2022-09-21_09-00-34: 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//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//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/ENCSR608KJD//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: 105243 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 105243 Number of peaks input: 26727 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 26727 Number of non peaks input: 105619 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 105619 Number of non peaks input: 26350 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 26350 Number of peaks after removing outliers: 104084 Number of nonpeaks after removing outliers: 92678 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 1/2897 [..............................] - ETA: 17:55:42 9/2897 [..............................] - ETA: 19s  17/2897 [..............................] - ETA: 19s 25/2897 [..............................] - ETA: 19s 34/2897 [..............................] - ETA: 18s 43/2897 [..............................] - ETA: 18s 52/2897 [..............................] - ETA: 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ETA: 0s 2885/2897 [============================>.] - ETA: 0s 2894/2897 [============================>.] - ETA: 0s 2897/2897 [==============================] - ETA: 0s 2897/2897 [==============================] - 54s 11ms/step 2022-09-21_09-04-25: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//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': '12.7', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//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:(92715, 10) loading nonpeaks... got split:train for bed regions:(83119, 10) loading peaks... got split:valid for bed regions:(11369, 10) loading nonpeaks... got split:valid for bed regions:(9559, 10) Epoch 1/50 1/1594 [..............................] - ETA: 56:57:00 - loss: 439.7144 - logits_profile_predictions_loss: 386.0719 - logcount_predictions_loss: 4.2238 2/1594 [..............................] - ETA: 8:25 - loss: 1597.1908 - logits_profile_predictions_loss: 383.1394 - logcount_predictions_loss: 95.5946  3/1594 [..............................] - ETA: 8:13 - loss: 1719.7943 - logits_profile_predictions_loss: 377.5778 - logcount_predictions_loss: 105.6863 4/1594 [..............................] - ETA: 8:09 - loss: 1680.6534 - logits_profile_predictions_loss: 371.6182 - logcount_predictions_loss: 103.0736 5/1594 [..............................] - ETA: 8:07 - loss: 1607.9275 - logits_profile_predictions_loss: 365.6510 - logcount_predictions_loss: 97.8171  6/1594 [..............................] - ETA: 8:05 - loss: 1533.4062 - logits_profile_predictions_loss: 361.4629 - logcount_predictions_loss: 92.2790 7/1594 [..............................] - ETA: 8:04 - loss: 1462.6722 - logits_profile_predictions_loss: 357.0323 - logcount_predictions_loss: 87.0583 8/1594 [..............................] - ETA: 8:03 - loss: 1399.6123 - logits_profile_predictions_loss: 353.9681 - logcount_predictions_loss: 82.3342 9/1594 [..............................] - ETA: 8:02 - loss: 1344.0340 - logits_profile_predictions_loss: 352.1251 - logcount_predictions_loss: 78.1031 10/1594 [..............................] - ETA: 8:01 - loss: 1294.5186 - logits_profile_predictions_loss: 350.7111 - logcount_predictions_loss: 74.3156 11/1594 [..............................] - ETA: 8:01 - loss: 1250.0625 - logits_profile_predictions_loss: 349.4484 - logcount_predictions_loss: 70.9145 12/1594 [..............................] - ETA: 8:00 - loss: 1210.2710 - logits_profile_predictions_loss: 348.5445 - 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logits_profile_predictions_loss: 318.9232 - logcount_predictions_loss: 0.6629 226/1594 [===>..........................] - ETA: 6:52 - loss: 327.3369 - logits_profile_predictions_loss: 318.9180 - logcount_predictions_loss: 0.6629 227/1594 [===>..........................] - ETA: 6:51 - loss: 327.3318 - logits_profile_predictions_loss: 318.9129 - logcount_predictions_loss: 0.6629 228/1594 [===>..........................] - ETA: 6:51 - loss: 327.3265 - logits_profile_predictions_loss: 318.9075 - logcount_predictions_loss: 0.6629 229/1594 [===>..........................] - ETA: 6:51 - loss: 327.3207 - logits_profile_predictions_loss: 318.9017 - logcount_predictions_loss: 0.6629 230/1594 [===>..........................] - ETA: 6:50 - loss: 327.3144 - logits_profile_predictions_loss: 318.8953 - logcount_predictions_loss: 0.6629 231/1594 [===>..........................] - ETA: 6:50 - loss: 327.3076 - logits_profile_predictions_loss: 318.8885 - logcount_predictions_loss: 0.6629 232/1594 [===>..........................] - ETA: 6:50 - loss: 327.3014 - logits_profile_predictions_loss: 318.8824 - logcount_predictions_loss: 0.6629 233/1594 [===>..........................] - ETA: 6:50 - loss: 327.2960 - logits_profile_predictions_loss: 318.8771 - logcount_predictions_loss: 0.6629 234/1594 [===>..........................] - ETA: 6:49 - loss: 327.2907 - logits_profile_predictions_loss: 318.8718 - logcount_predictions_loss: 0.6629 235/1594 [===>..........................] - ETA: 6:49 - loss: 327.2859 - logits_profile_predictions_loss: 318.8670 - logcount_predictions_loss: 0.6629 236/1594 [===>..........................] - ETA: 6:49 - loss: 327.2814 - logits_profile_predictions_loss: 318.8625 - logcount_predictions_loss: 0.6629 237/1594 [===>..........................] - ETA: 6:48 - loss: 327.2775 - logits_profile_predictions_loss: 318.8586 - logcount_predictions_loss: 0.6629 238/1594 [===>..........................] - ETA: 6:48 - loss: 327.2735 - logits_profile_predictions_loss: 318.8547 - logcount_predictions_loss: 0.6629 239/1594 [===>..........................] - ETA: 6:48 - loss: 327.2697 - logits_profile_predictions_loss: 318.8509 - logcount_predictions_loss: 0.6629 240/1594 [===>..........................] - ETA: 6:48 - loss: 327.2660 - logits_profile_predictions_loss: 318.8471 - logcount_predictions_loss: 0.6629 241/1594 [===>..........................] - ETA: 6:47 - loss: 327.2627 - logits_profile_predictions_loss: 318.8438 - logcount_predictions_loss: 0.6629 242/1594 [===>..........................] - ETA: 6:47 - loss: 327.2594 - logits_profile_predictions_loss: 318.8405 - logcount_predictions_loss: 0.6629 243/1594 [===>..........................] - ETA: 6:47 - loss: 327.2560 - logits_profile_predictions_loss: 318.8370 - logcount_predictions_loss: 0.6629 244/1594 [===>..........................] - ETA: 6:46 - loss: 327.2528 - logits_profile_predictions_loss: 318.8338 - logcount_predictions_loss: 0.6629 245/1594 [===>..........................] - ETA: 6:46 - loss: 327.2504 - logits_profile_predictions_loss: 318.8315 - logcount_predictions_loss: 0.6629 246/1594 [===>..........................] - ETA: 6:46 - loss: 327.2481 - logits_profile_predictions_loss: 318.8293 - logcount_predictions_loss: 0.6629 247/1594 [===>..........................] - ETA: 6:45 - loss: 327.2452 - logits_profile_predictions_loss: 318.8265 - logcount_predictions_loss: 0.6629 248/1594 [===>..........................] - ETA: 6:45 - loss: 327.2428 - logits_profile_predictions_loss: 318.8242 - logcount_predictions_loss: 0.6629 249/1594 [===>..........................] - ETA: 6:45 - loss: 327.2405 - logits_profile_predictions_loss: 318.8219 - logcount_predictions_loss: 0.6629 250/1594 [===>..........................] - ETA: 6:45 - loss: 327.2384 - logits_profile_predictions_loss: 318.8199 - logcount_predictions_loss: 0.6629 251/1594 [===>..........................] - ETA: 6:44 - loss: 327.2360 - 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[===>..........................] - ETA: 6:42 - loss: 327.2242 - logits_profile_predictions_loss: 318.8072 - logcount_predictions_loss: 0.6628 259/1594 [===>..........................] - ETA: 6:42 - loss: 327.2230 - logits_profile_predictions_loss: 318.8062 - logcount_predictions_loss: 0.6627 260/1594 [===>..........................] - ETA: 6:42 - loss: 327.2219 - logits_profile_predictions_loss: 318.8053 - logcount_predictions_loss: 0.6627 261/1594 [===>..........................] - ETA: 6:41 - loss: 327.2207 - logits_profile_predictions_loss: 318.8044 - logcount_predictions_loss: 0.6627 262/1594 [===>..........................] - ETA: 6:41 - loss: 327.2195 - logits_profile_predictions_loss: 318.8034 - logcount_predictions_loss: 0.6627 263/1594 [===>..........................] - ETA: 6:41 - loss: 327.2182 - logits_profile_predictions_loss: 318.8024 - logcount_predictions_loss: 0.6627 264/1594 [===>..........................] - ETA: 6:40 - loss: 327.2172 - logits_profile_predictions_loss: 318.8016 - logcount_predictions_loss: 0.6627 265/1594 [===>..........................] - ETA: 6:40 - loss: 327.2163 - logits_profile_predictions_loss: 318.8009 - logcount_predictions_loss: 0.6626 266/1594 [====>.........................] - ETA: 6:40 - loss: 327.2150 - logits_profile_predictions_loss: 318.7997 - logcount_predictions_loss: 0.6626 267/1594 [====>.........................] - ETA: 6:40 - loss: 327.2138 - logits_profile_predictions_loss: 318.7987 - logcount_predictions_loss: 0.6626 268/1594 [====>.........................] - ETA: 6:39 - loss: 327.2126 - logits_profile_predictions_loss: 318.7978 - logcount_predictions_loss: 0.6626 269/1594 [====>.........................] - ETA: 6:39 - loss: 327.2112 - logits_profile_predictions_loss: 318.7965 - logcount_predictions_loss: 0.6626 270/1594 [====>.........................] - ETA: 6:39 - loss: 327.2092 - logits_profile_predictions_loss: 318.7948 - logcount_predictions_loss: 0.6626 271/1594 [====>.........................] - ETA: 6:38 - loss: 327.2066 - logits_profile_predictions_loss: 318.7925 - logcount_predictions_loss: 0.6625 272/1594 [====>.........................] - ETA: 6:38 - loss: 327.2050 - logits_profile_predictions_loss: 318.7909 - logcount_predictions_loss: 0.6625 273/1594 [====>.........................] - ETA: 6:38 - loss: 327.2030 - logits_profile_predictions_loss: 318.7891 - logcount_predictions_loss: 0.6625 274/1594 [====>.........................] - ETA: 6:37 - loss: 327.2008 - logits_profile_predictions_loss: 318.7871 - logcount_predictions_loss: 0.6625 275/1594 [====>.........................] - ETA: 6:37 - loss: 327.1991 - logits_profile_predictions_loss: 318.7856 - logcount_predictions_loss: 0.6625 276/1594 [====>.........................] - ETA: 6:37 - loss: 327.1973 - logits_profile_predictions_loss: 318.7839 - logcount_predictions_loss: 0.6625 277/1594 [====>.........................] - ETA: 6:37 - loss: 327.1957 - logits_profile_predictions_loss: 318.7825 - logcount_predictions_loss: 0.6625 278/1594 [====>.........................] - ETA: 6:36 - loss: 327.1944 - logits_profile_predictions_loss: 318.7814 - logcount_predictions_loss: 0.6625 279/1594 [====>.........................] - ETA: 6:36 - loss: 327.1932 - logits_profile_predictions_loss: 318.7803 - logcount_predictions_loss: 0.6624 280/1594 [====>.........................] - ETA: 6:36 - loss: 327.1918 - logits_profile_predictions_loss: 318.7790 - logcount_predictions_loss: 0.6624 281/1594 [====>.........................] - ETA: 6:35 - loss: 327.1903 - logits_profile_predictions_loss: 318.7777 - logcount_predictions_loss: 0.6624 282/1594 [====>.........................] - ETA: 6:35 - loss: 327.1893 - logits_profile_predictions_loss: 318.7769 - logcount_predictions_loss: 0.6624 283/1594 [====>.........................] - ETA: 6:35 - loss: 327.1882 - logits_profile_predictions_loss: 318.7759 - logcount_predictions_loss: 0.6624 284/1594 [====>.........................] - ETA: 6:35 - loss: 327.1868 - logits_profile_predictions_loss: 318.7747 - logcount_predictions_loss: 0.6624 285/1594 [====>.........................] - ETA: 6:34 - loss: 327.1858 - logits_profile_predictions_loss: 318.7738 - logcount_predictions_loss: 0.6624 286/1594 [====>.........................] - ETA: 6:34 - loss: 327.1846 - logits_profile_predictions_loss: 318.7727 - logcount_predictions_loss: 0.6624 287/1594 [====>.........................] - ETA: 6:34 - loss: 327.1833 - logits_profile_predictions_loss: 318.7716 - logcount_predictions_loss: 0.6623 288/1594 [====>.........................] - ETA: 6:33 - loss: 327.1820 - logits_profile_predictions_loss: 318.7705 - logcount_predictions_loss: 0.6623 289/1594 [====>.........................] - ETA: 6:33 - loss: 327.1810 - logits_profile_predictions_loss: 318.7697 - logcount_predictions_loss: 0.6623 290/1594 [====>.........................] - ETA: 6:33 - loss: 327.1803 - 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[====>.........................] - ETA: 6:31 - loss: 327.1686 - logits_profile_predictions_loss: 318.7588 - logcount_predictions_loss: 0.6622 298/1594 [====>.........................] - ETA: 6:30 - loss: 327.1672 - logits_profile_predictions_loss: 318.7575 - logcount_predictions_loss: 0.6622 299/1594 [====>.........................] - ETA: 6:30 - loss: 327.1659 - logits_profile_predictions_loss: 318.7564 - logcount_predictions_loss: 0.6622 300/1594 [====>.........................] - ETA: 6:30 - loss: 327.1641 - logits_profile_predictions_loss: 318.7549 - logcount_predictions_loss: 0.6621 301/1594 [====>.........................] - ETA: 6:29 - loss: 327.1628 - logits_profile_predictions_loss: 318.7538 - logcount_predictions_loss: 0.6621 302/1594 [====>.........................] - ETA: 6:29 - loss: 327.1619 - logits_profile_predictions_loss: 318.7531 - logcount_predictions_loss: 0.6621 303/1594 [====>.........................] - ETA: 6:29 - loss: 327.1616 - logits_profile_predictions_loss: 318.7530 - logcount_predictions_loss: 0.6621 304/1594 [====>.........................] - ETA: 6:29 - loss: 327.1614 - logits_profile_predictions_loss: 318.7529 - logcount_predictions_loss: 0.6621 305/1594 [====>.........................] - ETA: 6:28 - loss: 327.1611 - logits_profile_predictions_loss: 318.7529 - logcount_predictions_loss: 0.6621 306/1594 [====>.........................] - ETA: 6:28 - loss: 327.1605 - logits_profile_predictions_loss: 318.7525 - logcount_predictions_loss: 0.6621 307/1594 [====>.........................] - ETA: 6:28 - loss: 327.1601 - logits_profile_predictions_loss: 318.7522 - logcount_predictions_loss: 0.6620 308/1594 [====>.........................] - ETA: 6:27 - loss: 327.1595 - logits_profile_predictions_loss: 318.7518 - logcount_predictions_loss: 0.6620 309/1594 [====>.........................] - ETA: 6:27 - loss: 327.1590 - logits_profile_predictions_loss: 318.7516 - logcount_predictions_loss: 0.6620 310/1594 [====>.........................] - ETA: 6:27 - loss: 327.1585 - logits_profile_predictions_loss: 318.7513 - logcount_predictions_loss: 0.6620 311/1594 [====>.........................] - ETA: 6:26 - loss: 327.1578 - logits_profile_predictions_loss: 318.7508 - logcount_predictions_loss: 0.6620 312/1594 [====>.........................] - ETA: 6:26 - loss: 327.1566 - logits_profile_predictions_loss: 318.7499 - logcount_predictions_loss: 0.6620 313/1594 [====>.........................] - ETA: 6:26 - loss: 327.1552 - logits_profile_predictions_loss: 318.7488 - logcount_predictions_loss: 0.6619 314/1594 [====>.........................] - ETA: 6:26 - loss: 327.1536 - logits_profile_predictions_loss: 318.7475 - logcount_predictions_loss: 0.6619 315/1594 [====>.........................] - ETA: 6:25 - loss: 327.1517 - logits_profile_predictions_loss: 318.7459 - logcount_predictions_loss: 0.6619 316/1594 [====>.........................] - ETA: 6:25 - loss: 327.1501 - logits_profile_predictions_loss: 318.7446 - logcount_predictions_loss: 0.6619 317/1594 [====>.........................] - ETA: 6:25 - loss: 327.1482 - logits_profile_predictions_loss: 318.7430 - logcount_predictions_loss: 0.6618 318/1594 [====>.........................] - ETA: 6:24 - loss: 327.1461 - logits_profile_predictions_loss: 318.7411 - logcount_predictions_loss: 0.6618 319/1594 [=====>........................] - ETA: 6:24 - loss: 327.1438 - logits_profile_predictions_loss: 318.7391 - logcount_predictions_loss: 0.6618 320/1594 [=====>........................] - ETA: 6:24 - loss: 327.1414 - logits_profile_predictions_loss: 318.7370 - logcount_predictions_loss: 0.6618 321/1594 [=====>........................] - ETA: 6:24 - loss: 327.1390 - logits_profile_predictions_loss: 318.7348 - logcount_predictions_loss: 0.6618 322/1594 [=====>........................] - ETA: 6:23 - loss: 327.1369 - logits_profile_predictions_loss: 318.7330 - logcount_predictions_loss: 0.6617 323/1594 [=====>........................] - ETA: 6:23 - loss: 327.1345 - logits_profile_predictions_loss: 318.7309 - logcount_predictions_loss: 0.6617 324/1594 [=====>........................] - ETA: 6:23 - loss: 327.1327 - logits_profile_predictions_loss: 318.7294 - logcount_predictions_loss: 0.6617 325/1594 [=====>........................] - ETA: 6:22 - loss: 327.1310 - logits_profile_predictions_loss: 318.7279 - logcount_predictions_loss: 0.6617 326/1594 [=====>........................] - ETA: 6:22 - loss: 327.1294 - logits_profile_predictions_loss: 318.7267 - logcount_predictions_loss: 0.6616 327/1594 [=====>........................] - ETA: 6:22 - loss: 327.1277 - logits_profile_predictions_loss: 318.7253 - logcount_predictions_loss: 0.6616 328/1594 [=====>........................] - ETA: 6:21 - loss: 327.1262 - logits_profile_predictions_loss: 318.7241 - logcount_predictions_loss: 0.6616 329/1594 [=====>........................] - ETA: 6:21 - loss: 327.1246 - logits_profile_predictions_loss: 318.7227 - logcount_predictions_loss: 0.6616 330/1594 [=====>........................] - ETA: 6:21 - loss: 327.1231 - logits_profile_predictions_loss: 318.7216 - logcount_predictions_loss: 0.6615 331/1594 [=====>........................] - ETA: 6:21 - loss: 327.1219 - logits_profile_predictions_loss: 318.7207 - logcount_predictions_loss: 0.6615 332/1594 [=====>........................] - ETA: 6:20 - loss: 327.1208 - logits_profile_predictions_loss: 318.7198 - logcount_predictions_loss: 0.6615 333/1594 [=====>........................] - ETA: 6:20 - loss: 327.1197 - logits_profile_predictions_loss: 318.7190 - logcount_predictions_loss: 0.6615 334/1594 [=====>........................] - ETA: 6:20 - loss: 327.1188 - logits_profile_predictions_loss: 318.7185 - logcount_predictions_loss: 0.6615 335/1594 [=====>........................] - ETA: 6:19 - loss: 327.1180 - logits_profile_predictions_loss: 318.7179 - logcount_predictions_loss: 0.6614 336/1594 [=====>........................] - ETA: 6:19 - loss: 327.1171 - logits_profile_predictions_loss: 318.7173 - logcount_predictions_loss: 0.6614 337/1594 [=====>........................] - ETA: 6:19 - loss: 327.1162 - logits_profile_predictions_loss: 318.7167 - logcount_predictions_loss: 0.6614 338/1594 [=====>........................] - ETA: 6:18 - loss: 327.1153 - logits_profile_predictions_loss: 318.7162 - logcount_predictions_loss: 0.6614 339/1594 [=====>........................] - ETA: 6:18 - loss: 327.1145 - logits_profile_predictions_loss: 318.7157 - logcount_predictions_loss: 0.6613 340/1594 [=====>........................] - ETA: 6:18 - loss: 327.1137 - logits_profile_predictions_loss: 318.7151 - logcount_predictions_loss: 0.6613 341/1594 [=====>........................] - ETA: 6:18 - loss: 327.1131 - logits_profile_predictions_loss: 318.7148 - logcount_predictions_loss: 0.6613 342/1594 [=====>........................] - ETA: 6:17 - loss: 327.1124 - 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[============================>.] - ETA: 0s - loss: 326.1270 - logits_profile_predictions_loss: 318.0723 - logcount_predictions_loss: 0.6342 1592/1594 [============================>.] - ETA: 0s - loss: 326.1263 - logits_profile_predictions_loss: 318.0718 - logcount_predictions_loss: 0.6342 1593/1594 [============================>.] - ETA: 0s - loss: 326.1256 - logits_profile_predictions_loss: 318.0713 - logcount_predictions_loss: 0.6342 1594/1594 [==============================] - ETA: 0s - loss: 326.1249 - logits_profile_predictions_loss: 318.0707 - logcount_predictions_loss: 0.6342 1594/1594 [==============================] - 513s 322ms/step - loss: 326.1241 - logits_profile_predictions_loss: 318.0702 - logcount_predictions_loss: 0.6342 - val_loss: 355.2854 - val_logits_profile_predictions_loss: 347.8341 - val_logcount_predictions_loss: 0.5867 Epoch 00002: val_loss improved from 360.41507 to 355.28540, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 3/50 1/1594 [..............................] - ETA: 8:24 - loss: 280.2946 - logits_profile_predictions_loss: 273.4174 - logcount_predictions_loss: 0.5415 2/1594 [..............................] - ETA: 8:10 - loss: 292.1932 - logits_profile_predictions_loss: 285.0709 - logcount_predictions_loss: 0.5608 3/1594 [..............................] - ETA: 8:09 - loss: 305.0379 - logits_profile_predictions_loss: 298.0303 - logcount_predictions_loss: 0.5518 4/1594 [..............................] - ETA: 8:10 - loss: 308.1447 - logits_profile_predictions_loss: 301.2216 - logcount_predictions_loss: 0.5451 5/1594 [..............................] - ETA: 8:10 - loss: 310.5961 - logits_profile_predictions_loss: 303.6309 - logcount_predictions_loss: 0.5484 6/1594 [..............................] - ETA: 8:09 - loss: 311.7110 - logits_profile_predictions_loss: 304.8016 - 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[==>...........................] - ETA: 7:15 - loss: 322.6381 - logits_profile_predictions_loss: 315.2391 - logcount_predictions_loss: 0.5826 185/1594 [==>...........................] - ETA: 7:15 - loss: 322.6376 - logits_profile_predictions_loss: 315.2390 - logcount_predictions_loss: 0.5826 186/1594 [==>...........................] - ETA: 7:15 - loss: 322.6373 - logits_profile_predictions_loss: 315.2392 - logcount_predictions_loss: 0.5825 187/1594 [==>...........................] - ETA: 7:14 - loss: 322.6364 - logits_profile_predictions_loss: 315.2388 - logcount_predictions_loss: 0.5825 188/1594 [==>...........................] - ETA: 7:14 - loss: 322.6347 - logits_profile_predictions_loss: 315.2375 - logcount_predictions_loss: 0.5824 189/1594 [==>...........................] - ETA: 7:14 - loss: 322.6334 - logits_profile_predictions_loss: 315.2368 - logcount_predictions_loss: 0.5824 190/1594 [==>...........................] - ETA: 7:13 - loss: 322.6329 - 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[==>...........................] - ETA: 7:11 - loss: 322.6274 - logits_profile_predictions_loss: 315.2345 - logcount_predictions_loss: 0.5821 198/1594 [==>...........................] - ETA: 7:11 - loss: 322.6271 - logits_profile_predictions_loss: 315.2346 - logcount_predictions_loss: 0.5821 199/1594 [==>...........................] - ETA: 7:11 - loss: 322.6267 - logits_profile_predictions_loss: 315.2347 - logcount_predictions_loss: 0.5820 200/1594 [==>...........................] - ETA: 7:10 - loss: 322.6265 - logits_profile_predictions_loss: 315.2351 - logcount_predictions_loss: 0.5820 201/1594 [==>...........................] - ETA: 7:10 - loss: 322.6266 - logits_profile_predictions_loss: 315.2357 - logcount_predictions_loss: 0.5820 202/1594 [==>...........................] - ETA: 7:10 - loss: 322.6265 - logits_profile_predictions_loss: 315.2361 - logcount_predictions_loss: 0.5819 203/1594 [==>...........................] - ETA: 7:10 - loss: 322.6263 - 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[==>...........................] - ETA: 7:07 - loss: 322.6211 - logits_profile_predictions_loss: 315.2347 - logcount_predictions_loss: 0.5816 211/1594 [==>...........................] - ETA: 7:07 - loss: 322.6203 - logits_profile_predictions_loss: 315.2343 - logcount_predictions_loss: 0.5816 212/1594 [==>...........................] - ETA: 7:07 - loss: 322.6188 - logits_profile_predictions_loss: 315.2332 - logcount_predictions_loss: 0.5815 213/1594 [===>..........................] - ETA: 7:06 - loss: 322.6182 - logits_profile_predictions_loss: 315.2331 - logcount_predictions_loss: 0.5815 214/1594 [===>..........................] - ETA: 7:06 - loss: 322.6176 - logits_profile_predictions_loss: 315.2330 - logcount_predictions_loss: 0.5815 215/1594 [===>..........................] - ETA: 7:06 - loss: 322.6172 - logits_profile_predictions_loss: 315.2331 - logcount_predictions_loss: 0.5814 216/1594 [===>..........................] - ETA: 7:06 - loss: 322.6168 - 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[===>..........................] - ETA: 7:03 - loss: 322.6161 - logits_profile_predictions_loss: 315.2355 - logcount_predictions_loss: 0.5812 224/1594 [===>..........................] - ETA: 7:03 - loss: 322.6170 - logits_profile_predictions_loss: 315.2367 - logcount_predictions_loss: 0.5811 225/1594 [===>..........................] - ETA: 7:03 - loss: 322.6175 - logits_profile_predictions_loss: 315.2377 - logcount_predictions_loss: 0.5811 226/1594 [===>..........................] - ETA: 7:03 - loss: 322.6171 - logits_profile_predictions_loss: 315.2377 - logcount_predictions_loss: 0.5811 227/1594 [===>..........................] - ETA: 7:02 - loss: 322.6165 - logits_profile_predictions_loss: 315.2375 - logcount_predictions_loss: 0.5810 228/1594 [===>..........................] - ETA: 7:02 - loss: 322.6154 - logits_profile_predictions_loss: 315.2368 - logcount_predictions_loss: 0.5810 229/1594 [===>..........................] - ETA: 7:02 - loss: 322.6154 - 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[===>..........................] - ETA: 7:00 - loss: 322.6153 - logits_profile_predictions_loss: 315.2405 - logcount_predictions_loss: 0.5807 237/1594 [===>..........................] - ETA: 6:59 - loss: 322.6155 - logits_profile_predictions_loss: 315.2412 - logcount_predictions_loss: 0.5807 238/1594 [===>..........................] - ETA: 6:59 - loss: 322.6158 - logits_profile_predictions_loss: 315.2420 - logcount_predictions_loss: 0.5806 239/1594 [===>..........................] - ETA: 6:59 - loss: 322.6163 - logits_profile_predictions_loss: 315.2430 - logcount_predictions_loss: 0.5806 240/1594 [===>..........................] - ETA: 6:58 - loss: 322.6164 - logits_profile_predictions_loss: 315.2436 - logcount_predictions_loss: 0.5805 241/1594 [===>..........................] - ETA: 6:58 - loss: 322.6165 - logits_profile_predictions_loss: 315.2443 - logcount_predictions_loss: 0.5805 242/1594 [===>..........................] - ETA: 6:58 - loss: 322.6165 - 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[===>..........................] - ETA: 6:56 - loss: 322.6134 - logits_profile_predictions_loss: 315.2458 - logcount_predictions_loss: 0.5801 250/1594 [===>..........................] - ETA: 6:55 - loss: 322.6122 - logits_profile_predictions_loss: 315.2450 - logcount_predictions_loss: 0.5801 251/1594 [===>..........................] - ETA: 6:55 - loss: 322.6106 - logits_profile_predictions_loss: 315.2440 - logcount_predictions_loss: 0.5800 252/1594 [===>..........................] - ETA: 6:55 - loss: 322.6092 - logits_profile_predictions_loss: 315.2432 - logcount_predictions_loss: 0.5800 253/1594 [===>..........................] - ETA: 6:54 - loss: 322.6075 - logits_profile_predictions_loss: 315.2420 - logcount_predictions_loss: 0.5800 254/1594 [===>..........................] - ETA: 6:54 - loss: 322.6052 - logits_profile_predictions_loss: 315.2403 - logcount_predictions_loss: 0.5799 255/1594 [===>..........................] - ETA: 6:54 - loss: 322.6026 - logits_profile_predictions_loss: 315.2382 - logcount_predictions_loss: 0.5799 256/1594 [===>..........................] - ETA: 6:53 - loss: 322.5999 - logits_profile_predictions_loss: 315.2361 - logcount_predictions_loss: 0.5798 257/1594 [===>..........................] - ETA: 6:53 - loss: 322.5973 - logits_profile_predictions_loss: 315.2340 - logcount_predictions_loss: 0.5798 258/1594 [===>..........................] - ETA: 6:53 - loss: 322.5945 - logits_profile_predictions_loss: 315.2319 - logcount_predictions_loss: 0.5797 259/1594 [===>..........................] - ETA: 6:53 - loss: 322.5926 - logits_profile_predictions_loss: 315.2306 - logcount_predictions_loss: 0.5797 260/1594 [===>..........................] - ETA: 6:52 - loss: 322.5902 - logits_profile_predictions_loss: 315.2286 - logcount_predictions_loss: 0.5796 261/1594 [===>..........................] - ETA: 6:52 - loss: 322.5878 - logits_profile_predictions_loss: 315.2269 - logcount_predictions_loss: 0.5796 262/1594 [===>..........................] - ETA: 6:52 - loss: 322.5849 - logits_profile_predictions_loss: 315.2245 - logcount_predictions_loss: 0.5796 263/1594 [===>..........................] - ETA: 6:51 - loss: 322.5821 - logits_profile_predictions_loss: 315.2223 - logcount_predictions_loss: 0.5795 264/1594 [===>..........................] - ETA: 6:51 - loss: 322.5788 - logits_profile_predictions_loss: 315.2196 - logcount_predictions_loss: 0.5795 265/1594 [===>..........................] - ETA: 6:51 - loss: 322.5754 - logits_profile_predictions_loss: 315.2166 - logcount_predictions_loss: 0.5794 266/1594 [====>.........................] - ETA: 6:50 - loss: 322.5717 - logits_profile_predictions_loss: 315.2135 - logcount_predictions_loss: 0.5794 267/1594 [====>.........................] - ETA: 6:50 - loss: 322.5681 - logits_profile_predictions_loss: 315.2105 - logcount_predictions_loss: 0.5793 268/1594 [====>.........................] - ETA: 6:50 - loss: 322.5643 - logits_profile_predictions_loss: 315.2071 - logcount_predictions_loss: 0.5793 269/1594 [====>.........................] - ETA: 6:49 - loss: 322.5601 - logits_profile_predictions_loss: 315.2034 - logcount_predictions_loss: 0.5793 270/1594 [====>.........................] - ETA: 6:49 - loss: 322.5559 - logits_profile_predictions_loss: 315.1997 - logcount_predictions_loss: 0.5792 271/1594 [====>.........................] - ETA: 6:49 - loss: 322.5518 - logits_profile_predictions_loss: 315.1962 - logcount_predictions_loss: 0.5792 272/1594 [====>.........................] - ETA: 6:49 - loss: 322.5473 - logits_profile_predictions_loss: 315.1922 - logcount_predictions_loss: 0.5791 273/1594 [====>.........................] - ETA: 6:48 - loss: 322.5425 - logits_profile_predictions_loss: 315.1879 - logcount_predictions_loss: 0.5791 274/1594 [====>.........................] - ETA: 6:48 - loss: 322.5378 - logits_profile_predictions_loss: 315.1837 - logcount_predictions_loss: 0.5791 275/1594 [====>.........................] - ETA: 6:48 - loss: 322.5334 - logits_profile_predictions_loss: 315.1798 - logcount_predictions_loss: 0.5790 276/1594 [====>.........................] - ETA: 6:47 - loss: 322.5290 - logits_profile_predictions_loss: 315.1759 - logcount_predictions_loss: 0.5790 277/1594 [====>.........................] - ETA: 6:47 - loss: 322.5250 - logits_profile_predictions_loss: 315.1724 - logcount_predictions_loss: 0.5789 278/1594 [====>.........................] - ETA: 6:47 - loss: 322.5214 - logits_profile_predictions_loss: 315.1692 - logcount_predictions_loss: 0.5789 279/1594 [====>.........................] - ETA: 6:46 - loss: 322.5177 - logits_profile_predictions_loss: 315.1660 - logcount_predictions_loss: 0.5789 280/1594 [====>.........................] - ETA: 6:46 - loss: 322.5138 - logits_profile_predictions_loss: 315.1626 - logcount_predictions_loss: 0.5788 281/1594 [====>.........................] - ETA: 6:46 - loss: 322.5099 - logits_profile_predictions_loss: 315.1591 - logcount_predictions_loss: 0.5788 282/1594 [====>.........................] - ETA: 6:45 - loss: 322.5063 - logits_profile_predictions_loss: 315.1560 - logcount_predictions_loss: 0.5788 283/1594 [====>.........................] - ETA: 6:45 - loss: 322.5024 - logits_profile_predictions_loss: 315.1526 - logcount_predictions_loss: 0.5787 284/1594 [====>.........................] - ETA: 6:45 - loss: 322.4983 - logits_profile_predictions_loss: 315.1490 - logcount_predictions_loss: 0.5787 285/1594 [====>.........................] - ETA: 6:45 - loss: 322.4942 - logits_profile_predictions_loss: 315.1453 - logcount_predictions_loss: 0.5786 286/1594 [====>.........................] - ETA: 6:44 - loss: 322.4902 - logits_profile_predictions_loss: 315.1418 - logcount_predictions_loss: 0.5786 287/1594 [====>.........................] - ETA: 6:44 - loss: 322.4864 - logits_profile_predictions_loss: 315.1385 - logcount_predictions_loss: 0.5786 288/1594 [====>.........................] - ETA: 6:44 - loss: 322.4822 - logits_profile_predictions_loss: 315.1347 - logcount_predictions_loss: 0.5785 289/1594 [====>.........................] - ETA: 6:43 - loss: 322.4774 - logits_profile_predictions_loss: 315.1303 - logcount_predictions_loss: 0.5785 290/1594 [====>.........................] - ETA: 6:43 - loss: 322.4723 - logits_profile_predictions_loss: 315.1256 - logcount_predictions_loss: 0.5785 291/1594 [====>.........................] - ETA: 6:43 - loss: 322.4673 - logits_profile_predictions_loss: 315.1210 - logcount_predictions_loss: 0.5784 292/1594 [====>.........................] - ETA: 6:42 - loss: 322.4622 - logits_profile_predictions_loss: 315.1165 - logcount_predictions_loss: 0.5784 293/1594 [====>.........................] - ETA: 6:42 - loss: 322.4576 - logits_profile_predictions_loss: 315.1123 - logcount_predictions_loss: 0.5784 294/1594 [====>.........................] - ETA: 6:42 - loss: 322.4528 - 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logits_profile_predictions_loss: 315.0173 - logcount_predictions_loss: 0.5774 321/1594 [=====>........................] - ETA: 6:34 - loss: 322.3475 - logits_profile_predictions_loss: 315.0151 - logcount_predictions_loss: 0.5774 322/1594 [=====>........................] - ETA: 6:33 - loss: 322.3448 - logits_profile_predictions_loss: 315.0128 - logcount_predictions_loss: 0.5773 323/1594 [=====>........................] - ETA: 6:33 - loss: 322.3425 - logits_profile_predictions_loss: 315.0111 - logcount_predictions_loss: 0.5773 324/1594 [=====>........................] - ETA: 6:33 - loss: 322.3404 - logits_profile_predictions_loss: 315.0095 - logcount_predictions_loss: 0.5772 325/1594 [=====>........................] - ETA: 6:32 - loss: 322.3380 - logits_profile_predictions_loss: 315.0077 - logcount_predictions_loss: 0.5772 326/1594 [=====>........................] - ETA: 6:32 - loss: 322.3357 - logits_profile_predictions_loss: 315.0060 - logcount_predictions_loss: 0.5771 327/1594 [=====>........................] - ETA: 6:32 - loss: 322.3331 - logits_profile_predictions_loss: 315.0039 - logcount_predictions_loss: 0.5771 328/1594 [=====>........................] - ETA: 6:31 - loss: 322.3307 - logits_profile_predictions_loss: 315.0020 - logcount_predictions_loss: 0.5771 329/1594 [=====>........................] - ETA: 6:31 - loss: 322.3285 - logits_profile_predictions_loss: 315.0004 - logcount_predictions_loss: 0.5770 330/1594 [=====>........................] - ETA: 6:31 - loss: 322.3266 - logits_profile_predictions_loss: 314.9992 - logcount_predictions_loss: 0.5770 331/1594 [=====>........................] - ETA: 6:30 - loss: 322.3249 - logits_profile_predictions_loss: 314.9980 - logcount_predictions_loss: 0.5769 332/1594 [=====>........................] - ETA: 6:30 - loss: 322.3231 - logits_profile_predictions_loss: 314.9968 - logcount_predictions_loss: 0.5769 333/1594 [=====>........................] - ETA: 6:30 - loss: 322.3216 - 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[=====>........................] - ETA: 6:28 - loss: 322.3125 - logits_profile_predictions_loss: 314.9910 - logcount_predictions_loss: 0.5765 341/1594 [=====>........................] - ETA: 6:27 - loss: 322.3112 - logits_profile_predictions_loss: 314.9903 - logcount_predictions_loss: 0.5765 342/1594 [=====>........................] - ETA: 6:27 - loss: 322.3098 - logits_profile_predictions_loss: 314.9895 - logcount_predictions_loss: 0.5764 343/1594 [=====>........................] - ETA: 6:27 - loss: 322.3083 - logits_profile_predictions_loss: 314.9885 - logcount_predictions_loss: 0.5764 344/1594 [=====>........................] - ETA: 6:26 - loss: 322.3068 - logits_profile_predictions_loss: 314.9877 - logcount_predictions_loss: 0.5763 345/1594 [=====>........................] - ETA: 6:26 - loss: 322.3056 - logits_profile_predictions_loss: 314.9871 - logcount_predictions_loss: 0.5763 346/1594 [=====>........................] - ETA: 6:26 - loss: 322.3042 - 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[=====>........................] - ETA: 6:24 - loss: 322.2930 - logits_profile_predictions_loss: 314.9791 - logcount_predictions_loss: 0.5759 354/1594 [=====>........................] - ETA: 6:23 - loss: 322.2918 - logits_profile_predictions_loss: 314.9785 - logcount_predictions_loss: 0.5758 355/1594 [=====>........................] - ETA: 6:23 - loss: 322.2904 - logits_profile_predictions_loss: 314.9777 - logcount_predictions_loss: 0.5758 356/1594 [=====>........................] - ETA: 6:23 - loss: 322.2890 - logits_profile_predictions_loss: 314.9769 - logcount_predictions_loss: 0.5758 357/1594 [=====>........................] - ETA: 6:23 - loss: 322.2877 - logits_profile_predictions_loss: 314.9761 - logcount_predictions_loss: 0.5757 358/1594 [=====>........................] - ETA: 6:22 - loss: 322.2861 - logits_profile_predictions_loss: 314.9751 - logcount_predictions_loss: 0.5757 359/1594 [=====>........................] - ETA: 6:22 - loss: 322.2844 - 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[=====>........................] - ETA: 6:20 - loss: 322.2716 - logits_profile_predictions_loss: 314.9652 - logcount_predictions_loss: 0.5753 367/1594 [=====>........................] - ETA: 6:19 - loss: 322.2697 - logits_profile_predictions_loss: 314.9639 - logcount_predictions_loss: 0.5753 368/1594 [=====>........................] - ETA: 6:19 - loss: 322.2680 - logits_profile_predictions_loss: 314.9629 - logcount_predictions_loss: 0.5752 369/1594 [=====>........................] - ETA: 6:19 - loss: 322.2665 - logits_profile_predictions_loss: 314.9619 - logcount_predictions_loss: 0.5752 370/1594 [=====>........................] - ETA: 6:19 - loss: 322.2649 - logits_profile_predictions_loss: 314.9610 - logcount_predictions_loss: 0.5751 371/1594 [=====>........................] - ETA: 6:18 - loss: 322.2632 - logits_profile_predictions_loss: 314.9599 - logcount_predictions_loss: 0.5751 372/1594 [======>.......................] - ETA: 6:18 - loss: 322.2617 - 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[============================>.] - ETA: 9s - loss: 321.1473 - logits_profile_predictions_loss: 314.0017 - logcount_predictions_loss: 0.5626  1563/1594 [============================>.] - ETA: 9s - loss: 321.1468 - logits_profile_predictions_loss: 314.0013 - logcount_predictions_loss: 0.5626 1564/1594 [============================>.] - ETA: 9s - loss: 321.1462 - logits_profile_predictions_loss: 314.0008 - logcount_predictions_loss: 0.5626 1565/1594 [============================>.] - ETA: 8s - loss: 321.1457 - logits_profile_predictions_loss: 314.0004 - logcount_predictions_loss: 0.5626 1566/1594 [============================>.] - ETA: 8s - loss: 321.1452 - logits_profile_predictions_loss: 314.0000 - logcount_predictions_loss: 0.5626 1567/1594 [============================>.] - ETA: 8s - loss: 321.1447 - logits_profile_predictions_loss: 313.9995 - logcount_predictions_loss: 0.5626 1568/1594 [============================>.] - ETA: 8s - loss: 321.1442 - logits_profile_predictions_loss: 313.9991 - logcount_predictions_loss: 0.5626 1569/1594 [============================>.] - ETA: 7s - loss: 321.1437 - logits_profile_predictions_loss: 313.9987 - logcount_predictions_loss: 0.5626 1570/1594 [============================>.] - ETA: 7s - loss: 321.1432 - logits_profile_predictions_loss: 313.9983 - logcount_predictions_loss: 0.5626 1571/1594 [============================>.] - ETA: 7s - loss: 321.1427 - logits_profile_predictions_loss: 313.9979 - logcount_predictions_loss: 0.5626 1572/1594 [============================>.] - ETA: 6s - loss: 321.1422 - logits_profile_predictions_loss: 313.9975 - logcount_predictions_loss: 0.5626 1573/1594 [============================>.] - ETA: 6s - loss: 321.1417 - logits_profile_predictions_loss: 313.9971 - logcount_predictions_loss: 0.5626 1574/1594 [============================>.] - ETA: 6s - loss: 321.1412 - logits_profile_predictions_loss: 313.9967 - logcount_predictions_loss: 0.5626 1575/1594 [============================>.] - ETA: 5s - 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logits_profile_predictions_loss: 313.9912 - logcount_predictions_loss: 0.5625 1589/1594 [============================>.] - ETA: 1s - loss: 321.1340 - logits_profile_predictions_loss: 313.9908 - logcount_predictions_loss: 0.5624 1590/1594 [============================>.] - ETA: 1s - loss: 321.1335 - logits_profile_predictions_loss: 313.9903 - logcount_predictions_loss: 0.5624 1591/1594 [============================>.] - ETA: 0s - loss: 321.1330 - logits_profile_predictions_loss: 313.9899 - logcount_predictions_loss: 0.5624 1592/1594 [============================>.] - ETA: 0s - loss: 321.1325 - logits_profile_predictions_loss: 313.9895 - logcount_predictions_loss: 0.5624 1593/1594 [============================>.] - ETA: 0s - loss: 321.1320 - logits_profile_predictions_loss: 313.9891 - logcount_predictions_loss: 0.5624 1594/1594 [==============================] - ETA: 0s - loss: 321.1315 - logits_profile_predictions_loss: 313.9887 - logcount_predictions_loss: 0.5624 1594/1594 [==============================] - 518s 325ms/step - loss: 321.1310 - logits_profile_predictions_loss: 313.9883 - logcount_predictions_loss: 0.5624 - val_loss: 353.2517 - val_logits_profile_predictions_loss: 346.3358 - val_logcount_predictions_loss: 0.5446 Epoch 00003: val_loss improved from 355.28540 to 353.25174, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 4/50 1/1594 [..............................] - ETA: 8:29 - loss: 347.7192 - logits_profile_predictions_loss: 342.5390 - logcount_predictions_loss: 0.4079 2/1594 [..............................] - ETA: 8:08 - loss: 332.5630 - logits_profile_predictions_loss: 326.4964 - logcount_predictions_loss: 0.4777 3/1594 [..............................] - ETA: 8:08 - loss: 321.0759 - logits_profile_predictions_loss: 314.8773 - logcount_predictions_loss: 0.4881 4/1594 [..............................] - ETA: 8:08 - loss: 315.0159 - logits_profile_predictions_loss: 308.7286 - logcount_predictions_loss: 0.4951 5/1594 [..............................] - ETA: 8:08 - loss: 313.2101 - logits_profile_predictions_loss: 306.7771 - logcount_predictions_loss: 0.5065 6/1594 [..............................] - ETA: 8:08 - loss: 312.0047 - logits_profile_predictions_loss: 305.4553 - logcount_predictions_loss: 0.5157 7/1594 [..............................] - ETA: 8:07 - loss: 311.9272 - logits_profile_predictions_loss: 305.3240 - logcount_predictions_loss: 0.5199 8/1594 [..............................] - ETA: 8:07 - loss: 311.9361 - logits_profile_predictions_loss: 305.2891 - logcount_predictions_loss: 0.5234 9/1594 [..............................] - ETA: 8:07 - loss: 312.0552 - logits_profile_predictions_loss: 305.3542 - logcount_predictions_loss: 0.5276 10/1594 [..............................] - ETA: 8:07 - loss: 312.7130 - logits_profile_predictions_loss: 305.9809 - logcount_predictions_loss: 0.5301 11/1594 [..............................] - ETA: 8:06 - loss: 313.2367 - logits_profile_predictions_loss: 306.4922 - logcount_predictions_loss: 0.5311 12/1594 [..............................] - ETA: 8:06 - loss: 313.6283 - logits_profile_predictions_loss: 306.8800 - logcount_predictions_loss: 0.5314 13/1594 [..............................] - ETA: 8:06 - loss: 314.0013 - logits_profile_predictions_loss: 307.2398 - logcount_predictions_loss: 0.5324 14/1594 [..............................] - ETA: 8:05 - loss: 314.3039 - logits_profile_predictions_loss: 307.5236 - logcount_predictions_loss: 0.5339 15/1594 [..............................] - ETA: 8:05 - loss: 314.4832 - logits_profile_predictions_loss: 307.6832 - logcount_predictions_loss: 0.5354 16/1594 [..............................] - ETA: 8:05 - loss: 314.8426 - logits_profile_predictions_loss: 308.0285 - logcount_predictions_loss: 0.5365 17/1594 [..............................] - ETA: 8:04 - loss: 315.3230 - logits_profile_predictions_loss: 308.4963 - logcount_predictions_loss: 0.5375 18/1594 [..............................] - ETA: 8:04 - loss: 315.7765 - logits_profile_predictions_loss: 308.9421 - logcount_predictions_loss: 0.5381 19/1594 [..............................] - ETA: 8:04 - loss: 316.1804 - logits_profile_predictions_loss: 309.3432 - logcount_predictions_loss: 0.5384 20/1594 [..............................] - ETA: 8:04 - loss: 316.4886 - logits_profile_predictions_loss: 309.6399 - logcount_predictions_loss: 0.5393 21/1594 [..............................] - ETA: 8:03 - loss: 316.7205 - logits_profile_predictions_loss: 309.8615 - logcount_predictions_loss: 0.5401 22/1594 [..............................] - ETA: 8:03 - loss: 316.8768 - logits_profile_predictions_loss: 310.0114 - logcount_predictions_loss: 0.5406 23/1594 [..............................] - ETA: 8:03 - loss: 317.0070 - logits_profile_predictions_loss: 310.1356 - logcount_predictions_loss: 0.5411 24/1594 [..............................] - ETA: 8:02 - 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31/1594 [..............................] - ETA: 8:00 - loss: 317.0961 - logits_profile_predictions_loss: 310.2136 - logcount_predictions_loss: 0.5419 32/1594 [..............................] - ETA: 8:00 - loss: 317.0423 - logits_profile_predictions_loss: 310.1599 - logcount_predictions_loss: 0.5419 33/1594 [..............................] - ETA: 8:00 - loss: 317.0212 - logits_profile_predictions_loss: 310.1405 - logcount_predictions_loss: 0.5418 34/1594 [..............................] - ETA: 7:59 - loss: 317.0213 - logits_profile_predictions_loss: 310.1436 - logcount_predictions_loss: 0.5416 35/1594 [..............................] - ETA: 7:59 - loss: 317.0404 - logits_profile_predictions_loss: 310.1676 - logcount_predictions_loss: 0.5412 36/1594 [..............................] - ETA: 7:59 - loss: 317.0771 - logits_profile_predictions_loss: 310.2082 - logcount_predictions_loss: 0.5409 37/1594 [..............................] - ETA: 7:59 - loss: 317.1109 - 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[..............................] - ETA: 7:57 - loss: 317.6627 - logits_profile_predictions_loss: 310.8262 - logcount_predictions_loss: 0.5383 45/1594 [..............................] - ETA: 7:56 - loss: 317.7367 - logits_profile_predictions_loss: 310.9039 - logcount_predictions_loss: 0.5380 46/1594 [..............................] - ETA: 7:56 - loss: 317.8248 - logits_profile_predictions_loss: 310.9959 - logcount_predictions_loss: 0.5377 47/1594 [..............................] - ETA: 7:56 - loss: 317.9082 - logits_profile_predictions_loss: 311.0832 - logcount_predictions_loss: 0.5374 48/1594 [..............................] - ETA: 7:55 - loss: 317.9770 - logits_profile_predictions_loss: 311.1563 - logcount_predictions_loss: 0.5371 49/1594 [..............................] - ETA: 7:55 - loss: 318.0603 - logits_profile_predictions_loss: 311.2441 - logcount_predictions_loss: 0.5367 50/1594 [..............................] - ETA: 7:55 - loss: 318.1505 - logits_profile_predictions_loss: 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[>.............................] - ETA: 7:47 - loss: 319.4253 - logits_profile_predictions_loss: 312.7003 - logcount_predictions_loss: 0.5295 78/1594 [>.............................] - ETA: 7:46 - loss: 319.4626 - logits_profile_predictions_loss: 312.7402 - logcount_predictions_loss: 0.5293 79/1594 [>.............................] - ETA: 7:46 - loss: 319.4993 - logits_profile_predictions_loss: 312.7795 - logcount_predictions_loss: 0.5291 80/1594 [>.............................] - ETA: 7:46 - loss: 319.5403 - logits_profile_predictions_loss: 312.8228 - logcount_predictions_loss: 0.5289 81/1594 [>.............................] - ETA: 7:45 - loss: 319.5799 - logits_profile_predictions_loss: 312.8647 - logcount_predictions_loss: 0.5288 82/1594 [>.............................] - ETA: 7:45 - loss: 319.6153 - logits_profile_predictions_loss: 312.9022 - logcount_predictions_loss: 0.5286 83/1594 [>.............................] - ETA: 7:45 - loss: 319.6485 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 313.3760 - logcount_predictions_loss: 0.5254 234/1594 [===>..........................] - ETA: 6:59 - loss: 320.0470 - logits_profile_predictions_loss: 313.3742 - logcount_predictions_loss: 0.5254 235/1594 [===>..........................] - ETA: 6:59 - loss: 320.0458 - logits_profile_predictions_loss: 313.3727 - logcount_predictions_loss: 0.5254 236/1594 [===>..........................] - ETA: 6:59 - loss: 320.0449 - logits_profile_predictions_loss: 313.3715 - logcount_predictions_loss: 0.5255 237/1594 [===>..........................] - ETA: 6:58 - loss: 320.0433 - logits_profile_predictions_loss: 313.3695 - logcount_predictions_loss: 0.5255 238/1594 [===>..........................] - ETA: 6:58 - loss: 320.0423 - logits_profile_predictions_loss: 313.3683 - logcount_predictions_loss: 0.5255 239/1594 [===>..........................] - ETA: 6:58 - loss: 320.0406 - logits_profile_predictions_loss: 313.3663 - logcount_predictions_loss: 0.5255 240/1594 [===>..........................] - ETA: 6:57 - loss: 320.0386 - logits_profile_predictions_loss: 313.3640 - logcount_predictions_loss: 0.5256 241/1594 [===>..........................] - ETA: 6:57 - loss: 320.0367 - logits_profile_predictions_loss: 313.3618 - logcount_predictions_loss: 0.5256 242/1594 [===>..........................] - ETA: 6:57 - loss: 320.0347 - logits_profile_predictions_loss: 313.3595 - logcount_predictions_loss: 0.5256 243/1594 [===>..........................] - ETA: 6:57 - loss: 320.0325 - logits_profile_predictions_loss: 313.3570 - logcount_predictions_loss: 0.5256 244/1594 [===>..........................] - ETA: 6:56 - loss: 320.0311 - logits_profile_predictions_loss: 313.3554 - logcount_predictions_loss: 0.5257 245/1594 [===>..........................] - ETA: 6:56 - loss: 320.0291 - logits_profile_predictions_loss: 313.3531 - logcount_predictions_loss: 0.5257 246/1594 [===>..........................] - ETA: 6:56 - loss: 320.0268 - logits_profile_predictions_loss: 313.3506 - logcount_predictions_loss: 0.5257 247/1594 [===>..........................] - ETA: 6:55 - loss: 320.0241 - logits_profile_predictions_loss: 313.3476 - logcount_predictions_loss: 0.5257 248/1594 [===>..........................] - ETA: 6:55 - loss: 320.0220 - logits_profile_predictions_loss: 313.3453 - logcount_predictions_loss: 0.5257 249/1594 [===>..........................] - ETA: 6:55 - loss: 320.0208 - logits_profile_predictions_loss: 313.3437 - logcount_predictions_loss: 0.5258 250/1594 [===>..........................] - ETA: 6:54 - loss: 320.0184 - logits_profile_predictions_loss: 313.3410 - logcount_predictions_loss: 0.5258 251/1594 [===>..........................] - ETA: 6:54 - loss: 320.0157 - logits_profile_predictions_loss: 313.3380 - logcount_predictions_loss: 0.5258 252/1594 [===>..........................] - ETA: 6:54 - loss: 320.0126 - logits_profile_predictions_loss: 313.3346 - logcount_predictions_loss: 0.5258 253/1594 [===>..........................] - ETA: 6:54 - loss: 320.0096 - logits_profile_predictions_loss: 313.3313 - logcount_predictions_loss: 0.5259 254/1594 [===>..........................] - ETA: 6:53 - loss: 320.0074 - logits_profile_predictions_loss: 313.3288 - logcount_predictions_loss: 0.5259 255/1594 [===>..........................] - ETA: 6:53 - loss: 320.0051 - logits_profile_predictions_loss: 313.3262 - logcount_predictions_loss: 0.5259 256/1594 [===>..........................] - ETA: 6:53 - loss: 320.0029 - logits_profile_predictions_loss: 313.3238 - logcount_predictions_loss: 0.5259 257/1594 [===>..........................] - ETA: 6:52 - loss: 320.0012 - logits_profile_predictions_loss: 313.3217 - logcount_predictions_loss: 0.5260 258/1594 [===>..........................] - ETA: 6:52 - loss: 319.9988 - logits_profile_predictions_loss: 313.3189 - logcount_predictions_loss: 0.5260 259/1594 [===>..........................] - ETA: 6:52 - loss: 319.9965 - logits_profile_predictions_loss: 313.3163 - logcount_predictions_loss: 0.5260 260/1594 [===>..........................] - ETA: 6:51 - loss: 319.9944 - logits_profile_predictions_loss: 313.3139 - logcount_predictions_loss: 0.5260 261/1594 [===>..........................] - ETA: 6:51 - loss: 319.9922 - logits_profile_predictions_loss: 313.3113 - logcount_predictions_loss: 0.5261 262/1594 [===>..........................] - ETA: 6:51 - loss: 319.9901 - logits_profile_predictions_loss: 313.3089 - logcount_predictions_loss: 0.5261 263/1594 [===>..........................] - ETA: 6:50 - loss: 319.9878 - logits_profile_predictions_loss: 313.3062 - logcount_predictions_loss: 0.5261 264/1594 [===>..........................] - ETA: 6:50 - loss: 319.9857 - logits_profile_predictions_loss: 313.3038 - logcount_predictions_loss: 0.5261 265/1594 [===>..........................] - ETA: 6:50 - loss: 319.9833 - logits_profile_predictions_loss: 313.3011 - logcount_predictions_loss: 0.5262 266/1594 [====>.........................] - ETA: 6:50 - loss: 319.9807 - logits_profile_predictions_loss: 313.2982 - logcount_predictions_loss: 0.5262 267/1594 [====>.........................] - ETA: 6:49 - loss: 319.9786 - logits_profile_predictions_loss: 313.2958 - logcount_predictions_loss: 0.5262 268/1594 [====>.........................] - ETA: 6:49 - loss: 319.9763 - logits_profile_predictions_loss: 313.2932 - logcount_predictions_loss: 0.5262 269/1594 [====>.........................] - ETA: 6:49 - loss: 319.9744 - logits_profile_predictions_loss: 313.2910 - logcount_predictions_loss: 0.5263 270/1594 [====>.........................] - ETA: 6:48 - loss: 319.9723 - logits_profile_predictions_loss: 313.2887 - logcount_predictions_loss: 0.5263 271/1594 [====>.........................] - ETA: 6:48 - loss: 319.9704 - logits_profile_predictions_loss: 313.2865 - logcount_predictions_loss: 0.5263 272/1594 [====>.........................] - ETA: 6:48 - loss: 319.9684 - logits_profile_predictions_loss: 313.2843 - logcount_predictions_loss: 0.5263 273/1594 [====>.........................] - ETA: 6:47 - loss: 319.9665 - logits_profile_predictions_loss: 313.2822 - logcount_predictions_loss: 0.5263 274/1594 [====>.........................] - ETA: 6:47 - loss: 319.9646 - logits_profile_predictions_loss: 313.2802 - logcount_predictions_loss: 0.5263 275/1594 [====>.........................] - ETA: 6:47 - loss: 319.9626 - logits_profile_predictions_loss: 313.2781 - logcount_predictions_loss: 0.5264 276/1594 [====>.........................] - ETA: 6:47 - loss: 319.9612 - logits_profile_predictions_loss: 313.2765 - logcount_predictions_loss: 0.5264 277/1594 [====>.........................] - ETA: 6:46 - loss: 319.9599 - logits_profile_predictions_loss: 313.2750 - logcount_predictions_loss: 0.5264 278/1594 [====>.........................] - ETA: 6:46 - loss: 319.9590 - logits_profile_predictions_loss: 313.2739 - logcount_predictions_loss: 0.5264 279/1594 [====>.........................] - ETA: 6:46 - loss: 319.9585 - logits_profile_predictions_loss: 313.2733 - logcount_predictions_loss: 0.5264 280/1594 [====>.........................] - ETA: 6:45 - loss: 319.9580 - logits_profile_predictions_loss: 313.2727 - logcount_predictions_loss: 0.5264 281/1594 [====>.........................] - ETA: 6:45 - loss: 319.9577 - logits_profile_predictions_loss: 313.2722 - logcount_predictions_loss: 0.5264 282/1594 [====>.........................] - ETA: 6:45 - loss: 319.9574 - logits_profile_predictions_loss: 313.2717 - logcount_predictions_loss: 0.5264 283/1594 [====>.........................] - ETA: 6:44 - loss: 319.9567 - logits_profile_predictions_loss: 313.2709 - logcount_predictions_loss: 0.5265 284/1594 [====>.........................] - ETA: 6:44 - loss: 319.9558 - logits_profile_predictions_loss: 313.2698 - logcount_predictions_loss: 0.5265 285/1594 [====>.........................] - ETA: 6:44 - loss: 319.9547 - logits_profile_predictions_loss: 313.2685 - logcount_predictions_loss: 0.5265 286/1594 [====>.........................] - ETA: 6:43 - loss: 319.9534 - logits_profile_predictions_loss: 313.2670 - logcount_predictions_loss: 0.5265 287/1594 [====>.........................] - ETA: 6:43 - loss: 319.9521 - logits_profile_predictions_loss: 313.2655 - logcount_predictions_loss: 0.5265 288/1594 [====>.........................] - ETA: 6:43 - loss: 319.9509 - logits_profile_predictions_loss: 313.2642 - logcount_predictions_loss: 0.5265 289/1594 [====>.........................] - ETA: 6:43 - loss: 319.9497 - logits_profile_predictions_loss: 313.2629 - logcount_predictions_loss: 0.5265 290/1594 [====>.........................] - ETA: 6:42 - loss: 319.9484 - logits_profile_predictions_loss: 313.2614 - logcount_predictions_loss: 0.5265 291/1594 [====>.........................] - ETA: 6:42 - loss: 319.9472 - logits_profile_predictions_loss: 313.2600 - logcount_predictions_loss: 0.5266 292/1594 [====>.........................] - ETA: 6:42 - loss: 319.9460 - logits_profile_predictions_loss: 313.2588 - logcount_predictions_loss: 0.5266 293/1594 [====>.........................] - ETA: 6:41 - loss: 319.9449 - logits_profile_predictions_loss: 313.2575 - logcount_predictions_loss: 0.5266 294/1594 [====>.........................] - ETA: 6:41 - loss: 319.9436 - logits_profile_predictions_loss: 313.2560 - logcount_predictions_loss: 0.5266 295/1594 [====>.........................] - ETA: 6:41 - loss: 319.9424 - logits_profile_predictions_loss: 313.2547 - logcount_predictions_loss: 0.5266 296/1594 [====>.........................] - ETA: 6:40 - loss: 319.9411 - logits_profile_predictions_loss: 313.2533 - logcount_predictions_loss: 0.5266 297/1594 [====>.........................] - ETA: 6:40 - loss: 319.9400 - logits_profile_predictions_loss: 313.2521 - logcount_predictions_loss: 0.5266 298/1594 [====>.........................] - ETA: 6:40 - loss: 319.9388 - logits_profile_predictions_loss: 313.2508 - logcount_predictions_loss: 0.5266 299/1594 [====>.........................] - ETA: 6:39 - loss: 319.9374 - logits_profile_predictions_loss: 313.2493 - logcount_predictions_loss: 0.5266 300/1594 [====>.........................] - ETA: 6:39 - loss: 319.9359 - logits_profile_predictions_loss: 313.2477 - logcount_predictions_loss: 0.5266 301/1594 [====>.........................] - ETA: 6:39 - loss: 319.9343 - logits_profile_predictions_loss: 313.2460 - logcount_predictions_loss: 0.5266 302/1594 [====>.........................] - ETA: 6:39 - loss: 319.9326 - logits_profile_predictions_loss: 313.2442 - logcount_predictions_loss: 0.5267 303/1594 [====>.........................] - ETA: 6:38 - loss: 319.9309 - logits_profile_predictions_loss: 313.2424 - logcount_predictions_loss: 0.5267 304/1594 [====>.........................] - ETA: 6:38 - loss: 319.9289 - logits_profile_predictions_loss: 313.2403 - logcount_predictions_loss: 0.5267 305/1594 [====>.........................] - ETA: 6:38 - loss: 319.9270 - logits_profile_predictions_loss: 313.2383 - logcount_predictions_loss: 0.5267 306/1594 [====>.........................] - ETA: 6:37 - loss: 319.9253 - logits_profile_predictions_loss: 313.2365 - logcount_predictions_loss: 0.5267 307/1594 [====>.........................] - ETA: 6:37 - loss: 319.9237 - logits_profile_predictions_loss: 313.2349 - logcount_predictions_loss: 0.5267 308/1594 [====>.........................] - ETA: 6:37 - loss: 319.9223 - logits_profile_predictions_loss: 313.2334 - logcount_predictions_loss: 0.5267 309/1594 [====>.........................] - ETA: 6:36 - loss: 319.9207 - logits_profile_predictions_loss: 313.2317 - logcount_predictions_loss: 0.5267 310/1594 [====>.........................] - ETA: 6:36 - loss: 319.9191 - logits_profile_predictions_loss: 313.2300 - logcount_predictions_loss: 0.5267 311/1594 [====>.........................] - ETA: 6:36 - loss: 319.9175 - logits_profile_predictions_loss: 313.2284 - logcount_predictions_loss: 0.5267 312/1594 [====>.........................] - ETA: 6:36 - loss: 319.9158 - logits_profile_predictions_loss: 313.2266 - logcount_predictions_loss: 0.5267 313/1594 [====>.........................] - ETA: 6:35 - loss: 319.9144 - logits_profile_predictions_loss: 313.2251 - logcount_predictions_loss: 0.5267 314/1594 [====>.........................] - ETA: 6:35 - loss: 319.9128 - logits_profile_predictions_loss: 313.2234 - logcount_predictions_loss: 0.5267 315/1594 [====>.........................] - ETA: 6:35 - loss: 319.9113 - logits_profile_predictions_loss: 313.2218 - logcount_predictions_loss: 0.5267 316/1594 [====>.........................] - ETA: 6:34 - loss: 319.9098 - logits_profile_predictions_loss: 313.2202 - logcount_predictions_loss: 0.5267 317/1594 [====>.........................] - ETA: 6:34 - loss: 319.9080 - logits_profile_predictions_loss: 313.2183 - logcount_predictions_loss: 0.5268 318/1594 [====>.........................] - ETA: 6:34 - loss: 319.9058 - logits_profile_predictions_loss: 313.2161 - logcount_predictions_loss: 0.5268 319/1594 [=====>........................] - ETA: 6:33 - loss: 319.9031 - logits_profile_predictions_loss: 313.2133 - logcount_predictions_loss: 0.5268 320/1594 [=====>........................] - ETA: 6:33 - loss: 319.9006 - logits_profile_predictions_loss: 313.2107 - logcount_predictions_loss: 0.5268 321/1594 [=====>........................] - ETA: 6:33 - loss: 319.8983 - logits_profile_predictions_loss: 313.2082 - logcount_predictions_loss: 0.5268 322/1594 [=====>........................] - ETA: 6:32 - loss: 319.8956 - logits_profile_predictions_loss: 313.2055 - logcount_predictions_loss: 0.5268 323/1594 [=====>........................] - ETA: 6:32 - loss: 319.8927 - logits_profile_predictions_loss: 313.2025 - logcount_predictions_loss: 0.5268 324/1594 [=====>........................] - ETA: 6:32 - loss: 319.8898 - logits_profile_predictions_loss: 313.1994 - logcount_predictions_loss: 0.5268 325/1594 [=====>........................] - ETA: 6:32 - loss: 319.8871 - logits_profile_predictions_loss: 313.1966 - logcount_predictions_loss: 0.5268 326/1594 [=====>........................] - ETA: 6:31 - loss: 319.8844 - logits_profile_predictions_loss: 313.1937 - logcount_predictions_loss: 0.5268 327/1594 [=====>........................] - ETA: 6:31 - loss: 319.8815 - logits_profile_predictions_loss: 313.1907 - logcount_predictions_loss: 0.5268 328/1594 [=====>........................] - ETA: 6:31 - loss: 319.8784 - logits_profile_predictions_loss: 313.1875 - logcount_predictions_loss: 0.5269 329/1594 [=====>........................] - ETA: 6:30 - loss: 319.8757 - logits_profile_predictions_loss: 313.1846 - logcount_predictions_loss: 0.5269 330/1594 [=====>........................] - ETA: 6:30 - loss: 319.8729 - logits_profile_predictions_loss: 313.1816 - logcount_predictions_loss: 0.5269 331/1594 [=====>........................] - ETA: 6:30 - loss: 319.8700 - logits_profile_predictions_loss: 313.1786 - logcount_predictions_loss: 0.5269 332/1594 [=====>........................] - ETA: 6:29 - loss: 319.8670 - logits_profile_predictions_loss: 313.1754 - logcount_predictions_loss: 0.5269 333/1594 [=====>........................] - ETA: 6:29 - loss: 319.8644 - logits_profile_predictions_loss: 313.1727 - logcount_predictions_loss: 0.5269 334/1594 [=====>........................] - ETA: 6:29 - loss: 319.8618 - logits_profile_predictions_loss: 313.1699 - logcount_predictions_loss: 0.5269 335/1594 [=====>........................] - ETA: 6:28 - loss: 319.8592 - logits_profile_predictions_loss: 313.1672 - logcount_predictions_loss: 0.5269 336/1594 [=====>........................] - ETA: 6:28 - loss: 319.8566 - logits_profile_predictions_loss: 313.1644 - logcount_predictions_loss: 0.5269 337/1594 [=====>........................] - ETA: 6:28 - loss: 319.8540 - logits_profile_predictions_loss: 313.1618 - logcount_predictions_loss: 0.5270 338/1594 [=====>........................] - ETA: 6:28 - loss: 319.8512 - logits_profile_predictions_loss: 313.1589 - logcount_predictions_loss: 0.5270 339/1594 [=====>........................] - ETA: 6:27 - loss: 319.8482 - logits_profile_predictions_loss: 313.1558 - logcount_predictions_loss: 0.5270 340/1594 [=====>........................] - ETA: 6:27 - loss: 319.8455 - logits_profile_predictions_loss: 313.1530 - logcount_predictions_loss: 0.5270 341/1594 [=====>........................] - ETA: 6:27 - loss: 319.8425 - logits_profile_predictions_loss: 313.1499 - logcount_predictions_loss: 0.5270 342/1594 [=====>........................] - ETA: 6:26 - loss: 319.8393 - logits_profile_predictions_loss: 313.1466 - logcount_predictions_loss: 0.5270 343/1594 [=====>........................] - ETA: 6:26 - loss: 319.8361 - logits_profile_predictions_loss: 313.1433 - logcount_predictions_loss: 0.5270 344/1594 [=====>........................] - ETA: 6:26 - loss: 319.8330 - logits_profile_predictions_loss: 313.1401 - logcount_predictions_loss: 0.5270 345/1594 [=====>........................] - ETA: 6:25 - loss: 319.8295 - logits_profile_predictions_loss: 313.1366 - logcount_predictions_loss: 0.5270 346/1594 [=====>........................] - ETA: 6:25 - loss: 319.8259 - logits_profile_predictions_loss: 313.1329 - logcount_predictions_loss: 0.5270 347/1594 [=====>........................] - ETA: 6:25 - loss: 319.8223 - logits_profile_predictions_loss: 313.1293 - logcount_predictions_loss: 0.5270 348/1594 [=====>........................] - ETA: 6:24 - loss: 319.8186 - logits_profile_predictions_loss: 313.1255 - logcount_predictions_loss: 0.5270 349/1594 [=====>........................] - ETA: 6:24 - loss: 319.8147 - logits_profile_predictions_loss: 313.1216 - logcount_predictions_loss: 0.5270 350/1594 [=====>........................] - ETA: 6:24 - loss: 319.8111 - logits_profile_predictions_loss: 313.1178 - logcount_predictions_loss: 0.5270 351/1594 [=====>........................] - ETA: 6:24 - loss: 319.8074 - logits_profile_predictions_loss: 313.1141 - logcount_predictions_loss: 0.5270 352/1594 [=====>........................] - ETA: 6:23 - loss: 319.8040 - logits_profile_predictions_loss: 313.1106 - logcount_predictions_loss: 0.5270 353/1594 [=====>........................] - ETA: 6:23 - loss: 319.8007 - logits_profile_predictions_loss: 313.1073 - logcount_predictions_loss: 0.5270 354/1594 [=====>........................] - ETA: 6:23 - loss: 319.7974 - logits_profile_predictions_loss: 313.1040 - logcount_predictions_loss: 0.5271 355/1594 [=====>........................] - ETA: 6:22 - loss: 319.7944 - logits_profile_predictions_loss: 313.1009 - logcount_predictions_loss: 0.5271 356/1594 [=====>........................] - ETA: 6:22 - loss: 319.7913 - logits_profile_predictions_loss: 313.0977 - logcount_predictions_loss: 0.5271 357/1594 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[..............................] - ETA: 8:08 - loss: 308.1796 - logits_profile_predictions_loss: 300.8029 - logcount_predictions_loss: 0.5808 3/1594 [..............................] - ETA: 8:08 - loss: 306.3119 - logits_profile_predictions_loss: 298.8612 - logcount_predictions_loss: 0.5867 4/1594 [..............................] - ETA: 8:08 - loss: 307.7711 - logits_profile_predictions_loss: 300.2867 - logcount_predictions_loss: 0.5893 5/1594 [..............................] - ETA: 8:08 - loss: 308.6276 - logits_profile_predictions_loss: 301.2163 - logcount_predictions_loss: 0.5836 6/1594 [..............................] - ETA: 8:08 - loss: 310.1915 - logits_profile_predictions_loss: 302.8164 - logcount_predictions_loss: 0.5807 7/1594 [..............................] - ETA: 8:08 - loss: 311.6911 - logits_profile_predictions_loss: 304.3466 - logcount_predictions_loss: 0.5783 8/1594 [..............................] - ETA: 8:07 - loss: 313.2502 - logits_profile_predictions_loss: 305.9460 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[===>..........................] - ETA: 6:57 - loss: 315.6861 - logits_profile_predictions_loss: 309.0368 - logcount_predictions_loss: 0.5236 239/1594 [===>..........................] - ETA: 6:57 - loss: 315.6863 - logits_profile_predictions_loss: 309.0379 - logcount_predictions_loss: 0.5235 240/1594 [===>..........................] - ETA: 6:57 - loss: 315.6871 - logits_profile_predictions_loss: 309.0395 - logcount_predictions_loss: 0.5234 241/1594 [===>..........................] - ETA: 6:56 - loss: 315.6878 - logits_profile_predictions_loss: 309.0411 - logcount_predictions_loss: 0.5234 242/1594 [===>..........................] - ETA: 6:56 - loss: 315.6888 - logits_profile_predictions_loss: 309.0429 - logcount_predictions_loss: 0.5233 243/1594 [===>..........................] - ETA: 6:56 - loss: 315.6903 - logits_profile_predictions_loss: 309.0452 - logcount_predictions_loss: 0.5232 244/1594 [===>..........................] - ETA: 6:56 - loss: 315.6919 - 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[===>..........................] - ETA: 6:53 - loss: 315.7069 - logits_profile_predictions_loss: 309.0677 - logcount_predictions_loss: 0.5228 252/1594 [===>..........................] - ETA: 6:53 - loss: 315.7081 - logits_profile_predictions_loss: 309.0696 - logcount_predictions_loss: 0.5227 253/1594 [===>..........................] - ETA: 6:53 - loss: 315.7093 - logits_profile_predictions_loss: 309.0714 - logcount_predictions_loss: 0.5227 254/1594 [===>..........................] - ETA: 6:53 - loss: 315.7105 - logits_profile_predictions_loss: 309.0732 - logcount_predictions_loss: 0.5226 255/1594 [===>..........................] - ETA: 6:52 - loss: 315.7115 - logits_profile_predictions_loss: 309.0748 - logcount_predictions_loss: 0.5226 256/1594 [===>..........................] - ETA: 6:52 - loss: 315.7126 - logits_profile_predictions_loss: 309.0765 - logcount_predictions_loss: 0.5225 257/1594 [===>..........................] - ETA: 6:52 - loss: 315.7134 - 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[===>..........................] - ETA: 6:49 - loss: 315.7222 - logits_profile_predictions_loss: 309.0913 - logcount_predictions_loss: 0.5221 265/1594 [===>..........................] - ETA: 6:49 - loss: 315.7234 - logits_profile_predictions_loss: 309.0931 - logcount_predictions_loss: 0.5221 266/1594 [====>.........................] - ETA: 6:49 - loss: 315.7256 - logits_profile_predictions_loss: 309.0959 - logcount_predictions_loss: 0.5220 267/1594 [====>.........................] - ETA: 6:49 - loss: 315.7273 - logits_profile_predictions_loss: 309.0981 - logcount_predictions_loss: 0.5220 268/1594 [====>.........................] - ETA: 6:48 - loss: 315.7286 - logits_profile_predictions_loss: 309.1000 - logcount_predictions_loss: 0.5219 269/1594 [====>.........................] - ETA: 6:48 - loss: 315.7304 - logits_profile_predictions_loss: 309.1023 - logcount_predictions_loss: 0.5219 270/1594 [====>.........................] - ETA: 6:48 - loss: 315.7325 - logits_profile_predictions_loss: 309.1050 - logcount_predictions_loss: 0.5218 271/1594 [====>.........................] - ETA: 6:47 - loss: 315.7350 - logits_profile_predictions_loss: 309.1080 - logcount_predictions_loss: 0.5218 272/1594 [====>.........................] - ETA: 6:47 - loss: 315.7371 - logits_profile_predictions_loss: 309.1107 - logcount_predictions_loss: 0.5218 273/1594 [====>.........................] - ETA: 6:47 - loss: 315.7390 - logits_profile_predictions_loss: 309.1131 - logcount_predictions_loss: 0.5217 274/1594 [====>.........................] - ETA: 6:46 - loss: 315.7404 - logits_profile_predictions_loss: 309.1151 - logcount_predictions_loss: 0.5217 275/1594 [====>.........................] - ETA: 6:46 - loss: 315.7419 - logits_profile_predictions_loss: 309.1171 - logcount_predictions_loss: 0.5216 276/1594 [====>.........................] - ETA: 6:46 - loss: 315.7431 - logits_profile_predictions_loss: 309.1188 - logcount_predictions_loss: 0.5216 277/1594 [====>.........................] - ETA: 6:46 - loss: 315.7436 - logits_profile_predictions_loss: 309.1198 - logcount_predictions_loss: 0.5216 278/1594 [====>.........................] - ETA: 6:45 - loss: 315.7437 - logits_profile_predictions_loss: 309.1205 - logcount_predictions_loss: 0.5215 279/1594 [====>.........................] - ETA: 6:45 - loss: 315.7432 - logits_profile_predictions_loss: 309.1206 - logcount_predictions_loss: 0.5215 280/1594 [====>.........................] - ETA: 6:45 - loss: 315.7435 - logits_profile_predictions_loss: 309.1214 - logcount_predictions_loss: 0.5214 281/1594 [====>.........................] - ETA: 6:44 - loss: 315.7433 - logits_profile_predictions_loss: 309.1218 - logcount_predictions_loss: 0.5214 282/1594 [====>.........................] - ETA: 6:44 - loss: 315.7430 - logits_profile_predictions_loss: 309.1221 - logcount_predictions_loss: 0.5213 283/1594 [====>.........................] - ETA: 6:44 - loss: 315.7426 - logits_profile_predictions_loss: 309.1222 - logcount_predictions_loss: 0.5213 284/1594 [====>.........................] - ETA: 6:43 - loss: 315.7418 - logits_profile_predictions_loss: 309.1220 - logcount_predictions_loss: 0.5212 285/1594 [====>.........................] - ETA: 6:43 - loss: 315.7412 - logits_profile_predictions_loss: 309.1219 - logcount_predictions_loss: 0.5212 286/1594 [====>.........................] - ETA: 6:43 - loss: 315.7405 - logits_profile_predictions_loss: 309.1217 - logcount_predictions_loss: 0.5212 287/1594 [====>.........................] - ETA: 6:43 - loss: 315.7405 - logits_profile_predictions_loss: 309.1222 - logcount_predictions_loss: 0.5211 288/1594 [====>.........................] - ETA: 6:42 - loss: 315.7405 - logits_profile_predictions_loss: 309.1228 - logcount_predictions_loss: 0.5211 289/1594 [====>.........................] - ETA: 6:42 - loss: 315.7407 - logits_profile_predictions_loss: 309.1235 - logcount_predictions_loss: 0.5210 290/1594 [====>.........................] - ETA: 6:42 - loss: 315.7409 - logits_profile_predictions_loss: 309.1242 - logcount_predictions_loss: 0.5210 291/1594 [====>.........................] - ETA: 6:41 - loss: 315.7410 - logits_profile_predictions_loss: 309.1249 - logcount_predictions_loss: 0.5210 292/1594 [====>.........................] - ETA: 6:41 - loss: 315.7410 - logits_profile_predictions_loss: 309.1254 - logcount_predictions_loss: 0.5209 293/1594 [====>.........................] - ETA: 6:41 - loss: 315.7410 - logits_profile_predictions_loss: 309.1259 - logcount_predictions_loss: 0.5209 294/1594 [====>.........................] - ETA: 6:40 - loss: 315.7409 - logits_profile_predictions_loss: 309.1263 - logcount_predictions_loss: 0.5208 295/1594 [====>.........................] - ETA: 6:40 - loss: 315.7412 - logits_profile_predictions_loss: 309.1272 - logcount_predictions_loss: 0.5208 296/1594 [====>.........................] - ETA: 6:40 - loss: 315.7416 - 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350.63596, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 6/50 1/1594 [..............................] - ETA: 8:21 - loss: 289.0991 - logits_profile_predictions_loss: 284.2971 - logcount_predictions_loss: 0.3781 2/1594 [..............................] - ETA: 8:07 - loss: 292.4844 - logits_profile_predictions_loss: 287.5845 - logcount_predictions_loss: 0.3858 3/1594 [..............................] - ETA: 8:07 - loss: 291.0797 - logits_profile_predictions_loss: 286.0904 - logcount_predictions_loss: 0.3929 4/1594 [..............................] - ETA: 8:08 - loss: 292.4758 - logits_profile_predictions_loss: 287.4135 - logcount_predictions_loss: 0.3986 5/1594 [..............................] - ETA: 8:08 - loss: 294.3349 - logits_profile_predictions_loss: 289.1158 - logcount_predictions_loss: 0.4109 6/1594 [..............................] - ETA: 8:08 - loss: 296.1393 - logits_profile_predictions_loss: 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[..............................] - ETA: 8:00 - loss: 306.4025 - logits_profile_predictions_loss: 300.5536 - logcount_predictions_loss: 0.4605 34/1594 [..............................] - ETA: 8:00 - loss: 306.5005 - logits_profile_predictions_loss: 300.6490 - logcount_predictions_loss: 0.4607 35/1594 [..............................] - ETA: 8:00 - loss: 306.6575 - logits_profile_predictions_loss: 300.8031 - logcount_predictions_loss: 0.4610 36/1594 [..............................] - ETA: 7:59 - loss: 306.7919 - logits_profile_predictions_loss: 300.9349 - logcount_predictions_loss: 0.4612 37/1594 [..............................] - ETA: 7:59 - loss: 306.9375 - logits_profile_predictions_loss: 301.0767 - logcount_predictions_loss: 0.4615 38/1594 [..............................] - ETA: 7:59 - loss: 307.0461 - logits_profile_predictions_loss: 301.1810 - logcount_predictions_loss: 0.4618 39/1594 [..............................] - ETA: 7:59 - loss: 307.1413 - logits_profile_predictions_loss: 301.2731 - logcount_predictions_loss: 0.4621 40/1594 [..............................] - ETA: 7:58 - loss: 307.2605 - logits_profile_predictions_loss: 301.3882 - logcount_predictions_loss: 0.4624 41/1594 [..............................] - ETA: 7:58 - loss: 307.3402 - logits_profile_predictions_loss: 301.4638 - logcount_predictions_loss: 0.4627 42/1594 [..............................] - ETA: 7:58 - loss: 307.4269 - logits_profile_predictions_loss: 301.5460 - logcount_predictions_loss: 0.4631 43/1594 [..............................] - ETA: 7:58 - loss: 307.5005 - logits_profile_predictions_loss: 301.6146 - logcount_predictions_loss: 0.4635 44/1594 [..............................] - ETA: 7:57 - loss: 307.5587 - logits_profile_predictions_loss: 301.6673 - logcount_predictions_loss: 0.4639 45/1594 [..............................] - ETA: 7:57 - loss: 307.6153 - logits_profile_predictions_loss: 301.7182 - logcount_predictions_loss: 0.4643 46/1594 [..............................] - ETA: 7:57 - 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[====>.........................] - ETA: 6:37 - loss: 313.5994 - logits_profile_predictions_loss: 307.5883 - logcount_predictions_loss: 0.4733 308/1594 [====>.........................] - ETA: 6:36 - loss: 313.6080 - logits_profile_predictions_loss: 307.5968 - logcount_predictions_loss: 0.4733 309/1594 [====>.........................] - ETA: 6:36 - loss: 313.6168 - logits_profile_predictions_loss: 307.6054 - logcount_predictions_loss: 0.4733 310/1594 [====>.........................] - ETA: 6:36 - loss: 313.6253 - logits_profile_predictions_loss: 307.6138 - logcount_predictions_loss: 0.4734 311/1594 [====>.........................] - ETA: 6:36 - loss: 313.6339 - logits_profile_predictions_loss: 307.6222 - logcount_predictions_loss: 0.4734 312/1594 [====>.........................] - ETA: 6:35 - loss: 313.6429 - logits_profile_predictions_loss: 307.6311 - logcount_predictions_loss: 0.4734 313/1594 [====>.........................] - ETA: 6:35 - loss: 313.6518 - 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[=====>........................] - ETA: 6:33 - loss: 313.7087 - logits_profile_predictions_loss: 307.6954 - logcount_predictions_loss: 0.4735 321/1594 [=====>........................] - ETA: 6:33 - loss: 313.7163 - logits_profile_predictions_loss: 307.7028 - logcount_predictions_loss: 0.4735 322/1594 [=====>........................] - ETA: 6:32 - loss: 313.7237 - logits_profile_predictions_loss: 307.7099 - logcount_predictions_loss: 0.4735 323/1594 [=====>........................] - ETA: 6:32 - loss: 313.7311 - logits_profile_predictions_loss: 307.7171 - logcount_predictions_loss: 0.4736 324/1594 [=====>........................] - ETA: 6:32 - loss: 313.7389 - logits_profile_predictions_loss: 307.7247 - logcount_predictions_loss: 0.4736 325/1594 [=====>........................] - ETA: 6:31 - loss: 313.7470 - logits_profile_predictions_loss: 307.7326 - logcount_predictions_loss: 0.4736 326/1594 [=====>........................] - ETA: 6:31 - loss: 313.7548 - logits_profile_predictions_loss: 307.7402 - logcount_predictions_loss: 0.4736 327/1594 [=====>........................] - ETA: 6:31 - loss: 313.7626 - logits_profile_predictions_loss: 307.7479 - logcount_predictions_loss: 0.4736 328/1594 [=====>........................] - ETA: 6:30 - loss: 313.7706 - logits_profile_predictions_loss: 307.7556 - logcount_predictions_loss: 0.4736 329/1594 [=====>........................] - ETA: 6:30 - loss: 313.7780 - logits_profile_predictions_loss: 307.7629 - logcount_predictions_loss: 0.4736 330/1594 [=====>........................] - ETA: 6:30 - loss: 313.7853 - logits_profile_predictions_loss: 307.7700 - logcount_predictions_loss: 0.4737 331/1594 [=====>........................] - ETA: 6:29 - loss: 313.7928 - logits_profile_predictions_loss: 307.7773 - logcount_predictions_loss: 0.4737 332/1594 [=====>........................] - ETA: 6:29 - loss: 313.8000 - logits_profile_predictions_loss: 307.7842 - logcount_predictions_loss: 0.4737 333/1594 [=====>........................] - ETA: 6:29 - loss: 313.8073 - logits_profile_predictions_loss: 307.7914 - logcount_predictions_loss: 0.4737 334/1594 [=====>........................] - ETA: 6:29 - loss: 313.8146 - logits_profile_predictions_loss: 307.7985 - logcount_predictions_loss: 0.4737 335/1594 [=====>........................] - ETA: 6:28 - loss: 313.8219 - logits_profile_predictions_loss: 307.8056 - logcount_predictions_loss: 0.4737 336/1594 [=====>........................] - ETA: 6:28 - loss: 313.8292 - logits_profile_predictions_loss: 307.8127 - logcount_predictions_loss: 0.4737 337/1594 [=====>........................] - ETA: 6:28 - loss: 313.8371 - logits_profile_predictions_loss: 307.8204 - logcount_predictions_loss: 0.4738 338/1594 [=====>........................] - ETA: 6:27 - loss: 313.8446 - logits_profile_predictions_loss: 307.8277 - logcount_predictions_loss: 0.4738 339/1594 [=====>........................] - ETA: 6:27 - loss: 313.8521 - logits_profile_predictions_loss: 307.8350 - logcount_predictions_loss: 0.4738 340/1594 [=====>........................] - ETA: 6:27 - loss: 313.8596 - logits_profile_predictions_loss: 307.8423 - logcount_predictions_loss: 0.4738 341/1594 [=====>........................] - ETA: 6:26 - loss: 313.8671 - logits_profile_predictions_loss: 307.8495 - logcount_predictions_loss: 0.4738 342/1594 [=====>........................] - ETA: 6:26 - loss: 313.8744 - logits_profile_predictions_loss: 307.8567 - logcount_predictions_loss: 0.4738 343/1594 [=====>........................] - ETA: 6:26 - loss: 313.8825 - logits_profile_predictions_loss: 307.8645 - logcount_predictions_loss: 0.4739 344/1594 [=====>........................] - ETA: 6:26 - loss: 313.8903 - logits_profile_predictions_loss: 307.8720 - logcount_predictions_loss: 0.4739 345/1594 [=====>........................] - ETA: 6:25 - loss: 313.8982 - logits_profile_predictions_loss: 307.8797 - logcount_predictions_loss: 0.4739 346/1594 [=====>........................] - ETA: 6:25 - loss: 313.9058 - logits_profile_predictions_loss: 307.8871 - logcount_predictions_loss: 0.4739 347/1594 [=====>........................] - ETA: 6:25 - loss: 313.9135 - logits_profile_predictions_loss: 307.8945 - logcount_predictions_loss: 0.4739 348/1594 [=====>........................] - ETA: 6:24 - loss: 313.9209 - logits_profile_predictions_loss: 307.9017 - logcount_predictions_loss: 0.4740 349/1594 [=====>........................] - ETA: 6:24 - loss: 313.9282 - logits_profile_predictions_loss: 307.9088 - logcount_predictions_loss: 0.4740 350/1594 [=====>........................] - ETA: 6:24 - loss: 313.9359 - logits_profile_predictions_loss: 307.9161 - logcount_predictions_loss: 0.4740 351/1594 [=====>........................] - ETA: 6:23 - loss: 313.9432 - logits_profile_predictions_loss: 307.9232 - logcount_predictions_loss: 0.4740 352/1594 [=====>........................] - ETA: 6:23 - loss: 313.9504 - 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[=====>........................] - ETA: 6:21 - loss: 313.9962 - logits_profile_predictions_loss: 307.9743 - logcount_predictions_loss: 0.4742 360/1594 [=====>........................] - ETA: 6:21 - loss: 314.0021 - logits_profile_predictions_loss: 307.9800 - logcount_predictions_loss: 0.4742 361/1594 [=====>........................] - ETA: 6:20 - loss: 314.0077 - logits_profile_predictions_loss: 307.9853 - logcount_predictions_loss: 0.4742 362/1594 [=====>........................] - ETA: 6:20 - loss: 314.0131 - logits_profile_predictions_loss: 307.9904 - logcount_predictions_loss: 0.4742 363/1594 [=====>........................] - ETA: 6:20 - loss: 314.0181 - logits_profile_predictions_loss: 307.9952 - logcount_predictions_loss: 0.4742 364/1594 [=====>........................] - ETA: 6:19 - loss: 314.0229 - logits_profile_predictions_loss: 307.9998 - logcount_predictions_loss: 0.4743 365/1594 [=====>........................] - ETA: 6:19 - loss: 314.0281 - 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[================>.............] - ETA: 3:21 - loss: 315.0131 - logits_profile_predictions_loss: 308.9685 - logcount_predictions_loss: 0.4760 945/1594 [================>.............] - ETA: 3:20 - loss: 315.0133 - logits_profile_predictions_loss: 308.9686 - logcount_predictions_loss: 0.4760 946/1594 [================>.............] - ETA: 3:20 - loss: 315.0135 - logits_profile_predictions_loss: 308.9688 - logcount_predictions_loss: 0.4760 947/1594 [================>.............] - ETA: 3:20 - loss: 315.0136 - logits_profile_predictions_loss: 308.9690 - logcount_predictions_loss: 0.4760 948/1594 [================>.............] - ETA: 3:19 - loss: 315.0138 - logits_profile_predictions_loss: 308.9691 - logcount_predictions_loss: 0.4760 949/1594 [================>.............] - ETA: 3:19 - loss: 315.0140 - logits_profile_predictions_loss: 308.9693 - logcount_predictions_loss: 0.4760 950/1594 [================>.............] - ETA: 3:19 - loss: 315.0141 - logits_profile_predictions_loss: 308.9694 - logcount_predictions_loss: 0.4760 951/1594 [================>.............] - ETA: 3:18 - loss: 315.0143 - logits_profile_predictions_loss: 308.9695 - logcount_predictions_loss: 0.4760 952/1594 [================>.............] - ETA: 3:18 - loss: 315.0144 - logits_profile_predictions_loss: 308.9697 - logcount_predictions_loss: 0.4760 953/1594 [================>.............] - ETA: 3:18 - loss: 315.0145 - logits_profile_predictions_loss: 308.9698 - logcount_predictions_loss: 0.4760 954/1594 [================>.............] - ETA: 3:17 - loss: 315.0146 - logits_profile_predictions_loss: 308.9699 - logcount_predictions_loss: 0.4760 955/1594 [================>.............] - ETA: 3:17 - loss: 315.0147 - logits_profile_predictions_loss: 308.9699 - logcount_predictions_loss: 0.4760 956/1594 [================>.............] - ETA: 3:17 - loss: 315.0148 - logits_profile_predictions_loss: 308.9700 - logcount_predictions_loss: 0.4760 957/1594 [=================>............] - ETA: 3:17 - loss: 315.0150 - logits_profile_predictions_loss: 308.9702 - logcount_predictions_loss: 0.4760 958/1594 [=================>............] - ETA: 3:16 - loss: 315.0151 - logits_profile_predictions_loss: 308.9703 - logcount_predictions_loss: 0.4760 959/1594 [=================>............] - ETA: 3:16 - loss: 315.0154 - logits_profile_predictions_loss: 308.9705 - logcount_predictions_loss: 0.4760 960/1594 [=================>............] - ETA: 3:16 - loss: 315.0155 - logits_profile_predictions_loss: 308.9707 - logcount_predictions_loss: 0.4760 961/1594 [=================>............] - ETA: 3:15 - loss: 315.0157 - logits_profile_predictions_loss: 308.9708 - logcount_predictions_loss: 0.4760 962/1594 [=================>............] - ETA: 3:15 - loss: 315.0158 - logits_profile_predictions_loss: 308.9709 - logcount_predictions_loss: 0.4760 963/1594 [=================>............] - ETA: 3:15 - loss: 315.0160 - logits_profile_predictions_loss: 308.9711 - logcount_predictions_loss: 0.4760 964/1594 [=================>............] - ETA: 3:14 - loss: 315.0162 - logits_profile_predictions_loss: 308.9713 - logcount_predictions_loss: 0.4760 965/1594 [=================>............] - ETA: 3:14 - loss: 315.0165 - logits_profile_predictions_loss: 308.9715 - logcount_predictions_loss: 0.4760 966/1594 [=================>............] - ETA: 3:14 - loss: 315.0167 - logits_profile_predictions_loss: 308.9718 - logcount_predictions_loss: 0.4760 967/1594 [=================>............] - ETA: 3:13 - loss: 315.0170 - logits_profile_predictions_loss: 308.9720 - logcount_predictions_loss: 0.4760 968/1594 [=================>............] - ETA: 3:13 - loss: 315.0172 - logits_profile_predictions_loss: 308.9722 - logcount_predictions_loss: 0.4760 969/1594 [=================>............] - ETA: 3:13 - loss: 315.0174 - logits_profile_predictions_loss: 308.9724 - logcount_predictions_loss: 0.4760 970/1594 [=================>............] - ETA: 3:13 - loss: 315.0177 - logits_profile_predictions_loss: 308.9726 - logcount_predictions_loss: 0.4760 971/1594 [=================>............] - ETA: 3:12 - loss: 315.0179 - logits_profile_predictions_loss: 308.9728 - logcount_predictions_loss: 0.4760 972/1594 [=================>............] - ETA: 3:12 - loss: 315.0181 - logits_profile_predictions_loss: 308.9730 - logcount_predictions_loss: 0.4760 973/1594 [=================>............] - ETA: 3:12 - loss: 315.0183 - logits_profile_predictions_loss: 308.9732 - logcount_predictions_loss: 0.4760 974/1594 [=================>............] - ETA: 3:11 - loss: 315.0186 - logits_profile_predictions_loss: 308.9735 - logcount_predictions_loss: 0.4760 975/1594 [=================>............] - ETA: 3:11 - loss: 315.0188 - logits_profile_predictions_loss: 308.9737 - logcount_predictions_loss: 0.4760 976/1594 [=================>............] - ETA: 3:11 - loss: 315.0191 - logits_profile_predictions_loss: 308.9740 - logcount_predictions_loss: 0.4760 977/1594 [=================>............] - ETA: 3:10 - loss: 315.0193 - logits_profile_predictions_loss: 308.9742 - logcount_predictions_loss: 0.4760 978/1594 [=================>............] - ETA: 3:10 - loss: 315.0196 - logits_profile_predictions_loss: 308.9744 - logcount_predictions_loss: 0.4760 979/1594 [=================>............] - ETA: 3:10 - loss: 315.0199 - logits_profile_predictions_loss: 308.9747 - logcount_predictions_loss: 0.4760 980/1594 [=================>............] - ETA: 3:09 - loss: 315.0201 - logits_profile_predictions_loss: 308.9749 - logcount_predictions_loss: 0.4760 981/1594 [=================>............] - ETA: 3:09 - loss: 315.0204 - logits_profile_predictions_loss: 308.9751 - logcount_predictions_loss: 0.4760 982/1594 [=================>............] - ETA: 3:09 - loss: 315.0206 - logits_profile_predictions_loss: 308.9754 - logcount_predictions_loss: 0.4760 983/1594 [=================>............] - ETA: 3:08 - loss: 315.0208 - logits_profile_predictions_loss: 308.9756 - logcount_predictions_loss: 0.4760 984/1594 [=================>............] - ETA: 3:08 - loss: 315.0211 - logits_profile_predictions_loss: 308.9758 - logcount_predictions_loss: 0.4760 985/1594 [=================>............] - ETA: 3:08 - loss: 315.0213 - logits_profile_predictions_loss: 308.9760 - logcount_predictions_loss: 0.4760 986/1594 [=================>............] - ETA: 3:08 - loss: 315.0215 - logits_profile_predictions_loss: 308.9762 - logcount_predictions_loss: 0.4760 987/1594 [=================>............] - ETA: 3:07 - loss: 315.0217 - logits_profile_predictions_loss: 308.9764 - logcount_predictions_loss: 0.4760 988/1594 [=================>............] - ETA: 3:07 - loss: 315.0219 - logits_profile_predictions_loss: 308.9766 - logcount_predictions_loss: 0.4760 989/1594 [=================>............] - ETA: 3:07 - loss: 315.0221 - logits_profile_predictions_loss: 308.9768 - logcount_predictions_loss: 0.4760 990/1594 [=================>............] - ETA: 3:06 - loss: 315.0223 - logits_profile_predictions_loss: 308.9770 - logcount_predictions_loss: 0.4760 991/1594 [=================>............] - ETA: 3:06 - loss: 315.0226 - logits_profile_predictions_loss: 308.9772 - logcount_predictions_loss: 0.4760 992/1594 [=================>............] - ETA: 3:06 - loss: 315.0228 - logits_profile_predictions_loss: 308.9774 - logcount_predictions_loss: 0.4760 993/1594 [=================>............] - ETA: 3:05 - loss: 315.0231 - logits_profile_predictions_loss: 308.9776 - logcount_predictions_loss: 0.4760 994/1594 [=================>............] - ETA: 3:05 - loss: 315.0233 - logits_profile_predictions_loss: 308.9779 - logcount_predictions_loss: 0.4760 995/1594 [=================>............] - ETA: 3:05 - loss: 315.0236 - logits_profile_predictions_loss: 308.9781 - logcount_predictions_loss: 0.4760 996/1594 [=================>............] - ETA: 3:04 - loss: 315.0238 - logits_profile_predictions_loss: 308.9783 - logcount_predictions_loss: 0.4760 997/1594 [=================>............] - ETA: 3:04 - loss: 315.0241 - logits_profile_predictions_loss: 308.9786 - logcount_predictions_loss: 0.4760 998/1594 [=================>............] - ETA: 3:04 - loss: 315.0244 - logits_profile_predictions_loss: 308.9789 - logcount_predictions_loss: 0.4760 999/1594 [=================>............] - ETA: 3:04 - loss: 315.0247 - logits_profile_predictions_loss: 308.9791 - logcount_predictions_loss: 0.4760 1000/1594 [=================>............] - ETA: 3:03 - loss: 315.0250 - logits_profile_predictions_loss: 308.9794 - logcount_predictions_loss: 0.4760 1001/1594 [=================>............] - ETA: 3:03 - loss: 315.0252 - logits_profile_predictions_loss: 308.9796 - logcount_predictions_loss: 0.4760 1002/1594 [=================>............] - ETA: 3:03 - loss: 315.0255 - logits_profile_predictions_loss: 308.9798 - logcount_predictions_loss: 0.4760 1003/1594 [=================>............] - ETA: 3:02 - loss: 315.0257 - logits_profile_predictions_loss: 308.9800 - logcount_predictions_loss: 0.4760 1004/1594 [=================>............] - ETA: 3:02 - loss: 315.0259 - logits_profile_predictions_loss: 308.9802 - logcount_predictions_loss: 0.4760 1005/1594 [=================>............] - ETA: 3:02 - loss: 315.0262 - logits_profile_predictions_loss: 308.9805 - logcount_predictions_loss: 0.4760 1006/1594 [=================>............] - ETA: 3:01 - loss: 315.0265 - logits_profile_predictions_loss: 308.9808 - logcount_predictions_loss: 0.4760 1007/1594 [=================>............] - ETA: 3:01 - loss: 315.0268 - logits_profile_predictions_loss: 308.9810 - logcount_predictions_loss: 0.4760 1008/1594 [=================>............] - ETA: 3:01 - loss: 315.0271 - logits_profile_predictions_loss: 308.9813 - logcount_predictions_loss: 0.4761 1009/1594 [=================>............] - ETA: 3:00 - loss: 315.0274 - logits_profile_predictions_loss: 308.9815 - logcount_predictions_loss: 0.4761 1010/1594 [==================>...........] - ETA: 3:00 - loss: 315.0276 - logits_profile_predictions_loss: 308.9817 - logcount_predictions_loss: 0.4761 1011/1594 [==================>...........] - ETA: 3:00 - loss: 315.0279 - logits_profile_predictions_loss: 308.9820 - logcount_predictions_loss: 0.4761 1012/1594 [==================>...........] - ETA: 3:00 - loss: 315.0281 - logits_profile_predictions_loss: 308.9822 - logcount_predictions_loss: 0.4761 1013/1594 [==================>...........] - ETA: 2:59 - loss: 315.0284 - logits_profile_predictions_loss: 308.9824 - logcount_predictions_loss: 0.4761 1014/1594 [==================>...........] - ETA: 2:59 - loss: 315.0286 - logits_profile_predictions_loss: 308.9826 - logcount_predictions_loss: 0.4761 1015/1594 [==================>...........] - ETA: 2:59 - loss: 315.0288 - logits_profile_predictions_loss: 308.9828 - logcount_predictions_loss: 0.4761 1016/1594 [==================>...........] - ETA: 2:58 - loss: 315.0289 - logits_profile_predictions_loss: 308.9829 - logcount_predictions_loss: 0.4761 1017/1594 [==================>...........] - ETA: 2:58 - loss: 315.0291 - logits_profile_predictions_loss: 308.9830 - logcount_predictions_loss: 0.4761 1018/1594 [==================>...........] - ETA: 2:58 - loss: 315.0292 - logits_profile_predictions_loss: 308.9831 - logcount_predictions_loss: 0.4761 1019/1594 [==================>...........] - ETA: 2:57 - loss: 315.0293 - logits_profile_predictions_loss: 308.9832 - logcount_predictions_loss: 0.4761 1020/1594 [==================>...........] - ETA: 2:57 - loss: 315.0295 - logits_profile_predictions_loss: 308.9833 - logcount_predictions_loss: 0.4761 1021/1594 [==================>...........] - ETA: 2:57 - loss: 315.0296 - logits_profile_predictions_loss: 308.9834 - logcount_predictions_loss: 0.4761 1022/1594 [==================>...........] - ETA: 2:56 - loss: 315.0297 - logits_profile_predictions_loss: 308.9835 - logcount_predictions_loss: 0.4761 1023/1594 [==================>...........] - ETA: 2:56 - loss: 315.0298 - logits_profile_predictions_loss: 308.9836 - logcount_predictions_loss: 0.4761 1024/1594 [==================>...........] - ETA: 2:56 - loss: 315.0300 - logits_profile_predictions_loss: 308.9837 - logcount_predictions_loss: 0.4761 1025/1594 [==================>...........] - ETA: 2:55 - loss: 315.0301 - logits_profile_predictions_loss: 308.9838 - logcount_predictions_loss: 0.4761 1026/1594 [==================>...........] - ETA: 2:55 - loss: 315.0302 - logits_profile_predictions_loss: 308.9839 - logcount_predictions_loss: 0.4761 1027/1594 [==================>...........] - ETA: 2:55 - loss: 315.0304 - logits_profile_predictions_loss: 308.9839 - logcount_predictions_loss: 0.4761 1028/1594 [==================>...........] - ETA: 2:55 - loss: 315.0305 - logits_profile_predictions_loss: 308.9841 - logcount_predictions_loss: 0.4761 1029/1594 [==================>...........] - ETA: 2:54 - loss: 315.0307 - logits_profile_predictions_loss: 308.9842 - logcount_predictions_loss: 0.4761 1030/1594 [==================>...........] - ETA: 2:54 - loss: 315.0309 - logits_profile_predictions_loss: 308.9844 - logcount_predictions_loss: 0.4761 1031/1594 [==================>...........] - ETA: 2:54 - loss: 315.0311 - logits_profile_predictions_loss: 308.9845 - logcount_predictions_loss: 0.4761 1032/1594 [==================>...........] - ETA: 2:53 - loss: 315.0313 - logits_profile_predictions_loss: 308.9847 - logcount_predictions_loss: 0.4761 1033/1594 [==================>...........] - ETA: 2:53 - loss: 315.0315 - logits_profile_predictions_loss: 308.9848 - logcount_predictions_loss: 0.4761 1034/1594 [==================>...........] - ETA: 2:53 - loss: 315.0317 - logits_profile_predictions_loss: 308.9850 - logcount_predictions_loss: 0.4761 1035/1594 [==================>...........] - ETA: 2:52 - loss: 315.0319 - logits_profile_predictions_loss: 308.9852 - logcount_predictions_loss: 0.47612022-09-21_10-13-23: 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//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//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/ENCSR608KJD//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: 105243 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 105243 Number of peaks input: 26727 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 26727 Number of non peaks input: 105619 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 105619 Number of non peaks input: 26350 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 26350 Number of peaks after removing outliers: 104084 Number of nonpeaks after removing outliers: 92678 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 1/2897 [..............................] - ETA: 21:09:22 10/2897 [..............................] - ETA: 17s  19/2897 [..............................] - ETA: 17s 28/2897 [..............................] - ETA: 17s 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ETA: 0s 2875/2897 [============================>.] - ETA: 0s 2884/2897 [============================>.] - ETA: 0s 2893/2897 [============================>.] - ETA: 0s 2897/2897 [==============================] - ETA: 0s 2897/2897 [==============================] - 59s 11ms/step 2022-09-21_10-17-24: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//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': '12.7', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//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:(92715, 10) loading nonpeaks... got split:train for bed regions:(83119, 10) loading peaks... got split:valid for bed regions:(11369, 10) loading nonpeaks... got split:valid for bed regions:(9559, 10) Epoch 1/50 1/1594 [..............................] - ETA: 53:21:55 - loss: 439.9066 - logits_profile_predictions_loss: 385.4128 - logcount_predictions_loss: 4.2909 2/1594 [..............................] - ETA: 8:21 - loss: 468.8713 - logits_profile_predictions_loss: 383.7868 - logcount_predictions_loss: 6.6996  3/1594 [..............................] - ETA: 8:17 - loss: 466.1412 - logits_profile_predictions_loss: 378.5009 - logcount_predictions_loss: 6.9008 4/1594 [..............................] - ETA: 8:15 - loss: 458.3366 - logits_profile_predictions_loss: 372.5674 - logcount_predictions_loss: 6.7535 5/1594 [..............................] - ETA: 8:14 - loss: 449.5245 - logits_profile_predictions_loss: 366.5539 - logcount_predictions_loss: 6.5331 6/1594 [..............................] - ETA: 8:13 - loss: 442.6511 - logits_profile_predictions_loss: 362.2772 - logcount_predictions_loss: 6.3286 7/1594 [..............................] - ETA: 8:13 - loss: 435.5624 - logits_profile_predictions_loss: 357.7437 - logcount_predictions_loss: 6.1275 8/1594 [..............................] - ETA: 8:12 - loss: 430.3059 - logits_profile_predictions_loss: 354.5885 - logcount_predictions_loss: 5.9620 9/1594 [..............................] - ETA: 8:12 - loss: 426.6748 - logits_profile_predictions_loss: 352.6924 - logcount_predictions_loss: 5.8254 10/1594 [..............................] - ETA: 8:11 - loss: 423.9811 - logits_profile_predictions_loss: 351.4807 - logcount_predictions_loss: 5.7087 11/1594 [..............................] - ETA: 8:11 - loss: 421.5677 - logits_profile_predictions_loss: 350.3842 - logcount_predictions_loss: 5.6050 12/1594 [..............................] - ETA: 8:10 - loss: 419.6758 - logits_profile_predictions_loss: 349.6310 - logcount_predictions_loss: 5.5153 13/1594 [..............................] - ETA: 8:10 - loss: 419.4925 - logits_profile_predictions_loss: 350.4290 - logcount_predictions_loss: 5.4381 14/1594 [..............................] - ETA: 8:10 - loss: 419.7513 - logits_profile_predictions_loss: 351.5408 - logcount_predictions_loss: 5.3709 15/1594 [..............................] - ETA: 8:09 - loss: 420.2015 - logits_profile_predictions_loss: 352.7296 - logcount_predictions_loss: 5.3127 16/1594 [..............................] - ETA: 8:09 - loss: 420.6804 - logits_profile_predictions_loss: 353.8681 - logcount_predictions_loss: 5.2608 17/1594 [..............................] - ETA: 8:09 - loss: 421.1001 - logits_profile_predictions_loss: 354.8864 - logcount_predictions_loss: 5.2137 18/1594 [..............................] - ETA: 8:08 - loss: 421.3459 - logits_profile_predictions_loss: 355.6989 - logcount_predictions_loss: 5.1691 19/1594 [..............................] - ETA: 8:08 - loss: 421.5199 - logits_profile_predictions_loss: 356.3950 - logcount_predictions_loss: 5.1279 20/1594 [..............................] - ETA: 8:08 - loss: 421.4959 - logits_profile_predictions_loss: 356.8692 - logcount_predictions_loss: 5.0887 21/1594 [..............................] - ETA: 8:08 - loss: 421.3647 - logits_profile_predictions_loss: 357.2110 - logcount_predictions_loss: 5.0515 22/1594 [..............................] - ETA: 8:07 - loss: 421.2630 - logits_profile_predictions_loss: 357.5420 - logcount_predictions_loss: 5.0174 23/1594 [..............................] - ETA: 8:07 - loss: 421.2252 - logits_profile_predictions_loss: 357.8928 - logcount_predictions_loss: 4.9868 24/1594 [..............................] - ETA: 8:07 - loss: 421.2141 - logits_profile_predictions_loss: 358.2356 - logcount_predictions_loss: 4.9589 25/1594 [..............................] - ETA: 8:06 - loss: 421.1622 - logits_profile_predictions_loss: 358.5128 - logcount_predictions_loss: 4.9330 26/1594 [..............................] - ETA: 8:06 - loss: 421.1333 - logits_profile_predictions_loss: 358.7888 - logcount_predictions_loss: 4.9090 27/1594 [..............................] - ETA: 8:06 - loss: 421.0894 - logits_profile_predictions_loss: 359.0336 - logcount_predictions_loss: 4.8863 28/1594 [..............................] - ETA: 8:05 - loss: 421.0390 - logits_profile_predictions_loss: 359.2553 - logcount_predictions_loss: 4.8649 29/1594 [..............................] - ETA: 8:05 - loss: 420.9385 - logits_profile_predictions_loss: 359.4210 - logcount_predictions_loss: 4.8439 30/1594 [..............................] - ETA: 8:05 - loss: 420.8424 - logits_profile_predictions_loss: 359.5731 - logcount_predictions_loss: 4.8244 31/1594 [..............................] - ETA: 8:04 - loss: 420.7290 - logits_profile_predictions_loss: 359.6945 - logcount_predictions_loss: 4.8059 32/1594 [..............................] - ETA: 8:04 - loss: 420.6183 - logits_profile_predictions_loss: 359.8032 - logcount_predictions_loss: 4.7886 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logits_profile_predictions_loss: 335.2158 - logcount_predictions_loss: 3.9172 1594/1594 [==============================] - 855s 461ms/step - loss: 384.9545 - logits_profile_predictions_loss: 335.2109 - logcount_predictions_loss: 3.9168 - val_loss: 361.0094 - val_logits_profile_predictions_loss: 352.4620 - val_logcount_predictions_loss: 0.6730 Epoch 00001: val_loss improved from inf to 361.00943, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 2/50 1/1594 [..............................] - ETA: 8:23 - loss: 292.4180 - logits_profile_predictions_loss: 285.5274 - logcount_predictions_loss: 0.5426 2/1594 [..............................] - ETA: 8:10 - loss: 297.4685 - logits_profile_predictions_loss: 290.5418 - logcount_predictions_loss: 0.5454 3/1594 [..............................] - ETA: 8:10 - loss: 305.7197 - logits_profile_predictions_loss: 298.2880 - logcount_predictions_loss: 0.5852 4/1594 [..............................] - ETA: 8:10 - loss: 306.0947 - logits_profile_predictions_loss: 298.2235 - logcount_predictions_loss: 0.6198 5/1594 [..............................] - ETA: 8:10 - loss: 306.9722 - logits_profile_predictions_loss: 298.8597 - logcount_predictions_loss: 0.6388 6/1594 [..............................] - ETA: 8:10 - loss: 310.3444 - logits_profile_predictions_loss: 302.1167 - logcount_predictions_loss: 0.6479 7/1594 [..............................] - ETA: 8:10 - loss: 313.4222 - logits_profile_predictions_loss: 305.1527 - logcount_predictions_loss: 0.6511 8/1594 [..............................] - ETA: 8:10 - loss: 315.1255 - logits_profile_predictions_loss: 306.7911 - logcount_predictions_loss: 0.6563 9/1594 [..............................] - ETA: 8:09 - loss: 316.1887 - logits_profile_predictions_loss: 307.8264 - logcount_predictions_loss: 0.6585 10/1594 [..............................] - ETA: 8:09 - loss: 317.0935 - logits_profile_predictions_loss: 308.7103 - logcount_predictions_loss: 0.6601 11/1594 [..............................] - ETA: 8:09 - loss: 317.9749 - logits_profile_predictions_loss: 309.5627 - logcount_predictions_loss: 0.6624 12/1594 [..............................] - ETA: 8:09 - loss: 318.9622 - logits_profile_predictions_loss: 310.5221 - logcount_predictions_loss: 0.6646 13/1594 [..............................] - ETA: 8:08 - loss: 319.4769 - logits_profile_predictions_loss: 311.0057 - logcount_predictions_loss: 0.6670 14/1594 [..............................] - ETA: 8:08 - loss: 320.0176 - logits_profile_predictions_loss: 311.5388 - logcount_predictions_loss: 0.6676 15/1594 [..............................] - ETA: 8:08 - loss: 320.4655 - logits_profile_predictions_loss: 311.9795 - logcount_predictions_loss: 0.6682 16/1594 [..............................] - ETA: 8:08 - loss: 320.7499 - logits_profile_predictions_loss: 312.2618 - logcount_predictions_loss: 0.6684 17/1594 [..............................] - ETA: 8:07 - loss: 321.0385 - logits_profile_predictions_loss: 312.5427 - logcount_predictions_loss: 0.6690 18/1594 [..............................] - ETA: 8:07 - loss: 321.4059 - logits_profile_predictions_loss: 312.8948 - logcount_predictions_loss: 0.6702 19/1594 [..............................] - ETA: 8:07 - loss: 321.7158 - logits_profile_predictions_loss: 313.1880 - logcount_predictions_loss: 0.6715 20/1594 [..............................] - ETA: 8:07 - loss: 322.1329 - logits_profile_predictions_loss: 313.5815 - logcount_predictions_loss: 0.6733 21/1594 [..............................] - ETA: 8:06 - loss: 322.5471 - logits_profile_predictions_loss: 313.9796 - logcount_predictions_loss: 0.6746 22/1594 [..............................] - ETA: 8:06 - loss: 322.9106 - logits_profile_predictions_loss: 314.3252 - logcount_predictions_loss: 0.6760 23/1594 [..............................] - ETA: 8:06 - loss: 323.1836 - logits_profile_predictions_loss: 314.5811 - logcount_predictions_loss: 0.6774 24/1594 [..............................] - ETA: 8:06 - loss: 323.4738 - logits_profile_predictions_loss: 314.8543 - logcount_predictions_loss: 0.6787 25/1594 [..............................] - ETA: 8:05 - loss: 323.7032 - logits_profile_predictions_loss: 315.0660 - logcount_predictions_loss: 0.6801 26/1594 [..............................] - ETA: 8:05 - loss: 323.9822 - logits_profile_predictions_loss: 315.3266 - logcount_predictions_loss: 0.6815 27/1594 [..............................] - ETA: 8:05 - loss: 324.1731 - logits_profile_predictions_loss: 315.4998 - logcount_predictions_loss: 0.6829 28/1594 [..............................] - ETA: 8:05 - loss: 324.3404 - logits_profile_predictions_loss: 315.6525 - logcount_predictions_loss: 0.6841 29/1594 [..............................] - ETA: 8:04 - loss: 324.5094 - logits_profile_predictions_loss: 315.8055 - logcount_predictions_loss: 0.6854 30/1594 [..............................] - ETA: 8:04 - loss: 324.6858 - logits_profile_predictions_loss: 315.9698 - logcount_predictions_loss: 0.6863 31/1594 [..............................] - ETA: 8:04 - loss: 324.8663 - logits_profile_predictions_loss: 316.1416 - logcount_predictions_loss: 0.6870 32/1594 [..............................] - ETA: 8:04 - loss: 325.0129 - logits_profile_predictions_loss: 316.2787 - logcount_predictions_loss: 0.6877 33/1594 [..............................] - ETA: 8:03 - loss: 325.1369 - logits_profile_predictions_loss: 316.3925 - logcount_predictions_loss: 0.6885 34/1594 [..............................] - ETA: 8:03 - loss: 325.2518 - logits_profile_predictions_loss: 316.4991 - logcount_predictions_loss: 0.6892 35/1594 [..............................] - ETA: 8:03 - loss: 325.3588 - logits_profile_predictions_loss: 316.5989 - logcount_predictions_loss: 0.6898 36/1594 [..............................] - ETA: 8:03 - loss: 325.4622 - logits_profile_predictions_loss: 316.6967 - logcount_predictions_loss: 0.6902 37/1594 [..............................] - ETA: 8:02 - 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logits_profile_predictions_loss: 317.4475 - logcount_predictions_loss: 0.6922 51/1594 [..............................] - ETA: 7:59 - loss: 326.2864 - logits_profile_predictions_loss: 317.4937 - logcount_predictions_loss: 0.6923 52/1594 [..............................] - ETA: 7:58 - loss: 326.3478 - logits_profile_predictions_loss: 317.5542 - logcount_predictions_loss: 0.6924 53/1594 [..............................] - ETA: 7:58 - loss: 326.3939 - logits_profile_predictions_loss: 317.5998 - logcount_predictions_loss: 0.6924 54/1594 [>.............................] - ETA: 7:58 - loss: 326.4425 - logits_profile_predictions_loss: 317.6482 - logcount_predictions_loss: 0.6925 55/1594 [>.............................] - ETA: 7:58 - loss: 326.4788 - logits_profile_predictions_loss: 317.6851 - logcount_predictions_loss: 0.6924 56/1594 [>.............................] - ETA: 7:57 - loss: 326.5142 - logits_profile_predictions_loss: 317.7210 - logcount_predictions_loss: 0.6924 57/1594 [>.............................] - ETA: 7:57 - loss: 326.5444 - logits_profile_predictions_loss: 317.7519 - logcount_predictions_loss: 0.6923 58/1594 [>.............................] - ETA: 7:57 - loss: 326.5689 - logits_profile_predictions_loss: 317.7772 - logcount_predictions_loss: 0.6923 59/1594 [>.............................] - ETA: 7:57 - loss: 326.5897 - logits_profile_predictions_loss: 317.7994 - logcount_predictions_loss: 0.6922 60/1594 [>.............................] - ETA: 7:56 - loss: 326.6113 - logits_profile_predictions_loss: 317.8227 - logcount_predictions_loss: 0.6920 61/1594 [>.............................] - ETA: 7:56 - loss: 326.6365 - logits_profile_predictions_loss: 317.8491 - logcount_predictions_loss: 0.6919 62/1594 [>.............................] - ETA: 7:56 - loss: 326.6573 - logits_profile_predictions_loss: 317.8713 - logcount_predictions_loss: 0.6918 63/1594 [>.............................] - ETA: 7:56 - loss: 326.6754 - logits_profile_predictions_loss: 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[>.............................] - ETA: 7:46 - loss: 326.9417 - logits_profile_predictions_loss: 318.1885 - logcount_predictions_loss: 0.6892 91/1594 [>.............................] - ETA: 7:46 - loss: 326.9434 - logits_profile_predictions_loss: 318.1916 - logcount_predictions_loss: 0.6891 92/1594 [>.............................] - ETA: 7:46 - loss: 326.9532 - logits_profile_predictions_loss: 318.2030 - logcount_predictions_loss: 0.6890 93/1594 [>.............................] - ETA: 7:46 - loss: 326.9688 - logits_profile_predictions_loss: 318.2201 - logcount_predictions_loss: 0.6889 94/1594 [>.............................] - ETA: 7:46 - loss: 326.9826 - logits_profile_predictions_loss: 318.2354 - logcount_predictions_loss: 0.6888 95/1594 [>.............................] - ETA: 7:45 - loss: 327.0039 - logits_profile_predictions_loss: 318.2581 - logcount_predictions_loss: 0.6886 96/1594 [>.............................] - ETA: 7:45 - loss: 327.0273 - logits_profile_predictions_loss: 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0.6883 110/1594 [=>............................] - ETA: 7:42 - loss: 327.2683 - logits_profile_predictions_loss: 318.5264 - logcount_predictions_loss: 0.6883 111/1594 [=>............................] - ETA: 7:42 - loss: 327.2740 - logits_profile_predictions_loss: 318.5315 - logcount_predictions_loss: 0.6884 112/1594 [=>............................] - ETA: 7:41 - loss: 327.2859 - logits_profile_predictions_loss: 318.5427 - logcount_predictions_loss: 0.6884 113/1594 [=>............................] - ETA: 7:41 - loss: 327.3003 - logits_profile_predictions_loss: 318.5560 - logcount_predictions_loss: 0.6885 114/1594 [=>............................] - ETA: 7:41 - loss: 327.3130 - logits_profile_predictions_loss: 318.5675 - logcount_predictions_loss: 0.6886 115/1594 [=>............................] - ETA: 7:41 - loss: 327.3231 - logits_profile_predictions_loss: 318.5764 - logcount_predictions_loss: 0.6887 116/1594 [=>............................] - ETA: 7:40 - loss: 327.3330 - 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[=====>........................] - ETA: 6:40 - loss: 326.3377 - logits_profile_predictions_loss: 317.6617 - logcount_predictions_loss: 0.6831 358/1594 [=====>........................] - ETA: 6:40 - loss: 326.3355 - logits_profile_predictions_loss: 317.6604 - logcount_predictions_loss: 0.6831 359/1594 [=====>........................] - ETA: 6:39 - loss: 326.3331 - logits_profile_predictions_loss: 317.6588 - logcount_predictions_loss: 0.6830 360/1594 [=====>........................] - ETA: 6:39 - loss: 326.3307 - logits_profile_predictions_loss: 317.6574 - logcount_predictions_loss: 0.6829 361/1594 [=====>........................] - ETA: 6:39 - loss: 326.3280 - logits_profile_predictions_loss: 317.6555 - logcount_predictions_loss: 0.6829 362/1594 [=====>........................] - ETA: 6:38 - loss: 326.3257 - logits_profile_predictions_loss: 317.6541 - logcount_predictions_loss: 0.6828 363/1594 [=====>........................] - ETA: 6:38 - loss: 326.3236 - 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[..............................] - ETA: 8:20 - loss: 290.8138 - logits_profile_predictions_loss: 284.5823 - logcount_predictions_loss: 0.4907 3/1594 [..............................] - ETA: 8:20 - loss: 303.6624 - logits_profile_predictions_loss: 297.3960 - logcount_predictions_loss: 0.4934 4/1594 [..............................] - ETA: 8:21 - loss: 306.8739 - logits_profile_predictions_loss: 300.5792 - logcount_predictions_loss: 0.4956 5/1594 [..............................] - ETA: 8:20 - loss: 309.4009 - logits_profile_predictions_loss: 302.9823 - logcount_predictions_loss: 0.5054 6/1594 [..............................] - ETA: 8:20 - loss: 310.5074 - logits_profile_predictions_loss: 304.0880 - logcount_predictions_loss: 0.5055 7/1594 [..............................] - ETA: 8:21 - loss: 311.4870 - logits_profile_predictions_loss: 304.9602 - logcount_predictions_loss: 0.5139 8/1594 [..............................] - ETA: 8:21 - loss: 312.8587 - logits_profile_predictions_loss: 306.2208 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[..............................] - ETA: 8:18 - loss: 319.0697 - logits_profile_predictions_loss: 311.9681 - logcount_predictions_loss: 0.5592 23/1594 [..............................] - ETA: 8:17 - loss: 319.2910 - logits_profile_predictions_loss: 312.1788 - logcount_predictions_loss: 0.5600 24/1594 [..............................] - ETA: 8:17 - loss: 319.4826 - logits_profile_predictions_loss: 312.3602 - logcount_predictions_loss: 0.5608 25/1594 [..............................] - ETA: 8:17 - loss: 319.6400 - logits_profile_predictions_loss: 312.5062 - logcount_predictions_loss: 0.5617 26/1594 [..............................] - ETA: 8:17 - loss: 319.7980 - logits_profile_predictions_loss: 312.6529 - logcount_predictions_loss: 0.5626 27/1594 [..............................] - ETA: 8:17 - loss: 319.9583 - logits_profile_predictions_loss: 312.8019 - logcount_predictions_loss: 0.5635 28/1594 [..............................] - ETA: 8:16 - loss: 320.0708 - logits_profile_predictions_loss: 312.9037 - logcount_predictions_loss: 0.5643 29/1594 [..............................] - ETA: 8:16 - loss: 320.1780 - logits_profile_predictions_loss: 313.0005 - logcount_predictions_loss: 0.5652 30/1594 [..............................] - ETA: 8:16 - loss: 320.2903 - logits_profile_predictions_loss: 313.1035 - logcount_predictions_loss: 0.5659 31/1594 [..............................] - ETA: 8:16 - loss: 320.3538 - logits_profile_predictions_loss: 313.1572 - logcount_predictions_loss: 0.5667 32/1594 [..............................] - ETA: 8:16 - loss: 320.4005 - logits_profile_predictions_loss: 313.1958 - logcount_predictions_loss: 0.5673 33/1594 [..............................] - ETA: 8:15 - loss: 320.4482 - logits_profile_predictions_loss: 313.2356 - logcount_predictions_loss: 0.5679 34/1594 [..............................] - ETA: 8:15 - loss: 320.4924 - logits_profile_predictions_loss: 313.2736 - logcount_predictions_loss: 0.5684 35/1594 [..............................] - ETA: 8:15 - 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logits_profile_predictions_loss: 314.3267 - logcount_predictions_loss: 0.5647 232/1594 [===>..........................] - ETA: 7:28 - loss: 321.4984 - logits_profile_predictions_loss: 314.3274 - logcount_predictions_loss: 0.5646 233/1594 [===>..........................] - ETA: 7:27 - loss: 321.4990 - logits_profile_predictions_loss: 314.3286 - logcount_predictions_loss: 0.5646 234/1594 [===>..........................] - ETA: 7:27 - loss: 321.4996 - logits_profile_predictions_loss: 314.3297 - logcount_predictions_loss: 0.5646 235/1594 [===>..........................] - ETA: 7:27 - loss: 321.5000 - logits_profile_predictions_loss: 314.3306 - logcount_predictions_loss: 0.5645 236/1594 [===>..........................] - ETA: 7:27 - loss: 321.5006 - logits_profile_predictions_loss: 314.3318 - logcount_predictions_loss: 0.5645 237/1594 [===>..........................] - ETA: 7:26 - loss: 321.5014 - logits_profile_predictions_loss: 314.3331 - logcount_predictions_loss: 0.5644 238/1594 [===>..........................] - ETA: 7:26 - loss: 321.5021 - logits_profile_predictions_loss: 314.3343 - logcount_predictions_loss: 0.5644 239/1594 [===>..........................] - ETA: 7:26 - loss: 321.5030 - logits_profile_predictions_loss: 314.3358 - logcount_predictions_loss: 0.5643 240/1594 [===>..........................] - ETA: 7:25 - loss: 321.5036 - logits_profile_predictions_loss: 314.3370 - logcount_predictions_loss: 0.5643 241/1594 [===>..........................] - ETA: 7:25 - loss: 321.5041 - logits_profile_predictions_loss: 314.3381 - logcount_predictions_loss: 0.5643 242/1594 [===>..........................] - ETA: 7:25 - loss: 321.5046 - logits_profile_predictions_loss: 314.3392 - logcount_predictions_loss: 0.5642 243/1594 [===>..........................] - ETA: 7:24 - loss: 321.5055 - logits_profile_predictions_loss: 314.3407 - logcount_predictions_loss: 0.5642 244/1594 [===>..........................] - ETA: 7:24 - loss: 321.5062 - logits_profile_predictions_loss: 314.3420 - logcount_predictions_loss: 0.5641 245/1594 [===>..........................] - ETA: 7:24 - loss: 321.5067 - logits_profile_predictions_loss: 314.3430 - logcount_predictions_loss: 0.5641 246/1594 [===>..........................] - ETA: 7:24 - loss: 321.5066 - logits_profile_predictions_loss: 314.3435 - logcount_predictions_loss: 0.5640 247/1594 [===>..........................] - ETA: 7:23 - loss: 321.5064 - logits_profile_predictions_loss: 314.3439 - logcount_predictions_loss: 0.5640 248/1594 [===>..........................] - ETA: 7:23 - loss: 321.5056 - logits_profile_predictions_loss: 314.3436 - logcount_predictions_loss: 0.5639 249/1594 [===>..........................] - ETA: 7:23 - loss: 321.5048 - logits_profile_predictions_loss: 314.3433 - logcount_predictions_loss: 0.5639 250/1594 [===>..........................] - ETA: 7:22 - loss: 321.5040 - logits_profile_predictions_loss: 314.3430 - logcount_predictions_loss: 0.5639 251/1594 [===>..........................] - ETA: 7:22 - loss: 321.5030 - logits_profile_predictions_loss: 314.3424 - logcount_predictions_loss: 0.5638 252/1594 [===>..........................] - ETA: 7:22 - loss: 321.5020 - logits_profile_predictions_loss: 314.3419 - logcount_predictions_loss: 0.5638 253/1594 [===>..........................] - ETA: 7:21 - loss: 321.5008 - logits_profile_predictions_loss: 314.3412 - logcount_predictions_loss: 0.5637 254/1594 [===>..........................] - ETA: 7:21 - loss: 321.4989 - logits_profile_predictions_loss: 314.3398 - logcount_predictions_loss: 0.5637 255/1594 [===>..........................] - ETA: 7:21 - loss: 321.4967 - logits_profile_predictions_loss: 314.3381 - logcount_predictions_loss: 0.5637 256/1594 [===>..........................] - ETA: 7:21 - loss: 321.4945 - logits_profile_predictions_loss: 314.3364 - logcount_predictions_loss: 0.5636 257/1594 [===>..........................] - ETA: 7:20 - loss: 321.4923 - logits_profile_predictions_loss: 314.3347 - logcount_predictions_loss: 0.5636 258/1594 [===>..........................] - ETA: 7:20 - loss: 321.4900 - logits_profile_predictions_loss: 314.3329 - logcount_predictions_loss: 0.5636 259/1594 [===>..........................] - ETA: 7:20 - loss: 321.4885 - logits_profile_predictions_loss: 314.3319 - logcount_predictions_loss: 0.5635 260/1594 [===>..........................] - ETA: 7:19 - loss: 321.4865 - logits_profile_predictions_loss: 314.3303 - logcount_predictions_loss: 0.5635 261/1594 [===>..........................] - ETA: 7:19 - loss: 321.4847 - logits_profile_predictions_loss: 314.3289 - logcount_predictions_loss: 0.5634 262/1594 [===>..........................] - ETA: 7:19 - loss: 321.4822 - logits_profile_predictions_loss: 314.3269 - logcount_predictions_loss: 0.5634 263/1594 [===>..........................] - ETA: 7:18 - loss: 321.4798 - logits_profile_predictions_loss: 314.3250 - logcount_predictions_loss: 0.5634 264/1594 [===>..........................] - ETA: 7:18 - loss: 321.4770 - logits_profile_predictions_loss: 314.3227 - logcount_predictions_loss: 0.5633 265/1594 [===>..........................] - ETA: 7:18 - loss: 321.4740 - logits_profile_predictions_loss: 314.3201 - logcount_predictions_loss: 0.5633 266/1594 [====>.........................] - ETA: 7:17 - loss: 321.4708 - logits_profile_predictions_loss: 314.3172 - logcount_predictions_loss: 0.5633 267/1594 [====>.........................] - ETA: 7:17 - loss: 321.4677 - logits_profile_predictions_loss: 314.3146 - logcount_predictions_loss: 0.5632 268/1594 [====>.........................] - ETA: 7:17 - loss: 321.4644 - logits_profile_predictions_loss: 314.3116 - logcount_predictions_loss: 0.5632 269/1594 [====>.........................] - ETA: 7:17 - loss: 321.4606 - logits_profile_predictions_loss: 314.3083 - logcount_predictions_loss: 0.5632 270/1594 [====>.........................] - ETA: 7:16 - loss: 321.4569 - logits_profile_predictions_loss: 314.3049 - logcount_predictions_loss: 0.5631 271/1594 [====>.........................] - ETA: 7:16 - loss: 321.4533 - logits_profile_predictions_loss: 314.3017 - logcount_predictions_loss: 0.5631 272/1594 [====>.........................] - ETA: 7:16 - loss: 321.4493 - logits_profile_predictions_loss: 314.2981 - logcount_predictions_loss: 0.5631 273/1594 [====>.........................] - ETA: 7:15 - loss: 321.4450 - logits_profile_predictions_loss: 314.2941 - logcount_predictions_loss: 0.5631 274/1594 [====>.........................] - ETA: 7:15 - loss: 321.4407 - logits_profile_predictions_loss: 314.2903 - logcount_predictions_loss: 0.5630 275/1594 [====>.........................] - ETA: 7:15 - loss: 321.4367 - logits_profile_predictions_loss: 314.2867 - logcount_predictions_loss: 0.5630 276/1594 [====>.........................] - ETA: 7:14 - loss: 321.4328 - logits_profile_predictions_loss: 314.2832 - logcount_predictions_loss: 0.5630 277/1594 [====>.........................] - ETA: 7:14 - loss: 321.4292 - logits_profile_predictions_loss: 314.2800 - logcount_predictions_loss: 0.5629 278/1594 [====>.........................] - ETA: 7:14 - loss: 321.4260 - logits_profile_predictions_loss: 314.2771 - logcount_predictions_loss: 0.5629 279/1594 [====>.........................] - ETA: 7:13 - loss: 321.4227 - logits_profile_predictions_loss: 314.2742 - logcount_predictions_loss: 0.5629 280/1594 [====>.........................] - ETA: 7:13 - loss: 321.4193 - logits_profile_predictions_loss: 314.2712 - logcount_predictions_loss: 0.5628 281/1594 [====>.........................] - ETA: 7:13 - loss: 321.4157 - logits_profile_predictions_loss: 314.2681 - logcount_predictions_loss: 0.5628 282/1594 [====>.........................] - ETA: 7:13 - loss: 321.4125 - logits_profile_predictions_loss: 314.2652 - logcount_predictions_loss: 0.5628 283/1594 [====>.........................] - ETA: 7:12 - loss: 321.4090 - logits_profile_predictions_loss: 314.2621 - logcount_predictions_loss: 0.5627 284/1594 [====>.........................] - ETA: 7:12 - loss: 321.4053 - logits_profile_predictions_loss: 314.2589 - logcount_predictions_loss: 0.5627 285/1594 [====>.........................] - ETA: 7:12 - loss: 321.4015 - logits_profile_predictions_loss: 314.2555 - logcount_predictions_loss: 0.5627 286/1594 [====>.........................] - ETA: 7:11 - loss: 321.3979 - logits_profile_predictions_loss: 314.2523 - logcount_predictions_loss: 0.5626 287/1594 [====>.........................] - ETA: 7:11 - loss: 321.3944 - logits_profile_predictions_loss: 314.2492 - logcount_predictions_loss: 0.5626 288/1594 [====>.........................] - ETA: 7:11 - loss: 321.3905 - logits_profile_predictions_loss: 314.2457 - logcount_predictions_loss: 0.5626 289/1594 [====>.........................] - ETA: 7:10 - loss: 321.3860 - logits_profile_predictions_loss: 314.2416 - logcount_predictions_loss: 0.5626 290/1594 [====>.........................] - ETA: 7:10 - loss: 321.3812 - logits_profile_predictions_loss: 314.2372 - logcount_predictions_loss: 0.5625 291/1594 [====>.........................] - ETA: 7:10 - loss: 321.3764 - logits_profile_predictions_loss: 314.2328 - logcount_predictions_loss: 0.5625 292/1594 [====>.........................] - ETA: 7:09 - loss: 321.3716 - logits_profile_predictions_loss: 314.2285 - logcount_predictions_loss: 0.5625 293/1594 [====>.........................] - ETA: 7:09 - loss: 321.3672 - logits_profile_predictions_loss: 314.2245 - logcount_predictions_loss: 0.5624 294/1594 [====>.........................] - ETA: 7:09 - loss: 321.3627 - logits_profile_predictions_loss: 314.2205 - logcount_predictions_loss: 0.5624 295/1594 [====>.........................] - ETA: 7:09 - loss: 321.3585 - logits_profile_predictions_loss: 314.2167 - logcount_predictions_loss: 0.5623 296/1594 [====>.........................] - ETA: 7:08 - loss: 321.3541 - logits_profile_predictions_loss: 314.2128 - logcount_predictions_loss: 0.5623 297/1594 [====>.........................] - ETA: 7:08 - loss: 321.3496 - logits_profile_predictions_loss: 314.2088 - logcount_predictions_loss: 0.5623 298/1594 [====>.........................] - ETA: 7:08 - loss: 321.3451 - logits_profile_predictions_loss: 314.2046 - logcount_predictions_loss: 0.5622 299/1594 [====>.........................] - ETA: 7:07 - loss: 321.3405 - logits_profile_predictions_loss: 314.2005 - logcount_predictions_loss: 0.5622 300/1594 [====>.........................] - ETA: 7:07 - loss: 321.3359 - logits_profile_predictions_loss: 314.1963 - logcount_predictions_loss: 0.5622 301/1594 [====>.........................] - ETA: 7:07 - loss: 321.3314 - logits_profile_predictions_loss: 314.1922 - logcount_predictions_loss: 0.5621 302/1594 [====>.........................] - ETA: 7:06 - loss: 321.3272 - logits_profile_predictions_loss: 314.1884 - logcount_predictions_loss: 0.5621 303/1594 [====>.........................] - ETA: 7:06 - loss: 321.3230 - logits_profile_predictions_loss: 314.1847 - logcount_predictions_loss: 0.5621 304/1594 [====>.........................] - ETA: 7:06 - loss: 321.3190 - logits_profile_predictions_loss: 314.1811 - logcount_predictions_loss: 0.5620 305/1594 [====>.........................] - ETA: 7:05 - loss: 321.3154 - logits_profile_predictions_loss: 314.1778 - logcount_predictions_loss: 0.5620 306/1594 [====>.........................] - ETA: 7:05 - loss: 321.3114 - logits_profile_predictions_loss: 314.1743 - logcount_predictions_loss: 0.5620 307/1594 [====>.........................] - ETA: 7:05 - loss: 321.3075 - logits_profile_predictions_loss: 314.1708 - logcount_predictions_loss: 0.5619 308/1594 [====>.........................] - ETA: 7:04 - loss: 321.3037 - logits_profile_predictions_loss: 314.1674 - logcount_predictions_loss: 0.5619 309/1594 [====>.........................] - ETA: 7:04 - loss: 321.3002 - logits_profile_predictions_loss: 314.1644 - logcount_predictions_loss: 0.5619 310/1594 [====>.........................] - ETA: 7:04 - loss: 321.2965 - logits_profile_predictions_loss: 314.1612 - logcount_predictions_loss: 0.5618 311/1594 [====>.........................] - ETA: 7:04 - loss: 321.2930 - logits_profile_predictions_loss: 314.1581 - logcount_predictions_loss: 0.5618 312/1594 [====>.........................] - ETA: 7:03 - loss: 321.2895 - logits_profile_predictions_loss: 314.1551 - logcount_predictions_loss: 0.5618 313/1594 [====>.........................] - ETA: 7:03 - loss: 321.2859 - logits_profile_predictions_loss: 314.1519 - logcount_predictions_loss: 0.5617 314/1594 [====>.........................] - ETA: 7:03 - loss: 321.2823 - logits_profile_predictions_loss: 314.1488 - logcount_predictions_loss: 0.5617 315/1594 [====>.........................] - ETA: 7:02 - loss: 321.2793 - logits_profile_predictions_loss: 314.1462 - logcount_predictions_loss: 0.5617 316/1594 [====>.........................] - ETA: 7:02 - loss: 321.2766 - logits_profile_predictions_loss: 314.1439 - logcount_predictions_loss: 0.5616 317/1594 [====>.........................] - ETA: 7:02 - loss: 321.2738 - logits_profile_predictions_loss: 314.1416 - logcount_predictions_loss: 0.5616 318/1594 [====>.........................] - ETA: 7:01 - loss: 321.2713 - logits_profile_predictions_loss: 314.1395 - logcount_predictions_loss: 0.5616 319/1594 [=====>........................] - ETA: 7:01 - loss: 321.2689 - logits_profile_predictions_loss: 314.1374 - logcount_predictions_loss: 0.5615 320/1594 [=====>........................] - ETA: 7:01 - loss: 321.2667 - logits_profile_predictions_loss: 314.1357 - logcount_predictions_loss: 0.5615 321/1594 [=====>........................] - ETA: 7:00 - loss: 321.2643 - logits_profile_predictions_loss: 314.1337 - logcount_predictions_loss: 0.5615 322/1594 [=====>........................] - ETA: 7:00 - loss: 321.2618 - logits_profile_predictions_loss: 314.1316 - logcount_predictions_loss: 0.5614 323/1594 [=====>........................] - ETA: 7:00 - loss: 321.2597 - logits_profile_predictions_loss: 314.1300 - logcount_predictions_loss: 0.5614 324/1594 [=====>........................] - ETA: 6:59 - loss: 321.2578 - logits_profile_predictions_loss: 314.1286 - logcount_predictions_loss: 0.5614 325/1594 [=====>........................] - ETA: 6:59 - loss: 321.2557 - logits_profile_predictions_loss: 314.1269 - logcount_predictions_loss: 0.5613 326/1594 [=====>........................] - ETA: 6:59 - loss: 321.2537 - logits_profile_predictions_loss: 314.1254 - logcount_predictions_loss: 0.5613 327/1594 [=====>........................] - ETA: 6:58 - loss: 321.2513 - logits_profile_predictions_loss: 314.1234 - logcount_predictions_loss: 0.5612 328/1594 [=====>........................] - ETA: 6:58 - loss: 321.2490 - logits_profile_predictions_loss: 314.1217 - logcount_predictions_loss: 0.5612 329/1594 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logits_profile_predictions_loss: 313.1840 - logcount_predictions_loss: 0.5482 1591/1594 [============================>.] - ETA: 0s - loss: 320.1457 - logits_profile_predictions_loss: 313.1836 - logcount_predictions_loss: 0.5482 1592/1594 [============================>.] - ETA: 0s - loss: 320.1452 - logits_profile_predictions_loss: 313.1832 - logcount_predictions_loss: 0.5482 1593/1594 [============================>.] - ETA: 0s - loss: 320.1448 - logits_profile_predictions_loss: 313.1829 - logcount_predictions_loss: 0.5482 1594/1594 [==============================] - ETA: 0s - loss: 320.1443 - logits_profile_predictions_loss: 313.1825 - logcount_predictions_loss: 0.5482 1594/1594 [==============================] - 556s 349ms/step - loss: 320.1439 - logits_profile_predictions_loss: 313.1822 - logcount_predictions_loss: 0.5482 - val_loss: 353.1750 - val_logits_profile_predictions_loss: 345.8845 - val_logcount_predictions_loss: 0.5741 Epoch 00003: val_loss improved from 353.42932 to 353.17502, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 4/50 1/1594 [..............................] - ETA: 8:28 - loss: 346.6032 - logits_profile_predictions_loss: 341.2315 - logcount_predictions_loss: 0.4230 2/1594 [..............................] - ETA: 8:19 - loss: 331.4388 - logits_profile_predictions_loss: 325.2363 - logcount_predictions_loss: 0.4884 3/1594 [..............................] - ETA: 8:20 - loss: 319.9869 - logits_profile_predictions_loss: 313.6993 - logcount_predictions_loss: 0.4951 4/1594 [..............................] - ETA: 8:21 - loss: 313.9746 - logits_profile_predictions_loss: 307.5701 - logcount_predictions_loss: 0.5043 5/1594 [..............................] - ETA: 8:21 - loss: 312.1343 - logits_profile_predictions_loss: 305.5400 - logcount_predictions_loss: 0.5192 6/1594 [..............................] - ETA: 8:21 - loss: 310.9087 - logits_profile_predictions_loss: 304.1822 - logcount_predictions_loss: 0.5296 7/1594 [..............................] - ETA: 8:21 - loss: 310.8699 - logits_profile_predictions_loss: 304.0837 - logcount_predictions_loss: 0.5343 8/1594 [..............................] - ETA: 8:21 - loss: 310.9393 - logits_profile_predictions_loss: 304.0865 - logcount_predictions_loss: 0.5396 9/1594 [..............................] - ETA: 8:20 - loss: 311.1017 - logits_profile_predictions_loss: 304.1806 - logcount_predictions_loss: 0.5450 10/1594 [..............................] - ETA: 8:20 - loss: 311.7910 - logits_profile_predictions_loss: 304.8334 - logcount_predictions_loss: 0.5478 11/1594 [..............................] - ETA: 8:20 - loss: 312.3366 - logits_profile_predictions_loss: 305.3630 - logcount_predictions_loss: 0.5491 12/1594 [..............................] - ETA: 8:20 - loss: 312.7426 - logits_profile_predictions_loss: 305.7610 - logcount_predictions_loss: 0.5497 13/1594 [..............................] - ETA: 8:20 - loss: 313.1240 - logits_profile_predictions_loss: 306.1290 - logcount_predictions_loss: 0.5508 14/1594 [..............................] - ETA: 8:20 - loss: 313.4352 - logits_profile_predictions_loss: 306.4214 - logcount_predictions_loss: 0.5523 15/1594 [..............................] - ETA: 8:19 - loss: 313.6384 - logits_profile_predictions_loss: 306.6060 - logcount_predictions_loss: 0.5537 16/1594 [..............................] - ETA: 8:19 - loss: 314.0127 - logits_profile_predictions_loss: 306.9698 - logcount_predictions_loss: 0.5546 17/1594 [..............................] - ETA: 8:19 - loss: 314.5051 - logits_profile_predictions_loss: 307.4542 - logcount_predictions_loss: 0.5552 18/1594 [..............................] - ETA: 8:19 - loss: 314.9692 - logits_profile_predictions_loss: 307.9152 - logcount_predictions_loss: 0.5554 19/1594 [..............................] - ETA: 8:18 - loss: 315.3838 - logits_profile_predictions_loss: 308.3317 - logcount_predictions_loss: 0.5553 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[..............................] - ETA: 8:16 - loss: 316.2507 - logits_profile_predictions_loss: 309.2692 - logcount_predictions_loss: 0.5497 34/1594 [..............................] - ETA: 8:16 - loss: 316.2521 - logits_profile_predictions_loss: 309.2797 - logcount_predictions_loss: 0.5490 35/1594 [..............................] - ETA: 8:15 - loss: 316.2730 - logits_profile_predictions_loss: 309.3113 - logcount_predictions_loss: 0.5482 36/1594 [..............................] - ETA: 8:15 - loss: 316.3118 - logits_profile_predictions_loss: 309.3603 - logcount_predictions_loss: 0.5474 37/1594 [..............................] - ETA: 8:15 - loss: 316.3481 - logits_profile_predictions_loss: 309.4059 - logcount_predictions_loss: 0.5466 38/1594 [..............................] - ETA: 8:15 - loss: 316.4063 - logits_profile_predictions_loss: 309.4741 - logcount_predictions_loss: 0.5458 39/1594 [..............................] - ETA: 8:14 - loss: 316.4850 - logits_profile_predictions_loss: 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53/1594 [..............................] - ETA: 8:12 - loss: 317.5626 - logits_profile_predictions_loss: 310.7703 - logcount_predictions_loss: 0.5348 54/1594 [>.............................] - ETA: 8:12 - loss: 317.6029 - logits_profile_predictions_loss: 310.8192 - logcount_predictions_loss: 0.5341 55/1594 [>.............................] - ETA: 8:12 - loss: 317.6389 - logits_profile_predictions_loss: 310.8632 - logcount_predictions_loss: 0.5335 56/1594 [>.............................] - ETA: 8:12 - loss: 317.6981 - logits_profile_predictions_loss: 310.9299 - logcount_predictions_loss: 0.5329 57/1594 [>.............................] - ETA: 8:12 - loss: 317.7485 - logits_profile_predictions_loss: 310.9874 - logcount_predictions_loss: 0.5324 58/1594 [>.............................] - ETA: 8:12 - loss: 317.7934 - logits_profile_predictions_loss: 311.0387 - logcount_predictions_loss: 0.5319 59/1594 [>.............................] - ETA: 8:12 - loss: 317.8479 - 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[>.............................] - ETA: 8:05 - loss: 319.1560 - logits_profile_predictions_loss: 312.6053 - logcount_predictions_loss: 0.5158 100/1594 [>.............................] - ETA: 8:05 - loss: 319.1712 - logits_profile_predictions_loss: 312.6244 - logcount_predictions_loss: 0.5155 101/1594 [>.............................] - ETA: 8:05 - loss: 319.1854 - logits_profile_predictions_loss: 312.6427 - logcount_predictions_loss: 0.5152 102/1594 [>.............................] - ETA: 8:05 - loss: 319.2015 - logits_profile_predictions_loss: 312.6628 - logcount_predictions_loss: 0.5149 103/1594 [>.............................] - ETA: 8:05 - loss: 319.2129 - logits_profile_predictions_loss: 312.6781 - logcount_predictions_loss: 0.5146 104/1594 [>.............................] - ETA: 8:04 - loss: 319.2221 - logits_profile_predictions_loss: 312.6911 - logcount_predictions_loss: 0.5142 105/1594 [>.............................] - ETA: 8:04 - loss: 319.2316 - 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[=>............................] - ETA: 8:00 - loss: 319.3632 - logits_profile_predictions_loss: 312.8905 - logcount_predictions_loss: 0.5097 126/1594 [=>............................] - ETA: 7:59 - loss: 319.3654 - logits_profile_predictions_loss: 312.8947 - logcount_predictions_loss: 0.5095 127/1594 [=>............................] - ETA: 7:59 - loss: 319.3677 - logits_profile_predictions_loss: 312.8987 - logcount_predictions_loss: 0.5094 128/1594 [=>............................] - ETA: 7:59 - loss: 319.3687 - logits_profile_predictions_loss: 312.9016 - logcount_predictions_loss: 0.5092 129/1594 [=>............................] - ETA: 7:59 - loss: 319.3702 - logits_profile_predictions_loss: 312.9046 - logcount_predictions_loss: 0.5091 130/1594 [=>............................] - ETA: 7:58 - loss: 319.3695 - logits_profile_predictions_loss: 312.9054 - logcount_predictions_loss: 0.5090 131/1594 [=>............................] - ETA: 7:58 - loss: 319.3696 - 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logits_profile_predictions_loss: 311.6862 - logcount_predictions_loss: 0.5104 1594/1594 [==============================] - 557s 349ms/step - loss: 318.1683 - logits_profile_predictions_loss: 311.6859 - logcount_predictions_loss: 0.5104 - val_loss: 351.4671 - val_logits_profile_predictions_loss: 344.5818 - val_logcount_predictions_loss: 0.5421 Epoch 00004: val_loss improved from 353.17502 to 351.46710, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 5/50 1/1594 [..............................] - ETA: 8:30 - loss: 311.7966 - logits_profile_predictions_loss: 305.2440 - logcount_predictions_loss: 0.5160 2/1594 [..............................] - ETA: 8:19 - loss: 307.2740 - logits_profile_predictions_loss: 300.3484 - logcount_predictions_loss: 0.5453 3/1594 [..............................] - ETA: 8:20 - loss: 305.5903 - logits_profile_predictions_loss: 298.4436 - logcount_predictions_loss: 0.5627 4/1594 [..............................] - ETA: 8:21 - loss: 307.0733 - logits_profile_predictions_loss: 299.8355 - logcount_predictions_loss: 0.5699 5/1594 [..............................] - ETA: 8:21 - loss: 307.9288 - logits_profile_predictions_loss: 300.7281 - logcount_predictions_loss: 0.5670 6/1594 [..............................] - ETA: 8:20 - loss: 309.4863 - logits_profile_predictions_loss: 302.2993 - logcount_predictions_loss: 0.5659 7/1594 [..............................] - ETA: 8:21 - loss: 310.9856 - logits_profile_predictions_loss: 303.8028 - logcount_predictions_loss: 0.5656 8/1594 [..............................] - ETA: 8:20 - loss: 312.5143 - logits_profile_predictions_loss: 305.3611 - logcount_predictions_loss: 0.5632 9/1594 [..............................] - ETA: 8:20 - loss: 313.7198 - logits_profile_predictions_loss: 306.5949 - logcount_predictions_loss: 0.5610 10/1594 [..............................] - ETA: 8:20 - loss: 314.4637 - logits_profile_predictions_loss: 307.3441 - logcount_predictions_loss: 0.5606 11/1594 [..............................] - ETA: 8:20 - loss: 315.1100 - logits_profile_predictions_loss: 308.0060 - logcount_predictions_loss: 0.5594 12/1594 [..............................] - ETA: 8:20 - loss: 315.6717 - logits_profile_predictions_loss: 308.5790 - logcount_predictions_loss: 0.5585 13/1594 [..............................] - ETA: 8:19 - loss: 316.0588 - logits_profile_predictions_loss: 308.9799 - logcount_predictions_loss: 0.5574 14/1594 [..............................] - ETA: 8:19 - loss: 316.3724 - logits_profile_predictions_loss: 309.3029 - logcount_predictions_loss: 0.5566 15/1594 [..............................] - ETA: 8:19 - loss: 316.6288 - logits_profile_predictions_loss: 309.5636 - logcount_predictions_loss: 0.5563 16/1594 [..............................] - ETA: 8:19 - loss: 316.7655 - logits_profile_predictions_loss: 309.7056 - logcount_predictions_loss: 0.5559 17/1594 [..............................] - ETA: 8:19 - loss: 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[..............................] - ETA: 8:17 - loss: 316.1791 - logits_profile_predictions_loss: 309.2181 - logcount_predictions_loss: 0.5481 25/1594 [..............................] - ETA: 8:17 - loss: 316.0813 - logits_profile_predictions_loss: 309.1343 - logcount_predictions_loss: 0.5470 26/1594 [..............................] - ETA: 8:17 - loss: 316.0074 - logits_profile_predictions_loss: 309.0739 - logcount_predictions_loss: 0.5459 27/1594 [..............................] - ETA: 8:17 - loss: 315.9692 - logits_profile_predictions_loss: 309.0496 - logcount_predictions_loss: 0.5448 28/1594 [..............................] - ETA: 8:17 - loss: 315.9441 - logits_profile_predictions_loss: 309.0368 - logcount_predictions_loss: 0.5439 29/1594 [..............................] - ETA: 8:17 - loss: 315.9064 - logits_profile_predictions_loss: 309.0121 - logcount_predictions_loss: 0.5429 30/1594 [..............................] - ETA: 8:16 - loss: 315.8879 - logits_profile_predictions_loss: 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[>.............................] - ETA: 8:12 - loss: 314.4455 - logits_profile_predictions_loss: 307.7755 - logcount_predictions_loss: 0.5252 58/1594 [>.............................] - ETA: 8:12 - loss: 314.4204 - logits_profile_predictions_loss: 307.7539 - logcount_predictions_loss: 0.5249 59/1594 [>.............................] - ETA: 8:12 - loss: 314.3930 - logits_profile_predictions_loss: 307.7295 - logcount_predictions_loss: 0.5247 60/1594 [>.............................] - ETA: 8:12 - loss: 314.3610 - logits_profile_predictions_loss: 307.7006 - logcount_predictions_loss: 0.5244 61/1594 [>.............................] - ETA: 8:12 - loss: 314.3332 - logits_profile_predictions_loss: 307.6759 - logcount_predictions_loss: 0.5242 62/1594 [>.............................] - ETA: 8:12 - loss: 314.3119 - logits_profile_predictions_loss: 307.6575 - logcount_predictions_loss: 0.5240 63/1594 [>.............................] - ETA: 8:12 - loss: 314.2912 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 7:19 - loss: 314.6001 - logits_profile_predictions_loss: 308.1799 - logcount_predictions_loss: 0.5055 267/1594 [====>.........................] - ETA: 7:18 - loss: 314.6022 - logits_profile_predictions_loss: 308.1823 - logcount_predictions_loss: 0.5055 268/1594 [====>.........................] - ETA: 7:18 - loss: 314.6039 - logits_profile_predictions_loss: 308.1843 - logcount_predictions_loss: 0.5055 269/1594 [====>.........................] - ETA: 7:18 - loss: 314.6061 - logits_profile_predictions_loss: 308.1867 - logcount_predictions_loss: 0.5055 270/1594 [====>.........................] - ETA: 7:17 - loss: 314.6087 - logits_profile_predictions_loss: 308.1895 - logcount_predictions_loss: 0.5054 271/1594 [====>.........................] - ETA: 7:17 - loss: 314.6115 - logits_profile_predictions_loss: 308.1927 - logcount_predictions_loss: 0.5054 272/1594 [====>.........................] - ETA: 7:17 - loss: 314.6140 - 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[====>.........................] - ETA: 7:15 - loss: 314.6231 - logits_profile_predictions_loss: 308.2063 - logcount_predictions_loss: 0.5053 280/1594 [====>.........................] - ETA: 7:14 - loss: 314.6237 - logits_profile_predictions_loss: 308.2072 - logcount_predictions_loss: 0.5052 281/1594 [====>.........................] - ETA: 7:14 - loss: 314.6240 - logits_profile_predictions_loss: 308.2078 - logcount_predictions_loss: 0.5052 282/1594 [====>.........................] - ETA: 7:14 - loss: 314.6241 - logits_profile_predictions_loss: 308.2082 - logcount_predictions_loss: 0.5052 283/1594 [====>.........................] - ETA: 7:13 - loss: 314.6241 - logits_profile_predictions_loss: 308.2085 - logcount_predictions_loss: 0.5052 284/1594 [====>.........................] - ETA: 7:13 - loss: 314.6238 - logits_profile_predictions_loss: 308.2084 - logcount_predictions_loss: 0.5051 285/1594 [====>.........................] - ETA: 7:13 - loss: 314.6236 - logits_profile_predictions_loss: 308.2084 - logcount_predictions_loss: 0.5051 286/1594 [====>.........................] - ETA: 7:12 - loss: 314.6234 - logits_profile_predictions_loss: 308.2084 - logcount_predictions_loss: 0.5051 287/1594 [====>.........................] - ETA: 7:12 - loss: 314.6238 - logits_profile_predictions_loss: 308.2091 - logcount_predictions_loss: 0.5051 288/1594 [====>.........................] - ETA: 7:12 - loss: 314.6242 - logits_profile_predictions_loss: 308.2097 - logcount_predictions_loss: 0.5051 289/1594 [====>.........................] - ETA: 7:11 - loss: 314.6248 - logits_profile_predictions_loss: 308.2106 - logcount_predictions_loss: 0.5051 290/1594 [====>.........................] - ETA: 7:11 - loss: 314.6254 - logits_profile_predictions_loss: 308.2114 - logcount_predictions_loss: 0.5050 291/1594 [====>.........................] - ETA: 7:11 - loss: 314.6260 - logits_profile_predictions_loss: 308.2122 - logcount_predictions_loss: 0.5050 292/1594 [====>.........................] - ETA: 7:10 - loss: 314.6264 - logits_profile_predictions_loss: 308.2127 - logcount_predictions_loss: 0.5050 293/1594 [====>.........................] - ETA: 7:10 - loss: 314.6267 - logits_profile_predictions_loss: 308.2133 - logcount_predictions_loss: 0.5050 294/1594 [====>.........................] - ETA: 7:10 - loss: 314.6271 - logits_profile_predictions_loss: 308.2139 - logcount_predictions_loss: 0.5050 295/1594 [====>.........................] - ETA: 7:09 - loss: 314.6278 - logits_profile_predictions_loss: 308.2148 - logcount_predictions_loss: 0.5050 296/1594 [====>.........................] - ETA: 7:09 - loss: 314.6285 - logits_profile_predictions_loss: 308.2158 - logcount_predictions_loss: 0.5049 297/1594 [====>.........................] - ETA: 7:09 - loss: 314.6292 - logits_profile_predictions_loss: 308.2167 - logcount_predictions_loss: 0.5049 298/1594 [====>.........................] - ETA: 7:09 - loss: 314.6298 - 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[====>.........................] - ETA: 7:06 - loss: 314.6352 - logits_profile_predictions_loss: 308.2246 - logcount_predictions_loss: 0.5048 306/1594 [====>.........................] - ETA: 7:06 - loss: 314.6363 - logits_profile_predictions_loss: 308.2258 - logcount_predictions_loss: 0.5048 307/1594 [====>.........................] - ETA: 7:06 - loss: 314.6373 - logits_profile_predictions_loss: 308.2271 - logcount_predictions_loss: 0.5047 308/1594 [====>.........................] - ETA: 7:05 - loss: 314.6383 - logits_profile_predictions_loss: 308.2282 - logcount_predictions_loss: 0.5047 309/1594 [====>.........................] - ETA: 7:05 - loss: 314.6393 - logits_profile_predictions_loss: 308.2294 - logcount_predictions_loss: 0.5047 310/1594 [====>.........................] - ETA: 7:05 - loss: 314.6400 - logits_profile_predictions_loss: 308.2303 - logcount_predictions_loss: 0.5047 311/1594 [====>.........................] - ETA: 7:04 - loss: 314.6407 - 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[====>.........................] - ETA: 7:02 - loss: 314.6407 - logits_profile_predictions_loss: 308.2328 - logcount_predictions_loss: 0.5046 319/1594 [=====>........................] - ETA: 7:02 - loss: 314.6399 - logits_profile_predictions_loss: 308.2323 - logcount_predictions_loss: 0.5045 320/1594 [=====>........................] - ETA: 7:02 - loss: 314.6393 - logits_profile_predictions_loss: 308.2319 - logcount_predictions_loss: 0.5045 321/1594 [=====>........................] - ETA: 7:01 - loss: 314.6386 - logits_profile_predictions_loss: 308.2315 - logcount_predictions_loss: 0.5045 322/1594 [=====>........................] - ETA: 7:01 - loss: 314.6375 - logits_profile_predictions_loss: 308.2306 - logcount_predictions_loss: 0.5045 323/1594 [=====>........................] - ETA: 7:01 - loss: 314.6366 - logits_profile_predictions_loss: 308.2300 - logcount_predictions_loss: 0.5045 324/1594 [=====>........................] - ETA: 7:00 - loss: 314.6359 - logits_profile_predictions_loss: 308.2296 - logcount_predictions_loss: 0.5044 325/1594 [=====>........................] - ETA: 7:00 - loss: 314.6353 - logits_profile_predictions_loss: 308.2292 - logcount_predictions_loss: 0.5044 326/1594 [=====>........................] - ETA: 7:00 - loss: 314.6343 - logits_profile_predictions_loss: 308.2285 - logcount_predictions_loss: 0.5044 327/1594 [=====>........................] - ETA: 6:59 - loss: 314.6332 - logits_profile_predictions_loss: 308.2277 - logcount_predictions_loss: 0.5044 328/1594 [=====>........................] - ETA: 6:59 - loss: 314.6323 - logits_profile_predictions_loss: 308.2270 - logcount_predictions_loss: 0.5043 329/1594 [=====>........................] - ETA: 6:59 - loss: 314.6313 - logits_profile_predictions_loss: 308.2264 - logcount_predictions_loss: 0.5043 330/1594 [=====>........................] - ETA: 6:58 - loss: 314.6299 - logits_profile_predictions_loss: 308.2252 - logcount_predictions_loss: 0.5043 331/1594 [=====>........................] - ETA: 6:58 - loss: 314.6282 - logits_profile_predictions_loss: 308.2237 - logcount_predictions_loss: 0.5043 332/1594 [=====>........................] - ETA: 6:58 - loss: 314.6263 - logits_profile_predictions_loss: 308.2222 - logcount_predictions_loss: 0.5043 333/1594 [=====>........................] - ETA: 6:57 - loss: 314.6243 - logits_profile_predictions_loss: 308.2205 - logcount_predictions_loss: 0.5042 334/1594 [=====>........................] - ETA: 6:57 - loss: 314.6225 - logits_profile_predictions_loss: 308.2189 - logcount_predictions_loss: 0.5042 335/1594 [=====>........................] - ETA: 6:57 - loss: 314.6208 - logits_profile_predictions_loss: 308.2175 - logcount_predictions_loss: 0.5042 336/1594 [=====>........................] - ETA: 6:56 - loss: 314.6189 - logits_profile_predictions_loss: 308.2159 - logcount_predictions_loss: 0.5042 337/1594 [=====>........................] - ETA: 6:56 - loss: 314.6173 - logits_profile_predictions_loss: 308.2147 - logcount_predictions_loss: 0.5041 338/1594 [=====>........................] - ETA: 6:56 - loss: 314.6156 - logits_profile_predictions_loss: 308.2133 - logcount_predictions_loss: 0.5041 339/1594 [=====>........................] - ETA: 6:55 - loss: 314.6140 - logits_profile_predictions_loss: 308.2120 - logcount_predictions_loss: 0.5041 340/1594 [=====>........................] - ETA: 6:55 - loss: 314.6123 - logits_profile_predictions_loss: 308.2105 - logcount_predictions_loss: 0.5041 341/1594 [=====>........................] - ETA: 6:55 - loss: 314.6106 - logits_profile_predictions_loss: 308.2092 - logcount_predictions_loss: 0.5040 342/1594 [=====>........................] - ETA: 6:55 - loss: 314.6090 - logits_profile_predictions_loss: 308.2079 - logcount_predictions_loss: 0.5040 343/1594 [=====>........................] - ETA: 6:54 - loss: 314.6076 - logits_profile_predictions_loss: 308.2067 - logcount_predictions_loss: 0.5040 344/1594 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logits_profile_predictions_loss: 308.6070 - logcount_predictions_loss: 0.4903 1593/1594 [============================>.] - ETA: 0s - loss: 314.8338 - logits_profile_predictions_loss: 308.6074 - logcount_predictions_loss: 0.4903 1594/1594 [==============================] - ETA: 0s - loss: 314.8341 - logits_profile_predictions_loss: 308.6077 - logcount_predictions_loss: 0.4903 1594/1594 [==============================] - 558s 350ms/step - loss: 314.8345 - logits_profile_predictions_loss: 308.6081 - logcount_predictions_loss: 0.4903 - val_loss: 350.5572 - val_logits_profile_predictions_loss: 344.3809 - val_logcount_predictions_loss: 0.4863 Epoch 00005: val_loss improved from 351.46710 to 350.55719, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 6/50 1/1594 [..............................] - ETA: 8:28 - loss: 288.9446 - logits_profile_predictions_loss: 284.1969 - logcount_predictions_loss: 0.3738 2/1594 [..............................] - ETA: 8:18 - loss: 292.1085 - logits_profile_predictions_loss: 287.3648 - logcount_predictions_loss: 0.3735 3/1594 [..............................] - ETA: 8:20 - loss: 290.4268 - logits_profile_predictions_loss: 285.6264 - logcount_predictions_loss: 0.3780 4/1594 [..............................] - ETA: 8:21 - loss: 291.7453 - logits_profile_predictions_loss: 286.8171 - logcount_predictions_loss: 0.3880 5/1594 [..............................] - ETA: 8:21 - loss: 293.4545 - logits_profile_predictions_loss: 288.3722 - logcount_predictions_loss: 0.4002 6/1594 [..............................] - ETA: 8:20 - loss: 295.1639 - logits_profile_predictions_loss: 290.0316 - logcount_predictions_loss: 0.4041 7/1594 [..............................] - ETA: 8:21 - loss: 296.7546 - logits_profile_predictions_loss: 291.5516 - logcount_predictions_loss: 0.4097 8/1594 [..............................] - ETA: 8:20 - loss: 298.0537 - logits_profile_predictions_loss: 292.7992 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logits_profile_predictions_loss: 307.8775 - logcount_predictions_loss: 0.4586 1591/1594 [============================>.] - ETA: 1s - loss: 313.7011 - logits_profile_predictions_loss: 307.8776 - logcount_predictions_loss: 0.4586 1592/1594 [============================>.] - ETA: 0s - loss: 313.7012 - logits_profile_predictions_loss: 307.8777 - logcount_predictions_loss: 0.4586 1593/1594 [============================>.] - ETA: 0s - loss: 313.7013 - logits_profile_predictions_loss: 307.8778 - logcount_predictions_loss: 0.4586 1594/1594 [==============================] - ETA: 0s - loss: 313.7015 - logits_profile_predictions_loss: 307.8779 - logcount_predictions_loss: 0.4586 1594/1594 [==============================] - 558s 350ms/step - loss: 313.7016 - logits_profile_predictions_loss: 307.8781 - logcount_predictions_loss: 0.4586 - val_loss: 350.1765 - val_logits_profile_predictions_loss: 344.3521 - val_logcount_predictions_loss: 0.4586 Epoch 00006: val_loss improved from 350.55719 to 350.17654, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 7/50 1/1594 [..............................] - ETA: 8:29 - loss: 298.6860 - logits_profile_predictions_loss: 292.4073 - logcount_predictions_loss: 0.4944 2/1594 [..............................] - ETA: 8:20 - loss: 296.8484 - logits_profile_predictions_loss: 291.0757 - logcount_predictions_loss: 0.4545 3/1594 [..............................] - ETA: 8:20 - loss: 298.8497 - logits_profile_predictions_loss: 293.3162 - logcount_predictions_loss: 0.4357 4/1594 [..............................] - ETA: 8:22 - loss: 299.5424 - logits_profile_predictions_loss: 294.1320 - logcount_predictions_loss: 0.4260 5/1594 [..............................] - ETA: 8:21 - loss: 299.4348 - logits_profile_predictions_loss: 294.0257 - logcount_predictions_loss: 0.4259 6/1594 [..............................] - ETA: 8:21 - loss: 299.0804 - logits_profile_predictions_loss: 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[..............................] - ETA: 8:16 - loss: 302.6450 - logits_profile_predictions_loss: 297.1796 - logcount_predictions_loss: 0.4303 34/1594 [..............................] - ETA: 8:16 - loss: 302.8755 - logits_profile_predictions_loss: 297.4042 - logcount_predictions_loss: 0.4308 35/1594 [..............................] - ETA: 8:16 - loss: 303.1143 - logits_profile_predictions_loss: 297.6366 - logcount_predictions_loss: 0.4313 36/1594 [..............................] - ETA: 8:15 - loss: 303.3378 - logits_profile_predictions_loss: 297.8535 - logcount_predictions_loss: 0.4318 37/1594 [..............................] - ETA: 8:15 - loss: 303.5555 - logits_profile_predictions_loss: 298.0646 - logcount_predictions_loss: 0.4324 38/1594 [..............................] - ETA: 8:15 - loss: 303.7584 - logits_profile_predictions_loss: 298.2614 - logcount_predictions_loss: 0.4328 39/1594 [..............................] - ETA: 8:15 - loss: 303.9418 - logits_profile_predictions_loss: 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[>.............................] - ETA: 8:13 - loss: 307.3326 - logits_profile_predictions_loss: 301.7218 - logcount_predictions_loss: 0.4418 67/1594 [>.............................] - ETA: 8:13 - loss: 307.4355 - logits_profile_predictions_loss: 301.8232 - logcount_predictions_loss: 0.4419 68/1594 [>.............................] - ETA: 8:13 - loss: 307.5355 - logits_profile_predictions_loss: 301.9216 - logcount_predictions_loss: 0.4420 69/1594 [>.............................] - ETA: 8:12 - loss: 307.6272 - logits_profile_predictions_loss: 302.0116 - logcount_predictions_loss: 0.4422 70/1594 [>.............................] - ETA: 8:12 - loss: 307.7185 - logits_profile_predictions_loss: 302.1016 - logcount_predictions_loss: 0.4423 71/1594 [>.............................] - ETA: 8:12 - loss: 307.8127 - logits_profile_predictions_loss: 302.1945 - logcount_predictions_loss: 0.4424 72/1594 [>.............................] - ETA: 8:12 - loss: 307.9028 - logits_profile_predictions_loss: 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[=====>........................] - ETA: 6:55 - loss: 312.2555 - logits_profile_predictions_loss: 306.6685 - logcount_predictions_loss: 0.4399 347/1594 [=====>........................] - ETA: 6:54 - loss: 312.2563 - logits_profile_predictions_loss: 306.6693 - logcount_predictions_loss: 0.4399 348/1594 [=====>........................] - ETA: 6:54 - loss: 312.2573 - logits_profile_predictions_loss: 306.6702 - logcount_predictions_loss: 0.4399 349/1594 [=====>........................] - ETA: 6:54 - loss: 312.2584 - logits_profile_predictions_loss: 306.6712 - logcount_predictions_loss: 0.4399 350/1594 [=====>........................] - ETA: 6:54 - loss: 312.2591 - logits_profile_predictions_loss: 306.6720 - logcount_predictions_loss: 0.4399 351/1594 [=====>........................] - ETA: 6:53 - loss: 312.2601 - logits_profile_predictions_loss: 306.6730 - logcount_predictions_loss: 0.4399 352/1594 [=====>........................] - ETA: 6:53 - loss: 312.2613 - 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[=====>........................] - ETA: 6:51 - loss: 312.2717 - logits_profile_predictions_loss: 306.6845 - logcount_predictions_loss: 0.4399 360/1594 [=====>........................] - ETA: 6:50 - loss: 312.2732 - logits_profile_predictions_loss: 306.6860 - logcount_predictions_loss: 0.4399 361/1594 [=====>........................] - ETA: 6:50 - loss: 312.2748 - logits_profile_predictions_loss: 306.6876 - logcount_predictions_loss: 0.4399 362/1594 [=====>........................] - ETA: 6:50 - loss: 312.2761 - logits_profile_predictions_loss: 306.6889 - logcount_predictions_loss: 0.4399 363/1594 [=====>........................] - ETA: 6:49 - loss: 312.2773 - logits_profile_predictions_loss: 306.6901 - logcount_predictions_loss: 0.4399 364/1594 [=====>........................] - ETA: 6:49 - loss: 312.2786 - logits_profile_predictions_loss: 306.6914 - logcount_predictions_loss: 0.4399 365/1594 [=====>........................] - ETA: 6:49 - loss: 312.2800 - 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[===========================>..] - ETA: 30s - loss: 312.1944 - logits_profile_predictions_loss: 306.5967 - logcount_predictions_loss: 0.4408 1504/1594 [===========================>..] - ETA: 30s - loss: 312.1942 - logits_profile_predictions_loss: 306.5966 - logcount_predictions_loss: 0.4408 1505/1594 [===========================>..] - ETA: 29s - loss: 312.1941 - logits_profile_predictions_loss: 306.5964 - logcount_predictions_loss: 0.4408 1506/1594 [===========================>..] - ETA: 29s - loss: 312.1939 - logits_profile_predictions_loss: 306.5963 - logcount_predictions_loss: 0.4408 1507/1594 [===========================>..] - ETA: 29s - loss: 312.1937 - logits_profile_predictions_loss: 306.5961 - logcount_predictions_loss: 0.4408 1508/1594 [===========================>..] - ETA: 28s - loss: 312.1936 - logits_profile_predictions_loss: 306.5960 - logcount_predictions_loss: 0.4408 1509/1594 [===========================>..] - ETA: 28s - loss: 312.1934 - logits_profile_predictions_loss: 306.5958 - logcount_predictions_loss: 0.4408 1510/1594 [===========================>..] - ETA: 28s - loss: 312.1932 - logits_profile_predictions_loss: 306.5956 - logcount_predictions_loss: 0.4408 1511/1594 [===========================>..] - ETA: 27s - loss: 312.1931 - logits_profile_predictions_loss: 306.5955 - logcount_predictions_loss: 0.4408 1512/1594 [===========================>..] - ETA: 27s - loss: 312.1929 - logits_profile_predictions_loss: 306.5953 - logcount_predictions_loss: 0.4408 1513/1594 [===========================>..] - ETA: 27s - loss: 312.1927 - logits_profile_predictions_loss: 306.5951 - logcount_predictions_loss: 0.4408 1514/1594 [===========================>..] - ETA: 26s - loss: 312.1925 - logits_profile_predictions_loss: 306.5950 - logcount_predictions_loss: 0.4408 1515/1594 [===========================>..] - ETA: 26s - loss: 312.1923 - logits_profile_predictions_loss: 306.5948 - logcount_predictions_loss: 0.4408 1516/1594 [===========================>..] - ETA: 26s - loss: 312.1922 - logits_profile_predictions_loss: 306.5946 - logcount_predictions_loss: 0.4408 1517/1594 [===========================>..] - ETA: 25s - loss: 312.1920 - logits_profile_predictions_loss: 306.5945 - logcount_predictions_loss: 0.4408 1518/1594 [===========================>..] - ETA: 25s - loss: 312.1918 - logits_profile_predictions_loss: 306.5943 - logcount_predictions_loss: 0.4408 1519/1594 [===========================>..] - ETA: 25s - loss: 312.1916 - logits_profile_predictions_loss: 306.5941 - logcount_predictions_loss: 0.4408 1520/1594 [===========================>..] - ETA: 24s - loss: 312.1914 - logits_profile_predictions_loss: 306.5939 - logcount_predictions_loss: 0.4407 1521/1594 [===========================>..] - ETA: 24s - loss: 312.1912 - logits_profile_predictions_loss: 306.5937 - logcount_predictions_loss: 0.4407 1522/1594 [===========================>..] - ETA: 24s - loss: 312.1910 - 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[===========================>..] - ETA: 21s - loss: 312.1897 - logits_profile_predictions_loss: 306.5923 - logcount_predictions_loss: 0.4407 1530/1594 [===========================>..] - ETA: 21s - loss: 312.1895 - logits_profile_predictions_loss: 306.5921 - logcount_predictions_loss: 0.4407 1531/1594 [===========================>..] - ETA: 21s - loss: 312.1893 - logits_profile_predictions_loss: 306.5919 - logcount_predictions_loss: 0.4407 1532/1594 [===========================>..] - ETA: 20s - loss: 312.1891 - logits_profile_predictions_loss: 306.5917 - logcount_predictions_loss: 0.4407 1533/1594 [===========================>..] - ETA: 20s - loss: 312.1890 - logits_profile_predictions_loss: 306.5916 - logcount_predictions_loss: 0.4407 1534/1594 [===========================>..] - ETA: 20s - loss: 312.1888 - logits_profile_predictions_loss: 306.5914 - logcount_predictions_loss: 0.4407 1535/1594 [===========================>..] - ETA: 19s - loss: 312.1886 - logits_profile_predictions_loss: 306.5912 - logcount_predictions_loss: 0.4407 1536/1594 [===========================>..] - ETA: 19s - loss: 312.1884 - logits_profile_predictions_loss: 306.5910 - logcount_predictions_loss: 0.4407 1537/1594 [===========================>..] - ETA: 19s - loss: 312.1882 - logits_profile_predictions_loss: 306.5908 - logcount_predictions_loss: 0.4407 1538/1594 [===========================>..] - ETA: 18s - loss: 312.1880 - logits_profile_predictions_loss: 306.5907 - logcount_predictions_loss: 0.4407 1539/1594 [===========================>..] - ETA: 18s - loss: 312.1878 - logits_profile_predictions_loss: 306.5905 - logcount_predictions_loss: 0.4407 1540/1594 [===========================>..] - ETA: 18s - loss: 312.1876 - logits_profile_predictions_loss: 306.5903 - logcount_predictions_loss: 0.4407 1541/1594 [============================>.] - ETA: 17s - loss: 312.1874 - logits_profile_predictions_loss: 306.5901 - logcount_predictions_loss: 0.4407 1542/1594 [============================>.] - ETA: 17s - loss: 312.1872 - logits_profile_predictions_loss: 306.5899 - logcount_predictions_loss: 0.4407 1543/1594 [============================>.] - ETA: 17s - loss: 312.1870 - logits_profile_predictions_loss: 306.5897 - logcount_predictions_loss: 0.4407 1544/1594 [============================>.] - ETA: 16s - loss: 312.1868 - logits_profile_predictions_loss: 306.5895 - logcount_predictions_loss: 0.4407 1545/1594 [============================>.] - ETA: 16s - loss: 312.1866 - logits_profile_predictions_loss: 306.5893 - logcount_predictions_loss: 0.4407 1546/1594 [============================>.] - ETA: 16s - loss: 312.1864 - logits_profile_predictions_loss: 306.5891 - logcount_predictions_loss: 0.4407 1547/1594 [============================>.] - ETA: 15s - loss: 312.1863 - logits_profile_predictions_loss: 306.5890 - logcount_predictions_loss: 0.4407 1548/1594 [============================>.] - ETA: 15s - loss: 312.1861 - logits_profile_predictions_loss: 306.5888 - logcount_predictions_loss: 0.4407 1549/1594 [============================>.] - ETA: 15s - loss: 312.1859 - logits_profile_predictions_loss: 306.5886 - logcount_predictions_loss: 0.4407 1550/1594 [============================>.] - ETA: 14s - loss: 312.1857 - logits_profile_predictions_loss: 306.5885 - logcount_predictions_loss: 0.4407 1551/1594 [============================>.] - ETA: 14s - loss: 312.1856 - logits_profile_predictions_loss: 306.5883 - logcount_predictions_loss: 0.4407 1552/1594 [============================>.] - ETA: 14s - loss: 312.1854 - logits_profile_predictions_loss: 306.5881 - logcount_predictions_loss: 0.4407 1553/1594 [============================>.] - ETA: 13s - loss: 312.1852 - logits_profile_predictions_loss: 306.5880 - logcount_predictions_loss: 0.4407 1554/1594 [============================>.] - ETA: 13s - loss: 312.1850 - logits_profile_predictions_loss: 306.5878 - logcount_predictions_loss: 0.4407 1555/1594 [============================>.] - ETA: 13s - loss: 312.1848 - logits_profile_predictions_loss: 306.5876 - logcount_predictions_loss: 0.4407 1556/1594 [============================>.] - ETA: 12s - loss: 312.1846 - logits_profile_predictions_loss: 306.5874 - logcount_predictions_loss: 0.4407 1557/1594 [============================>.] - ETA: 12s - loss: 312.1845 - logits_profile_predictions_loss: 306.5872 - logcount_predictions_loss: 0.4407 1558/1594 [============================>.] - ETA: 12s - loss: 312.1843 - logits_profile_predictions_loss: 306.5871 - logcount_predictions_loss: 0.4407 1559/1594 [============================>.] - ETA: 11s - loss: 312.1841 - logits_profile_predictions_loss: 306.5869 - logcount_predictions_loss: 0.4407 1560/1594 [============================>.] - ETA: 11s - loss: 312.1839 - logits_profile_predictions_loss: 306.5867 - logcount_predictions_loss: 0.4407 1561/1594 [============================>.] - ETA: 11s - loss: 312.1837 - logits_profile_predictions_loss: 306.5866 - logcount_predictions_loss: 0.4407 1562/1594 [============================>.] - ETA: 10s - loss: 312.1836 - logits_profile_predictions_loss: 306.5864 - logcount_predictions_loss: 0.4407 1563/1594 [============================>.] - ETA: 10s - loss: 312.1834 - logits_profile_predictions_loss: 306.5862 - logcount_predictions_loss: 0.4407 1564/1594 [============================>.] - ETA: 10s - loss: 312.1832 - logits_profile_predictions_loss: 306.5860 - logcount_predictions_loss: 0.4407 1565/1594 [============================>.] - ETA: 9s - loss: 312.1830 - logits_profile_predictions_loss: 306.5859 - logcount_predictions_loss: 0.4407  1566/1594 [============================>.] - ETA: 9s - loss: 312.1829 - logits_profile_predictions_loss: 306.5857 - logcount_predictions_loss: 0.4407 1567/1594 [============================>.] - ETA: 9s - loss: 312.1827 - logits_profile_predictions_loss: 306.5856 - logcount_predictions_loss: 0.4407 1568/1594 [============================>.] - ETA: 8s - loss: 312.1825 - logits_profile_predictions_loss: 306.5854 - logcount_predictions_loss: 0.4407 1569/1594 [============================>.] - ETA: 8s - loss: 312.1823 - logits_profile_predictions_loss: 306.5852 - logcount_predictions_loss: 0.4407 1570/1594 [============================>.] - ETA: 8s - loss: 312.1821 - logits_profile_predictions_loss: 306.5850 - logcount_predictions_loss: 0.4407 1571/1594 [============================>.] - ETA: 7s - loss: 312.1819 - logits_profile_predictions_loss: 306.5848 - logcount_predictions_loss: 0.4407 1572/1594 [============================>.] - ETA: 7s - loss: 312.1817 - logits_profile_predictions_loss: 306.5846 - logcount_predictions_loss: 0.4407 1573/1594 [============================>.] - ETA: 7s - loss: 312.1815 - logits_profile_predictions_loss: 306.5844 - logcount_predictions_loss: 0.4407 1574/1594 [============================>.] - ETA: 6s - loss: 312.1813 - logits_profile_predictions_loss: 306.5842 - logcount_predictions_loss: 0.4407 1575/1594 [============================>.] - ETA: 6s - loss: 312.1811 - logits_profile_predictions_loss: 306.5841 - logcount_predictions_loss: 0.4407 1576/1594 [============================>.] - ETA: 6s - loss: 312.1809 - logits_profile_predictions_loss: 306.5839 - logcount_predictions_loss: 0.4407 1577/1594 [============================>.] - ETA: 5s - loss: 312.1807 - logits_profile_predictions_loss: 306.5837 - logcount_predictions_loss: 0.4407 1578/1594 [============================>.] - ETA: 5s - loss: 312.1805 - logits_profile_predictions_loss: 306.5834 - logcount_predictions_loss: 0.4407 1579/1594 [============================>.] - ETA: 5s - loss: 312.1803 - logits_profile_predictions_loss: 306.5832 - logcount_predictions_loss: 0.4407 1580/1594 [============================>.] - ETA: 4s - loss: 312.1800 - logits_profile_predictions_loss: 306.5830 - logcount_predictions_loss: 0.4407 1581/1594 [============================>.] - ETA: 4s - loss: 312.1798 - logits_profile_predictions_loss: 306.5828 - logcount_predictions_loss: 0.4407 1582/1594 [============================>.] - ETA: 4s - loss: 312.1796 - logits_profile_predictions_loss: 306.5826 - logcount_predictions_loss: 0.4407 1583/1594 [============================>.] - ETA: 3s - loss: 312.1794 - logits_profile_predictions_loss: 306.5824 - logcount_predictions_loss: 0.4407 1584/1594 [============================>.] - ETA: 3s - loss: 312.1792 - logits_profile_predictions_loss: 306.5822 - logcount_predictions_loss: 0.4407 1585/1594 [============================>.] - ETA: 3s - loss: 312.1790 - logits_profile_predictions_loss: 306.5820 - logcount_predictions_loss: 0.4407 1586/1594 [============================>.] - ETA: 2s - loss: 312.1788 - logits_profile_predictions_loss: 306.5818 - logcount_predictions_loss: 0.4407 1587/1594 [============================>.] - ETA: 2s - loss: 312.1785 - logits_profile_predictions_loss: 306.5816 - logcount_predictions_loss: 0.4407 1588/1594 [============================>.] - ETA: 2s - loss: 312.1783 - logits_profile_predictions_loss: 306.5813 - logcount_predictions_loss: 0.4407 1589/1594 [============================>.] - ETA: 1s - loss: 312.1781 - logits_profile_predictions_loss: 306.5811 - logcount_predictions_loss: 0.4407 1590/1594 [============================>.] - ETA: 1s - loss: 312.1779 - logits_profile_predictions_loss: 306.5809 - logcount_predictions_loss: 0.4407 1591/1594 [============================>.] - ETA: 1s - loss: 312.1777 - logits_profile_predictions_loss: 306.5807 - logcount_predictions_loss: 0.4407 1592/1594 [============================>.] - ETA: 0s - loss: 312.1774 - logits_profile_predictions_loss: 306.5805 - logcount_predictions_loss: 0.4407 1593/1594 [============================>.] - ETA: 0s - loss: 312.1772 - logits_profile_predictions_loss: 306.5803 - logcount_predictions_loss: 0.4407 1594/1594 [==============================] - ETA: 0s - loss: 312.1770 - logits_profile_predictions_loss: 306.5800 - logcount_predictions_loss: 0.4407 1594/1594 [==============================] - 558s 350ms/step - loss: 312.1767 - logits_profile_predictions_loss: 306.5798 - logcount_predictions_loss: 0.4407 - val_loss: 350.4407 - val_logits_profile_predictions_loss: 344.4725 - val_logcount_predictions_loss: 0.4699 Epoch 00007: val_loss did not improve from 350.17654 Epoch 8/50 1/1594 [..............................] - ETA: 8:28 - loss: 316.1071 - logits_profile_predictions_loss: 310.5897 - logcount_predictions_loss: 0.4344 2/1594 [..............................] - ETA: 8:20 - loss: 307.2730 - logits_profile_predictions_loss: 301.9469 - logcount_predictions_loss: 0.4194 3/1594 [..............................] - ETA: 8:20 - loss: 307.1020 - logits_profile_predictions_loss: 301.8625 - logcount_predictions_loss: 0.4126 4/1594 [..............................] - ETA: 8:22 - loss: 306.5779 - logits_profile_predictions_loss: 301.3992 - logcount_predictions_loss: 0.4078 5/1594 [..............................] - ETA: 8:21 - loss: 305.3894 - logits_profile_predictions_loss: 300.2555 - logcount_predictions_loss: 0.4042 6/1594 [..............................] - ETA: 8:20 - loss: 305.6568 - logits_profile_predictions_loss: 300.4993 - logcount_predictions_loss: 0.4061 7/1594 [..............................] - ETA: 8:21 - loss: 305.6975 - logits_profile_predictions_loss: 300.4866 - logcount_predictions_loss: 0.4103 8/1594 [..............................] - ETA: 8:21 - loss: 306.0062 - logits_profile_predictions_loss: 300.7572 - logcount_predictions_loss: 0.4133 9/1594 [..............................] - ETA: 8:20 - loss: 306.6004 - logits_profile_predictions_loss: 301.3309 - logcount_predictions_loss: 0.4149 10/1594 [..............................] - ETA: 8:20 - loss: 306.9335 - logits_profile_predictions_loss: 301.6139 - logcount_predictions_loss: 0.4189 11/1594 [..............................] - ETA: 8:20 - loss: 307.2068 - logits_profile_predictions_loss: 301.8489 - logcount_predictions_loss: 0.4219 12/1594 [..............................] - ETA: 8:20 - loss: 307.5698 - logits_profile_predictions_loss: 302.1792 - logcount_predictions_loss: 0.4245 13/1594 [..............................] - ETA: 8:20 - loss: 307.6589 - logits_profile_predictions_loss: 302.2489 - logcount_predictions_loss: 0.4260 14/1594 [..............................] - ETA: 8:20 - loss: 307.6826 - logits_profile_predictions_loss: 302.2663 - logcount_predictions_loss: 0.4265 15/1594 [..............................] - ETA: 8:19 - loss: 307.7222 - logits_profile_predictions_loss: 302.3054 - logcount_predictions_loss: 0.4265 16/1594 [..............................] - ETA: 8:19 - loss: 307.8131 - logits_profile_predictions_loss: 302.3982 - logcount_predictions_loss: 0.4264 17/1594 [..............................] - ETA: 8:19 - loss: 307.7700 - logits_profile_predictions_loss: 302.3585 - logcount_predictions_loss: 0.4261 18/1594 [..............................] - ETA: 8:19 - loss: 307.7059 - logits_profile_predictions_loss: 302.2983 - logcount_predictions_loss: 0.4258 19/1594 [..............................] - ETA: 8:18 - loss: 307.7048 - logits_profile_predictions_loss: 302.3017 - logcount_predictions_loss: 0.4254 20/1594 [..............................] - ETA: 8:18 - loss: 307.6570 - logits_profile_predictions_loss: 302.2588 - logcount_predictions_loss: 0.4251 21/1594 [..............................] - ETA: 8:18 - loss: 307.5983 - logits_profile_predictions_loss: 302.2048 - logcount_predictions_loss: 0.4247 22/1594 [..............................] - ETA: 8:18 - loss: 307.5876 - logits_profile_predictions_loss: 302.1948 - logcount_predictions_loss: 0.4246 23/1594 [..............................] - ETA: 8:18 - loss: 307.5944 - logits_profile_predictions_loss: 302.2055 - logcount_predictions_loss: 0.4243 24/1594 [..............................] - ETA: 8:18 - loss: 307.6256 - logits_profile_predictions_loss: 302.2402 - logcount_predictions_loss: 0.4240 25/1594 [..............................] - ETA: 8:17 - loss: 307.6868 - logits_profile_predictions_loss: 302.3058 - logcount_predictions_loss: 0.4237 26/1594 [..............................] - ETA: 8:17 - loss: 307.7417 - logits_profile_predictions_loss: 302.3661 - logcount_predictions_loss: 0.4233 27/1594 [..............................] - ETA: 8:17 - loss: 307.7900 - logits_profile_predictions_loss: 302.4211 - logcount_predictions_loss: 0.4227 28/1594 [..............................] - ETA: 8:17 - loss: 307.8179 - logits_profile_predictions_loss: 302.4540 - logcount_predictions_loss: 0.4224 29/1594 [..............................] - ETA: 8:17 - loss: 307.8320 - logits_profile_predictions_loss: 302.4720 - logcount_predictions_loss: 0.4220 30/1594 [..............................] - ETA: 8:16 - loss: 307.8982 - logits_profile_predictions_loss: 302.5414 - logcount_predictions_loss: 0.4218 31/1594 [..............................] - ETA: 8:16 - 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1580/1594 [============================>.] - ETA: 4s - loss: 310.6940 - logits_profile_predictions_loss: 305.4287 - logcount_predictions_loss: 0.4146 1581/1594 [============================>.] - ETA: 4s - loss: 310.6936 - logits_profile_predictions_loss: 305.4283 - logcount_predictions_loss: 0.4146 1582/1594 [============================>.] - ETA: 4s - loss: 310.6932 - logits_profile_predictions_loss: 305.4278 - logcount_predictions_loss: 0.4146 1583/1594 [============================>.] - ETA: 3s - loss: 310.6927 - logits_profile_predictions_loss: 305.4274 - logcount_predictions_loss: 0.4146 1584/1594 [============================>.] - ETA: 3s - loss: 310.6923 - logits_profile_predictions_loss: 305.4270 - logcount_predictions_loss: 0.4146 1585/1594 [============================>.] - ETA: 3s - loss: 310.6919 - logits_profile_predictions_loss: 305.4265 - logcount_predictions_loss: 0.4146 1586/1594 [============================>.] - ETA: 2s - loss: 310.6915 - logits_profile_predictions_loss: 305.4261 - logcount_predictions_loss: 0.4146 1587/1594 [============================>.] - ETA: 2s - loss: 310.6910 - logits_profile_predictions_loss: 305.4257 - logcount_predictions_loss: 0.4146 1588/1594 [============================>.] - ETA: 2s - loss: 310.6906 - logits_profile_predictions_loss: 305.4252 - logcount_predictions_loss: 0.4146 1589/1594 [============================>.] - ETA: 1s - loss: 310.6901 - logits_profile_predictions_loss: 305.4248 - logcount_predictions_loss: 0.4146 1590/1594 [============================>.] - ETA: 1s - loss: 310.6897 - logits_profile_predictions_loss: 305.4243 - logcount_predictions_loss: 0.4146 1591/1594 [============================>.] - ETA: 1s - loss: 310.6892 - logits_profile_predictions_loss: 305.4238 - logcount_predictions_loss: 0.4146 1592/1594 [============================>.] - ETA: 0s - loss: 310.6888 - logits_profile_predictions_loss: 305.4234 - logcount_predictions_loss: 0.4146 1593/1594 [============================>.] - ETA: 0s - loss: 310.6883 - logits_profile_predictions_loss: 305.4229 - logcount_predictions_loss: 0.4146 1594/1594 [==============================] - ETA: 0s - loss: 310.6879 - logits_profile_predictions_loss: 305.4225 - logcount_predictions_loss: 0.4146 1594/1594 [==============================] - 557s 349ms/step - loss: 310.6875 - logits_profile_predictions_loss: 305.4221 - logcount_predictions_loss: 0.4146 - val_loss: 350.5211 - val_logits_profile_predictions_loss: 344.8739 - val_logcount_predictions_loss: 0.4446 Epoch 00008: val_loss did not improve from 350.17654 Epoch 9/50 1/1594 [..............................] - ETA: 8:30 - loss: 316.4210 - logits_profile_predictions_loss: 311.2503 - logcount_predictions_loss: 0.4071 2/1594 [..............................] - ETA: 8:19 - loss: 304.6399 - logits_profile_predictions_loss: 299.9004 - logcount_predictions_loss: 0.3732 3/1594 [..............................] - ETA: 8:20 - loss: 305.4824 - logits_profile_predictions_loss: 300.8682 - logcount_predictions_loss: 0.3633 4/1594 [..............................] - ETA: 8:21 - loss: 306.5841 - logits_profile_predictions_loss: 302.0576 - logcount_predictions_loss: 0.3564 5/1594 [..............................] - ETA: 8:21 - loss: 308.4105 - logits_profile_predictions_loss: 303.9448 - logcount_predictions_loss: 0.3516 6/1594 [..............................] - ETA: 8:21 - loss: 311.0484 - logits_profile_predictions_loss: 306.5941 - logcount_predictions_loss: 0.3507 7/1594 [..............................] - ETA: 8:21 - loss: 312.9108 - logits_profile_predictions_loss: 308.4249 - logcount_predictions_loss: 0.3532 8/1594 [..............................] - ETA: 8:21 - loss: 313.6403 - logits_profile_predictions_loss: 309.0956 - logcount_predictions_loss: 0.3578 9/1594 [..............................] - ETA: 8:20 - loss: 314.0921 - logits_profile_predictions_loss: 309.5059 - logcount_predictions_loss: 0.3611 10/1594 [..............................] - ETA: 8:20 - loss: 314.1478 - logits_profile_predictions_loss: 309.4968 - logcount_predictions_loss: 0.3662 11/1594 [..............................] - ETA: 8:20 - loss: 314.0750 - logits_profile_predictions_loss: 309.3825 - logcount_predictions_loss: 0.3695 12/1594 [..............................] - ETA: 8:20 - loss: 313.8139 - logits_profile_predictions_loss: 309.0843 - logcount_predictions_loss: 0.3724 13/1594 [..............................] - ETA: 8:20 - loss: 313.7929 - logits_profile_predictions_loss: 309.0274 - logcount_predictions_loss: 0.3752 14/1594 [..............................] - ETA: 8:19 - loss: 313.5651 - logits_profile_predictions_loss: 308.7637 - logcount_predictions_loss: 0.3781 15/1594 [..............................] - ETA: 8:19 - loss: 313.3587 - logits_profile_predictions_loss: 308.5342 - logcount_predictions_loss: 0.3799 16/1594 [..............................] - ETA: 8:19 - loss: 313.2049 - logits_profile_predictions_loss: 308.3575 - logcount_predictions_loss: 0.3817 17/1594 [..............................] - ETA: 8:19 - loss: 313.0344 - logits_profile_predictions_loss: 308.1647 - logcount_predictions_loss: 0.3834 18/1594 [..............................] - ETA: 8:19 - loss: 312.8700 - logits_profile_predictions_loss: 307.9835 - logcount_predictions_loss: 0.3848 19/1594 [..............................] - ETA: 8:19 - loss: 312.7038 - logits_profile_predictions_loss: 307.8026 - logcount_predictions_loss: 0.3859 20/1594 [..............................] - ETA: 8:18 - loss: 312.6000 - logits_profile_predictions_loss: 307.6872 - logcount_predictions_loss: 0.3868 21/1594 [..............................] - ETA: 8:18 - loss: 312.5433 - logits_profile_predictions_loss: 307.6137 - logcount_predictions_loss: 0.3882 22/1594 [..............................] - ETA: 8:18 - loss: 312.4913 - logits_profile_predictions_loss: 307.5481 - logcount_predictions_loss: 0.3892 23/1594 [..............................] - ETA: 8:18 - loss: 312.3894 - logits_profile_predictions_loss: 307.4359 - logcount_predictions_loss: 0.3900 24/1594 [..............................] - ETA: 8:18 - loss: 312.2663 - logits_profile_predictions_loss: 307.3034 - logcount_predictions_loss: 0.3908 25/1594 [..............................] - ETA: 8:17 - loss: 312.1382 - logits_profile_predictions_loss: 307.1677 - logcount_predictions_loss: 0.3914 26/1594 [..............................] - ETA: 8:17 - loss: 312.0178 - logits_profile_predictions_loss: 307.0428 - logcount_predictions_loss: 0.3917 27/1594 [..............................] - ETA: 8:17 - loss: 311.8949 - logits_profile_predictions_loss: 306.9164 - logcount_predictions_loss: 0.3920 28/1594 [..............................] - ETA: 8:17 - loss: 311.8297 - logits_profile_predictions_loss: 306.8500 - logcount_predictions_loss: 0.3921 29/1594 [..............................] - ETA: 8:17 - loss: 311.7296 - logits_profile_predictions_loss: 306.7470 - logcount_predictions_loss: 0.3923 30/1594 [..............................] - ETA: 8:16 - loss: 311.6291 - logits_profile_predictions_loss: 306.6438 - logcount_predictions_loss: 0.3925 31/1594 [..............................] - ETA: 8:16 - loss: 311.5141 - logits_profile_predictions_loss: 306.5245 - logcount_predictions_loss: 0.3929 32/1594 [..............................] - ETA: 8:16 - loss: 311.4066 - logits_profile_predictions_loss: 306.4118 - logcount_predictions_loss: 0.3933 33/1594 [..............................] - ETA: 8:16 - loss: 311.3048 - logits_profile_predictions_loss: 306.3060 - logcount_predictions_loss: 0.3936 34/1594 [..............................] - ETA: 8:15 - loss: 311.2403 - logits_profile_predictions_loss: 306.2377 - logcount_predictions_loss: 0.3939 35/1594 [..............................] - ETA: 8:15 - loss: 311.1725 - logits_profile_predictions_loss: 306.1648 - logcount_predictions_loss: 0.3943 36/1594 [..............................] - ETA: 8:15 - loss: 311.1014 - logits_profile_predictions_loss: 306.0892 - logcount_predictions_loss: 0.3947 37/1594 [..............................] - ETA: 8:15 - loss: 311.0288 - logits_profile_predictions_loss: 306.0127 - logcount_predictions_loss: 0.3950 38/1594 [..............................] - ETA: 8:15 - loss: 310.9428 - logits_profile_predictions_loss: 305.9225 - logcount_predictions_loss: 0.3953 39/1594 [..............................] - ETA: 8:14 - loss: 310.8690 - logits_profile_predictions_loss: 305.8437 - logcount_predictions_loss: 0.3957 40/1594 [..............................] - ETA: 8:14 - loss: 310.7865 - logits_profile_predictions_loss: 305.7561 - logcount_predictions_loss: 0.3961 41/1594 [..............................] - ETA: 8:14 - loss: 310.7107 - logits_profile_predictions_loss: 305.6758 - logcount_predictions_loss: 0.3964 42/1594 [..............................] - ETA: 8:14 - loss: 310.6557 - logits_profile_predictions_loss: 305.6172 - logcount_predictions_loss: 0.3967 43/1594 [..............................] - ETA: 8:14 - loss: 310.5994 - logits_profile_predictions_loss: 305.5572 - logcount_predictions_loss: 0.3970 44/1594 [..............................] - ETA: 8:14 - loss: 310.5316 - logits_profile_predictions_loss: 305.4857 - logcount_predictions_loss: 0.3973 45/1594 [..............................] - ETA: 8:13 - loss: 310.4638 - logits_profile_predictions_loss: 305.4148 - logcount_predictions_loss: 0.3976 46/1594 [..............................] - ETA: 8:13 - loss: 310.3919 - logits_profile_predictions_loss: 305.3390 - logcount_predictions_loss: 0.3979 47/1594 [..............................] - ETA: 8:13 - loss: 310.3234 - logits_profile_predictions_loss: 305.2662 - logcount_predictions_loss: 0.3982 48/1594 [..............................] - ETA: 8:13 - loss: 310.2555 - logits_profile_predictions_loss: 305.1935 - logcount_predictions_loss: 0.3986 49/1594 [..............................] - ETA: 8:13 - loss: 310.1918 - logits_profile_predictions_loss: 305.1256 - logcount_predictions_loss: 0.3989 50/1594 [..............................] - ETA: 8:13 - loss: 310.1262 - logits_profile_predictions_loss: 305.0555 - logcount_predictions_loss: 0.3993 51/1594 [..............................] - ETA: 8:13 - loss: 310.0533 - logits_profile_predictions_loss: 304.9788 - logcount_predictions_loss: 0.3996 52/1594 [..............................] - ETA: 8:13 - loss: 309.9814 - logits_profile_predictions_loss: 304.9035 - logcount_predictions_loss: 0.3998 53/1594 [..............................] - ETA: 8:13 - loss: 309.9057 - logits_profile_predictions_loss: 304.8244 - logcount_predictions_loss: 0.4001 54/1594 [>.............................] - ETA: 8:13 - loss: 309.8350 - logits_profile_predictions_loss: 304.7507 - logcount_predictions_loss: 0.4003 55/1594 [>.............................] - ETA: 8:12 - loss: 309.7630 - logits_profile_predictions_loss: 304.6755 - logcount_predictions_loss: 0.4006 56/1594 [>.............................] - ETA: 8:12 - loss: 309.7026 - logits_profile_predictions_loss: 304.6122 - logcount_predictions_loss: 0.4008 57/1594 [>.............................] - ETA: 8:12 - loss: 309.6534 - logits_profile_predictions_loss: 304.5602 - logcount_predictions_loss: 0.4010 58/1594 [>.............................] - ETA: 8:12 - loss: 309.6252 - logits_profile_predictions_loss: 304.5302 - logcount_predictions_loss: 0.4012 59/1594 [>.............................] - ETA: 8:12 - loss: 309.5927 - logits_profile_predictions_loss: 304.4960 - logcount_predictions_loss: 0.4013 60/1594 [>.............................] - ETA: 8:12 - loss: 309.5651 - logits_profile_predictions_loss: 304.4666 - logcount_predictions_loss: 0.4015 61/1594 [>.............................] - ETA: 8:12 - loss: 309.5352 - logits_profile_predictions_loss: 304.4352 - logcount_predictions_loss: 0.4016 62/1594 [>.............................] - ETA: 8:12 - loss: 309.5111 - logits_profile_predictions_loss: 304.4093 - logcount_predictions_loss: 0.4017 63/1594 [>.............................] - ETA: 8:12 - loss: 309.4945 - logits_profile_predictions_loss: 304.3909 - logcount_predictions_loss: 0.4019 64/1594 [>.............................] - ETA: 8:12 - loss: 309.4829 - logits_profile_predictions_loss: 304.3780 - logcount_predictions_loss: 0.4020 65/1594 [>.............................] - ETA: 8:11 - loss: 309.4797 - logits_profile_predictions_loss: 304.3737 - logcount_predictions_loss: 0.4021 66/1594 [>.............................] - ETA: 8:11 - loss: 309.4788 - logits_profile_predictions_loss: 304.3711 - logcount_predictions_loss: 0.4022 67/1594 [>.............................] - ETA: 8:11 - loss: 309.4827 - logits_profile_predictions_loss: 304.3734 - logcount_predictions_loss: 0.4023 68/1594 [>.............................] - ETA: 8:11 - loss: 309.4884 - logits_profile_predictions_loss: 304.3776 - logcount_predictions_loss: 0.4024 69/1594 [>.............................] - ETA: 8:11 - loss: 309.4950 - logits_profile_predictions_loss: 304.3827 - logcount_predictions_loss: 0.4025 70/1594 [>.............................] - ETA: 8:11 - loss: 309.4996 - logits_profile_predictions_loss: 304.3859 - logcount_predictions_loss: 0.4027 71/1594 [>.............................] - ETA: 8:11 - loss: 309.5010 - logits_profile_predictions_loss: 304.3860 - logcount_predictions_loss: 0.4028 72/1594 [>.............................] - ETA: 8:11 - loss: 309.4990 - logits_profile_predictions_loss: 304.3829 - logcount_predictions_loss: 0.4028 73/1594 [>.............................] - ETA: 8:10 - loss: 309.4954 - logits_profile_predictions_loss: 304.3783 - logcount_predictions_loss: 0.4029 74/1594 [>.............................] - ETA: 8:10 - loss: 309.4940 - logits_profile_predictions_loss: 304.3761 - logcount_predictions_loss: 0.4030 75/1594 [>.............................] - ETA: 8:10 - loss: 309.5013 - logits_profile_predictions_loss: 304.3829 - logcount_predictions_loss: 0.4030 76/1594 [>.............................] - ETA: 8:10 - loss: 309.5069 - logits_profile_predictions_loss: 304.3882 - logcount_predictions_loss: 0.4031 77/1594 [>.............................] - ETA: 8:10 - loss: 309.5077 - logits_profile_predictions_loss: 304.3887 - logcount_predictions_loss: 0.4031 78/1594 [>.............................] - ETA: 8:10 - loss: 309.5017 - logits_profile_predictions_loss: 304.3829 - logcount_predictions_loss: 0.4031 79/1594 [>.............................] - ETA: 8:10 - loss: 309.5020 - logits_profile_predictions_loss: 304.3831 - logcount_predictions_loss: 0.4031 80/1594 [>.............................] - ETA: 8:09 - loss: 309.5087 - logits_profile_predictions_loss: 304.3897 - logcount_predictions_loss: 0.4031 81/1594 [>.............................] - ETA: 8:09 - loss: 309.5164 - logits_profile_predictions_loss: 304.3973 - logcount_predictions_loss: 0.4031 82/1594 [>.............................] - ETA: 8:09 - loss: 309.5315 - logits_profile_predictions_loss: 304.4122 - logcount_predictions_loss: 0.4031 83/1594 [>.............................] - ETA: 8:09 - loss: 309.5504 - logits_profile_predictions_loss: 304.4311 - logcount_predictions_loss: 0.4031 84/1594 [>.............................] - ETA: 8:09 - loss: 309.5682 - logits_profile_predictions_loss: 304.4488 - logcount_predictions_loss: 0.4031 85/1594 [>.............................] - ETA: 8:09 - loss: 309.5843 - logits_profile_predictions_loss: 304.4652 - logcount_predictions_loss: 0.4031 86/1594 [>.............................] - ETA: 8:08 - loss: 309.5982 - logits_profile_predictions_loss: 304.4793 - logcount_predictions_loss: 0.4031 87/1594 [>.............................] - ETA: 8:08 - loss: 309.6091 - logits_profile_predictions_loss: 304.4906 - logcount_predictions_loss: 0.4030 88/1594 [>.............................] - ETA: 8:08 - loss: 309.6184 - logits_profile_predictions_loss: 304.5004 - logcount_predictions_loss: 0.4030 89/1594 [>.............................] - ETA: 8:08 - 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logits_profile_predictions_loss: 304.5485 - logcount_predictions_loss: 0.4025 103/1594 [>.............................] - ETA: 8:05 - loss: 309.6625 - logits_profile_predictions_loss: 304.5512 - logcount_predictions_loss: 0.4025 104/1594 [>.............................] - ETA: 8:05 - loss: 309.6641 - logits_profile_predictions_loss: 304.5533 - logcount_predictions_loss: 0.4024 105/1594 [>.............................] - ETA: 8:05 - loss: 309.6645 - logits_profile_predictions_loss: 304.5544 - logcount_predictions_loss: 0.4024 106/1594 [>.............................] - ETA: 8:04 - loss: 309.6646 - logits_profile_predictions_loss: 304.5549 - logcount_predictions_loss: 0.4023 107/1594 [=>............................] - ETA: 8:04 - loss: 309.6666 - logits_profile_predictions_loss: 304.5574 - logcount_predictions_loss: 0.4023 108/1594 [=>............................] - ETA: 8:04 - loss: 309.6653 - logits_profile_predictions_loss: 304.5565 - logcount_predictions_loss: 0.4023 109/1594 [=>............................] - ETA: 8:04 - loss: 309.6669 - logits_profile_predictions_loss: 304.5583 - logcount_predictions_loss: 0.4023 110/1594 [=>............................] - ETA: 8:04 - loss: 309.6701 - logits_profile_predictions_loss: 304.5618 - logcount_predictions_loss: 0.4022 111/1594 [=>............................] - ETA: 8:03 - loss: 309.6710 - logits_profile_predictions_loss: 304.5630 - logcount_predictions_loss: 0.4022 112/1594 [=>............................] - ETA: 8:03 - loss: 309.6704 - logits_profile_predictions_loss: 304.5626 - logcount_predictions_loss: 0.4022 113/1594 [=>............................] - ETA: 8:03 - loss: 309.6681 - logits_profile_predictions_loss: 304.5606 - logcount_predictions_loss: 0.4022 114/1594 [=>............................] - ETA: 8:03 - loss: 309.6662 - logits_profile_predictions_loss: 304.5588 - logcount_predictions_loss: 0.4022 115/1594 [=>............................] - ETA: 8:02 - loss: 309.6679 - 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[===========================>..] - ETA: 22s - loss: 309.1175 - logits_profile_predictions_loss: 304.0722 - logcount_predictions_loss: 0.3973 1527/1594 [===========================>..] - ETA: 22s - loss: 309.1177 - logits_profile_predictions_loss: 304.0724 - logcount_predictions_loss: 0.3973 1528/1594 [===========================>..] - ETA: 22s - loss: 309.1180 - logits_profile_predictions_loss: 304.0726 - logcount_predictions_loss: 0.3973 1529/1594 [===========================>..] - ETA: 21s - loss: 309.1182 - logits_profile_predictions_loss: 304.0729 - logcount_predictions_loss: 0.3973 1530/1594 [===========================>..] - ETA: 21s - loss: 309.1184 - logits_profile_predictions_loss: 304.0731 - logcount_predictions_loss: 0.3973 1531/1594 [===========================>..] - ETA: 21s - loss: 309.1186 - logits_profile_predictions_loss: 304.0733 - logcount_predictions_loss: 0.3973 1532/1594 [===========================>..] - ETA: 20s - loss: 309.1188 - 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[===========================>..] - ETA: 18s - loss: 309.1202 - logits_profile_predictions_loss: 304.0749 - logcount_predictions_loss: 0.3973 1540/1594 [===========================>..] - ETA: 18s - loss: 309.1204 - logits_profile_predictions_loss: 304.0751 - logcount_predictions_loss: 0.3973 1541/1594 [============================>.] - ETA: 17s - loss: 309.1206 - logits_profile_predictions_loss: 304.0753 - logcount_predictions_loss: 0.3973 1542/1594 [============================>.] - ETA: 17s - loss: 309.1208 - logits_profile_predictions_loss: 304.0755 - logcount_predictions_loss: 0.3973 1543/1594 [============================>.] - ETA: 17s - loss: 309.1209 - logits_profile_predictions_loss: 304.0757 - logcount_predictions_loss: 0.3973 1544/1594 [============================>.] - ETA: 16s - loss: 309.1211 - logits_profile_predictions_loss: 304.0759 - logcount_predictions_loss: 0.3973 1545/1594 [============================>.] - ETA: 16s - loss: 309.1214 - logits_profile_predictions_loss: 304.0761 - logcount_predictions_loss: 0.3973 1546/1594 [============================>.] - ETA: 16s - loss: 309.1216 - logits_profile_predictions_loss: 304.0763 - logcount_predictions_loss: 0.3973 1547/1594 [============================>.] - ETA: 15s - loss: 309.1218 - logits_profile_predictions_loss: 304.0765 - logcount_predictions_loss: 0.3973 1548/1594 [============================>.] - ETA: 15s - loss: 309.1220 - logits_profile_predictions_loss: 304.0767 - logcount_predictions_loss: 0.3973 1549/1594 [============================>.] - ETA: 15s - loss: 309.1222 - logits_profile_predictions_loss: 304.0769 - logcount_predictions_loss: 0.3973 1550/1594 [============================>.] - ETA: 14s - loss: 309.1224 - logits_profile_predictions_loss: 304.0771 - logcount_predictions_loss: 0.3973 1551/1594 [============================>.] - ETA: 14s - loss: 309.1226 - logits_profile_predictions_loss: 304.0773 - logcount_predictions_loss: 0.3973 1552/1594 [============================>.] - ETA: 14s - loss: 309.1228 - logits_profile_predictions_loss: 304.0776 - logcount_predictions_loss: 0.3973 1553/1594 [============================>.] - ETA: 13s - loss: 309.1230 - logits_profile_predictions_loss: 304.0778 - logcount_predictions_loss: 0.3973 1554/1594 [============================>.] - ETA: 13s - loss: 309.1232 - logits_profile_predictions_loss: 304.0780 - logcount_predictions_loss: 0.3973 1555/1594 [============================>.] - ETA: 13s - loss: 309.1234 - logits_profile_predictions_loss: 304.0782 - logcount_predictions_loss: 0.3973 1556/1594 [============================>.] - ETA: 12s - loss: 309.1236 - logits_profile_predictions_loss: 304.0784 - logcount_predictions_loss: 0.3973 1557/1594 [============================>.] - ETA: 12s - loss: 309.1238 - logits_profile_predictions_loss: 304.0787 - logcount_predictions_loss: 0.3973 1558/1594 [============================>.] - ETA: 12s - loss: 309.1241 - 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[============================>.] - ETA: 9s - loss: 309.1256 - logits_profile_predictions_loss: 304.0804 - logcount_predictions_loss: 0.3973  1566/1594 [============================>.] - ETA: 9s - loss: 309.1258 - logits_profile_predictions_loss: 304.0807 - logcount_predictions_loss: 0.3973 1567/1594 [============================>.] - ETA: 9s - loss: 309.1260 - logits_profile_predictions_loss: 304.0809 - logcount_predictions_loss: 0.3973 1568/1594 [============================>.] - ETA: 8s - loss: 309.1263 - logits_profile_predictions_loss: 304.0811 - logcount_predictions_loss: 0.3973 1569/1594 [============================>.] - ETA: 8s - loss: 309.1265 - logits_profile_predictions_loss: 304.0814 - logcount_predictions_loss: 0.3973 1570/1594 [============================>.] - ETA: 8s - loss: 309.1267 - logits_profile_predictions_loss: 304.0816 - logcount_predictions_loss: 0.3973 1571/1594 [============================>.] - ETA: 7s - loss: 309.1269 - logits_profile_predictions_loss: 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loss: 309.1282 - logits_profile_predictions_loss: 304.0831 - logcount_predictions_loss: 0.3973 1579/1594 [============================>.] - ETA: 5s - loss: 309.1283 - logits_profile_predictions_loss: 304.0833 - logcount_predictions_loss: 0.3973 1580/1594 [============================>.] - ETA: 4s - loss: 309.1285 - logits_profile_predictions_loss: 304.0834 - logcount_predictions_loss: 0.3973 1581/1594 [============================>.] - ETA: 4s - loss: 309.1286 - logits_profile_predictions_loss: 304.0835 - logcount_predictions_loss: 0.3973 1582/1594 [============================>.] - ETA: 4s - loss: 309.1287 - logits_profile_predictions_loss: 304.0837 - logcount_predictions_loss: 0.3972 1583/1594 [============================>.] - ETA: 3s - loss: 309.1288 - logits_profile_predictions_loss: 304.0838 - logcount_predictions_loss: 0.3972 1584/1594 [============================>.] - ETA: 3s - loss: 309.1290 - logits_profile_predictions_loss: 304.0839 - logcount_predictions_loss: 0.3972 1585/1594 [============================>.] - ETA: 3s - loss: 309.1291 - logits_profile_predictions_loss: 304.0841 - logcount_predictions_loss: 0.3972 1586/1594 [============================>.] - ETA: 2s - loss: 309.1292 - logits_profile_predictions_loss: 304.0842 - logcount_predictions_loss: 0.3972 1587/1594 [============================>.] - ETA: 2s - loss: 309.1294 - logits_profile_predictions_loss: 304.0844 - logcount_predictions_loss: 0.3972 1588/1594 [============================>.] - ETA: 2s - loss: 309.1295 - logits_profile_predictions_loss: 304.0845 - logcount_predictions_loss: 0.3972 1589/1594 [============================>.] - ETA: 1s - loss: 309.1297 - logits_profile_predictions_loss: 304.0847 - logcount_predictions_loss: 0.3972 1590/1594 [============================>.] - ETA: 1s - loss: 309.1298 - logits_profile_predictions_loss: 304.0849 - logcount_predictions_loss: 0.3972 1591/1594 [============================>.] - ETA: 1s - loss: 309.1300 - logits_profile_predictions_loss: 304.0850 - logcount_predictions_loss: 0.3972 1592/1594 [============================>.] - ETA: 0s - loss: 309.1301 - logits_profile_predictions_loss: 304.0852 - logcount_predictions_loss: 0.3972 1593/1594 [============================>.] - ETA: 0s - loss: 309.1303 - logits_profile_predictions_loss: 304.0854 - logcount_predictions_loss: 0.3972 1594/1594 [==============================] - ETA: 0s - loss: 309.1305 - logits_profile_predictions_loss: 304.0855 - logcount_predictions_loss: 0.3972 1594/1594 [==============================] - 557s 350ms/step - loss: 309.1307 - logits_profile_predictions_loss: 304.0857 - logcount_predictions_loss: 0.3972 - val_loss: 351.0433 - val_logits_profile_predictions_loss: 345.1073 - val_logcount_predictions_loss: 0.4674 Epoch 00009: val_loss did not improve from 350.17654 Epoch 10/50 1/1594 [..............................] - ETA: 8:28 - loss: 347.3802 - logits_profile_predictions_loss: 343.0221 - logcount_predictions_loss: 0.3432 2/1594 [..............................] - ETA: 8:19 - loss: 337.7481 - logits_profile_predictions_loss: 333.2379 - logcount_predictions_loss: 0.3551 3/1594 [..............................] - ETA: 8:20 - loss: 326.6509 - logits_profile_predictions_loss: 321.9468 - logcount_predictions_loss: 0.3704 4/1594 [..............................] - ETA: 8:21 - loss: 320.4720 - logits_profile_predictions_loss: 315.5977 - logcount_predictions_loss: 0.3838 5/1594 [..............................] - ETA: 8:21 - loss: 316.0885 - logits_profile_predictions_loss: 311.1328 - logcount_predictions_loss: 0.3902 6/1594 [..............................] - ETA: 8:21 - loss: 313.7685 - logits_profile_predictions_loss: 308.7625 - logcount_predictions_loss: 0.3942 7/1594 [..............................] - ETA: 8:21 - loss: 312.8999 - logits_profile_predictions_loss: 307.8757 - logcount_predictions_loss: 0.3956 8/1594 [..............................] - ETA: 8:21 - loss: 312.2332 - logits_profile_predictions_loss: 307.2176 - logcount_predictions_loss: 0.3949 9/1594 [..............................] - ETA: 8:20 - loss: 311.6558 - logits_profile_predictions_loss: 306.6480 - logcount_predictions_loss: 0.3943 10/1594 [..............................] - ETA: 8:20 - loss: 311.6250 - logits_profile_predictions_loss: 306.6246 - logcount_predictions_loss: 0.3937 11/1594 [..............................] - ETA: 8:20 - loss: 311.6757 - logits_profile_predictions_loss: 306.6755 - logcount_predictions_loss: 0.3937 12/1594 [..............................] - ETA: 8:20 - loss: 311.8267 - logits_profile_predictions_loss: 306.8257 - logcount_predictions_loss: 0.3938 13/1594 [..............................] - ETA: 8:20 - loss: 311.9855 - logits_profile_predictions_loss: 306.9877 - logcount_predictions_loss: 0.3935 14/1594 [..............................] - ETA: 8:19 - loss: 312.1433 - logits_profile_predictions_loss: 307.1584 - logcount_predictions_loss: 0.3925 15/1594 [..............................] - ETA: 8:19 - loss: 312.1547 - logits_profile_predictions_loss: 307.1807 - logcount_predictions_loss: 0.3917 16/1594 [..............................] - ETA: 8:19 - loss: 312.2132 - logits_profile_predictions_loss: 307.2481 - logcount_predictions_loss: 0.3909 17/1594 [..............................] - ETA: 8:19 - loss: 312.3949 - logits_profile_predictions_loss: 307.4345 - logcount_predictions_loss: 0.3906 18/1594 [..............................] - ETA: 8:19 - loss: 312.5453 - logits_profile_predictions_loss: 307.5867 - logcount_predictions_loss: 0.3904 19/1594 [..............................] - ETA: 8:19 - loss: 312.7328 - logits_profile_predictions_loss: 307.7798 - logcount_predictions_loss: 0.3900 20/1594 [..............................] - ETA: 8:18 - loss: 312.9210 - logits_profile_predictions_loss: 307.9716 - logcount_predictions_loss: 0.3897 21/1594 [..............................] - ETA: 8:18 - loss: 313.0760 - logits_profile_predictions_loss: 308.1339 - logcount_predictions_loss: 0.3891 22/1594 [..............................] - ETA: 8:18 - loss: 313.1297 - logits_profile_predictions_loss: 308.1901 - logcount_predictions_loss: 0.3889 23/1594 [..............................] - ETA: 8:18 - loss: 313.1570 - logits_profile_predictions_loss: 308.2201 - logcount_predictions_loss: 0.3887 24/1594 [..............................] - ETA: 8:18 - loss: 313.1354 - logits_profile_predictions_loss: 308.2020 - logcount_predictions_loss: 0.3885 25/1594 [..............................] - ETA: 8:18 - loss: 313.1657 - logits_profile_predictions_loss: 308.2365 - logcount_predictions_loss: 0.3881 26/1594 [..............................] - ETA: 8:17 - loss: 313.2137 - logits_profile_predictions_loss: 308.2872 - logcount_predictions_loss: 0.3879 27/1594 [..............................] - ETA: 8:17 - loss: 313.2818 - logits_profile_predictions_loss: 308.3562 - logcount_predictions_loss: 0.3878 28/1594 [..............................] - ETA: 8:17 - loss: 313.3551 - logits_profile_predictions_loss: 308.4300 - logcount_predictions_loss: 0.3878 29/1594 [..............................] - ETA: 8:17 - loss: 313.4302 - logits_profile_predictions_loss: 308.5062 - logcount_predictions_loss: 0.3877 30/1594 [..............................] - ETA: 8:17 - loss: 313.4784 - logits_profile_predictions_loss: 308.5565 - logcount_predictions_loss: 0.3875 31/1594 [..............................] - ETA: 8:16 - loss: 313.5132 - logits_profile_predictions_loss: 308.5935 - logcount_predictions_loss: 0.3874 32/1594 [..............................] - ETA: 8:16 - loss: 313.5255 - logits_profile_predictions_loss: 308.6074 - logcount_predictions_loss: 0.3872 33/1594 [..............................] - ETA: 8:16 - loss: 313.5394 - logits_profile_predictions_loss: 308.6239 - logcount_predictions_loss: 0.3870 34/1594 [..............................] - ETA: 8:16 - loss: 313.5644 - logits_profile_predictions_loss: 308.6520 - logcount_predictions_loss: 0.3868 35/1594 [..............................] - ETA: 8:16 - loss: 313.5928 - logits_profile_predictions_loss: 308.6838 - logcount_predictions_loss: 0.3865 36/1594 [..............................] - ETA: 8:15 - loss: 313.6083 - logits_profile_predictions_loss: 308.7028 - logcount_predictions_loss: 0.3863 37/1594 [..............................] - ETA: 8:15 - loss: 313.5988 - logits_profile_predictions_loss: 308.6976 - logcount_predictions_loss: 0.3859 38/1594 [..............................] - ETA: 8:15 - loss: 313.5719 - logits_profile_predictions_loss: 308.6745 - logcount_predictions_loss: 0.3856 39/1594 [..............................] - ETA: 8:15 - loss: 313.5678 - logits_profile_predictions_loss: 308.6749 - logcount_predictions_loss: 0.3853 40/1594 [..............................] - ETA: 8:15 - loss: 313.5599 - logits_profile_predictions_loss: 308.6718 - logcount_predictions_loss: 0.3849 41/1594 [..............................] - ETA: 8:15 - loss: 313.5309 - logits_profile_predictions_loss: 308.6465 - logcount_predictions_loss: 0.3846 42/1594 [..............................] - ETA: 8:15 - loss: 313.4787 - logits_profile_predictions_loss: 308.5979 - logcount_predictions_loss: 0.3843 43/1594 [..............................] - ETA: 8:15 - loss: 313.4407 - logits_profile_predictions_loss: 308.5637 - logcount_predictions_loss: 0.3840 44/1594 [..............................] - ETA: 8:14 - loss: 313.3884 - logits_profile_predictions_loss: 308.5148 - logcount_predictions_loss: 0.3837 45/1594 [..............................] - ETA: 8:14 - loss: 313.3338 - logits_profile_predictions_loss: 308.4626 - logcount_predictions_loss: 0.3836 46/1594 [..............................] - ETA: 8:14 - loss: 313.2755 - logits_profile_predictions_loss: 308.4065 - logcount_predictions_loss: 0.3834 47/1594 [..............................] - ETA: 8:14 - loss: 313.2169 - logits_profile_predictions_loss: 308.3503 - logcount_predictions_loss: 0.3832 48/1594 [..............................] - ETA: 8:14 - loss: 313.1559 - logits_profile_predictions_loss: 308.2917 - logcount_predictions_loss: 0.3830 49/1594 [..............................] - ETA: 8:14 - loss: 313.0896 - logits_profile_predictions_loss: 308.2277 - logcount_predictions_loss: 0.3828 50/1594 [..............................] - ETA: 8:14 - loss: 313.0404 - logits_profile_predictions_loss: 308.1809 - logcount_predictions_loss: 0.3826 51/1594 [..............................] - ETA: 8:14 - loss: 312.9822 - logits_profile_predictions_loss: 308.1247 - logcount_predictions_loss: 0.3825 52/1594 [..............................] - ETA: 8:14 - loss: 312.9182 - logits_profile_predictions_loss: 308.0630 - logcount_predictions_loss: 0.3823 53/1594 [..............................] - ETA: 8:14 - loss: 312.8715 - logits_profile_predictions_loss: 308.0184 - logcount_predictions_loss: 0.3821 54/1594 [>.............................] - ETA: 8:14 - loss: 312.8206 - logits_profile_predictions_loss: 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[=====>........................] - ETA: 7:03 - loss: 308.2642 - logits_profile_predictions_loss: 303.7014 - logcount_predictions_loss: 0.3593 323/1594 [=====>........................] - ETA: 7:02 - loss: 308.2585 - logits_profile_predictions_loss: 303.6962 - logcount_predictions_loss: 0.3592 324/1594 [=====>........................] - ETA: 7:02 - loss: 308.2526 - logits_profile_predictions_loss: 303.6908 - logcount_predictions_loss: 0.3592 325/1594 [=====>........................] - ETA: 7:02 - loss: 308.2469 - logits_profile_predictions_loss: 303.6855 - logcount_predictions_loss: 0.3592 326/1594 [=====>........................] - ETA: 7:01 - loss: 308.2411 - logits_profile_predictions_loss: 303.6802 - logcount_predictions_loss: 0.3591 327/1594 [=====>........................] - ETA: 7:01 - loss: 308.2352 - logits_profile_predictions_loss: 303.6747 - logcount_predictions_loss: 0.3591 328/1594 [=====>........................] - ETA: 7:01 - loss: 308.2296 - 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[============================>.] - ETA: 12s - loss: 305.8488 - logits_profile_predictions_loss: 301.5028 - logcount_predictions_loss: 0.3422 1558/1594 [============================>.] - ETA: 12s - loss: 305.8482 - logits_profile_predictions_loss: 301.5022 - logcount_predictions_loss: 0.3422 1559/1594 [============================>.] - ETA: 11s - loss: 305.8475 - logits_profile_predictions_loss: 301.5016 - logcount_predictions_loss: 0.3422 1560/1594 [============================>.] - ETA: 11s - loss: 305.8469 - logits_profile_predictions_loss: 301.5011 - logcount_predictions_loss: 0.3422 1561/1594 [============================>.] - ETA: 11s - loss: 305.8462 - logits_profile_predictions_loss: 301.5005 - logcount_predictions_loss: 0.3422 1562/1594 [============================>.] - ETA: 10s - loss: 305.8455 - logits_profile_predictions_loss: 301.4999 - logcount_predictions_loss: 0.3422 1563/1594 [============================>.] - ETA: 10s - loss: 305.8449 - 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1590/1594 [============================>.] - ETA: 1s - loss: 305.8279 - logits_profile_predictions_loss: 301.4845 - logcount_predictions_loss: 0.3420 1591/1594 [============================>.] - ETA: 1s - loss: 305.8273 - logits_profile_predictions_loss: 301.4839 - logcount_predictions_loss: 0.3420 1592/1594 [============================>.] - ETA: 0s - loss: 305.8266 - logits_profile_predictions_loss: 301.4834 - logcount_predictions_loss: 0.3420 1593/1594 [============================>.] - ETA: 0s - loss: 305.8260 - logits_profile_predictions_loss: 301.4828 - logcount_predictions_loss: 0.3420 1594/1594 [==============================] - ETA: 0s - loss: 305.8254 - logits_profile_predictions_loss: 301.4823 - logcount_predictions_loss: 0.3420 1594/1594 [==============================] - 559s 351ms/step - loss: 305.8248 - logits_profile_predictions_loss: 301.4817 - logcount_predictions_loss: 0.3420 - val_loss: 351.7164 - val_logits_profile_predictions_loss: 345.6657 - val_logcount_predictions_loss: 0.4764 Epoch 00010: val_loss did not improve from 350.17654 Epoch 11/50 1/1594 [..............................] - ETA: 8:29 - loss: 308.2779 - logits_profile_predictions_loss: 304.8751 - logcount_predictions_loss: 0.2679 2/1594 [..............................] - ETA: 8:20 - loss: 307.6841 - logits_profile_predictions_loss: 303.5185 - logcount_predictions_loss: 0.3280 3/1594 [..............................] - ETA: 8:21 - loss: 309.1553 - logits_profile_predictions_loss: 304.6832 - logcount_predictions_loss: 0.3521 4/1594 [..............................] - ETA: 8:22 - loss: 309.3300 - logits_profile_predictions_loss: 304.7314 - logcount_predictions_loss: 0.3621 5/1594 [..............................] - ETA: 8:22 - loss: 308.2228 - logits_profile_predictions_loss: 303.5500 - logcount_predictions_loss: 0.3679 6/1594 [..............................] - ETA: 8:21 - loss: 307.5061 - logits_profile_predictions_loss: 302.8185 - logcount_predictions_loss: 0.3691 7/1594 [..............................] - ETA: 8:21 - loss: 307.1653 - logits_profile_predictions_loss: 302.4918 - logcount_predictions_loss: 0.3680 8/1594 [..............................] - ETA: 8:21 - loss: 306.4573 - logits_profile_predictions_loss: 301.8177 - logcount_predictions_loss: 0.3653 9/1594 [..............................] - ETA: 8:21 - loss: 306.0364 - logits_profile_predictions_loss: 301.4437 - logcount_predictions_loss: 0.3616 10/1594 [..............................] - ETA: 8:21 - loss: 306.0152 - logits_profile_predictions_loss: 301.4632 - logcount_predictions_loss: 0.3584 11/1594 [..............................] - ETA: 8:21 - loss: 306.0108 - logits_profile_predictions_loss: 301.4956 - logcount_predictions_loss: 0.3555 12/1594 [..............................] - ETA: 8:21 - loss: 305.6474 - logits_profile_predictions_loss: 301.1609 - logcount_predictions_loss: 0.3533 13/1594 [..............................] - ETA: 8:20 - loss: 305.4301 - logits_profile_predictions_loss: 300.9754 - logcount_predictions_loss: 0.3508 14/1594 [..............................] - ETA: 8:20 - loss: 305.3144 - logits_profile_predictions_loss: 300.8942 - logcount_predictions_loss: 0.3480 15/1594 [..............................] - ETA: 8:20 - loss: 305.0995 - logits_profile_predictions_loss: 300.7110 - logcount_predictions_loss: 0.3456 16/1594 [..............................] - ETA: 8:20 - loss: 304.8470 - logits_profile_predictions_loss: 300.4917 - logcount_predictions_loss: 0.3429 17/1594 [..............................] - ETA: 8:20 - loss: 304.5934 - logits_profile_predictions_loss: 300.2665 - logcount_predictions_loss: 0.3407 18/1594 [..............................] - ETA: 8:20 - loss: 304.4167 - logits_profile_predictions_loss: 300.1171 - logcount_predictions_loss: 0.3386 19/1594 [..............................] - ETA: 8:20 - loss: 304.3329 - logits_profile_predictions_loss: 300.0586 - logcount_predictions_loss: 0.3366 20/1594 [..............................] - ETA: 8:20 - loss: 304.2893 - logits_profile_predictions_loss: 300.0386 - logcount_predictions_loss: 0.3347 21/1594 [..............................] - ETA: 8:20 - loss: 304.2986 - logits_profile_predictions_loss: 300.0708 - logcount_predictions_loss: 0.3329 22/1594 [..............................] - ETA: 8:19 - loss: 304.3579 - logits_profile_predictions_loss: 300.1507 - logcount_predictions_loss: 0.3313 23/1594 [..............................] - ETA: 8:19 - loss: 304.4113 - logits_profile_predictions_loss: 300.2230 - logcount_predictions_loss: 0.3298 24/1594 [..............................] - ETA: 8:19 - loss: 304.4483 - logits_profile_predictions_loss: 300.2779 - logcount_predictions_loss: 0.3284 25/1594 [..............................] - ETA: 8:19 - loss: 304.5031 - logits_profile_predictions_loss: 300.3476 - logcount_predictions_loss: 0.3272 26/1594 [..............................] - ETA: 8:19 - loss: 304.5746 - logits_profile_predictions_loss: 300.4320 - logcount_predictions_loss: 0.3262 27/1594 [..............................] - ETA: 8:18 - loss: 304.6429 - logits_profile_predictions_loss: 300.5110 - logcount_predictions_loss: 0.3253 28/1594 [..............................] - ETA: 8:18 - loss: 304.6252 - logits_profile_predictions_loss: 300.5049 - logcount_predictions_loss: 0.3244 29/1594 [..............................] - ETA: 8:18 - loss: 304.6237 - logits_profile_predictions_loss: 300.5153 - logcount_predictions_loss: 0.3235 30/1594 [..............................] - ETA: 8:18 - loss: 304.6140 - logits_profile_predictions_loss: 300.5170 - logcount_predictions_loss: 0.3226 31/1594 [..............................] - ETA: 8:18 - loss: 304.6101 - logits_profile_predictions_loss: 300.5237 - logcount_predictions_loss: 0.3218 32/1594 [..............................] - ETA: 8:17 - loss: 304.5430 - logits_profile_predictions_loss: 300.4652 - logcount_predictions_loss: 0.3211 33/1594 [..............................] - ETA: 8:17 - loss: 304.4812 - logits_profile_predictions_loss: 300.4108 - logcount_predictions_loss: 0.3205 34/1594 [..............................] - ETA: 8:17 - loss: 304.4150 - logits_profile_predictions_loss: 300.3506 - logcount_predictions_loss: 0.3200 35/1594 [..............................] - ETA: 8:17 - loss: 304.3787 - logits_profile_predictions_loss: 300.3194 - logcount_predictions_loss: 0.3196 36/1594 [..............................] - ETA: 8:17 - loss: 304.3508 - logits_profile_predictions_loss: 300.2963 - logcount_predictions_loss: 0.3192 37/1594 [..............................] - ETA: 8:17 - loss: 304.3209 - logits_profile_predictions_loss: 300.2718 - logcount_predictions_loss: 0.3188 38/1594 [..............................] - ETA: 8:17 - loss: 304.2868 - logits_profile_predictions_loss: 300.2430 - logcount_predictions_loss: 0.3184 39/1594 [..............................] - ETA: 8:16 - loss: 304.2511 - logits_profile_predictions_loss: 300.2122 - logcount_predictions_loss: 0.3180 40/1594 [..............................] - ETA: 8:16 - loss: 304.2170 - logits_profile_predictions_loss: 300.1819 - logcount_predictions_loss: 0.3177 41/1594 [..............................] - ETA: 8:16 - loss: 304.1982 - logits_profile_predictions_loss: 300.1671 - logcount_predictions_loss: 0.3174 42/1594 [..............................] - ETA: 8:16 - loss: 304.1888 - logits_profile_predictions_loss: 300.1615 - logcount_predictions_loss: 0.3171 43/1594 [..............................] - ETA: 8:16 - loss: 304.1821 - logits_profile_predictions_loss: 300.1582 - logcount_predictions_loss: 0.3168 44/1594 [..............................] - ETA: 8:16 - loss: 304.1935 - logits_profile_predictions_loss: 300.1728 - logcount_predictions_loss: 0.3166 45/1594 [..............................] - ETA: 8:16 - loss: 304.2191 - logits_profile_predictions_loss: 300.2014 - logcount_predictions_loss: 0.3163 46/1594 [..............................] - ETA: 8:16 - loss: 304.2425 - logits_profile_predictions_loss: 300.2274 - logcount_predictions_loss: 0.3161 47/1594 [..............................] - ETA: 8:16 - loss: 304.2636 - logits_profile_predictions_loss: 300.2507 - logcount_predictions_loss: 0.3160 48/1594 [..............................] - ETA: 8:16 - loss: 304.2809 - logits_profile_predictions_loss: 300.2702 - logcount_predictions_loss: 0.3158 49/1594 [..............................] - ETA: 8:16 - loss: 304.2959 - logits_profile_predictions_loss: 300.2873 - logcount_predictions_loss: 0.3156 50/1594 [..............................] - ETA: 8:16 - loss: 304.3144 - logits_profile_predictions_loss: 300.3076 - logcount_predictions_loss: 0.3155 51/1594 [..............................] - ETA: 8:16 - loss: 304.3386 - logits_profile_predictions_loss: 300.3339 - logcount_predictions_loss: 0.3153 52/1594 [..............................] - ETA: 8:16 - loss: 304.3461 - logits_profile_predictions_loss: 300.3434 - logcount_predictions_loss: 0.3152 53/1594 [..............................] - ETA: 8:16 - loss: 304.3462 - logits_profile_predictions_loss: 300.3457 - logcount_predictions_loss: 0.3150 54/1594 [>.............................] - ETA: 8:16 - loss: 304.3402 - logits_profile_predictions_loss: 300.3418 - logcount_predictions_loss: 0.3148 55/1594 [>.............................] - ETA: 8:16 - loss: 304.3360 - logits_profile_predictions_loss: 300.3403 - logcount_predictions_loss: 0.3146 56/1594 [>.............................] - ETA: 8:16 - loss: 304.3234 - logits_profile_predictions_loss: 300.3303 - logcount_predictions_loss: 0.3144 57/1594 [>.............................] - ETA: 8:15 - loss: 304.3106 - logits_profile_predictions_loss: 300.3199 - logcount_predictions_loss: 0.3142 58/1594 [>.............................] - ETA: 8:15 - loss: 304.3006 - logits_profile_predictions_loss: 300.3120 - logcount_predictions_loss: 0.3141 59/1594 [>.............................] - ETA: 8:15 - loss: 304.2785 - logits_profile_predictions_loss: 300.2924 - logcount_predictions_loss: 0.3139 60/1594 [>.............................] - ETA: 8:15 - loss: 304.2511 - logits_profile_predictions_loss: 300.2677 - logcount_predictions_loss: 0.3137 61/1594 [>.............................] - ETA: 8:15 - loss: 304.2186 - logits_profile_predictions_loss: 300.2377 - logcount_predictions_loss: 0.3135 62/1594 [>.............................] - ETA: 8:15 - loss: 304.1945 - logits_profile_predictions_loss: 300.2160 - logcount_predictions_loss: 0.3133 63/1594 [>.............................] - ETA: 8:15 - loss: 304.1722 - logits_profile_predictions_loss: 300.1962 - logcount_predictions_loss: 0.3131 64/1594 [>.............................] - ETA: 8:15 - loss: 304.1531 - logits_profile_predictions_loss: 300.1796 - logcount_predictions_loss: 0.3129 65/1594 [>.............................] - ETA: 8:15 - loss: 304.1324 - logits_profile_predictions_loss: 300.1616 - logcount_predictions_loss: 0.3127 66/1594 [>.............................] - ETA: 8:15 - loss: 304.1130 - logits_profile_predictions_loss: 300.1450 - logcount_predictions_loss: 0.3124 67/1594 [>.............................] - ETA: 8:14 - loss: 304.0880 - logits_profile_predictions_loss: 300.1224 - logcount_predictions_loss: 0.3123 68/1594 [>.............................] - ETA: 8:14 - loss: 304.0753 - logits_profile_predictions_loss: 300.1120 - logcount_predictions_loss: 0.3121 69/1594 [>.............................] - ETA: 8:14 - loss: 304.0587 - logits_profile_predictions_loss: 300.0976 - logcount_predictions_loss: 0.3119 70/1594 [>.............................] - ETA: 8:14 - loss: 304.0483 - logits_profile_predictions_loss: 300.0892 - logcount_predictions_loss: 0.3117 71/1594 [>.............................] - ETA: 8:14 - loss: 304.0382 - logits_profile_predictions_loss: 300.0807 - logcount_predictions_loss: 0.3116 72/1594 [>.............................] - ETA: 8:14 - loss: 304.0355 - logits_profile_predictions_loss: 300.0797 - logcount_predictions_loss: 0.3115 73/1594 [>.............................] - ETA: 8:14 - loss: 304.0303 - logits_profile_predictions_loss: 300.0759 - logcount_predictions_loss: 0.3114 74/1594 [>.............................] - ETA: 8:14 - loss: 304.0274 - logits_profile_predictions_loss: 300.0745 - logcount_predictions_loss: 0.3113 75/1594 [>.............................] - ETA: 8:13 - loss: 304.0210 - logits_profile_predictions_loss: 300.0694 - logcount_predictions_loss: 0.3111 76/1594 [>.............................] - ETA: 8:13 - loss: 304.0130 - logits_profile_predictions_loss: 300.0625 - logcount_predictions_loss: 0.3111 77/1594 [>.............................] - ETA: 8:13 - loss: 304.0069 - logits_profile_predictions_loss: 300.0577 - logcount_predictions_loss: 0.3110 78/1594 [>.............................] - ETA: 8:13 - loss: 303.9991 - logits_profile_predictions_loss: 300.0512 - logcount_predictions_loss: 0.3109 79/1594 [>.............................] - ETA: 8:13 - loss: 303.9940 - logits_profile_predictions_loss: 300.0475 - logcount_predictions_loss: 0.3108 80/1594 [>.............................] - ETA: 8:13 - loss: 303.9902 - logits_profile_predictions_loss: 300.0450 - logcount_predictions_loss: 0.3106 81/1594 [>.............................] - ETA: 8:12 - loss: 303.9849 - logits_profile_predictions_loss: 300.0411 - logcount_predictions_loss: 0.3105 82/1594 [>.............................] - ETA: 8:12 - loss: 303.9727 - logits_profile_predictions_loss: 300.0302 - logcount_predictions_loss: 0.3104 83/1594 [>.............................] - ETA: 8:12 - loss: 303.9596 - logits_profile_predictions_loss: 300.0182 - logcount_predictions_loss: 0.3103 84/1594 [>.............................] - ETA: 8:12 - loss: 303.9423 - logits_profile_predictions_loss: 300.0017 - logcount_predictions_loss: 0.3103 85/1594 [>.............................] - ETA: 8:12 - loss: 303.9209 - logits_profile_predictions_loss: 299.9812 - logcount_predictions_loss: 0.3102 86/1594 [>.............................] - ETA: 8:12 - loss: 303.8982 - logits_profile_predictions_loss: 299.9594 - logcount_predictions_loss: 0.3101 87/1594 [>.............................] - ETA: 8:11 - loss: 303.8788 - logits_profile_predictions_loss: 299.9408 - logcount_predictions_loss: 0.3101 88/1594 [>.............................] - ETA: 8:11 - loss: 303.8603 - logits_profile_predictions_loss: 299.9231 - logcount_predictions_loss: 0.3100 89/1594 [>.............................] - ETA: 8:11 - loss: 303.8369 - logits_profile_predictions_loss: 299.9003 - logcount_predictions_loss: 0.3100 90/1594 [>.............................] - ETA: 8:11 - loss: 303.8120 - logits_profile_predictions_loss: 299.8759 - logcount_predictions_loss: 0.3099 91/1594 [>.............................] - ETA: 8:11 - loss: 303.7883 - logits_profile_predictions_loss: 299.8527 - logcount_predictions_loss: 0.3099 92/1594 [>.............................] - ETA: 8:10 - loss: 303.7623 - logits_profile_predictions_loss: 299.8271 - logcount_predictions_loss: 0.3099 93/1594 [>.............................] - ETA: 8:10 - loss: 303.7357 - logits_profile_predictions_loss: 299.8008 - logcount_predictions_loss: 0.3098 94/1594 [>.............................] - ETA: 8:10 - loss: 303.7122 - logits_profile_predictions_loss: 299.7775 - logcount_predictions_loss: 0.3098 95/1594 [>.............................] - ETA: 8:10 - loss: 303.6865 - logits_profile_predictions_loss: 299.7520 - logcount_predictions_loss: 0.3098 96/1594 [>.............................] - ETA: 8:10 - loss: 303.6612 - logits_profile_predictions_loss: 299.7269 - logcount_predictions_loss: 0.3098 97/1594 [>.............................] - ETA: 8:10 - loss: 303.6391 - logits_profile_predictions_loss: 299.7050 - logcount_predictions_loss: 0.3098 98/1594 [>.............................] - ETA: 8:09 - loss: 303.6177 - logits_profile_predictions_loss: 299.6839 - logcount_predictions_loss: 0.3097 99/1594 [>.............................] - ETA: 8:09 - loss: 303.5959 - logits_profile_predictions_loss: 299.6625 - logcount_predictions_loss: 0.3097 100/1594 [>.............................] - ETA: 8:09 - loss: 303.5759 - logits_profile_predictions_loss: 299.6430 - logcount_predictions_loss: 0.3097 101/1594 [>.............................] - ETA: 8:09 - loss: 303.5556 - logits_profile_predictions_loss: 299.6231 - logcount_predictions_loss: 0.3096 102/1594 [>.............................] - ETA: 8:08 - loss: 303.5354 - logits_profile_predictions_loss: 299.6035 - logcount_predictions_loss: 0.3096 103/1594 [>.............................] - ETA: 8:08 - loss: 303.5163 - logits_profile_predictions_loss: 299.5849 - logcount_predictions_loss: 0.3096 104/1594 [>.............................] - ETA: 8:08 - loss: 303.4963 - logits_profile_predictions_loss: 299.5653 - logcount_predictions_loss: 0.3095 105/1594 [>.............................] - ETA: 8:08 - loss: 303.4776 - logits_profile_predictions_loss: 299.5471 - logcount_predictions_loss: 0.3095 106/1594 [>.............................] - ETA: 8:08 - loss: 303.4593 - logits_profile_predictions_loss: 299.5291 - logcount_predictions_loss: 0.3095 107/1594 [=>............................] - ETA: 8:07 - loss: 303.4390 - logits_profile_predictions_loss: 299.5092 - logcount_predictions_loss: 0.3094 108/1594 [=>............................] - ETA: 8:07 - loss: 303.4229 - logits_profile_predictions_loss: 299.4933 - logcount_predictions_loss: 0.3094 109/1594 [=>............................] - ETA: 8:07 - loss: 303.4110 - logits_profile_predictions_loss: 299.4819 - logcount_predictions_loss: 0.3094 110/1594 [=>............................] - ETA: 8:07 - loss: 303.4009 - logits_profile_predictions_loss: 299.4722 - logcount_predictions_loss: 0.3093 111/1594 [=>............................] - ETA: 8:06 - loss: 303.3910 - logits_profile_predictions_loss: 299.4629 - logcount_predictions_loss: 0.3093 112/1594 [=>............................] - ETA: 8:06 - loss: 303.3811 - logits_profile_predictions_loss: 299.4536 - logcount_predictions_loss: 0.3093 113/1594 [=>............................] - ETA: 8:06 - loss: 303.3691 - logits_profile_predictions_loss: 299.4423 - logcount_predictions_loss: 0.3092 114/1594 [=>............................] - ETA: 8:06 - loss: 303.3577 - logits_profile_predictions_loss: 299.4315 - logcount_predictions_loss: 0.3091 115/1594 [=>............................] - ETA: 8:06 - loss: 303.3450 - logits_profile_predictions_loss: 299.4195 - logcount_predictions_loss: 0.3091 116/1594 [=>............................] - ETA: 8:05 - loss: 303.3314 - logits_profile_predictions_loss: 299.4067 - logcount_predictions_loss: 0.3090 117/1594 [=>............................] - ETA: 8:05 - loss: 303.3189 - logits_profile_predictions_loss: 299.3948 - logcount_predictions_loss: 0.3090 118/1594 [=>............................] - ETA: 8:05 - loss: 303.3058 - logits_profile_predictions_loss: 299.3824 - logcount_predictions_loss: 0.3089 119/1594 [=>............................] - ETA: 8:05 - loss: 303.2910 - logits_profile_predictions_loss: 299.3683 - logcount_predictions_loss: 0.3089 120/1594 [=>............................] - ETA: 8:04 - loss: 303.2758 - logits_profile_predictions_loss: 299.3538 - logcount_predictions_loss: 0.3088 121/1594 [=>............................] - ETA: 8:04 - loss: 303.2595 - logits_profile_predictions_loss: 299.3380 - logcount_predictions_loss: 0.3088 122/1594 [=>............................] - ETA: 8:04 - loss: 303.2400 - logits_profile_predictions_loss: 299.3191 - logcount_predictions_loss: 0.3087 123/1594 [=>............................] - ETA: 8:04 - loss: 303.2217 - logits_profile_predictions_loss: 299.3014 - logcount_predictions_loss: 0.3087 124/1594 [=>............................] - ETA: 8:03 - loss: 303.2047 - logits_profile_predictions_loss: 299.2850 - logcount_predictions_loss: 0.3086 125/1594 [=>............................] - ETA: 8:03 - loss: 303.1914 - logits_profile_predictions_loss: 299.2722 - logcount_predictions_loss: 0.3086 126/1594 [=>............................] - ETA: 8:03 - loss: 303.1772 - logits_profile_predictions_loss: 299.2586 - logcount_predictions_loss: 0.3086 127/1594 [=>............................] - ETA: 8:03 - loss: 303.1648 - logits_profile_predictions_loss: 299.2466 - logcount_predictions_loss: 0.3085 128/1594 [=>............................] - ETA: 8:02 - loss: 303.1534 - logits_profile_predictions_loss: 299.2356 - logcount_predictions_loss: 0.3085 129/1594 [=>............................] - ETA: 8:02 - loss: 303.1432 - logits_profile_predictions_loss: 299.2257 - logcount_predictions_loss: 0.3085 130/1594 [=>............................] - ETA: 8:02 - loss: 303.1326 - logits_profile_predictions_loss: 299.2155 - logcount_predictions_loss: 0.3084 131/1594 [=>............................] - ETA: 8:02 - loss: 303.1214 - logits_profile_predictions_loss: 299.2047 - logcount_predictions_loss: 0.3084 132/1594 [=>............................] - ETA: 8:01 - loss: 303.1140 - logits_profile_predictions_loss: 299.1978 - logcount_predictions_loss: 0.3084 133/1594 [=>............................] - ETA: 8:01 - loss: 303.1060 - logits_profile_predictions_loss: 299.1902 - logcount_predictions_loss: 0.3083 134/1594 [=>............................] - ETA: 8:01 - loss: 303.0982 - logits_profile_predictions_loss: 299.1828 - logcount_predictions_loss: 0.3083 135/1594 [=>............................] - ETA: 8:01 - loss: 303.0906 - logits_profile_predictions_loss: 299.1757 - logcount_predictions_loss: 0.3083 136/1594 [=>............................] - ETA: 8:00 - loss: 303.0832 - logits_profile_predictions_loss: 299.1688 - logcount_predictions_loss: 0.3082 137/1594 [=>............................] - ETA: 8:00 - loss: 303.0778 - logits_profile_predictions_loss: 299.1638 - logcount_predictions_loss: 0.3082 138/1594 [=>............................] - ETA: 8:00 - loss: 303.0729 - 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[===========================>..] - ETA: 19s - loss: 302.7303 - logits_profile_predictions_loss: 298.8434 - logcount_predictions_loss: 0.3061 1537/1594 [===========================>..] - ETA: 19s - loss: 302.7305 - logits_profile_predictions_loss: 298.8436 - logcount_predictions_loss: 0.3060 1538/1594 [===========================>..] - ETA: 18s - loss: 302.7306 - logits_profile_predictions_loss: 298.8437 - logcount_predictions_loss: 0.3060 1539/1594 [===========================>..] - ETA: 18s - loss: 302.7308 - logits_profile_predictions_loss: 298.8439 - logcount_predictions_loss: 0.3060 1540/1594 [===========================>..] - ETA: 18s - loss: 302.7310 - logits_profile_predictions_loss: 298.8441 - logcount_predictions_loss: 0.3060 1541/1594 [============================>.] - ETA: 17s - loss: 302.7312 - logits_profile_predictions_loss: 298.8443 - logcount_predictions_loss: 0.3060 1542/1594 [============================>.] - ETA: 17s - loss: 302.7314 - logits_profile_predictions_loss: 298.8445 - logcount_predictions_loss: 0.3060 1543/1594 [============================>.] - ETA: 17s - loss: 302.7316 - logits_profile_predictions_loss: 298.8448 - logcount_predictions_loss: 0.3060 1544/1594 [============================>.] - ETA: 16s - loss: 302.7318 - logits_profile_predictions_loss: 298.8450 - logcount_predictions_loss: 0.3060 1545/1594 [============================>.] - ETA: 16s - loss: 302.7320 - logits_profile_predictions_loss: 298.8452 - logcount_predictions_loss: 0.3060 1546/1594 [============================>.] - ETA: 16s - loss: 302.7322 - logits_profile_predictions_loss: 298.8454 - logcount_predictions_loss: 0.3060 1547/1594 [============================>.] - ETA: 15s - loss: 302.7324 - logits_profile_predictions_loss: 298.8456 - logcount_predictions_loss: 0.3060 1548/1594 [============================>.] - ETA: 15s - loss: 302.7326 - logits_profile_predictions_loss: 298.8458 - logcount_predictions_loss: 0.3060 1549/1594 [============================>.] - ETA: 15s - loss: 302.7328 - logits_profile_predictions_loss: 298.8460 - logcount_predictions_loss: 0.3060 1550/1594 [============================>.] - ETA: 14s - loss: 302.7330 - logits_profile_predictions_loss: 298.8463 - logcount_predictions_loss: 0.3060 1551/1594 [============================>.] - ETA: 14s - loss: 302.7332 - logits_profile_predictions_loss: 298.8465 - logcount_predictions_loss: 0.3060 1552/1594 [============================>.] - ETA: 14s - loss: 302.7334 - logits_profile_predictions_loss: 298.8467 - logcount_predictions_loss: 0.3060 1553/1594 [============================>.] - ETA: 13s - loss: 302.7336 - logits_profile_predictions_loss: 298.8469 - logcount_predictions_loss: 0.3060 1554/1594 [============================>.] - ETA: 13s - loss: 302.7338 - logits_profile_predictions_loss: 298.8471 - logcount_predictions_loss: 0.3060 1555/1594 [============================>.] - ETA: 13s - loss: 302.7340 - logits_profile_predictions_loss: 298.8474 - logcount_predictions_loss: 0.3060 1556/1594 [============================>.] - ETA: 12s - loss: 302.7342 - logits_profile_predictions_loss: 298.8476 - logcount_predictions_loss: 0.3060 1557/1594 [============================>.] - ETA: 12s - loss: 302.7344 - logits_profile_predictions_loss: 298.8478 - logcount_predictions_loss: 0.3060 1558/1594 [============================>.] - ETA: 12s - loss: 302.7346 - logits_profile_predictions_loss: 298.8480 - logcount_predictions_loss: 0.3060 1559/1594 [============================>.] - ETA: 11s - loss: 302.7348 - logits_profile_predictions_loss: 298.8483 - logcount_predictions_loss: 0.3060 1560/1594 [============================>.] - ETA: 11s - loss: 302.7350 - logits_profile_predictions_loss: 298.8485 - logcount_predictions_loss: 0.3060 1561/1594 [============================>.] - ETA: 11s - loss: 302.7352 - logits_profile_predictions_loss: 298.8487 - logcount_predictions_loss: 0.3060 1562/1594 [============================>.] - ETA: 10s - loss: 302.7354 - logits_profile_predictions_loss: 298.8489 - logcount_predictions_loss: 0.3060 1563/1594 [============================>.] - ETA: 10s - loss: 302.7356 - logits_profile_predictions_loss: 298.8491 - logcount_predictions_loss: 0.3060 1564/1594 [============================>.] - ETA: 10s - loss: 302.7358 - logits_profile_predictions_loss: 298.8493 - logcount_predictions_loss: 0.3060 1565/1594 [============================>.] - ETA: 9s - loss: 302.7360 - logits_profile_predictions_loss: 298.8495 - logcount_predictions_loss: 0.3060  1566/1594 [============================>.] - ETA: 9s - loss: 302.7362 - logits_profile_predictions_loss: 298.8497 - logcount_predictions_loss: 0.3060 1567/1594 [============================>.] - ETA: 9s - loss: 302.7364 - logits_profile_predictions_loss: 298.8499 - logcount_predictions_loss: 0.3060 1568/1594 [============================>.] - ETA: 8s - loss: 302.7366 - logits_profile_predictions_loss: 298.8501 - logcount_predictions_loss: 0.3060 1569/1594 [============================>.] - ETA: 8s - loss: 302.7368 - logits_profile_predictions_loss: 298.8503 - logcount_predictions_loss: 0.3060 1570/1594 [============================>.] - ETA: 8s - loss: 302.7370 - logits_profile_predictions_loss: 298.8506 - logcount_predictions_loss: 0.3060 1571/1594 [============================>.] - ETA: 7s - loss: 302.7372 - logits_profile_predictions_loss: 298.8508 - logcount_predictions_loss: 0.3060 1572/1594 [============================>.] - ETA: 7s - loss: 302.7374 - logits_profile_predictions_loss: 298.8510 - logcount_predictions_loss: 0.3060 1573/1594 [============================>.] - ETA: 7s - loss: 302.7376 - logits_profile_predictions_loss: 298.8512 - logcount_predictions_loss: 0.3060 1574/1594 [============================>.] - ETA: 6s - loss: 302.7378 - logits_profile_predictions_loss: 298.8514 - logcount_predictions_loss: 0.3060 1575/1594 [============================>.] - ETA: 6s - loss: 302.7379 - logits_profile_predictions_loss: 298.8516 - logcount_predictions_loss: 0.3060 1576/1594 [============================>.] - ETA: 6s - loss: 302.7381 - logits_profile_predictions_loss: 298.8518 - logcount_predictions_loss: 0.3060 1577/1594 [============================>.] - ETA: 5s - loss: 302.7383 - logits_profile_predictions_loss: 298.8520 - logcount_predictions_loss: 0.3060 1578/1594 [============================>.] - ETA: 5s - loss: 302.7385 - logits_profile_predictions_loss: 298.8522 - logcount_predictions_loss: 0.3060 1579/1594 [============================>.] - ETA: 5s - loss: 302.7387 - logits_profile_predictions_loss: 298.8524 - logcount_predictions_loss: 0.3060 1580/1594 [============================>.] - ETA: 4s - loss: 302.7388 - logits_profile_predictions_loss: 298.8525 - logcount_predictions_loss: 0.3060 1581/1594 [============================>.] - ETA: 4s - loss: 302.7390 - logits_profile_predictions_loss: 298.8527 - logcount_predictions_loss: 0.3060 1582/1594 [============================>.] - ETA: 4s - loss: 302.7392 - logits_profile_predictions_loss: 298.8529 - logcount_predictions_loss: 0.3060 1583/1594 [============================>.] - ETA: 3s - loss: 302.7394 - logits_profile_predictions_loss: 298.8532 - logcount_predictions_loss: 0.3060 1584/1594 [============================>.] - ETA: 3s - loss: 302.7396 - logits_profile_predictions_loss: 298.8534 - logcount_predictions_loss: 0.3060 1585/1594 [============================>.] - ETA: 3s - loss: 302.7398 - logits_profile_predictions_loss: 298.8536 - logcount_predictions_loss: 0.3060 1586/1594 [============================>.] - ETA: 2s - loss: 302.7400 - logits_profile_predictions_loss: 298.8538 - logcount_predictions_loss: 0.3060 1587/1594 [============================>.] - ETA: 2s - loss: 302.7402 - logits_profile_predictions_loss: 298.8540 - logcount_predictions_loss: 0.3060 1588/1594 [============================>.] - ETA: 2s - loss: 302.7404 - logits_profile_predictions_loss: 298.8542 - logcount_predictions_loss: 0.3060 1589/1594 [============================>.] - ETA: 1s - loss: 302.7406 - logits_profile_predictions_loss: 298.8544 - logcount_predictions_loss: 0.3060 1590/1594 [============================>.] - ETA: 1s - loss: 302.7408 - logits_profile_predictions_loss: 298.8547 - logcount_predictions_loss: 0.3060 1591/1594 [============================>.] - ETA: 1s - loss: 302.7410 - logits_profile_predictions_loss: 298.8549 - logcount_predictions_loss: 0.3060 1592/1594 [============================>.] - ETA: 0s - loss: 302.7412 - logits_profile_predictions_loss: 298.8551 - logcount_predictions_loss: 0.3060 1593/1594 [============================>.] - ETA: 0s - loss: 302.7414 - logits_profile_predictions_loss: 298.8553 - logcount_predictions_loss: 0.3060 1594/1594 [==============================] - ETA: 0s - loss: 302.7416 - logits_profile_predictions_loss: 298.8555 - logcount_predictions_loss: 0.3060 1594/1594 [==============================] - 561s 352ms/step - loss: 302.7418 - logits_profile_predictions_loss: 298.8557 - logcount_predictions_loss: 0.3060 - val_loss: 352.6311 - val_logits_profile_predictions_loss: 346.5213 - val_logcount_predictions_loss: 0.4811 Epoch 00011: val_loss did not improve from 350.17654 Restoring model weights from the end of the best epoch. Epoch 00011: early stopping save model save model without bias 2022-09-21_12-08-39: 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//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//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/ENCSR608KJD//chrombpnet_model_feb15_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(26727, 10) loading nonpeaks... got split:test for bed regions:(26350, 10) 0/208 100/208 200/208 2022-09-21_12-13-04: 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//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//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/ENCSR608KJD//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(26727, 10) loading nonpeaks... got split:test for bed regions:(26350, 10) 0/208 100/208 200/208 2022-09-21_12-16-42: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//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/ENCSR608KJD//chrombpnet_model_feb15_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(26727, 10) loading nonpeaks... got split:test for bed regions:(26350, 10) 0/208 100/208 200/208 2022-09-21_12-18-41: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//footprints 2022-09-21_12-18-41: 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/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//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: 6:26 3/24 [==>...........................] - ETA: 10s  4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 13s 6/24 [======>.......................] - ETA: 13s 7/24 [=======>......................] - ETA: 13s 8/24 [=========>....................] - ETA: 13s 9/24 [==========>...................] - ETA: 12s 10/24 [===========>..................] - ETA: 11s 11/24 [============>.................] - ETA: 11s 12/24 [==============>...............] - ETA: 10s 13/24 [===============>..............] - ETA: 9s  14/24 [================>.............] - ETA: 8s 15/24 [=================>............] - ETA: 7s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 55s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 19s 4/24 [====>.........................] - ETA: 18s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 961ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 967ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 972ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 23s 982ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 23s 1s/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 20s 5/24 [=====>........................] - ETA: 19s 6/24 [======>.......................] - ETA: 18s 7/24 [=======>......................] - ETA: 17s 8/24 [=========>....................] - ETA: 16s 9/24 [==========>...................] - ETA: 15s 10/24 [===========>..................] - ETA: 14s 11/24 [============>.................] - ETA: 13s 12/24 [==============>...............] - ETA: 12s 13/24 [===============>..............] - ETA: 11s 14/24 [================>.............] - ETA: 10s 15/24 [=================>............] - ETA: 9s  16/24 [===================>..........] - ETA: 8s 17/24 [====================>.........] - ETA: 7s 18/24 [=====================>........] - ETA: 6s 19/24 [======================>.......] - ETA: 5s 20/24 [========================>.....] - ETA: 4s 21/24 [=========================>....] - ETA: 3s 22/24 [==========================>...] - ETA: 2s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 24s 1s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 22s 3/24 [==>...........................] - ETA: 21s 4/24 [====>.........................] - ETA: 20s 5/24 [=====>........................] - ETA: 19s 6/24 [======>.......................] - ETA: 18s 7/24 [=======>......................] - ETA: 17s 8/24 [=========>....................] - ETA: 16s 9/24 [==========>...................] - ETA: 15s 10/24 [===========>..................] - ETA: 14s 11/24 [============>.................] - ETA: 13s 12/24 [==============>...............] - ETA: 12s 13/24 [===============>..............] - ETA: 11s 14/24 [================>.............] - ETA: 10s 15/24 [=================>............] - ETA: 9s  16/24 [===================>..........] - ETA: 8s 17/24 [====================>.........] - ETA: 7s 18/24 [=====================>........] - ETA: 6s 19/24 [======================>.......] - ETA: 5s 20/24 [========================>.....] - ETA: 4s 21/24 [=========================>....] - ETA: 3s 22/24 [==========================>...] - ETA: 2s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 25s 1s/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 22s 3/24 [==>...........................] - ETA: 21s 4/24 [====>.........................] - ETA: 20s 5/24 [=====>........................] - ETA: 19s 6/24 [======>.......................] - ETA: 18s 7/24 [=======>......................] - ETA: 17s 8/24 [=========>....................] - ETA: 16s 9/24 [==========>...................] - ETA: 16s 10/24 [===========>..................] - ETA: 14s 11/24 [============>.................] - ETA: 13s 12/24 [==============>...............] - ETA: 12s 13/24 [===============>..............] - ETA: 11s 14/24 [================>.............] - ETA: 10s 15/24 [=================>............] - ETA: 9s  16/24 [===================>..........] - ETA: 8s 17/24 [====================>.........] - ETA: 7s 18/24 [=====================>........] - ETA: 6s 19/24 [======================>.......] - ETA: 5s 20/24 [========================>.....] - ETA: 4s 21/24 [=========================>....] - ETA: 3s 22/24 [==========================>...] - ETA: 2s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 25s 1s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 23s 3/24 [==>...........................] - ETA: 22s 4/24 [====>.........................] - ETA: 21s 5/24 [=====>........................] - ETA: 20s 6/24 [======>.......................] - ETA: 20s 7/24 [=======>......................] - ETA: 19s 8/24 [=========>....................] - ETA: 17s 9/24 [==========>...................] - ETA: 16s 10/24 [===========>..................] - ETA: 15s 11/24 [============>.................] - ETA: 14s 12/24 [==============>...............] - ETA: 13s 13/24 [===============>..............] - ETA: 12s 14/24 [================>.............] - ETA: 11s 15/24 [=================>............] - ETA: 10s 16/24 [===================>..........] - ETA: 8s  17/24 [====================>.........] - ETA: 7s 18/24 [=====================>........] - ETA: 6s 19/24 [======================>.......] - ETA: 5s 20/24 [========================>.....] - ETA: 4s 21/24 [=========================>....] - ETA: 3s 22/24 [==========================>...] - ETA: 2s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 26s 1s/step Saving marginal footprints 2022-09-21_12-23-26: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//footprints 2022-09-21_12-23-26: 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/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//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: 4:04 3/24 [==>...........................] - ETA: 1s  4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 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 [==============================] - 21s 434ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 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 [==============================] - 2s 88ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 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 [==============================] - 2s 88ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 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 [==============================] - 2s 88ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 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 [==============================] - 2s 88ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 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 [==============================] - 2s 88ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 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 [==============================] - 2s 88ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 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 [==============================] - 2s 88ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 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 [==============================] - 2s 88ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 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 [==============================] - 2s 88ms/step Saving marginal footprints