2022-09-22_07-35-20: 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/ATAC//ENCSR548QCP//preprocessing/bigWigs/ENCSR548QCP.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR548QCP//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR548QCP//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.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/atac_bias_models/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 98424 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 98424 Number of peaks input: 25036 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 25036 Number of non peaks input: 98917 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 98917 Number of non peaks input: 24542 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 24542 Number of peaks after removing outliers: 97336 Number of nonpeaks after removing outliers: 87842 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 1/2746 [..............................] - ETA: 4:49:48 5/2746 [..............................] - ETA: 34s  9/2746 [..............................] - ETA: 36s 13/2746 [..............................] - ETA: 36s 17/2746 [..............................] - ETA: 36s 21/2746 [..............................] - ETA: 36s 25/2746 [..............................] - ETA: 36s 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/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR548QCP//preprocessing/bigWigs/ENCSR548QCP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '16.2', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(85338, 10) loading nonpeaks... got split:train for bed regions:(77493, 10) loading peaks... got split:valid for bed regions:(11998, 10) loading nonpeaks... got split:valid for bed regions:(10349, 10) Epoch 1/50 1/1467 [..............................] - ETA: 3:15:14 - loss: 420.9928 - logits_profile_predictions_loss: 387.0327 - logcount_predictions_loss: 2.0963 2/1467 [..............................] - ETA: 22:02 - loss: 1225.3865 - logits_profile_predictions_loss: 409.6873 - logcount_predictions_loss: 50.3518 3/1467 [..............................] - ETA: 21:59 - loss: 1313.6023 - logits_profile_predictions_loss: 411.4890 - logcount_predictions_loss: 55.6860 4/1467 [..............................] - ETA: 21:58 - loss: 1291.8947 - logits_profile_predictions_loss: 411.6540 - logcount_predictions_loss: 54.3358 5/1467 [..............................] - ETA: 21:56 - loss: 1246.2286 - logits_profile_predictions_loss: 410.3955 - logcount_predictions_loss: 51.5946 6/1467 [..............................] - ETA: 21:55 - loss: 1198.7638 - logits_profile_predictions_loss: 409.7614 - logcount_predictions_loss: 48.7038 7/1467 [..............................] - ETA: 21:54 - loss: 1155.2216 - logits_profile_predictions_loss: 410.1304 - logcount_predictions_loss: 45.9933 8/1467 [..............................] - ETA: 21:53 - loss: 1116.4679 - logits_profile_predictions_loss: 411.1499 - logcount_predictions_loss: 43.5381 9/1467 [..............................] - ETA: 21:52 - loss: 1081.6366 - logits_profile_predictions_loss: 412.0412 - logcount_predictions_loss: 41.3330 10/1467 [..............................] - ETA: 21:51 - loss: 1049.9140 - logits_profile_predictions_loss: 412.4161 - logcount_predictions_loss: 39.3517 11/1467 [..............................] - ETA: 21:50 - loss: 1020.9740 - logits_profile_predictions_loss: 412.3699 - logcount_predictions_loss: 37.5681 12/1467 [..............................] - ETA: 21:49 - loss: 994.5628 - logits_profile_predictions_loss: 412.0519 - logcount_predictions_loss: 35.9575  13/1467 [..............................] - ETA: 21:48 - loss: 970.7282 - logits_profile_predictions_loss: 411.8242 - logcount_predictions_loss: 34.5002 14/1467 [..............................] - ETA: 21:47 - loss: 949.2051 - logits_profile_predictions_loss: 411.7400 - logcount_predictions_loss: 33.1769 15/1467 [..............................] - ETA: 21:46 - loss: 929.9041 - logits_profile_predictions_loss: 411.9514 - logcount_predictions_loss: 31.9724 16/1467 [..............................] - ETA: 21:45 - loss: 912.1351 - logits_profile_predictions_loss: 412.0735 - logcount_predictions_loss: 30.8680 17/1467 [..............................] - ETA: 21:44 - loss: 895.7553 - logits_profile_predictions_loss: 412.1539 - logcount_predictions_loss: 29.8519 18/1467 [..............................] - ETA: 21:43 - loss: 880.9850 - logits_profile_predictions_loss: 412.5265 - logcount_predictions_loss: 28.9172 19/1467 [..............................] - ETA: 21:43 - loss: 867.3834 - logits_profile_predictions_loss: 412.9295 - logcount_predictions_loss: 28.0527 20/1467 [..............................] - ETA: 21:42 - loss: 854.7259 - logits_profile_predictions_loss: 413.2813 - logcount_predictions_loss: 27.2497 21/1467 [..............................] - ETA: 21:41 - loss: 842.8192 - logits_profile_predictions_loss: 413.5130 - logcount_predictions_loss: 26.5004 22/1467 [..............................] - ETA: 21:40 - loss: 831.6174 - logits_profile_predictions_loss: 413.6551 - logcount_predictions_loss: 25.8001 23/1467 [..............................] - ETA: 21:39 - loss: 821.0689 - logits_profile_predictions_loss: 413.7390 - logcount_predictions_loss: 25.1438 24/1467 [..............................] - ETA: 21:38 - loss: 811.0788 - logits_profile_predictions_loss: 413.7437 - logcount_predictions_loss: 24.5269 25/1467 [..............................] - ETA: 21:37 - loss: 801.6876 - logits_profile_predictions_loss: 413.7490 - logcount_predictions_loss: 23.9468 26/1467 [..............................] - ETA: 21:36 - loss: 792.9381 - logits_profile_predictions_loss: 413.8408 - logcount_predictions_loss: 23.4011 27/1467 [..............................] - ETA: 21:35 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[============================>.] - ETA: 26s - loss: 436.4943 - logits_profile_predictions_loss: 386.8355 - logcount_predictions_loss: 3.0654 1439/1467 [============================>.] - ETA: 25s - loss: 436.4754 - logits_profile_predictions_loss: 386.8294 - logcount_predictions_loss: 3.0646 1440/1467 [============================>.] - ETA: 24s - loss: 436.4566 - logits_profile_predictions_loss: 386.8232 - logcount_predictions_loss: 3.0638 1441/1467 [============================>.] - ETA: 23s - loss: 436.4377 - logits_profile_predictions_loss: 386.8171 - logcount_predictions_loss: 3.0630 1442/1467 [============================>.] - ETA: 22s - loss: 436.4188 - logits_profile_predictions_loss: 386.8110 - logcount_predictions_loss: 3.0622 1443/1467 [============================>.] - ETA: 21s - loss: 436.4000 - logits_profile_predictions_loss: 386.8049 - logcount_predictions_loss: 3.0614 1444/1467 [============================>.] - ETA: 20s - loss: 436.3811 - 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[============================>.] - ETA: 14s - loss: 436.2495 - logits_profile_predictions_loss: 386.7559 - logcount_predictions_loss: 3.0551 1452/1467 [============================>.] - ETA: 13s - loss: 436.2307 - logits_profile_predictions_loss: 386.7499 - logcount_predictions_loss: 3.0544 1453/1467 [============================>.] - ETA: 12s - loss: 436.2120 - logits_profile_predictions_loss: 386.7438 - logcount_predictions_loss: 3.0536 1454/1467 [============================>.] - ETA: 11s - loss: 436.1933 - logits_profile_predictions_loss: 386.7378 - logcount_predictions_loss: 3.0528 1455/1467 [============================>.] - ETA: 10s - loss: 436.1746 - logits_profile_predictions_loss: 386.7317 - logcount_predictions_loss: 3.0520 1456/1467 [============================>.] - ETA: 9s - loss: 436.1560 - logits_profile_predictions_loss: 386.7257 - logcount_predictions_loss: 3.0512  1457/1467 [============================>.] - ETA: 9s - loss: 436.1373 - logits_profile_predictions_loss: 386.7197 - logcount_predictions_loss: 3.0505 1458/1467 [============================>.] - ETA: 8s - loss: 436.1186 - logits_profile_predictions_loss: 386.7136 - logcount_predictions_loss: 3.0497 1459/1467 [============================>.] - ETA: 7s - loss: 436.1000 - logits_profile_predictions_loss: 386.7076 - logcount_predictions_loss: 3.0489 1460/1467 [============================>.] - ETA: 6s - loss: 436.0813 - logits_profile_predictions_loss: 386.7016 - logcount_predictions_loss: 3.0481 1461/1467 [============================>.] - ETA: 5s - loss: 436.0627 - logits_profile_predictions_loss: 386.6955 - logcount_predictions_loss: 3.0473 1462/1467 [============================>.] - ETA: 4s - loss: 436.0440 - logits_profile_predictions_loss: 386.6895 - logcount_predictions_loss: 3.0466 1463/1467 [============================>.] - ETA: 3s - loss: 436.0254 - logits_profile_predictions_loss: 386.6835 - logcount_predictions_loss: 3.0458 1464/1467 [============================>.] - ETA: 2s - loss: 436.0068 - logits_profile_predictions_loss: 386.6775 - logcount_predictions_loss: 3.0450 1465/1467 [============================>.] - ETA: 1s - loss: 435.9882 - logits_profile_predictions_loss: 386.6715 - logcount_predictions_loss: 3.0442 1466/1467 [============================>.] - ETA: 0s - loss: 435.9696 - logits_profile_predictions_loss: 386.6655 - logcount_predictions_loss: 3.0435 1467/1467 [==============================] - ETA: 0s - loss: 435.9510 - logits_profile_predictions_loss: 386.6594 - logcount_predictions_loss: 3.0427 1467/1467 [==============================] - 1394s 945ms/step - loss: 435.9324 - logits_profile_predictions_loss: 386.6534 - logcount_predictions_loss: 3.0419 - val_loss: 428.6143 - val_logits_profile_predictions_loss: 420.4568 - val_logcount_predictions_loss: 0.5035 Epoch 00001: val_loss improved from inf to 428.61432, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 2/50 1/1467 [..............................] - ETA: 22:34 - loss: 400.9497 - logits_profile_predictions_loss: 391.2338 - logcount_predictions_loss: 0.5997 2/1467 [..............................] - ETA: 22:01 - loss: 386.7531 - logits_profile_predictions_loss: 377.9425 - logcount_predictions_loss: 0.5439 3/1467 [..............................] - ETA: 21:59 - loss: 378.4173 - logits_profile_predictions_loss: 370.1189 - logcount_predictions_loss: 0.5122 4/1467 [..............................] - ETA: 21:57 - loss: 375.5943 - logits_profile_predictions_loss: 367.5751 - logcount_predictions_loss: 0.4950 5/1467 [..............................] - ETA: 21:56 - loss: 373.3115 - logits_profile_predictions_loss: 365.4937 - logcount_predictions_loss: 0.4826 6/1467 [..............................] - ETA: 21:55 - loss: 372.3291 - logits_profile_predictions_loss: 364.6617 - logcount_predictions_loss: 0.4733 7/1467 [..............................] - ETA: 21:54 - loss: 370.9563 - 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[..............................] - ETA: 21:47 - loss: 367.9906 - logits_profile_predictions_loss: 360.6892 - logcount_predictions_loss: 0.4507 15/1467 [..............................] - ETA: 21:46 - loss: 368.0816 - logits_profile_predictions_loss: 360.7855 - logcount_predictions_loss: 0.4504 16/1467 [..............................] - ETA: 21:45 - loss: 368.3007 - logits_profile_predictions_loss: 361.0133 - logcount_predictions_loss: 0.4498 17/1467 [..............................] - ETA: 21:44 - loss: 368.5503 - logits_profile_predictions_loss: 361.2710 - logcount_predictions_loss: 0.4493 18/1467 [..............................] - ETA: 21:43 - loss: 368.7485 - logits_profile_predictions_loss: 361.4797 - logcount_predictions_loss: 0.4487 19/1467 [..............................] - ETA: 21:42 - loss: 369.0061 - logits_profile_predictions_loss: 361.7466 - logcount_predictions_loss: 0.4481 20/1467 [..............................] - ETA: 21:41 - loss: 369.2129 - 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[..............................] - ETA: 21:35 - loss: 370.0176 - logits_profile_predictions_loss: 362.7583 - logcount_predictions_loss: 0.4481 28/1467 [..............................] - ETA: 21:34 - loss: 370.0675 - logits_profile_predictions_loss: 362.8071 - logcount_predictions_loss: 0.4482 29/1467 [..............................] - ETA: 21:33 - loss: 370.0822 - logits_profile_predictions_loss: 362.8226 - logcount_predictions_loss: 0.4481 30/1467 [..............................] - ETA: 21:32 - loss: 370.1303 - logits_profile_predictions_loss: 362.8711 - logcount_predictions_loss: 0.4481 31/1467 [..............................] - ETA: 21:31 - loss: 370.2079 - logits_profile_predictions_loss: 362.9486 - logcount_predictions_loss: 0.4481 32/1467 [..............................] - ETA: 21:31 - loss: 370.3139 - logits_profile_predictions_loss: 363.0533 - logcount_predictions_loss: 0.4482 33/1467 [..............................] - ETA: 21:30 - loss: 370.4359 - 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[..............................] - ETA: 21:24 - loss: 371.0654 - logits_profile_predictions_loss: 363.8113 - logcount_predictions_loss: 0.4478 41/1467 [..............................] - ETA: 21:23 - loss: 371.1515 - logits_profile_predictions_loss: 363.8959 - logcount_predictions_loss: 0.4479 42/1467 [..............................] - ETA: 21:22 - loss: 371.2214 - logits_profile_predictions_loss: 363.9654 - logcount_predictions_loss: 0.4479 43/1467 [..............................] - ETA: 21:21 - loss: 371.2611 - logits_profile_predictions_loss: 364.0052 - logcount_predictions_loss: 0.4479 44/1467 [..............................] - ETA: 21:20 - loss: 371.3013 - logits_profile_predictions_loss: 364.0455 - logcount_predictions_loss: 0.4479 45/1467 [..............................] - ETA: 21:19 - loss: 371.3497 - logits_profile_predictions_loss: 364.0935 - logcount_predictions_loss: 0.4479 46/1467 [..............................] - ETA: 21:18 - loss: 371.4013 - 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[>.............................] - ETA: 21:12 - loss: 371.6118 - logits_profile_predictions_loss: 364.3556 - logcount_predictions_loss: 0.4479 54/1467 [>.............................] - ETA: 21:11 - loss: 371.6365 - logits_profile_predictions_loss: 364.3812 - logcount_predictions_loss: 0.4479 55/1467 [>.............................] - ETA: 21:10 - loss: 371.6536 - logits_profile_predictions_loss: 364.3995 - logcount_predictions_loss: 0.4478 56/1467 [>.............................] - ETA: 21:09 - loss: 371.6662 - logits_profile_predictions_loss: 364.4131 - logcount_predictions_loss: 0.4477 57/1467 [>.............................] - ETA: 21:08 - loss: 371.6864 - logits_profile_predictions_loss: 364.4344 - logcount_predictions_loss: 0.4477 58/1467 [>.............................] - ETA: 21:07 - loss: 371.7050 - logits_profile_predictions_loss: 364.4537 - logcount_predictions_loss: 0.4476 59/1467 [>.............................] - ETA: 21:06 - loss: 371.7297 - 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[>.............................] - ETA: 21:00 - loss: 371.9210 - logits_profile_predictions_loss: 364.6759 - logcount_predictions_loss: 0.4472 67/1467 [>.............................] - ETA: 20:59 - loss: 371.9357 - logits_profile_predictions_loss: 364.6920 - logcount_predictions_loss: 0.4471 68/1467 [>.............................] - ETA: 20:58 - loss: 371.9452 - logits_profile_predictions_loss: 364.7027 - logcount_predictions_loss: 0.4471 69/1467 [>.............................] - ETA: 20:57 - loss: 371.9549 - logits_profile_predictions_loss: 364.7136 - logcount_predictions_loss: 0.4470 70/1467 [>.............................] - ETA: 20:57 - loss: 371.9654 - logits_profile_predictions_loss: 364.7254 - logcount_predictions_loss: 0.4469 71/1467 [>.............................] - ETA: 20:56 - loss: 371.9716 - logits_profile_predictions_loss: 364.7329 - logcount_predictions_loss: 0.4468 72/1467 [>.............................] - ETA: 20:55 - loss: 371.9755 - 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[>.............................] - ETA: 20:48 - loss: 372.0070 - logits_profile_predictions_loss: 364.7803 - logcount_predictions_loss: 0.4461 80/1467 [>.............................] - ETA: 20:48 - loss: 372.0079 - logits_profile_predictions_loss: 364.7823 - logcount_predictions_loss: 0.4460 81/1467 [>.............................] - ETA: 20:47 - loss: 372.0061 - logits_profile_predictions_loss: 364.7821 - logcount_predictions_loss: 0.4459 82/1467 [>.............................] - ETA: 20:46 - loss: 372.0017 - logits_profile_predictions_loss: 364.7792 - logcount_predictions_loss: 0.4458 83/1467 [>.............................] - ETA: 20:45 - loss: 371.9957 - logits_profile_predictions_loss: 364.7750 - logcount_predictions_loss: 0.4457 84/1467 [>.............................] - ETA: 20:44 - loss: 371.9947 - logits_profile_predictions_loss: 364.7757 - logcount_predictions_loss: 0.4456 85/1467 [>.............................] - ETA: 20:43 - loss: 372.0001 - 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[>.............................] - ETA: 20:37 - loss: 372.0336 - logits_profile_predictions_loss: 364.8259 - logcount_predictions_loss: 0.4449 93/1467 [>.............................] - ETA: 20:36 - loss: 372.0373 - logits_profile_predictions_loss: 364.8306 - logcount_predictions_loss: 0.4449 94/1467 [>.............................] - ETA: 20:35 - loss: 372.0420 - logits_profile_predictions_loss: 364.8359 - logcount_predictions_loss: 0.4448 95/1467 [>.............................] - ETA: 20:34 - loss: 372.0474 - logits_profile_predictions_loss: 364.8421 - logcount_predictions_loss: 0.4448 96/1467 [>.............................] - ETA: 20:33 - loss: 372.0544 - logits_profile_predictions_loss: 364.8499 - logcount_predictions_loss: 0.4447 97/1467 [>.............................] - ETA: 20:32 - loss: 372.0606 - logits_profile_predictions_loss: 364.8570 - logcount_predictions_loss: 0.4447 98/1467 [=>............................] - ETA: 20:31 - loss: 372.0683 - 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[=>............................] - ETA: 20:25 - loss: 372.1476 - logits_profile_predictions_loss: 364.9493 - logcount_predictions_loss: 0.4443 106/1467 [=>............................] - ETA: 20:24 - loss: 372.1575 - logits_profile_predictions_loss: 364.9601 - logcount_predictions_loss: 0.4443 107/1467 [=>............................] - ETA: 20:23 - loss: 372.1653 - logits_profile_predictions_loss: 364.9688 - logcount_predictions_loss: 0.4442 108/1467 [=>............................] - ETA: 20:22 - loss: 372.1710 - logits_profile_predictions_loss: 364.9756 - logcount_predictions_loss: 0.4442 109/1467 [=>............................] - ETA: 20:21 - loss: 372.1752 - logits_profile_predictions_loss: 364.9808 - logcount_predictions_loss: 0.4441 110/1467 [=>............................] - ETA: 20:21 - loss: 372.1794 - logits_profile_predictions_loss: 364.9860 - logcount_predictions_loss: 0.4440 111/1467 [=>............................] - ETA: 20:20 - loss: 372.1838 - 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logits_profile_predictions_loss: 365.0898 - logcount_predictions_loss: 0.4395 164/1467 [==>...........................] - ETA: 19:32 - loss: 372.2157 - logits_profile_predictions_loss: 365.0976 - logcount_predictions_loss: 0.4394 165/1467 [==>...........................] - ETA: 19:31 - loss: 372.2241 - logits_profile_predictions_loss: 365.1073 - logcount_predictions_loss: 0.4393 166/1467 [==>...........................] - ETA: 19:30 - loss: 372.2321 - logits_profile_predictions_loss: 365.1168 - logcount_predictions_loss: 0.4392 167/1467 [==>...........................] - ETA: 19:29 - loss: 372.2402 - logits_profile_predictions_loss: 365.1263 - logcount_predictions_loss: 0.4391 168/1467 [==>...........................] - ETA: 19:29 - loss: 372.2468 - logits_profile_predictions_loss: 365.1342 - logcount_predictions_loss: 0.4390 169/1467 [==>...........................] - ETA: 19:28 - loss: 372.2527 - logits_profile_predictions_loss: 365.1415 - logcount_predictions_loss: 0.4390 170/1467 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logits_profile_predictions_loss: 365.1905 - logcount_predictions_loss: 0.4385 177/1467 [==>...........................] - ETA: 19:20 - loss: 372.2975 - logits_profile_predictions_loss: 365.1955 - logcount_predictions_loss: 0.4384 178/1467 [==>...........................] - ETA: 19:20 - loss: 372.3021 - logits_profile_predictions_loss: 365.2012 - logcount_predictions_loss: 0.4383 179/1467 [==>...........................] - ETA: 19:19 - loss: 372.3070 - logits_profile_predictions_loss: 365.2071 - logcount_predictions_loss: 0.4383 180/1467 [==>...........................] - ETA: 19:18 - loss: 372.3115 - logits_profile_predictions_loss: 365.2127 - logcount_predictions_loss: 0.4382 181/1467 [==>...........................] - ETA: 19:17 - loss: 372.3167 - logits_profile_predictions_loss: 365.2189 - logcount_predictions_loss: 0.4381 182/1467 [==>...........................] - ETA: 19:16 - loss: 372.3215 - logits_profile_predictions_loss: 365.2248 - logcount_predictions_loss: 0.4381 183/1467 [==>...........................] - ETA: 19:15 - loss: 372.3267 - logits_profile_predictions_loss: 365.2311 - logcount_predictions_loss: 0.4380 184/1467 [==>...........................] - ETA: 19:14 - loss: 372.3323 - logits_profile_predictions_loss: 365.2377 - logcount_predictions_loss: 0.4379 185/1467 [==>...........................] - ETA: 19:13 - loss: 372.3394 - logits_profile_predictions_loss: 365.2459 - logcount_predictions_loss: 0.4379 186/1467 [==>...........................] - ETA: 19:12 - loss: 372.3484 - logits_profile_predictions_loss: 365.2558 - logcount_predictions_loss: 0.4378 187/1467 [==>...........................] - ETA: 19:11 - loss: 372.3575 - logits_profile_predictions_loss: 365.2657 - logcount_predictions_loss: 0.4378 188/1467 [==>...........................] - ETA: 19:11 - loss: 372.3669 - logits_profile_predictions_loss: 365.2759 - logcount_predictions_loss: 0.4377 189/1467 [==>...........................] - ETA: 19:10 - loss: 372.3757 - logits_profile_predictions_loss: 365.2855 - logcount_predictions_loss: 0.4377 190/1467 [==>...........................] - ETA: 19:09 - loss: 372.3846 - logits_profile_predictions_loss: 365.2950 - logcount_predictions_loss: 0.4376 191/1467 [==>...........................] - ETA: 19:08 - loss: 372.3933 - logits_profile_predictions_loss: 365.3042 - logcount_predictions_loss: 0.4376 192/1467 [==>...........................] - ETA: 19:07 - loss: 372.4023 - logits_profile_predictions_loss: 365.3137 - logcount_predictions_loss: 0.4376 193/1467 [==>...........................] - ETA: 19:06 - loss: 372.4121 - logits_profile_predictions_loss: 365.3240 - logcount_predictions_loss: 0.4375 194/1467 [==>...........................] - ETA: 19:05 - loss: 372.4212 - logits_profile_predictions_loss: 365.3337 - logcount_predictions_loss: 0.4375 195/1467 [==>...........................] - ETA: 19:04 - loss: 372.4302 - logits_profile_predictions_loss: 365.3433 - logcount_predictions_loss: 0.4375 196/1467 [===>..........................] - ETA: 19:03 - loss: 372.4385 - logits_profile_predictions_loss: 365.3522 - logcount_predictions_loss: 0.4374 197/1467 [===>..........................] - ETA: 19:02 - loss: 372.4473 - logits_profile_predictions_loss: 365.3616 - logcount_predictions_loss: 0.4374 198/1467 [===>..........................] - ETA: 19:02 - loss: 372.4574 - logits_profile_predictions_loss: 365.3722 - logcount_predictions_loss: 0.4374 199/1467 [===>..........................] - ETA: 19:01 - loss: 372.4668 - logits_profile_predictions_loss: 365.3823 - logcount_predictions_loss: 0.4373 200/1467 [===>..........................] - ETA: 19:00 - loss: 372.4761 - logits_profile_predictions_loss: 365.3922 - logcount_predictions_loss: 0.4373 201/1467 [===>..........................] - ETA: 18:59 - loss: 372.4859 - logits_profile_predictions_loss: 365.4026 - logcount_predictions_loss: 0.4372 202/1467 [===>..........................] - ETA: 18:58 - loss: 372.4963 - logits_profile_predictions_loss: 365.4137 - logcount_predictions_loss: 0.4372 203/1467 [===>..........................] - ETA: 18:57 - loss: 372.5067 - logits_profile_predictions_loss: 365.4247 - logcount_predictions_loss: 0.4372 204/1467 [===>..........................] - ETA: 18:56 - loss: 372.5176 - logits_profile_predictions_loss: 365.4363 - logcount_predictions_loss: 0.4371 205/1467 [===>..........................] - ETA: 18:55 - loss: 372.5289 - logits_profile_predictions_loss: 365.4482 - logcount_predictions_loss: 0.4371 206/1467 [===>..........................] - ETA: 18:54 - loss: 372.5403 - logits_profile_predictions_loss: 365.4601 - logcount_predictions_loss: 0.4370 207/1467 [===>..........................] - ETA: 18:53 - loss: 372.5513 - logits_profile_predictions_loss: 365.4718 - logcount_predictions_loss: 0.4370 208/1467 [===>..........................] - ETA: 18:53 - loss: 372.5623 - logits_profile_predictions_loss: 365.4833 - logcount_predictions_loss: 0.4370 209/1467 [===>..........................] - ETA: 18:52 - loss: 372.5743 - logits_profile_predictions_loss: 365.4960 - logcount_predictions_loss: 0.4369 210/1467 [===>..........................] - ETA: 18:51 - loss: 372.5863 - logits_profile_predictions_loss: 365.5086 - logcount_predictions_loss: 0.4369 211/1467 [===>..........................] - ETA: 18:50 - loss: 372.5982 - logits_profile_predictions_loss: 365.5212 - logcount_predictions_loss: 0.4369 212/1467 [===>..........................] - ETA: 18:49 - loss: 372.6099 - logits_profile_predictions_loss: 365.5336 - logcount_predictions_loss: 0.4368 213/1467 [===>..........................] - ETA: 18:48 - loss: 372.6215 - logits_profile_predictions_loss: 365.5458 - logcount_predictions_loss: 0.4368 214/1467 [===>..........................] - ETA: 18:47 - loss: 372.6336 - logits_profile_predictions_loss: 365.5586 - logcount_predictions_loss: 0.4367 215/1467 [===>..........................] - ETA: 18:46 - loss: 372.6455 - logits_profile_predictions_loss: 365.5711 - logcount_predictions_loss: 0.4367 216/1467 [===>..........................] - ETA: 18:45 - loss: 372.6578 - logits_profile_predictions_loss: 365.5841 - logcount_predictions_loss: 0.4366 217/1467 [===>..........................] - ETA: 18:44 - loss: 372.6699 - logits_profile_predictions_loss: 365.5968 - logcount_predictions_loss: 0.4366 218/1467 [===>..........................] - ETA: 18:44 - loss: 372.6816 - logits_profile_predictions_loss: 365.6091 - logcount_predictions_loss: 0.4366 219/1467 [===>..........................] - ETA: 18:43 - loss: 372.6939 - logits_profile_predictions_loss: 365.6220 - logcount_predictions_loss: 0.4365 220/1467 [===>..........................] - ETA: 18:42 - loss: 372.7068 - logits_profile_predictions_loss: 365.6353 - logcount_predictions_loss: 0.4365 221/1467 [===>..........................] - ETA: 18:41 - loss: 372.7188 - logits_profile_predictions_loss: 365.6478 - logcount_predictions_loss: 0.4365 222/1467 [===>..........................] - ETA: 18:40 - loss: 372.7302 - logits_profile_predictions_loss: 365.6597 - logcount_predictions_loss: 0.4364 223/1467 [===>..........................] - ETA: 18:39 - loss: 372.7414 - logits_profile_predictions_loss: 365.6714 - logcount_predictions_loss: 0.4364 224/1467 [===>..........................] - ETA: 18:38 - loss: 372.7520 - logits_profile_predictions_loss: 365.6825 - logcount_predictions_loss: 0.4364 225/1467 [===>..........................] - ETA: 18:37 - loss: 372.7619 - logits_profile_predictions_loss: 365.6930 - logcount_predictions_loss: 0.4364 226/1467 [===>..........................] - ETA: 18:36 - loss: 372.7715 - logits_profile_predictions_loss: 365.7032 - logcount_predictions_loss: 0.4363 227/1467 [===>..........................] - ETA: 18:35 - loss: 372.7816 - logits_profile_predictions_loss: 365.7138 - logcount_predictions_loss: 0.4363 228/1467 [===>..........................] - ETA: 18:35 - loss: 372.7908 - logits_profile_predictions_loss: 365.7236 - logcount_predictions_loss: 0.4362 229/1467 [===>..........................] - ETA: 18:34 - loss: 372.7997 - logits_profile_predictions_loss: 365.7331 - logcount_predictions_loss: 0.4362 230/1467 [===>..........................] - ETA: 18:33 - loss: 372.8089 - logits_profile_predictions_loss: 365.7430 - logcount_predictions_loss: 0.4362 231/1467 [===>..........................] - ETA: 18:32 - loss: 372.8182 - logits_profile_predictions_loss: 365.7528 - logcount_predictions_loss: 0.4361 232/1467 [===>..........................] - ETA: 18:31 - loss: 372.8270 - logits_profile_predictions_loss: 365.7622 - logcount_predictions_loss: 0.4361 233/1467 [===>..........................] - ETA: 18:30 - loss: 372.8348 - logits_profile_predictions_loss: 365.7706 - logcount_predictions_loss: 0.4361 234/1467 [===>..........................] - ETA: 18:29 - loss: 372.8418 - logits_profile_predictions_loss: 365.7781 - logcount_predictions_loss: 0.4360 235/1467 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[====>.........................] - ETA: 17:41 - loss: 373.1294 - logits_profile_predictions_loss: 366.0919 - logcount_predictions_loss: 0.4344 288/1467 [====>.........................] - ETA: 17:41 - loss: 373.1343 - logits_profile_predictions_loss: 366.0972 - logcount_predictions_loss: 0.4344 289/1467 [====>.........................] - ETA: 17:40 - loss: 373.1391 - logits_profile_predictions_loss: 366.1023 - logcount_predictions_loss: 0.4344 290/1467 [====>.........................] - ETA: 17:39 - loss: 373.1435 - logits_profile_predictions_loss: 366.1071 - logcount_predictions_loss: 0.4343 291/1467 [====>.........................] - ETA: 17:38 - loss: 373.1486 - logits_profile_predictions_loss: 366.1125 - logcount_predictions_loss: 0.4343 292/1467 [====>.........................] - ETA: 17:37 - loss: 373.1536 - logits_profile_predictions_loss: 366.1180 - logcount_predictions_loss: 0.4343 293/1467 [====>.........................] - ETA: 17:36 - loss: 373.1585 - 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[=====>........................] - ETA: 17:30 - loss: 373.1937 - logits_profile_predictions_loss: 366.1614 - logcount_predictions_loss: 0.4341 301/1467 [=====>........................] - ETA: 17:29 - loss: 373.1987 - logits_profile_predictions_loss: 366.1667 - logcount_predictions_loss: 0.4341 302/1467 [=====>........................] - ETA: 17:28 - loss: 373.2034 - logits_profile_predictions_loss: 366.1719 - logcount_predictions_loss: 0.4340 303/1467 [=====>........................] - ETA: 17:27 - loss: 373.2078 - logits_profile_predictions_loss: 366.1767 - logcount_predictions_loss: 0.4340 304/1467 [=====>........................] - ETA: 17:26 - loss: 373.2118 - logits_profile_predictions_loss: 366.1812 - logcount_predictions_loss: 0.4340 305/1467 [=====>........................] - ETA: 17:25 - loss: 373.2163 - logits_profile_predictions_loss: 366.1861 - logcount_predictions_loss: 0.4340 306/1467 [=====>........................] - ETA: 17:24 - loss: 373.2204 - 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[=====>........................] - ETA: 17:18 - loss: 373.2488 - logits_profile_predictions_loss: 366.2220 - logcount_predictions_loss: 0.4338 314/1467 [=====>........................] - ETA: 17:17 - loss: 373.2530 - logits_profile_predictions_loss: 366.2265 - logcount_predictions_loss: 0.4337 315/1467 [=====>........................] - ETA: 17:16 - loss: 373.2576 - logits_profile_predictions_loss: 366.2315 - logcount_predictions_loss: 0.4337 316/1467 [=====>........................] - ETA: 17:15 - loss: 373.2625 - logits_profile_predictions_loss: 366.2367 - logcount_predictions_loss: 0.4337 317/1467 [=====>........................] - ETA: 17:14 - loss: 373.2672 - logits_profile_predictions_loss: 366.2419 - logcount_predictions_loss: 0.4337 318/1467 [=====>........................] - ETA: 17:14 - loss: 373.2721 - logits_profile_predictions_loss: 366.2471 - logcount_predictions_loss: 0.4336 319/1467 [=====>........................] - ETA: 17:13 - loss: 373.2770 - 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[=====>........................] - ETA: 17:06 - loss: 373.3082 - logits_profile_predictions_loss: 366.2861 - logcount_predictions_loss: 0.4335 327/1467 [=====>........................] - ETA: 17:05 - loss: 373.3123 - logits_profile_predictions_loss: 366.2906 - logcount_predictions_loss: 0.4334 328/1467 [=====>........................] - ETA: 17:05 - loss: 373.3166 - logits_profile_predictions_loss: 366.2952 - logcount_predictions_loss: 0.4334 329/1467 [=====>........................] - ETA: 17:04 - loss: 373.3207 - logits_profile_predictions_loss: 366.2997 - logcount_predictions_loss: 0.4334 330/1467 [=====>........................] - ETA: 17:03 - loss: 373.3248 - logits_profile_predictions_loss: 366.3041 - logcount_predictions_loss: 0.4334 331/1467 [=====>........................] - ETA: 17:02 - loss: 373.3286 - logits_profile_predictions_loss: 366.3083 - logcount_predictions_loss: 0.4334 332/1467 [=====>........................] - ETA: 17:01 - loss: 373.3325 - 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[=====>........................] - ETA: 16:55 - loss: 373.3602 - logits_profile_predictions_loss: 366.3430 - logcount_predictions_loss: 0.4332 340/1467 [=====>........................] - ETA: 16:54 - loss: 373.3645 - logits_profile_predictions_loss: 366.3477 - logcount_predictions_loss: 0.4331 341/1467 [=====>........................] - ETA: 16:53 - loss: 373.3685 - logits_profile_predictions_loss: 366.3522 - logcount_predictions_loss: 0.4331 342/1467 [=====>........................] - ETA: 16:52 - loss: 373.3726 - logits_profile_predictions_loss: 366.3566 - logcount_predictions_loss: 0.4331 343/1467 [======>.......................] - ETA: 16:51 - loss: 373.3766 - logits_profile_predictions_loss: 366.3610 - logcount_predictions_loss: 0.4331 344/1467 [======>.......................] - ETA: 16:50 - loss: 373.3804 - logits_profile_predictions_loss: 366.3653 - logcount_predictions_loss: 0.4330 345/1467 [======>.......................] - ETA: 16:49 - loss: 373.3847 - 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[======>.......................] - ETA: 16:43 - loss: 373.4096 - logits_profile_predictions_loss: 366.3974 - logcount_predictions_loss: 0.4328 353/1467 [======>.......................] - ETA: 16:42 - loss: 373.4130 - logits_profile_predictions_loss: 366.4013 - logcount_predictions_loss: 0.4328 354/1467 [======>.......................] - ETA: 16:41 - loss: 373.4166 - logits_profile_predictions_loss: 366.4052 - logcount_predictions_loss: 0.4328 355/1467 [======>.......................] - ETA: 16:40 - loss: 373.4201 - logits_profile_predictions_loss: 366.4091 - logcount_predictions_loss: 0.4328 356/1467 [======>.......................] - ETA: 16:39 - loss: 373.4238 - logits_profile_predictions_loss: 366.4132 - logcount_predictions_loss: 0.4328 357/1467 [======>.......................] - ETA: 16:38 - loss: 373.4275 - logits_profile_predictions_loss: 366.4173 - logcount_predictions_loss: 0.4327 358/1467 [======>.......................] - ETA: 16:38 - loss: 373.4314 - 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[============================>.] - ETA: 32s - loss: 372.3376 - logits_profile_predictions_loss: 365.6352 - logcount_predictions_loss: 0.4137 1432/1467 [============================>.] - ETA: 31s - loss: 372.3361 - logits_profile_predictions_loss: 365.6339 - logcount_predictions_loss: 0.4137 1433/1467 [============================>.] - ETA: 30s - loss: 372.3346 - logits_profile_predictions_loss: 365.6327 - logcount_predictions_loss: 0.4137 1434/1467 [============================>.] - ETA: 29s - loss: 372.3331 - logits_profile_predictions_loss: 365.6314 - logcount_predictions_loss: 0.4137 1435/1467 [============================>.] - ETA: 28s - loss: 372.3316 - logits_profile_predictions_loss: 365.6301 - logcount_predictions_loss: 0.4137 1436/1467 [============================>.] - ETA: 27s - loss: 372.3301 - logits_profile_predictions_loss: 365.6289 - logcount_predictions_loss: 0.4137 1437/1467 [============================>.] - ETA: 27s - loss: 372.3287 - 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[============================>.] - ETA: 9s - loss: 372.2993 - logits_profile_predictions_loss: 365.6027 - logcount_predictions_loss: 0.4134 1458/1467 [============================>.] - ETA: 8s - loss: 372.2978 - logits_profile_predictions_loss: 365.6015 - logcount_predictions_loss: 0.4133 1459/1467 [============================>.] - ETA: 7s - loss: 372.2963 - logits_profile_predictions_loss: 365.6002 - logcount_predictions_loss: 0.4133 1460/1467 [============================>.] - ETA: 6s - loss: 372.2948 - logits_profile_predictions_loss: 365.5990 - logcount_predictions_loss: 0.4133 1461/1467 [============================>.] - ETA: 5s - loss: 372.2933 - logits_profile_predictions_loss: 365.5977 - logcount_predictions_loss: 0.4133 1462/1467 [============================>.] - ETA: 4s - loss: 372.2919 - logits_profile_predictions_loss: 365.5965 - logcount_predictions_loss: 0.4133 1463/1467 [============================>.] - ETA: 3s - loss: 372.2904 - logits_profile_predictions_loss: 365.5953 - logcount_predictions_loss: 0.4133 1464/1467 [============================>.] - ETA: 2s - loss: 372.2890 - logits_profile_predictions_loss: 365.5941 - logcount_predictions_loss: 0.4133 1465/1467 [============================>.] - ETA: 1s - loss: 372.2876 - logits_profile_predictions_loss: 365.5929 - logcount_predictions_loss: 0.4132 1466/1467 [============================>.] - ETA: 0s - loss: 372.2862 - logits_profile_predictions_loss: 365.5917 - logcount_predictions_loss: 0.4132 1467/1467 [==============================] - ETA: 0s - loss: 372.2847 - logits_profile_predictions_loss: 365.5905 - logcount_predictions_loss: 0.4132 1467/1467 [==============================] - 1383s 943ms/step - loss: 372.2833 - logits_profile_predictions_loss: 365.5893 - logcount_predictions_loss: 0.4132 - val_loss: 415.0632 - val_logits_profile_predictions_loss: 408.9967 - val_logcount_predictions_loss: 0.3745 Epoch 00002: val_loss improved from 428.61432 to 415.06317, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 3/50 1/1467 [..............................] - ETA: 22:49 - loss: 354.8449 - logits_profile_predictions_loss: 349.0483 - logcount_predictions_loss: 0.3578 2/1467 [..............................] - ETA: 21:58 - loss: 362.4138 - logits_profile_predictions_loss: 356.3970 - logcount_predictions_loss: 0.3714 3/1467 [..............................] - ETA: 21:57 - loss: 365.6229 - logits_profile_predictions_loss: 359.4190 - logcount_predictions_loss: 0.3830 4/1467 [..............................] - ETA: 21:56 - loss: 365.6078 - logits_profile_predictions_loss: 359.2891 - logcount_predictions_loss: 0.3900 5/1467 [..............................] - ETA: 21:56 - loss: 365.2297 - logits_profile_predictions_loss: 358.8280 - logcount_predictions_loss: 0.3952 6/1467 [..............................] - ETA: 21:55 - loss: 365.1187 - logits_profile_predictions_loss: 358.7061 - 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logits_profile_predictions_loss: 362.4178 - logcount_predictions_loss: 0.3659 196/1467 [===>..........................] - ETA: 19:02 - loss: 368.3307 - logits_profile_predictions_loss: 362.4042 - logcount_predictions_loss: 0.3658 197/1467 [===>..........................] - ETA: 19:01 - loss: 368.3167 - logits_profile_predictions_loss: 362.3908 - logcount_predictions_loss: 0.3658 198/1467 [===>..........................] - ETA: 19:01 - loss: 368.3027 - logits_profile_predictions_loss: 362.3771 - logcount_predictions_loss: 0.3658 199/1467 [===>..........................] - ETA: 19:00 - loss: 368.2879 - logits_profile_predictions_loss: 362.3627 - logcount_predictions_loss: 0.3658 200/1467 [===>..........................] - ETA: 18:59 - loss: 368.2725 - logits_profile_predictions_loss: 362.3477 - logcount_predictions_loss: 0.3657 201/1467 [===>..........................] - ETA: 18:58 - loss: 368.2574 - logits_profile_predictions_loss: 362.3330 - logcount_predictions_loss: 0.3657 202/1467 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logits_profile_predictions_loss: 362.0693 - logcount_predictions_loss: 0.3654 222/1467 [===>..........................] - ETA: 18:39 - loss: 367.9759 - logits_profile_predictions_loss: 362.0568 - logcount_predictions_loss: 0.3654 223/1467 [===>..........................] - ETA: 18:38 - loss: 367.9636 - logits_profile_predictions_loss: 362.0447 - logcount_predictions_loss: 0.3654 224/1467 [===>..........................] - ETA: 18:37 - loss: 367.9505 - logits_profile_predictions_loss: 362.0320 - logcount_predictions_loss: 0.3653 225/1467 [===>..........................] - ETA: 18:36 - loss: 367.9380 - logits_profile_predictions_loss: 362.0198 - logcount_predictions_loss: 0.3653 226/1467 [===>..........................] - ETA: 18:36 - loss: 367.9248 - logits_profile_predictions_loss: 362.0069 - logcount_predictions_loss: 0.3653 227/1467 [===>..........................] - ETA: 18:35 - loss: 367.9125 - logits_profile_predictions_loss: 361.9949 - logcount_predictions_loss: 0.3653 228/1467 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logits_profile_predictions_loss: 361.9075 - logcount_predictions_loss: 0.3651 235/1467 [===>..........................] - ETA: 18:28 - loss: 367.8100 - logits_profile_predictions_loss: 361.8954 - logcount_predictions_loss: 0.3651 236/1467 [===>..........................] - ETA: 18:27 - loss: 367.7971 - logits_profile_predictions_loss: 361.8829 - logcount_predictions_loss: 0.3651 237/1467 [===>..........................] - ETA: 18:26 - loss: 367.7841 - logits_profile_predictions_loss: 361.8703 - logcount_predictions_loss: 0.3651 238/1467 [===>..........................] - ETA: 18:25 - loss: 367.7707 - logits_profile_predictions_loss: 361.8573 - logcount_predictions_loss: 0.3650 239/1467 [===>..........................] - ETA: 18:24 - loss: 367.7563 - logits_profile_predictions_loss: 361.8433 - logcount_predictions_loss: 0.3650 240/1467 [===>..........................] - ETA: 18:23 - loss: 367.7413 - logits_profile_predictions_loss: 361.8288 - logcount_predictions_loss: 0.3650 241/1467 [===>..........................] - ETA: 18:22 - loss: 367.7268 - logits_profile_predictions_loss: 361.8148 - logcount_predictions_loss: 0.3649 242/1467 [===>..........................] - ETA: 18:21 - loss: 367.7123 - logits_profile_predictions_loss: 361.8008 - logcount_predictions_loss: 0.3649 243/1467 [===>..........................] - ETA: 18:20 - loss: 367.6972 - logits_profile_predictions_loss: 361.7862 - logcount_predictions_loss: 0.3649 244/1467 [===>..........................] - ETA: 18:20 - loss: 367.6820 - logits_profile_predictions_loss: 361.7715 - logcount_predictions_loss: 0.3648 245/1467 [====>.........................] - ETA: 18:19 - loss: 367.6668 - logits_profile_predictions_loss: 361.7568 - logcount_predictions_loss: 0.3648 246/1467 [====>.........................] - ETA: 18:18 - loss: 367.6517 - logits_profile_predictions_loss: 361.7423 - logcount_predictions_loss: 0.3648 247/1467 [====>.........................] - ETA: 18:17 - loss: 367.6361 - 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[====>.........................] - ETA: 18:11 - loss: 367.5387 - logits_profile_predictions_loss: 361.6332 - logcount_predictions_loss: 0.3645 255/1467 [====>.........................] - ETA: 18:10 - loss: 367.5260 - logits_profile_predictions_loss: 361.6209 - logcount_predictions_loss: 0.3645 256/1467 [====>.........................] - ETA: 18:09 - loss: 367.5137 - logits_profile_predictions_loss: 361.6091 - logcount_predictions_loss: 0.3645 257/1467 [====>.........................] - ETA: 18:08 - loss: 367.5012 - logits_profile_predictions_loss: 361.5972 - logcount_predictions_loss: 0.3644 258/1467 [====>.........................] - ETA: 18:07 - loss: 367.4894 - logits_profile_predictions_loss: 361.5859 - logcount_predictions_loss: 0.3644 259/1467 [====>.........................] - ETA: 18:06 - loss: 367.4782 - logits_profile_predictions_loss: 361.5751 - logcount_predictions_loss: 0.3644 260/1467 [====>.........................] - ETA: 18:05 - loss: 367.4668 - 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[====>.........................] - ETA: 17:59 - loss: 367.3843 - logits_profile_predictions_loss: 361.4850 - logcount_predictions_loss: 0.3642 268/1467 [====>.........................] - ETA: 17:58 - loss: 367.3731 - logits_profile_predictions_loss: 361.4743 - logcount_predictions_loss: 0.3641 269/1467 [====>.........................] - ETA: 17:57 - loss: 367.3629 - logits_profile_predictions_loss: 361.4645 - logcount_predictions_loss: 0.3641 270/1467 [====>.........................] - ETA: 17:56 - loss: 367.3535 - logits_profile_predictions_loss: 361.4556 - logcount_predictions_loss: 0.3641 271/1467 [====>.........................] - ETA: 17:55 - loss: 367.3445 - logits_profile_predictions_loss: 361.4470 - logcount_predictions_loss: 0.3640 272/1467 [====>.........................] - ETA: 17:54 - loss: 367.3353 - logits_profile_predictions_loss: 361.4383 - logcount_predictions_loss: 0.3640 273/1467 [====>.........................] - ETA: 17:54 - loss: 367.3262 - logits_profile_predictions_loss: 361.4296 - logcount_predictions_loss: 0.3640 274/1467 [====>.........................] - ETA: 17:53 - loss: 367.3175 - logits_profile_predictions_loss: 361.4213 - logcount_predictions_loss: 0.3640 275/1467 [====>.........................] - ETA: 17:52 - loss: 367.3084 - logits_profile_predictions_loss: 361.4127 - logcount_predictions_loss: 0.3639 276/1467 [====>.........................] - ETA: 17:51 - loss: 367.2991 - logits_profile_predictions_loss: 361.4039 - logcount_predictions_loss: 0.3639 277/1467 [====>.........................] - ETA: 17:50 - loss: 367.2904 - logits_profile_predictions_loss: 361.3956 - logcount_predictions_loss: 0.3639 278/1467 [====>.........................] - ETA: 17:49 - loss: 367.2814 - logits_profile_predictions_loss: 361.3870 - logcount_predictions_loss: 0.3639 279/1467 [====>.........................] - ETA: 17:48 - loss: 367.2727 - logits_profile_predictions_loss: 361.3787 - logcount_predictions_loss: 0.3638 280/1467 [====>.........................] - ETA: 17:47 - loss: 367.2641 - logits_profile_predictions_loss: 361.3705 - logcount_predictions_loss: 0.3638 281/1467 [====>.........................] - ETA: 17:46 - loss: 367.2555 - logits_profile_predictions_loss: 361.3622 - logcount_predictions_loss: 0.3638 282/1467 [====>.........................] - ETA: 17:45 - loss: 367.2464 - logits_profile_predictions_loss: 361.3535 - logcount_predictions_loss: 0.3638 283/1467 [====>.........................] - ETA: 17:45 - loss: 367.2375 - logits_profile_predictions_loss: 361.3450 - logcount_predictions_loss: 0.3637 284/1467 [====>.........................] - ETA: 17:44 - loss: 367.2285 - logits_profile_predictions_loss: 361.3364 - logcount_predictions_loss: 0.3637 285/1467 [====>.........................] - ETA: 17:43 - loss: 367.2198 - logits_profile_predictions_loss: 361.3281 - logcount_predictions_loss: 0.3637 286/1467 [====>.........................] - ETA: 17:42 - loss: 367.2112 - logits_profile_predictions_loss: 361.3198 - logcount_predictions_loss: 0.3637 287/1467 [====>.........................] - ETA: 17:41 - loss: 367.2027 - logits_profile_predictions_loss: 361.3117 - logcount_predictions_loss: 0.3636 288/1467 [====>.........................] - ETA: 17:40 - loss: 367.1946 - logits_profile_predictions_loss: 361.3040 - logcount_predictions_loss: 0.3636 289/1467 [====>.........................] - ETA: 17:39 - loss: 367.1863 - logits_profile_predictions_loss: 361.2962 - logcount_predictions_loss: 0.3636 290/1467 [====>.........................] - ETA: 17:38 - loss: 367.1781 - logits_profile_predictions_loss: 361.2884 - logcount_predictions_loss: 0.3636 291/1467 [====>.........................] - ETA: 17:37 - loss: 367.1700 - logits_profile_predictions_loss: 361.2806 - logcount_predictions_loss: 0.3635 292/1467 [====>.........................] - ETA: 17:37 - loss: 367.1621 - logits_profile_predictions_loss: 361.2731 - logcount_predictions_loss: 0.3635 293/1467 [====>.........................] - ETA: 17:36 - loss: 367.1547 - logits_profile_predictions_loss: 361.2661 - logcount_predictions_loss: 0.3635 294/1467 [=====>........................] - ETA: 17:35 - loss: 367.1473 - logits_profile_predictions_loss: 361.2591 - logcount_predictions_loss: 0.3635 295/1467 [=====>........................] - ETA: 17:34 - loss: 367.1401 - logits_profile_predictions_loss: 361.2522 - logcount_predictions_loss: 0.3635 296/1467 [=====>........................] - ETA: 17:33 - loss: 367.1331 - logits_profile_predictions_loss: 361.2455 - logcount_predictions_loss: 0.3634 297/1467 [=====>........................] - ETA: 17:32 - loss: 367.1263 - logits_profile_predictions_loss: 361.2390 - logcount_predictions_loss: 0.3634 298/1467 [=====>........................] - ETA: 17:31 - loss: 367.1198 - logits_profile_predictions_loss: 361.2328 - logcount_predictions_loss: 0.3634 299/1467 [=====>........................] - ETA: 17:30 - loss: 367.1124 - 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[============================>.] - ETA: 27s - loss: 365.8408 - logits_profile_predictions_loss: 360.0322 - logcount_predictions_loss: 0.3586 1438/1467 [============================>.] - ETA: 26s - loss: 365.8404 - logits_profile_predictions_loss: 360.0317 - logcount_predictions_loss: 0.3586 1439/1467 [============================>.] - ETA: 25s - loss: 365.8399 - logits_profile_predictions_loss: 360.0313 - logcount_predictions_loss: 0.3586 1440/1467 [============================>.] - ETA: 24s - loss: 365.8394 - logits_profile_predictions_loss: 360.0309 - logcount_predictions_loss: 0.3586 1441/1467 [============================>.] - ETA: 23s - loss: 365.8390 - logits_profile_predictions_loss: 360.0304 - logcount_predictions_loss: 0.3586 1442/1467 [============================>.] - ETA: 22s - loss: 365.8385 - logits_profile_predictions_loss: 360.0300 - logcount_predictions_loss: 0.3585 1443/1467 [============================>.] - ETA: 21s - loss: 365.8381 - 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[============================>.] - ETA: 15s - loss: 365.8349 - logits_profile_predictions_loss: 360.0267 - logcount_predictions_loss: 0.3585 1451/1467 [============================>.] - ETA: 14s - loss: 365.8344 - logits_profile_predictions_loss: 360.0262 - logcount_predictions_loss: 0.3585 1452/1467 [============================>.] - ETA: 13s - loss: 365.8339 - logits_profile_predictions_loss: 360.0258 - logcount_predictions_loss: 0.3585 1453/1467 [============================>.] - ETA: 12s - loss: 365.8334 - logits_profile_predictions_loss: 360.0253 - logcount_predictions_loss: 0.3585 1454/1467 [============================>.] - ETA: 11s - loss: 365.8329 - logits_profile_predictions_loss: 360.0249 - logcount_predictions_loss: 0.3585 1455/1467 [============================>.] - ETA: 10s - loss: 365.8324 - logits_profile_predictions_loss: 360.0244 - logcount_predictions_loss: 0.3585 1456/1467 [============================>.] - ETA: 9s - loss: 365.8319 - logits_profile_predictions_loss: 360.0240 - logcount_predictions_loss: 0.3585  1457/1467 [============================>.] - ETA: 9s - loss: 365.8314 - logits_profile_predictions_loss: 360.0235 - logcount_predictions_loss: 0.3585 1458/1467 [============================>.] - ETA: 8s - loss: 365.8309 - logits_profile_predictions_loss: 360.0230 - logcount_predictions_loss: 0.3585 1459/1467 [============================>.] - ETA: 7s - loss: 365.8303 - logits_profile_predictions_loss: 360.0225 - logcount_predictions_loss: 0.3585 1460/1467 [============================>.] - ETA: 6s - loss: 365.8299 - logits_profile_predictions_loss: 360.0221 - logcount_predictions_loss: 0.3585 1461/1467 [============================>.] - ETA: 5s - loss: 365.8293 - logits_profile_predictions_loss: 360.0216 - logcount_predictions_loss: 0.3585 1462/1467 [============================>.] - ETA: 4s - loss: 365.8288 - logits_profile_predictions_loss: 360.0212 - logcount_predictions_loss: 0.3585 1463/1467 [============================>.] - ETA: 3s - loss: 365.8283 - logits_profile_predictions_loss: 360.0207 - logcount_predictions_loss: 0.3585 1464/1467 [============================>.] - ETA: 2s - loss: 365.8278 - logits_profile_predictions_loss: 360.0202 - logcount_predictions_loss: 0.3585 1465/1467 [============================>.] - ETA: 1s - loss: 365.8273 - logits_profile_predictions_loss: 360.0197 - logcount_predictions_loss: 0.3585 1466/1467 [============================>.] - ETA: 0s - loss: 365.8267 - logits_profile_predictions_loss: 360.0192 - logcount_predictions_loss: 0.3585 1467/1467 [==============================] - ETA: 0s - loss: 365.8262 - logits_profile_predictions_loss: 360.0187 - logcount_predictions_loss: 0.3585 1467/1467 [==============================] - 1383s 943ms/step - loss: 365.8257 - logits_profile_predictions_loss: 360.0183 - logcount_predictions_loss: 0.3585 - val_loss: 412.9694 - val_logits_profile_predictions_loss: 406.9389 - val_logcount_predictions_loss: 0.3722 Epoch 00003: val_loss improved from 415.06317 to 412.96939, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 4/50 1/1467 [..............................] - ETA: 22:42 - loss: 380.3169 - logits_profile_predictions_loss: 374.4642 - logcount_predictions_loss: 0.3613 2/1467 [..............................] - ETA: 21:59 - loss: 370.0511 - logits_profile_predictions_loss: 364.4151 - logcount_predictions_loss: 0.3479 3/1467 [..............................] - ETA: 21:58 - loss: 366.3557 - logits_profile_predictions_loss: 360.7618 - logcount_predictions_loss: 0.3453 4/1467 [..............................] - ETA: 21:56 - loss: 361.4796 - logits_profile_predictions_loss: 355.9313 - logcount_predictions_loss: 0.3425 5/1467 [..............................] - ETA: 21:55 - loss: 360.6900 - logits_profile_predictions_loss: 355.1750 - logcount_predictions_loss: 0.3404 6/1467 [..............................] - ETA: 21:54 - loss: 360.2362 - 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[..............................] - ETA: 21:48 - loss: 357.3986 - logits_profile_predictions_loss: 351.8428 - logcount_predictions_loss: 0.3430 14/1467 [..............................] - ETA: 21:47 - loss: 357.2319 - logits_profile_predictions_loss: 351.6721 - logcount_predictions_loss: 0.3432 15/1467 [..............................] - ETA: 21:46 - loss: 357.2501 - logits_profile_predictions_loss: 351.6857 - logcount_predictions_loss: 0.3435 16/1467 [..............................] - ETA: 21:46 - loss: 357.4832 - logits_profile_predictions_loss: 351.9118 - logcount_predictions_loss: 0.3439 17/1467 [..............................] - ETA: 21:44 - loss: 357.6882 - logits_profile_predictions_loss: 352.1181 - logcount_predictions_loss: 0.3438 18/1467 [..............................] - ETA: 21:44 - loss: 357.7908 - logits_profile_predictions_loss: 352.2227 - logcount_predictions_loss: 0.3437 19/1467 [..............................] - ETA: 21:43 - loss: 357.9592 - 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[..............................] - ETA: 21:37 - loss: 358.1316 - logits_profile_predictions_loss: 352.5790 - logcount_predictions_loss: 0.3427 27/1467 [..............................] - ETA: 21:36 - loss: 358.1812 - logits_profile_predictions_loss: 352.6309 - logcount_predictions_loss: 0.3426 28/1467 [..............................] - ETA: 21:35 - loss: 358.2593 - logits_profile_predictions_loss: 352.7094 - logcount_predictions_loss: 0.3426 29/1467 [..............................] - ETA: 21:34 - loss: 358.3307 - logits_profile_predictions_loss: 352.7828 - logcount_predictions_loss: 0.3425 30/1467 [..............................] - ETA: 21:33 - loss: 358.4263 - logits_profile_predictions_loss: 352.8806 - logcount_predictions_loss: 0.3423 31/1467 [..............................] - ETA: 21:32 - loss: 358.5187 - logits_profile_predictions_loss: 352.9763 - logcount_predictions_loss: 0.3421 32/1467 [..............................] - ETA: 21:31 - loss: 358.5961 - logits_profile_predictions_loss: 353.0569 - logcount_predictions_loss: 0.3419 33/1467 [..............................] - ETA: 21:30 - loss: 358.6671 - logits_profile_predictions_loss: 353.1314 - logcount_predictions_loss: 0.3417 34/1467 [..............................] - ETA: 21:29 - loss: 358.7351 - logits_profile_predictions_loss: 353.2009 - logcount_predictions_loss: 0.3416 35/1467 [..............................] - ETA: 21:29 - loss: 358.8127 - logits_profile_predictions_loss: 353.2809 - logcount_predictions_loss: 0.3415 36/1467 [..............................] - ETA: 21:28 - loss: 358.8691 - logits_profile_predictions_loss: 353.3406 - logcount_predictions_loss: 0.3413 37/1467 [..............................] - ETA: 21:27 - loss: 358.9116 - logits_profile_predictions_loss: 353.3870 - logcount_predictions_loss: 0.3410 38/1467 [..............................] - ETA: 21:26 - loss: 358.9861 - logits_profile_predictions_loss: 353.4643 - logcount_predictions_loss: 0.3408 39/1467 [..............................] - ETA: 21:25 - loss: 359.0740 - logits_profile_predictions_loss: 353.5558 - logcount_predictions_loss: 0.3406 40/1467 [..............................] - ETA: 21:24 - loss: 359.1564 - logits_profile_predictions_loss: 353.6422 - logcount_predictions_loss: 0.3404 41/1467 [..............................] - ETA: 21:23 - loss: 359.2076 - logits_profile_predictions_loss: 353.6975 - logcount_predictions_loss: 0.3401 42/1467 [..............................] - ETA: 21:22 - loss: 359.2807 - logits_profile_predictions_loss: 353.7743 - logcount_predictions_loss: 0.3399 43/1467 [..............................] - ETA: 21:21 - loss: 359.3455 - logits_profile_predictions_loss: 353.8431 - logcount_predictions_loss: 0.3396 44/1467 [..............................] - ETA: 21:20 - loss: 359.4080 - logits_profile_predictions_loss: 353.9093 - logcount_predictions_loss: 0.3394 45/1467 [..............................] - ETA: 21:19 - loss: 359.4585 - 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[>.............................] - ETA: 21:13 - loss: 359.8550 - logits_profile_predictions_loss: 354.3834 - logcount_predictions_loss: 0.3378 53/1467 [>.............................] - ETA: 21:12 - loss: 359.9117 - logits_profile_predictions_loss: 354.4418 - logcount_predictions_loss: 0.3376 54/1467 [>.............................] - ETA: 21:12 - loss: 359.9614 - logits_profile_predictions_loss: 354.4932 - logcount_predictions_loss: 0.3375 55/1467 [>.............................] - ETA: 21:11 - loss: 360.0183 - logits_profile_predictions_loss: 354.5520 - logcount_predictions_loss: 0.3374 56/1467 [>.............................] - ETA: 21:10 - loss: 360.0635 - logits_profile_predictions_loss: 354.5992 - logcount_predictions_loss: 0.3373 57/1467 [>.............................] - ETA: 21:09 - loss: 360.1140 - logits_profile_predictions_loss: 354.6517 - logcount_predictions_loss: 0.3372 58/1467 [>.............................] - ETA: 21:08 - loss: 360.1643 - 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[>.............................] - ETA: 21:02 - loss: 360.3312 - logits_profile_predictions_loss: 354.8824 - logcount_predictions_loss: 0.3363 66/1467 [>.............................] - ETA: 21:01 - loss: 360.3365 - logits_profile_predictions_loss: 354.8897 - logcount_predictions_loss: 0.3362 67/1467 [>.............................] - ETA: 21:00 - loss: 360.3453 - logits_profile_predictions_loss: 354.9004 - logcount_predictions_loss: 0.3361 68/1467 [>.............................] - ETA: 20:59 - loss: 360.3601 - logits_profile_predictions_loss: 354.9173 - logcount_predictions_loss: 0.3360 69/1467 [>.............................] - ETA: 20:58 - loss: 360.3724 - logits_profile_predictions_loss: 354.9315 - logcount_predictions_loss: 0.3359 70/1467 [>.............................] - ETA: 20:57 - loss: 360.3866 - logits_profile_predictions_loss: 354.9476 - logcount_predictions_loss: 0.3357 71/1467 [>.............................] - ETA: 20:56 - loss: 360.3961 - 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[>.............................] - ETA: 20:50 - loss: 360.5104 - logits_profile_predictions_loss: 355.0840 - logcount_predictions_loss: 0.3350 79/1467 [>.............................] - ETA: 20:49 - loss: 360.5383 - logits_profile_predictions_loss: 355.1136 - logcount_predictions_loss: 0.3349 80/1467 [>.............................] - ETA: 20:48 - loss: 360.5681 - logits_profile_predictions_loss: 355.1449 - logcount_predictions_loss: 0.3348 81/1467 [>.............................] - ETA: 20:47 - loss: 360.5893 - logits_profile_predictions_loss: 355.1678 - logcount_predictions_loss: 0.3347 82/1467 [>.............................] - ETA: 20:46 - loss: 360.6088 - logits_profile_predictions_loss: 355.1892 - logcount_predictions_loss: 0.3345 83/1467 [>.............................] - ETA: 20:45 - loss: 360.6355 - logits_profile_predictions_loss: 355.2177 - logcount_predictions_loss: 0.3344 84/1467 [>.............................] - ETA: 20:44 - loss: 360.6607 - 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[>.............................] - ETA: 20:38 - loss: 360.7968 - logits_profile_predictions_loss: 355.3916 - logcount_predictions_loss: 0.3337 92/1467 [>.............................] - ETA: 20:37 - loss: 360.8129 - logits_profile_predictions_loss: 355.4095 - logcount_predictions_loss: 0.3335 93/1467 [>.............................] - ETA: 20:36 - loss: 360.8309 - logits_profile_predictions_loss: 355.4290 - logcount_predictions_loss: 0.3334 94/1467 [>.............................] - ETA: 20:35 - loss: 360.8479 - logits_profile_predictions_loss: 355.4474 - logcount_predictions_loss: 0.3334 95/1467 [>.............................] - ETA: 20:35 - loss: 360.8639 - logits_profile_predictions_loss: 355.4647 - logcount_predictions_loss: 0.3333 96/1467 [>.............................] - ETA: 20:34 - loss: 360.8815 - logits_profile_predictions_loss: 355.4838 - logcount_predictions_loss: 0.3332 97/1467 [>.............................] - ETA: 20:33 - loss: 360.8973 - 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[=====>........................] - ETA: 17:30 - loss: 361.0377 - logits_profile_predictions_loss: 355.6432 - logcount_predictions_loss: 0.3330 300/1467 [=====>........................] - ETA: 17:29 - loss: 361.0409 - logits_profile_predictions_loss: 355.6464 - logcount_predictions_loss: 0.3330 301/1467 [=====>........................] - ETA: 17:28 - loss: 361.0435 - logits_profile_predictions_loss: 355.6489 - logcount_predictions_loss: 0.3330 302/1467 [=====>........................] - ETA: 17:27 - loss: 361.0461 - logits_profile_predictions_loss: 355.6514 - logcount_predictions_loss: 0.3330 303/1467 [=====>........................] - ETA: 17:27 - loss: 361.0485 - logits_profile_predictions_loss: 355.6538 - logcount_predictions_loss: 0.3330 304/1467 [=====>........................] - ETA: 17:26 - loss: 361.0507 - logits_profile_predictions_loss: 355.6559 - logcount_predictions_loss: 0.3330 305/1467 [=====>........................] - ETA: 17:25 - loss: 361.0529 - 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[=====>........................] - ETA: 17:18 - loss: 361.0646 - logits_profile_predictions_loss: 355.6693 - logcount_predictions_loss: 0.3330 313/1467 [=====>........................] - ETA: 17:18 - loss: 361.0659 - logits_profile_predictions_loss: 355.6706 - logcount_predictions_loss: 0.3330 314/1467 [=====>........................] - ETA: 17:17 - loss: 361.0678 - logits_profile_predictions_loss: 355.6724 - logcount_predictions_loss: 0.3331 315/1467 [=====>........................] - ETA: 17:16 - loss: 361.0698 - logits_profile_predictions_loss: 355.6744 - logcount_predictions_loss: 0.3331 316/1467 [=====>........................] - ETA: 17:15 - loss: 361.0717 - logits_profile_predictions_loss: 355.6763 - logcount_predictions_loss: 0.3331 317/1467 [=====>........................] - ETA: 17:14 - loss: 361.0735 - logits_profile_predictions_loss: 355.6779 - logcount_predictions_loss: 0.3331 318/1467 [=====>........................] - ETA: 17:13 - loss: 361.0751 - 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[=====>........................] - ETA: 17:07 - loss: 361.0898 - logits_profile_predictions_loss: 355.6938 - logcount_predictions_loss: 0.3331 326/1467 [=====>........................] - ETA: 17:06 - loss: 361.0921 - logits_profile_predictions_loss: 355.6960 - logcount_predictions_loss: 0.3331 327/1467 [=====>........................] - ETA: 17:05 - loss: 361.0941 - logits_profile_predictions_loss: 355.6979 - logcount_predictions_loss: 0.3331 328/1467 [=====>........................] - ETA: 17:04 - loss: 361.0961 - logits_profile_predictions_loss: 355.6999 - logcount_predictions_loss: 0.3331 329/1467 [=====>........................] - ETA: 17:03 - loss: 361.0982 - logits_profile_predictions_loss: 355.7019 - logcount_predictions_loss: 0.3331 330/1467 [=====>........................] - ETA: 17:02 - loss: 361.1005 - logits_profile_predictions_loss: 355.7041 - logcount_predictions_loss: 0.3331 331/1467 [=====>........................] - ETA: 17:01 - loss: 361.1027 - 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[=====>........................] - ETA: 16:55 - loss: 361.1157 - logits_profile_predictions_loss: 355.7191 - logcount_predictions_loss: 0.3331 339/1467 [=====>........................] - ETA: 16:54 - loss: 361.1173 - logits_profile_predictions_loss: 355.7206 - logcount_predictions_loss: 0.3331 340/1467 [=====>........................] - ETA: 16:53 - loss: 361.1192 - logits_profile_predictions_loss: 355.7224 - logcount_predictions_loss: 0.3331 341/1467 [=====>........................] - ETA: 16:52 - loss: 361.1206 - logits_profile_predictions_loss: 355.7238 - logcount_predictions_loss: 0.3331 342/1467 [=====>........................] - ETA: 16:52 - loss: 361.1224 - logits_profile_predictions_loss: 355.7254 - logcount_predictions_loss: 0.3331 343/1467 [======>.......................] - ETA: 16:51 - loss: 361.1243 - logits_profile_predictions_loss: 355.7273 - logcount_predictions_loss: 0.3332 344/1467 [======>.......................] - ETA: 16:50 - loss: 361.1264 - 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[======>.......................] - ETA: 16:43 - loss: 361.1384 - logits_profile_predictions_loss: 355.7403 - logcount_predictions_loss: 0.3332 352/1467 [======>.......................] - ETA: 16:43 - loss: 361.1403 - logits_profile_predictions_loss: 355.7422 - logcount_predictions_loss: 0.3332 353/1467 [======>.......................] - ETA: 16:42 - loss: 361.1423 - logits_profile_predictions_loss: 355.7440 - logcount_predictions_loss: 0.3332 354/1467 [======>.......................] - ETA: 16:41 - loss: 361.1441 - logits_profile_predictions_loss: 355.7457 - logcount_predictions_loss: 0.3332 355/1467 [======>.......................] - ETA: 16:40 - loss: 361.1458 - logits_profile_predictions_loss: 355.7472 - logcount_predictions_loss: 0.3333 356/1467 [======>.......................] - ETA: 16:39 - loss: 361.1475 - logits_profile_predictions_loss: 355.7487 - logcount_predictions_loss: 0.3333 357/1467 [======>.......................] - ETA: 16:38 - loss: 361.1490 - 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[============================>.] - ETA: 33s - loss: 361.6202 - logits_profile_predictions_loss: 356.2156 - logcount_predictions_loss: 0.3336 1431/1467 [============================>.] - ETA: 32s - loss: 361.6205 - logits_profile_predictions_loss: 356.2159 - logcount_predictions_loss: 0.3336 1432/1467 [============================>.] - ETA: 31s - loss: 361.6208 - logits_profile_predictions_loss: 356.2162 - logcount_predictions_loss: 0.3336 1433/1467 [============================>.] - ETA: 30s - loss: 361.6210 - logits_profile_predictions_loss: 356.2165 - logcount_predictions_loss: 0.3336 1434/1467 [============================>.] - ETA: 29s - loss: 361.6213 - logits_profile_predictions_loss: 356.2168 - logcount_predictions_loss: 0.3336 1435/1467 [============================>.] - ETA: 28s - loss: 361.6216 - logits_profile_predictions_loss: 356.2170 - logcount_predictions_loss: 0.3336 1436/1467 [============================>.] - ETA: 27s - loss: 361.6219 - 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[============================>.] - ETA: 21s - loss: 361.6235 - logits_profile_predictions_loss: 356.2191 - logcount_predictions_loss: 0.3336 1444/1467 [============================>.] - ETA: 20s - loss: 361.6238 - logits_profile_predictions_loss: 356.2194 - logcount_predictions_loss: 0.3336 1445/1467 [============================>.] - ETA: 19s - loss: 361.6240 - logits_profile_predictions_loss: 356.2196 - logcount_predictions_loss: 0.3336 1446/1467 [============================>.] - ETA: 18s - loss: 361.6243 - logits_profile_predictions_loss: 356.2199 - logcount_predictions_loss: 0.3336 1447/1467 [============================>.] - ETA: 18s - loss: 361.6245 - logits_profile_predictions_loss: 356.2201 - logcount_predictions_loss: 0.3336 1448/1467 [============================>.] - ETA: 17s - loss: 361.6247 - logits_profile_predictions_loss: 356.2204 - logcount_predictions_loss: 0.3336 1449/1467 [============================>.] - ETA: 16s - loss: 361.6250 - 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[============================>.] - ETA: 9s - loss: 361.6265 - logits_profile_predictions_loss: 356.2223 - logcount_predictions_loss: 0.3336  1457/1467 [============================>.] - ETA: 9s - loss: 361.6267 - logits_profile_predictions_loss: 356.2225 - logcount_predictions_loss: 0.3336 1458/1467 [============================>.] - ETA: 8s - loss: 361.6268 - logits_profile_predictions_loss: 356.2227 - logcount_predictions_loss: 0.3336 1459/1467 [============================>.] - ETA: 7s - loss: 361.6270 - logits_profile_predictions_loss: 356.2229 - logcount_predictions_loss: 0.3336 1460/1467 [============================>.] - ETA: 6s - loss: 361.6273 - logits_profile_predictions_loss: 356.2231 - logcount_predictions_loss: 0.3336 1461/1467 [============================>.] - ETA: 5s - loss: 361.6275 - logits_profile_predictions_loss: 356.2234 - logcount_predictions_loss: 0.3336 1462/1467 [============================>.] - ETA: 4s - loss: 361.6277 - logits_profile_predictions_loss: 356.2236 - logcount_predictions_loss: 0.3336 1463/1467 [============================>.] - ETA: 3s - loss: 361.6279 - logits_profile_predictions_loss: 356.2238 - logcount_predictions_loss: 0.3336 1464/1467 [============================>.] - ETA: 2s - loss: 361.6281 - logits_profile_predictions_loss: 356.2240 - logcount_predictions_loss: 0.3336 1465/1467 [============================>.] - ETA: 1s - loss: 361.6283 - logits_profile_predictions_loss: 356.2242 - logcount_predictions_loss: 0.3336 1466/1467 [============================>.] - ETA: 0s - loss: 361.6284 - logits_profile_predictions_loss: 356.2244 - logcount_predictions_loss: 0.3336 1467/1467 [==============================] - ETA: 0s - loss: 361.6286 - logits_profile_predictions_loss: 356.2246 - logcount_predictions_loss: 0.3336 1467/1467 [==============================] - 1383s 943ms/step - loss: 361.6288 - logits_profile_predictions_loss: 356.2248 - logcount_predictions_loss: 0.3336 - val_loss: 410.6314 - val_logits_profile_predictions_loss: 405.3493 - val_logcount_predictions_loss: 0.3261 Epoch 00004: val_loss improved from 412.96939 to 410.63144, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 5/50 1/1467 [..............................] - ETA: 22:41 - loss: 361.4115 - logits_profile_predictions_loss: 356.7440 - logcount_predictions_loss: 0.2881 2/1467 [..............................] - ETA: 22:01 - loss: 361.1661 - logits_profile_predictions_loss: 356.5611 - logcount_predictions_loss: 0.2843 3/1467 [..............................] - ETA: 21:59 - loss: 357.9547 - logits_profile_predictions_loss: 353.3132 - logcount_predictions_loss: 0.2865 4/1467 [..............................] - ETA: 21:57 - loss: 355.9995 - logits_profile_predictions_loss: 351.3574 - logcount_predictions_loss: 0.2865 5/1467 [..............................] - ETA: 21:56 - loss: 354.5344 - logits_profile_predictions_loss: 349.8921 - 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logits_profile_predictions_loss: 351.5889 - logcount_predictions_loss: 0.3130 169/1467 [==>...........................] - ETA: 19:28 - loss: 356.6821 - logits_profile_predictions_loss: 351.6115 - logcount_predictions_loss: 0.3130 170/1467 [==>...........................] - ETA: 19:27 - loss: 356.7045 - logits_profile_predictions_loss: 351.6338 - logcount_predictions_loss: 0.3130 171/1467 [==>...........................] - ETA: 19:26 - loss: 356.7262 - logits_profile_predictions_loss: 351.6554 - logcount_predictions_loss: 0.3130 172/1467 [==>...........................] - ETA: 19:25 - loss: 356.7480 - logits_profile_predictions_loss: 351.6771 - logcount_predictions_loss: 0.3130 173/1467 [==>...........................] - ETA: 19:25 - loss: 356.7692 - logits_profile_predictions_loss: 351.6983 - logcount_predictions_loss: 0.3130 174/1467 [==>...........................] - ETA: 19:24 - loss: 356.7893 - logits_profile_predictions_loss: 351.7183 - logcount_predictions_loss: 0.3130 175/1467 [==>...........................] - ETA: 19:23 - loss: 356.8084 - logits_profile_predictions_loss: 351.7373 - logcount_predictions_loss: 0.3130 176/1467 [==>...........................] - ETA: 19:22 - loss: 356.8269 - logits_profile_predictions_loss: 351.7556 - logcount_predictions_loss: 0.3130 177/1467 [==>...........................] - ETA: 19:21 - loss: 356.8447 - logits_profile_predictions_loss: 351.7734 - logcount_predictions_loss: 0.3130 178/1467 [==>...........................] - ETA: 19:20 - loss: 356.8618 - logits_profile_predictions_loss: 351.7903 - logcount_predictions_loss: 0.3131 179/1467 [==>...........................] - ETA: 19:19 - loss: 356.8789 - logits_profile_predictions_loss: 351.8072 - logcount_predictions_loss: 0.3131 180/1467 [==>...........................] - ETA: 19:18 - loss: 356.8962 - logits_profile_predictions_loss: 351.8242 - logcount_predictions_loss: 0.3131 181/1467 [==>...........................] - ETA: 19:17 - loss: 356.9127 - logits_profile_predictions_loss: 351.8405 - logcount_predictions_loss: 0.3131 182/1467 [==>...........................] - ETA: 19:16 - loss: 356.9287 - logits_profile_predictions_loss: 351.8563 - logcount_predictions_loss: 0.3131 183/1467 [==>...........................] - ETA: 19:15 - loss: 356.9444 - logits_profile_predictions_loss: 351.8718 - logcount_predictions_loss: 0.3131 184/1467 [==>...........................] - ETA: 19:15 - loss: 356.9600 - logits_profile_predictions_loss: 351.8872 - logcount_predictions_loss: 0.3131 185/1467 [==>...........................] - ETA: 19:14 - loss: 356.9742 - logits_profile_predictions_loss: 351.9012 - logcount_predictions_loss: 0.3131 186/1467 [==>...........................] - ETA: 19:13 - loss: 356.9872 - logits_profile_predictions_loss: 351.9139 - logcount_predictions_loss: 0.3132 187/1467 [==>...........................] - ETA: 19:12 - loss: 357.0004 - logits_profile_predictions_loss: 351.9267 - logcount_predictions_loss: 0.3132 188/1467 [==>...........................] - ETA: 19:11 - loss: 357.0133 - logits_profile_predictions_loss: 351.9393 - logcount_predictions_loss: 0.3132 189/1467 [==>...........................] - ETA: 19:10 - loss: 357.0258 - logits_profile_predictions_loss: 351.9515 - logcount_predictions_loss: 0.3132 190/1467 [==>...........................] - ETA: 19:09 - loss: 357.0378 - logits_profile_predictions_loss: 351.9632 - logcount_predictions_loss: 0.3132 191/1467 [==>...........................] - ETA: 19:08 - loss: 357.0498 - logits_profile_predictions_loss: 351.9749 - logcount_predictions_loss: 0.3133 192/1467 [==>...........................] - ETA: 19:07 - loss: 357.0620 - logits_profile_predictions_loss: 351.9869 - logcount_predictions_loss: 0.3133 193/1467 [==>...........................] - ETA: 19:07 - loss: 357.0738 - logits_profile_predictions_loss: 351.9985 - logcount_predictions_loss: 0.3133 194/1467 [==>...........................] - ETA: 19:06 - loss: 357.0860 - logits_profile_predictions_loss: 352.0105 - logcount_predictions_loss: 0.3133 195/1467 [==>...........................] - ETA: 19:05 - loss: 357.0983 - logits_profile_predictions_loss: 352.0225 - logcount_predictions_loss: 0.3133 196/1467 [===>..........................] - ETA: 19:04 - loss: 357.1103 - logits_profile_predictions_loss: 352.0343 - logcount_predictions_loss: 0.3133 197/1467 [===>..........................] - ETA: 19:03 - loss: 357.1216 - logits_profile_predictions_loss: 352.0454 - logcount_predictions_loss: 0.3133 198/1467 [===>..........................] - ETA: 19:02 - loss: 357.1331 - logits_profile_predictions_loss: 352.0565 - logcount_predictions_loss: 0.3134 199/1467 [===>..........................] - ETA: 19:01 - loss: 357.1444 - logits_profile_predictions_loss: 352.0676 - logcount_predictions_loss: 0.3134 200/1467 [===>..........................] - ETA: 19:00 - loss: 357.1558 - logits_profile_predictions_loss: 352.0787 - logcount_predictions_loss: 0.3134 201/1467 [===>..........................] - ETA: 18:59 - loss: 357.1674 - logits_profile_predictions_loss: 352.0900 - logcount_predictions_loss: 0.3134 202/1467 [===>..........................] - ETA: 18:58 - loss: 357.1789 - logits_profile_predictions_loss: 352.1012 - logcount_predictions_loss: 0.3134 203/1467 [===>..........................] - ETA: 18:57 - loss: 357.1899 - logits_profile_predictions_loss: 352.1120 - logcount_predictions_loss: 0.3134 204/1467 [===>..........................] - ETA: 18:57 - loss: 357.2007 - logits_profile_predictions_loss: 352.1225 - logcount_predictions_loss: 0.3135 205/1467 [===>..........................] - ETA: 18:56 - loss: 357.2120 - logits_profile_predictions_loss: 352.1336 - logcount_predictions_loss: 0.3135 206/1467 [===>..........................] - ETA: 18:55 - loss: 357.2232 - logits_profile_predictions_loss: 352.1444 - logcount_predictions_loss: 0.3135 207/1467 [===>..........................] - ETA: 18:54 - loss: 357.2341 - logits_profile_predictions_loss: 352.1549 - logcount_predictions_loss: 0.3135 208/1467 [===>..........................] - ETA: 18:53 - loss: 357.2445 - logits_profile_predictions_loss: 352.1650 - logcount_predictions_loss: 0.3135 209/1467 [===>..........................] - ETA: 18:52 - loss: 357.2557 - logits_profile_predictions_loss: 352.1759 - logcount_predictions_loss: 0.3136 210/1467 [===>..........................] - ETA: 18:51 - loss: 357.2680 - logits_profile_predictions_loss: 352.1879 - logcount_predictions_loss: 0.3136 211/1467 [===>..........................] - ETA: 18:50 - loss: 357.2798 - logits_profile_predictions_loss: 352.1993 - logcount_predictions_loss: 0.3136 212/1467 [===>..........................] - ETA: 18:49 - loss: 357.2915 - logits_profile_predictions_loss: 352.2107 - logcount_predictions_loss: 0.3136 213/1467 [===>..........................] - ETA: 18:49 - loss: 357.3041 - logits_profile_predictions_loss: 352.2230 - logcount_predictions_loss: 0.3136 214/1467 [===>..........................] - ETA: 18:48 - loss: 357.3175 - logits_profile_predictions_loss: 352.2361 - logcount_predictions_loss: 0.3137 215/1467 [===>..........................] - ETA: 18:47 - loss: 357.3302 - logits_profile_predictions_loss: 352.2485 - logcount_predictions_loss: 0.3137 216/1467 [===>..........................] - ETA: 18:46 - loss: 357.3436 - logits_profile_predictions_loss: 352.2616 - logcount_predictions_loss: 0.3137 217/1467 [===>..........................] - ETA: 18:45 - loss: 357.3569 - logits_profile_predictions_loss: 352.2746 - logcount_predictions_loss: 0.3137 218/1467 [===>..........................] - ETA: 18:44 - loss: 357.3698 - logits_profile_predictions_loss: 352.2872 - logcount_predictions_loss: 0.3137 219/1467 [===>..........................] - ETA: 18:43 - loss: 357.3821 - logits_profile_predictions_loss: 352.2993 - logcount_predictions_loss: 0.3138 220/1467 [===>..........................] - ETA: 18:42 - loss: 357.3948 - logits_profile_predictions_loss: 352.3117 - logcount_predictions_loss: 0.3138 221/1467 [===>..........................] - ETA: 18:41 - loss: 357.4084 - logits_profile_predictions_loss: 352.3249 - logcount_predictions_loss: 0.3138 222/1467 [===>..........................] - ETA: 18:40 - loss: 357.4219 - logits_profile_predictions_loss: 352.3380 - logcount_predictions_loss: 0.3138 223/1467 [===>..........................] - ETA: 18:40 - loss: 357.4348 - logits_profile_predictions_loss: 352.3505 - logcount_predictions_loss: 0.3138 224/1467 [===>..........................] - ETA: 18:39 - loss: 357.4487 - logits_profile_predictions_loss: 352.3641 - logcount_predictions_loss: 0.3139 225/1467 [===>..........................] - ETA: 18:38 - loss: 357.4623 - logits_profile_predictions_loss: 352.3774 - logcount_predictions_loss: 0.3139 226/1467 [===>..........................] - ETA: 18:37 - loss: 357.4760 - logits_profile_predictions_loss: 352.3908 - logcount_predictions_loss: 0.3139 227/1467 [===>..........................] - ETA: 18:36 - loss: 357.4896 - logits_profile_predictions_loss: 352.4041 - logcount_predictions_loss: 0.3139 228/1467 [===>..........................] - ETA: 18:35 - loss: 357.5024 - logits_profile_predictions_loss: 352.4166 - logcount_predictions_loss: 0.3139 229/1467 [===>..........................] - ETA: 18:34 - loss: 357.5146 - logits_profile_predictions_loss: 352.4286 - logcount_predictions_loss: 0.3139 230/1467 [===>..........................] - ETA: 18:33 - loss: 357.5266 - logits_profile_predictions_loss: 352.4404 - logcount_predictions_loss: 0.3140 231/1467 [===>..........................] - ETA: 18:32 - loss: 357.5380 - logits_profile_predictions_loss: 352.4515 - logcount_predictions_loss: 0.3140 232/1467 [===>..........................] - ETA: 18:31 - loss: 357.5498 - logits_profile_predictions_loss: 352.4631 - logcount_predictions_loss: 0.3140 233/1467 [===>..........................] - ETA: 18:31 - loss: 357.5619 - logits_profile_predictions_loss: 352.4749 - logcount_predictions_loss: 0.3140 234/1467 [===>..........................] - ETA: 18:30 - loss: 357.5740 - logits_profile_predictions_loss: 352.4868 - logcount_predictions_loss: 0.3140 235/1467 [===>..........................] - ETA: 18:29 - loss: 357.5864 - logits_profile_predictions_loss: 352.4989 - logcount_predictions_loss: 0.3140 236/1467 [===>..........................] - ETA: 18:28 - loss: 357.5981 - logits_profile_predictions_loss: 352.5104 - logcount_predictions_loss: 0.3140 237/1467 [===>..........................] - ETA: 18:27 - loss: 357.6097 - logits_profile_predictions_loss: 352.5218 - logcount_predictions_loss: 0.3141 238/1467 [===>..........................] - ETA: 18:26 - loss: 357.6207 - logits_profile_predictions_loss: 352.5326 - logcount_predictions_loss: 0.3141 239/1467 [===>..........................] - ETA: 18:25 - loss: 357.6314 - logits_profile_predictions_loss: 352.5431 - logcount_predictions_loss: 0.3141 240/1467 [===>..........................] - ETA: 18:24 - loss: 357.6419 - logits_profile_predictions_loss: 352.5534 - logcount_predictions_loss: 0.3141 241/1467 [===>..........................] - ETA: 18:23 - loss: 357.6521 - logits_profile_predictions_loss: 352.5635 - logcount_predictions_loss: 0.3141 242/1467 [===>..........................] - ETA: 18:22 - loss: 357.6621 - logits_profile_predictions_loss: 352.5734 - logcount_predictions_loss: 0.3141 243/1467 [===>..........................] - ETA: 18:22 - loss: 357.6721 - logits_profile_predictions_loss: 352.5833 - logcount_predictions_loss: 0.3141 244/1467 [===>..........................] - ETA: 18:21 - loss: 357.6829 - logits_profile_predictions_loss: 352.5939 - logcount_predictions_loss: 0.3141 245/1467 [====>.........................] - ETA: 18:20 - loss: 357.6936 - logits_profile_predictions_loss: 352.6045 - logcount_predictions_loss: 0.3141 246/1467 [====>.........................] - ETA: 18:19 - loss: 357.7042 - logits_profile_predictions_loss: 352.6149 - logcount_predictions_loss: 0.3141 247/1467 [====>.........................] - ETA: 18:18 - loss: 357.7144 - logits_profile_predictions_loss: 352.6250 - logcount_predictions_loss: 0.3142 248/1467 [====>.........................] - ETA: 18:17 - loss: 357.7251 - logits_profile_predictions_loss: 352.6356 - logcount_predictions_loss: 0.3142 249/1467 [====>.........................] - ETA: 18:16 - loss: 357.7352 - logits_profile_predictions_loss: 352.6456 - logcount_predictions_loss: 0.3142 250/1467 [====>.........................] - ETA: 18:15 - loss: 357.7450 - logits_profile_predictions_loss: 352.6552 - logcount_predictions_loss: 0.3142 251/1467 [====>.........................] - ETA: 18:14 - loss: 357.7543 - logits_profile_predictions_loss: 352.6644 - logcount_predictions_loss: 0.3142 252/1467 [====>.........................] - ETA: 18:13 - loss: 357.7634 - logits_profile_predictions_loss: 352.6736 - logcount_predictions_loss: 0.3142 253/1467 [====>.........................] - ETA: 18:13 - loss: 357.7728 - logits_profile_predictions_loss: 352.6829 - logcount_predictions_loss: 0.3142 254/1467 [====>.........................] - ETA: 18:12 - loss: 357.7819 - logits_profile_predictions_loss: 352.6919 - logcount_predictions_loss: 0.3142 255/1467 [====>.........................] - ETA: 18:11 - loss: 357.7911 - logits_profile_predictions_loss: 352.7010 - logcount_predictions_loss: 0.3142 256/1467 [====>.........................] - ETA: 18:10 - loss: 357.8005 - logits_profile_predictions_loss: 352.7105 - logcount_predictions_loss: 0.3142 257/1467 [====>.........................] - ETA: 18:09 - loss: 357.8101 - logits_profile_predictions_loss: 352.7200 - logcount_predictions_loss: 0.3142 258/1467 [====>.........................] - ETA: 18:08 - loss: 357.8204 - logits_profile_predictions_loss: 352.7302 - logcount_predictions_loss: 0.3142 259/1467 [====>.........................] - ETA: 18:07 - loss: 357.8307 - logits_profile_predictions_loss: 352.7404 - logcount_predictions_loss: 0.3142 260/1467 [====>.........................] - ETA: 18:06 - loss: 357.8412 - logits_profile_predictions_loss: 352.7509 - logcount_predictions_loss: 0.3142 261/1467 [====>.........................] - ETA: 18:05 - loss: 357.8516 - logits_profile_predictions_loss: 352.7612 - logcount_predictions_loss: 0.3142 262/1467 [====>.........................] - ETA: 18:04 - loss: 357.8618 - logits_profile_predictions_loss: 352.7713 - logcount_predictions_loss: 0.3142 263/1467 [====>.........................] - ETA: 18:04 - loss: 357.8721 - logits_profile_predictions_loss: 352.7815 - logcount_predictions_loss: 0.3142 264/1467 [====>.........................] - ETA: 18:03 - loss: 357.8820 - logits_profile_predictions_loss: 352.7914 - logcount_predictions_loss: 0.3142 265/1467 [====>.........................] - ETA: 18:02 - loss: 357.8917 - logits_profile_predictions_loss: 352.8010 - logcount_predictions_loss: 0.3142 266/1467 [====>.........................] - ETA: 18:01 - loss: 357.9019 - logits_profile_predictions_loss: 352.8112 - logcount_predictions_loss: 0.3142 267/1467 [====>.........................] - ETA: 18:00 - loss: 357.9118 - logits_profile_predictions_loss: 352.8210 - logcount_predictions_loss: 0.3142 268/1467 [====>.........................] - ETA: 17:59 - loss: 357.9217 - logits_profile_predictions_loss: 352.8308 - logcount_predictions_loss: 0.3142 269/1467 [====>.........................] - ETA: 17:58 - loss: 357.9320 - logits_profile_predictions_loss: 352.8411 - logcount_predictions_loss: 0.3143 270/1467 [====>.........................] - ETA: 17:57 - loss: 357.9425 - logits_profile_predictions_loss: 352.8515 - logcount_predictions_loss: 0.3143 271/1467 [====>.........................] - ETA: 17:56 - loss: 357.9525 - logits_profile_predictions_loss: 352.8615 - logcount_predictions_loss: 0.3143 272/1467 [====>.........................] - ETA: 17:55 - loss: 357.9624 - logits_profile_predictions_loss: 352.8713 - logcount_predictions_loss: 0.3143 273/1467 [====>.........................] - ETA: 17:55 - loss: 357.9717 - logits_profile_predictions_loss: 352.8806 - logcount_predictions_loss: 0.3143 274/1467 [====>.........................] - ETA: 17:54 - loss: 357.9815 - logits_profile_predictions_loss: 352.8905 - logcount_predictions_loss: 0.3143 275/1467 [====>.........................] - ETA: 17:53 - loss: 357.9911 - logits_profile_predictions_loss: 352.9000 - logcount_predictions_loss: 0.3143 276/1467 [====>.........................] - ETA: 17:52 - loss: 358.0010 - logits_profile_predictions_loss: 352.9100 - logcount_predictions_loss: 0.3143 277/1467 [====>.........................] - ETA: 17:51 - loss: 358.0104 - logits_profile_predictions_loss: 352.9194 - logcount_predictions_loss: 0.3143 278/1467 [====>.........................] - ETA: 17:50 - loss: 358.0193 - logits_profile_predictions_loss: 352.9282 - logcount_predictions_loss: 0.3143 279/1467 [====>.........................] - ETA: 17:49 - loss: 358.0276 - logits_profile_predictions_loss: 352.9366 - logcount_predictions_loss: 0.3143 280/1467 [====>.........................] - ETA: 17:48 - loss: 358.0360 - logits_profile_predictions_loss: 352.9450 - logcount_predictions_loss: 0.3143 281/1467 [====>.........................] - ETA: 17:47 - loss: 358.0443 - logits_profile_predictions_loss: 352.9533 - logcount_predictions_loss: 0.3143 282/1467 [====>.........................] - ETA: 17:46 - loss: 358.0524 - logits_profile_predictions_loss: 352.9614 - logcount_predictions_loss: 0.3143 283/1467 [====>.........................] - ETA: 17:46 - loss: 358.0605 - logits_profile_predictions_loss: 352.9696 - logcount_predictions_loss: 0.3143 284/1467 [====>.........................] - ETA: 17:45 - loss: 358.0688 - logits_profile_predictions_loss: 352.9779 - logcount_predictions_loss: 0.3142 285/1467 [====>.........................] - ETA: 17:44 - loss: 358.0773 - logits_profile_predictions_loss: 352.9865 - logcount_predictions_loss: 0.3142 286/1467 [====>.........................] - ETA: 17:43 - loss: 358.0862 - logits_profile_predictions_loss: 352.9954 - logcount_predictions_loss: 0.3142 287/1467 [====>.........................] - ETA: 17:42 - loss: 358.0944 - logits_profile_predictions_loss: 353.0036 - logcount_predictions_loss: 0.3142 288/1467 [====>.........................] - ETA: 17:41 - loss: 358.1031 - logits_profile_predictions_loss: 353.0124 - logcount_predictions_loss: 0.3142 289/1467 [====>.........................] - ETA: 17:40 - loss: 358.1116 - logits_profile_predictions_loss: 353.0209 - logcount_predictions_loss: 0.3142 290/1467 [====>.........................] - ETA: 17:39 - loss: 358.1202 - logits_profile_predictions_loss: 353.0296 - logcount_predictions_loss: 0.3142 291/1467 [====>.........................] - ETA: 17:38 - loss: 358.1287 - logits_profile_predictions_loss: 353.0382 - logcount_predictions_loss: 0.3142 292/1467 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logits_profile_predictions_loss: 353.0959 - logcount_predictions_loss: 0.3142 299/1467 [=====>........................] - ETA: 17:31 - loss: 358.1942 - logits_profile_predictions_loss: 353.1041 - logcount_predictions_loss: 0.3142 300/1467 [=====>........................] - ETA: 17:30 - loss: 358.2022 - logits_profile_predictions_loss: 353.1122 - logcount_predictions_loss: 0.3142 301/1467 [=====>........................] - ETA: 17:29 - loss: 358.2102 - logits_profile_predictions_loss: 353.1202 - logcount_predictions_loss: 0.3142 302/1467 [=====>........................] - ETA: 17:28 - loss: 358.2180 - logits_profile_predictions_loss: 353.1281 - logcount_predictions_loss: 0.3142 303/1467 [=====>........................] - ETA: 17:28 - loss: 358.2262 - logits_profile_predictions_loss: 353.1364 - logcount_predictions_loss: 0.3142 304/1467 [=====>........................] - ETA: 17:27 - loss: 358.2344 - logits_profile_predictions_loss: 353.1446 - logcount_predictions_loss: 0.3142 305/1467 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[============================>.] - ETA: 39s - loss: 360.0462 - logits_profile_predictions_loss: 354.9767 - logcount_predictions_loss: 0.3129 1424/1467 [============================>.] - ETA: 38s - loss: 360.0456 - logits_profile_predictions_loss: 354.9761 - logcount_predictions_loss: 0.3129 1425/1467 [============================>.] - ETA: 37s - loss: 360.0449 - logits_profile_predictions_loss: 354.9755 - logcount_predictions_loss: 0.3129 1426/1467 [============================>.] - ETA: 36s - loss: 360.0443 - logits_profile_predictions_loss: 354.9749 - logcount_predictions_loss: 0.3129 1427/1467 [============================>.] - ETA: 36s - loss: 360.0437 - logits_profile_predictions_loss: 354.9743 - logcount_predictions_loss: 0.3129 1428/1467 [============================>.] - ETA: 35s - loss: 360.0430 - logits_profile_predictions_loss: 354.9737 - logcount_predictions_loss: 0.3129 1429/1467 [============================>.] - ETA: 34s - loss: 360.0424 - 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[============================>.] - ETA: 27s - loss: 360.0383 - logits_profile_predictions_loss: 354.9692 - logcount_predictions_loss: 0.3129 1437/1467 [============================>.] - ETA: 27s - loss: 360.0377 - logits_profile_predictions_loss: 354.9686 - logcount_predictions_loss: 0.3129 1438/1467 [============================>.] - ETA: 26s - loss: 360.0372 - logits_profile_predictions_loss: 354.9681 - logcount_predictions_loss: 0.3129 1439/1467 [============================>.] - ETA: 25s - loss: 360.0366 - logits_profile_predictions_loss: 354.9676 - logcount_predictions_loss: 0.3129 1440/1467 [============================>.] - ETA: 24s - loss: 360.0360 - logits_profile_predictions_loss: 354.9670 - logcount_predictions_loss: 0.3129 1441/1467 [============================>.] - ETA: 23s - loss: 360.0355 - logits_profile_predictions_loss: 354.9665 - logcount_predictions_loss: 0.3129 1442/1467 [============================>.] - ETA: 22s - loss: 360.0349 - 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[============================>.] - ETA: 16s - loss: 360.0305 - logits_profile_predictions_loss: 354.9617 - logcount_predictions_loss: 0.3129 1450/1467 [============================>.] - ETA: 15s - loss: 360.0298 - logits_profile_predictions_loss: 354.9611 - logcount_predictions_loss: 0.3129 1451/1467 [============================>.] - ETA: 14s - loss: 360.0292 - logits_profile_predictions_loss: 354.9604 - logcount_predictions_loss: 0.3129 1452/1467 [============================>.] - ETA: 13s - loss: 360.0285 - logits_profile_predictions_loss: 354.9598 - logcount_predictions_loss: 0.3129 1453/1467 [============================>.] - ETA: 12s - loss: 360.0278 - logits_profile_predictions_loss: 354.9592 - logcount_predictions_loss: 0.3129 1454/1467 [============================>.] - ETA: 11s - loss: 360.0272 - logits_profile_predictions_loss: 354.9585 - logcount_predictions_loss: 0.3129 1455/1467 [============================>.] - ETA: 10s - loss: 360.0265 - 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[============================>.] - ETA: 4s - loss: 360.0216 - logits_profile_predictions_loss: 354.9532 - logcount_predictions_loss: 0.3129 1463/1467 [============================>.] - ETA: 3s - loss: 360.0209 - logits_profile_predictions_loss: 354.9525 - logcount_predictions_loss: 0.3129 1464/1467 [============================>.] - ETA: 2s - loss: 360.0202 - logits_profile_predictions_loss: 354.9519 - logcount_predictions_loss: 0.3129 1465/1467 [============================>.] - ETA: 1s - loss: 360.0195 - logits_profile_predictions_loss: 354.9512 - logcount_predictions_loss: 0.3129 1466/1467 [============================>.] - ETA: 0s - loss: 360.0188 - logits_profile_predictions_loss: 354.9505 - logcount_predictions_loss: 0.3129 1467/1467 [==============================] - ETA: 0s - loss: 360.0181 - logits_profile_predictions_loss: 354.9499 - logcount_predictions_loss: 0.3129 1467/1467 [==============================] - 1383s 943ms/step - loss: 360.0174 - logits_profile_predictions_loss: 354.9492 - logcount_predictions_loss: 0.3128 - val_loss: 409.4581 - val_logits_profile_predictions_loss: 404.2372 - val_logcount_predictions_loss: 0.3223 Epoch 00005: val_loss improved from 410.63144 to 409.45813, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 6/50 1/1467 [..............................] - ETA: 22:30 - loss: 391.9887 - logits_profile_predictions_loss: 389.3686 - logcount_predictions_loss: 0.1617 2/1467 [..............................] - ETA: 21:55 - loss: 385.9910 - logits_profile_predictions_loss: 382.7887 - logcount_predictions_loss: 0.1977 3/1467 [..............................] - ETA: 21:56 - loss: 380.8974 - logits_profile_predictions_loss: 377.4833 - logcount_predictions_loss: 0.2107 4/1467 [..............................] - ETA: 21:56 - loss: 376.5834 - logits_profile_predictions_loss: 373.1462 - logcount_predictions_loss: 0.2122 5/1467 [..............................] - ETA: 21:55 - loss: 372.2890 - logits_profile_predictions_loss: 368.7911 - logcount_predictions_loss: 0.2159 6/1467 [..............................] - ETA: 21:55 - loss: 369.2885 - logits_profile_predictions_loss: 365.7363 - logcount_predictions_loss: 0.2193 7/1467 [..............................] - ETA: 21:54 - loss: 366.6272 - logits_profile_predictions_loss: 363.0385 - logcount_predictions_loss: 0.2215 8/1467 [..............................] - ETA: 21:53 - loss: 364.2785 - logits_profile_predictions_loss: 360.6521 - logcount_predictions_loss: 0.2239 9/1467 [..............................] - ETA: 21:52 - loss: 362.3626 - logits_profile_predictions_loss: 358.6993 - logcount_predictions_loss: 0.2261 10/1467 [..............................] - ETA: 21:51 - loss: 361.1108 - logits_profile_predictions_loss: 357.4242 - logcount_predictions_loss: 0.2276 11/1467 [..............................] - ETA: 21:50 - loss: 360.2651 - logits_profile_predictions_loss: 356.5606 - logcount_predictions_loss: 0.2287 12/1467 [..............................] - ETA: 21:49 - loss: 359.6195 - logits_profile_predictions_loss: 355.8838 - logcount_predictions_loss: 0.2306 13/1467 [..............................] - ETA: 21:48 - loss: 359.1047 - logits_profile_predictions_loss: 355.3446 - logcount_predictions_loss: 0.2321 14/1467 [..............................] - ETA: 21:47 - loss: 358.6667 - logits_profile_predictions_loss: 354.8818 - logcount_predictions_loss: 0.2336 15/1467 [..............................] - ETA: 21:46 - loss: 358.1565 - logits_profile_predictions_loss: 354.3468 - logcount_predictions_loss: 0.2352 16/1467 [..............................] - ETA: 21:45 - loss: 357.7510 - logits_profile_predictions_loss: 353.9241 - logcount_predictions_loss: 0.2362 17/1467 [..............................] - ETA: 21:44 - loss: 357.3796 - logits_profile_predictions_loss: 353.5338 - logcount_predictions_loss: 0.2374 18/1467 [..............................] - ETA: 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logcount_predictions_loss: 0.2443 25/1467 [..............................] - ETA: 21:37 - loss: 357.0310 - logits_profile_predictions_loss: 353.0562 - logcount_predictions_loss: 0.2454 26/1467 [..............................] - ETA: 21:36 - loss: 357.1089 - logits_profile_predictions_loss: 353.1167 - logcount_predictions_loss: 0.2464 27/1467 [..............................] - ETA: 21:35 - loss: 357.1504 - logits_profile_predictions_loss: 353.1362 - logcount_predictions_loss: 0.2478 28/1467 [..............................] - ETA: 21:35 - loss: 357.1857 - logits_profile_predictions_loss: 353.1502 - logcount_predictions_loss: 0.2491 29/1467 [..............................] - ETA: 21:34 - loss: 357.2092 - logits_profile_predictions_loss: 353.1536 - logcount_predictions_loss: 0.2503 30/1467 [..............................] - ETA: 21:33 - loss: 357.2083 - logits_profile_predictions_loss: 353.1328 - logcount_predictions_loss: 0.2516 31/1467 [..............................] - ETA: 21:32 - loss: 357.2187 - logits_profile_predictions_loss: 353.1256 - logcount_predictions_loss: 0.2527 32/1467 [..............................] - ETA: 21:31 - loss: 357.1948 - logits_profile_predictions_loss: 353.0851 - logcount_predictions_loss: 0.2537 33/1467 [..............................] - ETA: 21:30 - loss: 357.1925 - logits_profile_predictions_loss: 353.0670 - logcount_predictions_loss: 0.2547 34/1467 [..............................] - ETA: 21:29 - loss: 357.2229 - logits_profile_predictions_loss: 353.0817 - logcount_predictions_loss: 0.2556 35/1467 [..............................] - ETA: 21:28 - loss: 357.2559 - logits_profile_predictions_loss: 353.1001 - logcount_predictions_loss: 0.2565 36/1467 [..............................] - ETA: 21:27 - loss: 357.2686 - logits_profile_predictions_loss: 353.0986 - logcount_predictions_loss: 0.2574 37/1467 [..............................] - ETA: 21:27 - loss: 357.2669 - logits_profile_predictions_loss: 353.0842 - logcount_predictions_loss: 0.2582 38/1467 [..............................] - ETA: 21:26 - loss: 357.2651 - logits_profile_predictions_loss: 353.0706 - logcount_predictions_loss: 0.2589 39/1467 [..............................] - ETA: 21:25 - loss: 357.2602 - logits_profile_predictions_loss: 353.0541 - logcount_predictions_loss: 0.2596 40/1467 [..............................] - ETA: 21:24 - loss: 357.2445 - logits_profile_predictions_loss: 353.0280 - logcount_predictions_loss: 0.2603 41/1467 [..............................] - ETA: 21:23 - loss: 357.2154 - logits_profile_predictions_loss: 352.9887 - logcount_predictions_loss: 0.2609 42/1467 [..............................] - ETA: 21:22 - loss: 357.1778 - logits_profile_predictions_loss: 352.9408 - logcount_predictions_loss: 0.2615 43/1467 [..............................] - ETA: 21:21 - loss: 357.1251 - logits_profile_predictions_loss: 352.8783 - logcount_predictions_loss: 0.2621 44/1467 [..............................] - ETA: 21:20 - loss: 357.0568 - logits_profile_predictions_loss: 352.8006 - logcount_predictions_loss: 0.2627 45/1467 [..............................] - ETA: 21:19 - loss: 356.9945 - logits_profile_predictions_loss: 352.7283 - logcount_predictions_loss: 0.2633 46/1467 [..............................] - ETA: 21:19 - loss: 356.9420 - logits_profile_predictions_loss: 352.6664 - logcount_predictions_loss: 0.2639 47/1467 [..............................] - ETA: 21:18 - loss: 356.9020 - logits_profile_predictions_loss: 352.6168 - logcount_predictions_loss: 0.2645 48/1467 [..............................] - ETA: 21:17 - loss: 356.8458 - logits_profile_predictions_loss: 352.5519 - logcount_predictions_loss: 0.2651 49/1467 [>.............................] - ETA: 21:16 - loss: 356.8009 - logits_profile_predictions_loss: 352.4983 - logcount_predictions_loss: 0.2656 50/1467 [>.............................] - ETA: 21:15 - loss: 356.7495 - logits_profile_predictions_loss: 352.4376 - logcount_predictions_loss: 0.2662 51/1467 [>.............................] - ETA: 21:14 - loss: 356.7001 - logits_profile_predictions_loss: 352.3790 - logcount_predictions_loss: 0.2667 52/1467 [>.............................] - ETA: 21:13 - loss: 356.6674 - logits_profile_predictions_loss: 352.3374 - logcount_predictions_loss: 0.2673 53/1467 [>.............................] - ETA: 21:12 - loss: 356.6335 - logits_profile_predictions_loss: 352.2949 - logcount_predictions_loss: 0.2678 54/1467 [>.............................] - ETA: 21:11 - loss: 356.5986 - logits_profile_predictions_loss: 352.2519 - logcount_predictions_loss: 0.2683 55/1467 [>.............................] - ETA: 21:10 - loss: 356.5698 - logits_profile_predictions_loss: 352.2156 - logcount_predictions_loss: 0.2688 56/1467 [>.............................] - ETA: 21:09 - loss: 356.5500 - logits_profile_predictions_loss: 352.1884 - logcount_predictions_loss: 0.2692 57/1467 [>.............................] - ETA: 21:09 - loss: 356.5283 - logits_profile_predictions_loss: 352.1596 - logcount_predictions_loss: 0.2697 58/1467 [>.............................] - ETA: 21:08 - loss: 356.4975 - logits_profile_predictions_loss: 352.1221 - logcount_predictions_loss: 0.2701 59/1467 [>.............................] - ETA: 21:07 - loss: 356.4685 - logits_profile_predictions_loss: 352.0870 - logcount_predictions_loss: 0.2705 60/1467 [>.............................] - ETA: 21:06 - loss: 356.4510 - logits_profile_predictions_loss: 352.0632 - logcount_predictions_loss: 0.2708 61/1467 [>.............................] - ETA: 21:05 - loss: 356.4272 - logits_profile_predictions_loss: 352.0335 - logcount_predictions_loss: 0.2712 62/1467 [>.............................] - ETA: 21:04 - loss: 356.4093 - logits_profile_predictions_loss: 352.0099 - logcount_predictions_loss: 0.2716 63/1467 [>.............................] - ETA: 21:03 - loss: 356.3971 - logits_profile_predictions_loss: 351.9916 - logcount_predictions_loss: 0.2719 64/1467 [>.............................] - ETA: 21:02 - loss: 356.3819 - logits_profile_predictions_loss: 351.9704 - logcount_predictions_loss: 0.2723 65/1467 [>.............................] - ETA: 21:02 - loss: 356.3603 - logits_profile_predictions_loss: 351.9434 - logcount_predictions_loss: 0.2726 66/1467 [>.............................] - ETA: 21:01 - loss: 356.3367 - logits_profile_predictions_loss: 351.9148 - logcount_predictions_loss: 0.2730 67/1467 [>.............................] - ETA: 21:00 - loss: 356.3137 - logits_profile_predictions_loss: 351.8866 - logcount_predictions_loss: 0.2733 68/1467 [>.............................] - ETA: 20:59 - loss: 356.2902 - logits_profile_predictions_loss: 351.8579 - logcount_predictions_loss: 0.2736 69/1467 [>.............................] - ETA: 20:58 - loss: 356.2673 - logits_profile_predictions_loss: 351.8300 - logcount_predictions_loss: 0.2739 70/1467 [>.............................] - ETA: 20:57 - loss: 356.2485 - 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[>.............................] - ETA: 20:51 - loss: 356.1099 - logits_profile_predictions_loss: 351.6360 - logcount_predictions_loss: 0.2762 78/1467 [>.............................] - ETA: 20:50 - loss: 356.0964 - logits_profile_predictions_loss: 351.6181 - logcount_predictions_loss: 0.2764 79/1467 [>.............................] - ETA: 20:49 - loss: 356.0846 - logits_profile_predictions_loss: 351.6020 - logcount_predictions_loss: 0.2767 80/1467 [>.............................] - ETA: 20:48 - loss: 356.0778 - logits_profile_predictions_loss: 351.5911 - logcount_predictions_loss: 0.2770 81/1467 [>.............................] - ETA: 20:47 - loss: 356.0680 - logits_profile_predictions_loss: 351.5775 - logcount_predictions_loss: 0.2772 82/1467 [>.............................] - ETA: 20:46 - loss: 356.0584 - logits_profile_predictions_loss: 351.5644 - logcount_predictions_loss: 0.2774 83/1467 [>.............................] - ETA: 20:46 - loss: 356.0502 - logits_profile_predictions_loss: 351.5530 - logcount_predictions_loss: 0.2776 84/1467 [>.............................] - ETA: 20:45 - loss: 356.0421 - logits_profile_predictions_loss: 351.5418 - logcount_predictions_loss: 0.2778 85/1467 [>.............................] - ETA: 20:44 - loss: 356.0323 - logits_profile_predictions_loss: 351.5292 - logcount_predictions_loss: 0.2780 86/1467 [>.............................] - ETA: 20:43 - loss: 356.0213 - logits_profile_predictions_loss: 351.5155 - logcount_predictions_loss: 0.2781 87/1467 [>.............................] - ETA: 20:42 - loss: 356.0102 - logits_profile_predictions_loss: 351.5017 - logcount_predictions_loss: 0.2783 88/1467 [>.............................] - ETA: 20:41 - loss: 356.0036 - logits_profile_predictions_loss: 351.4926 - logcount_predictions_loss: 0.2785 89/1467 [>.............................] - ETA: 20:40 - loss: 356.0051 - logits_profile_predictions_loss: 351.4917 - logcount_predictions_loss: 0.2786 90/1467 [>.............................] - ETA: 20:39 - loss: 356.0058 - logits_profile_predictions_loss: 351.4901 - logcount_predictions_loss: 0.2788 91/1467 [>.............................] - ETA: 20:38 - loss: 356.0075 - logits_profile_predictions_loss: 351.4892 - logcount_predictions_loss: 0.2789 92/1467 [>.............................] - ETA: 20:37 - loss: 356.0084 - logits_profile_predictions_loss: 351.4878 - logcount_predictions_loss: 0.2790 93/1467 [>.............................] - ETA: 20:37 - loss: 356.0067 - logits_profile_predictions_loss: 351.4839 - logcount_predictions_loss: 0.2792 94/1467 [>.............................] - ETA: 20:36 - loss: 356.0048 - logits_profile_predictions_loss: 351.4799 - logcount_predictions_loss: 0.2793 95/1467 [>.............................] - ETA: 20:35 - loss: 356.0020 - logits_profile_predictions_loss: 351.4750 - logcount_predictions_loss: 0.2794 96/1467 [>.............................] - ETA: 20:34 - loss: 356.0015 - 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[==>...........................] - ETA: 19:06 - loss: 355.6373 - logits_profile_predictions_loss: 350.9953 - logcount_predictions_loss: 0.2865 195/1467 [==>...........................] - ETA: 19:05 - loss: 355.6341 - logits_profile_predictions_loss: 350.9914 - logcount_predictions_loss: 0.2866 196/1467 [===>..........................] - ETA: 19:04 - loss: 355.6312 - logits_profile_predictions_loss: 350.9878 - logcount_predictions_loss: 0.2866 197/1467 [===>..........................] - ETA: 19:03 - loss: 355.6285 - logits_profile_predictions_loss: 350.9844 - logcount_predictions_loss: 0.2867 198/1467 [===>..........................] - ETA: 19:02 - loss: 355.6252 - logits_profile_predictions_loss: 350.9804 - logcount_predictions_loss: 0.2867 199/1467 [===>..........................] - ETA: 19:01 - loss: 355.6226 - logits_profile_predictions_loss: 350.9772 - logcount_predictions_loss: 0.2868 200/1467 [===>..........................] - ETA: 19:00 - loss: 355.6205 - 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[====>.........................] - ETA: 17:44 - loss: 355.6624 - logits_profile_predictions_loss: 350.9880 - logcount_predictions_loss: 0.2885 286/1467 [====>.........................] - ETA: 17:43 - loss: 355.6646 - logits_profile_predictions_loss: 350.9899 - logcount_predictions_loss: 0.2886 287/1467 [====>.........................] - ETA: 17:42 - loss: 355.6666 - logits_profile_predictions_loss: 350.9918 - logcount_predictions_loss: 0.2886 288/1467 [====>.........................] - ETA: 17:41 - loss: 355.6689 - logits_profile_predictions_loss: 350.9939 - logcount_predictions_loss: 0.2886 289/1467 [====>.........................] - ETA: 17:40 - loss: 355.6713 - logits_profile_predictions_loss: 350.9962 - logcount_predictions_loss: 0.2886 290/1467 [====>.........................] - ETA: 17:39 - loss: 355.6739 - logits_profile_predictions_loss: 350.9985 - logcount_predictions_loss: 0.2886 291/1467 [====>.........................] - ETA: 17:38 - loss: 355.6765 - 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[=====>........................] - ETA: 17:32 - loss: 355.6926 - logits_profile_predictions_loss: 351.0160 - logcount_predictions_loss: 0.2887 299/1467 [=====>........................] - ETA: 17:31 - loss: 355.6944 - logits_profile_predictions_loss: 351.0177 - logcount_predictions_loss: 0.2887 300/1467 [=====>........................] - ETA: 17:30 - loss: 355.6962 - logits_profile_predictions_loss: 351.0194 - logcount_predictions_loss: 0.2887 301/1467 [=====>........................] - ETA: 17:29 - loss: 355.6981 - logits_profile_predictions_loss: 351.0211 - logcount_predictions_loss: 0.2887 302/1467 [=====>........................] - ETA: 17:28 - loss: 355.6997 - logits_profile_predictions_loss: 351.0225 - logcount_predictions_loss: 0.2887 303/1467 [=====>........................] - ETA: 17:27 - loss: 355.7014 - logits_profile_predictions_loss: 351.0240 - logcount_predictions_loss: 0.2887 304/1467 [=====>........................] - ETA: 17:26 - loss: 355.7032 - 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[=====>........................] - ETA: 17:20 - loss: 355.7165 - logits_profile_predictions_loss: 351.0377 - logcount_predictions_loss: 0.2888 312/1467 [=====>........................] - ETA: 17:19 - loss: 355.7184 - logits_profile_predictions_loss: 351.0394 - logcount_predictions_loss: 0.2888 313/1467 [=====>........................] - ETA: 17:18 - loss: 355.7205 - logits_profile_predictions_loss: 351.0414 - logcount_predictions_loss: 0.2888 314/1467 [=====>........................] - ETA: 17:17 - loss: 355.7227 - logits_profile_predictions_loss: 351.0434 - logcount_predictions_loss: 0.2888 315/1467 [=====>........................] - ETA: 17:17 - loss: 355.7247 - logits_profile_predictions_loss: 351.0452 - logcount_predictions_loss: 0.2889 316/1467 [=====>........................] - ETA: 17:16 - loss: 355.7266 - logits_profile_predictions_loss: 351.0469 - logcount_predictions_loss: 0.2889 317/1467 [=====>........................] - ETA: 17:15 - loss: 355.7285 - 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[=====>........................] - ETA: 17:08 - loss: 355.7403 - logits_profile_predictions_loss: 351.0594 - logcount_predictions_loss: 0.2889 325/1467 [=====>........................] - ETA: 17:08 - loss: 355.7419 - logits_profile_predictions_loss: 351.0608 - logcount_predictions_loss: 0.2890 326/1467 [=====>........................] - ETA: 17:07 - loss: 355.7434 - logits_profile_predictions_loss: 351.0622 - logcount_predictions_loss: 0.2890 327/1467 [=====>........................] - ETA: 17:06 - loss: 355.7445 - logits_profile_predictions_loss: 351.0631 - logcount_predictions_loss: 0.2890 328/1467 [=====>........................] - ETA: 17:05 - loss: 355.7458 - logits_profile_predictions_loss: 351.0642 - logcount_predictions_loss: 0.2890 329/1467 [=====>........................] - ETA: 17:04 - loss: 355.7473 - logits_profile_predictions_loss: 351.0656 - logcount_predictions_loss: 0.2890 330/1467 [=====>........................] - ETA: 17:03 - loss: 355.7489 - 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[=====>........................] - ETA: 16:57 - loss: 355.7611 - logits_profile_predictions_loss: 351.0783 - logcount_predictions_loss: 0.2891 338/1467 [=====>........................] - ETA: 16:56 - loss: 355.7631 - logits_profile_predictions_loss: 351.0802 - logcount_predictions_loss: 0.2891 339/1467 [=====>........................] - ETA: 16:55 - loss: 355.7653 - logits_profile_predictions_loss: 351.0824 - logcount_predictions_loss: 0.2891 340/1467 [=====>........................] - ETA: 16:54 - loss: 355.7679 - logits_profile_predictions_loss: 351.0848 - logcount_predictions_loss: 0.2891 341/1467 [=====>........................] - ETA: 16:53 - loss: 355.7702 - logits_profile_predictions_loss: 351.0869 - logcount_predictions_loss: 0.2891 342/1467 [=====>........................] - ETA: 16:52 - loss: 355.7722 - logits_profile_predictions_loss: 351.0888 - logcount_predictions_loss: 0.2891 343/1467 [======>.......................] - ETA: 16:51 - loss: 355.7743 - 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[======>.......................] - ETA: 16:45 - loss: 355.7904 - logits_profile_predictions_loss: 351.1055 - logcount_predictions_loss: 0.2892 351/1467 [======>.......................] - ETA: 16:44 - loss: 355.7922 - logits_profile_predictions_loss: 351.1071 - logcount_predictions_loss: 0.2892 352/1467 [======>.......................] - ETA: 16:43 - loss: 355.7941 - logits_profile_predictions_loss: 351.1088 - logcount_predictions_loss: 0.2892 353/1467 [======>.......................] - ETA: 16:42 - loss: 355.7958 - logits_profile_predictions_loss: 351.1104 - logcount_predictions_loss: 0.2892 354/1467 [======>.......................] - ETA: 16:41 - loss: 355.7976 - logits_profile_predictions_loss: 351.1120 - logcount_predictions_loss: 0.2892 355/1467 [======>.......................] - ETA: 16:41 - loss: 355.7992 - logits_profile_predictions_loss: 351.1134 - logcount_predictions_loss: 0.2892 356/1467 [======>.......................] - ETA: 16:40 - loss: 355.8009 - 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[============================>.] - ETA: 34s - loss: 356.0225 - logits_profile_predictions_loss: 351.2876 - logcount_predictions_loss: 0.2923 1430/1467 [============================>.] - ETA: 33s - loss: 356.0224 - logits_profile_predictions_loss: 351.2876 - logcount_predictions_loss: 0.2923 1431/1467 [============================>.] - ETA: 32s - loss: 356.0223 - logits_profile_predictions_loss: 351.2875 - logcount_predictions_loss: 0.2923 1432/1467 [============================>.] - ETA: 31s - loss: 356.0223 - logits_profile_predictions_loss: 351.2874 - logcount_predictions_loss: 0.2923 1433/1467 [============================>.] - ETA: 30s - loss: 356.0222 - logits_profile_predictions_loss: 351.2873 - logcount_predictions_loss: 0.2923 1434/1467 [============================>.] - ETA: 29s - loss: 356.0221 - logits_profile_predictions_loss: 351.2873 - logcount_predictions_loss: 0.2923 1435/1467 [============================>.] - ETA: 28s - loss: 356.0221 - 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[============================>.] - ETA: 22s - loss: 356.0216 - logits_profile_predictions_loss: 351.2866 - logcount_predictions_loss: 0.2923 1443/1467 [============================>.] - ETA: 21s - loss: 356.0215 - logits_profile_predictions_loss: 351.2865 - logcount_predictions_loss: 0.2923 1444/1467 [============================>.] - ETA: 20s - loss: 356.0214 - logits_profile_predictions_loss: 351.2864 - logcount_predictions_loss: 0.2923 1445/1467 [============================>.] - ETA: 19s - loss: 356.0213 - logits_profile_predictions_loss: 351.2863 - logcount_predictions_loss: 0.2923 1446/1467 [============================>.] - ETA: 18s - loss: 356.0212 - logits_profile_predictions_loss: 351.2862 - logcount_predictions_loss: 0.2923 1447/1467 [============================>.] - ETA: 18s - loss: 356.0211 - logits_profile_predictions_loss: 351.2861 - logcount_predictions_loss: 0.2923 1448/1467 [============================>.] - ETA: 17s - loss: 356.0211 - 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942ms/step - loss: 356.0196 - logits_profile_predictions_loss: 351.2843 - logcount_predictions_loss: 0.2923 - val_loss: 409.2526 - val_logits_profile_predictions_loss: 403.8450 - val_logcount_predictions_loss: 0.3338 Epoch 00006: val_loss improved from 409.45813 to 409.25262, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 7/50 1/1467 [..............................] - ETA: 22:37 - loss: 338.2859 - logits_profile_predictions_loss: 332.6134 - logcount_predictions_loss: 0.3502 2/1467 [..............................] - ETA: 21:57 - loss: 350.9288 - logits_profile_predictions_loss: 345.2969 - logcount_predictions_loss: 0.3477 3/1467 [..............................] - ETA: 21:57 - loss: 354.3094 - logits_profile_predictions_loss: 348.9150 - logcount_predictions_loss: 0.3330 4/1467 [..............................] - ETA: 21:57 - loss: 354.3715 - logits_profile_predictions_loss: 349.1432 - 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[============================>.] - ETA: 40s - loss: 354.3921 - logits_profile_predictions_loss: 349.8804 - logcount_predictions_loss: 0.2785 1423/1467 [============================>.] - ETA: 39s - loss: 354.3919 - logits_profile_predictions_loss: 349.8801 - logcount_predictions_loss: 0.2785 1424/1467 [============================>.] - ETA: 38s - loss: 354.3916 - logits_profile_predictions_loss: 349.8799 - logcount_predictions_loss: 0.2785 1425/1467 [============================>.] - ETA: 37s - loss: 354.3914 - logits_profile_predictions_loss: 349.8796 - logcount_predictions_loss: 0.2785 1426/1467 [============================>.] - ETA: 36s - loss: 354.3911 - logits_profile_predictions_loss: 349.8793 - logcount_predictions_loss: 0.2785 1427/1467 [============================>.] - ETA: 35s - loss: 354.3909 - logits_profile_predictions_loss: 349.8791 - logcount_predictions_loss: 0.2785 1428/1467 [============================>.] - ETA: 35s - loss: 354.3907 - 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[============================>.] - ETA: 28s - loss: 354.3891 - logits_profile_predictions_loss: 349.8772 - logcount_predictions_loss: 0.2785 1436/1467 [============================>.] - ETA: 27s - loss: 354.3889 - logits_profile_predictions_loss: 349.8770 - logcount_predictions_loss: 0.2785 1437/1467 [============================>.] - ETA: 26s - loss: 354.3887 - logits_profile_predictions_loss: 349.8768 - logcount_predictions_loss: 0.2785 1438/1467 [============================>.] - ETA: 26s - loss: 354.3885 - logits_profile_predictions_loss: 349.8766 - logcount_predictions_loss: 0.2785 1439/1467 [============================>.] - ETA: 25s - loss: 354.3882 - logits_profile_predictions_loss: 349.8764 - logcount_predictions_loss: 0.2785 1440/1467 [============================>.] - ETA: 24s - loss: 354.3880 - logits_profile_predictions_loss: 349.8761 - logcount_predictions_loss: 0.2785 1441/1467 [============================>.] - ETA: 23s - loss: 354.3878 - 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[============================>.] - ETA: 17s - loss: 354.3863 - logits_profile_predictions_loss: 349.8744 - logcount_predictions_loss: 0.2785 1449/1467 [============================>.] - ETA: 16s - loss: 354.3861 - logits_profile_predictions_loss: 349.8741 - logcount_predictions_loss: 0.2785 1450/1467 [============================>.] - ETA: 15s - loss: 354.3859 - logits_profile_predictions_loss: 349.8739 - logcount_predictions_loss: 0.2785 1451/1467 [============================>.] - ETA: 14s - loss: 354.3857 - logits_profile_predictions_loss: 349.8736 - logcount_predictions_loss: 0.2785 1452/1467 [============================>.] - ETA: 13s - loss: 354.3854 - logits_profile_predictions_loss: 349.8734 - logcount_predictions_loss: 0.2785 1453/1467 [============================>.] - ETA: 12s - loss: 354.3852 - logits_profile_predictions_loss: 349.8732 - logcount_predictions_loss: 0.2785 1454/1467 [============================>.] - ETA: 11s - loss: 354.3850 - 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[============================>.] - ETA: 5s - loss: 354.3834 - logits_profile_predictions_loss: 349.8713 - logcount_predictions_loss: 0.2785 1462/1467 [============================>.] - ETA: 4s - loss: 354.3832 - logits_profile_predictions_loss: 349.8711 - logcount_predictions_loss: 0.2785 1463/1467 [============================>.] - ETA: 3s - loss: 354.3830 - logits_profile_predictions_loss: 349.8708 - logcount_predictions_loss: 0.2785 1464/1467 [============================>.] - ETA: 2s - loss: 354.3828 - logits_profile_predictions_loss: 349.8707 - logcount_predictions_loss: 0.2785 1465/1467 [============================>.] - ETA: 1s - loss: 354.3826 - logits_profile_predictions_loss: 349.8705 - logcount_predictions_loss: 0.2785 1466/1467 [============================>.] - ETA: 0s - loss: 354.3824 - logits_profile_predictions_loss: 349.8703 - logcount_predictions_loss: 0.2785 1467/1467 [==============================] - ETA: 0s - loss: 354.3822 - logits_profile_predictions_loss: 349.8701 - logcount_predictions_loss: 0.2785 1467/1467 [==============================] - 1382s 942ms/step - loss: 354.3820 - logits_profile_predictions_loss: 349.8699 - logcount_predictions_loss: 0.2785 - val_loss: 408.3447 - val_logits_profile_predictions_loss: 403.4359 - val_logcount_predictions_loss: 0.3030 Epoch 00007: val_loss improved from 409.25262 to 408.34467, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 8/50 1/1467 [..............................] - ETA: 22:34 - loss: 359.3481 - logits_profile_predictions_loss: 354.6589 - logcount_predictions_loss: 0.2895 2/1467 [..............................] - ETA: 21:58 - loss: 354.5420 - logits_profile_predictions_loss: 350.0121 - logcount_predictions_loss: 0.2796 3/1467 [..............................] - ETA: 21:58 - loss: 350.7498 - logits_profile_predictions_loss: 346.3130 - logcount_predictions_loss: 0.2739 4/1467 [..............................] - ETA: 21:56 - loss: 349.2003 - logits_profile_predictions_loss: 344.7742 - logcount_predictions_loss: 0.2732 5/1467 [..............................] - ETA: 21:55 - loss: 350.1394 - logits_profile_predictions_loss: 345.7192 - logcount_predictions_loss: 0.2729 6/1467 [..............................] - ETA: 21:54 - loss: 349.6475 - logits_profile_predictions_loss: 345.2396 - logcount_predictions_loss: 0.2721 7/1467 [..............................] - ETA: 21:53 - loss: 349.2966 - logits_profile_predictions_loss: 344.9023 - logcount_predictions_loss: 0.2713 8/1467 [..............................] - ETA: 21:52 - loss: 349.3714 - logits_profile_predictions_loss: 344.9998 - logcount_predictions_loss: 0.2699 9/1467 [..............................] - ETA: 21:51 - loss: 349.4422 - logits_profile_predictions_loss: 345.0863 - logcount_predictions_loss: 0.2689 10/1467 [..............................] - ETA: 21:50 - loss: 349.4902 - logits_profile_predictions_loss: 345.1460 - 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24/1467 [..............................] - ETA: 21:38 - loss: 350.5688 - logits_profile_predictions_loss: 346.4333 - logcount_predictions_loss: 0.2553 25/1467 [..............................] - ETA: 21:37 - loss: 350.5803 - logits_profile_predictions_loss: 346.4570 - logcount_predictions_loss: 0.2545 26/1467 [..............................] - ETA: 21:36 - loss: 350.5874 - logits_profile_predictions_loss: 346.4762 - logcount_predictions_loss: 0.2538 27/1467 [..............................] - ETA: 21:35 - loss: 350.5716 - logits_profile_predictions_loss: 346.4718 - logcount_predictions_loss: 0.2531 28/1467 [..............................] - ETA: 21:34 - loss: 350.5729 - logits_profile_predictions_loss: 346.4833 - logcount_predictions_loss: 0.2524 29/1467 [..............................] - ETA: 21:33 - loss: 350.5177 - logits_profile_predictions_loss: 346.4377 - logcount_predictions_loss: 0.2519 30/1467 [..............................] - ETA: 21:33 - loss: 350.4648 - 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[..............................] - ETA: 21:26 - loss: 350.0221 - logits_profile_predictions_loss: 345.9904 - logcount_predictions_loss: 0.2489 38/1467 [..............................] - ETA: 21:25 - loss: 349.9575 - logits_profile_predictions_loss: 345.9286 - logcount_predictions_loss: 0.2487 39/1467 [..............................] - ETA: 21:24 - loss: 349.9104 - logits_profile_predictions_loss: 345.8850 - logcount_predictions_loss: 0.2485 40/1467 [..............................] - ETA: 21:24 - loss: 349.8631 - logits_profile_predictions_loss: 345.8408 - logcount_predictions_loss: 0.2483 41/1467 [..............................] - ETA: 21:23 - loss: 349.8344 - logits_profile_predictions_loss: 345.8148 - logcount_predictions_loss: 0.2481 42/1467 [..............................] - ETA: 21:22 - loss: 349.8018 - logits_profile_predictions_loss: 345.7846 - logcount_predictions_loss: 0.2480 43/1467 [..............................] - ETA: 21:21 - loss: 349.7880 - 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[>.............................] - ETA: 21:15 - loss: 349.6823 - logits_profile_predictions_loss: 345.6783 - logcount_predictions_loss: 0.2472 51/1467 [>.............................] - ETA: 21:14 - loss: 349.6752 - logits_profile_predictions_loss: 345.6724 - logcount_predictions_loss: 0.2471 52/1467 [>.............................] - ETA: 21:13 - loss: 349.6734 - logits_profile_predictions_loss: 345.6711 - logcount_predictions_loss: 0.2471 53/1467 [>.............................] - ETA: 21:12 - loss: 349.6603 - logits_profile_predictions_loss: 345.6587 - logcount_predictions_loss: 0.2470 54/1467 [>.............................] - ETA: 21:11 - loss: 349.6480 - logits_profile_predictions_loss: 345.6467 - logcount_predictions_loss: 0.2470 55/1467 [>.............................] - ETA: 21:10 - loss: 349.6352 - logits_profile_predictions_loss: 345.6343 - logcount_predictions_loss: 0.2470 56/1467 [>.............................] - ETA: 21:09 - loss: 349.6349 - 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[>.............................] - ETA: 21:03 - loss: 349.4999 - logits_profile_predictions_loss: 345.5003 - logcount_predictions_loss: 0.2469 64/1467 [>.............................] - ETA: 21:02 - loss: 349.4840 - logits_profile_predictions_loss: 345.4847 - logcount_predictions_loss: 0.2469 65/1467 [>.............................] - ETA: 21:01 - loss: 349.4776 - logits_profile_predictions_loss: 345.4783 - logcount_predictions_loss: 0.2469 66/1467 [>.............................] - ETA: 21:00 - loss: 349.4757 - logits_profile_predictions_loss: 345.4765 - logcount_predictions_loss: 0.2469 67/1467 [>.............................] - ETA: 20:59 - loss: 349.4823 - logits_profile_predictions_loss: 345.4830 - logcount_predictions_loss: 0.2469 68/1467 [>.............................] - ETA: 20:58 - loss: 349.4954 - logits_profile_predictions_loss: 345.4955 - logcount_predictions_loss: 0.2469 69/1467 [>.............................] - ETA: 20:57 - loss: 349.5080 - 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[>.............................] - ETA: 20:51 - loss: 349.6558 - logits_profile_predictions_loss: 345.6489 - logcount_predictions_loss: 0.2473 77/1467 [>.............................] - ETA: 20:50 - loss: 349.6696 - logits_profile_predictions_loss: 345.6615 - logcount_predictions_loss: 0.2474 78/1467 [>.............................] - ETA: 20:49 - loss: 349.6852 - logits_profile_predictions_loss: 345.6761 - logcount_predictions_loss: 0.2475 79/1467 [>.............................] - ETA: 20:48 - loss: 349.6987 - logits_profile_predictions_loss: 345.6885 - logcount_predictions_loss: 0.2475 80/1467 [>.............................] - ETA: 20:48 - loss: 349.7149 - logits_profile_predictions_loss: 345.7035 - logcount_predictions_loss: 0.2476 81/1467 [>.............................] - ETA: 20:47 - loss: 349.7290 - logits_profile_predictions_loss: 345.7166 - logcount_predictions_loss: 0.2477 82/1467 [>.............................] - ETA: 20:46 - loss: 349.7466 - 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[=====>........................] - ETA: 17:32 - loss: 350.9635 - logits_profile_predictions_loss: 346.8356 - logcount_predictions_loss: 0.2548 298/1467 [=====>........................] - ETA: 17:31 - loss: 350.9670 - logits_profile_predictions_loss: 346.8390 - logcount_predictions_loss: 0.2548 299/1467 [=====>........................] - ETA: 17:30 - loss: 350.9709 - logits_profile_predictions_loss: 346.8427 - logcount_predictions_loss: 0.2548 300/1467 [=====>........................] - ETA: 17:29 - loss: 350.9748 - logits_profile_predictions_loss: 346.8464 - logcount_predictions_loss: 0.2548 301/1467 [=====>........................] - ETA: 17:28 - loss: 350.9789 - logits_profile_predictions_loss: 346.8504 - logcount_predictions_loss: 0.2548 302/1467 [=====>........................] - ETA: 17:27 - loss: 350.9835 - logits_profile_predictions_loss: 346.8548 - logcount_predictions_loss: 0.2549 303/1467 [=====>........................] - ETA: 17:26 - loss: 350.9882 - 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[=====>........................] - ETA: 17:20 - loss: 351.0208 - logits_profile_predictions_loss: 346.8909 - logcount_predictions_loss: 0.2549 311/1467 [=====>........................] - ETA: 17:19 - loss: 351.0260 - logits_profile_predictions_loss: 346.8959 - logcount_predictions_loss: 0.2549 312/1467 [=====>........................] - ETA: 17:18 - loss: 351.0316 - logits_profile_predictions_loss: 346.9013 - logcount_predictions_loss: 0.2550 313/1467 [=====>........................] - ETA: 17:17 - loss: 351.0370 - logits_profile_predictions_loss: 346.9065 - logcount_predictions_loss: 0.2550 314/1467 [=====>........................] - ETA: 17:16 - loss: 351.0426 - logits_profile_predictions_loss: 346.9119 - logcount_predictions_loss: 0.2550 315/1467 [=====>........................] - ETA: 17:15 - loss: 351.0477 - logits_profile_predictions_loss: 346.9168 - logcount_predictions_loss: 0.2550 316/1467 [=====>........................] - ETA: 17:15 - loss: 351.0523 - 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[=====>........................] - ETA: 17:08 - loss: 351.0836 - logits_profile_predictions_loss: 346.9515 - logcount_predictions_loss: 0.2551 324/1467 [=====>........................] - ETA: 17:07 - loss: 351.0881 - logits_profile_predictions_loss: 346.9559 - logcount_predictions_loss: 0.2551 325/1467 [=====>........................] - ETA: 17:06 - loss: 351.0928 - logits_profile_predictions_loss: 346.9604 - logcount_predictions_loss: 0.2551 326/1467 [=====>........................] - ETA: 17:06 - loss: 351.0973 - logits_profile_predictions_loss: 346.9648 - logcount_predictions_loss: 0.2551 327/1467 [=====>........................] - ETA: 17:05 - loss: 351.1020 - logits_profile_predictions_loss: 346.9694 - logcount_predictions_loss: 0.2551 328/1467 [=====>........................] - ETA: 17:04 - loss: 351.1065 - logits_profile_predictions_loss: 346.9738 - logcount_predictions_loss: 0.2551 329/1467 [=====>........................] - ETA: 17:03 - loss: 351.1110 - 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[=====>........................] - ETA: 16:57 - loss: 351.1407 - logits_profile_predictions_loss: 347.0069 - logcount_predictions_loss: 0.2552 337/1467 [=====>........................] - ETA: 16:56 - loss: 351.1446 - logits_profile_predictions_loss: 347.0107 - logcount_predictions_loss: 0.2552 338/1467 [=====>........................] - ETA: 16:55 - loss: 351.1486 - logits_profile_predictions_loss: 347.0146 - logcount_predictions_loss: 0.2552 339/1467 [=====>........................] - ETA: 16:54 - loss: 351.1527 - logits_profile_predictions_loss: 347.0187 - logcount_predictions_loss: 0.2552 340/1467 [=====>........................] - ETA: 16:53 - loss: 351.1568 - logits_profile_predictions_loss: 347.0226 - logcount_predictions_loss: 0.2552 341/1467 [=====>........................] - ETA: 16:52 - loss: 351.1609 - logits_profile_predictions_loss: 347.0266 - logcount_predictions_loss: 0.2552 342/1467 [=====>........................] - ETA: 16:51 - loss: 351.1650 - 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[==========================>...] - ETA: 1:33 - loss: 351.7844 - logits_profile_predictions_loss: 347.5905 - logcount_predictions_loss: 0.2589 1364/1467 [==========================>...] - ETA: 1:32 - loss: 351.7843 - logits_profile_predictions_loss: 347.5903 - logcount_predictions_loss: 0.2589 1365/1467 [==========================>...] - ETA: 1:31 - loss: 351.7842 - logits_profile_predictions_loss: 347.5902 - logcount_predictions_loss: 0.2589 1366/1467 [==========================>...] - ETA: 1:30 - loss: 351.7841 - logits_profile_predictions_loss: 347.5901 - logcount_predictions_loss: 0.2589 1367/1467 [==========================>...] - ETA: 1:30 - loss: 351.7840 - logits_profile_predictions_loss: 347.5899 - logcount_predictions_loss: 0.2589 1368/1467 [==========================>...] - ETA: 1:29 - loss: 351.7839 - logits_profile_predictions_loss: 347.5898 - logcount_predictions_loss: 0.2589 1369/1467 [==========================>...] - ETA: 1:28 - loss: 351.7838 - logits_profile_predictions_loss: 347.5897 - logcount_predictions_loss: 0.2589 1370/1467 [===========================>..] - ETA: 1:27 - loss: 351.7837 - logits_profile_predictions_loss: 347.5896 - logcount_predictions_loss: 0.2589 1371/1467 [===========================>..] - ETA: 1:26 - loss: 351.7836 - logits_profile_predictions_loss: 347.5895 - logcount_predictions_loss: 0.2589 1372/1467 [===========================>..] - ETA: 1:25 - loss: 351.7835 - logits_profile_predictions_loss: 347.5894 - logcount_predictions_loss: 0.2589 1373/1467 [===========================>..] - ETA: 1:24 - loss: 351.7835 - logits_profile_predictions_loss: 347.5894 - logcount_predictions_loss: 0.2589 1374/1467 [===========================>..] - ETA: 1:23 - loss: 351.7834 - logits_profile_predictions_loss: 347.5893 - logcount_predictions_loss: 0.2589 1375/1467 [===========================>..] - ETA: 1:22 - loss: 351.7833 - logits_profile_predictions_loss: 347.5892 - logcount_predictions_loss: 0.2589 1376/1467 [===========================>..] - ETA: 1:21 - loss: 351.7833 - logits_profile_predictions_loss: 347.5891 - logcount_predictions_loss: 0.2589 1377/1467 [===========================>..] - ETA: 1:21 - loss: 351.7832 - logits_profile_predictions_loss: 347.5890 - logcount_predictions_loss: 0.2589 1378/1467 [===========================>..] - ETA: 1:20 - loss: 351.7832 - logits_profile_predictions_loss: 347.5890 - logcount_predictions_loss: 0.2589 1379/1467 [===========================>..] - ETA: 1:19 - loss: 351.7831 - logits_profile_predictions_loss: 347.5889 - logcount_predictions_loss: 0.2589 1380/1467 [===========================>..] - ETA: 1:18 - loss: 351.7831 - logits_profile_predictions_loss: 347.5888 - logcount_predictions_loss: 0.2589 1381/1467 [===========================>..] - ETA: 1:17 - loss: 351.7830 - logits_profile_predictions_loss: 347.5888 - logcount_predictions_loss: 0.2589 1382/1467 [===========================>..] - ETA: 1:16 - loss: 351.7830 - logits_profile_predictions_loss: 347.5887 - logcount_predictions_loss: 0.2589 1383/1467 [===========================>..] - ETA: 1:15 - loss: 351.7830 - logits_profile_predictions_loss: 347.5887 - logcount_predictions_loss: 0.2589 1384/1467 [===========================>..] - ETA: 1:14 - loss: 351.7829 - logits_profile_predictions_loss: 347.5886 - logcount_predictions_loss: 0.2589 1385/1467 [===========================>..] - ETA: 1:13 - loss: 351.7829 - logits_profile_predictions_loss: 347.5886 - logcount_predictions_loss: 0.2589 1386/1467 [===========================>..] - ETA: 1:12 - loss: 351.7829 - logits_profile_predictions_loss: 347.5886 - logcount_predictions_loss: 0.2589 1387/1467 [===========================>..] - ETA: 1:12 - loss: 351.7829 - logits_profile_predictions_loss: 347.5885 - logcount_predictions_loss: 0.2589 1388/1467 [===========================>..] - ETA: 1:11 - loss: 351.7829 - logits_profile_predictions_loss: 347.5885 - logcount_predictions_loss: 0.2589 1389/1467 [===========================>..] - ETA: 1:10 - loss: 351.7828 - logits_profile_predictions_loss: 347.5884 - logcount_predictions_loss: 0.2589 1390/1467 [===========================>..] - ETA: 1:09 - loss: 351.7828 - logits_profile_predictions_loss: 347.5884 - logcount_predictions_loss: 0.2589 1391/1467 [===========================>..] - ETA: 1:08 - loss: 351.7828 - logits_profile_predictions_loss: 347.5883 - logcount_predictions_loss: 0.2589 1392/1467 [===========================>..] - ETA: 1:07 - loss: 351.7827 - logits_profile_predictions_loss: 347.5883 - logcount_predictions_loss: 0.2589 1393/1467 [===========================>..] - ETA: 1:06 - loss: 351.7827 - logits_profile_predictions_loss: 347.5882 - logcount_predictions_loss: 0.2589 1394/1467 [===========================>..] - ETA: 1:05 - loss: 351.7826 - logits_profile_predictions_loss: 347.5881 - logcount_predictions_loss: 0.2589 1395/1467 [===========================>..] - ETA: 1:04 - loss: 351.7826 - logits_profile_predictions_loss: 347.5881 - logcount_predictions_loss: 0.2589 1396/1467 [===========================>..] - ETA: 1:03 - loss: 351.7825 - logits_profile_predictions_loss: 347.5880 - logcount_predictions_loss: 0.2589 1397/1467 [===========================>..] - ETA: 1:03 - loss: 351.7825 - logits_profile_predictions_loss: 347.5879 - logcount_predictions_loss: 0.2589 1398/1467 [===========================>..] - ETA: 1:02 - loss: 351.7824 - logits_profile_predictions_loss: 347.5879 - logcount_predictions_loss: 0.2589 1399/1467 [===========================>..] - ETA: 1:01 - loss: 351.7823 - logits_profile_predictions_loss: 347.5878 - logcount_predictions_loss: 0.2589 1400/1467 [===========================>..] - ETA: 1:00 - loss: 351.7823 - logits_profile_predictions_loss: 347.5877 - logcount_predictions_loss: 0.2589 1401/1467 [===========================>..] - ETA: 59s - loss: 351.7822 - logits_profile_predictions_loss: 347.5876 - logcount_predictions_loss: 0.2589  1402/1467 [===========================>..] - ETA: 58s - loss: 351.7821 - logits_profile_predictions_loss: 347.5875 - logcount_predictions_loss: 0.2589 1403/1467 [===========================>..] - ETA: 57s - loss: 351.7820 - logits_profile_predictions_loss: 347.5874 - logcount_predictions_loss: 0.2589 1404/1467 [===========================>..] - ETA: 56s - loss: 351.7819 - logits_profile_predictions_loss: 347.5873 - logcount_predictions_loss: 0.2589 1405/1467 [===========================>..] - ETA: 55s - loss: 351.7818 - logits_profile_predictions_loss: 347.5871 - logcount_predictions_loss: 0.2589 1406/1467 [===========================>..] - ETA: 54s - loss: 351.7817 - logits_profile_predictions_loss: 347.5870 - logcount_predictions_loss: 0.2589 1407/1467 [===========================>..] - ETA: 54s - loss: 351.7815 - logits_profile_predictions_loss: 347.5868 - logcount_predictions_loss: 0.2589 1408/1467 [===========================>..] - ETA: 53s - loss: 351.7814 - logits_profile_predictions_loss: 347.5867 - logcount_predictions_loss: 0.2589 1409/1467 [===========================>..] - ETA: 52s - loss: 351.7813 - logits_profile_predictions_loss: 347.5865 - logcount_predictions_loss: 0.2589 1410/1467 [===========================>..] - ETA: 51s - loss: 351.7811 - logits_profile_predictions_loss: 347.5864 - logcount_predictions_loss: 0.2589 1411/1467 [===========================>..] - ETA: 50s - loss: 351.7810 - logits_profile_predictions_loss: 347.5863 - logcount_predictions_loss: 0.2589 1412/1467 [===========================>..] - ETA: 49s - loss: 351.7809 - logits_profile_predictions_loss: 347.5861 - logcount_predictions_loss: 0.2589 1413/1467 [===========================>..] - ETA: 48s - loss: 351.7808 - logits_profile_predictions_loss: 347.5860 - logcount_predictions_loss: 0.2589 1414/1467 [===========================>..] - ETA: 47s - loss: 351.7807 - logits_profile_predictions_loss: 347.5859 - logcount_predictions_loss: 0.2589 1415/1467 [===========================>..] - ETA: 46s - loss: 351.7806 - logits_profile_predictions_loss: 347.5858 - logcount_predictions_loss: 0.2589 1416/1467 [===========================>..] - ETA: 45s - loss: 351.7805 - logits_profile_predictions_loss: 347.5857 - logcount_predictions_loss: 0.2589 1417/1467 [===========================>..] - ETA: 45s - loss: 351.7804 - logits_profile_predictions_loss: 347.5855 - logcount_predictions_loss: 0.2589 1418/1467 [===========================>..] - ETA: 44s - loss: 351.7803 - logits_profile_predictions_loss: 347.5854 - logcount_predictions_loss: 0.2589 1419/1467 [============================>.] - ETA: 43s - loss: 351.7802 - logits_profile_predictions_loss: 347.5853 - logcount_predictions_loss: 0.2589 1420/1467 [============================>.] - ETA: 42s - loss: 351.7801 - logits_profile_predictions_loss: 347.5852 - logcount_predictions_loss: 0.2589 1421/1467 [============================>.] - ETA: 41s - loss: 351.7800 - logits_profile_predictions_loss: 347.5851 - logcount_predictions_loss: 0.2589 1422/1467 [============================>.] - ETA: 40s - loss: 351.7798 - logits_profile_predictions_loss: 347.5849 - logcount_predictions_loss: 0.2589 1423/1467 [============================>.] - ETA: 39s - loss: 351.7797 - logits_profile_predictions_loss: 347.5848 - logcount_predictions_loss: 0.2589 1424/1467 [============================>.] - ETA: 38s - loss: 351.7796 - logits_profile_predictions_loss: 347.5847 - logcount_predictions_loss: 0.2589 1425/1467 [============================>.] - ETA: 37s - loss: 351.7795 - logits_profile_predictions_loss: 347.5845 - logcount_predictions_loss: 0.2589 1426/1467 [============================>.] - ETA: 36s - loss: 351.7794 - logits_profile_predictions_loss: 347.5844 - logcount_predictions_loss: 0.2589 1427/1467 [============================>.] - ETA: 36s - loss: 351.7793 - logits_profile_predictions_loss: 347.5843 - logcount_predictions_loss: 0.2589 1428/1467 [============================>.] - ETA: 35s - loss: 351.7792 - logits_profile_predictions_loss: 347.5842 - logcount_predictions_loss: 0.2589 1429/1467 [============================>.] - ETA: 34s - loss: 351.7791 - logits_profile_predictions_loss: 347.5841 - logcount_predictions_loss: 0.2590 1430/1467 [============================>.] - ETA: 33s - loss: 351.7790 - logits_profile_predictions_loss: 347.5840 - logcount_predictions_loss: 0.2590 1431/1467 [============================>.] - ETA: 32s - loss: 351.7789 - logits_profile_predictions_loss: 347.5839 - logcount_predictions_loss: 0.2590 1432/1467 [============================>.] - ETA: 31s - loss: 351.7789 - logits_profile_predictions_loss: 347.5838 - logcount_predictions_loss: 0.2590 1433/1467 [============================>.] - ETA: 30s - loss: 351.7788 - logits_profile_predictions_loss: 347.5837 - logcount_predictions_loss: 0.2590 1434/1467 [============================>.] - ETA: 29s - loss: 351.7787 - logits_profile_predictions_loss: 347.5836 - logcount_predictions_loss: 0.2590 1435/1467 [============================>.] - ETA: 28s - loss: 351.7786 - logits_profile_predictions_loss: 347.5835 - logcount_predictions_loss: 0.2590 1436/1467 [============================>.] - ETA: 27s - loss: 351.7786 - logits_profile_predictions_loss: 347.5834 - logcount_predictions_loss: 0.2590 1437/1467 [============================>.] - ETA: 27s - loss: 351.7785 - logits_profile_predictions_loss: 347.5834 - logcount_predictions_loss: 0.2590 1438/1467 [============================>.] - ETA: 26s - loss: 351.7785 - logits_profile_predictions_loss: 347.5833 - logcount_predictions_loss: 0.2590 1439/1467 [============================>.] - ETA: 25s - loss: 351.7784 - logits_profile_predictions_loss: 347.5832 - logcount_predictions_loss: 0.2590 1440/1467 [============================>.] - ETA: 24s - loss: 351.7784 - logits_profile_predictions_loss: 347.5832 - logcount_predictions_loss: 0.2590 1441/1467 [============================>.] - ETA: 23s - loss: 351.7783 - logits_profile_predictions_loss: 347.5831 - logcount_predictions_loss: 0.2590 1442/1467 [============================>.] - ETA: 22s - loss: 351.7783 - logits_profile_predictions_loss: 347.5831 - logcount_predictions_loss: 0.2590 1443/1467 [============================>.] - ETA: 21s - loss: 351.7782 - logits_profile_predictions_loss: 347.5830 - logcount_predictions_loss: 0.2590 1444/1467 [============================>.] - ETA: 20s - loss: 351.7781 - logits_profile_predictions_loss: 347.5829 - logcount_predictions_loss: 0.2590 1445/1467 [============================>.] - ETA: 19s - loss: 351.7781 - logits_profile_predictions_loss: 347.5828 - logcount_predictions_loss: 0.2590 1446/1467 [============================>.] - ETA: 18s - loss: 351.7780 - logits_profile_predictions_loss: 347.5827 - logcount_predictions_loss: 0.2590 1447/1467 [============================>.] - ETA: 18s - loss: 351.7779 - logits_profile_predictions_loss: 347.5826 - logcount_predictions_loss: 0.2590 1448/1467 [============================>.] - ETA: 17s - loss: 351.7778 - logits_profile_predictions_loss: 347.5825 - logcount_predictions_loss: 0.2590 1449/1467 [============================>.] - ETA: 16s - loss: 351.7777 - logits_profile_predictions_loss: 347.5824 - logcount_predictions_loss: 0.2590 1450/1467 [============================>.] - ETA: 15s - loss: 351.7777 - logits_profile_predictions_loss: 347.5823 - logcount_predictions_loss: 0.2590 1451/1467 [============================>.] - ETA: 14s - loss: 351.7776 - logits_profile_predictions_loss: 347.5823 - logcount_predictions_loss: 0.2590 1452/1467 [============================>.] - ETA: 13s - loss: 351.7775 - logits_profile_predictions_loss: 347.5822 - logcount_predictions_loss: 0.2590 1453/1467 [============================>.] - ETA: 12s - loss: 351.7775 - logits_profile_predictions_loss: 347.5821 - logcount_predictions_loss: 0.2590 1454/1467 [============================>.] - ETA: 11s - loss: 351.7774 - logits_profile_predictions_loss: 347.5820 - logcount_predictions_loss: 0.2590 1455/1467 [============================>.] - ETA: 10s - loss: 351.7773 - logits_profile_predictions_loss: 347.5819 - logcount_predictions_loss: 0.2590 1456/1467 [============================>.] - ETA: 9s - loss: 351.7772 - logits_profile_predictions_loss: 347.5818 - logcount_predictions_loss: 0.2590  1457/1467 [============================>.] - ETA: 9s - loss: 351.7772 - logits_profile_predictions_loss: 347.5817 - logcount_predictions_loss: 0.2590 1458/1467 [============================>.] - ETA: 8s - loss: 351.7771 - logits_profile_predictions_loss: 347.5816 - logcount_predictions_loss: 0.2590 1459/1467 [============================>.] - ETA: 7s - loss: 351.7770 - logits_profile_predictions_loss: 347.5815 - logcount_predictions_loss: 0.2590 1460/1467 [============================>.] - ETA: 6s - loss: 351.7769 - logits_profile_predictions_loss: 347.5814 - logcount_predictions_loss: 0.2590 1461/1467 [============================>.] - ETA: 5s - loss: 351.7768 - logits_profile_predictions_loss: 347.5813 - logcount_predictions_loss: 0.2590 1462/1467 [============================>.] - ETA: 4s - loss: 351.7768 - logits_profile_predictions_loss: 347.5812 - logcount_predictions_loss: 0.2590 1463/1467 [============================>.] - ETA: 3s - loss: 351.7767 - logits_profile_predictions_loss: 347.5811 - logcount_predictions_loss: 0.2590 1464/1467 [============================>.] - ETA: 2s - loss: 351.7766 - logits_profile_predictions_loss: 347.5810 - logcount_predictions_loss: 0.2590 1465/1467 [============================>.] - ETA: 1s - loss: 351.7765 - logits_profile_predictions_loss: 347.5809 - logcount_predictions_loss: 0.2590 1466/1467 [============================>.] - ETA: 0s - loss: 351.7764 - logits_profile_predictions_loss: 347.5808 - logcount_predictions_loss: 0.2590 1467/1467 [==============================] - ETA: 0s - loss: 351.7763 - logits_profile_predictions_loss: 347.5807 - logcount_predictions_loss: 0.2590 1467/1467 [==============================] - 1383s 942ms/step - loss: 351.7762 - logits_profile_predictions_loss: 347.5806 - logcount_predictions_loss: 0.2590 - val_loss: 408.5323 - val_logits_profile_predictions_loss: 403.8224 - val_logcount_predictions_loss: 0.2907 Epoch 00008: val_loss did not improve from 408.34467 Epoch 9/50 1/1467 [..............................] - ETA: 22:32 - loss: 364.9105 - logits_profile_predictions_loss: 361.4490 - logcount_predictions_loss: 0.2137 2/1467 [..............................] - ETA: 21:58 - loss: 356.1296 - logits_profile_predictions_loss: 352.8307 - logcount_predictions_loss: 0.2036 3/1467 [..............................] - ETA: 21:58 - loss: 353.4458 - logits_profile_predictions_loss: 350.0766 - logcount_predictions_loss: 0.2080 4/1467 [..............................] - ETA: 21:57 - loss: 352.3336 - logits_profile_predictions_loss: 348.9463 - logcount_predictions_loss: 0.2091 5/1467 [..............................] - ETA: 21:56 - loss: 351.4809 - logits_profile_predictions_loss: 348.0997 - logcount_predictions_loss: 0.2087 6/1467 [..............................] - ETA: 21:55 - loss: 351.9362 - logits_profile_predictions_loss: 348.5349 - logcount_predictions_loss: 0.2100 7/1467 [..............................] - ETA: 21:54 - loss: 352.1635 - logits_profile_predictions_loss: 348.7341 - logcount_predictions_loss: 0.2117 8/1467 [..............................] - ETA: 21:53 - loss: 351.6502 - logits_profile_predictions_loss: 348.1718 - logcount_predictions_loss: 0.2147 9/1467 [..............................] - ETA: 21:53 - loss: 351.2066 - logits_profile_predictions_loss: 347.6987 - logcount_predictions_loss: 0.2165 10/1467 [..............................] - ETA: 21:51 - loss: 350.7743 - logits_profile_predictions_loss: 347.2510 - logcount_predictions_loss: 0.2175 11/1467 [..............................] - ETA: 21:50 - loss: 350.7463 - logits_profile_predictions_loss: 347.1631 - logcount_predictions_loss: 0.2212 12/1467 [..............................] - ETA: 21:49 - loss: 350.6151 - logits_profile_predictions_loss: 346.9772 - logcount_predictions_loss: 0.2246 13/1467 [..............................] - ETA: 21:48 - loss: 350.6138 - logits_profile_predictions_loss: 346.9291 - logcount_predictions_loss: 0.2274 14/1467 [..............................] - ETA: 21:47 - loss: 350.5030 - logits_profile_predictions_loss: 346.7776 - logcount_predictions_loss: 0.2300 15/1467 [..............................] - ETA: 21:46 - loss: 350.4013 - logits_profile_predictions_loss: 346.6437 - logcount_predictions_loss: 0.2320 16/1467 [..............................] - ETA: 21:45 - loss: 350.4157 - logits_profile_predictions_loss: 346.6315 - logcount_predictions_loss: 0.2336 17/1467 [..............................] - ETA: 21:44 - loss: 350.4853 - logits_profile_predictions_loss: 346.6803 - logcount_predictions_loss: 0.2349 18/1467 [..............................] - ETA: 21:43 - loss: 350.4750 - logits_profile_predictions_loss: 346.6563 - logcount_predictions_loss: 0.2357 19/1467 [..............................] - ETA: 21:43 - loss: 350.5408 - logits_profile_predictions_loss: 346.7093 - logcount_predictions_loss: 0.2365 20/1467 [..............................] - ETA: 21:42 - loss: 350.5839 - logits_profile_predictions_loss: 346.7429 - logcount_predictions_loss: 0.2371 21/1467 [..............................] - ETA: 21:41 - loss: 350.6954 - logits_profile_predictions_loss: 346.8481 - logcount_predictions_loss: 0.2375 22/1467 [..............................] - ETA: 21:40 - loss: 350.8370 - logits_profile_predictions_loss: 346.9862 - logcount_predictions_loss: 0.2377 23/1467 [..............................] - ETA: 21:39 - loss: 350.9732 - logits_profile_predictions_loss: 347.1189 - logcount_predictions_loss: 0.2379 24/1467 [..............................] - ETA: 21:38 - loss: 351.1166 - 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[===>..........................] - ETA: 18:25 - loss: 350.0815 - logits_profile_predictions_loss: 345.9591 - logcount_predictions_loss: 0.2545 240/1467 [===>..........................] - ETA: 18:24 - loss: 350.0835 - logits_profile_predictions_loss: 345.9608 - logcount_predictions_loss: 0.2545 241/1467 [===>..........................] - ETA: 18:23 - loss: 350.0859 - logits_profile_predictions_loss: 345.9630 - logcount_predictions_loss: 0.2545 242/1467 [===>..........................] - ETA: 18:22 - loss: 350.0880 - logits_profile_predictions_loss: 345.9649 - logcount_predictions_loss: 0.2545 243/1467 [===>..........................] - ETA: 18:21 - loss: 350.0901 - logits_profile_predictions_loss: 345.9668 - logcount_predictions_loss: 0.2545 244/1467 [===>..........................] - ETA: 18:20 - loss: 350.0922 - logits_profile_predictions_loss: 345.9688 - logcount_predictions_loss: 0.2545 245/1467 [====>.........................] - ETA: 18:19 - loss: 350.0945 - 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logits_profile_predictions_loss: 345.9838 - logcount_predictions_loss: 0.2546 259/1467 [====>.........................] - ETA: 18:07 - loss: 350.1088 - logits_profile_predictions_loss: 345.9835 - logcount_predictions_loss: 0.2547 260/1467 [====>.........................] - ETA: 18:06 - loss: 350.1087 - logits_profile_predictions_loss: 345.9833 - logcount_predictions_loss: 0.2547 261/1467 [====>.........................] - ETA: 18:05 - loss: 350.1091 - logits_profile_predictions_loss: 345.9836 - logcount_predictions_loss: 0.2547 262/1467 [====>.........................] - ETA: 18:04 - loss: 350.1095 - logits_profile_predictions_loss: 345.9838 - logcount_predictions_loss: 0.2547 263/1467 [====>.........................] - ETA: 18:03 - loss: 350.1106 - logits_profile_predictions_loss: 345.9848 - logcount_predictions_loss: 0.2547 264/1467 [====>.........................] - ETA: 18:02 - loss: 350.1114 - logits_profile_predictions_loss: 345.9855 - logcount_predictions_loss: 0.2547 265/1467 [====>.........................] - ETA: 18:01 - loss: 350.1126 - logits_profile_predictions_loss: 345.9866 - logcount_predictions_loss: 0.2547 266/1467 [====>.........................] - ETA: 18:00 - loss: 350.1130 - logits_profile_predictions_loss: 345.9869 - logcount_predictions_loss: 0.2547 267/1467 [====>.........................] - ETA: 17:59 - loss: 350.1133 - logits_profile_predictions_loss: 345.9871 - logcount_predictions_loss: 0.2547 268/1467 [====>.........................] - ETA: 17:59 - loss: 350.1137 - logits_profile_predictions_loss: 345.9875 - logcount_predictions_loss: 0.2547 269/1467 [====>.........................] - ETA: 17:58 - loss: 350.1141 - logits_profile_predictions_loss: 345.9878 - logcount_predictions_loss: 0.2547 270/1467 [====>.........................] - ETA: 17:57 - loss: 350.1140 - logits_profile_predictions_loss: 345.9876 - logcount_predictions_loss: 0.2547 271/1467 [====>.........................] - ETA: 17:56 - loss: 350.1141 - logits_profile_predictions_loss: 345.9876 - logcount_predictions_loss: 0.2547 272/1467 [====>.........................] - ETA: 17:55 - loss: 350.1143 - logits_profile_predictions_loss: 345.9877 - logcount_predictions_loss: 0.2547 273/1467 [====>.........................] - ETA: 17:54 - loss: 350.1145 - logits_profile_predictions_loss: 345.9878 - logcount_predictions_loss: 0.2547 274/1467 [====>.........................] - ETA: 17:53 - loss: 350.1143 - logits_profile_predictions_loss: 345.9875 - logcount_predictions_loss: 0.2547 275/1467 [====>.........................] - ETA: 17:52 - loss: 350.1142 - logits_profile_predictions_loss: 345.9873 - logcount_predictions_loss: 0.2548 276/1467 [====>.........................] - ETA: 17:51 - loss: 350.1143 - logits_profile_predictions_loss: 345.9873 - logcount_predictions_loss: 0.2548 277/1467 [====>.........................] - ETA: 17:50 - loss: 350.1143 - logits_profile_predictions_loss: 345.9872 - logcount_predictions_loss: 0.2548 278/1467 [====>.........................] - ETA: 17:50 - loss: 350.1142 - logits_profile_predictions_loss: 345.9870 - logcount_predictions_loss: 0.2548 279/1467 [====>.........................] - ETA: 17:49 - loss: 350.1143 - logits_profile_predictions_loss: 345.9870 - logcount_predictions_loss: 0.2548 280/1467 [====>.........................] - ETA: 17:48 - loss: 350.1148 - logits_profile_predictions_loss: 345.9873 - logcount_predictions_loss: 0.2548 281/1467 [====>.........................] - ETA: 17:47 - loss: 350.1150 - logits_profile_predictions_loss: 345.9875 - logcount_predictions_loss: 0.2548 282/1467 [====>.........................] - ETA: 17:46 - loss: 350.1154 - logits_profile_predictions_loss: 345.9878 - logcount_predictions_loss: 0.2548 283/1467 [====>.........................] - ETA: 17:45 - loss: 350.1158 - logits_profile_predictions_loss: 345.9881 - logcount_predictions_loss: 0.2548 284/1467 [====>.........................] - ETA: 17:44 - loss: 350.1161 - logits_profile_predictions_loss: 345.9883 - logcount_predictions_loss: 0.2548 285/1467 [====>.........................] - ETA: 17:43 - loss: 350.1167 - logits_profile_predictions_loss: 345.9889 - logcount_predictions_loss: 0.2548 286/1467 [====>.........................] - ETA: 17:42 - loss: 350.1172 - logits_profile_predictions_loss: 345.9892 - logcount_predictions_loss: 0.2548 287/1467 [====>.........................] - ETA: 17:41 - loss: 350.1175 - logits_profile_predictions_loss: 345.9895 - logcount_predictions_loss: 0.2548 288/1467 [====>.........................] - ETA: 17:41 - loss: 350.1178 - logits_profile_predictions_loss: 345.9897 - logcount_predictions_loss: 0.2548 289/1467 [====>.........................] - ETA: 17:40 - loss: 350.1179 - logits_profile_predictions_loss: 345.9897 - logcount_predictions_loss: 0.2548 290/1467 [====>.........................] - ETA: 17:39 - loss: 350.1182 - logits_profile_predictions_loss: 345.9900 - logcount_predictions_loss: 0.2548 291/1467 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[============================>.] - ETA: 40s - loss: 349.9699 - logits_profile_predictions_loss: 345.9457 - logcount_predictions_loss: 0.2484 1423/1467 [============================>.] - ETA: 39s - loss: 349.9700 - logits_profile_predictions_loss: 345.9458 - logcount_predictions_loss: 0.2484 1424/1467 [============================>.] - ETA: 38s - loss: 349.9700 - logits_profile_predictions_loss: 345.9459 - logcount_predictions_loss: 0.2484 1425/1467 [============================>.] - ETA: 37s - loss: 349.9700 - logits_profile_predictions_loss: 345.9460 - logcount_predictions_loss: 0.2484 1426/1467 [============================>.] - ETA: 36s - loss: 349.9701 - logits_profile_predictions_loss: 345.9461 - logcount_predictions_loss: 0.2484 1427/1467 [============================>.] - ETA: 35s - loss: 349.9701 - logits_profile_predictions_loss: 345.9462 - logcount_predictions_loss: 0.2484 1428/1467 [============================>.] - ETA: 35s - loss: 349.9702 - logits_profile_predictions_loss: 345.9463 - logcount_predictions_loss: 0.2484 1429/1467 [============================>.] - ETA: 34s - loss: 349.9703 - logits_profile_predictions_loss: 345.9464 - logcount_predictions_loss: 0.2484 1430/1467 [============================>.] - ETA: 33s - loss: 349.9703 - logits_profile_predictions_loss: 345.9465 - logcount_predictions_loss: 0.2484 1431/1467 [============================>.] - ETA: 32s - loss: 349.9704 - logits_profile_predictions_loss: 345.9466 - logcount_predictions_loss: 0.2484 1432/1467 [============================>.] - ETA: 31s - loss: 349.9704 - logits_profile_predictions_loss: 345.9467 - logcount_predictions_loss: 0.2484 1433/1467 [============================>.] - ETA: 30s - loss: 349.9705 - logits_profile_predictions_loss: 345.9468 - logcount_predictions_loss: 0.2484 1434/1467 [============================>.] - ETA: 29s - loss: 349.9705 - logits_profile_predictions_loss: 345.9469 - logcount_predictions_loss: 0.2484 1435/1467 [============================>.] - ETA: 28s - loss: 349.9705 - logits_profile_predictions_loss: 345.9470 - logcount_predictions_loss: 0.2484 1436/1467 [============================>.] - ETA: 27s - loss: 349.9705 - logits_profile_predictions_loss: 345.9470 - logcount_predictions_loss: 0.2484 1437/1467 [============================>.] - ETA: 26s - loss: 349.9705 - logits_profile_predictions_loss: 345.9471 - logcount_predictions_loss: 0.2484 1438/1467 [============================>.] - ETA: 26s - loss: 349.9705 - logits_profile_predictions_loss: 345.9472 - logcount_predictions_loss: 0.2484 1439/1467 [============================>.] - ETA: 25s - loss: 349.9705 - logits_profile_predictions_loss: 345.9472 - logcount_predictions_loss: 0.2484 1440/1467 [============================>.] - ETA: 24s - loss: 349.9705 - logits_profile_predictions_loss: 345.9472 - logcount_predictions_loss: 0.2484 1441/1467 [============================>.] - ETA: 23s - loss: 349.9705 - logits_profile_predictions_loss: 345.9473 - logcount_predictions_loss: 0.2484 1442/1467 [============================>.] - ETA: 22s - loss: 349.9705 - logits_profile_predictions_loss: 345.9473 - logcount_predictions_loss: 0.2484 1443/1467 [============================>.] - ETA: 21s - loss: 349.9705 - logits_profile_predictions_loss: 345.9473 - logcount_predictions_loss: 0.2484 1444/1467 [============================>.] - ETA: 20s - loss: 349.9704 - logits_profile_predictions_loss: 345.9474 - logcount_predictions_loss: 0.2483 1445/1467 [============================>.] - ETA: 19s - loss: 349.9704 - logits_profile_predictions_loss: 345.9474 - logcount_predictions_loss: 0.2483 1446/1467 [============================>.] - ETA: 18s - loss: 349.9703 - logits_profile_predictions_loss: 345.9473 - logcount_predictions_loss: 0.2483 1447/1467 [============================>.] - ETA: 17s - loss: 349.9702 - logits_profile_predictions_loss: 345.9473 - logcount_predictions_loss: 0.2483 1448/1467 [============================>.] - ETA: 17s - loss: 349.9701 - logits_profile_predictions_loss: 345.9473 - logcount_predictions_loss: 0.2483 1449/1467 [============================>.] - ETA: 16s - loss: 349.9701 - logits_profile_predictions_loss: 345.9472 - logcount_predictions_loss: 0.2483 1450/1467 [============================>.] - ETA: 15s - loss: 349.9700 - logits_profile_predictions_loss: 345.9472 - logcount_predictions_loss: 0.2483 1451/1467 [============================>.] - ETA: 14s - loss: 349.9699 - logits_profile_predictions_loss: 345.9472 - logcount_predictions_loss: 0.2483 1452/1467 [============================>.] - ETA: 13s - loss: 349.9698 - logits_profile_predictions_loss: 345.9471 - logcount_predictions_loss: 0.2483 1453/1467 [============================>.] - ETA: 12s - loss: 349.9697 - logits_profile_predictions_loss: 345.9471 - logcount_predictions_loss: 0.2483 1454/1467 [============================>.] - ETA: 11s - loss: 349.9696 - logits_profile_predictions_loss: 345.9470 - logcount_predictions_loss: 0.2483 1455/1467 [============================>.] - ETA: 10s - loss: 349.9695 - logits_profile_predictions_loss: 345.9470 - logcount_predictions_loss: 0.2483 1456/1467 [============================>.] - ETA: 9s - loss: 349.9694 - logits_profile_predictions_loss: 345.9470 - logcount_predictions_loss: 0.2483  1457/1467 [============================>.] - ETA: 8s - loss: 349.9693 - logits_profile_predictions_loss: 345.9469 - logcount_predictions_loss: 0.2483 1458/1467 [============================>.] - ETA: 8s - loss: 349.9693 - logits_profile_predictions_loss: 345.9469 - logcount_predictions_loss: 0.2483 1459/1467 [============================>.] - ETA: 7s - loss: 349.9692 - logits_profile_predictions_loss: 345.9469 - logcount_predictions_loss: 0.2483 1460/1467 [============================>.] - ETA: 6s - loss: 349.9692 - logits_profile_predictions_loss: 345.9469 - logcount_predictions_loss: 0.2483 1461/1467 [============================>.] - ETA: 5s - loss: 349.9691 - logits_profile_predictions_loss: 345.9469 - logcount_predictions_loss: 0.2483 1462/1467 [============================>.] - ETA: 4s - loss: 349.9690 - logits_profile_predictions_loss: 345.9469 - logcount_predictions_loss: 0.2483 1463/1467 [============================>.] - ETA: 3s - loss: 349.9689 - logits_profile_predictions_loss: 345.9468 - logcount_predictions_loss: 0.2483 1464/1467 [============================>.] - ETA: 2s - loss: 349.9688 - logits_profile_predictions_loss: 345.9468 - logcount_predictions_loss: 0.2483 1465/1467 [============================>.] - ETA: 1s - loss: 349.9688 - logits_profile_predictions_loss: 345.9468 - logcount_predictions_loss: 0.2483 1466/1467 [============================>.] - ETA: 0s - loss: 349.9687 - logits_profile_predictions_loss: 345.9467 - logcount_predictions_loss: 0.2483 1467/1467 [==============================] - ETA: 0s - loss: 349.9686 - logits_profile_predictions_loss: 345.9467 - logcount_predictions_loss: 0.2483 1467/1467 [==============================] - 1382s 942ms/step - loss: 349.9685 - logits_profile_predictions_loss: 345.9467 - logcount_predictions_loss: 0.2483 - val_loss: 413.0417 - val_logits_profile_predictions_loss: 405.6399 - val_logcount_predictions_loss: 0.4569 Epoch 00009: val_loss did not improve from 408.34467 Epoch 10/50 1/1467 [..............................] - ETA: 22:30 - loss: 372.4600 - logits_profile_predictions_loss: 366.5513 - logcount_predictions_loss: 0.3647 2/1467 [..............................] - ETA: 21:57 - loss: 368.2136 - logits_profile_predictions_loss: 362.5331 - logcount_predictions_loss: 0.3507 3/1467 [..............................] - ETA: 21:56 - loss: 365.6858 - logits_profile_predictions_loss: 360.3018 - logcount_predictions_loss: 0.3323 4/1467 [..............................] - ETA: 21:55 - loss: 365.1086 - logits_profile_predictions_loss: 359.8979 - logcount_predictions_loss: 0.3216 5/1467 [..............................] - ETA: 21:54 - loss: 364.5701 - logits_profile_predictions_loss: 359.4888 - logcount_predictions_loss: 0.3137 6/1467 [..............................] - ETA: 21:53 - loss: 362.8962 - logits_profile_predictions_loss: 357.8600 - logcount_predictions_loss: 0.3109 7/1467 [..............................] - ETA: 21:52 - loss: 361.7974 - logits_profile_predictions_loss: 356.8254 - logcount_predictions_loss: 0.3069 8/1467 [..............................] - ETA: 21:51 - loss: 360.9306 - logits_profile_predictions_loss: 356.0281 - logcount_predictions_loss: 0.3026 9/1467 [..............................] - ETA: 21:51 - loss: 359.8694 - logits_profile_predictions_loss: 355.0404 - logcount_predictions_loss: 0.2981 10/1467 [..............................] - ETA: 21:50 - loss: 359.1860 - logits_profile_predictions_loss: 354.3979 - logcount_predictions_loss: 0.2956 11/1467 [..............................] - ETA: 21:50 - loss: 358.7752 - logits_profile_predictions_loss: 354.0173 - logcount_predictions_loss: 0.2937 12/1467 [..............................] - ETA: 21:49 - loss: 358.5034 - logits_profile_predictions_loss: 353.7752 - logcount_predictions_loss: 0.2919 13/1467 [..............................] - ETA: 21:48 - loss: 358.3193 - logits_profile_predictions_loss: 353.6232 - logcount_predictions_loss: 0.2899 14/1467 [..............................] - ETA: 21:47 - loss: 358.1723 - logits_profile_predictions_loss: 353.5009 - logcount_predictions_loss: 0.2884 15/1467 [..............................] - ETA: 21:46 - loss: 357.9806 - logits_profile_predictions_loss: 353.3386 - logcount_predictions_loss: 0.2865 16/1467 [..............................] - ETA: 21:45 - loss: 357.6224 - logits_profile_predictions_loss: 353.0101 - logcount_predictions_loss: 0.2847 17/1467 [..............................] - ETA: 21:44 - loss: 357.2258 - logits_profile_predictions_loss: 352.6439 - logcount_predictions_loss: 0.2828 18/1467 [..............................] - ETA: 21:43 - loss: 356.7688 - logits_profile_predictions_loss: 352.2147 - logcount_predictions_loss: 0.2811 19/1467 [..............................] - ETA: 21:42 - loss: 356.3080 - logits_profile_predictions_loss: 351.7777 - logcount_predictions_loss: 0.2796 20/1467 [..............................] - ETA: 21:41 - loss: 355.9184 - logits_profile_predictions_loss: 351.4097 - logcount_predictions_loss: 0.2783 21/1467 [..............................] - ETA: 21:41 - loss: 355.5453 - logits_profile_predictions_loss: 351.0557 - logcount_predictions_loss: 0.2771 22/1467 [..............................] - ETA: 21:40 - loss: 355.1720 - logits_profile_predictions_loss: 350.7003 - logcount_predictions_loss: 0.2760 23/1467 [..............................] - ETA: 21:39 - loss: 354.8752 - logits_profile_predictions_loss: 350.4209 - logcount_predictions_loss: 0.2750 24/1467 [..............................] - ETA: 21:38 - loss: 354.5917 - logits_profile_predictions_loss: 350.1557 - logcount_predictions_loss: 0.2738 25/1467 [..............................] - ETA: 21:37 - loss: 354.3353 - logits_profile_predictions_loss: 349.9173 - logcount_predictions_loss: 0.2727 26/1467 [..............................] - ETA: 21:36 - loss: 354.0997 - logits_profile_predictions_loss: 349.6979 - logcount_predictions_loss: 0.2717 27/1467 [..............................] - ETA: 21:35 - loss: 353.8738 - logits_profile_predictions_loss: 349.4858 - logcount_predictions_loss: 0.2709 28/1467 [..............................] - ETA: 21:34 - loss: 353.6421 - logits_profile_predictions_loss: 349.2682 - logcount_predictions_loss: 0.2700 29/1467 [..............................] - ETA: 21:34 - loss: 353.4576 - logits_profile_predictions_loss: 349.0963 - logcount_predictions_loss: 0.2692 30/1467 [..............................] - ETA: 21:33 - loss: 353.2201 - logits_profile_predictions_loss: 348.8702 - logcount_predictions_loss: 0.2685 31/1467 [..............................] - ETA: 21:32 - loss: 352.9838 - logits_profile_predictions_loss: 348.6434 - logcount_predictions_loss: 0.2679 32/1467 [..............................] - ETA: 21:31 - loss: 352.7636 - logits_profile_predictions_loss: 348.4320 - logcount_predictions_loss: 0.2674 33/1467 [..............................] - ETA: 21:30 - loss: 352.5561 - logits_profile_predictions_loss: 348.2320 - logcount_predictions_loss: 0.2669 34/1467 [..............................] - ETA: 21:29 - loss: 352.3714 - logits_profile_predictions_loss: 348.0554 - logcount_predictions_loss: 0.2664 35/1467 [..............................] - ETA: 21:28 - loss: 352.1836 - logits_profile_predictions_loss: 347.8755 - logcount_predictions_loss: 0.2659 36/1467 [..............................] - ETA: 21:28 - loss: 351.9905 - logits_profile_predictions_loss: 347.6894 - logcount_predictions_loss: 0.2655 37/1467 [..............................] - ETA: 21:27 - loss: 351.8412 - logits_profile_predictions_loss: 347.5479 - logcount_predictions_loss: 0.2650 38/1467 [..............................] - ETA: 21:26 - loss: 351.7116 - logits_profile_predictions_loss: 347.4257 - logcount_predictions_loss: 0.2646 39/1467 [..............................] - ETA: 21:25 - loss: 351.6000 - logits_profile_predictions_loss: 347.3215 - logcount_predictions_loss: 0.2641 40/1467 [..............................] - ETA: 21:24 - loss: 351.4856 - logits_profile_predictions_loss: 347.2148 - logcount_predictions_loss: 0.2636 41/1467 [..............................] - ETA: 21:23 - loss: 351.3672 - logits_profile_predictions_loss: 347.1042 - logcount_predictions_loss: 0.2631 42/1467 [..............................] - ETA: 21:22 - loss: 351.2555 - logits_profile_predictions_loss: 347.0001 - logcount_predictions_loss: 0.2627 43/1467 [..............................] - ETA: 21:21 - loss: 351.1481 - logits_profile_predictions_loss: 346.9005 - logcount_predictions_loss: 0.2622 44/1467 [..............................] - ETA: 21:20 - loss: 351.0641 - logits_profile_predictions_loss: 346.8245 - logcount_predictions_loss: 0.2617 45/1467 [..............................] - ETA: 21:19 - loss: 350.9686 - logits_profile_predictions_loss: 346.7359 - logcount_predictions_loss: 0.2613 46/1467 [..............................] - ETA: 21:18 - loss: 350.8568 - logits_profile_predictions_loss: 346.6307 - logcount_predictions_loss: 0.2609 47/1467 [..............................] - ETA: 21:18 - loss: 350.7535 - logits_profile_predictions_loss: 346.5336 - logcount_predictions_loss: 0.2605 48/1467 [..............................] - ETA: 21:17 - loss: 350.6512 - logits_profile_predictions_loss: 346.4376 - logcount_predictions_loss: 0.2601 49/1467 [>.............................] - ETA: 21:16 - loss: 350.5666 - logits_profile_predictions_loss: 346.3590 - logcount_predictions_loss: 0.2597 50/1467 [>.............................] - ETA: 21:15 - loss: 350.4853 - logits_profile_predictions_loss: 346.2841 - logcount_predictions_loss: 0.2593 51/1467 [>.............................] - ETA: 21:14 - loss: 350.3949 - logits_profile_predictions_loss: 346.2000 - logcount_predictions_loss: 0.2589 52/1467 [>.............................] - ETA: 21:13 - loss: 350.3034 - logits_profile_predictions_loss: 346.1146 - logcount_predictions_loss: 0.2586 53/1467 [>.............................] - ETA: 21:12 - loss: 350.2192 - logits_profile_predictions_loss: 346.0366 - logcount_predictions_loss: 0.2582 54/1467 [>.............................] - ETA: 21:11 - loss: 350.1327 - logits_profile_predictions_loss: 345.9566 - logcount_predictions_loss: 0.2578 55/1467 [>.............................] - ETA: 21:10 - loss: 350.0448 - logits_profile_predictions_loss: 345.8745 - logcount_predictions_loss: 0.2574 56/1467 [>.............................] - ETA: 21:09 - loss: 349.9596 - logits_profile_predictions_loss: 345.7942 - logcount_predictions_loss: 0.2571 57/1467 [>.............................] - ETA: 21:09 - loss: 349.8766 - logits_profile_predictions_loss: 345.7160 - logcount_predictions_loss: 0.2568 58/1467 [>.............................] - ETA: 21:08 - loss: 349.7975 - logits_profile_predictions_loss: 345.6414 - logcount_predictions_loss: 0.2566 59/1467 [>.............................] - ETA: 21:07 - loss: 349.7333 - logits_profile_predictions_loss: 345.5816 - logcount_predictions_loss: 0.2563 60/1467 [>.............................] - ETA: 21:06 - loss: 349.6750 - logits_profile_predictions_loss: 345.5281 - logcount_predictions_loss: 0.2560 61/1467 [>.............................] - ETA: 21:05 - loss: 349.6283 - logits_profile_predictions_loss: 345.4865 - logcount_predictions_loss: 0.2557 62/1467 [>.............................] - ETA: 21:04 - loss: 349.5891 - logits_profile_predictions_loss: 345.4523 - logcount_predictions_loss: 0.2554 63/1467 [>.............................] - ETA: 21:03 - loss: 349.5498 - logits_profile_predictions_loss: 345.4180 - logcount_predictions_loss: 0.2550 64/1467 [>.............................] - ETA: 21:02 - loss: 349.5112 - logits_profile_predictions_loss: 345.3842 - logcount_predictions_loss: 0.2547 65/1467 [>.............................] - ETA: 21:01 - loss: 349.4665 - logits_profile_predictions_loss: 345.3441 - logcount_predictions_loss: 0.2545 66/1467 [>.............................] - ETA: 21:01 - loss: 349.4239 - logits_profile_predictions_loss: 345.3058 - logcount_predictions_loss: 0.2542 67/1467 [>.............................] - ETA: 21:00 - loss: 349.3892 - logits_profile_predictions_loss: 345.2754 - logcount_predictions_loss: 0.2539 68/1467 [>.............................] - ETA: 20:59 - loss: 349.3538 - logits_profile_predictions_loss: 345.2441 - logcount_predictions_loss: 0.2537 69/1467 [>.............................] - ETA: 20:58 - loss: 349.3126 - logits_profile_predictions_loss: 345.2067 - logcount_predictions_loss: 0.2535 70/1467 [>.............................] - ETA: 20:57 - loss: 349.2764 - logits_profile_predictions_loss: 345.1742 - logcount_predictions_loss: 0.2532 71/1467 [>.............................] - ETA: 20:56 - loss: 349.2379 - logits_profile_predictions_loss: 345.1394 - logcount_predictions_loss: 0.2530 72/1467 [>.............................] - ETA: 20:55 - loss: 349.1947 - logits_profile_predictions_loss: 345.1000 - logcount_predictions_loss: 0.2528 73/1467 [>.............................] - ETA: 20:54 - loss: 349.1569 - logits_profile_predictions_loss: 345.0661 - logcount_predictions_loss: 0.2525 74/1467 [>.............................] - ETA: 20:53 - loss: 349.1187 - logits_profile_predictions_loss: 345.0312 - logcount_predictions_loss: 0.2523 75/1467 [>.............................] - ETA: 20:52 - loss: 349.0703 - logits_profile_predictions_loss: 344.9861 - logcount_predictions_loss: 0.2521 76/1467 [>.............................] - ETA: 20:51 - loss: 349.0202 - logits_profile_predictions_loss: 344.9390 - logcount_predictions_loss: 0.2519 77/1467 [>.............................] - ETA: 20:51 - loss: 348.9714 - logits_profile_predictions_loss: 344.8932 - logcount_predictions_loss: 0.2517 78/1467 [>.............................] - ETA: 20:50 - loss: 348.9269 - logits_profile_predictions_loss: 344.8514 - logcount_predictions_loss: 0.2516 79/1467 [>.............................] - ETA: 20:49 - loss: 348.8901 - logits_profile_predictions_loss: 344.8172 - logcount_predictions_loss: 0.2514 80/1467 [>.............................] - ETA: 20:48 - loss: 348.8537 - logits_profile_predictions_loss: 344.7833 - logcount_predictions_loss: 0.2513 81/1467 [>.............................] - ETA: 20:47 - loss: 348.8200 - logits_profile_predictions_loss: 344.7521 - logcount_predictions_loss: 0.2511 82/1467 [>.............................] - ETA: 20:46 - loss: 348.7883 - logits_profile_predictions_loss: 344.7229 - logcount_predictions_loss: 0.2509 83/1467 [>.............................] - ETA: 20:45 - loss: 348.7562 - logits_profile_predictions_loss: 344.6931 - logcount_predictions_loss: 0.2508 84/1467 [>.............................] - ETA: 20:44 - loss: 348.7279 - logits_profile_predictions_loss: 344.6672 - logcount_predictions_loss: 0.2507 85/1467 [>.............................] - ETA: 20:43 - loss: 348.6977 - logits_profile_predictions_loss: 344.6392 - logcount_predictions_loss: 0.2505 86/1467 [>.............................] - ETA: 20:42 - loss: 348.6686 - logits_profile_predictions_loss: 344.6124 - logcount_predictions_loss: 0.2504 87/1467 [>.............................] - ETA: 20:41 - loss: 348.6354 - logits_profile_predictions_loss: 344.5815 - logcount_predictions_loss: 0.2502 88/1467 [>.............................] - ETA: 20:41 - loss: 348.6040 - logits_profile_predictions_loss: 344.5523 - logcount_predictions_loss: 0.2501 89/1467 [>.............................] - ETA: 20:40 - loss: 348.5706 - logits_profile_predictions_loss: 344.5212 - logcount_predictions_loss: 0.2500 90/1467 [>.............................] - ETA: 20:39 - loss: 348.5356 - logits_profile_predictions_loss: 344.4885 - logcount_predictions_loss: 0.2498 91/1467 [>.............................] - ETA: 20:38 - loss: 348.4989 - logits_profile_predictions_loss: 344.4541 - logcount_predictions_loss: 0.2497 92/1467 [>.............................] - ETA: 20:37 - loss: 348.4655 - logits_profile_predictions_loss: 344.4228 - logcount_predictions_loss: 0.2495 93/1467 [>.............................] - ETA: 20:36 - loss: 348.4329 - logits_profile_predictions_loss: 344.3925 - logcount_predictions_loss: 0.2494 94/1467 [>.............................] - ETA: 20:35 - loss: 348.4013 - logits_profile_predictions_loss: 344.3631 - logcount_predictions_loss: 0.2493 95/1467 [>.............................] - ETA: 20:34 - loss: 348.3688 - logits_profile_predictions_loss: 344.3328 - logcount_predictions_loss: 0.2491 96/1467 [>.............................] - ETA: 20:33 - loss: 348.3372 - 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[==>...........................] - ETA: 19:04 - loss: 347.2839 - logits_profile_predictions_loss: 343.3526 - logcount_predictions_loss: 0.2427 195/1467 [==>...........................] - ETA: 19:03 - loss: 347.2842 - logits_profile_predictions_loss: 343.3535 - logcount_predictions_loss: 0.2426 196/1467 [===>..........................] - ETA: 19:02 - loss: 347.2838 - logits_profile_predictions_loss: 343.3536 - logcount_predictions_loss: 0.2426 197/1467 [===>..........................] - ETA: 19:01 - loss: 347.2832 - logits_profile_predictions_loss: 343.3535 - logcount_predictions_loss: 0.2426 198/1467 [===>..........................] - ETA: 19:00 - loss: 347.2833 - logits_profile_predictions_loss: 343.3541 - logcount_predictions_loss: 0.2425 199/1467 [===>..........................] - ETA: 18:59 - loss: 347.2836 - logits_profile_predictions_loss: 343.3549 - logcount_predictions_loss: 0.2425 200/1467 [===>..........................] - ETA: 18:58 - loss: 347.2829 - 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[=====>........................] - ETA: 17:31 - loss: 347.4324 - logits_profile_predictions_loss: 343.5352 - logcount_predictions_loss: 0.2406 299/1467 [=====>........................] - ETA: 17:30 - loss: 347.4366 - logits_profile_predictions_loss: 343.5395 - logcount_predictions_loss: 0.2406 300/1467 [=====>........................] - ETA: 17:29 - loss: 347.4409 - logits_profile_predictions_loss: 343.5440 - logcount_predictions_loss: 0.2406 301/1467 [=====>........................] - ETA: 17:28 - loss: 347.4449 - logits_profile_predictions_loss: 343.5482 - logcount_predictions_loss: 0.2405 302/1467 [=====>........................] - ETA: 17:27 - loss: 347.4489 - logits_profile_predictions_loss: 343.5523 - logcount_predictions_loss: 0.2405 303/1467 [=====>........................] - ETA: 17:26 - loss: 347.4531 - logits_profile_predictions_loss: 343.5567 - logcount_predictions_loss: 0.2405 304/1467 [=====>........................] - ETA: 17:26 - loss: 347.4572 - 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[=====>........................] - ETA: 17:19 - loss: 347.4850 - logits_profile_predictions_loss: 343.5897 - logcount_predictions_loss: 0.2405 312/1467 [=====>........................] - ETA: 17:18 - loss: 347.4889 - logits_profile_predictions_loss: 343.5937 - logcount_predictions_loss: 0.2404 313/1467 [=====>........................] - ETA: 17:17 - loss: 347.4931 - logits_profile_predictions_loss: 343.5981 - logcount_predictions_loss: 0.2404 314/1467 [=====>........................] - ETA: 17:17 - loss: 347.4971 - logits_profile_predictions_loss: 343.6022 - logcount_predictions_loss: 0.2404 315/1467 [=====>........................] - ETA: 17:16 - loss: 347.5011 - logits_profile_predictions_loss: 343.6064 - logcount_predictions_loss: 0.2404 316/1467 [=====>........................] - ETA: 17:15 - loss: 347.5051 - logits_profile_predictions_loss: 343.6105 - logcount_predictions_loss: 0.2404 317/1467 [=====>........................] - ETA: 17:14 - loss: 347.5092 - 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[=====>........................] - ETA: 17:08 - loss: 347.5363 - logits_profile_predictions_loss: 343.6431 - logcount_predictions_loss: 0.2403 325/1467 [=====>........................] - ETA: 17:07 - loss: 347.5396 - logits_profile_predictions_loss: 343.6465 - logcount_predictions_loss: 0.2403 326/1467 [=====>........................] - ETA: 17:06 - loss: 347.5429 - logits_profile_predictions_loss: 343.6500 - logcount_predictions_loss: 0.2403 327/1467 [=====>........................] - ETA: 17:05 - loss: 347.5462 - logits_profile_predictions_loss: 343.6535 - logcount_predictions_loss: 0.2403 328/1467 [=====>........................] - ETA: 17:04 - loss: 347.5494 - logits_profile_predictions_loss: 343.6569 - logcount_predictions_loss: 0.2403 329/1467 [=====>........................] - ETA: 17:03 - loss: 347.5529 - logits_profile_predictions_loss: 343.6606 - logcount_predictions_loss: 0.2403 330/1467 [=====>........................] - ETA: 17:02 - loss: 347.5567 - 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[=====>........................] - ETA: 16:56 - loss: 347.5844 - logits_profile_predictions_loss: 343.6937 - logcount_predictions_loss: 0.2402 338/1467 [=====>........................] - ETA: 16:55 - loss: 347.5883 - logits_profile_predictions_loss: 343.6979 - logcount_predictions_loss: 0.2402 339/1467 [=====>........................] - ETA: 16:54 - loss: 347.5922 - logits_profile_predictions_loss: 343.7020 - logcount_predictions_loss: 0.2401 340/1467 [=====>........................] - ETA: 16:53 - loss: 347.5960 - logits_profile_predictions_loss: 343.7059 - logcount_predictions_loss: 0.2401 341/1467 [=====>........................] - ETA: 16:52 - loss: 347.5996 - logits_profile_predictions_loss: 343.7098 - logcount_predictions_loss: 0.2401 342/1467 [=====>........................] - ETA: 16:51 - loss: 347.6033 - logits_profile_predictions_loss: 343.7137 - logcount_predictions_loss: 0.2401 343/1467 [======>.......................] - ETA: 16:51 - loss: 347.6069 - 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[============================>.] - ETA: 34s - loss: 348.2806 - logits_profile_predictions_loss: 344.4710 - logcount_predictions_loss: 0.2352 1430/1467 [============================>.] - ETA: 33s - loss: 348.2803 - logits_profile_predictions_loss: 344.4707 - logcount_predictions_loss: 0.2352 1431/1467 [============================>.] - ETA: 32s - loss: 348.2800 - logits_profile_predictions_loss: 344.4704 - logcount_predictions_loss: 0.2352 1432/1467 [============================>.] - ETA: 31s - loss: 348.2796 - logits_profile_predictions_loss: 344.4701 - logcount_predictions_loss: 0.2351 1433/1467 [============================>.] - ETA: 30s - loss: 348.2793 - logits_profile_predictions_loss: 344.4698 - logcount_predictions_loss: 0.2351 1434/1467 [============================>.] - ETA: 29s - loss: 348.2789 - logits_profile_predictions_loss: 344.4695 - logcount_predictions_loss: 0.2351 1435/1467 [============================>.] - ETA: 28s - loss: 348.2786 - 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[============================>.] - ETA: 22s - loss: 348.2763 - logits_profile_predictions_loss: 344.4672 - logcount_predictions_loss: 0.2351 1443/1467 [============================>.] - ETA: 21s - loss: 348.2759 - logits_profile_predictions_loss: 344.4669 - logcount_predictions_loss: 0.2351 1444/1467 [============================>.] - ETA: 20s - loss: 348.2756 - logits_profile_predictions_loss: 344.4666 - logcount_predictions_loss: 0.2351 1445/1467 [============================>.] - ETA: 19s - loss: 348.2753 - logits_profile_predictions_loss: 344.4663 - logcount_predictions_loss: 0.2351 1446/1467 [============================>.] - ETA: 18s - loss: 348.2749 - logits_profile_predictions_loss: 344.4660 - logcount_predictions_loss: 0.2351 1447/1467 [============================>.] - ETA: 18s - loss: 348.2746 - logits_profile_predictions_loss: 344.4657 - logcount_predictions_loss: 0.2351 1448/1467 [============================>.] - ETA: 17s - loss: 348.2742 - 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[============================>.] - ETA: 10s - loss: 348.2718 - logits_profile_predictions_loss: 344.4632 - logcount_predictions_loss: 0.2351 1456/1467 [============================>.] - ETA: 9s - loss: 348.2714 - logits_profile_predictions_loss: 344.4629 - logcount_predictions_loss: 0.2351  1457/1467 [============================>.] - ETA: 9s - loss: 348.2711 - logits_profile_predictions_loss: 344.4626 - logcount_predictions_loss: 0.2351 1458/1467 [============================>.] - ETA: 8s - loss: 348.2707 - logits_profile_predictions_loss: 344.4623 - logcount_predictions_loss: 0.2351 1459/1467 [============================>.] - ETA: 7s - loss: 348.2704 - logits_profile_predictions_loss: 344.4620 - logcount_predictions_loss: 0.2351 1460/1467 [============================>.] - ETA: 6s - loss: 348.2701 - logits_profile_predictions_loss: 344.4617 - logcount_predictions_loss: 0.2351 1461/1467 [============================>.] - ETA: 5s - loss: 348.2697 - logits_profile_predictions_loss: 344.4614 - logcount_predictions_loss: 0.2351 1462/1467 [============================>.] - ETA: 4s - loss: 348.2694 - logits_profile_predictions_loss: 344.4611 - logcount_predictions_loss: 0.2351 1463/1467 [============================>.] - ETA: 3s - loss: 348.2691 - logits_profile_predictions_loss: 344.4608 - logcount_predictions_loss: 0.2351 1464/1467 [============================>.] - ETA: 2s - loss: 348.2688 - logits_profile_predictions_loss: 344.4606 - logcount_predictions_loss: 0.2351 1465/1467 [============================>.] - ETA: 1s - loss: 348.2685 - logits_profile_predictions_loss: 344.4603 - logcount_predictions_loss: 0.2351 1466/1467 [============================>.] - ETA: 0s - loss: 348.2682 - logits_profile_predictions_loss: 344.4600 - logcount_predictions_loss: 0.2351 1467/1467 [==============================] - ETA: 0s - loss: 348.2679 - logits_profile_predictions_loss: 344.4598 - logcount_predictions_loss: 0.2351 1467/1467 [==============================] - 1383s 943ms/step - loss: 348.2675 - logits_profile_predictions_loss: 344.4595 - logcount_predictions_loss: 0.2351 - val_loss: 409.9342 - val_logits_profile_predictions_loss: 404.8287 - val_logcount_predictions_loss: 0.3152 Epoch 00010: val_loss did not improve from 408.34467 Epoch 11/50 1/1467 [..............................] - ETA: 22:42 - loss: 367.1829 - logits_profile_predictions_loss: 364.2061 - logcount_predictions_loss: 0.1837 2/1467 [..............................] - ETA: 21:59 - loss: 362.9000 - logits_profile_predictions_loss: 359.5036 - logcount_predictions_loss: 0.2097 3/1467 [..............................] - ETA: 21:58 - loss: 364.7106 - logits_profile_predictions_loss: 361.2619 - logcount_predictions_loss: 0.2129 4/1467 [..............................] - ETA: 21:57 - loss: 365.1950 - logits_profile_predictions_loss: 361.8046 - logcount_predictions_loss: 0.2093 5/1467 [..............................] - ETA: 21:56 - loss: 364.7165 - logits_profile_predictions_loss: 361.3687 - 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[============================>.] - ETA: 16s - loss: 343.4907 - logits_profile_predictions_loss: 340.3945 - logcount_predictions_loss: 0.1911 1450/1467 [============================>.] - ETA: 15s - loss: 343.4904 - logits_profile_predictions_loss: 340.3942 - logcount_predictions_loss: 0.1911 1451/1467 [============================>.] - ETA: 14s - loss: 343.4901 - logits_profile_predictions_loss: 340.3940 - logcount_predictions_loss: 0.1911 1452/1467 [============================>.] - ETA: 13s - loss: 343.4898 - logits_profile_predictions_loss: 340.3937 - logcount_predictions_loss: 0.1911 1453/1467 [============================>.] - ETA: 12s - loss: 343.4895 - logits_profile_predictions_loss: 340.3934 - logcount_predictions_loss: 0.1911 1454/1467 [============================>.] - ETA: 11s - loss: 343.4892 - logits_profile_predictions_loss: 340.3932 - logcount_predictions_loss: 0.1911 1455/1467 [============================>.] - ETA: 10s - loss: 343.4889 - logits_profile_predictions_loss: 340.3929 - logcount_predictions_loss: 0.1911 1456/1467 [============================>.] - ETA: 9s - loss: 343.4886 - logits_profile_predictions_loss: 340.3927 - logcount_predictions_loss: 0.1911  1457/1467 [============================>.] - ETA: 8s - loss: 343.4883 - logits_profile_predictions_loss: 340.3925 - logcount_predictions_loss: 0.1911 1458/1467 [============================>.] - ETA: 8s - loss: 343.4880 - logits_profile_predictions_loss: 340.3922 - logcount_predictions_loss: 0.1911 1459/1467 [============================>.] - ETA: 7s - loss: 343.4877 - logits_profile_predictions_loss: 340.3920 - logcount_predictions_loss: 0.1911 1460/1467 [============================>.] - ETA: 6s - loss: 343.4874 - logits_profile_predictions_loss: 340.3917 - logcount_predictions_loss: 0.1911 1461/1467 [============================>.] - ETA: 5s - loss: 343.4871 - logits_profile_predictions_loss: 340.3915 - logcount_predictions_loss: 0.1911 1462/1467 [============================>.] - ETA: 4s - loss: 343.4869 - logits_profile_predictions_loss: 340.3913 - logcount_predictions_loss: 0.1911 1463/1467 [============================>.] - ETA: 3s - loss: 343.4866 - logits_profile_predictions_loss: 340.3911 - logcount_predictions_loss: 0.1911 1464/1467 [============================>.] - ETA: 2s - loss: 343.4863 - logits_profile_predictions_loss: 340.3909 - logcount_predictions_loss: 0.1911 1465/1467 [============================>.] - ETA: 1s - loss: 343.4861 - logits_profile_predictions_loss: 340.3907 - logcount_predictions_loss: 0.1911 1466/1467 [============================>.] - ETA: 0s - loss: 343.4858 - logits_profile_predictions_loss: 340.3905 - logcount_predictions_loss: 0.1911 1467/1467 [==============================] - ETA: 0s - loss: 343.4856 - logits_profile_predictions_loss: 340.3903 - logcount_predictions_loss: 0.1911 1467/1467 [==============================] - 1382s 942ms/step - loss: 343.4854 - logits_profile_predictions_loss: 340.3902 - logcount_predictions_loss: 0.1911 - val_loss: 409.3304 - val_logits_profile_predictions_loss: 404.6693 - val_logcount_predictions_loss: 0.2877 Epoch 00011: val_loss did not improve from 408.34467 Epoch 12/50 1/1467 [..............................] - ETA: 22:23 - loss: 339.4603 - logits_profile_predictions_loss: 336.2222 - logcount_predictions_loss: 0.1999 2/1467 [..............................] - ETA: 21:57 - loss: 339.5970 - logits_profile_predictions_loss: 336.2631 - logcount_predictions_loss: 0.2058 3/1467 [..............................] - ETA: 21:55 - loss: 339.4546 - logits_profile_predictions_loss: 336.1596 - logcount_predictions_loss: 0.2034 4/1467 [..............................] - ETA: 21:56 - loss: 338.8633 - logits_profile_predictions_loss: 335.6472 - logcount_predictions_loss: 0.1985 5/1467 [..............................] - ETA: 21:55 - loss: 338.7191 - logits_profile_predictions_loss: 335.5343 - logcount_predictions_loss: 0.1966 6/1467 [..............................] - ETA: 21:55 - loss: 339.2476 - logits_profile_predictions_loss: 336.1086 - logcount_predictions_loss: 0.1938 7/1467 [..............................] - ETA: 21:54 - loss: 339.4726 - logits_profile_predictions_loss: 336.3875 - logcount_predictions_loss: 0.1904 8/1467 [..............................] - ETA: 21:53 - loss: 340.0063 - logits_profile_predictions_loss: 336.9600 - logcount_predictions_loss: 0.1880 9/1467 [..............................] - ETA: 21:52 - loss: 340.1825 - logits_profile_predictions_loss: 337.1678 - logcount_predictions_loss: 0.1861 10/1467 [..............................] - ETA: 21:51 - loss: 340.0611 - logits_profile_predictions_loss: 337.0678 - logcount_predictions_loss: 0.1848 11/1467 [..............................] - ETA: 21:50 - loss: 339.9755 - logits_profile_predictions_loss: 337.0022 - logcount_predictions_loss: 0.1835 12/1467 [..............................] - ETA: 21:49 - loss: 339.6965 - logits_profile_predictions_loss: 336.7460 - logcount_predictions_loss: 0.1821 13/1467 [..............................] - ETA: 21:48 - loss: 339.3055 - logits_profile_predictions_loss: 336.3726 - logcount_predictions_loss: 0.1810 14/1467 [..............................] - ETA: 21:47 - loss: 339.1509 - logits_profile_predictions_loss: 336.2334 - logcount_predictions_loss: 0.1801 15/1467 [..............................] - ETA: 21:46 - loss: 339.0068 - logits_profile_predictions_loss: 336.1041 - logcount_predictions_loss: 0.1792 16/1467 [..............................] - ETA: 21:45 - loss: 339.0519 - logits_profile_predictions_loss: 336.1585 - logcount_predictions_loss: 0.1786 17/1467 [..............................] - ETA: 21:44 - loss: 339.2015 - logits_profile_predictions_loss: 336.3177 - logcount_predictions_loss: 0.1780 18/1467 [..............................] - ETA: 21:43 - loss: 339.2279 - logits_profile_predictions_loss: 336.3540 - logcount_predictions_loss: 0.1774 19/1467 [..............................] - ETA: 21:42 - loss: 339.2919 - logits_profile_predictions_loss: 336.4282 - logcount_predictions_loss: 0.1768 20/1467 [..............................] - ETA: 21:42 - loss: 339.2484 - logits_profile_predictions_loss: 336.3930 - logcount_predictions_loss: 0.1763 21/1467 [..............................] - ETA: 21:41 - loss: 339.2305 - logits_profile_predictions_loss: 336.3841 - logcount_predictions_loss: 0.1757 22/1467 [..............................] - ETA: 21:40 - loss: 339.2165 - logits_profile_predictions_loss: 336.3775 - logcount_predictions_loss: 0.1752 23/1467 [..............................] - ETA: 21:39 - loss: 339.1968 - logits_profile_predictions_loss: 336.3643 - logcount_predictions_loss: 0.1748 24/1467 [..............................] - ETA: 21:38 - loss: 339.1958 - logits_profile_predictions_loss: 336.3673 - logcount_predictions_loss: 0.1746 25/1467 [..............................] - ETA: 21:37 - loss: 339.2212 - logits_profile_predictions_loss: 336.3967 - logcount_predictions_loss: 0.1744 26/1467 [..............................] - ETA: 21:36 - loss: 339.2752 - logits_profile_predictions_loss: 336.4543 - logcount_predictions_loss: 0.1741 27/1467 [..............................] - ETA: 21:35 - loss: 339.2929 - logits_profile_predictions_loss: 336.4753 - logcount_predictions_loss: 0.1739 28/1467 [..............................] - ETA: 21:34 - loss: 339.2355 - logits_profile_predictions_loss: 336.4214 - logcount_predictions_loss: 0.1737 29/1467 [..............................] - ETA: 21:33 - loss: 339.1454 - logits_profile_predictions_loss: 336.3324 - logcount_predictions_loss: 0.1736 30/1467 [..............................] - ETA: 21:33 - loss: 339.0847 - logits_profile_predictions_loss: 336.2713 - logcount_predictions_loss: 0.1737 31/1467 [..............................] - ETA: 21:32 - loss: 339.0143 - logits_profile_predictions_loss: 336.2010 - logcount_predictions_loss: 0.1737 32/1467 [..............................] - ETA: 21:31 - loss: 338.9217 - logits_profile_predictions_loss: 336.1075 - logcount_predictions_loss: 0.1737 33/1467 [..............................] - ETA: 21:30 - loss: 338.8484 - logits_profile_predictions_loss: 336.0333 - logcount_predictions_loss: 0.1738 34/1467 [..............................] - ETA: 21:29 - loss: 338.7988 - logits_profile_predictions_loss: 335.9823 - logcount_predictions_loss: 0.1739 35/1467 [..............................] - ETA: 21:28 - loss: 338.7346 - logits_profile_predictions_loss: 335.9174 - logcount_predictions_loss: 0.1739 36/1467 [..............................] - ETA: 21:27 - loss: 338.6556 - logits_profile_predictions_loss: 335.8381 - logcount_predictions_loss: 0.1739 37/1467 [..............................] - ETA: 21:26 - loss: 338.5802 - logits_profile_predictions_loss: 335.7624 - logcount_predictions_loss: 0.1739 38/1467 [..............................] - ETA: 21:26 - loss: 338.5163 - logits_profile_predictions_loss: 335.6981 - logcount_predictions_loss: 0.1740 39/1467 [..............................] - ETA: 21:25 - loss: 338.4516 - logits_profile_predictions_loss: 335.6331 - logcount_predictions_loss: 0.1740 40/1467 [..............................] - ETA: 21:24 - loss: 338.3901 - logits_profile_predictions_loss: 335.5720 - logcount_predictions_loss: 0.1740 41/1467 [..............................] - ETA: 21:23 - loss: 338.3465 - logits_profile_predictions_loss: 335.5289 - logcount_predictions_loss: 0.1739 42/1467 [..............................] - ETA: 21:22 - loss: 338.2944 - logits_profile_predictions_loss: 335.4776 - logcount_predictions_loss: 0.1739 43/1467 [..............................] - ETA: 21:21 - loss: 338.2416 - logits_profile_predictions_loss: 335.4249 - logcount_predictions_loss: 0.1739 44/1467 [..............................] - ETA: 21:20 - loss: 338.1846 - logits_profile_predictions_loss: 335.3684 - logcount_predictions_loss: 0.1738 45/1467 [..............................] - ETA: 21:19 - loss: 338.1203 - logits_profile_predictions_loss: 335.3049 - logcount_predictions_loss: 0.1738 46/1467 [..............................] - ETA: 21:18 - loss: 338.0601 - logits_profile_predictions_loss: 335.2457 - logcount_predictions_loss: 0.1737 47/1467 [..............................] - ETA: 21:17 - loss: 338.0117 - logits_profile_predictions_loss: 335.1981 - logcount_predictions_loss: 0.1737 48/1467 [..............................] - ETA: 21:17 - loss: 337.9749 - logits_profile_predictions_loss: 335.1622 - logcount_predictions_loss: 0.1736 49/1467 [>.............................] - ETA: 21:16 - loss: 337.9456 - logits_profile_predictions_loss: 335.1339 - logcount_predictions_loss: 0.1736 50/1467 [>.............................] - ETA: 21:15 - loss: 337.9207 - logits_profile_predictions_loss: 335.1097 - logcount_predictions_loss: 0.1735 51/1467 [>.............................] - ETA: 21:14 - loss: 337.8911 - logits_profile_predictions_loss: 335.0810 - logcount_predictions_loss: 0.1735 52/1467 [>.............................] - ETA: 21:13 - loss: 337.8601 - logits_profile_predictions_loss: 335.0508 - logcount_predictions_loss: 0.1734 53/1467 [>.............................] - ETA: 21:12 - loss: 337.8246 - logits_profile_predictions_loss: 335.0160 - logcount_predictions_loss: 0.1734 54/1467 [>.............................] - ETA: 21:11 - loss: 337.7964 - logits_profile_predictions_loss: 334.9886 - logcount_predictions_loss: 0.1733 55/1467 [>.............................] - ETA: 21:10 - loss: 337.7653 - logits_profile_predictions_loss: 334.9584 - logcount_predictions_loss: 0.1733 56/1467 [>.............................] - ETA: 21:09 - loss: 337.7411 - logits_profile_predictions_loss: 334.9351 - logcount_predictions_loss: 0.1732 57/1467 [>.............................] - ETA: 21:08 - loss: 337.7130 - logits_profile_predictions_loss: 334.9080 - logcount_predictions_loss: 0.1731 58/1467 [>.............................] - ETA: 21:08 - loss: 337.6932 - logits_profile_predictions_loss: 334.8893 - logcount_predictions_loss: 0.1731 59/1467 [>.............................] - ETA: 21:07 - loss: 337.6750 - logits_profile_predictions_loss: 334.8722 - logcount_predictions_loss: 0.1730 60/1467 [>.............................] - ETA: 21:06 - loss: 337.6578 - logits_profile_predictions_loss: 334.8562 - logcount_predictions_loss: 0.1729 61/1467 [>.............................] - ETA: 21:05 - loss: 337.6357 - logits_profile_predictions_loss: 334.8352 - logcount_predictions_loss: 0.1729 62/1467 [>.............................] - ETA: 21:04 - loss: 337.6099 - logits_profile_predictions_loss: 334.8106 - logcount_predictions_loss: 0.1728 63/1467 [>.............................] - ETA: 21:03 - loss: 337.5843 - logits_profile_predictions_loss: 334.7865 - logcount_predictions_loss: 0.1727 64/1467 [>.............................] - ETA: 21:02 - loss: 337.5597 - logits_profile_predictions_loss: 334.7633 - logcount_predictions_loss: 0.1726 65/1467 [>.............................] - ETA: 21:01 - loss: 337.5282 - logits_profile_predictions_loss: 334.7334 - logcount_predictions_loss: 0.1725 66/1467 [>.............................] - ETA: 21:00 - loss: 337.4911 - logits_profile_predictions_loss: 334.6978 - logcount_predictions_loss: 0.1724 67/1467 [>.............................] - ETA: 20:59 - loss: 337.4574 - logits_profile_predictions_loss: 334.6654 - logcount_predictions_loss: 0.1723 68/1467 [>.............................] - ETA: 20:58 - loss: 337.4219 - logits_profile_predictions_loss: 334.6314 - logcount_predictions_loss: 0.1723 69/1467 [>.............................] - ETA: 20:58 - loss: 337.3900 - logits_profile_predictions_loss: 334.6008 - logcount_predictions_loss: 0.1722 70/1467 [>.............................] - ETA: 20:57 - loss: 337.3549 - logits_profile_predictions_loss: 334.5668 - logcount_predictions_loss: 0.1721 71/1467 [>.............................] - ETA: 20:56 - loss: 337.3234 - logits_profile_predictions_loss: 334.5364 - logcount_predictions_loss: 0.1720 72/1467 [>.............................] - ETA: 20:55 - loss: 337.2947 - logits_profile_predictions_loss: 334.5087 - logcount_predictions_loss: 0.1720 73/1467 [>.............................] - ETA: 20:54 - loss: 337.2606 - logits_profile_predictions_loss: 334.4756 - logcount_predictions_loss: 0.1719 74/1467 [>.............................] - ETA: 20:53 - loss: 337.2263 - logits_profile_predictions_loss: 334.4423 - logcount_predictions_loss: 0.1719 75/1467 [>.............................] - ETA: 20:52 - loss: 337.1953 - logits_profile_predictions_loss: 334.4122 - logcount_predictions_loss: 0.1718 76/1467 [>.............................] - ETA: 20:51 - loss: 337.1667 - logits_profile_predictions_loss: 334.3847 - logcount_predictions_loss: 0.1717 77/1467 [>.............................] - ETA: 20:50 - loss: 337.1431 - logits_profile_predictions_loss: 334.3622 - logcount_predictions_loss: 0.1717 78/1467 [>.............................] - ETA: 20:49 - loss: 337.1189 - logits_profile_predictions_loss: 334.3389 - logcount_predictions_loss: 0.1716 79/1467 [>.............................] - ETA: 20:49 - loss: 337.0945 - logits_profile_predictions_loss: 334.3154 - logcount_predictions_loss: 0.1715 80/1467 [>.............................] - ETA: 20:48 - loss: 337.0726 - logits_profile_predictions_loss: 334.2945 - logcount_predictions_loss: 0.1715 81/1467 [>.............................] - ETA: 20:47 - loss: 337.0526 - logits_profile_predictions_loss: 334.2753 - logcount_predictions_loss: 0.1714 82/1467 [>.............................] - ETA: 20:46 - loss: 337.0332 - logits_profile_predictions_loss: 334.2569 - logcount_predictions_loss: 0.1714 83/1467 [>.............................] - ETA: 20:45 - loss: 337.0177 - logits_profile_predictions_loss: 334.2423 - logcount_predictions_loss: 0.1713 84/1467 [>.............................] - ETA: 20:44 - loss: 336.9977 - logits_profile_predictions_loss: 334.2230 - logcount_predictions_loss: 0.1713 85/1467 [>.............................] - ETA: 20:43 - loss: 336.9762 - logits_profile_predictions_loss: 334.2022 - logcount_predictions_loss: 0.1712 86/1467 [>.............................] - ETA: 20:42 - loss: 336.9560 - logits_profile_predictions_loss: 334.1829 - logcount_predictions_loss: 0.1712 87/1467 [>.............................] - ETA: 20:41 - loss: 336.9385 - logits_profile_predictions_loss: 334.1662 - logcount_predictions_loss: 0.1711 88/1467 [>.............................] - ETA: 20:41 - loss: 336.9254 - logits_profile_predictions_loss: 334.1538 - logcount_predictions_loss: 0.1711 89/1467 [>.............................] - ETA: 20:40 - loss: 336.9114 - logits_profile_predictions_loss: 334.1406 - logcount_predictions_loss: 0.1710 90/1467 [>.............................] - ETA: 20:39 - loss: 336.8962 - logits_profile_predictions_loss: 334.1261 - logcount_predictions_loss: 0.1710 91/1467 [>.............................] - ETA: 20:38 - loss: 336.8798 - logits_profile_predictions_loss: 334.1106 - logcount_predictions_loss: 0.1709 92/1467 [>.............................] - ETA: 20:37 - loss: 336.8627 - logits_profile_predictions_loss: 334.0943 - logcount_predictions_loss: 0.1709 93/1467 [>.............................] - ETA: 20:36 - loss: 336.8466 - logits_profile_predictions_loss: 334.0791 - logcount_predictions_loss: 0.1708 94/1467 [>.............................] - ETA: 20:35 - loss: 336.8336 - logits_profile_predictions_loss: 334.0670 - logcount_predictions_loss: 0.1708 95/1467 [>.............................] - ETA: 20:34 - loss: 336.8221 - logits_profile_predictions_loss: 334.0564 - logcount_predictions_loss: 0.1707 96/1467 [>.............................] - ETA: 20:33 - loss: 336.8112 - logits_profile_predictions_loss: 334.0463 - logcount_predictions_loss: 0.1707 97/1467 [>.............................] - ETA: 20:33 - loss: 336.7986 - logits_profile_predictions_loss: 334.0346 - logcount_predictions_loss: 0.1706 98/1467 [=>............................] - ETA: 20:32 - loss: 336.7848 - logits_profile_predictions_loss: 334.0216 - logcount_predictions_loss: 0.1706 99/1467 [=>............................] - ETA: 20:31 - loss: 336.7723 - logits_profile_predictions_loss: 334.0100 - logcount_predictions_loss: 0.1705 100/1467 [=>............................] - ETA: 20:30 - loss: 336.7598 - logits_profile_predictions_loss: 333.9985 - logcount_predictions_loss: 0.1705 101/1467 [=>............................] - ETA: 20:29 - loss: 336.7468 - logits_profile_predictions_loss: 333.9862 - logcount_predictions_loss: 0.1704 102/1467 [=>............................] - ETA: 20:28 - loss: 336.7335 - logits_profile_predictions_loss: 333.9737 - logcount_predictions_loss: 0.1704 103/1467 [=>............................] - ETA: 20:27 - loss: 336.7204 - logits_profile_predictions_loss: 333.9613 - logcount_predictions_loss: 0.1703 104/1467 [=>............................] - ETA: 20:26 - loss: 336.7090 - logits_profile_predictions_loss: 333.9505 - logcount_predictions_loss: 0.1703 105/1467 [=>............................] - ETA: 20:25 - loss: 336.6979 - logits_profile_predictions_loss: 333.9402 - logcount_predictions_loss: 0.1702 106/1467 [=>............................] - ETA: 20:24 - loss: 336.6891 - logits_profile_predictions_loss: 333.9321 - logcount_predictions_loss: 0.1702 107/1467 [=>............................] - ETA: 20:23 - loss: 336.6802 - logits_profile_predictions_loss: 333.9238 - logcount_predictions_loss: 0.1701 108/1467 [=>............................] - ETA: 20:23 - loss: 336.6744 - logits_profile_predictions_loss: 333.9186 - logcount_predictions_loss: 0.1701 109/1467 [=>............................] - ETA: 20:22 - loss: 336.6684 - logits_profile_predictions_loss: 333.9133 - logcount_predictions_loss: 0.1701 110/1467 [=>............................] - ETA: 20:21 - loss: 336.6613 - logits_profile_predictions_loss: 333.9067 - logcount_predictions_loss: 0.1700 111/1467 [=>............................] - ETA: 20:20 - loss: 336.6529 - logits_profile_predictions_loss: 333.8988 - logcount_predictions_loss: 0.1700 112/1467 [=>............................] - ETA: 20:19 - loss: 336.6450 - logits_profile_predictions_loss: 333.8913 - logcount_predictions_loss: 0.1700 113/1467 [=>............................] - ETA: 20:18 - loss: 336.6393 - logits_profile_predictions_loss: 333.8860 - logcount_predictions_loss: 0.1700 114/1467 [=>............................] - ETA: 20:17 - loss: 336.6332 - logits_profile_predictions_loss: 333.8801 - logcount_predictions_loss: 0.1699 115/1467 [=>............................] - ETA: 20:16 - loss: 336.6282 - logits_profile_predictions_loss: 333.8752 - logcount_predictions_loss: 0.1699 116/1467 [=>............................] - ETA: 20:15 - loss: 336.6249 - logits_profile_predictions_loss: 333.8720 - logcount_predictions_loss: 0.1699 117/1467 [=>............................] - ETA: 20:15 - loss: 336.6255 - logits_profile_predictions_loss: 333.8726 - logcount_predictions_loss: 0.1699 118/1467 [=>............................] - ETA: 20:14 - loss: 336.6262 - logits_profile_predictions_loss: 333.8733 - logcount_predictions_loss: 0.1699 119/1467 [=>............................] - ETA: 20:13 - loss: 336.6272 - logits_profile_predictions_loss: 333.8742 - logcount_predictions_loss: 0.1699 120/1467 [=>............................] - ETA: 20:12 - loss: 336.6291 - logits_profile_predictions_loss: 333.8761 - logcount_predictions_loss: 0.1699 121/1467 [=>............................] - ETA: 20:11 - loss: 336.6301 - logits_profile_predictions_loss: 333.8769 - logcount_predictions_loss: 0.1700 122/1467 [=>............................] - ETA: 20:10 - loss: 336.6317 - logits_profile_predictions_loss: 333.8784 - logcount_predictions_loss: 0.1700 123/1467 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[=====>........................] - ETA: 17:02 - loss: 338.2750 - logits_profile_predictions_loss: 335.5104 - logcount_predictions_loss: 0.1707 332/1467 [=====>........................] - ETA: 17:01 - loss: 338.2800 - logits_profile_predictions_loss: 335.5154 - logcount_predictions_loss: 0.1707 333/1467 [=====>........................] - ETA: 17:00 - loss: 338.2848 - logits_profile_predictions_loss: 335.5202 - logcount_predictions_loss: 0.1707 334/1467 [=====>........................] - ETA: 16:59 - loss: 338.2897 - logits_profile_predictions_loss: 335.5251 - logcount_predictions_loss: 0.1707 335/1467 [=====>........................] - ETA: 16:59 - loss: 338.2945 - logits_profile_predictions_loss: 335.5299 - logcount_predictions_loss: 0.1707 336/1467 [=====>........................] - ETA: 16:58 - loss: 338.2993 - logits_profile_predictions_loss: 335.5346 - logcount_predictions_loss: 0.1707 337/1467 [=====>........................] - ETA: 16:57 - loss: 338.3040 - 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[===========================>..] - ETA: 1:26 - loss: 339.4480 - logits_profile_predictions_loss: 336.6792 - logcount_predictions_loss: 0.1709 1372/1467 [===========================>..] - ETA: 1:25 - loss: 339.4482 - logits_profile_predictions_loss: 336.6795 - logcount_predictions_loss: 0.1709 1373/1467 [===========================>..] - ETA: 1:24 - loss: 339.4485 - logits_profile_predictions_loss: 336.6798 - logcount_predictions_loss: 0.1709 1374/1467 [===========================>..] - ETA: 1:23 - loss: 339.4488 - logits_profile_predictions_loss: 336.6800 - logcount_predictions_loss: 0.1709 1375/1467 [===========================>..] - ETA: 1:22 - loss: 339.4490 - logits_profile_predictions_loss: 336.6803 - logcount_predictions_loss: 0.1709 1376/1467 [===========================>..] - ETA: 1:21 - loss: 339.4493 - logits_profile_predictions_loss: 336.6806 - logcount_predictions_loss: 0.1709 1377/1467 [===========================>..] - ETA: 1:20 - loss: 339.4496 - 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[===========================>..] - ETA: 1:14 - loss: 339.4516 - logits_profile_predictions_loss: 336.6829 - logcount_predictions_loss: 0.1709 1385/1467 [===========================>..] - ETA: 1:13 - loss: 339.4519 - logits_profile_predictions_loss: 336.6832 - logcount_predictions_loss: 0.1709 1386/1467 [===========================>..] - ETA: 1:12 - loss: 339.4522 - logits_profile_predictions_loss: 336.6835 - logcount_predictions_loss: 0.1709 1387/1467 [===========================>..] - ETA: 1:11 - loss: 339.4525 - logits_profile_predictions_loss: 336.6838 - logcount_predictions_loss: 0.1709 1388/1467 [===========================>..] - ETA: 1:11 - loss: 339.4529 - logits_profile_predictions_loss: 336.6842 - logcount_predictions_loss: 0.1709 1389/1467 [===========================>..] - ETA: 1:10 - loss: 339.4532 - logits_profile_predictions_loss: 336.6845 - logcount_predictions_loss: 0.1709 1390/1467 [===========================>..] - ETA: 1:09 - loss: 339.4535 - logits_profile_predictions_loss: 336.6848 - logcount_predictions_loss: 0.1709 1391/1467 [===========================>..] - ETA: 1:08 - loss: 339.4539 - logits_profile_predictions_loss: 336.6852 - logcount_predictions_loss: 0.1709 1392/1467 [===========================>..] - ETA: 1:07 - loss: 339.4542 - logits_profile_predictions_loss: 336.6855 - logcount_predictions_loss: 0.1709 1393/1467 [===========================>..] - ETA: 1:06 - loss: 339.4545 - logits_profile_predictions_loss: 336.6858 - logcount_predictions_loss: 0.1709 1394/1467 [===========================>..] - ETA: 1:05 - loss: 339.4549 - logits_profile_predictions_loss: 336.6862 - logcount_predictions_loss: 0.1709 1395/1467 [===========================>..] - ETA: 1:04 - loss: 339.4552 - logits_profile_predictions_loss: 336.6865 - logcount_predictions_loss: 0.1709 1396/1467 [===========================>..] - ETA: 1:03 - loss: 339.4555 - logits_profile_predictions_loss: 336.6868 - logcount_predictions_loss: 0.1709 1397/1467 [===========================>..] - ETA: 1:02 - loss: 339.4558 - logits_profile_predictions_loss: 336.6872 - logcount_predictions_loss: 0.1709 1398/1467 [===========================>..] - ETA: 1:02 - loss: 339.4562 - logits_profile_predictions_loss: 336.6875 - logcount_predictions_loss: 0.1709 1399/1467 [===========================>..] - ETA: 1:01 - loss: 339.4565 - logits_profile_predictions_loss: 336.6878 - logcount_predictions_loss: 0.1709 1400/1467 [===========================>..] - ETA: 1:00 - loss: 339.4568 - logits_profile_predictions_loss: 336.6882 - logcount_predictions_loss: 0.1709 1401/1467 [===========================>..] - ETA: 59s - loss: 339.4572 - logits_profile_predictions_loss: 336.6885 - logcount_predictions_loss: 0.1709  1402/1467 [===========================>..] - ETA: 58s - loss: 339.4575 - logits_profile_predictions_loss: 336.6888 - logcount_predictions_loss: 0.1709 1403/1467 [===========================>..] - ETA: 57s - loss: 339.4578 - logits_profile_predictions_loss: 336.6891 - logcount_predictions_loss: 0.1709 1404/1467 [===========================>..] - ETA: 56s - loss: 339.4581 - logits_profile_predictions_loss: 336.6895 - logcount_predictions_loss: 0.1709 1405/1467 [===========================>..] - ETA: 55s - loss: 339.4585 - logits_profile_predictions_loss: 336.6898 - logcount_predictions_loss: 0.1709 1406/1467 [===========================>..] - ETA: 54s - loss: 339.4588 - logits_profile_predictions_loss: 336.6901 - logcount_predictions_loss: 0.1709 1407/1467 [===========================>..] - ETA: 53s - loss: 339.4591 - logits_profile_predictions_loss: 336.6905 - logcount_predictions_loss: 0.1709 1408/1467 [===========================>..] - ETA: 53s - loss: 339.4595 - logits_profile_predictions_loss: 336.6908 - logcount_predictions_loss: 0.1709 1409/1467 [===========================>..] - ETA: 52s - loss: 339.4598 - logits_profile_predictions_loss: 336.6911 - logcount_predictions_loss: 0.1709 1410/1467 [===========================>..] - ETA: 51s - loss: 339.4601 - logits_profile_predictions_loss: 336.6915 - logcount_predictions_loss: 0.1709 1411/1467 [===========================>..] - ETA: 50s - loss: 339.4605 - logits_profile_predictions_loss: 336.6918 - logcount_predictions_loss: 0.1709 1412/1467 [===========================>..] - ETA: 49s - loss: 339.4608 - logits_profile_predictions_loss: 336.6922 - logcount_predictions_loss: 0.1709 1413/1467 [===========================>..] - ETA: 48s - loss: 339.4612 - logits_profile_predictions_loss: 336.6925 - logcount_predictions_loss: 0.1709 1414/1467 [===========================>..] - ETA: 47s - loss: 339.4615 - logits_profile_predictions_loss: 336.6928 - logcount_predictions_loss: 0.1709 1415/1467 [===========================>..] - ETA: 46s - loss: 339.4618 - logits_profile_predictions_loss: 336.6932 - logcount_predictions_loss: 0.1709 1416/1467 [===========================>..] - ETA: 45s - loss: 339.4621 - logits_profile_predictions_loss: 336.6935 - logcount_predictions_loss: 0.1709 1417/1467 [===========================>..] - ETA: 44s - loss: 339.4624 - logits_profile_predictions_loss: 336.6938 - logcount_predictions_loss: 0.1709 1418/1467 [===========================>..] - ETA: 44s - loss: 339.4628 - logits_profile_predictions_loss: 336.6941 - logcount_predictions_loss: 0.1709 1419/1467 [============================>.] - ETA: 43s - loss: 339.4631 - logits_profile_predictions_loss: 336.6945 - logcount_predictions_loss: 0.1709 1420/1467 [============================>.] - ETA: 42s - loss: 339.4635 - logits_profile_predictions_loss: 336.6948 - logcount_predictions_loss: 0.1709 1421/1467 [============================>.] - ETA: 41s - loss: 339.4638 - logits_profile_predictions_loss: 336.6952 - logcount_predictions_loss: 0.1709 1422/1467 [============================>.] - ETA: 40s - loss: 339.4642 - logits_profile_predictions_loss: 336.6955 - logcount_predictions_loss: 0.1709 1423/1467 [============================>.] - ETA: 39s - loss: 339.4645 - logits_profile_predictions_loss: 336.6958 - logcount_predictions_loss: 0.1709 1424/1467 [============================>.] - ETA: 38s - loss: 339.4648 - logits_profile_predictions_loss: 336.6962 - logcount_predictions_loss: 0.1709 1425/1467 [============================>.] - ETA: 37s - loss: 339.4651 - logits_profile_predictions_loss: 336.6965 - logcount_predictions_loss: 0.1709 1426/1467 [============================>.] - ETA: 36s - loss: 339.4655 - logits_profile_predictions_loss: 336.6968 - logcount_predictions_loss: 0.1709 1427/1467 [============================>.] - ETA: 35s - loss: 339.4658 - logits_profile_predictions_loss: 336.6972 - logcount_predictions_loss: 0.1709 1428/1467 [============================>.] - ETA: 35s - loss: 339.4661 - logits_profile_predictions_loss: 336.6975 - logcount_predictions_loss: 0.1709 1429/1467 [============================>.] - ETA: 34s - loss: 339.4665 - logits_profile_predictions_loss: 336.6978 - logcount_predictions_loss: 0.1709 1430/1467 [============================>.] - ETA: 33s - loss: 339.4668 - logits_profile_predictions_loss: 336.6982 - logcount_predictions_loss: 0.1709 1431/1467 [============================>.] - ETA: 32s - loss: 339.4671 - logits_profile_predictions_loss: 336.6985 - logcount_predictions_loss: 0.1709 1432/1467 [============================>.] - ETA: 31s - loss: 339.4674 - logits_profile_predictions_loss: 336.6988 - logcount_predictions_loss: 0.1709 1433/1467 [============================>.] - ETA: 30s - loss: 339.4677 - logits_profile_predictions_loss: 336.6991 - logcount_predictions_loss: 0.1709 1434/1467 [============================>.] - ETA: 29s - loss: 339.4680 - logits_profile_predictions_loss: 336.6994 - logcount_predictions_loss: 0.1709 1435/1467 [============================>.] - ETA: 28s - loss: 339.4684 - logits_profile_predictions_loss: 336.6997 - logcount_predictions_loss: 0.1709 1436/1467 [============================>.] - ETA: 27s - loss: 339.4687 - logits_profile_predictions_loss: 336.7001 - logcount_predictions_loss: 0.1709 1437/1467 [============================>.] - ETA: 26s - loss: 339.4691 - logits_profile_predictions_loss: 336.7004 - logcount_predictions_loss: 0.1709 1438/1467 [============================>.] - ETA: 26s - loss: 339.4694 - logits_profile_predictions_loss: 336.7008 - logcount_predictions_loss: 0.1709 1439/1467 [============================>.] - ETA: 25s - loss: 339.4697 - logits_profile_predictions_loss: 336.7011 - logcount_predictions_loss: 0.1709 1440/1467 [============================>.] - ETA: 24s - loss: 339.4701 - logits_profile_predictions_loss: 336.7014 - logcount_predictions_loss: 0.1709 1441/1467 [============================>.] - ETA: 23s - loss: 339.4704 - logits_profile_predictions_loss: 336.7018 - logcount_predictions_loss: 0.1709 1442/1467 [============================>.] - ETA: 22s - loss: 339.4708 - logits_profile_predictions_loss: 336.7022 - logcount_predictions_loss: 0.1709 1443/1467 [============================>.] - ETA: 21s - loss: 339.4712 - logits_profile_predictions_loss: 336.7026 - logcount_predictions_loss: 0.1709 1444/1467 [============================>.] - ETA: 20s - loss: 339.4716 - logits_profile_predictions_loss: 336.7029 - logcount_predictions_loss: 0.1709 1445/1467 [============================>.] - ETA: 19s - loss: 339.4720 - logits_profile_predictions_loss: 336.7033 - logcount_predictions_loss: 0.1709 1446/1467 [============================>.] - ETA: 18s - loss: 339.4723 - logits_profile_predictions_loss: 336.7037 - logcount_predictions_loss: 0.1709 1447/1467 [============================>.] - ETA: 17s - loss: 339.4727 - logits_profile_predictions_loss: 336.7041 - logcount_predictions_loss: 0.1709 1448/1467 [============================>.] - ETA: 17s - loss: 339.4731 - logits_profile_predictions_loss: 336.7045 - logcount_predictions_loss: 0.1709 1449/1467 [============================>.] - ETA: 16s - loss: 339.4735 - logits_profile_predictions_loss: 336.7048 - logcount_predictions_loss: 0.1709 1450/1467 [============================>.] - ETA: 15s - loss: 339.4738 - logits_profile_predictions_loss: 336.7052 - logcount_predictions_loss: 0.1709 1451/1467 [============================>.] - ETA: 14s - loss: 339.4742 - logits_profile_predictions_loss: 336.7056 - logcount_predictions_loss: 0.1709 1452/1467 [============================>.] - ETA: 13s - loss: 339.4746 - logits_profile_predictions_loss: 336.7060 - logcount_predictions_loss: 0.1709 1453/1467 [============================>.] - ETA: 12s - loss: 339.4750 - logits_profile_predictions_loss: 336.7063 - logcount_predictions_loss: 0.1709 1454/1467 [============================>.] - ETA: 11s - loss: 339.4753 - logits_profile_predictions_loss: 336.7067 - logcount_predictions_loss: 0.1709 1455/1467 [============================>.] - ETA: 10s - loss: 339.4757 - logits_profile_predictions_loss: 336.7071 - logcount_predictions_loss: 0.1709 1456/1467 [============================>.] - ETA: 9s - loss: 339.4760 - logits_profile_predictions_loss: 336.7074 - logcount_predictions_loss: 0.1709  1457/1467 [============================>.] - ETA: 8s - loss: 339.4764 - logits_profile_predictions_loss: 336.7077 - logcount_predictions_loss: 0.1709 1458/1467 [============================>.] - ETA: 8s - loss: 339.4767 - logits_profile_predictions_loss: 336.7081 - logcount_predictions_loss: 0.1709 1459/1467 [============================>.] - ETA: 7s - loss: 339.4771 - logits_profile_predictions_loss: 336.7084 - logcount_predictions_loss: 0.1709 1460/1467 [============================>.] - ETA: 6s - loss: 339.4774 - logits_profile_predictions_loss: 336.7088 - logcount_predictions_loss: 0.1709 1461/1467 [============================>.] - ETA: 5s - loss: 339.4778 - logits_profile_predictions_loss: 336.7091 - logcount_predictions_loss: 0.1709 1462/1467 [============================>.] - ETA: 4s - loss: 339.4781 - logits_profile_predictions_loss: 336.7095 - logcount_predictions_loss: 0.1709 1463/1467 [============================>.] - ETA: 3s - loss: 339.4785 - logits_profile_predictions_loss: 336.7098 - logcount_predictions_loss: 0.1709 1464/1467 [============================>.] - ETA: 2s - loss: 339.4789 - logits_profile_predictions_loss: 336.7102 - logcount_predictions_loss: 0.1709 1465/1467 [============================>.] - ETA: 1s - loss: 339.4792 - logits_profile_predictions_loss: 336.7105 - logcount_predictions_loss: 0.1709 1466/1467 [============================>.] - ETA: 0s - loss: 339.4795 - logits_profile_predictions_loss: 336.7109 - logcount_predictions_loss: 0.1709 1467/1467 [==============================] - ETA: 0s - loss: 339.4798 - logits_profile_predictions_loss: 336.7112 - logcount_predictions_loss: 0.1709 1467/1467 [==============================] - 1382s 942ms/step - loss: 339.4801 - logits_profile_predictions_loss: 336.7115 - logcount_predictions_loss: 0.1709 - val_loss: 410.9238 - val_logits_profile_predictions_loss: 405.6196 - val_logcount_predictions_loss: 0.3274 Epoch 00012: val_loss did not improve from 408.34467 Restoring model weights from the end of the best epoch. Epoch 00012: early stopping save model save model without bias 2022-09-22_12-21-53: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR548QCP//preprocessing/bigWigs/ENCSR548QCP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(25036, 10) loading nonpeaks... got split:test for bed regions:(24542, 10) 0/194 100/194 2022-09-22_12-27-41: 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/ATAC//ENCSR548QCP//preprocessing/bigWigs/ENCSR548QCP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(25036, 10) loading nonpeaks... got split:test for bed regions:(24542, 10) 0/194 100/194 2022-09-22_12-32-54: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR548QCP//preprocessing/bigWigs/ENCSR548QCP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(25036, 10) loading nonpeaks... got split:test for bed regions:(24542, 10) 0/194 100/194 2022-09-22_12-34-53: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//footprints 2022-09-22_12-34-53: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/24 [>.............................] - ETA: 3:19 3/24 [==>...........................] - ETA: 23s  4/24 [====>.........................] - ETA: 30s 5/24 [=====>........................] - ETA: 32s 6/24 [======>.......................] - ETA: 32s 7/24 [=======>......................] - ETA: 31s 8/24 [=========>....................] - ETA: 30s 9/24 [==========>...................] - ETA: 29s 10/24 [===========>..................] - ETA: 28s 11/24 [============>.................] - ETA: 26s 12/24 [==============>...............] - ETA: 24s 13/24 [===============>..............] - ETA: 22s 14/24 [================>.............] - ETA: 20s 15/24 [=================>............] - ETA: 18s 16/24 [===================>..........] - ETA: 16s 17/24 [====================>.........] - ETA: 14s 18/24 [=====================>........] - ETA: 12s 19/24 [======================>.......] - ETA: 10s 20/24 [========================>.....] - ETA: 8s  21/24 [=========================>....] - ETA: 6s 22/24 [==========================>...] - ETA: 4s 23/24 [===========================>..] - ETA: 2s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 65s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 49s 3/24 [==>...........................] - ETA: 47s 4/24 [====>.........................] - ETA: 44s 5/24 [=====>........................] - ETA: 42s 6/24 [======>.......................] - ETA: 40s 7/24 [=======>......................] - ETA: 38s 8/24 [=========>....................] - ETA: 35s 9/24 [==========>...................] - ETA: 33s 10/24 [===========>..................] - ETA: 31s 11/24 [============>.................] - ETA: 29s 12/24 [==============>...............] - ETA: 26s 13/24 [===============>..............] - ETA: 24s 14/24 [================>.............] - ETA: 22s 15/24 [=================>............] - ETA: 20s 16/24 [===================>..........] - ETA: 17s 17/24 [====================>.........] - ETA: 15s 18/24 [=====================>........] - ETA: 13s 19/24 [======================>.......] - ETA: 11s 20/24 [========================>.....] - ETA: 8s  21/24 [=========================>....] - ETA: 6s 22/24 [==========================>...] - ETA: 4s 23/24 [===========================>..] - ETA: 2s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 54s 2s/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 49s 3/24 [==>...........................] - ETA: 47s 4/24 [====>.........................] - ETA: 45s 5/24 [=====>........................] - ETA: 42s 6/24 [======>.......................] - ETA: 40s 7/24 [=======>......................] - ETA: 38s 8/24 [=========>....................] - ETA: 36s 9/24 [==========>...................] - ETA: 33s 10/24 [===========>..................] - ETA: 31s 11/24 [============>.................] - ETA: 29s 12/24 [==============>...............] - ETA: 27s 13/24 [===============>..............] - ETA: 24s 14/24 [================>.............] - ETA: 22s 15/24 [=================>............] - ETA: 20s 16/24 [===================>..........] - ETA: 18s 17/24 [====================>.........] - ETA: 15s 18/24 [=====================>........] - ETA: 13s 19/24 [======================>.......] - ETA: 11s 20/24 [========================>.....] - ETA: 9s  21/24 [=========================>....] - ETA: 6s 22/24 [==========================>...] - ETA: 4s 23/24 [===========================>..] - ETA: 2s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 54s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 49s 3/24 [==>...........................] - ETA: 47s 4/24 [====>.........................] - ETA: 45s 5/24 [=====>........................] - ETA: 42s 6/24 [======>.......................] - ETA: 40s 7/24 [=======>......................] - ETA: 38s 8/24 [=========>....................] - ETA: 36s 9/24 [==========>...................] - ETA: 33s 10/24 [===========>..................] - ETA: 31s 11/24 [============>.................] - ETA: 29s 12/24 [==============>...............] - ETA: 27s 13/24 [===============>..............] - ETA: 24s 14/24 [================>.............] - ETA: 22s 15/24 [=================>............] - ETA: 20s 16/24 [===================>..........] - ETA: 18s 17/24 [====================>.........] - ETA: 15s 18/24 [=====================>........] - ETA: 13s 19/24 [======================>.......] - ETA: 11s 20/24 [========================>.....] - ETA: 9s  21/24 [=========================>....] - ETA: 6s 22/24 [==========================>...] - ETA: 4s 23/24 [===========================>..] - ETA: 2s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 54s 2s/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 49s 3/24 [==>...........................] - ETA: 47s 4/24 [====>.........................] - ETA: 45s 5/24 [=====>........................] - ETA: 42s 6/24 [======>.......................] - ETA: 40s 7/24 [=======>......................] - ETA: 38s 8/24 [=========>....................] - ETA: 36s 9/24 [==========>...................] - ETA: 33s 10/24 [===========>..................] - ETA: 31s 11/24 [============>.................] - ETA: 29s 12/24 [==============>...............] - ETA: 27s 13/24 [===============>..............] - ETA: 24s 14/24 [================>.............] - ETA: 22s 15/24 [=================>............] - ETA: 20s 16/24 [===================>..........] - ETA: 18s 17/24 [====================>.........] - ETA: 15s 18/24 [=====================>........] - ETA: 13s 19/24 [======================>.......] - ETA: 11s 20/24 [========================>.....] - ETA: 9s  21/24 [=========================>....] - ETA: 6s 22/24 [==========================>...] - ETA: 4s 23/24 [===========================>..] - ETA: 2s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 54s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 49s 3/24 [==>...........................] - ETA: 47s 4/24 [====>.........................] - ETA: 45s 5/24 [=====>........................] - ETA: 42s 6/24 [======>.......................] - ETA: 40s 7/24 [=======>......................] - ETA: 38s 8/24 [=========>....................] - ETA: 36s 9/24 [==========>...................] - ETA: 33s 10/24 [===========>..................] - ETA: 31s 11/24 [============>.................] - ETA: 29s 12/24 [==============>...............] - ETA: 27s 13/24 [===============>..............] - ETA: 24s 14/24 [================>.............] - ETA: 22s 15/24 [=================>............] - ETA: 20s 16/24 [===================>..........] - ETA: 18s 17/24 [====================>.........] - ETA: 15s 18/24 [=====================>........] - ETA: 13s 19/24 [======================>.......] - ETA: 11s 20/24 [========================>.....] - ETA: 9s  21/24 [=========================>....] - ETA: 6s 22/24 [==========================>...] - ETA: 4s 23/24 [===========================>..] - ETA: 2s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 54s 2s/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 49s 3/24 [==>...........................] - ETA: 47s 4/24 [====>.........................] - ETA: 45s 5/24 [=====>........................] - ETA: 42s 6/24 [======>.......................] - ETA: 40s 7/24 [=======>......................] - ETA: 38s 8/24 [=========>....................] - ETA: 36s 9/24 [==========>...................] - ETA: 33s 10/24 [===========>..................] - ETA: 31s 11/24 [============>.................] - ETA: 29s 12/24 [==============>...............] - ETA: 27s 13/24 [===============>..............] - ETA: 24s 14/24 [================>.............] - ETA: 22s 15/24 [=================>............] - ETA: 20s 16/24 [===================>..........] - ETA: 18s 17/24 [====================>.........] - ETA: 15s 18/24 [=====================>........] - ETA: 13s 19/24 [======================>.......] - ETA: 11s 20/24 [========================>.....] - ETA: 9s  21/24 [=========================>....] - ETA: 6s 22/24 [==========================>...] - ETA: 4s 23/24 [===========================>..] - ETA: 2s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 54s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 49s 3/24 [==>...........................] - ETA: 47s 4/24 [====>.........................] - ETA: 45s 5/24 [=====>........................] - ETA: 42s 6/24 [======>.......................] - ETA: 40s 7/24 [=======>......................] - ETA: 38s 8/24 [=========>....................] - ETA: 36s 9/24 [==========>...................] - ETA: 33s 10/24 [===========>..................] - ETA: 31s 11/24 [============>.................] - ETA: 29s 12/24 [==============>...............] - ETA: 27s 13/24 [===============>..............] - ETA: 24s 14/24 [================>.............] - ETA: 22s 15/24 [=================>............] - ETA: 20s 16/24 [===================>..........] - ETA: 18s 17/24 [====================>.........] - ETA: 15s 18/24 [=====================>........] - ETA: 13s 19/24 [======================>.......] - ETA: 11s 20/24 [========================>.....] - ETA: 9s  21/24 [=========================>....] - ETA: 6s 22/24 [==========================>...] - ETA: 4s 23/24 [===========================>..] - ETA: 2s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 54s 2s/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 49s 3/24 [==>...........................] - ETA: 47s 4/24 [====>.........................] - ETA: 45s 5/24 [=====>........................] - ETA: 42s 6/24 [======>.......................] - ETA: 40s 7/24 [=======>......................] - ETA: 38s 8/24 [=========>....................] - ETA: 36s 9/24 [==========>...................] - ETA: 33s 10/24 [===========>..................] - ETA: 31s 11/24 [============>.................] - ETA: 29s 12/24 [==============>...............] - ETA: 27s 13/24 [===============>..............] - ETA: 24s 14/24 [================>.............] - ETA: 22s 15/24 [=================>............] - ETA: 20s 16/24 [===================>..........] - ETA: 18s 17/24 [====================>.........] - ETA: 15s 18/24 [=====================>........] - ETA: 13s 19/24 [======================>.......] - ETA: 11s 20/24 [========================>.....] - ETA: 9s  21/24 [=========================>....] - ETA: 6s 22/24 [==========================>...] - ETA: 4s 23/24 [===========================>..] - ETA: 2s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 54s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 49s 3/24 [==>...........................] - ETA: 47s 4/24 [====>.........................] - ETA: 45s 5/24 [=====>........................] - ETA: 42s 6/24 [======>.......................] - ETA: 40s 7/24 [=======>......................] - ETA: 38s 8/24 [=========>....................] - ETA: 36s 9/24 [==========>...................] - ETA: 33s 10/24 [===========>..................] - ETA: 31s 11/24 [============>.................] - ETA: 29s 12/24 [==============>...............] - ETA: 27s 13/24 [===============>..............] - ETA: 24s 14/24 [================>.............] - ETA: 22s 15/24 [=================>............] - ETA: 20s 16/24 [===================>..........] - ETA: 18s 17/24 [====================>.........] - ETA: 15s 18/24 [=====================>........] - ETA: 13s 19/24 [======================>.......] - ETA: 11s 20/24 [========================>.....] - ETA: 9s  21/24 [=========================>....] - ETA: 6s 22/24 [==========================>...] - ETA: 4s 23/24 [===========================>..] - ETA: 2s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 54s 2s/step Saving marginal footprints 2022-09-22_12-44-27: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//footprints 2022-09-22_12-44-27: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR548QCP//chrombpnet_model_feb15_fold_1//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "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: tn5_1 GCACAGTACAGAGCTG 1/24 [>.............................] - ETA: 57s 3/24 [==>...........................] - ETA: 2s  4/24 [====>.........................] - ETA: 2s 5/24 [=====>........................] - ETA: 2s 6/24 [======>.......................] - ETA: 2s 7/24 [=======>......................] - ETA: 2s 8/24 [=========>....................] - ETA: 2s 9/24 [==========>...................] - ETA: 2s 10/24 [===========>..................] - ETA: 2s 11/24 [============>.................] - ETA: 2s 12/24 [==============>...............] - ETA: 2s 13/24 [===============>..............] - ETA: 1s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 1s 17/24 [====================>.........] - ETA: 1s 18/24 [=====================>........] - ETA: 1s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 7s 215ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 4s 3/24 [==>...........................] - ETA: 3s 4/24 [====>.........................] - ETA: 3s 5/24 [=====>........................] - ETA: 3s 6/24 [======>.......................] - ETA: 3s 7/24 [=======>......................] - ETA: 3s 8/24 [=========>....................] - ETA: 2s 9/24 [==========>...................] - ETA: 2s 10/24 [===========>..................] - ETA: 2s 11/24 [============>.................] - ETA: 2s 12/24 [==============>...............] - ETA: 2s 13/24 [===============>..............] - ETA: 2s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 1s 17/24 [====================>.........] - ETA: 1s 18/24 [=====================>........] - ETA: 1s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 4s 194ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 4s 3/24 [==>...........................] - ETA: 3s 4/24 [====>.........................] - ETA: 3s 5/24 [=====>........................] - ETA: 3s 6/24 [======>.......................] - ETA: 3s 7/24 [=======>......................] - ETA: 3s 8/24 [=========>....................] - ETA: 2s 9/24 [==========>...................] - ETA: 2s 10/24 [===========>..................] - ETA: 2s 11/24 [============>.................] - ETA: 2s 12/24 [==============>...............] - ETA: 2s 13/24 [===============>..............] - ETA: 2s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 1s 17/24 [====================>.........] - ETA: 1s 18/24 [=====================>........] - ETA: 1s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 4s 193ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 4s 3/24 [==>...........................] - ETA: 3s 4/24 [====>.........................] - ETA: 3s 5/24 [=====>........................] - ETA: 3s 6/24 [======>.......................] - ETA: 3s 7/24 [=======>......................] - ETA: 3s 8/24 [=========>....................] - ETA: 2s 9/24 [==========>...................] - ETA: 2s 10/24 [===========>..................] - ETA: 2s 11/24 [============>.................] - ETA: 2s 12/24 [==============>...............] - ETA: 2s 13/24 [===============>..............] - ETA: 2s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 1s 17/24 [====================>.........] - ETA: 1s 18/24 [=====================>........] - ETA: 1s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 4s 193ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 4s 3/24 [==>...........................] - ETA: 3s 4/24 [====>.........................] - ETA: 3s 5/24 [=====>........................] - ETA: 3s 6/24 [======>.......................] - ETA: 3s 7/24 [=======>......................] - ETA: 3s 8/24 [=========>....................] - ETA: 2s 9/24 [==========>...................] - ETA: 2s 10/24 [===========>..................] - ETA: 2s 11/24 [============>.................] - ETA: 2s 12/24 [==============>...............] - ETA: 2s 13/24 [===============>..............] - ETA: 2s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 1s 17/24 [====================>.........] - ETA: 1s 18/24 [=====================>........] - ETA: 1s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 4s 194ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 4s 3/24 [==>...........................] - ETA: 3s 4/24 [====>.........................] - ETA: 3s 5/24 [=====>........................] - ETA: 3s 6/24 [======>.......................] - ETA: 3s 7/24 [=======>......................] - ETA: 3s 8/24 [=========>....................] - ETA: 2s 9/24 [==========>...................] - ETA: 2s 10/24 [===========>..................] - ETA: 2s 11/24 [============>.................] - ETA: 2s 12/24 [==============>...............] - ETA: 2s 13/24 [===============>..............] - ETA: 2s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 1s 17/24 [====================>.........] - ETA: 1s 18/24 [=====================>........] - ETA: 1s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 4s 194ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 4s 3/24 [==>...........................] - ETA: 3s 4/24 [====>.........................] - ETA: 3s 5/24 [=====>........................] - ETA: 3s 6/24 [======>.......................] - ETA: 3s 7/24 [=======>......................] - ETA: 3s 8/24 [=========>....................] - ETA: 2s 9/24 [==========>...................] - ETA: 2s 10/24 [===========>..................] - ETA: 2s 11/24 [============>.................] - ETA: 2s 12/24 [==============>...............] - ETA: 2s 13/24 [===============>..............] - ETA: 2s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 1s 17/24 [====================>.........] - ETA: 1s 18/24 [=====================>........] - ETA: 1s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 4s 194ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 4s 3/24 [==>...........................] - ETA: 3s 4/24 [====>.........................] - ETA: 3s 5/24 [=====>........................] - ETA: 3s 6/24 [======>.......................] - ETA: 3s 7/24 [=======>......................] - ETA: 3s 8/24 [=========>....................] - ETA: 2s 9/24 [==========>...................] - ETA: 2s 10/24 [===========>..................] - ETA: 2s 11/24 [============>.................] - ETA: 2s 12/24 [==============>...............] - ETA: 2s 13/24 [===============>..............] - ETA: 2s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 1s 17/24 [====================>.........] - ETA: 1s 18/24 [=====================>........] - ETA: 1s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 4s 194ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 4s 3/24 [==>...........................] - ETA: 3s 4/24 [====>.........................] - ETA: 3s 5/24 [=====>........................] - ETA: 3s 6/24 [======>.......................] - ETA: 3s 7/24 [=======>......................] - ETA: 3s 8/24 [=========>....................] - ETA: 2s 9/24 [==========>...................] - ETA: 2s 10/24 [===========>..................] - ETA: 2s 11/24 [============>.................] - ETA: 2s 12/24 [==============>...............] - ETA: 2s 13/24 [===============>..............] - ETA: 2s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 1s 17/24 [====================>.........] - ETA: 1s 18/24 [=====================>........] - ETA: 1s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 4s 194ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 4s 3/24 [==>...........................] - ETA: 3s 4/24 [====>.........................] - ETA: 3s 5/24 [=====>........................] - ETA: 3s 6/24 [======>.......................] - ETA: 3s 7/24 [=======>......................] - ETA: 3s 8/24 [=========>....................] - ETA: 2s 9/24 [==========>...................] - ETA: 2s 10/24 [===========>..................] - ETA: 2s 11/24 [============>.................] - ETA: 2s 12/24 [==============>...............] - ETA: 2s 13/24 [===============>..............] - ETA: 2s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 1s 17/24 [====================>.........] - ETA: 1s 18/24 [=====================>........] - ETA: 1s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 4s 194ms/step Saving marginal footprints