 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[==>...........................] - ETA: 35:31 - loss: 660.1889 - logits_profile_predictions_loss: 641.5842 - logcount_predictions_loss: 0.7917 297/2421 [==>...........................] - ETA: 35:25 - loss: 660.1721 - logits_profile_predictions_loss: 641.5713 - logcount_predictions_loss: 0.7915 298/2421 [==>...........................] - ETA: 35:19 - loss: 660.1549 - logits_profile_predictions_loss: 641.5580 - logcount_predictions_loss: 0.7914 299/2421 [==>...........................] - ETA: 35:14 - loss: 660.1378 - logits_profile_predictions_loss: 641.5448 - logcount_predictions_loss: 0.7912 300/2421 [==>...........................] - ETA: 35:08 - loss: 660.1212 - logits_profile_predictions_loss: 641.5320 - logcount_predictions_loss: 0.7910 301/2421 [==>...........................] - ETA: 35:02 - loss: 660.1045 - logits_profile_predictions_loss: 641.5191 - logcount_predictions_loss: 0.7909 302/2421 [==>...........................] - ETA: 34:56 - loss: 660.0877 - 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[==>...........................] - ETA: 34:17 - loss: 659.9739 - logits_profile_predictions_loss: 641.4182 - logcount_predictions_loss: 0.7896 310/2421 [==>...........................] - ETA: 34:12 - loss: 659.9576 - logits_profile_predictions_loss: 641.4056 - logcount_predictions_loss: 0.7895 311/2421 [==>...........................] - ETA: 34:06 - loss: 659.9409 - logits_profile_predictions_loss: 641.3926 - logcount_predictions_loss: 0.7893 312/2421 [==>...........................] - ETA: 34:01 - loss: 659.9241 - logits_profile_predictions_loss: 641.3795 - logcount_predictions_loss: 0.7891 313/2421 [==>...........................] - ETA: 33:55 - loss: 659.9072 - logits_profile_predictions_loss: 641.3662 - logcount_predictions_loss: 0.7890 314/2421 [==>...........................] - ETA: 33:50 - loss: 659.8903 - logits_profile_predictions_loss: 641.3529 - logcount_predictions_loss: 0.7888 315/2421 [==>...........................] - ETA: 33:45 - loss: 659.8725 - 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[==>...........................] - ETA: 33:09 - loss: 659.7441 - logits_profile_predictions_loss: 641.2363 - logcount_predictions_loss: 0.7876 323/2421 [===>..........................] - ETA: 33:04 - loss: 659.7245 - logits_profile_predictions_loss: 641.2205 - logcount_predictions_loss: 0.7874 324/2421 [===>..........................] - ETA: 32:59 - loss: 659.7044 - logits_profile_predictions_loss: 641.2041 - logcount_predictions_loss: 0.7873 325/2421 [===>..........................] - ETA: 32:54 - loss: 659.6845 - logits_profile_predictions_loss: 641.1880 - logcount_predictions_loss: 0.7871 326/2421 [===>..........................] - ETA: 32:49 - loss: 659.6647 - logits_profile_predictions_loss: 641.1719 - logcount_predictions_loss: 0.7869 327/2421 [===>..........................] - ETA: 32:44 - loss: 659.6453 - logits_profile_predictions_loss: 641.1562 - logcount_predictions_loss: 0.7868 328/2421 [===>..........................] - ETA: 32:39 - loss: 659.6272 - 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[===>..........................] - ETA: 32:06 - loss: 659.5015 - logits_profile_predictions_loss: 641.0409 - logcount_predictions_loss: 0.7856 336/2421 [===>..........................] - ETA: 32:01 - loss: 659.4849 - logits_profile_predictions_loss: 641.0277 - logcount_predictions_loss: 0.7854 337/2421 [===>..........................] - ETA: 31:56 - loss: 659.4684 - logits_profile_predictions_loss: 641.0145 - logcount_predictions_loss: 0.7853 338/2421 [===>..........................] - ETA: 31:52 - loss: 659.4517 - logits_profile_predictions_loss: 641.0011 - logcount_predictions_loss: 0.7851 339/2421 [===>..........................] - ETA: 31:47 - loss: 659.4348 - logits_profile_predictions_loss: 640.9876 - logcount_predictions_loss: 0.7850 340/2421 [===>..........................] - ETA: 31:43 - loss: 659.4179 - logits_profile_predictions_loss: 640.9741 - logcount_predictions_loss: 0.7849 341/2421 [===>..........................] - ETA: 31:38 - loss: 659.4014 - 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[===>..........................] - ETA: 28:37 - loss: 658.7228 - logits_profile_predictions_loss: 640.4115 - logcount_predictions_loss: 0.7792 388/2421 [===>..........................] - ETA: 28:34 - loss: 658.7098 - logits_profile_predictions_loss: 640.4009 - logcount_predictions_loss: 0.7791 389/2421 [===>..........................] - ETA: 28:30 - loss: 658.6965 - logits_profile_predictions_loss: 640.3901 - logcount_predictions_loss: 0.7790 390/2421 [===>..........................] - ETA: 28:27 - loss: 658.6831 - logits_profile_predictions_loss: 640.3790 - logcount_predictions_loss: 0.7789 391/2421 [===>..........................] - ETA: 28:24 - loss: 658.6700 - logits_profile_predictions_loss: 640.3683 - logcount_predictions_loss: 0.7788 392/2421 [===>..........................] - ETA: 28:20 - loss: 658.6564 - logits_profile_predictions_loss: 640.3571 - logcount_predictions_loss: 0.7787 393/2421 [===>..........................] - ETA: 28:17 - loss: 658.6424 - 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[===>..........................] - ETA: 27:53 - loss: 658.5423 - logits_profile_predictions_loss: 640.2622 - logcount_predictions_loss: 0.7779 401/2421 [===>..........................] - ETA: 27:50 - loss: 658.5278 - logits_profile_predictions_loss: 640.2501 - logcount_predictions_loss: 0.7778 402/2421 [===>..........................] - ETA: 27:47 - loss: 658.5134 - logits_profile_predictions_loss: 640.2381 - logcount_predictions_loss: 0.7777 403/2421 [===>..........................] - ETA: 27:44 - loss: 658.4988 - logits_profile_predictions_loss: 640.2259 - logcount_predictions_loss: 0.7776 404/2421 [====>.........................] - ETA: 27:41 - loss: 658.4842 - logits_profile_predictions_loss: 640.2136 - logcount_predictions_loss: 0.7775 405/2421 [====>.........................] - ETA: 27:37 - loss: 658.4700 - logits_profile_predictions_loss: 640.2017 - logcount_predictions_loss: 0.7774 406/2421 [====>.........................] - ETA: 27:34 - loss: 658.4556 - 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[====>.........................] - ETA: 27:12 - loss: 658.3588 - logits_profile_predictions_loss: 640.1086 - logcount_predictions_loss: 0.7766 414/2421 [====>.........................] - ETA: 27:09 - loss: 658.3449 - logits_profile_predictions_loss: 640.0969 - logcount_predictions_loss: 0.7765 415/2421 [====>.........................] - ETA: 27:06 - loss: 658.3307 - logits_profile_predictions_loss: 640.0849 - logcount_predictions_loss: 0.7764 416/2421 [====>.........................] - ETA: 27:03 - loss: 658.3163 - logits_profile_predictions_loss: 640.0728 - logcount_predictions_loss: 0.7763 417/2421 [====>.........................] - ETA: 27:00 - loss: 658.3020 - logits_profile_predictions_loss: 640.0608 - logcount_predictions_loss: 0.7762 418/2421 [====>.........................] - ETA: 26:57 - loss: 658.2875 - logits_profile_predictions_loss: 640.0486 - logcount_predictions_loss: 0.7761 419/2421 [====>.........................] - ETA: 26:54 - loss: 658.2727 - 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[====>.........................] - ETA: 26:33 - loss: 658.1702 - logits_profile_predictions_loss: 639.9490 - logcount_predictions_loss: 0.7754 427/2421 [====>.........................] - ETA: 26:31 - loss: 658.1558 - logits_profile_predictions_loss: 639.9368 - logcount_predictions_loss: 0.7753 428/2421 [====>.........................] - ETA: 26:28 - loss: 658.1416 - logits_profile_predictions_loss: 639.9248 - logcount_predictions_loss: 0.7752 429/2421 [====>.........................] - ETA: 26:25 - loss: 658.1275 - logits_profile_predictions_loss: 639.9128 - logcount_predictions_loss: 0.7751 430/2421 [====>.........................] - ETA: 26:22 - loss: 658.1133 - logits_profile_predictions_loss: 639.9007 - logcount_predictions_loss: 0.7750 431/2421 [====>.........................] - ETA: 26:19 - loss: 658.0991 - logits_profile_predictions_loss: 639.8887 - logcount_predictions_loss: 0.7749 432/2421 [====>.........................] - ETA: 26:16 - loss: 658.0851 - 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[====>.........................] - ETA: 25:57 - loss: 657.9862 - logits_profile_predictions_loss: 639.7926 - logcount_predictions_loss: 0.7742 440/2421 [====>.........................] - ETA: 25:54 - loss: 657.9720 - logits_profile_predictions_loss: 639.7804 - logcount_predictions_loss: 0.7741 441/2421 [====>.........................] - ETA: 25:51 - loss: 657.9575 - logits_profile_predictions_loss: 639.7680 - logcount_predictions_loss: 0.7740 442/2421 [====>.........................] - ETA: 25:48 - loss: 657.9427 - logits_profile_predictions_loss: 639.7553 - logcount_predictions_loss: 0.7739 443/2421 [====>.........................] - ETA: 25:46 - loss: 657.9280 - logits_profile_predictions_loss: 639.7427 - logcount_predictions_loss: 0.7739 444/2421 [====>.........................] - ETA: 25:43 - loss: 657.9131 - logits_profile_predictions_loss: 639.7299 - logcount_predictions_loss: 0.7738 445/2421 [====>.........................] - ETA: 25:40 - loss: 657.8980 - 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[====>.........................] - ETA: 24:48 - loss: 657.6037 - logits_profile_predictions_loss: 639.4629 - logcount_predictions_loss: 0.7720 466/2421 [====>.........................] - ETA: 24:46 - loss: 657.5892 - logits_profile_predictions_loss: 639.4504 - logcount_predictions_loss: 0.7719 467/2421 [====>.........................] - ETA: 24:43 - loss: 657.5748 - logits_profile_predictions_loss: 639.4379 - logcount_predictions_loss: 0.7718 468/2421 [====>.........................] - ETA: 24:41 - loss: 657.5605 - logits_profile_predictions_loss: 639.4256 - logcount_predictions_loss: 0.7717 469/2421 [====>.........................] - ETA: 24:39 - loss: 657.5461 - logits_profile_predictions_loss: 639.4131 - logcount_predictions_loss: 0.7716 470/2421 [====>.........................] - ETA: 24:36 - loss: 657.5319 - logits_profile_predictions_loss: 639.4008 - logcount_predictions_loss: 0.7715 471/2421 [====>.........................] - ETA: 24:34 - loss: 657.5179 - 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[====>.........................] - ETA: 24:17 - loss: 657.4159 - logits_profile_predictions_loss: 639.3001 - logcount_predictions_loss: 0.7709 479/2421 [====>.........................] - ETA: 24:14 - loss: 657.4013 - logits_profile_predictions_loss: 639.2874 - logcount_predictions_loss: 0.7708 480/2421 [====>.........................] - ETA: 24:12 - loss: 657.3868 - logits_profile_predictions_loss: 639.2749 - logcount_predictions_loss: 0.7707 481/2421 [====>.........................] - ETA: 24:10 - loss: 657.3721 - logits_profile_predictions_loss: 639.2620 - logcount_predictions_loss: 0.7707 482/2421 [====>.........................] - ETA: 24:07 - loss: 657.3573 - logits_profile_predictions_loss: 639.2492 - logcount_predictions_loss: 0.7706 483/2421 [====>.........................] - ETA: 24:05 - loss: 657.3428 - logits_profile_predictions_loss: 639.2365 - logcount_predictions_loss: 0.7705 484/2421 [====>.........................] - ETA: 24:03 - loss: 657.3282 - 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[============================>.] - ETA: 8s - loss: 643.8665 - logits_profile_predictions_loss: 628.6215 - logcount_predictions_loss: 0.6487 2403/2421 [============================>.] - ETA: 7s - loss: 643.8611 - logits_profile_predictions_loss: 628.6182 - logcount_predictions_loss: 0.6486 2404/2421 [============================>.] - ETA: 7s - loss: 643.8557 - logits_profile_predictions_loss: 628.6148 - logcount_predictions_loss: 0.6485 2405/2421 [============================>.] - ETA: 6s - loss: 643.8503 - logits_profile_predictions_loss: 628.6114 - logcount_predictions_loss: 0.6484 2406/2421 [============================>.] - ETA: 6s - loss: 643.8450 - logits_profile_predictions_loss: 628.6081 - logcount_predictions_loss: 0.6484 2407/2421 [============================>.] - ETA: 5s - loss: 643.8396 - logits_profile_predictions_loss: 628.6047 - logcount_predictions_loss: 0.6483 2408/2421 [============================>.] - ETA: 5s - loss: 643.8342 - logits_profile_predictions_loss: 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loss: 643.7967 - logits_profile_predictions_loss: 628.5781 - logcount_predictions_loss: 0.6476 2416/2421 [============================>.] - ETA: 2s - loss: 643.7914 - logits_profile_predictions_loss: 628.5747 - logcount_predictions_loss: 0.6475 2417/2421 [============================>.] - ETA: 1s - loss: 643.7860 - logits_profile_predictions_loss: 628.5714 - logcount_predictions_loss: 0.6474 2418/2421 [============================>.] - ETA: 1s - loss: 643.7807 - logits_profile_predictions_loss: 628.5681 - logcount_predictions_loss: 0.6473 2419/2421 [============================>.] - ETA: 0s - loss: 643.7753 - logits_profile_predictions_loss: 628.5648 - logcount_predictions_loss: 0.6472 2420/2421 [============================>.] - ETA: 0s - loss: 643.7700 - logits_profile_predictions_loss: 628.5614 - logcount_predictions_loss: 0.6472 2421/2421 [==============================] - ETA: 0s - loss: 643.7646 - logits_profile_predictions_loss: 628.5581 - logcount_predictions_loss: 0.6471 2421/2421 [==============================] - 1389s 486ms/step - loss: 643.7593 - logits_profile_predictions_loss: 628.5548 - logcount_predictions_loss: 0.6470 - val_loss: 614.3234 - val_logits_profile_predictions_loss: 611.2888 - val_logcount_predictions_loss: 0.1291 Epoch 00001: val_loss improved from inf to 614.32343, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4/chrombpnet.h5 Epoch 2/50 1/2421 [..............................] - ETA: 12:52 - loss: 512.9671 - logits_profile_predictions_loss: 510.4350 - logcount_predictions_loss: 0.1077 2/2421 [..............................] - ETA: 12:24 - loss: 552.1802 - logits_profile_predictions_loss: 549.1215 - logcount_predictions_loss: 0.1302 3/2421 [..............................] - ETA: 12:24 - loss: 566.9672 - logits_profile_predictions_loss: 563.7072 - logcount_predictions_loss: 0.1387 4/2421 [..............................] - ETA: 12:26 - loss: 576.9950 - logits_profile_predictions_loss: 573.5906 - logcount_predictions_loss: 0.1449 5/2421 [..............................] - ETA: 12:26 - loss: 586.7404 - logits_profile_predictions_loss: 583.2178 - logcount_predictions_loss: 0.1499 6/2421 [..............................] - ETA: 12:26 - loss: 593.4518 - logits_profile_predictions_loss: 589.7872 - logcount_predictions_loss: 0.1559 7/2421 [..............................] - ETA: 12:27 - loss: 598.9674 - logits_profile_predictions_loss: 595.2056 - logcount_predictions_loss: 0.1601 8/2421 [..............................] - ETA: 12:27 - loss: 603.4087 - logits_profile_predictions_loss: 599.5886 - logcount_predictions_loss: 0.1626 9/2421 [..............................] - ETA: 12:26 - loss: 606.0828 - logits_profile_predictions_loss: 602.2390 - logcount_predictions_loss: 0.1636 10/2421 [..............................] - ETA: 12:26 - loss: 607.4903 - logits_profile_predictions_loss: 603.6229 - logcount_predictions_loss: 0.1646 11/2421 [..............................] - ETA: 12:26 - loss: 608.9234 - logits_profile_predictions_loss: 605.0350 - logcount_predictions_loss: 0.1655 12/2421 [..............................] - ETA: 12:26 - loss: 610.7779 - logits_profile_predictions_loss: 606.8731 - logcount_predictions_loss: 0.1662 13/2421 [..............................] - ETA: 12:26 - loss: 612.0382 - logits_profile_predictions_loss: 608.1194 - logcount_predictions_loss: 0.1668 14/2421 [..............................] - ETA: 12:26 - loss: 612.6907 - logits_profile_predictions_loss: 608.7674 - logcount_predictions_loss: 0.1669 15/2421 [..............................] - ETA: 12:25 - loss: 613.0529 - logits_profile_predictions_loss: 609.1331 - logcount_predictions_loss: 0.1668 16/2421 [..............................] - ETA: 12:25 - loss: 613.3980 - logits_profile_predictions_loss: 609.4853 - logcount_predictions_loss: 0.1665 17/2421 [..............................] - ETA: 12:25 - loss: 613.4852 - logits_profile_predictions_loss: 609.5838 - logcount_predictions_loss: 0.1660 18/2421 [..............................] - ETA: 12:25 - loss: 613.6865 - logits_profile_predictions_loss: 609.7991 - logcount_predictions_loss: 0.1654 19/2421 [..............................] - ETA: 12:25 - loss: 613.6678 - logits_profile_predictions_loss: 609.7956 - logcount_predictions_loss: 0.1648 20/2421 [..............................] - ETA: 12:24 - loss: 613.9983 - logits_profile_predictions_loss: 610.1341 - logcount_predictions_loss: 0.1644 21/2421 [..............................] - ETA: 12:26 - loss: 614.2592 - logits_profile_predictions_loss: 610.4046 - logcount_predictions_loss: 0.1640 22/2421 [..............................] - ETA: 12:26 - loss: 614.3435 - logits_profile_predictions_loss: 610.4971 - logcount_predictions_loss: 0.1637 23/2421 [..............................] - ETA: 12:25 - loss: 614.3969 - logits_profile_predictions_loss: 610.5585 - logcount_predictions_loss: 0.1633 24/2421 [..............................] - ETA: 12:25 - loss: 614.3980 - logits_profile_predictions_loss: 610.5660 - logcount_predictions_loss: 0.1631 25/2421 [..............................] - ETA: 12:25 - loss: 614.3500 - logits_profile_predictions_loss: 610.5228 - logcount_predictions_loss: 0.1629 26/2421 [..............................] - ETA: 12:25 - loss: 614.2870 - logits_profile_predictions_loss: 610.4620 - logcount_predictions_loss: 0.1628 27/2421 [..............................] - ETA: 12:24 - loss: 614.1772 - logits_profile_predictions_loss: 610.3556 - logcount_predictions_loss: 0.1626 28/2421 [..............................] - ETA: 12:24 - loss: 614.0642 - logits_profile_predictions_loss: 610.2457 - logcount_predictions_loss: 0.1625 29/2421 [..............................] - ETA: 12:24 - loss: 613.9804 - logits_profile_predictions_loss: 610.1653 - logcount_predictions_loss: 0.1623 30/2421 [..............................] - ETA: 12:24 - loss: 613.8602 - logits_profile_predictions_loss: 610.0499 - logcount_predictions_loss: 0.1621 31/2421 [..............................] - ETA: 12:23 - loss: 613.6967 - logits_profile_predictions_loss: 609.8915 - logcount_predictions_loss: 0.1619 32/2421 [..............................] - ETA: 12:23 - loss: 613.5519 - logits_profile_predictions_loss: 609.7506 - logcount_predictions_loss: 0.1618 33/2421 [..............................] - ETA: 12:23 - loss: 613.4230 - logits_profile_predictions_loss: 609.6255 - logcount_predictions_loss: 0.1616 34/2421 [..............................] - ETA: 12:23 - loss: 613.3254 - logits_profile_predictions_loss: 609.5304 - logcount_predictions_loss: 0.1615 35/2421 [..............................] - ETA: 12:23 - loss: 613.2202 - logits_profile_predictions_loss: 609.4288 - logcount_predictions_loss: 0.1613 36/2421 [..............................] - ETA: 12:22 - loss: 613.1319 - logits_profile_predictions_loss: 609.3448 - logcount_predictions_loss: 0.1612 37/2421 [..............................] - ETA: 12:22 - loss: 613.0570 - logits_profile_predictions_loss: 609.2749 - logcount_predictions_loss: 0.1609 38/2421 [..............................] - ETA: 12:22 - loss: 612.9804 - logits_profile_predictions_loss: 609.2037 - logcount_predictions_loss: 0.1607 39/2421 [..............................] - ETA: 12:22 - loss: 612.8569 - logits_profile_predictions_loss: 609.0854 - logcount_predictions_loss: 0.1605 40/2421 [..............................] - ETA: 12:21 - loss: 612.7913 - logits_profile_predictions_loss: 609.0239 - logcount_predictions_loss: 0.1603 41/2421 [..............................] - ETA: 12:21 - loss: 612.7121 - logits_profile_predictions_loss: 608.9479 - logcount_predictions_loss: 0.1602 42/2421 [..............................] - ETA: 12:21 - loss: 612.6167 - logits_profile_predictions_loss: 608.8566 - logcount_predictions_loss: 0.1600 43/2421 [..............................] - ETA: 12:21 - loss: 612.5433 - 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[..............................] - ETA: 12:19 - loss: 612.0215 - logits_profile_predictions_loss: 608.2935 - logcount_predictions_loss: 0.1586 51/2421 [..............................] - ETA: 12:19 - loss: 611.9858 - logits_profile_predictions_loss: 608.2607 - logcount_predictions_loss: 0.1585 52/2421 [..............................] - ETA: 12:19 - loss: 611.9639 - logits_profile_predictions_loss: 608.2420 - logcount_predictions_loss: 0.1584 53/2421 [..............................] - ETA: 12:19 - loss: 611.9428 - logits_profile_predictions_loss: 608.2236 - logcount_predictions_loss: 0.1583 54/2421 [..............................] - ETA: 12:19 - loss: 611.9265 - logits_profile_predictions_loss: 608.2099 - logcount_predictions_loss: 0.1582 55/2421 [..............................] - ETA: 12:18 - loss: 611.8950 - logits_profile_predictions_loss: 608.1809 - logcount_predictions_loss: 0.1580 56/2421 [..............................] - ETA: 12:18 - loss: 611.8578 - 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[..............................] - ETA: 12:17 - loss: 611.4967 - logits_profile_predictions_loss: 607.7987 - logcount_predictions_loss: 0.1574 64/2421 [..............................] - ETA: 12:17 - loss: 611.4569 - logits_profile_predictions_loss: 607.7607 - logcount_predictions_loss: 0.1573 65/2421 [..............................] - ETA: 12:17 - loss: 611.4128 - logits_profile_predictions_loss: 607.7183 - logcount_predictions_loss: 0.1572 66/2421 [..............................] - ETA: 12:16 - loss: 611.3679 - logits_profile_predictions_loss: 607.6750 - logcount_predictions_loss: 0.1571 67/2421 [..............................] - ETA: 12:16 - loss: 611.3234 - logits_profile_predictions_loss: 607.6321 - logcount_predictions_loss: 0.1571 68/2421 [..............................] - ETA: 12:16 - loss: 611.2813 - logits_profile_predictions_loss: 607.5915 - logcount_predictions_loss: 0.1570 69/2421 [..............................] - ETA: 12:16 - loss: 611.2519 - 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[..............................] - ETA: 12:15 - loss: 610.9680 - logits_profile_predictions_loss: 607.2909 - logcount_predictions_loss: 0.1565 77/2421 [..............................] - ETA: 12:15 - loss: 610.9249 - logits_profile_predictions_loss: 607.2494 - logcount_predictions_loss: 0.1564 78/2421 [..............................] - ETA: 12:15 - loss: 610.8801 - logits_profile_predictions_loss: 607.2061 - logcount_predictions_loss: 0.1563 79/2421 [..............................] - ETA: 12:14 - loss: 610.8342 - logits_profile_predictions_loss: 607.1613 - logcount_predictions_loss: 0.1563 80/2421 [..............................] - ETA: 12:14 - loss: 610.7930 - logits_profile_predictions_loss: 607.1211 - logcount_predictions_loss: 0.1563 81/2421 [>.............................] - ETA: 12:14 - loss: 610.7491 - logits_profile_predictions_loss: 607.0782 - logcount_predictions_loss: 0.1562 82/2421 [>.............................] - ETA: 12:14 - loss: 610.7096 - 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[>.............................] - ETA: 12:13 - loss: 610.4877 - logits_profile_predictions_loss: 606.8239 - logcount_predictions_loss: 0.1559 90/2421 [>.............................] - ETA: 12:13 - loss: 610.4597 - logits_profile_predictions_loss: 606.7965 - logcount_predictions_loss: 0.1559 91/2421 [>.............................] - ETA: 12:13 - loss: 610.4443 - logits_profile_predictions_loss: 606.7817 - logcount_predictions_loss: 0.1559 92/2421 [>.............................] - ETA: 12:13 - loss: 610.4364 - logits_profile_predictions_loss: 606.7744 - logcount_predictions_loss: 0.1558 93/2421 [>.............................] - ETA: 12:12 - loss: 610.4285 - logits_profile_predictions_loss: 606.7671 - logcount_predictions_loss: 0.1558 94/2421 [>.............................] - ETA: 12:12 - loss: 610.4180 - logits_profile_predictions_loss: 606.7571 - logcount_predictions_loss: 0.1558 95/2421 [>.............................] - ETA: 12:12 - loss: 610.4078 - 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[=====>........................] - ETA: 10:48 - loss: 612.4850 - logits_profile_predictions_loss: 608.9446 - logcount_predictions_loss: 0.1507 506/2421 [=====>........................] - ETA: 10:48 - loss: 612.4839 - logits_profile_predictions_loss: 608.9436 - logcount_predictions_loss: 0.1507 507/2421 [=====>........................] - ETA: 10:48 - loss: 612.4829 - logits_profile_predictions_loss: 608.9428 - logcount_predictions_loss: 0.1506 508/2421 [=====>........................] - ETA: 10:48 - loss: 612.4819 - logits_profile_predictions_loss: 608.9420 - logcount_predictions_loss: 0.1506 509/2421 [=====>........................] - ETA: 10:47 - loss: 612.4808 - logits_profile_predictions_loss: 608.9411 - logcount_predictions_loss: 0.1506 510/2421 [=====>........................] - ETA: 10:47 - loss: 612.4799 - logits_profile_predictions_loss: 608.9403 - logcount_predictions_loss: 0.1506 511/2421 [=====>........................] - ETA: 10:47 - loss: 612.4788 - 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[===========================>..] - ETA: 28s - loss: 612.7447 - logits_profile_predictions_loss: 609.3077 - logcount_predictions_loss: 0.1462 2339/2421 [===========================>..] - ETA: 28s - loss: 612.7448 - logits_profile_predictions_loss: 609.3078 - logcount_predictions_loss: 0.1462 2340/2421 [===========================>..] - ETA: 27s - loss: 612.7449 - logits_profile_predictions_loss: 609.3079 - logcount_predictions_loss: 0.1462 2341/2421 [============================>.] - ETA: 27s - loss: 612.7450 - logits_profile_predictions_loss: 609.3081 - logcount_predictions_loss: 0.1462 2342/2421 [============================>.] - ETA: 27s - loss: 612.7451 - logits_profile_predictions_loss: 609.3082 - logcount_predictions_loss: 0.1462 2343/2421 [============================>.] - ETA: 26s - loss: 612.7452 - logits_profile_predictions_loss: 609.3083 - logcount_predictions_loss: 0.1462 2344/2421 [============================>.] - ETA: 26s - loss: 612.7453 - 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[============================>.] - ETA: 23s - loss: 612.7461 - logits_profile_predictions_loss: 609.3095 - logcount_predictions_loss: 0.1462 2352/2421 [============================>.] - ETA: 23s - loss: 612.7462 - logits_profile_predictions_loss: 609.3097 - logcount_predictions_loss: 0.1462 2353/2421 [============================>.] - ETA: 23s - loss: 612.7463 - logits_profile_predictions_loss: 609.3099 - logcount_predictions_loss: 0.1462 2354/2421 [============================>.] - ETA: 22s - loss: 612.7464 - logits_profile_predictions_loss: 609.3100 - logcount_predictions_loss: 0.1462 2355/2421 [============================>.] - ETA: 22s - loss: 612.7465 - logits_profile_predictions_loss: 609.3101 - logcount_predictions_loss: 0.1462 2356/2421 [============================>.] - ETA: 22s - loss: 612.7467 - logits_profile_predictions_loss: 609.3103 - logcount_predictions_loss: 0.1462 2357/2421 [============================>.] - ETA: 21s - loss: 612.7468 - 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[============================>.] - ETA: 19s - loss: 612.7476 - logits_profile_predictions_loss: 609.3115 - logcount_predictions_loss: 0.1462 2365/2421 [============================>.] - ETA: 19s - loss: 612.7477 - logits_profile_predictions_loss: 609.3117 - logcount_predictions_loss: 0.1462 2366/2421 [============================>.] - ETA: 18s - loss: 612.7478 - logits_profile_predictions_loss: 609.3118 - logcount_predictions_loss: 0.1462 2367/2421 [============================>.] - ETA: 18s - loss: 612.7479 - logits_profile_predictions_loss: 609.3120 - logcount_predictions_loss: 0.1462 2368/2421 [============================>.] - ETA: 18s - loss: 612.7480 - logits_profile_predictions_loss: 609.3121 - logcount_predictions_loss: 0.1462 2369/2421 [============================>.] - ETA: 17s - loss: 612.7481 - logits_profile_predictions_loss: 609.3123 - logcount_predictions_loss: 0.1462 2370/2421 [============================>.] - ETA: 17s - loss: 612.7483 - 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[============================>.] - ETA: 15s - loss: 612.7493 - logits_profile_predictions_loss: 609.3137 - logcount_predictions_loss: 0.1462 2378/2421 [============================>.] - ETA: 14s - loss: 612.7494 - logits_profile_predictions_loss: 609.3139 - logcount_predictions_loss: 0.1462 2379/2421 [============================>.] - ETA: 14s - loss: 612.7496 - logits_profile_predictions_loss: 609.3141 - logcount_predictions_loss: 0.1462 2380/2421 [============================>.] - ETA: 14s - loss: 612.7497 - logits_profile_predictions_loss: 609.3143 - logcount_predictions_loss: 0.1462 2381/2421 [============================>.] - ETA: 13s - loss: 612.7499 - logits_profile_predictions_loss: 609.3145 - logcount_predictions_loss: 0.1462 2382/2421 [============================>.] - ETA: 13s - loss: 612.7500 - logits_profile_predictions_loss: 609.3147 - logcount_predictions_loss: 0.1462 2383/2421 [============================>.] - ETA: 13s - loss: 612.7502 - logits_profile_predictions_loss: 609.3149 - logcount_predictions_loss: 0.1462 2384/2421 [============================>.] - ETA: 12s - loss: 612.7503 - logits_profile_predictions_loss: 609.3151 - logcount_predictions_loss: 0.1462 2385/2421 [============================>.] - ETA: 12s - loss: 612.7505 - logits_profile_predictions_loss: 609.3153 - logcount_predictions_loss: 0.1462 2386/2421 [============================>.] - ETA: 11s - loss: 612.7506 - logits_profile_predictions_loss: 609.3155 - logcount_predictions_loss: 0.1462 2387/2421 [============================>.] - ETA: 11s - loss: 612.7508 - logits_profile_predictions_loss: 609.3156 - logcount_predictions_loss: 0.1462 2388/2421 [============================>.] - ETA: 11s - loss: 612.7509 - logits_profile_predictions_loss: 609.3158 - logcount_predictions_loss: 0.1462 2389/2421 [============================>.] - ETA: 10s - loss: 612.7510 - logits_profile_predictions_loss: 609.3160 - logcount_predictions_loss: 0.1462 2390/2421 [============================>.] - ETA: 10s - loss: 612.7512 - logits_profile_predictions_loss: 609.3162 - logcount_predictions_loss: 0.1462 2391/2421 [============================>.] - ETA: 10s - loss: 612.7513 - logits_profile_predictions_loss: 609.3163 - logcount_predictions_loss: 0.1462 2392/2421 [============================>.] - ETA: 9s - loss: 612.7514 - logits_profile_predictions_loss: 609.3165 - logcount_predictions_loss: 0.1462  2393/2421 [============================>.] - ETA: 9s - loss: 612.7515 - logits_profile_predictions_loss: 609.3166 - logcount_predictions_loss: 0.1462 2394/2421 [============================>.] - ETA: 9s - loss: 612.7516 - logits_profile_predictions_loss: 609.3168 - logcount_predictions_loss: 0.1462 2395/2421 [============================>.] - ETA: 8s - loss: 612.7518 - logits_profile_predictions_loss: 609.3170 - logcount_predictions_loss: 0.1462 2396/2421 [============================>.] - ETA: 8s - loss: 612.7519 - logits_profile_predictions_loss: 609.3171 - logcount_predictions_loss: 0.1461 2397/2421 [============================>.] - ETA: 8s - loss: 612.7520 - logits_profile_predictions_loss: 609.3173 - logcount_predictions_loss: 0.1461 2398/2421 [============================>.] - ETA: 7s - loss: 612.7522 - logits_profile_predictions_loss: 609.3175 - logcount_predictions_loss: 0.1461 2399/2421 [============================>.] - ETA: 7s - loss: 612.7523 - logits_profile_predictions_loss: 609.3176 - logcount_predictions_loss: 0.1461 2400/2421 [============================>.] - ETA: 7s - loss: 612.7524 - logits_profile_predictions_loss: 609.3178 - logcount_predictions_loss: 0.1461 2401/2421 [============================>.] - ETA: 6s - loss: 612.7525 - logits_profile_predictions_loss: 609.3179 - logcount_predictions_loss: 0.1461 2402/2421 [============================>.] - ETA: 6s - loss: 612.7526 - logits_profile_predictions_loss: 609.3181 - logcount_predictions_loss: 0.1461 2403/2421 [============================>.] - ETA: 6s - loss: 612.7527 - logits_profile_predictions_loss: 609.3183 - logcount_predictions_loss: 0.1461 2404/2421 [============================>.] - ETA: 5s - loss: 612.7529 - logits_profile_predictions_loss: 609.3184 - logcount_predictions_loss: 0.1461 2405/2421 [============================>.] - ETA: 5s - loss: 612.7530 - logits_profile_predictions_loss: 609.3186 - logcount_predictions_loss: 0.1461 2406/2421 [============================>.] - ETA: 5s - loss: 612.7531 - logits_profile_predictions_loss: 609.3187 - logcount_predictions_loss: 0.1461 2407/2421 [============================>.] - ETA: 4s - loss: 612.7532 - logits_profile_predictions_loss: 609.3189 - logcount_predictions_loss: 0.1461 2408/2421 [============================>.] - ETA: 4s - loss: 612.7533 - logits_profile_predictions_loss: 609.3190 - logcount_predictions_loss: 0.1461 2409/2421 [============================>.] - ETA: 4s - loss: 612.7534 - logits_profile_predictions_loss: 609.3192 - logcount_predictions_loss: 0.1461 2410/2421 [============================>.] - ETA: 3s - loss: 612.7536 - logits_profile_predictions_loss: 609.3193 - logcount_predictions_loss: 0.1461 2411/2421 [============================>.] - ETA: 3s - loss: 612.7537 - logits_profile_predictions_loss: 609.3195 - logcount_predictions_loss: 0.1461 2412/2421 [============================>.] - ETA: 3s - loss: 612.7538 - logits_profile_predictions_loss: 609.3197 - logcount_predictions_loss: 0.1461 2413/2421 [============================>.] - ETA: 2s - loss: 612.7539 - logits_profile_predictions_loss: 609.3198 - logcount_predictions_loss: 0.1461 2414/2421 [============================>.] - ETA: 2s - loss: 612.7540 - logits_profile_predictions_loss: 609.3200 - logcount_predictions_loss: 0.1461 2415/2421 [============================>.] - ETA: 2s - loss: 612.7542 - logits_profile_predictions_loss: 609.3201 - logcount_predictions_loss: 0.1461 2416/2421 [============================>.] - ETA: 1s - loss: 612.7543 - logits_profile_predictions_loss: 609.3203 - logcount_predictions_loss: 0.1461 2417/2421 [============================>.] - ETA: 1s - loss: 612.7544 - logits_profile_predictions_loss: 609.3205 - logcount_predictions_loss: 0.1461 2418/2421 [============================>.] - ETA: 1s - loss: 612.7546 - logits_profile_predictions_loss: 609.3207 - logcount_predictions_loss: 0.1461 2419/2421 [============================>.] - ETA: 0s - loss: 612.7547 - logits_profile_predictions_loss: 609.3208 - logcount_predictions_loss: 0.1461 2420/2421 [============================>.] - ETA: 0s - loss: 612.7548 - logits_profile_predictions_loss: 609.3210 - logcount_predictions_loss: 0.1461 2421/2421 [==============================] - ETA: 0s - loss: 612.7549 - logits_profile_predictions_loss: 609.3212 - logcount_predictions_loss: 0.1461 2421/2421 [==============================] - 864s 357ms/step - loss: 612.7551 - logits_profile_predictions_loss: 609.3213 - logcount_predictions_loss: 0.1461 - val_loss: 615.5974 - val_logits_profile_predictions_loss: 612.8321 - val_logcount_predictions_loss: 0.1177 Epoch 00002: val_loss did not improve from 614.32343 Epoch 3/50 1/2421 [..............................] - ETA: 12:52 - loss: 526.1802 - logits_profile_predictions_loss: 523.2902 - logcount_predictions_loss: 0.1230 2/2421 [..............................] - ETA: 13:14 - loss: 537.6666 - logits_profile_predictions_loss: 534.7628 - logcount_predictions_loss: 0.1236 3/2421 [..............................] - ETA: 12:55 - loss: 546.6296 - logits_profile_predictions_loss: 543.6508 - logcount_predictions_loss: 0.1268 4/2421 [..............................] - ETA: 12:50 - loss: 557.3943 - logits_profile_predictions_loss: 554.2720 - logcount_predictions_loss: 0.1329 5/2421 [..............................] - ETA: 12:47 - loss: 562.9499 - logits_profile_predictions_loss: 559.7700 - logcount_predictions_loss: 0.1353 6/2421 [..............................] - ETA: 12:45 - loss: 567.0110 - logits_profile_predictions_loss: 563.7945 - logcount_predictions_loss: 0.1369 7/2421 [..............................] - ETA: 12:44 - loss: 570.3463 - logits_profile_predictions_loss: 567.1181 - logcount_predictions_loss: 0.1374 8/2421 [..............................] - ETA: 12:43 - loss: 573.9446 - logits_profile_predictions_loss: 570.6905 - logcount_predictions_loss: 0.1385 9/2421 [..............................] - ETA: 12:42 - loss: 576.8906 - logits_profile_predictions_loss: 573.6207 - logcount_predictions_loss: 0.1391 10/2421 [..............................] - ETA: 12:42 - loss: 579.3931 - logits_profile_predictions_loss: 576.1045 - logcount_predictions_loss: 0.1399 11/2421 [..............................] - ETA: 12:41 - loss: 582.0289 - logits_profile_predictions_loss: 578.7250 - logcount_predictions_loss: 0.1406 12/2421 [..............................] - ETA: 12:41 - loss: 583.9910 - logits_profile_predictions_loss: 580.6776 - logcount_predictions_loss: 0.1410 13/2421 [..............................] - ETA: 12:40 - loss: 585.7235 - logits_profile_predictions_loss: 582.4082 - logcount_predictions_loss: 0.1411 14/2421 [..............................] - ETA: 12:40 - loss: 587.2208 - logits_profile_predictions_loss: 583.9145 - logcount_predictions_loss: 0.1407 15/2421 [..............................] - ETA: 12:40 - loss: 588.2540 - logits_profile_predictions_loss: 584.9579 - logcount_predictions_loss: 0.1403 16/2421 [..............................] - ETA: 12:39 - loss: 589.0149 - logits_profile_predictions_loss: 585.7286 - logcount_predictions_loss: 0.1398 17/2421 [..............................] - ETA: 12:39 - loss: 589.6350 - logits_profile_predictions_loss: 586.3533 - logcount_predictions_loss: 0.1396 18/2421 [..............................] - ETA: 12:39 - loss: 590.2822 - logits_profile_predictions_loss: 587.0047 - logcount_predictions_loss: 0.1395 19/2421 [..............................] - ETA: 12:39 - loss: 590.7494 - logits_profile_predictions_loss: 587.4786 - logcount_predictions_loss: 0.1392 20/2421 [..............................] - ETA: 12:39 - loss: 591.2252 - logits_profile_predictions_loss: 587.9608 - logcount_predictions_loss: 0.1389 21/2421 [..............................] - ETA: 12:38 - loss: 591.5449 - logits_profile_predictions_loss: 588.2858 - logcount_predictions_loss: 0.1387 22/2421 [..............................] - ETA: 12:38 - loss: 591.6651 - logits_profile_predictions_loss: 588.4129 - logcount_predictions_loss: 0.1384 23/2421 [..............................] - ETA: 12:38 - loss: 591.9283 - logits_profile_predictions_loss: 588.6817 - logcount_predictions_loss: 0.1382 24/2421 [..............................] - ETA: 12:38 - loss: 592.0612 - logits_profile_predictions_loss: 588.8158 - logcount_predictions_loss: 0.1381 25/2421 [..............................] - ETA: 12:38 - loss: 592.2223 - logits_profile_predictions_loss: 588.9779 - logcount_predictions_loss: 0.1381 26/2421 [..............................] - ETA: 12:38 - loss: 592.2884 - logits_profile_predictions_loss: 589.0447 - logcount_predictions_loss: 0.1380 27/2421 [..............................] - ETA: 12:38 - loss: 592.3267 - logits_profile_predictions_loss: 589.0833 - logcount_predictions_loss: 0.1380 28/2421 [..............................] - ETA: 12:38 - loss: 592.3292 - logits_profile_predictions_loss: 589.0861 - logcount_predictions_loss: 0.1380 29/2421 [..............................] - ETA: 12:38 - loss: 592.3167 - logits_profile_predictions_loss: 589.0739 - logcount_predictions_loss: 0.1380 30/2421 [..............................] - ETA: 12:38 - loss: 592.3067 - logits_profile_predictions_loss: 589.0642 - logcount_predictions_loss: 0.1380 31/2421 [..............................] - ETA: 12:37 - loss: 592.2735 - logits_profile_predictions_loss: 589.0300 - logcount_predictions_loss: 0.1380 32/2421 [..............................] - ETA: 12:37 - loss: 592.3209 - logits_profile_predictions_loss: 589.0766 - logcount_predictions_loss: 0.1381 33/2421 [..............................] - ETA: 12:38 - loss: 592.3662 - logits_profile_predictions_loss: 589.1224 - logcount_predictions_loss: 0.1380 34/2421 [..............................] - ETA: 12:38 - loss: 592.3998 - logits_profile_predictions_loss: 589.1569 - logcount_predictions_loss: 0.1380 35/2421 [..............................] - ETA: 12:38 - loss: 592.4351 - logits_profile_predictions_loss: 589.1934 - logcount_predictions_loss: 0.1379 36/2421 [..............................] - ETA: 12:39 - loss: 592.4459 - logits_profile_predictions_loss: 589.2061 - logcount_predictions_loss: 0.1379 37/2421 [..............................] - ETA: 12:39 - loss: 592.4587 - logits_profile_predictions_loss: 589.2206 - logcount_predictions_loss: 0.1378 38/2421 [..............................] - ETA: 12:39 - loss: 592.4918 - logits_profile_predictions_loss: 589.2546 - logcount_predictions_loss: 0.1378 39/2421 [..............................] - ETA: 12:40 - loss: 592.5535 - logits_profile_predictions_loss: 589.3173 - logcount_predictions_loss: 0.1377 40/2421 [..............................] - ETA: 12:40 - loss: 592.6136 - logits_profile_predictions_loss: 589.3794 - logcount_predictions_loss: 0.1376 41/2421 [..............................] - ETA: 12:41 - loss: 592.6970 - logits_profile_predictions_loss: 589.4628 - logcount_predictions_loss: 0.1376 42/2421 [..............................] - ETA: 12:41 - loss: 592.7676 - logits_profile_predictions_loss: 589.5340 - logcount_predictions_loss: 0.1376 43/2421 [..............................] - ETA: 12:41 - loss: 592.8513 - logits_profile_predictions_loss: 589.6180 - logcount_predictions_loss: 0.1376 44/2421 [..............................] - ETA: 12:41 - loss: 592.9564 - logits_profile_predictions_loss: 589.7231 - logcount_predictions_loss: 0.1376 45/2421 [..............................] - ETA: 12:41 - loss: 593.0723 - 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[====>.........................] - ETA: 11:14 - loss: 603.6100 - logits_profile_predictions_loss: 600.5050 - logcount_predictions_loss: 0.1321 443/2421 [====>.........................] - ETA: 11:14 - loss: 603.6221 - logits_profile_predictions_loss: 600.5171 - logcount_predictions_loss: 0.1321 444/2421 [====>.........................] - ETA: 11:13 - loss: 603.6342 - logits_profile_predictions_loss: 600.5292 - logcount_predictions_loss: 0.1321 445/2421 [====>.........................] - ETA: 11:13 - loss: 603.6464 - logits_profile_predictions_loss: 600.5415 - logcount_predictions_loss: 0.1321 446/2421 [====>.........................] - ETA: 11:13 - loss: 603.6583 - logits_profile_predictions_loss: 600.5535 - logcount_predictions_loss: 0.1321 447/2421 [====>.........................] - ETA: 11:12 - loss: 603.6703 - logits_profile_predictions_loss: 600.5655 - logcount_predictions_loss: 0.1321 448/2421 [====>.........................] - ETA: 11:12 - loss: 603.6821 - 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605.5438 - logcount_predictions_loss: 0.1326 2399/2421 [============================>.] - ETA: 7s - loss: 608.6606 - logits_profile_predictions_loss: 605.5445 - logcount_predictions_loss: 0.1326 2400/2421 [============================>.] - ETA: 7s - loss: 608.6612 - logits_profile_predictions_loss: 605.5451 - logcount_predictions_loss: 0.1326 2401/2421 [============================>.] - ETA: 6s - loss: 608.6619 - logits_profile_predictions_loss: 605.5457 - logcount_predictions_loss: 0.1326 2402/2421 [============================>.] - ETA: 6s - loss: 608.6625 - logits_profile_predictions_loss: 605.5464 - logcount_predictions_loss: 0.1326 2403/2421 [============================>.] - ETA: 6s - loss: 608.6631 - logits_profile_predictions_loss: 605.5470 - logcount_predictions_loss: 0.1326 2404/2421 [============================>.] - ETA: 5s - loss: 608.6637 - logits_profile_predictions_loss: 605.5476 - logcount_predictions_loss: 0.1326 2405/2421 [============================>.] - ETA: 5s - loss: 608.6643 - logits_profile_predictions_loss: 605.5483 - logcount_predictions_loss: 0.1326 2406/2421 [============================>.] - ETA: 5s - loss: 608.6649 - logits_profile_predictions_loss: 605.5489 - logcount_predictions_loss: 0.1326 2407/2421 [============================>.] - ETA: 4s - loss: 608.6656 - logits_profile_predictions_loss: 605.5495 - logcount_predictions_loss: 0.1326 2408/2421 [============================>.] - ETA: 4s - loss: 608.6662 - logits_profile_predictions_loss: 605.5502 - logcount_predictions_loss: 0.1326 2409/2421 [============================>.] - ETA: 4s - loss: 608.6668 - logits_profile_predictions_loss: 605.5508 - logcount_predictions_loss: 0.1326 2410/2421 [============================>.] - ETA: 3s - loss: 608.6674 - logits_profile_predictions_loss: 605.5514 - logcount_predictions_loss: 0.1326 2411/2421 [============================>.] - ETA: 3s - loss: 608.6680 - logits_profile_predictions_loss: 605.5521 - logcount_predictions_loss: 0.1326 2412/2421 [============================>.] - ETA: 3s - loss: 608.6686 - logits_profile_predictions_loss: 605.5527 - logcount_predictions_loss: 0.1326 2413/2421 [============================>.] - ETA: 2s - loss: 608.6693 - logits_profile_predictions_loss: 605.5533 - logcount_predictions_loss: 0.1326 2414/2421 [============================>.] - ETA: 2s - loss: 608.6699 - logits_profile_predictions_loss: 605.5540 - logcount_predictions_loss: 0.1326 2415/2421 [============================>.] - ETA: 2s - loss: 608.6705 - logits_profile_predictions_loss: 605.5546 - logcount_predictions_loss: 0.1326 2416/2421 [============================>.] - ETA: 1s - loss: 608.6711 - logits_profile_predictions_loss: 605.5552 - logcount_predictions_loss: 0.1326 2417/2421 [============================>.] - ETA: 1s - loss: 608.6717 - logits_profile_predictions_loss: 605.5559 - logcount_predictions_loss: 0.1326 2418/2421 [============================>.] - ETA: 1s - loss: 608.6723 - logits_profile_predictions_loss: 605.5565 - logcount_predictions_loss: 0.1326 2419/2421 [============================>.] - ETA: 0s - loss: 608.6729 - logits_profile_predictions_loss: 605.5571 - logcount_predictions_loss: 0.1326 2420/2421 [============================>.] - ETA: 0s - loss: 608.6736 - logits_profile_predictions_loss: 605.5577 - logcount_predictions_loss: 0.1326 2421/2421 [==============================] - ETA: 0s - loss: 608.6742 - logits_profile_predictions_loss: 605.5583 - logcount_predictions_loss: 0.1326 2421/2421 [==============================] - 862s 356ms/step - loss: 608.6748 - logits_profile_predictions_loss: 605.5590 - logcount_predictions_loss: 0.1326 - val_loss: 614.5902 - val_logits_profile_predictions_loss: 612.2411 - val_logcount_predictions_loss: 0.1000 Epoch 00003: val_loss did not improve from 614.32343 Epoch 4/50 1/2421 [..............................] - ETA: 12:53 - loss: 575.9473 - logits_profile_predictions_loss: 573.3536 - logcount_predictions_loss: 0.1104 2/2421 [..............................] - ETA: 12:33 - loss: 564.1122 - logits_profile_predictions_loss: 561.4076 - logcount_predictions_loss: 0.1151 3/2421 [..............................] - ETA: 12:35 - loss: 571.0037 - logits_profile_predictions_loss: 568.3296 - logcount_predictions_loss: 0.1138 4/2421 [..............................] - ETA: 12:37 - loss: 575.1985 - logits_profile_predictions_loss: 572.5341 - logcount_predictions_loss: 0.1134 5/2421 [..............................] - ETA: 12:37 - loss: 578.1520 - logits_profile_predictions_loss: 575.4370 - logcount_predictions_loss: 0.1155 6/2421 [..............................] - ETA: 12:37 - loss: 579.5398 - logits_profile_predictions_loss: 576.7875 - logcount_predictions_loss: 0.1171 7/2421 [..............................] - ETA: 12:37 - loss: 581.8999 - logits_profile_predictions_loss: 579.1382 - logcount_predictions_loss: 0.1175 8/2421 [..............................] - ETA: 12:37 - loss: 583.6030 - logits_profile_predictions_loss: 580.8348 - logcount_predictions_loss: 0.1178 9/2421 [..............................] - ETA: 12:37 - loss: 585.4479 - logits_profile_predictions_loss: 582.6660 - logcount_predictions_loss: 0.1184 10/2421 [..............................] - ETA: 12:37 - loss: 587.3669 - logits_profile_predictions_loss: 584.5607 - logcount_predictions_loss: 0.1194 11/2421 [..............................] - ETA: 12:37 - loss: 589.7151 - logits_profile_predictions_loss: 586.8883 - logcount_predictions_loss: 0.1203 12/2421 [..............................] - ETA: 12:37 - loss: 591.7634 - logits_profile_predictions_loss: 588.9190 - logcount_predictions_loss: 0.1210 13/2421 [..............................] - ETA: 12:37 - loss: 593.5240 - logits_profile_predictions_loss: 590.6690 - logcount_predictions_loss: 0.1215 14/2421 [..............................] - ETA: 12:36 - loss: 595.1837 - logits_profile_predictions_loss: 592.3217 - logcount_predictions_loss: 0.1218 15/2421 [..............................] - ETA: 12:36 - loss: 596.3418 - logits_profile_predictions_loss: 593.4796 - logcount_predictions_loss: 0.1218 16/2421 [..............................] - ETA: 12:36 - loss: 597.2646 - logits_profile_predictions_loss: 594.4037 - logcount_predictions_loss: 0.1217 17/2421 [..............................] - ETA: 12:36 - loss: 598.1572 - logits_profile_predictions_loss: 595.2869 - logcount_predictions_loss: 0.1221 18/2421 [..............................] - ETA: 12:36 - loss: 598.7940 - logits_profile_predictions_loss: 595.9156 - logcount_predictions_loss: 0.1225 19/2421 [..............................] - ETA: 12:36 - loss: 599.3054 - logits_profile_predictions_loss: 596.4226 - logcount_predictions_loss: 0.1227 20/2421 [..............................] - ETA: 12:36 - loss: 599.8174 - logits_profile_predictions_loss: 596.9312 - logcount_predictions_loss: 0.1228 21/2421 [..............................] - ETA: 12:36 - loss: 600.3409 - logits_profile_predictions_loss: 597.4506 - logcount_predictions_loss: 0.1230 22/2421 [..............................] - ETA: 12:36 - loss: 600.7158 - logits_profile_predictions_loss: 597.8169 - logcount_predictions_loss: 0.1234 23/2421 [..............................] - ETA: 12:36 - loss: 601.0646 - logits_profile_predictions_loss: 598.1586 - logcount_predictions_loss: 0.1237 24/2421 [..............................] - ETA: 12:36 - loss: 601.3793 - logits_profile_predictions_loss: 598.4674 - logcount_predictions_loss: 0.1239 25/2421 [..............................] - ETA: 12:36 - loss: 601.5570 - logits_profile_predictions_loss: 598.6411 - logcount_predictions_loss: 0.1241 26/2421 [..............................] - ETA: 12:36 - loss: 601.6967 - logits_profile_predictions_loss: 598.7777 - logcount_predictions_loss: 0.1242 27/2421 [..............................] - ETA: 12:36 - loss: 601.8600 - logits_profile_predictions_loss: 598.9366 - logcount_predictions_loss: 0.1244 28/2421 [..............................] - ETA: 12:36 - loss: 601.9568 - logits_profile_predictions_loss: 599.0295 - logcount_predictions_loss: 0.1246 29/2421 [..............................] - ETA: 12:36 - loss: 602.0570 - logits_profile_predictions_loss: 599.1265 - logcount_predictions_loss: 0.1247 30/2421 [..............................] - ETA: 12:36 - loss: 602.1739 - logits_profile_predictions_loss: 599.2409 - logcount_predictions_loss: 0.1248 31/2421 [..............................] - ETA: 12:36 - loss: 602.3450 - logits_profile_predictions_loss: 599.4078 - logcount_predictions_loss: 0.1250 32/2421 [..............................] - ETA: 12:36 - loss: 602.4866 - logits_profile_predictions_loss: 599.5461 - logcount_predictions_loss: 0.1251 33/2421 [..............................] - ETA: 12:36 - loss: 602.6554 - logits_profile_predictions_loss: 599.7126 - logcount_predictions_loss: 0.1252 34/2421 [..............................] - ETA: 12:36 - loss: 602.8112 - logits_profile_predictions_loss: 599.8650 - logcount_predictions_loss: 0.1254 35/2421 [..............................] - ETA: 12:37 - loss: 603.0077 - logits_profile_predictions_loss: 600.0587 - logcount_predictions_loss: 0.1255 36/2421 [..............................] - ETA: 12:37 - loss: 603.1748 - logits_profile_predictions_loss: 600.2231 - logcount_predictions_loss: 0.1256 37/2421 [..............................] - ETA: 12:37 - loss: 603.3466 - logits_profile_predictions_loss: 600.3928 - logcount_predictions_loss: 0.1257 38/2421 [..............................] - ETA: 12:38 - loss: 603.4957 - logits_profile_predictions_loss: 600.5408 - logcount_predictions_loss: 0.1257 39/2421 [..............................] - ETA: 12:38 - loss: 603.6221 - logits_profile_predictions_loss: 600.6659 - logcount_predictions_loss: 0.1258 40/2421 [..............................] - ETA: 12:38 - loss: 603.7150 - logits_profile_predictions_loss: 600.7585 - logcount_predictions_loss: 0.1258 41/2421 [..............................] - ETA: 12:39 - loss: 603.7792 - logits_profile_predictions_loss: 600.8227 - logcount_predictions_loss: 0.1258 42/2421 [..............................] - ETA: 12:39 - loss: 603.8569 - logits_profile_predictions_loss: 600.8992 - logcount_predictions_loss: 0.1259 43/2421 [..............................] - ETA: 12:40 - loss: 603.9098 - logits_profile_predictions_loss: 600.9515 - logcount_predictions_loss: 0.1259 44/2421 [..............................] - ETA: 12:40 - loss: 603.9323 - logits_profile_predictions_loss: 600.9738 - logcount_predictions_loss: 0.1259 45/2421 [..............................] - ETA: 12:41 - loss: 603.9743 - logits_profile_predictions_loss: 601.0153 - logcount_predictions_loss: 0.1259 46/2421 [..............................] - ETA: 12:41 - loss: 604.0239 - logits_profile_predictions_loss: 601.0650 - logcount_predictions_loss: 0.1259 47/2421 [..............................] - ETA: 12:41 - loss: 604.0461 - logits_profile_predictions_loss: 601.0878 - logcount_predictions_loss: 0.1259 48/2421 [..............................] - ETA: 12:41 - loss: 604.1120 - logits_profile_predictions_loss: 601.1546 - logcount_predictions_loss: 0.1258 49/2421 [..............................] - ETA: 12:41 - loss: 604.1709 - logits_profile_predictions_loss: 601.2143 - logcount_predictions_loss: 0.1258 50/2421 [..............................] - ETA: 12:42 - loss: 604.2040 - logits_profile_predictions_loss: 601.2479 - logcount_predictions_loss: 0.1258 51/2421 [..............................] - ETA: 12:42 - loss: 604.2439 - logits_profile_predictions_loss: 601.2884 - logcount_predictions_loss: 0.1258 52/2421 [..............................] - ETA: 12:42 - loss: 604.2866 - logits_profile_predictions_loss: 601.3321 - logcount_predictions_loss: 0.1257 53/2421 [..............................] - ETA: 12:42 - loss: 604.3462 - logits_profile_predictions_loss: 601.3927 - logcount_predictions_loss: 0.1257 54/2421 [..............................] - ETA: 12:42 - loss: 604.3971 - logits_profile_predictions_loss: 601.4448 - logcount_predictions_loss: 0.1256 55/2421 [..............................] - ETA: 12:43 - loss: 604.4744 - logits_profile_predictions_loss: 601.5228 - logcount_predictions_loss: 0.1256 56/2421 [..............................] - ETA: 12:43 - loss: 604.5540 - logits_profile_predictions_loss: 601.6028 - logcount_predictions_loss: 0.1256 57/2421 [..............................] - ETA: 12:44 - loss: 604.6270 - logits_profile_predictions_loss: 601.6765 - logcount_predictions_loss: 0.1256 58/2421 [..............................] - ETA: 12:44 - loss: 604.6940 - logits_profile_predictions_loss: 601.7444 - logcount_predictions_loss: 0.1255 59/2421 [..............................] - ETA: 12:44 - loss: 604.7514 - logits_profile_predictions_loss: 601.8021 - logcount_predictions_loss: 0.1255 60/2421 [..............................] - ETA: 12:44 - loss: 604.8039 - logits_profile_predictions_loss: 601.8550 - logcount_predictions_loss: 0.1255 61/2421 [..............................] - ETA: 12:45 - loss: 604.8691 - logits_profile_predictions_loss: 601.9208 - logcount_predictions_loss: 0.1255 62/2421 [..............................] - ETA: 12:45 - loss: 604.9311 - logits_profile_predictions_loss: 601.9834 - logcount_predictions_loss: 0.1254 63/2421 [..............................] - ETA: 12:45 - loss: 604.9697 - logits_profile_predictions_loss: 602.0226 - logcount_predictions_loss: 0.1254 64/2421 [..............................] - ETA: 12:45 - loss: 605.0034 - logits_profile_predictions_loss: 602.0567 - logcount_predictions_loss: 0.1254 65/2421 [..............................] - ETA: 12:45 - loss: 605.0356 - logits_profile_predictions_loss: 602.0889 - logcount_predictions_loss: 0.1254 66/2421 [..............................] - ETA: 12:45 - loss: 605.0795 - logits_profile_predictions_loss: 602.1326 - logcount_predictions_loss: 0.1254 67/2421 [..............................] - ETA: 12:45 - loss: 605.1388 - logits_profile_predictions_loss: 602.1916 - logcount_predictions_loss: 0.1254 68/2421 [..............................] - ETA: 12:45 - loss: 605.1988 - logits_profile_predictions_loss: 602.2511 - logcount_predictions_loss: 0.1254 69/2421 [..............................] - ETA: 12:45 - loss: 605.2472 - logits_profile_predictions_loss: 602.2990 - logcount_predictions_loss: 0.1255 70/2421 [..............................] - ETA: 12:46 - loss: 605.2990 - logits_profile_predictions_loss: 602.3504 - logcount_predictions_loss: 0.1255 71/2421 [..............................] - ETA: 12:46 - loss: 605.3437 - logits_profile_predictions_loss: 602.3947 - logcount_predictions_loss: 0.1255 72/2421 [..............................] - ETA: 12:46 - loss: 605.3912 - logits_profile_predictions_loss: 602.4419 - logcount_predictions_loss: 0.1255 73/2421 [..............................] - ETA: 12:46 - loss: 605.4375 - logits_profile_predictions_loss: 602.4880 - logcount_predictions_loss: 0.1255 74/2421 [..............................] - ETA: 12:46 - loss: 605.4788 - logits_profile_predictions_loss: 602.5292 - logcount_predictions_loss: 0.1255 75/2421 [..............................] - ETA: 12:46 - loss: 605.5192 - logits_profile_predictions_loss: 602.5694 - logcount_predictions_loss: 0.1255 76/2421 [..............................] - ETA: 12:46 - loss: 605.5594 - logits_profile_predictions_loss: 602.6095 - logcount_predictions_loss: 0.1255 77/2421 [..............................] - ETA: 12:46 - loss: 605.6058 - logits_profile_predictions_loss: 602.6553 - logcount_predictions_loss: 0.1256 78/2421 [..............................] - ETA: 12:46 - loss: 605.6458 - logits_profile_predictions_loss: 602.6947 - logcount_predictions_loss: 0.1256 79/2421 [..............................] - ETA: 12:46 - loss: 605.6811 - logits_profile_predictions_loss: 602.7292 - logcount_predictions_loss: 0.1256 80/2421 [..............................] - ETA: 12:46 - loss: 605.7134 - logits_profile_predictions_loss: 602.7604 - logcount_predictions_loss: 0.1257 81/2421 [>.............................] - ETA: 12:47 - loss: 605.7384 - logits_profile_predictions_loss: 602.7844 - logcount_predictions_loss: 0.1257 82/2421 [>.............................] - ETA: 12:47 - loss: 605.7648 - logits_profile_predictions_loss: 602.8100 - logcount_predictions_loss: 0.1257 83/2421 [>.............................] - ETA: 12:47 - loss: 605.7880 - logits_profile_predictions_loss: 602.8324 - logcount_predictions_loss: 0.1258 84/2421 [>.............................] - ETA: 12:46 - loss: 605.8196 - logits_profile_predictions_loss: 602.8634 - logcount_predictions_loss: 0.1258 85/2421 [>.............................] - ETA: 12:46 - loss: 605.8458 - logits_profile_predictions_loss: 602.8890 - logcount_predictions_loss: 0.1258 86/2421 [>.............................] - ETA: 12:46 - loss: 605.8676 - logits_profile_predictions_loss: 602.9104 - logcount_predictions_loss: 0.1258 87/2421 [>.............................] - ETA: 12:46 - loss: 605.8976 - logits_profile_predictions_loss: 602.9398 - logcount_predictions_loss: 0.1259 88/2421 [>.............................] - ETA: 12:46 - loss: 605.9314 - logits_profile_predictions_loss: 602.9731 - logcount_predictions_loss: 0.1259 89/2421 [>.............................] - ETA: 12:46 - loss: 605.9564 - logits_profile_predictions_loss: 602.9975 - logcount_predictions_loss: 0.1259 90/2421 [>.............................] - ETA: 12:46 - loss: 605.9820 - logits_profile_predictions_loss: 603.0227 - logcount_predictions_loss: 0.1259 91/2421 [>.............................] - ETA: 12:46 - loss: 606.0075 - logits_profile_predictions_loss: 603.0477 - logcount_predictions_loss: 0.1259 92/2421 [>.............................] - ETA: 12:46 - loss: 606.0300 - logits_profile_predictions_loss: 603.0698 - logcount_predictions_loss: 0.1260 93/2421 [>.............................] - ETA: 12:46 - loss: 606.0541 - logits_profile_predictions_loss: 603.0935 - logcount_predictions_loss: 0.1260 94/2421 [>.............................] - ETA: 12:46 - loss: 606.0749 - logits_profile_predictions_loss: 603.1137 - logcount_predictions_loss: 0.1260 95/2421 [>.............................] - ETA: 12:46 - loss: 606.0912 - logits_profile_predictions_loss: 603.1294 - logcount_predictions_loss: 0.1260 96/2421 [>.............................] - ETA: 12:46 - loss: 606.1071 - logits_profile_predictions_loss: 603.1446 - logcount_predictions_loss: 0.1261 97/2421 [>.............................] - ETA: 12:46 - loss: 606.1289 - logits_profile_predictions_loss: 603.1657 - logcount_predictions_loss: 0.1261 98/2421 [>.............................] - ETA: 12:45 - loss: 606.1412 - logits_profile_predictions_loss: 603.1774 - logcount_predictions_loss: 0.1261 99/2421 [>.............................] - ETA: 12:45 - loss: 606.1577 - logits_profile_predictions_loss: 603.1933 - logcount_predictions_loss: 0.1261 100/2421 [>.............................] - ETA: 12:45 - loss: 606.1669 - logits_profile_predictions_loss: 603.2019 - logcount_predictions_loss: 0.1262 101/2421 [>.............................] - ETA: 12:45 - loss: 606.1817 - logits_profile_predictions_loss: 603.2161 - logcount_predictions_loss: 0.1262 102/2421 [>.............................] - ETA: 12:45 - loss: 606.1969 - logits_profile_predictions_loss: 603.2308 - logcount_predictions_loss: 0.1262 103/2421 [>.............................] - ETA: 12:45 - loss: 606.2110 - logits_profile_predictions_loss: 603.2444 - logcount_predictions_loss: 0.1262 104/2421 [>.............................] - ETA: 12:45 - loss: 606.2260 - logits_profile_predictions_loss: 603.2590 - logcount_predictions_loss: 0.1263 105/2421 [>.............................] - ETA: 12:45 - loss: 606.2339 - logits_profile_predictions_loss: 603.2663 - logcount_predictions_loss: 0.1263 106/2421 [>.............................] - ETA: 12:45 - loss: 606.2434 - logits_profile_predictions_loss: 603.2754 - logcount_predictions_loss: 0.1263 107/2421 [>.............................] - ETA: 12:45 - loss: 606.2509 - logits_profile_predictions_loss: 603.2825 - logcount_predictions_loss: 0.1263 108/2421 [>.............................] - ETA: 12:45 - loss: 606.2599 - logits_profile_predictions_loss: 603.2913 - logcount_predictions_loss: 0.1263 109/2421 [>.............................] - ETA: 12:45 - loss: 606.2645 - logits_profile_predictions_loss: 603.2956 - logcount_predictions_loss: 0.1263 110/2421 [>.............................] - ETA: 12:45 - loss: 606.2688 - logits_profile_predictions_loss: 603.2996 - logcount_predictions_loss: 0.1263 111/2421 [>.............................] - ETA: 12:44 - loss: 606.2811 - logits_profile_predictions_loss: 603.3117 - logcount_predictions_loss: 0.1264 112/2421 [>.............................] - ETA: 12:44 - loss: 606.2938 - 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logits_profile_predictions_loss: 604.2118 - logcount_predictions_loss: 0.1225 2421/2421 [==============================] - ETA: 0s - loss: 607.0901 - logits_profile_predictions_loss: 604.2119 - logcount_predictions_loss: 0.1225 2421/2421 [==============================] - 864s 357ms/step - loss: 607.0902 - logits_profile_predictions_loss: 604.2120 - logcount_predictions_loss: 0.1225 - val_loss: 611.9752 - val_logits_profile_predictions_loss: 609.9283 - val_logcount_predictions_loss: 0.0871 Epoch 00004: val_loss improved from 614.32343 to 611.97522, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4/chrombpnet.h5 Epoch 5/50 1/2421 [..............................] - ETA: 12:51 - loss: 653.2813 - logits_profile_predictions_loss: 650.2214 - logcount_predictions_loss: 0.1302 2/2421 [..............................] - ETA: 12:33 - loss: 651.5432 - logits_profile_predictions_loss: 648.3705 - logcount_predictions_loss: 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[..............................] - ETA: 12:36 - loss: 617.9502 - logits_profile_predictions_loss: 615.0640 - logcount_predictions_loss: 0.1228 17/2421 [..............................] - ETA: 12:36 - loss: 617.7399 - logits_profile_predictions_loss: 614.8597 - logcount_predictions_loss: 0.1226 18/2421 [..............................] - ETA: 12:36 - loss: 617.6079 - logits_profile_predictions_loss: 614.7333 - logcount_predictions_loss: 0.1223 19/2421 [..............................] - ETA: 12:36 - loss: 617.5573 - logits_profile_predictions_loss: 614.6891 - logcount_predictions_loss: 0.1220 20/2421 [..............................] - ETA: 12:36 - loss: 617.5809 - logits_profile_predictions_loss: 614.7172 - logcount_predictions_loss: 0.1219 21/2421 [..............................] - ETA: 12:36 - loss: 617.5066 - logits_profile_predictions_loss: 614.6472 - logcount_predictions_loss: 0.1217 22/2421 [..............................] - ETA: 12:36 - loss: 617.4029 - 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[..............................] - ETA: 12:36 - loss: 616.5667 - logits_profile_predictions_loss: 613.7571 - logcount_predictions_loss: 0.1196 30/2421 [..............................] - ETA: 12:36 - loss: 616.4263 - logits_profile_predictions_loss: 613.6233 - logcount_predictions_loss: 0.1193 31/2421 [..............................] - ETA: 12:35 - loss: 616.2383 - logits_profile_predictions_loss: 613.4417 - logcount_predictions_loss: 0.1190 32/2421 [..............................] - ETA: 12:35 - loss: 616.0129 - logits_profile_predictions_loss: 613.2229 - logcount_predictions_loss: 0.1187 33/2421 [..............................] - ETA: 12:35 - loss: 615.8116 - logits_profile_predictions_loss: 613.0271 - logcount_predictions_loss: 0.1185 34/2421 [..............................] - ETA: 12:35 - loss: 615.6510 - logits_profile_predictions_loss: 612.8721 - logcount_predictions_loss: 0.1182 35/2421 [..............................] - ETA: 12:36 - loss: 615.4905 - 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loss: 607.0603 - logits_profile_predictions_loss: 604.3776 - logcount_predictions_loss: 0.1142 2409/2421 [============================>.] - ETA: 4s - loss: 607.0600 - logits_profile_predictions_loss: 604.3774 - logcount_predictions_loss: 0.1142 2410/2421 [============================>.] - ETA: 3s - loss: 607.0597 - logits_profile_predictions_loss: 604.3771 - logcount_predictions_loss: 0.1142 2411/2421 [============================>.] - ETA: 3s - loss: 607.0595 - logits_profile_predictions_loss: 604.3769 - logcount_predictions_loss: 0.1142 2412/2421 [============================>.] - ETA: 3s - loss: 607.0592 - logits_profile_predictions_loss: 604.3766 - logcount_predictions_loss: 0.1142 2413/2421 [============================>.] - ETA: 2s - loss: 607.0589 - logits_profile_predictions_loss: 604.3763 - logcount_predictions_loss: 0.1142 2414/2421 [============================>.] - ETA: 2s - loss: 607.0586 - logits_profile_predictions_loss: 604.3761 - logcount_predictions_loss: 0.1142 2415/2421 [============================>.] - ETA: 2s - loss: 607.0583 - logits_profile_predictions_loss: 604.3758 - logcount_predictions_loss: 0.1142 2416/2421 [============================>.] - ETA: 1s - loss: 607.0580 - logits_profile_predictions_loss: 604.3755 - logcount_predictions_loss: 0.1142 2417/2421 [============================>.] - ETA: 1s - loss: 607.0578 - logits_profile_predictions_loss: 604.3753 - logcount_predictions_loss: 0.1142 2418/2421 [============================>.] - ETA: 1s - loss: 607.0575 - logits_profile_predictions_loss: 604.3750 - logcount_predictions_loss: 0.1142 2419/2421 [============================>.] - ETA: 0s - loss: 607.0572 - logits_profile_predictions_loss: 604.3748 - logcount_predictions_loss: 0.1142 2420/2421 [============================>.] - ETA: 0s - loss: 607.0570 - logits_profile_predictions_loss: 604.3745 - logcount_predictions_loss: 0.1142 2421/2421 [==============================] - ETA: 0s - loss: 607.0567 - logits_profile_predictions_loss: 604.3743 - logcount_predictions_loss: 0.1142 2421/2421 [==============================] - 860s 355ms/step - loss: 607.0564 - logits_profile_predictions_loss: 604.3740 - logcount_predictions_loss: 0.1142 - val_loss: 614.7741 - val_logits_profile_predictions_loss: 612.6642 - val_logcount_predictions_loss: 0.0898 Epoch 00005: val_loss did not improve from 611.97522 Epoch 6/50 1/2421 [..............................] - ETA: 12:52 - loss: 581.7791 - logits_profile_predictions_loss: 579.5856 - logcount_predictions_loss: 0.0933 2/2421 [..............................] - ETA: 12:38 - loss: 591.5755 - logits_profile_predictions_loss: 589.5853 - logcount_predictions_loss: 0.0847 3/2421 [..............................] - ETA: 12:37 - loss: 588.0489 - logits_profile_predictions_loss: 586.0513 - logcount_predictions_loss: 0.0850 4/2421 [..............................] - ETA: 12:38 - loss: 585.3459 - logits_profile_predictions_loss: 583.3713 - logcount_predictions_loss: 0.0840 5/2421 [..............................] - ETA: 12:38 - loss: 582.2680 - logits_profile_predictions_loss: 580.2531 - logcount_predictions_loss: 0.0857 6/2421 [..............................] - ETA: 12:38 - loss: 582.3901 - logits_profile_predictions_loss: 580.3576 - logcount_predictions_loss: 0.0865 7/2421 [..............................] - ETA: 12:38 - loss: 582.2177 - logits_profile_predictions_loss: 580.1773 - logcount_predictions_loss: 0.0868 8/2421 [..............................] - ETA: 12:38 - loss: 582.9186 - logits_profile_predictions_loss: 580.8719 - logcount_predictions_loss: 0.0871 9/2421 [..............................] - ETA: 12:38 - loss: 582.8890 - logits_profile_predictions_loss: 580.8327 - logcount_predictions_loss: 0.0875 10/2421 [..............................] - ETA: 12:38 - loss: 583.7409 - logits_profile_predictions_loss: 581.6707 - logcount_predictions_loss: 0.0881 11/2421 [..............................] - ETA: 12:38 - loss: 584.6185 - logits_profile_predictions_loss: 582.5306 - logcount_predictions_loss: 0.0888 12/2421 [..............................] - ETA: 12:37 - loss: 585.4369 - logits_profile_predictions_loss: 583.3296 - logcount_predictions_loss: 0.0897 13/2421 [..............................] - ETA: 12:37 - loss: 586.1881 - logits_profile_predictions_loss: 584.0503 - logcount_predictions_loss: 0.0910 14/2421 [..............................] - ETA: 12:37 - loss: 587.0989 - logits_profile_predictions_loss: 584.9322 - logcount_predictions_loss: 0.0922 15/2421 [..............................] - ETA: 12:37 - loss: 587.7895 - logits_profile_predictions_loss: 585.6004 - logcount_predictions_loss: 0.0932 16/2421 [..............................] - ETA: 12:37 - loss: 588.3813 - logits_profile_predictions_loss: 586.1720 - logcount_predictions_loss: 0.0940 17/2421 [..............................] - ETA: 12:37 - loss: 588.9159 - logits_profile_predictions_loss: 586.6860 - logcount_predictions_loss: 0.0949 18/2421 [..............................] - ETA: 12:37 - loss: 589.5118 - logits_profile_predictions_loss: 587.2555 - logcount_predictions_loss: 0.0960 19/2421 [..............................] - ETA: 12:37 - loss: 590.1699 - logits_profile_predictions_loss: 587.8889 - logcount_predictions_loss: 0.0971 20/2421 [..............................] - ETA: 12:37 - loss: 590.7199 - logits_profile_predictions_loss: 588.4176 - logcount_predictions_loss: 0.0980 21/2421 [..............................] - ETA: 12:37 - loss: 591.2701 - logits_profile_predictions_loss: 588.9486 - logcount_predictions_loss: 0.0988 22/2421 [..............................] - ETA: 12:37 - loss: 591.8245 - logits_profile_predictions_loss: 589.4861 - logcount_predictions_loss: 0.0995 23/2421 [..............................] - ETA: 12:37 - loss: 592.2349 - logits_profile_predictions_loss: 589.8818 - logcount_predictions_loss: 0.1001 24/2421 [..............................] - ETA: 12:37 - loss: 592.5256 - logits_profile_predictions_loss: 590.1577 - logcount_predictions_loss: 0.1008 25/2421 [..............................] - ETA: 12:37 - loss: 592.8226 - logits_profile_predictions_loss: 590.4424 - logcount_predictions_loss: 0.1013 26/2421 [..............................] - ETA: 12:37 - loss: 593.2041 - logits_profile_predictions_loss: 590.8135 - logcount_predictions_loss: 0.1017 27/2421 [..............................] - ETA: 12:37 - loss: 593.5823 - logits_profile_predictions_loss: 591.1820 - logcount_predictions_loss: 0.1021 28/2421 [..............................] - ETA: 12:37 - loss: 593.9465 - logits_profile_predictions_loss: 591.5370 - logcount_predictions_loss: 0.1025 29/2421 [..............................] - ETA: 12:37 - loss: 594.2760 - logits_profile_predictions_loss: 591.8587 - logcount_predictions_loss: 0.1029 30/2421 [..............................] - ETA: 12:37 - loss: 594.5680 - logits_profile_predictions_loss: 592.1433 - logcount_predictions_loss: 0.1032 31/2421 [..............................] - ETA: 12:36 - loss: 594.9102 - logits_profile_predictions_loss: 592.4782 - logcount_predictions_loss: 0.1035 32/2421 [..............................] - ETA: 12:36 - loss: 595.2180 - logits_profile_predictions_loss: 592.7791 - logcount_predictions_loss: 0.1038 33/2421 [..............................] - ETA: 12:36 - loss: 595.5557 - logits_profile_predictions_loss: 593.1106 - logcount_predictions_loss: 0.1040 34/2421 [..............................] - ETA: 12:37 - loss: 595.8819 - logits_profile_predictions_loss: 593.4317 - logcount_predictions_loss: 0.1043 35/2421 [..............................] - ETA: 12:37 - loss: 596.1996 - logits_profile_predictions_loss: 593.7447 - logcount_predictions_loss: 0.1045 36/2421 [..............................] - ETA: 12:37 - loss: 596.5250 - logits_profile_predictions_loss: 594.0655 - logcount_predictions_loss: 0.1047 37/2421 [..............................] - ETA: 12:38 - loss: 596.8513 - logits_profile_predictions_loss: 594.3877 - logcount_predictions_loss: 0.1048 38/2421 [..............................] - ETA: 12:38 - loss: 597.1600 - logits_profile_predictions_loss: 594.6924 - logcount_predictions_loss: 0.1050 39/2421 [..............................] - ETA: 12:38 - loss: 597.3799 - logits_profile_predictions_loss: 594.9091 - logcount_predictions_loss: 0.1051 40/2421 [..............................] - ETA: 12:38 - loss: 597.5965 - logits_profile_predictions_loss: 595.1223 - logcount_predictions_loss: 0.1053 41/2421 [..............................] - ETA: 12:39 - loss: 597.8213 - logits_profile_predictions_loss: 595.3438 - logcount_predictions_loss: 0.1054 42/2421 [..............................] - ETA: 12:39 - loss: 598.0302 - logits_profile_predictions_loss: 595.5488 - logcount_predictions_loss: 0.1056 43/2421 [..............................] - ETA: 12:40 - loss: 598.2254 - logits_profile_predictions_loss: 595.7392 - logcount_predictions_loss: 0.1058 44/2421 [..............................] - ETA: 12:40 - loss: 598.4045 - logits_profile_predictions_loss: 595.9139 - logcount_predictions_loss: 0.1060 45/2421 [..............................] - ETA: 12:41 - loss: 598.5767 - logits_profile_predictions_loss: 596.0821 - logcount_predictions_loss: 0.1062 46/2421 [..............................] - ETA: 12:41 - loss: 598.7394 - logits_profile_predictions_loss: 596.2411 - logcount_predictions_loss: 0.1063 47/2421 [..............................] - ETA: 12:41 - loss: 598.9204 - logits_profile_predictions_loss: 596.4183 - logcount_predictions_loss: 0.1065 48/2421 [..............................] - ETA: 12:41 - loss: 599.1078 - logits_profile_predictions_loss: 596.6023 - logcount_predictions_loss: 0.1066 49/2421 [..............................] - ETA: 12:41 - loss: 599.2779 - logits_profile_predictions_loss: 596.7693 - logcount_predictions_loss: 0.1067 50/2421 [..............................] - ETA: 12:41 - loss: 599.4356 - logits_profile_predictions_loss: 596.9244 - logcount_predictions_loss: 0.1069 51/2421 [..............................] - ETA: 12:42 - loss: 599.5935 - logits_profile_predictions_loss: 597.0795 - logcount_predictions_loss: 0.1070 52/2421 [..............................] - ETA: 12:42 - loss: 599.7444 - logits_profile_predictions_loss: 597.2274 - logcount_predictions_loss: 0.1071 53/2421 [..............................] - ETA: 12:43 - loss: 599.8808 - logits_profile_predictions_loss: 597.3606 - logcount_predictions_loss: 0.1072 54/2421 [..............................] - ETA: 12:43 - loss: 600.0109 - logits_profile_predictions_loss: 597.4877 - logcount_predictions_loss: 0.1074 55/2421 [..............................] - ETA: 12:43 - loss: 600.1350 - logits_profile_predictions_loss: 597.6091 - logcount_predictions_loss: 0.1075 56/2421 [..............................] - ETA: 12:43 - loss: 600.2673 - logits_profile_predictions_loss: 597.7387 - logcount_predictions_loss: 0.1076 57/2421 [..............................] - ETA: 12:43 - loss: 600.3969 - logits_profile_predictions_loss: 597.8656 - logcount_predictions_loss: 0.1077 58/2421 [..............................] - ETA: 12:43 - loss: 600.5252 - logits_profile_predictions_loss: 597.9911 - logcount_predictions_loss: 0.1078 59/2421 [..............................] - ETA: 12:44 - loss: 600.6501 - logits_profile_predictions_loss: 598.1136 - logcount_predictions_loss: 0.1079 60/2421 [..............................] - ETA: 12:44 - loss: 600.7458 - logits_profile_predictions_loss: 598.2070 - logcount_predictions_loss: 0.1080 61/2421 [..............................] - ETA: 12:44 - loss: 600.8191 - logits_profile_predictions_loss: 598.2782 - logcount_predictions_loss: 0.1081 62/2421 [..............................] - ETA: 12:44 - loss: 600.8902 - logits_profile_predictions_loss: 598.3473 - logcount_predictions_loss: 0.1082 63/2421 [..............................] - ETA: 12:44 - loss: 600.9743 - logits_profile_predictions_loss: 598.4292 - logcount_predictions_loss: 0.1083 64/2421 [..............................] - ETA: 12:44 - loss: 601.0555 - logits_profile_predictions_loss: 598.5082 - logcount_predictions_loss: 0.1084 65/2421 [..............................] - ETA: 12:44 - loss: 601.1490 - logits_profile_predictions_loss: 598.5997 - logcount_predictions_loss: 0.1085 66/2421 [..............................] - ETA: 12:44 - loss: 601.2419 - logits_profile_predictions_loss: 598.6907 - logcount_predictions_loss: 0.1086 67/2421 [..............................] - ETA: 12:44 - loss: 601.3305 - logits_profile_predictions_loss: 598.7774 - logcount_predictions_loss: 0.1086 68/2421 [..............................] - ETA: 12:44 - loss: 601.4120 - logits_profile_predictions_loss: 598.8570 - logcount_predictions_loss: 0.1087 69/2421 [..............................] - ETA: 12:44 - loss: 601.4919 - logits_profile_predictions_loss: 598.9351 - logcount_predictions_loss: 0.1088 70/2421 [..............................] - ETA: 12:44 - loss: 601.5571 - logits_profile_predictions_loss: 598.9986 - logcount_predictions_loss: 0.1089 71/2421 [..............................] - ETA: 12:45 - loss: 601.6096 - logits_profile_predictions_loss: 599.0494 - logcount_predictions_loss: 0.1089 72/2421 [..............................] - ETA: 12:45 - loss: 601.6741 - logits_profile_predictions_loss: 599.1124 - logcount_predictions_loss: 0.1090 73/2421 [..............................] - ETA: 12:45 - loss: 601.7249 - logits_profile_predictions_loss: 599.1619 - logcount_predictions_loss: 0.1091 74/2421 [..............................] - ETA: 12:45 - loss: 601.7718 - logits_profile_predictions_loss: 599.2074 - logcount_predictions_loss: 0.1091 75/2421 [..............................] - ETA: 12:45 - loss: 601.8168 - logits_profile_predictions_loss: 599.2513 - logcount_predictions_loss: 0.1092 76/2421 [..............................] - ETA: 12:45 - loss: 601.8581 - logits_profile_predictions_loss: 599.2914 - logcount_predictions_loss: 0.1092 77/2421 [..............................] - ETA: 12:45 - loss: 601.8963 - logits_profile_predictions_loss: 599.3286 - logcount_predictions_loss: 0.1093 78/2421 [..............................] - ETA: 12:45 - loss: 601.9297 - logits_profile_predictions_loss: 599.3610 - logcount_predictions_loss: 0.1093 79/2421 [..............................] - ETA: 12:45 - loss: 601.9650 - logits_profile_predictions_loss: 599.3955 - logcount_predictions_loss: 0.1093 80/2421 [..............................] - ETA: 12:45 - loss: 601.9971 - logits_profile_predictions_loss: 599.4266 - logcount_predictions_loss: 0.1094 81/2421 [>.............................] - ETA: 12:45 - loss: 602.0321 - logits_profile_predictions_loss: 599.4608 - logcount_predictions_loss: 0.1094 82/2421 [>.............................] - ETA: 12:45 - loss: 602.0668 - logits_profile_predictions_loss: 599.4949 - logcount_predictions_loss: 0.1094 83/2421 [>.............................] - ETA: 12:45 - loss: 602.1029 - logits_profile_predictions_loss: 599.5301 - logcount_predictions_loss: 0.1095 84/2421 [>.............................] - ETA: 12:45 - loss: 602.1484 - logits_profile_predictions_loss: 599.5749 - logcount_predictions_loss: 0.1095 85/2421 [>.............................] - ETA: 12:45 - loss: 602.1929 - logits_profile_predictions_loss: 599.6185 - logcount_predictions_loss: 0.1095 86/2421 [>.............................] - ETA: 12:45 - loss: 602.2390 - logits_profile_predictions_loss: 599.6640 - logcount_predictions_loss: 0.1096 87/2421 [>.............................] - ETA: 12:45 - loss: 602.2787 - logits_profile_predictions_loss: 599.7032 - logcount_predictions_loss: 0.1096 88/2421 [>.............................] - ETA: 12:45 - loss: 602.3187 - logits_profile_predictions_loss: 599.7428 - logcount_predictions_loss: 0.1096 89/2421 [>.............................] - ETA: 12:45 - loss: 602.3559 - logits_profile_predictions_loss: 599.7795 - logcount_predictions_loss: 0.1096 90/2421 [>.............................] - ETA: 12:45 - loss: 602.3948 - logits_profile_predictions_loss: 599.8179 - logcount_predictions_loss: 0.1097 91/2421 [>.............................] - ETA: 12:45 - loss: 602.4316 - logits_profile_predictions_loss: 599.8543 - logcount_predictions_loss: 0.1097 92/2421 [>.............................] - ETA: 12:45 - loss: 602.4607 - logits_profile_predictions_loss: 599.8830 - logcount_predictions_loss: 0.1097 93/2421 [>.............................] - ETA: 12:45 - loss: 602.4958 - logits_profile_predictions_loss: 599.9177 - logcount_predictions_loss: 0.1097 94/2421 [>.............................] - ETA: 12:45 - loss: 602.5244 - logits_profile_predictions_loss: 599.9461 - logcount_predictions_loss: 0.1097 95/2421 [>.............................] - ETA: 12:45 - loss: 602.5491 - logits_profile_predictions_loss: 599.9706 - logcount_predictions_loss: 0.1097 96/2421 [>.............................] - ETA: 12:45 - loss: 602.5680 - logits_profile_predictions_loss: 599.9893 - logcount_predictions_loss: 0.1097 97/2421 [>.............................] - ETA: 12:45 - loss: 602.5833 - logits_profile_predictions_loss: 600.0043 - logcount_predictions_loss: 0.1097 98/2421 [>.............................] - ETA: 12:45 - loss: 602.6025 - logits_profile_predictions_loss: 600.0233 - logcount_predictions_loss: 0.1098 99/2421 [>.............................] - ETA: 12:45 - loss: 602.6219 - logits_profile_predictions_loss: 600.0425 - logcount_predictions_loss: 0.1098 100/2421 [>.............................] - ETA: 12:45 - loss: 602.6415 - logits_profile_predictions_loss: 600.0619 - logcount_predictions_loss: 0.1098 101/2421 [>.............................] - ETA: 12:45 - loss: 602.6644 - logits_profile_predictions_loss: 600.0846 - logcount_predictions_loss: 0.1098 102/2421 [>.............................] - ETA: 12:44 - loss: 602.6894 - logits_profile_predictions_loss: 600.1095 - logcount_predictions_loss: 0.1098 103/2421 [>.............................] - ETA: 12:44 - loss: 602.7147 - logits_profile_predictions_loss: 600.1349 - logcount_predictions_loss: 0.1098 104/2421 [>.............................] - ETA: 12:44 - loss: 602.7400 - logits_profile_predictions_loss: 600.1601 - logcount_predictions_loss: 0.1098 105/2421 [>.............................] - ETA: 12:44 - loss: 602.7648 - logits_profile_predictions_loss: 600.1849 - logcount_predictions_loss: 0.1098 106/2421 [>.............................] - ETA: 12:44 - loss: 602.7926 - logits_profile_predictions_loss: 600.2127 - logcount_predictions_loss: 0.1098 107/2421 [>.............................] - ETA: 12:44 - loss: 602.8163 - logits_profile_predictions_loss: 600.2366 - logcount_predictions_loss: 0.1098 108/2421 [>.............................] - ETA: 12:44 - loss: 602.8404 - logits_profile_predictions_loss: 600.2607 - logcount_predictions_loss: 0.1098 109/2421 [>.............................] - ETA: 12:44 - loss: 602.8652 - logits_profile_predictions_loss: 600.2856 - logcount_predictions_loss: 0.1098 110/2421 [>.............................] - ETA: 12:44 - loss: 602.8907 - logits_profile_predictions_loss: 600.3110 - logcount_predictions_loss: 0.1098 111/2421 [>.............................] - ETA: 12:43 - loss: 602.9177 - logits_profile_predictions_loss: 600.3379 - logcount_predictions_loss: 0.1098 112/2421 [>.............................] - ETA: 12:43 - loss: 602.9430 - logits_profile_predictions_loss: 600.3630 - logcount_predictions_loss: 0.1098 113/2421 [>.............................] - ETA: 12:43 - loss: 602.9666 - logits_profile_predictions_loss: 600.3864 - logcount_predictions_loss: 0.1098 114/2421 [>.............................] - ETA: 12:43 - loss: 602.9906 - logits_profile_predictions_loss: 600.4102 - logcount_predictions_loss: 0.1098 115/2421 [>.............................] - ETA: 12:43 - loss: 603.0144 - 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val_logcount_predictions_loss: 0.0833 Epoch 00006: val_loss improved from 611.97522 to 611.91107, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4/chrombpnet.h5 Epoch 7/50 1/2421 [..............................] - ETA: 12:52 - loss: 558.8626 - logits_profile_predictions_loss: 556.8971 - logcount_predictions_loss: 0.0836 2/2421 [..............................] - ETA: 12:36 - loss: 568.6751 - logits_profile_predictions_loss: 566.8446 - logcount_predictions_loss: 0.0779 3/2421 [..............................] - ETA: 12:37 - loss: 576.2285 - logits_profile_predictions_loss: 574.3351 - logcount_predictions_loss: 0.0806 4/2421 [..............................] - ETA: 12:39 - loss: 583.4298 - logits_profile_predictions_loss: 581.4100 - logcount_predictions_loss: 0.0859 5/2421 [..............................] - ETA: 12:38 - loss: 586.0106 - logits_profile_predictions_loss: 583.8918 - logcount_predictions_loss: 0.0902 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[..............................] - ETA: 12:38 - loss: 598.6195 - logits_profile_predictions_loss: 595.7812 - logcount_predictions_loss: 0.1208 20/2421 [..............................] - ETA: 12:38 - loss: 599.0898 - logits_profile_predictions_loss: 596.2411 - logcount_predictions_loss: 0.1212 21/2421 [..............................] - ETA: 12:38 - loss: 599.5531 - logits_profile_predictions_loss: 596.6959 - logcount_predictions_loss: 0.1216 22/2421 [..............................] - ETA: 12:38 - loss: 599.8615 - logits_profile_predictions_loss: 596.9942 - logcount_predictions_loss: 0.1220 23/2421 [..............................] - ETA: 12:38 - loss: 600.0669 - logits_profile_predictions_loss: 597.1918 - logcount_predictions_loss: 0.1223 24/2421 [..............................] - ETA: 12:38 - loss: 600.1781 - logits_profile_predictions_loss: 597.2983 - logcount_predictions_loss: 0.1225 25/2421 [..............................] - ETA: 12:38 - loss: 600.3793 - 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[..............................] - ETA: 12:39 - loss: 601.5775 - logits_profile_predictions_loss: 598.7046 - logcount_predictions_loss: 0.1223 33/2421 [..............................] - ETA: 12:39 - loss: 601.7336 - logits_profile_predictions_loss: 598.8633 - logcount_predictions_loss: 0.1221 34/2421 [..............................] - ETA: 12:39 - loss: 601.8338 - logits_profile_predictions_loss: 598.9664 - logcount_predictions_loss: 0.1220 35/2421 [..............................] - ETA: 12:40 - loss: 601.9644 - logits_profile_predictions_loss: 599.0997 - logcount_predictions_loss: 0.1219 36/2421 [..............................] - ETA: 12:40 - loss: 602.1161 - logits_profile_predictions_loss: 599.2540 - logcount_predictions_loss: 0.1218 37/2421 [..............................] - ETA: 12:40 - loss: 602.2290 - logits_profile_predictions_loss: 599.3700 - logcount_predictions_loss: 0.1217 38/2421 [..............................] - ETA: 12:41 - loss: 602.3372 - 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loss: 604.2196 - logits_profile_predictions_loss: 601.7002 - logcount_predictions_loss: 0.1072 2412/2421 [============================>.] - ETA: 3s - loss: 604.2196 - logits_profile_predictions_loss: 601.7002 - logcount_predictions_loss: 0.1072 2413/2421 [============================>.] - ETA: 2s - loss: 604.2196 - logits_profile_predictions_loss: 601.7002 - logcount_predictions_loss: 0.1072 2414/2421 [============================>.] - ETA: 2s - loss: 604.2196 - logits_profile_predictions_loss: 601.7002 - logcount_predictions_loss: 0.1072 2415/2421 [============================>.] - ETA: 2s - loss: 604.2196 - logits_profile_predictions_loss: 601.7002 - logcount_predictions_loss: 0.1072 2416/2421 [============================>.] - ETA: 1s - loss: 604.2196 - logits_profile_predictions_loss: 601.7002 - logcount_predictions_loss: 0.1072 2417/2421 [============================>.] - ETA: 1s - loss: 604.2196 - logits_profile_predictions_loss: 601.7003 - logcount_predictions_loss: 0.1072 2418/2421 [============================>.] - ETA: 1s - loss: 604.2196 - logits_profile_predictions_loss: 601.7003 - logcount_predictions_loss: 0.1072 2419/2421 [============================>.] - ETA: 0s - loss: 604.2196 - logits_profile_predictions_loss: 601.7003 - logcount_predictions_loss: 0.1072 2420/2421 [============================>.] - ETA: 0s - loss: 604.2196 - logits_profile_predictions_loss: 601.7003 - logcount_predictions_loss: 0.1072 2421/2421 [==============================] - ETA: 0s - loss: 604.2196 - logits_profile_predictions_loss: 601.7003 - logcount_predictions_loss: 0.1072 2421/2421 [==============================] - 858s 354ms/step - loss: 604.2196 - logits_profile_predictions_loss: 601.7003 - logcount_predictions_loss: 0.1072 - val_loss: 610.6788 - val_logits_profile_predictions_loss: 608.6492 - val_logcount_predictions_loss: 0.0864 Epoch 00007: val_loss improved from 611.91107 to 610.67883, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4/chrombpnet.h5 Epoch 8/50 1/2421 [..............................] - ETA: 12:54 - loss: 600.1004 - logits_profile_predictions_loss: 598.4098 - logcount_predictions_loss: 0.0719 2/2421 [..............................] - ETA: 12:37 - loss: 590.1525 - logits_profile_predictions_loss: 588.2723 - logcount_predictions_loss: 0.0800 3/2421 [..............................] - ETA: 12:37 - loss: 592.4450 - logits_profile_predictions_loss: 590.4992 - logcount_predictions_loss: 0.0828 4/2421 [..............................] - ETA: 12:39 - loss: 593.6227 - logits_profile_predictions_loss: 591.6802 - logcount_predictions_loss: 0.0827 5/2421 [..............................] - ETA: 12:39 - loss: 594.5062 - logits_profile_predictions_loss: 592.5789 - logcount_predictions_loss: 0.0820 6/2421 [..............................] - ETA: 12:39 - loss: 594.7660 - logits_profile_predictions_loss: 592.8599 - logcount_predictions_loss: 0.0811 7/2421 [..............................] - ETA: 12:39 - loss: 595.3167 - logits_profile_predictions_loss: 593.3811 - logcount_predictions_loss: 0.0824 8/2421 [..............................] - ETA: 12:39 - loss: 596.3708 - logits_profile_predictions_loss: 594.4091 - logcount_predictions_loss: 0.0835 9/2421 [..............................] - ETA: 12:39 - loss: 597.2356 - logits_profile_predictions_loss: 595.2581 - logcount_predictions_loss: 0.0842 10/2421 [..............................] - ETA: 12:39 - loss: 597.9823 - logits_profile_predictions_loss: 595.9789 - logcount_predictions_loss: 0.0853 11/2421 [..............................] - ETA: 12:39 - loss: 598.1637 - logits_profile_predictions_loss: 596.1414 - logcount_predictions_loss: 0.0861 12/2421 [..............................] - ETA: 12:39 - loss: 598.1901 - logits_profile_predictions_loss: 596.1454 - logcount_predictions_loss: 0.0870 13/2421 [..............................] - ETA: 12:39 - loss: 598.2459 - logits_profile_predictions_loss: 596.1872 - logcount_predictions_loss: 0.0876 14/2421 [..............................] - ETA: 12:39 - loss: 598.3296 - logits_profile_predictions_loss: 596.2619 - logcount_predictions_loss: 0.0880 15/2421 [..............................] - ETA: 12:39 - loss: 598.3507 - logits_profile_predictions_loss: 596.2680 - logcount_predictions_loss: 0.0886 16/2421 [..............................] - ETA: 12:39 - loss: 598.4971 - logits_profile_predictions_loss: 596.4028 - logcount_predictions_loss: 0.0891 17/2421 [..............................] - ETA: 12:39 - loss: 598.5462 - logits_profile_predictions_loss: 596.4413 - logcount_predictions_loss: 0.0896 18/2421 [..............................] - ETA: 12:39 - loss: 598.6581 - logits_profile_predictions_loss: 596.5447 - logcount_predictions_loss: 0.0899 19/2421 [..............................] - ETA: 12:39 - loss: 598.9504 - logits_profile_predictions_loss: 596.8313 - logcount_predictions_loss: 0.0902 20/2421 [..............................] - ETA: 12:39 - loss: 599.1538 - logits_profile_predictions_loss: 597.0310 - logcount_predictions_loss: 0.0903 21/2421 [..............................] - ETA: 12:39 - loss: 599.4263 - logits_profile_predictions_loss: 597.2985 - logcount_predictions_loss: 0.0905 22/2421 [..............................] - ETA: 12:39 - loss: 599.6235 - logits_profile_predictions_loss: 597.4917 - logcount_predictions_loss: 0.0907 23/2421 [..............................] - ETA: 12:38 - loss: 599.7515 - logits_profile_predictions_loss: 597.6148 - logcount_predictions_loss: 0.0909 24/2421 [..............................] - ETA: 12:38 - loss: 599.8867 - logits_profile_predictions_loss: 597.7452 - logcount_predictions_loss: 0.0911 25/2421 [..............................] - ETA: 12:38 - loss: 599.9506 - logits_profile_predictions_loss: 597.8056 - logcount_predictions_loss: 0.0913 26/2421 [..............................] - ETA: 12:38 - loss: 600.0002 - logits_profile_predictions_loss: 597.8527 - logcount_predictions_loss: 0.0914 27/2421 [..............................] - ETA: 12:38 - loss: 599.9877 - logits_profile_predictions_loss: 597.8388 - logcount_predictions_loss: 0.0914 28/2421 [..............................] - ETA: 12:38 - loss: 599.9607 - logits_profile_predictions_loss: 597.8107 - logcount_predictions_loss: 0.0915 29/2421 [..............................] - ETA: 12:39 - loss: 600.0103 - logits_profile_predictions_loss: 597.8578 - logcount_predictions_loss: 0.0916 30/2421 [..............................] - ETA: 12:39 - loss: 600.0569 - logits_profile_predictions_loss: 597.9022 - logcount_predictions_loss: 0.0917 31/2421 [..............................] - ETA: 12:39 - loss: 600.0550 - logits_profile_predictions_loss: 597.8987 - logcount_predictions_loss: 0.0918 32/2421 [..............................] - ETA: 12:40 - loss: 600.0026 - logits_profile_predictions_loss: 597.8454 - logcount_predictions_loss: 0.0918 33/2421 [..............................] - ETA: 12:41 - loss: 599.9745 - logits_profile_predictions_loss: 597.8170 - logcount_predictions_loss: 0.0918 34/2421 [..............................] - ETA: 12:41 - loss: 600.0061 - logits_profile_predictions_loss: 597.8474 - logcount_predictions_loss: 0.0919 35/2421 [..............................] - ETA: 12:42 - loss: 600.0353 - logits_profile_predictions_loss: 597.8751 - logcount_predictions_loss: 0.0919 36/2421 [..............................] - ETA: 12:42 - loss: 600.0480 - logits_profile_predictions_loss: 597.8868 - logcount_predictions_loss: 0.0920 37/2421 [..............................] - ETA: 12:43 - loss: 600.0480 - logits_profile_predictions_loss: 597.8855 - logcount_predictions_loss: 0.0920 38/2421 [..............................] - ETA: 12:43 - loss: 600.0044 - logits_profile_predictions_loss: 597.8406 - logcount_predictions_loss: 0.0921 39/2421 [..............................] - ETA: 12:43 - loss: 599.9533 - logits_profile_predictions_loss: 597.7887 - logcount_predictions_loss: 0.0921 40/2421 [..............................] - ETA: 12:44 - loss: 599.9086 - logits_profile_predictions_loss: 597.7432 - logcount_predictions_loss: 0.0921 41/2421 [..............................] - ETA: 12:44 - loss: 599.8614 - logits_profile_predictions_loss: 597.6956 - logcount_predictions_loss: 0.0922 42/2421 [..............................] - ETA: 12:44 - loss: 599.8144 - logits_profile_predictions_loss: 597.6476 - logcount_predictions_loss: 0.0922 43/2421 [..............................] - ETA: 12:45 - loss: 599.7607 - logits_profile_predictions_loss: 597.5930 - logcount_predictions_loss: 0.0922 44/2421 [..............................] - ETA: 12:45 - loss: 599.7211 - logits_profile_predictions_loss: 597.5528 - logcount_predictions_loss: 0.0923 45/2421 [..............................] - ETA: 12:45 - loss: 599.6852 - logits_profile_predictions_loss: 597.5163 - logcount_predictions_loss: 0.0923 46/2421 [..............................] - ETA: 12:45 - loss: 599.6871 - logits_profile_predictions_loss: 597.5176 - logcount_predictions_loss: 0.0923 47/2421 [..............................] - ETA: 12:46 - loss: 599.6588 - logits_profile_predictions_loss: 597.4886 - logcount_predictions_loss: 0.0923 48/2421 [..............................] - ETA: 12:46 - loss: 599.6473 - logits_profile_predictions_loss: 597.4764 - logcount_predictions_loss: 0.0924 49/2421 [..............................] - ETA: 12:46 - loss: 599.6470 - logits_profile_predictions_loss: 597.4756 - logcount_predictions_loss: 0.0924 50/2421 [..............................] - ETA: 12:47 - loss: 599.6435 - logits_profile_predictions_loss: 597.4715 - logcount_predictions_loss: 0.0924 51/2421 [..............................] - ETA: 12:47 - loss: 599.6323 - logits_profile_predictions_loss: 597.4598 - logcount_predictions_loss: 0.0924 52/2421 [..............................] - ETA: 12:47 - loss: 599.6282 - logits_profile_predictions_loss: 597.4553 - logcount_predictions_loss: 0.0925 53/2421 [..............................] - ETA: 12:48 - loss: 599.6116 - logits_profile_predictions_loss: 597.4383 - logcount_predictions_loss: 0.0925 54/2421 [..............................] - ETA: 12:48 - loss: 599.5859 - logits_profile_predictions_loss: 597.4122 - logcount_predictions_loss: 0.0925 55/2421 [..............................] - ETA: 12:48 - loss: 599.5609 - logits_profile_predictions_loss: 597.3869 - logcount_predictions_loss: 0.0925 56/2421 [..............................] - ETA: 12:48 - loss: 599.5270 - logits_profile_predictions_loss: 597.3530 - logcount_predictions_loss: 0.0925 57/2421 [..............................] - ETA: 12:48 - loss: 599.5097 - logits_profile_predictions_loss: 597.3358 - logcount_predictions_loss: 0.0925 58/2421 [..............................] - ETA: 12:49 - loss: 599.4881 - logits_profile_predictions_loss: 597.3142 - logcount_predictions_loss: 0.0925 59/2421 [..............................] - ETA: 12:49 - loss: 599.4722 - logits_profile_predictions_loss: 597.2985 - logcount_predictions_loss: 0.0925 60/2421 [..............................] - ETA: 12:49 - loss: 599.4718 - logits_profile_predictions_loss: 597.2983 - logcount_predictions_loss: 0.0925 61/2421 [..............................] - ETA: 12:49 - loss: 599.4690 - logits_profile_predictions_loss: 597.2954 - logcount_predictions_loss: 0.0925 62/2421 [..............................] - ETA: 12:49 - loss: 599.4628 - logits_profile_predictions_loss: 597.2891 - logcount_predictions_loss: 0.0925 63/2421 [..............................] - ETA: 12:50 - loss: 599.4466 - logits_profile_predictions_loss: 597.2729 - logcount_predictions_loss: 0.0925 64/2421 [..............................] - ETA: 12:50 - loss: 599.4246 - logits_profile_predictions_loss: 597.2507 - logcount_predictions_loss: 0.0925 65/2421 [..............................] - ETA: 12:50 - loss: 599.4141 - logits_profile_predictions_loss: 597.2400 - logcount_predictions_loss: 0.0925 66/2421 [..............................] - ETA: 12:51 - loss: 599.4068 - logits_profile_predictions_loss: 597.2326 - logcount_predictions_loss: 0.0925 67/2421 [..............................] - ETA: 12:51 - loss: 599.3856 - logits_profile_predictions_loss: 597.2115 - logcount_predictions_loss: 0.0925 68/2421 [..............................] - ETA: 12:51 - loss: 599.3678 - logits_profile_predictions_loss: 597.1935 - logcount_predictions_loss: 0.0925 69/2421 [..............................] - ETA: 12:51 - loss: 599.3507 - logits_profile_predictions_loss: 597.1765 - logcount_predictions_loss: 0.0925 70/2421 [..............................] - ETA: 12:52 - loss: 599.3363 - logits_profile_predictions_loss: 597.1621 - logcount_predictions_loss: 0.0925 71/2421 [..............................] - ETA: 12:52 - loss: 599.3183 - logits_profile_predictions_loss: 597.1442 - logcount_predictions_loss: 0.0925 72/2421 [..............................] - ETA: 12:52 - loss: 599.3015 - logits_profile_predictions_loss: 597.1276 - logcount_predictions_loss: 0.0925 73/2421 [..............................] - ETA: 12:52 - loss: 599.2946 - logits_profile_predictions_loss: 597.1208 - logcount_predictions_loss: 0.0925 74/2421 [..............................] - ETA: 12:52 - loss: 599.2902 - logits_profile_predictions_loss: 597.1167 - logcount_predictions_loss: 0.0925 75/2421 [..............................] - ETA: 12:52 - loss: 599.2800 - logits_profile_predictions_loss: 597.1068 - logcount_predictions_loss: 0.0925 76/2421 [..............................] - ETA: 12:52 - loss: 599.2696 - logits_profile_predictions_loss: 597.0968 - logcount_predictions_loss: 0.0925 77/2421 [..............................] - ETA: 12:52 - loss: 599.2697 - logits_profile_predictions_loss: 597.0971 - logcount_predictions_loss: 0.0924 78/2421 [..............................] - ETA: 12:52 - loss: 599.2680 - 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[>.............................] - ETA: 12:52 - loss: 599.3579 - logits_profile_predictions_loss: 597.1856 - logcount_predictions_loss: 0.0924 86/2421 [>.............................] - ETA: 12:52 - loss: 599.3699 - logits_profile_predictions_loss: 597.1975 - logcount_predictions_loss: 0.0924 87/2421 [>.............................] - ETA: 12:52 - loss: 599.3796 - logits_profile_predictions_loss: 597.2072 - logcount_predictions_loss: 0.0924 88/2421 [>.............................] - ETA: 12:52 - loss: 599.4008 - logits_profile_predictions_loss: 597.2282 - logcount_predictions_loss: 0.0925 89/2421 [>.............................] - ETA: 12:52 - loss: 599.4254 - logits_profile_predictions_loss: 597.2526 - logcount_predictions_loss: 0.0925 90/2421 [>.............................] - ETA: 12:52 - loss: 599.4441 - logits_profile_predictions_loss: 597.2710 - logcount_predictions_loss: 0.0925 91/2421 [>.............................] - ETA: 12:52 - loss: 599.4603 - 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[>.............................] - ETA: 12:52 - loss: 599.6077 - logits_profile_predictions_loss: 597.4328 - logcount_predictions_loss: 0.0926 99/2421 [>.............................] - ETA: 12:52 - loss: 599.6374 - logits_profile_predictions_loss: 597.4620 - logcount_predictions_loss: 0.0926 100/2421 [>.............................] - ETA: 12:52 - loss: 599.6664 - logits_profile_predictions_loss: 597.4908 - logcount_predictions_loss: 0.0926 101/2421 [>.............................] - ETA: 12:52 - loss: 599.6890 - logits_profile_predictions_loss: 597.5131 - logcount_predictions_loss: 0.0926 102/2421 [>.............................] - ETA: 12:52 - loss: 599.7146 - logits_profile_predictions_loss: 597.5386 - logcount_predictions_loss: 0.0926 103/2421 [>.............................] - ETA: 12:52 - loss: 599.7354 - logits_profile_predictions_loss: 597.5591 - logcount_predictions_loss: 0.0926 104/2421 [>.............................] - ETA: 12:52 - loss: 599.7502 - 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[>.............................] - ETA: 12:50 - loss: 599.8813 - logits_profile_predictions_loss: 597.7024 - logcount_predictions_loss: 0.0927 112/2421 [>.............................] - ETA: 12:50 - loss: 599.8991 - logits_profile_predictions_loss: 597.7198 - logcount_predictions_loss: 0.0927 113/2421 [>.............................] - ETA: 12:50 - loss: 599.9130 - logits_profile_predictions_loss: 597.7333 - logcount_predictions_loss: 0.0928 114/2421 [>.............................] - ETA: 12:50 - loss: 599.9260 - logits_profile_predictions_loss: 597.7458 - logcount_predictions_loss: 0.0928 115/2421 [>.............................] - ETA: 12:50 - loss: 599.9419 - logits_profile_predictions_loss: 597.7612 - logcount_predictions_loss: 0.0928 116/2421 [>.............................] - ETA: 12:50 - loss: 599.9588 - logits_profile_predictions_loss: 597.7776 - logcount_predictions_loss: 0.0928 117/2421 [>.............................] - ETA: 12:50 - loss: 599.9738 - 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[>.............................] - ETA: 12:48 - loss: 600.0234 - logits_profile_predictions_loss: 597.8375 - logcount_predictions_loss: 0.0930 125/2421 [>.............................] - ETA: 12:48 - loss: 600.0274 - logits_profile_predictions_loss: 597.8409 - logcount_predictions_loss: 0.0930 126/2421 [>.............................] - ETA: 12:48 - loss: 600.0313 - logits_profile_predictions_loss: 597.8441 - logcount_predictions_loss: 0.0931 127/2421 [>.............................] - ETA: 12:48 - loss: 600.0393 - logits_profile_predictions_loss: 597.8513 - logcount_predictions_loss: 0.0931 128/2421 [>.............................] - ETA: 12:48 - loss: 600.0450 - logits_profile_predictions_loss: 597.8562 - logcount_predictions_loss: 0.0931 129/2421 [>.............................] - ETA: 12:48 - loss: 600.0489 - logits_profile_predictions_loss: 597.8593 - logcount_predictions_loss: 0.0932 130/2421 [>.............................] - ETA: 12:47 - loss: 600.0555 - 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[============================>.] - ETA: 25s - loss: 603.2302 - logits_profile_predictions_loss: 600.8553 - logcount_predictions_loss: 0.1011 2348/2421 [============================>.] - ETA: 24s - loss: 603.2302 - logits_profile_predictions_loss: 600.8553 - logcount_predictions_loss: 0.1011 2349/2421 [============================>.] - ETA: 24s - loss: 603.2302 - logits_profile_predictions_loss: 600.8553 - logcount_predictions_loss: 0.1011 2350/2421 [============================>.] - ETA: 24s - loss: 603.2302 - logits_profile_predictions_loss: 600.8553 - logcount_predictions_loss: 0.1011 2351/2421 [============================>.] - ETA: 23s - loss: 603.2302 - logits_profile_predictions_loss: 600.8553 - logcount_predictions_loss: 0.1011 2352/2421 [============================>.] - ETA: 23s - loss: 603.2302 - logits_profile_predictions_loss: 600.8553 - logcount_predictions_loss: 0.1011 2353/2421 [============================>.] - ETA: 23s - loss: 603.2302 - 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[============================>.] - ETA: 20s - loss: 603.2302 - logits_profile_predictions_loss: 600.8552 - logcount_predictions_loss: 0.1011 2361/2421 [============================>.] - ETA: 20s - loss: 603.2302 - logits_profile_predictions_loss: 600.8552 - logcount_predictions_loss: 0.1011 2362/2421 [============================>.] - ETA: 20s - loss: 603.2302 - logits_profile_predictions_loss: 600.8552 - logcount_predictions_loss: 0.1011 2363/2421 [============================>.] - ETA: 19s - loss: 603.2302 - logits_profile_predictions_loss: 600.8551 - logcount_predictions_loss: 0.1011 2364/2421 [============================>.] - ETA: 19s - loss: 603.2302 - logits_profile_predictions_loss: 600.8551 - logcount_predictions_loss: 0.1011 2365/2421 [============================>.] - ETA: 19s - loss: 603.2302 - logits_profile_predictions_loss: 600.8551 - logcount_predictions_loss: 0.1011 2366/2421 [============================>.] - ETA: 18s - loss: 603.2302 - 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[============================>.] - ETA: 16s - loss: 603.2303 - logits_profile_predictions_loss: 600.8552 - logcount_predictions_loss: 0.1011 2374/2421 [============================>.] - ETA: 16s - loss: 603.2304 - logits_profile_predictions_loss: 600.8552 - logcount_predictions_loss: 0.1011 2375/2421 [============================>.] - ETA: 15s - loss: 603.2304 - logits_profile_predictions_loss: 600.8553 - logcount_predictions_loss: 0.1011 2376/2421 [============================>.] - ETA: 15s - loss: 603.2304 - logits_profile_predictions_loss: 600.8552 - logcount_predictions_loss: 0.1011 2377/2421 [============================>.] - ETA: 14s - loss: 603.2304 - logits_profile_predictions_loss: 600.8552 - logcount_predictions_loss: 0.1011 2378/2421 [============================>.] - ETA: 14s - loss: 603.2304 - logits_profile_predictions_loss: 600.8552 - logcount_predictions_loss: 0.1011 2379/2421 [============================>.] - ETA: 14s - loss: 603.2304 - 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[============================>.] - ETA: 11s - loss: 603.2303 - logits_profile_predictions_loss: 600.8551 - logcount_predictions_loss: 0.1011 2387/2421 [============================>.] - ETA: 11s - loss: 603.2303 - logits_profile_predictions_loss: 600.8551 - logcount_predictions_loss: 0.1011 2388/2421 [============================>.] - ETA: 11s - loss: 603.2303 - logits_profile_predictions_loss: 600.8551 - logcount_predictions_loss: 0.1011 2389/2421 [============================>.] - ETA: 10s - loss: 603.2303 - logits_profile_predictions_loss: 600.8551 - logcount_predictions_loss: 0.1011 2390/2421 [============================>.] - ETA: 10s - loss: 603.2303 - logits_profile_predictions_loss: 600.8551 - logcount_predictions_loss: 0.1011 2391/2421 [============================>.] - ETA: 10s - loss: 603.2303 - logits_profile_predictions_loss: 600.8551 - logcount_predictions_loss: 0.1011 2392/2421 [============================>.] - ETA: 9s - loss: 603.2303 - logits_profile_predictions_loss: 600.8550 - logcount_predictions_loss: 0.1011  2393/2421 [============================>.] - ETA: 9s - loss: 603.2303 - logits_profile_predictions_loss: 600.8550 - logcount_predictions_loss: 0.1011 2394/2421 [============================>.] - ETA: 9s - loss: 603.2303 - logits_profile_predictions_loss: 600.8550 - logcount_predictions_loss: 0.1011 2395/2421 [============================>.] - ETA: 8s - loss: 603.2303 - logits_profile_predictions_loss: 600.8550 - logcount_predictions_loss: 0.1011 2396/2421 [============================>.] - ETA: 8s - loss: 603.2303 - logits_profile_predictions_loss: 600.8550 - logcount_predictions_loss: 0.1011 2397/2421 [============================>.] - ETA: 8s - loss: 603.2302 - logits_profile_predictions_loss: 600.8549 - logcount_predictions_loss: 0.1011 2398/2421 [============================>.] - ETA: 7s - loss: 603.2302 - logits_profile_predictions_loss: 600.8549 - logcount_predictions_loss: 0.1011 2399/2421 [============================>.] - ETA: 7s - loss: 603.2302 - logits_profile_predictions_loss: 600.8549 - logcount_predictions_loss: 0.1011 2400/2421 [============================>.] - ETA: 7s - loss: 603.2302 - logits_profile_predictions_loss: 600.8549 - logcount_predictions_loss: 0.1011 2401/2421 [============================>.] - ETA: 6s - loss: 603.2302 - logits_profile_predictions_loss: 600.8549 - logcount_predictions_loss: 0.1011 2402/2421 [============================>.] - ETA: 6s - loss: 603.2302 - logits_profile_predictions_loss: 600.8548 - logcount_predictions_loss: 0.1011 2403/2421 [============================>.] - ETA: 6s - loss: 603.2302 - logits_profile_predictions_loss: 600.8548 - logcount_predictions_loss: 0.1011 2404/2421 [============================>.] - ETA: 5s - loss: 603.2302 - logits_profile_predictions_loss: 600.8548 - logcount_predictions_loss: 0.1011 2405/2421 [============================>.] - ETA: 5s - loss: 603.2301 - logits_profile_predictions_loss: 600.8548 - logcount_predictions_loss: 0.1011 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logits_profile_predictions_loss: 600.8547 - logcount_predictions_loss: 0.1011 2413/2421 [============================>.] - ETA: 2s - loss: 603.2302 - logits_profile_predictions_loss: 600.8548 - logcount_predictions_loss: 0.1011 2414/2421 [============================>.] - ETA: 2s - loss: 603.2302 - logits_profile_predictions_loss: 600.8548 - logcount_predictions_loss: 0.1011 2415/2421 [============================>.] - ETA: 2s - loss: 603.2302 - logits_profile_predictions_loss: 600.8548 - logcount_predictions_loss: 0.1011 2416/2421 [============================>.] - ETA: 1s - loss: 603.2303 - logits_profile_predictions_loss: 600.8548 - logcount_predictions_loss: 0.1011 2417/2421 [============================>.] - ETA: 1s - loss: 603.2303 - logits_profile_predictions_loss: 600.8549 - logcount_predictions_loss: 0.1011 2418/2421 [============================>.] - ETA: 1s - loss: 603.2304 - logits_profile_predictions_loss: 600.8549 - logcount_predictions_loss: 0.1011 2419/2421 [============================>.] - ETA: 0s - loss: 603.2304 - logits_profile_predictions_loss: 600.8550 - logcount_predictions_loss: 0.1011 2420/2421 [============================>.] - ETA: 0s - loss: 603.2305 - logits_profile_predictions_loss: 600.8550 - logcount_predictions_loss: 0.1011 2421/2421 [==============================] - ETA: 0s - loss: 603.2305 - logits_profile_predictions_loss: 600.8551 - logcount_predictions_loss: 0.1011 2421/2421 [==============================] - 859s 355ms/step - loss: 603.2306 - logits_profile_predictions_loss: 600.8551 - logcount_predictions_loss: 0.1011 - val_loss: 613.4761 - val_logits_profile_predictions_loss: 610.9650 - val_logcount_predictions_loss: 0.1068 Epoch 00008: val_loss did not improve from 610.67883 Epoch 9/50 1/2421 [..............................] - ETA: 12:52 - loss: 585.3866 - logits_profile_predictions_loss: 582.9515 - logcount_predictions_loss: 0.1036 2/2421 [..............................] - ETA: 12:37 - loss: 592.3424 - logits_profile_predictions_loss: 589.8429 - logcount_predictions_loss: 0.1064 3/2421 [..............................] - ETA: 12:37 - loss: 600.5509 - logits_profile_predictions_loss: 598.0928 - logcount_predictions_loss: 0.1046 4/2421 [..............................] - ETA: 12:39 - loss: 600.7704 - logits_profile_predictions_loss: 598.3627 - logcount_predictions_loss: 0.1025 5/2421 [..............................] - ETA: 12:39 - loss: 602.2672 - logits_profile_predictions_loss: 599.9085 - logcount_predictions_loss: 0.1004 6/2421 [..............................] - ETA: 12:38 - loss: 603.1951 - logits_profile_predictions_loss: 600.8577 - logcount_predictions_loss: 0.0995 7/2421 [..............................] - ETA: 12:39 - loss: 603.1671 - logits_profile_predictions_loss: 600.8367 - logcount_predictions_loss: 0.0992 8/2421 [..............................] - ETA: 12:38 - loss: 602.3810 - logits_profile_predictions_loss: 600.0551 - logcount_predictions_loss: 0.0990 9/2421 [..............................] - ETA: 12:38 - loss: 601.4974 - logits_profile_predictions_loss: 599.1738 - logcount_predictions_loss: 0.0989 10/2421 [..............................] - ETA: 12:38 - loss: 601.4649 - logits_profile_predictions_loss: 599.1299 - logcount_predictions_loss: 0.0994 11/2421 [..............................] - ETA: 12:39 - loss: 601.5324 - logits_profile_predictions_loss: 599.1818 - logcount_predictions_loss: 0.1000 12/2421 [..............................] - ETA: 12:39 - loss: 601.8690 - logits_profile_predictions_loss: 599.5128 - logcount_predictions_loss: 0.1003 13/2421 [..............................] - ETA: 12:39 - loss: 602.2626 - logits_profile_predictions_loss: 599.9026 - logcount_predictions_loss: 0.1004 14/2421 [..............................] - ETA: 12:39 - loss: 602.3160 - logits_profile_predictions_loss: 599.9396 - logcount_predictions_loss: 0.1011 15/2421 [..............................] - ETA: 12:39 - loss: 602.3118 - logits_profile_predictions_loss: 599.9211 - logcount_predictions_loss: 0.1017 16/2421 [..............................] - ETA: 12:39 - loss: 602.4275 - logits_profile_predictions_loss: 600.0267 - logcount_predictions_loss: 0.1022 17/2421 [..............................] - ETA: 12:39 - loss: 602.4151 - logits_profile_predictions_loss: 600.0088 - logcount_predictions_loss: 0.1024 18/2421 [..............................] - ETA: 12:39 - loss: 602.3598 - logits_profile_predictions_loss: 599.9492 - logcount_predictions_loss: 0.1026 19/2421 [..............................] - ETA: 12:39 - loss: 602.3855 - logits_profile_predictions_loss: 599.9708 - logcount_predictions_loss: 0.1028 20/2421 [..............................] - ETA: 12:39 - loss: 602.2794 - logits_profile_predictions_loss: 599.8560 - logcount_predictions_loss: 0.1031 21/2421 [..............................] - ETA: 12:38 - loss: 602.1598 - logits_profile_predictions_loss: 599.7294 - logcount_predictions_loss: 0.1034 22/2421 [..............................] - ETA: 12:38 - loss: 602.0519 - logits_profile_predictions_loss: 599.6154 - logcount_predictions_loss: 0.1037 23/2421 [..............................] - ETA: 12:38 - loss: 602.0743 - logits_profile_predictions_loss: 599.6321 - logcount_predictions_loss: 0.1039 24/2421 [..............................] - ETA: 12:38 - loss: 602.0343 - logits_profile_predictions_loss: 599.5859 - logcount_predictions_loss: 0.1042 25/2421 [..............................] - ETA: 12:38 - loss: 601.9623 - logits_profile_predictions_loss: 599.5063 - logcount_predictions_loss: 0.1045 26/2421 [..............................] - ETA: 12:38 - loss: 601.9322 - logits_profile_predictions_loss: 599.4696 - logcount_predictions_loss: 0.1048 27/2421 [..............................] - ETA: 12:39 - loss: 601.9083 - logits_profile_predictions_loss: 599.4403 - logcount_predictions_loss: 0.1050 28/2421 [..............................] - ETA: 12:39 - loss: 601.9409 - logits_profile_predictions_loss: 599.4671 - logcount_predictions_loss: 0.1053 29/2421 [..............................] - ETA: 12:39 - loss: 601.9676 - logits_profile_predictions_loss: 599.4888 - logcount_predictions_loss: 0.1055 30/2421 [..............................] - ETA: 12:39 - loss: 601.9693 - logits_profile_predictions_loss: 599.4867 - logcount_predictions_loss: 0.1056 31/2421 [..............................] - ETA: 12:40 - loss: 601.9901 - logits_profile_predictions_loss: 599.5050 - logcount_predictions_loss: 0.1057 32/2421 [..............................] - ETA: 12:41 - loss: 602.0296 - logits_profile_predictions_loss: 599.5421 - logcount_predictions_loss: 0.1058 33/2421 [..............................] - ETA: 12:42 - loss: 602.0647 - logits_profile_predictions_loss: 599.5756 - logcount_predictions_loss: 0.1059 34/2421 [..............................] - ETA: 12:42 - loss: 602.1074 - logits_profile_predictions_loss: 599.6167 - logcount_predictions_loss: 0.1060 35/2421 [..............................] - ETA: 12:42 - loss: 602.1216 - logits_profile_predictions_loss: 599.6304 - logcount_predictions_loss: 0.1060 36/2421 [..............................] - ETA: 12:43 - loss: 602.2403 - logits_profile_predictions_loss: 599.7482 - logcount_predictions_loss: 0.1060 37/2421 [..............................] - ETA: 12:43 - loss: 602.3465 - logits_profile_predictions_loss: 599.8540 - logcount_predictions_loss: 0.1061 38/2421 [..............................] - ETA: 12:43 - loss: 602.4292 - logits_profile_predictions_loss: 599.9368 - logcount_predictions_loss: 0.1061 39/2421 [..............................] - ETA: 12:43 - loss: 602.5000 - logits_profile_predictions_loss: 600.0081 - logcount_predictions_loss: 0.1060 40/2421 [..............................] - ETA: 12:44 - loss: 602.5376 - logits_profile_predictions_loss: 600.0468 - logcount_predictions_loss: 0.1060 41/2421 [..............................] - ETA: 12:44 - loss: 602.5384 - logits_profile_predictions_loss: 600.0482 - logcount_predictions_loss: 0.1060 42/2421 [..............................] - ETA: 12:45 - loss: 602.5617 - logits_profile_predictions_loss: 600.0722 - logcount_predictions_loss: 0.1059 43/2421 [..............................] - ETA: 12:45 - loss: 602.5725 - logits_profile_predictions_loss: 600.0837 - logcount_predictions_loss: 0.1059 44/2421 [..............................] - ETA: 12:46 - loss: 602.5720 - logits_profile_predictions_loss: 600.0839 - logcount_predictions_loss: 0.1059 45/2421 [..............................] - ETA: 12:46 - loss: 602.5712 - logits_profile_predictions_loss: 600.0840 - logcount_predictions_loss: 0.1058 46/2421 [..............................] - ETA: 12:46 - loss: 602.5695 - logits_profile_predictions_loss: 600.0830 - logcount_predictions_loss: 0.1058 47/2421 [..............................] - ETA: 12:47 - loss: 602.5655 - logits_profile_predictions_loss: 600.0801 - logcount_predictions_loss: 0.1058 48/2421 [..............................] - ETA: 12:47 - loss: 602.5676 - logits_profile_predictions_loss: 600.0831 - logcount_predictions_loss: 0.1057 49/2421 [..............................] - ETA: 12:47 - loss: 602.5682 - logits_profile_predictions_loss: 600.0847 - logcount_predictions_loss: 0.1057 50/2421 [..............................] - ETA: 12:48 - loss: 602.5597 - logits_profile_predictions_loss: 600.0774 - logcount_predictions_loss: 0.1056 51/2421 [..............................] - ETA: 12:48 - loss: 602.5471 - logits_profile_predictions_loss: 600.0658 - logcount_predictions_loss: 0.1056 52/2421 [..............................] - ETA: 12:48 - loss: 602.5397 - logits_profile_predictions_loss: 600.0596 - logcount_predictions_loss: 0.1055 53/2421 [..............................] - ETA: 12:48 - loss: 602.5285 - logits_profile_predictions_loss: 600.0496 - logcount_predictions_loss: 0.1055 54/2421 [..............................] - ETA: 12:49 - loss: 602.5346 - 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[==============================] - ETA: 0s - loss: 602.3530 - logits_profile_predictions_loss: 599.9922 - logcount_predictions_loss: 0.1004 2421/2421 [==============================] - 859s 355ms/step - loss: 602.3530 - logits_profile_predictions_loss: 599.9923 - logcount_predictions_loss: 0.1004 - val_loss: 606.1251 - val_logits_profile_predictions_loss: 604.1420 - val_logcount_predictions_loss: 0.0844 Epoch 00009: val_loss improved from 610.67883 to 606.12512, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4/chrombpnet.h5 Epoch 10/50 1/2421 [..............................] - ETA: 12:53 - loss: 587.6601 - logits_profile_predictions_loss: 586.3622 - logcount_predictions_loss: 0.0552 2/2421 [..............................] - ETA: 12:33 - loss: 580.4326 - logits_profile_predictions_loss: 578.7823 - logcount_predictions_loss: 0.0702 3/2421 [..............................] - ETA: 12:34 - loss: 574.5617 - 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[============================>.] - ETA: 15s - loss: 600.8390 - logits_profile_predictions_loss: 598.5517 - logcount_predictions_loss: 0.0973 2377/2421 [============================>.] - ETA: 15s - loss: 600.8393 - logits_profile_predictions_loss: 598.5519 - logcount_predictions_loss: 0.0973 2378/2421 [============================>.] - ETA: 14s - loss: 600.8396 - logits_profile_predictions_loss: 598.5522 - logcount_predictions_loss: 0.0973 2379/2421 [============================>.] - ETA: 14s - loss: 600.8398 - logits_profile_predictions_loss: 598.5525 - logcount_predictions_loss: 0.0973 2380/2421 [============================>.] - ETA: 14s - loss: 600.8401 - logits_profile_predictions_loss: 598.5527 - logcount_predictions_loss: 0.0973 2381/2421 [============================>.] - ETA: 13s - loss: 600.8404 - logits_profile_predictions_loss: 598.5530 - logcount_predictions_loss: 0.0973 2382/2421 [============================>.] - ETA: 13s - loss: 600.8406 - 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[============================>.] - ETA: 10s - loss: 600.8425 - logits_profile_predictions_loss: 598.5551 - logcount_predictions_loss: 0.0973 2390/2421 [============================>.] - ETA: 10s - loss: 600.8427 - logits_profile_predictions_loss: 598.5554 - logcount_predictions_loss: 0.0973 2391/2421 [============================>.] - ETA: 10s - loss: 600.8430 - logits_profile_predictions_loss: 598.5556 - logcount_predictions_loss: 0.0973 2392/2421 [============================>.] - ETA: 9s - loss: 600.8432 - logits_profile_predictions_loss: 598.5559 - logcount_predictions_loss: 0.0973  2393/2421 [============================>.] - ETA: 9s - loss: 600.8435 - logits_profile_predictions_loss: 598.5561 - logcount_predictions_loss: 0.0973 2394/2421 [============================>.] - ETA: 9s - loss: 600.8437 - logits_profile_predictions_loss: 598.5564 - logcount_predictions_loss: 0.0973 2395/2421 [============================>.] - ETA: 8s - loss: 600.8440 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 598.5620 - logcount_predictions_loss: 0.0973 2416/2421 [============================>.] - ETA: 1s - loss: 600.8497 - logits_profile_predictions_loss: 598.5623 - logcount_predictions_loss: 0.0973 2417/2421 [============================>.] - ETA: 1s - loss: 600.8500 - logits_profile_predictions_loss: 598.5626 - logcount_predictions_loss: 0.0973 2418/2421 [============================>.] - ETA: 1s - loss: 600.8502 - logits_profile_predictions_loss: 598.5629 - logcount_predictions_loss: 0.0973 2419/2421 [============================>.] - ETA: 0s - loss: 600.8505 - logits_profile_predictions_loss: 598.5631 - logcount_predictions_loss: 0.0973 2420/2421 [============================>.] - ETA: 0s - loss: 600.8508 - logits_profile_predictions_loss: 598.5634 - logcount_predictions_loss: 0.0973 2421/2421 [==============================] - ETA: 0s - loss: 600.8511 - logits_profile_predictions_loss: 598.5637 - logcount_predictions_loss: 0.0973 2421/2421 [==============================] - 864s 357ms/step - loss: 600.8513 - logits_profile_predictions_loss: 598.5639 - logcount_predictions_loss: 0.0973 - val_loss: 612.6312 - val_logits_profile_predictions_loss: 610.6972 - val_logcount_predictions_loss: 0.0823 Epoch 00010: val_loss did not improve from 606.12512 Epoch 11/50 1/2421 [..............................] - ETA: 12:50 - loss: 613.1036 - logits_profile_predictions_loss: 611.3478 - logcount_predictions_loss: 0.0747 2/2421 [..............................] - ETA: 12:36 - loss: 612.9972 - logits_profile_predictions_loss: 611.2132 - logcount_predictions_loss: 0.0759 3/2421 [..............................] - ETA: 12:36 - loss: 617.8243 - logits_profile_predictions_loss: 615.9834 - logcount_predictions_loss: 0.0783 4/2421 [..............................] - ETA: 12:38 - loss: 618.1229 - logits_profile_predictions_loss: 616.1854 - logcount_predictions_loss: 0.0824 5/2421 [..............................] - ETA: 12:38 - loss: 617.4844 - logits_profile_predictions_loss: 615.4747 - logcount_predictions_loss: 0.0855 6/2421 [..............................] - ETA: 12:38 - loss: 617.4386 - logits_profile_predictions_loss: 615.3720 - logcount_predictions_loss: 0.0879 7/2421 [..............................] - ETA: 12:38 - loss: 617.3515 - logits_profile_predictions_loss: 615.2328 - logcount_predictions_loss: 0.0902 8/2421 [..............................] - ETA: 12:38 - loss: 615.8529 - logits_profile_predictions_loss: 613.6879 - logcount_predictions_loss: 0.0921 9/2421 [..............................] - ETA: 12:38 - loss: 615.7464 - logits_profile_predictions_loss: 613.5570 - logcount_predictions_loss: 0.0932 10/2421 [..............................] - ETA: 12:38 - loss: 615.4004 - logits_profile_predictions_loss: 613.1992 - logcount_predictions_loss: 0.0937 11/2421 [..............................] - ETA: 12:38 - loss: 615.0125 - logits_profile_predictions_loss: 612.8099 - logcount_predictions_loss: 0.0937 12/2421 [..............................] - ETA: 12:37 - loss: 614.7269 - logits_profile_predictions_loss: 612.5267 - logcount_predictions_loss: 0.0936 13/2421 [..............................] - ETA: 12:37 - loss: 614.3863 - logits_profile_predictions_loss: 612.1922 - logcount_predictions_loss: 0.0934 14/2421 [..............................] - ETA: 12:37 - loss: 613.9420 - logits_profile_predictions_loss: 611.7541 - logcount_predictions_loss: 0.0931 15/2421 [..............................] - ETA: 12:37 - loss: 613.5853 - logits_profile_predictions_loss: 611.4063 - logcount_predictions_loss: 0.0927 16/2421 [..............................] - ETA: 12:37 - loss: 613.0975 - logits_profile_predictions_loss: 610.9211 - logcount_predictions_loss: 0.0926 17/2421 [..............................] - ETA: 12:39 - loss: 612.5388 - logits_profile_predictions_loss: 610.3667 - logcount_predictions_loss: 0.0924 18/2421 [..............................] - ETA: 12:39 - loss: 612.0689 - 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[..............................] - ETA: 12:38 - loss: 609.4797 - logits_profile_predictions_loss: 607.3402 - logcount_predictions_loss: 0.0910 26/2421 [..............................] - ETA: 12:38 - loss: 609.1342 - logits_profile_predictions_loss: 606.9963 - logcount_predictions_loss: 0.0910 27/2421 [..............................] - ETA: 12:38 - loss: 608.7224 - logits_profile_predictions_loss: 606.5851 - logcount_predictions_loss: 0.0909 28/2421 [..............................] - ETA: 12:38 - loss: 608.3586 - logits_profile_predictions_loss: 606.2216 - logcount_predictions_loss: 0.0909 29/2421 [..............................] - ETA: 12:38 - loss: 607.9786 - logits_profile_predictions_loss: 605.8419 - logcount_predictions_loss: 0.0909 30/2421 [..............................] - ETA: 12:37 - loss: 607.7091 - logits_profile_predictions_loss: 605.5726 - logcount_predictions_loss: 0.0909 31/2421 [..............................] - ETA: 12:37 - loss: 607.4943 - 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[..............................] - ETA: 12:39 - loss: 605.9446 - logits_profile_predictions_loss: 603.7983 - logcount_predictions_loss: 0.0913 39/2421 [..............................] - ETA: 12:39 - loss: 605.8114 - logits_profile_predictions_loss: 603.6630 - logcount_predictions_loss: 0.0914 40/2421 [..............................] - ETA: 12:40 - loss: 605.6364 - logits_profile_predictions_loss: 603.4864 - logcount_predictions_loss: 0.0915 41/2421 [..............................] - ETA: 12:40 - loss: 605.4698 - logits_profile_predictions_loss: 603.3176 - logcount_predictions_loss: 0.0916 42/2421 [..............................] - ETA: 12:40 - loss: 605.3188 - logits_profile_predictions_loss: 603.1643 - logcount_predictions_loss: 0.0917 43/2421 [..............................] - ETA: 12:40 - loss: 605.1624 - logits_profile_predictions_loss: 603.0058 - logcount_predictions_loss: 0.0918 44/2421 [..............................] - ETA: 12:41 - loss: 605.0338 - 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[=>............................] - ETA: 12:18 - loss: 600.5297 - logits_profile_predictions_loss: 598.2857 - logcount_predictions_loss: 0.0955 234/2421 [=>............................] - ETA: 12:17 - loss: 600.5343 - logits_profile_predictions_loss: 598.2902 - logcount_predictions_loss: 0.0955 235/2421 [=>............................] - ETA: 12:17 - loss: 600.5380 - logits_profile_predictions_loss: 598.2939 - logcount_predictions_loss: 0.0955 236/2421 [=>............................] - ETA: 12:17 - loss: 600.5415 - logits_profile_predictions_loss: 598.2972 - logcount_predictions_loss: 0.0955 237/2421 [=>............................] - ETA: 12:16 - loss: 600.5451 - logits_profile_predictions_loss: 598.3008 - logcount_predictions_loss: 0.0955 238/2421 [=>............................] - ETA: 12:16 - loss: 600.5489 - logits_profile_predictions_loss: 598.3045 - logcount_predictions_loss: 0.0955 239/2421 [=>............................] - ETA: 12:16 - loss: 600.5524 - 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[==>...........................] - ETA: 12:06 - loss: 600.5361 - logits_profile_predictions_loss: 598.2903 - logcount_predictions_loss: 0.0956 273/2421 [==>...........................] - ETA: 12:05 - loss: 600.5367 - logits_profile_predictions_loss: 598.2909 - logcount_predictions_loss: 0.0956 274/2421 [==>...........................] - ETA: 12:05 - loss: 600.5371 - logits_profile_predictions_loss: 598.2913 - logcount_predictions_loss: 0.0956 275/2421 [==>...........................] - ETA: 12:05 - loss: 600.5374 - logits_profile_predictions_loss: 598.2914 - logcount_predictions_loss: 0.0956 276/2421 [==>...........................] - ETA: 12:04 - loss: 600.5376 - logits_profile_predictions_loss: 598.2916 - logcount_predictions_loss: 0.0956 277/2421 [==>...........................] - ETA: 12:04 - loss: 600.5371 - logits_profile_predictions_loss: 598.2911 - logcount_predictions_loss: 0.0956 278/2421 [==>...........................] - ETA: 12:04 - loss: 600.5361 - 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[==>...........................] - ETA: 12:02 - loss: 600.5356 - logits_profile_predictions_loss: 598.2895 - logcount_predictions_loss: 0.0956 286/2421 [==>...........................] - ETA: 12:01 - loss: 600.5356 - logits_profile_predictions_loss: 598.2896 - logcount_predictions_loss: 0.0956 287/2421 [==>...........................] - ETA: 12:01 - loss: 600.5351 - logits_profile_predictions_loss: 598.2891 - logcount_predictions_loss: 0.0956 288/2421 [==>...........................] - ETA: 12:01 - loss: 600.5351 - logits_profile_predictions_loss: 598.2891 - logcount_predictions_loss: 0.0956 289/2421 [==>...........................] - ETA: 12:00 - loss: 600.5354 - logits_profile_predictions_loss: 598.2895 - logcount_predictions_loss: 0.0956 290/2421 [==>...........................] - ETA: 12:00 - loss: 600.5359 - logits_profile_predictions_loss: 598.2899 - logcount_predictions_loss: 0.0956 291/2421 [==>...........................] - ETA: 12:00 - loss: 600.5364 - 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[==>...........................] - ETA: 11:58 - loss: 600.5399 - logits_profile_predictions_loss: 598.2942 - logcount_predictions_loss: 0.0956 299/2421 [==>...........................] - ETA: 11:57 - loss: 600.5407 - logits_profile_predictions_loss: 598.2951 - logcount_predictions_loss: 0.0956 300/2421 [==>...........................] - ETA: 11:57 - loss: 600.5413 - logits_profile_predictions_loss: 598.2957 - logcount_predictions_loss: 0.0956 301/2421 [==>...........................] - ETA: 11:57 - loss: 600.5423 - logits_profile_predictions_loss: 598.2968 - logcount_predictions_loss: 0.0956 302/2421 [==>...........................] - ETA: 11:56 - loss: 600.5430 - logits_profile_predictions_loss: 598.2975 - logcount_predictions_loss: 0.0956 303/2421 [==>...........................] - ETA: 11:56 - loss: 600.5444 - logits_profile_predictions_loss: 598.2989 - logcount_predictions_loss: 0.0955 304/2421 [==>...........................] - ETA: 11:56 - loss: 600.5454 - 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[==>...........................] - ETA: 11:53 - loss: 600.5516 - logits_profile_predictions_loss: 598.3065 - logcount_predictions_loss: 0.0955 312/2421 [==>...........................] - ETA: 11:53 - loss: 600.5521 - logits_profile_predictions_loss: 598.3070 - logcount_predictions_loss: 0.0955 313/2421 [==>...........................] - ETA: 11:53 - loss: 600.5526 - logits_profile_predictions_loss: 598.3075 - logcount_predictions_loss: 0.0955 314/2421 [==>...........................] - ETA: 11:52 - loss: 600.5527 - logits_profile_predictions_loss: 598.3076 - logcount_predictions_loss: 0.0955 315/2421 [==>...........................] - ETA: 11:52 - loss: 600.5527 - logits_profile_predictions_loss: 598.3077 - logcount_predictions_loss: 0.0955 316/2421 [==>...........................] - ETA: 11:52 - loss: 600.5527 - logits_profile_predictions_loss: 598.3077 - logcount_predictions_loss: 0.0955 317/2421 [==>...........................] - ETA: 11:51 - loss: 600.5528 - logits_profile_predictions_loss: 598.3077 - logcount_predictions_loss: 0.0955 318/2421 [==>...........................] - ETA: 11:51 - loss: 600.5521 - logits_profile_predictions_loss: 598.3071 - logcount_predictions_loss: 0.0955 319/2421 [==>...........................] - ETA: 11:51 - loss: 600.5514 - logits_profile_predictions_loss: 598.3064 - logcount_predictions_loss: 0.0955 320/2421 [==>...........................] - ETA: 11:50 - loss: 600.5509 - logits_profile_predictions_loss: 598.3059 - logcount_predictions_loss: 0.0955 321/2421 [==>...........................] - ETA: 11:50 - loss: 600.5498 - logits_profile_predictions_loss: 598.3048 - logcount_predictions_loss: 0.0955 322/2421 [==>...........................] - ETA: 11:50 - loss: 600.5483 - logits_profile_predictions_loss: 598.3034 - logcount_predictions_loss: 0.0955 323/2421 [===>..........................] - ETA: 11:50 - loss: 600.5472 - logits_profile_predictions_loss: 598.3022 - logcount_predictions_loss: 0.0955 324/2421 [===>..........................] - ETA: 11:49 - loss: 600.5461 - logits_profile_predictions_loss: 598.3011 - logcount_predictions_loss: 0.0955 325/2421 [===>..........................] - ETA: 11:49 - loss: 600.5450 - logits_profile_predictions_loss: 598.3000 - logcount_predictions_loss: 0.0955 326/2421 [===>..........................] - ETA: 11:49 - loss: 600.5438 - logits_profile_predictions_loss: 598.2987 - logcount_predictions_loss: 0.0955 327/2421 [===>..........................] - ETA: 11:48 - loss: 600.5434 - logits_profile_predictions_loss: 598.2983 - logcount_predictions_loss: 0.0955 328/2421 [===>..........................] - ETA: 11:48 - loss: 600.5430 - logits_profile_predictions_loss: 598.2980 - logcount_predictions_loss: 0.0955 329/2421 [===>..........................] - ETA: 11:48 - loss: 600.5428 - logits_profile_predictions_loss: 598.2978 - logcount_predictions_loss: 0.0955 330/2421 [===>..........................] - ETA: 11:47 - loss: 600.5429 - logits_profile_predictions_loss: 598.2978 - logcount_predictions_loss: 0.0955 331/2421 [===>..........................] - ETA: 11:47 - loss: 600.5429 - logits_profile_predictions_loss: 598.2977 - logcount_predictions_loss: 0.0955 332/2421 [===>..........................] - ETA: 11:47 - loss: 600.5429 - logits_profile_predictions_loss: 598.2977 - logcount_predictions_loss: 0.0955 333/2421 [===>..........................] - ETA: 11:46 - loss: 600.5439 - logits_profile_predictions_loss: 598.2987 - logcount_predictions_loss: 0.0955 334/2421 [===>..........................] - ETA: 11:46 - loss: 600.5452 - logits_profile_predictions_loss: 598.3000 - logcount_predictions_loss: 0.0955 335/2421 [===>..........................] - ETA: 11:46 - loss: 600.5465 - logits_profile_predictions_loss: 598.3012 - logcount_predictions_loss: 0.0955 336/2421 [===>..........................] - ETA: 11:45 - loss: 600.5479 - logits_profile_predictions_loss: 598.3026 - logcount_predictions_loss: 0.0955 337/2421 [===>..........................] - ETA: 11:45 - loss: 600.5493 - logits_profile_predictions_loss: 598.3040 - logcount_predictions_loss: 0.0955 338/2421 [===>..........................] - ETA: 11:45 - loss: 600.5510 - logits_profile_predictions_loss: 598.3057 - logcount_predictions_loss: 0.0955 339/2421 [===>..........................] - ETA: 11:44 - loss: 600.5528 - logits_profile_predictions_loss: 598.3074 - logcount_predictions_loss: 0.0955 340/2421 [===>..........................] - ETA: 11:44 - loss: 600.5547 - logits_profile_predictions_loss: 598.3093 - logcount_predictions_loss: 0.0955 341/2421 [===>..........................] - ETA: 11:44 - loss: 600.5566 - logits_profile_predictions_loss: 598.3112 - logcount_predictions_loss: 0.0955 342/2421 [===>..........................] - ETA: 11:43 - loss: 600.5586 - logits_profile_predictions_loss: 598.3132 - logcount_predictions_loss: 0.0956 343/2421 [===>..........................] - ETA: 11:43 - loss: 600.5607 - logits_profile_predictions_loss: 598.3153 - logcount_predictions_loss: 0.0956 344/2421 [===>..........................] - ETA: 11:43 - loss: 600.5628 - logits_profile_predictions_loss: 598.3173 - logcount_predictions_loss: 0.0956 345/2421 [===>..........................] - ETA: 11:42 - loss: 600.5643 - logits_profile_predictions_loss: 598.3189 - logcount_predictions_loss: 0.0956 346/2421 [===>..........................] - ETA: 11:42 - loss: 600.5661 - logits_profile_predictions_loss: 598.3206 - logcount_predictions_loss: 0.0956 347/2421 [===>..........................] - ETA: 11:42 - loss: 600.5676 - logits_profile_predictions_loss: 598.3222 - logcount_predictions_loss: 0.0956 348/2421 [===>..........................] - ETA: 11:41 - loss: 600.5699 - logits_profile_predictions_loss: 598.3244 - logcount_predictions_loss: 0.0956 349/2421 [===>..........................] - ETA: 11:41 - loss: 600.5727 - logits_profile_predictions_loss: 598.3272 - logcount_predictions_loss: 0.0956 350/2421 [===>..........................] - ETA: 11:41 - loss: 600.5750 - logits_profile_predictions_loss: 598.3295 - logcount_predictions_loss: 0.0955 351/2421 [===>..........................] - ETA: 11:40 - loss: 600.5773 - logits_profile_predictions_loss: 598.3318 - logcount_predictions_loss: 0.0955 352/2421 [===>..........................] - ETA: 11:40 - loss: 600.5791 - logits_profile_predictions_loss: 598.3337 - logcount_predictions_loss: 0.0955 353/2421 [===>..........................] - ETA: 11:40 - loss: 600.5810 - logits_profile_predictions_loss: 598.3356 - logcount_predictions_loss: 0.0955 354/2421 [===>..........................] - ETA: 11:39 - loss: 600.5826 - logits_profile_predictions_loss: 598.3372 - logcount_predictions_loss: 0.0955 355/2421 [===>..........................] - ETA: 11:39 - loss: 600.5838 - logits_profile_predictions_loss: 598.3385 - logcount_predictions_loss: 0.0955 356/2421 [===>..........................] - ETA: 11:39 - loss: 600.5850 - logits_profile_predictions_loss: 598.3397 - logcount_predictions_loss: 0.0955 357/2421 [===>..........................] - ETA: 11:38 - loss: 600.5867 - logits_profile_predictions_loss: 598.3413 - logcount_predictions_loss: 0.0955 358/2421 [===>..........................] - ETA: 11:38 - loss: 600.5881 - logits_profile_predictions_loss: 598.3428 - logcount_predictions_loss: 0.0955 359/2421 [===>..........................] - ETA: 11:38 - loss: 600.5899 - logits_profile_predictions_loss: 598.3446 - logcount_predictions_loss: 0.0955 360/2421 [===>..........................] - ETA: 11:37 - loss: 600.5918 - logits_profile_predictions_loss: 598.3465 - logcount_predictions_loss: 0.0955 361/2421 [===>..........................] - ETA: 11:37 - loss: 600.5937 - logits_profile_predictions_loss: 598.3485 - logcount_predictions_loss: 0.0955 362/2421 [===>..........................] - ETA: 11:37 - loss: 600.5955 - logits_profile_predictions_loss: 598.3502 - logcount_predictions_loss: 0.0955 363/2421 [===>..........................] - ETA: 11:36 - loss: 600.5969 - logits_profile_predictions_loss: 598.3516 - logcount_predictions_loss: 0.0955 364/2421 [===>..........................] - ETA: 11:36 - loss: 600.5982 - logits_profile_predictions_loss: 598.3530 - logcount_predictions_loss: 0.0955 365/2421 [===>..........................] - ETA: 11:36 - loss: 600.6001 - logits_profile_predictions_loss: 598.3549 - logcount_predictions_loss: 0.0955 366/2421 [===>..........................] - ETA: 11:36 - loss: 600.6016 - logits_profile_predictions_loss: 598.3565 - logcount_predictions_loss: 0.0955 367/2421 [===>..........................] - ETA: 11:35 - loss: 600.6031 - logits_profile_predictions_loss: 598.3580 - logcount_predictions_loss: 0.0955 368/2421 [===>..........................] - ETA: 11:35 - loss: 600.6048 - logits_profile_predictions_loss: 598.3597 - logcount_predictions_loss: 0.0955 369/2421 [===>..........................] - ETA: 11:35 - loss: 600.6068 - logits_profile_predictions_loss: 598.3617 - logcount_predictions_loss: 0.0955 370/2421 [===>..........................] - ETA: 11:34 - loss: 600.6095 - logits_profile_predictions_loss: 598.3644 - logcount_predictions_loss: 0.0955 371/2421 [===>..........................] - ETA: 11:34 - loss: 600.6118 - logits_profile_predictions_loss: 598.3668 - logcount_predictions_loss: 0.0955 372/2421 [===>..........................] - ETA: 11:34 - loss: 600.6143 - logits_profile_predictions_loss: 598.3692 - logcount_predictions_loss: 0.0955 373/2421 [===>..........................] - ETA: 11:33 - loss: 600.6165 - logits_profile_predictions_loss: 598.3714 - logcount_predictions_loss: 0.0955 374/2421 [===>..........................] - ETA: 11:33 - loss: 600.6187 - logits_profile_predictions_loss: 598.3737 - logcount_predictions_loss: 0.0955 375/2421 [===>..........................] - ETA: 11:33 - loss: 600.6209 - logits_profile_predictions_loss: 598.3758 - logcount_predictions_loss: 0.0955 376/2421 [===>..........................] - ETA: 11:32 - loss: 600.6226 - logits_profile_predictions_loss: 598.3776 - logcount_predictions_loss: 0.0955 377/2421 [===>..........................] - ETA: 11:32 - loss: 600.6244 - logits_profile_predictions_loss: 598.3794 - logcount_predictions_loss: 0.0955 378/2421 [===>..........................] - ETA: 11:32 - loss: 600.6263 - logits_profile_predictions_loss: 598.3813 - logcount_predictions_loss: 0.0955 379/2421 [===>..........................] - ETA: 11:31 - loss: 600.6285 - logits_profile_predictions_loss: 598.3835 - logcount_predictions_loss: 0.0955 380/2421 [===>..........................] - ETA: 11:31 - loss: 600.6308 - logits_profile_predictions_loss: 598.3858 - logcount_predictions_loss: 0.0955 381/2421 [===>..........................] - ETA: 11:31 - loss: 600.6332 - logits_profile_predictions_loss: 598.3882 - logcount_predictions_loss: 0.0955 382/2421 [===>..........................] - ETA: 11:30 - loss: 600.6355 - logits_profile_predictions_loss: 598.3905 - logcount_predictions_loss: 0.0955 383/2421 [===>..........................] - ETA: 11:30 - loss: 600.6375 - logits_profile_predictions_loss: 598.3924 - logcount_predictions_loss: 0.0955 384/2421 [===>..........................] - ETA: 11:30 - loss: 600.6391 - logits_profile_predictions_loss: 598.3941 - logcount_predictions_loss: 0.0955 385/2421 [===>..........................] - ETA: 11:29 - loss: 600.6410 - logits_profile_predictions_loss: 598.3960 - logcount_predictions_loss: 0.0955 386/2421 [===>..........................] - ETA: 11:29 - loss: 600.6425 - logits_profile_predictions_loss: 598.3975 - logcount_predictions_loss: 0.0955 387/2421 [===>..........................] - ETA: 11:29 - loss: 600.6441 - logits_profile_predictions_loss: 598.3990 - logcount_predictions_loss: 0.0955 388/2421 [===>..........................] - ETA: 11:28 - loss: 600.6457 - logits_profile_predictions_loss: 598.4007 - logcount_predictions_loss: 0.0955 389/2421 [===>..........................] - ETA: 11:28 - loss: 600.6470 - logits_profile_predictions_loss: 598.4020 - logcount_predictions_loss: 0.0955 390/2421 [===>..........................] - ETA: 11:28 - loss: 600.6483 - logits_profile_predictions_loss: 598.4033 - logcount_predictions_loss: 0.0955 391/2421 [===>..........................] - ETA: 11:27 - loss: 600.6494 - logits_profile_predictions_loss: 598.4044 - logcount_predictions_loss: 0.0955 392/2421 [===>..........................] - ETA: 11:27 - loss: 600.6505 - logits_profile_predictions_loss: 598.4055 - logcount_predictions_loss: 0.0955 393/2421 [===>..........................] - ETA: 11:27 - loss: 600.6518 - logits_profile_predictions_loss: 598.4068 - logcount_predictions_loss: 0.0955 394/2421 [===>..........................] - ETA: 11:26 - loss: 600.6534 - logits_profile_predictions_loss: 598.4083 - logcount_predictions_loss: 0.0955 395/2421 [===>..........................] - ETA: 11:26 - loss: 600.6554 - logits_profile_predictions_loss: 598.4104 - logcount_predictions_loss: 0.0955 396/2421 [===>..........................] - ETA: 11:26 - loss: 600.6575 - logits_profile_predictions_loss: 598.4125 - logcount_predictions_loss: 0.0955 397/2421 [===>..........................] - ETA: 11:26 - loss: 600.6597 - logits_profile_predictions_loss: 598.4146 - logcount_predictions_loss: 0.0955 398/2421 [===>..........................] - ETA: 11:25 - loss: 600.6616 - logits_profile_predictions_loss: 598.4165 - logcount_predictions_loss: 0.0955 399/2421 [===>..........................] - ETA: 11:25 - loss: 600.6634 - logits_profile_predictions_loss: 598.4183 - logcount_predictions_loss: 0.0955 400/2421 [===>..........................] - ETA: 11:25 - loss: 600.6656 - logits_profile_predictions_loss: 598.4204 - logcount_predictions_loss: 0.0955 401/2421 [===>..........................] - ETA: 11:24 - loss: 600.6679 - logits_profile_predictions_loss: 598.4227 - logcount_predictions_loss: 0.0955 402/2421 [===>..........................] - ETA: 11:24 - loss: 600.6703 - logits_profile_predictions_loss: 598.4251 - logcount_predictions_loss: 0.0955 403/2421 [===>..........................] - ETA: 11:24 - loss: 600.6727 - logits_profile_predictions_loss: 598.4275 - logcount_predictions_loss: 0.0955 404/2421 [====>.........................] - ETA: 11:23 - loss: 600.6749 - logits_profile_predictions_loss: 598.4297 - logcount_predictions_loss: 0.0955 405/2421 [====>.........................] - ETA: 11:23 - loss: 600.6770 - logits_profile_predictions_loss: 598.4317 - logcount_predictions_loss: 0.0955 406/2421 [====>.........................] - ETA: 11:23 - loss: 600.6793 - logits_profile_predictions_loss: 598.4340 - logcount_predictions_loss: 0.0955 407/2421 [====>.........................] - ETA: 11:22 - loss: 600.6818 - logits_profile_predictions_loss: 598.4365 - logcount_predictions_loss: 0.0955 408/2421 [====>.........................] - ETA: 11:22 - loss: 600.6845 - logits_profile_predictions_loss: 598.4391 - logcount_predictions_loss: 0.0955 409/2421 [====>.........................] - ETA: 11:22 - loss: 600.6873 - logits_profile_predictions_loss: 598.4419 - logcount_predictions_loss: 0.0955 410/2421 [====>.........................] - ETA: 11:21 - loss: 600.6905 - logits_profile_predictions_loss: 598.4452 - logcount_predictions_loss: 0.0955 411/2421 [====>.........................] - ETA: 11:21 - loss: 600.6938 - logits_profile_predictions_loss: 598.4484 - logcount_predictions_loss: 0.0955 412/2421 [====>.........................] - ETA: 11:21 - loss: 600.6965 - logits_profile_predictions_loss: 598.4511 - logcount_predictions_loss: 0.0956 413/2421 [====>.........................] - ETA: 11:20 - loss: 600.6991 - logits_profile_predictions_loss: 598.4536 - logcount_predictions_loss: 0.0956 414/2421 [====>.........................] - ETA: 11:20 - loss: 600.7018 - logits_profile_predictions_loss: 598.4563 - logcount_predictions_loss: 0.0956 415/2421 [====>.........................] - ETA: 11:20 - loss: 600.7048 - logits_profile_predictions_loss: 598.4593 - logcount_predictions_loss: 0.0956 416/2421 [====>.........................] - ETA: 11:19 - loss: 600.7076 - logits_profile_predictions_loss: 598.4621 - logcount_predictions_loss: 0.0956 417/2421 [====>.........................] - ETA: 11:19 - loss: 600.7104 - logits_profile_predictions_loss: 598.4648 - logcount_predictions_loss: 0.0956 418/2421 [====>.........................] - ETA: 11:19 - loss: 600.7133 - logits_profile_predictions_loss: 598.4677 - logcount_predictions_loss: 0.0956 419/2421 [====>.........................] - ETA: 11:18 - loss: 600.7160 - logits_profile_predictions_loss: 598.4704 - logcount_predictions_loss: 0.0956 420/2421 [====>.........................] - ETA: 11:18 - loss: 600.7186 - logits_profile_predictions_loss: 598.4729 - logcount_predictions_loss: 0.0956 421/2421 [====>.........................] - ETA: 11:18 - loss: 600.7211 - logits_profile_predictions_loss: 598.4755 - logcount_predictions_loss: 0.0956 422/2421 [====>.........................] - ETA: 11:17 - loss: 600.7238 - logits_profile_predictions_loss: 598.4781 - logcount_predictions_loss: 0.0956 423/2421 [====>.........................] - ETA: 11:17 - loss: 600.7262 - logits_profile_predictions_loss: 598.4805 - logcount_predictions_loss: 0.0956 424/2421 [====>.........................] - ETA: 11:17 - loss: 600.7288 - logits_profile_predictions_loss: 598.4831 - logcount_predictions_loss: 0.0956 425/2421 [====>.........................] - ETA: 11:16 - loss: 600.7311 - logits_profile_predictions_loss: 598.4854 - logcount_predictions_loss: 0.0956 426/2421 [====>.........................] - ETA: 11:16 - loss: 600.7337 - logits_profile_predictions_loss: 598.4879 - logcount_predictions_loss: 0.0956 427/2421 [====>.........................] - ETA: 11:16 - loss: 600.7359 - logits_profile_predictions_loss: 598.4902 - logcount_predictions_loss: 0.0956 428/2421 [====>.........................] - ETA: 11:15 - loss: 600.7380 - logits_profile_predictions_loss: 598.4923 - logcount_predictions_loss: 0.0956 429/2421 [====>.........................] - ETA: 11:15 - loss: 600.7402 - logits_profile_predictions_loss: 598.4945 - logcount_predictions_loss: 0.0956 430/2421 [====>.........................] - ETA: 11:15 - loss: 600.7425 - logits_profile_predictions_loss: 598.4967 - logcount_predictions_loss: 0.0956 431/2421 [====>.........................] - ETA: 11:14 - loss: 600.7451 - logits_profile_predictions_loss: 598.4993 - logcount_predictions_loss: 0.0956 432/2421 [====>.........................] - ETA: 11:14 - loss: 600.7477 - logits_profile_predictions_loss: 598.5018 - logcount_predictions_loss: 0.0956 433/2421 [====>.........................] - ETA: 11:14 - loss: 600.7501 - logits_profile_predictions_loss: 598.5043 - logcount_predictions_loss: 0.0956 434/2421 [====>.........................] - ETA: 11:13 - loss: 600.7525 - logits_profile_predictions_loss: 598.5067 - logcount_predictions_loss: 0.0956 435/2421 [====>.........................] - ETA: 11:13 - loss: 600.7547 - logits_profile_predictions_loss: 598.5089 - logcount_predictions_loss: 0.0956 436/2421 [====>.........................] - ETA: 11:13 - loss: 600.7570 - logits_profile_predictions_loss: 598.5111 - logcount_predictions_loss: 0.0956 437/2421 [====>.........................] - ETA: 11:12 - loss: 600.7594 - logits_profile_predictions_loss: 598.5136 - logcount_predictions_loss: 0.0956 438/2421 [====>.........................] - ETA: 11:12 - loss: 600.7617 - logits_profile_predictions_loss: 598.5158 - logcount_predictions_loss: 0.0956 439/2421 [====>.........................] - ETA: 11:12 - loss: 600.7639 - logits_profile_predictions_loss: 598.5180 - logcount_predictions_loss: 0.0956 440/2421 [====>.........................] - ETA: 11:11 - loss: 600.7662 - logits_profile_predictions_loss: 598.5203 - logcount_predictions_loss: 0.0956 441/2421 [====>.........................] - ETA: 11:11 - loss: 600.7687 - logits_profile_predictions_loss: 598.5229 - logcount_predictions_loss: 0.0956 442/2421 [====>.........................] - ETA: 11:11 - loss: 600.7712 - logits_profile_predictions_loss: 598.5253 - logcount_predictions_loss: 0.0956 443/2421 [====>.........................] - ETA: 11:10 - loss: 600.7738 - logits_profile_predictions_loss: 598.5278 - logcount_predictions_loss: 0.0956 444/2421 [====>.........................] - ETA: 11:10 - loss: 600.7762 - logits_profile_predictions_loss: 598.5303 - logcount_predictions_loss: 0.0956 445/2421 [====>.........................] - ETA: 11:10 - loss: 600.7786 - logits_profile_predictions_loss: 598.5327 - logcount_predictions_loss: 0.0956 446/2421 [====>.........................] - ETA: 11:09 - loss: 600.7809 - logits_profile_predictions_loss: 598.5350 - logcount_predictions_loss: 0.0956 447/2421 [====>.........................] - ETA: 11:09 - loss: 600.7832 - logits_profile_predictions_loss: 598.5372 - logcount_predictions_loss: 0.0956 448/2421 [====>.........................] - ETA: 11:09 - loss: 600.7854 - logits_profile_predictions_loss: 598.5394 - logcount_predictions_loss: 0.0956 449/2421 [====>.........................] - ETA: 11:08 - loss: 600.7877 - logits_profile_predictions_loss: 598.5418 - logcount_predictions_loss: 0.0956 450/2421 [====>.........................] - ETA: 11:08 - loss: 600.7902 - logits_profile_predictions_loss: 598.5442 - logcount_predictions_loss: 0.0956 451/2421 [====>.........................] - ETA: 11:08 - loss: 600.7925 - logits_profile_predictions_loss: 598.5465 - logcount_predictions_loss: 0.0956 452/2421 [====>.........................] - ETA: 11:07 - loss: 600.7949 - logits_profile_predictions_loss: 598.5489 - logcount_predictions_loss: 0.0956 453/2421 [====>.........................] - ETA: 11:07 - loss: 600.7976 - logits_profile_predictions_loss: 598.5516 - logcount_predictions_loss: 0.0956 454/2421 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logits_profile_predictions_loss: 598.6200 - logcount_predictions_loss: 0.0960 2385/2421 [============================>.] - ETA: 12s - loss: 600.8765 - logits_profile_predictions_loss: 598.6199 - logcount_predictions_loss: 0.0960 2386/2421 [============================>.] - ETA: 11s - loss: 600.8764 - logits_profile_predictions_loss: 598.6198 - logcount_predictions_loss: 0.0960 2387/2421 [============================>.] - ETA: 11s - loss: 600.8764 - logits_profile_predictions_loss: 598.6197 - logcount_predictions_loss: 0.0960 2388/2421 [============================>.] - ETA: 11s - loss: 600.8763 - logits_profile_predictions_loss: 598.6197 - logcount_predictions_loss: 0.0960 2389/2421 [============================>.] - ETA: 10s - loss: 600.8762 - logits_profile_predictions_loss: 598.6196 - logcount_predictions_loss: 0.0960 2390/2421 [============================>.] - ETA: 10s - loss: 600.8761 - logits_profile_predictions_loss: 598.6195 - logcount_predictions_loss: 0.0960 2391/2421 [============================>.] - ETA: 10s - loss: 600.8761 - logits_profile_predictions_loss: 598.6194 - logcount_predictions_loss: 0.0960 2392/2421 [============================>.] - ETA: 9s - loss: 600.8760 - logits_profile_predictions_loss: 598.6194 - logcount_predictions_loss: 0.0960  2393/2421 [============================>.] - ETA: 9s - loss: 600.8759 - logits_profile_predictions_loss: 598.6193 - logcount_predictions_loss: 0.0960 2394/2421 [============================>.] - ETA: 9s - loss: 600.8758 - logits_profile_predictions_loss: 598.6192 - logcount_predictions_loss: 0.0960 2395/2421 [============================>.] - ETA: 8s - loss: 600.8758 - logits_profile_predictions_loss: 598.6191 - logcount_predictions_loss: 0.0960 2396/2421 [============================>.] - ETA: 8s - loss: 600.8757 - logits_profile_predictions_loss: 598.6190 - logcount_predictions_loss: 0.0960 2397/2421 [============================>.] - ETA: 8s - loss: 600.8756 - logits_profile_predictions_loss: 598.6190 - logcount_predictions_loss: 0.0960 2398/2421 [============================>.] - ETA: 7s - loss: 600.8755 - logits_profile_predictions_loss: 598.6189 - logcount_predictions_loss: 0.0960 2399/2421 [============================>.] - ETA: 7s - loss: 600.8754 - logits_profile_predictions_loss: 598.6188 - logcount_predictions_loss: 0.0960 2400/2421 [============================>.] - ETA: 7s - loss: 600.8754 - logits_profile_predictions_loss: 598.6187 - logcount_predictions_loss: 0.0960 2401/2421 [============================>.] - ETA: 6s - loss: 600.8753 - logits_profile_predictions_loss: 598.6186 - logcount_predictions_loss: 0.0960 2402/2421 [============================>.] - ETA: 6s - loss: 600.8752 - logits_profile_predictions_loss: 598.6185 - logcount_predictions_loss: 0.0960 2403/2421 [============================>.] - ETA: 6s - loss: 600.8751 - logits_profile_predictions_loss: 598.6185 - logcount_predictions_loss: 0.0960 2404/2421 [============================>.] - ETA: 5s - loss: 600.8750 - logits_profile_predictions_loss: 598.6184 - logcount_predictions_loss: 0.0960 2405/2421 [============================>.] - ETA: 5s - loss: 600.8750 - logits_profile_predictions_loss: 598.6183 - logcount_predictions_loss: 0.0960 2406/2421 [============================>.] - ETA: 5s - loss: 600.8749 - logits_profile_predictions_loss: 598.6182 - logcount_predictions_loss: 0.0960 2407/2421 [============================>.] - ETA: 4s - loss: 600.8748 - logits_profile_predictions_loss: 598.6181 - logcount_predictions_loss: 0.0960 2408/2421 [============================>.] - ETA: 4s - loss: 600.8747 - logits_profile_predictions_loss: 598.6180 - logcount_predictions_loss: 0.0960 2409/2421 [============================>.] - ETA: 4s - loss: 600.8746 - logits_profile_predictions_loss: 598.6180 - logcount_predictions_loss: 0.0960 2410/2421 [============================>.] - ETA: 3s - loss: 600.8746 - logits_profile_predictions_loss: 598.6179 - logcount_predictions_loss: 0.0960 2411/2421 [============================>.] - ETA: 3s - loss: 600.8745 - logits_profile_predictions_loss: 598.6178 - logcount_predictions_loss: 0.0960 2412/2421 [============================>.] - ETA: 3s - loss: 600.8744 - logits_profile_predictions_loss: 598.6177 - logcount_predictions_loss: 0.0960 2413/2421 [============================>.] - ETA: 2s - loss: 600.8744 - logits_profile_predictions_loss: 598.6176 - logcount_predictions_loss: 0.0960 2414/2421 [============================>.] - ETA: 2s - loss: 600.8743 - logits_profile_predictions_loss: 598.6176 - logcount_predictions_loss: 0.0960 2415/2421 [============================>.] - ETA: 2s - loss: 600.8742 - logits_profile_predictions_loss: 598.6175 - logcount_predictions_loss: 0.0960 2416/2421 [============================>.] - ETA: 1s - loss: 600.8741 - logits_profile_predictions_loss: 598.6174 - logcount_predictions_loss: 0.0960 2417/2421 [============================>.] - ETA: 1s - loss: 600.8741 - logits_profile_predictions_loss: 598.6173 - logcount_predictions_loss: 0.0960 2418/2421 [============================>.] - ETA: 1s - loss: 600.8740 - logits_profile_predictions_loss: 598.6172 - logcount_predictions_loss: 0.0960 2419/2421 [============================>.] - ETA: 0s - loss: 600.8739 - logits_profile_predictions_loss: 598.6172 - logcount_predictions_loss: 0.0960 2420/2421 [============================>.] - ETA: 0s - loss: 600.8738 - logits_profile_predictions_loss: 598.6171 - logcount_predictions_loss: 0.0960 2421/2421 [==============================] - ETA: 0s - loss: 600.8737 - logits_profile_predictions_loss: 598.6170 - logcount_predictions_loss: 0.0960 2421/2421 [==============================] - 857s 354ms/step - loss: 600.8736 - logits_profile_predictions_loss: 598.6169 - logcount_predictions_loss: 0.0960 - val_loss: 611.9675 - val_logits_profile_predictions_loss: 610.0414 - val_logcount_predictions_loss: 0.0820 Epoch 00011: val_loss did not improve from 606.12512 Epoch 12/50 1/2421 [..............................] - ETA: 12:51 - loss: 578.2859 - logits_profile_predictions_loss: 575.9449 - logcount_predictions_loss: 0.0996 2/2421 [..............................] - ETA: 12:35 - loss: 587.1757 - logits_profile_predictions_loss: 585.0223 - logcount_predictions_loss: 0.0916 3/2421 [..............................] - ETA: 12:35 - loss: 590.9671 - logits_profile_predictions_loss: 588.8730 - logcount_predictions_loss: 0.0891 4/2421 [..............................] - ETA: 12:37 - loss: 593.4933 - logits_profile_predictions_loss: 591.4234 - logcount_predictions_loss: 0.0881 5/2421 [..............................] - ETA: 12:37 - loss: 596.5933 - logits_profile_predictions_loss: 594.5434 - logcount_predictions_loss: 0.0872 6/2421 [..............................] - ETA: 12:37 - loss: 597.7378 - logits_profile_predictions_loss: 595.7149 - logcount_predictions_loss: 0.0861 7/2421 [..............................] - ETA: 12:37 - loss: 598.8472 - logits_profile_predictions_loss: 596.8454 - logcount_predictions_loss: 0.0852 8/2421 [..............................] - ETA: 12:37 - loss: 599.7591 - logits_profile_predictions_loss: 597.7594 - logcount_predictions_loss: 0.0851 9/2421 [..............................] - ETA: 12:37 - loss: 600.5596 - logits_profile_predictions_loss: 598.5472 - logcount_predictions_loss: 0.0856 10/2421 [..............................] - ETA: 12:37 - loss: 601.5778 - logits_profile_predictions_loss: 599.5593 - logcount_predictions_loss: 0.0859 11/2421 [..............................] - ETA: 12:37 - loss: 602.6188 - logits_profile_predictions_loss: 600.5977 - logcount_predictions_loss: 0.0860 12/2421 [..............................] - ETA: 12:37 - loss: 603.1882 - logits_profile_predictions_loss: 601.1685 - logcount_predictions_loss: 0.0859 13/2421 [..............................] - ETA: 12:37 - loss: 603.6820 - logits_profile_predictions_loss: 601.6608 - logcount_predictions_loss: 0.0860 14/2421 [..............................] - ETA: 12:37 - loss: 603.9430 - logits_profile_predictions_loss: 601.9227 - logcount_predictions_loss: 0.0860 15/2421 [..............................] - ETA: 12:37 - loss: 603.9461 - logits_profile_predictions_loss: 601.9197 - logcount_predictions_loss: 0.0862 16/2421 [..............................] - ETA: 12:37 - loss: 603.8909 - logits_profile_predictions_loss: 601.8571 - logcount_predictions_loss: 0.0865 17/2421 [..............................] - ETA: 12:37 - loss: 603.7896 - logits_profile_predictions_loss: 601.7517 - logcount_predictions_loss: 0.0867 18/2421 [..............................] - ETA: 12:37 - loss: 603.8579 - logits_profile_predictions_loss: 601.8181 - logcount_predictions_loss: 0.0868 19/2421 [..............................] - ETA: 12:37 - loss: 603.8798 - logits_profile_predictions_loss: 601.8402 - logcount_predictions_loss: 0.0868 20/2421 [..............................] - ETA: 12:37 - loss: 603.8804 - logits_profile_predictions_loss: 601.8422 - logcount_predictions_loss: 0.0867 21/2421 [..............................] - ETA: 12:37 - loss: 603.8069 - logits_profile_predictions_loss: 601.7691 - logcount_predictions_loss: 0.0867 22/2421 [..............................] - ETA: 12:37 - loss: 603.7210 - logits_profile_predictions_loss: 601.6835 - logcount_predictions_loss: 0.0867 23/2421 [..............................] - ETA: 12:37 - loss: 603.6439 - logits_profile_predictions_loss: 601.6069 - logcount_predictions_loss: 0.0867 24/2421 [..............................] - ETA: 12:37 - loss: 603.5437 - logits_profile_predictions_loss: 601.5076 - logcount_predictions_loss: 0.0866 25/2421 [..............................] - ETA: 12:37 - loss: 603.5052 - logits_profile_predictions_loss: 601.4695 - logcount_predictions_loss: 0.0866 26/2421 [..............................] - ETA: 12:37 - loss: 603.3780 - logits_profile_predictions_loss: 601.3424 - logcount_predictions_loss: 0.0866 27/2421 [..............................] - ETA: 12:37 - loss: 603.2167 - logits_profile_predictions_loss: 601.1795 - logcount_predictions_loss: 0.0867 28/2421 [..............................] - ETA: 12:37 - loss: 603.0091 - logits_profile_predictions_loss: 600.9687 - logcount_predictions_loss: 0.0868 29/2421 [..............................] - ETA: 12:37 - loss: 602.9036 - logits_profile_predictions_loss: 600.8586 - logcount_predictions_loss: 0.0870 30/2421 [..............................] - ETA: 12:36 - loss: 602.8256 - logits_profile_predictions_loss: 600.7765 - logcount_predictions_loss: 0.0872 31/2421 [..............................] - ETA: 12:36 - loss: 602.8256 - logits_profile_predictions_loss: 600.7726 - logcount_predictions_loss: 0.0874 32/2421 [..............................] - ETA: 12:36 - loss: 602.7820 - logits_profile_predictions_loss: 600.7249 - logcount_predictions_loss: 0.0875 33/2421 [..............................] - ETA: 12:37 - loss: 602.6803 - logits_profile_predictions_loss: 600.6196 - logcount_predictions_loss: 0.0877 34/2421 [..............................] - ETA: 12:37 - loss: 602.6025 - logits_profile_predictions_loss: 600.5385 - logcount_predictions_loss: 0.0878 35/2421 [..............................] - ETA: 12:37 - loss: 602.4823 - logits_profile_predictions_loss: 600.4155 - logcount_predictions_loss: 0.0880 36/2421 [..............................] - ETA: 12:37 - loss: 602.4248 - logits_profile_predictions_loss: 600.3555 - logcount_predictions_loss: 0.0881 37/2421 [..............................] - ETA: 12:37 - loss: 602.3603 - logits_profile_predictions_loss: 600.2893 - logcount_predictions_loss: 0.0881 38/2421 [..............................] - ETA: 12:38 - loss: 602.3060 - logits_profile_predictions_loss: 600.2335 - logcount_predictions_loss: 0.0882 39/2421 [..............................] - ETA: 12:38 - loss: 602.2290 - logits_profile_predictions_loss: 600.1550 - logcount_predictions_loss: 0.0883 40/2421 [..............................] - ETA: 12:39 - loss: 602.1689 - logits_profile_predictions_loss: 600.0930 - logcount_predictions_loss: 0.0883 41/2421 [..............................] - ETA: 12:39 - loss: 602.0823 - logits_profile_predictions_loss: 600.0042 - logcount_predictions_loss: 0.0884 42/2421 [..............................] - ETA: 12:39 - loss: 601.9944 - logits_profile_predictions_loss: 599.9141 - logcount_predictions_loss: 0.0885 43/2421 [..............................] - ETA: 12:40 - loss: 601.9186 - logits_profile_predictions_loss: 599.8361 - logcount_predictions_loss: 0.0886 44/2421 [..............................] - ETA: 12:40 - loss: 601.8356 - logits_profile_predictions_loss: 599.7508 - logcount_predictions_loss: 0.0887 45/2421 [..............................] - ETA: 12:40 - loss: 601.7731 - logits_profile_predictions_loss: 599.6861 - logcount_predictions_loss: 0.0888 46/2421 [..............................] - ETA: 12:40 - loss: 601.6997 - logits_profile_predictions_loss: 599.6109 - logcount_predictions_loss: 0.0889 47/2421 [..............................] - ETA: 12:40 - loss: 601.6131 - logits_profile_predictions_loss: 599.5230 - logcount_predictions_loss: 0.0889 48/2421 [..............................] - ETA: 12:41 - loss: 601.5334 - logits_profile_predictions_loss: 599.4423 - logcount_predictions_loss: 0.0890 49/2421 [..............................] - ETA: 12:41 - loss: 601.4564 - logits_profile_predictions_loss: 599.3644 - logcount_predictions_loss: 0.0890 50/2421 [..............................] - ETA: 12:41 - loss: 601.4038 - logits_profile_predictions_loss: 599.3111 - logcount_predictions_loss: 0.0891 51/2421 [..............................] - ETA: 12:41 - loss: 601.3356 - logits_profile_predictions_loss: 599.2417 - logcount_predictions_loss: 0.0891 52/2421 [..............................] - ETA: 12:42 - loss: 601.2738 - logits_profile_predictions_loss: 599.1783 - logcount_predictions_loss: 0.0892 53/2421 [..............................] - ETA: 12:42 - loss: 601.2297 - logits_profile_predictions_loss: 599.1328 - logcount_predictions_loss: 0.0892 54/2421 [..............................] - ETA: 12:42 - loss: 601.1929 - logits_profile_predictions_loss: 599.0950 - logcount_predictions_loss: 0.0893 55/2421 [..............................] - ETA: 12:42 - loss: 601.1562 - logits_profile_predictions_loss: 599.0574 - logcount_predictions_loss: 0.0893 56/2421 [..............................] - ETA: 12:42 - loss: 601.1203 - logits_profile_predictions_loss: 599.0207 - logcount_predictions_loss: 0.0893 57/2421 [..............................] - ETA: 12:42 - loss: 601.0829 - logits_profile_predictions_loss: 598.9826 - logcount_predictions_loss: 0.0894 58/2421 [..............................] - ETA: 12:42 - loss: 601.0355 - logits_profile_predictions_loss: 598.9345 - logcount_predictions_loss: 0.0894 59/2421 [..............................] - ETA: 12:42 - loss: 600.9923 - logits_profile_predictions_loss: 598.8907 - logcount_predictions_loss: 0.0894 60/2421 [..............................] - ETA: 12:42 - loss: 600.9376 - logits_profile_predictions_loss: 598.8354 - logcount_predictions_loss: 0.0895 61/2421 [..............................] - ETA: 12:43 - loss: 600.8705 - logits_profile_predictions_loss: 598.7678 - logcount_predictions_loss: 0.0895 62/2421 [..............................] - ETA: 12:43 - loss: 600.7980 - logits_profile_predictions_loss: 598.6947 - logcount_predictions_loss: 0.0895 63/2421 [..............................] - ETA: 12:43 - loss: 600.7271 - logits_profile_predictions_loss: 598.6228 - logcount_predictions_loss: 0.0895 64/2421 [..............................] - ETA: 12:44 - loss: 600.6502 - logits_profile_predictions_loss: 598.5451 - logcount_predictions_loss: 0.0896 65/2421 [..............................] - ETA: 12:44 - loss: 600.5738 - logits_profile_predictions_loss: 598.4680 - logcount_predictions_loss: 0.0896 66/2421 [..............................] - ETA: 12:44 - loss: 600.4908 - logits_profile_predictions_loss: 598.3842 - logcount_predictions_loss: 0.0896 67/2421 [..............................] - ETA: 12:44 - loss: 600.4094 - logits_profile_predictions_loss: 598.3021 - logcount_predictions_loss: 0.0897 68/2421 [..............................] - ETA: 12:44 - loss: 600.3086 - logits_profile_predictions_loss: 598.2005 - logcount_predictions_loss: 0.0897 69/2421 [..............................] - ETA: 12:44 - loss: 600.2180 - logits_profile_predictions_loss: 598.1084 - logcount_predictions_loss: 0.0898 70/2421 [..............................] - ETA: 12:45 - loss: 600.1263 - logits_profile_predictions_loss: 598.0155 - logcount_predictions_loss: 0.0898 71/2421 [..............................] - ETA: 12:44 - loss: 600.0416 - logits_profile_predictions_loss: 597.9297 - logcount_predictions_loss: 0.0899 72/2421 [..............................] - ETA: 12:44 - loss: 599.9641 - logits_profile_predictions_loss: 597.8510 - logcount_predictions_loss: 0.0899 73/2421 [..............................] - ETA: 12:44 - loss: 599.8786 - logits_profile_predictions_loss: 597.7640 - logcount_predictions_loss: 0.0900 74/2421 [..............................] - ETA: 12:45 - loss: 599.7971 - logits_profile_predictions_loss: 597.6811 - logcount_predictions_loss: 0.0900 75/2421 [..............................] - ETA: 12:45 - loss: 599.7224 - logits_profile_predictions_loss: 597.6052 - logcount_predictions_loss: 0.0901 76/2421 [..............................] - ETA: 12:45 - loss: 599.6500 - logits_profile_predictions_loss: 597.5317 - logcount_predictions_loss: 0.0901 77/2421 [..............................] - ETA: 12:45 - loss: 599.5836 - logits_profile_predictions_loss: 597.4642 - logcount_predictions_loss: 0.0902 78/2421 [..............................] - ETA: 12:45 - loss: 599.5103 - logits_profile_predictions_loss: 597.3899 - logcount_predictions_loss: 0.0902 79/2421 [..............................] - ETA: 12:45 - loss: 599.4464 - logits_profile_predictions_loss: 597.3251 - logcount_predictions_loss: 0.0903 80/2421 [..............................] - ETA: 12:45 - loss: 599.3850 - logits_profile_predictions_loss: 597.2628 - logcount_predictions_loss: 0.0903 81/2421 [>.............................] - ETA: 12:45 - loss: 599.3271 - logits_profile_predictions_loss: 597.2041 - logcount_predictions_loss: 0.0903 82/2421 [>.............................] - ETA: 12:45 - loss: 599.2741 - logits_profile_predictions_loss: 597.1504 - logcount_predictions_loss: 0.0904 83/2421 [>.............................] - ETA: 12:45 - loss: 599.2215 - logits_profile_predictions_loss: 597.0971 - logcount_predictions_loss: 0.0904 84/2421 [>.............................] - ETA: 12:45 - loss: 599.1725 - logits_profile_predictions_loss: 597.0476 - logcount_predictions_loss: 0.0904 85/2421 [>.............................] - ETA: 12:45 - loss: 599.1279 - logits_profile_predictions_loss: 597.0025 - logcount_predictions_loss: 0.0904 86/2421 [>.............................] - ETA: 12:45 - loss: 599.0914 - logits_profile_predictions_loss: 596.9656 - logcount_predictions_loss: 0.0905 87/2421 [>.............................] - ETA: 12:45 - loss: 599.0550 - logits_profile_predictions_loss: 596.9289 - logcount_predictions_loss: 0.0905 88/2421 [>.............................] - ETA: 12:45 - loss: 599.0195 - logits_profile_predictions_loss: 596.8931 - logcount_predictions_loss: 0.0905 89/2421 [>.............................] - ETA: 12:45 - loss: 598.9857 - logits_profile_predictions_loss: 596.8591 - logcount_predictions_loss: 0.0905 90/2421 [>.............................] - ETA: 12:45 - loss: 598.9508 - logits_profile_predictions_loss: 596.8239 - logcount_predictions_loss: 0.0905 91/2421 [>.............................] - ETA: 12:45 - loss: 598.9245 - logits_profile_predictions_loss: 596.7973 - logcount_predictions_loss: 0.0905 92/2421 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2413/2421 [============================>.] - ETA: 2s - loss: 600.0715 - logits_profile_predictions_loss: 597.8734 - logcount_predictions_loss: 0.0935 2414/2421 [============================>.] - ETA: 2s - loss: 600.0717 - logits_profile_predictions_loss: 597.8736 - logcount_predictions_loss: 0.0935 2415/2421 [============================>.] - ETA: 2s - loss: 600.0718 - logits_profile_predictions_loss: 597.8737 - logcount_predictions_loss: 0.0935 2416/2421 [============================>.] - ETA: 1s - loss: 600.0719 - logits_profile_predictions_loss: 597.8738 - logcount_predictions_loss: 0.0935 2417/2421 [============================>.] - ETA: 1s - loss: 600.0721 - logits_profile_predictions_loss: 597.8740 - logcount_predictions_loss: 0.0935 2418/2421 [============================>.] - ETA: 1s - loss: 600.0722 - logits_profile_predictions_loss: 597.8741 - logcount_predictions_loss: 0.0935 2419/2421 [============================>.] - ETA: 0s - loss: 600.0723 - logits_profile_predictions_loss: 597.8742 - logcount_predictions_loss: 0.0935 2420/2421 [============================>.] - ETA: 0s - loss: 600.0725 - logits_profile_predictions_loss: 597.8743 - logcount_predictions_loss: 0.0935 2421/2421 [==============================] - ETA: 0s - loss: 600.0726 - logits_profile_predictions_loss: 597.8745 - logcount_predictions_loss: 0.0935 2421/2421 [==============================] - 860s 355ms/step - loss: 600.0728 - logits_profile_predictions_loss: 597.8746 - logcount_predictions_loss: 0.0935 - val_loss: 611.8708 - val_logits_profile_predictions_loss: 609.8241 - val_logcount_predictions_loss: 0.0871 Epoch 00012: val_loss did not improve from 606.12512 Epoch 13/50 1/2421 [..............................] - ETA: 12:54 - loss: 576.0182 - logits_profile_predictions_loss: 574.7209 - logcount_predictions_loss: 0.0552 2/2421 [..............................] - ETA: 12:36 - loss: 583.8816 - logits_profile_predictions_loss: 582.3412 - logcount_predictions_loss: 0.0655 3/2421 [..............................] - ETA: 12:36 - loss: 584.6943 - logits_profile_predictions_loss: 582.9285 - logcount_predictions_loss: 0.0751 4/2421 [..............................] - ETA: 12:38 - loss: 584.5370 - logits_profile_predictions_loss: 582.6953 - logcount_predictions_loss: 0.0784 5/2421 [..............................] - ETA: 12:38 - loss: 587.6652 - logits_profile_predictions_loss: 585.7173 - logcount_predictions_loss: 0.0829 6/2421 [..............................] - ETA: 12:38 - loss: 588.6605 - logits_profile_predictions_loss: 586.6476 - logcount_predictions_loss: 0.0857 7/2421 [..............................] - ETA: 12:38 - loss: 589.1042 - logits_profile_predictions_loss: 587.0584 - logcount_predictions_loss: 0.0871 8/2421 [..............................] - ETA: 12:38 - loss: 589.5882 - logits_profile_predictions_loss: 587.5371 - logcount_predictions_loss: 0.0873 9/2421 [..............................] - ETA: 12:38 - loss: 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16/2421 [..............................] - ETA: 12:38 - loss: 591.0168 - logits_profile_predictions_loss: 588.9395 - logcount_predictions_loss: 0.0884 17/2421 [..............................] - ETA: 12:38 - loss: 591.3248 - logits_profile_predictions_loss: 589.2406 - logcount_predictions_loss: 0.0887 18/2421 [..............................] - ETA: 12:38 - loss: 591.5770 - logits_profile_predictions_loss: 589.4888 - logcount_predictions_loss: 0.0889 19/2421 [..............................] - ETA: 12:38 - loss: 591.6885 - logits_profile_predictions_loss: 589.5934 - logcount_predictions_loss: 0.0892 20/2421 [..............................] - ETA: 12:38 - loss: 591.8953 - logits_profile_predictions_loss: 589.7923 - logcount_predictions_loss: 0.0895 21/2421 [..............................] - ETA: 12:38 - loss: 592.1057 - logits_profile_predictions_loss: 589.9961 - logcount_predictions_loss: 0.0898 22/2421 [..............................] - ETA: 12:38 - loss: 592.1879 - 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[..............................] - ETA: 12:39 - loss: 592.8018 - logits_profile_predictions_loss: 590.6750 - logcount_predictions_loss: 0.0905 30/2421 [..............................] - ETA: 12:40 - loss: 592.8389 - logits_profile_predictions_loss: 590.7111 - logcount_predictions_loss: 0.0905 31/2421 [..............................] - ETA: 12:40 - loss: 592.9198 - logits_profile_predictions_loss: 590.7913 - logcount_predictions_loss: 0.0906 32/2421 [..............................] - ETA: 12:41 - loss: 593.0192 - logits_profile_predictions_loss: 590.8903 - logcount_predictions_loss: 0.0906 33/2421 [..............................] - ETA: 12:41 - loss: 593.1510 - logits_profile_predictions_loss: 591.0222 - logcount_predictions_loss: 0.0906 34/2421 [..............................] - ETA: 12:41 - loss: 593.2793 - logits_profile_predictions_loss: 591.1506 - logcount_predictions_loss: 0.0906 35/2421 [..............................] - ETA: 12:41 - loss: 593.3668 - logits_profile_predictions_loss: 591.2384 - logcount_predictions_loss: 0.0906 36/2421 [..............................] - ETA: 12:42 - loss: 593.4827 - logits_profile_predictions_loss: 591.3546 - logcount_predictions_loss: 0.0906 37/2421 [..............................] - ETA: 12:42 - loss: 593.5601 - logits_profile_predictions_loss: 591.4322 - logcount_predictions_loss: 0.0905 38/2421 [..............................] - ETA: 12:42 - loss: 593.6623 - logits_profile_predictions_loss: 591.5349 - logcount_predictions_loss: 0.0905 39/2421 [..............................] - ETA: 12:43 - loss: 593.7754 - logits_profile_predictions_loss: 591.6486 - logcount_predictions_loss: 0.0905 40/2421 [..............................] - ETA: 12:44 - loss: 593.8608 - logits_profile_predictions_loss: 591.7349 - logcount_predictions_loss: 0.0905 41/2421 [..............................] - ETA: 12:44 - loss: 593.9223 - logits_profile_predictions_loss: 591.7974 - logcount_predictions_loss: 0.0904 42/2421 [..............................] - ETA: 12:44 - loss: 593.9509 - logits_profile_predictions_loss: 591.8270 - logcount_predictions_loss: 0.0904 43/2421 [..............................] - ETA: 12:45 - loss: 593.9761 - logits_profile_predictions_loss: 591.8534 - logcount_predictions_loss: 0.0903 44/2421 [..............................] - ETA: 12:45 - loss: 594.0061 - logits_profile_predictions_loss: 591.8845 - logcount_predictions_loss: 0.0903 45/2421 [..............................] - ETA: 12:45 - loss: 594.0124 - logits_profile_predictions_loss: 591.8920 - logcount_predictions_loss: 0.0902 46/2421 [..............................] - ETA: 12:45 - loss: 594.0467 - logits_profile_predictions_loss: 591.9277 - logcount_predictions_loss: 0.0902 47/2421 [..............................] - ETA: 12:46 - loss: 594.0790 - logits_profile_predictions_loss: 591.9611 - logcount_predictions_loss: 0.0901 48/2421 [..............................] - ETA: 12:46 - loss: 594.0901 - logits_profile_predictions_loss: 591.9735 - logcount_predictions_loss: 0.0901 49/2421 [..............................] - ETA: 12:46 - loss: 594.0928 - logits_profile_predictions_loss: 591.9774 - logcount_predictions_loss: 0.0900 50/2421 [..............................] - ETA: 12:46 - loss: 594.1057 - logits_profile_predictions_loss: 591.9918 - logcount_predictions_loss: 0.0900 51/2421 [..............................] - ETA: 12:46 - loss: 594.1099 - logits_profile_predictions_loss: 591.9976 - logcount_predictions_loss: 0.0899 52/2421 [..............................] - ETA: 12:47 - loss: 594.1121 - logits_profile_predictions_loss: 592.0014 - logcount_predictions_loss: 0.0898 53/2421 [..............................] - ETA: 12:47 - loss: 594.1122 - logits_profile_predictions_loss: 592.0027 - logcount_predictions_loss: 0.0898 54/2421 [..............................] - ETA: 12:48 - loss: 594.1061 - logits_profile_predictions_loss: 591.9977 - logcount_predictions_loss: 0.0897 55/2421 [..............................] - ETA: 12:48 - loss: 594.1001 - logits_profile_predictions_loss: 591.9928 - logcount_predictions_loss: 0.0897 56/2421 [..............................] - ETA: 12:48 - loss: 594.1044 - logits_profile_predictions_loss: 591.9982 - logcount_predictions_loss: 0.0896 57/2421 [..............................] - ETA: 12:48 - loss: 594.1027 - logits_profile_predictions_loss: 591.9978 - logcount_predictions_loss: 0.0896 58/2421 [..............................] - ETA: 12:48 - loss: 594.1124 - logits_profile_predictions_loss: 592.0089 - logcount_predictions_loss: 0.0895 59/2421 [..............................] - ETA: 12:48 - loss: 594.1360 - logits_profile_predictions_loss: 592.0339 - logcount_predictions_loss: 0.0895 60/2421 [..............................] - ETA: 12:48 - loss: 594.1560 - logits_profile_predictions_loss: 592.0547 - logcount_predictions_loss: 0.0894 61/2421 [..............................] - ETA: 12:49 - loss: 594.1877 - logits_profile_predictions_loss: 592.0872 - logcount_predictions_loss: 0.0894 62/2421 [..............................] - ETA: 12:49 - loss: 594.2265 - logits_profile_predictions_loss: 592.1265 - logcount_predictions_loss: 0.0894 63/2421 [..............................] - ETA: 12:49 - loss: 594.2599 - logits_profile_predictions_loss: 592.1604 - logcount_predictions_loss: 0.0893 64/2421 [..............................] - ETA: 12:49 - loss: 594.2930 - logits_profile_predictions_loss: 592.1934 - logcount_predictions_loss: 0.0893 65/2421 [..............................] - ETA: 12:50 - loss: 594.3270 - logits_profile_predictions_loss: 592.2271 - logcount_predictions_loss: 0.0894 66/2421 [..............................] - ETA: 12:50 - loss: 594.3596 - logits_profile_predictions_loss: 592.2594 - logcount_predictions_loss: 0.0894 67/2421 [..............................] - ETA: 12:50 - loss: 594.4061 - logits_profile_predictions_loss: 592.3058 - logcount_predictions_loss: 0.0894 68/2421 [..............................] - ETA: 12:50 - loss: 594.4567 - logits_profile_predictions_loss: 592.3564 - logcount_predictions_loss: 0.0894 69/2421 [..............................] - ETA: 12:50 - loss: 594.5120 - logits_profile_predictions_loss: 592.4116 - logcount_predictions_loss: 0.0894 70/2421 [..............................] - ETA: 12:50 - loss: 594.5528 - logits_profile_predictions_loss: 592.4524 - logcount_predictions_loss: 0.0894 71/2421 [..............................] - ETA: 12:50 - loss: 594.5909 - logits_profile_predictions_loss: 592.4906 - logcount_predictions_loss: 0.0894 72/2421 [..............................] - ETA: 12:50 - loss: 594.6241 - logits_profile_predictions_loss: 592.5239 - logcount_predictions_loss: 0.0894 73/2421 [..............................] - ETA: 12:50 - loss: 594.6663 - logits_profile_predictions_loss: 592.5659 - logcount_predictions_loss: 0.0894 74/2421 [..............................] - ETA: 12:50 - loss: 594.7089 - 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[>.............................] - ETA: 12:50 - loss: 594.9364 - logits_profile_predictions_loss: 592.8347 - logcount_predictions_loss: 0.0894 82/2421 [>.............................] - ETA: 12:50 - loss: 594.9850 - logits_profile_predictions_loss: 592.8830 - logcount_predictions_loss: 0.0894 83/2421 [>.............................] - ETA: 12:50 - loss: 595.0273 - logits_profile_predictions_loss: 592.9252 - logcount_predictions_loss: 0.0895 84/2421 [>.............................] - ETA: 12:50 - loss: 595.0677 - logits_profile_predictions_loss: 592.9653 - logcount_predictions_loss: 0.0895 85/2421 [>.............................] - ETA: 12:51 - loss: 595.1068 - logits_profile_predictions_loss: 593.0040 - logcount_predictions_loss: 0.0895 86/2421 [>.............................] - ETA: 12:51 - loss: 595.1419 - logits_profile_predictions_loss: 593.0388 - logcount_predictions_loss: 0.0895 87/2421 [>.............................] - ETA: 12:51 - loss: 595.1760 - logits_profile_predictions_loss: 593.0729 - logcount_predictions_loss: 0.0895 88/2421 [>.............................] - ETA: 12:50 - loss: 595.2117 - logits_profile_predictions_loss: 593.1085 - logcount_predictions_loss: 0.0895 89/2421 [>.............................] - ETA: 12:50 - loss: 595.2470 - logits_profile_predictions_loss: 593.1438 - logcount_predictions_loss: 0.0895 90/2421 [>.............................] - ETA: 12:50 - loss: 595.2858 - logits_profile_predictions_loss: 593.1826 - logcount_predictions_loss: 0.0895 91/2421 [>.............................] - ETA: 12:50 - loss: 595.3262 - logits_profile_predictions_loss: 593.2230 - logcount_predictions_loss: 0.0895 92/2421 [>.............................] - ETA: 12:50 - loss: 595.3597 - logits_profile_predictions_loss: 593.2565 - logcount_predictions_loss: 0.0895 93/2421 [>.............................] - ETA: 12:50 - loss: 595.3935 - logits_profile_predictions_loss: 593.2904 - logcount_predictions_loss: 0.0895 94/2421 [>.............................] - ETA: 12:50 - loss: 595.4315 - logits_profile_predictions_loss: 593.3284 - logcount_predictions_loss: 0.0895 95/2421 [>.............................] - ETA: 12:50 - loss: 595.4683 - logits_profile_predictions_loss: 593.3651 - logcount_predictions_loss: 0.0895 96/2421 [>.............................] - ETA: 12:50 - loss: 595.5005 - logits_profile_predictions_loss: 593.3973 - logcount_predictions_loss: 0.0895 97/2421 [>.............................] - ETA: 12:49 - loss: 595.5358 - logits_profile_predictions_loss: 593.4326 - logcount_predictions_loss: 0.0895 98/2421 [>.............................] - ETA: 12:50 - loss: 595.5778 - logits_profile_predictions_loss: 593.4746 - logcount_predictions_loss: 0.0895 99/2421 [>.............................] - ETA: 12:50 - loss: 595.6110 - logits_profile_predictions_loss: 593.5078 - logcount_predictions_loss: 0.0895 100/2421 [>.............................] - ETA: 12:50 - loss: 595.6478 - logits_profile_predictions_loss: 593.5445 - logcount_predictions_loss: 0.0895 101/2421 [>.............................] - ETA: 12:50 - loss: 595.6880 - logits_profile_predictions_loss: 593.5847 - logcount_predictions_loss: 0.0895 102/2421 [>.............................] - ETA: 12:50 - loss: 595.7294 - logits_profile_predictions_loss: 593.6261 - logcount_predictions_loss: 0.0895 103/2421 [>.............................] - ETA: 12:49 - loss: 595.7720 - logits_profile_predictions_loss: 593.6688 - logcount_predictions_loss: 0.0895 104/2421 [>.............................] - ETA: 12:49 - loss: 595.8157 - logits_profile_predictions_loss: 593.7126 - logcount_predictions_loss: 0.0895 105/2421 [>.............................] - ETA: 12:49 - loss: 595.8608 - logits_profile_predictions_loss: 593.7577 - logcount_predictions_loss: 0.0895 106/2421 [>.............................] - ETA: 12:49 - loss: 595.9090 - logits_profile_predictions_loss: 593.8062 - logcount_predictions_loss: 0.0895 107/2421 [>.............................] - ETA: 12:49 - loss: 595.9631 - logits_profile_predictions_loss: 593.8604 - logcount_predictions_loss: 0.0895 108/2421 [>.............................] - ETA: 12:49 - loss: 596.0256 - logits_profile_predictions_loss: 593.9229 - logcount_predictions_loss: 0.0895 109/2421 [>.............................] - ETA: 12:49 - loss: 596.0823 - logits_profile_predictions_loss: 593.9798 - logcount_predictions_loss: 0.0895 110/2421 [>.............................] - ETA: 12:49 - loss: 596.1385 - logits_profile_predictions_loss: 594.0361 - logcount_predictions_loss: 0.0895 111/2421 [>.............................] - ETA: 12:49 - loss: 596.1924 - logits_profile_predictions_loss: 594.0901 - logcount_predictions_loss: 0.0895 112/2421 [>.............................] - ETA: 12:49 - loss: 596.2445 - logits_profile_predictions_loss: 594.1421 - logcount_predictions_loss: 0.0895 113/2421 [>.............................] - ETA: 12:49 - loss: 596.2970 - 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[>.............................] - ETA: 12:48 - loss: 596.6576 - logits_profile_predictions_loss: 594.5555 - logcount_predictions_loss: 0.0895 121/2421 [>.............................] - ETA: 12:48 - loss: 596.7044 - logits_profile_predictions_loss: 594.6024 - logcount_predictions_loss: 0.0894 122/2421 [>.............................] - ETA: 12:48 - loss: 596.7508 - logits_profile_predictions_loss: 594.6488 - logcount_predictions_loss: 0.0894 123/2421 [>.............................] - ETA: 12:47 - loss: 596.7935 - logits_profile_predictions_loss: 594.6916 - logcount_predictions_loss: 0.0894 124/2421 [>.............................] - ETA: 12:47 - loss: 596.8376 - logits_profile_predictions_loss: 594.7357 - logcount_predictions_loss: 0.0894 125/2421 [>.............................] - ETA: 12:47 - loss: 596.8810 - logits_profile_predictions_loss: 594.7792 - logcount_predictions_loss: 0.0894 126/2421 [>.............................] - ETA: 12:47 - loss: 596.9254 - 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[============================>.] - ETA: 13s - loss: 596.7441 - logits_profile_predictions_loss: 594.6949 - logcount_predictions_loss: 0.0872 2383/2421 [============================>.] - ETA: 12s - loss: 596.7436 - logits_profile_predictions_loss: 594.6944 - logcount_predictions_loss: 0.0872 2384/2421 [============================>.] - ETA: 12s - loss: 596.7430 - logits_profile_predictions_loss: 594.6938 - logcount_predictions_loss: 0.0872 2385/2421 [============================>.] - ETA: 12s - loss: 596.7425 - logits_profile_predictions_loss: 594.6933 - logcount_predictions_loss: 0.0872 2386/2421 [============================>.] - ETA: 11s - loss: 596.7419 - logits_profile_predictions_loss: 594.6927 - logcount_predictions_loss: 0.0872 2387/2421 [============================>.] - ETA: 11s - loss: 596.7414 - logits_profile_predictions_loss: 594.6922 - logcount_predictions_loss: 0.0872 2388/2421 [============================>.] - ETA: 11s - loss: 596.7408 - 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logits_profile_predictions_loss: 594.6750 - logcount_predictions_loss: 0.0872 2421/2421 [==============================] - 860s 355ms/step - loss: 596.7233 - logits_profile_predictions_loss: 594.6745 - logcount_predictions_loss: 0.0872 - val_loss: 610.6658 - val_logits_profile_predictions_loss: 608.7680 - val_logcount_predictions_loss: 0.0807 Epoch 00013: val_loss did not improve from 606.12512 Epoch 14/50 1/2421 [..............................] - ETA: 12:54 - loss: 556.1083 - logits_profile_predictions_loss: 554.4990 - logcount_predictions_loss: 0.0685 2/2421 [..............................] - ETA: 12:36 - loss: 573.8851 - logits_profile_predictions_loss: 572.0222 - logcount_predictions_loss: 0.0793 3/2421 [..............................] - ETA: 12:36 - loss: 585.5473 - logits_profile_predictions_loss: 583.5939 - logcount_predictions_loss: 0.0831 4/2421 [..............................] - ETA: 12:38 - loss: 588.1827 - logits_profile_predictions_loss: 586.2248 - 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logits_profile_predictions_loss: 592.3831 - logcount_predictions_loss: 0.0841 2365/2421 [============================>.] - ETA: 19s - loss: 594.3591 - logits_profile_predictions_loss: 592.3828 - logcount_predictions_loss: 0.0841 2366/2421 [============================>.] - ETA: 18s - loss: 594.3588 - logits_profile_predictions_loss: 592.3826 - logcount_predictions_loss: 0.0841 2367/2421 [============================>.] - ETA: 18s - loss: 594.3586 - logits_profile_predictions_loss: 592.3823 - logcount_predictions_loss: 0.0841 2368/2421 [============================>.] - ETA: 18s - loss: 594.3583 - logits_profile_predictions_loss: 592.3821 - logcount_predictions_loss: 0.0841 2369/2421 [============================>.] - ETA: 17s - loss: 594.3580 - logits_profile_predictions_loss: 592.3818 - logcount_predictions_loss: 0.0841 2370/2421 [============================>.] - ETA: 17s - loss: 594.3578 - logits_profile_predictions_loss: 592.3815 - logcount_predictions_loss: 0.0841 2371/2421 [============================>.] - ETA: 17s - loss: 594.3575 - logits_profile_predictions_loss: 592.3813 - logcount_predictions_loss: 0.0841 2372/2421 [============================>.] - ETA: 16s - loss: 594.3572 - logits_profile_predictions_loss: 592.3810 - logcount_predictions_loss: 0.0841 2373/2421 [============================>.] - ETA: 16s - loss: 594.3570 - logits_profile_predictions_loss: 592.3808 - logcount_predictions_loss: 0.0841 2374/2421 [============================>.] - ETA: 16s - loss: 594.3567 - logits_profile_predictions_loss: 592.3805 - logcount_predictions_loss: 0.0841 2375/2421 [============================>.] - ETA: 15s - loss: 594.3564 - logits_profile_predictions_loss: 592.3802 - logcount_predictions_loss: 0.0841 2376/2421 [============================>.] - ETA: 15s - loss: 594.3561 - logits_profile_predictions_loss: 592.3800 - logcount_predictions_loss: 0.0841 2377/2421 [============================>.] - ETA: 15s - loss: 594.3559 - logits_profile_predictions_loss: 592.3797 - logcount_predictions_loss: 0.0841 2378/2421 [============================>.] - ETA: 14s - loss: 594.3556 - logits_profile_predictions_loss: 592.3794 - logcount_predictions_loss: 0.0841 2379/2421 [============================>.] - ETA: 14s - loss: 594.3553 - logits_profile_predictions_loss: 592.3792 - logcount_predictions_loss: 0.0841 2380/2421 [============================>.] - ETA: 14s - loss: 594.3551 - logits_profile_predictions_loss: 592.3789 - logcount_predictions_loss: 0.0841 2381/2421 [============================>.] - ETA: 13s - loss: 594.3548 - logits_profile_predictions_loss: 592.3787 - logcount_predictions_loss: 0.0841 2382/2421 [============================>.] - ETA: 13s - loss: 594.3545 - logits_profile_predictions_loss: 592.3784 - logcount_predictions_loss: 0.0841 2383/2421 [============================>.] - ETA: 12s - loss: 594.3542 - logits_profile_predictions_loss: 592.3781 - logcount_predictions_loss: 0.0841 2384/2421 [============================>.] - ETA: 12s - loss: 594.3540 - logits_profile_predictions_loss: 592.3779 - logcount_predictions_loss: 0.0841 2385/2421 [============================>.] - ETA: 12s - loss: 594.3537 - logits_profile_predictions_loss: 592.3776 - logcount_predictions_loss: 0.0841 2386/2421 [============================>.] - ETA: 11s - loss: 594.3535 - logits_profile_predictions_loss: 592.3774 - logcount_predictions_loss: 0.0841 2387/2421 [============================>.] - ETA: 11s - loss: 594.3532 - logits_profile_predictions_loss: 592.3771 - logcount_predictions_loss: 0.0841 2388/2421 [============================>.] - ETA: 11s - loss: 594.3529 - logits_profile_predictions_loss: 592.3769 - logcount_predictions_loss: 0.0841 2389/2421 [============================>.] - ETA: 10s - loss: 594.3527 - logits_profile_predictions_loss: 592.3766 - logcount_predictions_loss: 0.0841 2390/2421 [============================>.] - ETA: 10s - loss: 594.3524 - logits_profile_predictions_loss: 592.3764 - logcount_predictions_loss: 0.0841 2391/2421 [============================>.] - ETA: 10s - loss: 594.3522 - logits_profile_predictions_loss: 592.3761 - logcount_predictions_loss: 0.0841 2392/2421 [============================>.] - ETA: 9s - loss: 594.3519 - logits_profile_predictions_loss: 592.3758 - logcount_predictions_loss: 0.0841  2393/2421 [============================>.] - ETA: 9s - loss: 594.3516 - logits_profile_predictions_loss: 592.3756 - logcount_predictions_loss: 0.0841 2394/2421 [============================>.] - ETA: 9s - loss: 594.3514 - logits_profile_predictions_loss: 592.3753 - logcount_predictions_loss: 0.0841 2395/2421 [============================>.] - ETA: 8s - loss: 594.3511 - logits_profile_predictions_loss: 592.3751 - logcount_predictions_loss: 0.0841 2396/2421 [============================>.] - ETA: 8s - loss: 594.3508 - logits_profile_predictions_loss: 592.3748 - logcount_predictions_loss: 0.0841 2397/2421 [============================>.] - ETA: 8s - loss: 594.3505 - logits_profile_predictions_loss: 592.3745 - logcount_predictions_loss: 0.0841 2398/2421 [============================>.] - ETA: 7s - loss: 594.3503 - logits_profile_predictions_loss: 592.3743 - logcount_predictions_loss: 0.0841 2399/2421 [============================>.] - ETA: 7s - loss: 594.3500 - logits_profile_predictions_loss: 592.3740 - logcount_predictions_loss: 0.0841 2400/2421 [============================>.] - ETA: 7s - loss: 594.3497 - logits_profile_predictions_loss: 592.3737 - logcount_predictions_loss: 0.0841 2401/2421 [============================>.] - ETA: 6s - loss: 594.3494 - logits_profile_predictions_loss: 592.3734 - logcount_predictions_loss: 0.0841 2402/2421 [============================>.] - ETA: 6s - loss: 594.3491 - logits_profile_predictions_loss: 592.3732 - logcount_predictions_loss: 0.0841 2403/2421 [============================>.] - ETA: 6s - loss: 594.3489 - logits_profile_predictions_loss: 592.3729 - logcount_predictions_loss: 0.0841 2404/2421 [============================>.] - ETA: 5s - loss: 594.3486 - logits_profile_predictions_loss: 592.3727 - logcount_predictions_loss: 0.0841 2405/2421 [============================>.] - ETA: 5s - loss: 594.3483 - logits_profile_predictions_loss: 592.3724 - logcount_predictions_loss: 0.0841 2406/2421 [============================>.] - ETA: 5s - loss: 594.3481 - logits_profile_predictions_loss: 592.3721 - logcount_predictions_loss: 0.0841 2407/2421 [============================>.] - ETA: 4s - loss: 594.3478 - logits_profile_predictions_loss: 592.3719 - logcount_predictions_loss: 0.0841 2408/2421 [============================>.] - ETA: 4s - loss: 594.3475 - logits_profile_predictions_loss: 592.3716 - logcount_predictions_loss: 0.0841 2409/2421 [============================>.] - ETA: 4s - loss: 594.3472 - logits_profile_predictions_loss: 592.3713 - logcount_predictions_loss: 0.0841 2410/2421 [============================>.] - ETA: 3s - loss: 594.3470 - logits_profile_predictions_loss: 592.3711 - logcount_predictions_loss: 0.0841 2411/2421 [============================>.] - ETA: 3s - loss: 594.3467 - logits_profile_predictions_loss: 592.3708 - logcount_predictions_loss: 0.0841 2412/2421 [============================>.] - ETA: 3s - loss: 594.3464 - logits_profile_predictions_loss: 592.3705 - logcount_predictions_loss: 0.0841 2413/2421 [============================>.] - ETA: 2s - loss: 594.3461 - logits_profile_predictions_loss: 592.3703 - logcount_predictions_loss: 0.0841 2414/2421 [============================>.] - ETA: 2s - loss: 594.3459 - logits_profile_predictions_loss: 592.3700 - logcount_predictions_loss: 0.0841 2415/2421 [============================>.] - ETA: 2s - loss: 594.3456 - logits_profile_predictions_loss: 592.3697 - logcount_predictions_loss: 0.0841 2416/2421 [============================>.] - ETA: 1s - loss: 594.3453 - logits_profile_predictions_loss: 592.3695 - logcount_predictions_loss: 0.0841 2417/2421 [============================>.] - ETA: 1s - loss: 594.3450 - logits_profile_predictions_loss: 592.3692 - logcount_predictions_loss: 0.0841 2418/2421 [============================>.] - ETA: 1s - loss: 594.3448 - logits_profile_predictions_loss: 592.3689 - logcount_predictions_loss: 0.0841 2419/2421 [============================>.] - ETA: 0s - loss: 594.3445 - logits_profile_predictions_loss: 592.3687 - logcount_predictions_loss: 0.0841 2420/2421 [============================>.] - ETA: 0s - loss: 594.3442 - logits_profile_predictions_loss: 592.3684 - logcount_predictions_loss: 0.0841 2421/2421 [==============================] - ETA: 0s - loss: 594.3439 - logits_profile_predictions_loss: 592.3681 - logcount_predictions_loss: 0.0841 2421/2421 [==============================] - 861s 356ms/step - loss: 594.3436 - logits_profile_predictions_loss: 592.3679 - logcount_predictions_loss: 0.0841 - val_loss: 610.6046 - val_logits_profile_predictions_loss: 608.6906 - val_logcount_predictions_loss: 0.0815 Epoch 00014: val_loss did not improve from 606.12512 Restoring model weights from the end of the best epoch. Epoch 00014: early stopping save model save model without bias 2023-01-31_05-16-13: 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=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818HHN//preprocessing/bigWigs/ENCSR818HHN.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(42333, 10) loading nonpeaks... got split:test for bed regions:(44239, 10) 0/339 100/339 200/339 300/339 2023-01-31_05-24-54: 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=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818HHN//preprocessing/bigWigs/ENCSR818HHN.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(42333, 10) loading nonpeaks... got split:test for bed regions:(44239, 10) 0/339 100/339 200/339 300/339 2023-01-31_05-30-53: 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=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818HHN//preprocessing/bigWigs/ENCSR818HHN.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(42333, 10) loading nonpeaks... got split:test for bed regions:(44239, 10) 0/339 100/339 200/339 300/339 2023-01-31_05-34-12: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//footprints 2023-01-31_05-34-12: 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/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 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: dnase_1 TTTACAAGTCCA 1/36 [..............................] - ETA: 10:27 3/36 [=>............................] - ETA: 16s  4/36 [==>...........................] - ETA: 20s 5/36 [===>..........................] - ETA: 22s 6/36 [====>.........................] - ETA: 23s 7/36 [====>.........................] - ETA: 23s 8/36 [=====>........................] - ETA: 23s 9/36 [======>.......................] - ETA: 22s 10/36 [=======>......................] - ETA: 22s 11/36 [========>.....................] - ETA: 21s 12/36 [=========>....................] - ETA: 20s 13/36 [=========>....................] - ETA: 20s 14/36 [==========>...................] - ETA: 19s 15/36 [===========>..................] - ETA: 18s 16/36 [============>.................] - ETA: 17s 17/36 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[==============================] - 69s 1s/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 33s 3/36 [=>............................] - ETA: 32s 4/36 [==>...........................] - ETA: 31s 5/36 [===>..........................] - ETA: 30s 6/36 [====>.........................] - ETA: 29s 7/36 [====>.........................] - ETA: 28s 8/36 [=====>........................] - ETA: 27s 9/36 [======>.......................] - ETA: 26s 10/36 [=======>......................] - ETA: 25s 11/36 [========>.....................] - ETA: 24s 12/36 [=========>....................] - ETA: 23s 13/36 [=========>....................] - ETA: 22s 14/36 [==========>...................] - ETA: 22s 15/36 [===========>..................] - ETA: 21s 16/36 [============>.................] - ETA: 20s 17/36 [=============>................] - ETA: 19s 18/36 [==============>...............] - ETA: 18s 19/36 [==============>...............] - ETA: 17s 20/36 [===============>..............] - ETA: 16s 21/36 [================>.............] - ETA: 15s 22/36 [=================>............] - ETA: 14s 23/36 [==================>...........] - ETA: 13s 24/36 [===================>..........] - ETA: 12s 25/36 [===================>..........] - ETA: 11s 26/36 [====================>.........] - ETA: 10s 27/36 [=====================>........] - ETA: 9s  28/36 [======================>.......] - ETA: 8s 29/36 [=======================>......] - ETA: 7s 30/36 [========================>.....] - ETA: 6s 31/36 [========================>.....] - ETA: 5s 32/36 [=========================>....] - ETA: 4s 33/36 [==========================>...] - ETA: 3s 34/36 [===========================>..] - ETA: 2s 35/36 [============================>.] - ETA: 1s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 39s 1s/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 34s 3/36 [=>............................] - ETA: 35s 4/36 [==>...........................] - ETA: 35s 5/36 [===>..........................] - ETA: 35s 6/36 [====>.........................] - ETA: 34s 7/36 [====>.........................] - ETA: 33s 8/36 [=====>........................] - ETA: 32s 9/36 [======>.......................] - ETA: 32s 10/36 [=======>......................] - ETA: 31s 11/36 [========>.....................] - ETA: 29s 12/36 [=========>....................] - ETA: 28s 13/36 [=========>....................] - ETA: 27s 14/36 [==========>...................] - ETA: 26s 15/36 [===========>..................] - ETA: 25s 16/36 [============>.................] - ETA: 24s 17/36 [=============>................] - ETA: 22s 18/36 [==============>...............] - ETA: 21s 19/36 [==============>...............] - ETA: 20s 20/36 [===============>..............] - ETA: 19s 21/36 [================>.............] - ETA: 18s 22/36 [=================>............] - ETA: 16s 23/36 [==================>...........] - ETA: 15s 24/36 [===================>..........] - ETA: 14s 25/36 [===================>..........] - ETA: 13s 26/36 [====================>.........] - ETA: 12s 27/36 [=====================>........] - ETA: 10s 28/36 [======================>.......] - ETA: 9s  29/36 [=======================>......] - ETA: 8s 30/36 [========================>.....] - ETA: 7s 31/36 [========================>.....] - ETA: 6s 32/36 [=========================>....] - ETA: 4s 33/36 [==========================>...] - ETA: 3s 34/36 [===========================>..] - ETA: 2s 35/36 [============================>.] - ETA: 1s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 43s 1s/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 37s 3/36 [=>............................] - ETA: 38s 4/36 [==>...........................] - ETA: 37s 5/36 [===>..........................] - ETA: 36s 6/36 [====>.........................] - ETA: 35s 7/36 [====>.........................] - ETA: 34s 8/36 [=====>........................] - ETA: 33s 9/36 [======>.......................] - ETA: 32s 10/36 [=======>......................] - ETA: 30s 11/36 [========>.....................] - ETA: 30s 12/36 [=========>....................] - ETA: 28s 13/36 [=========>....................] - ETA: 27s 14/36 [==========>...................] - ETA: 26s 15/36 [===========>..................] - ETA: 25s 16/36 [============>.................] - ETA: 24s 17/36 [=============>................] - ETA: 22s 18/36 [==============>...............] - ETA: 21s 19/36 [==============>...............] - ETA: 20s 20/36 [===============>..............] - ETA: 19s 21/36 [================>.............] - ETA: 18s 22/36 [=================>............] - ETA: 16s 23/36 [==================>...........] - ETA: 15s 24/36 [===================>..........] - ETA: 14s 25/36 [===================>..........] - ETA: 13s 26/36 [====================>.........] - ETA: 12s 27/36 [=====================>........] - ETA: 10s 28/36 [======================>.......] - ETA: 9s  29/36 [=======================>......] - ETA: 8s 30/36 [========================>.....] - ETA: 7s 31/36 [========================>.....] - ETA: 6s 32/36 [=========================>....] - ETA: 4s 33/36 [==========================>...] - ETA: 3s 34/36 [===========================>..] - ETA: 2s 35/36 [============================>.] - ETA: 1s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 43s 1s/step Saving marginal footprints 2023-01-31_05-37-45: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//footprints 2023-01-31_05-37-45: 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/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818HHN//chrombpnet_model_encsr146kfx_bias_fold_4//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 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" __________________________________________________________________________________________________ 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: dnase_1 TTTACAAGTCCA 1/36 [..............................] - ETA: 8:10 3/36 [=>............................] - ETA: 1s  4/36 [==>...........................] - ETA: 1s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 1s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 28s 402ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 2s 3/36 [=>............................] - ETA: 2s 4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 3s 89ms/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 2s 3/36 [=>............................] - ETA: 2s 4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 3s 88ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 2s 3/36 [=>............................] - ETA: 2s 4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 3s 88ms/step Saving marginal footprints