diff --git "a/fold_1/logs.models.fold_1.ENCSR930USX/logfile.modelling.fold_1.ENCSR930USX.stdout_v1.txt" "b/fold_1/logs.models.fold_1.ENCSR930USX/logfile.modelling.fold_1.ENCSR930USX.stdout_v1.txt" new file mode 100644--- /dev/null +++ "b/fold_1/logs.models.fold_1.ENCSR930USX/logfile.modelling.fold_1.ENCSR930USX.stdout_v1.txt" @@ -0,0 +1,441 @@ +2023-01-18_20-37-12: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR930USX//preprocessing/bigWigs/ENCSR930USX.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR930USX//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR930USX//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/ENCSR283TME/fold_1/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_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: 125134 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 125134 +Number of peaks input: 31223 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 31223 +Number of non peaks input: 125017 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 125017 +Number of non peaks input: 31339 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 31339 +Number of peaks after removing outliers: 123757 +Number of nonpeaks after removing outliers: 106344 +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 + 1/3324 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3266/3324 [============================>.] - ETA: 0s 3274/3324 [============================>.] - ETA: 0s 3282/3324 [============================>.] - ETA: 0s 3290/3324 [============================>.] - ETA: 0s 3298/3324 [============================>.] - ETA: 0s 3306/3324 [============================>.] - ETA: 0s 3314/3324 [============================>.] - ETA: 0s 3322/3324 [============================>.] - ETA: 0s 3324/3324 [==============================] - ETA: 0s 3324/3324 [==============================] - 59s 11ms/step +2023-01-18_20-42-45: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR930USX//preprocessing/bigWigs/ENCSR930USX.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_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': '4.4', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_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:(107902, 10) +loading nonpeaks... +got split:train for bed regions:(93751, 10) +loading peaks... +got split:valid for bed regions:(15855, 10) +loading nonpeaks... +got split:valid for bed regions:(12593, 10) +Epoch 1/50 + 1/1855 [..............................] - ETA: 68:56:44 - loss: 442.3559 - logits_profile_predictions_loss: 427.0720 - logcount_predictions_loss: 3.4736 2/1855 [..............................] - ETA: 9:42 - loss: 469.7923 - logits_profile_predictions_loss: 453.6529 - logcount_predictions_loss: 3.6680  3/1855 [..............................] - ETA: 9:34 - loss: 469.0779 - logits_profile_predictions_loss: 453.5888 - logcount_predictions_loss: 3.5203 4/1855 [..............................] - ETA: 9:31 - loss: 802.5913 - logits_profile_predictions_loss: 490.1367 - logcount_predictions_loss: 71.0124 5/1855 [..............................] - ETA: 9:29 - loss: 957.3178 - logits_profile_predictions_loss: 513.8881 - logcount_predictions_loss: 100.7795 6/1855 [..............................] - ETA: 9:28 - loss: 1042.4887 - logits_profile_predictions_loss: 537.7591 - logcount_predictions_loss: 114.7112 7/1855 [..............................] - ETA: 9:27 - loss: 1082.6872 - logits_profile_predictions_loss: 550.4118 - logcount_predictions_loss: 120.9717 8/1855 [..............................] - ETA: 9:26 - loss: 1103.4622 - logits_profile_predictions_loss: 561.0769 - logcount_predictions_loss: 123.2694 9/1855 [..............................] - ETA: 9:25 - loss: 1111.1923 - logits_profile_predictions_loss: 568.2615 - logcount_predictions_loss: 123.3933 10/1855 [..............................] - ETA: 9:24 - loss: 1110.4749 - logits_profile_predictions_loss: 572.4096 - logcount_predictions_loss: 122.2875 11/1855 [..............................] - ETA: 9:23 - loss: 1105.7796 - logits_profile_predictions_loss: 575.6083 - logcount_predictions_loss: 120.4935 12/1855 [..............................] - ETA: 9:22 - loss: 1099.0473 - logits_profile_predictions_loss: 578.4240 - logcount_predictions_loss: 118.3234 13/1855 [..............................] - ETA: 9:22 - loss: 1090.1379 - logits_profile_predictions_loss: 579.9578 - logcount_predictions_loss: 115.9500 14/1855 [..............................] - ETA: 9:22 - loss: 1080.0310 - logits_profile_predictions_loss: 580.6752 - logcount_predictions_loss: 113.4899 15/1855 [..............................] - ETA: 9:21 - loss: 1069.2017 - logits_profile_predictions_loss: 580.7440 - logcount_predictions_loss: 111.0131 16/1855 [..............................] - ETA: 9:21 - loss: 1058.1416 - logits_profile_predictions_loss: 580.4685 - logcount_predictions_loss: 108.5621 17/1855 [..............................] - ETA: 9:20 - loss: 1046.6413 - logits_profile_predictions_loss: 579.5205 - logcount_predictions_loss: 106.1638 18/1855 [..............................] - ETA: 9:20 - loss: 1035.5944 - logits_profile_predictions_loss: 578.7111 - logcount_predictions_loss: 103.8371 19/1855 [..............................] - ETA: 9:19 - loss: 1024.5322 - logits_profile_predictions_loss: 577.5521 - logcount_predictions_loss: 101.5864 20/1855 [..............................] - ETA: 9:19 - loss: 1013.8489 - logits_profile_predictions_loss: 576.4035 - logcount_predictions_loss: 99.4194  21/1855 [..............................] - ETA: 9:18 - loss: 1003.1827 - logits_profile_predictions_loss: 574.9099 - logcount_predictions_loss: 97.3347 22/1855 [..............................] - ETA: 9:18 - loss: 993.0470 - logits_profile_predictions_loss: 573.5782 - logcount_predictions_loss: 95.3338  23/1855 [..............................] - ETA: 9:18 - loss: 983.4564 - logits_profile_predictions_loss: 572.4288 - logcount_predictions_loss: 93.4153 24/1855 [..............................] - ETA: 9:17 - loss: 974.1323 - logits_profile_predictions_loss: 571.2043 - logcount_predictions_loss: 91.5745 25/1855 [..............................] - ETA: 9:17 - loss: 965.2379 - logits_profile_predictions_loss: 570.0796 - logcount_predictions_loss: 89.8087 26/1855 [..............................] - ETA: 9:17 - loss: 956.6203 - logits_profile_predictions_loss: 568.9175 - logcount_predictions_loss: 88.1143 27/1855 [..............................] - ETA: 9:16 - loss: 948.3871 - logits_profile_predictions_loss: 567.8380 - logcount_predictions_loss: 86.4884 28/1855 [..............................] - ETA: 9:16 - loss: 940.5163 - logits_profile_predictions_loss: 566.8305 - logcount_predictions_loss: 84.9286 29/1855 [..............................] - ETA: 9:15 - loss: 933.0115 - logits_profile_predictions_loss: 565.9142 - logcount_predictions_loss: 83.4312 30/1855 [..............................] - ETA: 9:15 - loss: 925.7924 - logits_profile_predictions_loss: 565.0263 - logcount_predictions_loss: 81.9923 31/1855 [..............................] - ETA: 9:15 - loss: 918.7012 - logits_profile_predictions_loss: 564.0273 - logcount_predictions_loss: 80.6077 32/1855 [..............................] - ETA: 9:14 - loss: 911.6407 - logits_profile_predictions_loss: 562.8355 - logcount_predictions_loss: 79.2739 33/1855 [..............................] - ETA: 9:14 - loss: 904.9105 - logits_profile_predictions_loss: 561.7530 - logcount_predictions_loss: 77.9903 34/1855 [..............................] - ETA: 9:14 - loss: 898.3399 - logits_profile_predictions_loss: 560.6252 - logcount_predictions_loss: 76.7533 35/1855 [..............................] - ETA: 9:13 - loss: 892.0874 - logits_profile_predictions_loss: 559.6152 - logcount_predictions_loss: 75.5619 36/1855 [..............................] - ETA: 9:13 - loss: 885.9607 - logits_profile_predictions_loss: 558.5483 - logcount_predictions_loss: 74.4119 37/1855 [..............................] - ETA: 9:13 - loss: 880.1196 - logits_profile_predictions_loss: 557.5876 - logcount_predictions_loss: 73.3027 38/1855 [..............................] - ETA: 9:12 - loss: 874.4767 - logits_profile_predictions_loss: 556.6568 - logcount_predictions_loss: 72.2318 39/1855 [..............................] - ETA: 9:12 - loss: 868.9364 - logits_profile_predictions_loss: 555.6717 - logcount_predictions_loss: 71.1965 40/1855 [..............................] - ETA: 9:12 - loss: 863.5372 - logits_profile_predictions_loss: 554.6779 - logcount_predictions_loss: 70.1953 41/1855 [..............................] - ETA: 9:11 - loss: 858.3109 - logits_profile_predictions_loss: 553.7127 - logcount_predictions_loss: 69.2269 42/1855 [..............................] - ETA: 9:11 - loss: 853.3506 - logits_profile_predictions_loss: 552.8749 - logcount_predictions_loss: 68.2899 43/1855 [..............................] - ETA: 9:11 - loss: 848.5970 - logits_profile_predictions_loss: 552.1118 - logcount_predictions_loss: 67.3830 44/1855 [..............................] - ETA: 9:10 - loss: 843.9983 - logits_profile_predictions_loss: 551.3783 - logcount_predictions_loss: 66.5045 45/1855 [..............................] - ETA: 9:10 - loss: 839.6201 - logits_profile_predictions_loss: 550.7454 - logcount_predictions_loss: 65.6533 46/1855 [..............................] - ETA: 9:10 - loss: 835.3522 - logits_profile_predictions_loss: 550.1106 - logcount_predictions_loss: 64.8276 47/1855 [..............................] - ETA: 9:09 - loss: 831.2205 - logits_profile_predictions_loss: 549.5025 - logcount_predictions_loss: 64.0268 48/1855 [..............................] - ETA: 9:09 - loss: 827.2696 - logits_profile_predictions_loss: 548.9698 - logcount_predictions_loss: 63.2499 49/1855 [..............................] - ETA: 9:09 - loss: 823.4032 - logits_profile_predictions_loss: 548.4249 - logcount_predictions_loss: 62.4951 50/1855 [..............................] - ETA: 9:09 - loss: 819.5719 - logits_profile_predictions_loss: 547.8229 - logcount_predictions_loss: 61.7611 51/1855 [..............................] - ETA: 9:08 - loss: 815.8144 - logits_profile_predictions_loss: 547.2061 - logcount_predictions_loss: 61.0473 52/1855 [..............................] - ETA: 9:08 - loss: 812.0607 - logits_profile_predictions_loss: 546.5097 - logcount_predictions_loss: 60.3525 53/1855 [..............................] - ETA: 9:08 - loss: 808.4529 - logits_profile_predictions_loss: 545.8744 - logcount_predictions_loss: 59.6769 54/1855 [..............................] - ETA: 9:07 - loss: 805.0020 - logits_profile_predictions_loss: 545.3143 - logcount_predictions_loss: 59.0199 55/1855 [..............................] - ETA: 9:07 - loss: 801.6353 - logits_profile_predictions_loss: 544.7623 - logcount_predictions_loss: 58.3802 56/1855 [..............................] - ETA: 9:07 - loss: 798.3576 - logits_profile_predictions_loss: 544.2261 - logcount_predictions_loss: 57.7572 57/1855 [..............................] - ETA: 9:06 - loss: 795.1007 - logits_profile_predictions_loss: 543.6424 - logcount_predictions_loss: 57.1496 58/1855 [..............................] - ETA: 9:06 - loss: 791.8662 - logits_profile_predictions_loss: 543.0161 - logcount_predictions_loss: 56.5568 59/1855 [..............................] - ETA: 9:06 - loss: 788.7468 - logits_profile_predictions_loss: 542.4384 - logcount_predictions_loss: 55.9792 60/1855 [..............................] - ETA: 9:06 - loss: 785.7105 - logits_profile_predictions_loss: 541.8813 - logcount_predictions_loss: 55.4157 61/1855 [..............................] - ETA: 9:05 - loss: 782.7229 - logits_profile_predictions_loss: 541.3135 - logcount_predictions_loss: 54.8658 62/1855 [>.............................] - ETA: 9:05 - loss: 779.8343 - logits_profile_predictions_loss: 540.7861 - logcount_predictions_loss: 54.3291 63/1855 [>.............................] - ETA: 9:05 - loss: 777.0115 - logits_profile_predictions_loss: 540.2687 - logcount_predictions_loss: 53.8052 64/1855 [>.............................] - ETA: 9:04 - loss: 774.2877 - logits_profile_predictions_loss: 539.7953 - logcount_predictions_loss: 53.2937 65/1855 [>.............................] - ETA: 9:04 - loss: 771.6168 - logits_profile_predictions_loss: 539.3236 - logcount_predictions_loss: 52.7939 66/1855 [>.............................] - ETA: 9:04 - loss: 768.9974 - logits_profile_predictions_loss: 538.8537 - logcount_predictions_loss: 52.3054 67/1855 [>.............................] - ETA: 9:03 - loss: 766.4334 - logits_profile_predictions_loss: 538.3914 - logcount_predictions_loss: 51.8277 68/1855 [>.............................] - ETA: 9:03 - loss: 763.9146 - logits_profile_predictions_loss: 537.9279 - logcount_predictions_loss: 51.3606 69/1855 [>.............................] - ETA: 9:03 - loss: 761.4744 - logits_profile_predictions_loss: 537.4974 - logcount_predictions_loss: 50.9038 70/1855 [>.............................] - ETA: 9:02 - loss: 759.0721 - logits_profile_predictions_loss: 537.0620 - logcount_predictions_loss: 50.4568 71/1855 [>.............................] - ETA: 9:02 - loss: 756.7540 - logits_profile_predictions_loss: 536.6680 - logcount_predictions_loss: 50.0195 72/1855 [>.............................] - ETA: 9:02 - loss: 754.4930 - logits_profile_predictions_loss: 536.2898 - logcount_predictions_loss: 49.5916 73/1855 [>.............................] - ETA: 9:01 - loss: 752.2739 - logits_profile_predictions_loss: 535.9147 - logcount_predictions_loss: 49.1725 74/1855 [>.............................] - ETA: 9:01 - loss: 750.1195 - logits_profile_predictions_loss: 535.5659 - logcount_predictions_loss: 48.7622 75/1855 [>.............................] - ETA: 9:01 - loss: 748.0218 - logits_profile_predictions_loss: 535.2367 - logcount_predictions_loss: 48.3602 76/1855 [>.............................] - ETA: 9:00 - loss: 745.9735 - logits_profile_predictions_loss: 534.9211 - logcount_predictions_loss: 47.9665 77/1855 [>.............................] - ETA: 9:00 - loss: 743.9973 - logits_profile_predictions_loss: 534.6419 - logcount_predictions_loss: 47.5808 78/1855 [>.............................] - ETA: 9:00 - loss: 742.0612 - logits_profile_predictions_loss: 534.3695 - logcount_predictions_loss: 47.2027 79/1855 [>.............................] - ETA: 8:59 - loss: 740.1664 - logits_profile_predictions_loss: 534.1059 - logcount_predictions_loss: 46.8319 80/1855 [>.............................] - ETA: 8:59 - loss: 738.2930 - logits_profile_predictions_loss: 533.8326 - logcount_predictions_loss: 46.4683 81/1855 [>.............................] - ETA: 8:59 - loss: 736.4753 - logits_profile_predictions_loss: 533.5839 - logcount_predictions_loss: 46.1117 82/1855 [>.............................] - ETA: 8:58 - loss: 734.7037 - logits_profile_predictions_loss: 533.3515 - logcount_predictions_loss: 45.7618 83/1855 [>.............................] - ETA: 8:58 - loss: 733.0031 - logits_profile_predictions_loss: 533.1600 - logcount_predictions_loss: 45.4189 84/1855 [>.............................] - ETA: 8:58 - loss: 731.3062 - logits_profile_predictions_loss: 532.9452 - logcount_predictions_loss: 45.0820 85/1855 [>.............................] - ETA: 8:57 - loss: 729.6371 - logits_profile_predictions_loss: 532.7312 - logcount_predictions_loss: 44.7513 86/1855 [>.............................] - ETA: 8:57 - loss: 727.9747 - logits_profile_predictions_loss: 532.4985 - logcount_predictions_loss: 44.4264 87/1855 [>.............................] - ETA: 8:57 - loss: 726.3318 - 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[>.............................] - ETA: 8:54 - loss: 715.5859 - logits_profile_predictions_loss: 530.6803 - logcount_predictions_loss: 42.0240 95/1855 [>.............................] - ETA: 8:54 - loss: 714.1779 - logits_profile_predictions_loss: 530.4941 - logcount_predictions_loss: 41.7463 96/1855 [>.............................] - ETA: 8:54 - loss: 712.7851 - logits_profile_predictions_loss: 530.3032 - logcount_predictions_loss: 41.4732 97/1855 [>.............................] - ETA: 8:53 - loss: 711.4309 - logits_profile_predictions_loss: 530.1309 - logcount_predictions_loss: 41.2045 98/1855 [>.............................] - ETA: 8:53 - loss: 710.0896 - logits_profile_predictions_loss: 529.9527 - logcount_predictions_loss: 40.9402 99/1855 [>.............................] - ETA: 8:53 - loss: 708.7719 - logits_profile_predictions_loss: 529.7792 - logcount_predictions_loss: 40.6802 100/1855 [>.............................] - ETA: 8:52 - loss: 707.4625 - 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[===>..........................] - ETA: 7:59 - loss: 598.4841 - logits_profile_predictions_loss: 504.8653 - logcount_predictions_loss: 21.2770 277/1855 [===>..........................] - ETA: 7:59 - loss: 598.2060 - logits_profile_predictions_loss: 504.7962 - logcount_predictions_loss: 21.2295 278/1855 [===>..........................] - ETA: 7:58 - loss: 597.9291 - logits_profile_predictions_loss: 504.7270 - logcount_predictions_loss: 21.1822 279/1855 [===>..........................] - ETA: 7:58 - loss: 597.6520 - logits_profile_predictions_loss: 504.6565 - logcount_predictions_loss: 21.1353 280/1855 [===>..........................] - ETA: 7:58 - loss: 597.3756 - logits_profile_predictions_loss: 504.5854 - logcount_predictions_loss: 21.0886 281/1855 [===>..........................] - ETA: 7:58 - loss: 597.1023 - logits_profile_predictions_loss: 504.5162 - logcount_predictions_loss: 21.0423 282/1855 [===>..........................] - ETA: 7:57 - loss: 596.8296 - logits_profile_predictions_loss: 504.4463 - logcount_predictions_loss: 20.9962 283/1855 [===>..........................] - ETA: 7:57 - loss: 596.5572 - logits_profile_predictions_loss: 504.3755 - logcount_predictions_loss: 20.9503 284/1855 [===>..........................] - ETA: 7:57 - loss: 596.2870 - logits_profile_predictions_loss: 504.3057 - logcount_predictions_loss: 20.9048 285/1855 [===>..........................] - ETA: 7:56 - loss: 596.0178 - logits_profile_predictions_loss: 504.2357 - logcount_predictions_loss: 20.8595 286/1855 [===>..........................] - ETA: 7:56 - loss: 595.7480 - logits_profile_predictions_loss: 504.1639 - logcount_predictions_loss: 20.8145 287/1855 [===>..........................] - ETA: 7:56 - loss: 595.4813 - logits_profile_predictions_loss: 504.0940 - logcount_predictions_loss: 20.7698 288/1855 [===>..........................] - ETA: 7:55 - loss: 595.2162 - logits_profile_predictions_loss: 504.0245 - logcount_predictions_loss: 20.7253 289/1855 [===>..........................] - ETA: 7:55 - loss: 594.9550 - logits_profile_predictions_loss: 503.9578 - logcount_predictions_loss: 20.6811 290/1855 [===>..........................] - ETA: 7:55 - loss: 594.6931 - logits_profile_predictions_loss: 503.8892 - logcount_predictions_loss: 20.6372 291/1855 [===>..........................] - ETA: 7:55 - loss: 594.4338 - logits_profile_predictions_loss: 503.8220 - logcount_predictions_loss: 20.5935 292/1855 [===>..........................] - ETA: 7:54 - loss: 594.1769 - logits_profile_predictions_loss: 503.7561 - logcount_predictions_loss: 20.5501 293/1855 [===>..........................] - ETA: 7:54 - loss: 593.9203 - logits_profile_predictions_loss: 503.6895 - logcount_predictions_loss: 20.5070 294/1855 [===>..........................] - ETA: 7:54 - loss: 593.6639 - logits_profile_predictions_loss: 503.6219 - logcount_predictions_loss: 20.4640 295/1855 [===>..........................] - ETA: 7:53 - loss: 593.4100 - logits_profile_predictions_loss: 503.5558 - logcount_predictions_loss: 20.4214 296/1855 [===>..........................] - ETA: 7:53 - loss: 593.1582 - logits_profile_predictions_loss: 503.4905 - logcount_predictions_loss: 20.3790 297/1855 [===>..........................] - ETA: 7:53 - loss: 592.9076 - logits_profile_predictions_loss: 503.4255 - logcount_predictions_loss: 20.3368 298/1855 [===>..........................] - ETA: 7:52 - loss: 592.6572 - logits_profile_predictions_loss: 503.3596 - logcount_predictions_loss: 20.2948 299/1855 [===>..........................] - ETA: 7:52 - loss: 592.4075 - logits_profile_predictions_loss: 503.2934 - logcount_predictions_loss: 20.2531 300/1855 [===>..........................] - ETA: 7:52 - loss: 592.1600 - logits_profile_predictions_loss: 503.2283 - logcount_predictions_loss: 20.2117 301/1855 [===>..........................] - ETA: 7:52 - loss: 591.9128 - logits_profile_predictions_loss: 503.1626 - logcount_predictions_loss: 20.1705 302/1855 [===>..........................] - ETA: 7:51 - loss: 591.6672 - logits_profile_predictions_loss: 503.0973 - logcount_predictions_loss: 20.1295 303/1855 [===>..........................] - ETA: 7:51 - loss: 591.4210 - logits_profile_predictions_loss: 503.0305 - logcount_predictions_loss: 20.0887 304/1855 [===>..........................] - ETA: 7:51 - loss: 591.1751 - logits_profile_predictions_loss: 502.9630 - logcount_predictions_loss: 20.0481 305/1855 [===>..........................] - ETA: 7:50 - loss: 590.9306 - logits_profile_predictions_loss: 502.8960 - logcount_predictions_loss: 20.0078 306/1855 [===>..........................] - ETA: 7:50 - loss: 590.6874 - logits_profile_predictions_loss: 502.8292 - logcount_predictions_loss: 19.9677 307/1855 [===>..........................] - ETA: 7:50 - loss: 590.4438 - logits_profile_predictions_loss: 502.7611 - logcount_predictions_loss: 19.9278 308/1855 [===>..........................] - ETA: 7:50 - loss: 590.2003 - logits_profile_predictions_loss: 502.6921 - logcount_predictions_loss: 19.8882 309/1855 [===>..........................] - ETA: 7:49 - loss: 589.9586 - logits_profile_predictions_loss: 502.6239 - logcount_predictions_loss: 19.8487 310/1855 [====>.........................] - ETA: 7:49 - loss: 589.7166 - logits_profile_predictions_loss: 502.5545 - logcount_predictions_loss: 19.8095 311/1855 [====>.........................] - ETA: 7:49 - loss: 589.4745 - logits_profile_predictions_loss: 502.4843 - logcount_predictions_loss: 19.7705 312/1855 [====>.........................] - ETA: 18:35 - loss: 589.2343 - logits_profile_predictions_loss: 502.4147 - logcount_predictions_loss: 19.7317 313/1855 [====>.........................] - ETA: 18:32 - loss: 588.9957 - logits_profile_predictions_loss: 502.3459 - logcount_predictions_loss: 19.6931 314/1855 [====>.........................] - ETA: 18:29 - loss: 588.7580 - logits_profile_predictions_loss: 502.2771 - logcount_predictions_loss: 19.6547 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logits_profile_predictions_loss: 501.7990 - logcount_predictions_loss: 19.3919 322/1855 [====>.........................] - ETA: 18:08 - loss: 586.8962 - logits_profile_predictions_loss: 501.7333 - logcount_predictions_loss: 19.3551 323/1855 [====>.........................] - ETA: 18:05 - loss: 586.6678 - logits_profile_predictions_loss: 501.6658 - logcount_predictions_loss: 19.3186 324/1855 [====>.........................] - ETA: 18:02 - loss: 586.4408 - logits_profile_predictions_loss: 501.5988 - logcount_predictions_loss: 19.2822 325/1855 [====>.........................] - ETA: 18:00 - loss: 586.2137 - logits_profile_predictions_loss: 501.5310 - logcount_predictions_loss: 19.2460 326/1855 [====>.........................] - ETA: 17:57 - loss: 585.9873 - logits_profile_predictions_loss: 501.4629 - logcount_predictions_loss: 19.2100 327/1855 [====>.........................] - ETA: 17:55 - loss: 585.7633 - logits_profile_predictions_loss: 501.3964 - logcount_predictions_loss: 19.1742 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logits_profile_predictions_loss: 500.9489 - logcount_predictions_loss: 18.9290 335/1855 [====>.........................] - ETA: 17:34 - loss: 584.0216 - logits_profile_predictions_loss: 500.8851 - logcount_predictions_loss: 18.8946 336/1855 [====>.........................] - ETA: 17:32 - loss: 583.8071 - logits_profile_predictions_loss: 500.8208 - logcount_predictions_loss: 18.8605 337/1855 [====>.........................] - ETA: 17:29 - loss: 583.5949 - logits_profile_predictions_loss: 500.7580 - logcount_predictions_loss: 18.8265 338/1855 [====>.........................] - ETA: 17:27 - loss: 583.3845 - logits_profile_predictions_loss: 500.6963 - logcount_predictions_loss: 18.7927 339/1855 [====>.........................] - ETA: 17:25 - loss: 583.1742 - logits_profile_predictions_loss: 500.6340 - logcount_predictions_loss: 18.7591 340/1855 [====>.........................] - ETA: 17:22 - loss: 582.9644 - logits_profile_predictions_loss: 500.5714 - logcount_predictions_loss: 18.7256 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logits_profile_predictions_loss: 500.1440 - logcount_predictions_loss: 18.4961 348/1855 [====>.........................] - ETA: 17:03 - loss: 581.3254 - logits_profile_predictions_loss: 500.0837 - logcount_predictions_loss: 18.4640 349/1855 [====>.........................] - ETA: 17:01 - loss: 581.1240 - logits_profile_predictions_loss: 500.0230 - logcount_predictions_loss: 18.4320 350/1855 [====>.........................] - ETA: 16:59 - loss: 580.9237 - logits_profile_predictions_loss: 499.9628 - logcount_predictions_loss: 18.4002 351/1855 [====>.........................] - ETA: 16:56 - loss: 580.7250 - logits_profile_predictions_loss: 499.9034 - logcount_predictions_loss: 18.3685 352/1855 [====>.........................] - ETA: 16:54 - loss: 580.5283 - logits_profile_predictions_loss: 499.8453 - logcount_predictions_loss: 18.3370 353/1855 [====>.........................] - ETA: 16:52 - loss: 580.3339 - logits_profile_predictions_loss: 499.7888 - logcount_predictions_loss: 18.3057 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logits_profile_predictions_loss: 499.3946 - logcount_predictions_loss: 18.0905 361/1855 [====>.........................] - ETA: 16:34 - loss: 578.8030 - logits_profile_predictions_loss: 499.3374 - logcount_predictions_loss: 18.0603 362/1855 [====>.........................] - ETA: 16:32 - loss: 578.6141 - logits_profile_predictions_loss: 499.2806 - logcount_predictions_loss: 18.0303 363/1855 [====>.........................] - ETA: 16:30 - loss: 578.4260 - logits_profile_predictions_loss: 499.2240 - logcount_predictions_loss: 18.0004 364/1855 [====>.........................] - ETA: 16:28 - loss: 578.2395 - logits_profile_predictions_loss: 499.1683 - logcount_predictions_loss: 17.9707 365/1855 [====>.........................] - ETA: 16:26 - loss: 578.0531 - logits_profile_predictions_loss: 499.1120 - logcount_predictions_loss: 17.9411 366/1855 [====>.........................] - ETA: 16:23 - loss: 577.8679 - logits_profile_predictions_loss: 499.0564 - logcount_predictions_loss: 17.9116 367/1855 [====>.........................] - ETA: 16:21 - loss: 577.6834 - logits_profile_predictions_loss: 499.0009 - logcount_predictions_loss: 17.8823 368/1855 [====>.........................] - ETA: 16:19 - loss: 577.4999 - logits_profile_predictions_loss: 498.9458 - logcount_predictions_loss: 17.8532 369/1855 [====>.........................] - ETA: 16:17 - loss: 577.3169 - logits_profile_predictions_loss: 498.8906 - logcount_predictions_loss: 17.8241 370/1855 [====>.........................] - ETA: 16:15 - loss: 577.1343 - logits_profile_predictions_loss: 498.8352 - logcount_predictions_loss: 17.7952 371/1855 [=====>........................] - ETA: 16:13 - loss: 576.9524 - logits_profile_predictions_loss: 498.7799 - logcount_predictions_loss: 17.7664 372/1855 [=====>........................] - ETA: 16:11 - loss: 576.7704 - logits_profile_predictions_loss: 498.7239 - logcount_predictions_loss: 17.7378 373/1855 [=====>........................] - ETA: 16:09 - loss: 576.5885 - logits_profile_predictions_loss: 498.6676 - logcount_predictions_loss: 17.7093 374/1855 [=====>........................] - ETA: 16:07 - loss: 576.4083 - logits_profile_predictions_loss: 498.6123 - logcount_predictions_loss: 17.6809 375/1855 [=====>........................] - ETA: 16:05 - loss: 576.2280 - logits_profile_predictions_loss: 498.5563 - logcount_predictions_loss: 17.6526 376/1855 [=====>........................] - ETA: 16:03 - loss: 576.0485 - logits_profile_predictions_loss: 498.5006 - logcount_predictions_loss: 17.6245 377/1855 [=====>........................] - ETA: 16:01 - loss: 575.8703 - logits_profile_predictions_loss: 498.4455 - logcount_predictions_loss: 17.5965 378/1855 [=====>........................] - ETA: 15:59 - loss: 575.6925 - logits_profile_predictions_loss: 498.3903 - logcount_predictions_loss: 17.5686 379/1855 [=====>........................] - ETA: 15:57 - loss: 575.5155 - logits_profile_predictions_loss: 498.3354 - logcount_predictions_loss: 17.5409 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logits_profile_predictions_loss: 376.9086 - logcount_predictions_loss: 1.0716 1855/1855 [==============================] - 596s 321ms/step - loss: 381.6239 - logits_profile_predictions_loss: 376.9089 - logcount_predictions_loss: 1.0716 - val_loss: 466.1555 - val_logits_profile_predictions_loss: 461.8353 - val_logcount_predictions_loss: 0.9819 + +Epoch 00003: val_loss improved from 471.10464 to 466.15555, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 +Epoch 4/50 + 1/1855 [..............................] - ETA: 9:52 - loss: 410.2603 - logits_profile_predictions_loss: 405.4438 - logcount_predictions_loss: 1.0946 2/1855 [..............................] - ETA: 9:18 - loss: 404.9515 - logits_profile_predictions_loss: 400.0233 - logcount_predictions_loss: 1.1200 3/1855 [..............................] - ETA: 9:18 - loss: 396.2152 - logits_profile_predictions_loss: 391.3681 - logcount_predictions_loss: 1.1016 4/1855 [..............................] - ETA: 9:18 - loss: 393.3285 - logits_profile_predictions_loss: 388.5146 - logcount_predictions_loss: 1.0941 5/1855 [..............................] - ETA: 9:18 - loss: 389.0526 - logits_profile_predictions_loss: 384.3183 - logcount_predictions_loss: 1.0760 6/1855 [..............................] - ETA: 9:17 - loss: 386.1902 - logits_profile_predictions_loss: 381.5292 - logcount_predictions_loss: 1.0593 7/1855 [..............................] - ETA: 9:17 - loss: 385.1874 - logits_profile_predictions_loss: 380.5675 - logcount_predictions_loss: 1.0500 8/1855 [..............................] - ETA: 9:17 - loss: 384.6871 - logits_profile_predictions_loss: 380.0703 - logcount_predictions_loss: 1.0493 9/1855 [..............................] - ETA: 9:17 - loss: 384.3430 - logits_profile_predictions_loss: 379.7095 - logcount_predictions_loss: 1.0531 10/1855 [..............................] - ETA: 9:16 - loss: 383.9903 - logits_profile_predictions_loss: 379.3473 - logcount_predictions_loss: 1.0552 11/1855 [..............................] - ETA: 9:16 - loss: 383.3053 - logits_profile_predictions_loss: 378.6566 - logcount_predictions_loss: 1.0565 12/1855 [..............................] - ETA: 9:16 - loss: 382.8113 - logits_profile_predictions_loss: 378.1586 - logcount_predictions_loss: 1.0574 13/1855 [..............................] - ETA: 9:16 - loss: 382.3404 - logits_profile_predictions_loss: 377.6799 - logcount_predictions_loss: 1.0592 14/1855 [..............................] - ETA: 9:15 - loss: 381.5339 - logits_profile_predictions_loss: 376.8734 - logcount_predictions_loss: 1.0592 15/1855 [..............................] - ETA: 9:15 - loss: 381.2689 - logits_profile_predictions_loss: 376.6107 - logcount_predictions_loss: 1.0587 16/1855 [..............................] - ETA: 9:15 - loss: 381.2134 - logits_profile_predictions_loss: 376.5536 - logcount_predictions_loss: 1.0590 17/1855 [..............................] - ETA: 9:15 - loss: 380.8831 - logits_profile_predictions_loss: 376.2242 - logcount_predictions_loss: 1.0588 18/1855 [..............................] - ETA: 9:14 - loss: 380.7021 - logits_profile_predictions_loss: 376.0442 - logcount_predictions_loss: 1.0586 19/1855 [..............................] - ETA: 9:14 - loss: 380.4704 - logits_profile_predictions_loss: 375.8151 - logcount_predictions_loss: 1.0580 20/1855 [..............................] - ETA: 9:14 - loss: 380.2112 - logits_profile_predictions_loss: 375.5564 - logcount_predictions_loss: 1.0579 21/1855 [..............................] - ETA: 9:13 - loss: 380.1816 - logits_profile_predictions_loss: 375.5271 - logcount_predictions_loss: 1.0578 22/1855 [..............................] - ETA: 9:13 - loss: 380.0416 - logits_profile_predictions_loss: 375.3863 - logcount_predictions_loss: 1.0580 23/1855 [..............................] - ETA: 9:13 - loss: 379.9759 - logits_profile_predictions_loss: 375.3205 - logcount_predictions_loss: 1.0580 24/1855 [..............................] - ETA: 9:13 - loss: 379.9043 - logits_profile_predictions_loss: 375.2473 - logcount_predictions_loss: 1.0584 25/1855 [..............................] - ETA: 9:12 - loss: 379.7184 - logits_profile_predictions_loss: 375.0621 - logcount_predictions_loss: 1.0582 26/1855 [..............................] - ETA: 9:12 - loss: 379.5803 - logits_profile_predictions_loss: 374.9262 - logcount_predictions_loss: 1.0577 27/1855 [..............................] - ETA: 9:12 - loss: 379.4133 - logits_profile_predictions_loss: 374.7626 - logcount_predictions_loss: 1.0570 28/1855 [..............................] - ETA: 9:11 - loss: 379.4473 - logits_profile_predictions_loss: 374.7988 - logcount_predictions_loss: 1.0565 29/1855 [..............................] - ETA: 9:11 - loss: 379.5120 - logits_profile_predictions_loss: 374.8658 - logcount_predictions_loss: 1.0560 30/1855 [..............................] - ETA: 9:11 - loss: 379.6899 - logits_profile_predictions_loss: 375.0450 - logcount_predictions_loss: 1.0557 31/1855 [..............................] - ETA: 9:10 - loss: 379.8590 - logits_profile_predictions_loss: 375.2147 - logcount_predictions_loss: 1.0555 32/1855 [..............................] - ETA: 9:10 - loss: 380.0344 - logits_profile_predictions_loss: 375.3909 - logcount_predictions_loss: 1.0553 33/1855 [..............................] - ETA: 9:10 - loss: 380.2010 - logits_profile_predictions_loss: 375.5588 - logcount_predictions_loss: 1.0550 34/1855 [..............................] - ETA: 9:10 - loss: 380.3695 - logits_profile_predictions_loss: 375.7283 - logcount_predictions_loss: 1.0548 35/1855 [..............................] - ETA: 9:09 - loss: 380.3745 - logits_profile_predictions_loss: 375.7358 - logcount_predictions_loss: 1.0543 36/1855 [..............................] - ETA: 9:09 - loss: 380.3269 - logits_profile_predictions_loss: 375.6913 - logcount_predictions_loss: 1.0535 37/1855 [..............................] - ETA: 9:09 - loss: 380.2898 - logits_profile_predictions_loss: 375.6562 - logcount_predictions_loss: 1.0531 38/1855 [..............................] - ETA: 9:08 - loss: 380.2251 - logits_profile_predictions_loss: 375.5925 - logcount_predictions_loss: 1.0528 39/1855 [..............................] - ETA: 9:08 - loss: 380.2366 - logits_profile_predictions_loss: 375.6026 - logcount_predictions_loss: 1.0532 40/1855 [..............................] - ETA: 9:08 - loss: 380.2026 - logits_profile_predictions_loss: 375.5675 - logcount_predictions_loss: 1.0534 41/1855 [..............................] - ETA: 9:08 - loss: 380.1057 - logits_profile_predictions_loss: 375.4704 - logcount_predictions_loss: 1.0535 42/1855 [..............................] - ETA: 9:07 - loss: 380.0823 - logits_profile_predictions_loss: 375.4461 - logcount_predictions_loss: 1.0537 43/1855 [..............................] - ETA: 9:07 - loss: 380.0161 - logits_profile_predictions_loss: 375.3788 - logcount_predictions_loss: 1.0539 44/1855 [..............................] - ETA: 9:07 - loss: 379.9003 - logits_profile_predictions_loss: 375.2628 - logcount_predictions_loss: 1.0540 45/1855 [..............................] - ETA: 9:06 - loss: 379.7855 - logits_profile_predictions_loss: 375.1477 - logcount_predictions_loss: 1.0540 46/1855 [..............................] - ETA: 9:06 - loss: 379.6283 - logits_profile_predictions_loss: 374.9903 - logcount_predictions_loss: 1.0541 47/1855 [..............................] - ETA: 9:06 - loss: 379.4842 - logits_profile_predictions_loss: 374.8460 - logcount_predictions_loss: 1.0541 48/1855 [..............................] - ETA: 9:06 - loss: 379.3567 - logits_profile_predictions_loss: 374.7182 - logcount_predictions_loss: 1.0542 49/1855 [..............................] - ETA: 9:05 - loss: 379.2260 - logits_profile_predictions_loss: 374.5877 - logcount_predictions_loss: 1.0542 50/1855 [..............................] - ETA: 9:05 - loss: 379.1113 - logits_profile_predictions_loss: 374.4728 - logcount_predictions_loss: 1.0542 51/1855 [..............................] - ETA: 9:05 - loss: 379.0268 - logits_profile_predictions_loss: 374.3886 - logcount_predictions_loss: 1.0541 52/1855 [..............................] - ETA: 9:04 - loss: 378.9147 - logits_profile_predictions_loss: 374.2771 - logcount_predictions_loss: 1.0540 53/1855 [..............................] - ETA: 9:04 - loss: 378.8221 - logits_profile_predictions_loss: 374.1851 - logcount_predictions_loss: 1.0538 54/1855 [..............................] - ETA: 9:04 - loss: 378.7139 - logits_profile_predictions_loss: 374.0782 - logcount_predictions_loss: 1.0536 55/1855 [..............................] - ETA: 9:03 - loss: 378.5953 - logits_profile_predictions_loss: 373.9605 - logcount_predictions_loss: 1.0534 56/1855 [..............................] - ETA: 9:03 - loss: 378.4653 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 8:03 - loss: 378.4780 - logits_profile_predictions_loss: 373.9661 - logcount_predictions_loss: 1.0254 260/1855 [===>..........................] - ETA: 8:03 - loss: 378.4701 - logits_profile_predictions_loss: 373.9585 - logcount_predictions_loss: 1.0254 261/1855 [===>..........................] - ETA: 8:03 - loss: 378.4612 - logits_profile_predictions_loss: 373.9499 - logcount_predictions_loss: 1.0253 262/1855 [===>..........................] - ETA: 8:02 - loss: 378.4551 - logits_profile_predictions_loss: 373.9440 - logcount_predictions_loss: 1.0253 263/1855 [===>..........................] - ETA: 8:02 - loss: 378.4493 - logits_profile_predictions_loss: 373.9383 - logcount_predictions_loss: 1.0252 264/1855 [===>..........................] - ETA: 8:02 - loss: 378.4437 - logits_profile_predictions_loss: 373.9330 - logcount_predictions_loss: 1.0252 265/1855 [===>..........................] - ETA: 8:01 - loss: 378.4369 - 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[====>.........................] - ETA: 7:40 - loss: 378.1767 - logits_profile_predictions_loss: 373.6860 - logcount_predictions_loss: 1.0206 338/1855 [====>.........................] - ETA: 7:39 - loss: 378.1768 - logits_profile_predictions_loss: 373.6864 - logcount_predictions_loss: 1.0205 339/1855 [====>.........................] - ETA: 7:39 - loss: 378.1779 - logits_profile_predictions_loss: 373.6879 - logcount_predictions_loss: 1.0205 340/1855 [====>.........................] - ETA: 7:39 - loss: 378.1803 - logits_profile_predictions_loss: 373.6906 - logcount_predictions_loss: 1.0204 341/1855 [====>.........................] - ETA: 7:39 - loss: 378.1822 - logits_profile_predictions_loss: 373.6928 - logcount_predictions_loss: 1.0203 342/1855 [====>.........................] - ETA: 7:38 - loss: 378.1850 - logits_profile_predictions_loss: 373.6959 - logcount_predictions_loss: 1.0202 343/1855 [====>.........................] - ETA: 7:38 - loss: 378.1878 - 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[====>.........................] - ETA: 7:36 - loss: 378.2122 - logits_profile_predictions_loss: 373.7251 - logcount_predictions_loss: 1.0198 351/1855 [====>.........................] - ETA: 7:36 - loss: 378.2168 - logits_profile_predictions_loss: 373.7300 - logcount_predictions_loss: 1.0197 352/1855 [====>.........................] - ETA: 7:35 - loss: 378.2227 - logits_profile_predictions_loss: 373.7361 - logcount_predictions_loss: 1.0197 353/1855 [====>.........................] - ETA: 7:35 - loss: 378.2286 - logits_profile_predictions_loss: 373.7421 - logcount_predictions_loss: 1.0196 354/1855 [====>.........................] - ETA: 7:35 - loss: 378.2341 - logits_profile_predictions_loss: 373.7478 - logcount_predictions_loss: 1.0196 355/1855 [====>.........................] - ETA: 7:34 - loss: 378.2396 - logits_profile_predictions_loss: 373.7535 - logcount_predictions_loss: 1.0196 356/1855 [====>.........................] - ETA: 7:34 - loss: 378.2453 - 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[====>.........................] - ETA: 7:32 - loss: 378.2904 - logits_profile_predictions_loss: 373.8055 - logcount_predictions_loss: 1.0193 364/1855 [====>.........................] - ETA: 7:32 - loss: 378.2966 - logits_profile_predictions_loss: 373.8118 - logcount_predictions_loss: 1.0193 365/1855 [====>.........................] - ETA: 7:31 - loss: 378.3029 - logits_profile_predictions_loss: 373.8182 - logcount_predictions_loss: 1.0192 366/1855 [====>.........................] - ETA: 7:31 - loss: 378.3093 - logits_profile_predictions_loss: 373.8248 - logcount_predictions_loss: 1.0192 367/1855 [====>.........................] - ETA: 7:31 - loss: 378.3154 - logits_profile_predictions_loss: 373.8310 - logcount_predictions_loss: 1.0192 368/1855 [====>.........................] - ETA: 7:30 - loss: 378.3219 - logits_profile_predictions_loss: 373.8376 - logcount_predictions_loss: 1.0191 369/1855 [====>.........................] - ETA: 7:30 - loss: 378.3281 - logits_profile_predictions_loss: 373.8440 - logcount_predictions_loss: 1.0191 370/1855 [====>.........................] - ETA: 7:30 - loss: 378.3340 - logits_profile_predictions_loss: 373.8500 - logcount_predictions_loss: 1.0191 371/1855 [=====>........................] - ETA: 7:30 - loss: 378.3400 - logits_profile_predictions_loss: 373.8561 - logcount_predictions_loss: 1.0190 372/1855 [=====>........................] - ETA: 7:29 - loss: 378.3453 - logits_profile_predictions_loss: 373.8616 - logcount_predictions_loss: 1.0190 373/1855 [=====>........................] - ETA: 7:29 - loss: 378.3509 - logits_profile_predictions_loss: 373.8673 - logcount_predictions_loss: 1.0190 374/1855 [=====>........................] - ETA: 7:29 - loss: 378.3557 - logits_profile_predictions_loss: 373.8723 - logcount_predictions_loss: 1.0190 375/1855 [=====>........................] - ETA: 7:28 - loss: 378.3604 - logits_profile_predictions_loss: 373.8771 - logcount_predictions_loss: 1.0189 376/1855 [=====>........................] - ETA: 7:28 - loss: 378.3649 - logits_profile_predictions_loss: 373.8817 - logcount_predictions_loss: 1.0189 377/1855 [=====>........................] - ETA: 7:28 - loss: 378.3693 - logits_profile_predictions_loss: 373.8862 - logcount_predictions_loss: 1.0189 378/1855 [=====>........................] - ETA: 7:27 - loss: 378.3734 - logits_profile_predictions_loss: 373.8905 - logcount_predictions_loss: 1.0188 379/1855 [=====>........................] - ETA: 7:27 - loss: 378.3771 - logits_profile_predictions_loss: 373.8943 - logcount_predictions_loss: 1.0188 380/1855 [=====>........................] - ETA: 7:27 - loss: 378.3796 - logits_profile_predictions_loss: 373.8970 - logcount_predictions_loss: 1.0188 381/1855 [=====>........................] - ETA: 7:26 - loss: 378.3817 - logits_profile_predictions_loss: 373.8992 - logcount_predictions_loss: 1.0187 382/1855 [=====>........................] - ETA: 7:26 - loss: 378.3832 - logits_profile_predictions_loss: 373.9008 - logcount_predictions_loss: 1.0187 383/1855 [=====>........................] - ETA: 7:26 - loss: 378.3846 - logits_profile_predictions_loss: 373.9024 - logcount_predictions_loss: 1.0187 384/1855 [=====>........................] - ETA: 7:26 - loss: 378.3861 - logits_profile_predictions_loss: 373.9040 - logcount_predictions_loss: 1.0186 385/1855 [=====>........................] - ETA: 7:25 - loss: 378.3864 - logits_profile_predictions_loss: 373.9045 - logcount_predictions_loss: 1.0186 386/1855 [=====>........................] - ETA: 7:25 - loss: 378.3868 - logits_profile_predictions_loss: 373.9050 - logcount_predictions_loss: 1.0186 387/1855 [=====>........................] - ETA: 7:25 - loss: 378.3866 - logits_profile_predictions_loss: 373.9050 - logcount_predictions_loss: 1.0186 388/1855 [=====>........................] - ETA: 7:24 - loss: 378.3871 - logits_profile_predictions_loss: 373.9056 - logcount_predictions_loss: 1.0185 389/1855 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[============================>.] - ETA: 0s - loss: 377.9708 - logits_profile_predictions_loss: 373.6258 - logcount_predictions_loss: 0.9875 1853/1855 [============================>.] - ETA: 0s - loss: 377.9699 - logits_profile_predictions_loss: 373.6250 - logcount_predictions_loss: 0.9875 1854/1855 [============================>.] - ETA: 0s - loss: 377.9690 - logits_profile_predictions_loss: 373.6242 - logcount_predictions_loss: 0.9875 1855/1855 [==============================] - ETA: 0s - loss: 377.9681 - logits_profile_predictions_loss: 373.6233 - logcount_predictions_loss: 0.9875 1855/1855 [==============================] - 596s 321ms/step - loss: 377.9672 - logits_profile_predictions_loss: 373.6225 - logcount_predictions_loss: 0.9874 - val_loss: 464.5782 - val_logits_profile_predictions_loss: 460.9576 - val_logcount_predictions_loss: 0.8229 + +Epoch 00004: val_loss improved from 466.15555 to 464.57822, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 +Epoch 5/50 + 1/1855 [..............................] - ETA: 9:45 - loss: 361.6414 - logits_profile_predictions_loss: 358.2712 - logcount_predictions_loss: 0.7659 2/1855 [..............................] - ETA: 9:17 - loss: 364.8953 - logits_profile_predictions_loss: 361.2546 - logcount_predictions_loss: 0.8274 3/1855 [..............................] - ETA: 9:17 - loss: 375.8135 - logits_profile_predictions_loss: 372.1640 - logcount_predictions_loss: 0.8294 4/1855 [..............................] - ETA: 9:17 - loss: 380.5906 - logits_profile_predictions_loss: 376.9992 - logcount_predictions_loss: 0.8162 5/1855 [..............................] - ETA: 9:17 - loss: 383.1703 - logits_profile_predictions_loss: 379.5916 - logcount_predictions_loss: 0.8133 6/1855 [..............................] - ETA: 9:17 - loss: 384.8363 - logits_profile_predictions_loss: 381.2490 - logcount_predictions_loss: 0.8153 7/1855 [..............................] - ETA: 9:17 - loss: 385.4677 - logits_profile_predictions_loss: 381.8551 - logcount_predictions_loss: 0.8210 8/1855 [..............................] - ETA: 9:17 - loss: 386.6749 - logits_profile_predictions_loss: 383.0298 - logcount_predictions_loss: 0.8284 9/1855 [..............................] - ETA: 9:16 - loss: 386.7293 - logits_profile_predictions_loss: 383.0506 - logcount_predictions_loss: 0.8361 10/1855 [..............................] - ETA: 9:16 - loss: 386.1723 - logits_profile_predictions_loss: 382.4734 - logcount_predictions_loss: 0.8407 11/1855 [..............................] - ETA: 9:16 - loss: 384.9420 - logits_profile_predictions_loss: 381.2267 - logcount_predictions_loss: 0.8444 12/1855 [..............................] - ETA: 9:16 - loss: 383.3429 - logits_profile_predictions_loss: 379.6161 - logcount_predictions_loss: 0.8470 13/1855 [..............................] - ETA: 8:55 - loss: 381.7762 - logits_profile_predictions_loss: 378.0394 - logcount_predictions_loss: 0.8493 14/1855 [..............................] - ETA: 8:57 - loss: 380.5265 - logits_profile_predictions_loss: 376.7744 - logcount_predictions_loss: 0.8527 15/1855 [..............................] - ETA: 8:58 - loss: 379.7845 - logits_profile_predictions_loss: 376.0197 - logcount_predictions_loss: 0.8556 16/1855 [..............................] - ETA: 8:58 - loss: 378.9842 - logits_profile_predictions_loss: 375.2065 - logcount_predictions_loss: 0.8586 17/1855 [..............................] - ETA: 8:59 - loss: 378.5733 - logits_profile_predictions_loss: 374.7883 - logcount_predictions_loss: 0.8602 18/1855 [..............................] - ETA: 9:00 - loss: 377.9275 - logits_profile_predictions_loss: 374.1412 - logcount_predictions_loss: 0.8605 19/1855 [..............................] - ETA: 9:00 - loss: 377.4106 - logits_profile_predictions_loss: 373.6172 - logcount_predictions_loss: 0.8621 20/1855 [..............................] - ETA: 9:01 - loss: 376.8676 - logits_profile_predictions_loss: 373.0687 - logcount_predictions_loss: 0.8634 21/1855 [..............................] - ETA: 9:01 - loss: 376.2588 - logits_profile_predictions_loss: 372.4551 - logcount_predictions_loss: 0.8645 22/1855 [..............................] - ETA: 9:01 - loss: 375.5237 - logits_profile_predictions_loss: 371.7152 - logcount_predictions_loss: 0.8656 23/1855 [..............................] - ETA: 9:02 - loss: 374.9771 - logits_profile_predictions_loss: 371.1632 - logcount_predictions_loss: 0.8668 24/1855 [..............................] - ETA: 9:02 - loss: 374.5369 - logits_profile_predictions_loss: 370.7184 - logcount_predictions_loss: 0.8679 25/1855 [..............................] - ETA: 9:02 - loss: 374.1810 - logits_profile_predictions_loss: 370.3584 - logcount_predictions_loss: 0.8688 26/1855 [..............................] - ETA: 9:02 - loss: 373.7256 - logits_profile_predictions_loss: 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loss: 370.5276 - logits_profile_predictions_loss: 366.6820 - logcount_predictions_loss: 0.8740 34/1855 [..............................] - ETA: 9:02 - loss: 370.1417 - logits_profile_predictions_loss: 366.2944 - logcount_predictions_loss: 0.8744 35/1855 [..............................] - ETA: 9:02 - loss: 369.7788 - logits_profile_predictions_loss: 365.9309 - logcount_predictions_loss: 0.8745 36/1855 [..............................] - ETA: 9:02 - loss: 369.3857 - logits_profile_predictions_loss: 365.5372 - logcount_predictions_loss: 0.8746 37/1855 [..............................] - ETA: 9:02 - loss: 369.0432 - logits_profile_predictions_loss: 365.1949 - logcount_predictions_loss: 0.8746 38/1855 [..............................] - ETA: 9:02 - loss: 368.6618 - logits_profile_predictions_loss: 364.8135 - logcount_predictions_loss: 0.8746 39/1855 [..............................] - ETA: 9:02 - loss: 368.2817 - logits_profile_predictions_loss: 364.4330 - logcount_predictions_loss: 0.8747 40/1855 [..............................] - ETA: 9:02 - loss: 367.9204 - logits_profile_predictions_loss: 364.0717 - logcount_predictions_loss: 0.8747 41/1855 [..............................] - ETA: 9:01 - loss: 367.6524 - logits_profile_predictions_loss: 363.8033 - logcount_predictions_loss: 0.8748 42/1855 [..............................] - ETA: 9:01 - loss: 367.3910 - logits_profile_predictions_loss: 363.5404 - logcount_predictions_loss: 0.8751 43/1855 [..............................] - ETA: 9:01 - loss: 367.1478 - logits_profile_predictions_loss: 363.2949 - logcount_predictions_loss: 0.8757 44/1855 [..............................] - ETA: 9:01 - loss: 366.9302 - logits_profile_predictions_loss: 363.0752 - logcount_predictions_loss: 0.8761 45/1855 [..............................] - ETA: 9:01 - loss: 366.7252 - logits_profile_predictions_loss: 362.8686 - logcount_predictions_loss: 0.8765 46/1855 [..............................] - ETA: 9:01 - loss: 366.5211 - 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[..............................] - ETA: 8:59 - loss: 365.3426 - logits_profile_predictions_loss: 361.4728 - logcount_predictions_loss: 0.8795 54/1855 [..............................] - ETA: 8:59 - loss: 365.2304 - logits_profile_predictions_loss: 361.3585 - logcount_predictions_loss: 0.8800 55/1855 [..............................] - ETA: 8:59 - loss: 365.1242 - logits_profile_predictions_loss: 361.2507 - logcount_predictions_loss: 0.8803 56/1855 [..............................] - ETA: 8:59 - loss: 364.9995 - logits_profile_predictions_loss: 361.1245 - logcount_predictions_loss: 0.8807 57/1855 [..............................] - ETA: 8:58 - loss: 364.8708 - logits_profile_predictions_loss: 360.9946 - logcount_predictions_loss: 0.8810 58/1855 [..............................] - ETA: 8:58 - loss: 364.7404 - logits_profile_predictions_loss: 360.8632 - logcount_predictions_loss: 0.8812 59/1855 [..............................] - ETA: 8:58 - loss: 364.6046 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 7:46 - loss: 364.0154 - logits_profile_predictions_loss: 360.0920 - logcount_predictions_loss: 0.8917 315/1855 [====>.........................] - ETA: 7:46 - loss: 364.0260 - logits_profile_predictions_loss: 360.1027 - logcount_predictions_loss: 0.8917 316/1855 [====>.........................] - ETA: 7:45 - loss: 364.0367 - logits_profile_predictions_loss: 360.1134 - logcount_predictions_loss: 0.8917 317/1855 [====>.........................] - ETA: 7:45 - loss: 364.0481 - logits_profile_predictions_loss: 360.1247 - logcount_predictions_loss: 0.8917 318/1855 [====>.........................] - ETA: 7:45 - loss: 364.0589 - logits_profile_predictions_loss: 360.1355 - logcount_predictions_loss: 0.8917 319/1855 [====>.........................] - ETA: 7:44 - loss: 364.0689 - logits_profile_predictions_loss: 360.1454 - logcount_predictions_loss: 0.8917 320/1855 [====>.........................] - ETA: 7:44 - loss: 364.0790 - 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[====>.........................] - ETA: 7:42 - loss: 364.1422 - logits_profile_predictions_loss: 360.2182 - logcount_predictions_loss: 0.8918 328/1855 [====>.........................] - ETA: 7:42 - loss: 364.1499 - logits_profile_predictions_loss: 360.2258 - logcount_predictions_loss: 0.8918 329/1855 [====>.........................] - ETA: 7:41 - loss: 364.1574 - logits_profile_predictions_loss: 360.2332 - logcount_predictions_loss: 0.8918 330/1855 [====>.........................] - ETA: 7:41 - loss: 364.1644 - logits_profile_predictions_loss: 360.2401 - logcount_predictions_loss: 0.8919 331/1855 [====>.........................] - ETA: 7:41 - loss: 364.1721 - logits_profile_predictions_loss: 360.2477 - logcount_predictions_loss: 0.8919 332/1855 [====>.........................] - ETA: 7:41 - loss: 364.1798 - logits_profile_predictions_loss: 360.2552 - logcount_predictions_loss: 0.8919 333/1855 [====>.........................] - ETA: 7:40 - loss: 364.1875 - logits_profile_predictions_loss: 360.2628 - logcount_predictions_loss: 0.8920 334/1855 [====>.........................] - ETA: 7:40 - loss: 364.1951 - logits_profile_predictions_loss: 360.2703 - logcount_predictions_loss: 0.8920 335/1855 [====>.........................] - ETA: 7:40 - loss: 364.2025 - logits_profile_predictions_loss: 360.2775 - logcount_predictions_loss: 0.8920 336/1855 [====>.........................] - ETA: 7:39 - loss: 364.2095 - logits_profile_predictions_loss: 360.2844 - logcount_predictions_loss: 0.8921 337/1855 [====>.........................] - ETA: 7:39 - loss: 364.2171 - logits_profile_predictions_loss: 360.2918 - logcount_predictions_loss: 0.8921 338/1855 [====>.........................] - ETA: 7:39 - loss: 364.2246 - logits_profile_predictions_loss: 360.2992 - logcount_predictions_loss: 0.8921 339/1855 [====>.........................] - ETA: 7:38 - loss: 364.2324 - logits_profile_predictions_loss: 360.3069 - logcount_predictions_loss: 0.8922 340/1855 [====>.........................] - ETA: 7:38 - loss: 364.2397 - logits_profile_predictions_loss: 360.3140 - logcount_predictions_loss: 0.8922 341/1855 [====>.........................] - ETA: 7:38 - loss: 364.2459 - logits_profile_predictions_loss: 360.3200 - logcount_predictions_loss: 0.8922 342/1855 [====>.........................] - ETA: 7:38 - loss: 364.2520 - logits_profile_predictions_loss: 360.3260 - logcount_predictions_loss: 0.8922 343/1855 [====>.........................] - ETA: 7:37 - loss: 364.2578 - logits_profile_predictions_loss: 360.3317 - logcount_predictions_loss: 0.8923 344/1855 [====>.........................] - ETA: 7:37 - loss: 364.2632 - logits_profile_predictions_loss: 360.3370 - logcount_predictions_loss: 0.8923 345/1855 [====>.........................] - ETA: 7:37 - loss: 364.2679 - logits_profile_predictions_loss: 360.3416 - logcount_predictions_loss: 0.8923 346/1855 [====>.........................] - ETA: 7:36 - loss: 364.2724 - logits_profile_predictions_loss: 360.3459 - logcount_predictions_loss: 0.8924 347/1855 [====>.........................] - ETA: 7:36 - loss: 364.2774 - logits_profile_predictions_loss: 360.3508 - logcount_predictions_loss: 0.8924 348/1855 [====>.........................] - ETA: 7:36 - loss: 364.2819 - logits_profile_predictions_loss: 360.3552 - logcount_predictions_loss: 0.8924 349/1855 [====>.........................] - ETA: 7:35 - loss: 364.2858 - logits_profile_predictions_loss: 360.3590 - logcount_predictions_loss: 0.8924 350/1855 [====>.........................] - ETA: 7:35 - loss: 364.2894 - logits_profile_predictions_loss: 360.3625 - logcount_predictions_loss: 0.8925 351/1855 [====>.........................] - ETA: 7:35 - loss: 364.2929 - logits_profile_predictions_loss: 360.3658 - logcount_predictions_loss: 0.8925 352/1855 [====>.........................] - ETA: 7:35 - loss: 364.2968 - logits_profile_predictions_loss: 360.3696 - logcount_predictions_loss: 0.8925 353/1855 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[==============================] - ETA: 0s - loss: 368.2235 - logits_profile_predictions_loss: 364.2498 - logcount_predictions_loss: 0.9031 1855/1855 [==============================] - 596s 321ms/step - loss: 368.2245 - logits_profile_predictions_loss: 364.2509 - logcount_predictions_loss: 0.9031 - val_loss: 461.0280 - val_logits_profile_predictions_loss: 457.3958 - val_logcount_predictions_loss: 0.8255 + +Epoch 00005: val_loss improved from 464.57822 to 461.02805, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 +Epoch 6/50 + 1/1855 [..............................] - ETA: 9:51 - loss: 345.8568 - logits_profile_predictions_loss: 342.5000 - logcount_predictions_loss: 0.7629 2/1855 [..............................] - ETA: 9:17 - loss: 324.4296 - logits_profile_predictions_loss: 321.0506 - logcount_predictions_loss: 0.7680 3/1855 [..............................] - ETA: 9:17 - loss: 338.4187 - 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[..............................] - ETA: 9:16 - loss: 341.2748 - logits_profile_predictions_loss: 337.5442 - logcount_predictions_loss: 0.8479 11/1855 [..............................] - ETA: 9:16 - loss: 340.7807 - logits_profile_predictions_loss: 337.0444 - logcount_predictions_loss: 0.8492 12/1855 [..............................] - ETA: 9:16 - loss: 340.6196 - logits_profile_predictions_loss: 336.8812 - logcount_predictions_loss: 0.8496 13/1855 [..............................] - ETA: 9:15 - loss: 340.6342 - logits_profile_predictions_loss: 336.8928 - logcount_predictions_loss: 0.8503 14/1855 [..............................] - ETA: 9:15 - loss: 340.5580 - logits_profile_predictions_loss: 336.8156 - logcount_predictions_loss: 0.8506 15/1855 [..............................] - ETA: 9:15 - loss: 340.1544 - logits_profile_predictions_loss: 336.4168 - logcount_predictions_loss: 0.8495 16/1855 [..............................] - ETA: 9:14 - loss: 339.6028 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 361.1840 - logcount_predictions_loss: 0.8851 1852/1855 [============================>.] - ETA: 0s - loss: 365.0787 - logits_profile_predictions_loss: 361.1844 - logcount_predictions_loss: 0.8851 1853/1855 [============================>.] - ETA: 0s - loss: 365.0792 - logits_profile_predictions_loss: 361.1849 - logcount_predictions_loss: 0.8851 1854/1855 [============================>.] - ETA: 0s - loss: 365.0797 - logits_profile_predictions_loss: 361.1854 - logcount_predictions_loss: 0.8851 1855/1855 [==============================] - ETA: 0s - loss: 365.0802 - logits_profile_predictions_loss: 361.1859 - logcount_predictions_loss: 0.8851 1855/1855 [==============================] - 596s 321ms/step - loss: 365.0806 - logits_profile_predictions_loss: 361.1864 - logcount_predictions_loss: 0.8851 - val_loss: 459.9770 - val_logits_profile_predictions_loss: 456.2798 - val_logcount_predictions_loss: 0.8403 + +Epoch 00006: val_loss improved from 461.02805 to 459.97702, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 +Epoch 7/50 + 1/1855 [..............................] - ETA: 9:36 - loss: 330.3156 - logits_profile_predictions_loss: 328.4164 - logcount_predictions_loss: 0.4316 2/1855 [..............................] - ETA: 9:18 - loss: 314.7208 - logits_profile_predictions_loss: 312.4184 - logcount_predictions_loss: 0.5233 3/1855 [..............................] - ETA: 9:17 - loss: 311.6284 - logits_profile_predictions_loss: 309.0666 - logcount_predictions_loss: 0.5822 4/1855 [..............................] - ETA: 9:18 - loss: 307.7942 - logits_profile_predictions_loss: 305.1650 - logcount_predictions_loss: 0.5976 5/1855 [..............................] - ETA: 9:18 - loss: 305.3996 - logits_profile_predictions_loss: 302.7353 - logcount_predictions_loss: 0.6055 6/1855 [..............................] - ETA: 9:17 - loss: 305.9592 - 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[..............................] - ETA: 9:16 - loss: 317.3331 - logits_profile_predictions_loss: 314.3964 - logcount_predictions_loss: 0.6674 14/1855 [..............................] - ETA: 9:15 - loss: 319.3087 - logits_profile_predictions_loss: 316.3488 - logcount_predictions_loss: 0.6727 15/1855 [..............................] - ETA: 9:15 - loss: 320.6707 - logits_profile_predictions_loss: 317.6915 - logcount_predictions_loss: 0.6771 16/1855 [..............................] - ETA: 9:15 - loss: 321.8760 - logits_profile_predictions_loss: 318.8821 - logcount_predictions_loss: 0.6804 17/1855 [..............................] - ETA: 9:14 - loss: 323.1448 - logits_profile_predictions_loss: 320.1358 - logcount_predictions_loss: 0.6839 18/1855 [..............................] - ETA: 9:14 - loss: 324.4399 - logits_profile_predictions_loss: 321.4180 - logcount_predictions_loss: 0.6868 19/1855 [..............................] - ETA: 9:14 - loss: 325.7458 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 8:08 - loss: 351.9896 - logits_profile_predictions_loss: 348.4029 - logcount_predictions_loss: 0.8152 243/1855 [==>...........................] - ETA: 8:08 - loss: 352.0115 - logits_profile_predictions_loss: 348.4243 - logcount_predictions_loss: 0.8153 244/1855 [==>...........................] - ETA: 8:07 - loss: 352.0343 - logits_profile_predictions_loss: 348.4465 - logcount_predictions_loss: 0.8154 245/1855 [==>...........................] - ETA: 8:07 - loss: 352.0558 - logits_profile_predictions_loss: 348.4675 - logcount_predictions_loss: 0.8155 246/1855 [==>...........................] - ETA: 8:07 - loss: 352.0777 - logits_profile_predictions_loss: 348.4889 - logcount_predictions_loss: 0.8157 247/1855 [==>...........................] - ETA: 8:07 - loss: 352.0983 - logits_profile_predictions_loss: 348.5089 - logcount_predictions_loss: 0.8158 248/1855 [===>..........................] - ETA: 8:06 - loss: 352.1190 - 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[====>.........................] - ETA: 7:37 - loss: 353.7515 - logits_profile_predictions_loss: 350.1198 - logcount_predictions_loss: 0.8254 347/1855 [====>.........................] - ETA: 7:37 - loss: 353.7624 - logits_profile_predictions_loss: 350.1304 - logcount_predictions_loss: 0.8255 348/1855 [====>.........................] - ETA: 7:36 - loss: 353.7730 - logits_profile_predictions_loss: 350.1408 - logcount_predictions_loss: 0.8255 349/1855 [====>.........................] - ETA: 7:36 - loss: 353.7830 - logits_profile_predictions_loss: 350.1506 - logcount_predictions_loss: 0.8255 350/1855 [====>.........................] - ETA: 7:36 - loss: 353.7928 - logits_profile_predictions_loss: 350.1602 - logcount_predictions_loss: 0.8256 351/1855 [====>.........................] - ETA: 7:35 - loss: 353.8027 - logits_profile_predictions_loss: 350.1699 - logcount_predictions_loss: 0.8256 352/1855 [====>.........................] - ETA: 7:35 - loss: 353.8118 - 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[====>.........................] - ETA: 7:33 - loss: 353.8742 - logits_profile_predictions_loss: 350.2400 - logcount_predictions_loss: 0.8260 360/1855 [====>.........................] - ETA: 7:33 - loss: 353.8822 - logits_profile_predictions_loss: 350.2478 - logcount_predictions_loss: 0.8260 361/1855 [====>.........................] - ETA: 7:32 - loss: 353.8910 - logits_profile_predictions_loss: 350.2565 - logcount_predictions_loss: 0.8260 362/1855 [====>.........................] - ETA: 7:32 - loss: 353.8997 - logits_profile_predictions_loss: 350.2651 - logcount_predictions_loss: 0.8261 363/1855 [====>.........................] - ETA: 7:32 - loss: 353.9081 - logits_profile_predictions_loss: 350.2733 - logcount_predictions_loss: 0.8261 364/1855 [====>.........................] - ETA: 7:31 - loss: 353.9164 - logits_profile_predictions_loss: 350.2814 - logcount_predictions_loss: 0.8261 365/1855 [====>.........................] - ETA: 7:31 - loss: 353.9246 - 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[=====>........................] - ETA: 7:29 - loss: 353.9773 - logits_profile_predictions_loss: 350.3411 - logcount_predictions_loss: 0.8264 373/1855 [=====>........................] - ETA: 7:29 - loss: 353.9855 - logits_profile_predictions_loss: 350.3491 - logcount_predictions_loss: 0.8265 374/1855 [=====>........................] - ETA: 7:28 - loss: 353.9948 - logits_profile_predictions_loss: 350.3583 - logcount_predictions_loss: 0.8265 375/1855 [=====>........................] - ETA: 7:28 - loss: 354.0047 - logits_profile_predictions_loss: 350.3680 - logcount_predictions_loss: 0.8265 376/1855 [=====>........................] - ETA: 7:28 - loss: 354.0143 - logits_profile_predictions_loss: 350.3774 - logcount_predictions_loss: 0.8266 377/1855 [=====>........................] - ETA: 7:28 - loss: 354.0239 - logits_profile_predictions_loss: 350.3868 - logcount_predictions_loss: 0.8266 378/1855 [=====>........................] - ETA: 7:27 - loss: 354.0330 - 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[=====>........................] - ETA: 7:25 - loss: 354.0922 - logits_profile_predictions_loss: 350.4537 - logcount_predictions_loss: 0.8269 386/1855 [=====>........................] - ETA: 7:25 - loss: 354.1001 - logits_profile_predictions_loss: 350.4615 - logcount_predictions_loss: 0.8270 387/1855 [=====>........................] - ETA: 7:25 - loss: 354.1082 - logits_profile_predictions_loss: 350.4695 - logcount_predictions_loss: 0.8270 388/1855 [=====>........................] - ETA: 7:24 - loss: 354.1168 - logits_profile_predictions_loss: 350.4779 - logcount_predictions_loss: 0.8270 389/1855 [=====>........................] - ETA: 7:24 - loss: 354.1255 - logits_profile_predictions_loss: 350.4864 - logcount_predictions_loss: 0.8271 390/1855 [=====>........................] - ETA: 7:24 - loss: 354.1341 - logits_profile_predictions_loss: 350.4949 - logcount_predictions_loss: 0.8271 391/1855 [=====>........................] - ETA: 7:23 - loss: 354.1428 - 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[====>.........................] - ETA: 7:36 - loss: 363.8847 - logits_profile_predictions_loss: 360.2662 - logcount_predictions_loss: 0.8224 350/1855 [====>.........................] - ETA: 7:36 - loss: 363.8864 - logits_profile_predictions_loss: 360.2677 - logcount_predictions_loss: 0.8224 351/1855 [====>.........................] - ETA: 7:35 - loss: 363.8872 - logits_profile_predictions_loss: 360.2684 - logcount_predictions_loss: 0.8225 352/1855 [====>.........................] - ETA: 7:35 - loss: 363.8875 - logits_profile_predictions_loss: 360.2685 - logcount_predictions_loss: 0.8225 353/1855 [====>.........................] - ETA: 7:35 - loss: 363.8880 - logits_profile_predictions_loss: 360.2690 - logcount_predictions_loss: 0.8225 354/1855 [====>.........................] - ETA: 7:34 - loss: 363.8886 - logits_profile_predictions_loss: 360.2694 - logcount_predictions_loss: 0.8225 355/1855 [====>.........................] - ETA: 7:34 - loss: 363.8901 - 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[============================>.] - ETA: 1s - loss: 360.8248 - logits_profile_predictions_loss: 357.2417 - logcount_predictions_loss: 0.8144 1852/1855 [============================>.] - ETA: 0s - loss: 360.8239 - logits_profile_predictions_loss: 357.2408 - logcount_predictions_loss: 0.8144 1853/1855 [============================>.] - ETA: 0s - loss: 360.8231 - logits_profile_predictions_loss: 357.2400 - logcount_predictions_loss: 0.8143 1854/1855 [============================>.] - ETA: 0s - loss: 360.8222 - logits_profile_predictions_loss: 357.2391 - logcount_predictions_loss: 0.8143 1855/1855 [==============================] - ETA: 0s - loss: 360.8213 - logits_profile_predictions_loss: 357.2383 - logcount_predictions_loss: 0.8143 1855/1855 [==============================] - 597s 322ms/step - loss: 360.8205 - logits_profile_predictions_loss: 357.2375 - logcount_predictions_loss: 0.8143 - val_loss: 454.6779 - val_logits_profile_predictions_loss: 451.4023 - val_logcount_predictions_loss: 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[..............................] - ETA: 9:20 - loss: 381.5153 - logits_profile_predictions_loss: 377.8828 - logcount_predictions_loss: 0.8256 8/1855 [..............................] - ETA: 9:20 - loss: 379.6450 - logits_profile_predictions_loss: 376.0742 - logcount_predictions_loss: 0.8115 9/1855 [..............................] - ETA: 9:20 - loss: 378.4219 - logits_profile_predictions_loss: 374.9119 - logcount_predictions_loss: 0.7977 10/1855 [..............................] - ETA: 9:20 - loss: 377.1183 - logits_profile_predictions_loss: 373.6569 - logcount_predictions_loss: 0.7867 11/1855 [..............................] - ETA: 9:20 - loss: 376.6603 - logits_profile_predictions_loss: 373.2434 - logcount_predictions_loss: 0.7766 12/1855 [..............................] - ETA: 9:19 - loss: 375.5476 - logits_profile_predictions_loss: 372.1680 - logcount_predictions_loss: 0.7681 13/1855 [..............................] - ETA: 9:19 - loss: 374.7388 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 8:13 - loss: 352.8359 - logits_profile_predictions_loss: 349.4933 - logcount_predictions_loss: 0.7597 237/1855 [==>...........................] - ETA: 8:12 - loss: 352.8310 - logits_profile_predictions_loss: 349.4880 - logcount_predictions_loss: 0.7597 238/1855 [==>...........................] - ETA: 8:12 - loss: 352.8253 - logits_profile_predictions_loss: 349.4820 - logcount_predictions_loss: 0.7598 239/1855 [==>...........................] - ETA: 8:12 - loss: 352.8200 - logits_profile_predictions_loss: 349.4764 - logcount_predictions_loss: 0.7599 240/1855 [==>...........................] - ETA: 8:11 - loss: 352.8130 - logits_profile_predictions_loss: 349.4690 - logcount_predictions_loss: 0.7600 241/1855 [==>...........................] - ETA: 8:11 - loss: 352.8058 - logits_profile_predictions_loss: 349.4616 - logcount_predictions_loss: 0.7600 242/1855 [==>...........................] - ETA: 8:11 - loss: 352.7983 - 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[===>..........................] - ETA: 8:09 - loss: 352.7444 - logits_profile_predictions_loss: 349.3980 - logcount_predictions_loss: 0.7605 250/1855 [===>..........................] - ETA: 8:08 - loss: 352.7363 - logits_profile_predictions_loss: 349.3896 - logcount_predictions_loss: 0.7606 251/1855 [===>..........................] - ETA: 8:08 - loss: 352.7279 - logits_profile_predictions_loss: 349.3810 - logcount_predictions_loss: 0.7607 252/1855 [===>..........................] - ETA: 8:08 - loss: 352.7204 - logits_profile_predictions_loss: 349.3732 - logcount_predictions_loss: 0.7607 253/1855 [===>..........................] - ETA: 8:07 - loss: 352.7136 - logits_profile_predictions_loss: 349.3662 - logcount_predictions_loss: 0.7608 254/1855 [===>..........................] - ETA: 8:07 - loss: 352.7062 - logits_profile_predictions_loss: 349.3585 - logcount_predictions_loss: 0.7608 255/1855 [===>..........................] - ETA: 8:07 - loss: 352.6998 - 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[===>..........................] - ETA: 8:05 - loss: 352.6698 - logits_profile_predictions_loss: 349.3200 - logcount_predictions_loss: 0.7613 263/1855 [===>..........................] - ETA: 8:04 - loss: 352.6697 - logits_profile_predictions_loss: 349.3195 - logcount_predictions_loss: 0.7614 264/1855 [===>..........................] - ETA: 8:04 - loss: 352.6692 - logits_profile_predictions_loss: 349.3188 - logcount_predictions_loss: 0.7614 265/1855 [===>..........................] - ETA: 8:04 - loss: 352.6690 - logits_profile_predictions_loss: 349.3182 - logcount_predictions_loss: 0.7615 266/1855 [===>..........................] - ETA: 8:03 - loss: 352.6695 - logits_profile_predictions_loss: 349.3185 - logcount_predictions_loss: 0.7616 267/1855 [===>..........................] - ETA: 8:03 - loss: 352.6683 - logits_profile_predictions_loss: 349.3170 - logcount_predictions_loss: 0.7616 268/1855 [===>..........................] - ETA: 8:03 - loss: 352.6688 - 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[===>..........................] - ETA: 8:01 - loss: 352.6706 - logits_profile_predictions_loss: 349.3168 - logcount_predictions_loss: 0.7622 276/1855 [===>..........................] - ETA: 8:00 - loss: 352.6704 - logits_profile_predictions_loss: 349.3164 - logcount_predictions_loss: 0.7623 277/1855 [===>..........................] - ETA: 8:00 - loss: 352.6697 - logits_profile_predictions_loss: 349.3153 - logcount_predictions_loss: 0.7623 278/1855 [===>..........................] - ETA: 8:00 - loss: 352.6693 - logits_profile_predictions_loss: 349.3145 - logcount_predictions_loss: 0.7624 279/1855 [===>..........................] - ETA: 7:59 - loss: 352.6691 - logits_profile_predictions_loss: 349.3140 - logcount_predictions_loss: 0.7625 280/1855 [===>..........................] - ETA: 7:59 - loss: 352.6679 - logits_profile_predictions_loss: 349.3126 - logcount_predictions_loss: 0.7626 281/1855 [===>..........................] - ETA: 7:59 - loss: 352.6669 - 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[===>..........................] - ETA: 7:57 - loss: 352.6648 - logits_profile_predictions_loss: 349.3073 - logcount_predictions_loss: 0.7631 289/1855 [===>..........................] - ETA: 7:56 - loss: 352.6646 - logits_profile_predictions_loss: 349.3068 - logcount_predictions_loss: 0.7631 290/1855 [===>..........................] - ETA: 7:56 - loss: 352.6641 - logits_profile_predictions_loss: 349.3060 - logcount_predictions_loss: 0.7632 291/1855 [===>..........................] - ETA: 7:56 - loss: 352.6635 - logits_profile_predictions_loss: 349.3051 - logcount_predictions_loss: 0.7633 292/1855 [===>..........................] - ETA: 7:55 - loss: 352.6630 - logits_profile_predictions_loss: 349.3043 - logcount_predictions_loss: 0.7633 293/1855 [===>..........................] - ETA: 7:55 - loss: 352.6618 - logits_profile_predictions_loss: 349.3028 - logcount_predictions_loss: 0.7634 294/1855 [===>..........................] - ETA: 7:55 - loss: 352.6611 - 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[===>..........................] - ETA: 7:53 - loss: 352.6557 - logits_profile_predictions_loss: 349.2943 - logcount_predictions_loss: 0.7639 302/1855 [===>..........................] - ETA: 7:52 - loss: 352.6552 - logits_profile_predictions_loss: 349.2936 - logcount_predictions_loss: 0.7640 303/1855 [===>..........................] - ETA: 7:52 - loss: 352.6541 - logits_profile_predictions_loss: 349.2921 - logcount_predictions_loss: 0.7641 304/1855 [===>..........................] - ETA: 7:52 - loss: 352.6526 - logits_profile_predictions_loss: 349.2904 - logcount_predictions_loss: 0.7641 305/1855 [===>..........................] - ETA: 7:52 - loss: 352.6512 - logits_profile_predictions_loss: 349.2887 - logcount_predictions_loss: 0.7642 306/1855 [===>..........................] - ETA: 7:51 - loss: 352.6496 - logits_profile_predictions_loss: 349.2868 - logcount_predictions_loss: 0.7643 307/1855 [===>..........................] - ETA: 7:51 - loss: 352.6495 - 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[====>.........................] - ETA: 7:49 - loss: 352.6625 - logits_profile_predictions_loss: 349.2974 - logcount_predictions_loss: 0.7648 315/1855 [====>.........................] - ETA: 7:48 - loss: 352.6648 - logits_profile_predictions_loss: 349.2994 - logcount_predictions_loss: 0.7648 316/1855 [====>.........................] - ETA: 7:48 - loss: 352.6674 - logits_profile_predictions_loss: 349.3018 - logcount_predictions_loss: 0.7649 317/1855 [====>.........................] - ETA: 7:48 - loss: 352.6707 - logits_profile_predictions_loss: 349.3048 - logcount_predictions_loss: 0.7650 318/1855 [====>.........................] - ETA: 7:48 - loss: 352.6734 - logits_profile_predictions_loss: 349.3073 - logcount_predictions_loss: 0.7650 319/1855 [====>.........................] - ETA: 7:47 - loss: 352.6766 - logits_profile_predictions_loss: 349.3102 - logcount_predictions_loss: 0.7651 320/1855 [====>.........................] - ETA: 7:47 - loss: 352.6802 - 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[====>.........................] - ETA: 7:41 - loss: 352.7588 - logits_profile_predictions_loss: 349.3868 - logcount_predictions_loss: 0.7663 341/1855 [====>.........................] - ETA: 7:41 - loss: 352.7643 - logits_profile_predictions_loss: 349.3920 - logcount_predictions_loss: 0.7664 342/1855 [====>.........................] - ETA: 7:40 - loss: 352.7692 - logits_profile_predictions_loss: 349.3967 - logcount_predictions_loss: 0.7665 343/1855 [====>.........................] - ETA: 7:40 - loss: 352.7743 - logits_profile_predictions_loss: 349.4016 - logcount_predictions_loss: 0.7665 344/1855 [====>.........................] - ETA: 7:40 - loss: 352.7793 - logits_profile_predictions_loss: 349.4062 - logcount_predictions_loss: 0.7666 345/1855 [====>.........................] - ETA: 7:39 - loss: 352.7840 - logits_profile_predictions_loss: 349.4107 - logcount_predictions_loss: 0.7666 346/1855 [====>.........................] - ETA: 7:39 - loss: 352.7892 - 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[====>.........................] - ETA: 7:37 - loss: 352.8271 - logits_profile_predictions_loss: 349.4517 - logcount_predictions_loss: 0.7671 354/1855 [====>.........................] - ETA: 7:37 - loss: 352.8319 - logits_profile_predictions_loss: 349.4563 - logcount_predictions_loss: 0.7672 355/1855 [====>.........................] - ETA: 7:36 - loss: 352.8370 - logits_profile_predictions_loss: 349.4611 - logcount_predictions_loss: 0.7672 356/1855 [====>.........................] - ETA: 7:36 - loss: 352.8419 - logits_profile_predictions_loss: 349.4658 - logcount_predictions_loss: 0.7673 357/1855 [====>.........................] - ETA: 7:36 - loss: 352.8476 - logits_profile_predictions_loss: 349.4713 - logcount_predictions_loss: 0.7673 358/1855 [====>.........................] - ETA: 7:35 - loss: 352.8533 - logits_profile_predictions_loss: 349.4768 - logcount_predictions_loss: 0.7674 359/1855 [====>.........................] - ETA: 7:35 - loss: 352.8589 - 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[====>.........................] - ETA: 7:33 - loss: 352.9032 - logits_profile_predictions_loss: 349.5247 - logcount_predictions_loss: 0.7678 367/1855 [====>.........................] - ETA: 7:33 - loss: 352.9100 - logits_profile_predictions_loss: 349.5314 - logcount_predictions_loss: 0.7679 368/1855 [====>.........................] - ETA: 7:32 - loss: 352.9175 - logits_profile_predictions_loss: 349.5386 - logcount_predictions_loss: 0.7679 369/1855 [====>.........................] - ETA: 7:32 - loss: 352.9241 - logits_profile_predictions_loss: 349.5449 - logcount_predictions_loss: 0.7680 370/1855 [====>.........................] - ETA: 7:32 - loss: 352.9300 - logits_profile_predictions_loss: 349.5506 - logcount_predictions_loss: 0.7680 371/1855 [=====>........................] - ETA: 7:31 - loss: 352.9358 - logits_profile_predictions_loss: 349.5561 - logcount_predictions_loss: 0.7681 372/1855 [=====>........................] - ETA: 7:31 - loss: 352.9412 - 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[=====>........................] - ETA: 7:29 - loss: 352.9793 - logits_profile_predictions_loss: 349.5976 - logcount_predictions_loss: 0.7685 380/1855 [=====>........................] - ETA: 7:29 - loss: 352.9847 - logits_profile_predictions_loss: 349.6028 - logcount_predictions_loss: 0.7686 381/1855 [=====>........................] - ETA: 7:28 - loss: 352.9897 - logits_profile_predictions_loss: 349.6076 - logcount_predictions_loss: 0.7687 382/1855 [=====>........................] - ETA: 7:28 - loss: 352.9946 - logits_profile_predictions_loss: 349.6122 - logcount_predictions_loss: 0.7687 383/1855 [=====>........................] - ETA: 7:28 - loss: 352.9988 - logits_profile_predictions_loss: 349.6161 - logcount_predictions_loss: 0.7688 384/1855 [=====>........................] - ETA: 7:27 - loss: 353.0029 - logits_profile_predictions_loss: 349.6200 - logcount_predictions_loss: 0.7688 385/1855 [=====>........................] - ETA: 7:27 - loss: 353.0073 - 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[=====>........................] - ETA: 7:25 - loss: 353.0348 - logits_profile_predictions_loss: 349.6502 - logcount_predictions_loss: 0.7692 393/1855 [=====>........................] - ETA: 7:25 - loss: 353.0379 - logits_profile_predictions_loss: 349.6530 - logcount_predictions_loss: 0.7693 394/1855 [=====>........................] - ETA: 7:24 - loss: 353.0410 - logits_profile_predictions_loss: 349.6560 - logcount_predictions_loss: 0.7693 395/1855 [=====>........................] - ETA: 7:24 - loss: 353.0441 - logits_profile_predictions_loss: 349.6589 - logcount_predictions_loss: 0.7694 396/1855 [=====>........................] - ETA: 7:24 - loss: 353.0471 - logits_profile_predictions_loss: 349.6617 - logcount_predictions_loss: 0.7694 397/1855 [=====>........................] - ETA: 7:24 - loss: 353.0501 - logits_profile_predictions_loss: 349.6645 - logcount_predictions_loss: 0.7694 398/1855 [=====>........................] - ETA: 7:23 - loss: 353.0534 - 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[=====>........................] - ETA: 7:21 - loss: 353.0846 - logits_profile_predictions_loss: 349.6974 - logcount_predictions_loss: 0.7698 406/1855 [=====>........................] - ETA: 7:21 - loss: 353.0896 - logits_profile_predictions_loss: 349.7022 - logcount_predictions_loss: 0.7698 407/1855 [=====>........................] - ETA: 7:20 - loss: 353.0953 - logits_profile_predictions_loss: 349.7077 - logcount_predictions_loss: 0.7699 408/1855 [=====>........................] - ETA: 7:20 - loss: 353.1006 - logits_profile_predictions_loss: 349.7128 - logcount_predictions_loss: 0.7699 409/1855 [=====>........................] - ETA: 7:20 - loss: 353.1058 - logits_profile_predictions_loss: 349.7178 - logcount_predictions_loss: 0.7700 410/1855 [=====>........................] - ETA: 7:20 - loss: 353.1111 - logits_profile_predictions_loss: 349.7229 - logcount_predictions_loss: 0.7700 411/1855 [=====>........................] - ETA: 7:19 - loss: 353.1165 - 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[=====>........................] - ETA: 7:17 - loss: 353.1522 - logits_profile_predictions_loss: 349.7625 - logcount_predictions_loss: 0.7704 419/1855 [=====>........................] - ETA: 7:17 - loss: 353.1579 - logits_profile_predictions_loss: 349.7680 - logcount_predictions_loss: 0.7704 420/1855 [=====>........................] - ETA: 7:16 - loss: 353.1640 - logits_profile_predictions_loss: 349.7739 - logcount_predictions_loss: 0.7705 421/1855 [=====>........................] - ETA: 7:16 - loss: 353.1701 - logits_profile_predictions_loss: 349.7798 - logcount_predictions_loss: 0.7705 422/1855 [=====>........................] - ETA: 7:16 - loss: 353.1766 - logits_profile_predictions_loss: 349.7861 - logcount_predictions_loss: 0.7706 423/1855 [=====>........................] - ETA: 7:16 - loss: 353.1831 - logits_profile_predictions_loss: 349.7923 - logcount_predictions_loss: 0.7706 424/1855 [=====>........................] - ETA: 7:15 - loss: 353.1895 - 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[=====>........................] - ETA: 7:13 - loss: 353.2335 - logits_profile_predictions_loss: 349.8412 - logcount_predictions_loss: 0.7710 432/1855 [=====>........................] - ETA: 7:13 - loss: 353.2390 - logits_profile_predictions_loss: 349.8464 - logcount_predictions_loss: 0.7710 433/1855 [======>.......................] - ETA: 7:13 - loss: 353.2440 - logits_profile_predictions_loss: 349.8513 - logcount_predictions_loss: 0.7711 434/1855 [======>.......................] - ETA: 7:12 - loss: 353.2494 - logits_profile_predictions_loss: 349.8565 - logcount_predictions_loss: 0.7711 435/1855 [======>.......................] - ETA: 7:12 - loss: 353.2550 - logits_profile_predictions_loss: 349.8619 - logcount_predictions_loss: 0.7711 436/1855 [======>.......................] - ETA: 7:12 - loss: 353.2605 - logits_profile_predictions_loss: 349.8673 - logcount_predictions_loss: 0.7712 437/1855 [======>.......................] - ETA: 7:11 - loss: 353.2661 - 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logits_profile_predictions_loss: 352.2504 - logcount_predictions_loss: 0.7831 1849/1855 [============================>.] - ETA: 1s - loss: 355.6967 - logits_profile_predictions_loss: 352.2511 - logcount_predictions_loss: 0.7831 1850/1855 [============================>.] - ETA: 1s - loss: 355.6974 - logits_profile_predictions_loss: 352.2518 - logcount_predictions_loss: 0.7831 1851/1855 [============================>.] - ETA: 1s - loss: 355.6981 - logits_profile_predictions_loss: 352.2525 - logcount_predictions_loss: 0.7831 1852/1855 [============================>.] - ETA: 0s - loss: 355.6988 - logits_profile_predictions_loss: 352.2532 - logcount_predictions_loss: 0.7831 1853/1855 [============================>.] - ETA: 0s - loss: 355.6996 - logits_profile_predictions_loss: 352.2539 - logcount_predictions_loss: 0.7831 1854/1855 [============================>.] - ETA: 0s - loss: 355.7003 - logits_profile_predictions_loss: 352.2547 - logcount_predictions_loss: 0.7831 1855/1855 [==============================] - ETA: 0s - loss: 355.7010 - logits_profile_predictions_loss: 352.2554 - logcount_predictions_loss: 0.7831 1855/1855 [==============================] - 598s 322ms/step - loss: 355.7017 - logits_profile_predictions_loss: 352.2561 - logcount_predictions_loss: 0.7831 - val_loss: 452.9358 - val_logits_profile_predictions_loss: 449.6143 - val_logcount_predictions_loss: 0.7548 + +Epoch 00009: val_loss improved from 454.51593 to 452.93582, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 +Epoch 10/50 + 1/1855 [..............................] - ETA: 9:50 - loss: 319.9845 - logits_profile_predictions_loss: 317.2206 - logcount_predictions_loss: 0.6282 2/1855 [..............................] - ETA: 9:22 - loss: 314.6409 - logits_profile_predictions_loss: 311.7268 - logcount_predictions_loss: 0.6623 3/1855 [..............................] - ETA: 9:21 - loss: 319.2012 - logits_profile_predictions_loss: 316.1841 - logcount_predictions_loss: 0.6857 4/1855 [..............................] - ETA: 9:21 - loss: 317.4876 - logits_profile_predictions_loss: 314.4041 - logcount_predictions_loss: 0.7008 5/1855 [..............................] - ETA: 9:21 - loss: 314.9388 - logits_profile_predictions_loss: 311.8461 - logcount_predictions_loss: 0.7029 6/1855 [..............................] - ETA: 9:21 - loss: 315.9249 - logits_profile_predictions_loss: 312.8149 - logcount_predictions_loss: 0.7068 7/1855 [..............................] - ETA: 9:21 - loss: 315.7641 - logits_profile_predictions_loss: 312.6224 - logcount_predictions_loss: 0.7140 8/1855 [..............................] - ETA: 9:21 - loss: 315.9904 - logits_profile_predictions_loss: 312.8202 - logcount_predictions_loss: 0.7205 9/1855 [..............................] - ETA: 9:20 - loss: 315.6229 - logits_profile_predictions_loss: 312.4362 - logcount_predictions_loss: 0.7242 10/1855 [..............................] - ETA: 9:20 - loss: 315.3681 - logits_profile_predictions_loss: 312.1739 - logcount_predictions_loss: 0.7259 11/1855 [..............................] - ETA: 9:20 - loss: 315.8547 - logits_profile_predictions_loss: 312.6591 - logcount_predictions_loss: 0.7263 12/1855 [..............................] - ETA: 9:19 - loss: 316.4642 - logits_profile_predictions_loss: 313.2586 - logcount_predictions_loss: 0.7286 13/1855 [..............................] - ETA: 9:19 - loss: 317.1027 - logits_profile_predictions_loss: 313.8915 - logcount_predictions_loss: 0.7298 14/1855 [..............................] - ETA: 9:19 - loss: 318.0209 - logits_profile_predictions_loss: 314.8007 - logcount_predictions_loss: 0.7318 15/1855 [..............................] - ETA: 9:19 - loss: 319.1125 - logits_profile_predictions_loss: 315.8785 - logcount_predictions_loss: 0.7350 16/1855 [..............................] - ETA: 9:18 - loss: 320.2227 - logits_profile_predictions_loss: 316.9735 - logcount_predictions_loss: 0.7385 17/1855 [..............................] - ETA: 9:18 - loss: 321.2798 - logits_profile_predictions_loss: 318.0190 - logcount_predictions_loss: 0.7411 18/1855 [..............................] - ETA: 9:18 - loss: 322.1809 - logits_profile_predictions_loss: 318.9134 - logcount_predictions_loss: 0.7426 19/1855 [..............................] - ETA: 9:17 - loss: 323.0679 - logits_profile_predictions_loss: 319.7943 - logcount_predictions_loss: 0.7440 20/1855 [..............................] - ETA: 9:17 - loss: 323.7771 - logits_profile_predictions_loss: 320.4990 - logcount_predictions_loss: 0.7450 21/1855 [..............................] - ETA: 9:17 - loss: 324.5229 - logits_profile_predictions_loss: 321.2398 - logcount_predictions_loss: 0.7462 22/1855 [..............................] - ETA: 9:17 - loss: 325.3256 - logits_profile_predictions_loss: 322.0387 - logcount_predictions_loss: 0.7470 23/1855 [..............................] - ETA: 9:16 - loss: 326.0264 - logits_profile_predictions_loss: 322.7359 - logcount_predictions_loss: 0.7478 24/1855 [..............................] - ETA: 9:16 - loss: 326.7892 - logits_profile_predictions_loss: 323.4953 - logcount_predictions_loss: 0.7486 25/1855 [..............................] - ETA: 9:16 - loss: 327.6894 - logits_profile_predictions_loss: 324.3919 - logcount_predictions_loss: 0.7494 26/1855 [..............................] - ETA: 9:15 - loss: 328.4268 - logits_profile_predictions_loss: 325.1278 - logcount_predictions_loss: 0.7498 27/1855 [..............................] - ETA: 9:15 - loss: 329.0171 - logits_profile_predictions_loss: 325.7184 - logcount_predictions_loss: 0.7497 28/1855 [..............................] - ETA: 9:15 - loss: 329.5660 - logits_profile_predictions_loss: 326.2673 - logcount_predictions_loss: 0.7497 29/1855 [..............................] - ETA: 9:15 - loss: 330.2365 - logits_profile_predictions_loss: 326.9361 - logcount_predictions_loss: 0.7501 30/1855 [..............................] - ETA: 9:14 - loss: 330.7808 - logits_profile_predictions_loss: 327.4777 - logcount_predictions_loss: 0.7507 31/1855 [..............................] - ETA: 9:15 - loss: 331.4033 - logits_profile_predictions_loss: 328.0968 - logcount_predictions_loss: 0.7515 32/1855 [..............................] - ETA: 9:14 - loss: 331.9341 - logits_profile_predictions_loss: 328.6244 - logcount_predictions_loss: 0.7522 33/1855 [..............................] - ETA: 9:14 - loss: 332.3616 - logits_profile_predictions_loss: 329.0487 - logcount_predictions_loss: 0.7529 34/1855 [..............................] - ETA: 9:14 - loss: 332.7905 - logits_profile_predictions_loss: 329.4751 - logcount_predictions_loss: 0.7535 35/1855 [..............................] - ETA: 9:14 - loss: 333.1803 - logits_profile_predictions_loss: 329.8632 - logcount_predictions_loss: 0.7539 36/1855 [..............................] - ETA: 9:13 - loss: 333.5335 - logits_profile_predictions_loss: 330.2145 - logcount_predictions_loss: 0.7543 37/1855 [..............................] - ETA: 9:13 - loss: 333.8665 - logits_profile_predictions_loss: 330.5458 - logcount_predictions_loss: 0.7547 38/1855 [..............................] - ETA: 9:13 - loss: 334.1832 - logits_profile_predictions_loss: 330.8605 - logcount_predictions_loss: 0.7552 39/1855 [..............................] - ETA: 9:12 - loss: 334.4730 - logits_profile_predictions_loss: 331.1488 - logcount_predictions_loss: 0.7555 40/1855 [..............................] - ETA: 9:12 - loss: 334.8021 - logits_profile_predictions_loss: 331.4766 - logcount_predictions_loss: 0.7558 41/1855 [..............................] - ETA: 9:12 - loss: 335.1189 - logits_profile_predictions_loss: 331.7920 - logcount_predictions_loss: 0.7561 42/1855 [..............................] - ETA: 9:11 - loss: 335.4176 - logits_profile_predictions_loss: 332.0897 - logcount_predictions_loss: 0.7563 43/1855 [..............................] - ETA: 9:11 - loss: 335.7161 - logits_profile_predictions_loss: 332.3878 - logcount_predictions_loss: 0.7564 44/1855 [..............................] - ETA: 9:11 - loss: 335.9980 - logits_profile_predictions_loss: 332.6693 - logcount_predictions_loss: 0.7565 45/1855 [..............................] - ETA: 9:10 - loss: 336.2554 - logits_profile_predictions_loss: 332.9265 - logcount_predictions_loss: 0.7566 46/1855 [..............................] - ETA: 9:10 - loss: 336.5122 - logits_profile_predictions_loss: 333.1829 - logcount_predictions_loss: 0.7566 47/1855 [..............................] - ETA: 9:10 - loss: 336.7432 - logits_profile_predictions_loss: 333.4133 - logcount_predictions_loss: 0.7568 48/1855 [..............................] - ETA: 9:10 - loss: 336.9524 - logits_profile_predictions_loss: 333.6225 - logcount_predictions_loss: 0.7568 49/1855 [..............................] - ETA: 9:09 - loss: 337.1528 - logits_profile_predictions_loss: 333.8227 - logcount_predictions_loss: 0.7568 50/1855 [..............................] - ETA: 9:09 - loss: 337.3147 - logits_profile_predictions_loss: 333.9851 - logcount_predictions_loss: 0.7567 51/1855 [..............................] - ETA: 9:09 - loss: 337.4518 - logits_profile_predictions_loss: 334.1228 - logcount_predictions_loss: 0.7566 52/1855 [..............................] - ETA: 9:08 - loss: 337.5756 - logits_profile_predictions_loss: 334.2469 - logcount_predictions_loss: 0.7565 53/1855 [..............................] - ETA: 9:08 - loss: 337.6994 - logits_profile_predictions_loss: 334.3709 - logcount_predictions_loss: 0.7565 54/1855 [..............................] - ETA: 9:08 - loss: 337.8031 - logits_profile_predictions_loss: 334.4748 - logcount_predictions_loss: 0.7564 55/1855 [..............................] - ETA: 9:07 - loss: 337.8729 - logits_profile_predictions_loss: 334.5444 - logcount_predictions_loss: 0.7565 56/1855 [..............................] - ETA: 9:07 - loss: 337.9583 - logits_profile_predictions_loss: 334.6298 - logcount_predictions_loss: 0.7565 57/1855 [..............................] - ETA: 9:07 - loss: 338.0492 - logits_profile_predictions_loss: 334.7200 - logcount_predictions_loss: 0.7566 58/1855 [..............................] - ETA: 9:06 - loss: 338.1524 - logits_profile_predictions_loss: 334.8227 - logcount_predictions_loss: 0.7567 59/1855 [..............................] - ETA: 9:06 - loss: 338.2605 - logits_profile_predictions_loss: 334.9304 - logcount_predictions_loss: 0.7568 60/1855 [..............................] - ETA: 9:06 - loss: 338.3404 - logits_profile_predictions_loss: 335.0100 - logcount_predictions_loss: 0.7569 61/1855 [..............................] - ETA: 9:06 - loss: 338.4293 - logits_profile_predictions_loss: 335.0989 - logcount_predictions_loss: 0.7569 62/1855 [>.............................] - ETA: 9:05 - loss: 338.5175 - logits_profile_predictions_loss: 335.1867 - logcount_predictions_loss: 0.7570 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logits_profile_predictions_loss: 339.5806 - logcount_predictions_loss: 0.7606 116/1855 [>.............................] - ETA: 8:49 - loss: 342.9877 - logits_profile_predictions_loss: 339.6403 - logcount_predictions_loss: 0.7608 117/1855 [>.............................] - ETA: 8:49 - loss: 343.0498 - logits_profile_predictions_loss: 339.7018 - logcount_predictions_loss: 0.7609 118/1855 [>.............................] - ETA: 8:48 - loss: 343.1088 - logits_profile_predictions_loss: 339.7602 - logcount_predictions_loss: 0.7610 119/1855 [>.............................] - ETA: 8:48 - loss: 343.1670 - logits_profile_predictions_loss: 339.8179 - logcount_predictions_loss: 0.7612 120/1855 [>.............................] - ETA: 8:48 - loss: 343.2237 - logits_profile_predictions_loss: 339.8741 - logcount_predictions_loss: 0.7613 121/1855 [>.............................] - ETA: 8:48 - loss: 343.2737 - logits_profile_predictions_loss: 339.9237 - logcount_predictions_loss: 0.7614 122/1855 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[=>............................] - ETA: 8:36 - loss: 345.0021 - logits_profile_predictions_loss: 341.6330 - logcount_predictions_loss: 0.7657 162/1855 [=>............................] - ETA: 8:35 - loss: 345.0369 - logits_profile_predictions_loss: 341.6677 - logcount_predictions_loss: 0.7657 163/1855 [=>............................] - ETA: 8:35 - loss: 345.0733 - logits_profile_predictions_loss: 341.7040 - logcount_predictions_loss: 0.7658 164/1855 [=>............................] - ETA: 8:35 - loss: 345.1052 - logits_profile_predictions_loss: 341.7357 - logcount_predictions_loss: 0.7658 165/1855 [=>............................] - ETA: 8:34 - loss: 345.1318 - logits_profile_predictions_loss: 341.7622 - logcount_predictions_loss: 0.7658 166/1855 [=>............................] - ETA: 8:34 - loss: 345.1591 - logits_profile_predictions_loss: 341.7896 - logcount_predictions_loss: 0.7658 167/1855 [=>............................] - ETA: 8:34 - loss: 345.1850 - 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[==>...........................] - ETA: 8:28 - loss: 345.5571 - logits_profile_predictions_loss: 342.1884 - logcount_predictions_loss: 0.7656 188/1855 [==>...........................] - ETA: 8:28 - loss: 345.5775 - logits_profile_predictions_loss: 342.2087 - logcount_predictions_loss: 0.7656 189/1855 [==>...........................] - ETA: 8:27 - loss: 345.5957 - logits_profile_predictions_loss: 342.2269 - logcount_predictions_loss: 0.7656 190/1855 [==>...........................] - ETA: 8:27 - loss: 345.6130 - logits_profile_predictions_loss: 342.2442 - logcount_predictions_loss: 0.7656 191/1855 [==>...........................] - ETA: 8:27 - loss: 345.6309 - logits_profile_predictions_loss: 342.2620 - logcount_predictions_loss: 0.7657 192/1855 [==>...........................] - ETA: 8:26 - loss: 345.6513 - logits_profile_predictions_loss: 342.2823 - logcount_predictions_loss: 0.7657 193/1855 [==>...........................] - ETA: 8:26 - loss: 345.6701 - 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[==>...........................] - ETA: 8:24 - loss: 345.8063 - logits_profile_predictions_loss: 342.4358 - logcount_predictions_loss: 0.7660 201/1855 [==>...........................] - ETA: 8:24 - loss: 345.8278 - logits_profile_predictions_loss: 342.4571 - logcount_predictions_loss: 0.7661 202/1855 [==>...........................] - ETA: 8:23 - loss: 345.8478 - logits_profile_predictions_loss: 342.4769 - logcount_predictions_loss: 0.7661 203/1855 [==>...........................] - ETA: 8:23 - loss: 345.8686 - logits_profile_predictions_loss: 342.4975 - logcount_predictions_loss: 0.7662 204/1855 [==>...........................] - ETA: 8:23 - loss: 345.8878 - logits_profile_predictions_loss: 342.5165 - logcount_predictions_loss: 0.7662 205/1855 [==>...........................] - ETA: 8:22 - loss: 345.9080 - logits_profile_predictions_loss: 342.5365 - logcount_predictions_loss: 0.7662 206/1855 [==>...........................] - ETA: 8:22 - loss: 345.9313 - 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[==>...........................] - ETA: 8:20 - loss: 346.1143 - logits_profile_predictions_loss: 342.7409 - logcount_predictions_loss: 0.7667 214/1855 [==>...........................] - ETA: 8:20 - loss: 346.1399 - logits_profile_predictions_loss: 342.7662 - logcount_predictions_loss: 0.7668 215/1855 [==>...........................] - ETA: 8:19 - loss: 346.1650 - logits_profile_predictions_loss: 342.7910 - logcount_predictions_loss: 0.7668 216/1855 [==>...........................] - ETA: 8:19 - loss: 346.1898 - logits_profile_predictions_loss: 342.8155 - logcount_predictions_loss: 0.7669 217/1855 [==>...........................] - ETA: 8:19 - loss: 346.2165 - logits_profile_predictions_loss: 342.8419 - logcount_predictions_loss: 0.7670 218/1855 [==>...........................] - ETA: 8:18 - loss: 346.2414 - logits_profile_predictions_loss: 342.8666 - logcount_predictions_loss: 0.7670 219/1855 [==>...........................] - ETA: 8:18 - loss: 346.2662 - 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[==>...........................] - ETA: 8:16 - loss: 346.4280 - logits_profile_predictions_loss: 343.0510 - logcount_predictions_loss: 0.7675 227/1855 [==>...........................] - ETA: 8:16 - loss: 346.4462 - logits_profile_predictions_loss: 343.0689 - logcount_predictions_loss: 0.7676 228/1855 [==>...........................] - ETA: 8:15 - loss: 346.4641 - logits_profile_predictions_loss: 343.0865 - logcount_predictions_loss: 0.7676 229/1855 [==>...........................] - ETA: 8:15 - loss: 346.4813 - logits_profile_predictions_loss: 343.1035 - logcount_predictions_loss: 0.7677 230/1855 [==>...........................] - ETA: 8:15 - loss: 346.5006 - logits_profile_predictions_loss: 343.1225 - logcount_predictions_loss: 0.7677 231/1855 [==>...........................] - ETA: 8:15 - loss: 346.5199 - logits_profile_predictions_loss: 343.1416 - logcount_predictions_loss: 0.7678 232/1855 [==>...........................] - ETA: 8:14 - loss: 346.5394 - 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[==>...........................] - ETA: 8:12 - loss: 346.6724 - logits_profile_predictions_loss: 343.2920 - logcount_predictions_loss: 0.7683 240/1855 [==>...........................] - ETA: 8:12 - loss: 346.6903 - logits_profile_predictions_loss: 343.3098 - logcount_predictions_loss: 0.7683 241/1855 [==>...........................] - ETA: 8:12 - loss: 346.7067 - logits_profile_predictions_loss: 343.3259 - logcount_predictions_loss: 0.7684 242/1855 [==>...........................] - ETA: 8:11 - loss: 346.7223 - logits_profile_predictions_loss: 343.3414 - logcount_predictions_loss: 0.7684 243/1855 [==>...........................] - ETA: 8:11 - loss: 346.7371 - logits_profile_predictions_loss: 343.3560 - logcount_predictions_loss: 0.7684 244/1855 [==>...........................] - ETA: 8:11 - loss: 346.7528 - logits_profile_predictions_loss: 343.3715 - logcount_predictions_loss: 0.7685 245/1855 [==>...........................] - ETA: 8:10 - loss: 346.7682 - 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[===>..........................] - ETA: 8:08 - loss: 346.8759 - logits_profile_predictions_loss: 343.4935 - logcount_predictions_loss: 0.7687 253/1855 [===>..........................] - ETA: 8:08 - loss: 346.8905 - logits_profile_predictions_loss: 343.5080 - logcount_predictions_loss: 0.7688 254/1855 [===>..........................] - ETA: 8:08 - loss: 346.9069 - logits_profile_predictions_loss: 343.5243 - logcount_predictions_loss: 0.7688 255/1855 [===>..........................] - ETA: 8:07 - loss: 346.9229 - logits_profile_predictions_loss: 343.5402 - logcount_predictions_loss: 0.7688 256/1855 [===>..........................] - ETA: 8:07 - loss: 346.9389 - logits_profile_predictions_loss: 343.5560 - logcount_predictions_loss: 0.7688 257/1855 [===>..........................] - ETA: 8:07 - loss: 346.9565 - logits_profile_predictions_loss: 343.5735 - logcount_predictions_loss: 0.7689 258/1855 [===>..........................] - ETA: 8:06 - loss: 346.9740 - 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[=====>........................] - ETA: 7:29 - loss: 348.8997 - logits_profile_predictions_loss: 345.5043 - logcount_predictions_loss: 0.7717 383/1855 [=====>........................] - ETA: 7:29 - loss: 348.9129 - logits_profile_predictions_loss: 345.5175 - logcount_predictions_loss: 0.7717 384/1855 [=====>........................] - ETA: 7:28 - loss: 348.9262 - logits_profile_predictions_loss: 345.5306 - logcount_predictions_loss: 0.7717 385/1855 [=====>........................] - ETA: 7:28 - loss: 348.9386 - logits_profile_predictions_loss: 345.5430 - logcount_predictions_loss: 0.7717 386/1855 [=====>........................] - ETA: 7:28 - loss: 348.9507 - logits_profile_predictions_loss: 345.5550 - logcount_predictions_loss: 0.7718 387/1855 [=====>........................] - ETA: 7:27 - loss: 348.9624 - logits_profile_predictions_loss: 345.5666 - logcount_predictions_loss: 0.7718 388/1855 [=====>........................] - ETA: 7:27 - loss: 348.9743 - 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[=====>........................] - ETA: 7:25 - loss: 349.0604 - logits_profile_predictions_loss: 345.6640 - logcount_predictions_loss: 0.7719 396/1855 [=====>........................] - ETA: 7:25 - loss: 349.0726 - logits_profile_predictions_loss: 345.6761 - logcount_predictions_loss: 0.7719 397/1855 [=====>........................] - ETA: 7:24 - loss: 349.0848 - logits_profile_predictions_loss: 345.6882 - logcount_predictions_loss: 0.7719 398/1855 [=====>........................] - ETA: 7:24 - loss: 349.0969 - logits_profile_predictions_loss: 345.7003 - logcount_predictions_loss: 0.7719 399/1855 [=====>........................] - ETA: 7:24 - loss: 349.1092 - logits_profile_predictions_loss: 345.7125 - logcount_predictions_loss: 0.7720 400/1855 [=====>........................] - ETA: 7:23 - loss: 349.1214 - logits_profile_predictions_loss: 345.7247 - logcount_predictions_loss: 0.7720 401/1855 [=====>........................] - ETA: 7:23 - loss: 349.1332 - 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452.42026, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 +Epoch 11/50 + 1/1855 [..............................] - ETA: 9:50 - loss: 307.5130 - logits_profile_predictions_loss: 304.7082 - logcount_predictions_loss: 0.6375 2/1855 [..............................] - ETA: 9:21 - loss: 318.9529 - logits_profile_predictions_loss: 316.0239 - logcount_predictions_loss: 0.6657 3/1855 [..............................] - ETA: 9:21 - loss: 324.1833 - logits_profile_predictions_loss: 321.1659 - logcount_predictions_loss: 0.6858 4/1855 [..............................] - ETA: 9:21 - loss: 329.4650 - logits_profile_predictions_loss: 326.3552 - logcount_predictions_loss: 0.7068 5/1855 [..............................] - ETA: 9:21 - loss: 330.3972 - logits_profile_predictions_loss: 327.2539 - logcount_predictions_loss: 0.7144 6/1855 [..............................] - ETA: 9:21 - loss: 331.0987 - 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[..............................] - ETA: 9:19 - loss: 326.6914 - logits_profile_predictions_loss: 323.6265 - logcount_predictions_loss: 0.6966 14/1855 [..............................] - ETA: 9:19 - loss: 326.3863 - logits_profile_predictions_loss: 323.3289 - logcount_predictions_loss: 0.6949 15/1855 [..............................] - ETA: 9:19 - loss: 326.4946 - logits_profile_predictions_loss: 323.4401 - logcount_predictions_loss: 0.6942 16/1855 [..............................] - ETA: 9:18 - loss: 326.5490 - logits_profile_predictions_loss: 323.4969 - logcount_predictions_loss: 0.6937 17/1855 [..............................] - ETA: 9:18 - loss: 326.4635 - logits_profile_predictions_loss: 323.4149 - logcount_predictions_loss: 0.6929 18/1855 [..............................] - ETA: 9:18 - loss: 326.6126 - logits_profile_predictions_loss: 323.5681 - logcount_predictions_loss: 0.6919 19/1855 [..............................] - ETA: 9:17 - loss: 326.6828 - logits_profile_predictions_loss: 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[=>............................] - ETA: 8:35 - loss: 345.8218 - logits_profile_predictions_loss: 342.7597 - logcount_predictions_loss: 0.6960 165/1855 [=>............................] - ETA: 8:34 - loss: 345.8544 - logits_profile_predictions_loss: 342.7915 - logcount_predictions_loss: 0.6961 166/1855 [=>............................] - ETA: 8:34 - loss: 345.8837 - logits_profile_predictions_loss: 342.8201 - logcount_predictions_loss: 0.6963 167/1855 [=>............................] - ETA: 8:34 - loss: 345.9100 - logits_profile_predictions_loss: 342.8458 - logcount_predictions_loss: 0.6964 168/1855 [=>............................] - ETA: 8:33 - loss: 345.9363 - logits_profile_predictions_loss: 342.8715 - logcount_predictions_loss: 0.6966 169/1855 [=>............................] - ETA: 8:33 - loss: 345.9593 - logits_profile_predictions_loss: 342.8937 - logcount_predictions_loss: 0.6967 170/1855 [=>............................] - ETA: 8:33 - loss: 345.9812 - 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[===>..........................] - ETA: 8:03 - loss: 347.6488 - logits_profile_predictions_loss: 344.5301 - logcount_predictions_loss: 0.7088 269/1855 [===>..........................] - ETA: 8:03 - loss: 347.6671 - logits_profile_predictions_loss: 344.5480 - logcount_predictions_loss: 0.7089 270/1855 [===>..........................] - ETA: 8:03 - loss: 347.6846 - logits_profile_predictions_loss: 344.5652 - logcount_predictions_loss: 0.7090 271/1855 [===>..........................] - ETA: 8:02 - loss: 347.7016 - logits_profile_predictions_loss: 344.5818 - logcount_predictions_loss: 0.7091 272/1855 [===>..........................] - ETA: 8:02 - loss: 347.7186 - logits_profile_predictions_loss: 344.5985 - logcount_predictions_loss: 0.7091 273/1855 [===>..........................] - ETA: 8:02 - loss: 347.7367 - logits_profile_predictions_loss: 344.6163 - logcount_predictions_loss: 0.7092 274/1855 [===>..........................] - ETA: 8:01 - loss: 347.7561 - 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logits_profile_predictions_loss: 345.4913 - logcount_predictions_loss: 0.7139 327/1855 [====>.........................] - ETA: 7:45 - loss: 348.6460 - logits_profile_predictions_loss: 345.5044 - logcount_predictions_loss: 0.7140 328/1855 [====>.........................] - ETA: 7:45 - loss: 348.6602 - logits_profile_predictions_loss: 345.5181 - logcount_predictions_loss: 0.7141 329/1855 [====>.........................] - ETA: 7:45 - loss: 348.6760 - logits_profile_predictions_loss: 345.5335 - logcount_predictions_loss: 0.7142 330/1855 [====>.........................] - ETA: 7:44 - loss: 348.6917 - logits_profile_predictions_loss: 345.5488 - logcount_predictions_loss: 0.7143 331/1855 [====>.........................] - ETA: 7:44 - loss: 348.7070 - logits_profile_predictions_loss: 345.5636 - logcount_predictions_loss: 0.7144 332/1855 [====>.........................] - ETA: 7:44 - loss: 348.7222 - logits_profile_predictions_loss: 345.5783 - logcount_predictions_loss: 0.7145 333/1855 [====>.........................] - ETA: 7:43 - loss: 348.7379 - logits_profile_predictions_loss: 345.5936 - logcount_predictions_loss: 0.7146 334/1855 [====>.........................] - ETA: 7:43 - loss: 348.7533 - logits_profile_predictions_loss: 345.6086 - logcount_predictions_loss: 0.7147 335/1855 [====>.........................] - ETA: 7:43 - loss: 348.7694 - logits_profile_predictions_loss: 345.6242 - logcount_predictions_loss: 0.7148 336/1855 [====>.........................] - ETA: 7:42 - loss: 348.7851 - logits_profile_predictions_loss: 345.6394 - logcount_predictions_loss: 0.7149 337/1855 [====>.........................] - ETA: 7:42 - loss: 348.8006 - logits_profile_predictions_loss: 345.6545 - logcount_predictions_loss: 0.7150 338/1855 [====>.........................] - ETA: 7:42 - loss: 348.8162 - logits_profile_predictions_loss: 345.6697 - logcount_predictions_loss: 0.7151 339/1855 [====>.........................] - ETA: 7:42 - loss: 348.8320 - logits_profile_predictions_loss: 345.6850 - logcount_predictions_loss: 0.7152 340/1855 [====>.........................] - ETA: 7:41 - loss: 348.8477 - logits_profile_predictions_loss: 345.7003 - logcount_predictions_loss: 0.7153 341/1855 [====>.........................] - ETA: 7:41 - loss: 348.8631 - logits_profile_predictions_loss: 345.7152 - logcount_predictions_loss: 0.7154 342/1855 [====>.........................] - ETA: 7:41 - loss: 348.8784 - logits_profile_predictions_loss: 345.7300 - logcount_predictions_loss: 0.7155 343/1855 [====>.........................] - ETA: 7:40 - loss: 348.8934 - logits_profile_predictions_loss: 345.7447 - logcount_predictions_loss: 0.7156 344/1855 [====>.........................] - ETA: 7:40 - loss: 348.9078 - logits_profile_predictions_loss: 345.7586 - logcount_predictions_loss: 0.7157 345/1855 [====>.........................] - ETA: 7:40 - loss: 348.9218 - logits_profile_predictions_loss: 345.7722 - logcount_predictions_loss: 0.7158 346/1855 [====>.........................] - ETA: 7:39 - loss: 348.9355 - logits_profile_predictions_loss: 345.7854 - logcount_predictions_loss: 0.7159 347/1855 [====>.........................] - ETA: 7:39 - loss: 348.9492 - logits_profile_predictions_loss: 345.7986 - logcount_predictions_loss: 0.7160 348/1855 [====>.........................] - ETA: 7:39 - loss: 348.9617 - logits_profile_predictions_loss: 345.8107 - logcount_predictions_loss: 0.7161 349/1855 [====>.........................] - ETA: 7:38 - loss: 348.9744 - logits_profile_predictions_loss: 345.8229 - logcount_predictions_loss: 0.7162 350/1855 [====>.........................] - ETA: 7:38 - loss: 348.9868 - logits_profile_predictions_loss: 345.8350 - logcount_predictions_loss: 0.7163 351/1855 [====>.........................] - ETA: 7:38 - loss: 348.9987 - logits_profile_predictions_loss: 345.8464 - logcount_predictions_loss: 0.7164 352/1855 [====>.........................] - ETA: 7:38 - loss: 349.0111 - logits_profile_predictions_loss: 345.8584 - logcount_predictions_loss: 0.7165 353/1855 [====>.........................] - ETA: 7:37 - loss: 349.0229 - logits_profile_predictions_loss: 345.8697 - logcount_predictions_loss: 0.7166 354/1855 [====>.........................] - ETA: 7:37 - loss: 349.0350 - logits_profile_predictions_loss: 345.8815 - logcount_predictions_loss: 0.7167 355/1855 [====>.........................] - ETA: 7:37 - loss: 349.0473 - logits_profile_predictions_loss: 345.8933 - logcount_predictions_loss: 0.7168 356/1855 [====>.........................] - ETA: 7:36 - loss: 349.0590 - logits_profile_predictions_loss: 345.9045 - logcount_predictions_loss: 0.7169 357/1855 [====>.........................] - ETA: 7:36 - loss: 349.0706 - logits_profile_predictions_loss: 345.9156 - logcount_predictions_loss: 0.7171 358/1855 [====>.........................] - ETA: 7:36 - loss: 349.0814 - logits_profile_predictions_loss: 345.9260 - logcount_predictions_loss: 0.7172 359/1855 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[..............................] - ETA: 9:17 - loss: 347.1881 - logits_profile_predictions_loss: 343.8454 - logcount_predictions_loss: 0.7597 18/1855 [..............................] - ETA: 9:17 - loss: 346.8877 - logits_profile_predictions_loss: 343.5498 - logcount_predictions_loss: 0.7586 19/1855 [..............................] - ETA: 9:17 - loss: 346.6161 - logits_profile_predictions_loss: 343.2812 - logcount_predictions_loss: 0.7579 20/1855 [..............................] - ETA: 9:16 - loss: 346.4088 - logits_profile_predictions_loss: 343.0766 - logcount_predictions_loss: 0.7573 21/1855 [..............................] - ETA: 9:16 - loss: 346.2464 - logits_profile_predictions_loss: 342.9187 - logcount_predictions_loss: 0.7563 22/1855 [..............................] - ETA: 9:16 - loss: 345.9784 - logits_profile_predictions_loss: 342.6528 - logcount_predictions_loss: 0.7558 23/1855 [..............................] - ETA: 9:16 - loss: 345.7024 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 8:21 - loss: 347.8912 - logits_profile_predictions_loss: 344.6230 - logcount_predictions_loss: 0.7428 208/1855 [==>...........................] - ETA: 8:20 - loss: 347.8887 - logits_profile_predictions_loss: 344.6207 - logcount_predictions_loss: 0.7428 209/1855 [==>...........................] - ETA: 8:20 - loss: 347.8861 - logits_profile_predictions_loss: 344.6183 - logcount_predictions_loss: 0.7427 210/1855 [==>...........................] - ETA: 8:20 - loss: 347.8829 - logits_profile_predictions_loss: 344.6153 - logcount_predictions_loss: 0.7427 211/1855 [==>...........................] - ETA: 8:20 - loss: 347.8787 - logits_profile_predictions_loss: 344.6112 - logcount_predictions_loss: 0.7426 212/1855 [==>...........................] - ETA: 8:19 - loss: 347.8735 - logits_profile_predictions_loss: 344.6063 - logcount_predictions_loss: 0.7426 213/1855 [==>...........................] - ETA: 8:19 - loss: 347.8686 - logits_profile_predictions_loss: 344.6015 - logcount_predictions_loss: 0.7426 214/1855 [==>...........................] - ETA: 8:19 - loss: 347.8632 - logits_profile_predictions_loss: 344.5963 - logcount_predictions_loss: 0.7425 215/1855 [==>...........................] - ETA: 8:18 - loss: 347.8569 - logits_profile_predictions_loss: 344.5901 - logcount_predictions_loss: 0.7425 216/1855 [==>...........................] - ETA: 8:18 - loss: 347.8510 - logits_profile_predictions_loss: 344.5844 - logcount_predictions_loss: 0.7424 217/1855 [==>...........................] - ETA: 8:18 - loss: 347.8444 - logits_profile_predictions_loss: 344.5780 - logcount_predictions_loss: 0.7424 218/1855 [==>...........................] - ETA: 8:17 - loss: 347.8385 - logits_profile_predictions_loss: 344.5724 - logcount_predictions_loss: 0.7423 219/1855 [==>...........................] - ETA: 8:17 - loss: 347.8330 - logits_profile_predictions_loss: 344.5670 - logcount_predictions_loss: 0.7423 220/1855 [==>...........................] - ETA: 8:17 - loss: 347.8282 - logits_profile_predictions_loss: 344.5624 - logcount_predictions_loss: 0.7422 221/1855 [==>...........................] - ETA: 8:17 - loss: 347.8240 - logits_profile_predictions_loss: 344.5584 - logcount_predictions_loss: 0.7422 222/1855 [==>...........................] - ETA: 8:16 - loss: 347.8192 - logits_profile_predictions_loss: 344.5539 - logcount_predictions_loss: 0.7422 223/1855 [==>...........................] - ETA: 8:16 - loss: 347.8139 - logits_profile_predictions_loss: 344.5487 - logcount_predictions_loss: 0.7421 224/1855 [==>...........................] - ETA: 8:16 - loss: 347.8079 - logits_profile_predictions_loss: 344.5429 - logcount_predictions_loss: 0.7421 225/1855 [==>...........................] - ETA: 8:15 - loss: 347.8027 - logits_profile_predictions_loss: 344.5378 - logcount_predictions_loss: 0.7420 226/1855 [==>...........................] - ETA: 8:15 - loss: 347.7965 - logits_profile_predictions_loss: 344.5319 - logcount_predictions_loss: 0.7420 227/1855 [==>...........................] - ETA: 8:15 - loss: 347.7909 - logits_profile_predictions_loss: 344.5265 - logcount_predictions_loss: 0.7419 228/1855 [==>...........................] - ETA: 8:14 - loss: 347.7832 - logits_profile_predictions_loss: 344.5189 - logcount_predictions_loss: 0.7419 229/1855 [==>...........................] - ETA: 8:14 - loss: 347.7741 - logits_profile_predictions_loss: 344.5101 - logcount_predictions_loss: 0.7419 230/1855 [==>...........................] - ETA: 8:14 - loss: 347.7650 - logits_profile_predictions_loss: 344.5011 - logcount_predictions_loss: 0.7418 231/1855 [==>...........................] - ETA: 8:14 - loss: 347.7569 - logits_profile_predictions_loss: 344.4933 - logcount_predictions_loss: 0.7418 232/1855 [==>...........................] - ETA: 8:13 - loss: 347.7477 - logits_profile_predictions_loss: 344.4843 - logcount_predictions_loss: 0.7417 233/1855 [==>...........................] - ETA: 8:13 - loss: 347.7377 - logits_profile_predictions_loss: 344.4746 - logcount_predictions_loss: 0.7417 234/1855 [==>...........................] - ETA: 8:13 - loss: 347.7268 - logits_profile_predictions_loss: 344.4639 - logcount_predictions_loss: 0.7416 235/1855 [==>...........................] - ETA: 8:12 - loss: 347.7158 - logits_profile_predictions_loss: 344.4532 - logcount_predictions_loss: 0.7415 236/1855 [==>...........................] - ETA: 8:12 - loss: 347.7056 - logits_profile_predictions_loss: 344.4432 - logcount_predictions_loss: 0.7415 237/1855 [==>...........................] - ETA: 8:12 - loss: 347.6998 - logits_profile_predictions_loss: 344.4377 - logcount_predictions_loss: 0.7414 238/1855 [==>...........................] - ETA: 8:11 - loss: 347.6936 - logits_profile_predictions_loss: 344.4318 - logcount_predictions_loss: 0.7413 239/1855 [==>...........................] - ETA: 8:11 - loss: 347.6875 - logits_profile_predictions_loss: 344.4259 - logcount_predictions_loss: 0.7413 240/1855 [==>...........................] - ETA: 8:11 - loss: 347.6814 - logits_profile_predictions_loss: 344.4201 - logcount_predictions_loss: 0.7412 241/1855 [==>...........................] - ETA: 8:10 - loss: 347.6747 - logits_profile_predictions_loss: 344.4137 - logcount_predictions_loss: 0.7412 242/1855 [==>...........................] - ETA: 8:10 - loss: 347.6683 - logits_profile_predictions_loss: 344.4075 - logcount_predictions_loss: 0.7411 243/1855 [==>...........................] - ETA: 8:10 - loss: 347.6624 - logits_profile_predictions_loss: 344.4019 - logcount_predictions_loss: 0.7410 244/1855 [==>...........................] - ETA: 8:10 - loss: 347.6557 - logits_profile_predictions_loss: 344.3955 - logcount_predictions_loss: 0.7410 245/1855 [==>...........................] - ETA: 8:09 - loss: 347.6482 - logits_profile_predictions_loss: 344.3883 - logcount_predictions_loss: 0.7409 246/1855 [==>...........................] - ETA: 8:09 - loss: 347.6414 - logits_profile_predictions_loss: 344.3817 - logcount_predictions_loss: 0.7409 247/1855 [==>...........................] - ETA: 8:09 - loss: 347.6347 - logits_profile_predictions_loss: 344.3753 - logcount_predictions_loss: 0.7408 248/1855 [===>..........................] - ETA: 8:08 - loss: 347.6271 - logits_profile_predictions_loss: 344.3680 - logcount_predictions_loss: 0.7407 249/1855 [===>..........................] - ETA: 8:08 - loss: 347.6195 - logits_profile_predictions_loss: 344.3606 - logcount_predictions_loss: 0.7407 250/1855 [===>..........................] - ETA: 8:08 - loss: 347.6124 - logits_profile_predictions_loss: 344.3538 - logcount_predictions_loss: 0.7406 251/1855 [===>..........................] - ETA: 8:07 - loss: 347.6046 - logits_profile_predictions_loss: 344.3462 - logcount_predictions_loss: 0.7406 252/1855 [===>..........................] - ETA: 8:07 - loss: 347.5974 - logits_profile_predictions_loss: 344.3393 - logcount_predictions_loss: 0.7405 253/1855 [===>..........................] - ETA: 8:07 - loss: 347.5903 - logits_profile_predictions_loss: 344.3325 - logcount_predictions_loss: 0.7404 254/1855 [===>..........................] - ETA: 8:07 - loss: 347.5841 - logits_profile_predictions_loss: 344.3265 - logcount_predictions_loss: 0.7404 255/1855 [===>..........................] - ETA: 8:06 - loss: 347.5775 - logits_profile_predictions_loss: 344.3202 - logcount_predictions_loss: 0.7403 256/1855 [===>..........................] - ETA: 8:06 - loss: 347.5694 - logits_profile_predictions_loss: 344.3124 - logcount_predictions_loss: 0.7403 257/1855 [===>..........................] - ETA: 8:06 - loss: 347.5623 - logits_profile_predictions_loss: 344.3056 - logcount_predictions_loss: 0.7402 258/1855 [===>..........................] - ETA: 8:05 - loss: 347.5546 - logits_profile_predictions_loss: 344.2981 - logcount_predictions_loss: 0.7401 259/1855 [===>..........................] - ETA: 8:05 - loss: 347.5472 - logits_profile_predictions_loss: 344.2910 - logcount_predictions_loss: 0.7401 260/1855 [===>..........................] - ETA: 8:05 - loss: 347.5396 - logits_profile_predictions_loss: 344.2837 - logcount_predictions_loss: 0.7400 261/1855 [===>..........................] - ETA: 8:04 - loss: 347.5321 - logits_profile_predictions_loss: 344.2764 - logcount_predictions_loss: 0.7399 262/1855 [===>..........................] - ETA: 8:04 - loss: 347.5258 - logits_profile_predictions_loss: 344.2704 - logcount_predictions_loss: 0.7399 263/1855 [===>..........................] - ETA: 8:04 - loss: 347.5196 - logits_profile_predictions_loss: 344.2645 - logcount_predictions_loss: 0.7398 264/1855 [===>..........................] - ETA: 8:03 - loss: 347.5136 - logits_profile_predictions_loss: 344.2588 - logcount_predictions_loss: 0.7398 265/1855 [===>..........................] - ETA: 8:03 - loss: 347.5071 - logits_profile_predictions_loss: 344.2525 - logcount_predictions_loss: 0.7397 266/1855 [===>..........................] - ETA: 8:03 - loss: 347.5001 - logits_profile_predictions_loss: 344.2458 - logcount_predictions_loss: 0.7396 267/1855 [===>..........................] - ETA: 8:03 - loss: 347.4932 - logits_profile_predictions_loss: 344.2391 - logcount_predictions_loss: 0.7396 268/1855 [===>..........................] - ETA: 8:02 - loss: 347.4864 - logits_profile_predictions_loss: 344.2326 - logcount_predictions_loss: 0.7395 269/1855 [===>..........................] - ETA: 8:02 - loss: 347.4803 - logits_profile_predictions_loss: 344.2268 - logcount_predictions_loss: 0.7395 270/1855 [===>..........................] - ETA: 8:02 - loss: 347.4735 - logits_profile_predictions_loss: 344.2202 - logcount_predictions_loss: 0.7394 271/1855 [===>..........................] - ETA: 8:01 - loss: 347.4662 - logits_profile_predictions_loss: 344.2132 - logcount_predictions_loss: 0.7394 272/1855 [===>..........................] - ETA: 8:01 - loss: 347.4595 - logits_profile_predictions_loss: 344.2066 - logcount_predictions_loss: 0.7393 273/1855 [===>..........................] - ETA: 8:01 - loss: 347.4528 - logits_profile_predictions_loss: 344.2001 - logcount_predictions_loss: 0.7393 274/1855 [===>..........................] - ETA: 8:00 - loss: 347.4456 - logits_profile_predictions_loss: 344.1932 - logcount_predictions_loss: 0.7392 275/1855 [===>..........................] - ETA: 8:00 - loss: 347.4377 - logits_profile_predictions_loss: 344.1855 - logcount_predictions_loss: 0.7392 276/1855 [===>..........................] - ETA: 8:00 - loss: 347.4297 - logits_profile_predictions_loss: 344.1777 - logcount_predictions_loss: 0.7391 277/1855 [===>..........................] - ETA: 8:00 - loss: 347.4219 - logits_profile_predictions_loss: 344.1701 - logcount_predictions_loss: 0.7391 278/1855 [===>..........................] - ETA: 7:59 - loss: 347.4135 - logits_profile_predictions_loss: 344.1619 - logcount_predictions_loss: 0.7390 279/1855 [===>..........................] - ETA: 7:59 - loss: 347.4060 - logits_profile_predictions_loss: 344.1546 - logcount_predictions_loss: 0.7390 280/1855 [===>..........................] - ETA: 7:59 - loss: 347.3983 - logits_profile_predictions_loss: 344.1472 - logcount_predictions_loss: 0.7389 281/1855 [===>..........................] - ETA: 7:58 - loss: 347.3918 - logits_profile_predictions_loss: 344.1408 - logcount_predictions_loss: 0.7389 282/1855 [===>..........................] - ETA: 7:58 - loss: 347.3853 - logits_profile_predictions_loss: 344.1346 - logcount_predictions_loss: 0.7388 283/1855 [===>..........................] - ETA: 7:58 - loss: 347.3805 - logits_profile_predictions_loss: 344.1299 - logcount_predictions_loss: 0.7388 284/1855 [===>..........................] - ETA: 7:57 - loss: 347.3763 - logits_profile_predictions_loss: 344.1259 - logcount_predictions_loss: 0.7387 285/1855 [===>..........................] - ETA: 7:57 - loss: 347.3716 - logits_profile_predictions_loss: 344.1214 - logcount_predictions_loss: 0.7387 286/1855 [===>..........................] - ETA: 7:57 - loss: 347.3687 - logits_profile_predictions_loss: 344.1188 - logcount_predictions_loss: 0.7386 287/1855 [===>..........................] - ETA: 7:57 - loss: 347.3657 - logits_profile_predictions_loss: 344.1159 - logcount_predictions_loss: 0.7386 288/1855 [===>..........................] - ETA: 7:56 - loss: 347.3624 - logits_profile_predictions_loss: 344.1129 - logcount_predictions_loss: 0.7386 289/1855 [===>..........................] - ETA: 7:56 - loss: 347.3596 - logits_profile_predictions_loss: 344.1102 - logcount_predictions_loss: 0.7385 290/1855 [===>..........................] - ETA: 7:56 - loss: 347.3571 - logits_profile_predictions_loss: 344.1080 - logcount_predictions_loss: 0.7385 291/1855 [===>..........................] - ETA: 7:55 - loss: 347.3548 - logits_profile_predictions_loss: 344.1059 - logcount_predictions_loss: 0.7384 292/1855 [===>..........................] - ETA: 7:55 - loss: 347.3528 - logits_profile_predictions_loss: 344.1041 - logcount_predictions_loss: 0.7384 293/1855 [===>..........................] - ETA: 7:55 - loss: 347.3498 - logits_profile_predictions_loss: 344.1013 - logcount_predictions_loss: 0.7383 294/1855 [===>..........................] - ETA: 7:54 - loss: 347.3459 - logits_profile_predictions_loss: 344.0975 - logcount_predictions_loss: 0.7383 295/1855 [===>..........................] - ETA: 7:54 - loss: 347.3428 - logits_profile_predictions_loss: 344.0946 - logcount_predictions_loss: 0.7383 296/1855 [===>..........................] - ETA: 7:54 - loss: 347.3397 - logits_profile_predictions_loss: 344.0916 - logcount_predictions_loss: 0.7382 297/1855 [===>..........................] - ETA: 7:54 - loss: 347.3374 - logits_profile_predictions_loss: 344.0895 - logcount_predictions_loss: 0.7382 298/1855 [===>..........................] - ETA: 7:53 - loss: 347.3347 - logits_profile_predictions_loss: 344.0870 - logcount_predictions_loss: 0.7381 299/1855 [===>..........................] - ETA: 7:53 - loss: 347.3317 - logits_profile_predictions_loss: 344.0842 - logcount_predictions_loss: 0.7381 300/1855 [===>..........................] - ETA: 7:53 - loss: 347.3276 - logits_profile_predictions_loss: 344.0802 - logcount_predictions_loss: 0.7381 301/1855 [===>..........................] - ETA: 7:52 - loss: 347.3244 - logits_profile_predictions_loss: 344.0771 - logcount_predictions_loss: 0.7380 302/1855 [===>..........................] - ETA: 7:52 - loss: 347.3221 - logits_profile_predictions_loss: 344.0750 - logcount_predictions_loss: 0.7380 303/1855 [===>..........................] - ETA: 7:52 - loss: 347.3196 - logits_profile_predictions_loss: 344.0726 - logcount_predictions_loss: 0.7380 304/1855 [===>..........................] - ETA: 7:51 - loss: 347.3166 - logits_profile_predictions_loss: 344.0698 - logcount_predictions_loss: 0.7379 305/1855 [===>..........................] - ETA: 7:51 - loss: 347.3137 - logits_profile_predictions_loss: 344.0670 - logcount_predictions_loss: 0.7379 306/1855 [===>..........................] - ETA: 7:51 - loss: 347.3109 - logits_profile_predictions_loss: 344.0644 - logcount_predictions_loss: 0.7379 307/1855 [===>..........................] - ETA: 7:50 - loss: 347.3081 - logits_profile_predictions_loss: 344.0617 - logcount_predictions_loss: 0.7378 308/1855 [===>..........................] - ETA: 7:50 - loss: 347.3058 - logits_profile_predictions_loss: 344.0595 - logcount_predictions_loss: 0.7378 309/1855 [===>..........................] - ETA: 7:50 - loss: 347.3035 - logits_profile_predictions_loss: 344.0574 - logcount_predictions_loss: 0.7378 310/1855 [====>.........................] - ETA: 7:50 - loss: 347.3012 - logits_profile_predictions_loss: 344.0552 - logcount_predictions_loss: 0.7377 311/1855 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[============================>.] - ETA: 0s - loss: 348.7267 - logits_profile_predictions_loss: 345.5132 - logcount_predictions_loss: 0.7303 1853/1855 [============================>.] - ETA: 0s - loss: 348.7277 - logits_profile_predictions_loss: 345.5142 - logcount_predictions_loss: 0.7303 1854/1855 [============================>.] - ETA: 0s - loss: 348.7287 - logits_profile_predictions_loss: 345.5153 - logcount_predictions_loss: 0.7303 1855/1855 [==============================] - ETA: 0s - loss: 348.7298 - logits_profile_predictions_loss: 345.5163 - logcount_predictions_loss: 0.7303 1855/1855 [==============================] - 597s 322ms/step - loss: 348.7308 - logits_profile_predictions_loss: 345.5173 - logcount_predictions_loss: 0.7303 - val_loss: 452.7549 - val_logits_profile_predictions_loss: 449.6044 - val_logcount_predictions_loss: 0.7161 + +Epoch 00012: val_loss did not improve from 452.42026 +Epoch 13/50 + 1/1855 [..............................] - ETA: 9:37 - loss: 255.7981 - logits_profile_predictions_loss: 253.5681 - logcount_predictions_loss: 0.5068 2/1855 [..............................] - ETA: 9:18 - loss: 272.2904 - logits_profile_predictions_loss: 269.9522 - logcount_predictions_loss: 0.5314 3/1855 [..............................] - ETA: 9:18 - loss: 281.8346 - logits_profile_predictions_loss: 279.3949 - logcount_predictions_loss: 0.5545 4/1855 [..............................] - ETA: 9:19 - loss: 292.3527 - logits_profile_predictions_loss: 289.7166 - logcount_predictions_loss: 0.5991 5/1855 [..............................] - ETA: 9:19 - loss: 299.8969 - logits_profile_predictions_loss: 297.0820 - logcount_predictions_loss: 0.6397 6/1855 [..............................] - ETA: 9:18 - loss: 306.3474 - logits_profile_predictions_loss: 303.4126 - logcount_predictions_loss: 0.6670 7/1855 [..............................] - ETA: 9:18 - loss: 312.8630 - logits_profile_predictions_loss: 309.8421 - logcount_predictions_loss: 0.6866 8/1855 [..............................] - ETA: 9:18 - loss: 318.6203 - logits_profile_predictions_loss: 315.5385 - logcount_predictions_loss: 0.7004 9/1855 [..............................] - ETA: 9:17 - loss: 322.4477 - logits_profile_predictions_loss: 319.3342 - logcount_predictions_loss: 0.7076 10/1855 [..............................] - ETA: 9:17 - loss: 324.9624 - logits_profile_predictions_loss: 321.8312 - logcount_predictions_loss: 0.7117 11/1855 [..............................] - ETA: 9:17 - loss: 327.1664 - logits_profile_predictions_loss: 324.0197 - logcount_predictions_loss: 0.7152 12/1855 [..............................] - ETA: 9:17 - loss: 329.6753 - logits_profile_predictions_loss: 326.5129 - logcount_predictions_loss: 0.7187 13/1855 [..............................] - ETA: 9:16 - loss: 331.7317 - logits_profile_predictions_loss: 328.5561 - logcount_predictions_loss: 0.7217 14/1855 [..............................] - ETA: 9:16 - loss: 333.8839 - logits_profile_predictions_loss: 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loss: 340.3823 - logits_profile_predictions_loss: 337.1401 - logcount_predictions_loss: 0.7369 22/1855 [..............................] - ETA: 9:14 - loss: 341.0468 - logits_profile_predictions_loss: 337.7990 - logcount_predictions_loss: 0.7381 23/1855 [..............................] - ETA: 9:14 - loss: 341.8241 - logits_profile_predictions_loss: 338.5703 - logcount_predictions_loss: 0.7395 24/1855 [..............................] - ETA: 9:14 - loss: 342.6912 - logits_profile_predictions_loss: 339.4340 - logcount_predictions_loss: 0.7403 25/1855 [..............................] - ETA: 9:14 - loss: 343.4470 - logits_profile_predictions_loss: 340.1876 - logcount_predictions_loss: 0.7408 26/1855 [..............................] - ETA: 9:13 - loss: 344.0873 - logits_profile_predictions_loss: 340.8277 - logcount_predictions_loss: 0.7408 27/1855 [..............................] - ETA: 9:13 - loss: 344.6739 - logits_profile_predictions_loss: 341.4144 - logcount_predictions_loss: 0.7408 28/1855 [..............................] - ETA: 9:13 - loss: 345.1784 - logits_profile_predictions_loss: 341.9198 - logcount_predictions_loss: 0.7406 29/1855 [..............................] - ETA: 9:13 - loss: 345.6132 - logits_profile_predictions_loss: 342.3571 - logcount_predictions_loss: 0.7400 30/1855 [..............................] - ETA: 9:12 - loss: 346.0246 - logits_profile_predictions_loss: 342.7700 - logcount_predictions_loss: 0.7397 31/1855 [..............................] - ETA: 9:12 - loss: 346.3314 - logits_profile_predictions_loss: 343.0793 - logcount_predictions_loss: 0.7391 32/1855 [..............................] - ETA: 9:12 - loss: 346.6600 - logits_profile_predictions_loss: 343.4110 - logcount_predictions_loss: 0.7384 33/1855 [..............................] - ETA: 9:11 - loss: 346.9792 - logits_profile_predictions_loss: 343.7331 - logcount_predictions_loss: 0.7377 34/1855 [..............................] - ETA: 9:11 - loss: 347.2988 - logits_profile_predictions_loss: 344.0559 - logcount_predictions_loss: 0.7370 35/1855 [..............................] - ETA: 9:11 - loss: 347.5546 - logits_profile_predictions_loss: 344.3157 - logcount_predictions_loss: 0.7361 36/1855 [..............................] - ETA: 9:11 - loss: 347.7488 - logits_profile_predictions_loss: 344.5148 - logcount_predictions_loss: 0.7350 37/1855 [..............................] - ETA: 9:10 - loss: 347.9137 - logits_profile_predictions_loss: 344.6842 - logcount_predictions_loss: 0.7340 38/1855 [..............................] - ETA: 9:10 - loss: 348.0761 - logits_profile_predictions_loss: 344.8509 - logcount_predictions_loss: 0.7330 39/1855 [..............................] - ETA: 9:10 - loss: 348.2061 - logits_profile_predictions_loss: 344.9848 - logcount_predictions_loss: 0.7321 40/1855 [..............................] - ETA: 9:09 - loss: 348.3512 - logits_profile_predictions_loss: 345.1337 - logcount_predictions_loss: 0.7313 41/1855 [..............................] - ETA: 9:09 - loss: 348.6026 - logits_profile_predictions_loss: 345.3884 - logcount_predictions_loss: 0.7305 42/1855 [..............................] - ETA: 9:09 - loss: 348.8436 - logits_profile_predictions_loss: 345.6325 - logcount_predictions_loss: 0.7298 43/1855 [..............................] - ETA: 9:09 - loss: 349.0556 - logits_profile_predictions_loss: 345.8477 - logcount_predictions_loss: 0.7291 44/1855 [..............................] - ETA: 9:08 - loss: 349.2911 - logits_profile_predictions_loss: 346.0867 - logcount_predictions_loss: 0.7283 45/1855 [..............................] - ETA: 9:08 - loss: 349.4670 - logits_profile_predictions_loss: 346.2662 - logcount_predictions_loss: 0.7275 46/1855 [..............................] - ETA: 9:08 - loss: 349.6732 - logits_profile_predictions_loss: 346.4761 - logcount_predictions_loss: 0.7266 47/1855 [..............................] - ETA: 9:07 - loss: 349.8466 - logits_profile_predictions_loss: 346.6532 - logcount_predictions_loss: 0.7258 48/1855 [..............................] - ETA: 9:07 - loss: 349.9763 - logits_profile_predictions_loss: 346.7871 - logcount_predictions_loss: 0.7248 49/1855 [..............................] - ETA: 9:07 - loss: 350.0952 - logits_profile_predictions_loss: 346.9099 - logcount_predictions_loss: 0.7239 50/1855 [..............................] - ETA: 9:07 - loss: 350.1720 - logits_profile_predictions_loss: 346.9904 - logcount_predictions_loss: 0.7231 51/1855 [..............................] - ETA: 9:06 - loss: 350.2405 - logits_profile_predictions_loss: 347.0616 - logcount_predictions_loss: 0.7225 52/1855 [..............................] - ETA: 9:06 - loss: 350.3261 - logits_profile_predictions_loss: 347.1490 - logcount_predictions_loss: 0.7221 53/1855 [..............................] - ETA: 9:06 - loss: 350.4100 - logits_profile_predictions_loss: 347.2341 - logcount_predictions_loss: 0.7218 54/1855 [..............................] - ETA: 9:05 - loss: 350.4707 - logits_profile_predictions_loss: 347.2962 - logcount_predictions_loss: 0.7215 55/1855 [..............................] - ETA: 9:05 - loss: 350.5373 - logits_profile_predictions_loss: 347.3639 - logcount_predictions_loss: 0.7212 56/1855 [..............................] - ETA: 9:05 - loss: 350.6121 - logits_profile_predictions_loss: 347.4402 - logcount_predictions_loss: 0.7209 57/1855 [..............................] - ETA: 9:05 - loss: 350.6902 - logits_profile_predictions_loss: 347.5196 - logcount_predictions_loss: 0.7206 58/1855 [..............................] - ETA: 9:04 - loss: 350.7737 - logits_profile_predictions_loss: 347.6044 - logcount_predictions_loss: 0.7203 59/1855 [..............................] - ETA: 9:04 - loss: 350.8696 - logits_profile_predictions_loss: 347.7014 - logcount_predictions_loss: 0.7201 60/1855 [..............................] - ETA: 9:04 - loss: 350.9370 - logits_profile_predictions_loss: 347.7700 - logcount_predictions_loss: 0.7198 61/1855 [..............................] - ETA: 9:03 - loss: 351.0052 - logits_profile_predictions_loss: 347.8394 - logcount_predictions_loss: 0.7195 62/1855 [>.............................] - ETA: 9:03 - loss: 351.0755 - logits_profile_predictions_loss: 347.9106 - logcount_predictions_loss: 0.7193 63/1855 [>.............................] - ETA: 9:03 - loss: 351.1659 - logits_profile_predictions_loss: 348.0017 - logcount_predictions_loss: 0.7191 64/1855 [>.............................] - ETA: 9:03 - loss: 351.2458 - logits_profile_predictions_loss: 348.0821 - logcount_predictions_loss: 0.7190 65/1855 [>.............................] - ETA: 9:02 - loss: 351.3240 - logits_profile_predictions_loss: 348.1608 - logcount_predictions_loss: 0.7189 66/1855 [>.............................] - ETA: 9:02 - loss: 351.3909 - logits_profile_predictions_loss: 348.2281 - logcount_predictions_loss: 0.7188 67/1855 [>.............................] - ETA: 9:02 - loss: 351.4670 - logits_profile_predictions_loss: 348.3047 - logcount_predictions_loss: 0.7187 68/1855 [>.............................] - ETA: 9:01 - loss: 351.5568 - logits_profile_predictions_loss: 348.3949 - logcount_predictions_loss: 0.7186 69/1855 [>.............................] - ETA: 9:01 - loss: 351.6441 - logits_profile_predictions_loss: 348.4828 - logcount_predictions_loss: 0.7185 70/1855 [>.............................] - ETA: 9:01 - loss: 351.7209 - logits_profile_predictions_loss: 348.5601 - logcount_predictions_loss: 0.7184 71/1855 [>.............................] - ETA: 9:01 - loss: 351.7868 - logits_profile_predictions_loss: 348.6262 - logcount_predictions_loss: 0.7183 72/1855 [>.............................] - ETA: 9:00 - loss: 351.8454 - logits_profile_predictions_loss: 348.6851 - logcount_predictions_loss: 0.7183 73/1855 [>.............................] - ETA: 9:00 - loss: 351.9053 - logits_profile_predictions_loss: 348.7452 - logcount_predictions_loss: 0.7182 74/1855 [>.............................] - ETA: 9:00 - loss: 351.9486 - logits_profile_predictions_loss: 348.7886 - logcount_predictions_loss: 0.7182 75/1855 [>.............................] - ETA: 8:59 - loss: 351.9929 - logits_profile_predictions_loss: 348.8328 - logcount_predictions_loss: 0.7182 76/1855 [>.............................] - ETA: 8:59 - loss: 352.0358 - logits_profile_predictions_loss: 348.8753 - logcount_predictions_loss: 0.7183 77/1855 [>.............................] - ETA: 8:59 - loss: 352.0902 - logits_profile_predictions_loss: 348.9292 - logcount_predictions_loss: 0.7184 78/1855 [>.............................] - ETA: 8:58 - loss: 352.1371 - logits_profile_predictions_loss: 348.9758 - logcount_predictions_loss: 0.7185 79/1855 [>.............................] - ETA: 8:58 - loss: 352.1722 - logits_profile_predictions_loss: 349.0108 - logcount_predictions_loss: 0.7185 80/1855 [>.............................] - ETA: 8:58 - loss: 352.2115 - logits_profile_predictions_loss: 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[>.............................] - ETA: 8:50 - loss: 352.4202 - logits_profile_predictions_loss: 349.2540 - logcount_predictions_loss: 0.7196 108/1855 [>.............................] - ETA: 8:50 - loss: 352.4109 - logits_profile_predictions_loss: 349.2448 - logcount_predictions_loss: 0.7196 109/1855 [>.............................] - ETA: 8:49 - loss: 352.4001 - logits_profile_predictions_loss: 349.2342 - logcount_predictions_loss: 0.7195 110/1855 [>.............................] - ETA: 8:49 - loss: 352.3916 - logits_profile_predictions_loss: 349.2260 - logcount_predictions_loss: 0.7195 111/1855 [>.............................] - ETA: 8:49 - loss: 352.3851 - logits_profile_predictions_loss: 349.2197 - logcount_predictions_loss: 0.7194 112/1855 [>.............................] - ETA: 8:48 - loss: 352.3756 - logits_profile_predictions_loss: 349.2103 - logcount_predictions_loss: 0.7194 113/1855 [>.............................] - ETA: 8:48 - loss: 352.3598 - logits_profile_predictions_loss: 349.1946 - logcount_predictions_loss: 0.7194 114/1855 [>.............................] - ETA: 8:48 - loss: 352.3442 - logits_profile_predictions_loss: 349.1791 - logcount_predictions_loss: 0.7193 115/1855 [>.............................] - ETA: 8:47 - loss: 352.3290 - logits_profile_predictions_loss: 349.1639 - logcount_predictions_loss: 0.7193 116/1855 [>.............................] - ETA: 8:47 - loss: 352.3140 - logits_profile_predictions_loss: 349.1491 - logcount_predictions_loss: 0.7193 117/1855 [>.............................] - ETA: 8:47 - loss: 352.2945 - logits_profile_predictions_loss: 349.1296 - logcount_predictions_loss: 0.7193 118/1855 [>.............................] - ETA: 8:47 - loss: 352.2780 - logits_profile_predictions_loss: 349.1132 - logcount_predictions_loss: 0.7193 119/1855 [>.............................] - ETA: 8:46 - loss: 352.2575 - logits_profile_predictions_loss: 349.0928 - logcount_predictions_loss: 0.7193 120/1855 [>.............................] - ETA: 8:46 - loss: 352.2439 - logits_profile_predictions_loss: 349.0793 - logcount_predictions_loss: 0.7192 121/1855 [>.............................] - ETA: 8:46 - loss: 352.2384 - logits_profile_predictions_loss: 349.0739 - logcount_predictions_loss: 0.7192 122/1855 [>.............................] - ETA: 8:45 - loss: 352.2285 - logits_profile_predictions_loss: 349.0639 - logcount_predictions_loss: 0.7192 123/1855 [>.............................] - ETA: 8:45 - loss: 352.2176 - logits_profile_predictions_loss: 349.0531 - logcount_predictions_loss: 0.7192 124/1855 [=>............................] - ETA: 8:45 - loss: 352.2113 - logits_profile_predictions_loss: 349.0467 - logcount_predictions_loss: 0.7193 125/1855 [=>............................] - ETA: 8:45 - loss: 352.2070 - logits_profile_predictions_loss: 349.0422 - logcount_predictions_loss: 0.7193 126/1855 [=>............................] - ETA: 8:44 - loss: 352.1982 - 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[=>............................] - ETA: 8:27 - loss: 351.7600 - logits_profile_predictions_loss: 348.5961 - logcount_predictions_loss: 0.7191 186/1855 [==>...........................] - ETA: 8:26 - loss: 351.7597 - logits_profile_predictions_loss: 348.5960 - logcount_predictions_loss: 0.7190 187/1855 [==>...........................] - ETA: 8:26 - loss: 351.7565 - logits_profile_predictions_loss: 348.5929 - logcount_predictions_loss: 0.7190 188/1855 [==>...........................] - ETA: 8:26 - loss: 351.7544 - logits_profile_predictions_loss: 348.5909 - logcount_predictions_loss: 0.7190 189/1855 [==>...........................] - ETA: 8:25 - loss: 351.7527 - logits_profile_predictions_loss: 348.5894 - logcount_predictions_loss: 0.7189 190/1855 [==>...........................] - ETA: 8:25 - loss: 351.7491 - logits_profile_predictions_loss: 348.5861 - logcount_predictions_loss: 0.7189 191/1855 [==>...........................] - ETA: 8:25 - loss: 351.7467 - 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[==>...........................] - ETA: 8:11 - loss: 351.5138 - logits_profile_predictions_loss: 348.3553 - logcount_predictions_loss: 0.7178 238/1855 [==>...........................] - ETA: 8:11 - loss: 351.5063 - logits_profile_predictions_loss: 348.3479 - logcount_predictions_loss: 0.7178 239/1855 [==>...........................] - ETA: 8:10 - loss: 351.4987 - logits_profile_predictions_loss: 348.3403 - logcount_predictions_loss: 0.7178 240/1855 [==>...........................] - ETA: 8:10 - loss: 351.4915 - logits_profile_predictions_loss: 348.3330 - logcount_predictions_loss: 0.7178 241/1855 [==>...........................] - ETA: 8:10 - loss: 351.4845 - logits_profile_predictions_loss: 348.3261 - logcount_predictions_loss: 0.7178 242/1855 [==>...........................] - ETA: 8:09 - loss: 351.4763 - logits_profile_predictions_loss: 348.3179 - logcount_predictions_loss: 0.7178 243/1855 [==>...........................] - ETA: 8:09 - loss: 351.4678 - 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[===>..........................] - ETA: 8:07 - loss: 351.3954 - logits_profile_predictions_loss: 348.2372 - logcount_predictions_loss: 0.7178 251/1855 [===>..........................] - ETA: 8:07 - loss: 351.3843 - logits_profile_predictions_loss: 348.2261 - logcount_predictions_loss: 0.7178 252/1855 [===>..........................] - ETA: 8:06 - loss: 351.3727 - logits_profile_predictions_loss: 348.2144 - logcount_predictions_loss: 0.7178 253/1855 [===>..........................] - ETA: 8:06 - loss: 351.3621 - logits_profile_predictions_loss: 348.2038 - logcount_predictions_loss: 0.7178 254/1855 [===>..........................] - ETA: 8:06 - loss: 351.3515 - logits_profile_predictions_loss: 348.1933 - logcount_predictions_loss: 0.7178 255/1855 [===>..........................] - ETA: 8:05 - loss: 351.3420 - logits_profile_predictions_loss: 348.1837 - logcount_predictions_loss: 0.7178 256/1855 [===>..........................] - ETA: 8:05 - loss: 351.3328 - 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[=====>........................] - ETA: 7:28 - loss: 350.1199 - logits_profile_predictions_loss: 346.9669 - logcount_predictions_loss: 0.7166 381/1855 [=====>........................] - ETA: 7:27 - loss: 350.1126 - logits_profile_predictions_loss: 346.9598 - logcount_predictions_loss: 0.7166 382/1855 [=====>........................] - ETA: 7:27 - loss: 350.1059 - logits_profile_predictions_loss: 346.9531 - logcount_predictions_loss: 0.7166 383/1855 [=====>........................] - ETA: 7:27 - loss: 350.0994 - logits_profile_predictions_loss: 346.9466 - logcount_predictions_loss: 0.7165 384/1855 [=====>........................] - ETA: 7:26 - loss: 350.0925 - logits_profile_predictions_loss: 346.9399 - logcount_predictions_loss: 0.7165 385/1855 [=====>........................] - ETA: 7:26 - loss: 350.0852 - logits_profile_predictions_loss: 346.9326 - logcount_predictions_loss: 0.7165 386/1855 [=====>........................] - ETA: 7:26 - loss: 350.0780 - 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[=====>........................] - ETA: 7:24 - loss: 350.0418 - logits_profile_predictions_loss: 346.8900 - logcount_predictions_loss: 0.7163 394/1855 [=====>........................] - ETA: 7:23 - loss: 350.0377 - logits_profile_predictions_loss: 346.8860 - logcount_predictions_loss: 0.7163 395/1855 [=====>........................] - ETA: 7:23 - loss: 350.0332 - logits_profile_predictions_loss: 346.8816 - logcount_predictions_loss: 0.7163 396/1855 [=====>........................] - ETA: 7:23 - loss: 350.0286 - logits_profile_predictions_loss: 346.8770 - logcount_predictions_loss: 0.7163 397/1855 [=====>........................] - ETA: 7:22 - loss: 350.0240 - logits_profile_predictions_loss: 346.8726 - logcount_predictions_loss: 0.7162 398/1855 [=====>........................] - ETA: 7:22 - loss: 350.0197 - logits_profile_predictions_loss: 346.8684 - logcount_predictions_loss: 0.7162 399/1855 [=====>........................] - ETA: 7:22 - loss: 350.0152 - 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logits_profile_predictions_loss: 345.1923 - logcount_predictions_loss: 0.7126 1850/1855 [============================>.] - ETA: 1s - loss: 348.3278 - logits_profile_predictions_loss: 345.1925 - logcount_predictions_loss: 0.7126 1851/1855 [============================>.] - ETA: 1s - loss: 348.3279 - logits_profile_predictions_loss: 345.1927 - logcount_predictions_loss: 0.7126 1852/1855 [============================>.] - ETA: 0s - loss: 348.3281 - logits_profile_predictions_loss: 345.1929 - logcount_predictions_loss: 0.7126 1853/1855 [============================>.] - ETA: 0s - loss: 348.3283 - logits_profile_predictions_loss: 345.1930 - logcount_predictions_loss: 0.7126 1854/1855 [============================>.] - ETA: 0s - loss: 348.3285 - logits_profile_predictions_loss: 345.1932 - logcount_predictions_loss: 0.7126 1855/1855 [==============================] - ETA: 0s - loss: 348.3287 - logits_profile_predictions_loss: 345.1934 - logcount_predictions_loss: 0.7126 1855/1855 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logits_profile_predictions_loss: 377.2104 - logcount_predictions_loss: 0.7086 6/1855 [..............................] - ETA: 9:17 - loss: 377.8489 - logits_profile_predictions_loss: 374.7198 - logcount_predictions_loss: 0.7112 7/1855 [..............................] - ETA: 9:17 - loss: 375.4763 - logits_profile_predictions_loss: 372.3406 - logcount_predictions_loss: 0.7127 8/1855 [..............................] - ETA: 9:17 - loss: 375.2922 - logits_profile_predictions_loss: 372.1454 - logcount_predictions_loss: 0.7152 9/1855 [..............................] - ETA: 9:17 - loss: 375.1636 - logits_profile_predictions_loss: 372.0029 - logcount_predictions_loss: 0.7183 10/1855 [..............................] - ETA: 9:17 - loss: 374.5849 - logits_profile_predictions_loss: 371.4206 - logcount_predictions_loss: 0.7192 11/1855 [..............................] - ETA: 9:16 - loss: 373.4286 - logits_profile_predictions_loss: 370.2679 - logcount_predictions_loss: 0.7183 12/1855 [..............................] - ETA: 9:16 - loss: 372.2235 - logits_profile_predictions_loss: 369.0666 - logcount_predictions_loss: 0.7175 13/1855 [..............................] - ETA: 9:16 - loss: 371.6646 - logits_profile_predictions_loss: 368.5114 - logcount_predictions_loss: 0.7166 14/1855 [..............................] - ETA: 9:15 - loss: 371.3205 - logits_profile_predictions_loss: 368.1705 - logcount_predictions_loss: 0.7159 15/1855 [..............................] - ETA: 9:15 - loss: 370.9954 - logits_profile_predictions_loss: 367.8478 - logcount_predictions_loss: 0.7154 16/1855 [..............................] - ETA: 9:15 - loss: 370.4755 - logits_profile_predictions_loss: 367.3295 - logcount_predictions_loss: 0.7150 17/1855 [..............................] - ETA: 9:15 - loss: 369.9778 - logits_profile_predictions_loss: 366.8348 - logcount_predictions_loss: 0.7143 18/1855 [..............................] - ETA: 9:14 - loss: 369.6102 - logits_profile_predictions_loss: 366.4701 - logcount_predictions_loss: 0.7137 19/1855 [..............................] - ETA: 9:14 - loss: 369.2537 - logits_profile_predictions_loss: 366.1159 - logcount_predictions_loss: 0.7131 20/1855 [..............................] - ETA: 9:14 - loss: 368.9657 - logits_profile_predictions_loss: 365.8286 - logcount_predictions_loss: 0.7130 21/1855 [..............................] - ETA: 9:13 - loss: 368.4879 - logits_profile_predictions_loss: 365.3494 - logcount_predictions_loss: 0.7133 22/1855 [..............................] - ETA: 9:13 - loss: 367.8212 - logits_profile_predictions_loss: 364.6822 - logcount_predictions_loss: 0.7134 23/1855 [..............................] - ETA: 9:13 - loss: 367.3310 - logits_profile_predictions_loss: 364.1915 - logcount_predictions_loss: 0.7135 24/1855 [..............................] - ETA: 9:13 - loss: 366.8642 - logits_profile_predictions_loss: 363.7247 - logcount_predictions_loss: 0.7135 25/1855 [..............................] - ETA: 9:12 - loss: 366.4535 - logits_profile_predictions_loss: 363.3147 - logcount_predictions_loss: 0.7134 26/1855 [..............................] - ETA: 9:12 - loss: 366.0097 - logits_profile_predictions_loss: 362.8719 - logcount_predictions_loss: 0.7131 27/1855 [..............................] - ETA: 9:12 - loss: 365.5190 - logits_profile_predictions_loss: 362.3825 - logcount_predictions_loss: 0.7128 28/1855 [..............................] - ETA: 9:12 - loss: 365.0339 - logits_profile_predictions_loss: 361.9006 - logcount_predictions_loss: 0.7121 29/1855 [..............................] - ETA: 9:11 - loss: 364.4771 - logits_profile_predictions_loss: 361.3479 - logcount_predictions_loss: 0.7112 30/1855 [..............................] - ETA: 9:11 - loss: 363.9877 - logits_profile_predictions_loss: 360.8617 - logcount_predictions_loss: 0.7105 31/1855 [..............................] - ETA: 9:11 - loss: 363.5320 - logits_profile_predictions_loss: 360.4085 - logcount_predictions_loss: 0.7099 32/1855 [..............................] - ETA: 9:11 - loss: 363.2975 - logits_profile_predictions_loss: 360.1763 - logcount_predictions_loss: 0.7094 33/1855 [..............................] - ETA: 9:10 - loss: 363.0855 - logits_profile_predictions_loss: 359.9669 - logcount_predictions_loss: 0.7088 34/1855 [..............................] - ETA: 9:10 - loss: 362.8368 - logits_profile_predictions_loss: 359.7209 - logcount_predictions_loss: 0.7082 35/1855 [..............................] - ETA: 9:10 - loss: 362.5394 - logits_profile_predictions_loss: 359.4266 - logcount_predictions_loss: 0.7075 36/1855 [..............................] - ETA: 9:10 - loss: 362.3113 - logits_profile_predictions_loss: 359.2015 - logcount_predictions_loss: 0.7068 37/1855 [..............................] - ETA: 9:09 - loss: 362.0964 - logits_profile_predictions_loss: 358.9898 - logcount_predictions_loss: 0.7060 38/1855 [..............................] - ETA: 9:09 - loss: 361.8846 - logits_profile_predictions_loss: 358.7805 - logcount_predictions_loss: 0.7055 39/1855 [..............................] - ETA: 9:09 - loss: 361.7105 - logits_profile_predictions_loss: 358.6090 - logcount_predictions_loss: 0.7049 40/1855 [..............................] - ETA: 9:09 - loss: 361.5031 - logits_profile_predictions_loss: 358.4041 - logcount_predictions_loss: 0.7043 41/1855 [..............................] - ETA: 9:08 - loss: 361.2619 - logits_profile_predictions_loss: 358.1648 - logcount_predictions_loss: 0.7039 42/1855 [..............................] - ETA: 9:08 - loss: 361.0307 - logits_profile_predictions_loss: 357.9356 - logcount_predictions_loss: 0.7034 43/1855 [..............................] - ETA: 9:08 - loss: 360.8202 - logits_profile_predictions_loss: 357.7268 - logcount_predictions_loss: 0.7030 44/1855 [..............................] - ETA: 9:07 - loss: 360.6617 - logits_profile_predictions_loss: 357.5701 - logcount_predictions_loss: 0.7026 45/1855 [..............................] - ETA: 9:07 - loss: 360.5005 - logits_profile_predictions_loss: 357.4108 - logcount_predictions_loss: 0.7022 46/1855 [..............................] - ETA: 9:07 - loss: 360.3537 - logits_profile_predictions_loss: 357.2653 - logcount_predictions_loss: 0.7019 47/1855 [..............................] - ETA: 9:07 - loss: 360.1977 - logits_profile_predictions_loss: 357.1105 - logcount_predictions_loss: 0.7016 48/1855 [..............................] - ETA: 9:06 - loss: 360.0103 - logits_profile_predictions_loss: 356.9245 - logcount_predictions_loss: 0.7013 49/1855 [..............................] - ETA: 9:06 - loss: 359.8552 - logits_profile_predictions_loss: 356.7701 - logcount_predictions_loss: 0.7012 50/1855 [..............................] - ETA: 9:06 - loss: 359.6807 - logits_profile_predictions_loss: 356.5967 - logcount_predictions_loss: 0.7009 51/1855 [..............................] - ETA: 9:05 - loss: 359.5081 - logits_profile_predictions_loss: 356.4256 - logcount_predictions_loss: 0.7006 52/1855 [..............................] - ETA: 9:05 - loss: 359.3266 - logits_profile_predictions_loss: 356.2454 - logcount_predictions_loss: 0.7003 53/1855 [..............................] - ETA: 9:05 - loss: 359.1566 - logits_profile_predictions_loss: 356.0767 - logcount_predictions_loss: 0.7000 54/1855 [..............................] - ETA: 9:05 - loss: 359.0154 - logits_profile_predictions_loss: 355.9364 - logcount_predictions_loss: 0.6998 55/1855 [..............................] - ETA: 9:04 - loss: 358.9019 - logits_profile_predictions_loss: 355.8239 - logcount_predictions_loss: 0.6996 56/1855 [..............................] - ETA: 9:04 - loss: 358.7729 - logits_profile_predictions_loss: 355.6953 - logcount_predictions_loss: 0.6994 57/1855 [..............................] - ETA: 9:04 - loss: 358.6831 - logits_profile_predictions_loss: 355.6056 - logcount_predictions_loss: 0.6995 58/1855 [..............................] - ETA: 9:03 - loss: 358.6072 - logits_profile_predictions_loss: 355.5294 - logcount_predictions_loss: 0.6995 59/1855 [..............................] - ETA: 9:03 - loss: 358.5619 - logits_profile_predictions_loss: 355.4837 - logcount_predictions_loss: 0.6996 60/1855 [..............................] - ETA: 9:03 - loss: 358.5277 - logits_profile_predictions_loss: 355.4491 - logcount_predictions_loss: 0.6997 61/1855 [..............................] - ETA: 9:03 - loss: 358.4788 - logits_profile_predictions_loss: 355.4000 - logcount_predictions_loss: 0.6997 62/1855 [>.............................] - ETA: 9:02 - loss: 358.4213 - logits_profile_predictions_loss: 355.3419 - logcount_predictions_loss: 0.6999 63/1855 [>.............................] - ETA: 9:02 - loss: 358.3785 - logits_profile_predictions_loss: 355.2987 - logcount_predictions_loss: 0.7000 64/1855 [>.............................] - ETA: 9:02 - loss: 358.3389 - logits_profile_predictions_loss: 355.2585 - logcount_predictions_loss: 0.7001 65/1855 [>.............................] - ETA: 9:01 - loss: 358.3120 - logits_profile_predictions_loss: 355.2313 - logcount_predictions_loss: 0.7001 66/1855 [>.............................] - ETA: 9:01 - loss: 358.2678 - logits_profile_predictions_loss: 355.1871 - logcount_predictions_loss: 0.7002 67/1855 [>.............................] - ETA: 9:01 - loss: 358.2275 - logits_profile_predictions_loss: 355.1466 - logcount_predictions_loss: 0.7002 68/1855 [>.............................] - ETA: 9:01 - loss: 358.1850 - logits_profile_predictions_loss: 355.1041 - logcount_predictions_loss: 0.7002 69/1855 [>.............................] - ETA: 9:00 - loss: 358.1508 - logits_profile_predictions_loss: 355.0699 - logcount_predictions_loss: 0.7002 70/1855 [>.............................] - ETA: 9:00 - loss: 358.1096 - logits_profile_predictions_loss: 355.0288 - logcount_predictions_loss: 0.7002 71/1855 [>.............................] - ETA: 9:00 - loss: 358.0687 - logits_profile_predictions_loss: 354.9883 - logcount_predictions_loss: 0.7001 72/1855 [>.............................] - ETA: 8:59 - loss: 358.0229 - logits_profile_predictions_loss: 354.9426 - logcount_predictions_loss: 0.7001 73/1855 [>.............................] - ETA: 8:59 - loss: 357.9755 - logits_profile_predictions_loss: 354.8956 - logcount_predictions_loss: 0.7000 74/1855 [>.............................] - ETA: 8:59 - loss: 357.9112 - logits_profile_predictions_loss: 354.8316 - logcount_predictions_loss: 0.6999 75/1855 [>.............................] - ETA: 8:58 - loss: 357.8453 - logits_profile_predictions_loss: 354.7663 - logcount_predictions_loss: 0.6998 76/1855 [>.............................] - ETA: 8:58 - loss: 357.7676 - logits_profile_predictions_loss: 354.6890 - logcount_predictions_loss: 0.6997 77/1855 [>.............................] - ETA: 8:58 - loss: 357.6985 - logits_profile_predictions_loss: 354.6203 - logcount_predictions_loss: 0.6996 78/1855 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[===>..........................] - ETA: 8:05 - loss: 352.1765 - logits_profile_predictions_loss: 349.1482 - logcount_predictions_loss: 0.6883 255/1855 [===>..........................] - ETA: 8:05 - loss: 352.1634 - logits_profile_predictions_loss: 349.1352 - logcount_predictions_loss: 0.6882 256/1855 [===>..........................] - ETA: 8:04 - loss: 352.1506 - logits_profile_predictions_loss: 349.1226 - logcount_predictions_loss: 0.6882 257/1855 [===>..........................] - ETA: 8:04 - loss: 352.1360 - logits_profile_predictions_loss: 349.1082 - logcount_predictions_loss: 0.6882 258/1855 [===>..........................] - ETA: 8:04 - loss: 352.1194 - logits_profile_predictions_loss: 349.0918 - logcount_predictions_loss: 0.6881 259/1855 [===>..........................] - ETA: 8:04 - loss: 352.1040 - logits_profile_predictions_loss: 349.0766 - logcount_predictions_loss: 0.6881 260/1855 [===>..........................] - ETA: 8:03 - loss: 352.0882 - logits_profile_predictions_loss: 349.0610 - logcount_predictions_loss: 0.6880 261/1855 [===>..........................] - ETA: 8:03 - loss: 352.0729 - logits_profile_predictions_loss: 349.0458 - logcount_predictions_loss: 0.6880 262/1855 [===>..........................] - ETA: 8:03 - loss: 352.0578 - logits_profile_predictions_loss: 349.0310 - logcount_predictions_loss: 0.6879 263/1855 [===>..........................] - ETA: 8:02 - loss: 352.0424 - logits_profile_predictions_loss: 349.0158 - logcount_predictions_loss: 0.6879 264/1855 [===>..........................] - ETA: 8:02 - loss: 352.0287 - logits_profile_predictions_loss: 349.0022 - logcount_predictions_loss: 0.6879 265/1855 [===>..........................] - ETA: 8:02 - loss: 352.0144 - logits_profile_predictions_loss: 348.9881 - logcount_predictions_loss: 0.6878 266/1855 [===>..........................] - ETA: 8:01 - loss: 351.9985 - logits_profile_predictions_loss: 348.9724 - logcount_predictions_loss: 0.6878 267/1855 [===>..........................] - ETA: 8:01 - loss: 351.9838 - logits_profile_predictions_loss: 348.9579 - logcount_predictions_loss: 0.6877 268/1855 [===>..........................] - ETA: 8:01 - loss: 351.9694 - logits_profile_predictions_loss: 348.9438 - logcount_predictions_loss: 0.6877 269/1855 [===>..........................] - ETA: 8:01 - loss: 351.9549 - logits_profile_predictions_loss: 348.9294 - logcount_predictions_loss: 0.6876 270/1855 [===>..........................] - ETA: 8:00 - loss: 351.9398 - logits_profile_predictions_loss: 348.9145 - logcount_predictions_loss: 0.6876 271/1855 [===>..........................] - ETA: 8:00 - loss: 351.9246 - logits_profile_predictions_loss: 348.8994 - logcount_predictions_loss: 0.6875 272/1855 [===>..........................] - ETA: 8:00 - loss: 351.9087 - logits_profile_predictions_loss: 348.8837 - logcount_predictions_loss: 0.6875 273/1855 [===>..........................] - ETA: 7:59 - loss: 351.8930 - logits_profile_predictions_loss: 348.8681 - logcount_predictions_loss: 0.6875 274/1855 [===>..........................] - ETA: 7:59 - loss: 351.8765 - logits_profile_predictions_loss: 348.8518 - logcount_predictions_loss: 0.6874 275/1855 [===>..........................] - ETA: 7:59 - loss: 351.8600 - logits_profile_predictions_loss: 348.8355 - logcount_predictions_loss: 0.6874 276/1855 [===>..........................] - ETA: 7:58 - loss: 351.8433 - logits_profile_predictions_loss: 348.8190 - logcount_predictions_loss: 0.6874 277/1855 [===>..........................] - ETA: 7:58 - loss: 351.8269 - logits_profile_predictions_loss: 348.8027 - logcount_predictions_loss: 0.6873 278/1855 [===>..........................] - ETA: 7:58 - loss: 351.8105 - logits_profile_predictions_loss: 348.7864 - logcount_predictions_loss: 0.6873 279/1855 [===>..........................] - ETA: 7:58 - loss: 351.7938 - logits_profile_predictions_loss: 348.7698 - logcount_predictions_loss: 0.6873 280/1855 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logits_profile_predictions_loss: 348.6514 - logcount_predictions_loss: 0.6871 287/1855 [===>..........................] - ETA: 7:55 - loss: 351.6573 - logits_profile_predictions_loss: 348.6344 - logcount_predictions_loss: 0.6870 288/1855 [===>..........................] - ETA: 7:55 - loss: 351.6396 - logits_profile_predictions_loss: 348.6168 - logcount_predictions_loss: 0.6870 289/1855 [===>..........................] - ETA: 7:54 - loss: 351.6215 - logits_profile_predictions_loss: 348.5988 - logcount_predictions_loss: 0.6870 290/1855 [===>..........................] - ETA: 7:54 - loss: 351.6034 - logits_profile_predictions_loss: 348.5809 - logcount_predictions_loss: 0.6870 291/1855 [===>..........................] - ETA: 7:54 - loss: 351.5868 - logits_profile_predictions_loss: 348.5644 - logcount_predictions_loss: 0.6869 292/1855 [===>..........................] - ETA: 7:54 - loss: 351.5694 - logits_profile_predictions_loss: 348.5471 - logcount_predictions_loss: 0.6869 293/1855 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logits_profile_predictions_loss: 348.4305 - logcount_predictions_loss: 0.6866 300/1855 [===>..........................] - ETA: 7:51 - loss: 351.4366 - logits_profile_predictions_loss: 348.4157 - logcount_predictions_loss: 0.6866 301/1855 [===>..........................] - ETA: 7:51 - loss: 351.4218 - logits_profile_predictions_loss: 348.4010 - logcount_predictions_loss: 0.6866 302/1855 [===>..........................] - ETA: 7:51 - loss: 351.4075 - logits_profile_predictions_loss: 348.3869 - logcount_predictions_loss: 0.6865 303/1855 [===>..........................] - ETA: 7:50 - loss: 351.3933 - logits_profile_predictions_loss: 348.3729 - logcount_predictions_loss: 0.6865 304/1855 [===>..........................] - ETA: 7:50 - loss: 351.3794 - logits_profile_predictions_loss: 348.3591 - logcount_predictions_loss: 0.6864 305/1855 [===>..........................] - ETA: 7:50 - loss: 351.3654 - logits_profile_predictions_loss: 348.3453 - logcount_predictions_loss: 0.6864 306/1855 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logits_profile_predictions_loss: 348.2503 - logcount_predictions_loss: 0.6861 313/1855 [====>.........................] - ETA: 7:47 - loss: 351.2547 - logits_profile_predictions_loss: 348.2359 - logcount_predictions_loss: 0.6861 314/1855 [====>.........................] - ETA: 7:47 - loss: 351.2401 - logits_profile_predictions_loss: 348.2215 - logcount_predictions_loss: 0.6861 315/1855 [====>.........................] - ETA: 7:47 - loss: 351.2259 - logits_profile_predictions_loss: 348.2075 - logcount_predictions_loss: 0.6860 316/1855 [====>.........................] - ETA: 7:46 - loss: 351.2119 - logits_profile_predictions_loss: 348.1937 - logcount_predictions_loss: 0.6860 317/1855 [====>.........................] - ETA: 7:46 - loss: 351.1983 - logits_profile_predictions_loss: 348.1803 - logcount_predictions_loss: 0.6859 318/1855 [====>.........................] - ETA: 7:46 - loss: 351.1846 - logits_profile_predictions_loss: 348.1667 - logcount_predictions_loss: 0.6859 319/1855 [====>.........................] - ETA: 7:45 - loss: 351.1707 - logits_profile_predictions_loss: 348.1530 - logcount_predictions_loss: 0.6859 320/1855 [====>.........................] - ETA: 7:45 - loss: 351.1573 - logits_profile_predictions_loss: 348.1398 - logcount_predictions_loss: 0.6858 321/1855 [====>.........................] - ETA: 7:45 - loss: 351.1444 - logits_profile_predictions_loss: 348.1270 - logcount_predictions_loss: 0.6858 322/1855 [====>.........................] - ETA: 7:45 - loss: 351.1314 - logits_profile_predictions_loss: 348.1141 - logcount_predictions_loss: 0.6858 323/1855 [====>.........................] - ETA: 7:44 - loss: 351.1175 - logits_profile_predictions_loss: 348.1003 - logcount_predictions_loss: 0.6857 324/1855 [====>.........................] - ETA: 7:44 - loss: 351.1032 - logits_profile_predictions_loss: 348.0862 - logcount_predictions_loss: 0.6857 325/1855 [====>.........................] - ETA: 7:44 - loss: 351.0899 - logits_profile_predictions_loss: 348.0730 - logcount_predictions_loss: 0.6857 326/1855 [====>.........................] - ETA: 7:43 - loss: 351.0765 - logits_profile_predictions_loss: 348.0598 - logcount_predictions_loss: 0.6856 327/1855 [====>.........................] - ETA: 7:43 - loss: 351.0635 - logits_profile_predictions_loss: 348.0469 - logcount_predictions_loss: 0.6856 328/1855 [====>.........................] - ETA: 7:43 - loss: 351.0507 - logits_profile_predictions_loss: 348.0342 - logcount_predictions_loss: 0.6856 329/1855 [====>.........................] - ETA: 7:42 - loss: 351.0374 - logits_profile_predictions_loss: 348.0211 - logcount_predictions_loss: 0.6855 330/1855 [====>.........................] - ETA: 7:42 - loss: 351.0250 - logits_profile_predictions_loss: 348.0089 - logcount_predictions_loss: 0.6855 331/1855 [====>.........................] - ETA: 7:42 - loss: 351.0132 - logits_profile_predictions_loss: 347.9972 - logcount_predictions_loss: 0.6855 332/1855 [====>.........................] - ETA: 7:42 - loss: 351.0014 - logits_profile_predictions_loss: 347.9855 - logcount_predictions_loss: 0.6854 333/1855 [====>.........................] - ETA: 7:41 - loss: 350.9888 - logits_profile_predictions_loss: 347.9730 - logcount_predictions_loss: 0.6854 334/1855 [====>.........................] - ETA: 7:41 - loss: 350.9759 - logits_profile_predictions_loss: 347.9603 - logcount_predictions_loss: 0.6854 335/1855 [====>.........................] - ETA: 7:41 - loss: 350.9634 - logits_profile_predictions_loss: 347.9479 - logcount_predictions_loss: 0.6853 336/1855 [====>.........................] - ETA: 7:40 - loss: 350.9508 - logits_profile_predictions_loss: 347.9355 - logcount_predictions_loss: 0.6853 337/1855 [====>.........................] - ETA: 7:40 - loss: 350.9385 - logits_profile_predictions_loss: 347.9234 - logcount_predictions_loss: 0.6853 338/1855 [====>.........................] - ETA: 7:40 - loss: 350.9256 - logits_profile_predictions_loss: 347.9106 - logcount_predictions_loss: 0.6852 339/1855 [====>.........................] - ETA: 7:39 - loss: 350.9125 - logits_profile_predictions_loss: 347.8977 - logcount_predictions_loss: 0.6852 340/1855 [====>.........................] - ETA: 7:39 - loss: 350.8990 - logits_profile_predictions_loss: 347.8843 - logcount_predictions_loss: 0.6852 341/1855 [====>.........................] - ETA: 7:39 - loss: 350.8859 - logits_profile_predictions_loss: 347.8713 - logcount_predictions_loss: 0.6851 342/1855 [====>.........................] - ETA: 7:39 - loss: 350.8724 - logits_profile_predictions_loss: 347.8581 - logcount_predictions_loss: 0.6851 343/1855 [====>.........................] - ETA: 7:38 - loss: 350.8582 - logits_profile_predictions_loss: 347.8440 - logcount_predictions_loss: 0.6851 344/1855 [====>.........................] - ETA: 7:38 - loss: 350.8447 - logits_profile_predictions_loss: 347.8306 - logcount_predictions_loss: 0.6850 345/1855 [====>.........................] - ETA: 7:38 - loss: 350.8316 - logits_profile_predictions_loss: 347.8177 - logcount_predictions_loss: 0.6850 346/1855 [====>.........................] - ETA: 7:37 - loss: 350.8184 - logits_profile_predictions_loss: 347.8047 - logcount_predictions_loss: 0.6849 347/1855 [====>.........................] - ETA: 7:37 - loss: 350.8051 - logits_profile_predictions_loss: 347.7916 - logcount_predictions_loss: 0.6849 348/1855 [====>.........................] - ETA: 7:37 - loss: 350.7914 - logits_profile_predictions_loss: 347.7780 - logcount_predictions_loss: 0.6849 349/1855 [====>.........................] - ETA: 7:36 - loss: 350.7774 - logits_profile_predictions_loss: 347.7641 - logcount_predictions_loss: 0.6848 350/1855 [====>.........................] - ETA: 7:36 - loss: 350.7637 - logits_profile_predictions_loss: 347.7506 - logcount_predictions_loss: 0.6848 351/1855 [====>.........................] - ETA: 7:36 - loss: 350.7502 - logits_profile_predictions_loss: 347.7371 - logcount_predictions_loss: 0.6848 352/1855 [====>.........................] - ETA: 7:36 - loss: 350.7365 - logits_profile_predictions_loss: 347.7236 - logcount_predictions_loss: 0.6847 353/1855 [====>.........................] - ETA: 7:35 - loss: 350.7226 - logits_profile_predictions_loss: 347.7099 - logcount_predictions_loss: 0.6847 354/1855 [====>.........................] - ETA: 7:35 - loss: 350.7090 - logits_profile_predictions_loss: 347.6965 - logcount_predictions_loss: 0.6847 355/1855 [====>.........................] - ETA: 7:35 - loss: 350.6952 - logits_profile_predictions_loss: 347.6827 - logcount_predictions_loss: 0.6847 356/1855 [====>.........................] - ETA: 7:34 - loss: 350.6815 - logits_profile_predictions_loss: 347.6692 - logcount_predictions_loss: 0.6846 357/1855 [====>.........................] - ETA: 7:34 - loss: 350.6681 - logits_profile_predictions_loss: 347.6559 - logcount_predictions_loss: 0.6846 358/1855 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logcount_predictions_loss: 0.4556 3/1855 [..............................] - ETA: 9:18 - loss: 341.3851 - logits_profile_predictions_loss: 339.3532 - logcount_predictions_loss: 0.4618 4/1855 [..............................] - ETA: 9:19 - loss: 341.3092 - logits_profile_predictions_loss: 339.2621 - logcount_predictions_loss: 0.4653 5/1855 [..............................] - ETA: 9:19 - loss: 342.2903 - logits_profile_predictions_loss: 340.2171 - logcount_predictions_loss: 0.4712 6/1855 [..............................] - ETA: 9:18 - loss: 341.0514 - logits_profile_predictions_loss: 338.9363 - logcount_predictions_loss: 0.4807 7/1855 [..............................] - ETA: 9:18 - loss: 339.9647 - logits_profile_predictions_loss: 337.7890 - logcount_predictions_loss: 0.4945 8/1855 [..............................] - ETA: 9:18 - loss: 340.0067 - logits_profile_predictions_loss: 337.7895 - logcount_predictions_loss: 0.5039 9/1855 [..............................] - ETA: 9:18 - loss: 339.8219 - 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[..............................] - ETA: 9:16 - loss: 341.2139 - logits_profile_predictions_loss: 338.7770 - logcount_predictions_loss: 0.5538 17/1855 [..............................] - ETA: 9:15 - loss: 340.7449 - logits_profile_predictions_loss: 338.2995 - logcount_predictions_loss: 0.5558 18/1855 [..............................] - ETA: 9:15 - loss: 340.2958 - logits_profile_predictions_loss: 337.8444 - logcount_predictions_loss: 0.5571 19/1855 [..............................] - ETA: 9:15 - loss: 339.9105 - logits_profile_predictions_loss: 337.4522 - logcount_predictions_loss: 0.5587 20/1855 [..............................] - ETA: 9:15 - loss: 339.6392 - logits_profile_predictions_loss: 337.1728 - logcount_predictions_loss: 0.5606 21/1855 [..............................] - ETA: 9:14 - loss: 339.2789 - logits_profile_predictions_loss: 336.8040 - logcount_predictions_loss: 0.5625 22/1855 [..............................] - ETA: 9:14 - loss: 338.9075 - logits_profile_predictions_loss: 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loss: 337.0243 - logits_profile_predictions_loss: 334.4815 - logcount_predictions_loss: 0.5779 30/1855 [..............................] - ETA: 9:12 - loss: 336.8751 - logits_profile_predictions_loss: 334.3253 - logcount_predictions_loss: 0.5795 31/1855 [..............................] - ETA: 9:12 - loss: 336.6176 - logits_profile_predictions_loss: 334.0629 - logcount_predictions_loss: 0.5806 32/1855 [..............................] - ETA: 9:11 - loss: 336.4538 - logits_profile_predictions_loss: 333.8936 - logcount_predictions_loss: 0.5819 33/1855 [..............................] - ETA: 9:11 - loss: 336.2638 - logits_profile_predictions_loss: 333.6990 - logcount_predictions_loss: 0.5829 34/1855 [..............................] - ETA: 9:11 - loss: 336.0735 - logits_profile_predictions_loss: 333.5042 - logcount_predictions_loss: 0.5839 35/1855 [..............................] - ETA: 9:11 - loss: 335.8716 - logits_profile_predictions_loss: 333.2982 - logcount_predictions_loss: 0.5849 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[====>.........................] - ETA: 7:49 - loss: 335.4790 - logits_profile_predictions_loss: 332.7224 - logcount_predictions_loss: 0.6265 311/1855 [====>.........................] - ETA: 7:48 - loss: 335.4854 - logits_profile_predictions_loss: 332.7287 - logcount_predictions_loss: 0.6265 312/1855 [====>.........................] - ETA: 7:48 - loss: 335.4917 - logits_profile_predictions_loss: 332.7349 - logcount_predictions_loss: 0.6266 313/1855 [====>.........................] - ETA: 7:48 - loss: 335.4983 - logits_profile_predictions_loss: 332.7413 - logcount_predictions_loss: 0.6266 314/1855 [====>.........................] - ETA: 7:48 - loss: 335.5051 - logits_profile_predictions_loss: 332.7480 - logcount_predictions_loss: 0.6266 315/1855 [====>.........................] - ETA: 7:47 - loss: 335.5115 - logits_profile_predictions_loss: 332.7542 - logcount_predictions_loss: 0.6267 316/1855 [====>.........................] - ETA: 7:47 - loss: 335.5174 - 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logits_profile_predictions_loss: 332.6498 - logcount_predictions_loss: 0.6335 1845/1855 [============================>.] - ETA: 3s - loss: 335.4371 - logits_profile_predictions_loss: 332.6496 - logcount_predictions_loss: 0.6335 1846/1855 [============================>.] - ETA: 2s - loss: 335.4369 - logits_profile_predictions_loss: 332.6493 - logcount_predictions_loss: 0.6335 1847/1855 [============================>.] - ETA: 2s - loss: 335.4366 - logits_profile_predictions_loss: 332.6491 - logcount_predictions_loss: 0.6335 1848/1855 [============================>.] - ETA: 2s - loss: 335.4364 - logits_profile_predictions_loss: 332.6488 - logcount_predictions_loss: 0.6335 1849/1855 [============================>.] - ETA: 1s - loss: 335.4362 - logits_profile_predictions_loss: 332.6486 - logcount_predictions_loss: 0.6335 1850/1855 [============================>.] - ETA: 1s - loss: 335.4359 - logits_profile_predictions_loss: 332.6483 - logcount_predictions_loss: 0.6335 1851/1855 [============================>.] - ETA: 1s - loss: 335.4356 - logits_profile_predictions_loss: 332.6481 - logcount_predictions_loss: 0.6335 1852/1855 [============================>.] - ETA: 0s - loss: 335.4354 - logits_profile_predictions_loss: 332.6478 - logcount_predictions_loss: 0.6335 1853/1855 [============================>.] - ETA: 0s - loss: 335.4352 - logits_profile_predictions_loss: 332.6476 - logcount_predictions_loss: 0.6336 1854/1855 [============================>.] - ETA: 0s - loss: 335.4349 - logits_profile_predictions_loss: 332.6474 - logcount_predictions_loss: 0.6336 1855/1855 [==============================] - ETA: 0s - loss: 335.4347 - logits_profile_predictions_loss: 332.6471 - logcount_predictions_loss: 0.6336 1855/1855 [==============================] - 597s 322ms/step - loss: 335.4345 - logits_profile_predictions_loss: 332.6469 - logcount_predictions_loss: 0.6336 - val_loss: 456.8123 - val_logits_profile_predictions_loss: 453.7766 - val_logcount_predictions_loss: 0.6898 + +Epoch 00015: val_loss did not improve from 452.42026 +Restoring model weights from the end of the best epoch. +Epoch 00015: early stopping +save model +save model without bias +2023-01-18_23-23-59: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR930USX//preprocessing/bigWigs/ENCSR930USX.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_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/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(31223, 10) +loading nonpeaks... +got split:test for bed regions:(31339, 10) +0/245 +100/245 +200/245 +2023-01-18_23-29-27: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR930USX//preprocessing/bigWigs/ENCSR930USX.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_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/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(31223, 10) +loading nonpeaks... +got split:test for bed regions:(31339, 10) +0/245 +100/245 +200/245 +2023-01-18_23-34-07: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR930USX//preprocessing/bigWigs/ENCSR930USX.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_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/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(31223, 10) +loading nonpeaks... +got split:test for bed regions:(31339, 10) +0/245 +100/245 +200/245 +2023-01-18_23-36-51: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//footprints +2023-01-18_23-36-51: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/29 [>.............................] - ETA: 9:26 3/29 [==>...........................] - ETA: 12s  4/29 [===>..........................] - ETA: 15s 5/29 [====>.........................] - ETA: 16s 6/29 [=====>........................] - ETA: 17s 7/29 [======>.......................] - ETA: 17s 8/29 [=======>......................] - ETA: 16s 9/29 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[=================>............] - ETA: 10s 19/29 [==================>...........] - ETA: 9s  20/29 [===================>..........] - ETA: 8s 21/29 [====================>.........] - ETA: 7s 22/29 [=====================>........] - ETA: 6s 23/29 [======================>.......] - ETA: 5s 24/29 [=======================>......] - ETA: 4s 25/29 [========================>.....] - ETA: 3s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 26s 944ms/step +Saving marginal footprints +2023-01-18_23-39-34: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//footprints +2023-01-18_23-39-34: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_1//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/29 [>.............................] - ETA: 6:26 3/29 [==>...........................] - ETA: 1s  4/29 [===>..........................] - ETA: 1s 5/29 [====>.........................] - ETA: 1s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 0s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 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[=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 86ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 86ms/step + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 86ms/step +Saving marginal footprints