2022-10-11_23-10-02: 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//ENCSR433NEX//preprocessing/bigWigs/ENCSR433NEX.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR433NEX//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR433NEX//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/ENCSR880CUB/fold_4/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_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: 160130 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 160130 Number of peaks input: 39870 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 39870 Number of non peaks input: 154952 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 154952 Number of non peaks input: 45047 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 45047 Number of peaks after removing outliers: 158365 Number of nonpeaks after removing outliers: 136759 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 1/4274 [..............................] - ETA: 38:20:59 10/4274 [..............................] - ETA: 26s  18/4274 [..............................] - ETA: 26s 26/4274 [..............................] - ETA: 26s 34/4274 [..............................] - ETA: 26s 43/4274 [..............................] - ETA: 26s 52/4274 [..............................] - ETA: 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4274/4274 [==============================] - ETA: 0s 4274/4274 [==============================] - 77s 10ms/step 2022-10-11_23-16-40: 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//ENCSR433NEX//preprocessing/bigWigs/ENCSR433NEX.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_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': '23.3', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_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:(142844, 10) loading nonpeaks... got split:train for bed regions:(124947, 10) loading peaks... got split:valid for bed regions:(15521, 10) loading nonpeaks... got split:valid for bed regions:(11812, 10) Epoch 1/50 1/2456 [..............................] - ETA: 137:19:23 - loss: 857.2213 - logits_profile_predictions_loss: 819.4557 - logcount_predictions_loss: 1.6208 2/2456 [..............................] - ETA: 13:00 - loss: 855.6712 - logits_profile_predictions_loss: 816.3610 - logcount_predictions_loss: 1.6871  3/2456 [..............................] - ETA: 12:48 - loss: 864.7629 - logits_profile_predictions_loss: 817.3264 - logcount_predictions_loss: 2.0359 4/2456 [..............................] - ETA: 12:42 - loss: 869.2520 - logits_profile_predictions_loss: 819.3292 - logcount_predictions_loss: 2.1426 5/2456 [..............................] - ETA: 12:41 - loss: 869.9410 - logits_profile_predictions_loss: 819.2798 - logcount_predictions_loss: 2.1743 6/2456 [..............................] - ETA: 12:39 - loss: 872.4212 - logits_profile_predictions_loss: 821.4691 - logcount_predictions_loss: 2.1868 7/2456 [..............................] - ETA: 12:38 - loss: 873.8348 - logits_profile_predictions_loss: 822.9218 - logcount_predictions_loss: 2.1851 8/2456 [..............................] - ETA: 12:37 - loss: 874.0552 - logits_profile_predictions_loss: 823.3679 - logcount_predictions_loss: 2.1754 9/2456 [..............................] - ETA: 12:36 - loss: 874.2435 - logits_profile_predictions_loss: 823.8069 - logcount_predictions_loss: 2.1647 10/2456 [..............................] - ETA: 12:35 - loss: 876.1149 - logits_profile_predictions_loss: 825.8701 - logcount_predictions_loss: 2.1564 11/2456 [..............................] - ETA: 12:34 - loss: 878.9872 - logits_profile_predictions_loss: 828.8596 - logcount_predictions_loss: 2.1514 12/2456 [..............................] - ETA: 12:34 - loss: 880.8559 - logits_profile_predictions_loss: 830.9314 - logcount_predictions_loss: 2.1427 13/2456 [..............................] - ETA: 12:33 - loss: 883.6307 - logits_profile_predictions_loss: 833.8234 - logcount_predictions_loss: 2.1377 14/2456 [..............................] - ETA: 12:32 - loss: 885.8304 - logits_profile_predictions_loss: 836.1743 - logcount_predictions_loss: 2.1312 15/2456 [..............................] - ETA: 12:32 - loss: 887.4230 - logits_profile_predictions_loss: 837.9562 - logcount_predictions_loss: 2.1230 16/2456 [..............................] - ETA: 12:31 - loss: 888.6424 - logits_profile_predictions_loss: 839.3757 - logcount_predictions_loss: 2.1144 17/2456 [..............................] - ETA: 12:31 - loss: 889.8546 - logits_profile_predictions_loss: 840.7750 - logcount_predictions_loss: 2.1064 18/2456 [..............................] - ETA: 12:30 - loss: 890.9652 - logits_profile_predictions_loss: 842.0441 - logcount_predictions_loss: 2.0996 19/2456 [..............................] - ETA: 12:30 - loss: 891.7241 - logits_profile_predictions_loss: 842.9676 - logcount_predictions_loss: 2.0926 20/2456 [..............................] - ETA: 12:29 - loss: 892.0170 - logits_profile_predictions_loss: 843.4417 - logcount_predictions_loss: 2.0848 21/2456 [..............................] - ETA: 12:29 - loss: 892.2752 - logits_profile_predictions_loss: 843.8699 - logcount_predictions_loss: 2.0775 22/2456 [..............................] - ETA: 12:29 - loss: 892.7225 - logits_profile_predictions_loss: 844.4606 - logcount_predictions_loss: 2.0713 23/2456 [..............................] - ETA: 12:28 - loss: 893.1408 - logits_profile_predictions_loss: 845.0034 - logcount_predictions_loss: 2.0660 24/2456 [..............................] - ETA: 12:28 - loss: 893.5171 - logits_profile_predictions_loss: 845.4897 - logcount_predictions_loss: 2.0613 25/2456 [..............................] - ETA: 12:27 - loss: 893.5999 - logits_profile_predictions_loss: 845.6850 - logcount_predictions_loss: 2.0564 26/2456 [..............................] - ETA: 12:27 - loss: 893.7262 - logits_profile_predictions_loss: 845.9032 - logcount_predictions_loss: 2.0525 27/2456 [..............................] - ETA: 12:27 - loss: 893.7240 - logits_profile_predictions_loss: 845.9943 - logcount_predictions_loss: 2.0485 28/2456 [..............................] - ETA: 12:26 - loss: 893.6169 - logits_profile_predictions_loss: 845.9858 - logcount_predictions_loss: 2.0442 29/2456 [..............................] - ETA: 12:26 - loss: 893.5035 - logits_profile_predictions_loss: 845.9675 - logcount_predictions_loss: 2.0402 30/2456 [..............................] - ETA: 12:25 - loss: 893.3316 - logits_profile_predictions_loss: 845.8894 - logcount_predictions_loss: 2.0361 31/2456 [..............................] - ETA: 12:25 - loss: 893.1986 - logits_profile_predictions_loss: 845.8441 - logcount_predictions_loss: 2.0324 32/2456 [..............................] - ETA: 12:25 - loss: 892.9569 - logits_profile_predictions_loss: 845.6986 - logcount_predictions_loss: 2.0282 33/2456 [..............................] - ETA: 12:24 - loss: 892.6401 - logits_profile_predictions_loss: 845.4830 - logcount_predictions_loss: 2.0239 34/2456 [..............................] - ETA: 12:24 - loss: 892.3939 - logits_profile_predictions_loss: 845.3245 - logcount_predictions_loss: 2.0201 35/2456 [..............................] - ETA: 12:24 - loss: 892.1195 - logits_profile_predictions_loss: 845.1384 - logcount_predictions_loss: 2.0164 36/2456 [..............................] - ETA: 12:23 - loss: 891.9077 - logits_profile_predictions_loss: 845.0102 - logcount_predictions_loss: 2.0128 37/2456 [..............................] - ETA: 12:23 - loss: 891.5906 - logits_profile_predictions_loss: 844.7851 - logcount_predictions_loss: 2.0088 38/2456 [..............................] - ETA: 12:23 - loss: 891.2263 - logits_profile_predictions_loss: 844.5147 - logcount_predictions_loss: 2.0048 39/2456 [..............................] - ETA: 12:22 - loss: 890.8628 - logits_profile_predictions_loss: 844.2425 - logcount_predictions_loss: 2.0009 40/2456 [..............................] - ETA: 12:22 - loss: 890.4955 - logits_profile_predictions_loss: 843.9671 - logcount_predictions_loss: 1.9969 41/2456 [..............................] - ETA: 12:22 - loss: 890.1162 - logits_profile_predictions_loss: 843.6760 - logcount_predictions_loss: 1.9931 42/2456 [..............................] - ETA: 12:22 - loss: 889.6750 - logits_profile_predictions_loss: 843.3275 - logcount_predictions_loss: 1.9892 43/2456 [..............................] - ETA: 12:21 - loss: 889.1930 - logits_profile_predictions_loss: 842.9404 - logcount_predictions_loss: 1.9851 44/2456 [..............................] - ETA: 12:21 - loss: 888.8289 - logits_profile_predictions_loss: 842.6592 - logcount_predictions_loss: 1.9815 45/2456 [..............................] - ETA: 12:21 - loss: 888.4164 - logits_profile_predictions_loss: 842.3329 - logcount_predictions_loss: 1.9778 46/2456 [..............................] - ETA: 12:20 - loss: 888.0534 - logits_profile_predictions_loss: 842.0495 - logcount_predictions_loss: 1.9744 47/2456 [..............................] - ETA: 12:20 - loss: 887.6619 - logits_profile_predictions_loss: 841.7382 - logcount_predictions_loss: 1.9710 48/2456 [..............................] - ETA: 12:20 - loss: 887.2893 - logits_profile_predictions_loss: 841.4463 - logcount_predictions_loss: 1.9675 49/2456 [..............................] - ETA: 12:19 - loss: 887.0199 - logits_profile_predictions_loss: 841.2479 - logcount_predictions_loss: 1.9645 50/2456 [..............................] - ETA: 12:19 - loss: 886.8345 - logits_profile_predictions_loss: 841.1265 - logcount_predictions_loss: 1.9617 51/2456 [..............................] - ETA: 12:19 - loss: 886.7001 - logits_profile_predictions_loss: 841.0501 - logcount_predictions_loss: 1.9592 52/2456 [..............................] - ETA: 12:19 - loss: 886.5365 - logits_profile_predictions_loss: 840.9466 - logcount_predictions_loss: 1.9566 53/2456 [..............................] - ETA: 12:18 - loss: 886.4094 - logits_profile_predictions_loss: 840.8734 - logcount_predictions_loss: 1.9543 54/2456 [..............................] - ETA: 12:18 - loss: 886.3012 - logits_profile_predictions_loss: 840.8168 - logcount_predictions_loss: 1.9521 55/2456 [..............................] - ETA: 12:18 - loss: 886.1548 - logits_profile_predictions_loss: 840.7235 - logcount_predictions_loss: 1.9498 56/2456 [..............................] - ETA: 12:17 - loss: 885.9972 - logits_profile_predictions_loss: 840.6186 - logcount_predictions_loss: 1.9476 57/2456 [..............................] - ETA: 12:17 - loss: 885.8618 - logits_profile_predictions_loss: 840.5329 - logcount_predictions_loss: 1.9454 58/2456 [..............................] - ETA: 12:17 - loss: 885.7044 - logits_profile_predictions_loss: 840.4257 - logcount_predictions_loss: 1.9433 59/2456 [..............................] - ETA: 12:16 - loss: 885.5369 - logits_profile_predictions_loss: 840.3071 - logcount_predictions_loss: 1.9412 60/2456 [..............................] - ETA: 12:16 - loss: 885.3339 - logits_profile_predictions_loss: 840.1547 - logcount_predictions_loss: 1.9390 61/2456 [..............................] - ETA: 12:16 - loss: 885.0978 - logits_profile_predictions_loss: 839.9715 - logcount_predictions_loss: 1.9368 62/2456 [..............................] - ETA: 12:15 - loss: 884.8688 - logits_profile_predictions_loss: 839.7926 - logcount_predictions_loss: 1.9346 63/2456 [..............................] - ETA: 12:15 - loss: 884.6572 - logits_profile_predictions_loss: 839.6285 - logcount_predictions_loss: 1.9326 64/2456 [..............................] - ETA: 12:15 - loss: 884.4925 - logits_profile_predictions_loss: 839.5049 - logcount_predictions_loss: 1.9308 65/2456 [..............................] - ETA: 12:15 - loss: 884.3394 - logits_profile_predictions_loss: 839.3913 - logcount_predictions_loss: 1.9291 66/2456 [..............................] - ETA: 12:14 - loss: 884.1978 - logits_profile_predictions_loss: 839.2880 - logcount_predictions_loss: 1.9275 67/2456 [..............................] - ETA: 12:14 - loss: 884.0784 - logits_profile_predictions_loss: 839.2042 - logcount_predictions_loss: 1.9259 68/2456 [..............................] - ETA: 12:14 - loss: 883.9469 - logits_profile_predictions_loss: 839.1079 - logcount_predictions_loss: 1.9244 69/2456 [..............................] - ETA: 12:13 - loss: 883.8261 - logits_profile_predictions_loss: 839.0202 - logcount_predictions_loss: 1.9230 70/2456 [..............................] - ETA: 12:13 - loss: 883.7241 - logits_profile_predictions_loss: 838.9488 - logcount_predictions_loss: 1.9217 71/2456 [..............................] - ETA: 12:13 - loss: 883.6305 - logits_profile_predictions_loss: 838.8842 - logcount_predictions_loss: 1.9204 72/2456 [..............................] - ETA: 12:12 - loss: 883.5305 - logits_profile_predictions_loss: 838.8133 - logcount_predictions_loss: 1.9192 73/2456 [..............................] - ETA: 12:12 - loss: 883.4403 - logits_profile_predictions_loss: 838.7513 - logcount_predictions_loss: 1.9180 74/2456 [..............................] - ETA: 12:12 - loss: 883.3310 - logits_profile_predictions_loss: 838.6715 - logcount_predictions_loss: 1.9167 75/2456 [..............................] - ETA: 12:12 - loss: 883.2161 - logits_profile_predictions_loss: 838.5856 - logcount_predictions_loss: 1.9155 76/2456 [..............................] - ETA: 12:11 - loss: 883.1057 - logits_profile_predictions_loss: 838.5035 - logcount_predictions_loss: 1.9143 77/2456 [..............................] - ETA: 12:11 - loss: 883.0065 - logits_profile_predictions_loss: 838.4317 - logcount_predictions_loss: 1.9131 78/2456 [..............................] - ETA: 12:11 - loss: 882.8916 - logits_profile_predictions_loss: 838.3455 - logcount_predictions_loss: 1.9118 79/2456 [..............................] - ETA: 12:10 - loss: 882.7659 - logits_profile_predictions_loss: 838.2493 - logcount_predictions_loss: 1.9106 80/2456 [..............................] - ETA: 12:10 - loss: 882.6484 - logits_profile_predictions_loss: 838.1608 - logcount_predictions_loss: 1.9093 81/2456 [..............................] - ETA: 12:10 - loss: 882.5253 - logits_profile_predictions_loss: 838.0660 - logcount_predictions_loss: 1.9081 82/2456 [>.............................] - ETA: 12:10 - loss: 882.4018 - logits_profile_predictions_loss: 837.9707 - logcount_predictions_loss: 1.9069 83/2456 [>.............................] - ETA: 12:09 - loss: 882.2717 - logits_profile_predictions_loss: 837.8688 - logcount_predictions_loss: 1.9057 84/2456 [>.............................] - ETA: 12:09 - loss: 882.1564 - logits_profile_predictions_loss: 837.7807 - logcount_predictions_loss: 1.9045 85/2456 [>.............................] - ETA: 12:09 - loss: 882.0300 - logits_profile_predictions_loss: 837.6821 - logcount_predictions_loss: 1.9033 86/2456 [>.............................] - ETA: 12:08 - loss: 881.9061 - logits_profile_predictions_loss: 837.5854 - logcount_predictions_loss: 1.9022 87/2456 [>.............................] - ETA: 12:08 - loss: 881.7878 - logits_profile_predictions_loss: 837.4933 - logcount_predictions_loss: 1.9011 88/2456 [>.............................] - ETA: 12:08 - loss: 881.6740 - logits_profile_predictions_loss: 837.4049 - logcount_predictions_loss: 1.9000 89/2456 [>.............................] - ETA: 12:07 - loss: 881.5426 - logits_profile_predictions_loss: 837.3005 - logcount_predictions_loss: 1.8988 90/2456 [>.............................] - ETA: 12:07 - loss: 881.4229 - logits_profile_predictions_loss: 837.2060 - logcount_predictions_loss: 1.8977 91/2456 [>.............................] - ETA: 12:07 - loss: 881.2976 - logits_profile_predictions_loss: 837.1058 - logcount_predictions_loss: 1.8966 92/2456 [>.............................] - ETA: 12:07 - loss: 881.1859 - logits_profile_predictions_loss: 837.0181 - logcount_predictions_loss: 1.8956 93/2456 [>.............................] - ETA: 12:06 - loss: 881.0903 - logits_profile_predictions_loss: 836.9444 - logcount_predictions_loss: 1.8947 94/2456 [>.............................] - ETA: 12:06 - loss: 880.9857 - logits_profile_predictions_loss: 836.8615 - logcount_predictions_loss: 1.8937 95/2456 [>.............................] - ETA: 12:06 - loss: 880.8836 - logits_profile_predictions_loss: 836.7802 - logcount_predictions_loss: 1.8928 96/2456 [>.............................] - ETA: 12:05 - loss: 880.7776 - logits_profile_predictions_loss: 836.6950 - logcount_predictions_loss: 1.8920 97/2456 [>.............................] - ETA: 12:05 - loss: 880.6747 - 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logits_profile_predictions_loss: 835.8190 - logcount_predictions_loss: 1.8817 111/2456 [>.............................] - ETA: 12:01 - loss: 879.5739 - logits_profile_predictions_loss: 835.7458 - logcount_predictions_loss: 1.8810 112/2456 [>.............................] - ETA: 12:01 - loss: 879.4851 - logits_profile_predictions_loss: 835.6730 - logcount_predictions_loss: 1.8803 113/2456 [>.............................] - ETA: 12:01 - loss: 879.4027 - logits_profile_predictions_loss: 835.6056 - logcount_predictions_loss: 1.8797 114/2456 [>.............................] - ETA: 12:00 - loss: 879.3175 - logits_profile_predictions_loss: 835.5354 - logcount_predictions_loss: 1.8791 115/2456 [>.............................] - ETA: 1:22:13 - loss: 879.2395 - logits_profile_predictions_loss: 835.4717 - logcount_predictions_loss: 1.8784 116/2456 [>.............................] - ETA: 1:21:35 - loss: 879.1505 - logits_profile_predictions_loss: 835.3978 - logcount_predictions_loss: 1.8778 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logits_profile_predictions_loss: 834.8247 - logcount_predictions_loss: 1.8731 124/2456 [>.............................] - ETA: 1:16:47 - loss: 878.3714 - logits_profile_predictions_loss: 834.7432 - logcount_predictions_loss: 1.8725 125/2456 [>.............................] - ETA: 1:16:14 - loss: 878.2738 - logits_profile_predictions_loss: 834.6614 - logcount_predictions_loss: 1.8718 126/2456 [>.............................] - ETA: 1:15:41 - loss: 878.1774 - logits_profile_predictions_loss: 834.5803 - logcount_predictions_loss: 1.8711 127/2456 [>.............................] - ETA: 1:15:09 - loss: 878.0826 - logits_profile_predictions_loss: 834.5008 - logcount_predictions_loss: 1.8705 128/2456 [>.............................] - ETA: 1:14:37 - loss: 877.9870 - logits_profile_predictions_loss: 834.4205 - logcount_predictions_loss: 1.8698 129/2456 [>.............................] - ETA: 1:14:05 - loss: 877.8934 - logits_profile_predictions_loss: 834.3421 - logcount_predictions_loss: 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- ETA: 1:05:07 - loss: 876.1745 - logits_profile_predictions_loss: 832.8949 - logcount_predictions_loss: 1.8575 150/2456 [>.............................] - ETA: 1:04:44 - loss: 876.1030 - logits_profile_predictions_loss: 832.8350 - logcount_predictions_loss: 1.8570 151/2456 [>.............................] - ETA: 1:04:21 - loss: 876.0272 - logits_profile_predictions_loss: 832.7713 - logcount_predictions_loss: 1.8565 152/2456 [>.............................] - ETA: 1:03:58 - loss: 875.9498 - logits_profile_predictions_loss: 832.7060 - logcount_predictions_loss: 1.8560 153/2456 [>.............................] - ETA: 1:03:36 - loss: 875.8727 - logits_profile_predictions_loss: 832.6412 - logcount_predictions_loss: 1.8554 154/2456 [>.............................] - ETA: 1:03:14 - loss: 875.7972 - logits_profile_predictions_loss: 832.5779 - logcount_predictions_loss: 1.8549 155/2456 [>.............................] - ETA: 1:02:53 - loss: 875.7241 - logits_profile_predictions_loss: 832.5167 - logcount_predictions_loss: 1.8544 156/2456 [>.............................] - ETA: 1:02:31 - loss: 875.6541 - logits_profile_predictions_loss: 832.4581 - logcount_predictions_loss: 1.8539 157/2456 [>.............................] - ETA: 1:02:10 - loss: 875.5831 - logits_profile_predictions_loss: 832.3985 - logcount_predictions_loss: 1.8534 158/2456 [>.............................] - ETA: 1:01:49 - loss: 875.5162 - logits_profile_predictions_loss: 832.3422 - logcount_predictions_loss: 1.8530 159/2456 [>.............................] - ETA: 1:01:29 - loss: 875.4487 - logits_profile_predictions_loss: 832.2853 - logcount_predictions_loss: 1.8525 160/2456 [>.............................] - ETA: 1:01:08 - loss: 875.3831 - logits_profile_predictions_loss: 832.2301 - logcount_predictions_loss: 1.8521 161/2456 [>.............................] - ETA: 1:00:48 - loss: 875.3123 - logits_profile_predictions_loss: 832.1699 - logcount_predictions_loss: 1.8516 162/2456 [>.............................] - ETA: 1:00:28 - loss: 875.2396 - logits_profile_predictions_loss: 832.1081 - logcount_predictions_loss: 1.8511 163/2456 [>.............................] - ETA: 1:00:09 - loss: 875.1677 - logits_profile_predictions_loss: 832.0468 - logcount_predictions_loss: 1.8507 164/2456 [=>............................] - ETA: 59:49 - loss: 875.0945 - logits_profile_predictions_loss: 831.9844 - logcount_predictions_loss: 1.8502  165/2456 [=>............................] - ETA: 59:30 - loss: 875.0226 - logits_profile_predictions_loss: 831.9228 - logcount_predictions_loss: 1.8498 166/2456 [=>............................] - ETA: 59:11 - loss: 874.9543 - logits_profile_predictions_loss: 831.8645 - logcount_predictions_loss: 1.8493 167/2456 [=>............................] - ETA: 58:52 - loss: 874.8811 - logits_profile_predictions_loss: 831.8018 - logcount_predictions_loss: 1.8489 168/2456 [=>............................] - ETA: 58:34 - loss: 874.8154 - 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[==>...........................] - ETA: 36:31 - loss: 870.4603 - logits_profile_predictions_loss: 827.9033 - logcount_predictions_loss: 1.8265 293/2456 [==>...........................] - ETA: 36:25 - loss: 870.4326 - logits_profile_predictions_loss: 827.8776 - logcount_predictions_loss: 1.8264 294/2456 [==>...........................] - ETA: 36:19 - loss: 870.4043 - logits_profile_predictions_loss: 827.8514 - logcount_predictions_loss: 1.8263 295/2456 [==>...........................] - ETA: 36:13 - loss: 870.3750 - logits_profile_predictions_loss: 827.8242 - logcount_predictions_loss: 1.8262 296/2456 [==>...........................] - ETA: 36:06 - loss: 870.3452 - logits_profile_predictions_loss: 827.7965 - logcount_predictions_loss: 1.8261 297/2456 [==>...........................] - ETA: 36:00 - loss: 870.3149 - logits_profile_predictions_loss: 827.7684 - logcount_predictions_loss: 1.8260 298/2456 [==>...........................] - ETA: 35:54 - loss: 870.2838 - 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[==>...........................] - ETA: 35:13 - loss: 870.0621 - logits_profile_predictions_loss: 827.5338 - logcount_predictions_loss: 1.8253 306/2456 [==>...........................] - ETA: 35:07 - loss: 870.0303 - logits_profile_predictions_loss: 827.5043 - logcount_predictions_loss: 1.8252 307/2456 [==>...........................] - ETA: 35:02 - loss: 869.9976 - logits_profile_predictions_loss: 827.4739 - logcount_predictions_loss: 1.8251 308/2456 [==>...........................] - ETA: 34:56 - loss: 869.9665 - logits_profile_predictions_loss: 827.4451 - logcount_predictions_loss: 1.8250 309/2456 [==>...........................] - ETA: 34:50 - loss: 869.9352 - logits_profile_predictions_loss: 827.4160 - logcount_predictions_loss: 1.8249 310/2456 [==>...........................] - ETA: 34:45 - loss: 869.9046 - logits_profile_predictions_loss: 827.3876 - logcount_predictions_loss: 1.8248 311/2456 [==>...........................] - ETA: 34:39 - loss: 869.8745 - 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[==>...........................] - ETA: 34:01 - loss: 869.6778 - logits_profile_predictions_loss: 827.1764 - logcount_predictions_loss: 1.8241 319/2456 [==>...........................] - ETA: 33:56 - loss: 869.6505 - logits_profile_predictions_loss: 827.1510 - logcount_predictions_loss: 1.8240 320/2456 [==>...........................] - ETA: 33:51 - loss: 869.6235 - logits_profile_predictions_loss: 827.1259 - logcount_predictions_loss: 1.8239 321/2456 [==>...........................] - ETA: 33:46 - loss: 869.5966 - logits_profile_predictions_loss: 827.1009 - logcount_predictions_loss: 1.8239 322/2456 [==>...........................] - ETA: 33:40 - loss: 869.5702 - logits_profile_predictions_loss: 827.0764 - logcount_predictions_loss: 1.8238 323/2456 [==>...........................] - ETA: 33:35 - loss: 869.5441 - logits_profile_predictions_loss: 827.0520 - logcount_predictions_loss: 1.8237 324/2456 [==>...........................] - ETA: 33:30 - loss: 869.5185 - 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[===>..........................] - ETA: 32:55 - loss: 869.3425 - logits_profile_predictions_loss: 826.8647 - logcount_predictions_loss: 1.8231 332/2456 [===>..........................] - ETA: 32:50 - loss: 869.3180 - logits_profile_predictions_loss: 826.8419 - logcount_predictions_loss: 1.8230 333/2456 [===>..........................] - ETA: 32:45 - loss: 869.2927 - logits_profile_predictions_loss: 826.8184 - logcount_predictions_loss: 1.8229 334/2456 [===>..........................] - ETA: 32:40 - loss: 869.2683 - logits_profile_predictions_loss: 826.7958 - logcount_predictions_loss: 1.8229 335/2456 [===>..........................] - ETA: 32:35 - loss: 869.2434 - logits_profile_predictions_loss: 826.7726 - logcount_predictions_loss: 1.8228 336/2456 [===>..........................] - ETA: 32:31 - loss: 869.2178 - logits_profile_predictions_loss: 826.7488 - logcount_predictions_loss: 1.8227 337/2456 [===>..........................] - ETA: 32:26 - loss: 869.1919 - 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[===>..........................] - ETA: 31:53 - loss: 869.0076 - logits_profile_predictions_loss: 826.5538 - logcount_predictions_loss: 1.8221 345/2456 [===>..........................] - ETA: 31:48 - loss: 868.9813 - logits_profile_predictions_loss: 826.5294 - logcount_predictions_loss: 1.8220 346/2456 [===>..........................] - ETA: 31:44 - loss: 868.9544 - logits_profile_predictions_loss: 826.5045 - logcount_predictions_loss: 1.8219 347/2456 [===>..........................] - ETA: 31:39 - loss: 868.9276 - logits_profile_predictions_loss: 826.4796 - logcount_predictions_loss: 1.8218 348/2456 [===>..........................] - ETA: 31:35 - loss: 868.9010 - logits_profile_predictions_loss: 826.4549 - logcount_predictions_loss: 1.8217 349/2456 [===>..........................] - ETA: 31:30 - loss: 868.8744 - logits_profile_predictions_loss: 826.4302 - logcount_predictions_loss: 1.8216 350/2456 [===>..........................] - ETA: 31:26 - loss: 868.8485 - 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[===>..........................] - ETA: 29:11 - loss: 868.1505 - logits_profile_predictions_loss: 825.7475 - logcount_predictions_loss: 1.8199 384/2456 [===>..........................] - ETA: 29:08 - loss: 868.1283 - logits_profile_predictions_loss: 825.7264 - logcount_predictions_loss: 1.8198 385/2456 [===>..........................] - ETA: 29:04 - loss: 868.1058 - logits_profile_predictions_loss: 825.7051 - logcount_predictions_loss: 1.8198 386/2456 [===>..........................] - ETA: 29:00 - loss: 868.0838 - logits_profile_predictions_loss: 825.6842 - logcount_predictions_loss: 1.8197 387/2456 [===>..........................] - ETA: 28:56 - loss: 868.0619 - logits_profile_predictions_loss: 825.6634 - logcount_predictions_loss: 1.8197 388/2456 [===>..........................] - ETA: 28:53 - loss: 868.0393 - logits_profile_predictions_loss: 825.6421 - logcount_predictions_loss: 1.8196 389/2456 [===>..........................] - ETA: 28:49 - loss: 868.0172 - 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[===>..........................] - ETA: 28:24 - loss: 867.8661 - logits_profile_predictions_loss: 825.4773 - logcount_predictions_loss: 1.8193 397/2456 [===>..........................] - ETA: 28:20 - loss: 867.8451 - logits_profile_predictions_loss: 825.4573 - logcount_predictions_loss: 1.8192 398/2456 [===>..........................] - ETA: 28:17 - loss: 867.8236 - logits_profile_predictions_loss: 825.4368 - logcount_predictions_loss: 1.8192 399/2456 [===>..........................] - ETA: 28:13 - loss: 867.8027 - logits_profile_predictions_loss: 825.4169 - logcount_predictions_loss: 1.8191 400/2456 [===>..........................] - ETA: 28:10 - loss: 867.7821 - logits_profile_predictions_loss: 825.3972 - logcount_predictions_loss: 1.8191 401/2456 [===>..........................] - ETA: 28:06 - loss: 867.7614 - logits_profile_predictions_loss: 825.3775 - logcount_predictions_loss: 1.8191 402/2456 [===>..........................] - ETA: 28:03 - loss: 867.7414 - logits_profile_predictions_loss: 825.3584 - logcount_predictions_loss: 1.8190 403/2456 [===>..........................] - ETA: 28:00 - loss: 867.7208 - logits_profile_predictions_loss: 825.3388 - logcount_predictions_loss: 1.8190 404/2456 [===>..........................] - ETA: 27:56 - loss: 867.7005 - logits_profile_predictions_loss: 825.3195 - logcount_predictions_loss: 1.8189 405/2456 [===>..........................] - ETA: 27:53 - loss: 867.6805 - logits_profile_predictions_loss: 825.3003 - logcount_predictions_loss: 1.8189 406/2456 [===>..........................] - ETA: 27:49 - loss: 867.6608 - logits_profile_predictions_loss: 825.2815 - logcount_predictions_loss: 1.8189 407/2456 [===>..........................] - ETA: 27:46 - loss: 867.6412 - logits_profile_predictions_loss: 825.2628 - logcount_predictions_loss: 1.8188 408/2456 [===>..........................] - ETA: 27:43 - loss: 867.6216 - logits_profile_predictions_loss: 825.2440 - logcount_predictions_loss: 1.8188 409/2456 [===>..........................] - ETA: 27:39 - loss: 867.6017 - logits_profile_predictions_loss: 825.2250 - logcount_predictions_loss: 1.8188 410/2456 [====>.........................] - ETA: 27:36 - loss: 867.5822 - logits_profile_predictions_loss: 825.2063 - logcount_predictions_loss: 1.8187 411/2456 [====>.........................] - ETA: 27:33 - loss: 867.5627 - logits_profile_predictions_loss: 825.1876 - logcount_predictions_loss: 1.8187 412/2456 [====>.........................] - ETA: 27:29 - loss: 867.5426 - logits_profile_predictions_loss: 825.1684 - logcount_predictions_loss: 1.8186 413/2456 [====>.........................] - ETA: 27:26 - loss: 867.5223 - logits_profile_predictions_loss: 825.1490 - logcount_predictions_loss: 1.8186 414/2456 [====>.........................] - ETA: 27:23 - loss: 867.5016 - logits_profile_predictions_loss: 825.1292 - logcount_predictions_loss: 1.8186 415/2456 [====>.........................] - ETA: 27:20 - loss: 867.4807 - 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[====>.........................] - ETA: 26:57 - loss: 867.3322 - logits_profile_predictions_loss: 824.9678 - logcount_predictions_loss: 1.8182 423/2456 [====>.........................] - ETA: 26:54 - loss: 867.3100 - logits_profile_predictions_loss: 824.9468 - logcount_predictions_loss: 1.8182 424/2456 [====>.........................] - ETA: 26:51 - loss: 867.2882 - logits_profile_predictions_loss: 824.9261 - logcount_predictions_loss: 1.8181 425/2456 [====>.........................] - ETA: 26:48 - loss: 867.2666 - logits_profile_predictions_loss: 824.9055 - logcount_predictions_loss: 1.8181 426/2456 [====>.........................] - ETA: 26:45 - loss: 867.2451 - logits_profile_predictions_loss: 824.8851 - logcount_predictions_loss: 1.8180 427/2456 [====>.........................] - ETA: 26:42 - loss: 867.2232 - logits_profile_predictions_loss: 824.8643 - logcount_predictions_loss: 1.8180 428/2456 [====>.........................] - ETA: 26:39 - loss: 867.2011 - 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[====>.........................] - ETA: 26:17 - loss: 867.0453 - logits_profile_predictions_loss: 824.6950 - logcount_predictions_loss: 1.8176 436/2456 [====>.........................] - ETA: 26:14 - loss: 867.0228 - logits_profile_predictions_loss: 824.6735 - logcount_predictions_loss: 1.8176 437/2456 [====>.........................] - ETA: 26:12 - loss: 867.0001 - logits_profile_predictions_loss: 824.6519 - logcount_predictions_loss: 1.8175 438/2456 [====>.........................] - ETA: 26:09 - loss: 866.9782 - logits_profile_predictions_loss: 824.6310 - logcount_predictions_loss: 1.8175 439/2456 [====>.........................] - ETA: 26:06 - loss: 866.9553 - logits_profile_predictions_loss: 824.6093 - logcount_predictions_loss: 1.8174 440/2456 [====>.........................] - ETA: 26:03 - loss: 866.9327 - logits_profile_predictions_loss: 824.5878 - logcount_predictions_loss: 1.8174 441/2456 [====>.........................] - ETA: 26:00 - loss: 866.9097 - 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logits_profile_predictions_loss: 824.2913 - logcount_predictions_loss: 1.8168 455/2456 [====>.........................] - ETA: 25:20 - loss: 866.6005 - logits_profile_predictions_loss: 824.2712 - logcount_predictions_loss: 1.8167 456/2456 [====>.........................] - ETA: 25:18 - loss: 866.5796 - logits_profile_predictions_loss: 824.2512 - logcount_predictions_loss: 1.8167 457/2456 [====>.........................] - ETA: 25:15 - loss: 866.5587 - logits_profile_predictions_loss: 824.2312 - logcount_predictions_loss: 1.8166 458/2456 [====>.........................] - ETA: 25:12 - loss: 866.5380 - logits_profile_predictions_loss: 824.2114 - logcount_predictions_loss: 1.8166 459/2456 [====>.........................] - ETA: 25:09 - loss: 866.5176 - logits_profile_predictions_loss: 824.1919 - logcount_predictions_loss: 1.8166 460/2456 [====>.........................] - ETA: 25:07 - loss: 866.4979 - logits_profile_predictions_loss: 824.1731 - logcount_predictions_loss: 1.8165 461/2456 [====>.........................] - ETA: 25:04 - loss: 866.4783 - logits_profile_predictions_loss: 824.1542 - logcount_predictions_loss: 1.8165 462/2456 [====>.........................] - ETA: 25:01 - loss: 866.4581 - logits_profile_predictions_loss: 824.1349 - logcount_predictions_loss: 1.8165 463/2456 [====>.........................] - ETA: 24:59 - loss: 866.4377 - logits_profile_predictions_loss: 824.1154 - logcount_predictions_loss: 1.8164 464/2456 [====>.........................] - ETA: 24:56 - loss: 866.4178 - logits_profile_predictions_loss: 824.0963 - logcount_predictions_loss: 1.8164 465/2456 [====>.........................] - ETA: 24:53 - loss: 866.3979 - logits_profile_predictions_loss: 824.0772 - logcount_predictions_loss: 1.8164 466/2456 [====>.........................] - ETA: 24:51 - loss: 866.3781 - logits_profile_predictions_loss: 824.0582 - logcount_predictions_loss: 1.8163 467/2456 [====>.........................] - ETA: 24:48 - loss: 866.3588 - logits_profile_predictions_loss: 824.0396 - logcount_predictions_loss: 1.8163 468/2456 [====>.........................] - ETA: 24:45 - loss: 866.3392 - logits_profile_predictions_loss: 824.0208 - logcount_predictions_loss: 1.8163 469/2456 [====>.........................] - ETA: 24:43 - loss: 866.3197 - logits_profile_predictions_loss: 824.0020 - logcount_predictions_loss: 1.8162 470/2456 [====>.........................] - ETA: 24:40 - loss: 866.2999 - logits_profile_predictions_loss: 823.9829 - logcount_predictions_loss: 1.8162 471/2456 [====>.........................] - ETA: 24:38 - loss: 866.2798 - logits_profile_predictions_loss: 823.9637 - logcount_predictions_loss: 1.8162 472/2456 [====>.........................] - ETA: 24:35 - loss: 866.2604 - logits_profile_predictions_loss: 823.9450 - logcount_predictions_loss: 1.8161 473/2456 [====>.........................] - ETA: 24:32 - loss: 866.2405 - logits_profile_predictions_loss: 823.9258 - logcount_predictions_loss: 1.8161 474/2456 [====>.........................] - ETA: 24:30 - loss: 866.2209 - logits_profile_predictions_loss: 823.9070 - logcount_predictions_loss: 1.8161 475/2456 [====>.........................] - ETA: 24:27 - loss: 866.2024 - logits_profile_predictions_loss: 823.8891 - logcount_predictions_loss: 1.8160 476/2456 [====>.........................] - ETA: 24:25 - loss: 866.1839 - logits_profile_predictions_loss: 823.8712 - logcount_predictions_loss: 1.8160 477/2456 [====>.........................] - ETA: 24:22 - loss: 866.1649 - logits_profile_predictions_loss: 823.8528 - logcount_predictions_loss: 1.8160 478/2456 [====>.........................] - ETA: 24:20 - loss: 866.1467 - logits_profile_predictions_loss: 823.8352 - logcount_predictions_loss: 1.8160 479/2456 [====>.........................] - ETA: 24:17 - loss: 866.1287 - logits_profile_predictions_loss: 823.8177 - logcount_predictions_loss: 1.8159 480/2456 [====>.........................] - ETA: 24:15 - loss: 866.1107 - logits_profile_predictions_loss: 823.8003 - logcount_predictions_loss: 1.8159 481/2456 [====>.........................] - ETA: 24:12 - loss: 866.0922 - logits_profile_predictions_loss: 823.7824 - logcount_predictions_loss: 1.8159 482/2456 [====>.........................] - ETA: 24:10 - loss: 866.0737 - logits_profile_predictions_loss: 823.7644 - logcount_predictions_loss: 1.8159 483/2456 [====>.........................] - ETA: 24:07 - loss: 866.0549 - logits_profile_predictions_loss: 823.7463 - logcount_predictions_loss: 1.8158 484/2456 [====>.........................] - ETA: 24:05 - loss: 866.0365 - logits_profile_predictions_loss: 823.7285 - logcount_predictions_loss: 1.8158 485/2456 [====>.........................] - ETA: 24:02 - loss: 866.0178 - logits_profile_predictions_loss: 823.7104 - logcount_predictions_loss: 1.8158 486/2456 [====>.........................] - ETA: 24:00 - loss: 865.9991 - logits_profile_predictions_loss: 823.6923 - logcount_predictions_loss: 1.8158 487/2456 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[============================>.] - ETA: 27s - loss: 836.4314 - logits_profile_predictions_loss: 804.3424 - logcount_predictions_loss: 1.3772 2386/2456 [============================>.] - ETA: 27s - loss: 836.4193 - logits_profile_predictions_loss: 804.3356 - logcount_predictions_loss: 1.3770 2387/2456 [============================>.] - ETA: 27s - loss: 836.4072 - logits_profile_predictions_loss: 804.3289 - logcount_predictions_loss: 1.3768 2388/2456 [============================>.] - ETA: 26s - loss: 836.3951 - logits_profile_predictions_loss: 804.3222 - logcount_predictions_loss: 1.3765 2389/2456 [============================>.] - ETA: 26s - loss: 836.3830 - logits_profile_predictions_loss: 804.3154 - logcount_predictions_loss: 1.3763 2390/2456 [============================>.] - ETA: 26s - loss: 836.3709 - logits_profile_predictions_loss: 804.3087 - logcount_predictions_loss: 1.3761 2391/2456 [============================>.] - ETA: 25s - loss: 836.3588 - 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[============================>.] - ETA: 22s - loss: 836.2745 - logits_profile_predictions_loss: 804.2552 - logcount_predictions_loss: 1.3742 2399/2456 [============================>.] - ETA: 22s - loss: 836.2625 - logits_profile_predictions_loss: 804.2486 - logcount_predictions_loss: 1.3740 2400/2456 [============================>.] - ETA: 22s - loss: 836.2505 - logits_profile_predictions_loss: 804.2419 - logcount_predictions_loss: 1.3738 2401/2456 [============================>.] - ETA: 21s - loss: 836.2385 - logits_profile_predictions_loss: 804.2353 - logcount_predictions_loss: 1.3735 2402/2456 [============================>.] - ETA: 21s - loss: 836.2265 - logits_profile_predictions_loss: 804.2286 - logcount_predictions_loss: 1.3733 2403/2456 [============================>.] - ETA: 20s - loss: 836.2145 - logits_profile_predictions_loss: 804.2220 - logcount_predictions_loss: 1.3731 2404/2456 [============================>.] - ETA: 20s - loss: 836.2025 - 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[============================>.] - ETA: 17s - loss: 836.1188 - logits_profile_predictions_loss: 804.1690 - logcount_predictions_loss: 1.3712 2412/2456 [============================>.] - ETA: 17s - loss: 836.1068 - logits_profile_predictions_loss: 804.1624 - logcount_predictions_loss: 1.3710 2413/2456 [============================>.] - ETA: 16s - loss: 836.0949 - logits_profile_predictions_loss: 804.1558 - logcount_predictions_loss: 1.3708 2414/2456 [============================>.] - ETA: 16s - loss: 836.0830 - logits_profile_predictions_loss: 804.1492 - logcount_predictions_loss: 1.3706 2415/2456 [============================>.] - ETA: 16s - loss: 836.0711 - logits_profile_predictions_loss: 804.1426 - logcount_predictions_loss: 1.3703 2416/2456 [============================>.] - ETA: 15s - loss: 836.0591 - logits_profile_predictions_loss: 804.1360 - logcount_predictions_loss: 1.3701 2417/2456 [============================>.] - ETA: 15s - loss: 836.0473 - 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[============================>.] - ETA: 12s - loss: 835.9642 - logits_profile_predictions_loss: 804.0835 - logcount_predictions_loss: 1.3683 2425/2456 [============================>.] - ETA: 12s - loss: 835.9523 - logits_profile_predictions_loss: 804.0769 - logcount_predictions_loss: 1.3680 2426/2456 [============================>.] - ETA: 11s - loss: 835.9405 - logits_profile_predictions_loss: 804.0703 - logcount_predictions_loss: 1.3678 2427/2456 [============================>.] - ETA: 11s - loss: 835.9286 - logits_profile_predictions_loss: 804.0638 - logcount_predictions_loss: 1.3676 2428/2456 [============================>.] - ETA: 10s - loss: 835.9168 - logits_profile_predictions_loss: 804.0572 - logcount_predictions_loss: 1.3674 2429/2456 [============================>.] - ETA: 10s - loss: 835.9049 - logits_profile_predictions_loss: 804.0507 - logcount_predictions_loss: 1.3671 2430/2456 [============================>.] - ETA: 10s - loss: 835.8931 - 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[============================>.] - ETA: 7s - loss: 835.8104 - logits_profile_predictions_loss: 803.9983 - logcount_predictions_loss: 1.3653 2438/2456 [============================>.] - ETA: 7s - loss: 835.7986 - logits_profile_predictions_loss: 803.9918 - logcount_predictions_loss: 1.3651 2439/2456 [============================>.] - ETA: 6s - loss: 835.7868 - logits_profile_predictions_loss: 803.9853 - logcount_predictions_loss: 1.3649 2440/2456 [============================>.] - ETA: 6s - loss: 835.7750 - logits_profile_predictions_loss: 803.9788 - logcount_predictions_loss: 1.3646 2441/2456 [============================>.] - ETA: 5s - loss: 835.7633 - logits_profile_predictions_loss: 803.9723 - logcount_predictions_loss: 1.3644 2442/2456 [============================>.] - ETA: 5s - loss: 835.7515 - logits_profile_predictions_loss: 803.9658 - logcount_predictions_loss: 1.3642 2443/2456 [============================>.] - ETA: 5s - loss: 835.7397 - logits_profile_predictions_loss: 803.9592 - logcount_predictions_loss: 1.3640 2444/2456 [============================>.] - ETA: 4s - loss: 835.7279 - logits_profile_predictions_loss: 803.9527 - logcount_predictions_loss: 1.3637 2445/2456 [============================>.] - ETA: 4s - loss: 835.7162 - logits_profile_predictions_loss: 803.9462 - logcount_predictions_loss: 1.3635 2446/2456 [============================>.] - ETA: 3s - loss: 835.7044 - logits_profile_predictions_loss: 803.9397 - logcount_predictions_loss: 1.3633 2447/2456 [============================>.] - ETA: 3s - loss: 835.6926 - logits_profile_predictions_loss: 803.9331 - logcount_predictions_loss: 1.3631 2448/2456 [============================>.] - ETA: 3s - loss: 835.6809 - logits_profile_predictions_loss: 803.9266 - logcount_predictions_loss: 1.3628 2449/2456 [============================>.] - ETA: 2s - loss: 835.6691 - logits_profile_predictions_loss: 803.9201 - logcount_predictions_loss: 1.3626 2450/2456 [============================>.] - ETA: 2s - loss: 835.6574 - logits_profile_predictions_loss: 803.9136 - logcount_predictions_loss: 1.3624 2451/2456 [============================>.] - ETA: 1s - loss: 835.6456 - logits_profile_predictions_loss: 803.9070 - logcount_predictions_loss: 1.3622 2452/2456 [============================>.] - ETA: 1s - loss: 835.6338 - logits_profile_predictions_loss: 803.9005 - logcount_predictions_loss: 1.3619 2453/2456 [============================>.] - ETA: 1s - loss: 835.6221 - logits_profile_predictions_loss: 803.8940 - logcount_predictions_loss: 1.3617 2454/2456 [============================>.] - ETA: 0s - loss: 835.6103 - logits_profile_predictions_loss: 803.8874 - logcount_predictions_loss: 1.3615 2455/2456 [============================>.] - ETA: 0s - loss: 835.5985 - logits_profile_predictions_loss: 803.8809 - logcount_predictions_loss: 1.3613 2456/2456 [==============================] - ETA: 0s - loss: 835.5868 - logits_profile_predictions_loss: 803.8743 - logcount_predictions_loss: 1.3610 2456/2456 [==============================] - 1293s 445ms/step - loss: 835.5750 - logits_profile_predictions_loss: 803.8678 - logcount_predictions_loss: 1.3608 - val_loss: 760.2589 - val_logits_profile_predictions_loss: 754.0399 - val_logcount_predictions_loss: 0.2669 Epoch 00001: val_loss improved from inf to 760.25891, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4/chrombpnet.h5 Epoch 2/50 1/2456 [..............................] - ETA: 13:06 - loss: 749.3428 - logits_profile_predictions_loss: 743.6427 - logcount_predictions_loss: 0.2446 2/2456 [..............................] - ETA: 12:25 - loss: 784.9556 - logits_profile_predictions_loss: 778.7876 - logcount_predictions_loss: 0.2647 3/2456 [..............................] - ETA: 12:23 - loss: 784.8837 - logits_profile_predictions_loss: 778.4821 - logcount_predictions_loss: 0.2748 4/2456 [..............................] - ETA: 12:24 - loss: 781.7473 - logits_profile_predictions_loss: 775.3039 - logcount_predictions_loss: 0.2765 5/2456 [..............................] - ETA: 12:24 - loss: 778.5673 - logits_profile_predictions_loss: 772.2015 - logcount_predictions_loss: 0.2732 6/2456 [..............................] - ETA: 12:24 - loss: 778.7712 - logits_profile_predictions_loss: 772.4255 - logcount_predictions_loss: 0.2723 7/2456 [..............................] - ETA: 12:24 - loss: 779.4545 - logits_profile_predictions_loss: 773.1011 - logcount_predictions_loss: 0.2727 8/2456 [..............................] - ETA: 12:23 - loss: 779.7544 - logits_profile_predictions_loss: 773.3481 - logcount_predictions_loss: 0.2749 9/2456 [..............................] - ETA: 12:23 - loss: 779.2795 - logits_profile_predictions_loss: 772.8587 - logcount_predictions_loss: 0.2756 10/2456 [..............................] - ETA: 12:23 - loss: 778.7570 - logits_profile_predictions_loss: 772.3148 - logcount_predictions_loss: 0.2765 11/2456 [..............................] - ETA: 12:23 - loss: 778.1510 - logits_profile_predictions_loss: 771.6786 - logcount_predictions_loss: 0.2778 12/2456 [..............................] - ETA: 12:22 - loss: 777.2654 - logits_profile_predictions_loss: 770.7413 - logcount_predictions_loss: 0.2800 13/2456 [..............................] - ETA: 12:22 - loss: 776.6873 - logits_profile_predictions_loss: 770.1306 - logcount_predictions_loss: 0.2814 14/2456 [..............................] - ETA: 12:22 - loss: 775.8277 - logits_profile_predictions_loss: 769.2505 - logcount_predictions_loss: 0.2823 15/2456 [..............................] - ETA: 12:21 - loss: 775.4589 - logits_profile_predictions_loss: 768.8820 - logcount_predictions_loss: 0.2823 16/2456 [..............................] - ETA: 12:21 - loss: 775.4058 - logits_profile_predictions_loss: 768.8426 - logcount_predictions_loss: 0.2817 17/2456 [..............................] - ETA: 12:21 - loss: 775.0663 - logits_profile_predictions_loss: 768.5157 - logcount_predictions_loss: 0.2811 18/2456 [..............................] - ETA: 12:21 - loss: 774.8956 - logits_profile_predictions_loss: 768.3625 - logcount_predictions_loss: 0.2804 19/2456 [..............................] - ETA: 12:20 - loss: 774.7286 - logits_profile_predictions_loss: 768.2165 - logcount_predictions_loss: 0.2795 20/2456 [..............................] - ETA: 12:20 - loss: 774.6948 - logits_profile_predictions_loss: 768.1896 - logcount_predictions_loss: 0.2792 21/2456 [..............................] - ETA: 12:20 - loss: 774.7921 - logits_profile_predictions_loss: 768.2985 - logcount_predictions_loss: 0.2787 22/2456 [..............................] - ETA: 12:19 - loss: 774.7352 - logits_profile_predictions_loss: 768.2555 - logcount_predictions_loss: 0.2781 23/2456 [..............................] - ETA: 12:19 - loss: 774.8446 - logits_profile_predictions_loss: 768.3808 - logcount_predictions_loss: 0.2774 24/2456 [..............................] - ETA: 12:19 - loss: 775.0021 - logits_profile_predictions_loss: 768.5560 - logcount_predictions_loss: 0.2767 25/2456 [..............................] - ETA: 12:19 - loss: 775.1384 - logits_profile_predictions_loss: 768.7108 - logcount_predictions_loss: 0.2759 26/2456 [..............................] - ETA: 12:18 - loss: 775.4438 - logits_profile_predictions_loss: 769.0291 - logcount_predictions_loss: 0.2753 27/2456 [..............................] - ETA: 12:18 - loss: 775.6408 - logits_profile_predictions_loss: 769.2416 - logcount_predictions_loss: 0.2746 28/2456 [..............................] - ETA: 12:18 - loss: 775.8826 - logits_profile_predictions_loss: 769.4983 - logcount_predictions_loss: 0.2740 29/2456 [..............................] - ETA: 12:18 - loss: 776.0780 - logits_profile_predictions_loss: 769.7076 - logcount_predictions_loss: 0.2734 30/2456 [..............................] - ETA: 12:17 - loss: 776.3051 - logits_profile_predictions_loss: 769.9485 - logcount_predictions_loss: 0.2728 31/2456 [..............................] - ETA: 12:17 - loss: 776.4322 - logits_profile_predictions_loss: 770.0894 - logcount_predictions_loss: 0.2722 32/2456 [..............................] - ETA: 12:17 - loss: 776.5510 - logits_profile_predictions_loss: 770.2180 - logcount_predictions_loss: 0.2718 33/2456 [..............................] - ETA: 12:17 - loss: 776.5172 - logits_profile_predictions_loss: 770.1929 - logcount_predictions_loss: 0.2714 34/2456 [..............................] - ETA: 12:17 - loss: 776.4696 - logits_profile_predictions_loss: 770.1545 - logcount_predictions_loss: 0.2710 35/2456 [..............................] - ETA: 12:16 - loss: 776.4309 - logits_profile_predictions_loss: 770.1231 - logcount_predictions_loss: 0.2707 36/2456 [..............................] - ETA: 12:16 - loss: 776.4003 - logits_profile_predictions_loss: 770.0991 - logcount_predictions_loss: 0.2704 37/2456 [..............................] - ETA: 12:16 - loss: 776.4682 - logits_profile_predictions_loss: 770.1729 - logcount_predictions_loss: 0.2702 38/2456 [..............................] - ETA: 12:16 - loss: 776.4961 - logits_profile_predictions_loss: 770.2074 - logcount_predictions_loss: 0.2699 39/2456 [..............................] - ETA: 12:15 - loss: 776.5292 - logits_profile_predictions_loss: 770.2468 - logcount_predictions_loss: 0.2696 40/2456 [..............................] - ETA: 12:15 - loss: 776.5401 - logits_profile_predictions_loss: 770.2626 - logcount_predictions_loss: 0.2694 41/2456 [..............................] - ETA: 12:15 - loss: 776.5057 - logits_profile_predictions_loss: 770.2327 - logcount_predictions_loss: 0.2692 42/2456 [..............................] - ETA: 12:15 - loss: 776.4717 - logits_profile_predictions_loss: 770.2026 - logcount_predictions_loss: 0.2691 43/2456 [..............................] - ETA: 12:14 - loss: 776.4292 - 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logits_profile_predictions_loss: 770.0302 - logcount_predictions_loss: 0.2699 200/2456 [=>............................] - ETA: 11:30 - loss: 776.3065 - logits_profile_predictions_loss: 770.0160 - logcount_predictions_loss: 0.2700 201/2456 [=>............................] - ETA: 11:29 - loss: 776.2934 - logits_profile_predictions_loss: 770.0022 - logcount_predictions_loss: 0.2700 202/2456 [=>............................] - ETA: 11:29 - loss: 776.2785 - logits_profile_predictions_loss: 769.9866 - logcount_predictions_loss: 0.2700 203/2456 [=>............................] - ETA: 11:29 - loss: 776.2624 - logits_profile_predictions_loss: 769.9698 - logcount_predictions_loss: 0.2701 204/2456 [=>............................] - ETA: 11:28 - loss: 776.2477 - logits_profile_predictions_loss: 769.9544 - logcount_predictions_loss: 0.2701 205/2456 [=>............................] - ETA: 11:28 - loss: 776.2319 - logits_profile_predictions_loss: 769.9380 - logcount_predictions_loss: 0.2701 206/2456 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logits_profile_predictions_loss: 769.7996 - logcount_predictions_loss: 0.2703 213/2456 [=>............................] - ETA: 11:26 - loss: 776.0781 - logits_profile_predictions_loss: 769.7801 - logcount_predictions_loss: 0.2703 214/2456 [=>............................] - ETA: 11:25 - loss: 776.0566 - logits_profile_predictions_loss: 769.7583 - logcount_predictions_loss: 0.2703 215/2456 [=>............................] - ETA: 11:25 - loss: 776.0337 - logits_profile_predictions_loss: 769.7351 - logcount_predictions_loss: 0.2703 216/2456 [=>............................] - ETA: 11:25 - loss: 776.0099 - logits_profile_predictions_loss: 769.7110 - logcount_predictions_loss: 0.2703 217/2456 [=>............................] - ETA: 11:25 - loss: 775.9859 - logits_profile_predictions_loss: 769.6866 - logcount_predictions_loss: 0.2704 218/2456 [=>............................] - ETA: 11:24 - loss: 775.9617 - logits_profile_predictions_loss: 769.6619 - logcount_predictions_loss: 0.2704 219/2456 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logits_profile_predictions_loss: 769.5068 - logcount_predictions_loss: 0.2705 226/2456 [=>............................] - ETA: 11:22 - loss: 775.7874 - logits_profile_predictions_loss: 769.4850 - logcount_predictions_loss: 0.2705 227/2456 [=>............................] - ETA: 11:22 - loss: 775.7657 - logits_profile_predictions_loss: 769.4629 - logcount_predictions_loss: 0.2705 228/2456 [=>............................] - ETA: 11:21 - loss: 775.7422 - logits_profile_predictions_loss: 769.4390 - logcount_predictions_loss: 0.2705 229/2456 [=>............................] - ETA: 11:21 - loss: 775.7174 - logits_profile_predictions_loss: 769.4138 - logcount_predictions_loss: 0.2705 230/2456 [=>............................] - ETA: 11:21 - loss: 775.6924 - logits_profile_predictions_loss: 769.3882 - logcount_predictions_loss: 0.2706 231/2456 [=>............................] - ETA: 11:20 - loss: 775.6690 - logits_profile_predictions_loss: 769.3643 - logcount_predictions_loss: 0.2706 232/2456 [=>............................] - ETA: 11:20 - loss: 775.6458 - logits_profile_predictions_loss: 769.3405 - logcount_predictions_loss: 0.2706 233/2456 [=>............................] - ETA: 11:20 - loss: 775.6217 - logits_profile_predictions_loss: 769.3157 - logcount_predictions_loss: 0.2706 234/2456 [=>............................] - ETA: 11:20 - loss: 775.5967 - logits_profile_predictions_loss: 769.2901 - logcount_predictions_loss: 0.2707 235/2456 [=>............................] - ETA: 11:19 - loss: 775.5715 - logits_profile_predictions_loss: 769.2642 - logcount_predictions_loss: 0.2707 236/2456 [=>............................] - ETA: 11:19 - loss: 775.5469 - logits_profile_predictions_loss: 769.2389 - logcount_predictions_loss: 0.2707 237/2456 [=>............................] - ETA: 11:19 - loss: 775.5212 - logits_profile_predictions_loss: 769.2126 - logcount_predictions_loss: 0.2708 238/2456 [=>............................] - ETA: 11:18 - loss: 775.4960 - 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[=>............................] - ETA: 11:16 - loss: 775.3057 - logits_profile_predictions_loss: 768.9929 - logcount_predictions_loss: 0.2709 246/2456 [==>...........................] - ETA: 11:16 - loss: 775.2786 - logits_profile_predictions_loss: 768.9652 - logcount_predictions_loss: 0.2710 247/2456 [==>...........................] - ETA: 11:16 - loss: 775.2513 - logits_profile_predictions_loss: 768.9374 - logcount_predictions_loss: 0.2710 248/2456 [==>...........................] - ETA: 11:15 - loss: 775.2242 - logits_profile_predictions_loss: 768.9098 - logcount_predictions_loss: 0.2710 249/2456 [==>...........................] - ETA: 11:15 - loss: 775.1998 - logits_profile_predictions_loss: 768.8849 - logcount_predictions_loss: 0.2710 250/2456 [==>...........................] - ETA: 11:15 - loss: 775.1765 - logits_profile_predictions_loss: 768.8612 - logcount_predictions_loss: 0.2710 251/2456 [==>...........................] - ETA: 11:14 - loss: 775.1533 - 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[==>...........................] - ETA: 11:09 - loss: 774.7728 - logits_profile_predictions_loss: 768.4493 - logcount_predictions_loss: 0.2714 272/2456 [==>...........................] - ETA: 11:08 - loss: 774.7548 - logits_profile_predictions_loss: 768.4310 - logcount_predictions_loss: 0.2714 273/2456 [==>...........................] - ETA: 11:08 - loss: 774.7367 - logits_profile_predictions_loss: 768.4126 - logcount_predictions_loss: 0.2714 274/2456 [==>...........................] - ETA: 11:08 - loss: 774.7197 - logits_profile_predictions_loss: 768.3953 - logcount_predictions_loss: 0.2714 275/2456 [==>...........................] - ETA: 11:07 - loss: 774.7034 - logits_profile_predictions_loss: 768.3787 - logcount_predictions_loss: 0.2714 276/2456 [==>...........................] - ETA: 11:07 - loss: 774.6884 - logits_profile_predictions_loss: 768.3634 - logcount_predictions_loss: 0.2715 277/2456 [==>...........................] - ETA: 11:07 - loss: 774.6728 - 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[==>...........................] - ETA: 11:05 - loss: 774.5728 - logits_profile_predictions_loss: 768.2450 - logcount_predictions_loss: 0.2716 285/2456 [==>...........................] - ETA: 11:04 - loss: 774.5595 - logits_profile_predictions_loss: 768.2314 - logcount_predictions_loss: 0.2716 286/2456 [==>...........................] - ETA: 11:04 - loss: 774.5465 - logits_profile_predictions_loss: 768.2180 - logcount_predictions_loss: 0.2716 287/2456 [==>...........................] - ETA: 11:04 - loss: 774.5337 - logits_profile_predictions_loss: 768.2049 - logcount_predictions_loss: 0.2716 288/2456 [==>...........................] - ETA: 11:03 - loss: 774.5201 - logits_profile_predictions_loss: 768.1909 - logcount_predictions_loss: 0.2716 289/2456 [==>...........................] - ETA: 11:03 - loss: 774.5071 - logits_profile_predictions_loss: 768.1776 - logcount_predictions_loss: 0.2717 290/2456 [==>...........................] - ETA: 11:03 - loss: 774.4949 - 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[==>...........................] - ETA: 11:01 - loss: 774.4312 - logits_profile_predictions_loss: 768.0984 - logcount_predictions_loss: 0.2718 298/2456 [==>...........................] - ETA: 11:00 - loss: 774.4238 - logits_profile_predictions_loss: 768.0906 - logcount_predictions_loss: 0.2718 299/2456 [==>...........................] - ETA: 11:00 - loss: 774.4155 - logits_profile_predictions_loss: 768.0819 - logcount_predictions_loss: 0.2718 300/2456 [==>...........................] - ETA: 11:00 - loss: 774.4074 - logits_profile_predictions_loss: 768.0733 - logcount_predictions_loss: 0.2719 301/2456 [==>...........................] - ETA: 11:00 - loss: 774.4005 - logits_profile_predictions_loss: 768.0659 - logcount_predictions_loss: 0.2719 302/2456 [==>...........................] - ETA: 10:59 - loss: 774.3957 - logits_profile_predictions_loss: 768.0606 - logcount_predictions_loss: 0.2719 303/2456 [==>...........................] - ETA: 10:59 - loss: 774.3911 - 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logits_profile_predictions_loss: 768.0035 - logcount_predictions_loss: 0.2724 330/2456 [===>..........................] - ETA: 10:51 - loss: 774.3523 - logits_profile_predictions_loss: 768.0059 - logcount_predictions_loss: 0.2724 331/2456 [===>..........................] - ETA: 10:51 - loss: 774.3543 - logits_profile_predictions_loss: 768.0075 - logcount_predictions_loss: 0.2724 332/2456 [===>..........................] - ETA: 10:50 - loss: 774.3565 - logits_profile_predictions_loss: 768.0093 - logcount_predictions_loss: 0.2724 333/2456 [===>..........................] - ETA: 10:50 - loss: 774.3594 - logits_profile_predictions_loss: 768.0118 - logcount_predictions_loss: 0.2724 334/2456 [===>..........................] - ETA: 10:50 - loss: 774.3627 - logits_profile_predictions_loss: 768.0149 - logcount_predictions_loss: 0.2724 335/2456 [===>..........................] - ETA: 10:49 - loss: 774.3663 - logits_profile_predictions_loss: 768.0181 - logcount_predictions_loss: 0.2725 336/2456 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logits_profile_predictions_loss: 768.0309 - logcount_predictions_loss: 0.2726 343/2456 [===>..........................] - ETA: 10:47 - loss: 774.3817 - logits_profile_predictions_loss: 768.0305 - logcount_predictions_loss: 0.2726 344/2456 [===>..........................] - ETA: 10:47 - loss: 774.3809 - logits_profile_predictions_loss: 768.0293 - logcount_predictions_loss: 0.2726 345/2456 [===>..........................] - ETA: 10:46 - loss: 774.3798 - logits_profile_predictions_loss: 768.0278 - logcount_predictions_loss: 0.2726 346/2456 [===>..........................] - ETA: 10:46 - loss: 774.3793 - logits_profile_predictions_loss: 768.0269 - logcount_predictions_loss: 0.2726 347/2456 [===>..........................] - ETA: 10:46 - loss: 774.3791 - logits_profile_predictions_loss: 768.0263 - logcount_predictions_loss: 0.2727 348/2456 [===>..........................] - ETA: 10:46 - loss: 774.3793 - logits_profile_predictions_loss: 768.0262 - logcount_predictions_loss: 0.2727 349/2456 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logits_profile_predictions_loss: 768.0158 - logcount_predictions_loss: 0.2728 356/2456 [===>..........................] - ETA: 10:43 - loss: 774.3697 - logits_profile_predictions_loss: 768.0136 - logcount_predictions_loss: 0.2728 357/2456 [===>..........................] - ETA: 10:43 - loss: 774.3687 - logits_profile_predictions_loss: 768.0123 - logcount_predictions_loss: 0.2728 358/2456 [===>..........................] - ETA: 10:43 - loss: 774.3677 - logits_profile_predictions_loss: 768.0110 - logcount_predictions_loss: 0.2728 359/2456 [===>..........................] - ETA: 10:42 - loss: 774.3666 - logits_profile_predictions_loss: 768.0095 - logcount_predictions_loss: 0.2728 360/2456 [===>..........................] - ETA: 10:42 - loss: 774.3653 - logits_profile_predictions_loss: 768.0079 - logcount_predictions_loss: 0.2729 361/2456 [===>..........................] - ETA: 10:42 - loss: 774.3659 - logits_profile_predictions_loss: 768.0081 - logcount_predictions_loss: 0.2729 362/2456 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logits_profile_predictions_loss: 768.0114 - logcount_predictions_loss: 0.2730 369/2456 [===>..........................] - ETA: 10:39 - loss: 774.3746 - logits_profile_predictions_loss: 768.0142 - logcount_predictions_loss: 0.2730 370/2456 [===>..........................] - ETA: 10:39 - loss: 774.3774 - logits_profile_predictions_loss: 768.0165 - logcount_predictions_loss: 0.2730 371/2456 [===>..........................] - ETA: 10:39 - loss: 774.3798 - logits_profile_predictions_loss: 768.0186 - logcount_predictions_loss: 0.2730 372/2456 [===>..........................] - ETA: 10:38 - loss: 774.3813 - logits_profile_predictions_loss: 768.0196 - logcount_predictions_loss: 0.2730 373/2456 [===>..........................] - ETA: 10:38 - loss: 774.3829 - logits_profile_predictions_loss: 768.0208 - logcount_predictions_loss: 0.2731 374/2456 [===>..........................] - ETA: 10:38 - loss: 774.3841 - logits_profile_predictions_loss: 768.0216 - logcount_predictions_loss: 0.2731 375/2456 [===>..........................] - ETA: 10:37 - loss: 774.3861 - logits_profile_predictions_loss: 768.0231 - logcount_predictions_loss: 0.2731 376/2456 [===>..........................] - ETA: 10:37 - loss: 774.3881 - logits_profile_predictions_loss: 768.0247 - logcount_predictions_loss: 0.2731 377/2456 [===>..........................] - ETA: 10:37 - loss: 774.3897 - logits_profile_predictions_loss: 768.0259 - logcount_predictions_loss: 0.2731 378/2456 [===>..........................] - ETA: 10:37 - loss: 774.3910 - logits_profile_predictions_loss: 768.0268 - logcount_predictions_loss: 0.2731 379/2456 [===>..........................] - ETA: 10:36 - loss: 774.3918 - logits_profile_predictions_loss: 768.0272 - logcount_predictions_loss: 0.2732 380/2456 [===>..........................] - ETA: 10:36 - loss: 774.3927 - logits_profile_predictions_loss: 768.0277 - logcount_predictions_loss: 0.2732 381/2456 [===>..........................] - ETA: 10:36 - loss: 774.3947 - logits_profile_predictions_loss: 768.0293 - logcount_predictions_loss: 0.2732 382/2456 [===>..........................] - ETA: 10:35 - loss: 774.3967 - logits_profile_predictions_loss: 768.0309 - logcount_predictions_loss: 0.2732 383/2456 [===>..........................] - ETA: 10:35 - loss: 774.3985 - logits_profile_predictions_loss: 768.0323 - logcount_predictions_loss: 0.2732 384/2456 [===>..........................] - ETA: 10:35 - loss: 774.4005 - logits_profile_predictions_loss: 768.0339 - logcount_predictions_loss: 0.2732 385/2456 [===>..........................] - ETA: 10:34 - loss: 774.4020 - logits_profile_predictions_loss: 768.0350 - logcount_predictions_loss: 0.2733 386/2456 [===>..........................] - ETA: 10:34 - loss: 774.4040 - logits_profile_predictions_loss: 768.0366 - logcount_predictions_loss: 0.2733 387/2456 [===>..........................] - ETA: 10:34 - loss: 774.4056 - logits_profile_predictions_loss: 768.0378 - logcount_predictions_loss: 0.2733 388/2456 [===>..........................] - ETA: 10:33 - loss: 774.4076 - logits_profile_predictions_loss: 768.0396 - logcount_predictions_loss: 0.2733 389/2456 [===>..........................] - ETA: 10:33 - loss: 774.4099 - logits_profile_predictions_loss: 768.0415 - logcount_predictions_loss: 0.2733 390/2456 [===>..........................] - ETA: 10:33 - loss: 774.4126 - logits_profile_predictions_loss: 768.0438 - logcount_predictions_loss: 0.2733 391/2456 [===>..........................] - ETA: 10:33 - loss: 774.4146 - logits_profile_predictions_loss: 768.0455 - logcount_predictions_loss: 0.2734 392/2456 [===>..........................] - ETA: 10:32 - loss: 774.4159 - logits_profile_predictions_loss: 768.0465 - logcount_predictions_loss: 0.2734 393/2456 [===>..........................] - ETA: 10:32 - loss: 774.4175 - logits_profile_predictions_loss: 768.0476 - logcount_predictions_loss: 0.2734 394/2456 [===>..........................] - ETA: 10:32 - loss: 774.4192 - logits_profile_predictions_loss: 768.0490 - logcount_predictions_loss: 0.2734 395/2456 [===>..........................] - ETA: 10:31 - loss: 774.4206 - logits_profile_predictions_loss: 768.0500 - logcount_predictions_loss: 0.2734 396/2456 [===>..........................] - ETA: 10:31 - loss: 774.4224 - logits_profile_predictions_loss: 768.0514 - logcount_predictions_loss: 0.2734 397/2456 [===>..........................] - ETA: 10:31 - loss: 774.4245 - logits_profile_predictions_loss: 768.0532 - logcount_predictions_loss: 0.2735 398/2456 [===>..........................] - ETA: 10:30 - loss: 774.4272 - logits_profile_predictions_loss: 768.0554 - logcount_predictions_loss: 0.2735 399/2456 [===>..........................] - ETA: 10:30 - loss: 774.4297 - logits_profile_predictions_loss: 768.0576 - logcount_predictions_loss: 0.2735 400/2456 [===>..........................] - ETA: 10:30 - loss: 774.4327 - logits_profile_predictions_loss: 768.0602 - logcount_predictions_loss: 0.2735 401/2456 [===>..........................] - ETA: 10:30 - loss: 774.4356 - logits_profile_predictions_loss: 768.0628 - logcount_predictions_loss: 0.2735 402/2456 [===>..........................] - ETA: 10:29 - loss: 774.4393 - logits_profile_predictions_loss: 768.0662 - logcount_predictions_loss: 0.2735 403/2456 [===>..........................] - ETA: 10:29 - loss: 774.4425 - logits_profile_predictions_loss: 768.0690 - logcount_predictions_loss: 0.2735 404/2456 [===>..........................] - ETA: 10:29 - loss: 774.4459 - logits_profile_predictions_loss: 768.0721 - logcount_predictions_loss: 0.2736 405/2456 [===>..........................] - ETA: 10:28 - loss: 774.4491 - logits_profile_predictions_loss: 768.0750 - logcount_predictions_loss: 0.2736 406/2456 [===>..........................] - ETA: 10:28 - loss: 774.4521 - logits_profile_predictions_loss: 768.0776 - logcount_predictions_loss: 0.2736 407/2456 [===>..........................] - ETA: 10:28 - loss: 774.4549 - logits_profile_predictions_loss: 768.0801 - logcount_predictions_loss: 0.2736 408/2456 [===>..........................] - ETA: 10:27 - loss: 774.4570 - logits_profile_predictions_loss: 768.0819 - logcount_predictions_loss: 0.2736 409/2456 [===>..........................] - ETA: 10:27 - loss: 774.4595 - logits_profile_predictions_loss: 768.0840 - logcount_predictions_loss: 0.2736 410/2456 [====>.........................] - ETA: 10:27 - loss: 774.4628 - logits_profile_predictions_loss: 768.0870 - logcount_predictions_loss: 0.2736 411/2456 [====>.........................] - ETA: 10:27 - loss: 774.4660 - logits_profile_predictions_loss: 768.0900 - logcount_predictions_loss: 0.2737 412/2456 [====>.........................] - ETA: 10:26 - loss: 774.4690 - logits_profile_predictions_loss: 768.0927 - logcount_predictions_loss: 0.2737 413/2456 [====>.........................] - ETA: 10:26 - loss: 774.4718 - logits_profile_predictions_loss: 768.0953 - logcount_predictions_loss: 0.2737 414/2456 [====>.........................] - ETA: 10:26 - loss: 774.4742 - logits_profile_predictions_loss: 768.0974 - logcount_predictions_loss: 0.2737 415/2456 [====>.........................] - ETA: 10:25 - loss: 774.4767 - logits_profile_predictions_loss: 768.0996 - logcount_predictions_loss: 0.2737 416/2456 [====>.........................] - ETA: 10:25 - loss: 774.4795 - logits_profile_predictions_loss: 768.1021 - logcount_predictions_loss: 0.2737 417/2456 [====>.........................] - ETA: 10:25 - loss: 774.4816 - logits_profile_predictions_loss: 768.1039 - logcount_predictions_loss: 0.2737 418/2456 [====>.........................] - ETA: 10:24 - loss: 774.4835 - logits_profile_predictions_loss: 768.1055 - logcount_predictions_loss: 0.2737 419/2456 [====>.........................] - ETA: 10:24 - loss: 774.4851 - logits_profile_predictions_loss: 768.1069 - logcount_predictions_loss: 0.2737 420/2456 [====>.........................] - ETA: 10:24 - loss: 774.4866 - logits_profile_predictions_loss: 768.1081 - logcount_predictions_loss: 0.2738 421/2456 [====>.........................] - ETA: 10:24 - loss: 774.4877 - logits_profile_predictions_loss: 768.1090 - logcount_predictions_loss: 0.2738 422/2456 [====>.........................] - ETA: 10:23 - loss: 774.4889 - logits_profile_predictions_loss: 768.1098 - logcount_predictions_loss: 0.2738 423/2456 [====>.........................] - ETA: 10:23 - loss: 774.4903 - logits_profile_predictions_loss: 768.1109 - logcount_predictions_loss: 0.2738 424/2456 [====>.........................] - ETA: 10:23 - loss: 774.4917 - logits_profile_predictions_loss: 768.1120 - logcount_predictions_loss: 0.2738 425/2456 [====>.........................] - ETA: 10:22 - loss: 774.4935 - logits_profile_predictions_loss: 768.1135 - logcount_predictions_loss: 0.2738 426/2456 [====>.........................] - ETA: 10:22 - loss: 774.4953 - logits_profile_predictions_loss: 768.1150 - logcount_predictions_loss: 0.2738 427/2456 [====>.........................] - ETA: 10:22 - loss: 774.4970 - logits_profile_predictions_loss: 768.1163 - logcount_predictions_loss: 0.2739 428/2456 [====>.........................] - ETA: 10:21 - loss: 774.4982 - logits_profile_predictions_loss: 768.1171 - logcount_predictions_loss: 0.2739 429/2456 [====>.........................] - ETA: 10:21 - loss: 774.4988 - logits_profile_predictions_loss: 768.1175 - logcount_predictions_loss: 0.2739 430/2456 [====>.........................] - ETA: 10:21 - loss: 774.4998 - logits_profile_predictions_loss: 768.1181 - logcount_predictions_loss: 0.2739 431/2456 [====>.........................] - ETA: 10:20 - loss: 774.5007 - logits_profile_predictions_loss: 768.1187 - logcount_predictions_loss: 0.2739 432/2456 [====>.........................] - ETA: 10:20 - loss: 774.5017 - logits_profile_predictions_loss: 768.1195 - logcount_predictions_loss: 0.2739 433/2456 [====>.........................] - ETA: 10:20 - loss: 774.5031 - logits_profile_predictions_loss: 768.1206 - logcount_predictions_loss: 0.2739 434/2456 [====>.........................] - ETA: 10:20 - loss: 774.5043 - logits_profile_predictions_loss: 768.1216 - logcount_predictions_loss: 0.2739 435/2456 [====>.........................] - ETA: 10:19 - loss: 774.5053 - logits_profile_predictions_loss: 768.1223 - logcount_predictions_loss: 0.2740 436/2456 [====>.........................] - ETA: 10:19 - loss: 774.5064 - logits_profile_predictions_loss: 768.1232 - logcount_predictions_loss: 0.2740 437/2456 [====>.........................] - ETA: 10:19 - loss: 774.5074 - logits_profile_predictions_loss: 768.1239 - logcount_predictions_loss: 0.2740 438/2456 [====>.........................] - ETA: 10:18 - loss: 774.5084 - logits_profile_predictions_loss: 768.1247 - logcount_predictions_loss: 0.2740 439/2456 [====>.........................] - ETA: 10:18 - loss: 774.5090 - logits_profile_predictions_loss: 768.1250 - logcount_predictions_loss: 0.2740 440/2456 [====>.........................] - ETA: 10:18 - loss: 774.5096 - logits_profile_predictions_loss: 768.1255 - logcount_predictions_loss: 0.2740 441/2456 [====>.........................] - ETA: 10:17 - loss: 774.5103 - logits_profile_predictions_loss: 768.1259 - logcount_predictions_loss: 0.2740 442/2456 [====>.........................] - ETA: 10:17 - loss: 774.5114 - logits_profile_predictions_loss: 768.1267 - logcount_predictions_loss: 0.2740 443/2456 [====>.........................] - ETA: 10:17 - loss: 774.5120 - logits_profile_predictions_loss: 768.1271 - logcount_predictions_loss: 0.2740 444/2456 [====>.........................] - ETA: 10:17 - loss: 774.5122 - logits_profile_predictions_loss: 768.1270 - logcount_predictions_loss: 0.2740 445/2456 [====>.........................] - ETA: 10:16 - loss: 774.5130 - logits_profile_predictions_loss: 768.1276 - logcount_predictions_loss: 0.2741 446/2456 [====>.........................] - ETA: 10:16 - loss: 774.5140 - logits_profile_predictions_loss: 768.1283 - logcount_predictions_loss: 0.2741 447/2456 [====>.........................] - ETA: 10:16 - loss: 774.5154 - logits_profile_predictions_loss: 768.1295 - logcount_predictions_loss: 0.2741 448/2456 [====>.........................] - ETA: 10:15 - loss: 774.5167 - logits_profile_predictions_loss: 768.1306 - logcount_predictions_loss: 0.2741 449/2456 [====>.........................] - ETA: 10:15 - loss: 774.5177 - logits_profile_predictions_loss: 768.1313 - logcount_predictions_loss: 0.2741 450/2456 [====>.........................] - ETA: 10:15 - loss: 774.5188 - logits_profile_predictions_loss: 768.1322 - logcount_predictions_loss: 0.2741 451/2456 [====>.........................] - ETA: 10:14 - loss: 774.5199 - logits_profile_predictions_loss: 768.1331 - logcount_predictions_loss: 0.2741 452/2456 [====>.........................] - ETA: 10:14 - loss: 774.5210 - logits_profile_predictions_loss: 768.1340 - logcount_predictions_loss: 0.2741 453/2456 [====>.........................] - ETA: 10:14 - loss: 774.5223 - logits_profile_predictions_loss: 768.1350 - logcount_predictions_loss: 0.2741 454/2456 [====>.........................] - ETA: 10:14 - loss: 774.5240 - logits_profile_predictions_loss: 768.1365 - logcount_predictions_loss: 0.2741 455/2456 [====>.........................] - ETA: 10:13 - loss: 774.5260 - logits_profile_predictions_loss: 768.1383 - logcount_predictions_loss: 0.2742 456/2456 [====>.........................] - ETA: 10:13 - loss: 774.5279 - logits_profile_predictions_loss: 768.1401 - logcount_predictions_loss: 0.2742 457/2456 [====>.........................] - ETA: 10:13 - loss: 774.5300 - logits_profile_predictions_loss: 768.1420 - logcount_predictions_loss: 0.2742 458/2456 [====>.........................] - ETA: 10:12 - loss: 774.5323 - logits_profile_predictions_loss: 768.1442 - logcount_predictions_loss: 0.2742 459/2456 [====>.........................] - ETA: 10:12 - loss: 774.5344 - logits_profile_predictions_loss: 768.1460 - logcount_predictions_loss: 0.2742 460/2456 [====>.........................] - ETA: 10:12 - loss: 774.5366 - logits_profile_predictions_loss: 768.1481 - logcount_predictions_loss: 0.2742 461/2456 [====>.........................] - ETA: 10:11 - loss: 774.5387 - logits_profile_predictions_loss: 768.1500 - logcount_predictions_loss: 0.2742 462/2456 [====>.........................] - ETA: 10:11 - loss: 774.5406 - logits_profile_predictions_loss: 768.1517 - logcount_predictions_loss: 0.2742 463/2456 [====>.........................] - ETA: 10:11 - loss: 774.5424 - logits_profile_predictions_loss: 768.1533 - logcount_predictions_loss: 0.2742 464/2456 [====>.........................] - ETA: 10:10 - loss: 774.5444 - logits_profile_predictions_loss: 768.1551 - logcount_predictions_loss: 0.2742 465/2456 [====>.........................] - ETA: 10:10 - loss: 774.5462 - logits_profile_predictions_loss: 768.1568 - logcount_predictions_loss: 0.2742 466/2456 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[====>.........................] - ETA: 10:06 - loss: 774.5830 - logits_profile_predictions_loss: 768.1915 - logcount_predictions_loss: 0.2743 480/2456 [====>.........................] - ETA: 10:06 - loss: 774.5858 - logits_profile_predictions_loss: 768.1942 - logcount_predictions_loss: 0.2743 481/2456 [====>.........................] - ETA: 10:05 - loss: 774.5883 - logits_profile_predictions_loss: 768.1965 - logcount_predictions_loss: 0.2743 482/2456 [====>.........................] - ETA: 10:05 - loss: 774.5907 - logits_profile_predictions_loss: 768.1988 - logcount_predictions_loss: 0.2743 483/2456 [====>.........................] - ETA: 10:05 - loss: 774.5931 - logits_profile_predictions_loss: 768.2011 - logcount_predictions_loss: 0.2743 484/2456 [====>.........................] - ETA: 10:04 - loss: 774.5955 - logits_profile_predictions_loss: 768.2034 - logcount_predictions_loss: 0.2743 485/2456 [====>.........................] - ETA: 10:04 - loss: 774.5978 - 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[=====>........................] - ETA: 10:02 - loss: 774.6082 - logits_profile_predictions_loss: 768.2154 - logcount_predictions_loss: 0.2744 493/2456 [=====>........................] - ETA: 10:02 - loss: 774.6089 - logits_profile_predictions_loss: 768.2160 - logcount_predictions_loss: 0.2744 494/2456 [=====>........................] - ETA: 10:01 - loss: 774.6088 - logits_profile_predictions_loss: 768.2159 - logcount_predictions_loss: 0.2744 495/2456 [=====>........................] - ETA: 10:01 - loss: 774.6089 - logits_profile_predictions_loss: 768.2158 - logcount_predictions_loss: 0.2744 496/2456 [=====>........................] - ETA: 10:01 - loss: 774.6089 - logits_profile_predictions_loss: 768.2158 - logcount_predictions_loss: 0.2744 497/2456 [=====>........................] - ETA: 10:00 - loss: 774.6088 - logits_profile_predictions_loss: 768.2156 - logcount_predictions_loss: 0.2744 498/2456 [=====>........................] - ETA: 10:00 - loss: 774.6083 - 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[=====>........................] - ETA: 9:58 - loss: 774.6059 - logits_profile_predictions_loss: 768.2122 - logcount_predictions_loss: 0.2744 506/2456 [=====>........................] - ETA: 9:58 - loss: 774.6059 - logits_profile_predictions_loss: 768.2121 - logcount_predictions_loss: 0.2744 507/2456 [=====>........................] - ETA: 9:57 - loss: 774.6056 - logits_profile_predictions_loss: 768.2118 - logcount_predictions_loss: 0.2744 508/2456 [=====>........................] - ETA: 9:57 - loss: 774.6056 - logits_profile_predictions_loss: 768.2117 - logcount_predictions_loss: 0.2744 509/2456 [=====>........................] - ETA: 9:57 - loss: 774.6060 - logits_profile_predictions_loss: 768.2120 - logcount_predictions_loss: 0.2744 510/2456 [=====>........................] - ETA: 9:57 - loss: 774.6063 - logits_profile_predictions_loss: 768.2122 - logcount_predictions_loss: 0.2744 511/2456 [=====>........................] - ETA: 9:56 - loss: 774.6066 - 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[=====>........................] - ETA: 9:50 - loss: 774.6471 - logits_profile_predictions_loss: 768.2511 - logcount_predictions_loss: 0.2745 532/2456 [=====>........................] - ETA: 9:50 - loss: 774.6503 - logits_profile_predictions_loss: 768.2541 - logcount_predictions_loss: 0.2745 533/2456 [=====>........................] - ETA: 9:50 - loss: 774.6536 - logits_profile_predictions_loss: 768.2573 - logcount_predictions_loss: 0.2745 534/2456 [=====>........................] - ETA: 9:49 - loss: 774.6571 - logits_profile_predictions_loss: 768.2607 - logcount_predictions_loss: 0.2745 535/2456 [=====>........................] - ETA: 9:49 - loss: 774.6608 - logits_profile_predictions_loss: 768.2643 - logcount_predictions_loss: 0.2745 536/2456 [=====>........................] - ETA: 9:49 - loss: 774.6646 - logits_profile_predictions_loss: 768.2680 - logcount_predictions_loss: 0.2745 537/2456 [=====>........................] - ETA: 9:48 - loss: 774.6684 - 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[====================>.........] - ETA: 3:23 - loss: 775.6977 - logits_profile_predictions_loss: 769.3047 - logcount_predictions_loss: 0.2744 1794/2456 [====================>.........] - ETA: 3:23 - loss: 775.6972 - logits_profile_predictions_loss: 769.3043 - logcount_predictions_loss: 0.2744 1795/2456 [====================>.........] - ETA: 3:23 - loss: 775.6968 - logits_profile_predictions_loss: 769.3040 - logcount_predictions_loss: 0.2744 1796/2456 [====================>.........] - ETA: 3:22 - loss: 775.6964 - logits_profile_predictions_loss: 769.3036 - logcount_predictions_loss: 0.2744 1797/2456 [====================>.........] - ETA: 3:22 - loss: 775.6960 - logits_profile_predictions_loss: 769.3032 - logcount_predictions_loss: 0.2744 1798/2456 [====================>.........] - ETA: 3:22 - loss: 775.6956 - logits_profile_predictions_loss: 769.3029 - logcount_predictions_loss: 0.2744 1799/2456 [====================>.........] - ETA: 3:21 - loss: 775.6952 - 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[=====================>........] - ETA: 3:19 - loss: 775.6921 - logits_profile_predictions_loss: 769.2998 - logcount_predictions_loss: 0.2744 1807/2456 [=====================>........] - ETA: 3:19 - loss: 775.6918 - logits_profile_predictions_loss: 769.2994 - logcount_predictions_loss: 0.2744 1808/2456 [=====================>........] - ETA: 3:19 - loss: 775.6914 - logits_profile_predictions_loss: 769.2991 - logcount_predictions_loss: 0.2744 1809/2456 [=====================>........] - ETA: 3:18 - loss: 775.6910 - logits_profile_predictions_loss: 769.2987 - logcount_predictions_loss: 0.2744 1810/2456 [=====================>........] - ETA: 3:18 - loss: 775.6905 - logits_profile_predictions_loss: 769.2983 - logcount_predictions_loss: 0.2744 1811/2456 [=====================>........] - ETA: 3:18 - loss: 775.6901 - logits_profile_predictions_loss: 769.2979 - logcount_predictions_loss: 0.2744 1812/2456 [=====================>........] - ETA: 3:17 - loss: 775.6896 - 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[=====================>........] - ETA: 3:15 - loss: 775.6864 - logits_profile_predictions_loss: 769.2945 - logcount_predictions_loss: 0.2743 1820/2456 [=====================>........] - ETA: 3:15 - loss: 775.6859 - logits_profile_predictions_loss: 769.2940 - logcount_predictions_loss: 0.2743 1821/2456 [=====================>........] - ETA: 3:15 - loss: 775.6853 - logits_profile_predictions_loss: 769.2935 - logcount_predictions_loss: 0.2743 1822/2456 [=====================>........] - ETA: 3:14 - loss: 775.6848 - logits_profile_predictions_loss: 769.2930 - logcount_predictions_loss: 0.2743 1823/2456 [=====================>........] - ETA: 3:14 - loss: 775.6842 - logits_profile_predictions_loss: 769.2925 - logcount_predictions_loss: 0.2743 1824/2456 [=====================>........] - ETA: 3:14 - loss: 775.6837 - logits_profile_predictions_loss: 769.2920 - logcount_predictions_loss: 0.2743 1825/2456 [=====================>........] - ETA: 3:13 - loss: 775.6831 - 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[=====================>........] - ETA: 3:11 - loss: 775.6790 - logits_profile_predictions_loss: 769.2876 - logcount_predictions_loss: 0.2743 1833/2456 [=====================>........] - ETA: 3:11 - loss: 775.6785 - logits_profile_predictions_loss: 769.2871 - logcount_predictions_loss: 0.2743 1834/2456 [=====================>........] - ETA: 3:11 - loss: 775.6779 - logits_profile_predictions_loss: 769.2866 - logcount_predictions_loss: 0.2743 1835/2456 [=====================>........] - ETA: 3:10 - loss: 775.6774 - logits_profile_predictions_loss: 769.2861 - logcount_predictions_loss: 0.2743 1836/2456 [=====================>........] - ETA: 3:10 - loss: 775.6768 - logits_profile_predictions_loss: 769.2855 - logcount_predictions_loss: 0.2743 1837/2456 [=====================>........] - ETA: 3:10 - loss: 775.6762 - logits_profile_predictions_loss: 769.2849 - logcount_predictions_loss: 0.2743 1838/2456 [=====================>........] - ETA: 3:09 - loss: 775.6756 - 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[=====================>........] - ETA: 3:07 - loss: 775.6720 - logits_profile_predictions_loss: 769.2811 - logcount_predictions_loss: 0.2743 1846/2456 [=====================>........] - ETA: 3:07 - loss: 775.6715 - logits_profile_predictions_loss: 769.2807 - logcount_predictions_loss: 0.2743 1847/2456 [=====================>........] - ETA: 3:07 - loss: 775.6711 - logits_profile_predictions_loss: 769.2802 - logcount_predictions_loss: 0.2743 1848/2456 [=====================>........] - ETA: 3:06 - loss: 775.6706 - logits_profile_predictions_loss: 769.2798 - logcount_predictions_loss: 0.2743 1849/2456 [=====================>........] - ETA: 3:06 - loss: 775.6702 - logits_profile_predictions_loss: 769.2794 - logcount_predictions_loss: 0.2743 1850/2456 [=====================>........] - ETA: 3:06 - loss: 775.6697 - logits_profile_predictions_loss: 769.2790 - logcount_predictions_loss: 0.2743 1851/2456 [=====================>........] - ETA: 3:05 - loss: 775.6692 - 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[=====================>........] - ETA: 3:03 - loss: 775.6656 - logits_profile_predictions_loss: 769.2751 - logcount_predictions_loss: 0.2743 1859/2456 [=====================>........] - ETA: 3:03 - loss: 775.6651 - logits_profile_predictions_loss: 769.2747 - logcount_predictions_loss: 0.2743 1860/2456 [=====================>........] - ETA: 3:03 - loss: 775.6646 - logits_profile_predictions_loss: 769.2743 - logcount_predictions_loss: 0.2743 1861/2456 [=====================>........] - ETA: 3:02 - loss: 775.6642 - logits_profile_predictions_loss: 769.2738 - logcount_predictions_loss: 0.2743 1862/2456 [=====================>........] - ETA: 3:02 - loss: 775.6637 - logits_profile_predictions_loss: 769.2734 - logcount_predictions_loss: 0.2743 1863/2456 [=====================>........] - ETA: 3:02 - loss: 775.6633 - logits_profile_predictions_loss: 769.2730 - logcount_predictions_loss: 0.2743 1864/2456 [=====================>........] - ETA: 3:01 - loss: 775.6628 - 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[=====================>........] - ETA: 2:59 - loss: 775.6595 - logits_profile_predictions_loss: 769.2695 - logcount_predictions_loss: 0.2743 1872/2456 [=====================>........] - ETA: 2:59 - loss: 775.6590 - logits_profile_predictions_loss: 769.2691 - logcount_predictions_loss: 0.2743 1873/2456 [=====================>........] - ETA: 2:59 - loss: 775.6585 - logits_profile_predictions_loss: 769.2687 - logcount_predictions_loss: 0.2743 1874/2456 [=====================>........] - ETA: 2:58 - loss: 775.6581 - logits_profile_predictions_loss: 769.2682 - logcount_predictions_loss: 0.2743 1875/2456 [=====================>........] - ETA: 2:58 - loss: 775.6576 - logits_profile_predictions_loss: 769.2678 - logcount_predictions_loss: 0.2743 1876/2456 [=====================>........] - ETA: 2:58 - loss: 775.6571 - logits_profile_predictions_loss: 769.2673 - logcount_predictions_loss: 0.2743 1877/2456 [=====================>........] - ETA: 2:57 - loss: 775.6565 - 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[======================>.......] - ETA: 2:55 - loss: 775.6528 - logits_profile_predictions_loss: 769.2635 - logcount_predictions_loss: 0.2742 1885/2456 [======================>.......] - ETA: 2:55 - loss: 775.6523 - logits_profile_predictions_loss: 769.2630 - logcount_predictions_loss: 0.2742 1886/2456 [======================>.......] - ETA: 2:55 - loss: 775.6518 - logits_profile_predictions_loss: 769.2625 - logcount_predictions_loss: 0.2742 1887/2456 [======================>.......] - ETA: 2:54 - loss: 775.6513 - logits_profile_predictions_loss: 769.2621 - logcount_predictions_loss: 0.2742 1888/2456 [======================>.......] - ETA: 2:54 - loss: 775.6509 - logits_profile_predictions_loss: 769.2617 - logcount_predictions_loss: 0.2742 1889/2456 [======================>.......] - ETA: 2:54 - loss: 775.6504 - logits_profile_predictions_loss: 769.2613 - logcount_predictions_loss: 0.2742 1890/2456 [======================>.......] - ETA: 2:53 - loss: 775.6500 - 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[======================>.......] - ETA: 2:51 - loss: 775.6473 - logits_profile_predictions_loss: 769.2585 - logcount_predictions_loss: 0.2742 1898/2456 [======================>.......] - ETA: 2:51 - loss: 775.6470 - logits_profile_predictions_loss: 769.2582 - logcount_predictions_loss: 0.2742 1899/2456 [======================>.......] - ETA: 2:51 - loss: 775.6466 - logits_profile_predictions_loss: 769.2579 - logcount_predictions_loss: 0.2742 1900/2456 [======================>.......] - ETA: 2:50 - loss: 775.6463 - logits_profile_predictions_loss: 769.2576 - logcount_predictions_loss: 0.2742 1901/2456 [======================>.......] - ETA: 2:50 - loss: 775.6459 - logits_profile_predictions_loss: 769.2573 - logcount_predictions_loss: 0.2742 1902/2456 [======================>.......] - ETA: 2:50 - loss: 775.6456 - logits_profile_predictions_loss: 769.2571 - logcount_predictions_loss: 0.2742 1903/2456 [======================>.......] - ETA: 2:49 - loss: 775.6453 - logits_profile_predictions_loss: 769.2568 - logcount_predictions_loss: 0.2742 1904/2456 [======================>.......] - ETA: 2:49 - loss: 775.6449 - logits_profile_predictions_loss: 769.2565 - logcount_predictions_loss: 0.2742 1905/2456 [======================>.......] - ETA: 2:49 - loss: 775.6446 - logits_profile_predictions_loss: 769.2562 - logcount_predictions_loss: 0.2742 1906/2456 [======================>.......] - ETA: 2:49 - loss: 775.6443 - logits_profile_predictions_loss: 769.2559 - logcount_predictions_loss: 0.2742 1907/2456 [======================>.......] - ETA: 2:48 - loss: 775.6439 - logits_profile_predictions_loss: 769.2556 - logcount_predictions_loss: 0.2742 1908/2456 [======================>.......] - ETA: 2:48 - loss: 775.6436 - logits_profile_predictions_loss: 769.2553 - logcount_predictions_loss: 0.27422022-10-13_14-07-39: 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//ENCSR433NEX//preprocessing/bigWigs/ENCSR433NEX.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR433NEX//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR433NEX//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/ENCSR880CUB/fold_4/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_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: 160130 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 160130 Number of peaks input: 39870 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 39870 Number of non peaks input: 154952 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 154952 Number of non peaks input: 45047 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 45047 Number of peaks after removing outliers: 158365 Number of nonpeaks after removing outliers: 138025 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 1/4314 [..............................] - ETA: 10:22:01 5/4314 [..............................] - ETA: 1:06  8/4314 [..............................] - ETA: 1:13 11/4314 [..............................] - ETA: 1:16 14/4314 [..............................] - ETA: 1:17 17/4314 [..............................] - ETA: 1:18 20/4314 [..............................] - ETA: 1:18 23/4314 [..............................] - ETA: 1:18 26/4314 [..............................] - ETA: 1:19 29/4314 [..............................] - ETA: 1:19 32/4314 [..............................] - ETA: 1:19 35/4314 [..............................] - ETA: 1:19 38/4314 [..............................] - ETA: 1:19 41/4314 [..............................] - ETA: 1:19 44/4314 [..............................] - ETA: 1:19 47/4314 [..............................] - ETA: 1:19 50/4314 [..............................] - ETA: 1:19 53/4314 [..............................] - ETA: 1:19 56/4314 [..............................] - ETA: 1:19 59/4314 [..............................] - ETA: 1:19 62/4314 [..............................] - ETA: 1:19 65/4314 [..............................] - ETA: 1:19 68/4314 [..............................] - ETA: 1:19 71/4314 [..............................] - ETA: 1:19 74/4314 [..............................] - ETA: 1:19 77/4314 [..............................] - ETA: 1:19 80/4314 [..............................] - ETA: 1:19 83/4314 [..............................] - ETA: 1:19 86/4314 [..............................] - ETA: 1:19 89/4314 [..............................] - ETA: 1:19 92/4314 [..............................] - ETA: 1:19 95/4314 [..............................] - ETA: 1:19 98/4314 [..............................] - ETA: 1:19 101/4314 [..............................] - ETA: 1:19 104/4314 [..............................] - ETA: 1:19 107/4314 [..............................] - ETA: 1:19 110/4314 [..............................] - ETA: 1:19 113/4314 [..............................] - ETA: 1:19 116/4314 [..............................] - ETA: 1:19 119/4314 [..............................] - ETA: 1:19 122/4314 [..............................] - ETA: 1:19 125/4314 [..............................] - ETA: 1:18 128/4314 [..............................] - ETA: 1:18 131/4314 [..............................] - ETA: 1:18 134/4314 [..............................] - ETA: 1:18 137/4314 [..............................] - ETA: 1:18 140/4314 [..............................] - ETA: 1:18 143/4314 [..............................] - ETA: 1:18 146/4314 [>.............................] - ETA: 1:18 149/4314 [>.............................] - ETA: 1:18 152/4314 [>.............................] - ETA: 1:18 155/4314 [>.............................] - ETA: 1:18 158/4314 [>.............................] - ETA: 1:18 161/4314 [>.............................] - ETA: 1:18 164/4314 [>.............................] - ETA: 1:18 167/4314 [>.............................] - ETA: 1:18 170/4314 [>.............................] - ETA: 1:18 173/4314 [>.............................] - ETA: 1:18 176/4314 [>.............................] - ETA: 1:18 179/4314 [>.............................] - ETA: 1:18 182/4314 [>.............................] - ETA: 1:18 185/4314 [>.............................] - ETA: 1:17 188/4314 [>.............................] - ETA: 1:17 191/4314 [>.............................] - ETA: 1:17 194/4314 [>.............................] - ETA: 1:17 197/4314 [>.............................] - ETA: 1:17 200/4314 [>.............................] - ETA: 1:17 203/4314 [>.............................] - ETA: 1:17 206/4314 [>.............................] - ETA: 1:17 209/4314 [>.............................] - ETA: 1:17 212/4314 [>.............................] - ETA: 1:17 215/4314 [>.............................] - ETA: 1:17 218/4314 [>.............................] - ETA: 1:17 221/4314 [>.............................] - ETA: 1:17 224/4314 [>.............................] - ETA: 1:17 227/4314 [>.............................] - ETA: 1:17 230/4314 [>.............................] - ETA: 1:17 233/4314 [>.............................] - ETA: 1:17 236/4314 [>.............................] - ETA: 1:17 239/4314 [>.............................] - ETA: 1:17 242/4314 [>.............................] - ETA: 1:16 245/4314 [>.............................] - ETA: 1:16 248/4314 [>.............................] - ETA: 1:16 251/4314 [>.............................] - ETA: 1:16 254/4314 [>.............................] - ETA: 1:16 257/4314 [>.............................] - ETA: 1:16 260/4314 [>.............................] - ETA: 1:16 263/4314 [>.............................] - ETA: 1:16 266/4314 [>.............................] - ETA: 1:16 269/4314 [>.............................] - ETA: 1:16 272/4314 [>.............................] - ETA: 1:16 275/4314 [>.............................] - ETA: 1:16 278/4314 [>.............................] - ETA: 1:16 281/4314 [>.............................] - ETA: 1:16 284/4314 [>.............................] - ETA: 1:16 287/4314 [>.............................] - ETA: 1:16 290/4314 [=>............................] - ETA: 1:16 293/4314 [=>............................] - ETA: 1:16 296/4314 [=>............................] - ETA: 1:15 299/4314 [=>............................] - ETA: 1:15 302/4314 [=>............................] - ETA: 1:15 305/4314 [=>............................] - ETA: 1:15 308/4314 [=>............................] - ETA: 1:15 311/4314 [=>............................] - ETA: 1:15 314/4314 [=>............................] - ETA: 1:15 317/4314 [=>............................] - ETA: 1:15 320/4314 [=>............................] - ETA: 1:15 323/4314 [=>............................] - ETA: 1:15 326/4314 [=>............................] - ETA: 1:15 329/4314 [=>............................] - ETA: 1:15 332/4314 [=>............................] - ETA: 1:15 335/4314 [=>............................] - ETA: 1:15 338/4314 [=>............................] - ETA: 1:15 341/4314 [=>............................] - ETA: 1:15 344/4314 [=>............................] - ETA: 1:15 347/4314 [=>............................] - ETA: 1:15 350/4314 [=>............................] - ETA: 1:14 353/4314 [=>............................] - ETA: 1:14 356/4314 [=>............................] - ETA: 1:14 359/4314 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[==>...........................] - ETA: 1:12 470/4314 [==>...........................] - ETA: 1:12 473/4314 [==>...........................] - ETA: 1:12 476/4314 [==>...........................] - ETA: 1:12 479/4314 [==>...........................] - ETA: 1:12 482/4314 [==>...........................] - ETA: 1:12 485/4314 [==>...........................] - ETA: 1:12 488/4314 [==>...........................] - ETA: 1:12 491/4314 [==>...........................] - ETA: 1:12 494/4314 [==>...........................] - ETA: 1:12 497/4314 [==>...........................] - ETA: 1:12 500/4314 [==>...........................] - ETA: 1:12 503/4314 [==>...........................] - ETA: 1:12 506/4314 [==>...........................] - ETA: 1:12 509/4314 [==>...........................] - ETA: 1:11 512/4314 [==>...........................] - ETA: 1:11 515/4314 [==>...........................] - ETA: 1:11 518/4314 [==>...........................] - ETA: 1:11 521/4314 [==>...........................] - ETA: 1:11 524/4314 [==>...........................] - ETA: 1:11 527/4314 [==>...........................] - ETA: 1:11 530/4314 [==>...........................] - ETA: 1:11 533/4314 [==>...........................] - ETA: 1:11 536/4314 [==>...........................] - ETA: 1:11 539/4314 [==>...........................] - ETA: 1:11 542/4314 [==>...........................] - ETA: 1:11 545/4314 [==>...........................] - ETA: 1:11 548/4314 [==>...........................] - ETA: 1:11 551/4314 [==>...........................] - ETA: 1:11 554/4314 [==>...........................] - ETA: 1:11 557/4314 [==>...........................] - ETA: 1:11 560/4314 [==>...........................] - ETA: 1:11 563/4314 [==>...........................] - ETA: 1:10 566/4314 [==>...........................] - ETA: 1:10 569/4314 [==>...........................] - ETA: 1:10 572/4314 [==>...........................] - ETA: 1:10 575/4314 [==>...........................] - ETA: 1:10 578/4314 [===>..........................] - ETA: 1:10 581/4314 [===>..........................] - ETA: 1:10 584/4314 [===>..........................] - ETA: 1:10 587/4314 [===>..........................] - ETA: 1:10 590/4314 [===>..........................] - ETA: 1:10 593/4314 [===>..........................] - ETA: 1:10 596/4314 [===>..........................] - ETA: 1:10 599/4314 [===>..........................] - ETA: 1:10 602/4314 [===>..........................] - ETA: 1:10 605/4314 [===>..........................] - ETA: 1:10 608/4314 [===>..........................] - ETA: 1:10 611/4314 [===>..........................] - ETA: 1:10 614/4314 [===>..........................] - ETA: 1:10 617/4314 [===>..........................] - ETA: 1:09 620/4314 [===>..........................] - ETA: 1:09 623/4314 [===>..........................] - ETA: 1:09 626/4314 [===>..........................] - ETA: 1:09 629/4314 [===>..........................] - ETA: 1:09 632/4314 [===>..........................] - ETA: 1:09 635/4314 [===>..........................] - ETA: 1:09 638/4314 [===>..........................] - ETA: 1:09 641/4314 [===>..........................] - ETA: 1:09 644/4314 [===>..........................] - ETA: 1:09 647/4314 [===>..........................] - ETA: 1:09 650/4314 [===>..........................] - ETA: 1:09 653/4314 [===>..........................] - ETA: 1:09 656/4314 [===>..........................] - ETA: 1:09 659/4314 [===>..........................] - ETA: 1:09 662/4314 [===>..........................] - ETA: 1:09 665/4314 [===>..........................] - ETA: 1:09 668/4314 [===>..........................] - ETA: 1:09 671/4314 [===>..........................] - ETA: 1:08 674/4314 [===>..........................] - ETA: 1:08 677/4314 [===>..........................] - ETA: 1:08 680/4314 [===>..........................] - ETA: 1:08 683/4314 [===>..........................] - ETA: 1:08 686/4314 [===>..........................] - ETA: 1:08 689/4314 [===>..........................] - ETA: 1:08 692/4314 [===>..........................] - ETA: 1:08 695/4314 [===>..........................] - ETA: 1:08 698/4314 [===>..........................] - ETA: 1:08 701/4314 [===>..........................] - ETA: 1:08 704/4314 [===>..........................] - ETA: 1:08 707/4314 [===>..........................] - ETA: 1:08 710/4314 [===>..........................] - ETA: 1:08 713/4314 [===>..........................] - ETA: 1:08 716/4314 [===>..........................] - ETA: 1:08 719/4314 [====>.........................] - ETA: 1:08 722/4314 [====>.........................] - ETA: 1:08 725/4314 [====>.........................] - ETA: 1:07 728/4314 [====>.........................] - ETA: 1:07 731/4314 [====>.........................] - ETA: 1:07 734/4314 [====>.........................] - ETA: 1:07 737/4314 [====>.........................] - ETA: 1:07 740/4314 [====>.........................] - ETA: 1:07 743/4314 [====>.........................] - ETA: 1:07 746/4314 [====>.........................] - ETA: 1:07 749/4314 [====>.........................] - ETA: 1:07 752/4314 [====>.........................] - ETA: 1:07 755/4314 [====>.........................] - ETA: 1:07 758/4314 [====>.........................] - ETA: 1:07 761/4314 [====>.........................] - ETA: 1:07 764/4314 [====>.........................] - ETA: 1:07 767/4314 [====>.........................] - ETA: 1:07 770/4314 [====>.........................] - ETA: 1:07 773/4314 [====>.........................] - ETA: 1:07 776/4314 [====>.........................] - ETA: 1:06 779/4314 [====>.........................] - ETA: 1:06 782/4314 [====>.........................] - ETA: 1:06 785/4314 [====>.........................] - ETA: 1:06 788/4314 [====>.........................] - ETA: 1:06 791/4314 [====>.........................] - ETA: 1:06 794/4314 [====>.........................] - ETA: 1:06 797/4314 [====>.........................] - ETA: 1:06 800/4314 [====>.........................] - ETA: 1:06 803/4314 [====>.........................] - ETA: 1:06 806/4314 [====>.........................] - ETA: 1:06 809/4314 [====>.........................] - ETA: 1:06 812/4314 [====>.........................] - ETA: 1:06 815/4314 [====>.........................] - ETA: 1:06 818/4314 [====>.........................] - ETA: 1:06 821/4314 [====>.........................] - ETA: 1:06 824/4314 [====>.........................] - ETA: 1:06 827/4314 [====>.........................] - ETA: 1:06 830/4314 [====>.........................] - ETA: 1:05 833/4314 [====>.........................] - ETA: 1:05 836/4314 [====>.........................] - ETA: 1:05 839/4314 [====>.........................] - ETA: 1:05 842/4314 [====>.........................] - ETA: 1:05 845/4314 [====>.........................] - ETA: 1:05 848/4314 [====>.........................] - ETA: 1:05 851/4314 [====>.........................] - ETA: 1:05 854/4314 [====>.........................] - ETA: 1:05 857/4314 [====>.........................] - ETA: 1:05 860/4314 [====>.........................] - ETA: 1:05 863/4314 [=====>........................] - ETA: 1:05 866/4314 [=====>........................] - ETA: 1:05 869/4314 [=====>........................] - ETA: 1:05 872/4314 [=====>........................] - ETA: 1:05 875/4314 [=====>........................] - ETA: 1:05 878/4314 [=====>........................] - ETA: 1:05 881/4314 [=====>........................] - ETA: 1:05 884/4314 [=====>........................] - ETA: 1:04 887/4314 [=====>........................] - ETA: 1:04 890/4314 [=====>........................] - ETA: 1:04 893/4314 [=====>........................] - ETA: 1:04 896/4314 [=====>........................] - ETA: 1:04 899/4314 [=====>........................] - ETA: 1:04 902/4314 [=====>........................] - ETA: 1:04 905/4314 [=====>........................] - ETA: 1:04 908/4314 [=====>........................] - ETA: 1:04 911/4314 [=====>........................] - ETA: 1:04 914/4314 [=====>........................] - ETA: 1:04 917/4314 [=====>........................] - ETA: 1:04 920/4314 [=====>........................] - ETA: 1:04 923/4314 [=====>........................] - ETA: 1:04 926/4314 [=====>........................] - ETA: 1:04 929/4314 [=====>........................] - ETA: 1:04 932/4314 [=====>........................] - ETA: 1:04 935/4314 [=====>........................] - ETA: 1:03 938/4314 [=====>........................] - ETA: 1:03 941/4314 [=====>........................] - ETA: 1:03 944/4314 [=====>........................] - ETA: 1:03 947/4314 [=====>........................] - ETA: 1:03 950/4314 [=====>........................] - ETA: 1:03 953/4314 [=====>........................] - ETA: 1:03 956/4314 [=====>........................] - ETA: 1:03 959/4314 [=====>........................] - ETA: 1:03 962/4314 [=====>........................] - ETA: 1:03 965/4314 [=====>........................] - ETA: 1:03 968/4314 [=====>........................] - ETA: 1:03 971/4314 [=====>........................] - ETA: 1:03 974/4314 [=====>........................] - ETA: 1:03 977/4314 [=====>........................] - ETA: 1:03 980/4314 [=====>........................] - ETA: 1:03 983/4314 [=====>........................] - ETA: 1:03 986/4314 [=====>........................] - ETA: 1:03 989/4314 [=====>........................] - ETA: 1:02 992/4314 [=====>........................] - ETA: 1:02 995/4314 [=====>........................] - ETA: 1:02 998/4314 [=====>........................] - ETA: 1:02 1001/4314 [=====>........................] - ETA: 1:02 1004/4314 [=====>........................] - ETA: 1:02 1007/4314 [======>.......................] - ETA: 1:02 1010/4314 [======>.......................] - ETA: 1:02 1013/4314 [======>.......................] - ETA: 1:02 1016/4314 [======>.......................] - ETA: 1:02 1019/4314 [======>.......................] - ETA: 1:02 1022/4314 [======>.......................] - ETA: 1:02 1025/4314 [======>.......................] - ETA: 1:02 1028/4314 [======>.......................] - ETA: 1:02 1031/4314 [======>.......................] - ETA: 1:02 1034/4314 [======>.......................] - ETA: 1:02 1037/4314 [======>.......................] - ETA: 1:02 1040/4314 [======>.......................] - ETA: 1:02 1043/4314 [======>.......................] - ETA: 1:01 1046/4314 [======>.......................] - ETA: 1:01 1049/4314 [======>.......................] - ETA: 1:01 1052/4314 [======>.......................] - ETA: 1:01 1055/4314 [======>.......................] - ETA: 1:01 1058/4314 [======>.......................] - ETA: 1:01 1061/4314 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ETA: 0s 4314/4314 [==============================] - 91s 19ms/step 2022-10-13_14-18-05: 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//ENCSR433NEX//preprocessing/bigWigs/ENCSR433NEX.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_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': '23.3', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_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:(142844, 10) loading nonpeaks... got split:train for bed regions:(126105, 10) loading peaks... got split:valid for bed regions:(15521, 10) loading nonpeaks... got split:valid for bed regions:(11920, 10) Epoch 1/50 1/2456 [..............................] - ETA: 6:14:30 - loss: 767.8883 - logits_profile_predictions_loss: 736.2625 - logcount_predictions_loss: 1.3573 2/2456 [..............................] - ETA: 40:46 - loss: 808.8179 - logits_profile_predictions_loss: 767.3588 - logcount_predictions_loss: 1.7794  3/2456 [..............................] - ETA: 40:44 - loss: 819.7253 - logits_profile_predictions_loss: 776.3162 - logcount_predictions_loss: 1.8631 4/2456 [..............................] - ETA: 40:43 - loss: 826.5088 - logits_profile_predictions_loss: 782.4481 - logcount_predictions_loss: 1.8910 5/2456 [..............................] - ETA: 40:41 - loss: 830.0218 - logits_profile_predictions_loss: 786.1588 - logcount_predictions_loss: 1.8825 6/2456 [..............................] - ETA: 40:41 - loss: 833.7797 - logits_profile_predictions_loss: 790.1846 - logcount_predictions_loss: 1.8710 7/2456 [..............................] - ETA: 40:40 - loss: 836.5661 - logits_profile_predictions_loss: 793.3347 - logcount_predictions_loss: 1.8554 8/2456 [..............................] - ETA: 40:38 - loss: 841.1083 - logits_profile_predictions_loss: 798.0812 - logcount_predictions_loss: 1.8467 9/2456 [..............................] - ETA: 40:37 - loss: 844.8673 - logits_profile_predictions_loss: 801.9227 - logcount_predictions_loss: 1.8431 10/2456 [..............................] - ETA: 40:36 - loss: 847.6518 - logits_profile_predictions_loss: 804.7385 - logcount_predictions_loss: 1.8418 11/2456 [..............................] - ETA: 40:35 - loss: 849.4724 - logits_profile_predictions_loss: 806.6145 - logcount_predictions_loss: 1.8394 12/2456 [..............................] - ETA: 40:33 - loss: 851.4175 - logits_profile_predictions_loss: 808.5249 - logcount_predictions_loss: 1.8409 13/2456 [..............................] - ETA: 40:32 - loss: 853.8417 - logits_profile_predictions_loss: 810.8508 - logcount_predictions_loss: 1.8451 14/2456 [..............................] - ETA: 40:31 - loss: 855.9402 - logits_profile_predictions_loss: 812.8840 - logcount_predictions_loss: 1.8479 15/2456 [..............................] - ETA: 40:30 - loss: 857.7313 - logits_profile_predictions_loss: 814.6009 - logcount_predictions_loss: 1.8511 16/2456 [..............................] - ETA: 40:29 - loss: 859.5866 - logits_profile_predictions_loss: 816.3656 - logcount_predictions_loss: 1.8550 17/2456 [..............................] - ETA: 40:28 - loss: 860.8523 - logits_profile_predictions_loss: 817.5852 - logcount_predictions_loss: 1.8570 18/2456 [..............................] - ETA: 40:27 - loss: 861.6049 - logits_profile_predictions_loss: 818.3395 - logcount_predictions_loss: 1.8569 19/2456 [..............................] - ETA: 40:26 - loss: 862.6134 - logits_profile_predictions_loss: 819.3178 - logcount_predictions_loss: 1.8582 20/2456 [..............................] - ETA: 40:25 - loss: 863.5575 - logits_profile_predictions_loss: 820.2316 - logcount_predictions_loss: 1.8595 21/2456 [..............................] - ETA: 40:23 - loss: 864.5310 - logits_profile_predictions_loss: 821.1682 - logcount_predictions_loss: 1.8611 22/2456 [..............................] - ETA: 40:22 - loss: 865.2846 - logits_profile_predictions_loss: 821.9102 - logcount_predictions_loss: 1.8616 23/2456 [..............................] - ETA: 40:21 - loss: 865.8716 - logits_profile_predictions_loss: 822.5004 - logcount_predictions_loss: 1.8614 24/2456 [..............................] - ETA: 40:20 - loss: 866.6272 - logits_profile_predictions_loss: 823.2340 - logcount_predictions_loss: 1.8624 25/2456 [..............................] - ETA: 40:19 - loss: 867.4169 - logits_profile_predictions_loss: 824.0007 - logcount_predictions_loss: 1.8634 26/2456 [..............................] - ETA: 40:18 - loss: 868.1212 - logits_profile_predictions_loss: 824.6955 - logcount_predictions_loss: 1.8638 27/2456 [..............................] - ETA: 40:17 - loss: 868.5956 - logits_profile_predictions_loss: 825.1810 - logcount_predictions_loss: 1.8633 28/2456 [..............................] - ETA: 40:16 - loss: 868.9078 - logits_profile_predictions_loss: 825.5198 - logcount_predictions_loss: 1.8621 29/2456 [..............................] - ETA: 40:15 - loss: 869.1522 - logits_profile_predictions_loss: 825.7890 - logcount_predictions_loss: 1.8611 30/2456 [..............................] - ETA: 40:14 - loss: 869.4721 - logits_profile_predictions_loss: 826.1229 - logcount_predictions_loss: 1.8605 31/2456 [..............................] - ETA: 40:13 - loss: 869.6815 - logits_profile_predictions_loss: 826.3478 - logcount_predictions_loss: 1.8598 32/2456 [..............................] - ETA: 40:12 - loss: 869.8955 - logits_profile_predictions_loss: 826.5756 - logcount_predictions_loss: 1.8592 33/2456 [..............................] - ETA: 40:11 - loss: 870.0613 - logits_profile_predictions_loss: 826.7476 - logcount_predictions_loss: 1.8590 34/2456 [..............................] - ETA: 40:10 - loss: 870.1513 - logits_profile_predictions_loss: 826.8537 - logcount_predictions_loss: 1.8583 35/2456 [..............................] - ETA: 40:09 - loss: 870.2763 - logits_profile_predictions_loss: 826.9925 - logcount_predictions_loss: 1.8577 36/2456 [..............................] - ETA: 40:08 - loss: 870.3602 - logits_profile_predictions_loss: 827.0912 - logcount_predictions_loss: 1.8570 37/2456 [..............................] - ETA: 40:08 - loss: 870.4106 - logits_profile_predictions_loss: 827.1611 - logcount_predictions_loss: 1.8562 38/2456 [..............................] - ETA: 40:07 - loss: 870.4569 - logits_profile_predictions_loss: 827.2273 - logcount_predictions_loss: 1.8553 39/2456 [..............................] - ETA: 40:06 - loss: 870.5384 - logits_profile_predictions_loss: 827.3224 - logcount_predictions_loss: 1.8548 40/2456 [..............................] - ETA: 40:05 - loss: 870.5501 - logits_profile_predictions_loss: 827.3521 - logcount_predictions_loss: 1.8540 41/2456 [..............................] - ETA: 40:04 - loss: 870.4845 - logits_profile_predictions_loss: 827.3092 - logcount_predictions_loss: 1.8530 42/2456 [..............................] - ETA: 40:03 - loss: 870.4035 - logits_profile_predictions_loss: 827.2501 - logcount_predictions_loss: 1.8521 43/2456 [..............................] - ETA: 40:02 - loss: 870.2795 - logits_profile_predictions_loss: 827.1529 - logcount_predictions_loss: 1.8509 44/2456 [..............................] - ETA: 40:01 - loss: 870.1189 - logits_profile_predictions_loss: 827.0215 - logcount_predictions_loss: 1.8497 45/2456 [..............................] - ETA: 40:00 - loss: 869.9131 - logits_profile_predictions_loss: 826.8437 - logcount_predictions_loss: 1.8485 46/2456 [..............................] - ETA: 39:59 - loss: 869.7261 - logits_profile_predictions_loss: 826.6850 - logcount_predictions_loss: 1.8473 47/2456 [..............................] - ETA: 39:58 - loss: 869.5609 - logits_profile_predictions_loss: 826.5459 - logcount_predictions_loss: 1.8461 48/2456 [..............................] - ETA: 39:57 - loss: 869.4522 - logits_profile_predictions_loss: 826.4594 - logcount_predictions_loss: 1.8452 49/2456 [..............................] - ETA: 39:56 - loss: 869.3501 - logits_profile_predictions_loss: 826.3771 - logcount_predictions_loss: 1.8443 50/2456 [..............................] - ETA: 39:55 - loss: 869.2313 - logits_profile_predictions_loss: 826.2792 - logcount_predictions_loss: 1.8434 51/2456 [..............................] - ETA: 39:54 - loss: 869.1529 - logits_profile_predictions_loss: 826.2155 - logcount_predictions_loss: 1.8428 52/2456 [..............................] - ETA: 39:53 - loss: 869.0871 - logits_profile_predictions_loss: 826.1632 - logcount_predictions_loss: 1.8422 53/2456 [..............................] - ETA: 39:52 - loss: 869.0488 - logits_profile_predictions_loss: 826.1355 - logcount_predictions_loss: 1.8418 54/2456 [..............................] - ETA: 39:51 - loss: 869.0214 - logits_profile_predictions_loss: 826.1166 - logcount_predictions_loss: 1.8414 55/2456 [..............................] - ETA: 39:50 - loss: 868.9723 - logits_profile_predictions_loss: 826.0767 - logcount_predictions_loss: 1.8410 56/2456 [..............................] - ETA: 39:49 - loss: 868.8950 - logits_profile_predictions_loss: 826.0103 - logcount_predictions_loss: 1.8405 57/2456 [..............................] - ETA: 39:48 - loss: 868.7940 - logits_profile_predictions_loss: 825.9230 - logcount_predictions_loss: 1.8400 58/2456 [..............................] - ETA: 39:47 - loss: 868.6947 - logits_profile_predictions_loss: 825.8373 - logcount_predictions_loss: 1.8394 59/2456 [..............................] - ETA: 39:46 - loss: 868.5838 - logits_profile_predictions_loss: 825.7411 - logcount_predictions_loss: 1.8387 60/2456 [..............................] - ETA: 39:45 - loss: 868.5465 - logits_profile_predictions_loss: 825.7126 - logcount_predictions_loss: 1.8384 61/2456 [..............................] - ETA: 39:44 - loss: 868.5112 - logits_profile_predictions_loss: 825.6854 - logcount_predictions_loss: 1.8380 62/2456 [..............................] - ETA: 39:42 - loss: 868.4457 - logits_profile_predictions_loss: 825.6296 - logcount_predictions_loss: 1.8376 63/2456 [..............................] - ETA: 39:41 - loss: 868.3817 - logits_profile_predictions_loss: 825.5752 - logcount_predictions_loss: 1.8372 64/2456 [..............................] - ETA: 39:40 - loss: 868.3259 - logits_profile_predictions_loss: 825.5289 - logcount_predictions_loss: 1.8368 65/2456 [..............................] - ETA: 39:39 - loss: 868.2814 - logits_profile_predictions_loss: 825.4914 - logcount_predictions_loss: 1.8365 66/2456 [..............................] - ETA: 39:38 - loss: 868.2081 - logits_profile_predictions_loss: 825.4290 - logcount_predictions_loss: 1.8360 67/2456 [..............................] - ETA: 39:37 - loss: 868.1435 - logits_profile_predictions_loss: 825.3736 - logcount_predictions_loss: 1.8356 68/2456 [..............................] - ETA: 39:36 - loss: 868.1028 - logits_profile_predictions_loss: 825.3410 - logcount_predictions_loss: 1.8353 69/2456 [..............................] - ETA: 39:35 - loss: 868.0542 - logits_profile_predictions_loss: 825.3018 - logcount_predictions_loss: 1.8349 70/2456 [..............................] - ETA: 39:34 - loss: 868.0044 - logits_profile_predictions_loss: 825.2615 - logcount_predictions_loss: 1.8345 71/2456 [..............................] - ETA: 39:33 - loss: 867.9514 - logits_profile_predictions_loss: 825.2180 - logcount_predictions_loss: 1.8341 72/2456 [..............................] - ETA: 39:32 - loss: 867.8864 - logits_profile_predictions_loss: 825.1622 - logcount_predictions_loss: 1.8337 73/2456 [..............................] - ETA: 39:31 - loss: 867.8224 - logits_profile_predictions_loss: 825.1073 - logcount_predictions_loss: 1.8333 74/2456 [..............................] - ETA: 39:30 - loss: 867.7567 - logits_profile_predictions_loss: 825.0511 - logcount_predictions_loss: 1.8329 75/2456 [..............................] - ETA: 39:29 - loss: 867.7099 - logits_profile_predictions_loss: 825.0125 - logcount_predictions_loss: 1.8325 76/2456 [..............................] - ETA: 39:28 - loss: 867.6677 - logits_profile_predictions_loss: 824.9789 - logcount_predictions_loss: 1.8321 77/2456 [..............................] - ETA: 39:27 - loss: 867.6302 - logits_profile_predictions_loss: 824.9503 - logcount_predictions_loss: 1.8318 78/2456 [..............................] - ETA: 39:26 - loss: 867.5945 - 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[====>.........................] - ETA: 33:57 - loss: 864.2285 - logits_profile_predictions_loss: 821.5748 - logcount_predictions_loss: 1.8306 411/2456 [====>.........................] - ETA: 33:56 - loss: 864.2114 - logits_profile_predictions_loss: 821.5581 - logcount_predictions_loss: 1.8306 412/2456 [====>.........................] - ETA: 33:55 - loss: 864.1948 - logits_profile_predictions_loss: 821.5417 - logcount_predictions_loss: 1.8306 413/2456 [====>.........................] - ETA: 33:54 - loss: 864.1781 - logits_profile_predictions_loss: 821.5253 - logcount_predictions_loss: 1.8306 414/2456 [====>.........................] - ETA: 33:53 - loss: 864.1612 - logits_profile_predictions_loss: 821.5087 - logcount_predictions_loss: 1.8306 415/2456 [====>.........................] - ETA: 33:52 - loss: 864.1440 - logits_profile_predictions_loss: 821.4918 - logcount_predictions_loss: 1.8306 416/2456 [====>.........................] - ETA: 33:51 - loss: 864.1267 - 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[====>.........................] - ETA: 33:44 - loss: 864.0085 - logits_profile_predictions_loss: 821.3588 - logcount_predictions_loss: 1.8304 424/2456 [====>.........................] - ETA: 33:43 - loss: 863.9926 - logits_profile_predictions_loss: 821.3431 - logcount_predictions_loss: 1.8304 425/2456 [====>.........................] - ETA: 33:42 - loss: 863.9771 - logits_profile_predictions_loss: 821.3277 - logcount_predictions_loss: 1.8304 426/2456 [====>.........................] - ETA: 33:41 - loss: 863.9617 - logits_profile_predictions_loss: 821.3125 - logcount_predictions_loss: 1.8304 427/2456 [====>.........................] - ETA: 33:40 - loss: 863.9459 - logits_profile_predictions_loss: 821.2968 - logcount_predictions_loss: 1.8304 428/2456 [====>.........................] - ETA: 33:39 - loss: 863.9296 - logits_profile_predictions_loss: 821.2807 - logcount_predictions_loss: 1.8304 429/2456 [====>.........................] - ETA: 33:38 - loss: 863.9129 - 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logits_profile_predictions_loss: 821.0506 - logcount_predictions_loss: 1.8302 443/2456 [====>.........................] - ETA: 33:24 - loss: 863.6788 - logits_profile_predictions_loss: 821.0342 - logcount_predictions_loss: 1.8302 444/2456 [====>.........................] - ETA: 33:23 - loss: 863.6622 - logits_profile_predictions_loss: 821.0179 - logcount_predictions_loss: 1.8302 445/2456 [====>.........................] - ETA: 33:22 - loss: 863.6454 - logits_profile_predictions_loss: 821.0014 - logcount_predictions_loss: 1.8302 446/2456 [====>.........................] - ETA: 33:21 - loss: 863.6280 - logits_profile_predictions_loss: 820.9843 - logcount_predictions_loss: 1.8302 447/2456 [====>.........................] - ETA: 33:20 - loss: 863.6103 - logits_profile_predictions_loss: 820.9670 - logcount_predictions_loss: 1.8302 448/2456 [====>.........................] - ETA: 33:19 - loss: 863.5923 - logits_profile_predictions_loss: 820.9494 - logcount_predictions_loss: 1.8302 449/2456 [====>.........................] - ETA: 33:18 - loss: 863.5743 - logits_profile_predictions_loss: 820.9318 - logcount_predictions_loss: 1.8301 450/2456 [====>.........................] - ETA: 33:17 - loss: 863.5570 - logits_profile_predictions_loss: 820.9148 - logcount_predictions_loss: 1.8301 451/2456 [====>.........................] - ETA: 33:16 - loss: 863.5400 - logits_profile_predictions_loss: 820.8980 - logcount_predictions_loss: 1.8301 452/2456 [====>.........................] - ETA: 33:15 - loss: 863.5227 - logits_profile_predictions_loss: 820.8810 - logcount_predictions_loss: 1.8301 453/2456 [====>.........................] - ETA: 33:14 - loss: 863.5057 - logits_profile_predictions_loss: 820.8643 - logcount_predictions_loss: 1.8301 454/2456 [====>.........................] - ETA: 33:13 - loss: 863.4886 - logits_profile_predictions_loss: 820.8475 - logcount_predictions_loss: 1.8301 455/2456 [====>.........................] - ETA: 33:12 - loss: 863.4716 - logits_profile_predictions_loss: 820.8308 - logcount_predictions_loss: 1.8301 456/2456 [====>.........................] - ETA: 33:11 - loss: 863.4548 - logits_profile_predictions_loss: 820.8142 - logcount_predictions_loss: 1.8301 457/2456 [====>.........................] - ETA: 33:10 - loss: 863.4382 - logits_profile_predictions_loss: 820.7978 - logcount_predictions_loss: 1.8300 458/2456 [====>.........................] - ETA: 33:09 - loss: 863.4212 - logits_profile_predictions_loss: 820.7811 - logcount_predictions_loss: 1.8300 459/2456 [====>.........................] - ETA: 33:08 - loss: 863.4040 - logits_profile_predictions_loss: 820.7641 - logcount_predictions_loss: 1.8300 460/2456 [====>.........................] - ETA: 33:07 - loss: 863.3872 - logits_profile_predictions_loss: 820.7477 - logcount_predictions_loss: 1.8300 461/2456 [====>.........................] - ETA: 33:06 - loss: 863.3702 - logits_profile_predictions_loss: 820.7309 - logcount_predictions_loss: 1.8300 462/2456 [====>.........................] - ETA: 33:05 - loss: 863.3528 - logits_profile_predictions_loss: 820.7139 - logcount_predictions_loss: 1.8300 463/2456 [====>.........................] - ETA: 33:04 - loss: 863.3359 - logits_profile_predictions_loss: 820.6972 - logcount_predictions_loss: 1.8300 464/2456 [====>.........................] - ETA: 33:03 - loss: 863.3188 - logits_profile_predictions_loss: 820.6805 - logcount_predictions_loss: 1.8300 465/2456 [====>.........................] - ETA: 33:02 - loss: 863.3020 - logits_profile_predictions_loss: 820.6640 - logcount_predictions_loss: 1.8299 466/2456 [====>.........................] - ETA: 33:01 - loss: 863.2854 - logits_profile_predictions_loss: 820.6477 - logcount_predictions_loss: 1.8299 467/2456 [====>.........................] - ETA: 33:00 - loss: 863.2692 - logits_profile_predictions_loss: 820.6317 - logcount_predictions_loss: 1.8299 468/2456 [====>.........................] - ETA: 32:59 - loss: 863.2531 - 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[=====>........................] - ETA: 32:01 - loss: 862.4204 - logits_profile_predictions_loss: 819.7949 - logcount_predictions_loss: 1.8294 528/2456 [=====>........................] - ETA: 32:00 - loss: 862.4076 - logits_profile_predictions_loss: 819.7822 - logcount_predictions_loss: 1.8294 529/2456 [=====>........................] - ETA: 31:59 - loss: 862.3945 - logits_profile_predictions_loss: 819.7692 - logcount_predictions_loss: 1.8294 530/2456 [=====>........................] - ETA: 31:58 - loss: 862.3810 - logits_profile_predictions_loss: 819.7559 - logcount_predictions_loss: 1.8294 531/2456 [=====>........................] - ETA: 31:57 - loss: 862.3673 - logits_profile_predictions_loss: 819.7424 - logcount_predictions_loss: 1.8294 532/2456 [=====>........................] - ETA: 31:56 - loss: 862.3540 - logits_profile_predictions_loss: 819.7293 - logcount_predictions_loss: 1.8294 533/2456 [=====>........................] - ETA: 31:55 - loss: 862.3404 - 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logits_profile_predictions_loss: 811.1304 - logcount_predictions_loss: 1.6782 1431/2456 [================>.............] - ETA: 17:01 - loss: 850.2167 - logits_profile_predictions_loss: 811.1220 - logcount_predictions_loss: 1.6779 1432/2456 [================>.............] - ETA: 17:00 - loss: 850.2008 - logits_profile_predictions_loss: 811.1137 - logcount_predictions_loss: 1.6775 1433/2456 [================>.............] - ETA: 16:59 - loss: 850.1848 - logits_profile_predictions_loss: 811.1054 - logcount_predictions_loss: 1.6772 1434/2456 [================>.............] - ETA: 16:58 - loss: 850.1689 - logits_profile_predictions_loss: 811.0971 - logcount_predictions_loss: 1.6769 1435/2456 [================>.............] - ETA: 16:57 - loss: 850.1530 - logits_profile_predictions_loss: 811.0888 - logcount_predictions_loss: 1.6766 1436/2456 [================>.............] - ETA: 16:56 - loss: 850.1371 - logits_profile_predictions_loss: 811.0804 - logcount_predictions_loss: 1.6762 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[============================>.] - ETA: 1:09 - loss: 837.0556 - logits_profile_predictions_loss: 804.2877 - logcount_predictions_loss: 1.4063 2387/2456 [============================>.] - ETA: 1:08 - loss: 837.0442 - logits_profile_predictions_loss: 804.2817 - logcount_predictions_loss: 1.4061 2388/2456 [============================>.] - ETA: 1:07 - loss: 837.0328 - logits_profile_predictions_loss: 804.2758 - logcount_predictions_loss: 1.4059 2389/2456 [============================>.] - ETA: 1:06 - loss: 837.0214 - logits_profile_predictions_loss: 804.2698 - logcount_predictions_loss: 1.4056 2390/2456 [============================>.] - ETA: 1:05 - loss: 837.0100 - logits_profile_predictions_loss: 804.2639 - logcount_predictions_loss: 1.4054 2391/2456 [============================>.] - ETA: 1:04 - loss: 836.9987 - logits_profile_predictions_loss: 804.2580 - logcount_predictions_loss: 1.4052 2392/2456 [============================>.] - ETA: 1:03 - loss: 836.9873 - 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[============================>.] - ETA: 56s - loss: 836.9078 - logits_profile_predictions_loss: 804.2106 - logcount_predictions_loss: 1.4033 2400/2456 [============================>.] - ETA: 55s - loss: 836.8965 - logits_profile_predictions_loss: 804.2047 - logcount_predictions_loss: 1.4031 2401/2456 [============================>.] - ETA: 54s - loss: 836.8851 - logits_profile_predictions_loss: 804.1987 - logcount_predictions_loss: 1.4028 2402/2456 [============================>.] - ETA: 53s - loss: 836.8738 - logits_profile_predictions_loss: 804.1928 - logcount_predictions_loss: 1.4026 2403/2456 [============================>.] - ETA: 52s - loss: 836.8624 - logits_profile_predictions_loss: 804.1869 - logcount_predictions_loss: 1.4024 2404/2456 [============================>.] - ETA: 51s - loss: 836.8511 - logits_profile_predictions_loss: 804.1809 - logcount_predictions_loss: 1.4021 2405/2456 [============================>.] - ETA: 50s - loss: 836.8398 - 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[============================>.] - ETA: 43s - loss: 836.7604 - logits_profile_predictions_loss: 804.1334 - logcount_predictions_loss: 1.4003 2413/2456 [============================>.] - ETA: 42s - loss: 836.7491 - logits_profile_predictions_loss: 804.1275 - logcount_predictions_loss: 1.4000 2414/2456 [============================>.] - ETA: 41s - loss: 836.7377 - logits_profile_predictions_loss: 804.1215 - logcount_predictions_loss: 1.3998 2415/2456 [============================>.] - ETA: 40s - loss: 836.7265 - logits_profile_predictions_loss: 804.1156 - logcount_predictions_loss: 1.3996 2416/2456 [============================>.] - ETA: 39s - loss: 836.7152 - logits_profile_predictions_loss: 804.1097 - logcount_predictions_loss: 1.3993 2417/2456 [============================>.] - ETA: 38s - loss: 836.7039 - logits_profile_predictions_loss: 804.1039 - logcount_predictions_loss: 1.3991 2418/2456 [============================>.] - ETA: 37s - loss: 836.6927 - 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[============================>.] - ETA: 30s - loss: 836.6139 - logits_profile_predictions_loss: 804.0568 - logcount_predictions_loss: 1.3973 2426/2456 [============================>.] - ETA: 29s - loss: 836.6026 - logits_profile_predictions_loss: 804.0509 - logcount_predictions_loss: 1.3970 2427/2456 [============================>.] - ETA: 28s - loss: 836.5914 - logits_profile_predictions_loss: 804.0450 - logcount_predictions_loss: 1.3968 2428/2456 [============================>.] - ETA: 27s - loss: 836.5801 - logits_profile_predictions_loss: 804.0391 - logcount_predictions_loss: 1.3966 2429/2456 [============================>.] - ETA: 26s - loss: 836.5689 - logits_profile_predictions_loss: 804.0332 - logcount_predictions_loss: 1.3964 2430/2456 [============================>.] - ETA: 25s - loss: 836.5576 - logits_profile_predictions_loss: 804.0273 - logcount_predictions_loss: 1.3961 2431/2456 [============================>.] - ETA: 24s - loss: 836.5464 - 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[============================>.] - ETA: 17s - loss: 836.4679 - logits_profile_predictions_loss: 803.9803 - logcount_predictions_loss: 1.3943 2439/2456 [============================>.] - ETA: 16s - loss: 836.4567 - logits_profile_predictions_loss: 803.9745 - logcount_predictions_loss: 1.3941 2440/2456 [============================>.] - ETA: 15s - loss: 836.4456 - logits_profile_predictions_loss: 803.9686 - logcount_predictions_loss: 1.3938 2441/2456 [============================>.] - ETA: 14s - loss: 836.4344 - logits_profile_predictions_loss: 803.9628 - logcount_predictions_loss: 1.3936 2442/2456 [============================>.] - ETA: 13s - loss: 836.4232 - logits_profile_predictions_loss: 803.9569 - logcount_predictions_loss: 1.3934 2443/2456 [============================>.] - ETA: 12s - loss: 836.4121 - logits_profile_predictions_loss: 803.9511 - logcount_predictions_loss: 1.3931 2444/2456 [============================>.] - ETA: 11s - loss: 836.4009 - 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[============================>.] - ETA: 4s - loss: 836.3225 - logits_profile_predictions_loss: 803.9040 - logcount_predictions_loss: 1.3913 2452/2456 [============================>.] - ETA: 3s - loss: 836.3113 - logits_profile_predictions_loss: 803.8981 - logcount_predictions_loss: 1.3911 2453/2456 [============================>.] - ETA: 2s - loss: 836.3000 - logits_profile_predictions_loss: 803.8922 - logcount_predictions_loss: 1.3909 2454/2456 [============================>.] - ETA: 1s - loss: 836.2888 - logits_profile_predictions_loss: 803.8862 - logcount_predictions_loss: 1.3906 2455/2456 [============================>.] - ETA: 0s - loss: 836.2776 - logits_profile_predictions_loss: 803.8803 - logcount_predictions_loss: 1.3904 2456/2456 [==============================] - ETA: 0s - loss: 836.2663 - logits_profile_predictions_loss: 803.8744 - logcount_predictions_loss: 1.3902 2456/2456 [==============================] - 2560s 1s/step - loss: 836.2551 - logits_profile_predictions_loss: 803.8685 - logcount_predictions_loss: 1.3900 - val_loss: 760.4446 - val_logits_profile_predictions_loss: 754.8752 - val_logcount_predictions_loss: 0.2390 Epoch 00001: val_loss improved from inf to 760.44464, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4/chrombpnet.h5 Epoch 2/50 1/2456 [..............................] - ETA: 41:57 - loss: 746.1638 - logits_profile_predictions_loss: 739.1389 - logcount_predictions_loss: 0.3015 2/2456 [..............................] - ETA: 40:43 - loss: 774.8449 - logits_profile_predictions_loss: 767.8778 - logcount_predictions_loss: 0.2990 3/2456 [..............................] - ETA: 40:43 - loss: 774.8702 - logits_profile_predictions_loss: 768.2748 - logcount_predictions_loss: 0.2831 4/2456 [..............................] - ETA: 40:43 - loss: 770.0504 - logits_profile_predictions_loss: 763.6972 - logcount_predictions_loss: 0.2727 5/2456 [..............................] - ETA: 40:42 - loss: 768.5757 - logits_profile_predictions_loss: 762.2875 - logcount_predictions_loss: 0.2699 6/2456 [..............................] - ETA: 40:40 - loss: 769.1451 - logits_profile_predictions_loss: 762.9018 - logcount_predictions_loss: 0.2680 7/2456 [..............................] - ETA: 40:39 - loss: 770.1044 - logits_profile_predictions_loss: 763.8917 - logcount_predictions_loss: 0.2666 8/2456 [..............................] - ETA: 40:38 - loss: 770.2986 - logits_profile_predictions_loss: 764.1198 - logcount_predictions_loss: 0.2652 9/2456 [..............................] - ETA: 40:38 - loss: 770.1315 - logits_profile_predictions_loss: 763.9811 - logcount_predictions_loss: 0.2640 10/2456 [..............................] - ETA: 40:37 - loss: 769.8030 - logits_profile_predictions_loss: 763.6936 - logcount_predictions_loss: 0.2622 11/2456 [..............................] - ETA: 40:36 - loss: 768.8251 - logits_profile_predictions_loss: 762.6930 - 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[===>..........................] - ETA: 34:10 - loss: 773.6816 - logits_profile_predictions_loss: 767.1190 - logcount_predictions_loss: 0.2817 403/2456 [===>..........................] - ETA: 34:09 - loss: 773.6876 - logits_profile_predictions_loss: 767.1250 - logcount_predictions_loss: 0.2817 404/2456 [===>..........................] - ETA: 34:08 - loss: 773.6933 - logits_profile_predictions_loss: 767.1304 - logcount_predictions_loss: 0.2817 405/2456 [===>..........................] - ETA: 34:07 - loss: 773.6990 - logits_profile_predictions_loss: 767.1360 - logcount_predictions_loss: 0.2817 406/2456 [===>..........................] - ETA: 34:06 - loss: 773.7052 - logits_profile_predictions_loss: 767.1421 - logcount_predictions_loss: 0.2817 407/2456 [===>..........................] - ETA: 34:05 - loss: 773.7115 - logits_profile_predictions_loss: 767.1482 - logcount_predictions_loss: 0.2817 408/2456 [===>..........................] - ETA: 34:04 - loss: 773.7177 - 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[====>.........................] - ETA: 32:53 - loss: 774.2283 - logits_profile_predictions_loss: 767.6522 - logcount_predictions_loss: 0.2822 481/2456 [====>.........................] - ETA: 32:52 - loss: 774.2346 - logits_profile_predictions_loss: 767.6584 - logcount_predictions_loss: 0.2822 482/2456 [====>.........................] - ETA: 32:51 - loss: 774.2412 - logits_profile_predictions_loss: 767.6649 - logcount_predictions_loss: 0.2822 483/2456 [====>.........................] - ETA: 32:50 - loss: 774.2479 - logits_profile_predictions_loss: 767.6714 - logcount_predictions_loss: 0.2823 484/2456 [====>.........................] - ETA: 32:49 - loss: 774.2549 - logits_profile_predictions_loss: 767.6783 - logcount_predictions_loss: 0.2823 485/2456 [====>.........................] - ETA: 32:48 - loss: 774.2624 - logits_profile_predictions_loss: 767.6857 - logcount_predictions_loss: 0.2823 486/2456 [====>.........................] - ETA: 32:47 - loss: 774.2701 - 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[=====>........................] - ETA: 32:40 - loss: 774.3233 - logits_profile_predictions_loss: 767.7453 - logcount_predictions_loss: 0.2823 494/2456 [=====>........................] - ETA: 32:39 - loss: 774.3304 - logits_profile_predictions_loss: 767.7524 - logcount_predictions_loss: 0.2823 495/2456 [=====>........................] - ETA: 32:38 - loss: 774.3374 - logits_profile_predictions_loss: 767.7592 - logcount_predictions_loss: 0.2823 496/2456 [=====>........................] - ETA: 32:37 - loss: 774.3444 - logits_profile_predictions_loss: 767.7661 - logcount_predictions_loss: 0.2823 497/2456 [=====>........................] - ETA: 32:36 - loss: 774.3513 - logits_profile_predictions_loss: 767.7728 - logcount_predictions_loss: 0.2823 498/2456 [=====>........................] - ETA: 32:35 - loss: 774.3584 - logits_profile_predictions_loss: 767.7798 - logcount_predictions_loss: 0.2823 499/2456 [=====>........................] - ETA: 32:34 - loss: 774.3654 - 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[=====>........................] - ETA: 32:27 - loss: 774.4102 - logits_profile_predictions_loss: 767.8308 - logcount_predictions_loss: 0.2824 507/2456 [=====>........................] - ETA: 32:26 - loss: 774.4164 - logits_profile_predictions_loss: 767.8369 - logcount_predictions_loss: 0.2824 508/2456 [=====>........................] - ETA: 32:25 - loss: 774.4224 - logits_profile_predictions_loss: 767.8428 - logcount_predictions_loss: 0.2824 509/2456 [=====>........................] - ETA: 32:24 - loss: 774.4283 - logits_profile_predictions_loss: 767.8486 - logcount_predictions_loss: 0.2824 510/2456 [=====>........................] - ETA: 32:23 - loss: 774.4340 - logits_profile_predictions_loss: 767.8542 - logcount_predictions_loss: 0.2824 511/2456 [=====>........................] - ETA: 32:22 - loss: 774.4398 - logits_profile_predictions_loss: 767.8600 - logcount_predictions_loss: 0.2824 512/2456 [=====>........................] - ETA: 32:21 - loss: 774.4458 - 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[=====>........................] - ETA: 32:14 - loss: 774.4786 - logits_profile_predictions_loss: 767.8983 - logcount_predictions_loss: 0.2824 520/2456 [=====>........................] - ETA: 32:13 - loss: 774.4821 - logits_profile_predictions_loss: 767.9017 - logcount_predictions_loss: 0.2824 521/2456 [=====>........................] - ETA: 32:12 - loss: 774.4860 - logits_profile_predictions_loss: 767.9056 - logcount_predictions_loss: 0.2824 522/2456 [=====>........................] - ETA: 32:11 - loss: 774.4899 - logits_profile_predictions_loss: 767.9094 - logcount_predictions_loss: 0.2824 523/2456 [=====>........................] - ETA: 32:10 - loss: 774.4934 - logits_profile_predictions_loss: 767.9129 - logcount_predictions_loss: 0.2824 524/2456 [=====>........................] - ETA: 32:09 - loss: 774.4972 - logits_profile_predictions_loss: 767.9166 - logcount_predictions_loss: 0.2824 525/2456 [=====>........................] - ETA: 32:08 - loss: 774.5005 - 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[=====>........................] - ETA: 32:01 - loss: 774.5248 - logits_profile_predictions_loss: 767.9440 - logcount_predictions_loss: 0.2824 533/2456 [=====>........................] - ETA: 32:00 - loss: 774.5276 - logits_profile_predictions_loss: 767.9468 - logcount_predictions_loss: 0.2824 534/2456 [=====>........................] - ETA: 31:59 - loss: 774.5305 - logits_profile_predictions_loss: 767.9496 - logcount_predictions_loss: 0.2824 535/2456 [=====>........................] - ETA: 31:58 - loss: 774.5336 - logits_profile_predictions_loss: 767.9527 - logcount_predictions_loss: 0.2824 536/2456 [=====>........................] - ETA: 31:57 - loss: 774.5368 - logits_profile_predictions_loss: 767.9558 - logcount_predictions_loss: 0.2824 537/2456 [=====>........................] - ETA: 31:56 - loss: 774.5397 - logits_profile_predictions_loss: 767.9588 - logcount_predictions_loss: 0.2824 538/2456 [=====>........................] - ETA: 31:55 - loss: 774.5426 - 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logits_profile_predictions_loss: 767.9989 - logcount_predictions_loss: 0.2825 552/2456 [=====>........................] - ETA: 31:41 - loss: 774.5834 - logits_profile_predictions_loss: 768.0022 - logcount_predictions_loss: 0.2825 553/2456 [=====>........................] - ETA: 31:40 - loss: 774.5867 - logits_profile_predictions_loss: 768.0055 - logcount_predictions_loss: 0.2825 554/2456 [=====>........................] - ETA: 31:39 - loss: 774.5901 - logits_profile_predictions_loss: 768.0088 - logcount_predictions_loss: 0.2825 555/2456 [=====>........................] - ETA: 31:38 - loss: 774.5935 - logits_profile_predictions_loss: 768.0122 - logcount_predictions_loss: 0.2825 556/2456 [=====>........................] - ETA: 31:37 - loss: 774.5969 - logits_profile_predictions_loss: 768.0156 - logcount_predictions_loss: 0.2825 557/2456 [=====>........................] - ETA: 31:36 - loss: 774.6003 - logits_profile_predictions_loss: 768.0190 - logcount_predictions_loss: 0.2825 558/2456 [=====>........................] - ETA: 31:35 - loss: 774.6034 - logits_profile_predictions_loss: 768.0221 - logcount_predictions_loss: 0.2825 559/2456 [=====>........................] - ETA: 31:34 - loss: 774.6065 - logits_profile_predictions_loss: 768.0251 - logcount_predictions_loss: 0.2825 560/2456 [=====>........................] - ETA: 31:33 - loss: 774.6096 - logits_profile_predictions_loss: 768.0282 - logcount_predictions_loss: 0.2825 561/2456 [=====>........................] - ETA: 31:32 - loss: 774.6126 - logits_profile_predictions_loss: 768.0311 - logcount_predictions_loss: 0.2825 562/2456 [=====>........................] - ETA: 31:31 - loss: 774.6156 - logits_profile_predictions_loss: 768.0341 - logcount_predictions_loss: 0.2825 563/2456 [=====>........................] - ETA: 31:30 - loss: 774.6190 - logits_profile_predictions_loss: 768.0375 - logcount_predictions_loss: 0.2825 564/2456 [=====>........................] - ETA: 31:29 - loss: 774.6227 - 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769.8702 - logcount_predictions_loss: 0.2798 2450/2456 [============================>.] - ETA: 5s - loss: 776.3890 - logits_profile_predictions_loss: 769.8702 - logcount_predictions_loss: 0.2798 2451/2456 [============================>.] - ETA: 4s - loss: 776.3890 - logits_profile_predictions_loss: 769.8702 - logcount_predictions_loss: 0.2798 2452/2456 [============================>.] - ETA: 3s - loss: 776.3889 - logits_profile_predictions_loss: 769.8702 - logcount_predictions_loss: 0.2798 2453/2456 [============================>.] - ETA: 2s - loss: 776.3889 - logits_profile_predictions_loss: 769.8702 - logcount_predictions_loss: 0.2798 2454/2456 [============================>.] - ETA: 1s - loss: 776.3888 - logits_profile_predictions_loss: 769.8702 - logcount_predictions_loss: 0.2798 2455/2456 [============================>.] - ETA: 0s - loss: 776.3888 - logits_profile_predictions_loss: 769.8702 - logcount_predictions_loss: 0.2798 2456/2456 [==============================] - ETA: 0s - loss: 776.3887 - logits_profile_predictions_loss: 769.8701 - logcount_predictions_loss: 0.2798 2456/2456 [==============================] - 2557s 1s/step - loss: 776.3887 - logits_profile_predictions_loss: 769.8701 - logcount_predictions_loss: 0.2798 - val_loss: 753.5508 - val_logits_profile_predictions_loss: 746.7714 - val_logcount_predictions_loss: 0.2910 Epoch 00002: val_loss improved from 760.44464 to 753.55078, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4/chrombpnet.h5 Epoch 3/50 1/2456 [..............................] - ETA: 42:02 - loss: 712.9515 - logits_profile_predictions_loss: 702.1064 - logcount_predictions_loss: 0.4655 2/2456 [..............................] - ETA: 40:56 - loss: 729.3167 - logits_profile_predictions_loss: 719.0452 - logcount_predictions_loss: 0.4408 3/2456 [..............................] - ETA: 40:54 - loss: 728.3661 - logits_profile_predictions_loss: 718.7729 - logcount_predictions_loss: 0.4117 4/2456 [..............................] - ETA: 40:52 - loss: 732.8619 - logits_profile_predictions_loss: 723.8448 - logcount_predictions_loss: 0.3870 5/2456 [..............................] - ETA: 40:51 - loss: 740.7672 - logits_profile_predictions_loss: 732.1142 - logcount_predictions_loss: 0.3714 6/2456 [..............................] - ETA: 40:50 - loss: 745.3332 - logits_profile_predictions_loss: 736.9850 - logcount_predictions_loss: 0.3583 7/2456 [..............................] - ETA: 40:48 - loss: 746.6299 - logits_profile_predictions_loss: 738.5230 - logcount_predictions_loss: 0.3479 8/2456 [..............................] - ETA: 40:47 - loss: 748.0412 - logits_profile_predictions_loss: 740.1460 - logcount_predictions_loss: 0.3389 9/2456 [..............................] - ETA: 40:46 - loss: 747.7332 - logits_profile_predictions_loss: 739.9936 - logcount_predictions_loss: 0.3322 10/2456 [..............................] - ETA: 40:45 - loss: 747.9654 - logits_profile_predictions_loss: 740.2617 - logcount_predictions_loss: 0.3306 11/2456 [..............................] - ETA: 40:43 - loss: 748.7465 - logits_profile_predictions_loss: 741.0770 - logcount_predictions_loss: 0.3292 12/2456 [..............................] - ETA: 40:43 - loss: 748.7782 - logits_profile_predictions_loss: 741.1506 - logcount_predictions_loss: 0.3274 13/2456 [..............................] - ETA: 40:42 - loss: 749.2933 - logits_profile_predictions_loss: 741.7226 - logcount_predictions_loss: 0.3249 14/2456 [..............................] - ETA: 40:41 - loss: 750.3609 - logits_profile_predictions_loss: 742.8475 - logcount_predictions_loss: 0.3225 15/2456 [..............................] - ETA: 40:40 - loss: 751.5851 - logits_profile_predictions_loss: 744.1235 - logcount_predictions_loss: 0.3202 16/2456 [..............................] - ETA: 40:39 - loss: 752.9949 - logits_profile_predictions_loss: 745.5765 - logcount_predictions_loss: 0.3184 17/2456 [..............................] - ETA: 40:38 - loss: 754.6004 - logits_profile_predictions_loss: 747.2275 - logcount_predictions_loss: 0.3164 18/2456 [..............................] - ETA: 40:37 - loss: 756.1535 - logits_profile_predictions_loss: 748.8243 - logcount_predictions_loss: 0.3146 19/2456 [..............................] - ETA: 40:35 - loss: 757.4563 - logits_profile_predictions_loss: 750.1714 - logcount_predictions_loss: 0.3127 20/2456 [..............................] - ETA: 40:34 - loss: 758.6857 - logits_profile_predictions_loss: 751.4375 - logcount_predictions_loss: 0.3111 21/2456 [..............................] - ETA: 40:33 - loss: 760.1078 - logits_profile_predictions_loss: 752.8882 - logcount_predictions_loss: 0.3099 22/2456 [..............................] - ETA: 40:32 - loss: 761.1625 - logits_profile_predictions_loss: 753.9681 - logcount_predictions_loss: 0.3088 23/2456 [..............................] - ETA: 40:31 - loss: 762.2338 - logits_profile_predictions_loss: 755.0555 - logcount_predictions_loss: 0.3081 24/2456 [..............................] - ETA: 40:30 - loss: 763.2103 - logits_profile_predictions_loss: 756.0388 - logcount_predictions_loss: 0.3078 25/2456 [..............................] - ETA: 40:29 - loss: 763.9168 - logits_profile_predictions_loss: 756.7508 - logcount_predictions_loss: 0.3076 26/2456 [..............................] - ETA: 40:28 - loss: 764.4727 - logits_profile_predictions_loss: 757.3104 - logcount_predictions_loss: 0.3074 27/2456 [..............................] - ETA: 40:27 - loss: 764.9593 - logits_profile_predictions_loss: 757.8028 - logcount_predictions_loss: 0.3071 28/2456 [..............................] - ETA: 40:26 - loss: 765.4675 - logits_profile_predictions_loss: 758.3189 - logcount_predictions_loss: 0.3068 29/2456 [..............................] - ETA: 40:25 - loss: 765.9367 - logits_profile_predictions_loss: 758.7972 - logcount_predictions_loss: 0.3064 30/2456 [..............................] - ETA: 40:24 - loss: 766.3644 - logits_profile_predictions_loss: 759.2340 - logcount_predictions_loss: 0.3060 31/2456 [..............................] - ETA: 40:23 - loss: 766.6486 - logits_profile_predictions_loss: 759.5282 - logcount_predictions_loss: 0.3056 32/2456 [..............................] - ETA: 40:22 - loss: 766.8550 - logits_profile_predictions_loss: 759.7436 - logcount_predictions_loss: 0.3052 33/2456 [..............................] - ETA: 40:21 - loss: 767.0591 - logits_profile_predictions_loss: 759.9586 - logcount_predictions_loss: 0.3047 34/2456 [..............................] - ETA: 40:20 - loss: 767.1790 - logits_profile_predictions_loss: 760.0862 - logcount_predictions_loss: 0.3044 35/2456 [..............................] - ETA: 40:19 - loss: 767.3501 - logits_profile_predictions_loss: 760.2644 - logcount_predictions_loss: 0.3041 36/2456 [..............................] - ETA: 40:17 - loss: 767.5238 - logits_profile_predictions_loss: 760.4465 - logcount_predictions_loss: 0.3037 37/2456 [..............................] - ETA: 40:16 - loss: 767.7191 - logits_profile_predictions_loss: 760.6510 - logcount_predictions_loss: 0.3034 38/2456 [..............................] - ETA: 40:15 - loss: 767.8785 - logits_profile_predictions_loss: 760.8211 - logcount_predictions_loss: 0.3029 39/2456 [..............................] - ETA: 40:14 - loss: 768.0093 - logits_profile_predictions_loss: 760.9627 - logcount_predictions_loss: 0.3024 40/2456 [..............................] - ETA: 40:13 - loss: 768.1157 - logits_profile_predictions_loss: 761.0799 - logcount_predictions_loss: 0.3020 41/2456 [..............................] - ETA: 40:12 - loss: 768.1773 - logits_profile_predictions_loss: 761.1523 - logcount_predictions_loss: 0.3015 42/2456 [..............................] - ETA: 40:11 - loss: 768.2452 - logits_profile_predictions_loss: 761.2300 - logcount_predictions_loss: 0.3011 43/2456 [..............................] - ETA: 40:10 - loss: 768.3140 - logits_profile_predictions_loss: 761.3097 - logcount_predictions_loss: 0.3006 44/2456 [..............................] - ETA: 40:10 - loss: 768.4058 - logits_profile_predictions_loss: 761.4132 - logcount_predictions_loss: 0.3001 45/2456 [..............................] - ETA: 40:09 - loss: 768.4648 - logits_profile_predictions_loss: 761.4838 - logcount_predictions_loss: 0.2996 46/2456 [..............................] - ETA: 40:08 - loss: 768.5491 - logits_profile_predictions_loss: 761.5796 - logcount_predictions_loss: 0.2991 47/2456 [..............................] - ETA: 40:07 - loss: 768.6222 - logits_profile_predictions_loss: 761.6632 - logcount_predictions_loss: 0.2987 48/2456 [..............................] - ETA: 40:06 - loss: 768.6608 - logits_profile_predictions_loss: 761.7130 - logcount_predictions_loss: 0.2982 49/2456 [..............................] - ETA: 40:05 - loss: 768.6628 - logits_profile_predictions_loss: 761.7252 - logcount_predictions_loss: 0.2977 50/2456 [..............................] - ETA: 40:04 - loss: 768.6965 - logits_profile_predictions_loss: 761.7699 - logcount_predictions_loss: 0.2973 51/2456 [..............................] - ETA: 40:03 - loss: 768.7363 - logits_profile_predictions_loss: 761.8205 - logcount_predictions_loss: 0.2968 52/2456 [..............................] - ETA: 40:02 - loss: 768.8042 - logits_profile_predictions_loss: 761.8996 - logcount_predictions_loss: 0.2963 53/2456 [..............................] - ETA: 40:01 - loss: 768.8813 - logits_profile_predictions_loss: 761.9877 - logcount_predictions_loss: 0.2959 54/2456 [..............................] - ETA: 40:00 - loss: 768.9517 - logits_profile_predictions_loss: 762.0679 - logcount_predictions_loss: 0.2954 55/2456 [..............................] - ETA: 39:59 - loss: 769.0587 - logits_profile_predictions_loss: 762.1851 - logcount_predictions_loss: 0.2950 56/2456 [..............................] - ETA: 39:58 - loss: 769.1203 - logits_profile_predictions_loss: 762.2559 - logcount_predictions_loss: 0.2946 57/2456 [..............................] - ETA: 39:57 - loss: 769.2090 - logits_profile_predictions_loss: 762.3545 - logcount_predictions_loss: 0.2942 58/2456 [..............................] - ETA: 39:56 - loss: 769.2565 - logits_profile_predictions_loss: 762.4116 - logcount_predictions_loss: 0.2938 59/2456 [..............................] - ETA: 39:55 - loss: 769.3179 - logits_profile_predictions_loss: 762.4815 - logcount_predictions_loss: 0.2934 60/2456 [..............................] - ETA: 39:53 - loss: 769.3810 - logits_profile_predictions_loss: 762.5529 - logcount_predictions_loss: 0.2931 61/2456 [..............................] - ETA: 39:53 - loss: 769.4522 - logits_profile_predictions_loss: 762.6321 - logcount_predictions_loss: 0.2927 62/2456 [..............................] - ETA: 39:51 - loss: 769.5160 - logits_profile_predictions_loss: 762.7039 - logcount_predictions_loss: 0.2924 63/2456 [..............................] - ETA: 39:50 - loss: 769.5958 - logits_profile_predictions_loss: 762.7907 - logcount_predictions_loss: 0.2921 64/2456 [..............................] - ETA: 39:49 - loss: 769.6615 - logits_profile_predictions_loss: 762.8635 - logcount_predictions_loss: 0.2918 65/2456 [..............................] - ETA: 39:48 - loss: 769.7212 - logits_profile_predictions_loss: 762.9297 - logcount_predictions_loss: 0.2915 66/2456 [..............................] - ETA: 39:47 - loss: 769.7640 - logits_profile_predictions_loss: 762.9786 - logcount_predictions_loss: 0.2912 67/2456 [..............................] - ETA: 39:46 - loss: 769.8205 - logits_profile_predictions_loss: 763.0410 - logcount_predictions_loss: 0.2910 68/2456 [..............................] - ETA: 39:45 - loss: 769.8802 - logits_profile_predictions_loss: 763.1064 - logcount_predictions_loss: 0.2907 69/2456 [..............................] - ETA: 39:44 - loss: 769.9186 - logits_profile_predictions_loss: 763.1508 - logcount_predictions_loss: 0.2905 70/2456 [..............................] - ETA: 39:43 - loss: 769.9556 - logits_profile_predictions_loss: 763.1937 - logcount_predictions_loss: 0.2902 71/2456 [..............................] - ETA: 39:42 - loss: 769.9938 - logits_profile_predictions_loss: 763.2378 - logcount_predictions_loss: 0.2900 72/2456 [..............................] - ETA: 39:41 - loss: 770.0134 - logits_profile_predictions_loss: 763.2629 - logcount_predictions_loss: 0.2897 73/2456 [..............................] - ETA: 39:40 - loss: 770.0190 - logits_profile_predictions_loss: 763.2741 - logcount_predictions_loss: 0.2895 74/2456 [..............................] - ETA: 39:40 - loss: 770.0213 - logits_profile_predictions_loss: 763.2822 - logcount_predictions_loss: 0.2892 75/2456 [..............................] - ETA: 39:39 - loss: 770.0464 - logits_profile_predictions_loss: 763.3130 - logcount_predictions_loss: 0.2890 76/2456 [..............................] - ETA: 39:38 - loss: 770.0583 - logits_profile_predictions_loss: 763.3308 - logcount_predictions_loss: 0.2887 77/2456 [..............................] - ETA: 39:37 - loss: 770.0520 - logits_profile_predictions_loss: 763.3298 - logcount_predictions_loss: 0.2885 78/2456 [..............................] - ETA: 39:36 - loss: 770.0559 - logits_profile_predictions_loss: 763.3391 - logcount_predictions_loss: 0.2883 79/2456 [..............................] - ETA: 39:35 - loss: 770.0717 - logits_profile_predictions_loss: 763.3604 - logcount_predictions_loss: 0.2880 80/2456 [..............................] - ETA: 39:34 - loss: 770.0726 - logits_profile_predictions_loss: 763.3670 - logcount_predictions_loss: 0.2878 81/2456 [..............................] - ETA: 39:33 - loss: 770.0857 - logits_profile_predictions_loss: 763.3858 - logcount_predictions_loss: 0.2875 82/2456 [>.............................] - ETA: 39:32 - loss: 770.0988 - logits_profile_predictions_loss: 763.4042 - logcount_predictions_loss: 0.2873 83/2456 [>.............................] - ETA: 39:30 - loss: 770.1322 - logits_profile_predictions_loss: 763.4432 - logcount_predictions_loss: 0.2871 84/2456 [>.............................] - ETA: 39:29 - loss: 770.1716 - logits_profile_predictions_loss: 763.4881 - logcount_predictions_loss: 0.2868 85/2456 [>.............................] - ETA: 39:28 - loss: 770.1939 - logits_profile_predictions_loss: 763.5151 - logcount_predictions_loss: 0.2866 86/2456 [>.............................] - ETA: 39:27 - loss: 770.2067 - logits_profile_predictions_loss: 763.5328 - logcount_predictions_loss: 0.2864 87/2456 [>.............................] - ETA: 39:26 - loss: 770.2262 - logits_profile_predictions_loss: 763.5575 - logcount_predictions_loss: 0.2862 88/2456 [>.............................] - ETA: 39:25 - loss: 770.2472 - logits_profile_predictions_loss: 763.5836 - logcount_predictions_loss: 0.2860 89/2456 [>.............................] - ETA: 39:24 - loss: 770.2722 - logits_profile_predictions_loss: 763.6138 - logcount_predictions_loss: 0.2858 90/2456 [>.............................] - ETA: 39:23 - loss: 770.2867 - logits_profile_predictions_loss: 763.6333 - logcount_predictions_loss: 0.2855 91/2456 [>.............................] - ETA: 39:23 - loss: 770.3009 - logits_profile_predictions_loss: 763.6527 - logcount_predictions_loss: 0.2853 92/2456 [>.............................] - ETA: 39:22 - loss: 770.3191 - logits_profile_predictions_loss: 763.6761 - logcount_predictions_loss: 0.2851 93/2456 [>.............................] - ETA: 39:21 - loss: 770.3331 - logits_profile_predictions_loss: 763.6956 - logcount_predictions_loss: 0.2849 94/2456 [>.............................] - ETA: 39:19 - loss: 770.3494 - logits_profile_predictions_loss: 763.7169 - logcount_predictions_loss: 0.2847 95/2456 [>.............................] - ETA: 39:18 - loss: 770.3679 - logits_profile_predictions_loss: 763.7405 - logcount_predictions_loss: 0.2844 96/2456 [>.............................] - ETA: 39:17 - loss: 770.3892 - logits_profile_predictions_loss: 763.7668 - logcount_predictions_loss: 0.2842 97/2456 [>.............................] - ETA: 39:16 - loss: 770.4083 - logits_profile_predictions_loss: 763.7908 - logcount_predictions_loss: 0.2840 98/2456 [>.............................] - ETA: 39:15 - loss: 770.4403 - logits_profile_predictions_loss: 763.8278 - logcount_predictions_loss: 0.2838 99/2456 [>.............................] - ETA: 39:14 - loss: 770.4770 - logits_profile_predictions_loss: 763.8678 - logcount_predictions_loss: 0.2837 100/2456 [>.............................] - ETA: 39:13 - loss: 770.5151 - logits_profile_predictions_loss: 763.9092 - logcount_predictions_loss: 0.2835 101/2456 [>.............................] - ETA: 39:13 - loss: 770.5554 - logits_profile_predictions_loss: 763.9526 - logcount_predictions_loss: 0.2834 102/2456 [>.............................] - ETA: 39:12 - loss: 770.5967 - logits_profile_predictions_loss: 763.9969 - logcount_predictions_loss: 0.2832 103/2456 [>.............................] - ETA: 39:11 - loss: 770.6343 - logits_profile_predictions_loss: 764.0379 - logcount_predictions_loss: 0.2831 104/2456 [>.............................] - ETA: 39:10 - loss: 770.6708 - logits_profile_predictions_loss: 764.0779 - logcount_predictions_loss: 0.2830 105/2456 [>.............................] - ETA: 39:09 - loss: 770.7118 - logits_profile_predictions_loss: 764.1223 - logcount_predictions_loss: 0.2828 106/2456 [>.............................] - ETA: 39:08 - loss: 770.7499 - logits_profile_predictions_loss: 764.1636 - logcount_predictions_loss: 0.2827 107/2456 [>.............................] - ETA: 39:07 - loss: 770.7812 - logits_profile_predictions_loss: 764.1980 - logcount_predictions_loss: 0.2825 108/2456 [>.............................] - ETA: 39:06 - loss: 770.8099 - logits_profile_predictions_loss: 764.2298 - logcount_predictions_loss: 0.2824 109/2456 [>.............................] - ETA: 39:05 - loss: 770.8309 - logits_profile_predictions_loss: 764.2541 - logcount_predictions_loss: 0.2823 110/2456 [>.............................] - ETA: 39:04 - loss: 770.8481 - logits_profile_predictions_loss: 764.2744 - logcount_predictions_loss: 0.2821 111/2456 [>.............................] - ETA: 39:03 - loss: 770.8635 - logits_profile_predictions_loss: 764.2928 - logcount_predictions_loss: 0.2820 112/2456 [>.............................] - ETA: 39:02 - loss: 770.8724 - logits_profile_predictions_loss: 764.3047 - logcount_predictions_loss: 0.2819 113/2456 [>.............................] - ETA: 39:01 - loss: 770.8756 - logits_profile_predictions_loss: 764.3108 - logcount_predictions_loss: 0.2817 114/2456 [>.............................] - ETA: 39:00 - loss: 770.8843 - 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[>.............................] - ETA: 38:53 - loss: 770.9756 - logits_profile_predictions_loss: 764.4345 - logcount_predictions_loss: 0.2807 122/2456 [>.............................] - ETA: 38:52 - loss: 770.9905 - logits_profile_predictions_loss: 764.4527 - logcount_predictions_loss: 0.2806 123/2456 [>.............................] - ETA: 38:51 - loss: 771.0055 - logits_profile_predictions_loss: 764.4707 - logcount_predictions_loss: 0.2805 124/2456 [>.............................] - ETA: 38:50 - loss: 771.0228 - logits_profile_predictions_loss: 764.4911 - logcount_predictions_loss: 0.2803 125/2456 [>.............................] - ETA: 38:49 - loss: 771.0432 - logits_profile_predictions_loss: 764.5147 - logcount_predictions_loss: 0.2802 126/2456 [>.............................] - ETA: 38:48 - loss: 771.0587 - logits_profile_predictions_loss: 764.5334 - logcount_predictions_loss: 0.2800 127/2456 [>.............................] - ETA: 38:47 - loss: 771.0685 - 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logits_profile_predictions_loss: 767.0820 - logcount_predictions_loss: 0.2692 388/2456 [===>..........................] - ETA: 34:27 - loss: 773.3556 - logits_profile_predictions_loss: 767.0834 - logcount_predictions_loss: 0.2692 389/2456 [===>..........................] - ETA: 34:26 - loss: 773.3566 - logits_profile_predictions_loss: 767.0848 - logcount_predictions_loss: 0.2692 390/2456 [===>..........................] - ETA: 34:25 - loss: 773.3579 - logits_profile_predictions_loss: 767.0864 - logcount_predictions_loss: 0.2692 391/2456 [===>..........................] - ETA: 34:24 - loss: 773.3593 - logits_profile_predictions_loss: 767.0882 - logcount_predictions_loss: 0.2691 392/2456 [===>..........................] - ETA: 34:23 - loss: 773.3610 - logits_profile_predictions_loss: 767.0901 - logcount_predictions_loss: 0.2691 393/2456 [===>..........................] - ETA: 34:22 - loss: 773.3623 - logits_profile_predictions_loss: 767.0918 - logcount_predictions_loss: 0.2691 394/2456 [===>..........................] - ETA: 34:21 - loss: 773.3631 - logits_profile_predictions_loss: 767.0929 - logcount_predictions_loss: 0.2691 395/2456 [===>..........................] - ETA: 34:20 - loss: 773.3636 - logits_profile_predictions_loss: 767.0937 - logcount_predictions_loss: 0.2691 396/2456 [===>..........................] - ETA: 34:19 - loss: 773.3648 - logits_profile_predictions_loss: 767.0952 - logcount_predictions_loss: 0.2691 397/2456 [===>..........................] - ETA: 34:18 - loss: 773.3659 - logits_profile_predictions_loss: 767.0967 - logcount_predictions_loss: 0.2691 398/2456 [===>..........................] - ETA: 34:17 - loss: 773.3672 - logits_profile_predictions_loss: 767.0982 - logcount_predictions_loss: 0.2690 399/2456 [===>..........................] - ETA: 34:16 - loss: 773.3686 - logits_profile_predictions_loss: 767.1000 - logcount_predictions_loss: 0.2690 400/2456 [===>..........................] - ETA: 34:15 - loss: 773.3704 - logits_profile_predictions_loss: 767.1021 - logcount_predictions_loss: 0.2690 401/2456 [===>..........................] - ETA: 34:14 - loss: 773.3717 - logits_profile_predictions_loss: 767.1037 - logcount_predictions_loss: 0.2690 402/2456 [===>..........................] - ETA: 34:13 - loss: 773.3725 - logits_profile_predictions_loss: 767.1048 - logcount_predictions_loss: 0.2690 403/2456 [===>..........................] - ETA: 34:12 - loss: 773.3724 - logits_profile_predictions_loss: 767.1051 - logcount_predictions_loss: 0.2690 404/2456 [===>..........................] - ETA: 34:11 - loss: 773.3723 - logits_profile_predictions_loss: 767.1054 - logcount_predictions_loss: 0.2690 405/2456 [===>..........................] - ETA: 34:10 - loss: 773.3722 - logits_profile_predictions_loss: 767.1056 - logcount_predictions_loss: 0.2689 406/2456 [===>..........................] - ETA: 34:09 - loss: 773.3725 - logits_profile_predictions_loss: 767.1062 - logcount_predictions_loss: 0.2689 407/2456 [===>..........................] - ETA: 34:08 - loss: 773.3728 - logits_profile_predictions_loss: 767.1068 - logcount_predictions_loss: 0.2689 408/2456 [===>..........................] - ETA: 34:07 - loss: 773.3732 - logits_profile_predictions_loss: 767.1075 - logcount_predictions_loss: 0.2689 409/2456 [===>..........................] - ETA: 34:06 - loss: 773.3727 - logits_profile_predictions_loss: 767.1073 - logcount_predictions_loss: 0.2689 410/2456 [====>.........................] - ETA: 34:05 - loss: 773.3722 - logits_profile_predictions_loss: 767.1070 - logcount_predictions_loss: 0.2689 411/2456 [====>.........................] - ETA: 34:04 - loss: 773.3710 - logits_profile_predictions_loss: 767.1060 - logcount_predictions_loss: 0.2689 412/2456 [====>.........................] - ETA: 34:03 - loss: 773.3704 - logits_profile_predictions_loss: 767.1057 - logcount_predictions_loss: 0.2689 413/2456 [====>.........................] - ETA: 34:02 - loss: 773.3706 - 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[====>.........................] - ETA: 33:55 - loss: 773.3698 - logits_profile_predictions_loss: 767.1068 - logcount_predictions_loss: 0.2688 421/2456 [====>.........................] - ETA: 33:54 - loss: 773.3695 - logits_profile_predictions_loss: 767.1068 - logcount_predictions_loss: 0.2688 422/2456 [====>.........................] - ETA: 33:53 - loss: 773.3693 - logits_profile_predictions_loss: 767.1068 - logcount_predictions_loss: 0.2688 423/2456 [====>.........................] - ETA: 33:52 - loss: 773.3692 - logits_profile_predictions_loss: 767.1069 - logcount_predictions_loss: 0.2688 424/2456 [====>.........................] - ETA: 33:52 - loss: 773.3695 - logits_profile_predictions_loss: 767.1074 - logcount_predictions_loss: 0.2688 425/2456 [====>.........................] - ETA: 33:51 - loss: 773.3692 - logits_profile_predictions_loss: 767.1073 - logcount_predictions_loss: 0.2687 426/2456 [====>.........................] - ETA: 33:50 - loss: 773.3693 - 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[====>.........................] - ETA: 33:43 - loss: 773.3693 - logits_profile_predictions_loss: 767.1087 - logcount_predictions_loss: 0.2687 434/2456 [====>.........................] - ETA: 33:42 - loss: 773.3687 - logits_profile_predictions_loss: 767.1082 - logcount_predictions_loss: 0.2687 435/2456 [====>.........................] - ETA: 33:41 - loss: 773.3682 - logits_profile_predictions_loss: 767.1078 - logcount_predictions_loss: 0.2687 436/2456 [====>.........................] - ETA: 33:40 - loss: 773.3680 - logits_profile_predictions_loss: 767.1078 - logcount_predictions_loss: 0.2687 437/2456 [====>.........................] - ETA: 33:39 - loss: 773.3677 - logits_profile_predictions_loss: 767.1077 - logcount_predictions_loss: 0.2687 438/2456 [====>.........................] - ETA: 33:38 - loss: 773.3681 - logits_profile_predictions_loss: 767.1082 - logcount_predictions_loss: 0.2687 439/2456 [====>.........................] - ETA: 33:37 - loss: 773.3684 - 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[====>.........................] - ETA: 33:30 - loss: 773.3698 - logits_profile_predictions_loss: 767.1112 - logcount_predictions_loss: 0.2686 447/2456 [====>.........................] - ETA: 33:29 - loss: 773.3706 - logits_profile_predictions_loss: 767.1122 - logcount_predictions_loss: 0.2686 448/2456 [====>.........................] - ETA: 33:28 - loss: 773.3715 - logits_profile_predictions_loss: 767.1133 - logcount_predictions_loss: 0.2686 449/2456 [====>.........................] - ETA: 33:27 - loss: 773.3721 - logits_profile_predictions_loss: 767.1141 - logcount_predictions_loss: 0.2686 450/2456 [====>.........................] - ETA: 33:26 - loss: 773.3727 - logits_profile_predictions_loss: 767.1149 - logcount_predictions_loss: 0.2686 451/2456 [====>.........................] - ETA: 33:25 - loss: 773.3731 - logits_profile_predictions_loss: 767.1154 - logcount_predictions_loss: 0.2686 452/2456 [====>.........................] - ETA: 33:24 - loss: 773.3734 - 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[====>.........................] - ETA: 33:17 - loss: 773.3771 - logits_profile_predictions_loss: 767.1203 - logcount_predictions_loss: 0.2685 460/2456 [====>.........................] - ETA: 33:16 - loss: 773.3780 - logits_profile_predictions_loss: 767.1213 - logcount_predictions_loss: 0.2685 461/2456 [====>.........................] - ETA: 33:15 - loss: 773.3796 - logits_profile_predictions_loss: 767.1229 - logcount_predictions_loss: 0.2685 462/2456 [====>.........................] - ETA: 33:14 - loss: 773.3808 - logits_profile_predictions_loss: 767.1243 - logcount_predictions_loss: 0.2685 463/2456 [====>.........................] - ETA: 33:13 - loss: 773.3819 - logits_profile_predictions_loss: 767.1256 - logcount_predictions_loss: 0.2685 464/2456 [====>.........................] - ETA: 33:12 - loss: 773.3838 - logits_profile_predictions_loss: 767.1276 - logcount_predictions_loss: 0.2685 465/2456 [====>.........................] - ETA: 33:11 - loss: 773.3863 - 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[====>.........................] - ETA: 33:04 - loss: 773.4089 - logits_profile_predictions_loss: 767.1539 - logcount_predictions_loss: 0.2684 473/2456 [====>.........................] - ETA: 33:03 - loss: 773.4134 - logits_profile_predictions_loss: 767.1586 - logcount_predictions_loss: 0.2684 474/2456 [====>.........................] - ETA: 33:02 - loss: 773.4176 - logits_profile_predictions_loss: 767.1630 - logcount_predictions_loss: 0.2684 475/2456 [====>.........................] - ETA: 33:01 - loss: 773.4217 - logits_profile_predictions_loss: 767.1673 - logcount_predictions_loss: 0.2684 476/2456 [====>.........................] - ETA: 33:00 - loss: 773.4257 - logits_profile_predictions_loss: 767.1716 - logcount_predictions_loss: 0.2684 477/2456 [====>.........................] - ETA: 32:59 - loss: 773.4296 - logits_profile_predictions_loss: 767.1756 - logcount_predictions_loss: 0.2684 478/2456 [====>.........................] - ETA: 32:58 - loss: 773.4331 - logits_profile_predictions_loss: 767.1793 - logcount_predictions_loss: 0.2684 479/2456 [====>.........................] - ETA: 32:57 - loss: 773.4362 - logits_profile_predictions_loss: 767.1827 - logcount_predictions_loss: 0.2684 480/2456 [====>.........................] - ETA: 32:56 - loss: 773.4393 - logits_profile_predictions_loss: 767.1860 - logcount_predictions_loss: 0.2684 481/2456 [====>.........................] - ETA: 32:55 - loss: 773.4422 - logits_profile_predictions_loss: 767.1892 - logcount_predictions_loss: 0.2684 482/2456 [====>.........................] - ETA: 32:54 - loss: 773.4451 - logits_profile_predictions_loss: 767.1922 - logcount_predictions_loss: 0.2684 483/2456 [====>.........................] - ETA: 32:53 - loss: 773.4480 - logits_profile_predictions_loss: 767.1954 - logcount_predictions_loss: 0.2683 484/2456 [====>.........................] - ETA: 32:52 - loss: 773.4511 - logits_profile_predictions_loss: 767.1988 - logcount_predictions_loss: 0.2683 485/2456 [====>.........................] - ETA: 32:51 - loss: 773.4542 - logits_profile_predictions_loss: 767.2020 - logcount_predictions_loss: 0.2683 486/2456 [====>.........................] - ETA: 32:50 - loss: 773.4567 - logits_profile_predictions_loss: 767.2048 - logcount_predictions_loss: 0.2683 487/2456 [====>.........................] - ETA: 32:49 - loss: 773.4593 - logits_profile_predictions_loss: 767.2077 - logcount_predictions_loss: 0.2683 488/2456 [====>.........................] - ETA: 32:48 - loss: 773.4622 - logits_profile_predictions_loss: 767.2108 - logcount_predictions_loss: 0.2683 489/2456 [====>.........................] - ETA: 32:47 - loss: 773.4652 - logits_profile_predictions_loss: 767.2141 - logcount_predictions_loss: 0.2683 490/2456 [====>.........................] - ETA: 32:46 - loss: 773.4684 - logits_profile_predictions_loss: 767.2176 - logcount_predictions_loss: 0.2683 491/2456 [====>.........................] - ETA: 32:45 - loss: 773.4717 - logits_profile_predictions_loss: 767.2211 - logcount_predictions_loss: 0.2683 492/2456 [=====>........................] - ETA: 32:44 - loss: 773.4752 - logits_profile_predictions_loss: 767.2248 - logcount_predictions_loss: 0.2682 493/2456 [=====>........................] - ETA: 32:43 - loss: 773.4782 - logits_profile_predictions_loss: 767.2281 - logcount_predictions_loss: 0.2682 494/2456 [=====>........................] - ETA: 32:42 - loss: 773.4807 - logits_profile_predictions_loss: 767.2309 - logcount_predictions_loss: 0.2682 495/2456 [=====>........................] - ETA: 32:41 - loss: 773.4831 - logits_profile_predictions_loss: 767.2336 - logcount_predictions_loss: 0.2682 496/2456 [=====>........................] - ETA: 32:40 - loss: 773.4854 - logits_profile_predictions_loss: 767.2361 - logcount_predictions_loss: 0.2682 497/2456 [=====>........................] - ETA: 32:39 - loss: 773.4876 - logits_profile_predictions_loss: 767.2386 - logcount_predictions_loss: 0.2682 498/2456 [=====>........................] - ETA: 32:38 - loss: 773.4899 - logits_profile_predictions_loss: 767.2411 - logcount_predictions_loss: 0.2682 499/2456 [=====>........................] - ETA: 32:37 - loss: 773.4919 - logits_profile_predictions_loss: 767.2434 - logcount_predictions_loss: 0.2682 500/2456 [=====>........................] - ETA: 32:36 - loss: 773.4937 - logits_profile_predictions_loss: 767.2454 - logcount_predictions_loss: 0.2682 501/2456 [=====>........................] - ETA: 32:35 - loss: 773.4957 - logits_profile_predictions_loss: 767.2476 - logcount_predictions_loss: 0.2681 502/2456 [=====>........................] - ETA: 32:34 - loss: 773.4973 - logits_profile_predictions_loss: 767.2494 - logcount_predictions_loss: 0.2681 503/2456 [=====>........................] - ETA: 32:33 - loss: 773.4989 - logits_profile_predictions_loss: 767.2513 - logcount_predictions_loss: 0.2681 504/2456 [=====>........................] - ETA: 32:32 - loss: 773.5009 - logits_profile_predictions_loss: 767.2535 - logcount_predictions_loss: 0.2681 505/2456 [=====>........................] - ETA: 32:31 - loss: 773.5026 - logits_profile_predictions_loss: 767.2555 - logcount_predictions_loss: 0.2681 506/2456 [=====>........................] - ETA: 32:30 - loss: 773.5046 - logits_profile_predictions_loss: 767.2577 - logcount_predictions_loss: 0.2681 507/2456 [=====>........................] - ETA: 32:29 - loss: 773.5064 - logits_profile_predictions_loss: 767.2597 - logcount_predictions_loss: 0.2681 508/2456 [=====>........................] - ETA: 32:28 - loss: 773.5082 - logits_profile_predictions_loss: 767.2617 - logcount_predictions_loss: 0.2681 509/2456 [=====>........................] - ETA: 32:27 - loss: 773.5101 - logits_profile_predictions_loss: 767.2639 - logcount_predictions_loss: 0.2681 510/2456 [=====>........................] - ETA: 32:26 - loss: 773.5120 - logits_profile_predictions_loss: 767.2659 - logcount_predictions_loss: 0.2681 511/2456 [=====>........................] - ETA: 32:25 - loss: 773.5136 - logits_profile_predictions_loss: 767.2678 - logcount_predictions_loss: 0.2681 512/2456 [=====>........................] - ETA: 32:24 - loss: 773.5151 - logits_profile_predictions_loss: 767.2695 - logcount_predictions_loss: 0.2680 513/2456 [=====>........................] - ETA: 32:23 - loss: 773.5167 - logits_profile_predictions_loss: 767.2713 - logcount_predictions_loss: 0.2680 514/2456 [=====>........................] - ETA: 32:22 - loss: 773.5183 - logits_profile_predictions_loss: 767.2732 - logcount_predictions_loss: 0.2680 515/2456 [=====>........................] - ETA: 32:21 - loss: 773.5197 - logits_profile_predictions_loss: 767.2748 - logcount_predictions_loss: 0.2680 516/2456 [=====>........................] - ETA: 32:20 - loss: 773.5214 - logits_profile_predictions_loss: 767.2767 - logcount_predictions_loss: 0.2680 517/2456 [=====>........................] - ETA: 32:19 - loss: 773.5231 - 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[============================>.] - ETA: 1:00 - loss: 772.4851 - logits_profile_predictions_loss: 766.3856 - logcount_predictions_loss: 0.2618 2397/2456 [============================>.] - ETA: 59s - loss: 772.4843 - logits_profile_predictions_loss: 766.3849 - logcount_predictions_loss: 0.2618  2398/2456 [============================>.] - ETA: 58s - loss: 772.4836 - logits_profile_predictions_loss: 766.3842 - logcount_predictions_loss: 0.2618 2399/2456 [============================>.] - ETA: 57s - loss: 772.4829 - logits_profile_predictions_loss: 766.3835 - logcount_predictions_loss: 0.2618 2400/2456 [============================>.] - ETA: 56s - loss: 772.4821 - logits_profile_predictions_loss: 766.3828 - logcount_predictions_loss: 0.2618 2401/2456 [============================>.] - ETA: 55s - loss: 772.4814 - logits_profile_predictions_loss: 766.3821 - logcount_predictions_loss: 0.2618 2402/2456 [============================>.] - ETA: 54s - loss: 772.4807 - 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[============================>.] - ETA: 47s - loss: 772.4758 - logits_profile_predictions_loss: 766.3768 - logcount_predictions_loss: 0.2618 2410/2456 [============================>.] - ETA: 46s - loss: 772.4751 - logits_profile_predictions_loss: 766.3762 - logcount_predictions_loss: 0.2617 2411/2456 [============================>.] - ETA: 45s - loss: 772.4744 - logits_profile_predictions_loss: 766.3755 - logcount_predictions_loss: 0.2617 2412/2456 [============================>.] - ETA: 44s - loss: 772.4737 - logits_profile_predictions_loss: 766.3749 - logcount_predictions_loss: 0.2617 2413/2456 [============================>.] - ETA: 43s - loss: 772.4729 - logits_profile_predictions_loss: 766.3742 - logcount_predictions_loss: 0.2617 2414/2456 [============================>.] - ETA: 42s - loss: 772.4723 - logits_profile_predictions_loss: 766.3735 - logcount_predictions_loss: 0.2617 2415/2456 [============================>.] - ETA: 41s - loss: 772.4716 - 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[============================>.] - ETA: 34s - loss: 772.4668 - logits_profile_predictions_loss: 766.3685 - logcount_predictions_loss: 0.2617 2423/2456 [============================>.] - ETA: 33s - loss: 772.4661 - logits_profile_predictions_loss: 766.3678 - logcount_predictions_loss: 0.2617 2424/2456 [============================>.] - ETA: 32s - loss: 772.4654 - logits_profile_predictions_loss: 766.3672 - logcount_predictions_loss: 0.2617 2425/2456 [============================>.] - ETA: 31s - loss: 772.4648 - logits_profile_predictions_loss: 766.3666 - logcount_predictions_loss: 0.2617 2426/2456 [============================>.] - ETA: 30s - loss: 772.4641 - logits_profile_predictions_loss: 766.3659 - logcount_predictions_loss: 0.2617 2427/2456 [============================>.] - ETA: 29s - loss: 772.4634 - logits_profile_predictions_loss: 766.3653 - logcount_predictions_loss: 0.2617 2428/2456 [============================>.] - ETA: 28s - loss: 772.4627 - 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[============================>.] - ETA: 21s - loss: 772.4574 - logits_profile_predictions_loss: 766.3597 - logcount_predictions_loss: 0.2617 2436/2456 [============================>.] - ETA: 20s - loss: 772.4567 - logits_profile_predictions_loss: 766.3590 - logcount_predictions_loss: 0.2617 2437/2456 [============================>.] - ETA: 19s - loss: 772.4559 - logits_profile_predictions_loss: 766.3583 - logcount_predictions_loss: 0.2617 2438/2456 [============================>.] - ETA: 18s - loss: 772.4551 - logits_profile_predictions_loss: 766.3575 - logcount_predictions_loss: 0.2617 2439/2456 [============================>.] - ETA: 17s - loss: 772.4543 - logits_profile_predictions_loss: 766.3568 - logcount_predictions_loss: 0.2617 2440/2456 [============================>.] - ETA: 16s - loss: 772.4535 - logits_profile_predictions_loss: 766.3560 - logcount_predictions_loss: 0.2617 2441/2456 [============================>.] - ETA: 15s - loss: 772.4527 - logits_profile_predictions_loss: 766.3553 - logcount_predictions_loss: 0.2617 2442/2456 [============================>.] - ETA: 14s - loss: 772.4519 - logits_profile_predictions_loss: 766.3545 - logcount_predictions_loss: 0.2617 2443/2456 [============================>.] - ETA: 13s - loss: 772.4510 - logits_profile_predictions_loss: 766.3537 - logcount_predictions_loss: 0.2617 2444/2456 [============================>.] - ETA: 12s - loss: 772.4502 - logits_profile_predictions_loss: 766.3530 - logcount_predictions_loss: 0.2617 2445/2456 [============================>.] - ETA: 11s - loss: 772.4494 - logits_profile_predictions_loss: 766.3522 - logcount_predictions_loss: 0.2617 2446/2456 [============================>.] - ETA: 10s - loss: 772.4486 - logits_profile_predictions_loss: 766.3514 - logcount_predictions_loss: 0.2617 2447/2456 [============================>.] - ETA: 9s - loss: 772.4477 - logits_profile_predictions_loss: 766.3506 - logcount_predictions_loss: 0.2617  2448/2456 [============================>.] - ETA: 8s - loss: 772.4469 - logits_profile_predictions_loss: 766.3499 - logcount_predictions_loss: 0.2617 2449/2456 [============================>.] - ETA: 7s - loss: 772.4461 - logits_profile_predictions_loss: 766.3491 - logcount_predictions_loss: 0.2617 2450/2456 [============================>.] - ETA: 6s - loss: 772.4452 - logits_profile_predictions_loss: 766.3483 - logcount_predictions_loss: 0.2617 2451/2456 [============================>.] - ETA: 5s - loss: 772.4444 - logits_profile_predictions_loss: 766.3475 - logcount_predictions_loss: 0.2617 2452/2456 [============================>.] - ETA: 4s - loss: 772.4435 - logits_profile_predictions_loss: 766.3467 - logcount_predictions_loss: 0.2617 2453/2456 [============================>.] - ETA: 3s - loss: 772.4427 - logits_profile_predictions_loss: 766.3459 - logcount_predictions_loss: 0.2617 2454/2456 [============================>.] - ETA: 2s - loss: 772.4419 - logits_profile_predictions_loss: 766.3451 - logcount_predictions_loss: 0.2617 2455/2456 [============================>.] - ETA: 1s - loss: 772.4410 - logits_profile_predictions_loss: 766.3443 - logcount_predictions_loss: 0.2617 2456/2456 [==============================] - ETA: 0s - loss: 772.4402 - logits_profile_predictions_loss: 766.3436 - logcount_predictions_loss: 0.2617 2456/2456 [==============================] - 2560s 1s/step - loss: 772.4394 - logits_profile_predictions_loss: 766.3428 - logcount_predictions_loss: 0.2617 - val_loss: 752.2486 - val_logits_profile_predictions_loss: 747.5715 - val_logcount_predictions_loss: 0.2007 Epoch 00003: val_loss improved from 753.55078 to 752.24860, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4/chrombpnet.h5 Epoch 4/50 1/2456 [..............................] - ETA: 42:11 - loss: 746.5843 - logits_profile_predictions_loss: 742.2832 - logcount_predictions_loss: 0.1846 2/2456 [..............................] - ETA: 40:58 - loss: 774.3097 - logits_profile_predictions_loss: 769.7834 - logcount_predictions_loss: 0.1943 3/2456 [..............................] - ETA: 40:59 - loss: 784.0509 - logits_profile_predictions_loss: 779.6172 - logcount_predictions_loss: 0.1903 4/2456 [..............................] - ETA: 40:57 - loss: 792.5797 - logits_profile_predictions_loss: 788.0671 - logcount_predictions_loss: 0.1937 5/2456 [..............................] - ETA: 40:56 - loss: 793.9798 - logits_profile_predictions_loss: 789.3610 - logcount_predictions_loss: 0.1982 6/2456 [..............................] - ETA: 40:55 - loss: 794.1178 - logits_profile_predictions_loss: 789.4503 - logcount_predictions_loss: 0.2003 7/2456 [..............................] - ETA: 40:54 - loss: 793.0832 - logits_profile_predictions_loss: 788.3628 - logcount_predictions_loss: 0.2026 8/2456 [..............................] - ETA: 40:53 - loss: 792.3130 - logits_profile_predictions_loss: 787.5037 - logcount_predictions_loss: 0.2064 9/2456 [..............................] - ETA: 40:52 - loss: 791.3325 - logits_profile_predictions_loss: 786.4735 - logcount_predictions_loss: 0.2085 10/2456 [..............................] - ETA: 40:51 - loss: 790.2413 - logits_profile_predictions_loss: 785.3579 - logcount_predictions_loss: 0.2096 11/2456 [..............................] - ETA: 40:50 - loss: 789.5316 - logits_profile_predictions_loss: 784.6406 - logcount_predictions_loss: 0.2099 12/2456 [..............................] - ETA: 40:49 - loss: 788.6158 - logits_profile_predictions_loss: 783.7168 - logcount_predictions_loss: 0.2103 13/2456 [..............................] - ETA: 40:48 - loss: 787.3051 - logits_profile_predictions_loss: 782.3772 - logcount_predictions_loss: 0.2115 14/2456 [..............................] - ETA: 40:47 - loss: 786.2364 - logits_profile_predictions_loss: 781.2763 - logcount_predictions_loss: 0.2129 15/2456 [..............................] - ETA: 40:45 - loss: 785.6070 - logits_profile_predictions_loss: 780.5880 - logcount_predictions_loss: 0.2154 16/2456 [..............................] - ETA: 40:44 - loss: 785.0991 - logits_profile_predictions_loss: 780.0210 - logcount_predictions_loss: 0.2179 17/2456 [..............................] - ETA: 40:43 - loss: 784.3816 - logits_profile_predictions_loss: 779.2558 - logcount_predictions_loss: 0.2200 18/2456 [..............................] - ETA: 40:41 - loss: 783.5639 - logits_profile_predictions_loss: 778.4001 - logcount_predictions_loss: 0.2216 19/2456 [..............................] - ETA: 40:40 - loss: 782.8790 - logits_profile_predictions_loss: 777.6877 - logcount_predictions_loss: 0.2228 20/2456 [..............................] - ETA: 40:39 - loss: 782.2480 - logits_profile_predictions_loss: 777.0299 - logcount_predictions_loss: 0.2240 21/2456 [..............................] - ETA: 40:38 - loss: 781.8871 - logits_profile_predictions_loss: 776.6444 - 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35/2456 [..............................] - ETA: 40:22 - loss: 778.4677 - logits_profile_predictions_loss: 773.0685 - logcount_predictions_loss: 0.2317 36/2456 [..............................] - ETA: 40:21 - loss: 778.3382 - logits_profile_predictions_loss: 772.9264 - logcount_predictions_loss: 0.2323 37/2456 [..............................] - ETA: 40:20 - loss: 778.2586 - logits_profile_predictions_loss: 772.8364 - logcount_predictions_loss: 0.2327 38/2456 [..............................] - ETA: 40:19 - loss: 778.1082 - logits_profile_predictions_loss: 772.6769 - logcount_predictions_loss: 0.2331 39/2456 [..............................] - ETA: 40:18 - loss: 777.9604 - logits_profile_predictions_loss: 772.5205 - logcount_predictions_loss: 0.2335 40/2456 [..............................] - ETA: 40:17 - loss: 777.9086 - logits_profile_predictions_loss: 772.4609 - logcount_predictions_loss: 0.2338 41/2456 [..............................] - ETA: 40:16 - loss: 777.8719 - 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[..............................] - ETA: 40:08 - loss: 778.1524 - logits_profile_predictions_loss: 772.6756 - logcount_predictions_loss: 0.2351 49/2456 [..............................] - ETA: 40:07 - loss: 778.1670 - logits_profile_predictions_loss: 772.6874 - logcount_predictions_loss: 0.2352 50/2456 [..............................] - ETA: 40:06 - loss: 778.1779 - logits_profile_predictions_loss: 772.6961 - logcount_predictions_loss: 0.2353 51/2456 [..............................] - ETA: 40:05 - loss: 778.1793 - logits_profile_predictions_loss: 772.6944 - logcount_predictions_loss: 0.2354 52/2456 [..............................] - ETA: 40:04 - loss: 778.2151 - logits_profile_predictions_loss: 772.7274 - logcount_predictions_loss: 0.2355 53/2456 [..............................] - ETA: 40:03 - loss: 778.2605 - logits_profile_predictions_loss: 772.7707 - logcount_predictions_loss: 0.2356 54/2456 [..............................] - ETA: 40:02 - loss: 778.2966 - 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[..............................] - ETA: 39:55 - loss: 778.4449 - logits_profile_predictions_loss: 772.9135 - logcount_predictions_loss: 0.2374 62/2456 [..............................] - ETA: 39:54 - loss: 778.4350 - logits_profile_predictions_loss: 772.8972 - logcount_predictions_loss: 0.2377 63/2456 [..............................] - ETA: 39:53 - loss: 778.4437 - logits_profile_predictions_loss: 772.9000 - logcount_predictions_loss: 0.2379 64/2456 [..............................] - ETA: 39:52 - loss: 778.4551 - logits_profile_predictions_loss: 772.9022 - logcount_predictions_loss: 0.2383 65/2456 [..............................] - ETA: 39:51 - loss: 778.4478 - logits_profile_predictions_loss: 772.8857 - logcount_predictions_loss: 0.2387 66/2456 [..............................] - ETA: 39:50 - loss: 778.4171 - logits_profile_predictions_loss: 772.8471 - logcount_predictions_loss: 0.2391 67/2456 [..............................] - ETA: 39:49 - loss: 778.3928 - 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[===>..........................] - ETA: 34:27 - loss: 773.6403 - logits_profile_predictions_loss: 767.8946 - logcount_predictions_loss: 0.2466 387/2456 [===>..........................] - ETA: 34:26 - loss: 773.6337 - logits_profile_predictions_loss: 767.8882 - logcount_predictions_loss: 0.2466 388/2456 [===>..........................] - ETA: 34:25 - loss: 773.6282 - logits_profile_predictions_loss: 767.8829 - logcount_predictions_loss: 0.2466 389/2456 [===>..........................] - ETA: 34:24 - loss: 773.6228 - logits_profile_predictions_loss: 767.8776 - logcount_predictions_loss: 0.2466 390/2456 [===>..........................] - ETA: 34:23 - loss: 773.6173 - logits_profile_predictions_loss: 767.8723 - logcount_predictions_loss: 0.2466 391/2456 [===>..........................] - ETA: 34:22 - loss: 773.6114 - logits_profile_predictions_loss: 767.8666 - logcount_predictions_loss: 0.2465 392/2456 [===>..........................] - ETA: 34:21 - loss: 773.6056 - 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[===>..........................] - ETA: 34:14 - loss: 773.5653 - logits_profile_predictions_loss: 767.8217 - logcount_predictions_loss: 0.2465 400/2456 [===>..........................] - ETA: 34:13 - loss: 773.5600 - logits_profile_predictions_loss: 767.8165 - logcount_predictions_loss: 0.2465 401/2456 [===>..........................] - ETA: 34:12 - loss: 773.5551 - logits_profile_predictions_loss: 767.8118 - logcount_predictions_loss: 0.2465 402/2456 [===>..........................] - ETA: 34:11 - loss: 773.5509 - logits_profile_predictions_loss: 767.8078 - logcount_predictions_loss: 0.2465 403/2456 [===>..........................] - ETA: 34:10 - loss: 773.5469 - logits_profile_predictions_loss: 767.8039 - logcount_predictions_loss: 0.2465 404/2456 [===>..........................] - ETA: 34:09 - loss: 773.5435 - logits_profile_predictions_loss: 767.8007 - logcount_predictions_loss: 0.2465 405/2456 [===>..........................] - ETA: 34:08 - loss: 773.5400 - 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[====>.........................] - ETA: 34:01 - loss: 773.5112 - logits_profile_predictions_loss: 767.7696 - logcount_predictions_loss: 0.2464 413/2456 [====>.........................] - ETA: 34:00 - loss: 773.5059 - logits_profile_predictions_loss: 767.7644 - logcount_predictions_loss: 0.2464 414/2456 [====>.........................] - ETA: 33:59 - loss: 773.5009 - logits_profile_predictions_loss: 767.7596 - logcount_predictions_loss: 0.2464 415/2456 [====>.........................] - ETA: 33:58 - loss: 773.4955 - logits_profile_predictions_loss: 767.7544 - logcount_predictions_loss: 0.2464 416/2456 [====>.........................] - ETA: 33:57 - loss: 773.4908 - logits_profile_predictions_loss: 767.7498 - logcount_predictions_loss: 0.2464 417/2456 [====>.........................] - ETA: 33:56 - loss: 773.4863 - logits_profile_predictions_loss: 767.7455 - logcount_predictions_loss: 0.2464 418/2456 [====>.........................] - ETA: 33:55 - loss: 773.4811 - 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[====>.........................] - ETA: 33:48 - loss: 773.4449 - logits_profile_predictions_loss: 767.7052 - logcount_predictions_loss: 0.2463 426/2456 [====>.........................] - ETA: 33:47 - loss: 773.4398 - logits_profile_predictions_loss: 767.7003 - logcount_predictions_loss: 0.2463 427/2456 [====>.........................] - ETA: 33:46 - loss: 773.4345 - logits_profile_predictions_loss: 767.6952 - logcount_predictions_loss: 0.2463 428/2456 [====>.........................] - ETA: 33:45 - loss: 773.4289 - logits_profile_predictions_loss: 767.6898 - logcount_predictions_loss: 0.2463 429/2456 [====>.........................] - ETA: 33:44 - loss: 773.4234 - logits_profile_predictions_loss: 767.6845 - logcount_predictions_loss: 0.2463 430/2456 [====>.........................] - ETA: 33:43 - loss: 773.4179 - logits_profile_predictions_loss: 767.6791 - logcount_predictions_loss: 0.2463 431/2456 [====>.........................] - ETA: 33:42 - loss: 773.4129 - logits_profile_predictions_loss: 767.6743 - logcount_predictions_loss: 0.2463 432/2456 [====>.........................] - ETA: 33:41 - loss: 773.4080 - logits_profile_predictions_loss: 767.6696 - logcount_predictions_loss: 0.2463 433/2456 [====>.........................] - ETA: 33:40 - loss: 773.4030 - logits_profile_predictions_loss: 767.6647 - logcount_predictions_loss: 0.2463 434/2456 [====>.........................] - ETA: 33:39 - loss: 773.3984 - logits_profile_predictions_loss: 767.6603 - logcount_predictions_loss: 0.2463 435/2456 [====>.........................] - ETA: 33:38 - loss: 773.3941 - logits_profile_predictions_loss: 767.6562 - logcount_predictions_loss: 0.2463 436/2456 [====>.........................] - ETA: 33:37 - loss: 773.3895 - logits_profile_predictions_loss: 767.6519 - logcount_predictions_loss: 0.2462 437/2456 [====>.........................] - ETA: 33:36 - loss: 773.3854 - logits_profile_predictions_loss: 767.6479 - logcount_predictions_loss: 0.2462 438/2456 [====>.........................] - ETA: 33:35 - loss: 773.3809 - logits_profile_predictions_loss: 767.6437 - logcount_predictions_loss: 0.2462 439/2456 [====>.........................] - ETA: 33:34 - loss: 773.3765 - logits_profile_predictions_loss: 767.6395 - logcount_predictions_loss: 0.2462 440/2456 [====>.........................] - ETA: 33:33 - loss: 773.3720 - logits_profile_predictions_loss: 767.6352 - logcount_predictions_loss: 0.2462 441/2456 [====>.........................] - ETA: 33:32 - loss: 773.3670 - logits_profile_predictions_loss: 767.6305 - logcount_predictions_loss: 0.2462 442/2456 [====>.........................] - ETA: 33:31 - loss: 773.3618 - logits_profile_predictions_loss: 767.6255 - logcount_predictions_loss: 0.2462 443/2456 [====>.........................] - ETA: 33:30 - loss: 773.3566 - logits_profile_predictions_loss: 767.6205 - logcount_predictions_loss: 0.2462 444/2456 [====>.........................] - ETA: 33:29 - loss: 773.3510 - logits_profile_predictions_loss: 767.6152 - logcount_predictions_loss: 0.2462 445/2456 [====>.........................] - ETA: 33:28 - loss: 773.3466 - logits_profile_predictions_loss: 767.6110 - logcount_predictions_loss: 0.2462 446/2456 [====>.........................] - ETA: 33:27 - loss: 773.3420 - logits_profile_predictions_loss: 767.6067 - logcount_predictions_loss: 0.2461 447/2456 [====>.........................] - ETA: 33:27 - loss: 773.3371 - logits_profile_predictions_loss: 767.6021 - logcount_predictions_loss: 0.2461 448/2456 [====>.........................] - ETA: 33:26 - loss: 773.3322 - logits_profile_predictions_loss: 767.5975 - logcount_predictions_loss: 0.2461 449/2456 [====>.........................] - ETA: 33:25 - loss: 773.3273 - logits_profile_predictions_loss: 767.5929 - logcount_predictions_loss: 0.2461 450/2456 [====>.........................] - ETA: 33:24 - loss: 773.3229 - logits_profile_predictions_loss: 767.5888 - logcount_predictions_loss: 0.2461 451/2456 [====>.........................] - ETA: 33:23 - loss: 773.3187 - logits_profile_predictions_loss: 767.5848 - logcount_predictions_loss: 0.2461 452/2456 [====>.........................] - ETA: 33:22 - loss: 773.3141 - logits_profile_predictions_loss: 767.5805 - logcount_predictions_loss: 0.2461 453/2456 [====>.........................] - ETA: 33:21 - loss: 773.3095 - logits_profile_predictions_loss: 767.5762 - logcount_predictions_loss: 0.2461 454/2456 [====>.........................] - ETA: 33:20 - loss: 773.3053 - logits_profile_predictions_loss: 767.5722 - logcount_predictions_loss: 0.2460 455/2456 [====>.........................] - ETA: 33:19 - loss: 773.3010 - logits_profile_predictions_loss: 767.5682 - logcount_predictions_loss: 0.2460 456/2456 [====>.........................] - ETA: 33:18 - loss: 773.2966 - logits_profile_predictions_loss: 767.5641 - logcount_predictions_loss: 0.2460 457/2456 [====>.........................] - ETA: 33:17 - loss: 773.2920 - logits_profile_predictions_loss: 767.5598 - logcount_predictions_loss: 0.2460 458/2456 [====>.........................] - ETA: 33:16 - loss: 773.2876 - logits_profile_predictions_loss: 767.5557 - logcount_predictions_loss: 0.2460 459/2456 [====>.........................] - ETA: 33:15 - loss: 773.2829 - logits_profile_predictions_loss: 767.5514 - logcount_predictions_loss: 0.2460 460/2456 [====>.........................] - ETA: 33:14 - loss: 773.2784 - logits_profile_predictions_loss: 767.5472 - logcount_predictions_loss: 0.2460 461/2456 [====>.........................] - ETA: 33:13 - loss: 773.2736 - logits_profile_predictions_loss: 767.5426 - logcount_predictions_loss: 0.2460 462/2456 [====>.........................] - ETA: 33:12 - loss: 773.2691 - logits_profile_predictions_loss: 767.5385 - logcount_predictions_loss: 0.2459 463/2456 [====>.........................] - ETA: 33:11 - loss: 773.2647 - logits_profile_predictions_loss: 767.5343 - logcount_predictions_loss: 0.2459 464/2456 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[============================>.] - ETA: 55s - loss: 767.9091 - logits_profile_predictions_loss: 762.3138 - logcount_predictions_loss: 0.2401 2402/2456 [============================>.] - ETA: 54s - loss: 767.9085 - logits_profile_predictions_loss: 762.3132 - logcount_predictions_loss: 0.2401 2403/2456 [============================>.] - ETA: 53s - loss: 767.9078 - logits_profile_predictions_loss: 762.3126 - logcount_predictions_loss: 0.2401 2404/2456 [============================>.] - ETA: 52s - loss: 767.9072 - logits_profile_predictions_loss: 762.3120 - logcount_predictions_loss: 0.2401 2405/2456 [============================>.] - ETA: 51s - loss: 767.9066 - logits_profile_predictions_loss: 762.3114 - logcount_predictions_loss: 0.2401 2406/2456 [============================>.] - ETA: 50s - loss: 767.9059 - logits_profile_predictions_loss: 762.3108 - logcount_predictions_loss: 0.2401 2407/2456 [============================>.] - ETA: 49s - loss: 767.9053 - 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[============================>.] - ETA: 42s - loss: 767.9009 - logits_profile_predictions_loss: 762.3061 - logcount_predictions_loss: 0.2401 2415/2456 [============================>.] - ETA: 41s - loss: 767.9003 - logits_profile_predictions_loss: 762.3055 - logcount_predictions_loss: 0.2401 2416/2456 [============================>.] - ETA: 40s - loss: 767.8997 - logits_profile_predictions_loss: 762.3049 - logcount_predictions_loss: 0.2401 2417/2456 [============================>.] - ETA: 39s - loss: 767.8991 - logits_profile_predictions_loss: 762.3043 - logcount_predictions_loss: 0.2401 2418/2456 [============================>.] - ETA: 38s - loss: 767.8985 - logits_profile_predictions_loss: 762.3037 - logcount_predictions_loss: 0.2401 2419/2456 [============================>.] - ETA: 37s - loss: 767.8978 - logits_profile_predictions_loss: 762.3032 - logcount_predictions_loss: 0.2401 2420/2456 [============================>.] - ETA: 36s - loss: 767.8972 - 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[============================>.] - ETA: 29s - loss: 767.8929 - logits_profile_predictions_loss: 762.2985 - logcount_predictions_loss: 0.2401 2428/2456 [============================>.] - ETA: 28s - loss: 767.8923 - logits_profile_predictions_loss: 762.2979 - logcount_predictions_loss: 0.2401 2429/2456 [============================>.] - ETA: 27s - loss: 767.8917 - logits_profile_predictions_loss: 762.2974 - logcount_predictions_loss: 0.2401 2430/2456 [============================>.] - ETA: 26s - loss: 767.8911 - logits_profile_predictions_loss: 762.2968 - logcount_predictions_loss: 0.2401 2431/2456 [============================>.] - ETA: 25s - loss: 767.8904 - logits_profile_predictions_loss: 762.2962 - logcount_predictions_loss: 0.2401 2432/2456 [============================>.] - ETA: 24s - loss: 767.8898 - logits_profile_predictions_loss: 762.2956 - logcount_predictions_loss: 0.2401 2433/2456 [============================>.] - ETA: 23s - loss: 767.8891 - 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[============================>.] - ETA: 16s - loss: 767.8846 - logits_profile_predictions_loss: 762.2907 - logcount_predictions_loss: 0.2401 2441/2456 [============================>.] - ETA: 15s - loss: 767.8839 - logits_profile_predictions_loss: 762.2901 - logcount_predictions_loss: 0.2401 2442/2456 [============================>.] - ETA: 14s - loss: 767.8833 - logits_profile_predictions_loss: 762.2895 - logcount_predictions_loss: 0.2401 2443/2456 [============================>.] - ETA: 13s - loss: 767.8827 - logits_profile_predictions_loss: 762.2889 - logcount_predictions_loss: 0.2401 2444/2456 [============================>.] - ETA: 12s - loss: 767.8821 - logits_profile_predictions_loss: 762.2883 - logcount_predictions_loss: 0.2401 2445/2456 [============================>.] - ETA: 11s - loss: 767.8815 - logits_profile_predictions_loss: 762.2878 - logcount_predictions_loss: 0.2401 2446/2456 [============================>.] - ETA: 10s - loss: 767.8809 - 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[============================>.] - ETA: 3s - loss: 767.8771 - logits_profile_predictions_loss: 762.2836 - logcount_predictions_loss: 0.2401 2454/2456 [============================>.] - ETA: 2s - loss: 767.8766 - logits_profile_predictions_loss: 762.2832 - logcount_predictions_loss: 0.2401 2455/2456 [============================>.] - ETA: 1s - loss: 767.8760 - logits_profile_predictions_loss: 762.2827 - logcount_predictions_loss: 0.2401 2456/2456 [==============================] - ETA: 0s - loss: 767.8755 - logits_profile_predictions_loss: 762.2822 - logcount_predictions_loss: 0.2401 2456/2456 [==============================] - 2561s 1s/step - loss: 767.8750 - logits_profile_predictions_loss: 762.2817 - logcount_predictions_loss: 0.2401 - val_loss: 750.9883 - val_logits_profile_predictions_loss: 745.9287 - val_logcount_predictions_loss: 0.2171 Epoch 00004: val_loss improved from 752.24860 to 750.98828, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4/chrombpnet.h5 Epoch 5/50 1/2456 [..............................] - ETA: 41:51 - loss: 701.1847 - logits_profile_predictions_loss: 696.4044 - logcount_predictions_loss: 0.2052 2/2456 [..............................] - ETA: 40:54 - loss: 725.3321 - logits_profile_predictions_loss: 720.2794 - logcount_predictions_loss: 0.2169 3/2456 [..............................] - ETA: 40:53 - loss: 725.4651 - logits_profile_predictions_loss: 720.4053 - logcount_predictions_loss: 0.2172 4/2456 [..............................] - ETA: 40:53 - loss: 729.0125 - logits_profile_predictions_loss: 723.9900 - logcount_predictions_loss: 0.2156 5/2456 [..............................] - ETA: 40:52 - loss: 731.6969 - logits_profile_predictions_loss: 726.7139 - logcount_predictions_loss: 0.2139 6/2456 [..............................] - ETA: 40:51 - loss: 735.0079 - logits_profile_predictions_loss: 730.0079 - 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747.1094 - logits_profile_predictions_loss: 741.7173 - logcount_predictions_loss: 0.2314 14/2456 [..............................] - ETA: 40:43 - loss: 748.4106 - logits_profile_predictions_loss: 742.9805 - logcount_predictions_loss: 0.2331 15/2456 [..............................] - ETA: 40:43 - loss: 749.5504 - logits_profile_predictions_loss: 744.0980 - logcount_predictions_loss: 0.2340 16/2456 [..............................] - ETA: 40:42 - loss: 750.5068 - logits_profile_predictions_loss: 745.0414 - logcount_predictions_loss: 0.2346 17/2456 [..............................] - ETA: 40:40 - loss: 751.3906 - logits_profile_predictions_loss: 745.9183 - logcount_predictions_loss: 0.2349 18/2456 [..............................] - ETA: 40:39 - loss: 752.2401 - logits_profile_predictions_loss: 746.7553 - logcount_predictions_loss: 0.2354 19/2456 [..............................] - ETA: 40:38 - loss: 753.0858 - logits_profile_predictions_loss: 747.5943 - logcount_predictions_loss: 0.2357 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logits_profile_predictions_loss: 762.2494 - logcount_predictions_loss: 0.2479 170/2456 [=>............................] - ETA: 38:07 - loss: 768.0120 - logits_profile_predictions_loss: 762.2389 - logcount_predictions_loss: 0.2478 171/2456 [=>............................] - ETA: 38:06 - loss: 768.0017 - logits_profile_predictions_loss: 762.2302 - logcount_predictions_loss: 0.2477 172/2456 [=>............................] - ETA: 38:05 - loss: 767.9936 - logits_profile_predictions_loss: 762.2238 - logcount_predictions_loss: 0.2476 173/2456 [=>............................] - ETA: 38:04 - loss: 767.9833 - logits_profile_predictions_loss: 762.2153 - logcount_predictions_loss: 0.2476 174/2456 [=>............................] - ETA: 38:03 - loss: 767.9727 - logits_profile_predictions_loss: 762.2063 - logcount_predictions_loss: 0.2475 175/2456 [=>............................] - ETA: 38:02 - loss: 767.9626 - logits_profile_predictions_loss: 762.1978 - logcount_predictions_loss: 0.2474 176/2456 [=>............................] - ETA: 38:01 - loss: 767.9534 - logits_profile_predictions_loss: 762.1902 - logcount_predictions_loss: 0.2474 177/2456 [=>............................] - ETA: 38:00 - loss: 767.9443 - logits_profile_predictions_loss: 762.1826 - logcount_predictions_loss: 0.2473 178/2456 [=>............................] - ETA: 37:59 - loss: 767.9347 - logits_profile_predictions_loss: 762.1746 - logcount_predictions_loss: 0.2472 179/2456 [=>............................] - ETA: 37:58 - loss: 767.9254 - logits_profile_predictions_loss: 762.1668 - logcount_predictions_loss: 0.2472 180/2456 [=>............................] - ETA: 37:57 - loss: 767.9138 - logits_profile_predictions_loss: 762.1567 - logcount_predictions_loss: 0.2471 181/2456 [=>............................] - ETA: 37:56 - loss: 767.9034 - logits_profile_predictions_loss: 762.1479 - logcount_predictions_loss: 0.2470 182/2456 [=>............................] - ETA: 37:55 - loss: 767.8920 - logits_profile_predictions_loss: 762.1381 - logcount_predictions_loss: 0.2470 183/2456 [=>............................] - ETA: 37:54 - loss: 767.8789 - logits_profile_predictions_loss: 762.1266 - logcount_predictions_loss: 0.2469 184/2456 [=>............................] - ETA: 37:53 - loss: 767.8658 - logits_profile_predictions_loss: 762.1151 - logcount_predictions_loss: 0.2468 185/2456 [=>............................] - ETA: 37:52 - loss: 767.8537 - logits_profile_predictions_loss: 762.1046 - logcount_predictions_loss: 0.2468 186/2456 [=>............................] - ETA: 37:51 - loss: 767.8422 - logits_profile_predictions_loss: 762.0946 - logcount_predictions_loss: 0.2467 187/2456 [=>............................] - ETA: 37:50 - loss: 767.8312 - logits_profile_predictions_loss: 762.0852 - logcount_predictions_loss: 0.2466 188/2456 [=>............................] - ETA: 37:49 - loss: 767.8183 - logits_profile_predictions_loss: 762.0739 - logcount_predictions_loss: 0.2465 189/2456 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logits_profile_predictions_loss: 762.0028 - logcount_predictions_loss: 0.2461 196/2456 [=>............................] - ETA: 37:41 - loss: 767.7256 - logits_profile_predictions_loss: 761.9942 - logcount_predictions_loss: 0.2460 197/2456 [=>............................] - ETA: 37:40 - loss: 767.7152 - logits_profile_predictions_loss: 761.9854 - logcount_predictions_loss: 0.2459 198/2456 [=>............................] - ETA: 37:39 - loss: 767.7032 - logits_profile_predictions_loss: 761.9749 - logcount_predictions_loss: 0.2459 199/2456 [=>............................] - ETA: 37:38 - loss: 767.6923 - logits_profile_predictions_loss: 761.9655 - logcount_predictions_loss: 0.2458 200/2456 [=>............................] - ETA: 37:37 - loss: 767.6796 - logits_profile_predictions_loss: 761.9543 - logcount_predictions_loss: 0.2457 201/2456 [=>............................] - ETA: 37:36 - loss: 767.6687 - logits_profile_predictions_loss: 761.9449 - logcount_predictions_loss: 0.2457 202/2456 [=>............................] - ETA: 37:35 - loss: 767.6563 - logits_profile_predictions_loss: 761.9339 - logcount_predictions_loss: 0.2456 203/2456 [=>............................] - ETA: 37:34 - loss: 767.6448 - logits_profile_predictions_loss: 761.9238 - logcount_predictions_loss: 0.2455 204/2456 [=>............................] - ETA: 37:33 - loss: 767.6361 - logits_profile_predictions_loss: 761.9166 - logcount_predictions_loss: 0.2455 205/2456 [=>............................] - ETA: 37:32 - loss: 767.6284 - logits_profile_predictions_loss: 761.9104 - logcount_predictions_loss: 0.2454 206/2456 [=>............................] - ETA: 37:31 - loss: 767.6215 - logits_profile_predictions_loss: 761.9050 - logcount_predictions_loss: 0.2453 207/2456 [=>............................] - ETA: 37:30 - loss: 767.6142 - logits_profile_predictions_loss: 761.8992 - logcount_predictions_loss: 0.2453 208/2456 [=>............................] - ETA: 37:29 - loss: 767.6062 - 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[=>............................] - ETA: 37:22 - loss: 767.5519 - logits_profile_predictions_loss: 761.8488 - logcount_predictions_loss: 0.2448 216/2456 [=>............................] - ETA: 37:21 - loss: 767.5420 - logits_profile_predictions_loss: 761.8405 - logcount_predictions_loss: 0.2447 217/2456 [=>............................] - ETA: 37:20 - loss: 767.5332 - logits_profile_predictions_loss: 761.8332 - logcount_predictions_loss: 0.2446 218/2456 [=>............................] - ETA: 37:19 - loss: 767.5225 - logits_profile_predictions_loss: 761.8240 - logcount_predictions_loss: 0.2446 219/2456 [=>............................] - ETA: 37:18 - loss: 767.5127 - logits_profile_predictions_loss: 761.8157 - logcount_predictions_loss: 0.2445 220/2456 [=>............................] - ETA: 37:17 - loss: 767.5025 - logits_profile_predictions_loss: 761.8071 - logcount_predictions_loss: 0.2444 221/2456 [=>............................] - ETA: 37:16 - loss: 767.4914 - 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[=>............................] - ETA: 36:56 - loss: 767.3064 - logits_profile_predictions_loss: 761.6391 - logcount_predictions_loss: 0.2432 242/2456 [=>............................] - ETA: 36:55 - loss: 767.2963 - logits_profile_predictions_loss: 761.6298 - logcount_predictions_loss: 0.2432 243/2456 [=>............................] - ETA: 36:54 - loss: 767.2870 - logits_profile_predictions_loss: 761.6212 - logcount_predictions_loss: 0.2432 244/2456 [=>............................] - ETA: 36:53 - loss: 767.2771 - logits_profile_predictions_loss: 761.6121 - logcount_predictions_loss: 0.2431 245/2456 [=>............................] - ETA: 36:52 - loss: 767.2651 - logits_profile_predictions_loss: 761.6009 - logcount_predictions_loss: 0.2431 246/2456 [==>...........................] - ETA: 36:51 - loss: 767.2555 - logits_profile_predictions_loss: 761.5920 - logcount_predictions_loss: 0.2431 247/2456 [==>...........................] - ETA: 36:50 - loss: 767.2461 - 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[==>...........................] - ETA: 36:17 - loss: 767.0930 - logits_profile_predictions_loss: 761.4484 - logcount_predictions_loss: 0.2423 281/2456 [==>...........................] - ETA: 36:16 - loss: 767.0898 - logits_profile_predictions_loss: 761.4456 - logcount_predictions_loss: 0.2422 282/2456 [==>...........................] - ETA: 36:15 - loss: 767.0862 - logits_profile_predictions_loss: 761.4425 - logcount_predictions_loss: 0.2422 283/2456 [==>...........................] - ETA: 36:14 - loss: 767.0823 - logits_profile_predictions_loss: 761.4391 - logcount_predictions_loss: 0.2422 284/2456 [==>...........................] - ETA: 36:13 - loss: 767.0792 - logits_profile_predictions_loss: 761.4365 - logcount_predictions_loss: 0.2422 285/2456 [==>...........................] - ETA: 36:12 - loss: 767.0755 - logits_profile_predictions_loss: 761.4334 - logcount_predictions_loss: 0.2422 286/2456 [==>...........................] - ETA: 36:11 - loss: 767.0727 - 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[===>..........................] - ETA: 34:59 - loss: 766.8544 - logits_profile_predictions_loss: 761.2437 - logcount_predictions_loss: 0.2408 359/2456 [===>..........................] - ETA: 34:58 - loss: 766.8565 - logits_profile_predictions_loss: 761.2463 - logcount_predictions_loss: 0.2408 360/2456 [===>..........................] - ETA: 34:57 - loss: 766.8591 - logits_profile_predictions_loss: 761.2492 - logcount_predictions_loss: 0.2408 361/2456 [===>..........................] - ETA: 34:56 - loss: 766.8618 - logits_profile_predictions_loss: 761.2523 - logcount_predictions_loss: 0.2408 362/2456 [===>..........................] - ETA: 34:55 - loss: 766.8648 - logits_profile_predictions_loss: 761.2558 - logcount_predictions_loss: 0.2407 363/2456 [===>..........................] - ETA: 34:54 - loss: 766.8685 - logits_profile_predictions_loss: 761.2599 - logcount_predictions_loss: 0.2407 364/2456 [===>..........................] - ETA: 34:53 - loss: 766.8720 - 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[===>..........................] - ETA: 34:46 - loss: 766.8986 - logits_profile_predictions_loss: 761.2936 - logcount_predictions_loss: 0.2406 372/2456 [===>..........................] - ETA: 34:45 - loss: 766.9024 - logits_profile_predictions_loss: 761.2978 - logcount_predictions_loss: 0.2405 373/2456 [===>..........................] - ETA: 34:44 - loss: 766.9053 - logits_profile_predictions_loss: 761.3012 - logcount_predictions_loss: 0.2405 374/2456 [===>..........................] - ETA: 34:43 - loss: 766.9081 - logits_profile_predictions_loss: 761.3045 - logcount_predictions_loss: 0.2405 375/2456 [===>..........................] - ETA: 34:42 - loss: 766.9110 - logits_profile_predictions_loss: 761.3079 - logcount_predictions_loss: 0.2405 376/2456 [===>..........................] - ETA: 34:41 - loss: 766.9136 - logits_profile_predictions_loss: 761.3110 - logcount_predictions_loss: 0.2405 377/2456 [===>..........................] - ETA: 34:40 - loss: 766.9161 - 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[===>..........................] - ETA: 34:33 - loss: 766.9374 - logits_profile_predictions_loss: 761.3387 - logcount_predictions_loss: 0.2403 385/2456 [===>..........................] - ETA: 34:32 - loss: 766.9404 - logits_profile_predictions_loss: 761.3423 - logcount_predictions_loss: 0.2403 386/2456 [===>..........................] - ETA: 34:31 - loss: 766.9435 - logits_profile_predictions_loss: 761.3459 - logcount_predictions_loss: 0.2402 387/2456 [===>..........................] - ETA: 34:30 - loss: 766.9465 - logits_profile_predictions_loss: 761.3495 - logcount_predictions_loss: 0.2402 388/2456 [===>..........................] - ETA: 34:29 - loss: 766.9500 - logits_profile_predictions_loss: 761.3534 - logcount_predictions_loss: 0.2402 389/2456 [===>..........................] - ETA: 34:28 - loss: 766.9534 - logits_profile_predictions_loss: 761.3575 - logcount_predictions_loss: 0.2402 390/2456 [===>..........................] - ETA: 34:27 - loss: 766.9572 - 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[===>..........................] - ETA: 34:16 - loss: 766.9780 - logits_profile_predictions_loss: 761.3864 - logcount_predictions_loss: 0.2400 398/2456 [===>..........................] - ETA: 34:15 - loss: 766.9802 - logits_profile_predictions_loss: 761.3891 - logcount_predictions_loss: 0.2400 399/2456 [===>..........................] - ETA: 34:14 - loss: 766.9824 - logits_profile_predictions_loss: 761.3918 - logcount_predictions_loss: 0.2399 400/2456 [===>..........................] - ETA: 34:13 - loss: 766.9845 - logits_profile_predictions_loss: 761.3944 - logcount_predictions_loss: 0.2399 401/2456 [===>..........................] - ETA: 34:12 - loss: 766.9860 - logits_profile_predictions_loss: 761.3964 - logcount_predictions_loss: 0.2399 402/2456 [===>..........................] - ETA: 34:11 - loss: 766.9875 - logits_profile_predictions_loss: 761.3985 - logcount_predictions_loss: 0.2399 403/2456 [===>..........................] - ETA: 34:10 - loss: 766.9893 - 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[====>.........................] - ETA: 34:03 - loss: 767.0038 - logits_profile_predictions_loss: 761.4188 - logcount_predictions_loss: 0.2397 411/2456 [====>.........................] - ETA: 34:02 - loss: 767.0055 - logits_profile_predictions_loss: 761.4210 - logcount_predictions_loss: 0.2397 412/2456 [====>.........................] - ETA: 34:01 - loss: 767.0073 - logits_profile_predictions_loss: 761.4234 - logcount_predictions_loss: 0.2397 413/2456 [====>.........................] - ETA: 34:00 - loss: 767.0097 - logits_profile_predictions_loss: 761.4262 - logcount_predictions_loss: 0.2396 414/2456 [====>.........................] - ETA: 33:59 - loss: 767.0128 - logits_profile_predictions_loss: 761.4297 - logcount_predictions_loss: 0.2396 415/2456 [====>.........................] - ETA: 33:58 - loss: 767.0162 - logits_profile_predictions_loss: 761.4336 - logcount_predictions_loss: 0.2396 416/2456 [====>.........................] - ETA: 33:57 - loss: 767.0207 - logits_profile_predictions_loss: 761.4386 - logcount_predictions_loss: 0.2396 417/2456 [====>.........................] - ETA: 33:56 - loss: 767.0250 - logits_profile_predictions_loss: 761.4433 - logcount_predictions_loss: 0.2396 418/2456 [====>.........................] - ETA: 33:55 - loss: 767.0290 - logits_profile_predictions_loss: 761.4477 - logcount_predictions_loss: 0.2395 419/2456 [====>.........................] - ETA: 33:54 - loss: 767.0329 - logits_profile_predictions_loss: 761.4521 - logcount_predictions_loss: 0.2395 420/2456 [====>.........................] - ETA: 33:53 - loss: 767.0365 - logits_profile_predictions_loss: 761.4561 - logcount_predictions_loss: 0.2395 421/2456 [====>.........................] - ETA: 33:52 - loss: 767.0398 - logits_profile_predictions_loss: 761.4598 - logcount_predictions_loss: 0.2395 422/2456 [====>.........................] - ETA: 33:51 - loss: 767.0426 - logits_profile_predictions_loss: 761.4632 - logcount_predictions_loss: 0.2395 423/2456 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[============================>.] - ETA: 18s - loss: 765.7854 - logits_profile_predictions_loss: 760.3577 - logcount_predictions_loss: 0.2330 2439/2456 [============================>.] - ETA: 17s - loss: 765.7847 - logits_profile_predictions_loss: 760.3570 - logcount_predictions_loss: 0.2330 2440/2456 [============================>.] - ETA: 16s - loss: 765.7840 - logits_profile_predictions_loss: 760.3563 - logcount_predictions_loss: 0.2330 2441/2456 [============================>.] - ETA: 15s - loss: 765.7833 - logits_profile_predictions_loss: 760.3557 - logcount_predictions_loss: 0.2330 2442/2456 [============================>.] - ETA: 14s - loss: 765.7826 - logits_profile_predictions_loss: 760.3550 - logcount_predictions_loss: 0.2330 2443/2456 [============================>.] - ETA: 13s - loss: 765.7819 - logits_profile_predictions_loss: 760.3543 - logcount_predictions_loss: 0.2330 2444/2456 [============================>.] - ETA: 12s - loss: 765.7812 - logits_profile_predictions_loss: 760.3536 - logcount_predictions_loss: 0.2330 2445/2456 [============================>.] - ETA: 11s - loss: 765.7805 - logits_profile_predictions_loss: 760.3529 - logcount_predictions_loss: 0.2330 2446/2456 [============================>.] - ETA: 10s - loss: 765.7797 - logits_profile_predictions_loss: 760.3522 - logcount_predictions_loss: 0.2330 2447/2456 [============================>.] - ETA: 9s - loss: 765.7790 - logits_profile_predictions_loss: 760.3515 - logcount_predictions_loss: 0.2329  2448/2456 [============================>.] - ETA: 8s - loss: 765.7783 - logits_profile_predictions_loss: 760.3508 - logcount_predictions_loss: 0.2329 2449/2456 [============================>.] - ETA: 7s - loss: 765.7776 - logits_profile_predictions_loss: 760.3501 - logcount_predictions_loss: 0.2329 2450/2456 [============================>.] - ETA: 6s - loss: 765.7769 - logits_profile_predictions_loss: 760.3494 - logcount_predictions_loss: 0.2329 2451/2456 [============================>.] - ETA: 5s - loss: 765.7761 - logits_profile_predictions_loss: 760.3487 - logcount_predictions_loss: 0.2329 2452/2456 [============================>.] - ETA: 4s - loss: 765.7754 - logits_profile_predictions_loss: 760.3480 - logcount_predictions_loss: 0.2329 2453/2456 [============================>.] - ETA: 3s - loss: 765.7747 - logits_profile_predictions_loss: 760.3474 - logcount_predictions_loss: 0.2329 2454/2456 [============================>.] - ETA: 2s - loss: 765.7740 - logits_profile_predictions_loss: 760.3467 - logcount_predictions_loss: 0.2329 2455/2456 [============================>.] - ETA: 1s - loss: 765.7733 - logits_profile_predictions_loss: 760.3460 - logcount_predictions_loss: 0.2329 2456/2456 [==============================] - ETA: 0s - loss: 765.7726 - logits_profile_predictions_loss: 760.3453 - logcount_predictions_loss: 0.2329 2456/2456 [==============================] - 2559s 1s/step - loss: 765.7719 - logits_profile_predictions_loss: 760.3446 - logcount_predictions_loss: 0.2329 - val_loss: 750.1752 - val_logits_profile_predictions_loss: 745.7527 - val_logcount_predictions_loss: 0.1898 Epoch 00005: val_loss improved from 750.98828 to 750.17517, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4/chrombpnet.h5 Epoch 6/50 1/2456 [..............................] - ETA: 41:50 - loss: 738.0563 - logits_profile_predictions_loss: 731.6819 - logcount_predictions_loss: 0.2736 2/2456 [..............................] - ETA: 40:55 - loss: 751.4409 - logits_profile_predictions_loss: 744.9091 - logcount_predictions_loss: 0.2803 3/2456 [..............................] - ETA: 40:54 - loss: 756.7808 - logits_profile_predictions_loss: 750.5357 - logcount_predictions_loss: 0.2680 4/2456 [..............................] - ETA: 40:53 - loss: 753.0961 - logits_profile_predictions_loss: 747.0918 - logcount_predictions_loss: 0.2577 5/2456 [..............................] - ETA: 40:52 - loss: 752.5805 - logits_profile_predictions_loss: 746.7512 - logcount_predictions_loss: 0.2502 6/2456 [..............................] - ETA: 40:52 - loss: 752.3860 - logits_profile_predictions_loss: 746.7052 - logcount_predictions_loss: 0.2438 7/2456 [..............................] - ETA: 40:51 - loss: 753.4137 - logits_profile_predictions_loss: 747.8654 - logcount_predictions_loss: 0.2381 8/2456 [..............................] - ETA: 40:50 - loss: 753.8238 - logits_profile_predictions_loss: 748.3958 - logcount_predictions_loss: 0.2330 9/2456 [..............................] - ETA: 40:49 - loss: 754.4982 - logits_profile_predictions_loss: 749.1459 - logcount_predictions_loss: 0.2297 10/2456 [..............................] - ETA: 40:48 - loss: 754.8973 - logits_profile_predictions_loss: 749.5781 - logcount_predictions_loss: 0.2283 11/2456 [..............................] - ETA: 40:47 - loss: 754.7365 - logits_profile_predictions_loss: 749.4305 - logcount_predictions_loss: 0.2277 12/2456 [..............................] - ETA: 40:46 - loss: 754.5337 - logits_profile_predictions_loss: 749.2412 - logcount_predictions_loss: 0.2271 13/2456 [..............................] - ETA: 40:45 - loss: 754.4430 - logits_profile_predictions_loss: 749.1616 - logcount_predictions_loss: 0.2267 14/2456 [..............................] - ETA: 40:44 - loss: 754.2151 - logits_profile_predictions_loss: 748.9503 - logcount_predictions_loss: 0.2260 15/2456 [..............................] - ETA: 40:43 - loss: 754.1117 - logits_profile_predictions_loss: 748.8601 - logcount_predictions_loss: 0.2254 16/2456 [..............................] - ETA: 40:42 - loss: 753.9403 - logits_profile_predictions_loss: 748.7091 - logcount_predictions_loss: 0.2245 17/2456 [..............................] - ETA: 40:41 - loss: 753.9354 - logits_profile_predictions_loss: 748.7022 - logcount_predictions_loss: 0.2246 18/2456 [..............................] - ETA: 40:40 - loss: 753.8628 - logits_profile_predictions_loss: 748.6157 - logcount_predictions_loss: 0.2252 19/2456 [..............................] - ETA: 40:39 - loss: 753.9523 - logits_profile_predictions_loss: 748.6980 - logcount_predictions_loss: 0.2255 20/2456 [..............................] - ETA: 40:38 - loss: 753.8755 - logits_profile_predictions_loss: 748.6142 - logcount_predictions_loss: 0.2258 21/2456 [..............................] - ETA: 40:37 - loss: 753.5741 - logits_profile_predictions_loss: 748.3056 - logcount_predictions_loss: 0.2261 22/2456 [..............................] - ETA: 40:36 - loss: 753.4130 - logits_profile_predictions_loss: 748.1414 - logcount_predictions_loss: 0.2263 23/2456 [..............................] - ETA: 40:35 - loss: 753.3323 - logits_profile_predictions_loss: 748.0636 - logcount_predictions_loss: 0.2261 24/2456 [..............................] - ETA: 40:34 - loss: 753.1754 - logits_profile_predictions_loss: 747.9127 - logcount_predictions_loss: 0.2259 25/2456 [..............................] - ETA: 40:33 - loss: 753.1517 - logits_profile_predictions_loss: 747.8954 - logcount_predictions_loss: 0.2256 26/2456 [..............................] - ETA: 40:32 - loss: 753.2640 - logits_profile_predictions_loss: 748.0148 - logcount_predictions_loss: 0.2253 27/2456 [..............................] - ETA: 40:31 - loss: 753.3783 - logits_profile_predictions_loss: 748.1377 - logcount_predictions_loss: 0.2249 28/2456 [..............................] - ETA: 40:30 - loss: 753.5823 - logits_profile_predictions_loss: 748.3515 - logcount_predictions_loss: 0.2245 29/2456 [..............................] - ETA: 40:29 - loss: 753.8987 - logits_profile_predictions_loss: 748.6784 - logcount_predictions_loss: 0.2240 30/2456 [..............................] - ETA: 40:28 - loss: 754.0913 - logits_profile_predictions_loss: 748.8831 - logcount_predictions_loss: 0.2235 31/2456 [..............................] - ETA: 40:27 - loss: 754.2194 - logits_profile_predictions_loss: 749.0215 - logcount_predictions_loss: 0.2231 32/2456 [..............................] - ETA: 40:26 - loss: 754.4497 - logits_profile_predictions_loss: 749.2632 - logcount_predictions_loss: 0.2226 33/2456 [..............................] - ETA: 40:25 - loss: 754.6658 - logits_profile_predictions_loss: 749.4920 - logcount_predictions_loss: 0.2221 34/2456 [..............................] - ETA: 40:24 - loss: 754.8241 - logits_profile_predictions_loss: 749.6623 - logcount_predictions_loss: 0.2215 35/2456 [..............................] - ETA: 40:23 - loss: 754.9181 - logits_profile_predictions_loss: 749.7681 - logcount_predictions_loss: 0.2210 36/2456 [..............................] - ETA: 40:22 - loss: 755.0612 - logits_profile_predictions_loss: 749.9229 - logcount_predictions_loss: 0.2205 37/2456 [..............................] - ETA: 40:21 - loss: 755.2136 - logits_profile_predictions_loss: 750.0856 - logcount_predictions_loss: 0.2201 38/2456 [..............................] - ETA: 40:20 - loss: 755.3242 - logits_profile_predictions_loss: 750.2047 - logcount_predictions_loss: 0.2197 39/2456 [..............................] - ETA: 40:19 - loss: 755.3589 - logits_profile_predictions_loss: 750.2462 - logcount_predictions_loss: 0.2194 40/2456 [..............................] - ETA: 40:18 - loss: 755.3807 - logits_profile_predictions_loss: 750.2741 - logcount_predictions_loss: 0.2192 41/2456 [..............................] - ETA: 40:17 - loss: 755.3350 - logits_profile_predictions_loss: 750.2340 - logcount_predictions_loss: 0.2189 42/2456 [..............................] - ETA: 40:16 - loss: 755.3024 - logits_profile_predictions_loss: 750.2067 - logcount_predictions_loss: 0.2187 43/2456 [..............................] - ETA: 40:15 - loss: 755.2630 - logits_profile_predictions_loss: 750.1695 - logcount_predictions_loss: 0.2186 44/2456 [..............................] - ETA: 40:14 - loss: 755.2660 - 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[..............................] - ETA: 40:07 - loss: 755.5014 - logits_profile_predictions_loss: 750.4228 - logcount_predictions_loss: 0.2180 52/2456 [..............................] - ETA: 40:06 - loss: 755.5537 - logits_profile_predictions_loss: 750.4766 - logcount_predictions_loss: 0.2179 53/2456 [..............................] - ETA: 40:05 - loss: 755.6223 - logits_profile_predictions_loss: 750.5473 - logcount_predictions_loss: 0.2178 54/2456 [..............................] - ETA: 40:04 - loss: 755.6982 - logits_profile_predictions_loss: 750.6255 - logcount_predictions_loss: 0.2177 55/2456 [..............................] - ETA: 40:03 - loss: 755.7636 - logits_profile_predictions_loss: 750.6932 - logcount_predictions_loss: 0.2176 56/2456 [..............................] - ETA: 40:02 - loss: 755.8450 - logits_profile_predictions_loss: 750.7773 - logcount_predictions_loss: 0.2175 57/2456 [..............................] - ETA: 40:01 - loss: 755.9166 - 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[..............................] - ETA: 39:54 - loss: 756.5049 - logits_profile_predictions_loss: 751.4658 - logcount_predictions_loss: 0.2163 65/2456 [..............................] - ETA: 39:53 - loss: 756.6039 - logits_profile_predictions_loss: 751.5666 - logcount_predictions_loss: 0.2162 66/2456 [..............................] - ETA: 39:52 - loss: 756.7026 - logits_profile_predictions_loss: 751.6669 - logcount_predictions_loss: 0.2161 67/2456 [..............................] - ETA: 39:51 - loss: 756.7901 - logits_profile_predictions_loss: 751.7559 - logcount_predictions_loss: 0.2161 68/2456 [..............................] - ETA: 39:50 - loss: 756.8656 - logits_profile_predictions_loss: 751.8330 - logcount_predictions_loss: 0.2160 69/2456 [..............................] - ETA: 39:49 - loss: 756.9328 - logits_profile_predictions_loss: 751.9014 - logcount_predictions_loss: 0.2159 70/2456 [..............................] - ETA: 39:48 - loss: 756.9769 - 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[..............................] - ETA: 39:41 - loss: 757.3525 - logits_profile_predictions_loss: 752.3121 - logcount_predictions_loss: 0.2163 78/2456 [..............................] - ETA: 39:40 - loss: 757.4181 - logits_profile_predictions_loss: 752.3754 - logcount_predictions_loss: 0.2164 79/2456 [..............................] - ETA: 39:39 - loss: 757.4867 - logits_profile_predictions_loss: 752.4421 - logcount_predictions_loss: 0.2165 80/2456 [..............................] - ETA: 39:38 - loss: 757.5573 - logits_profile_predictions_loss: 752.5110 - logcount_predictions_loss: 0.2166 81/2456 [..............................] - ETA: 39:37 - loss: 757.6226 - logits_profile_predictions_loss: 752.5740 - logcount_predictions_loss: 0.2167 82/2456 [>.............................] - ETA: 39:36 - loss: 757.6800 - logits_profile_predictions_loss: 752.6296 - logcount_predictions_loss: 0.2168 83/2456 [>.............................] - ETA: 39:35 - loss: 757.7376 - 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[>.............................] - ETA: 39:28 - loss: 758.1086 - logits_profile_predictions_loss: 753.0456 - logcount_predictions_loss: 0.2173 91/2456 [>.............................] - ETA: 39:27 - loss: 758.1543 - logits_profile_predictions_loss: 753.0894 - logcount_predictions_loss: 0.2174 92/2456 [>.............................] - ETA: 39:26 - loss: 758.1875 - logits_profile_predictions_loss: 753.1201 - logcount_predictions_loss: 0.2175 93/2456 [>.............................] - ETA: 39:25 - loss: 758.2205 - logits_profile_predictions_loss: 753.1506 - logcount_predictions_loss: 0.2176 94/2456 [>.............................] - ETA: 39:24 - loss: 758.2629 - logits_profile_predictions_loss: 753.1904 - logcount_predictions_loss: 0.2177 95/2456 [>.............................] - ETA: 39:23 - loss: 758.3057 - logits_profile_predictions_loss: 753.2306 - logcount_predictions_loss: 0.2178 96/2456 [>.............................] - ETA: 39:22 - loss: 758.3580 - 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[>.............................] - ETA: 39:15 - loss: 758.5750 - logits_profile_predictions_loss: 753.4779 - logcount_predictions_loss: 0.2188 104/2456 [>.............................] - ETA: 39:14 - loss: 758.6013 - logits_profile_predictions_loss: 753.5016 - logcount_predictions_loss: 0.2189 105/2456 [>.............................] - ETA: 39:13 - loss: 758.6274 - logits_profile_predictions_loss: 753.5255 - logcount_predictions_loss: 0.2190 106/2456 [>.............................] - ETA: 39:12 - loss: 758.6440 - logits_profile_predictions_loss: 753.5397 - logcount_predictions_loss: 0.2191 107/2456 [>.............................] - ETA: 39:11 - loss: 758.6598 - logits_profile_predictions_loss: 753.5533 - logcount_predictions_loss: 0.2192 108/2456 [>.............................] - ETA: 39:10 - loss: 758.6725 - logits_profile_predictions_loss: 753.5640 - logcount_predictions_loss: 0.2192 109/2456 [>.............................] - ETA: 39:09 - loss: 758.7011 - 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[===>..........................] - ETA: 34:28 - loss: 761.1131 - logits_profile_predictions_loss: 755.9397 - logcount_predictions_loss: 0.2220 390/2456 [===>..........................] - ETA: 34:27 - loss: 761.1106 - logits_profile_predictions_loss: 755.9371 - logcount_predictions_loss: 0.2220 391/2456 [===>..........................] - ETA: 34:26 - loss: 761.1079 - logits_profile_predictions_loss: 755.9344 - logcount_predictions_loss: 0.2221 392/2456 [===>..........................] - ETA: 34:25 - loss: 761.1062 - logits_profile_predictions_loss: 755.9326 - logcount_predictions_loss: 0.2221 393/2456 [===>..........................] - ETA: 34:24 - loss: 761.1044 - logits_profile_predictions_loss: 755.9308 - logcount_predictions_loss: 0.2221 394/2456 [===>..........................] - ETA: 34:23 - loss: 761.1035 - logits_profile_predictions_loss: 755.9297 - logcount_predictions_loss: 0.2221 395/2456 [===>..........................] - ETA: 34:22 - loss: 761.1025 - 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[===>..........................] - ETA: 34:15 - loss: 761.1009 - logits_profile_predictions_loss: 755.9266 - logcount_predictions_loss: 0.2221 403/2456 [===>..........................] - ETA: 34:14 - loss: 761.1015 - logits_profile_predictions_loss: 755.9271 - logcount_predictions_loss: 0.2221 404/2456 [===>..........................] - ETA: 34:13 - loss: 761.1027 - logits_profile_predictions_loss: 755.9282 - logcount_predictions_loss: 0.2221 405/2456 [===>..........................] - ETA: 34:12 - loss: 761.1039 - logits_profile_predictions_loss: 755.9295 - logcount_predictions_loss: 0.2221 406/2456 [===>..........................] - ETA: 34:11 - loss: 761.1052 - logits_profile_predictions_loss: 755.9307 - logcount_predictions_loss: 0.2221 407/2456 [===>..........................] - ETA: 34:10 - loss: 761.1066 - logits_profile_predictions_loss: 755.9321 - logcount_predictions_loss: 0.2221 408/2456 [===>..........................] - ETA: 34:09 - loss: 761.1080 - 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[====>.........................] - ETA: 34:02 - loss: 761.1183 - logits_profile_predictions_loss: 755.9434 - logcount_predictions_loss: 0.2221 416/2456 [====>.........................] - ETA: 34:01 - loss: 761.1189 - logits_profile_predictions_loss: 755.9440 - logcount_predictions_loss: 0.2221 417/2456 [====>.........................] - ETA: 34:00 - loss: 761.1195 - logits_profile_predictions_loss: 755.9445 - logcount_predictions_loss: 0.2221 418/2456 [====>.........................] - ETA: 33:59 - loss: 761.1201 - logits_profile_predictions_loss: 755.9451 - logcount_predictions_loss: 0.2221 419/2456 [====>.........................] - ETA: 33:58 - loss: 761.1207 - logits_profile_predictions_loss: 755.9455 - logcount_predictions_loss: 0.2221 420/2456 [====>.........................] - ETA: 33:57 - loss: 761.1211 - logits_profile_predictions_loss: 755.9459 - logcount_predictions_loss: 0.2221 421/2456 [====>.........................] - ETA: 33:56 - loss: 761.1218 - 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[====>.........................] - ETA: 33:49 - loss: 761.1305 - logits_profile_predictions_loss: 755.9550 - logcount_predictions_loss: 0.2221 429/2456 [====>.........................] - ETA: 33:48 - loss: 761.1326 - logits_profile_predictions_loss: 755.9570 - logcount_predictions_loss: 0.2221 430/2456 [====>.........................] - ETA: 33:47 - loss: 761.1351 - logits_profile_predictions_loss: 755.9594 - logcount_predictions_loss: 0.2221 431/2456 [====>.........................] - ETA: 33:46 - loss: 761.1382 - logits_profile_predictions_loss: 755.9625 - logcount_predictions_loss: 0.2221 432/2456 [====>.........................] - ETA: 33:45 - loss: 761.1407 - logits_profile_predictions_loss: 755.9649 - logcount_predictions_loss: 0.2221 433/2456 [====>.........................] - ETA: 33:44 - loss: 761.1426 - logits_profile_predictions_loss: 755.9667 - logcount_predictions_loss: 0.2222 434/2456 [====>.........................] - ETA: 33:43 - loss: 761.1441 - 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[====>.........................] - ETA: 33:36 - loss: 761.1584 - logits_profile_predictions_loss: 755.9823 - logcount_predictions_loss: 0.2222 442/2456 [====>.........................] - ETA: 33:35 - loss: 761.1608 - logits_profile_predictions_loss: 755.9846 - logcount_predictions_loss: 0.2222 443/2456 [====>.........................] - ETA: 33:34 - loss: 761.1630 - logits_profile_predictions_loss: 755.9868 - logcount_predictions_loss: 0.2222 444/2456 [====>.........................] - ETA: 33:33 - loss: 761.1648 - logits_profile_predictions_loss: 755.9886 - logcount_predictions_loss: 0.2222 445/2456 [====>.........................] - ETA: 33:32 - loss: 761.1664 - logits_profile_predictions_loss: 755.9901 - logcount_predictions_loss: 0.2222 446/2456 [====>.........................] - ETA: 33:31 - loss: 761.1679 - logits_profile_predictions_loss: 755.9915 - logcount_predictions_loss: 0.2222 447/2456 [====>.........................] - ETA: 33:30 - loss: 761.1693 - 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[====>.........................] - ETA: 33:23 - loss: 761.1786 - logits_profile_predictions_loss: 756.0017 - logcount_predictions_loss: 0.2222 455/2456 [====>.........................] - ETA: 33:22 - loss: 761.1799 - logits_profile_predictions_loss: 756.0030 - logcount_predictions_loss: 0.2222 456/2456 [====>.........................] - ETA: 33:21 - loss: 761.1810 - logits_profile_predictions_loss: 756.0040 - logcount_predictions_loss: 0.2222 457/2456 [====>.........................] - ETA: 33:20 - loss: 761.1823 - logits_profile_predictions_loss: 756.0053 - logcount_predictions_loss: 0.2222 458/2456 [====>.........................] - ETA: 33:19 - loss: 761.1837 - logits_profile_predictions_loss: 756.0067 - logcount_predictions_loss: 0.2222 459/2456 [====>.........................] - ETA: 33:18 - loss: 761.1854 - logits_profile_predictions_loss: 756.0084 - logcount_predictions_loss: 0.2222 460/2456 [====>.........................] - ETA: 33:17 - loss: 761.1872 - 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[====>.........................] - ETA: 33:10 - loss: 761.2032 - logits_profile_predictions_loss: 756.0261 - logcount_predictions_loss: 0.2222 468/2456 [====>.........................] - ETA: 33:09 - loss: 761.2058 - logits_profile_predictions_loss: 756.0287 - logcount_predictions_loss: 0.2222 469/2456 [====>.........................] - ETA: 33:08 - loss: 761.2087 - logits_profile_predictions_loss: 756.0316 - logcount_predictions_loss: 0.2222 470/2456 [====>.........................] - ETA: 33:07 - loss: 761.2122 - logits_profile_predictions_loss: 756.0351 - logcount_predictions_loss: 0.2222 471/2456 [====>.........................] - ETA: 33:06 - loss: 761.2161 - logits_profile_predictions_loss: 756.0390 - logcount_predictions_loss: 0.2222 472/2456 [====>.........................] - ETA: 33:05 - loss: 761.2203 - logits_profile_predictions_loss: 756.0432 - logcount_predictions_loss: 0.2222 473/2456 [====>.........................] - ETA: 33:04 - loss: 761.2243 - 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[====>.........................] - ETA: 32:57 - loss: 761.2508 - logits_profile_predictions_loss: 756.0741 - logcount_predictions_loss: 0.2222 481/2456 [====>.........................] - ETA: 32:56 - loss: 761.2539 - logits_profile_predictions_loss: 756.0773 - logcount_predictions_loss: 0.2222 482/2456 [====>.........................] - ETA: 32:55 - loss: 761.2571 - logits_profile_predictions_loss: 756.0805 - logcount_predictions_loss: 0.2222 483/2456 [====>.........................] - ETA: 32:54 - loss: 761.2599 - logits_profile_predictions_loss: 756.0835 - logcount_predictions_loss: 0.2222 484/2456 [====>.........................] - ETA: 32:53 - loss: 761.2621 - logits_profile_predictions_loss: 756.0858 - logcount_predictions_loss: 0.2222 485/2456 [====>.........................] - ETA: 32:52 - loss: 761.2642 - logits_profile_predictions_loss: 756.0879 - logcount_predictions_loss: 0.2222 486/2456 [====>.........................] - ETA: 32:51 - loss: 761.2665 - logits_profile_predictions_loss: 756.0903 - logcount_predictions_loss: 0.2222 487/2456 [====>.........................] - ETA: 32:50 - loss: 761.2689 - logits_profile_predictions_loss: 756.0929 - logcount_predictions_loss: 0.2222 488/2456 [====>.........................] - ETA: 32:49 - loss: 761.2714 - logits_profile_predictions_loss: 756.0954 - logcount_predictions_loss: 0.2222 489/2456 [====>.........................] - ETA: 32:48 - loss: 761.2739 - logits_profile_predictions_loss: 756.0981 - logcount_predictions_loss: 0.2222 490/2456 [====>.........................] - ETA: 32:47 - loss: 761.2764 - logits_profile_predictions_loss: 756.1006 - logcount_predictions_loss: 0.2221 491/2456 [====>.........................] - ETA: 32:46 - loss: 761.2785 - logits_profile_predictions_loss: 756.1029 - logcount_predictions_loss: 0.2221 492/2456 [=====>........................] - ETA: 32:45 - loss: 761.2805 - logits_profile_predictions_loss: 756.1050 - logcount_predictions_loss: 0.2221 493/2456 [=====>........................] - ETA: 32:44 - loss: 761.2824 - logits_profile_predictions_loss: 756.1071 - logcount_predictions_loss: 0.2221 494/2456 [=====>........................] - ETA: 32:43 - loss: 761.2844 - logits_profile_predictions_loss: 756.1091 - logcount_predictions_loss: 0.2221 495/2456 [=====>........................] - ETA: 32:42 - loss: 761.2862 - logits_profile_predictions_loss: 756.1110 - logcount_predictions_loss: 0.2221 496/2456 [=====>........................] - ETA: 32:41 - loss: 761.2878 - logits_profile_predictions_loss: 756.1128 - logcount_predictions_loss: 0.2221 497/2456 [=====>........................] - ETA: 32:40 - loss: 761.2897 - logits_profile_predictions_loss: 756.1148 - logcount_predictions_loss: 0.2221 498/2456 [=====>........................] - ETA: 32:39 - loss: 761.2916 - logits_profile_predictions_loss: 756.1169 - logcount_predictions_loss: 0.2221 499/2456 [=====>........................] - ETA: 32:38 - loss: 761.2934 - 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[============================>.] - ETA: 1:05 - loss: 761.6229 - logits_profile_predictions_loss: 756.4471 - logcount_predictions_loss: 0.2221 2392/2456 [============================>.] - ETA: 1:04 - loss: 761.6229 - logits_profile_predictions_loss: 756.4471 - logcount_predictions_loss: 0.2221 2393/2456 [============================>.] - ETA: 1:03 - loss: 761.6229 - logits_profile_predictions_loss: 756.4471 - logcount_predictions_loss: 0.2221 2394/2456 [============================>.] - ETA: 1:02 - loss: 761.6229 - logits_profile_predictions_loss: 756.4471 - logcount_predictions_loss: 0.2221 2395/2456 [============================>.] - ETA: 1:01 - loss: 761.6230 - logits_profile_predictions_loss: 756.4471 - logcount_predictions_loss: 0.2221 2396/2456 [============================>.] - ETA: 1:00 - loss: 761.6230 - logits_profile_predictions_loss: 756.4472 - logcount_predictions_loss: 0.2221 2397/2456 [============================>.] - ETA: 59s - loss: 761.6231 - 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[============================>.] - ETA: 52s - loss: 761.6234 - logits_profile_predictions_loss: 756.4475 - logcount_predictions_loss: 0.2221 2405/2456 [============================>.] - ETA: 51s - loss: 761.6235 - logits_profile_predictions_loss: 756.4476 - logcount_predictions_loss: 0.2221 2406/2456 [============================>.] - ETA: 50s - loss: 761.6235 - logits_profile_predictions_loss: 756.4477 - logcount_predictions_loss: 0.2221 2407/2456 [============================>.] - ETA: 49s - loss: 761.6236 - logits_profile_predictions_loss: 756.4478 - logcount_predictions_loss: 0.2221 2408/2456 [============================>.] - ETA: 48s - loss: 761.6237 - logits_profile_predictions_loss: 756.4478 - logcount_predictions_loss: 0.2221 2409/2456 [============================>.] - ETA: 47s - loss: 761.6237 - logits_profile_predictions_loss: 756.4479 - logcount_predictions_loss: 0.2221 2410/2456 [============================>.] - ETA: 46s - loss: 761.6238 - 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[============================>.] - ETA: 39s - loss: 761.6242 - logits_profile_predictions_loss: 756.4483 - logcount_predictions_loss: 0.2221 2418/2456 [============================>.] - ETA: 38s - loss: 761.6243 - logits_profile_predictions_loss: 756.4484 - logcount_predictions_loss: 0.2221 2419/2456 [============================>.] - ETA: 37s - loss: 761.6243 - logits_profile_predictions_loss: 756.4485 - logcount_predictions_loss: 0.2221 2420/2456 [============================>.] - ETA: 36s - loss: 761.6244 - logits_profile_predictions_loss: 756.4485 - logcount_predictions_loss: 0.2221 2421/2456 [============================>.] - ETA: 35s - loss: 761.6245 - logits_profile_predictions_loss: 756.4486 - logcount_predictions_loss: 0.2221 2422/2456 [============================>.] - ETA: 34s - loss: 761.6246 - logits_profile_predictions_loss: 756.4487 - logcount_predictions_loss: 0.2221 2423/2456 [============================>.] - ETA: 33s - loss: 761.6246 - 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[============================>.] - ETA: 26s - loss: 761.6251 - logits_profile_predictions_loss: 756.4492 - logcount_predictions_loss: 0.2221 2431/2456 [============================>.] - ETA: 25s - loss: 761.6252 - logits_profile_predictions_loss: 756.4493 - logcount_predictions_loss: 0.2221 2432/2456 [============================>.] - ETA: 24s - loss: 761.6253 - logits_profile_predictions_loss: 756.4494 - logcount_predictions_loss: 0.2221 2433/2456 [============================>.] - ETA: 23s - loss: 761.6254 - logits_profile_predictions_loss: 756.4495 - logcount_predictions_loss: 0.2221 2434/2456 [============================>.] - ETA: 22s - loss: 761.6254 - logits_profile_predictions_loss: 756.4495 - logcount_predictions_loss: 0.2221 2435/2456 [============================>.] - ETA: 21s - loss: 761.6255 - logits_profile_predictions_loss: 756.4496 - logcount_predictions_loss: 0.2221 2436/2456 [============================>.] - ETA: 20s - loss: 761.6255 - 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[============================>.] - ETA: 13s - loss: 761.6256 - logits_profile_predictions_loss: 756.4497 - logcount_predictions_loss: 0.2221 2444/2456 [============================>.] - ETA: 12s - loss: 761.6256 - logits_profile_predictions_loss: 756.4497 - logcount_predictions_loss: 0.2221 2445/2456 [============================>.] - ETA: 11s - loss: 761.6256 - logits_profile_predictions_loss: 756.4497 - logcount_predictions_loss: 0.2221 2446/2456 [============================>.] - ETA: 10s - loss: 761.6256 - logits_profile_predictions_loss: 756.4497 - logcount_predictions_loss: 0.2221 2447/2456 [============================>.] - ETA: 9s - loss: 761.6256 - logits_profile_predictions_loss: 756.4497 - logcount_predictions_loss: 0.2221  2448/2456 [============================>.] - ETA: 8s - loss: 761.6256 - logits_profile_predictions_loss: 756.4497 - logcount_predictions_loss: 0.2221 2449/2456 [============================>.] - ETA: 7s - loss: 761.6257 - logits_profile_predictions_loss: 756.4497 - logcount_predictions_loss: 0.2221 2450/2456 [============================>.] - ETA: 6s - loss: 761.6257 - logits_profile_predictions_loss: 756.4497 - logcount_predictions_loss: 0.2221 2451/2456 [============================>.] - ETA: 5s - loss: 761.6257 - logits_profile_predictions_loss: 756.4498 - logcount_predictions_loss: 0.2221 2452/2456 [============================>.] - ETA: 4s - loss: 761.6257 - logits_profile_predictions_loss: 756.4498 - logcount_predictions_loss: 0.2221 2453/2456 [============================>.] - ETA: 3s - loss: 761.6258 - logits_profile_predictions_loss: 756.4498 - logcount_predictions_loss: 0.2221 2454/2456 [============================>.] - ETA: 2s - loss: 761.6258 - logits_profile_predictions_loss: 756.4499 - logcount_predictions_loss: 0.2221 2455/2456 [============================>.] - ETA: 1s - loss: 761.6259 - logits_profile_predictions_loss: 756.4500 - logcount_predictions_loss: 0.2221 2456/2456 [==============================] - ETA: 0s - loss: 761.6259 - logits_profile_predictions_loss: 756.4500 - logcount_predictions_loss: 0.2221 2456/2456 [==============================] - 2559s 1s/step - loss: 761.6260 - logits_profile_predictions_loss: 756.4501 - logcount_predictions_loss: 0.2221 - val_loss: 749.8511 - val_logits_profile_predictions_loss: 745.4304 - val_logcount_predictions_loss: 0.1897 Epoch 00006: val_loss improved from 750.17517 to 749.85114, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4/chrombpnet.h5 Epoch 7/50 1/2456 [..............................] - ETA: 42:00 - loss: 650.8069 - logits_profile_predictions_loss: 642.1268 - logcount_predictions_loss: 0.3725 2/2456 [..............................] - ETA: 40:59 - loss: 672.4376 - logits_profile_predictions_loss: 664.8890 - logcount_predictions_loss: 0.3240 3/2456 [..............................] - ETA: 40:57 - loss: 693.4406 - logits_profile_predictions_loss: 686.6060 - logcount_predictions_loss: 0.2933 4/2456 [..............................] - ETA: 40:54 - loss: 707.5555 - logits_profile_predictions_loss: 701.1625 - logcount_predictions_loss: 0.2744 5/2456 [..............................] - ETA: 40:53 - loss: 714.2975 - logits_profile_predictions_loss: 708.2733 - logcount_predictions_loss: 0.2585 6/2456 [..............................] - ETA: 40:52 - loss: 716.9039 - logits_profile_predictions_loss: 711.1651 - logcount_predictions_loss: 0.2463 7/2456 [..............................] - ETA: 40:51 - loss: 718.5084 - logits_profile_predictions_loss: 712.9455 - logcount_predictions_loss: 0.2387 8/2456 [..............................] - ETA: 40:50 - loss: 721.9208 - logits_profile_predictions_loss: 716.4568 - logcount_predictions_loss: 0.2345 9/2456 [..............................] - ETA: 40:49 - loss: 725.6996 - logits_profile_predictions_loss: 720.2732 - logcount_predictions_loss: 0.2329 10/2456 [..............................] - ETA: 40:48 - loss: 727.9549 - logits_profile_predictions_loss: 722.5577 - logcount_predictions_loss: 0.2316 11/2456 [..............................] - ETA: 40:47 - loss: 729.1348 - logits_profile_predictions_loss: 723.7435 - logcount_predictions_loss: 0.2314 12/2456 [..............................] - ETA: 40:46 - loss: 730.9076 - logits_profile_predictions_loss: 725.5217 - logcount_predictions_loss: 0.2312 13/2456 [..............................] - ETA: 40:45 - loss: 732.8250 - logits_profile_predictions_loss: 727.4594 - logcount_predictions_loss: 0.2303 14/2456 [..............................] - ETA: 40:44 - loss: 734.0807 - logits_profile_predictions_loss: 728.7330 - logcount_predictions_loss: 0.2295 15/2456 [..............................] - ETA: 40:43 - loss: 735.6652 - logits_profile_predictions_loss: 730.3402 - logcount_predictions_loss: 0.2285 16/2456 [..............................] - ETA: 40:42 - loss: 736.7072 - logits_profile_predictions_loss: 731.4064 - logcount_predictions_loss: 0.2275 17/2456 [..............................] - ETA: 40:41 - loss: 737.5849 - logits_profile_predictions_loss: 732.3056 - logcount_predictions_loss: 0.2266 18/2456 [..............................] - ETA: 40:40 - loss: 738.1683 - logits_profile_predictions_loss: 732.9136 - logcount_predictions_loss: 0.2255 19/2456 [..............................] - ETA: 40:39 - loss: 738.8847 - logits_profile_predictions_loss: 733.6515 - logcount_predictions_loss: 0.2246 20/2456 [..............................] - ETA: 40:38 - loss: 739.5144 - logits_profile_predictions_loss: 734.2990 - logcount_predictions_loss: 0.2238 21/2456 [..............................] - ETA: 40:37 - loss: 740.1179 - logits_profile_predictions_loss: 734.9196 - logcount_predictions_loss: 0.2231 22/2456 [..............................] - ETA: 40:36 - loss: 740.6533 - logits_profile_predictions_loss: 735.4737 - logcount_predictions_loss: 0.2223 23/2456 [..............................] - ETA: 40:35 - loss: 741.1357 - logits_profile_predictions_loss: 735.9758 - logcount_predictions_loss: 0.2215 24/2456 [..............................] - ETA: 40:34 - loss: 741.3447 - logits_profile_predictions_loss: 736.2053 - logcount_predictions_loss: 0.2206 25/2456 [..............................] - ETA: 40:33 - loss: 741.5270 - logits_profile_predictions_loss: 736.4087 - logcount_predictions_loss: 0.2197 26/2456 [..............................] - ETA: 40:32 - loss: 741.7496 - logits_profile_predictions_loss: 736.6519 - logcount_predictions_loss: 0.2188 27/2456 [..............................] - ETA: 40:30 - loss: 742.0450 - logits_profile_predictions_loss: 736.9658 - logcount_predictions_loss: 0.2180 28/2456 [..............................] - ETA: 40:30 - loss: 742.3923 - logits_profile_predictions_loss: 737.3312 - logcount_predictions_loss: 0.2172 29/2456 [..............................] - ETA: 40:28 - loss: 742.6852 - logits_profile_predictions_loss: 737.6410 - logcount_predictions_loss: 0.2165 30/2456 [..............................] - ETA: 40:27 - loss: 743.0938 - logits_profile_predictions_loss: 738.0663 - logcount_predictions_loss: 0.2158 31/2456 [..............................] - ETA: 40:26 - loss: 743.5450 - logits_profile_predictions_loss: 738.5330 - logcount_predictions_loss: 0.2151 32/2456 [..............................] - ETA: 40:25 - loss: 744.0477 - logits_profile_predictions_loss: 739.0518 - logcount_predictions_loss: 0.2144 33/2456 [..............................] - ETA: 40:24 - loss: 744.5503 - logits_profile_predictions_loss: 739.5678 - logcount_predictions_loss: 0.2138 34/2456 [..............................] - ETA: 40:23 - loss: 745.0312 - logits_profile_predictions_loss: 740.0611 - logcount_predictions_loss: 0.2133 35/2456 [..............................] - ETA: 40:22 - loss: 745.4246 - logits_profile_predictions_loss: 740.4650 - logcount_predictions_loss: 0.2129 36/2456 [..............................] - ETA: 40:22 - loss: 745.8097 - logits_profile_predictions_loss: 740.8605 - logcount_predictions_loss: 0.2124 37/2456 [..............................] - ETA: 40:21 - loss: 746.1517 - logits_profile_predictions_loss: 741.2118 - logcount_predictions_loss: 0.2120 38/2456 [..............................] - ETA: 40:20 - loss: 746.5092 - logits_profile_predictions_loss: 741.5784 - logcount_predictions_loss: 0.2116 39/2456 [..............................] - ETA: 40:18 - loss: 746.9014 - logits_profile_predictions_loss: 741.9769 - logcount_predictions_loss: 0.2114 40/2456 [..............................] - ETA: 40:17 - loss: 747.2873 - logits_profile_predictions_loss: 742.3689 - logcount_predictions_loss: 0.2111 41/2456 [..............................] - ETA: 40:16 - loss: 747.6510 - logits_profile_predictions_loss: 742.7394 - logcount_predictions_loss: 0.2108 42/2456 [..............................] - ETA: 40:16 - loss: 748.0796 - logits_profile_predictions_loss: 743.1757 - logcount_predictions_loss: 0.2105 43/2456 [..............................] - ETA: 40:14 - loss: 748.5126 - logits_profile_predictions_loss: 743.6146 - logcount_predictions_loss: 0.2102 44/2456 [..............................] - ETA: 40:13 - loss: 748.8944 - logits_profile_predictions_loss: 744.0026 - logcount_predictions_loss: 0.2099 45/2456 [..............................] - ETA: 40:12 - loss: 749.2105 - logits_profile_predictions_loss: 744.3241 - logcount_predictions_loss: 0.2097 46/2456 [..............................] - ETA: 40:11 - loss: 749.5800 - logits_profile_predictions_loss: 744.6988 - logcount_predictions_loss: 0.2095 47/2456 [..............................] - ETA: 40:10 - loss: 749.9261 - logits_profile_predictions_loss: 745.0501 - logcount_predictions_loss: 0.2093 48/2456 [..............................] - ETA: 40:10 - loss: 750.3102 - logits_profile_predictions_loss: 745.4397 - logcount_predictions_loss: 0.2090 49/2456 [..............................] - ETA: 40:09 - loss: 750.7163 - 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[..............................] - ETA: 40:02 - loss: 752.7320 - logits_profile_predictions_loss: 747.8893 - logcount_predictions_loss: 0.2078 57/2456 [..............................] - ETA: 40:01 - loss: 752.9174 - logits_profile_predictions_loss: 748.0758 - logcount_predictions_loss: 0.2078 58/2456 [..............................] - ETA: 40:00 - loss: 753.0918 - logits_profile_predictions_loss: 748.2515 - logcount_predictions_loss: 0.2077 59/2456 [..............................] - ETA: 39:59 - loss: 753.2845 - logits_profile_predictions_loss: 748.4454 - logcount_predictions_loss: 0.2077 60/2456 [..............................] - ETA: 39:58 - loss: 753.4342 - logits_profile_predictions_loss: 748.5970 - logcount_predictions_loss: 0.2076 61/2456 [..............................] - ETA: 39:57 - loss: 753.5772 - logits_profile_predictions_loss: 748.7424 - logcount_predictions_loss: 0.2075 62/2456 [..............................] - ETA: 39:56 - loss: 753.7131 - 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[===>..........................] - ETA: 34:37 - loss: 758.6864 - logits_profile_predictions_loss: 753.8293 - logcount_predictions_loss: 0.2084 382/2456 [===>..........................] - ETA: 34:36 - loss: 758.6896 - logits_profile_predictions_loss: 753.8324 - logcount_predictions_loss: 0.2085 383/2456 [===>..........................] - ETA: 34:35 - loss: 758.6928 - logits_profile_predictions_loss: 753.8355 - logcount_predictions_loss: 0.2085 384/2456 [===>..........................] - ETA: 34:34 - loss: 758.6963 - logits_profile_predictions_loss: 753.8387 - logcount_predictions_loss: 0.2085 385/2456 [===>..........................] - ETA: 34:33 - loss: 758.6992 - logits_profile_predictions_loss: 753.8415 - logcount_predictions_loss: 0.2085 386/2456 [===>..........................] - ETA: 34:32 - loss: 758.7022 - logits_profile_predictions_loss: 753.8443 - logcount_predictions_loss: 0.2085 387/2456 [===>..........................] - ETA: 34:31 - loss: 758.7045 - 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[===>..........................] - ETA: 34:24 - loss: 758.7172 - logits_profile_predictions_loss: 753.8579 - logcount_predictions_loss: 0.2085 395/2456 [===>..........................] - ETA: 34:23 - loss: 758.7181 - logits_profile_predictions_loss: 753.8586 - logcount_predictions_loss: 0.2086 396/2456 [===>..........................] - ETA: 34:22 - loss: 758.7189 - logits_profile_predictions_loss: 753.8593 - logcount_predictions_loss: 0.2086 397/2456 [===>..........................] - ETA: 34:21 - loss: 758.7197 - logits_profile_predictions_loss: 753.8599 - logcount_predictions_loss: 0.2086 398/2456 [===>..........................] - ETA: 34:20 - loss: 758.7200 - logits_profile_predictions_loss: 753.8600 - logcount_predictions_loss: 0.2086 399/2456 [===>..........................] - ETA: 34:19 - loss: 758.7199 - logits_profile_predictions_loss: 753.8598 - logcount_predictions_loss: 0.2086 400/2456 [===>..........................] - ETA: 34:18 - loss: 758.7198 - 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[===>..........................] - ETA: 34:11 - loss: 758.7165 - logits_profile_predictions_loss: 753.8552 - logcount_predictions_loss: 0.2086 408/2456 [===>..........................] - ETA: 34:10 - loss: 758.7162 - logits_profile_predictions_loss: 753.8547 - logcount_predictions_loss: 0.2086 409/2456 [===>..........................] - ETA: 34:09 - loss: 758.7153 - logits_profile_predictions_loss: 753.8537 - logcount_predictions_loss: 0.2086 410/2456 [====>.........................] - ETA: 34:08 - loss: 758.7143 - logits_profile_predictions_loss: 753.8525 - logcount_predictions_loss: 0.2087 411/2456 [====>.........................] - ETA: 34:07 - loss: 758.7129 - logits_profile_predictions_loss: 753.8509 - logcount_predictions_loss: 0.2087 412/2456 [====>.........................] - ETA: 34:06 - loss: 758.7113 - logits_profile_predictions_loss: 753.8492 - logcount_predictions_loss: 0.2087 413/2456 [====>.........................] - ETA: 34:05 - loss: 758.7103 - logits_profile_predictions_loss: 753.8481 - logcount_predictions_loss: 0.2087 414/2456 [====>.........................] - ETA: 34:04 - loss: 758.7095 - logits_profile_predictions_loss: 753.8471 - logcount_predictions_loss: 0.2087 415/2456 [====>.........................] - ETA: 34:03 - loss: 758.7088 - logits_profile_predictions_loss: 753.8461 - logcount_predictions_loss: 0.2087 416/2456 [====>.........................] - ETA: 34:02 - loss: 758.7075 - logits_profile_predictions_loss: 753.8447 - logcount_predictions_loss: 0.2087 417/2456 [====>.........................] - ETA: 34:01 - loss: 758.7066 - logits_profile_predictions_loss: 753.8437 - logcount_predictions_loss: 0.2087 418/2456 [====>.........................] - ETA: 34:00 - loss: 758.7059 - logits_profile_predictions_loss: 753.8428 - logcount_predictions_loss: 0.2087 419/2456 [====>.........................] - ETA: 33:59 - loss: 758.7052 - logits_profile_predictions_loss: 753.8419 - logcount_predictions_loss: 0.2087 420/2456 [====>.........................] - ETA: 33:58 - loss: 758.7042 - logits_profile_predictions_loss: 753.8408 - logcount_predictions_loss: 0.2087 421/2456 [====>.........................] - ETA: 33:57 - loss: 758.7032 - logits_profile_predictions_loss: 753.8396 - logcount_predictions_loss: 0.2087 422/2456 [====>.........................] - ETA: 33:56 - loss: 758.7019 - logits_profile_predictions_loss: 753.8381 - logcount_predictions_loss: 0.2087 423/2456 [====>.........................] - ETA: 33:55 - loss: 758.7007 - logits_profile_predictions_loss: 753.8368 - logcount_predictions_loss: 0.2087 424/2456 [====>.........................] - ETA: 33:54 - loss: 758.6998 - logits_profile_predictions_loss: 753.8357 - logcount_predictions_loss: 0.2087 425/2456 [====>.........................] - ETA: 33:53 - loss: 758.6989 - logits_profile_predictions_loss: 753.8347 - logcount_predictions_loss: 0.2088 426/2456 [====>.........................] - ETA: 33:52 - loss: 758.6982 - logits_profile_predictions_loss: 753.8338 - logcount_predictions_loss: 0.2088 427/2456 [====>.........................] - ETA: 33:51 - loss: 758.6974 - logits_profile_predictions_loss: 753.8328 - logcount_predictions_loss: 0.2088 428/2456 [====>.........................] - ETA: 33:50 - loss: 758.6971 - logits_profile_predictions_loss: 753.8323 - logcount_predictions_loss: 0.2088 429/2456 [====>.........................] - ETA: 33:49 - loss: 758.6968 - logits_profile_predictions_loss: 753.8318 - logcount_predictions_loss: 0.2088 430/2456 [====>.........................] - ETA: 33:48 - loss: 758.6961 - logits_profile_predictions_loss: 753.8311 - logcount_predictions_loss: 0.2088 431/2456 [====>.........................] - ETA: 33:47 - loss: 758.6950 - logits_profile_predictions_loss: 753.8298 - logcount_predictions_loss: 0.2088 432/2456 [====>.........................] - ETA: 33:46 - loss: 758.6943 - logits_profile_predictions_loss: 753.8289 - logcount_predictions_loss: 0.2088 433/2456 [====>.........................] - ETA: 33:45 - loss: 758.6939 - logits_profile_predictions_loss: 753.8284 - logcount_predictions_loss: 0.2088 434/2456 [====>.........................] - ETA: 33:44 - loss: 758.6934 - logits_profile_predictions_loss: 753.8277 - logcount_predictions_loss: 0.2088 435/2456 [====>.........................] - ETA: 33:43 - loss: 758.6929 - logits_profile_predictions_loss: 753.8271 - logcount_predictions_loss: 0.2088 436/2456 [====>.........................] - ETA: 33:42 - loss: 758.6923 - logits_profile_predictions_loss: 753.8263 - logcount_predictions_loss: 0.2088 437/2456 [====>.........................] - ETA: 33:41 - loss: 758.6920 - logits_profile_predictions_loss: 753.8259 - logcount_predictions_loss: 0.2088 438/2456 [====>.........................] - ETA: 33:40 - loss: 758.6912 - logits_profile_predictions_loss: 753.8250 - logcount_predictions_loss: 0.2088 439/2456 [====>.........................] - ETA: 33:39 - loss: 758.6905 - logits_profile_predictions_loss: 753.8242 - logcount_predictions_loss: 0.2088 440/2456 [====>.........................] - ETA: 33:38 - loss: 758.6897 - logits_profile_predictions_loss: 753.8232 - logcount_predictions_loss: 0.2089 441/2456 [====>.........................] - ETA: 33:37 - loss: 758.6891 - logits_profile_predictions_loss: 753.8224 - logcount_predictions_loss: 0.2089 442/2456 [====>.........................] - ETA: 33:36 - loss: 758.6886 - logits_profile_predictions_loss: 753.8217 - logcount_predictions_loss: 0.2089 443/2456 [====>.........................] - ETA: 33:35 - loss: 758.6882 - logits_profile_predictions_loss: 753.8211 - logcount_predictions_loss: 0.2089 444/2456 [====>.........................] - ETA: 33:33 - loss: 758.6876 - logits_profile_predictions_loss: 753.8204 - logcount_predictions_loss: 0.2089 445/2456 [====>.........................] - ETA: 33:32 - loss: 758.6876 - logits_profile_predictions_loss: 753.8202 - logcount_predictions_loss: 0.2089 446/2456 [====>.........................] - ETA: 33:31 - loss: 758.6877 - logits_profile_predictions_loss: 753.8201 - logcount_predictions_loss: 0.2089 447/2456 [====>.........................] - ETA: 33:30 - loss: 758.6878 - logits_profile_predictions_loss: 753.8200 - logcount_predictions_loss: 0.2089 448/2456 [====>.........................] - ETA: 33:29 - loss: 758.6876 - logits_profile_predictions_loss: 753.8196 - logcount_predictions_loss: 0.2089 449/2456 [====>.........................] - ETA: 33:28 - loss: 758.6870 - logits_profile_predictions_loss: 753.8188 - logcount_predictions_loss: 0.2089 450/2456 [====>.........................] - ETA: 33:27 - loss: 758.6864 - logits_profile_predictions_loss: 753.8181 - logcount_predictions_loss: 0.2089 451/2456 [====>.........................] - ETA: 33:26 - loss: 758.6855 - logits_profile_predictions_loss: 753.8170 - logcount_predictions_loss: 0.2089 452/2456 [====>.........................] - ETA: 33:25 - loss: 758.6845 - logits_profile_predictions_loss: 753.8158 - logcount_predictions_loss: 0.2089 453/2456 [====>.........................] - ETA: 33:24 - loss: 758.6835 - logits_profile_predictions_loss: 753.8146 - logcount_predictions_loss: 0.2090 454/2456 [====>.........................] - ETA: 33:23 - loss: 758.6829 - logits_profile_predictions_loss: 753.8138 - logcount_predictions_loss: 0.2090 455/2456 [====>.........................] - ETA: 33:22 - loss: 758.6826 - logits_profile_predictions_loss: 753.8132 - logcount_predictions_loss: 0.2090 456/2456 [====>.........................] - ETA: 33:21 - loss: 758.6822 - logits_profile_predictions_loss: 753.8126 - logcount_predictions_loss: 0.2090 457/2456 [====>.........................] - ETA: 33:20 - loss: 758.6812 - logits_profile_predictions_loss: 753.8114 - logcount_predictions_loss: 0.2090 458/2456 [====>.........................] - ETA: 33:19 - loss: 758.6803 - logits_profile_predictions_loss: 753.8104 - logcount_predictions_loss: 0.2090 459/2456 [====>.........................] - ETA: 33:18 - loss: 758.6796 - logits_profile_predictions_loss: 753.8095 - logcount_predictions_loss: 0.2090 460/2456 [====>.........................] - ETA: 33:17 - loss: 758.6787 - logits_profile_predictions_loss: 753.8084 - logcount_predictions_loss: 0.2090 461/2456 [====>.........................] - ETA: 33:16 - loss: 758.6781 - logits_profile_predictions_loss: 753.8076 - logcount_predictions_loss: 0.2090 462/2456 [====>.........................] - ETA: 33:15 - loss: 758.6780 - logits_profile_predictions_loss: 753.8073 - logcount_predictions_loss: 0.2090 463/2456 [====>.........................] - ETA: 33:14 - loss: 758.6779 - logits_profile_predictions_loss: 753.8070 - logcount_predictions_loss: 0.2090 464/2456 [====>.........................] - ETA: 33:13 - loss: 758.6777 - logits_profile_predictions_loss: 753.8066 - logcount_predictions_loss: 0.2090 465/2456 [====>.........................] - ETA: 33:12 - loss: 758.6772 - 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[=====>........................] - ETA: 32:26 - loss: 758.6984 - logits_profile_predictions_loss: 753.8182 - logcount_predictions_loss: 0.2094 512/2456 [=====>........................] - ETA: 32:25 - loss: 758.7002 - logits_profile_predictions_loss: 753.8199 - logcount_predictions_loss: 0.2094 513/2456 [=====>........................] - ETA: 32:24 - loss: 758.7020 - logits_profile_predictions_loss: 753.8215 - logcount_predictions_loss: 0.2095 514/2456 [=====>........................] - ETA: 32:23 - loss: 758.7038 - logits_profile_predictions_loss: 753.8231 - logcount_predictions_loss: 0.2095 515/2456 [=====>........................] - ETA: 32:22 - loss: 758.7056 - logits_profile_predictions_loss: 753.8247 - logcount_predictions_loss: 0.2095 516/2456 [=====>........................] - ETA: 32:21 - loss: 758.7072 - logits_profile_predictions_loss: 753.8261 - logcount_predictions_loss: 0.2095 517/2456 [=====>........................] - ETA: 32:20 - loss: 758.7086 - 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[=====>........................] - ETA: 32:13 - loss: 758.7188 - logits_profile_predictions_loss: 753.8363 - logcount_predictions_loss: 0.2095 525/2456 [=====>........................] - ETA: 32:12 - loss: 758.7201 - logits_profile_predictions_loss: 753.8373 - logcount_predictions_loss: 0.2095 526/2456 [=====>........................] - ETA: 32:11 - loss: 758.7212 - logits_profile_predictions_loss: 753.8383 - logcount_predictions_loss: 0.2096 527/2456 [=====>........................] - ETA: 32:10 - loss: 758.7224 - logits_profile_predictions_loss: 753.8393 - logcount_predictions_loss: 0.2096 528/2456 [=====>........................] - ETA: 32:09 - loss: 758.7238 - logits_profile_predictions_loss: 753.8405 - logcount_predictions_loss: 0.2096 529/2456 [=====>........................] - ETA: 32:08 - loss: 758.7253 - logits_profile_predictions_loss: 753.8419 - logcount_predictions_loss: 0.2096 530/2456 [=====>........................] - ETA: 32:07 - loss: 758.7267 - 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[=====>........................] - ETA: 32:00 - loss: 758.7342 - logits_profile_predictions_loss: 753.8495 - logcount_predictions_loss: 0.2096 538/2456 [=====>........................] - ETA: 31:59 - loss: 758.7354 - logits_profile_predictions_loss: 753.8505 - logcount_predictions_loss: 0.2096 539/2456 [=====>........................] - ETA: 31:58 - loss: 758.7363 - logits_profile_predictions_loss: 753.8512 - logcount_predictions_loss: 0.2096 540/2456 [=====>........................] - ETA: 31:57 - loss: 758.7372 - logits_profile_predictions_loss: 753.8520 - logcount_predictions_loss: 0.2097 541/2456 [=====>........................] - ETA: 31:56 - loss: 758.7378 - logits_profile_predictions_loss: 753.8524 - logcount_predictions_loss: 0.2097 542/2456 [=====>........................] - ETA: 31:55 - loss: 758.7380 - logits_profile_predictions_loss: 753.8525 - logcount_predictions_loss: 0.2097 543/2456 [=====>........................] - ETA: 31:54 - loss: 758.7384 - 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[============================>.] - ETA: 1:13 - loss: 759.2228 - logits_profile_predictions_loss: 754.2480 - logcount_predictions_loss: 0.2135 2384/2456 [============================>.] - ETA: 1:12 - loss: 759.2232 - logits_profile_predictions_loss: 754.2484 - logcount_predictions_loss: 0.2135 2385/2456 [============================>.] - ETA: 1:11 - loss: 759.2235 - logits_profile_predictions_loss: 754.2487 - logcount_predictions_loss: 0.2135 2386/2456 [============================>.] - ETA: 1:10 - loss: 759.2239 - logits_profile_predictions_loss: 754.2490 - logcount_predictions_loss: 0.2135 2387/2456 [============================>.] - ETA: 1:09 - loss: 759.2242 - logits_profile_predictions_loss: 754.2493 - logcount_predictions_loss: 0.2135 2388/2456 [============================>.] - ETA: 1:08 - loss: 759.2245 - logits_profile_predictions_loss: 754.2496 - logcount_predictions_loss: 0.2135 2389/2456 [============================>.] - ETA: 1:07 - loss: 759.2248 - 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[============================>.] - ETA: 1:00 - loss: 759.2268 - logits_profile_predictions_loss: 754.2518 - logcount_predictions_loss: 0.2135 2397/2456 [============================>.] - ETA: 59s - loss: 759.2270 - logits_profile_predictions_loss: 754.2521 - logcount_predictions_loss: 0.2135  2398/2456 [============================>.] - ETA: 58s - loss: 759.2273 - logits_profile_predictions_loss: 754.2524 - logcount_predictions_loss: 0.2135 2399/2456 [============================>.] - ETA: 57s - loss: 759.2276 - logits_profile_predictions_loss: 754.2526 - logcount_predictions_loss: 0.2135 2400/2456 [============================>.] - ETA: 56s - loss: 759.2279 - logits_profile_predictions_loss: 754.2529 - logcount_predictions_loss: 0.2135 2401/2456 [============================>.] - ETA: 55s - loss: 759.2282 - logits_profile_predictions_loss: 754.2532 - logcount_predictions_loss: 0.2135 2402/2456 [============================>.] - ETA: 54s - loss: 759.2284 - 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[============================>.] - ETA: 47s - loss: 759.2302 - logits_profile_predictions_loss: 754.2552 - logcount_predictions_loss: 0.2135 2410/2456 [============================>.] - ETA: 46s - loss: 759.2305 - logits_profile_predictions_loss: 754.2554 - logcount_predictions_loss: 0.2135 2411/2456 [============================>.] - ETA: 45s - loss: 759.2308 - logits_profile_predictions_loss: 754.2557 - logcount_predictions_loss: 0.2135 2412/2456 [============================>.] - ETA: 44s - loss: 759.2311 - logits_profile_predictions_loss: 754.2560 - logcount_predictions_loss: 0.2135 2413/2456 [============================>.] - ETA: 43s - loss: 759.2313 - logits_profile_predictions_loss: 754.2562 - logcount_predictions_loss: 0.2135 2414/2456 [============================>.] - ETA: 42s - loss: 759.2316 - logits_profile_predictions_loss: 754.2565 - logcount_predictions_loss: 0.2135 2415/2456 [============================>.] - ETA: 41s - loss: 759.2319 - 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[============================>.] - ETA: 34s - loss: 759.2338 - logits_profile_predictions_loss: 754.2586 - logcount_predictions_loss: 0.2135 2423/2456 [============================>.] - ETA: 33s - loss: 759.2341 - logits_profile_predictions_loss: 754.2589 - logcount_predictions_loss: 0.2135 2424/2456 [============================>.] - ETA: 32s - loss: 759.2343 - logits_profile_predictions_loss: 754.2591 - logcount_predictions_loss: 0.2135 2425/2456 [============================>.] - ETA: 31s - loss: 759.2346 - logits_profile_predictions_loss: 754.2594 - logcount_predictions_loss: 0.2135 2426/2456 [============================>.] - ETA: 30s - loss: 759.2349 - logits_profile_predictions_loss: 754.2596 - logcount_predictions_loss: 0.2135 2427/2456 [============================>.] - ETA: 29s - loss: 759.2351 - logits_profile_predictions_loss: 754.2599 - logcount_predictions_loss: 0.2135 2428/2456 [============================>.] - ETA: 28s - loss: 759.2354 - 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[============================>.] - ETA: 21s - loss: 759.2373 - logits_profile_predictions_loss: 754.2619 - logcount_predictions_loss: 0.2135 2436/2456 [============================>.] - ETA: 20s - loss: 759.2375 - logits_profile_predictions_loss: 754.2622 - logcount_predictions_loss: 0.2135 2437/2456 [============================>.] - ETA: 19s - loss: 759.2378 - logits_profile_predictions_loss: 754.2625 - logcount_predictions_loss: 0.2135 2438/2456 [============================>.] - ETA: 18s - loss: 759.2381 - logits_profile_predictions_loss: 754.2627 - logcount_predictions_loss: 0.2135 2439/2456 [============================>.] - ETA: 17s - loss: 759.2384 - logits_profile_predictions_loss: 754.2631 - logcount_predictions_loss: 0.2135 2440/2456 [============================>.] - ETA: 16s - loss: 759.2387 - logits_profile_predictions_loss: 754.2634 - logcount_predictions_loss: 0.2135 2441/2456 [============================>.] - ETA: 15s - loss: 759.2390 - logits_profile_predictions_loss: 754.2637 - logcount_predictions_loss: 0.2135 2442/2456 [============================>.] - ETA: 14s - loss: 759.2393 - logits_profile_predictions_loss: 754.2640 - logcount_predictions_loss: 0.2135 2443/2456 [============================>.] - ETA: 13s - loss: 759.2397 - logits_profile_predictions_loss: 754.2643 - logcount_predictions_loss: 0.2135 2444/2456 [============================>.] - ETA: 12s - loss: 759.2400 - logits_profile_predictions_loss: 754.2646 - logcount_predictions_loss: 0.2135 2445/2456 [============================>.] - ETA: 11s - loss: 759.2403 - logits_profile_predictions_loss: 754.2649 - logcount_predictions_loss: 0.2135 2446/2456 [============================>.] - ETA: 10s - loss: 759.2406 - logits_profile_predictions_loss: 754.2652 - logcount_predictions_loss: 0.2135 2447/2456 [============================>.] - ETA: 9s - loss: 759.2409 - logits_profile_predictions_loss: 754.2655 - logcount_predictions_loss: 0.2135  2448/2456 [============================>.] - ETA: 8s - loss: 759.2413 - logits_profile_predictions_loss: 754.2658 - logcount_predictions_loss: 0.2135 2449/2456 [============================>.] - ETA: 7s - loss: 759.2416 - logits_profile_predictions_loss: 754.2661 - logcount_predictions_loss: 0.2135 2450/2456 [============================>.] - ETA: 6s - loss: 759.2419 - logits_profile_predictions_loss: 754.2664 - logcount_predictions_loss: 0.2135 2451/2456 [============================>.] - ETA: 5s - loss: 759.2422 - logits_profile_predictions_loss: 754.2667 - logcount_predictions_loss: 0.2135 2452/2456 [============================>.] - ETA: 4s - loss: 759.2425 - logits_profile_predictions_loss: 754.2671 - logcount_predictions_loss: 0.2135 2453/2456 [============================>.] - ETA: 3s - loss: 759.2428 - logits_profile_predictions_loss: 754.2674 - logcount_predictions_loss: 0.2135 2454/2456 [============================>.] - ETA: 2s - loss: 759.2431 - logits_profile_predictions_loss: 754.2677 - logcount_predictions_loss: 0.2135 2455/2456 [============================>.] - ETA: 1s - loss: 759.2435 - logits_profile_predictions_loss: 754.2680 - logcount_predictions_loss: 0.2135 2456/2456 [==============================] - ETA: 0s - loss: 759.2438 - logits_profile_predictions_loss: 754.2683 - logcount_predictions_loss: 0.2135 2456/2456 [==============================] - 2559s 1s/step - loss: 759.2442 - logits_profile_predictions_loss: 754.2687 - logcount_predictions_loss: 0.2135 - val_loss: 750.9268 - val_logits_profile_predictions_loss: 746.4277 - val_logcount_predictions_loss: 0.1931 Epoch 00007: val_loss did not improve from 749.85114 Epoch 8/50 1/2456 [..............................] - ETA: 42:10 - loss: 732.6198 - logits_profile_predictions_loss: 727.5448 - logcount_predictions_loss: 0.2178 2/2456 [..............................] - ETA: 40:59 - loss: 742.8536 - logits_profile_predictions_loss: 737.7559 - logcount_predictions_loss: 0.2188 3/2456 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[===>..........................] - ETA: 34:32 - loss: 756.0378 - logits_profile_predictions_loss: 751.1415 - logcount_predictions_loss: 0.2101 388/2456 [===>..........................] - ETA: 34:31 - loss: 756.0392 - logits_profile_predictions_loss: 751.1429 - logcount_predictions_loss: 0.2101 389/2456 [===>..........................] - ETA: 34:30 - loss: 756.0407 - logits_profile_predictions_loss: 751.1443 - logcount_predictions_loss: 0.2102 390/2456 [===>..........................] - ETA: 34:29 - loss: 756.0419 - logits_profile_predictions_loss: 751.1454 - logcount_predictions_loss: 0.2102 391/2456 [===>..........................] - ETA: 34:28 - loss: 756.0431 - logits_profile_predictions_loss: 751.1465 - logcount_predictions_loss: 0.2102 392/2456 [===>..........................] - ETA: 34:27 - loss: 756.0446 - logits_profile_predictions_loss: 751.1479 - logcount_predictions_loss: 0.2102 393/2456 [===>..........................] - ETA: 34:26 - loss: 756.0456 - 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[===>..........................] - ETA: 34:19 - loss: 756.0495 - logits_profile_predictions_loss: 751.1519 - logcount_predictions_loss: 0.2102 401/2456 [===>..........................] - ETA: 34:18 - loss: 756.0502 - logits_profile_predictions_loss: 751.1525 - logcount_predictions_loss: 0.2102 402/2456 [===>..........................] - ETA: 34:17 - loss: 756.0503 - logits_profile_predictions_loss: 751.1525 - logcount_predictions_loss: 0.2102 403/2456 [===>..........................] - ETA: 34:16 - loss: 756.0496 - logits_profile_predictions_loss: 751.1518 - logcount_predictions_loss: 0.2102 404/2456 [===>..........................] - ETA: 34:15 - loss: 756.0485 - logits_profile_predictions_loss: 751.1505 - logcount_predictions_loss: 0.2102 405/2456 [===>..........................] - ETA: 34:14 - loss: 756.0472 - logits_profile_predictions_loss: 751.1491 - logcount_predictions_loss: 0.2102 406/2456 [===>..........................] - ETA: 34:13 - loss: 756.0457 - logits_profile_predictions_loss: 751.1475 - logcount_predictions_loss: 0.2102 407/2456 [===>..........................] - ETA: 34:12 - loss: 756.0445 - logits_profile_predictions_loss: 751.1462 - logcount_predictions_loss: 0.2102 408/2456 [===>..........................] - ETA: 34:11 - loss: 756.0429 - logits_profile_predictions_loss: 751.1444 - logcount_predictions_loss: 0.2102 409/2456 [===>..........................] - ETA: 34:10 - loss: 756.0411 - logits_profile_predictions_loss: 751.1425 - logcount_predictions_loss: 0.2102 410/2456 [====>.........................] - ETA: 34:09 - loss: 756.0387 - logits_profile_predictions_loss: 751.1400 - logcount_predictions_loss: 0.2102 411/2456 [====>.........................] - ETA: 34:08 - loss: 756.0362 - logits_profile_predictions_loss: 751.1374 - logcount_predictions_loss: 0.2103 412/2456 [====>.........................] - ETA: 34:07 - loss: 756.0335 - logits_profile_predictions_loss: 751.1345 - logcount_predictions_loss: 0.2103 413/2456 [====>.........................] - ETA: 34:06 - loss: 756.0314 - logits_profile_predictions_loss: 751.1324 - logcount_predictions_loss: 0.2103 414/2456 [====>.........................] - ETA: 34:05 - loss: 756.0289 - logits_profile_predictions_loss: 751.1298 - logcount_predictions_loss: 0.2103 415/2456 [====>.........................] - ETA: 34:04 - loss: 756.0267 - logits_profile_predictions_loss: 751.1275 - logcount_predictions_loss: 0.2103 416/2456 [====>.........................] - ETA: 34:03 - loss: 756.0245 - logits_profile_predictions_loss: 751.1251 - logcount_predictions_loss: 0.2103 417/2456 [====>.........................] - ETA: 34:02 - loss: 756.0221 - logits_profile_predictions_loss: 751.1227 - logcount_predictions_loss: 0.2103 418/2456 [====>.........................] - ETA: 34:01 - loss: 756.0193 - logits_profile_predictions_loss: 751.1198 - logcount_predictions_loss: 0.2103 419/2456 [====>.........................] - ETA: 34:00 - loss: 756.0164 - 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[====>.........................] - ETA: 33:27 - loss: 755.9664 - logits_profile_predictions_loss: 751.0644 - logcount_predictions_loss: 0.2104 453/2456 [====>.........................] - ETA: 33:26 - loss: 755.9670 - logits_profile_predictions_loss: 751.0650 - logcount_predictions_loss: 0.2104 454/2456 [====>.........................] - ETA: 33:25 - loss: 755.9671 - logits_profile_predictions_loss: 751.0650 - logcount_predictions_loss: 0.2104 455/2456 [====>.........................] - ETA: 33:24 - loss: 755.9675 - logits_profile_predictions_loss: 751.0653 - logcount_predictions_loss: 0.2104 456/2456 [====>.........................] - ETA: 33:23 - loss: 755.9675 - logits_profile_predictions_loss: 751.0653 - logcount_predictions_loss: 0.2104 457/2456 [====>.........................] - ETA: 33:22 - loss: 755.9675 - logits_profile_predictions_loss: 751.0653 - logcount_predictions_loss: 0.2104 458/2456 [====>.........................] - ETA: 33:21 - loss: 755.9674 - 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[====>.........................] - ETA: 33:14 - loss: 755.9676 - logits_profile_predictions_loss: 751.0648 - logcount_predictions_loss: 0.2104 466/2456 [====>.........................] - ETA: 33:13 - loss: 755.9675 - logits_profile_predictions_loss: 751.0647 - logcount_predictions_loss: 0.2104 467/2456 [====>.........................] - ETA: 33:12 - loss: 755.9674 - logits_profile_predictions_loss: 751.0645 - logcount_predictions_loss: 0.2104 468/2456 [====>.........................] - ETA: 33:11 - loss: 755.9675 - logits_profile_predictions_loss: 751.0645 - logcount_predictions_loss: 0.2104 469/2456 [====>.........................] - ETA: 33:10 - loss: 755.9674 - logits_profile_predictions_loss: 751.0644 - logcount_predictions_loss: 0.2104 470/2456 [====>.........................] - ETA: 33:09 - loss: 755.9670 - logits_profile_predictions_loss: 751.0638 - logcount_predictions_loss: 0.2104 471/2456 [====>.........................] - ETA: 33:08 - loss: 755.9663 - 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[====>.........................] - ETA: 33:01 - loss: 755.9614 - logits_profile_predictions_loss: 751.0579 - logcount_predictions_loss: 0.2105 479/2456 [====>.........................] - ETA: 33:00 - loss: 755.9615 - logits_profile_predictions_loss: 751.0580 - logcount_predictions_loss: 0.2105 480/2456 [====>.........................] - ETA: 32:59 - loss: 755.9611 - logits_profile_predictions_loss: 751.0575 - logcount_predictions_loss: 0.2105 481/2456 [====>.........................] - ETA: 32:58 - loss: 755.9605 - logits_profile_predictions_loss: 751.0569 - logcount_predictions_loss: 0.2105 482/2456 [====>.........................] - ETA: 32:57 - loss: 755.9597 - logits_profile_predictions_loss: 751.0561 - logcount_predictions_loss: 0.2105 483/2456 [====>.........................] - ETA: 32:56 - loss: 755.9588 - logits_profile_predictions_loss: 751.0552 - logcount_predictions_loss: 0.2105 484/2456 [====>.........................] - ETA: 32:54 - loss: 755.9581 - 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[====>.........................] - ETA: 32:47 - loss: 755.9600 - logits_profile_predictions_loss: 751.0557 - logcount_predictions_loss: 0.2105 492/2456 [=====>........................] - ETA: 32:46 - loss: 755.9615 - logits_profile_predictions_loss: 751.0571 - logcount_predictions_loss: 0.2105 493/2456 [=====>........................] - ETA: 32:45 - loss: 755.9627 - logits_profile_predictions_loss: 751.0582 - logcount_predictions_loss: 0.2105 494/2456 [=====>........................] - ETA: 32:44 - loss: 755.9639 - logits_profile_predictions_loss: 751.0593 - logcount_predictions_loss: 0.2105 495/2456 [=====>........................] - ETA: 32:43 - loss: 755.9652 - logits_profile_predictions_loss: 751.0605 - logcount_predictions_loss: 0.2105 496/2456 [=====>........................] - ETA: 32:42 - loss: 755.9663 - logits_profile_predictions_loss: 751.0616 - logcount_predictions_loss: 0.2105 497/2456 [=====>........................] - ETA: 32:41 - loss: 755.9676 - 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[=====>........................] - ETA: 32:34 - loss: 755.9773 - logits_profile_predictions_loss: 751.0714 - logcount_predictions_loss: 0.2106 505/2456 [=====>........................] - ETA: 32:33 - loss: 755.9784 - logits_profile_predictions_loss: 751.0724 - logcount_predictions_loss: 0.2106 506/2456 [=====>........................] - ETA: 32:32 - loss: 755.9799 - logits_profile_predictions_loss: 751.0737 - logcount_predictions_loss: 0.2106 507/2456 [=====>........................] - ETA: 32:31 - loss: 755.9818 - logits_profile_predictions_loss: 751.0755 - logcount_predictions_loss: 0.2106 508/2456 [=====>........................] - ETA: 32:30 - loss: 755.9841 - logits_profile_predictions_loss: 751.0776 - logcount_predictions_loss: 0.2106 509/2456 [=====>........................] - ETA: 32:29 - loss: 755.9862 - logits_profile_predictions_loss: 751.0796 - logcount_predictions_loss: 0.2106 510/2456 [=====>........................] - ETA: 32:28 - loss: 755.9880 - 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[=====>........................] - ETA: 32:21 - loss: 756.0002 - logits_profile_predictions_loss: 751.0925 - logcount_predictions_loss: 0.2106 518/2456 [=====>........................] - ETA: 32:20 - loss: 756.0026 - logits_profile_predictions_loss: 751.0947 - logcount_predictions_loss: 0.2106 519/2456 [=====>........................] - ETA: 32:19 - loss: 756.0049 - logits_profile_predictions_loss: 751.0969 - logcount_predictions_loss: 0.2106 520/2456 [=====>........................] - ETA: 32:18 - loss: 756.0075 - logits_profile_predictions_loss: 751.0994 - logcount_predictions_loss: 0.2107 521/2456 [=====>........................] - ETA: 32:17 - loss: 756.0100 - logits_profile_predictions_loss: 751.1018 - logcount_predictions_loss: 0.2107 522/2456 [=====>........................] - ETA: 32:16 - loss: 756.0124 - logits_profile_predictions_loss: 751.1040 - logcount_predictions_loss: 0.2107 523/2456 [=====>........................] - ETA: 32:15 - loss: 756.0145 - 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[=====>........................] - ETA: 32:08 - loss: 756.0282 - logits_profile_predictions_loss: 751.1189 - logcount_predictions_loss: 0.2107 531/2456 [=====>........................] - ETA: 32:07 - loss: 756.0303 - logits_profile_predictions_loss: 751.1209 - logcount_predictions_loss: 0.2107 532/2456 [=====>........................] - ETA: 32:06 - loss: 756.0324 - logits_profile_predictions_loss: 751.1229 - logcount_predictions_loss: 0.2107 533/2456 [=====>........................] - ETA: 32:05 - loss: 756.0348 - logits_profile_predictions_loss: 751.1251 - logcount_predictions_loss: 0.2107 534/2456 [=====>........................] - ETA: 32:04 - loss: 756.0371 - logits_profile_predictions_loss: 751.1273 - logcount_predictions_loss: 0.2107 535/2456 [=====>........................] - ETA: 32:03 - loss: 756.0393 - logits_profile_predictions_loss: 751.1294 - logcount_predictions_loss: 0.2107 536/2456 [=====>........................] - ETA: 32:02 - loss: 756.0421 - 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[============================>.] - ETA: 54s - loss: 756.7007 - logits_profile_predictions_loss: 751.7305 - logcount_predictions_loss: 0.2133 2403/2456 [============================>.] - ETA: 53s - loss: 756.7011 - logits_profile_predictions_loss: 751.7309 - logcount_predictions_loss: 0.2133 2404/2456 [============================>.] - ETA: 52s - loss: 756.7015 - logits_profile_predictions_loss: 751.7313 - logcount_predictions_loss: 0.2133 2405/2456 [============================>.] - ETA: 51s - loss: 756.7020 - logits_profile_predictions_loss: 751.7317 - logcount_predictions_loss: 0.2133 2406/2456 [============================>.] - ETA: 50s - loss: 756.7024 - logits_profile_predictions_loss: 751.7322 - logcount_predictions_loss: 0.2133 2407/2456 [============================>.] - ETA: 49s - loss: 756.7028 - logits_profile_predictions_loss: 751.7326 - logcount_predictions_loss: 0.2133 2408/2456 [============================>.] - ETA: 48s - loss: 756.7032 - logits_profile_predictions_loss: 751.7330 - logcount_predictions_loss: 0.2133 2409/2456 [============================>.] - ETA: 47s - loss: 756.7037 - logits_profile_predictions_loss: 751.7335 - logcount_predictions_loss: 0.2133 2410/2456 [============================>.] - ETA: 46s - loss: 756.7041 - logits_profile_predictions_loss: 751.7339 - logcount_predictions_loss: 0.2133 2411/2456 [============================>.] - ETA: 45s - loss: 756.7045 - logits_profile_predictions_loss: 751.7343 - logcount_predictions_loss: 0.2133 2412/2456 [============================>.] - ETA: 44s - loss: 756.7050 - logits_profile_predictions_loss: 751.7348 - logcount_predictions_loss: 0.2133 2413/2456 [============================>.] - ETA: 43s - loss: 756.7054 - logits_profile_predictions_loss: 751.7352 - logcount_predictions_loss: 0.2133 2414/2456 [============================>.] - ETA: 42s - loss: 756.7058 - logits_profile_predictions_loss: 751.7356 - logcount_predictions_loss: 0.2133 2415/2456 [============================>.] - ETA: 41s - loss: 756.7063 - logits_profile_predictions_loss: 751.7361 - logcount_predictions_loss: 0.2133 2416/2456 [============================>.] - ETA: 40s - loss: 756.7067 - logits_profile_predictions_loss: 751.7365 - logcount_predictions_loss: 0.2133 2417/2456 [============================>.] - ETA: 39s - loss: 756.7071 - logits_profile_predictions_loss: 751.7369 - logcount_predictions_loss: 0.2133 2418/2456 [============================>.] - ETA: 38s - loss: 756.7075 - logits_profile_predictions_loss: 751.7373 - logcount_predictions_loss: 0.2133 2419/2456 [============================>.] - ETA: 37s - loss: 756.7079 - logits_profile_predictions_loss: 751.7377 - logcount_predictions_loss: 0.2133 2420/2456 [============================>.] - ETA: 36s - loss: 756.7083 - logits_profile_predictions_loss: 751.7381 - logcount_predictions_loss: 0.2133 2421/2456 [============================>.] - ETA: 35s - loss: 756.7087 - logits_profile_predictions_loss: 751.7385 - logcount_predictions_loss: 0.2133 2422/2456 [============================>.] - ETA: 34s - loss: 756.7091 - logits_profile_predictions_loss: 751.7390 - logcount_predictions_loss: 0.2133 2423/2456 [============================>.] - ETA: 33s - loss: 756.7096 - logits_profile_predictions_loss: 751.7394 - logcount_predictions_loss: 0.2133 2424/2456 [============================>.] - ETA: 32s - loss: 756.7100 - logits_profile_predictions_loss: 751.7398 - logcount_predictions_loss: 0.2133 2425/2456 [============================>.] - ETA: 31s - loss: 756.7104 - logits_profile_predictions_loss: 751.7402 - logcount_predictions_loss: 0.2133 2426/2456 [============================>.] - ETA: 30s - loss: 756.7108 - logits_profile_predictions_loss: 751.7406 - logcount_predictions_loss: 0.2133 2427/2456 [============================>.] - ETA: 29s - loss: 756.7112 - logits_profile_predictions_loss: 751.7410 - logcount_predictions_loss: 0.2133 2428/2456 [============================>.] - ETA: 28s - loss: 756.7115 - logits_profile_predictions_loss: 751.7414 - logcount_predictions_loss: 0.2133 2429/2456 [============================>.] - ETA: 27s - loss: 756.7119 - logits_profile_predictions_loss: 751.7418 - logcount_predictions_loss: 0.2133 2430/2456 [============================>.] - ETA: 26s - loss: 756.7123 - logits_profile_predictions_loss: 751.7421 - logcount_predictions_loss: 0.2133 2431/2456 [============================>.] - ETA: 25s - loss: 756.7126 - logits_profile_predictions_loss: 751.7425 - logcount_predictions_loss: 0.2133 2432/2456 [============================>.] - ETA: 24s - loss: 756.7130 - logits_profile_predictions_loss: 751.7429 - logcount_predictions_loss: 0.2133 2433/2456 [============================>.] - ETA: 23s - loss: 756.7134 - logits_profile_predictions_loss: 751.7433 - logcount_predictions_loss: 0.2133 2434/2456 [============================>.] - ETA: 22s - loss: 756.7138 - logits_profile_predictions_loss: 751.7437 - logcount_predictions_loss: 0.2133 2435/2456 [============================>.] - ETA: 21s - loss: 756.7142 - logits_profile_predictions_loss: 751.7441 - logcount_predictions_loss: 0.2133 2436/2456 [============================>.] - ETA: 20s - loss: 756.7146 - logits_profile_predictions_loss: 751.7444 - logcount_predictions_loss: 0.2133 2437/2456 [============================>.] - ETA: 19s - loss: 756.7150 - logits_profile_predictions_loss: 751.7448 - logcount_predictions_loss: 0.2133 2438/2456 [============================>.] - ETA: 18s - loss: 756.7153 - logits_profile_predictions_loss: 751.7452 - logcount_predictions_loss: 0.2133 2439/2456 [============================>.] - ETA: 17s - loss: 756.7157 - logits_profile_predictions_loss: 751.7456 - logcount_predictions_loss: 0.2133 2440/2456 [============================>.] - ETA: 16s - loss: 756.7161 - logits_profile_predictions_loss: 751.7460 - logcount_predictions_loss: 0.2133 2441/2456 [============================>.] - ETA: 15s - loss: 756.7165 - logits_profile_predictions_loss: 751.7464 - logcount_predictions_loss: 0.2133 2442/2456 [============================>.] - ETA: 14s - loss: 756.7169 - logits_profile_predictions_loss: 751.7468 - logcount_predictions_loss: 0.2133 2443/2456 [============================>.] - ETA: 13s - loss: 756.7173 - logits_profile_predictions_loss: 751.7472 - logcount_predictions_loss: 0.2133 2444/2456 [============================>.] - ETA: 12s - loss: 756.7176 - logits_profile_predictions_loss: 751.7475 - logcount_predictions_loss: 0.2133 2445/2456 [============================>.] - ETA: 11s - loss: 756.7180 - logits_profile_predictions_loss: 751.7479 - logcount_predictions_loss: 0.2133 2446/2456 [============================>.] - ETA: 10s - loss: 756.7184 - logits_profile_predictions_loss: 751.7483 - logcount_predictions_loss: 0.2133 2447/2456 [============================>.] - ETA: 9s - loss: 756.7188 - logits_profile_predictions_loss: 751.7487 - logcount_predictions_loss: 0.2133  2448/2456 [============================>.] - ETA: 8s - loss: 756.7191 - logits_profile_predictions_loss: 751.7490 - logcount_predictions_loss: 0.2133 2449/2456 [============================>.] - ETA: 7s - loss: 756.7195 - logits_profile_predictions_loss: 751.7494 - logcount_predictions_loss: 0.2133 2450/2456 [============================>.] - ETA: 6s - loss: 756.7198 - logits_profile_predictions_loss: 751.7497 - logcount_predictions_loss: 0.2133 2451/2456 [============================>.] - ETA: 5s - loss: 756.7202 - logits_profile_predictions_loss: 751.7501 - logcount_predictions_loss: 0.2133 2452/2456 [============================>.] - ETA: 4s - loss: 756.7205 - logits_profile_predictions_loss: 751.7504 - logcount_predictions_loss: 0.2133 2453/2456 [============================>.] - ETA: 3s - loss: 756.7209 - logits_profile_predictions_loss: 751.7508 - logcount_predictions_loss: 0.2133 2454/2456 [============================>.] - ETA: 2s - loss: 756.7212 - logits_profile_predictions_loss: 751.7511 - logcount_predictions_loss: 0.2133 2455/2456 [============================>.] - ETA: 1s - loss: 756.7216 - logits_profile_predictions_loss: 751.7515 - logcount_predictions_loss: 0.2133 2456/2456 [==============================] - ETA: 0s - loss: 756.7219 - logits_profile_predictions_loss: 751.7518 - logcount_predictions_loss: 0.2133 2456/2456 [==============================] - 2561s 1s/step - loss: 756.7223 - logits_profile_predictions_loss: 751.7522 - logcount_predictions_loss: 0.2133 - val_loss: 750.6802 - val_logits_profile_predictions_loss: 746.6250 - val_logcount_predictions_loss: 0.1740 Epoch 00008: val_loss did not improve from 749.85114 Epoch 9/50 1/2456 [..............................] - ETA: 41:55 - loss: 840.5020 - logits_profile_predictions_loss: 837.5519 - logcount_predictions_loss: 0.1266 2/2456 [..............................] - ETA: 40:56 - loss: 826.5325 - logits_profile_predictions_loss: 823.2700 - logcount_predictions_loss: 0.1400 3/2456 [..............................] - ETA: 40:56 - loss: 808.8025 - logits_profile_predictions_loss: 805.4634 - logcount_predictions_loss: 0.1433 4/2456 [..............................] - ETA: 40:57 - loss: 798.1684 - logits_profile_predictions_loss: 794.8431 - logcount_predictions_loss: 0.1427 5/2456 [..............................] - ETA: 40:55 - loss: 793.0704 - logits_profile_predictions_loss: 789.6800 - logcount_predictions_loss: 0.1455 6/2456 [..............................] - ETA: 40:54 - loss: 789.0627 - logits_profile_predictions_loss: 785.6080 - logcount_predictions_loss: 0.1483 7/2456 [..............................] - ETA: 40:53 - loss: 786.4540 - logits_profile_predictions_loss: 782.9204 - logcount_predictions_loss: 0.1517 8/2456 [..............................] - ETA: 40:53 - loss: 783.9004 - logits_profile_predictions_loss: 780.3312 - logcount_predictions_loss: 0.1532 9/2456 [..............................] - ETA: 40:52 - loss: 782.6472 - logits_profile_predictions_loss: 779.0246 - logcount_predictions_loss: 0.1555 10/2456 [..............................] - ETA: 40:51 - loss: 780.6164 - logits_profile_predictions_loss: 776.9568 - logcount_predictions_loss: 0.1571 11/2456 [..............................] - ETA: 40:50 - loss: 779.4636 - logits_profile_predictions_loss: 775.7657 - logcount_predictions_loss: 0.1587 12/2456 [..............................] - ETA: 40:49 - loss: 779.0011 - logits_profile_predictions_loss: 775.2296 - logcount_predictions_loss: 0.1619 13/2456 [..............................] - ETA: 40:48 - loss: 778.3234 - logits_profile_predictions_loss: 774.4880 - logcount_predictions_loss: 0.1646 14/2456 [..............................] - ETA: 40:47 - loss: 777.4251 - logits_profile_predictions_loss: 773.5420 - logcount_predictions_loss: 0.1667 15/2456 [..............................] - ETA: 40:45 - loss: 776.6033 - logits_profile_predictions_loss: 772.6843 - logcount_predictions_loss: 0.1682 16/2456 [..............................] - ETA: 40:44 - loss: 776.0294 - logits_profile_predictions_loss: 772.0781 - logcount_predictions_loss: 0.1696 17/2456 [..............................] - ETA: 40:43 - loss: 775.4097 - logits_profile_predictions_loss: 771.4320 - logcount_predictions_loss: 0.1707 18/2456 [..............................] - ETA: 40:42 - loss: 774.7519 - logits_profile_predictions_loss: 770.7567 - logcount_predictions_loss: 0.1715 19/2456 [..............................] - ETA: 40:41 - loss: 773.9815 - logits_profile_predictions_loss: 769.9636 - logcount_predictions_loss: 0.1724 20/2456 [..............................] - ETA: 40:40 - loss: 773.3420 - logits_profile_predictions_loss: 769.3075 - logcount_predictions_loss: 0.1732 21/2456 [..............................] - ETA: 40:39 - loss: 772.8463 - logits_profile_predictions_loss: 768.7978 - logcount_predictions_loss: 0.1738 22/2456 [..............................] - ETA: 40:38 - loss: 772.3118 - logits_profile_predictions_loss: 768.2344 - logcount_predictions_loss: 0.1750 23/2456 [..............................] - ETA: 40:37 - loss: 772.1302 - logits_profile_predictions_loss: 768.0286 - logcount_predictions_loss: 0.1760 24/2456 [..............................] - ETA: 40:36 - loss: 771.9656 - logits_profile_predictions_loss: 767.8354 - logcount_predictions_loss: 0.1773 25/2456 [..............................] - ETA: 40:35 - loss: 771.6046 - logits_profile_predictions_loss: 767.4492 - logcount_predictions_loss: 0.1783 26/2456 [..............................] - ETA: 40:34 - loss: 771.2689 - logits_profile_predictions_loss: 767.0912 - logcount_predictions_loss: 0.1793 27/2456 [..............................] - ETA: 40:33 - loss: 771.0228 - logits_profile_predictions_loss: 766.8268 - logcount_predictions_loss: 0.1801 28/2456 [..............................] - ETA: 40:32 - loss: 770.8862 - logits_profile_predictions_loss: 766.6759 - logcount_predictions_loss: 0.1807 29/2456 [..............................] - ETA: 40:31 - loss: 770.6927 - logits_profile_predictions_loss: 766.4708 - logcount_predictions_loss: 0.1812 30/2456 [..............................] - ETA: 40:30 - loss: 770.4856 - logits_profile_predictions_loss: 766.2542 - logcount_predictions_loss: 0.1816 31/2456 [..............................] - ETA: 40:29 - loss: 770.2124 - logits_profile_predictions_loss: 765.9722 - logcount_predictions_loss: 0.1820 32/2456 [..............................] - ETA: 40:28 - loss: 769.8525 - logits_profile_predictions_loss: 765.6050 - logcount_predictions_loss: 0.1823 33/2456 [..............................] - ETA: 40:27 - loss: 769.5639 - logits_profile_predictions_loss: 765.3087 - logcount_predictions_loss: 0.1826 34/2456 [..............................] - ETA: 40:26 - loss: 769.1652 - logits_profile_predictions_loss: 764.8960 - logcount_predictions_loss: 0.1832 35/2456 [..............................] - ETA: 40:24 - loss: 768.8321 - logits_profile_predictions_loss: 764.5499 - logcount_predictions_loss: 0.1838 36/2456 [..............................] - ETA: 40:23 - loss: 768.5223 - logits_profile_predictions_loss: 764.2280 - logcount_predictions_loss: 0.1843 37/2456 [..............................] - ETA: 40:22 - loss: 768.3135 - logits_profile_predictions_loss: 764.0086 - logcount_predictions_loss: 0.1848 38/2456 [..............................] - ETA: 40:21 - loss: 768.0784 - logits_profile_predictions_loss: 763.7625 - logcount_predictions_loss: 0.1852 39/2456 [..............................] - ETA: 40:20 - loss: 767.7877 - logits_profile_predictions_loss: 763.4621 - logcount_predictions_loss: 0.1856 40/2456 [..............................] - ETA: 40:19 - loss: 767.5001 - logits_profile_predictions_loss: 763.1653 - logcount_predictions_loss: 0.1860 41/2456 [..............................] - ETA: 40:18 - loss: 767.3345 - logits_profile_predictions_loss: 762.9917 - logcount_predictions_loss: 0.1864 42/2456 [..............................] - ETA: 40:17 - loss: 767.1150 - logits_profile_predictions_loss: 762.7653 - logcount_predictions_loss: 0.1867 43/2456 [..............................] - ETA: 40:16 - loss: 766.9218 - logits_profile_predictions_loss: 762.5654 - logcount_predictions_loss: 0.1870 44/2456 [..............................] - ETA: 40:15 - loss: 766.7478 - logits_profile_predictions_loss: 762.3849 - logcount_predictions_loss: 0.1873 45/2456 [..............................] - ETA: 40:14 - loss: 766.5370 - logits_profile_predictions_loss: 762.1682 - logcount_predictions_loss: 0.1875 46/2456 [..............................] - ETA: 40:13 - loss: 766.3293 - logits_profile_predictions_loss: 761.9544 - logcount_predictions_loss: 0.1878 47/2456 [..............................] - ETA: 40:12 - loss: 766.1358 - logits_profile_predictions_loss: 761.7543 - logcount_predictions_loss: 0.1880 48/2456 [..............................] - ETA: 40:11 - loss: 765.9552 - logits_profile_predictions_loss: 761.5677 - logcount_predictions_loss: 0.1883 49/2456 [..............................] - ETA: 40:10 - loss: 765.7994 - logits_profile_predictions_loss: 761.4064 - logcount_predictions_loss: 0.1885 50/2456 [..............................] - ETA: 40:09 - loss: 765.6611 - logits_profile_predictions_loss: 761.2623 - logcount_predictions_loss: 0.1888 51/2456 [..............................] - ETA: 40:08 - loss: 765.5120 - logits_profile_predictions_loss: 761.1078 - logcount_predictions_loss: 0.1890 52/2456 [..............................] - ETA: 40:07 - loss: 765.3771 - logits_profile_predictions_loss: 760.9682 - logcount_predictions_loss: 0.1892 53/2456 [..............................] - ETA: 40:06 - loss: 765.1825 - logits_profile_predictions_loss: 760.7693 - logcount_predictions_loss: 0.1894 54/2456 [..............................] - ETA: 40:05 - loss: 764.9630 - logits_profile_predictions_loss: 760.5463 - logcount_predictions_loss: 0.1896 55/2456 [..............................] - ETA: 40:04 - loss: 764.7439 - logits_profile_predictions_loss: 760.3238 - logcount_predictions_loss: 0.1897 56/2456 [..............................] - ETA: 40:03 - loss: 764.5138 - logits_profile_predictions_loss: 760.0905 - logcount_predictions_loss: 0.1898 57/2456 [..............................] - ETA: 40:02 - loss: 764.2774 - logits_profile_predictions_loss: 759.8486 - logcount_predictions_loss: 0.1901 58/2456 [..............................] - ETA: 40:01 - loss: 764.0255 - logits_profile_predictions_loss: 759.5917 - logcount_predictions_loss: 0.1903 59/2456 [..............................] - ETA: 40:00 - loss: 763.7873 - logits_profile_predictions_loss: 759.3494 - logcount_predictions_loss: 0.1905 60/2456 [..............................] - ETA: 39:59 - loss: 763.5729 - logits_profile_predictions_loss: 759.1307 - logcount_predictions_loss: 0.1907 61/2456 [..............................] - ETA: 39:58 - loss: 763.3936 - logits_profile_predictions_loss: 758.9478 - logcount_predictions_loss: 0.1908 62/2456 [..............................] - ETA: 39:57 - loss: 763.2052 - logits_profile_predictions_loss: 758.7543 - logcount_predictions_loss: 0.1910 63/2456 [..............................] - ETA: 39:56 - loss: 763.0420 - logits_profile_predictions_loss: 758.5862 - logcount_predictions_loss: 0.1912 64/2456 [..............................] - ETA: 39:55 - loss: 762.8935 - logits_profile_predictions_loss: 758.4332 - logcount_predictions_loss: 0.1914 65/2456 [..............................] - ETA: 39:54 - loss: 762.7587 - logits_profile_predictions_loss: 758.2944 - logcount_predictions_loss: 0.1916 66/2456 [..............................] - ETA: 39:53 - loss: 762.6235 - logits_profile_predictions_loss: 758.1550 - logcount_predictions_loss: 0.1918 67/2456 [..............................] - ETA: 39:52 - loss: 762.4803 - logits_profile_predictions_loss: 758.0069 - logcount_predictions_loss: 0.1920 68/2456 [..............................] - ETA: 39:51 - loss: 762.3532 - logits_profile_predictions_loss: 757.8750 - logcount_predictions_loss: 0.1922 69/2456 [..............................] - ETA: 39:50 - loss: 762.2331 - logits_profile_predictions_loss: 757.7502 - logcount_predictions_loss: 0.1924 70/2456 [..............................] - ETA: 39:49 - loss: 762.1525 - logits_profile_predictions_loss: 757.6657 - logcount_predictions_loss: 0.1926 71/2456 [..............................] - ETA: 39:48 - loss: 762.0817 - logits_profile_predictions_loss: 757.5912 - logcount_predictions_loss: 0.1927 72/2456 [..............................] - ETA: 39:47 - loss: 761.9948 - logits_profile_predictions_loss: 757.5009 - logcount_predictions_loss: 0.1929 73/2456 [..............................] - ETA: 39:46 - loss: 761.9168 - logits_profile_predictions_loss: 757.4199 - logcount_predictions_loss: 0.1930 74/2456 [..............................] - ETA: 39:45 - loss: 761.8304 - 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[===>..........................] - ETA: 34:26 - loss: 758.2388 - logits_profile_predictions_loss: 753.4299 - logcount_predictions_loss: 0.2064 394/2456 [===>..........................] - ETA: 34:25 - loss: 758.2335 - logits_profile_predictions_loss: 753.4245 - logcount_predictions_loss: 0.2064 395/2456 [===>..........................] - ETA: 34:24 - loss: 758.2282 - logits_profile_predictions_loss: 753.4190 - logcount_predictions_loss: 0.2064 396/2456 [===>..........................] - ETA: 34:23 - loss: 758.2225 - logits_profile_predictions_loss: 753.4132 - logcount_predictions_loss: 0.2064 397/2456 [===>..........................] - ETA: 34:22 - loss: 758.2172 - logits_profile_predictions_loss: 753.4078 - logcount_predictions_loss: 0.2064 398/2456 [===>..........................] - ETA: 34:21 - loss: 758.2117 - logits_profile_predictions_loss: 753.4021 - logcount_predictions_loss: 0.2064 399/2456 [===>..........................] - ETA: 34:20 - loss: 758.2064 - 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[===>..........................] - ETA: 34:13 - loss: 758.1682 - logits_profile_predictions_loss: 753.3574 - logcount_predictions_loss: 0.2065 407/2456 [===>..........................] - ETA: 34:12 - loss: 758.1633 - logits_profile_predictions_loss: 753.3523 - logcount_predictions_loss: 0.2065 408/2456 [===>..........................] - ETA: 34:11 - loss: 758.1578 - logits_profile_predictions_loss: 753.3467 - logcount_predictions_loss: 0.2065 409/2456 [===>..........................] - ETA: 34:10 - loss: 758.1524 - logits_profile_predictions_loss: 753.3411 - logcount_predictions_loss: 0.2065 410/2456 [====>.........................] - ETA: 34:09 - loss: 758.1473 - logits_profile_predictions_loss: 753.3358 - logcount_predictions_loss: 0.2065 411/2456 [====>.........................] - ETA: 34:08 - loss: 758.1419 - logits_profile_predictions_loss: 753.3303 - logcount_predictions_loss: 0.2065 412/2456 [====>.........................] - ETA: 34:07 - loss: 758.1367 - 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[====>.........................] - ETA: 34:00 - loss: 758.0975 - logits_profile_predictions_loss: 753.2848 - logcount_predictions_loss: 0.2066 420/2456 [====>.........................] - ETA: 33:59 - loss: 758.0916 - logits_profile_predictions_loss: 753.2788 - logcount_predictions_loss: 0.2066 421/2456 [====>.........................] - ETA: 33:58 - loss: 758.0864 - logits_profile_predictions_loss: 753.2735 - logcount_predictions_loss: 0.2066 422/2456 [====>.........................] - ETA: 33:57 - loss: 758.0810 - logits_profile_predictions_loss: 753.2681 - logcount_predictions_loss: 0.2066 423/2456 [====>.........................] - ETA: 33:56 - loss: 758.0761 - logits_profile_predictions_loss: 753.2631 - logcount_predictions_loss: 0.2066 424/2456 [====>.........................] - ETA: 33:55 - loss: 758.0710 - logits_profile_predictions_loss: 753.2578 - logcount_predictions_loss: 0.2066 425/2456 [====>.........................] - ETA: 33:54 - loss: 758.0662 - 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[====>.........................] - ETA: 33:47 - loss: 758.0343 - logits_profile_predictions_loss: 753.2207 - logcount_predictions_loss: 0.2066 433/2456 [====>.........................] - ETA: 33:46 - loss: 758.0292 - logits_profile_predictions_loss: 753.2155 - logcount_predictions_loss: 0.2066 434/2456 [====>.........................] - ETA: 33:45 - loss: 758.0244 - logits_profile_predictions_loss: 753.2106 - logcount_predictions_loss: 0.2066 435/2456 [====>.........................] - ETA: 33:44 - loss: 758.0197 - logits_profile_predictions_loss: 753.2058 - logcount_predictions_loss: 0.2066 436/2456 [====>.........................] - ETA: 33:43 - loss: 758.0150 - logits_profile_predictions_loss: 753.2011 - logcount_predictions_loss: 0.2066 437/2456 [====>.........................] - ETA: 33:42 - loss: 758.0105 - logits_profile_predictions_loss: 753.1964 - logcount_predictions_loss: 0.2066 438/2456 [====>.........................] - ETA: 33:41 - loss: 758.0059 - 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[====>.........................] - ETA: 33:34 - loss: 757.9787 - logits_profile_predictions_loss: 753.1640 - logcount_predictions_loss: 0.2067 446/2456 [====>.........................] - ETA: 33:33 - loss: 757.9747 - logits_profile_predictions_loss: 753.1598 - logcount_predictions_loss: 0.2067 447/2456 [====>.........................] - ETA: 33:32 - loss: 757.9710 - logits_profile_predictions_loss: 753.1561 - logcount_predictions_loss: 0.2067 448/2456 [====>.........................] - ETA: 33:31 - loss: 757.9669 - logits_profile_predictions_loss: 753.1520 - logcount_predictions_loss: 0.2067 449/2456 [====>.........................] - ETA: 33:30 - loss: 757.9628 - logits_profile_predictions_loss: 753.1477 - logcount_predictions_loss: 0.2067 450/2456 [====>.........................] - ETA: 33:29 - loss: 757.9583 - logits_profile_predictions_loss: 753.1432 - logcount_predictions_loss: 0.2067 451/2456 [====>.........................] - ETA: 33:28 - loss: 757.9539 - logits_profile_predictions_loss: 753.1387 - logcount_predictions_loss: 0.2067 452/2456 [====>.........................] - ETA: 33:27 - loss: 757.9497 - logits_profile_predictions_loss: 753.1344 - logcount_predictions_loss: 0.2067 453/2456 [====>.........................] - ETA: 33:26 - loss: 757.9453 - logits_profile_predictions_loss: 753.1300 - logcount_predictions_loss: 0.2067 454/2456 [====>.........................] - ETA: 33:25 - loss: 757.9406 - logits_profile_predictions_loss: 753.1252 - logcount_predictions_loss: 0.2067 455/2456 [====>.........................] - ETA: 33:24 - loss: 757.9356 - logits_profile_predictions_loss: 753.1202 - logcount_predictions_loss: 0.2067 456/2456 [====>.........................] - ETA: 33:23 - loss: 757.9307 - logits_profile_predictions_loss: 753.1152 - logcount_predictions_loss: 0.2067 457/2456 [====>.........................] - ETA: 33:22 - loss: 757.9257 - logits_profile_predictions_loss: 753.1102 - logcount_predictions_loss: 0.2067 458/2456 [====>.........................] - ETA: 33:21 - loss: 757.9208 - logits_profile_predictions_loss: 753.1052 - logcount_predictions_loss: 0.2067 459/2456 [====>.........................] - ETA: 33:20 - loss: 757.9156 - logits_profile_predictions_loss: 753.1000 - logcount_predictions_loss: 0.2067 460/2456 [====>.........................] - ETA: 33:19 - loss: 757.9104 - logits_profile_predictions_loss: 753.0948 - logcount_predictions_loss: 0.2067 461/2456 [====>.........................] - ETA: 33:18 - loss: 757.9052 - logits_profile_predictions_loss: 753.0895 - logcount_predictions_loss: 0.2067 462/2456 [====>.........................] - ETA: 33:17 - loss: 757.8999 - logits_profile_predictions_loss: 753.0842 - logcount_predictions_loss: 0.2067 463/2456 [====>.........................] - ETA: 33:16 - loss: 757.8946 - logits_profile_predictions_loss: 753.0789 - logcount_predictions_loss: 0.2067 464/2456 [====>.........................] - ETA: 33:15 - loss: 757.8889 - 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[============================>.] - ETA: 1:14 - loss: 757.1206 - logits_profile_predictions_loss: 752.3143 - logcount_predictions_loss: 0.2063 2383/2456 [============================>.] - ETA: 1:13 - loss: 757.1203 - logits_profile_predictions_loss: 752.3140 - logcount_predictions_loss: 0.2063 2384/2456 [============================>.] - ETA: 1:12 - loss: 757.1200 - logits_profile_predictions_loss: 752.3137 - logcount_predictions_loss: 0.2063 2385/2456 [============================>.] - ETA: 1:11 - loss: 757.1196 - logits_profile_predictions_loss: 752.3134 - logcount_predictions_loss: 0.2063 2386/2456 [============================>.] - ETA: 1:10 - loss: 757.1193 - logits_profile_predictions_loss: 752.3130 - logcount_predictions_loss: 0.2063 2387/2456 [============================>.] - ETA: 1:09 - loss: 757.1190 - logits_profile_predictions_loss: 752.3127 - logcount_predictions_loss: 0.2063 2388/2456 [============================>.] - ETA: 1:08 - loss: 757.1186 - 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[============================>.] - ETA: 1:01 - loss: 757.1164 - logits_profile_predictions_loss: 752.3101 - logcount_predictions_loss: 0.2063 2396/2456 [============================>.] - ETA: 1:00 - loss: 757.1161 - logits_profile_predictions_loss: 752.3098 - logcount_predictions_loss: 0.2063 2397/2456 [============================>.] - ETA: 59s - loss: 757.1158 - logits_profile_predictions_loss: 752.3095 - logcount_predictions_loss: 0.2063  2398/2456 [============================>.] - ETA: 58s - loss: 757.1155 - logits_profile_predictions_loss: 752.3092 - logcount_predictions_loss: 0.2063 2399/2456 [============================>.] - ETA: 57s - loss: 757.1152 - logits_profile_predictions_loss: 752.3089 - logcount_predictions_loss: 0.2063 2400/2456 [============================>.] - ETA: 56s - loss: 757.1149 - logits_profile_predictions_loss: 752.3086 - logcount_predictions_loss: 0.2063 2401/2456 [============================>.] - ETA: 55s - loss: 757.1146 - 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[============================>.] - ETA: 48s - loss: 757.1123 - logits_profile_predictions_loss: 752.3060 - logcount_predictions_loss: 0.2063 2409/2456 [============================>.] - ETA: 47s - loss: 757.1120 - logits_profile_predictions_loss: 752.3056 - logcount_predictions_loss: 0.2063 2410/2456 [============================>.] - ETA: 46s - loss: 757.1116 - logits_profile_predictions_loss: 752.3053 - logcount_predictions_loss: 0.2063 2411/2456 [============================>.] - ETA: 45s - loss: 757.1113 - logits_profile_predictions_loss: 752.3050 - logcount_predictions_loss: 0.2063 2412/2456 [============================>.] - ETA: 44s - loss: 757.1110 - logits_profile_predictions_loss: 752.3046 - logcount_predictions_loss: 0.2063 2413/2456 [============================>.] - ETA: 43s - loss: 757.1106 - logits_profile_predictions_loss: 752.3043 - logcount_predictions_loss: 0.2063 2414/2456 [============================>.] - ETA: 42s - loss: 757.1102 - 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[============================>.] - ETA: 35s - loss: 757.1076 - logits_profile_predictions_loss: 752.3012 - logcount_predictions_loss: 0.2063 2422/2456 [============================>.] - ETA: 34s - loss: 757.1072 - logits_profile_predictions_loss: 752.3008 - logcount_predictions_loss: 0.2063 2423/2456 [============================>.] - ETA: 33s - loss: 757.1068 - logits_profile_predictions_loss: 752.3004 - logcount_predictions_loss: 0.2063 2424/2456 [============================>.] - ETA: 32s - loss: 757.1064 - logits_profile_predictions_loss: 752.3000 - logcount_predictions_loss: 0.2063 2425/2456 [============================>.] - ETA: 31s - loss: 757.1060 - logits_profile_predictions_loss: 752.2996 - logcount_predictions_loss: 0.2063 2426/2456 [============================>.] - ETA: 30s - loss: 757.1056 - logits_profile_predictions_loss: 752.2993 - logcount_predictions_loss: 0.2063 2427/2456 [============================>.] - ETA: 29s - loss: 757.1052 - 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[============================>.] - ETA: 22s - loss: 757.1026 - logits_profile_predictions_loss: 752.2963 - logcount_predictions_loss: 0.2063 2435/2456 [============================>.] - ETA: 21s - loss: 757.1023 - logits_profile_predictions_loss: 752.2960 - logcount_predictions_loss: 0.2063 2436/2456 [============================>.] - ETA: 20s - loss: 757.1019 - logits_profile_predictions_loss: 752.2956 - logcount_predictions_loss: 0.2063 2437/2456 [============================>.] - ETA: 19s - loss: 757.1015 - logits_profile_predictions_loss: 752.2952 - logcount_predictions_loss: 0.2063 2438/2456 [============================>.] - ETA: 18s - loss: 757.1012 - logits_profile_predictions_loss: 752.2949 - logcount_predictions_loss: 0.2063 2439/2456 [============================>.] - ETA: 17s - loss: 757.1008 - logits_profile_predictions_loss: 752.2945 - logcount_predictions_loss: 0.2063 2440/2456 [============================>.] - ETA: 16s - loss: 757.1004 - logits_profile_predictions_loss: 752.2941 - logcount_predictions_loss: 0.2063 2441/2456 [============================>.] - ETA: 15s - loss: 757.1001 - logits_profile_predictions_loss: 752.2938 - logcount_predictions_loss: 0.2063 2442/2456 [============================>.] - ETA: 14s - loss: 757.0998 - logits_profile_predictions_loss: 752.2934 - logcount_predictions_loss: 0.2063 2443/2456 [============================>.] - ETA: 13s - loss: 757.0994 - logits_profile_predictions_loss: 752.2931 - logcount_predictions_loss: 0.2063 2444/2456 [============================>.] - ETA: 12s - loss: 757.0990 - logits_profile_predictions_loss: 752.2927 - logcount_predictions_loss: 0.2063 2445/2456 [============================>.] - ETA: 11s - loss: 757.0987 - logits_profile_predictions_loss: 752.2924 - logcount_predictions_loss: 0.2063 2446/2456 [============================>.] - ETA: 10s - loss: 757.0984 - logits_profile_predictions_loss: 752.2921 - logcount_predictions_loss: 0.2063 2447/2456 [============================>.] - ETA: 9s - loss: 757.0980 - logits_profile_predictions_loss: 752.2917 - logcount_predictions_loss: 0.2063  2448/2456 [============================>.] - ETA: 8s - loss: 757.0977 - logits_profile_predictions_loss: 752.2914 - logcount_predictions_loss: 0.2063 2449/2456 [============================>.] - ETA: 7s - loss: 757.0974 - logits_profile_predictions_loss: 752.2911 - logcount_predictions_loss: 0.2063 2450/2456 [============================>.] - ETA: 6s - loss: 757.0971 - logits_profile_predictions_loss: 752.2908 - logcount_predictions_loss: 0.2063 2451/2456 [============================>.] - ETA: 5s - loss: 757.0968 - logits_profile_predictions_loss: 752.2905 - logcount_predictions_loss: 0.2063 2452/2456 [============================>.] - ETA: 4s - loss: 757.0966 - logits_profile_predictions_loss: 752.2902 - logcount_predictions_loss: 0.2063 2453/2456 [============================>.] - ETA: 3s - loss: 757.0963 - logits_profile_predictions_loss: 752.2900 - logcount_predictions_loss: 0.2063 2454/2456 [============================>.] - ETA: 2s - loss: 757.0960 - logits_profile_predictions_loss: 752.2897 - logcount_predictions_loss: 0.2063 2455/2456 [============================>.] - ETA: 1s - loss: 757.0957 - logits_profile_predictions_loss: 752.2893 - logcount_predictions_loss: 0.2063 2456/2456 [==============================] - ETA: 0s - loss: 757.0954 - logits_profile_predictions_loss: 752.2890 - logcount_predictions_loss: 0.2063 2456/2456 [==============================] - 2563s 1s/step - loss: 757.0951 - logits_profile_predictions_loss: 752.2887 - logcount_predictions_loss: 0.2063 - val_loss: 750.5991 - val_logits_profile_predictions_loss: 746.5434 - val_logcount_predictions_loss: 0.1741 Epoch 00009: val_loss did not improve from 749.85114 Epoch 10/50 1/2456 [..............................] - ETA: 41:57 - loss: 677.7062 - logits_profile_predictions_loss: 674.8027 - logcount_predictions_loss: 0.1246 2/2456 [..............................] - ETA: 40:59 - loss: 677.0522 - logits_profile_predictions_loss: 673.8737 - logcount_predictions_loss: 0.1364 3/2456 [..............................] - ETA: 40:57 - loss: 684.3814 - logits_profile_predictions_loss: 681.2002 - logcount_predictions_loss: 0.1365 4/2456 [..............................] - ETA: 40:57 - loss: 693.2666 - logits_profile_predictions_loss: 690.0452 - logcount_predictions_loss: 0.1383 5/2456 [..............................] - ETA: 40:55 - loss: 700.0879 - logits_profile_predictions_loss: 696.7512 - logcount_predictions_loss: 0.1432 6/2456 [..............................] - ETA: 40:54 - loss: 704.1823 - logits_profile_predictions_loss: 700.5578 - logcount_predictions_loss: 0.1556 7/2456 [..............................] - ETA: 40:53 - loss: 707.0629 - logits_profile_predictions_loss: 703.2931 - logcount_predictions_loss: 0.1618 8/2456 [..............................] - ETA: 40:52 - loss: 708.7675 - logits_profile_predictions_loss: 704.8918 - logcount_predictions_loss: 0.1663 9/2456 [..............................] - ETA: 40:51 - loss: 710.7048 - logits_profile_predictions_loss: 706.6899 - logcount_predictions_loss: 0.1723 10/2456 [..............................] - ETA: 40:50 - loss: 712.8646 - logits_profile_predictions_loss: 708.7670 - logcount_predictions_loss: 0.1759 11/2456 [..............................] - ETA: 40:49 - loss: 714.8285 - logits_profile_predictions_loss: 710.6784 - logcount_predictions_loss: 0.1781 12/2456 [..............................] - ETA: 40:48 - loss: 716.1162 - logits_profile_predictions_loss: 711.9314 - logcount_predictions_loss: 0.1796 13/2456 [..............................] - ETA: 40:47 - loss: 717.1751 - logits_profile_predictions_loss: 712.9690 - logcount_predictions_loss: 0.1805 14/2456 [..............................] - ETA: 40:46 - loss: 718.6341 - logits_profile_predictions_loss: 714.4073 - logcount_predictions_loss: 0.1814 15/2456 [..............................] - ETA: 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[============================>.] - ETA: 1:21 - loss: 750.1736 - logits_profile_predictions_loss: 745.6175 - logcount_predictions_loss: 0.1956 2376/2456 [============================>.] - ETA: 1:20 - loss: 750.1734 - logits_profile_predictions_loss: 745.6173 - logcount_predictions_loss: 0.1956 2377/2456 [============================>.] - ETA: 1:19 - loss: 750.1732 - logits_profile_predictions_loss: 745.6172 - logcount_predictions_loss: 0.1956 2378/2456 [============================>.] - ETA: 1:18 - loss: 750.1729 - logits_profile_predictions_loss: 745.6170 - logcount_predictions_loss: 0.1956 2379/2456 [============================>.] - ETA: 1:17 - loss: 750.1727 - logits_profile_predictions_loss: 745.6168 - logcount_predictions_loss: 0.1956 2380/2456 [============================>.] - ETA: 1:16 - loss: 750.1725 - logits_profile_predictions_loss: 745.6166 - logcount_predictions_loss: 0.1956 2381/2456 [============================>.] - ETA: 1:15 - loss: 750.1723 - 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[============================>.] - ETA: 1:08 - loss: 750.1707 - logits_profile_predictions_loss: 745.6151 - logcount_predictions_loss: 0.1955 2389/2456 [============================>.] - ETA: 1:07 - loss: 750.1705 - logits_profile_predictions_loss: 745.6149 - logcount_predictions_loss: 0.1955 2390/2456 [============================>.] - ETA: 1:06 - loss: 750.1703 - logits_profile_predictions_loss: 745.6147 - logcount_predictions_loss: 0.1955 2391/2456 [============================>.] - ETA: 1:05 - loss: 750.1701 - logits_profile_predictions_loss: 745.6145 - logcount_predictions_loss: 0.1955 2392/2456 [============================>.] - ETA: 1:04 - loss: 750.1699 - logits_profile_predictions_loss: 745.6144 - logcount_predictions_loss: 0.1955 2393/2456 [============================>.] - ETA: 1:03 - loss: 750.1697 - logits_profile_predictions_loss: 745.6142 - logcount_predictions_loss: 0.1955 2394/2456 [============================>.] - ETA: 1:02 - loss: 750.1695 - 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[============================>.] - ETA: 55s - loss: 750.1682 - logits_profile_predictions_loss: 745.6129 - logcount_predictions_loss: 0.1955 2402/2456 [============================>.] - ETA: 54s - loss: 750.1679 - logits_profile_predictions_loss: 745.6127 - logcount_predictions_loss: 0.1955 2403/2456 [============================>.] - ETA: 53s - loss: 750.1677 - logits_profile_predictions_loss: 745.6125 - logcount_predictions_loss: 0.1955 2404/2456 [============================>.] - ETA: 52s - loss: 750.1675 - logits_profile_predictions_loss: 745.6123 - logcount_predictions_loss: 0.1955 2405/2456 [============================>.] - ETA: 51s - loss: 750.1673 - logits_profile_predictions_loss: 745.6121 - logcount_predictions_loss: 0.1955 2406/2456 [============================>.] - ETA: 50s - loss: 750.1670 - logits_profile_predictions_loss: 745.6119 - logcount_predictions_loss: 0.1955 2407/2456 [============================>.] - ETA: 49s - loss: 750.1668 - logits_profile_predictions_loss: 745.6117 - logcount_predictions_loss: 0.1955 2408/2456 [============================>.] - ETA: 48s - loss: 750.1665 - logits_profile_predictions_loss: 745.6115 - logcount_predictions_loss: 0.1955 2409/2456 [============================>.] - ETA: 47s - loss: 750.1663 - logits_profile_predictions_loss: 745.6113 - logcount_predictions_loss: 0.1955 2410/2456 [============================>.] - ETA: 46s - loss: 750.1660 - logits_profile_predictions_loss: 745.6111 - logcount_predictions_loss: 0.1955 2411/2456 [============================>.] - ETA: 45s - loss: 750.1658 - logits_profile_predictions_loss: 745.6108 - logcount_predictions_loss: 0.1955 2412/2456 [============================>.] - ETA: 44s - loss: 750.1655 - logits_profile_predictions_loss: 745.6106 - logcount_predictions_loss: 0.1955 2413/2456 [============================>.] - ETA: 43s - loss: 750.1652 - logits_profile_predictions_loss: 745.6104 - logcount_predictions_loss: 0.1955 2414/2456 [============================>.] - ETA: 42s - loss: 750.1650 - logits_profile_predictions_loss: 745.6101 - logcount_predictions_loss: 0.1955 2415/2456 [============================>.] - ETA: 41s - loss: 750.1647 - logits_profile_predictions_loss: 745.6099 - logcount_predictions_loss: 0.1955 2416/2456 [============================>.] - ETA: 40s - loss: 750.1644 - logits_profile_predictions_loss: 745.6097 - logcount_predictions_loss: 0.1955 2417/2456 [============================>.] - ETA: 39s - loss: 750.1642 - logits_profile_predictions_loss: 745.6094 - logcount_predictions_loss: 0.1955 2418/2456 [============================>.] - ETA: 38s - loss: 750.1639 - logits_profile_predictions_loss: 745.6092 - logcount_predictions_loss: 0.1955 2419/2456 [============================>.] - ETA: 37s - loss: 750.1637 - logits_profile_predictions_loss: 745.6090 - logcount_predictions_loss: 0.1955 2420/2456 [============================>.] - ETA: 36s - loss: 750.1634 - logits_profile_predictions_loss: 745.6087 - logcount_predictions_loss: 0.1955 2421/2456 [============================>.] - ETA: 35s - loss: 750.1631 - logits_profile_predictions_loss: 745.6085 - logcount_predictions_loss: 0.1955 2422/2456 [============================>.] - ETA: 34s - loss: 750.1628 - logits_profile_predictions_loss: 745.6082 - logcount_predictions_loss: 0.1955 2423/2456 [============================>.] - ETA: 33s - loss: 750.1626 - logits_profile_predictions_loss: 745.6080 - logcount_predictions_loss: 0.1955 2424/2456 [============================>.] - ETA: 32s - loss: 750.1623 - logits_profile_predictions_loss: 745.6077 - logcount_predictions_loss: 0.1955 2425/2456 [============================>.] - ETA: 31s - loss: 750.1620 - logits_profile_predictions_loss: 745.6075 - logcount_predictions_loss: 0.1955 2426/2456 [============================>.] - ETA: 30s - loss: 750.1618 - logits_profile_predictions_loss: 745.6073 - logcount_predictions_loss: 0.1955 2427/2456 [============================>.] - ETA: 29s - loss: 750.1615 - logits_profile_predictions_loss: 745.6071 - logcount_predictions_loss: 0.1955 2428/2456 [============================>.] - ETA: 28s - loss: 750.1613 - logits_profile_predictions_loss: 745.6068 - logcount_predictions_loss: 0.1955 2429/2456 [============================>.] - ETA: 27s - loss: 750.1610 - logits_profile_predictions_loss: 745.6066 - logcount_predictions_loss: 0.1955 2430/2456 [============================>.] - ETA: 26s - loss: 750.1607 - logits_profile_predictions_loss: 745.6064 - logcount_predictions_loss: 0.1955 2431/2456 [============================>.] - ETA: 25s - loss: 750.1605 - logits_profile_predictions_loss: 745.6061 - logcount_predictions_loss: 0.1955 2432/2456 [============================>.] - ETA: 24s - loss: 750.1602 - logits_profile_predictions_loss: 745.6059 - logcount_predictions_loss: 0.1955 2433/2456 [============================>.] - ETA: 23s - loss: 750.1599 - logits_profile_predictions_loss: 745.6056 - logcount_predictions_loss: 0.1955 2434/2456 [============================>.] - ETA: 22s - loss: 750.1597 - logits_profile_predictions_loss: 745.6054 - logcount_predictions_loss: 0.1955 2435/2456 [============================>.] - ETA: 21s - loss: 750.1594 - logits_profile_predictions_loss: 745.6052 - logcount_predictions_loss: 0.1955 2436/2456 [============================>.] - ETA: 20s - loss: 750.1591 - logits_profile_predictions_loss: 745.6049 - logcount_predictions_loss: 0.1955 2437/2456 [============================>.] - ETA: 19s - loss: 750.1588 - logits_profile_predictions_loss: 745.6046 - logcount_predictions_loss: 0.1955 2438/2456 [============================>.] - ETA: 18s - loss: 750.1584 - logits_profile_predictions_loss: 745.6043 - logcount_predictions_loss: 0.1955 2439/2456 [============================>.] - ETA: 17s - loss: 750.1581 - logits_profile_predictions_loss: 745.6040 - logcount_predictions_loss: 0.1955 2440/2456 [============================>.] - ETA: 16s - loss: 750.1578 - logits_profile_predictions_loss: 745.6037 - logcount_predictions_loss: 0.1955 2441/2456 [============================>.] - ETA: 15s - loss: 750.1574 - logits_profile_predictions_loss: 745.6033 - logcount_predictions_loss: 0.1955 2442/2456 [============================>.] - ETA: 14s - loss: 750.1571 - logits_profile_predictions_loss: 745.6030 - logcount_predictions_loss: 0.1955 2443/2456 [============================>.] - ETA: 13s - loss: 750.1568 - logits_profile_predictions_loss: 745.6027 - logcount_predictions_loss: 0.1955 2444/2456 [============================>.] - ETA: 12s - loss: 750.1564 - logits_profile_predictions_loss: 745.6024 - logcount_predictions_loss: 0.1955 2445/2456 [============================>.] - ETA: 11s - loss: 750.1561 - logits_profile_predictions_loss: 745.6021 - logcount_predictions_loss: 0.1955 2446/2456 [============================>.] - ETA: 10s - loss: 750.1558 - logits_profile_predictions_loss: 745.6018 - logcount_predictions_loss: 0.1955 2447/2456 [============================>.] - ETA: 9s - loss: 750.1554 - logits_profile_predictions_loss: 745.6015 - logcount_predictions_loss: 0.1955  2448/2456 [============================>.] - ETA: 8s - loss: 750.1551 - logits_profile_predictions_loss: 745.6012 - logcount_predictions_loss: 0.1955 2449/2456 [============================>.] - ETA: 7s - loss: 750.1548 - logits_profile_predictions_loss: 745.6009 - logcount_predictions_loss: 0.1955 2450/2456 [============================>.] - ETA: 6s - loss: 750.1544 - logits_profile_predictions_loss: 745.6006 - logcount_predictions_loss: 0.1955 2451/2456 [============================>.] - ETA: 5s - loss: 750.1541 - logits_profile_predictions_loss: 745.6003 - logcount_predictions_loss: 0.1955 2452/2456 [============================>.] - ETA: 4s - loss: 750.1538 - logits_profile_predictions_loss: 745.6000 - logcount_predictions_loss: 0.1955 2453/2456 [============================>.] - ETA: 3s - loss: 750.1534 - logits_profile_predictions_loss: 745.5997 - logcount_predictions_loss: 0.1955 2454/2456 [============================>.] - ETA: 2s - loss: 750.1531 - logits_profile_predictions_loss: 745.5994 - logcount_predictions_loss: 0.1955 2455/2456 [============================>.] - ETA: 1s - loss: 750.1527 - logits_profile_predictions_loss: 745.5991 - logcount_predictions_loss: 0.1955 2456/2456 [==============================] - ETA: 0s - loss: 750.1524 - logits_profile_predictions_loss: 745.5988 - logcount_predictions_loss: 0.1955 2456/2456 [==============================] - 2566s 1s/step - loss: 750.1521 - logits_profile_predictions_loss: 745.5985 - logcount_predictions_loss: 0.1955 - val_loss: 750.0389 - val_logits_profile_predictions_loss: 746.0246 - val_logcount_predictions_loss: 0.1723 Epoch 00010: val_loss did not improve from 749.85114 Epoch 11/50 1/2456 [..............................] - ETA: 41:43 - loss: 659.8226 - logits_profile_predictions_loss: 657.3878 - logcount_predictions_loss: 0.1045 2/2456 [..............................] - ETA: 41:00 - loss: 671.0195 - logits_profile_predictions_loss: 666.6589 - logcount_predictions_loss: 0.1871 3/2456 [..............................] - ETA: 40:59 - loss: 693.5203 - logits_profile_predictions_loss: 688.7681 - logcount_predictions_loss: 0.2040 4/2456 [..............................] - ETA: 40:58 - loss: 709.6541 - logits_profile_predictions_loss: 704.7697 - logcount_predictions_loss: 0.2096 5/2456 [..............................] - ETA: 40:57 - loss: 718.6417 - logits_profile_predictions_loss: 713.7904 - logcount_predictions_loss: 0.2082 6/2456 [..............................] - ETA: 40:55 - loss: 724.8995 - logits_profile_predictions_loss: 720.1271 - logcount_predictions_loss: 0.2048 7/2456 [..............................] - ETA: 40:54 - loss: 729.9375 - logits_profile_predictions_loss: 725.2392 - logcount_predictions_loss: 0.2016 8/2456 [..............................] - ETA: 40:53 - loss: 734.7122 - logits_profile_predictions_loss: 730.1010 - logcount_predictions_loss: 0.1979 9/2456 [..............................] - ETA: 40:52 - loss: 738.3794 - logits_profile_predictions_loss: 733.8498 - logcount_predictions_loss: 0.1944 10/2456 [..............................] - ETA: 40:51 - loss: 740.5169 - logits_profile_predictions_loss: 736.0351 - logcount_predictions_loss: 0.1924 11/2456 [..............................] - ETA: 40:50 - loss: 742.5072 - logits_profile_predictions_loss: 738.0579 - logcount_predictions_loss: 0.1910 12/2456 [..............................] - ETA: 40:49 - loss: 743.8021 - logits_profile_predictions_loss: 739.3876 - logcount_predictions_loss: 0.1895 13/2456 [..............................] - ETA: 40:48 - loss: 744.5806 - logits_profile_predictions_loss: 740.1996 - logcount_predictions_loss: 0.1880 14/2456 [..............................] - ETA: 40:47 - loss: 745.6110 - logits_profile_predictions_loss: 741.2387 - logcount_predictions_loss: 0.1877 15/2456 [..............................] - ETA: 40:46 - loss: 746.6697 - logits_profile_predictions_loss: 742.3006 - logcount_predictions_loss: 0.1875 16/2456 [..............................] - ETA: 40:45 - loss: 747.7783 - logits_profile_predictions_loss: 743.4142 - logcount_predictions_loss: 0.1873 17/2456 [..............................] - ETA: 40:44 - loss: 748.4805 - logits_profile_predictions_loss: 744.1276 - logcount_predictions_loss: 0.1868 18/2456 [..............................] - ETA: 40:43 - loss: 749.2323 - logits_profile_predictions_loss: 744.8909 - logcount_predictions_loss: 0.1863 19/2456 [..............................] - ETA: 40:42 - loss: 749.9033 - logits_profile_predictions_loss: 745.5707 - logcount_predictions_loss: 0.1859 20/2456 [..............................] - ETA: 40:41 - loss: 750.6281 - logits_profile_predictions_loss: 746.2819 - logcount_predictions_loss: 0.1865 21/2456 [..............................] - ETA: 40:40 - loss: 751.3239 - logits_profile_predictions_loss: 746.9637 - logcount_predictions_loss: 0.1871 22/2456 [..............................] - ETA: 40:39 - loss: 752.0859 - logits_profile_predictions_loss: 747.7126 - logcount_predictions_loss: 0.1877 23/2456 [..............................] - ETA: 40:38 - loss: 752.6636 - logits_profile_predictions_loss: 748.2779 - logcount_predictions_loss: 0.1882 24/2456 [..............................] - ETA: 40:37 - loss: 752.8656 - logits_profile_predictions_loss: 748.4712 - logcount_predictions_loss: 0.1886 25/2456 [..............................] - ETA: 40:36 - loss: 752.9740 - logits_profile_predictions_loss: 748.5707 - logcount_predictions_loss: 0.1890 26/2456 [..............................] - ETA: 40:35 - loss: 753.0868 - logits_profile_predictions_loss: 748.6663 - logcount_predictions_loss: 0.1897 27/2456 [..............................] - ETA: 40:34 - loss: 753.1686 - logits_profile_predictions_loss: 748.7217 - logcount_predictions_loss: 0.1909 28/2456 [..............................] - ETA: 40:32 - loss: 753.2501 - logits_profile_predictions_loss: 748.7813 - logcount_predictions_loss: 0.1918 29/2456 [..............................] - ETA: 40:31 - loss: 753.4646 - logits_profile_predictions_loss: 748.9730 - logcount_predictions_loss: 0.1928 30/2456 [..............................] - ETA: 40:30 - loss: 753.6374 - logits_profile_predictions_loss: 749.1269 - logcount_predictions_loss: 0.1936 31/2456 [..............................] - ETA: 40:29 - loss: 753.8177 - logits_profile_predictions_loss: 749.2909 - logcount_predictions_loss: 0.1943 32/2456 [..............................] - ETA: 40:28 - loss: 754.0048 - logits_profile_predictions_loss: 749.4646 - logcount_predictions_loss: 0.1949 33/2456 [..............................] - ETA: 40:27 - loss: 754.1639 - logits_profile_predictions_loss: 749.6116 - logcount_predictions_loss: 0.1954 34/2456 [..............................] - ETA: 40:26 - loss: 754.2585 - logits_profile_predictions_loss: 749.6956 - logcount_predictions_loss: 0.1958 35/2456 [..............................] - ETA: 40:25 - loss: 754.3514 - logits_profile_predictions_loss: 749.7803 - logcount_predictions_loss: 0.1962 36/2456 [..............................] - ETA: 40:24 - loss: 754.4960 - logits_profile_predictions_loss: 749.9182 - logcount_predictions_loss: 0.1965 37/2456 [..............................] - ETA: 40:23 - loss: 754.5652 - logits_profile_predictions_loss: 749.9813 - logcount_predictions_loss: 0.1967 38/2456 [..............................] - ETA: 40:22 - loss: 754.6361 - logits_profile_predictions_loss: 750.0467 - logcount_predictions_loss: 0.1970 39/2456 [..............................] - ETA: 40:21 - loss: 754.7087 - logits_profile_predictions_loss: 750.1141 - logcount_predictions_loss: 0.1972 40/2456 [..............................] - ETA: 40:20 - loss: 754.7074 - logits_profile_predictions_loss: 750.1092 - logcount_predictions_loss: 0.1974 41/2456 [..............................] - ETA: 40:19 - loss: 754.6539 - logits_profile_predictions_loss: 750.0504 - logcount_predictions_loss: 0.1976 42/2456 [..............................] - ETA: 40:18 - loss: 754.5953 - logits_profile_predictions_loss: 749.9883 - logcount_predictions_loss: 0.1977 43/2456 [..............................] - ETA: 40:17 - loss: 754.5087 - logits_profile_predictions_loss: 749.8990 - logcount_predictions_loss: 0.1978 44/2456 [..............................] - ETA: 40:16 - loss: 754.4132 - logits_profile_predictions_loss: 749.7975 - logcount_predictions_loss: 0.1981 45/2456 [..............................] - ETA: 40:15 - loss: 754.3314 - logits_profile_predictions_loss: 749.7091 - logcount_predictions_loss: 0.1984 46/2456 [..............................] - ETA: 40:14 - loss: 754.2717 - logits_profile_predictions_loss: 749.6440 - logcount_predictions_loss: 0.1986 47/2456 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[===========================>..] - ETA: 1:35 - loss: 745.6752 - logits_profile_predictions_loss: 741.2650 - logcount_predictions_loss: 0.1893 2362/2456 [===========================>..] - ETA: 1:34 - loss: 745.6752 - logits_profile_predictions_loss: 741.2650 - logcount_predictions_loss: 0.1893 2363/2456 [===========================>..] - ETA: 1:33 - loss: 745.6753 - logits_profile_predictions_loss: 741.2651 - logcount_predictions_loss: 0.1893 2364/2456 [===========================>..] - ETA: 1:32 - loss: 745.6753 - logits_profile_predictions_loss: 741.2652 - logcount_predictions_loss: 0.1893 2365/2456 [===========================>..] - ETA: 1:31 - loss: 745.6754 - logits_profile_predictions_loss: 741.2653 - logcount_predictions_loss: 0.1893 2366/2456 [===========================>..] - ETA: 1:30 - loss: 745.6754 - logits_profile_predictions_loss: 741.2654 - logcount_predictions_loss: 0.1893 2367/2456 [===========================>..] - ETA: 1:29 - loss: 745.6755 - 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[===========================>..] - ETA: 1:22 - loss: 745.6758 - logits_profile_predictions_loss: 741.2659 - logcount_predictions_loss: 0.1893 2375/2456 [============================>.] - ETA: 1:21 - loss: 745.6758 - logits_profile_predictions_loss: 741.2659 - logcount_predictions_loss: 0.1893 2376/2456 [============================>.] - ETA: 1:20 - loss: 745.6758 - logits_profile_predictions_loss: 741.2660 - logcount_predictions_loss: 0.1893 2377/2456 [============================>.] - ETA: 1:19 - loss: 745.6758 - logits_profile_predictions_loss: 741.2660 - logcount_predictions_loss: 0.1893 2378/2456 [============================>.] - ETA: 1:18 - loss: 745.6758 - logits_profile_predictions_loss: 741.2661 - logcount_predictions_loss: 0.1893 2379/2456 [============================>.] - ETA: 1:17 - loss: 745.6759 - logits_profile_predictions_loss: 741.2661 - logcount_predictions_loss: 0.1893 2380/2456 [============================>.] - ETA: 1:16 - loss: 745.6759 - 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[============================>.] - ETA: 1:09 - loss: 745.6759 - logits_profile_predictions_loss: 741.2664 - logcount_predictions_loss: 0.1893 2388/2456 [============================>.] - ETA: 1:08 - loss: 745.6759 - logits_profile_predictions_loss: 741.2664 - logcount_predictions_loss: 0.1893 2389/2456 [============================>.] - ETA: 1:07 - loss: 745.6759 - logits_profile_predictions_loss: 741.2664 - logcount_predictions_loss: 0.1893 2390/2456 [============================>.] - ETA: 1:06 - loss: 745.6759 - logits_profile_predictions_loss: 741.2664 - logcount_predictions_loss: 0.1893 2391/2456 [============================>.] - ETA: 1:05 - loss: 745.6759 - logits_profile_predictions_loss: 741.2664 - logcount_predictions_loss: 0.1893 2392/2456 [============================>.] - ETA: 1:04 - loss: 745.6758 - logits_profile_predictions_loss: 741.2664 - logcount_predictions_loss: 0.1893 2393/2456 [============================>.] - ETA: 1:03 - loss: 745.6758 - 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[============================>.] - ETA: 56s - loss: 745.6756 - logits_profile_predictions_loss: 741.2664 - logcount_predictions_loss: 0.1892 2401/2456 [============================>.] - ETA: 55s - loss: 745.6756 - logits_profile_predictions_loss: 741.2664 - logcount_predictions_loss: 0.1892 2402/2456 [============================>.] - ETA: 54s - loss: 745.6756 - logits_profile_predictions_loss: 741.2664 - logcount_predictions_loss: 0.1892 2403/2456 [============================>.] - ETA: 53s - loss: 745.6756 - logits_profile_predictions_loss: 741.2664 - logcount_predictions_loss: 0.1892 2404/2456 [============================>.] - ETA: 52s - loss: 745.6756 - logits_profile_predictions_loss: 741.2664 - logcount_predictions_loss: 0.1892 2405/2456 [============================>.] - ETA: 51s - loss: 745.6756 - logits_profile_predictions_loss: 741.2665 - logcount_predictions_loss: 0.1892 2406/2456 [============================>.] - ETA: 50s - loss: 745.6756 - 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[============================>.] - ETA: 43s - loss: 745.6757 - logits_profile_predictions_loss: 741.2668 - logcount_predictions_loss: 0.1892 2414/2456 [============================>.] - ETA: 42s - loss: 745.6757 - logits_profile_predictions_loss: 741.2668 - logcount_predictions_loss: 0.1892 2415/2456 [============================>.] - ETA: 41s - loss: 745.6756 - logits_profile_predictions_loss: 741.2668 - logcount_predictions_loss: 0.1892 2416/2456 [============================>.] - ETA: 40s - loss: 745.6756 - logits_profile_predictions_loss: 741.2667 - logcount_predictions_loss: 0.1892 2417/2456 [============================>.] - ETA: 39s - loss: 745.6755 - logits_profile_predictions_loss: 741.2667 - logcount_predictions_loss: 0.1892 2418/2456 [============================>.] - ETA: 38s - loss: 745.6755 - logits_profile_predictions_loss: 741.2667 - logcount_predictions_loss: 0.1892 2419/2456 [============================>.] - ETA: 37s - loss: 745.6754 - 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[============================>.] - ETA: 17s - loss: 745.6746 - logits_profile_predictions_loss: 741.2663 - logcount_predictions_loss: 0.1892 2440/2456 [============================>.] - ETA: 16s - loss: 745.6746 - logits_profile_predictions_loss: 741.2663 - logcount_predictions_loss: 0.1892 2441/2456 [============================>.] - ETA: 15s - loss: 745.6746 - logits_profile_predictions_loss: 741.2663 - logcount_predictions_loss: 0.1892 2442/2456 [============================>.] - ETA: 14s - loss: 745.6746 - logits_profile_predictions_loss: 741.2663 - logcount_predictions_loss: 0.1892 2443/2456 [============================>.] - ETA: 13s - loss: 745.6745 - logits_profile_predictions_loss: 741.2663 - logcount_predictions_loss: 0.1892 2444/2456 [============================>.] - ETA: 12s - loss: 745.6745 - logits_profile_predictions_loss: 741.2663 - logcount_predictions_loss: 0.1892 2445/2456 [============================>.] - ETA: 11s - loss: 745.6745 - 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[============================>.] - ETA: 4s - loss: 745.6743 - logits_profile_predictions_loss: 741.2663 - logcount_predictions_loss: 0.1892 2453/2456 [============================>.] - ETA: 3s - loss: 745.6743 - logits_profile_predictions_loss: 741.2663 - logcount_predictions_loss: 0.1892 2454/2456 [============================>.] - ETA: 2s - loss: 745.6743 - logits_profile_predictions_loss: 741.2663 - logcount_predictions_loss: 0.1892 2455/2456 [============================>.] - ETA: 1s - loss: 745.6742 - logits_profile_predictions_loss: 741.2663 - logcount_predictions_loss: 0.1892 2456/2456 [==============================] - ETA: 0s - loss: 745.6742 - logits_profile_predictions_loss: 741.2663 - logcount_predictions_loss: 0.1892 2456/2456 [==============================] - 2562s 1s/step - loss: 745.6742 - logits_profile_predictions_loss: 741.2663 - logcount_predictions_loss: 0.1892 - val_loss: 750.4278 - val_logits_profile_predictions_loss: 746.4725 - val_logcount_predictions_loss: 0.1697 Epoch 00011: val_loss did not improve from 749.85114 Restoring model weights from the end of the best epoch. Epoch 00011: early stopping save model save model without bias 2022-10-13_22-19-09: 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//ENCSR433NEX//preprocessing/bigWigs/ENCSR433NEX.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_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/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(39870, 10) loading nonpeaks... got split:test for bed regions:(45047, 10) 0/332 100/332 200/332 300/332 2022-10-13_22-31-57: 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//ENCSR433NEX//preprocessing/bigWigs/ENCSR433NEX.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_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/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(39870, 10) loading nonpeaks... got split:test for bed regions:(45047, 10) 0/332 100/332 200/332 300/332 2022-10-13_22-43-37: 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//ENCSR433NEX//preprocessing/bigWigs/ENCSR433NEX.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_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/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(39870, 10) loading nonpeaks... got split:test for bed regions:(45047, 10) 0/332 100/332 200/332 300/332 2022-10-13_22-48-22: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//footprints 2022-10-13_22-48-22: 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/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_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: 5:44 3/36 [=>............................] - ETA: 48s  4/36 [==>...........................] - ETA: 1:02 5/36 [===>..........................] - ETA: 1:08 6/36 [====>.........................] - ETA: 1:10 7/36 [====>.........................] - ETA: 1:11 8/36 [=====>........................] - ETA: 1:10 9/36 [======>.......................] - ETA: 1:09 10/36 [=======>......................] - ETA: 1:07 11/36 [========>.....................] - ETA: 1:06 12/36 [=========>....................] - ETA: 1:04 13/36 [=========>....................] - ETA: 1:01 14/36 [==========>...................] - ETA: 59s  15/36 [===========>..................] - ETA: 57s 16/36 [============>.................] - ETA: 54s 17/36 [=============>................] - ETA: 52s 18/36 [==============>...............] - ETA: 49s 19/36 [==============>...............] - ETA: 47s 20/36 [===============>..............] - ETA: 44s 21/36 [================>.............] - ETA: 41s 22/36 [=================>............] - ETA: 39s 23/36 [==================>...........] - ETA: 36s 24/36 [===================>..........] - ETA: 33s 25/36 [===================>..........] - ETA: 30s 26/36 [====================>.........] - ETA: 28s 27/36 [=====================>........] - ETA: 25s 28/36 [======================>.......] - ETA: 22s 29/36 [=======================>......] - ETA: 19s 30/36 [========================>.....] - ETA: 16s 31/36 [========================>.....] - ETA: 14s 32/36 [=========================>....] - ETA: 11s 33/36 [==========================>...] - ETA: 8s  34/36 [===========================>..] - ETA: 5s 35/36 [============================>.] - ETA: 2s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 117s 3s/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 1:39 3/36 [=>............................] - ETA: 1:36 4/36 [==>...........................] - ETA: 1:33 5/36 [===>..........................] - ETA: 1:30 6/36 [====>.........................] - ETA: 1:27 7/36 [====>.........................] - ETA: 1:24 8/36 [=====>........................] - ETA: 1:22 9/36 [======>.......................] - ETA: 1:19 10/36 [=======>......................] - ETA: 1:16 11/36 [========>.....................] - ETA: 1:13 12/36 [=========>....................] - ETA: 1:10 13/36 [=========>....................] - ETA: 1:07 14/36 [==========>...................] - ETA: 1:04 15/36 [===========>..................] - ETA: 1:01 16/36 [============>.................] - ETA: 58s  17/36 [=============>................] - ETA: 55s 18/36 [==============>...............] - ETA: 52s 19/36 [==============>...............] - ETA: 49s 20/36 [===============>..............] - ETA: 46s 21/36 [================>.............] - ETA: 43s 22/36 [=================>............] - ETA: 41s 23/36 [==================>...........] - ETA: 38s 24/36 [===================>..........] - ETA: 35s 25/36 [===================>..........] - ETA: 32s 26/36 [====================>.........] - ETA: 29s 27/36 [=====================>........] - ETA: 26s 28/36 [======================>.......] - ETA: 23s 29/36 [=======================>......] - ETA: 20s 30/36 [========================>.....] - ETA: 17s 31/36 [========================>.....] - ETA: 14s 32/36 [=========================>....] - ETA: 11s 33/36 [==========================>...] - ETA: 8s  34/36 [===========================>..] - ETA: 5s 35/36 [============================>.] - ETA: 2s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 105s 3s/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 1:39 3/36 [=>............................] - ETA: 1:36 4/36 [==>...........................] - ETA: 1:33 5/36 [===>..........................] - ETA: 1:30 6/36 [====>.........................] - ETA: 1:27 7/36 [====>.........................] - ETA: 1:25 8/36 [=====>........................] - ETA: 1:22 9/36 [======>.......................] - ETA: 1:19 10/36 [=======>......................] - ETA: 1:16 11/36 [========>.....................] - ETA: 1:13 12/36 [=========>....................] - ETA: 1:10 13/36 [=========>....................] - ETA: 1:07 14/36 [==========>...................] - ETA: 1:04 15/36 [===========>..................] - ETA: 1:01 16/36 [============>.................] - ETA: 58s  17/36 [=============>................] - ETA: 55s 18/36 [==============>...............] - ETA: 52s 19/36 [==============>...............] - ETA: 49s 20/36 [===============>..............] - ETA: 46s 21/36 [================>.............] - ETA: 43s 22/36 [=================>............] - ETA: 41s 23/36 [==================>...........] - ETA: 38s 24/36 [===================>..........] - ETA: 35s 25/36 [===================>..........] - ETA: 32s 26/36 [====================>.........] - ETA: 29s 27/36 [=====================>........] - ETA: 26s 28/36 [======================>.......] - ETA: 23s 29/36 [=======================>......] - ETA: 20s 30/36 [========================>.....] - ETA: 17s 31/36 [========================>.....] - ETA: 14s 32/36 [=========================>....] - ETA: 11s 33/36 [==========================>...] - ETA: 8s  34/36 [===========================>..] - ETA: 5s 35/36 [============================>.] - ETA: 2s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 105s 3s/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 1:39 3/36 [=>............................] - ETA: 1:36 4/36 [==>...........................] - ETA: 1:33 5/36 [===>..........................] - ETA: 1:30 6/36 [====>.........................] - ETA: 1:27 7/36 [====>.........................] - ETA: 1:24 8/36 [=====>........................] - ETA: 1:22 9/36 [======>.......................] - ETA: 1:19 10/36 [=======>......................] - ETA: 1:16 11/36 [========>.....................] - ETA: 1:13 12/36 [=========>....................] - ETA: 1:10 13/36 [=========>....................] - ETA: 1:07 14/36 [==========>...................] - ETA: 1:04 15/36 [===========>..................] - ETA: 1:01 16/36 [============>.................] - ETA: 58s  17/36 [=============>................] - ETA: 55s 18/36 [==============>...............] - ETA: 52s 19/36 [==============>...............] - ETA: 49s 20/36 [===============>..............] - ETA: 46s 21/36 [================>.............] - ETA: 43s 22/36 [=================>............] - ETA: 41s 23/36 [==================>...........] - ETA: 38s 24/36 [===================>..........] - ETA: 35s 25/36 [===================>..........] - ETA: 32s 26/36 [====================>.........] - ETA: 29s 27/36 [=====================>........] - ETA: 26s 28/36 [======================>.......] - ETA: 23s 29/36 [=======================>......] - ETA: 20s 30/36 [========================>.....] - ETA: 17s 31/36 [========================>.....] - ETA: 14s 32/36 [=========================>....] - ETA: 11s 33/36 [==========================>...] - ETA: 8s  34/36 [===========================>..] - ETA: 5s 35/36 [============================>.] - ETA: 2s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 105s 3s/step Saving marginal footprints 2022-10-13_22-56-08: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//footprints 2022-10-13_22-56-08: 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/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_bias_fold_4//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR433NEX//chrombppnet_model_encsr880cub_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: 1:37 3/36 [=>............................] - ETA: 5s  4/36 [==>...........................] - ETA: 6s 5/36 [===>..........................] - ETA: 7s 6/36 [====>.........................] - ETA: 7s 7/36 [====>.........................] - ETA: 7s 8/36 [=====>........................] - ETA: 7s 9/36 [======>.......................] - ETA: 7s 10/36 [=======>......................] - ETA: 7s 11/36 [========>.....................] - ETA: 6s 12/36 [=========>....................] - ETA: 6s 13/36 [=========>....................] - ETA: 6s 14/36 [==========>...................] - ETA: 6s 15/36 [===========>..................] - ETA: 5s 16/36 [============>.................] - ETA: 5s 17/36 [=============>................] - ETA: 5s 18/36 [==============>...............] - ETA: 5s 19/36 [==============>...............] - ETA: 4s 20/36 [===============>..............] - ETA: 4s 21/36 [================>.............] - ETA: 4s 22/36 [=================>............] - ETA: 4s 23/36 [==================>...........] - ETA: 3s 24/36 [===================>..........] - ETA: 3s 25/36 [===================>..........] - ETA: 3s 26/36 [====================>.........] - ETA: 2s 27/36 [=====================>........] - ETA: 2s 28/36 [======================>.......] - ETA: 2s 29/36 [=======================>......] - ETA: 2s 30/36 [========================>.....] - ETA: 1s 31/36 [========================>.....] - ETA: 1s 32/36 [=========================>....] - ETA: 1s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 14s 326ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 10s 3/36 [=>............................] - ETA: 10s 4/36 [==>...........................] - ETA: 9s  5/36 [===>..........................] - ETA: 9s 6/36 [====>.........................] - ETA: 9s 7/36 [====>.........................] - ETA: 8s 8/36 [=====>........................] - ETA: 8s 9/36 [======>.......................] - ETA: 8s 10/36 [=======>......................] - ETA: 7s 11/36 [========>.....................] - ETA: 7s 12/36 [=========>....................] - ETA: 7s 13/36 [=========>....................] - ETA: 6s 14/36 [==========>...................] - ETA: 6s 15/36 [===========>..................] - ETA: 6s 16/36 [============>.................] - ETA: 6s 17/36 [=============>................] - ETA: 5s 18/36 [==============>...............] - ETA: 5s 19/36 [==============>...............] - ETA: 5s 20/36 [===============>..............] - ETA: 4s 21/36 [================>.............] - ETA: 4s 22/36 [=================>............] - ETA: 4s 23/36 [==================>...........] - ETA: 3s 24/36 [===================>..........] - ETA: 3s 25/36 [===================>..........] - ETA: 3s 26/36 [====================>.........] - ETA: 3s 27/36 [=====================>........] - ETA: 2s 28/36 [======================>.......] - ETA: 2s 29/36 [=======================>......] - ETA: 2s 30/36 [========================>.....] - ETA: 1s 31/36 [========================>.....] - ETA: 1s 32/36 [=========================>....] - ETA: 1s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 11s 312ms/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 10s 3/36 [=>............................] - ETA: 10s 4/36 [==>...........................] - ETA: 9s  5/36 [===>..........................] - ETA: 9s 6/36 [====>.........................] - ETA: 9s 7/36 [====>.........................] - ETA: 8s 8/36 [=====>........................] - ETA: 8s 9/36 [======>.......................] - ETA: 8s 10/36 [=======>......................] - ETA: 7s 11/36 [========>.....................] - ETA: 7s 12/36 [=========>....................] - ETA: 7s 13/36 [=========>....................] - ETA: 6s 14/36 [==========>...................] - ETA: 6s 15/36 [===========>..................] - ETA: 6s 16/36 [============>.................] - ETA: 6s 17/36 [=============>................] - ETA: 5s 18/36 [==============>...............] - ETA: 5s 19/36 [==============>...............] - ETA: 5s 20/36 [===============>..............] - ETA: 4s 21/36 [================>.............] - ETA: 4s 22/36 [=================>............] - ETA: 4s 23/36 [==================>...........] - ETA: 3s 24/36 [===================>..........] - ETA: 3s 25/36 [===================>..........] - ETA: 3s 26/36 [====================>.........] - ETA: 3s 27/36 [=====================>........] - ETA: 2s 28/36 [======================>.......] - ETA: 2s 29/36 [=======================>......] - ETA: 2s 30/36 [========================>.....] - ETA: 1s 31/36 [========================>.....] - ETA: 1s 32/36 [=========================>....] - ETA: 1s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 11s 312ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 10s 3/36 [=>............................] - ETA: 10s 4/36 [==>...........................] - ETA: 9s  5/36 [===>..........................] - ETA: 9s 6/36 [====>.........................] - ETA: 9s 7/36 [====>.........................] - ETA: 8s 8/36 [=====>........................] - ETA: 8s 9/36 [======>.......................] - ETA: 8s 10/36 [=======>......................] - ETA: 7s 11/36 [========>.....................] - ETA: 7s 12/36 [=========>....................] - ETA: 7s 13/36 [=========>....................] - ETA: 6s 14/36 [==========>...................] - ETA: 6s 15/36 [===========>..................] - ETA: 6s 16/36 [============>.................] - ETA: 6s 17/36 [=============>................] - ETA: 5s 18/36 [==============>...............] - ETA: 5s 19/36 [==============>...............] - ETA: 5s 20/36 [===============>..............] - ETA: 4s 21/36 [================>.............] - ETA: 4s 22/36 [=================>............] - ETA: 4s 23/36 [==================>...........] - ETA: 3s 24/36 [===================>..........] - ETA: 3s 25/36 [===================>..........] - ETA: 3s 26/36 [====================>.........] - ETA: 3s 27/36 [=====================>........] - ETA: 2s 28/36 [======================>.......] - ETA: 2s 29/36 [=======================>......] - ETA: 2s 30/36 [========================>.....] - ETA: 1s 31/36 [========================>.....] - ETA: 1s 32/36 [=========================>....] - ETA: 1s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 11s 311ms/step Saving marginal footprints