2022-09-22_07-59-00: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR918TVE//preprocessing/bigWigs/ENCSR918TVE.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR918TVE//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR918TVE//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 165845 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 165845 Number of peaks input: 42226 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 42226 Number of non peaks input: 166657 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 166657 Number of non peaks input: 41413 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 41413 Number of peaks after removing outliers: 164019 Number of nonpeaks after removing outliers: 148339 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 1/4636 [..............................] - ETA: 8:50:25 12/4636 [..............................] - ETA: 22s  23/4636 [..............................] - ETA: 22s 35/4636 [..............................] - ETA: 21s 47/4636 [..............................] - ETA: 21s 59/4636 [..............................] - ETA: 21s 71/4636 [..............................] - ETA: 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/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR918TVE//preprocessing/bigWigs/ENCSR918TVE.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '21.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(145507, 10) loading nonpeaks... got split:train for bed regions:(132675, 10) loading peaks... got split:valid for bed regions:(18512, 10) loading nonpeaks... got split:valid for bed regions:(15664, 10) Epoch 1/50 1/2501 [..............................] - ETA: 4:21:45 - loss: 663.5546 - logits_profile_predictions_loss: 507.9742 - logcount_predictions_loss: 7.2363 2/2501 [..............................] - ETA: 5:51 - loss: 2948.7475 - logits_profile_predictions_loss: 568.4958 - logcount_predictions_loss: 110.7094 3/2501 [..............................] - ETA: 5:48 - loss: 3218.2675 - logits_profile_predictions_loss: 587.4262 - logcount_predictions_loss: 122.3647 4/2501 [..............................] - ETA: 5:47 - loss: 3171.4039 - logits_profile_predictions_loss: 598.0030 - logcount_predictions_loss: 119.6931 5/2501 [..............................] - ETA: 5:46 - loss: 3050.3313 - logits_profile_predictions_loss: 600.6456 - logcount_predictions_loss: 113.9389 6/2501 [..............................] - ETA: 5:46 - loss: 2919.5936 - logits_profile_predictions_loss: 601.4154 - logcount_predictions_loss: 107.8222 7/2501 [..............................] - ETA: 5:46 - loss: 2794.4609 - logits_profile_predictions_loss: 600.5784 - logcount_predictions_loss: 102.0410 8/2501 [..............................] - ETA: 5:46 - loss: 2680.8469 - logits_profile_predictions_loss: 599.7310 - logcount_predictions_loss: 96.7961  9/2501 [..............................] - ETA: 5:45 - loss: 2578.4513 - logits_profile_predictions_loss: 598.8311 - logcount_predictions_loss: 92.0754 10/2501 [..............................] - ETA: 5:46 - loss: 2487.1041 - logits_profile_predictions_loss: 598.3414 - logcount_predictions_loss: 87.8494 11/2501 [..............................] - ETA: 5:45 - loss: 2405.0993 - logits_profile_predictions_loss: 597.9358 - logcount_predictions_loss: 84.0541 12/2501 [..............................] - ETA: 5:45 - loss: 2331.6036 - logits_profile_predictions_loss: 597.9300 - logcount_predictions_loss: 80.6360 13/2501 [..............................] - ETA: 5:45 - loss: 2265.1563 - logits_profile_predictions_loss: 597.9771 - logcount_predictions_loss: 77.5432 14/2501 [..............................] - ETA: 5:45 - loss: 2204.1323 - logits_profile_predictions_loss: 597.5430 - logcount_predictions_loss: 74.7251 15/2501 [..............................] - ETA: 5:45 - loss: 2148.7158 - logits_profile_predictions_loss: 597.3442 - logcount_predictions_loss: 72.1568 16/2501 [..............................] - ETA: 5:45 - loss: 2097.8620 - logits_profile_predictions_loss: 597.0524 - logcount_predictions_loss: 69.8051 17/2501 [..............................] - ETA: 5:44 - loss: 2051.0766 - logits_profile_predictions_loss: 596.7580 - logcount_predictions_loss: 67.6427 18/2501 [..............................] - ETA: 5:44 - loss: 2007.7438 - logits_profile_predictions_loss: 596.3827 - logcount_predictions_loss: 65.6447 19/2501 [..............................] - ETA: 5:44 - loss: 1968.0711 - logits_profile_predictions_loss: 596.3770 - logcount_predictions_loss: 63.7997 20/2501 [..............................] - ETA: 5:44 - loss: 1930.6593 - logits_profile_predictions_loss: 595.9802 - logcount_predictions_loss: 62.0781 21/2501 [..............................] - ETA: 5:44 - loss: 1895.5743 - logits_profile_predictions_loss: 595.4275 - logcount_predictions_loss: 60.4719 22/2501 [..............................] - ETA: 5:44 - loss: 1862.6448 - logits_profile_predictions_loss: 594.8006 - logcount_predictions_loss: 58.9695 23/2501 [..............................] - ETA: 5:44 - loss: 1831.8710 - logits_profile_predictions_loss: 594.2821 - logcount_predictions_loss: 57.5623 24/2501 [..............................] - ETA: 5:44 - loss: 1803.0997 - logits_profile_predictions_loss: 593.8743 - logcount_predictions_loss: 56.2430 25/2501 [..............................] - ETA: 5:44 - loss: 1775.8101 - logits_profile_predictions_loss: 593.3169 - logcount_predictions_loss: 54.9997 26/2501 [..............................] - ETA: 5:43 - loss: 1750.1978 - logits_profile_predictions_loss: 592.8787 - logcount_predictions_loss: 53.8288 27/2501 [..............................] - ETA: 5:43 - loss: 1725.8846 - logits_profile_predictions_loss: 592.3811 - logcount_predictions_loss: 52.7211 28/2501 [..............................] - ETA: 5:43 - loss: 1702.7654 - logits_profile_predictions_loss: 591.8188 - logcount_predictions_loss: 51.6719 29/2501 [..............................] - ETA: 5:43 - loss: 1680.8844 - logits_profile_predictions_loss: 591.3075 - logcount_predictions_loss: 50.6780 30/2501 [..............................] - ETA: 5:43 - loss: 1660.0588 - logits_profile_predictions_loss: 590.7785 - logcount_predictions_loss: 49.7340 31/2501 [..............................] - ETA: 5:43 - loss: 1640.2844 - logits_profile_predictions_loss: 590.2878 - logcount_predictions_loss: 48.8370 32/2501 [..............................] - ETA: 5:43 - loss: 1621.4266 - logits_profile_predictions_loss: 589.7879 - logcount_predictions_loss: 47.9832 33/2501 [..............................] - ETA: 5:43 - loss: 1603.4789 - logits_profile_predictions_loss: 589.3349 - logcount_predictions_loss: 47.1695 34/2501 [..............................] - ETA: 5:42 - loss: 1586.2958 - logits_profile_predictions_loss: 588.8640 - logcount_predictions_loss: 46.3922 35/2501 [..............................] - ETA: 5:42 - loss: 1569.7927 - logits_profile_predictions_loss: 588.3488 - logcount_predictions_loss: 45.6485 36/2501 [..............................] - ETA: 5:42 - loss: 1553.9090 - logits_profile_predictions_loss: 587.7859 - logcount_predictions_loss: 44.9360 37/2501 [..............................] - ETA: 5:42 - loss: 1538.6990 - logits_profile_predictions_loss: 587.2482 - logcount_predictions_loss: 44.2535 38/2501 [..............................] - ETA: 5:42 - loss: 1524.0735 - logits_profile_predictions_loss: 586.7005 - logcount_predictions_loss: 43.5987 39/2501 [..............................] - ETA: 5:42 - loss: 1509.9858 - logits_profile_predictions_loss: 586.1363 - logcount_predictions_loss: 42.9697 40/2501 [..............................] - ETA: 5:42 - loss: 1496.4942 - logits_profile_predictions_loss: 585.6240 - logcount_predictions_loss: 42.3661 41/2501 [..............................] - ETA: 5:41 - loss: 1483.5235 - logits_profile_predictions_loss: 585.1288 - logcount_predictions_loss: 41.7858 42/2501 [..............................] - ETA: 5:41 - loss: 1471.0087 - logits_profile_predictions_loss: 584.6268 - logcount_predictions_loss: 41.2271 43/2501 [..............................] - ETA: 5:41 - loss: 1458.9298 - logits_profile_predictions_loss: 584.1281 - logcount_predictions_loss: 40.6884 44/2501 [..............................] - ETA: 5:41 - loss: 1447.2404 - logits_profile_predictions_loss: 583.6107 - logcount_predictions_loss: 40.1688 45/2501 [..............................] - ETA: 5:41 - loss: 1435.9700 - logits_profile_predictions_loss: 583.1124 - logcount_predictions_loss: 39.6678 46/2501 [..............................] - ETA: 5:41 - loss: 1425.0932 - logits_profile_predictions_loss: 582.6350 - logcount_predictions_loss: 39.1841 47/2501 [..............................] - ETA: 5:41 - loss: 1414.5191 - logits_profile_predictions_loss: 582.1244 - logcount_predictions_loss: 38.7160 48/2501 [..............................] - ETA: 5:40 - loss: 1404.2834 - logits_profile_predictions_loss: 581.6173 - logcount_predictions_loss: 38.2635 49/2501 [..............................] - ETA: 5:40 - loss: 1394.3817 - logits_profile_predictions_loss: 581.1238 - logcount_predictions_loss: 37.8259 50/2501 [..............................] - ETA: 5:40 - loss: 1384.8087 - logits_profile_predictions_loss: 580.6504 - logcount_predictions_loss: 37.4027 51/2501 [..............................] - ETA: 5:40 - loss: 1375.5276 - logits_profile_predictions_loss: 580.1820 - logcount_predictions_loss: 36.9928 52/2501 [..............................] - ETA: 5:40 - loss: 1366.5177 - logits_profile_predictions_loss: 579.7173 - logcount_predictions_loss: 36.5954 53/2501 [..............................] - ETA: 5:40 - loss: 1357.7819 - logits_profile_predictions_loss: 579.2667 - logcount_predictions_loss: 36.2100 54/2501 [..............................] - ETA: 5:40 - loss: 1349.3323 - logits_profile_predictions_loss: 578.8487 - logcount_predictions_loss: 35.8364 55/2501 [..............................] - ETA: 5:39 - loss: 1341.1288 - logits_profile_predictions_loss: 578.4405 - logcount_predictions_loss: 35.4739 56/2501 [..............................] - ETA: 5:39 - loss: 1333.1885 - logits_profile_predictions_loss: 578.0634 - logcount_predictions_loss: 35.1221 57/2501 [..............................] - ETA: 5:39 - loss: 1325.4557 - logits_profile_predictions_loss: 577.6807 - logcount_predictions_loss: 34.7802 58/2501 [..............................] - ETA: 5:39 - loss: 1317.9148 - logits_profile_predictions_loss: 577.2886 - logcount_predictions_loss: 34.4477 59/2501 [..............................] - ETA: 5:39 - loss: 1310.5619 - logits_profile_predictions_loss: 576.8901 - 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- loss: 1264.2468 - logits_profile_predictions_loss: 574.3464 - logcount_predictions_loss: 32.0884 67/2501 [..............................] - ETA: 5:38 - loss: 1258.3306 - logits_profile_predictions_loss: 574.0516 - logcount_predictions_loss: 31.8269 68/2501 [..............................] - ETA: 5:38 - loss: 1252.5528 - logits_profile_predictions_loss: 573.7603 - logcount_predictions_loss: 31.5717 69/2501 [..............................] - ETA: 5:38 - loss: 1246.9205 - logits_profile_predictions_loss: 573.4811 - logcount_predictions_loss: 31.3228 70/2501 [..............................] - ETA: 5:37 - loss: 1241.4185 - logits_profile_predictions_loss: 573.2061 - logcount_predictions_loss: 31.0796 71/2501 [..............................] - ETA: 5:37 - loss: 1236.0805 - logits_profile_predictions_loss: 572.9657 - logcount_predictions_loss: 30.8425 72/2501 [..............................] - ETA: 5:37 - loss: 1230.8324 - logits_profile_predictions_loss: 572.7043 - 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- loss: 1197.1329 - logits_profile_predictions_loss: 570.9756 - logcount_predictions_loss: 29.1236 80/2501 [..............................] - ETA: 5:36 - loss: 1192.6941 - logits_profile_predictions_loss: 570.7284 - logcount_predictions_loss: 28.9286 81/2501 [..............................] - ETA: 5:36 - loss: 1188.3801 - logits_profile_predictions_loss: 570.5129 - logcount_predictions_loss: 28.7380 82/2501 [..............................] - ETA: 5:36 - loss: 1184.1341 - logits_profile_predictions_loss: 570.2877 - logcount_predictions_loss: 28.5510 83/2501 [..............................] - ETA: 5:36 - loss: 1179.9695 - logits_profile_predictions_loss: 570.0634 - logcount_predictions_loss: 28.3677 84/2501 [>.............................] - ETA: 5:36 - loss: 1175.8729 - logits_profile_predictions_loss: 569.8324 - logcount_predictions_loss: 28.1879 85/2501 [>.............................] - ETA: 5:36 - loss: 1171.8587 - logits_profile_predictions_loss: 569.6059 - 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[============================>.] - ETA: 1s - loss: 628.1363 - logits_profile_predictions_loss: 531.0268 - logcount_predictions_loss: 4.5167 2493/2501 [============================>.] - ETA: 1s - loss: 628.1064 - logits_profile_predictions_loss: 531.0186 - logcount_predictions_loss: 4.5157 2494/2501 [============================>.] - ETA: 0s - loss: 628.0765 - logits_profile_predictions_loss: 531.0103 - logcount_predictions_loss: 4.5147 2495/2501 [============================>.] - ETA: 0s - loss: 628.0467 - logits_profile_predictions_loss: 531.0021 - logcount_predictions_loss: 4.5137 2496/2501 [============================>.] - ETA: 0s - loss: 628.0168 - logits_profile_predictions_loss: 530.9939 - logcount_predictions_loss: 4.5127 2497/2501 [============================>.] - ETA: 0s - loss: 627.9870 - logits_profile_predictions_loss: 530.9856 - logcount_predictions_loss: 4.5117 2498/2501 [============================>.] - ETA: 0s - loss: 627.9572 - logits_profile_predictions_loss: 530.9774 - logcount_predictions_loss: 4.5107 2499/2501 [============================>.] - ETA: 0s - loss: 627.9275 - logits_profile_predictions_loss: 530.9692 - logcount_predictions_loss: 4.5097 2500/2501 [============================>.] - ETA: 0s - loss: 627.8977 - logits_profile_predictions_loss: 530.9610 - logcount_predictions_loss: 4.5087 2501/2501 [==============================] - ETA: 0s - loss: 627.8679 - logits_profile_predictions_loss: 530.9528 - logcount_predictions_loss: 4.5077 2501/2501 [==============================] - 377s 148ms/step - loss: 627.8382 - logits_profile_predictions_loss: 530.9445 - logcount_predictions_loss: 4.5067 - val_loss: 577.8051 - val_logits_profile_predictions_loss: 553.7109 - val_logcount_predictions_loss: 1.1207 Epoch 00001: val_loss improved from inf to 577.80511, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 2/50 1/2501 [..............................] - ETA: 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8/2501 [..............................] - ETA: 5:51 - loss: 492.5415 - logits_profile_predictions_loss: 467.9371 - logcount_predictions_loss: 1.1444 9/2501 [..............................] - ETA: 5:50 - loss: 491.9039 - logits_profile_predictions_loss: 467.2869 - logcount_predictions_loss: 1.1450 10/2501 [..............................] - ETA: 5:50 - loss: 491.1721 - logits_profile_predictions_loss: 466.5736 - logcount_predictions_loss: 1.1441 11/2501 [..............................] - ETA: 5:49 - loss: 491.0048 - logits_profile_predictions_loss: 466.3882 - logcount_predictions_loss: 1.1450 12/2501 [..............................] - ETA: 5:49 - loss: 490.5928 - logits_profile_predictions_loss: 466.0439 - logcount_predictions_loss: 1.1418 13/2501 [..............................] - ETA: 5:49 - loss: 490.0576 - logits_profile_predictions_loss: 465.5289 - logcount_predictions_loss: 1.1409 14/2501 [..............................] - ETA: 5:48 - loss: 489.7179 - 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[..............................] - ETA: 5:47 - loss: 490.1645 - logits_profile_predictions_loss: 465.8596 - logcount_predictions_loss: 1.1305 22/2501 [..............................] - ETA: 5:46 - loss: 490.5065 - logits_profile_predictions_loss: 466.2153 - logcount_predictions_loss: 1.1298 23/2501 [..............................] - ETA: 5:46 - loss: 490.7733 - logits_profile_predictions_loss: 466.4842 - logcount_predictions_loss: 1.1297 24/2501 [..............................] - ETA: 5:46 - loss: 491.1655 - logits_profile_predictions_loss: 466.8833 - logcount_predictions_loss: 1.1294 25/2501 [..............................] - ETA: 5:45 - loss: 491.5767 - logits_profile_predictions_loss: 467.2958 - logcount_predictions_loss: 1.1293 26/2501 [..............................] - ETA: 5:45 - loss: 491.8853 - logits_profile_predictions_loss: 467.6061 - logcount_predictions_loss: 1.1293 27/2501 [..............................] - ETA: 5:45 - loss: 492.1849 - logits_profile_predictions_loss: 467.8962 - logcount_predictions_loss: 1.1297 28/2501 [..............................] - ETA: 5:45 - loss: 492.5079 - logits_profile_predictions_loss: 468.2120 - logcount_predictions_loss: 1.1300 29/2501 [..............................] - ETA: 5:45 - loss: 492.8584 - logits_profile_predictions_loss: 468.5495 - logcount_predictions_loss: 1.1306 30/2501 [..............................] - ETA: 5:44 - loss: 493.2049 - logits_profile_predictions_loss: 468.8835 - logcount_predictions_loss: 1.1312 31/2501 [..............................] - ETA: 5:44 - loss: 493.4849 - logits_profile_predictions_loss: 469.1466 - logcount_predictions_loss: 1.1320 32/2501 [..............................] - ETA: 5:44 - loss: 493.6261 - logits_profile_predictions_loss: 469.2792 - logcount_predictions_loss: 1.1324 33/2501 [..............................] - ETA: 5:44 - loss: 493.7054 - logits_profile_predictions_loss: 469.3480 - logcount_predictions_loss: 1.1329 34/2501 [..............................] - ETA: 5:44 - 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[..............................] - ETA: 5:40 - loss: 496.4601 - logits_profile_predictions_loss: 471.9743 - logcount_predictions_loss: 1.1389 55/2501 [..............................] - ETA: 5:40 - loss: 496.4997 - logits_profile_predictions_loss: 472.0122 - logcount_predictions_loss: 1.1390 56/2501 [..............................] - ETA: 5:40 - loss: 496.5628 - logits_profile_predictions_loss: 472.0722 - logcount_predictions_loss: 1.1391 57/2501 [..............................] - ETA: 5:39 - loss: 496.6420 - logits_profile_predictions_loss: 472.1492 - logcount_predictions_loss: 1.1392 58/2501 [..............................] - ETA: 5:39 - loss: 496.7019 - logits_profile_predictions_loss: 472.2058 - logcount_predictions_loss: 1.1394 59/2501 [..............................] - ETA: 5:39 - loss: 496.7644 - logits_profile_predictions_loss: 472.2640 - logcount_predictions_loss: 1.1395 60/2501 [..............................] - ETA: 5:39 - loss: 496.8377 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:35 - loss: 498.4277 - logits_profile_predictions_loss: 473.8725 - logcount_predictions_loss: 1.1421 88/2501 [>.............................] - ETA: 5:35 - loss: 498.4740 - logits_profile_predictions_loss: 473.9157 - logcount_predictions_loss: 1.1423 89/2501 [>.............................] - ETA: 5:35 - loss: 498.5236 - logits_profile_predictions_loss: 473.9607 - logcount_predictions_loss: 1.1425 90/2501 [>.............................] - ETA: 5:35 - loss: 498.5701 - logits_profile_predictions_loss: 474.0024 - logcount_predictions_loss: 1.1427 91/2501 [>.............................] - ETA: 5:35 - loss: 498.6139 - logits_profile_predictions_loss: 474.0413 - logcount_predictions_loss: 1.1429 92/2501 [>.............................] - ETA: 5:34 - loss: 498.6601 - logits_profile_predictions_loss: 474.0826 - logcount_predictions_loss: 1.1431 93/2501 [>.............................] - ETA: 5:34 - loss: 498.6999 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 503.5032 - logits_profile_predictions_loss: 479.3472 - logcount_predictions_loss: 1.1235 2501/2501 [==============================] - ETA: 0s - loss: 503.5014 - logits_profile_predictions_loss: 479.3457 - logcount_predictions_loss: 1.1235 2501/2501 [==============================] - 367s 147ms/step - loss: 503.4997 - logits_profile_predictions_loss: 479.3443 - logcount_predictions_loss: 1.1235 - val_loss: 559.5731 - val_logits_profile_predictions_loss: 538.0775 - val_logcount_predictions_loss: 0.9998 Epoch 00002: val_loss improved from 577.80511 to 559.57306, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 3/50 1/2501 [..............................] - ETA: 6:59 - loss: 544.1493 - logits_profile_predictions_loss: 521.8998 - logcount_predictions_loss: 1.0349 2/2501 [..............................] - ETA: 6:24 - loss: 516.4547 - 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[..............................] - ETA: 5:50 - loss: 484.0003 - logits_profile_predictions_loss: 462.5783 - logcount_predictions_loss: 0.9964 10/2501 [..............................] - ETA: 5:49 - loss: 482.2197 - logits_profile_predictions_loss: 460.8730 - logcount_predictions_loss: 0.9929 11/2501 [..............................] - ETA: 5:49 - loss: 480.8099 - logits_profile_predictions_loss: 459.5250 - logcount_predictions_loss: 0.9900 12/2501 [..............................] - ETA: 5:48 - loss: 479.5679 - logits_profile_predictions_loss: 458.3359 - logcount_predictions_loss: 0.9875 13/2501 [..............................] - ETA: 5:48 - loss: 478.5659 - logits_profile_predictions_loss: 457.3763 - logcount_predictions_loss: 0.9856 14/2501 [..............................] - ETA: 5:47 - loss: 477.3139 - logits_profile_predictions_loss: 456.1615 - logcount_predictions_loss: 0.9838 15/2501 [..............................] - ETA: 5:47 - loss: 476.2660 - logits_profile_predictions_loss: 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29/2501 [..............................] - ETA: 5:44 - loss: 473.3099 - logits_profile_predictions_loss: 452.1139 - logcount_predictions_loss: 0.9859 30/2501 [..............................] - ETA: 5:43 - loss: 473.4161 - logits_profile_predictions_loss: 452.1928 - logcount_predictions_loss: 0.9871 31/2501 [..............................] - ETA: 5:43 - loss: 473.5500 - logits_profile_predictions_loss: 452.3001 - logcount_predictions_loss: 0.9884 32/2501 [..............................] - ETA: 5:43 - loss: 473.6089 - logits_profile_predictions_loss: 452.3367 - logcount_predictions_loss: 0.9894 33/2501 [..............................] - ETA: 5:43 - loss: 473.6461 - logits_profile_predictions_loss: 452.3520 - logcount_predictions_loss: 0.9904 34/2501 [..............................] - ETA: 5:43 - loss: 473.7500 - logits_profile_predictions_loss: 452.4424 - logcount_predictions_loss: 0.9911 35/2501 [..............................] - ETA: 5:43 - loss: 473.8408 - 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[..............................] - ETA: 5:41 - loss: 474.0637 - logits_profile_predictions_loss: 452.6645 - logcount_predictions_loss: 0.9953 43/2501 [..............................] - ETA: 5:41 - loss: 474.0986 - logits_profile_predictions_loss: 452.6837 - logcount_predictions_loss: 0.9960 44/2501 [..............................] - ETA: 5:41 - loss: 474.1434 - logits_profile_predictions_loss: 452.7151 - logcount_predictions_loss: 0.9967 45/2501 [..............................] - ETA: 5:41 - loss: 474.2061 - logits_profile_predictions_loss: 452.7654 - logcount_predictions_loss: 0.9972 46/2501 [..............................] - ETA: 5:41 - loss: 474.2532 - logits_profile_predictions_loss: 452.8030 - logcount_predictions_loss: 0.9977 47/2501 [..............................] - ETA: 5:41 - loss: 474.3214 - logits_profile_predictions_loss: 452.8602 - logcount_predictions_loss: 0.9982 48/2501 [..............................] - ETA: 5:41 - loss: 474.3654 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:36 - loss: 476.0485 - logits_profile_predictions_loss: 454.4658 - logcount_predictions_loss: 1.0038 76/2501 [..............................] - ETA: 5:36 - loss: 476.1263 - logits_profile_predictions_loss: 454.5462 - logcount_predictions_loss: 1.0037 77/2501 [..............................] - ETA: 5:36 - loss: 476.1975 - logits_profile_predictions_loss: 454.6207 - logcount_predictions_loss: 1.0036 78/2501 [..............................] - ETA: 5:36 - loss: 476.2882 - logits_profile_predictions_loss: 454.7162 - logcount_predictions_loss: 1.0033 79/2501 [..............................] - ETA: 5:36 - loss: 476.3796 - logits_profile_predictions_loss: 454.8128 - logcount_predictions_loss: 1.0031 80/2501 [..............................] - ETA: 5:36 - loss: 476.4667 - logits_profile_predictions_loss: 454.9046 - logcount_predictions_loss: 1.0029 81/2501 [..............................] - ETA: 5:35 - loss: 476.5560 - logits_profile_predictions_loss: 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[==============================] - ETA: 0s - loss: 489.0331 - logits_profile_predictions_loss: 467.3219 - logcount_predictions_loss: 1.0098 2501/2501 [==============================] - 367s 147ms/step - loss: 489.0321 - logits_profile_predictions_loss: 467.3210 - logcount_predictions_loss: 1.0098 - val_loss: 556.4228 - val_logits_profile_predictions_loss: 534.1024 - val_logcount_predictions_loss: 1.0382 Epoch 00003: val_loss improved from 559.57306 to 556.42279, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 4/50 1/2501 [..............................] - ETA: 6:55 - loss: 470.3358 - logits_profile_predictions_loss: 446.0987 - logcount_predictions_loss: 1.1273 2/2501 [..............................] - ETA: 5:58 - loss: 472.2536 - logits_profile_predictions_loss: 449.5763 - logcount_predictions_loss: 1.0548 3/2501 [..............................] - ETA: 5:52 - loss: 477.1095 - logits_profile_predictions_loss: 454.6455 - logcount_predictions_loss: 1.0448 4/2501 [..............................] - ETA: 5:50 - loss: 478.5219 - logits_profile_predictions_loss: 455.9034 - logcount_predictions_loss: 1.0520 5/2501 [..............................] - ETA: 5:48 - loss: 477.7068 - logits_profile_predictions_loss: 455.1870 - logcount_predictions_loss: 1.0474 6/2501 [..............................] - ETA: 5:48 - loss: 475.0283 - logits_profile_predictions_loss: 452.5641 - logcount_predictions_loss: 1.0448 7/2501 [..............................] - ETA: 5:47 - loss: 472.3729 - logits_profile_predictions_loss: 449.9346 - logcount_predictions_loss: 1.0436 8/2501 [..............................] - ETA: 5:47 - loss: 471.4621 - logits_profile_predictions_loss: 448.8340 - logcount_predictions_loss: 1.0525 9/2501 [..............................] - ETA: 5:46 - loss: 470.2056 - logits_profile_predictions_loss: 447.4774 - logcount_predictions_loss: 1.0571 10/2501 [..............................] - ETA: 5:46 - loss: 469.3442 - logits_profile_predictions_loss: 446.5140 - logcount_predictions_loss: 1.0619 11/2501 [..............................] - ETA: 5:46 - loss: 468.5781 - logits_profile_predictions_loss: 445.7098 - logcount_predictions_loss: 1.0636 12/2501 [..............................] - ETA: 5:46 - loss: 468.3716 - logits_profile_predictions_loss: 445.4752 - logcount_predictions_loss: 1.0650 13/2501 [..............................] - ETA: 5:45 - loss: 467.8383 - logits_profile_predictions_loss: 444.9460 - logcount_predictions_loss: 1.0648 14/2501 [..............................] - ETA: 5:45 - loss: 467.6375 - logits_profile_predictions_loss: 444.7327 - logcount_predictions_loss: 1.0653 15/2501 [..............................] - ETA: 5:45 - loss: 467.5324 - logits_profile_predictions_loss: 444.6248 - logcount_predictions_loss: 1.0655 16/2501 [..............................] - ETA: 5:45 - loss: 467.5859 - logits_profile_predictions_loss: 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30/2501 [..............................] - ETA: 5:43 - loss: 468.4652 - logits_profile_predictions_loss: 446.1879 - logcount_predictions_loss: 1.0362 31/2501 [..............................] - ETA: 5:42 - loss: 468.7340 - logits_profile_predictions_loss: 446.4974 - logcount_predictions_loss: 1.0343 32/2501 [..............................] - ETA: 5:42 - loss: 469.0072 - logits_profile_predictions_loss: 446.8084 - logcount_predictions_loss: 1.0325 33/2501 [..............................] - ETA: 5:42 - loss: 469.2819 - logits_profile_predictions_loss: 447.1219 - logcount_predictions_loss: 1.0307 34/2501 [..............................] - ETA: 5:42 - loss: 469.5252 - logits_profile_predictions_loss: 447.4059 - logcount_predictions_loss: 1.0288 35/2501 [..............................] - ETA: 5:42 - loss: 469.7825 - logits_profile_predictions_loss: 447.6982 - logcount_predictions_loss: 1.0272 36/2501 [..............................] - ETA: 5:42 - loss: 469.9744 - 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[..............................] - ETA: 5:41 - loss: 471.0888 - logits_profile_predictions_loss: 449.2127 - logcount_predictions_loss: 1.0175 44/2501 [..............................] - ETA: 5:40 - loss: 471.2168 - logits_profile_predictions_loss: 449.3658 - logcount_predictions_loss: 1.0163 45/2501 [..............................] - ETA: 5:40 - loss: 471.3472 - logits_profile_predictions_loss: 449.5225 - logcount_predictions_loss: 1.0151 46/2501 [..............................] - ETA: 5:40 - loss: 471.4717 - logits_profile_predictions_loss: 449.6706 - logcount_predictions_loss: 1.0140 47/2501 [..............................] - ETA: 5:40 - loss: 471.6062 - logits_profile_predictions_loss: 449.8266 - logcount_predictions_loss: 1.0130 48/2501 [..............................] - ETA: 5:40 - loss: 471.7461 - logits_profile_predictions_loss: 449.9916 - logcount_predictions_loss: 1.0118 49/2501 [..............................] - ETA: 5:40 - loss: 471.8763 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:36 - loss: 474.3656 - logits_profile_predictions_loss: 453.1174 - logcount_predictions_loss: 0.9883 77/2501 [..............................] - ETA: 5:36 - loss: 474.4528 - logits_profile_predictions_loss: 453.2167 - logcount_predictions_loss: 0.9877 78/2501 [..............................] - ETA: 5:36 - loss: 474.5454 - logits_profile_predictions_loss: 453.3219 - logcount_predictions_loss: 0.9871 79/2501 [..............................] - ETA: 5:36 - loss: 474.6300 - logits_profile_predictions_loss: 453.4192 - logcount_predictions_loss: 0.9866 80/2501 [..............................] - ETA: 5:35 - loss: 474.7155 - logits_profile_predictions_loss: 453.5176 - logcount_predictions_loss: 0.9859 81/2501 [..............................] - ETA: 5:35 - loss: 474.7915 - logits_profile_predictions_loss: 453.6049 - logcount_predictions_loss: 0.9854 82/2501 [..............................] - ETA: 5:35 - loss: 474.8576 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 477.9480 - logits_profile_predictions_loss: 457.6908 - logcount_predictions_loss: 0.9422 2490/2501 [============================>.] - ETA: 1s - loss: 477.9479 - logits_profile_predictions_loss: 457.6909 - logcount_predictions_loss: 0.9422 2491/2501 [============================>.] - ETA: 1s - loss: 477.9479 - logits_profile_predictions_loss: 457.6910 - logcount_predictions_loss: 0.9422 2492/2501 [============================>.] - ETA: 1s - loss: 477.9478 - logits_profile_predictions_loss: 457.6911 - logcount_predictions_loss: 0.9422 2493/2501 [============================>.] - ETA: 1s - loss: 477.9477 - logits_profile_predictions_loss: 457.6911 - logcount_predictions_loss: 0.9422 2494/2501 [============================>.] - ETA: 0s - loss: 477.9477 - logits_profile_predictions_loss: 457.6912 - logcount_predictions_loss: 0.9422 2495/2501 [============================>.] - ETA: 0s - loss: 477.9476 - logits_profile_predictions_loss: 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147ms/step - loss: 477.9473 - logits_profile_predictions_loss: 457.6920 - logcount_predictions_loss: 0.9421 - val_loss: 547.0901 - val_logits_profile_predictions_loss: 527.8799 - val_logcount_predictions_loss: 0.8935 Epoch 00004: val_loss improved from 556.42279 to 547.09009, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 5/50 1/2501 [..............................] - ETA: 6:53 - loss: 432.6704 - logits_profile_predictions_loss: 414.8997 - logcount_predictions_loss: 0.8265 2/2501 [..............................] - ETA: 5:56 - loss: 425.3215 - logits_profile_predictions_loss: 408.6560 - logcount_predictions_loss: 0.7751 3/2501 [..............................] - ETA: 5:51 - loss: 416.1348 - logits_profile_predictions_loss: 399.4397 - logcount_predictions_loss: 0.7765 4/2501 [..............................] - ETA: 5:49 - loss: 416.3004 - logits_profile_predictions_loss: 399.6564 - 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[..............................] - ETA: 5:44 - loss: 435.6031 - logits_profile_predictions_loss: 419.0092 - logcount_predictions_loss: 0.7718 19/2501 [..............................] - ETA: 5:44 - loss: 436.3214 - logits_profile_predictions_loss: 419.6398 - logcount_predictions_loss: 0.7759 20/2501 [..............................] - ETA: 5:44 - loss: 437.2193 - logits_profile_predictions_loss: 420.4595 - logcount_predictions_loss: 0.7795 21/2501 [..............................] - ETA: 5:44 - loss: 438.0133 - logits_profile_predictions_loss: 421.1646 - logcount_predictions_loss: 0.7837 22/2501 [..............................] - ETA: 5:43 - loss: 438.8495 - logits_profile_predictions_loss: 421.9166 - logcount_predictions_loss: 0.7876 23/2501 [..............................] - ETA: 5:43 - loss: 439.6476 - logits_profile_predictions_loss: 422.6424 - logcount_predictions_loss: 0.7909 24/2501 [..............................] - ETA: 5:43 - loss: 440.4729 - logits_profile_predictions_loss: 423.3989 - logcount_predictions_loss: 0.7941 25/2501 [..............................] - ETA: 5:43 - loss: 441.2694 - logits_profile_predictions_loss: 424.1345 - logcount_predictions_loss: 0.7970 26/2501 [..............................] - ETA: 5:43 - loss: 441.9439 - logits_profile_predictions_loss: 424.7531 - logcount_predictions_loss: 0.7996 27/2501 [..............................] - ETA: 5:43 - loss: 442.6748 - logits_profile_predictions_loss: 425.4326 - logcount_predictions_loss: 0.8020 28/2501 [..............................] - ETA: 5:43 - loss: 443.2696 - logits_profile_predictions_loss: 425.9823 - logcount_predictions_loss: 0.8041 29/2501 [..............................] - ETA: 5:42 - loss: 443.8643 - logits_profile_predictions_loss: 426.5359 - logcount_predictions_loss: 0.8060 30/2501 [..............................] - ETA: 5:42 - loss: 444.4504 - logits_profile_predictions_loss: 427.0719 - logcount_predictions_loss: 0.8083 31/2501 [..............................] - ETA: 5:42 - 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38/2501 [..............................] - ETA: 5:41 - loss: 447.9599 - logits_profile_predictions_loss: 430.2959 - logcount_predictions_loss: 0.8216 39/2501 [..............................] - ETA: 5:41 - loss: 448.3431 - logits_profile_predictions_loss: 430.6506 - logcount_predictions_loss: 0.8229 40/2501 [..............................] - ETA: 5:41 - loss: 448.7513 - logits_profile_predictions_loss: 431.0315 - logcount_predictions_loss: 0.8242 41/2501 [..............................] - ETA: 5:41 - loss: 449.1027 - logits_profile_predictions_loss: 431.3586 - logcount_predictions_loss: 0.8253 42/2501 [..............................] - ETA: 5:41 - loss: 449.4717 - logits_profile_predictions_loss: 431.7063 - logcount_predictions_loss: 0.8263 43/2501 [..............................] - ETA: 5:40 - loss: 449.8398 - logits_profile_predictions_loss: 432.0555 - logcount_predictions_loss: 0.8272 44/2501 [..............................] - ETA: 5:40 - loss: 450.2180 - 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[..............................] - ETA: 5:39 - loss: 452.5240 - logits_profile_predictions_loss: 434.5913 - logcount_predictions_loss: 0.8341 52/2501 [..............................] - ETA: 5:39 - loss: 452.8040 - logits_profile_predictions_loss: 434.8551 - logcount_predictions_loss: 0.8348 53/2501 [..............................] - ETA: 5:39 - loss: 453.0929 - logits_profile_predictions_loss: 435.1304 - logcount_predictions_loss: 0.8355 54/2501 [..............................] - ETA: 5:39 - loss: 453.3631 - logits_profile_predictions_loss: 435.3850 - logcount_predictions_loss: 0.8362 55/2501 [..............................] - ETA: 5:39 - loss: 453.6103 - logits_profile_predictions_loss: 435.6171 - logcount_predictions_loss: 0.8369 56/2501 [..............................] - ETA: 5:39 - loss: 453.8678 - logits_profile_predictions_loss: 435.8592 - logcount_predictions_loss: 0.8376 57/2501 [..............................] - ETA: 5:39 - loss: 454.1268 - logits_profile_predictions_loss: 436.1021 - logcount_predictions_loss: 0.8384 58/2501 [..............................] - ETA: 5:38 - loss: 454.3753 - logits_profile_predictions_loss: 436.3338 - logcount_predictions_loss: 0.8391 59/2501 [..............................] - ETA: 5:38 - loss: 454.6102 - logits_profile_predictions_loss: 436.5519 - logcount_predictions_loss: 0.8399 60/2501 [..............................] - ETA: 5:38 - loss: 454.8317 - logits_profile_predictions_loss: 436.7548 - logcount_predictions_loss: 0.8408 61/2501 [..............................] - ETA: 5:38 - loss: 455.0314 - logits_profile_predictions_loss: 436.9363 - logcount_predictions_loss: 0.8416 62/2501 [..............................] - ETA: 5:38 - loss: 455.2291 - logits_profile_predictions_loss: 437.1154 - logcount_predictions_loss: 0.8425 63/2501 [..............................] - ETA: 5:38 - loss: 455.4304 - logits_profile_predictions_loss: 437.2983 - logcount_predictions_loss: 0.8434 64/2501 [..............................] - ETA: 5:38 - 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[>.............................] - ETA: 5:35 - loss: 458.4577 - logits_profile_predictions_loss: 440.0930 - logcount_predictions_loss: 0.8542 85/2501 [>.............................] - ETA: 5:35 - loss: 458.5592 - logits_profile_predictions_loss: 440.1873 - logcount_predictions_loss: 0.8545 86/2501 [>.............................] - ETA: 5:34 - loss: 458.6564 - logits_profile_predictions_loss: 440.2778 - logcount_predictions_loss: 0.8548 87/2501 [>.............................] - ETA: 5:34 - loss: 458.7556 - logits_profile_predictions_loss: 440.3708 - logcount_predictions_loss: 0.8551 88/2501 [>.............................] - ETA: 5:34 - loss: 458.8517 - logits_profile_predictions_loss: 440.4606 - logcount_predictions_loss: 0.8554 89/2501 [>.............................] - ETA: 5:34 - loss: 458.9449 - logits_profile_predictions_loss: 440.5472 - logcount_predictions_loss: 0.8557 90/2501 [>.............................] - ETA: 5:34 - loss: 459.0296 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 448.1954 - logcount_predictions_loss: 0.8713 449/2501 [====>.........................] - ETA: 4:44 - loss: 466.9394 - logits_profile_predictions_loss: 448.2055 - logcount_predictions_loss: 0.8713 450/2501 [====>.........................] - ETA: 4:44 - loss: 466.9494 - logits_profile_predictions_loss: 448.2153 - logcount_predictions_loss: 0.8713 451/2501 [====>.........................] - ETA: 4:44 - loss: 466.9595 - logits_profile_predictions_loss: 448.2252 - logcount_predictions_loss: 0.8714 452/2501 [====>.........................] - ETA: 4:44 - loss: 466.9692 - logits_profile_predictions_loss: 448.2347 - logcount_predictions_loss: 0.8714 453/2501 [====>.........................] - ETA: 4:43 - loss: 466.9793 - logits_profile_predictions_loss: 448.2446 - logcount_predictions_loss: 0.8714 454/2501 [====>.........................] - ETA: 4:43 - loss: 466.9895 - logits_profile_predictions_loss: 448.2547 - logcount_predictions_loss: 0.8714 455/2501 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logits_profile_predictions_loss: 448.3271 - logcount_predictions_loss: 0.8714 462/2501 [====>.........................] - ETA: 4:42 - loss: 467.0740 - logits_profile_predictions_loss: 448.3375 - logcount_predictions_loss: 0.8715 463/2501 [====>.........................] - ETA: 4:42 - loss: 467.0843 - logits_profile_predictions_loss: 448.3476 - logcount_predictions_loss: 0.8715 464/2501 [====>.........................] - ETA: 4:42 - loss: 467.0946 - logits_profile_predictions_loss: 448.3577 - logcount_predictions_loss: 0.8715 465/2501 [====>.........................] - ETA: 4:42 - loss: 467.1049 - logits_profile_predictions_loss: 448.3677 - logcount_predictions_loss: 0.8715 466/2501 [====>.........................] - ETA: 4:42 - loss: 467.1156 - logits_profile_predictions_loss: 448.3781 - logcount_predictions_loss: 0.8715 467/2501 [====>.........................] - ETA: 4:42 - loss: 467.1266 - logits_profile_predictions_loss: 448.3888 - logcount_predictions_loss: 0.8715 468/2501 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logits_profile_predictions_loss: 448.4643 - logcount_predictions_loss: 0.8716 475/2501 [====>.........................] - ETA: 4:40 - loss: 467.2156 - logits_profile_predictions_loss: 448.4749 - logcount_predictions_loss: 0.8717 476/2501 [====>.........................] - ETA: 4:40 - loss: 467.2268 - logits_profile_predictions_loss: 448.4856 - logcount_predictions_loss: 0.8717 477/2501 [====>.........................] - ETA: 4:40 - loss: 467.2378 - logits_profile_predictions_loss: 448.4964 - logcount_predictions_loss: 0.8717 478/2501 [====>.........................] - ETA: 4:40 - loss: 467.2488 - logits_profile_predictions_loss: 448.5070 - logcount_predictions_loss: 0.8717 479/2501 [====>.........................] - ETA: 4:40 - loss: 467.2597 - logits_profile_predictions_loss: 448.5175 - logcount_predictions_loss: 0.8717 480/2501 [====>.........................] - ETA: 4:40 - loss: 467.2708 - logits_profile_predictions_loss: 448.5283 - logcount_predictions_loss: 0.8717 481/2501 [====>.........................] - ETA: 4:40 - loss: 467.2819 - logits_profile_predictions_loss: 448.5390 - logcount_predictions_loss: 0.8718 482/2501 [====>.........................] - ETA: 4:39 - loss: 467.2925 - logits_profile_predictions_loss: 448.5492 - logcount_predictions_loss: 0.8718 483/2501 [====>.........................] - ETA: 4:39 - loss: 467.3031 - logits_profile_predictions_loss: 448.5596 - logcount_predictions_loss: 0.8718 484/2501 [====>.........................] - ETA: 4:39 - loss: 467.3138 - logits_profile_predictions_loss: 448.5700 - logcount_predictions_loss: 0.8718 485/2501 [====>.........................] - ETA: 4:39 - loss: 467.3243 - logits_profile_predictions_loss: 448.5803 - logcount_predictions_loss: 0.8718 486/2501 [====>.........................] - ETA: 4:39 - loss: 467.3350 - logits_profile_predictions_loss: 448.5907 - logcount_predictions_loss: 0.8718 487/2501 [====>.........................] - ETA: 4:39 - loss: 467.3457 - logits_profile_predictions_loss: 448.6011 - logcount_predictions_loss: 0.8718 488/2501 [====>.........................] - ETA: 4:39 - loss: 467.3561 - logits_profile_predictions_loss: 448.6112 - logcount_predictions_loss: 0.8718 489/2501 [====>.........................] - ETA: 4:38 - loss: 467.3662 - logits_profile_predictions_loss: 448.6210 - logcount_predictions_loss: 0.8719 490/2501 [====>.........................] - ETA: 4:38 - loss: 467.3760 - logits_profile_predictions_loss: 448.6305 - logcount_predictions_loss: 0.8719 491/2501 [====>.........................] - ETA: 4:38 - loss: 467.3857 - logits_profile_predictions_loss: 448.6399 - logcount_predictions_loss: 0.8719 492/2501 [====>.........................] - ETA: 4:38 - loss: 467.3954 - logits_profile_predictions_loss: 448.6493 - logcount_predictions_loss: 0.8719 493/2501 [====>.........................] - ETA: 4:38 - loss: 467.4052 - logits_profile_predictions_loss: 448.6587 - logcount_predictions_loss: 0.8719 494/2501 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loss: 470.7451 - logits_profile_predictions_loss: 451.9766 - logcount_predictions_loss: 0.8730 2445/2501 [============================>.] - ETA: 7s - loss: 470.7452 - logits_profile_predictions_loss: 451.9768 - logcount_predictions_loss: 0.8730 2446/2501 [============================>.] - ETA: 7s - loss: 470.7454 - logits_profile_predictions_loss: 451.9770 - logcount_predictions_loss: 0.8729 2447/2501 [============================>.] - ETA: 7s - loss: 470.7455 - logits_profile_predictions_loss: 451.9772 - logcount_predictions_loss: 0.8729 2448/2501 [============================>.] - ETA: 7s - loss: 470.7456 - logits_profile_predictions_loss: 451.9774 - logcount_predictions_loss: 0.8729 2449/2501 [============================>.] - ETA: 7s - loss: 470.7457 - logits_profile_predictions_loss: 451.9776 - logcount_predictions_loss: 0.8729 2450/2501 [============================>.] - ETA: 7s - loss: 470.7459 - logits_profile_predictions_loss: 451.9778 - logcount_predictions_loss: 0.8729 2451/2501 [============================>.] - ETA: 6s - loss: 470.7460 - logits_profile_predictions_loss: 451.9780 - logcount_predictions_loss: 0.8729 2452/2501 [============================>.] - ETA: 6s - loss: 470.7461 - logits_profile_predictions_loss: 451.9782 - logcount_predictions_loss: 0.8729 2453/2501 [============================>.] - ETA: 6s - loss: 470.7463 - logits_profile_predictions_loss: 451.9784 - logcount_predictions_loss: 0.8729 2454/2501 [============================>.] - ETA: 6s - loss: 470.7464 - logits_profile_predictions_loss: 451.9786 - logcount_predictions_loss: 0.8729 2455/2501 [============================>.] - ETA: 6s - loss: 470.7466 - logits_profile_predictions_loss: 451.9788 - logcount_predictions_loss: 0.8729 2456/2501 [============================>.] - ETA: 6s - loss: 470.7467 - logits_profile_predictions_loss: 451.9790 - logcount_predictions_loss: 0.8729 2457/2501 [============================>.] - ETA: 6s - loss: 470.7468 - logits_profile_predictions_loss: 451.9792 - logcount_predictions_loss: 0.8729 2458/2501 [============================>.] - ETA: 5s - loss: 470.7469 - logits_profile_predictions_loss: 451.9794 - logcount_predictions_loss: 0.8729 2459/2501 [============================>.] - ETA: 5s - loss: 470.7471 - logits_profile_predictions_loss: 451.9796 - logcount_predictions_loss: 0.8729 2460/2501 [============================>.] - ETA: 5s - loss: 470.7472 - logits_profile_predictions_loss: 451.9798 - logcount_predictions_loss: 0.8729 2461/2501 [============================>.] - ETA: 5s - loss: 470.7473 - logits_profile_predictions_loss: 451.9800 - logcount_predictions_loss: 0.8729 2462/2501 [============================>.] - ETA: 5s - loss: 470.7474 - logits_profile_predictions_loss: 451.9801 - logcount_predictions_loss: 0.8729 2463/2501 [============================>.] - ETA: 5s - loss: 470.7476 - logits_profile_predictions_loss: 451.9803 - logcount_predictions_loss: 0.8729 2464/2501 [============================>.] - ETA: 5s - loss: 470.7477 - logits_profile_predictions_loss: 451.9805 - logcount_predictions_loss: 0.8729 2465/2501 [============================>.] - ETA: 4s - loss: 470.7478 - logits_profile_predictions_loss: 451.9807 - logcount_predictions_loss: 0.8729 2466/2501 [============================>.] - ETA: 4s - loss: 470.7480 - logits_profile_predictions_loss: 451.9809 - logcount_predictions_loss: 0.8729 2467/2501 [============================>.] - ETA: 4s - loss: 470.7481 - logits_profile_predictions_loss: 451.9811 - logcount_predictions_loss: 0.8729 2468/2501 [============================>.] - ETA: 4s - loss: 470.7482 - logits_profile_predictions_loss: 451.9813 - logcount_predictions_loss: 0.8729 2469/2501 [============================>.] - ETA: 4s - loss: 470.7483 - logits_profile_predictions_loss: 451.9815 - logcount_predictions_loss: 0.8729 2470/2501 [============================>.] - ETA: 4s - loss: 470.7485 - logits_profile_predictions_loss: 451.9817 - logcount_predictions_loss: 0.8729 2471/2501 [============================>.] - ETA: 4s - loss: 470.7486 - logits_profile_predictions_loss: 451.9819 - logcount_predictions_loss: 0.8729 2472/2501 [============================>.] - ETA: 4s - loss: 470.7487 - logits_profile_predictions_loss: 451.9821 - logcount_predictions_loss: 0.8729 2473/2501 [============================>.] - ETA: 3s - loss: 470.7488 - logits_profile_predictions_loss: 451.9823 - logcount_predictions_loss: 0.8729 2474/2501 [============================>.] - ETA: 3s - loss: 470.7490 - logits_profile_predictions_loss: 451.9825 - logcount_predictions_loss: 0.8729 2475/2501 [============================>.] - ETA: 3s - loss: 470.7491 - logits_profile_predictions_loss: 451.9827 - logcount_predictions_loss: 0.8729 2476/2501 [============================>.] - ETA: 3s - loss: 470.7492 - logits_profile_predictions_loss: 451.9829 - logcount_predictions_loss: 0.8729 2477/2501 [============================>.] - ETA: 3s - loss: 470.7494 - logits_profile_predictions_loss: 451.9831 - logcount_predictions_loss: 0.8729 2478/2501 [============================>.] - ETA: 3s - loss: 470.7495 - logits_profile_predictions_loss: 451.9833 - logcount_predictions_loss: 0.8729 2479/2501 [============================>.] - ETA: 3s - loss: 470.7496 - logits_profile_predictions_loss: 451.9835 - logcount_predictions_loss: 0.8728 2480/2501 [============================>.] - ETA: 2s - loss: 470.7498 - logits_profile_predictions_loss: 451.9837 - logcount_predictions_loss: 0.8728 2481/2501 [============================>.] - ETA: 2s - loss: 470.7499 - logits_profile_predictions_loss: 451.9839 - logcount_predictions_loss: 0.8728 2482/2501 [============================>.] - ETA: 2s - loss: 470.7500 - logits_profile_predictions_loss: 451.9841 - logcount_predictions_loss: 0.8728 2483/2501 [============================>.] - ETA: 2s - loss: 470.7502 - logits_profile_predictions_loss: 451.9843 - logcount_predictions_loss: 0.8728 2484/2501 [============================>.] - ETA: 2s - loss: 470.7503 - logits_profile_predictions_loss: 451.9845 - logcount_predictions_loss: 0.8728 2485/2501 [============================>.] - ETA: 2s - loss: 470.7504 - logits_profile_predictions_loss: 451.9846 - logcount_predictions_loss: 0.8728 2486/2501 [============================>.] - ETA: 2s - loss: 470.7505 - logits_profile_predictions_loss: 451.9848 - logcount_predictions_loss: 0.8728 2487/2501 [============================>.] - ETA: 1s - loss: 470.7506 - logits_profile_predictions_loss: 451.9850 - logcount_predictions_loss: 0.8728 2488/2501 [============================>.] - ETA: 1s - loss: 470.7507 - logits_profile_predictions_loss: 451.9852 - logcount_predictions_loss: 0.8728 2489/2501 [============================>.] - ETA: 1s - loss: 470.7508 - logits_profile_predictions_loss: 451.9853 - logcount_predictions_loss: 0.8728 2490/2501 [============================>.] - ETA: 1s - loss: 470.7509 - logits_profile_predictions_loss: 451.9855 - logcount_predictions_loss: 0.8728 2491/2501 [============================>.] - ETA: 1s - loss: 470.7510 - logits_profile_predictions_loss: 451.9857 - logcount_predictions_loss: 0.8728 2492/2501 [============================>.] - ETA: 1s - loss: 470.7511 - logits_profile_predictions_loss: 451.9859 - logcount_predictions_loss: 0.8728 2493/2501 [============================>.] - ETA: 1s - loss: 470.7512 - logits_profile_predictions_loss: 451.9860 - logcount_predictions_loss: 0.8728 2494/2501 [============================>.] - ETA: 0s - loss: 470.7514 - logits_profile_predictions_loss: 451.9862 - logcount_predictions_loss: 0.8728 2495/2501 [============================>.] - ETA: 0s - loss: 470.7515 - logits_profile_predictions_loss: 451.9864 - logcount_predictions_loss: 0.8728 2496/2501 [============================>.] - ETA: 0s - loss: 470.7516 - logits_profile_predictions_loss: 451.9866 - logcount_predictions_loss: 0.8728 2497/2501 [============================>.] - ETA: 0s - loss: 470.7517 - logits_profile_predictions_loss: 451.9868 - logcount_predictions_loss: 0.8728 2498/2501 [============================>.] - ETA: 0s - loss: 470.7518 - logits_profile_predictions_loss: 451.9869 - logcount_predictions_loss: 0.8728 2499/2501 [============================>.] - ETA: 0s - loss: 470.7519 - logits_profile_predictions_loss: 451.9871 - logcount_predictions_loss: 0.8728 2500/2501 [============================>.] - ETA: 0s - loss: 470.7520 - logits_profile_predictions_loss: 451.9872 - logcount_predictions_loss: 0.8728 2501/2501 [==============================] - ETA: 0s - loss: 470.7520 - logits_profile_predictions_loss: 451.9874 - logcount_predictions_loss: 0.8728 2501/2501 [==============================] - 366s 147ms/step - loss: 470.7521 - logits_profile_predictions_loss: 451.9875 - logcount_predictions_loss: 0.8728 - val_loss: 548.8792 - val_logits_profile_predictions_loss: 527.7714 - val_logcount_predictions_loss: 0.9818 Epoch 00005: val_loss did not improve from 547.09009 Epoch 6/50 1/2501 [..............................] - ETA: 7:01 - loss: 436.5069 - logits_profile_predictions_loss: 415.9702 - logcount_predictions_loss: 0.9552 2/2501 [..............................] - ETA: 6:13 - loss: 445.2473 - logits_profile_predictions_loss: 424.3436 - logcount_predictions_loss: 0.9723 3/2501 [..............................] - ETA: 5:59 - loss: 449.6308 - logits_profile_predictions_loss: 428.2226 - logcount_predictions_loss: 0.9957 4/2501 [..............................] - ETA: 5:55 - loss: 453.6025 - logits_profile_predictions_loss: 431.9584 - logcount_predictions_loss: 1.0067 5/2501 [..............................] - ETA: 5:52 - loss: 455.7070 - logits_profile_predictions_loss: 434.1351 - logcount_predictions_loss: 1.0033 6/2501 [..............................] - ETA: 5:51 - loss: 456.7687 - logits_profile_predictions_loss: 435.1949 - logcount_predictions_loss: 1.0034 7/2501 [..............................] - ETA: 5:50 - loss: 457.0536 - logits_profile_predictions_loss: 435.5022 - logcount_predictions_loss: 1.0024 8/2501 [..............................] - ETA: 5:49 - loss: 457.4639 - logits_profile_predictions_loss: 435.9754 - logcount_predictions_loss: 0.9995 9/2501 [..............................] - ETA: 5:48 - loss: 458.5723 - logits_profile_predictions_loss: 437.2320 - logcount_predictions_loss: 0.9926 10/2501 [..............................] - ETA: 5:48 - loss: 459.5161 - logits_profile_predictions_loss: 438.2983 - logcount_predictions_loss: 0.9869 11/2501 [..............................] - ETA: 5:47 - loss: 460.4786 - logits_profile_predictions_loss: 439.2902 - logcount_predictions_loss: 0.9855 12/2501 [..............................] - ETA: 5:47 - loss: 461.0139 - logits_profile_predictions_loss: 439.8766 - logcount_predictions_loss: 0.9831 13/2501 [..............................] - ETA: 5:47 - loss: 461.4964 - logits_profile_predictions_loss: 440.4116 - logcount_predictions_loss: 0.9807 14/2501 [..............................] - ETA: 5:46 - loss: 462.0304 - logits_profile_predictions_loss: 440.9969 - logcount_predictions_loss: 0.9783 15/2501 [..............................] - ETA: 5:46 - loss: 462.3148 - logits_profile_predictions_loss: 441.3333 - logcount_predictions_loss: 0.9759 16/2501 [..............................] - ETA: 5:46 - loss: 462.3259 - logits_profile_predictions_loss: 441.3908 - logcount_predictions_loss: 0.9737 17/2501 [..............................] - ETA: 5:45 - loss: 462.6241 - logits_profile_predictions_loss: 441.7508 - logcount_predictions_loss: 0.9709 18/2501 [..............................] - ETA: 5:45 - loss: 462.7837 - logits_profile_predictions_loss: 441.9662 - logcount_predictions_loss: 0.9683 19/2501 [..............................] - ETA: 5:45 - loss: 462.8442 - logits_profile_predictions_loss: 442.0939 - logcount_predictions_loss: 0.9651 20/2501 [..............................] - ETA: 5:45 - loss: 463.0732 - logits_profile_predictions_loss: 442.3917 - logcount_predictions_loss: 0.9619 21/2501 [..............................] - ETA: 5:45 - loss: 463.1975 - logits_profile_predictions_loss: 442.5794 - logcount_predictions_loss: 0.9590 22/2501 [..............................] - ETA: 5:44 - loss: 463.4676 - logits_profile_predictions_loss: 442.9059 - logcount_predictions_loss: 0.9564 23/2501 [..............................] - ETA: 5:44 - loss: 463.6927 - logits_profile_predictions_loss: 443.1795 - logcount_predictions_loss: 0.9541 24/2501 [..............................] - ETA: 5:44 - loss: 463.9831 - logits_profile_predictions_loss: 443.5148 - logcount_predictions_loss: 0.9520 25/2501 [..............................] - ETA: 5:44 - loss: 464.2799 - logits_profile_predictions_loss: 443.8524 - logcount_predictions_loss: 0.9501 26/2501 [..............................] - ETA: 5:43 - loss: 464.5341 - logits_profile_predictions_loss: 444.1484 - logcount_predictions_loss: 0.9482 27/2501 [..............................] - ETA: 5:43 - loss: 464.8012 - logits_profile_predictions_loss: 444.4589 - logcount_predictions_loss: 0.9462 28/2501 [..............................] - ETA: 5:43 - loss: 465.0122 - logits_profile_predictions_loss: 444.7127 - logcount_predictions_loss: 0.9442 29/2501 [..............................] - ETA: 5:43 - loss: 465.2346 - logits_profile_predictions_loss: 444.9783 - logcount_predictions_loss: 0.9422 30/2501 [..............................] - ETA: 5:43 - loss: 465.5537 - logits_profile_predictions_loss: 445.3375 - logcount_predictions_loss: 0.9403 31/2501 [..............................] - ETA: 5:43 - loss: 465.8602 - logits_profile_predictions_loss: 445.6850 - logcount_predictions_loss: 0.9384 32/2501 [..............................] - ETA: 5:42 - loss: 466.1856 - logits_profile_predictions_loss: 446.0511 - logcount_predictions_loss: 0.9365 33/2501 [..............................] - ETA: 5:42 - loss: 466.4831 - logits_profile_predictions_loss: 446.3895 - logcount_predictions_loss: 0.9346 34/2501 [..............................] - ETA: 5:42 - loss: 466.7640 - logits_profile_predictions_loss: 446.7091 - logcount_predictions_loss: 0.9328 35/2501 [..............................] - ETA: 5:42 - loss: 467.0039 - logits_profile_predictions_loss: 446.9852 - logcount_predictions_loss: 0.9311 36/2501 [..............................] - ETA: 5:42 - loss: 467.1933 - logits_profile_predictions_loss: 447.2123 - logcount_predictions_loss: 0.9293 37/2501 [..............................] - ETA: 5:42 - loss: 467.3041 - logits_profile_predictions_loss: 447.3575 - logcount_predictions_loss: 0.9277 38/2501 [..............................] - ETA: 5:42 - loss: 467.3866 - logits_profile_predictions_loss: 447.4731 - logcount_predictions_loss: 0.9262 39/2501 [..............................] - ETA: 5:41 - loss: 467.4676 - logits_profile_predictions_loss: 447.5845 - logcount_predictions_loss: 0.9248 40/2501 [..............................] - ETA: 5:41 - loss: 467.5887 - logits_profile_predictions_loss: 447.7371 - logcount_predictions_loss: 0.9233 41/2501 [..............................] - ETA: 5:41 - loss: 467.7201 - logits_profile_predictions_loss: 447.8995 - logcount_predictions_loss: 0.9219 42/2501 [..............................] - ETA: 5:41 - loss: 467.8518 - logits_profile_predictions_loss: 448.0617 - logcount_predictions_loss: 0.9205 43/2501 [..............................] - ETA: 5:41 - loss: 467.9862 - logits_profile_predictions_loss: 448.2286 - logcount_predictions_loss: 0.9190 44/2501 [..............................] - ETA: 5:41 - loss: 468.1006 - logits_profile_predictions_loss: 448.3755 - logcount_predictions_loss: 0.9174 45/2501 [..............................] - ETA: 5:40 - loss: 468.2193 - logits_profile_predictions_loss: 448.5271 - logcount_predictions_loss: 0.9159 46/2501 [..............................] - ETA: 5:40 - loss: 468.3399 - logits_profile_predictions_loss: 448.6798 - logcount_predictions_loss: 0.9144 47/2501 [..............................] - ETA: 5:40 - loss: 468.4656 - logits_profile_predictions_loss: 448.8394 - logcount_predictions_loss: 0.9128 48/2501 [..............................] - ETA: 5:40 - loss: 468.5719 - logits_profile_predictions_loss: 448.9796 - logcount_predictions_loss: 0.9113 49/2501 [..............................] - ETA: 5:40 - loss: 468.6911 - logits_profile_predictions_loss: 449.1314 - logcount_predictions_loss: 0.9098 50/2501 [..............................] - ETA: 5:40 - loss: 468.8289 - logits_profile_predictions_loss: 449.3011 - logcount_predictions_loss: 0.9083 51/2501 [..............................] - ETA: 5:40 - loss: 468.9339 - logits_profile_predictions_loss: 449.4374 - logcount_predictions_loss: 0.9068 52/2501 [..............................] - ETA: 5:39 - loss: 469.0310 - logits_profile_predictions_loss: 449.5659 - logcount_predictions_loss: 0.9054 53/2501 [..............................] - ETA: 5:39 - loss: 469.1121 - logits_profile_predictions_loss: 449.6778 - logcount_predictions_loss: 0.9039 54/2501 [..............................] - ETA: 5:39 - loss: 469.2077 - logits_profile_predictions_loss: 449.8041 - logcount_predictions_loss: 0.9025 55/2501 [..............................] - ETA: 5:39 - loss: 469.3036 - logits_profile_predictions_loss: 449.9291 - logcount_predictions_loss: 0.9011 56/2501 [..............................] - ETA: 5:39 - loss: 469.3853 - logits_profile_predictions_loss: 450.0410 - logcount_predictions_loss: 0.8997 57/2501 [..............................] - ETA: 5:39 - loss: 469.4778 - logits_profile_predictions_loss: 450.1646 - logcount_predictions_loss: 0.8983 58/2501 [..............................] - ETA: 5:38 - loss: 469.5630 - logits_profile_predictions_loss: 450.2818 - logcount_predictions_loss: 0.8968 59/2501 [..............................] - ETA: 5:38 - loss: 469.6530 - logits_profile_predictions_loss: 450.4027 - logcount_predictions_loss: 0.8954 60/2501 [..............................] - ETA: 5:38 - loss: 469.7428 - logits_profile_predictions_loss: 450.5225 - logcount_predictions_loss: 0.8940 61/2501 [..............................] - ETA: 5:38 - loss: 469.8234 - logits_profile_predictions_loss: 450.6313 - logcount_predictions_loss: 0.8927 62/2501 [..............................] - ETA: 5:38 - loss: 469.9020 - logits_profile_predictions_loss: 450.7361 - logcount_predictions_loss: 0.8914 63/2501 [..............................] - ETA: 5:38 - loss: 469.9721 - logits_profile_predictions_loss: 450.8305 - logcount_predictions_loss: 0.8903 64/2501 [..............................] - ETA: 5:38 - loss: 470.0306 - logits_profile_predictions_loss: 450.9130 - logcount_predictions_loss: 0.8892 65/2501 [..............................] - ETA: 5:37 - loss: 470.0856 - logits_profile_predictions_loss: 450.9916 - logcount_predictions_loss: 0.8881 66/2501 [..............................] - ETA: 5:37 - loss: 470.1355 - logits_profile_predictions_loss: 451.0658 - logcount_predictions_loss: 0.8870 67/2501 [..............................] - ETA: 5:37 - loss: 470.1760 - logits_profile_predictions_loss: 451.1295 - logcount_predictions_loss: 0.8859 68/2501 [..............................] - ETA: 5:37 - loss: 470.2200 - logits_profile_predictions_loss: 451.1960 - logcount_predictions_loss: 0.8848 69/2501 [..............................] - ETA: 5:37 - loss: 470.2540 - logits_profile_predictions_loss: 451.2523 - logcount_predictions_loss: 0.8838 70/2501 [..............................] - ETA: 5:37 - loss: 470.2981 - logits_profile_predictions_loss: 451.3183 - logcount_predictions_loss: 0.8828 71/2501 [..............................] - ETA: 5:37 - loss: 470.3324 - logits_profile_predictions_loss: 451.3744 - logcount_predictions_loss: 0.8818 72/2501 [..............................] - ETA: 5:36 - loss: 470.3669 - logits_profile_predictions_loss: 451.4299 - logcount_predictions_loss: 0.8808 73/2501 [..............................] - ETA: 5:36 - loss: 470.3999 - logits_profile_predictions_loss: 451.4843 - logcount_predictions_loss: 0.8798 74/2501 [..............................] - ETA: 5:36 - loss: 470.4302 - logits_profile_predictions_loss: 451.5363 - logcount_predictions_loss: 0.8788 75/2501 [..............................] - ETA: 5:36 - loss: 470.4600 - logits_profile_predictions_loss: 451.5877 - logcount_predictions_loss: 0.8778 76/2501 [..............................] - ETA: 5:36 - loss: 470.4812 - logits_profile_predictions_loss: 451.6299 - logcount_predictions_loss: 0.8768 77/2501 [..............................] - ETA: 5:36 - loss: 470.5011 - logits_profile_predictions_loss: 451.6701 - logcount_predictions_loss: 0.8759 78/2501 [..............................] - ETA: 5:36 - loss: 470.5134 - logits_profile_predictions_loss: 451.7027 - logcount_predictions_loss: 0.8749 79/2501 [..............................] - ETA: 5:35 - loss: 470.5225 - logits_profile_predictions_loss: 451.7322 - logcount_predictions_loss: 0.8740 80/2501 [..............................] - ETA: 5:35 - loss: 470.5274 - logits_profile_predictions_loss: 451.7574 - logcount_predictions_loss: 0.8730 81/2501 [..............................] - ETA: 5:35 - loss: 470.5268 - logits_profile_predictions_loss: 451.7756 - logcount_predictions_loss: 0.8721 82/2501 [..............................] - ETA: 5:35 - loss: 470.5277 - logits_profile_predictions_loss: 451.7952 - logcount_predictions_loss: 0.8713 83/2501 [..............................] - ETA: 5:35 - loss: 470.5300 - logits_profile_predictions_loss: 451.8150 - logcount_predictions_loss: 0.8705 84/2501 [>.............................] - ETA: 5:35 - loss: 470.5217 - logits_profile_predictions_loss: 451.8244 - logcount_predictions_loss: 0.8696 85/2501 [>.............................] - ETA: 5:34 - loss: 470.5086 - logits_profile_predictions_loss: 451.8285 - logcount_predictions_loss: 0.8688 86/2501 [>.............................] - ETA: 5:34 - 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[============================>.] - ETA: 4s - loss: 465.2816 - logits_profile_predictions_loss: 447.6182 - logcount_predictions_loss: 0.8216 2467/2501 [============================>.] - ETA: 4s - loss: 465.2815 - logits_profile_predictions_loss: 447.6181 - logcount_predictions_loss: 0.8216 2468/2501 [============================>.] - ETA: 4s - loss: 465.2814 - logits_profile_predictions_loss: 447.6180 - logcount_predictions_loss: 0.8216 2469/2501 [============================>.] - ETA: 4s - loss: 465.2813 - logits_profile_predictions_loss: 447.6180 - logcount_predictions_loss: 0.8216 2470/2501 [============================>.] - ETA: 4s - loss: 465.2811 - logits_profile_predictions_loss: 447.6179 - logcount_predictions_loss: 0.8215 2471/2501 [============================>.] - ETA: 4s - loss: 465.2810 - logits_profile_predictions_loss: 447.6178 - logcount_predictions_loss: 0.8215 2472/2501 [============================>.] - ETA: 4s - loss: 465.2808 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 465.2774 - logits_profile_predictions_loss: 447.6155 - logcount_predictions_loss: 0.8215 2500/2501 [============================>.] - ETA: 0s - loss: 465.2773 - logits_profile_predictions_loss: 447.6154 - logcount_predictions_loss: 0.8215 2501/2501 [==============================] - ETA: 0s - loss: 465.2772 - logits_profile_predictions_loss: 447.6153 - logcount_predictions_loss: 0.8215 2501/2501 [==============================] - 366s 147ms/step - loss: 465.2771 - logits_profile_predictions_loss: 447.6153 - logcount_predictions_loss: 0.8215 - val_loss: 545.9453 - val_logits_profile_predictions_loss: 527.0135 - val_logcount_predictions_loss: 0.8805 Epoch 00006: val_loss improved from 547.09009 to 545.94531, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 7/50 1/2501 [..............................] - ETA: 7:01 - loss: 521.6561 - logits_profile_predictions_loss: 505.9869 - logcount_predictions_loss: 0.7288 2/2501 [..............................] - ETA: 6:11 - loss: 492.9169 - logits_profile_predictions_loss: 477.3308 - logcount_predictions_loss: 0.7249 3/2501 [..............................] - ETA: 6:00 - loss: 483.1230 - logits_profile_predictions_loss: 466.0260 - logcount_predictions_loss: 0.7952 4/2501 [..............................] - ETA: 5:55 - loss: 478.6670 - logits_profile_predictions_loss: 460.7111 - logcount_predictions_loss: 0.8352 5/2501 [..............................] - ETA: 5:53 - loss: 475.4649 - logits_profile_predictions_loss: 457.3435 - logcount_predictions_loss: 0.8429 6/2501 [..............................] - ETA: 5:51 - loss: 474.2959 - logits_profile_predictions_loss: 456.1637 - logcount_predictions_loss: 0.8434 7/2501 [..............................] - ETA: 5:50 - loss: 473.1257 - logits_profile_predictions_loss: 454.9604 - logcount_predictions_loss: 0.8449 8/2501 [..............................] - ETA: 5:49 - loss: 472.2880 - logits_profile_predictions_loss: 454.1159 - logcount_predictions_loss: 0.8452 9/2501 [..............................] - ETA: 5:48 - loss: 471.0774 - logits_profile_predictions_loss: 452.9058 - logcount_predictions_loss: 0.8452 10/2501 [..............................] - ETA: 5:48 - loss: 469.7945 - logits_profile_predictions_loss: 451.6606 - logcount_predictions_loss: 0.8434 11/2501 [..............................] - ETA: 5:48 - loss: 468.7538 - logits_profile_predictions_loss: 450.6497 - logcount_predictions_loss: 0.8421 12/2501 [..............................] - ETA: 5:47 - loss: 467.7714 - logits_profile_predictions_loss: 449.7188 - logcount_predictions_loss: 0.8397 13/2501 [..............................] - ETA: 5:47 - loss: 467.2019 - logits_profile_predictions_loss: 449.1918 - logcount_predictions_loss: 0.8377 14/2501 [..............................] - ETA: 5:47 - loss: 466.8536 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:41 - loss: 463.4423 - logits_profile_predictions_loss: 446.1201 - logcount_predictions_loss: 0.8057 42/2501 [..............................] - ETA: 5:41 - loss: 463.3777 - logits_profile_predictions_loss: 446.0677 - logcount_predictions_loss: 0.8051 43/2501 [..............................] - ETA: 5:41 - loss: 463.3369 - logits_profile_predictions_loss: 446.0370 - logcount_predictions_loss: 0.8047 44/2501 [..............................] - ETA: 5:41 - loss: 463.2659 - logits_profile_predictions_loss: 445.9737 - logcount_predictions_loss: 0.8043 45/2501 [..............................] - ETA: 5:41 - loss: 463.2239 - logits_profile_predictions_loss: 445.9417 - logcount_predictions_loss: 0.8038 46/2501 [..............................] - ETA: 5:41 - loss: 463.1806 - logits_profile_predictions_loss: 445.9094 - logcount_predictions_loss: 0.8033 47/2501 [..............................] - ETA: 5:41 - loss: 463.1738 - logits_profile_predictions_loss: 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[============================>.] - ETA: 9s - loss: 460.8587 - logits_profile_predictions_loss: 444.1245 - logcount_predictions_loss: 0.7783 2435/2501 [============================>.] - ETA: 9s - loss: 460.8588 - logits_profile_predictions_loss: 444.1246 - logcount_predictions_loss: 0.7783 2436/2501 [============================>.] - ETA: 9s - loss: 460.8588 - logits_profile_predictions_loss: 444.1247 - logcount_predictions_loss: 0.7783 2437/2501 [============================>.] - ETA: 8s - loss: 460.8589 - logits_profile_predictions_loss: 444.1247 - logcount_predictions_loss: 0.7783 2438/2501 [============================>.] - ETA: 8s - loss: 460.8589 - logits_profile_predictions_loss: 444.1248 - logcount_predictions_loss: 0.7783 2439/2501 [============================>.] - ETA: 8s - loss: 460.8589 - logits_profile_predictions_loss: 444.1249 - logcount_predictions_loss: 0.7783 2440/2501 [============================>.] - ETA: 8s - loss: 460.8590 - logits_profile_predictions_loss: 444.1250 - logcount_predictions_loss: 0.7783 2441/2501 [============================>.] - ETA: 8s - loss: 460.8590 - logits_profile_predictions_loss: 444.1251 - logcount_predictions_loss: 0.7783 2442/2501 [============================>.] - ETA: 8s - loss: 460.8591 - logits_profile_predictions_loss: 444.1251 - logcount_predictions_loss: 0.7783 2443/2501 [============================>.] - ETA: 8s - loss: 460.8592 - logits_profile_predictions_loss: 444.1252 - logcount_predictions_loss: 0.7783 2444/2501 [============================>.] - ETA: 7s - loss: 460.8592 - logits_profile_predictions_loss: 444.1253 - logcount_predictions_loss: 0.7783 2445/2501 [============================>.] - ETA: 7s - loss: 460.8593 - logits_profile_predictions_loss: 444.1254 - logcount_predictions_loss: 0.7783 2446/2501 [============================>.] - ETA: 7s - loss: 460.8593 - logits_profile_predictions_loss: 444.1255 - logcount_predictions_loss: 0.7783 2447/2501 [============================>.] - ETA: 7s - loss: 460.8594 - logits_profile_predictions_loss: 444.1256 - logcount_predictions_loss: 0.7783 2448/2501 [============================>.] - ETA: 7s - loss: 460.8595 - logits_profile_predictions_loss: 444.1257 - logcount_predictions_loss: 0.7783 2449/2501 [============================>.] - ETA: 7s - loss: 460.8595 - logits_profile_predictions_loss: 444.1258 - logcount_predictions_loss: 0.7783 2450/2501 [============================>.] - ETA: 7s - loss: 460.8596 - logits_profile_predictions_loss: 444.1259 - logcount_predictions_loss: 0.7783 2451/2501 [============================>.] - ETA: 6s - loss: 460.8597 - logits_profile_predictions_loss: 444.1260 - logcount_predictions_loss: 0.7783 2452/2501 [============================>.] - ETA: 6s - loss: 460.8597 - logits_profile_predictions_loss: 444.1261 - logcount_predictions_loss: 0.7783 2453/2501 [============================>.] - ETA: 6s - loss: 460.8598 - logits_profile_predictions_loss: 444.1261 - logcount_predictions_loss: 0.7783 2454/2501 [============================>.] - ETA: 6s - loss: 460.8598 - logits_profile_predictions_loss: 444.1262 - logcount_predictions_loss: 0.7783 2455/2501 [============================>.] - ETA: 6s - loss: 460.8599 - logits_profile_predictions_loss: 444.1263 - logcount_predictions_loss: 0.7783 2456/2501 [============================>.] - ETA: 6s - loss: 460.8599 - logits_profile_predictions_loss: 444.1264 - logcount_predictions_loss: 0.7783 2457/2501 [============================>.] - ETA: 6s - loss: 460.8600 - logits_profile_predictions_loss: 444.1265 - logcount_predictions_loss: 0.7783 2458/2501 [============================>.] - ETA: 5s - loss: 460.8600 - logits_profile_predictions_loss: 444.1266 - logcount_predictions_loss: 0.7783 2459/2501 [============================>.] - ETA: 5s - loss: 460.8601 - logits_profile_predictions_loss: 444.1266 - logcount_predictions_loss: 0.7783 2460/2501 [============================>.] - ETA: 5s - loss: 460.8601 - logits_profile_predictions_loss: 444.1267 - logcount_predictions_loss: 0.7783 2461/2501 [============================>.] - ETA: 5s - loss: 460.8602 - logits_profile_predictions_loss: 444.1268 - logcount_predictions_loss: 0.7783 2462/2501 [============================>.] - ETA: 5s - loss: 460.8602 - logits_profile_predictions_loss: 444.1269 - logcount_predictions_loss: 0.7783 2463/2501 [============================>.] - ETA: 5s - loss: 460.8602 - logits_profile_predictions_loss: 444.1270 - logcount_predictions_loss: 0.7783 2464/2501 [============================>.] - ETA: 5s - loss: 460.8603 - logits_profile_predictions_loss: 444.1270 - logcount_predictions_loss: 0.7783 2465/2501 [============================>.] - ETA: 4s - loss: 460.8603 - logits_profile_predictions_loss: 444.1271 - logcount_predictions_loss: 0.7783 2466/2501 [============================>.] - ETA: 4s - loss: 460.8603 - logits_profile_predictions_loss: 444.1272 - logcount_predictions_loss: 0.7783 2467/2501 [============================>.] - ETA: 4s - loss: 460.8604 - logits_profile_predictions_loss: 444.1272 - logcount_predictions_loss: 0.7783 2468/2501 [============================>.] - ETA: 4s - loss: 460.8604 - logits_profile_predictions_loss: 444.1273 - logcount_predictions_loss: 0.7783 2469/2501 [============================>.] - ETA: 4s - loss: 460.8604 - logits_profile_predictions_loss: 444.1274 - logcount_predictions_loss: 0.7783 2470/2501 [============================>.] - ETA: 4s - loss: 460.8605 - logits_profile_predictions_loss: 444.1275 - logcount_predictions_loss: 0.7783 2471/2501 [============================>.] - ETA: 4s - loss: 460.8605 - logits_profile_predictions_loss: 444.1275 - logcount_predictions_loss: 0.7783 2472/2501 [============================>.] - ETA: 4s - loss: 460.8605 - logits_profile_predictions_loss: 444.1276 - logcount_predictions_loss: 0.7783 2473/2501 [============================>.] - ETA: 3s - loss: 460.8606 - logits_profile_predictions_loss: 444.1277 - logcount_predictions_loss: 0.7783 2474/2501 [============================>.] - ETA: 3s - loss: 460.8606 - logits_profile_predictions_loss: 444.1278 - logcount_predictions_loss: 0.7783 2475/2501 [============================>.] - ETA: 3s - loss: 460.8607 - logits_profile_predictions_loss: 444.1278 - logcount_predictions_loss: 0.7783 2476/2501 [============================>.] - ETA: 3s - loss: 460.8607 - logits_profile_predictions_loss: 444.1279 - logcount_predictions_loss: 0.7783 2477/2501 [============================>.] - ETA: 3s - loss: 460.8607 - logits_profile_predictions_loss: 444.1280 - logcount_predictions_loss: 0.7783 2478/2501 [============================>.] - ETA: 3s - loss: 460.8607 - logits_profile_predictions_loss: 444.1280 - logcount_predictions_loss: 0.7783 2479/2501 [============================>.] - ETA: 3s - loss: 460.8607 - logits_profile_predictions_loss: 444.1281 - logcount_predictions_loss: 0.7783 2480/2501 [============================>.] - ETA: 2s - loss: 460.8607 - logits_profile_predictions_loss: 444.1281 - logcount_predictions_loss: 0.7783 2481/2501 [============================>.] - ETA: 2s - loss: 460.8607 - logits_profile_predictions_loss: 444.1282 - logcount_predictions_loss: 0.7783 2482/2501 [============================>.] - ETA: 2s - loss: 460.8608 - logits_profile_predictions_loss: 444.1282 - logcount_predictions_loss: 0.7783 2483/2501 [============================>.] - ETA: 2s - loss: 460.8608 - logits_profile_predictions_loss: 444.1283 - logcount_predictions_loss: 0.7783 2484/2501 [============================>.] - ETA: 2s - loss: 460.8608 - logits_profile_predictions_loss: 444.1283 - logcount_predictions_loss: 0.7782 2485/2501 [============================>.] - ETA: 2s - loss: 460.8608 - logits_profile_predictions_loss: 444.1284 - logcount_predictions_loss: 0.7782 2486/2501 [============================>.] - ETA: 2s - loss: 460.8608 - logits_profile_predictions_loss: 444.1285 - logcount_predictions_loss: 0.7782 2487/2501 [============================>.] - ETA: 1s - loss: 460.8609 - logits_profile_predictions_loss: 444.1285 - logcount_predictions_loss: 0.7782 2488/2501 [============================>.] - ETA: 1s - loss: 460.8609 - logits_profile_predictions_loss: 444.1286 - logcount_predictions_loss: 0.7782 2489/2501 [============================>.] - ETA: 1s - loss: 460.8609 - logits_profile_predictions_loss: 444.1287 - logcount_predictions_loss: 0.7782 2490/2501 [============================>.] - ETA: 1s - loss: 460.8609 - logits_profile_predictions_loss: 444.1287 - logcount_predictions_loss: 0.7782 2491/2501 [============================>.] - ETA: 1s - loss: 460.8609 - logits_profile_predictions_loss: 444.1288 - logcount_predictions_loss: 0.7782 2492/2501 [============================>.] - ETA: 1s - loss: 460.8609 - logits_profile_predictions_loss: 444.1288 - logcount_predictions_loss: 0.7782 2493/2501 [============================>.] - ETA: 1s - loss: 460.8610 - logits_profile_predictions_loss: 444.1289 - logcount_predictions_loss: 0.7782 2494/2501 [============================>.] - ETA: 0s - loss: 460.8610 - logits_profile_predictions_loss: 444.1290 - logcount_predictions_loss: 0.7782 2495/2501 [============================>.] - ETA: 0s - loss: 460.8610 - logits_profile_predictions_loss: 444.1290 - logcount_predictions_loss: 0.7782 2496/2501 [============================>.] - ETA: 0s - loss: 460.8610 - logits_profile_predictions_loss: 444.1291 - logcount_predictions_loss: 0.7782 2497/2501 [============================>.] - ETA: 0s - loss: 460.8610 - logits_profile_predictions_loss: 444.1291 - logcount_predictions_loss: 0.7782 2498/2501 [============================>.] - ETA: 0s - loss: 460.8610 - logits_profile_predictions_loss: 444.1292 - logcount_predictions_loss: 0.7782 2499/2501 [============================>.] - ETA: 0s - loss: 460.8610 - logits_profile_predictions_loss: 444.1292 - logcount_predictions_loss: 0.7782 2500/2501 [============================>.] - ETA: 0s - loss: 460.8610 - logits_profile_predictions_loss: 444.1293 - logcount_predictions_loss: 0.7782 2501/2501 [==============================] - ETA: 0s - loss: 460.8610 - logits_profile_predictions_loss: 444.1293 - logcount_predictions_loss: 0.7782 2501/2501 [==============================] - 367s 147ms/step - loss: 460.8611 - logits_profile_predictions_loss: 444.1294 - logcount_predictions_loss: 0.7782 - val_loss: 551.1271 - val_logits_profile_predictions_loss: 529.1147 - val_logcount_predictions_loss: 1.0238 Epoch 00007: val_loss did not improve from 545.94531 Epoch 8/50 1/2501 [..............................] - ETA: 6:55 - loss: 418.7737 - logits_profile_predictions_loss: 400.5009 - logcount_predictions_loss: 0.8499 2/2501 [..............................] - ETA: 6:24 - loss: 429.0024 - logits_profile_predictions_loss: 410.1972 - logcount_predictions_loss: 0.8747 3/2501 [..............................] - ETA: 6:04 - loss: 435.4073 - logits_profile_predictions_loss: 417.2265 - logcount_predictions_loss: 0.8456 4/2501 [..............................] - ETA: 5:58 - loss: 438.0949 - logits_profile_predictions_loss: 420.3723 - logcount_predictions_loss: 0.8243 5/2501 [..............................] - ETA: 5:55 - loss: 439.4187 - logits_profile_predictions_loss: 421.8275 - logcount_predictions_loss: 0.8182 6/2501 [..............................] - ETA: 5:53 - loss: 441.3357 - logits_profile_predictions_loss: 423.9416 - logcount_predictions_loss: 0.8090 7/2501 [..............................] - ETA: 5:52 - loss: 442.8439 - logits_profile_predictions_loss: 425.6480 - logcount_predictions_loss: 0.7998 8/2501 [..............................] - ETA: 5:51 - loss: 444.4355 - logits_profile_predictions_loss: 427.4245 - logcount_predictions_loss: 0.7912 9/2501 [..............................] - ETA: 5:50 - loss: 445.4189 - logits_profile_predictions_loss: 428.5085 - logcount_predictions_loss: 0.7865 10/2501 [..............................] - ETA: 5:50 - loss: 446.1574 - logits_profile_predictions_loss: 429.3369 - logcount_predictions_loss: 0.7824 11/2501 [..............................] - ETA: 5:49 - loss: 446.9325 - logits_profile_predictions_loss: 430.1934 - logcount_predictions_loss: 0.7786 12/2501 [..............................] - ETA: 5:48 - loss: 447.8782 - logits_profile_predictions_loss: 431.1825 - logcount_predictions_loss: 0.7765 13/2501 [..............................] - ETA: 5:48 - loss: 448.4994 - logits_profile_predictions_loss: 431.8183 - logcount_predictions_loss: 0.7759 14/2501 [..............................] - ETA: 5:48 - loss: 449.1346 - logits_profile_predictions_loss: 432.4852 - logcount_predictions_loss: 0.7744 15/2501 [..............................] - ETA: 5:47 - loss: 449.5872 - logits_profile_predictions_loss: 432.9341 - logcount_predictions_loss: 0.7746 16/2501 [..............................] - ETA: 5:47 - loss: 449.6440 - logits_profile_predictions_loss: 432.9950 - logcount_predictions_loss: 0.7744 17/2501 [..............................] - ETA: 5:46 - loss: 449.5339 - logits_profile_predictions_loss: 432.9091 - logcount_predictions_loss: 0.7732 18/2501 [..............................] - ETA: 5:46 - loss: 449.4772 - logits_profile_predictions_loss: 432.8865 - logcount_predictions_loss: 0.7717 19/2501 [..............................] - ETA: 5:46 - loss: 449.1244 - logits_profile_predictions_loss: 432.5737 - logcount_predictions_loss: 0.7698 20/2501 [..............................] - ETA: 5:46 - loss: 448.7649 - logits_profile_predictions_loss: 432.2509 - logcount_predictions_loss: 0.7681 21/2501 [..............................] - ETA: 5:45 - loss: 448.4536 - logits_profile_predictions_loss: 431.9753 - logcount_predictions_loss: 0.7664 22/2501 [..............................] - ETA: 5:45 - loss: 448.1992 - logits_profile_predictions_loss: 431.7647 - logcount_predictions_loss: 0.7644 23/2501 [..............................] - ETA: 5:45 - loss: 447.9597 - logits_profile_predictions_loss: 431.5753 - logcount_predictions_loss: 0.7621 24/2501 [..............................] - ETA: 5:45 - loss: 447.6923 - logits_profile_predictions_loss: 431.3471 - logcount_predictions_loss: 0.7602 25/2501 [..............................] - ETA: 5:44 - loss: 447.5182 - logits_profile_predictions_loss: 431.2020 - logcount_predictions_loss: 0.7589 26/2501 [..............................] - ETA: 5:44 - loss: 447.3984 - logits_profile_predictions_loss: 431.1061 - logcount_predictions_loss: 0.7578 27/2501 [..............................] - ETA: 5:44 - loss: 447.2896 - logits_profile_predictions_loss: 431.0197 - logcount_predictions_loss: 0.7567 28/2501 [..............................] - ETA: 5:44 - loss: 447.2211 - logits_profile_predictions_loss: 430.9737 - logcount_predictions_loss: 0.7557 29/2501 [..............................] - ETA: 5:44 - loss: 447.1927 - logits_profile_predictions_loss: 430.9573 - logcount_predictions_loss: 0.7551 30/2501 [..............................] - ETA: 5:43 - loss: 447.1278 - logits_profile_predictions_loss: 430.9092 - logcount_predictions_loss: 0.7544 31/2501 [..............................] - ETA: 5:43 - loss: 447.0056 - logits_profile_predictions_loss: 430.8028 - logcount_predictions_loss: 0.7536 32/2501 [..............................] - ETA: 5:43 - loss: 446.8832 - logits_profile_predictions_loss: 430.6990 - logcount_predictions_loss: 0.7528 33/2501 [..............................] - ETA: 5:43 - loss: 446.7879 - logits_profile_predictions_loss: 430.6218 - logcount_predictions_loss: 0.7519 34/2501 [..............................] - ETA: 5:43 - loss: 446.6889 - logits_profile_predictions_loss: 430.5375 - logcount_predictions_loss: 0.7512 35/2501 [..............................] - ETA: 5:43 - loss: 446.6229 - logits_profile_predictions_loss: 430.4827 - logcount_predictions_loss: 0.7507 36/2501 [..............................] - ETA: 5:42 - loss: 446.5841 - logits_profile_predictions_loss: 430.4568 - logcount_predictions_loss: 0.7501 37/2501 [..............................] - ETA: 5:42 - loss: 446.5507 - logits_profile_predictions_loss: 430.4358 - logcount_predictions_loss: 0.7495 38/2501 [..............................] - ETA: 5:42 - loss: 446.5373 - logits_profile_predictions_loss: 430.4328 - logcount_predictions_loss: 0.7490 39/2501 [..............................] - ETA: 5:42 - loss: 446.5036 - logits_profile_predictions_loss: 430.4097 - logcount_predictions_loss: 0.7486 40/2501 [..............................] - ETA: 5:42 - loss: 446.4710 - logits_profile_predictions_loss: 430.3881 - logcount_predictions_loss: 0.7480 41/2501 [..............................] - ETA: 5:42 - loss: 446.4766 - logits_profile_predictions_loss: 430.4045 - logcount_predictions_loss: 0.7475 42/2501 [..............................] - ETA: 5:41 - loss: 446.4735 - logits_profile_predictions_loss: 430.4138 - logcount_predictions_loss: 0.7470 43/2501 [..............................] - ETA: 5:41 - loss: 446.4160 - logits_profile_predictions_loss: 430.3680 - logcount_predictions_loss: 0.7464 44/2501 [..............................] - ETA: 5:41 - loss: 446.3898 - logits_profile_predictions_loss: 430.3550 - logcount_predictions_loss: 0.7458 45/2501 [..............................] - ETA: 5:41 - loss: 446.3777 - logits_profile_predictions_loss: 430.3580 - logcount_predictions_loss: 0.7451 46/2501 [..............................] - ETA: 5:41 - loss: 446.3686 - logits_profile_predictions_loss: 430.3594 - logcount_predictions_loss: 0.7446 47/2501 [..............................] - ETA: 5:41 - loss: 446.3759 - logits_profile_predictions_loss: 430.3758 - logcount_predictions_loss: 0.7442 48/2501 [..............................] - ETA: 5:40 - loss: 446.3696 - logits_profile_predictions_loss: 430.3751 - logcount_predictions_loss: 0.7439 49/2501 [..............................] - ETA: 5:40 - loss: 446.3397 - logits_profile_predictions_loss: 430.3505 - logcount_predictions_loss: 0.7437 50/2501 [..............................] - ETA: 5:40 - loss: 446.3181 - logits_profile_predictions_loss: 430.3339 - logcount_predictions_loss: 0.7435 51/2501 [..............................] - ETA: 5:40 - loss: 446.3005 - logits_profile_predictions_loss: 430.3220 - logcount_predictions_loss: 0.7432 52/2501 [..............................] - ETA: 5:40 - loss: 446.3072 - logits_profile_predictions_loss: 430.3366 - logcount_predictions_loss: 0.7428 53/2501 [..............................] - ETA: 5:40 - loss: 446.2889 - logits_profile_predictions_loss: 430.3256 - logcount_predictions_loss: 0.7425 54/2501 [..............................] - ETA: 5:39 - loss: 446.2782 - logits_profile_predictions_loss: 430.3228 - logcount_predictions_loss: 0.7421 55/2501 [..............................] - ETA: 5:39 - loss: 446.2726 - logits_profile_predictions_loss: 430.3253 - logcount_predictions_loss: 0.7417 56/2501 [..............................] - ETA: 5:39 - loss: 446.2692 - logits_profile_predictions_loss: 430.3289 - logcount_predictions_loss: 0.7414 57/2501 [..............................] - ETA: 5:39 - loss: 446.2348 - logits_profile_predictions_loss: 430.3020 - logcount_predictions_loss: 0.7411 58/2501 [..............................] - ETA: 5:39 - loss: 446.2222 - logits_profile_predictions_loss: 430.2969 - logcount_predictions_loss: 0.7407 59/2501 [..............................] - ETA: 5:39 - loss: 446.2137 - logits_profile_predictions_loss: 430.2955 - logcount_predictions_loss: 0.7404 60/2501 [..............................] - ETA: 5:38 - loss: 446.2133 - logits_profile_predictions_loss: 430.3010 - logcount_predictions_loss: 0.7401 61/2501 [..............................] - ETA: 5:38 - loss: 446.2103 - logits_profile_predictions_loss: 430.3046 - logcount_predictions_loss: 0.7398 62/2501 [..............................] - ETA: 5:38 - loss: 446.2077 - logits_profile_predictions_loss: 430.3093 - logcount_predictions_loss: 0.7395 63/2501 [..............................] - ETA: 5:38 - loss: 446.1842 - logits_profile_predictions_loss: 430.2928 - logcount_predictions_loss: 0.7391 64/2501 [..............................] - ETA: 5:38 - loss: 446.1636 - logits_profile_predictions_loss: 430.2786 - logcount_predictions_loss: 0.7388 65/2501 [..............................] - ETA: 5:38 - loss: 446.1633 - logits_profile_predictions_loss: 430.2846 - logcount_predictions_loss: 0.7385 66/2501 [..............................] - ETA: 5:38 - loss: 446.1772 - logits_profile_predictions_loss: 430.3053 - logcount_predictions_loss: 0.7382 67/2501 [..............................] - ETA: 5:37 - loss: 446.1760 - logits_profile_predictions_loss: 430.3090 - logcount_predictions_loss: 0.7380 68/2501 [..............................] - ETA: 5:37 - loss: 446.1785 - logits_profile_predictions_loss: 430.3146 - logcount_predictions_loss: 0.7379 69/2501 [..............................] - ETA: 5:37 - loss: 446.1915 - 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logits_profile_predictions_loss: 433.2438 - logcount_predictions_loss: 0.7378 220/2501 [=>............................] - ETA: 5:16 - loss: 449.1191 - logits_profile_predictions_loss: 433.2570 - logcount_predictions_loss: 0.7378 221/2501 [=>............................] - ETA: 5:16 - loss: 449.1316 - logits_profile_predictions_loss: 433.2698 - logcount_predictions_loss: 0.7378 222/2501 [=>............................] - ETA: 5:16 - loss: 449.1446 - logits_profile_predictions_loss: 433.2830 - logcount_predictions_loss: 0.7378 223/2501 [=>............................] - ETA: 5:15 - loss: 449.1577 - logits_profile_predictions_loss: 433.2965 - logcount_predictions_loss: 0.7377 224/2501 [=>............................] - ETA: 5:15 - loss: 449.1718 - logits_profile_predictions_loss: 433.3109 - logcount_predictions_loss: 0.7377 225/2501 [=>............................] - ETA: 5:15 - loss: 449.1858 - logits_profile_predictions_loss: 433.3252 - logcount_predictions_loss: 0.7377 226/2501 [=>............................] - ETA: 5:15 - loss: 449.1989 - logits_profile_predictions_loss: 433.3387 - logcount_predictions_loss: 0.7377 227/2501 [=>............................] - ETA: 5:15 - loss: 449.2105 - logits_profile_predictions_loss: 433.3506 - logcount_predictions_loss: 0.7377 228/2501 [=>............................] - ETA: 5:15 - loss: 449.2219 - logits_profile_predictions_loss: 433.3623 - logcount_predictions_loss: 0.7377 229/2501 [=>............................] - ETA: 5:15 - loss: 449.2342 - logits_profile_predictions_loss: 433.3748 - logcount_predictions_loss: 0.7377 230/2501 [=>............................] - ETA: 5:14 - loss: 449.2464 - logits_profile_predictions_loss: 433.3872 - logcount_predictions_loss: 0.7376 231/2501 [=>............................] - ETA: 5:14 - loss: 449.2569 - logits_profile_predictions_loss: 433.3980 - logcount_predictions_loss: 0.7376 232/2501 [=>............................] - ETA: 5:14 - loss: 449.2658 - logits_profile_predictions_loss: 433.4072 - logcount_predictions_loss: 0.7376 233/2501 [=>............................] - ETA: 5:14 - loss: 449.2754 - logits_profile_predictions_loss: 433.4169 - logcount_predictions_loss: 0.7376 234/2501 [=>............................] - ETA: 5:14 - loss: 449.2849 - logits_profile_predictions_loss: 433.4265 - logcount_predictions_loss: 0.7376 235/2501 [=>............................] - ETA: 5:14 - loss: 449.2939 - logits_profile_predictions_loss: 433.4358 - logcount_predictions_loss: 0.7376 236/2501 [=>............................] - ETA: 5:14 - loss: 449.3023 - logits_profile_predictions_loss: 433.4442 - logcount_predictions_loss: 0.7376 237/2501 [=>............................] - ETA: 5:14 - loss: 449.3098 - logits_profile_predictions_loss: 433.4519 - logcount_predictions_loss: 0.7376 238/2501 [=>............................] - ETA: 5:13 - loss: 449.3172 - logits_profile_predictions_loss: 433.4595 - logcount_predictions_loss: 0.7376 239/2501 [=>............................] - ETA: 5:13 - loss: 449.3242 - logits_profile_predictions_loss: 433.4668 - logcount_predictions_loss: 0.7376 240/2501 [=>............................] - ETA: 5:13 - loss: 449.3304 - logits_profile_predictions_loss: 433.4732 - logcount_predictions_loss: 0.7375 241/2501 [=>............................] - ETA: 5:13 - loss: 449.3361 - logits_profile_predictions_loss: 433.4792 - logcount_predictions_loss: 0.7375 242/2501 [=>............................] - ETA: 5:13 - loss: 449.3416 - logits_profile_predictions_loss: 433.4850 - logcount_predictions_loss: 0.7375 243/2501 [=>............................] - ETA: 5:13 - loss: 449.3471 - logits_profile_predictions_loss: 433.4908 - logcount_predictions_loss: 0.7375 244/2501 [=>............................] - ETA: 5:13 - loss: 449.3534 - logits_profile_predictions_loss: 433.4974 - logcount_predictions_loss: 0.7375 245/2501 [=>............................] - ETA: 5:12 - loss: 449.3597 - logits_profile_predictions_loss: 433.5041 - logcount_predictions_loss: 0.7375 246/2501 [=>............................] - ETA: 5:12 - loss: 449.3657 - logits_profile_predictions_loss: 433.5103 - logcount_predictions_loss: 0.7375 247/2501 [=>............................] - ETA: 5:12 - loss: 449.3701 - logits_profile_predictions_loss: 433.5152 - logcount_predictions_loss: 0.7374 248/2501 [=>............................] - ETA: 5:12 - loss: 449.3746 - logits_profile_predictions_loss: 433.5200 - logcount_predictions_loss: 0.7374 249/2501 [=>............................] - ETA: 5:12 - loss: 449.3789 - logits_profile_predictions_loss: 433.5246 - logcount_predictions_loss: 0.7374 250/2501 [=>............................] - ETA: 5:12 - loss: 449.3821 - logits_profile_predictions_loss: 433.5283 - logcount_predictions_loss: 0.7374 251/2501 [==>...........................] - ETA: 5:12 - loss: 449.3856 - logits_profile_predictions_loss: 433.5322 - logcount_predictions_loss: 0.7374 252/2501 [==>...........................] - ETA: 5:11 - loss: 449.3883 - logits_profile_predictions_loss: 433.5352 - logcount_predictions_loss: 0.7374 253/2501 [==>...........................] - ETA: 5:11 - loss: 449.3906 - logits_profile_predictions_loss: 433.5378 - logcount_predictions_loss: 0.7373 254/2501 [==>...........................] - ETA: 5:11 - loss: 449.3919 - logits_profile_predictions_loss: 433.5396 - logcount_predictions_loss: 0.7373 255/2501 [==>...........................] - ETA: 5:11 - loss: 449.3936 - logits_profile_predictions_loss: 433.5417 - logcount_predictions_loss: 0.7373 256/2501 [==>...........................] - ETA: 5:11 - loss: 449.3953 - logits_profile_predictions_loss: 433.5440 - logcount_predictions_loss: 0.7373 257/2501 [==>...........................] - ETA: 5:11 - loss: 449.3978 - logits_profile_predictions_loss: 433.5469 - logcount_predictions_loss: 0.7373 258/2501 [==>...........................] - ETA: 5:11 - loss: 449.4000 - logits_profile_predictions_loss: 433.5497 - logcount_predictions_loss: 0.7372 259/2501 [==>...........................] - ETA: 5:10 - loss: 449.4029 - logits_profile_predictions_loss: 433.5531 - logcount_predictions_loss: 0.7372 260/2501 [==>...........................] - ETA: 5:10 - loss: 449.4061 - logits_profile_predictions_loss: 433.5569 - logcount_predictions_loss: 0.7372 261/2501 [==>...........................] - ETA: 5:10 - loss: 449.4100 - logits_profile_predictions_loss: 433.5613 - logcount_predictions_loss: 0.7372 262/2501 [==>...........................] - ETA: 5:10 - loss: 449.4142 - logits_profile_predictions_loss: 433.5660 - logcount_predictions_loss: 0.7371 263/2501 [==>...........................] - ETA: 5:10 - loss: 449.4189 - logits_profile_predictions_loss: 433.5713 - logcount_predictions_loss: 0.7371 264/2501 [==>...........................] - ETA: 5:10 - loss: 449.4238 - logits_profile_predictions_loss: 433.5767 - logcount_predictions_loss: 0.7371 265/2501 [==>...........................] - ETA: 5:10 - loss: 449.4291 - logits_profile_predictions_loss: 433.5823 - logcount_predictions_loss: 0.7371 266/2501 [==>...........................] - ETA: 5:10 - loss: 449.4340 - logits_profile_predictions_loss: 433.5876 - logcount_predictions_loss: 0.7370 267/2501 [==>...........................] - ETA: 5:09 - loss: 449.4379 - logits_profile_predictions_loss: 433.5919 - logcount_predictions_loss: 0.7370 268/2501 [==>...........................] - ETA: 5:09 - loss: 449.4422 - logits_profile_predictions_loss: 433.5966 - logcount_predictions_loss: 0.7370 269/2501 [==>...........................] - ETA: 5:09 - loss: 449.4460 - logits_profile_predictions_loss: 433.6007 - logcount_predictions_loss: 0.7370 270/2501 [==>...........................] - ETA: 5:09 - loss: 449.4500 - logits_profile_predictions_loss: 433.6052 - logcount_predictions_loss: 0.7370 271/2501 [==>...........................] - ETA: 5:09 - loss: 449.4539 - logits_profile_predictions_loss: 433.6095 - logcount_predictions_loss: 0.7370 272/2501 [==>...........................] - ETA: 5:09 - loss: 449.4587 - logits_profile_predictions_loss: 433.6147 - logcount_predictions_loss: 0.7369 273/2501 [==>...........................] - ETA: 5:09 - loss: 449.4630 - logits_profile_predictions_loss: 433.6193 - logcount_predictions_loss: 0.7369 274/2501 [==>...........................] - ETA: 5:08 - loss: 449.4674 - logits_profile_predictions_loss: 433.6241 - logcount_predictions_loss: 0.7369 275/2501 [==>...........................] - ETA: 5:08 - loss: 449.4720 - logits_profile_predictions_loss: 433.6291 - logcount_predictions_loss: 0.7369 276/2501 [==>...........................] - ETA: 5:08 - loss: 449.4751 - logits_profile_predictions_loss: 433.6325 - logcount_predictions_loss: 0.7369 277/2501 [==>...........................] - ETA: 5:08 - loss: 449.4780 - logits_profile_predictions_loss: 433.6356 - logcount_predictions_loss: 0.7369 278/2501 [==>...........................] - ETA: 5:08 - loss: 449.4809 - logits_profile_predictions_loss: 433.6388 - logcount_predictions_loss: 0.7368 279/2501 [==>...........................] - ETA: 5:08 - loss: 449.4828 - logits_profile_predictions_loss: 433.6408 - logcount_predictions_loss: 0.7368 280/2501 [==>...........................] - ETA: 5:08 - loss: 449.4837 - logits_profile_predictions_loss: 433.6418 - logcount_predictions_loss: 0.7368 281/2501 [==>...........................] - ETA: 5:07 - loss: 449.4852 - logits_profile_predictions_loss: 433.6433 - logcount_predictions_loss: 0.7368 282/2501 [==>...........................] - ETA: 5:07 - loss: 449.4866 - logits_profile_predictions_loss: 433.6448 - logcount_predictions_loss: 0.7368 283/2501 [==>...........................] - ETA: 5:07 - loss: 449.4873 - logits_profile_predictions_loss: 433.6454 - logcount_predictions_loss: 0.7368 284/2501 [==>...........................] - ETA: 5:07 - loss: 449.4880 - logits_profile_predictions_loss: 433.6461 - logcount_predictions_loss: 0.7368 285/2501 [==>...........................] - ETA: 5:07 - loss: 449.4902 - logits_profile_predictions_loss: 433.6482 - logcount_predictions_loss: 0.7368 286/2501 [==>...........................] - ETA: 5:07 - loss: 449.4929 - logits_profile_predictions_loss: 433.6506 - logcount_predictions_loss: 0.7369 287/2501 [==>...........................] - ETA: 5:07 - loss: 449.4957 - logits_profile_predictions_loss: 433.6532 - logcount_predictions_loss: 0.7369 288/2501 [==>...........................] - ETA: 5:06 - loss: 449.4986 - logits_profile_predictions_loss: 433.6559 - logcount_predictions_loss: 0.7369 289/2501 [==>...........................] - ETA: 5:06 - loss: 449.5009 - logits_profile_predictions_loss: 433.6578 - logcount_predictions_loss: 0.7369 290/2501 [==>...........................] - ETA: 5:06 - loss: 449.5029 - logits_profile_predictions_loss: 433.6596 - logcount_predictions_loss: 0.7369 291/2501 [==>...........................] - ETA: 5:06 - loss: 449.5053 - logits_profile_predictions_loss: 433.6617 - logcount_predictions_loss: 0.7369 292/2501 [==>...........................] - ETA: 5:06 - loss: 449.5078 - logits_profile_predictions_loss: 433.6640 - logcount_predictions_loss: 0.7369 293/2501 [==>...........................] - ETA: 5:06 - loss: 449.5103 - logits_profile_predictions_loss: 433.6661 - logcount_predictions_loss: 0.7369 294/2501 [==>...........................] - ETA: 5:06 - loss: 449.5126 - logits_profile_predictions_loss: 433.6682 - logcount_predictions_loss: 0.7370 295/2501 [==>...........................] - ETA: 5:05 - loss: 449.5147 - logits_profile_predictions_loss: 433.6700 - logcount_predictions_loss: 0.7370 296/2501 [==>...........................] - ETA: 5:05 - loss: 449.5166 - logits_profile_predictions_loss: 433.6717 - logcount_predictions_loss: 0.7370 297/2501 [==>...........................] - ETA: 5:05 - loss: 449.5189 - logits_profile_predictions_loss: 433.6737 - logcount_predictions_loss: 0.7370 298/2501 [==>...........................] - ETA: 5:05 - loss: 449.5202 - logits_profile_predictions_loss: 433.6748 - logcount_predictions_loss: 0.7370 299/2501 [==>...........................] - ETA: 5:05 - loss: 449.5218 - logits_profile_predictions_loss: 433.6762 - logcount_predictions_loss: 0.7370 300/2501 [==>...........................] - ETA: 5:05 - loss: 449.5232 - logits_profile_predictions_loss: 433.6773 - logcount_predictions_loss: 0.7370 301/2501 [==>...........................] - ETA: 5:05 - loss: 449.5249 - logits_profile_predictions_loss: 433.6787 - logcount_predictions_loss: 0.7370 302/2501 [==>...........................] - ETA: 5:04 - loss: 449.5278 - logits_profile_predictions_loss: 433.6813 - logcount_predictions_loss: 0.7371 303/2501 [==>...........................] - ETA: 5:04 - loss: 449.5298 - logits_profile_predictions_loss: 433.6830 - logcount_predictions_loss: 0.7371 304/2501 [==>...........................] - ETA: 5:04 - loss: 449.5325 - logits_profile_predictions_loss: 433.6853 - logcount_predictions_loss: 0.7371 305/2501 [==>...........................] - ETA: 5:04 - loss: 449.5351 - logits_profile_predictions_loss: 433.6875 - logcount_predictions_loss: 0.7371 306/2501 [==>...........................] - ETA: 5:04 - loss: 449.5375 - logits_profile_predictions_loss: 433.6896 - logcount_predictions_loss: 0.7371 307/2501 [==>...........................] - ETA: 5:04 - loss: 449.5398 - logits_profile_predictions_loss: 433.6916 - logcount_predictions_loss: 0.7371 308/2501 [==>...........................] - ETA: 5:04 - loss: 449.5418 - logits_profile_predictions_loss: 433.6933 - logcount_predictions_loss: 0.7371 309/2501 [==>...........................] - ETA: 5:04 - loss: 449.5437 - logits_profile_predictions_loss: 433.6948 - logcount_predictions_loss: 0.7372 310/2501 [==>...........................] - ETA: 5:03 - loss: 449.5458 - logits_profile_predictions_loss: 433.6964 - logcount_predictions_loss: 0.7372 311/2501 [==>...........................] - ETA: 5:03 - loss: 449.5492 - logits_profile_predictions_loss: 433.6994 - logcount_predictions_loss: 0.7372 312/2501 [==>...........................] - ETA: 5:03 - loss: 449.5532 - logits_profile_predictions_loss: 433.7031 - logcount_predictions_loss: 0.7372 313/2501 [==>...........................] - ETA: 5:03 - loss: 449.5567 - logits_profile_predictions_loss: 433.7063 - logcount_predictions_loss: 0.7372 314/2501 [==>...........................] - ETA: 5:03 - loss: 449.5605 - logits_profile_predictions_loss: 433.7097 - logcount_predictions_loss: 0.7373 315/2501 [==>...........................] - ETA: 5:03 - loss: 449.5641 - logits_profile_predictions_loss: 433.7129 - logcount_predictions_loss: 0.7373 316/2501 [==>...........................] - ETA: 5:03 - loss: 449.5673 - logits_profile_predictions_loss: 433.7158 - logcount_predictions_loss: 0.7373 317/2501 [==>...........................] - ETA: 5:02 - loss: 449.5702 - logits_profile_predictions_loss: 433.7183 - logcount_predictions_loss: 0.7373 318/2501 [==>...........................] - ETA: 5:02 - loss: 449.5734 - logits_profile_predictions_loss: 433.7210 - logcount_predictions_loss: 0.7373 319/2501 [==>...........................] - ETA: 5:02 - loss: 449.5768 - logits_profile_predictions_loss: 433.7240 - logcount_predictions_loss: 0.7373 320/2501 [==>...........................] - ETA: 5:02 - loss: 449.5810 - logits_profile_predictions_loss: 433.7277 - logcount_predictions_loss: 0.7374 321/2501 [==>...........................] - ETA: 5:02 - loss: 449.5854 - logits_profile_predictions_loss: 433.7317 - logcount_predictions_loss: 0.7374 322/2501 [==>...........................] - ETA: 5:02 - loss: 449.5893 - logits_profile_predictions_loss: 433.7352 - logcount_predictions_loss: 0.7374 323/2501 [==>...........................] - ETA: 5:02 - loss: 449.5930 - logits_profile_predictions_loss: 433.7385 - logcount_predictions_loss: 0.7374 324/2501 [==>...........................] - ETA: 5:01 - loss: 449.5958 - logits_profile_predictions_loss: 433.7410 - logcount_predictions_loss: 0.7374 325/2501 [==>...........................] - ETA: 5:01 - loss: 449.5989 - logits_profile_predictions_loss: 433.7436 - logcount_predictions_loss: 0.7375 326/2501 [==>...........................] - ETA: 5:01 - loss: 449.6027 - logits_profile_predictions_loss: 433.7469 - logcount_predictions_loss: 0.7375 327/2501 [==>...........................] - ETA: 5:01 - loss: 449.6075 - logits_profile_predictions_loss: 433.7514 - logcount_predictions_loss: 0.7375 328/2501 [==>...........................] - ETA: 5:01 - loss: 449.6123 - logits_profile_predictions_loss: 433.7557 - logcount_predictions_loss: 0.7375 329/2501 [==>...........................] - ETA: 5:01 - loss: 449.6167 - logits_profile_predictions_loss: 433.7596 - logcount_predictions_loss: 0.7375 330/2501 [==>...........................] - ETA: 5:01 - loss: 449.6209 - logits_profile_predictions_loss: 433.7633 - logcount_predictions_loss: 0.7376 331/2501 [==>...........................] - ETA: 5:00 - loss: 449.6255 - logits_profile_predictions_loss: 433.7675 - logcount_predictions_loss: 0.7376 332/2501 [==>...........................] - ETA: 5:00 - loss: 449.6302 - logits_profile_predictions_loss: 433.7718 - logcount_predictions_loss: 0.7376 333/2501 [==>...........................] - ETA: 5:00 - loss: 449.6351 - logits_profile_predictions_loss: 433.7763 - logcount_predictions_loss: 0.7376 334/2501 [===>..........................] - ETA: 5:00 - loss: 449.6397 - logits_profile_predictions_loss: 433.7805 - logcount_predictions_loss: 0.7376 335/2501 [===>..........................] - ETA: 5:00 - loss: 449.6444 - logits_profile_predictions_loss: 433.7848 - logcount_predictions_loss: 0.7377 336/2501 [===>..........................] - ETA: 5:00 - loss: 449.6496 - logits_profile_predictions_loss: 433.7896 - logcount_predictions_loss: 0.7377 337/2501 [===>..........................] - ETA: 5:00 - loss: 449.6548 - logits_profile_predictions_loss: 433.7945 - logcount_predictions_loss: 0.7377 338/2501 [===>..........................] - ETA: 4:59 - loss: 449.6600 - logits_profile_predictions_loss: 433.7995 - logcount_predictions_loss: 0.7377 339/2501 [===>..........................] - ETA: 4:59 - loss: 449.6652 - logits_profile_predictions_loss: 433.8043 - logcount_predictions_loss: 0.7377 340/2501 [===>..........................] - ETA: 4:59 - loss: 449.6698 - logits_profile_predictions_loss: 433.8087 - logcount_predictions_loss: 0.7377 341/2501 [===>..........................] - ETA: 4:59 - loss: 449.6744 - logits_profile_predictions_loss: 433.8130 - logcount_predictions_loss: 0.7377 342/2501 [===>..........................] - ETA: 4:59 - loss: 449.6792 - logits_profile_predictions_loss: 433.8175 - logcount_predictions_loss: 0.7378 343/2501 [===>..........................] - ETA: 4:59 - loss: 449.6838 - logits_profile_predictions_loss: 433.8217 - logcount_predictions_loss: 0.7378 344/2501 [===>..........................] - ETA: 4:59 - loss: 449.6885 - logits_profile_predictions_loss: 433.8261 - logcount_predictions_loss: 0.7378 345/2501 [===>..........................] - ETA: 4:59 - loss: 449.6936 - logits_profile_predictions_loss: 433.8309 - logcount_predictions_loss: 0.7378 346/2501 [===>..........................] - ETA: 4:58 - loss: 449.6996 - logits_profile_predictions_loss: 433.8366 - logcount_predictions_loss: 0.7378 347/2501 [===>..........................] - ETA: 4:58 - loss: 449.7053 - logits_profile_predictions_loss: 433.8421 - logcount_predictions_loss: 0.7378 348/2501 [===>..........................] - ETA: 4:58 - loss: 449.7109 - logits_profile_predictions_loss: 433.8475 - logcount_predictions_loss: 0.7378 349/2501 [===>..........................] - ETA: 4:58 - loss: 449.7162 - logits_profile_predictions_loss: 433.8527 - logcount_predictions_loss: 0.7378 350/2501 [===>..........................] - ETA: 4:58 - loss: 449.7223 - logits_profile_predictions_loss: 433.8585 - logcount_predictions_loss: 0.7379 351/2501 [===>..........................] - ETA: 4:58 - loss: 449.7285 - logits_profile_predictions_loss: 433.8646 - logcount_predictions_loss: 0.7379 352/2501 [===>..........................] - ETA: 4:58 - loss: 449.7348 - logits_profile_predictions_loss: 433.8707 - logcount_predictions_loss: 0.7379 353/2501 [===>..........................] - ETA: 4:57 - loss: 449.7412 - logits_profile_predictions_loss: 433.8769 - logcount_predictions_loss: 0.7379 354/2501 [===>..........................] - ETA: 4:57 - loss: 449.7474 - logits_profile_predictions_loss: 433.8830 - logcount_predictions_loss: 0.7379 355/2501 [===>..........................] - ETA: 4:57 - loss: 449.7535 - logits_profile_predictions_loss: 433.8889 - logcount_predictions_loss: 0.7379 356/2501 [===>..........................] - ETA: 4:57 - loss: 449.7593 - logits_profile_predictions_loss: 433.8946 - logcount_predictions_loss: 0.7379 357/2501 [===>..........................] - ETA: 4:57 - loss: 449.7655 - logits_profile_predictions_loss: 433.9005 - logcount_predictions_loss: 0.7379 358/2501 [===>..........................] - ETA: 4:57 - loss: 449.7718 - logits_profile_predictions_loss: 433.9065 - logcount_predictions_loss: 0.7379 359/2501 [===>..........................] - ETA: 4:57 - loss: 449.7778 - logits_profile_predictions_loss: 433.9123 - logcount_predictions_loss: 0.7379 360/2501 [===>..........................] - ETA: 4:56 - loss: 449.7835 - logits_profile_predictions_loss: 433.9177 - logcount_predictions_loss: 0.7380 361/2501 [===>..........................] - ETA: 4:56 - loss: 449.7891 - logits_profile_predictions_loss: 433.9231 - logcount_predictions_loss: 0.7380 362/2501 [===>..........................] - ETA: 4:56 - loss: 449.7944 - logits_profile_predictions_loss: 433.9280 - logcount_predictions_loss: 0.7380 363/2501 [===>..........................] - ETA: 4:56 - loss: 449.8000 - logits_profile_predictions_loss: 433.9333 - logcount_predictions_loss: 0.7380 364/2501 [===>..........................] - ETA: 4:56 - loss: 449.8052 - logits_profile_predictions_loss: 433.9382 - logcount_predictions_loss: 0.7380 365/2501 [===>..........................] - ETA: 4:56 - loss: 449.8105 - logits_profile_predictions_loss: 433.9433 - logcount_predictions_loss: 0.7380 366/2501 [===>..........................] - ETA: 4:56 - loss: 449.8155 - logits_profile_predictions_loss: 433.9479 - logcount_predictions_loss: 0.7380 367/2501 [===>..........................] - ETA: 4:56 - loss: 449.8203 - logits_profile_predictions_loss: 433.9524 - logcount_predictions_loss: 0.7380 368/2501 [===>..........................] - ETA: 4:55 - loss: 449.8249 - logits_profile_predictions_loss: 433.9567 - logcount_predictions_loss: 0.7381 369/2501 [===>..........................] - ETA: 4:55 - loss: 449.8300 - logits_profile_predictions_loss: 433.9614 - logcount_predictions_loss: 0.7381 370/2501 [===>..........................] - ETA: 4:55 - loss: 449.8349 - logits_profile_predictions_loss: 433.9659 - logcount_predictions_loss: 0.7381 371/2501 [===>..........................] - ETA: 4:55 - loss: 449.8396 - logits_profile_predictions_loss: 433.9702 - logcount_predictions_loss: 0.7381 372/2501 [===>..........................] - ETA: 4:55 - loss: 449.8441 - logits_profile_predictions_loss: 433.9744 - logcount_predictions_loss: 0.7381 373/2501 [===>..........................] - ETA: 4:55 - loss: 449.8487 - logits_profile_predictions_loss: 433.9787 - logcount_predictions_loss: 0.7381 374/2501 [===>..........................] - ETA: 4:55 - loss: 449.8531 - logits_profile_predictions_loss: 433.9827 - logcount_predictions_loss: 0.7382 375/2501 [===>..........................] - ETA: 4:54 - loss: 449.8577 - logits_profile_predictions_loss: 433.9870 - logcount_predictions_loss: 0.7382 376/2501 [===>..........................] - ETA: 4:54 - loss: 449.8630 - logits_profile_predictions_loss: 433.9921 - logcount_predictions_loss: 0.7382 377/2501 [===>..........................] - ETA: 4:54 - loss: 449.8685 - logits_profile_predictions_loss: 433.9973 - logcount_predictions_loss: 0.7382 378/2501 [===>..........................] - ETA: 4:54 - loss: 449.8740 - logits_profile_predictions_loss: 434.0025 - logcount_predictions_loss: 0.7382 379/2501 [===>..........................] - ETA: 4:54 - loss: 449.8795 - logits_profile_predictions_loss: 434.0078 - logcount_predictions_loss: 0.7382 380/2501 [===>..........................] - ETA: 4:54 - loss: 449.8852 - logits_profile_predictions_loss: 434.0133 - logcount_predictions_loss: 0.7382 381/2501 [===>..........................] - ETA: 4:54 - loss: 449.8910 - logits_profile_predictions_loss: 434.0189 - logcount_predictions_loss: 0.7382 382/2501 [===>..........................] - ETA: 4:53 - loss: 449.8967 - logits_profile_predictions_loss: 434.0243 - logcount_predictions_loss: 0.7383 383/2501 [===>..........................] - ETA: 4:53 - loss: 449.9022 - logits_profile_predictions_loss: 434.0295 - logcount_predictions_loss: 0.7383 384/2501 [===>..........................] - ETA: 4:53 - loss: 449.9074 - logits_profile_predictions_loss: 434.0345 - logcount_predictions_loss: 0.7383 385/2501 [===>..........................] - ETA: 4:53 - loss: 449.9127 - logits_profile_predictions_loss: 434.0395 - logcount_predictions_loss: 0.7383 386/2501 [===>..........................] - ETA: 4:53 - loss: 449.9180 - logits_profile_predictions_loss: 434.0446 - logcount_predictions_loss: 0.7383 387/2501 [===>..........................] - ETA: 4:53 - loss: 449.9231 - logits_profile_predictions_loss: 434.0495 - logcount_predictions_loss: 0.7383 388/2501 [===>..........................] - ETA: 4:53 - loss: 449.9279 - logits_profile_predictions_loss: 434.0541 - logcount_predictions_loss: 0.7383 389/2501 [===>..........................] - ETA: 4:52 - loss: 449.9326 - logits_profile_predictions_loss: 434.0586 - logcount_predictions_loss: 0.7383 390/2501 [===>..........................] - ETA: 4:52 - loss: 449.9370 - logits_profile_predictions_loss: 434.0628 - logcount_predictions_loss: 0.7383 391/2501 [===>..........................] - ETA: 4:52 - loss: 449.9412 - logits_profile_predictions_loss: 434.0667 - logcount_predictions_loss: 0.7384 392/2501 [===>..........................] - ETA: 4:52 - loss: 449.9452 - logits_profile_predictions_loss: 434.0705 - logcount_predictions_loss: 0.7384 393/2501 [===>..........................] - ETA: 4:52 - loss: 449.9497 - logits_profile_predictions_loss: 434.0747 - logcount_predictions_loss: 0.7384 394/2501 [===>..........................] - ETA: 4:52 - loss: 449.9540 - logits_profile_predictions_loss: 434.0789 - logcount_predictions_loss: 0.7384 395/2501 [===>..........................] - ETA: 4:52 - loss: 449.9580 - logits_profile_predictions_loss: 434.0827 - logcount_predictions_loss: 0.7384 396/2501 [===>..........................] - ETA: 4:51 - loss: 449.9622 - logits_profile_predictions_loss: 434.0867 - logcount_predictions_loss: 0.7384 397/2501 [===>..........................] - ETA: 4:51 - loss: 449.9660 - logits_profile_predictions_loss: 434.0903 - logcount_predictions_loss: 0.7384 398/2501 [===>..........................] - ETA: 4:51 - loss: 449.9701 - logits_profile_predictions_loss: 434.0942 - logcount_predictions_loss: 0.7384 399/2501 [===>..........................] - ETA: 4:51 - loss: 449.9742 - logits_profile_predictions_loss: 434.0981 - logcount_predictions_loss: 0.7384 400/2501 [===>..........................] - ETA: 4:51 - loss: 449.9782 - logits_profile_predictions_loss: 434.1019 - logcount_predictions_loss: 0.7384 401/2501 [===>..........................] - ETA: 4:51 - loss: 449.9820 - logits_profile_predictions_loss: 434.1055 - logcount_predictions_loss: 0.7385 402/2501 [===>..........................] - ETA: 4:51 - loss: 449.9863 - logits_profile_predictions_loss: 434.1095 - logcount_predictions_loss: 0.7385 403/2501 [===>..........................] - ETA: 4:51 - loss: 449.9909 - logits_profile_predictions_loss: 434.1139 - logcount_predictions_loss: 0.7385 404/2501 [===>..........................] - ETA: 4:50 - loss: 449.9956 - logits_profile_predictions_loss: 434.1184 - logcount_predictions_loss: 0.7385 405/2501 [===>..........................] - ETA: 4:50 - loss: 450.0001 - logits_profile_predictions_loss: 434.1227 - logcount_predictions_loss: 0.7385 406/2501 [===>..........................] - ETA: 4:50 - loss: 450.0045 - logits_profile_predictions_loss: 434.1268 - logcount_predictions_loss: 0.7385 407/2501 [===>..........................] - ETA: 4:50 - loss: 450.0088 - logits_profile_predictions_loss: 434.1309 - logcount_predictions_loss: 0.7385 408/2501 [===>..........................] - ETA: 4:50 - loss: 450.0130 - logits_profile_predictions_loss: 434.1349 - logcount_predictions_loss: 0.7385 409/2501 [===>..........................] - ETA: 4:50 - loss: 450.0170 - logits_profile_predictions_loss: 434.1387 - logcount_predictions_loss: 0.7385 410/2501 [===>..........................] - ETA: 4:50 - loss: 450.0212 - logits_profile_predictions_loss: 434.1426 - logcount_predictions_loss: 0.7385 411/2501 [===>..........................] - ETA: 4:49 - loss: 450.0251 - logits_profile_predictions_loss: 434.1463 - logcount_predictions_loss: 0.7386 412/2501 [===>..........................] - ETA: 4:49 - loss: 450.0292 - logits_profile_predictions_loss: 434.1500 - logcount_predictions_loss: 0.7386 413/2501 [===>..........................] - ETA: 4:49 - loss: 450.0333 - logits_profile_predictions_loss: 434.1539 - logcount_predictions_loss: 0.7386 414/2501 [===>..........................] - ETA: 4:49 - loss: 450.0376 - logits_profile_predictions_loss: 434.1579 - logcount_predictions_loss: 0.7386 415/2501 [===>..........................] - ETA: 4:49 - loss: 450.0424 - logits_profile_predictions_loss: 434.1625 - logcount_predictions_loss: 0.7386 416/2501 [===>..........................] - ETA: 4:49 - loss: 450.0471 - logits_profile_predictions_loss: 434.1668 - logcount_predictions_loss: 0.7386 417/2501 [====>.........................] - ETA: 4:49 - loss: 450.0515 - logits_profile_predictions_loss: 434.1710 - logcount_predictions_loss: 0.7386 418/2501 [====>.........................] - ETA: 4:48 - loss: 450.0558 - logits_profile_predictions_loss: 434.1750 - logcount_predictions_loss: 0.7386 419/2501 [====>.........................] - ETA: 4:48 - loss: 450.0601 - logits_profile_predictions_loss: 434.1790 - logcount_predictions_loss: 0.7387 420/2501 [====>.........................] - ETA: 4:48 - loss: 450.0645 - logits_profile_predictions_loss: 434.1832 - logcount_predictions_loss: 0.7387 421/2501 [====>.........................] - ETA: 4:48 - loss: 450.0684 - logits_profile_predictions_loss: 434.1868 - logcount_predictions_loss: 0.7387 422/2501 [====>.........................] - ETA: 4:48 - loss: 450.0719 - logits_profile_predictions_loss: 434.1902 - logcount_predictions_loss: 0.7387 423/2501 [====>.........................] - ETA: 4:48 - loss: 450.0753 - logits_profile_predictions_loss: 434.1934 - logcount_predictions_loss: 0.7387 424/2501 [====>.........................] - ETA: 4:48 - loss: 450.0787 - logits_profile_predictions_loss: 434.1965 - logcount_predictions_loss: 0.7387 425/2501 [====>.........................] - ETA: 4:47 - loss: 450.0816 - logits_profile_predictions_loss: 434.1993 - logcount_predictions_loss: 0.7387 426/2501 [====>.........................] - ETA: 4:47 - loss: 450.0846 - logits_profile_predictions_loss: 434.2021 - logcount_predictions_loss: 0.7387 427/2501 [====>.........................] - ETA: 4:47 - loss: 450.0873 - logits_profile_predictions_loss: 434.2047 - logcount_predictions_loss: 0.7387 428/2501 [====>.........................] - ETA: 4:47 - loss: 450.0903 - logits_profile_predictions_loss: 434.2075 - logcount_predictions_loss: 0.7387 429/2501 [====>.........................] - ETA: 4:47 - loss: 450.0931 - logits_profile_predictions_loss: 434.2102 - logcount_predictions_loss: 0.7387 430/2501 [====>.........................] - ETA: 4:47 - loss: 450.0960 - logits_profile_predictions_loss: 434.2129 - logcount_predictions_loss: 0.7388 431/2501 [====>.........................] - ETA: 4:47 - loss: 450.0989 - logits_profile_predictions_loss: 434.2157 - logcount_predictions_loss: 0.7388 432/2501 [====>.........................] - ETA: 4:47 - loss: 450.1018 - logits_profile_predictions_loss: 434.2185 - logcount_predictions_loss: 0.7388 433/2501 [====>.........................] - ETA: 4:46 - loss: 450.1047 - logits_profile_predictions_loss: 434.2213 - logcount_predictions_loss: 0.7388 434/2501 [====>.........................] - ETA: 4:46 - loss: 450.1074 - logits_profile_predictions_loss: 434.2239 - logcount_predictions_loss: 0.7388 435/2501 [====>.........................] - ETA: 4:46 - loss: 450.1100 - logits_profile_predictions_loss: 434.2264 - logcount_predictions_loss: 0.7388 436/2501 [====>.........................] - ETA: 4:46 - loss: 450.1126 - logits_profile_predictions_loss: 434.2290 - logcount_predictions_loss: 0.7388 437/2501 [====>.........................] - ETA: 4:46 - loss: 450.1155 - logits_profile_predictions_loss: 434.2318 - logcount_predictions_loss: 0.7388 438/2501 [====>.........................] - ETA: 4:46 - loss: 450.1184 - logits_profile_predictions_loss: 434.2347 - logcount_predictions_loss: 0.7388 439/2501 [====>.........................] - ETA: 4:46 - loss: 450.1214 - logits_profile_predictions_loss: 434.2376 - logcount_predictions_loss: 0.7388 440/2501 [====>.........................] - ETA: 4:45 - loss: 450.1242 - logits_profile_predictions_loss: 434.2403 - logcount_predictions_loss: 0.7388 441/2501 [====>.........................] - ETA: 4:45 - loss: 450.1273 - logits_profile_predictions_loss: 434.2434 - logcount_predictions_loss: 0.7388 442/2501 [====>.........................] - ETA: 4:45 - loss: 450.1307 - logits_profile_predictions_loss: 434.2466 - logcount_predictions_loss: 0.7388 443/2501 [====>.........................] - ETA: 4:45 - loss: 450.1343 - logits_profile_predictions_loss: 434.2501 - logcount_predictions_loss: 0.7388 444/2501 [====>.........................] - ETA: 4:45 - loss: 450.1380 - logits_profile_predictions_loss: 434.2536 - logcount_predictions_loss: 0.7388 445/2501 [====>.........................] - ETA: 4:45 - loss: 450.1417 - logits_profile_predictions_loss: 434.2572 - logcount_predictions_loss: 0.7388 446/2501 [====>.........................] - ETA: 4:45 - loss: 450.1455 - logits_profile_predictions_loss: 434.2608 - logcount_predictions_loss: 0.7388 447/2501 [====>.........................] - ETA: 4:44 - loss: 450.1496 - logits_profile_predictions_loss: 434.2647 - logcount_predictions_loss: 0.7388 448/2501 [====>.........................] - ETA: 4:44 - loss: 450.1535 - logits_profile_predictions_loss: 434.2684 - logcount_predictions_loss: 0.7388 449/2501 [====>.........................] - ETA: 4:44 - loss: 450.1571 - logits_profile_predictions_loss: 434.2719 - logcount_predictions_loss: 0.7389 450/2501 [====>.........................] - ETA: 4:44 - loss: 450.1611 - logits_profile_predictions_loss: 434.2756 - logcount_predictions_loss: 0.7389 451/2501 [====>.........................] - ETA: 4:44 - loss: 450.1649 - logits_profile_predictions_loss: 434.2793 - logcount_predictions_loss: 0.7389 452/2501 [====>.........................] - ETA: 4:44 - loss: 450.1689 - logits_profile_predictions_loss: 434.2831 - logcount_predictions_loss: 0.7389 453/2501 [====>.........................] - ETA: 4:44 - loss: 450.1727 - logits_profile_predictions_loss: 434.2867 - logcount_predictions_loss: 0.7389 454/2501 [====>.........................] - ETA: 4:43 - loss: 450.1762 - logits_profile_predictions_loss: 434.2901 - logcount_predictions_loss: 0.7389 455/2501 [====>.........................] - ETA: 4:43 - loss: 450.1798 - logits_profile_predictions_loss: 434.2935 - logcount_predictions_loss: 0.7389 456/2501 [====>.........................] - ETA: 4:43 - loss: 450.1830 - logits_profile_predictions_loss: 434.2966 - logcount_predictions_loss: 0.7389 457/2501 [====>.........................] - ETA: 4:43 - loss: 450.1864 - logits_profile_predictions_loss: 434.2998 - logcount_predictions_loss: 0.7389 458/2501 [====>.........................] - ETA: 4:43 - loss: 450.1899 - logits_profile_predictions_loss: 434.3032 - logcount_predictions_loss: 0.7389 459/2501 [====>.........................] - ETA: 4:43 - loss: 450.1934 - logits_profile_predictions_loss: 434.3066 - logcount_predictions_loss: 0.7389 460/2501 [====>.........................] - ETA: 4:43 - loss: 450.1966 - logits_profile_predictions_loss: 434.3095 - logcount_predictions_loss: 0.7389 461/2501 [====>.........................] - ETA: 4:43 - loss: 450.1994 - logits_profile_predictions_loss: 434.3122 - logcount_predictions_loss: 0.7389 462/2501 [====>.........................] - ETA: 4:42 - loss: 450.2024 - logits_profile_predictions_loss: 434.3150 - logcount_predictions_loss: 0.7390 463/2501 [====>.........................] - ETA: 4:42 - loss: 450.2053 - logits_profile_predictions_loss: 434.3177 - logcount_predictions_loss: 0.7390 464/2501 [====>.........................] - ETA: 4:42 - loss: 450.2085 - logits_profile_predictions_loss: 434.3207 - logcount_predictions_loss: 0.7390 465/2501 [====>.........................] - ETA: 4:42 - loss: 450.2115 - logits_profile_predictions_loss: 434.3235 - logcount_predictions_loss: 0.7390 466/2501 [====>.........................] - ETA: 4:42 - loss: 450.2145 - logits_profile_predictions_loss: 434.3263 - logcount_predictions_loss: 0.7390 467/2501 [====>.........................] - ETA: 4:42 - loss: 450.2177 - logits_profile_predictions_loss: 434.3293 - logcount_predictions_loss: 0.7390 468/2501 [====>.........................] - ETA: 4:42 - loss: 450.2211 - logits_profile_predictions_loss: 434.3325 - logcount_predictions_loss: 0.7390 469/2501 [====>.........................] - ETA: 4:41 - loss: 450.2244 - logits_profile_predictions_loss: 434.3357 - logcount_predictions_loss: 0.7390 470/2501 [====>.........................] - ETA: 4:41 - loss: 450.2280 - logits_profile_predictions_loss: 434.3390 - logcount_predictions_loss: 0.7390 471/2501 [====>.........................] - ETA: 4:41 - loss: 450.2317 - logits_profile_predictions_loss: 434.3426 - logcount_predictions_loss: 0.7390 472/2501 [====>.........................] - ETA: 4:41 - loss: 450.2353 - logits_profile_predictions_loss: 434.3460 - logcount_predictions_loss: 0.7390 473/2501 [====>.........................] - ETA: 4:41 - loss: 450.2389 - logits_profile_predictions_loss: 434.3494 - logcount_predictions_loss: 0.7391 474/2501 [====>.........................] - ETA: 4:41 - loss: 450.2425 - logits_profile_predictions_loss: 434.3528 - logcount_predictions_loss: 0.7391 475/2501 [====>.........................] - ETA: 4:41 - loss: 450.2460 - logits_profile_predictions_loss: 434.3561 - logcount_predictions_loss: 0.7391 476/2501 [====>.........................] - ETA: 4:40 - loss: 450.2498 - logits_profile_predictions_loss: 434.3597 - logcount_predictions_loss: 0.7391 477/2501 [====>.........................] - ETA: 4:40 - loss: 450.2534 - logits_profile_predictions_loss: 434.3632 - logcount_predictions_loss: 0.7391 478/2501 [====>.........................] - ETA: 4:40 - loss: 450.2570 - logits_profile_predictions_loss: 434.3667 - logcount_predictions_loss: 0.7391 479/2501 [====>.........................] - ETA: 4:40 - loss: 450.2605 - logits_profile_predictions_loss: 434.3700 - logcount_predictions_loss: 0.7391 480/2501 [====>.........................] - ETA: 4:40 - loss: 450.2639 - logits_profile_predictions_loss: 434.3732 - logcount_predictions_loss: 0.7391 481/2501 [====>.........................] - ETA: 4:40 - loss: 450.2676 - logits_profile_predictions_loss: 434.3768 - logcount_predictions_loss: 0.7391 482/2501 [====>.........................] - ETA: 4:40 - loss: 450.2713 - logits_profile_predictions_loss: 434.3803 - logcount_predictions_loss: 0.7391 483/2501 [====>.........................] - ETA: 4:39 - loss: 450.2754 - logits_profile_predictions_loss: 434.3843 - logcount_predictions_loss: 0.7391 484/2501 [====>.........................] - ETA: 4:39 - loss: 450.2794 - logits_profile_predictions_loss: 434.3881 - logcount_predictions_loss: 0.7391 485/2501 [====>.........................] - ETA: 4:39 - loss: 450.2833 - logits_profile_predictions_loss: 434.3919 - logcount_predictions_loss: 0.7391 486/2501 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[============================>.] - ETA: 6s - loss: 454.2846 - logits_profile_predictions_loss: 438.5093 - logcount_predictions_loss: 0.7338 2457/2501 [============================>.] - ETA: 6s - loss: 454.2857 - logits_profile_predictions_loss: 438.5104 - logcount_predictions_loss: 0.7338 2458/2501 [============================>.] - ETA: 5s - loss: 454.2868 - logits_profile_predictions_loss: 438.5115 - logcount_predictions_loss: 0.7338 2459/2501 [============================>.] - ETA: 5s - loss: 454.2879 - logits_profile_predictions_loss: 438.5126 - logcount_predictions_loss: 0.7338 2460/2501 [============================>.] - ETA: 5s - loss: 454.2890 - logits_profile_predictions_loss: 438.5137 - logcount_predictions_loss: 0.7338 2461/2501 [============================>.] - ETA: 5s - loss: 454.2901 - logits_profile_predictions_loss: 438.5148 - logcount_predictions_loss: 0.7338 2462/2501 [============================>.] - ETA: 5s - loss: 454.2911 - logits_profile_predictions_loss: 438.5159 - logcount_predictions_loss: 0.7338 2463/2501 [============================>.] - ETA: 5s - loss: 454.2922 - logits_profile_predictions_loss: 438.5170 - logcount_predictions_loss: 0.7338 2464/2501 [============================>.] - ETA: 5s - loss: 454.2933 - logits_profile_predictions_loss: 438.5181 - logcount_predictions_loss: 0.7337 2465/2501 [============================>.] - ETA: 4s - loss: 454.2944 - logits_profile_predictions_loss: 438.5192 - logcount_predictions_loss: 0.7337 2466/2501 [============================>.] - ETA: 4s - loss: 454.2955 - logits_profile_predictions_loss: 438.5204 - logcount_predictions_loss: 0.7337 2467/2501 [============================>.] - ETA: 4s - loss: 454.2966 - logits_profile_predictions_loss: 438.5215 - logcount_predictions_loss: 0.7337 2468/2501 [============================>.] - ETA: 4s - loss: 454.2977 - logits_profile_predictions_loss: 438.5226 - logcount_predictions_loss: 0.7337 2469/2501 [============================>.] - ETA: 4s - 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[============================>.] - ETA: 1s - loss: 454.3198 - logits_profile_predictions_loss: 438.5450 - logcount_predictions_loss: 0.7337 2490/2501 [============================>.] - ETA: 1s - loss: 454.3208 - logits_profile_predictions_loss: 438.5460 - logcount_predictions_loss: 0.7337 2491/2501 [============================>.] - ETA: 1s - loss: 454.3218 - logits_profile_predictions_loss: 438.5471 - logcount_predictions_loss: 0.7337 2492/2501 [============================>.] - ETA: 1s - loss: 454.3228 - logits_profile_predictions_loss: 438.5481 - logcount_predictions_loss: 0.7337 2493/2501 [============================>.] - ETA: 1s - loss: 454.3239 - logits_profile_predictions_loss: 438.5492 - logcount_predictions_loss: 0.7337 2494/2501 [============================>.] - ETA: 0s - loss: 454.3249 - logits_profile_predictions_loss: 438.5502 - logcount_predictions_loss: 0.7337 2495/2501 [============================>.] - ETA: 0s - loss: 454.3259 - logits_profile_predictions_loss: 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147ms/step - loss: 454.3332 - logits_profile_predictions_loss: 438.5587 - logcount_predictions_loss: 0.7337 - val_loss: 545.8103 - val_logits_profile_predictions_loss: 527.1923 - val_logcount_predictions_loss: 0.8659 Epoch 00008: val_loss improved from 545.94531 to 545.81030, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 9/50 1/2501 [..............................] - ETA: 6:55 - loss: 409.2823 - logits_profile_predictions_loss: 395.4059 - logcount_predictions_loss: 0.6454 2/2501 [..............................] - ETA: 6:09 - loss: 411.6235 - logits_profile_predictions_loss: 396.6381 - logcount_predictions_loss: 0.6970 3/2501 [..............................] - ETA: 5:57 - loss: 413.0365 - logits_profile_predictions_loss: 397.8408 - logcount_predictions_loss: 0.7068 4/2501 [..............................] - ETA: 5:53 - loss: 416.1066 - logits_profile_predictions_loss: 401.0377 - 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[..............................] - ETA: 5:45 - loss: 436.4704 - logits_profile_predictions_loss: 422.1295 - logcount_predictions_loss: 0.6670 19/2501 [..............................] - ETA: 5:45 - loss: 436.9654 - logits_profile_predictions_loss: 422.6457 - logcount_predictions_loss: 0.6660 20/2501 [..............................] - ETA: 5:44 - loss: 437.4427 - logits_profile_predictions_loss: 423.1375 - logcount_predictions_loss: 0.6654 21/2501 [..............................] - ETA: 5:44 - loss: 438.0802 - logits_profile_predictions_loss: 423.7854 - logcount_predictions_loss: 0.6649 22/2501 [..............................] - ETA: 5:44 - loss: 438.5636 - logits_profile_predictions_loss: 424.2787 - logcount_predictions_loss: 0.6644 23/2501 [..............................] - ETA: 5:44 - loss: 438.8796 - logits_profile_predictions_loss: 424.5959 - logcount_predictions_loss: 0.6644 24/2501 [..............................] - ETA: 5:44 - loss: 439.1024 - logits_profile_predictions_loss: 424.8177 - logcount_predictions_loss: 0.6644 25/2501 [..............................] - ETA: 5:43 - loss: 439.4007 - logits_profile_predictions_loss: 425.1215 - logcount_predictions_loss: 0.6642 26/2501 [..............................] - ETA: 5:43 - loss: 439.6001 - logits_profile_predictions_loss: 425.3274 - logcount_predictions_loss: 0.6638 27/2501 [..............................] - ETA: 5:43 - loss: 439.8171 - logits_profile_predictions_loss: 425.5535 - logcount_predictions_loss: 0.6634 28/2501 [..............................] - ETA: 5:43 - loss: 440.0096 - logits_profile_predictions_loss: 425.7570 - logcount_predictions_loss: 0.6629 29/2501 [..............................] - ETA: 5:43 - loss: 440.2262 - logits_profile_predictions_loss: 425.9777 - logcount_predictions_loss: 0.6627 30/2501 [..............................] - ETA: 5:43 - loss: 440.4867 - logits_profile_predictions_loss: 426.2335 - logcount_predictions_loss: 0.6629 31/2501 [..............................] - ETA: 5:43 - 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38/2501 [..............................] - ETA: 5:42 - loss: 442.2596 - logits_profile_predictions_loss: 428.0024 - logcount_predictions_loss: 0.6631 39/2501 [..............................] - ETA: 5:41 - loss: 442.5034 - logits_profile_predictions_loss: 428.2417 - logcount_predictions_loss: 0.6633 40/2501 [..............................] - ETA: 5:41 - loss: 442.7236 - logits_profile_predictions_loss: 428.4568 - logcount_predictions_loss: 0.6636 41/2501 [..............................] - ETA: 5:41 - loss: 442.9372 - logits_profile_predictions_loss: 428.6656 - logcount_predictions_loss: 0.6638 42/2501 [..............................] - ETA: 5:41 - loss: 443.1518 - logits_profile_predictions_loss: 428.8739 - logcount_predictions_loss: 0.6641 43/2501 [..............................] - ETA: 5:41 - loss: 443.3408 - logits_profile_predictions_loss: 429.0585 - logcount_predictions_loss: 0.6643 44/2501 [..............................] - ETA: 5:41 - loss: 443.5161 - 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[..............................] - ETA: 5:40 - loss: 444.6570 - logits_profile_predictions_loss: 430.3184 - logcount_predictions_loss: 0.6669 52/2501 [..............................] - ETA: 5:40 - loss: 444.8088 - logits_profile_predictions_loss: 430.4638 - logcount_predictions_loss: 0.6672 53/2501 [..............................] - ETA: 5:39 - loss: 444.9563 - logits_profile_predictions_loss: 430.6060 - logcount_predictions_loss: 0.6675 54/2501 [..............................] - ETA: 5:39 - loss: 445.1320 - logits_profile_predictions_loss: 430.7783 - logcount_predictions_loss: 0.6676 55/2501 [..............................] - ETA: 5:39 - loss: 445.3094 - logits_profile_predictions_loss: 430.9515 - logcount_predictions_loss: 0.6678 56/2501 [..............................] - ETA: 5:39 - loss: 445.4752 - logits_profile_predictions_loss: 431.1144 - logcount_predictions_loss: 0.6679 57/2501 [..............................] - ETA: 5:39 - loss: 445.6155 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 453.4090 - logits_profile_predictions_loss: 438.6333 - logcount_predictions_loss: 0.6872 2498/2501 [============================>.] - ETA: 0s - loss: 453.4094 - logits_profile_predictions_loss: 438.6337 - logcount_predictions_loss: 0.6872 2499/2501 [============================>.] - ETA: 0s - loss: 453.4099 - logits_profile_predictions_loss: 438.6341 - logcount_predictions_loss: 0.6873 2500/2501 [============================>.] - ETA: 0s - loss: 453.4103 - logits_profile_predictions_loss: 438.6345 - logcount_predictions_loss: 0.6873 2501/2501 [==============================] - ETA: 0s - loss: 453.4108 - logits_profile_predictions_loss: 438.6350 - logcount_predictions_loss: 0.6873 2501/2501 [==============================] - 367s 147ms/step - loss: 453.4112 - logits_profile_predictions_loss: 438.6354 - logcount_predictions_loss: 0.6873 - val_loss: 545.6107 - val_logits_profile_predictions_loss: 526.3365 - val_logcount_predictions_loss: 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[..............................] - ETA: 5:43 - loss: 463.9932 - logits_profile_predictions_loss: 451.2356 - logcount_predictions_loss: 0.5934 27/2501 [..............................] - ETA: 5:43 - loss: 463.6633 - logits_profile_predictions_loss: 450.8941 - logcount_predictions_loss: 0.5939 28/2501 [..............................] - ETA: 5:43 - loss: 463.3227 - logits_profile_predictions_loss: 450.5416 - logcount_predictions_loss: 0.5945 29/2501 [..............................] - ETA: 5:42 - loss: 462.9288 - logits_profile_predictions_loss: 450.1368 - logcount_predictions_loss: 0.5950 30/2501 [..............................] - ETA: 5:42 - loss: 462.5804 - logits_profile_predictions_loss: 449.7809 - logcount_predictions_loss: 0.5953 31/2501 [..............................] - ETA: 5:42 - loss: 462.2390 - logits_profile_predictions_loss: 449.4324 - logcount_predictions_loss: 0.5957 32/2501 [..............................] - ETA: 5:42 - loss: 461.9005 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:38 - loss: 456.9111 - logits_profile_predictions_loss: 443.9845 - logcount_predictions_loss: 0.6012 60/2501 [..............................] - ETA: 5:38 - loss: 456.7751 - logits_profile_predictions_loss: 443.8456 - logcount_predictions_loss: 0.6014 61/2501 [..............................] - ETA: 5:38 - loss: 456.6380 - logits_profile_predictions_loss: 443.7063 - logcount_predictions_loss: 0.6015 62/2501 [..............................] - ETA: 5:38 - loss: 456.4949 - logits_profile_predictions_loss: 443.5612 - logcount_predictions_loss: 0.6016 63/2501 [..............................] - ETA: 5:38 - loss: 456.3506 - logits_profile_predictions_loss: 443.4145 - logcount_predictions_loss: 0.6017 64/2501 [..............................] - ETA: 5:37 - loss: 456.2136 - logits_profile_predictions_loss: 443.2744 - logcount_predictions_loss: 0.6018 65/2501 [..............................] - ETA: 5:37 - loss: 456.0857 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:40 - loss: 451.0116 - logits_profile_predictions_loss: 437.3178 - logcount_predictions_loss: 0.6369 477/2501 [====>.........................] - ETA: 4:40 - loss: 451.0127 - logits_profile_predictions_loss: 437.3183 - logcount_predictions_loss: 0.6369 478/2501 [====>.........................] - ETA: 4:40 - loss: 451.0136 - logits_profile_predictions_loss: 437.3186 - logcount_predictions_loss: 0.6370 479/2501 [====>.........................] - ETA: 4:40 - loss: 451.0146 - logits_profile_predictions_loss: 437.3190 - logcount_predictions_loss: 0.6370 480/2501 [====>.........................] - ETA: 4:40 - loss: 451.0155 - logits_profile_predictions_loss: 437.3194 - logcount_predictions_loss: 0.6370 481/2501 [====>.........................] - ETA: 4:39 - loss: 451.0164 - logits_profile_predictions_loss: 437.3197 - logcount_predictions_loss: 0.6371 482/2501 [====>.........................] - ETA: 4:39 - loss: 451.0172 - logits_profile_predictions_loss: 437.3200 - logcount_predictions_loss: 0.6371 483/2501 [====>.........................] - ETA: 4:39 - loss: 451.0182 - logits_profile_predictions_loss: 437.3204 - logcount_predictions_loss: 0.6371 484/2501 [====>.........................] - ETA: 4:39 - loss: 451.0194 - logits_profile_predictions_loss: 437.3210 - logcount_predictions_loss: 0.6371 485/2501 [====>.........................] - ETA: 4:39 - loss: 451.0207 - logits_profile_predictions_loss: 437.3218 - logcount_predictions_loss: 0.6372 486/2501 [====>.........................] - ETA: 4:39 - loss: 451.0220 - logits_profile_predictions_loss: 437.3224 - logcount_predictions_loss: 0.6372 487/2501 [====>.........................] - ETA: 4:39 - loss: 451.0234 - logits_profile_predictions_loss: 437.3233 - logcount_predictions_loss: 0.6372 488/2501 [====>.........................] - ETA: 4:39 - loss: 451.0251 - logits_profile_predictions_loss: 437.3244 - logcount_predictions_loss: 0.6372 489/2501 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[============================>.] - ETA: 5s - loss: 451.1093 - logits_profile_predictions_loss: 437.1060 - logcount_predictions_loss: 0.6513 2460/2501 [============================>.] - ETA: 5s - loss: 451.1096 - logits_profile_predictions_loss: 437.1063 - logcount_predictions_loss: 0.6513 2461/2501 [============================>.] - ETA: 5s - loss: 451.1099 - logits_profile_predictions_loss: 437.1065 - logcount_predictions_loss: 0.6513 2462/2501 [============================>.] - ETA: 5s - loss: 451.1101 - logits_profile_predictions_loss: 437.1068 - logcount_predictions_loss: 0.6513 2463/2501 [============================>.] - ETA: 5s - loss: 451.1104 - logits_profile_predictions_loss: 437.1070 - logcount_predictions_loss: 0.6513 2464/2501 [============================>.] - ETA: 5s - loss: 451.1107 - logits_profile_predictions_loss: 437.1073 - logcount_predictions_loss: 0.6513 2465/2501 [============================>.] - ETA: 4s - loss: 451.1109 - logits_profile_predictions_loss: 437.1075 - logcount_predictions_loss: 0.6513 2466/2501 [============================>.] - ETA: 4s - loss: 451.1112 - logits_profile_predictions_loss: 437.1078 - logcount_predictions_loss: 0.6513 2467/2501 [============================>.] - ETA: 4s - loss: 451.1114 - logits_profile_predictions_loss: 437.1081 - logcount_predictions_loss: 0.6513 2468/2501 [============================>.] - ETA: 4s - loss: 451.1117 - logits_profile_predictions_loss: 437.1083 - logcount_predictions_loss: 0.6513 2469/2501 [============================>.] - ETA: 4s - loss: 451.1120 - logits_profile_predictions_loss: 437.1086 - logcount_predictions_loss: 0.6513 2470/2501 [============================>.] - ETA: 4s - loss: 451.1122 - logits_profile_predictions_loss: 437.1088 - logcount_predictions_loss: 0.6513 2471/2501 [============================>.] - ETA: 4s - loss: 451.1125 - logits_profile_predictions_loss: 437.1091 - logcount_predictions_loss: 0.6513 2472/2501 [============================>.] - ETA: 4s - 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[============================>.] - ETA: 1s - loss: 451.1182 - logits_profile_predictions_loss: 437.1147 - logcount_predictions_loss: 0.6513 2493/2501 [============================>.] - ETA: 1s - loss: 451.1184 - logits_profile_predictions_loss: 437.1150 - logcount_predictions_loss: 0.6513 2494/2501 [============================>.] - ETA: 0s - loss: 451.1187 - logits_profile_predictions_loss: 437.1152 - logcount_predictions_loss: 0.6513 2495/2501 [============================>.] - ETA: 0s - loss: 451.1189 - logits_profile_predictions_loss: 437.1155 - logcount_predictions_loss: 0.6513 2496/2501 [============================>.] - ETA: 0s - loss: 451.1192 - logits_profile_predictions_loss: 437.1158 - logcount_predictions_loss: 0.6513 2497/2501 [============================>.] - ETA: 0s - loss: 451.1195 - logits_profile_predictions_loss: 437.1160 - logcount_predictions_loss: 0.6513 2498/2501 [============================>.] - ETA: 0s - loss: 451.1198 - logits_profile_predictions_loss: 437.1163 - logcount_predictions_loss: 0.6513 2499/2501 [============================>.] - ETA: 0s - loss: 451.1200 - logits_profile_predictions_loss: 437.1166 - logcount_predictions_loss: 0.6513 2500/2501 [============================>.] - ETA: 0s - loss: 451.1203 - logits_profile_predictions_loss: 437.1168 - logcount_predictions_loss: 0.6513 2501/2501 [==============================] - ETA: 0s - loss: 451.1205 - logits_profile_predictions_loss: 437.1171 - logcount_predictions_loss: 0.6513 2501/2501 [==============================] - 366s 147ms/step - loss: 451.1208 - logits_profile_predictions_loss: 437.1173 - logcount_predictions_loss: 0.6513 - val_loss: 546.6151 - val_logits_profile_predictions_loss: 528.1240 - val_logcount_predictions_loss: 0.8600 Epoch 00010: val_loss did not improve from 545.61066 Epoch 11/50 1/2501 [..............................] - ETA: 6:55 - loss: 448.2395 - logits_profile_predictions_loss: 433.4183 - logcount_predictions_loss: 0.6894 2/2501 [..............................] - ETA: 6:14 - loss: 432.9206 - logits_profile_predictions_loss: 418.6390 - logcount_predictions_loss: 0.6643 3/2501 [..............................] - ETA: 6:00 - loss: 434.8080 - logits_profile_predictions_loss: 420.7152 - logcount_predictions_loss: 0.6555 4/2501 [..............................] - ETA: 5:55 - loss: 436.9341 - logits_profile_predictions_loss: 423.0689 - logcount_predictions_loss: 0.6449 5/2501 [..............................] - ETA: 5:53 - loss: 435.7019 - logits_profile_predictions_loss: 422.0054 - logcount_predictions_loss: 0.6370 6/2501 [..............................] - ETA: 5:51 - loss: 435.7347 - logits_profile_predictions_loss: 422.0746 - logcount_predictions_loss: 0.6353 7/2501 [..............................] - ETA: 5:50 - loss: 435.3983 - logits_profile_predictions_loss: 421.7863 - logcount_predictions_loss: 0.6331 8/2501 [..............................] - ETA: 5:49 - loss: 435.2367 - logits_profile_predictions_loss: 421.7398 - logcount_predictions_loss: 0.6278 9/2501 [..............................] - ETA: 5:49 - loss: 434.9375 - logits_profile_predictions_loss: 421.5443 - logcount_predictions_loss: 0.6229 10/2501 [..............................] - ETA: 5:48 - loss: 434.6839 - logits_profile_predictions_loss: 421.3891 - logcount_predictions_loss: 0.6184 11/2501 [..............................] - ETA: 5:48 - loss: 434.6944 - logits_profile_predictions_loss: 421.4845 - logcount_predictions_loss: 0.6144 12/2501 [..............................] - ETA: 5:47 - loss: 434.7998 - logits_profile_predictions_loss: 421.6133 - logcount_predictions_loss: 0.6133 13/2501 [..............................] - ETA: 5:47 - loss: 434.9665 - logits_profile_predictions_loss: 421.7948 - logcount_predictions_loss: 0.6126 14/2501 [..............................] - ETA: 5:46 - loss: 435.2574 - logits_profile_predictions_loss: 422.0952 - logcount_predictions_loss: 0.6122 15/2501 [..............................] - ETA: 5:46 - loss: 435.3830 - logits_profile_predictions_loss: 422.2239 - logcount_predictions_loss: 0.6121 16/2501 [..............................] - ETA: 5:46 - loss: 435.5542 - logits_profile_predictions_loss: 422.3996 - logcount_predictions_loss: 0.6118 17/2501 [..............................] - ETA: 5:45 - loss: 435.7463 - logits_profile_predictions_loss: 422.5980 - logcount_predictions_loss: 0.6115 18/2501 [..............................] - ETA: 5:45 - loss: 435.8105 - logits_profile_predictions_loss: 422.6642 - logcount_predictions_loss: 0.6115 19/2501 [..............................] - ETA: 5:45 - loss: 435.8706 - logits_profile_predictions_loss: 422.7347 - logcount_predictions_loss: 0.6110 20/2501 [..............................] - ETA: 5:45 - loss: 435.9640 - logits_profile_predictions_loss: 422.8468 - logcount_predictions_loss: 0.6101 21/2501 [..............................] - ETA: 5:44 - loss: 436.0356 - logits_profile_predictions_loss: 422.9407 - logcount_predictions_loss: 0.6091 22/2501 [..............................] - ETA: 5:44 - loss: 436.1153 - logits_profile_predictions_loss: 423.0497 - logcount_predictions_loss: 0.6077 23/2501 [..............................] - ETA: 5:44 - loss: 436.2070 - logits_profile_predictions_loss: 423.1651 - logcount_predictions_loss: 0.6066 24/2501 [..............................] - ETA: 5:44 - loss: 436.4344 - logits_profile_predictions_loss: 423.3867 - logcount_predictions_loss: 0.6069 25/2501 [..............................] - ETA: 5:44 - loss: 436.6899 - logits_profile_predictions_loss: 423.6390 - logcount_predictions_loss: 0.6070 26/2501 [..............................] - ETA: 5:43 - loss: 436.9128 - logits_profile_predictions_loss: 423.8640 - logcount_predictions_loss: 0.6069 27/2501 [..............................] - ETA: 5:43 - loss: 437.0861 - logits_profile_predictions_loss: 424.0387 - logcount_predictions_loss: 0.6069 28/2501 [..............................] - ETA: 5:43 - loss: 437.1896 - logits_profile_predictions_loss: 424.1402 - logcount_predictions_loss: 0.6069 29/2501 [..............................] - ETA: 5:43 - loss: 437.2325 - logits_profile_predictions_loss: 424.1819 - logcount_predictions_loss: 0.6070 30/2501 [..............................] - ETA: 5:43 - loss: 437.2971 - logits_profile_predictions_loss: 424.2444 - logcount_predictions_loss: 0.6071 31/2501 [..............................] - ETA: 5:43 - loss: 437.4228 - logits_profile_predictions_loss: 424.3681 - logcount_predictions_loss: 0.6072 32/2501 [..............................] - ETA: 5:43 - loss: 437.4832 - logits_profile_predictions_loss: 424.4287 - logcount_predictions_loss: 0.6072 33/2501 [..............................] - ETA: 5:42 - loss: 437.5962 - logits_profile_predictions_loss: 424.5424 - logcount_predictions_loss: 0.6072 34/2501 [..............................] - ETA: 5:42 - loss: 437.7541 - logits_profile_predictions_loss: 424.6996 - logcount_predictions_loss: 0.6072 35/2501 [..............................] - ETA: 5:42 - loss: 437.8568 - logits_profile_predictions_loss: 424.8050 - logcount_predictions_loss: 0.6071 36/2501 [..............................] - ETA: 5:42 - loss: 437.9849 - logits_profile_predictions_loss: 424.9354 - logcount_predictions_loss: 0.6070 37/2501 [..............................] - ETA: 5:42 - loss: 438.1042 - logits_profile_predictions_loss: 425.0564 - logcount_predictions_loss: 0.6069 38/2501 [..............................] - ETA: 5:42 - loss: 438.2322 - logits_profile_predictions_loss: 425.1797 - logcount_predictions_loss: 0.6071 39/2501 [..............................] - ETA: 5:42 - loss: 438.3937 - logits_profile_predictions_loss: 425.3367 - logcount_predictions_loss: 0.6073 40/2501 [..............................] - ETA: 5:41 - loss: 438.5547 - logits_profile_predictions_loss: 425.4965 - logcount_predictions_loss: 0.6074 41/2501 [..............................] - ETA: 5:41 - loss: 438.7333 - logits_profile_predictions_loss: 425.6706 - logcount_predictions_loss: 0.6076 42/2501 [..............................] - ETA: 5:41 - loss: 438.8981 - logits_profile_predictions_loss: 425.8304 - logcount_predictions_loss: 0.6078 43/2501 [..............................] - ETA: 5:41 - loss: 439.0296 - logits_profile_predictions_loss: 425.9557 - logcount_predictions_loss: 0.6081 44/2501 [..............................] - ETA: 5:41 - loss: 439.1467 - logits_profile_predictions_loss: 426.0683 - logcount_predictions_loss: 0.6083 45/2501 [..............................] - ETA: 5:41 - loss: 439.2852 - logits_profile_predictions_loss: 426.2034 - logcount_predictions_loss: 0.6085 46/2501 [..............................] - ETA: 5:40 - loss: 439.3977 - logits_profile_predictions_loss: 426.3132 - logcount_predictions_loss: 0.6086 47/2501 [..............................] - ETA: 5:40 - loss: 439.4981 - logits_profile_predictions_loss: 426.4130 - logcount_predictions_loss: 0.6086 48/2501 [..............................] - ETA: 5:40 - loss: 439.5738 - logits_profile_predictions_loss: 426.4873 - logcount_predictions_loss: 0.6087 49/2501 [..............................] - ETA: 5:40 - loss: 439.6399 - logits_profile_predictions_loss: 426.5543 - logcount_predictions_loss: 0.6086 50/2501 [..............................] - ETA: 5:40 - loss: 439.7140 - logits_profile_predictions_loss: 426.6295 - logcount_predictions_loss: 0.6086 51/2501 [..............................] - ETA: 5:40 - loss: 439.7639 - logits_profile_predictions_loss: 426.6801 - logcount_predictions_loss: 0.6085 52/2501 [..............................] - ETA: 5:40 - loss: 439.8105 - logits_profile_predictions_loss: 426.7235 - logcount_predictions_loss: 0.6087 53/2501 [..............................] - ETA: 5:39 - loss: 439.8445 - logits_profile_predictions_loss: 426.7550 - logcount_predictions_loss: 0.6088 54/2501 [..............................] - ETA: 5:39 - loss: 439.9039 - logits_profile_predictions_loss: 426.8130 - logcount_predictions_loss: 0.6089 55/2501 [..............................] - ETA: 5:39 - loss: 439.9657 - logits_profile_predictions_loss: 426.8733 - logcount_predictions_loss: 0.6089 56/2501 [..............................] - ETA: 5:39 - loss: 440.0418 - logits_profile_predictions_loss: 426.9477 - logcount_predictions_loss: 0.6090 57/2501 [..............................] - ETA: 5:39 - loss: 440.0881 - logits_profile_predictions_loss: 426.9921 - logcount_predictions_loss: 0.6091 58/2501 [..............................] - ETA: 5:39 - loss: 440.1422 - logits_profile_predictions_loss: 427.0445 - logcount_predictions_loss: 0.6092 59/2501 [..............................] - ETA: 5:38 - loss: 440.2014 - logits_profile_predictions_loss: 427.1005 - logcount_predictions_loss: 0.6093 60/2501 [..............................] - ETA: 5:38 - loss: 440.2777 - logits_profile_predictions_loss: 427.1737 - logcount_predictions_loss: 0.6095 61/2501 [..............................] - ETA: 5:38 - loss: 440.3466 - logits_profile_predictions_loss: 427.2384 - logcount_predictions_loss: 0.6097 62/2501 [..............................] - ETA: 5:38 - loss: 440.4167 - logits_profile_predictions_loss: 427.3052 - logcount_predictions_loss: 0.6098 63/2501 [..............................] - ETA: 5:38 - loss: 440.4896 - logits_profile_predictions_loss: 427.3750 - logcount_predictions_loss: 0.6100 64/2501 [..............................] - ETA: 5:38 - loss: 440.5702 - logits_profile_predictions_loss: 427.4528 - logcount_predictions_loss: 0.6101 65/2501 [..............................] - ETA: 5:38 - loss: 440.6281 - logits_profile_predictions_loss: 427.5083 - logcount_predictions_loss: 0.6102 66/2501 [..............................] - ETA: 5:37 - loss: 440.6732 - logits_profile_predictions_loss: 427.5505 - logcount_predictions_loss: 0.6104 67/2501 [..............................] - ETA: 5:37 - loss: 440.7176 - logits_profile_predictions_loss: 427.5913 - logcount_predictions_loss: 0.6105 68/2501 [..............................] - ETA: 5:37 - 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[============================>.] - ETA: 4s - loss: 447.3115 - logits_profile_predictions_loss: 434.2199 - logcount_predictions_loss: 0.6089 2469/2501 [============================>.] - ETA: 4s - loss: 447.3121 - logits_profile_predictions_loss: 434.2205 - logcount_predictions_loss: 0.6089 2470/2501 [============================>.] - ETA: 4s - loss: 447.3127 - logits_profile_predictions_loss: 434.2210 - logcount_predictions_loss: 0.6089 2471/2501 [============================>.] - ETA: 4s - loss: 447.3134 - logits_profile_predictions_loss: 434.2216 - logcount_predictions_loss: 0.6089 2472/2501 [============================>.] - ETA: 4s - loss: 447.3140 - logits_profile_predictions_loss: 434.2222 - logcount_predictions_loss: 0.6089 2473/2501 [============================>.] - ETA: 3s - loss: 447.3146 - logits_profile_predictions_loss: 434.2228 - logcount_predictions_loss: 0.6089 2474/2501 [============================>.] - ETA: 3s - loss: 447.3153 - logits_profile_predictions_loss: 434.2233 - logcount_predictions_loss: 0.6089 2475/2501 [============================>.] - ETA: 3s - loss: 447.3159 - logits_profile_predictions_loss: 434.2239 - logcount_predictions_loss: 0.6089 2476/2501 [============================>.] - ETA: 3s - loss: 447.3165 - logits_profile_predictions_loss: 434.2245 - logcount_predictions_loss: 0.6089 2477/2501 [============================>.] - ETA: 3s - loss: 447.3171 - logits_profile_predictions_loss: 434.2250 - logcount_predictions_loss: 0.6089 2478/2501 [============================>.] - ETA: 3s - loss: 447.3178 - logits_profile_predictions_loss: 434.2256 - logcount_predictions_loss: 0.6089 2479/2501 [============================>.] - ETA: 3s - loss: 447.3184 - logits_profile_predictions_loss: 434.2262 - logcount_predictions_loss: 0.6089 2480/2501 [============================>.] - ETA: 2s - loss: 447.3191 - logits_profile_predictions_loss: 434.2268 - logcount_predictions_loss: 0.6089 2481/2501 [============================>.] - ETA: 2s - 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2488/2501 [============================>.] - ETA: 1s - loss: 447.3241 - logits_profile_predictions_loss: 434.2314 - logcount_predictions_loss: 0.6089 2489/2501 [============================>.] - ETA: 1s - loss: 447.3247 - logits_profile_predictions_loss: 434.2320 - logcount_predictions_loss: 0.6089 2490/2501 [============================>.] - ETA: 1s - loss: 447.3253 - logits_profile_predictions_loss: 434.2325 - logcount_predictions_loss: 0.6089 2491/2501 [============================>.] - ETA: 1s - loss: 447.3260 - logits_profile_predictions_loss: 434.2331 - logcount_predictions_loss: 0.6089 2492/2501 [============================>.] - ETA: 1s - loss: 447.3266 - logits_profile_predictions_loss: 434.2337 - logcount_predictions_loss: 0.6089 2493/2501 [============================>.] - ETA: 1s - loss: 447.3272 - logits_profile_predictions_loss: 434.2342 - logcount_predictions_loss: 0.6090 2494/2501 [============================>.] - ETA: 0s - loss: 447.3278 - logits_profile_predictions_loss: 434.2348 - logcount_predictions_loss: 0.6090 2495/2501 [============================>.] - ETA: 0s - loss: 447.3284 - logits_profile_predictions_loss: 434.2354 - logcount_predictions_loss: 0.6090 2496/2501 [============================>.] - ETA: 0s - loss: 447.3290 - logits_profile_predictions_loss: 434.2359 - logcount_predictions_loss: 0.6090 2497/2501 [============================>.] - ETA: 0s - loss: 447.3296 - logits_profile_predictions_loss: 434.2365 - logcount_predictions_loss: 0.6090 2498/2501 [============================>.] - ETA: 0s - loss: 447.3303 - logits_profile_predictions_loss: 434.2370 - logcount_predictions_loss: 0.6090 2499/2501 [============================>.] - ETA: 0s - loss: 447.3309 - logits_profile_predictions_loss: 434.2376 - logcount_predictions_loss: 0.6090 2500/2501 [============================>.] - ETA: 0s - loss: 447.3315 - logits_profile_predictions_loss: 434.2381 - logcount_predictions_loss: 0.6090 2501/2501 [==============================] - ETA: 0s - loss: 447.3321 - logits_profile_predictions_loss: 434.2387 - logcount_predictions_loss: 0.6090 2501/2501 [==============================] - 367s 147ms/step - loss: 447.3327 - logits_profile_predictions_loss: 434.2392 - logcount_predictions_loss: 0.6090 - val_loss: 547.4879 - val_logits_profile_predictions_loss: 528.9899 - val_logcount_predictions_loss: 0.8604 Epoch 00011: val_loss did not improve from 545.61066 Epoch 12/50 1/2501 [..............................] - ETA: 6:55 - loss: 448.2369 - logits_profile_predictions_loss: 430.3444 - logcount_predictions_loss: 0.8322 2/2501 [..............................] - ETA: 5:52 - loss: 449.2688 - logits_profile_predictions_loss: 433.5880 - logcount_predictions_loss: 0.7293 3/2501 [..............................] - ETA: 5:49 - loss: 444.8193 - logits_profile_predictions_loss: 430.0277 - logcount_predictions_loss: 0.6880 4/2501 [..............................] - ETA: 5:48 - loss: 442.8368 - logits_profile_predictions_loss: 428.5842 - logcount_predictions_loss: 0.6629 5/2501 [..............................] - ETA: 5:48 - loss: 444.0571 - logits_profile_predictions_loss: 430.1933 - logcount_predictions_loss: 0.6448 6/2501 [..............................] - ETA: 5:47 - loss: 445.2561 - logits_profile_predictions_loss: 431.5265 - logcount_predictions_loss: 0.6386 7/2501 [..............................] - ETA: 5:47 - loss: 447.2778 - logits_profile_predictions_loss: 433.7032 - logcount_predictions_loss: 0.6314 8/2501 [..............................] - ETA: 5:47 - loss: 448.8400 - logits_profile_predictions_loss: 435.2880 - logcount_predictions_loss: 0.6303 9/2501 [..............................] - ETA: 5:46 - loss: 450.0853 - logits_profile_predictions_loss: 436.6099 - logcount_predictions_loss: 0.6268 10/2501 [..............................] - ETA: 5:46 - loss: 451.5598 - logits_profile_predictions_loss: 438.1576 - logcount_predictions_loss: 0.6234 11/2501 [..............................] - ETA: 5:45 - loss: 452.7527 - logits_profile_predictions_loss: 439.3851 - logcount_predictions_loss: 0.6217 12/2501 [..............................] - ETA: 5:45 - loss: 453.6405 - logits_profile_predictions_loss: 440.3137 - logcount_predictions_loss: 0.6199 13/2501 [..............................] - ETA: 5:45 - loss: 454.4442 - logits_profile_predictions_loss: 441.1520 - logcount_predictions_loss: 0.6182 14/2501 [..............................] - ETA: 5:45 - loss: 455.0314 - logits_profile_predictions_loss: 441.7688 - logcount_predictions_loss: 0.6169 15/2501 [..............................] - ETA: 5:45 - loss: 455.6607 - logits_profile_predictions_loss: 442.4428 - logcount_predictions_loss: 0.6148 16/2501 [..............................] - ETA: 5:44 - loss: 456.2540 - logits_profile_predictions_loss: 443.0844 - logcount_predictions_loss: 0.6125 17/2501 [..............................] - ETA: 5:44 - loss: 456.7079 - logits_profile_predictions_loss: 443.5830 - logcount_predictions_loss: 0.6105 18/2501 [..............................] - ETA: 5:44 - loss: 457.1379 - logits_profile_predictions_loss: 444.0480 - logcount_predictions_loss: 0.6088 19/2501 [..............................] - ETA: 5:44 - loss: 457.2154 - logits_profile_predictions_loss: 444.1443 - logcount_predictions_loss: 0.6080 20/2501 [..............................] - ETA: 5:44 - loss: 457.3792 - logits_profile_predictions_loss: 444.3238 - logcount_predictions_loss: 0.6072 21/2501 [..............................] - ETA: 5:44 - loss: 457.5583 - logits_profile_predictions_loss: 444.5263 - logcount_predictions_loss: 0.6061 22/2501 [..............................] - ETA: 5:43 - loss: 457.6732 - logits_profile_predictions_loss: 444.6670 - logcount_predictions_loss: 0.6049 23/2501 [..............................] - ETA: 5:43 - loss: 457.7870 - logits_profile_predictions_loss: 444.8021 - logcount_predictions_loss: 0.6039 24/2501 [..............................] - ETA: 5:43 - loss: 457.9842 - logits_profile_predictions_loss: 445.0258 - logcount_predictions_loss: 0.6027 25/2501 [..............................] - ETA: 5:43 - loss: 458.0984 - logits_profile_predictions_loss: 445.1651 - logcount_predictions_loss: 0.6016 26/2501 [..............................] - ETA: 5:43 - loss: 458.1355 - logits_profile_predictions_loss: 445.2130 - logcount_predictions_loss: 0.6010 27/2501 [..............................] - ETA: 5:43 - loss: 458.1178 - logits_profile_predictions_loss: 445.2066 - logcount_predictions_loss: 0.6005 28/2501 [..............................] - ETA: 5:42 - loss: 458.0954 - logits_profile_predictions_loss: 445.1901 - logcount_predictions_loss: 0.6002 29/2501 [..............................] - ETA: 5:42 - loss: 458.0749 - logits_profile_predictions_loss: 445.1791 - logcount_predictions_loss: 0.5998 30/2501 [..............................] - ETA: 5:42 - loss: 458.1545 - logits_profile_predictions_loss: 445.2633 - logcount_predictions_loss: 0.5996 31/2501 [..............................] - ETA: 5:42 - loss: 458.2193 - logits_profile_predictions_loss: 445.3338 - logcount_predictions_loss: 0.5993 32/2501 [..............................] - ETA: 5:42 - loss: 458.2435 - logits_profile_predictions_loss: 445.3640 - logcount_predictions_loss: 0.5990 33/2501 [..............................] - ETA: 5:42 - loss: 458.2606 - logits_profile_predictions_loss: 445.3826 - logcount_predictions_loss: 0.5990 34/2501 [..............................] - ETA: 5:42 - loss: 458.2824 - logits_profile_predictions_loss: 445.4065 - logcount_predictions_loss: 0.5989 35/2501 [..............................] - ETA: 5:41 - loss: 458.2900 - logits_profile_predictions_loss: 445.4164 - logcount_predictions_loss: 0.5988 36/2501 [..............................] - ETA: 5:41 - loss: 458.2613 - logits_profile_predictions_loss: 445.3940 - logcount_predictions_loss: 0.5985 37/2501 [..............................] - ETA: 5:41 - loss: 458.2184 - logits_profile_predictions_loss: 445.3595 - logcount_predictions_loss: 0.5981 38/2501 [..............................] - ETA: 5:41 - loss: 458.1822 - logits_profile_predictions_loss: 445.3305 - logcount_predictions_loss: 0.5978 39/2501 [..............................] - ETA: 5:41 - loss: 458.1431 - logits_profile_predictions_loss: 445.2981 - logcount_predictions_loss: 0.5974 40/2501 [..............................] - ETA: 5:41 - loss: 458.1444 - logits_profile_predictions_loss: 445.3049 - logcount_predictions_loss: 0.5972 41/2501 [..............................] - ETA: 5:41 - loss: 458.1190 - logits_profile_predictions_loss: 445.2815 - logcount_predictions_loss: 0.5971 42/2501 [..............................] - ETA: 5:41 - loss: 458.0665 - logits_profile_predictions_loss: 445.2300 - logcount_predictions_loss: 0.5970 43/2501 [..............................] - ETA: 5:40 - loss: 458.0510 - logits_profile_predictions_loss: 445.2158 - logcount_predictions_loss: 0.5970 44/2501 [..............................] - ETA: 5:40 - loss: 458.0072 - logits_profile_predictions_loss: 445.1713 - logcount_predictions_loss: 0.5970 45/2501 [..............................] - ETA: 5:40 - loss: 457.9806 - logits_profile_predictions_loss: 445.1444 - logcount_predictions_loss: 0.5970 46/2501 [..............................] - ETA: 5:40 - loss: 457.9287 - logits_profile_predictions_loss: 445.0900 - logcount_predictions_loss: 0.5971 47/2501 [..............................] - ETA: 5:40 - loss: 457.9172 - logits_profile_predictions_loss: 445.0778 - logcount_predictions_loss: 0.5972 48/2501 [..............................] - ETA: 5:40 - loss: 457.8709 - logits_profile_predictions_loss: 445.0267 - logcount_predictions_loss: 0.5974 49/2501 [..............................] - ETA: 5:40 - loss: 457.8168 - logits_profile_predictions_loss: 444.9691 - logcount_predictions_loss: 0.5976 50/2501 [..............................] - ETA: 5:39 - loss: 457.7531 - logits_profile_predictions_loss: 444.9014 - logcount_predictions_loss: 0.5978 51/2501 [..............................] - ETA: 5:39 - loss: 457.6656 - logits_profile_predictions_loss: 444.8097 - logcount_predictions_loss: 0.5979 52/2501 [..............................] - ETA: 5:39 - loss: 457.5574 - logits_profile_predictions_loss: 444.6970 - logcount_predictions_loss: 0.5982 53/2501 [..............................] - ETA: 5:39 - loss: 457.4475 - logits_profile_predictions_loss: 444.5840 - logcount_predictions_loss: 0.5983 54/2501 [..............................] - ETA: 5:39 - loss: 457.3070 - logits_profile_predictions_loss: 444.4416 - logcount_predictions_loss: 0.5984 55/2501 [..............................] - ETA: 5:39 - loss: 457.1731 - logits_profile_predictions_loss: 444.3076 - logcount_predictions_loss: 0.5984 56/2501 [..............................] - ETA: 5:39 - loss: 457.0456 - logits_profile_predictions_loss: 444.1808 - logcount_predictions_loss: 0.5984 57/2501 [..............................] - ETA: 5:38 - loss: 456.9362 - logits_profile_predictions_loss: 444.0726 - logcount_predictions_loss: 0.5983 58/2501 [..............................] - ETA: 5:38 - loss: 456.8093 - logits_profile_predictions_loss: 443.9481 - logcount_predictions_loss: 0.5982 59/2501 [..............................] - ETA: 5:38 - loss: 456.6654 - logits_profile_predictions_loss: 443.8064 - logcount_predictions_loss: 0.5981 60/2501 [..............................] - ETA: 5:38 - loss: 456.5271 - logits_profile_predictions_loss: 443.6705 - logcount_predictions_loss: 0.5980 61/2501 [..............................] - ETA: 5:38 - loss: 456.4017 - logits_profile_predictions_loss: 443.5476 - logcount_predictions_loss: 0.5979 62/2501 [..............................] - ETA: 5:38 - loss: 456.2703 - logits_profile_predictions_loss: 443.4197 - logcount_predictions_loss: 0.5977 63/2501 [..............................] - ETA: 5:38 - loss: 456.1500 - logits_profile_predictions_loss: 443.3021 - logcount_predictions_loss: 0.5976 64/2501 [..............................] - ETA: 5:37 - loss: 456.0270 - logits_profile_predictions_loss: 443.1814 - logcount_predictions_loss: 0.5975 65/2501 [..............................] - ETA: 5:37 - loss: 455.9058 - logits_profile_predictions_loss: 443.0617 - logcount_predictions_loss: 0.5974 66/2501 [..............................] - ETA: 5:37 - loss: 455.7794 - logits_profile_predictions_loss: 442.9363 - logcount_predictions_loss: 0.5973 67/2501 [..............................] - ETA: 5:37 - loss: 455.6582 - logits_profile_predictions_loss: 442.8167 - logcount_predictions_loss: 0.5973 68/2501 [..............................] - ETA: 5:37 - loss: 455.5325 - logits_profile_predictions_loss: 442.6924 - logcount_predictions_loss: 0.5972 69/2501 [..............................] - ETA: 5:37 - loss: 455.4082 - logits_profile_predictions_loss: 442.5696 - logcount_predictions_loss: 0.5971 70/2501 [..............................] - ETA: 5:37 - loss: 455.2799 - 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[..............................] - ETA: 5:35 - loss: 454.4264 - logits_profile_predictions_loss: 441.6067 - logcount_predictions_loss: 0.5963 78/2501 [..............................] - ETA: 5:35 - loss: 454.3004 - logits_profile_predictions_loss: 441.4843 - logcount_predictions_loss: 0.5961 79/2501 [..............................] - ETA: 5:35 - loss: 454.1737 - logits_profile_predictions_loss: 441.3615 - logcount_predictions_loss: 0.5959 80/2501 [..............................] - ETA: 5:35 - loss: 454.0427 - logits_profile_predictions_loss: 441.2348 - logcount_predictions_loss: 0.5957 81/2501 [..............................] - ETA: 5:35 - loss: 453.9179 - logits_profile_predictions_loss: 441.1144 - logcount_predictions_loss: 0.5955 82/2501 [..............................] - ETA: 5:34 - loss: 453.7989 - logits_profile_predictions_loss: 440.9995 - logcount_predictions_loss: 0.5953 83/2501 [..............................] - ETA: 5:34 - loss: 453.6850 - logits_profile_predictions_loss: 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2444/2501 [============================>.] - ETA: 7s - loss: 447.4913 - logits_profile_predictions_loss: 434.7521 - logcount_predictions_loss: 0.5925 2445/2501 [============================>.] - ETA: 7s - loss: 447.4913 - logits_profile_predictions_loss: 434.7521 - logcount_predictions_loss: 0.5925 2446/2501 [============================>.] - ETA: 7s - loss: 447.4913 - logits_profile_predictions_loss: 434.7521 - logcount_predictions_loss: 0.5925 2447/2501 [============================>.] - ETA: 7s - loss: 447.4912 - logits_profile_predictions_loss: 434.7521 - logcount_predictions_loss: 0.5925 2448/2501 [============================>.] - ETA: 7s - loss: 447.4912 - logits_profile_predictions_loss: 434.7520 - logcount_predictions_loss: 0.5925 2449/2501 [============================>.] - ETA: 7s - loss: 447.4911 - logits_profile_predictions_loss: 434.7520 - logcount_predictions_loss: 0.5925 2450/2501 [============================>.] - ETA: 7s - loss: 447.4911 - logits_profile_predictions_loss: 434.7519 - logcount_predictions_loss: 0.5925 2451/2501 [============================>.] - ETA: 6s - loss: 447.4911 - logits_profile_predictions_loss: 434.7519 - logcount_predictions_loss: 0.5925 2452/2501 [============================>.] - ETA: 6s - loss: 447.4910 - logits_profile_predictions_loss: 434.7518 - logcount_predictions_loss: 0.5925 2453/2501 [============================>.] - ETA: 6s - loss: 447.4910 - logits_profile_predictions_loss: 434.7518 - logcount_predictions_loss: 0.5925 2454/2501 [============================>.] - ETA: 6s - loss: 447.4910 - logits_profile_predictions_loss: 434.7518 - logcount_predictions_loss: 0.5925 2455/2501 [============================>.] - ETA: 6s - loss: 447.4909 - logits_profile_predictions_loss: 434.7517 - logcount_predictions_loss: 0.5925 2456/2501 [============================>.] - ETA: 6s - loss: 447.4909 - logits_profile_predictions_loss: 434.7517 - logcount_predictions_loss: 0.5925 2457/2501 [============================>.] - ETA: 6s - loss: 447.4909 - logits_profile_predictions_loss: 434.7516 - logcount_predictions_loss: 0.5925 2458/2501 [============================>.] - ETA: 5s - loss: 447.4908 - logits_profile_predictions_loss: 434.7516 - logcount_predictions_loss: 0.5925 2459/2501 [============================>.] - ETA: 5s - loss: 447.4908 - logits_profile_predictions_loss: 434.7515 - logcount_predictions_loss: 0.5925 2460/2501 [============================>.] - ETA: 5s - loss: 447.4907 - logits_profile_predictions_loss: 434.7515 - logcount_predictions_loss: 0.5925 2461/2501 [============================>.] - ETA: 5s - loss: 447.4907 - logits_profile_predictions_loss: 434.7514 - logcount_predictions_loss: 0.5925 2462/2501 [============================>.] - ETA: 5s - loss: 447.4906 - logits_profile_predictions_loss: 434.7514 - logcount_predictions_loss: 0.5925 2463/2501 [============================>.] - ETA: 5s - loss: 447.4906 - logits_profile_predictions_loss: 434.7513 - logcount_predictions_loss: 0.5925 2464/2501 [============================>.] - ETA: 5s - loss: 447.4906 - logits_profile_predictions_loss: 434.7513 - logcount_predictions_loss: 0.5925 2465/2501 [============================>.] - ETA: 4s - loss: 447.4906 - logits_profile_predictions_loss: 434.7513 - logcount_predictions_loss: 0.5925 2466/2501 [============================>.] - ETA: 4s - loss: 447.4905 - logits_profile_predictions_loss: 434.7512 - logcount_predictions_loss: 0.5925 2467/2501 [============================>.] - ETA: 4s - loss: 447.4905 - logits_profile_predictions_loss: 434.7512 - logcount_predictions_loss: 0.5925 2468/2501 [============================>.] - ETA: 4s - loss: 447.4905 - logits_profile_predictions_loss: 434.7512 - logcount_predictions_loss: 0.5925 2469/2501 [============================>.] - ETA: 4s - loss: 447.4904 - logits_profile_predictions_loss: 434.7511 - logcount_predictions_loss: 0.5925 2470/2501 [============================>.] - ETA: 4s - loss: 447.4904 - logits_profile_predictions_loss: 434.7511 - logcount_predictions_loss: 0.5925 2471/2501 [============================>.] - ETA: 4s - loss: 447.4903 - logits_profile_predictions_loss: 434.7510 - logcount_predictions_loss: 0.5925 2472/2501 [============================>.] - ETA: 4s - loss: 447.4903 - logits_profile_predictions_loss: 434.7510 - logcount_predictions_loss: 0.5925 2473/2501 [============================>.] - ETA: 3s - loss: 447.4903 - logits_profile_predictions_loss: 434.7510 - logcount_predictions_loss: 0.5925 2474/2501 [============================>.] - ETA: 3s - loss: 447.4902 - logits_profile_predictions_loss: 434.7509 - logcount_predictions_loss: 0.5925 2475/2501 [============================>.] - ETA: 3s - loss: 447.4902 - logits_profile_predictions_loss: 434.7509 - logcount_predictions_loss: 0.5925 2476/2501 [============================>.] - ETA: 3s - loss: 447.4902 - logits_profile_predictions_loss: 434.7509 - logcount_predictions_loss: 0.5925 2477/2501 [============================>.] - ETA: 3s - loss: 447.4902 - logits_profile_predictions_loss: 434.7508 - logcount_predictions_loss: 0.5925 2478/2501 [============================>.] - ETA: 3s - loss: 447.4901 - logits_profile_predictions_loss: 434.7508 - logcount_predictions_loss: 0.5925 2479/2501 [============================>.] - ETA: 3s - loss: 447.4901 - logits_profile_predictions_loss: 434.7508 - logcount_predictions_loss: 0.5925 2480/2501 [============================>.] - ETA: 2s - loss: 447.4901 - logits_profile_predictions_loss: 434.7507 - logcount_predictions_loss: 0.5925 2481/2501 [============================>.] - ETA: 2s - loss: 447.4900 - logits_profile_predictions_loss: 434.7507 - logcount_predictions_loss: 0.5925 2482/2501 [============================>.] - ETA: 2s - loss: 447.4900 - logits_profile_predictions_loss: 434.7507 - logcount_predictions_loss: 0.5925 2483/2501 [============================>.] - ETA: 2s - loss: 447.4900 - logits_profile_predictions_loss: 434.7506 - logcount_predictions_loss: 0.5925 2484/2501 [============================>.] - ETA: 2s - loss: 447.4899 - logits_profile_predictions_loss: 434.7506 - logcount_predictions_loss: 0.5925 2485/2501 [============================>.] - ETA: 2s - loss: 447.4899 - logits_profile_predictions_loss: 434.7506 - logcount_predictions_loss: 0.5925 2486/2501 [============================>.] - ETA: 2s - loss: 447.4899 - logits_profile_predictions_loss: 434.7505 - logcount_predictions_loss: 0.5925 2487/2501 [============================>.] - ETA: 1s - loss: 447.4898 - logits_profile_predictions_loss: 434.7505 - logcount_predictions_loss: 0.5925 2488/2501 [============================>.] - ETA: 1s - loss: 447.4898 - logits_profile_predictions_loss: 434.7505 - logcount_predictions_loss: 0.5925 2489/2501 [============================>.] - ETA: 1s - loss: 447.4898 - logits_profile_predictions_loss: 434.7504 - logcount_predictions_loss: 0.5925 2490/2501 [============================>.] - ETA: 1s - loss: 447.4897 - logits_profile_predictions_loss: 434.7504 - logcount_predictions_loss: 0.5925 2491/2501 [============================>.] - ETA: 1s - loss: 447.4897 - logits_profile_predictions_loss: 434.7504 - logcount_predictions_loss: 0.5925 2492/2501 [============================>.] - ETA: 1s - loss: 447.4897 - logits_profile_predictions_loss: 434.7503 - logcount_predictions_loss: 0.5925 2493/2501 [============================>.] - ETA: 1s - loss: 447.4897 - logits_profile_predictions_loss: 434.7503 - logcount_predictions_loss: 0.5925 2494/2501 [============================>.] - ETA: 0s - loss: 447.4896 - logits_profile_predictions_loss: 434.7503 - logcount_predictions_loss: 0.5925 2495/2501 [============================>.] - ETA: 0s - loss: 447.4896 - logits_profile_predictions_loss: 434.7502 - logcount_predictions_loss: 0.5925 2496/2501 [============================>.] - ETA: 0s - loss: 447.4895 - logits_profile_predictions_loss: 434.7502 - logcount_predictions_loss: 0.5925 2497/2501 [============================>.] - ETA: 0s - loss: 447.4895 - logits_profile_predictions_loss: 434.7501 - logcount_predictions_loss: 0.5925 2498/2501 [============================>.] - ETA: 0s - loss: 447.4895 - logits_profile_predictions_loss: 434.7501 - logcount_predictions_loss: 0.5925 2499/2501 [============================>.] - ETA: 0s - loss: 447.4894 - logits_profile_predictions_loss: 434.7501 - logcount_predictions_loss: 0.5925 2500/2501 [============================>.] - ETA: 0s - loss: 447.4894 - logits_profile_predictions_loss: 434.7500 - logcount_predictions_loss: 0.5925 2501/2501 [==============================] - ETA: 0s - loss: 447.4894 - logits_profile_predictions_loss: 434.7500 - logcount_predictions_loss: 0.5925 2501/2501 [==============================] - 366s 147ms/step - loss: 447.4893 - logits_profile_predictions_loss: 434.7500 - logcount_predictions_loss: 0.5925 - val_loss: 546.9175 - val_logits_profile_predictions_loss: 528.3660 - val_logcount_predictions_loss: 0.8629 Epoch 00012: val_loss did not improve from 545.61066 Epoch 13/50 1/2501 [..............................] - ETA: 6:48 - loss: 461.0678 - logits_profile_predictions_loss: 447.7384 - logcount_predictions_loss: 0.6200 2/2501 [..............................] - ETA: 5:47 - loss: 462.9113 - logits_profile_predictions_loss: 449.4772 - logcount_predictions_loss: 0.6248 3/2501 [..............................] - ETA: 5:46 - loss: 464.0117 - logits_profile_predictions_loss: 450.9037 - logcount_predictions_loss: 0.6097 4/2501 [..............................] - ETA: 5:46 - loss: 464.9988 - logits_profile_predictions_loss: 451.9679 - logcount_predictions_loss: 0.6061 5/2501 [..............................] - ETA: 5:45 - loss: 467.3090 - logits_profile_predictions_loss: 454.3898 - logcount_predictions_loss: 0.6009 6/2501 [..............................] - ETA: 5:45 - loss: 469.2558 - logits_profile_predictions_loss: 456.5133 - logcount_predictions_loss: 0.5927 7/2501 [..............................] - ETA: 5:45 - loss: 470.6131 - logits_profile_predictions_loss: 457.9183 - logcount_predictions_loss: 0.5905 8/2501 [..............................] - ETA: 5:45 - loss: 471.0401 - logits_profile_predictions_loss: 458.3608 - logcount_predictions_loss: 0.5897 9/2501 [..............................] - ETA: 5:45 - loss: 470.2049 - logits_profile_predictions_loss: 457.4608 - logcount_predictions_loss: 0.5927 10/2501 [..............................] - ETA: 5:45 - loss: 468.9462 - logits_profile_predictions_loss: 456.1434 - logcount_predictions_loss: 0.5955 11/2501 [..............................] - ETA: 5:45 - loss: 468.6209 - logits_profile_predictions_loss: 455.7712 - logcount_predictions_loss: 0.5977 12/2501 [..............................] - ETA: 5:44 - loss: 469.0261 - logits_profile_predictions_loss: 456.1542 - logcount_predictions_loss: 0.5987 13/2501 [..............................] - ETA: 5:44 - loss: 468.7785 - logits_profile_predictions_loss: 455.9013 - logcount_predictions_loss: 0.5989 14/2501 [..............................] - ETA: 5:44 - loss: 468.1754 - logits_profile_predictions_loss: 455.2849 - logcount_predictions_loss: 0.5996 15/2501 [..............................] - ETA: 5:44 - loss: 467.2636 - logits_profile_predictions_loss: 454.3838 - logcount_predictions_loss: 0.5991 16/2501 [..............................] - ETA: 5:44 - loss: 466.1763 - logits_profile_predictions_loss: 453.2872 - logcount_predictions_loss: 0.5995 17/2501 [..............................] - ETA: 5:44 - loss: 465.1049 - logits_profile_predictions_loss: 452.2243 - logcount_predictions_loss: 0.5991 18/2501 [..............................] - ETA: 5:44 - loss: 464.1506 - logits_profile_predictions_loss: 451.2863 - logcount_predictions_loss: 0.5983 19/2501 [..............................] - ETA: 5:43 - loss: 463.1624 - logits_profile_predictions_loss: 450.3197 - logcount_predictions_loss: 0.5973 20/2501 [..............................] - ETA: 5:43 - loss: 462.2420 - logits_profile_predictions_loss: 449.4208 - logcount_predictions_loss: 0.5963 21/2501 [..............................] - ETA: 5:43 - loss: 461.5056 - logits_profile_predictions_loss: 448.7087 - logcount_predictions_loss: 0.5952 22/2501 [..............................] - ETA: 5:43 - loss: 460.7164 - logits_profile_predictions_loss: 447.9332 - logcount_predictions_loss: 0.5946 23/2501 [..............................] - ETA: 5:43 - loss: 460.0488 - logits_profile_predictions_loss: 447.2842 - logcount_predictions_loss: 0.5937 24/2501 [..............................] - ETA: 5:43 - loss: 459.3425 - logits_profile_predictions_loss: 446.5873 - logcount_predictions_loss: 0.5933 25/2501 [..............................] - ETA: 5:43 - loss: 458.6717 - logits_profile_predictions_loss: 445.9297 - logcount_predictions_loss: 0.5927 26/2501 [..............................] - ETA: 5:42 - loss: 458.0571 - logits_profile_predictions_loss: 445.3291 - logcount_predictions_loss: 0.5920 27/2501 [..............................] - ETA: 5:42 - loss: 457.5072 - logits_profile_predictions_loss: 444.7904 - logcount_predictions_loss: 0.5915 28/2501 [..............................] - ETA: 5:42 - loss: 456.9832 - logits_profile_predictions_loss: 444.2724 - logcount_predictions_loss: 0.5912 29/2501 [..............................] - ETA: 5:42 - loss: 456.4218 - logits_profile_predictions_loss: 443.7174 - logcount_predictions_loss: 0.5909 30/2501 [..............................] - ETA: 5:42 - loss: 455.8736 - logits_profile_predictions_loss: 443.1764 - logcount_predictions_loss: 0.5906 31/2501 [..............................] - ETA: 5:42 - loss: 455.3180 - logits_profile_predictions_loss: 442.6296 - logcount_predictions_loss: 0.5902 32/2501 [..............................] - ETA: 5:42 - loss: 454.8087 - logits_profile_predictions_loss: 442.1270 - logcount_predictions_loss: 0.5898 33/2501 [..............................] - ETA: 5:41 - loss: 454.3696 - logits_profile_predictions_loss: 441.6886 - logcount_predictions_loss: 0.5898 34/2501 [..............................] - ETA: 5:41 - loss: 454.0277 - logits_profile_predictions_loss: 441.3499 - logcount_predictions_loss: 0.5897 35/2501 [..............................] - ETA: 5:41 - loss: 453.6731 - logits_profile_predictions_loss: 440.9996 - logcount_predictions_loss: 0.5895 36/2501 [..............................] - ETA: 5:41 - loss: 453.3003 - logits_profile_predictions_loss: 440.6310 - logcount_predictions_loss: 0.5893 37/2501 [..............................] - ETA: 5:41 - loss: 452.9308 - logits_profile_predictions_loss: 440.2678 - logcount_predictions_loss: 0.5890 38/2501 [..............................] - ETA: 5:41 - loss: 452.5900 - logits_profile_predictions_loss: 439.9343 - logcount_predictions_loss: 0.5886 39/2501 [..............................] - ETA: 5:41 - loss: 452.2737 - logits_profile_predictions_loss: 439.6265 - logcount_predictions_loss: 0.5882 40/2501 [..............................] - ETA: 5:40 - loss: 451.9935 - logits_profile_predictions_loss: 439.3561 - logcount_predictions_loss: 0.5878 41/2501 [..............................] - ETA: 5:40 - loss: 451.7153 - logits_profile_predictions_loss: 439.0872 - logcount_predictions_loss: 0.5874 42/2501 [..............................] - ETA: 5:40 - loss: 451.4736 - logits_profile_predictions_loss: 438.8533 - logcount_predictions_loss: 0.5870 43/2501 [..............................] - ETA: 5:40 - loss: 451.2442 - logits_profile_predictions_loss: 438.6314 - logcount_predictions_loss: 0.5866 44/2501 [..............................] - ETA: 5:40 - loss: 451.0118 - logits_profile_predictions_loss: 438.4081 - logcount_predictions_loss: 0.5862 45/2501 [..............................] - ETA: 5:40 - loss: 450.7611 - logits_profile_predictions_loss: 438.1653 - logcount_predictions_loss: 0.5859 46/2501 [..............................] - ETA: 5:40 - loss: 450.5090 - logits_profile_predictions_loss: 437.9220 - logcount_predictions_loss: 0.5854 47/2501 [..............................] - ETA: 5:39 - loss: 450.2625 - logits_profile_predictions_loss: 437.6852 - logcount_predictions_loss: 0.5850 48/2501 [..............................] - ETA: 5:39 - loss: 450.0089 - logits_profile_predictions_loss: 437.4425 - logcount_predictions_loss: 0.5845 49/2501 [..............................] - ETA: 5:39 - loss: 449.7697 - logits_profile_predictions_loss: 437.2135 - logcount_predictions_loss: 0.5840 50/2501 [..............................] - ETA: 5:39 - loss: 449.5499 - logits_profile_predictions_loss: 437.0039 - logcount_predictions_loss: 0.5835 51/2501 [..............................] - ETA: 5:39 - loss: 449.3492 - logits_profile_predictions_loss: 436.8129 - logcount_predictions_loss: 0.5831 52/2501 [..............................] - ETA: 5:39 - loss: 449.1714 - logits_profile_predictions_loss: 436.6439 - logcount_predictions_loss: 0.5827 53/2501 [..............................] - ETA: 5:39 - loss: 448.9993 - logits_profile_predictions_loss: 436.4815 - logcount_predictions_loss: 0.5822 54/2501 [..............................] - ETA: 5:39 - loss: 448.8300 - logits_profile_predictions_loss: 436.3224 - logcount_predictions_loss: 0.5817 55/2501 [..............................] - ETA: 5:38 - loss: 448.6604 - logits_profile_predictions_loss: 436.1637 - logcount_predictions_loss: 0.5812 56/2501 [..............................] - ETA: 5:38 - loss: 448.4820 - logits_profile_predictions_loss: 435.9964 - logcount_predictions_loss: 0.5807 57/2501 [..............................] - ETA: 5:38 - loss: 448.2990 - logits_profile_predictions_loss: 435.8241 - logcount_predictions_loss: 0.5802 58/2501 [..............................] - ETA: 5:38 - loss: 448.1322 - logits_profile_predictions_loss: 435.6665 - logcount_predictions_loss: 0.5798 59/2501 [..............................] - ETA: 5:38 - loss: 447.9754 - logits_profile_predictions_loss: 435.5188 - logcount_predictions_loss: 0.5794 60/2501 [..............................] - ETA: 5:38 - loss: 447.8092 - logits_profile_predictions_loss: 435.3621 - logcount_predictions_loss: 0.5789 61/2501 [..............................] - ETA: 5:38 - loss: 447.6629 - logits_profile_predictions_loss: 435.2253 - logcount_predictions_loss: 0.5785 62/2501 [..............................] - ETA: 5:37 - loss: 447.5162 - logits_profile_predictions_loss: 435.0875 - logcount_predictions_loss: 0.5781 63/2501 [..............................] - ETA: 5:37 - loss: 447.3655 - logits_profile_predictions_loss: 434.9455 - logcount_predictions_loss: 0.5777 64/2501 [..............................] - ETA: 5:37 - loss: 447.2138 - logits_profile_predictions_loss: 434.8023 - logcount_predictions_loss: 0.5773 65/2501 [..............................] - ETA: 5:37 - loss: 447.0763 - logits_profile_predictions_loss: 434.6735 - logcount_predictions_loss: 0.5769 66/2501 [..............................] - ETA: 5:37 - loss: 446.9440 - logits_profile_predictions_loss: 434.5505 - logcount_predictions_loss: 0.5764 67/2501 [..............................] - ETA: 5:37 - loss: 446.8299 - logits_profile_predictions_loss: 434.4451 - logcount_predictions_loss: 0.5760 68/2501 [..............................] - ETA: 5:37 - loss: 446.7309 - logits_profile_predictions_loss: 434.3555 - logcount_predictions_loss: 0.5756 69/2501 [..............................] - ETA: 5:36 - loss: 446.6492 - logits_profile_predictions_loss: 434.2835 - logcount_predictions_loss: 0.5751 70/2501 [..............................] - ETA: 5:36 - loss: 446.5578 - logits_profile_predictions_loss: 434.2025 - logcount_predictions_loss: 0.5747 71/2501 [..............................] - ETA: 5:36 - loss: 446.4708 - logits_profile_predictions_loss: 434.1255 - logcount_predictions_loss: 0.5742 72/2501 [..............................] - ETA: 5:36 - loss: 446.3918 - logits_profile_predictions_loss: 434.0568 - logcount_predictions_loss: 0.5737 73/2501 [..............................] - ETA: 5:36 - loss: 446.3233 - logits_profile_predictions_loss: 433.9983 - logcount_predictions_loss: 0.5733 74/2501 [..............................] - ETA: 5:36 - loss: 446.2588 - logits_profile_predictions_loss: 433.9444 - logcount_predictions_loss: 0.5728 75/2501 [..............................] - ETA: 5:36 - loss: 446.1999 - logits_profile_predictions_loss: 433.8958 - logcount_predictions_loss: 0.5723 76/2501 [..............................] - ETA: 5:36 - loss: 446.1506 - logits_profile_predictions_loss: 433.8573 - logcount_predictions_loss: 0.5718 77/2501 [..............................] - ETA: 5:35 - loss: 446.1028 - logits_profile_predictions_loss: 433.8202 - logcount_predictions_loss: 0.5713 78/2501 [..............................] - ETA: 5:35 - loss: 446.0532 - logits_profile_predictions_loss: 433.7813 - logcount_predictions_loss: 0.5708 79/2501 [..............................] - ETA: 5:35 - loss: 445.9957 - logits_profile_predictions_loss: 433.7349 - logcount_predictions_loss: 0.5703 80/2501 [..............................] - ETA: 5:35 - loss: 445.9440 - logits_profile_predictions_loss: 433.6942 - logcount_predictions_loss: 0.5698 81/2501 [..............................] - ETA: 5:35 - loss: 445.8941 - logits_profile_predictions_loss: 433.6553 - logcount_predictions_loss: 0.5692 82/2501 [..............................] - ETA: 5:35 - loss: 445.8427 - logits_profile_predictions_loss: 433.6151 - logcount_predictions_loss: 0.5687 83/2501 [..............................] - ETA: 5:35 - loss: 445.7895 - logits_profile_predictions_loss: 433.5734 - logcount_predictions_loss: 0.5682 84/2501 [>.............................] - ETA: 5:34 - loss: 445.7387 - logits_profile_predictions_loss: 433.5340 - logcount_predictions_loss: 0.5677 85/2501 [>.............................] - ETA: 5:34 - loss: 445.6966 - logits_profile_predictions_loss: 433.5038 - logcount_predictions_loss: 0.5671 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[>.............................] - ETA: 5:23 - loss: 443.9627 - logits_profile_predictions_loss: 432.2201 - logcount_predictions_loss: 0.5462 165/2501 [>.............................] - ETA: 5:23 - loss: 443.9613 - logits_profile_predictions_loss: 432.2214 - logcount_predictions_loss: 0.5460 166/2501 [>.............................] - ETA: 5:23 - loss: 443.9600 - logits_profile_predictions_loss: 432.2227 - logcount_predictions_loss: 0.5459 167/2501 [=>............................] - ETA: 5:23 - loss: 443.9566 - logits_profile_predictions_loss: 432.2220 - logcount_predictions_loss: 0.5458 168/2501 [=>............................] - ETA: 5:23 - loss: 443.9533 - logits_profile_predictions_loss: 432.2214 - logcount_predictions_loss: 0.5457 169/2501 [=>............................] - ETA: 5:23 - loss: 443.9472 - logits_profile_predictions_loss: 432.2182 - logcount_predictions_loss: 0.5455 170/2501 [=>............................] - ETA: 5:22 - loss: 443.9396 - 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429.0393 - logcount_predictions_loss: 0.4984 2499/2501 [============================>.] - ETA: 0s - loss: 439.7551 - logits_profile_predictions_loss: 429.0387 - logcount_predictions_loss: 0.4984 2500/2501 [============================>.] - ETA: 0s - loss: 439.7544 - logits_profile_predictions_loss: 429.0382 - logcount_predictions_loss: 0.4984 2501/2501 [==============================] - ETA: 0s - loss: 439.7537 - logits_profile_predictions_loss: 429.0376 - logcount_predictions_loss: 0.4984 2501/2501 [==============================] - 366s 146ms/step - loss: 439.7530 - logits_profile_predictions_loss: 429.0370 - logcount_predictions_loss: 0.4984 - val_loss: 543.7252 - val_logits_profile_predictions_loss: 525.3492 - val_logcount_predictions_loss: 0.8547 Epoch 00013: val_loss improved from 545.61066 to 543.72516, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 14/50 1/2501 [..............................] 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[..............................] - ETA: 5:39 - loss: 437.7398 - logits_profile_predictions_loss: 427.9090 - logcount_predictions_loss: 0.4573 55/2501 [..............................] - ETA: 5:39 - loss: 437.7458 - logits_profile_predictions_loss: 427.9207 - logcount_predictions_loss: 0.4570 56/2501 [..............................] - ETA: 5:39 - loss: 437.7387 - logits_profile_predictions_loss: 427.9199 - logcount_predictions_loss: 0.4567 57/2501 [..............................] - ETA: 5:38 - loss: 437.7172 - logits_profile_predictions_loss: 427.9034 - logcount_predictions_loss: 0.4565 58/2501 [..............................] - ETA: 5:38 - loss: 437.6803 - logits_profile_predictions_loss: 427.8715 - logcount_predictions_loss: 0.4562 59/2501 [..............................] - ETA: 5:38 - loss: 437.6552 - logits_profile_predictions_loss: 427.8516 - logcount_predictions_loss: 0.4560 60/2501 [..............................] - ETA: 5:38 - loss: 437.6215 - logits_profile_predictions_loss: 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[=====>........................] - ETA: 4:30 - loss: 434.6055 - logits_profile_predictions_loss: 425.3448 - logcount_predictions_loss: 0.4307 550/2501 [=====>........................] - ETA: 4:30 - loss: 434.6066 - logits_profile_predictions_loss: 425.3460 - logcount_predictions_loss: 0.4307 551/2501 [=====>........................] - ETA: 4:30 - loss: 434.6076 - logits_profile_predictions_loss: 425.3472 - logcount_predictions_loss: 0.4307 552/2501 [=====>........................] - ETA: 4:30 - loss: 434.6085 - logits_profile_predictions_loss: 425.3482 - logcount_predictions_loss: 0.4307 553/2501 [=====>........................] - ETA: 4:30 - loss: 434.6094 - logits_profile_predictions_loss: 425.3493 - logcount_predictions_loss: 0.4307 554/2501 [=====>........................] - ETA: 4:29 - loss: 434.6103 - logits_profile_predictions_loss: 425.3503 - logcount_predictions_loss: 0.4307 555/2501 [=====>........................] - ETA: 4:29 - loss: 434.6112 - 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[=====>........................] - ETA: 4:27 - loss: 434.6243 - logits_profile_predictions_loss: 425.3674 - logcount_predictions_loss: 0.4306 576/2501 [=====>........................] - ETA: 4:26 - loss: 434.6249 - logits_profile_predictions_loss: 425.3681 - logcount_predictions_loss: 0.4306 577/2501 [=====>........................] - ETA: 4:26 - loss: 434.6256 - logits_profile_predictions_loss: 425.3689 - logcount_predictions_loss: 0.4306 578/2501 [=====>........................] - ETA: 4:26 - loss: 434.6262 - logits_profile_predictions_loss: 425.3697 - logcount_predictions_loss: 0.4305 579/2501 [=====>........................] - ETA: 4:26 - loss: 434.6267 - logits_profile_predictions_loss: 425.3703 - logcount_predictions_loss: 0.4305 580/2501 [=====>........................] - ETA: 4:26 - loss: 434.6272 - logits_profile_predictions_loss: 425.3709 - logcount_predictions_loss: 0.4305 581/2501 [=====>........................] - ETA: 4:26 - loss: 434.6276 - 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[============================>.] - ETA: 4s - loss: 434.3636 - logits_profile_predictions_loss: 425.0999 - logcount_predictions_loss: 0.4309 2468/2501 [============================>.] - ETA: 4s - loss: 434.3636 - logits_profile_predictions_loss: 425.0999 - logcount_predictions_loss: 0.4309 2469/2501 [============================>.] - ETA: 4s - loss: 434.3635 - logits_profile_predictions_loss: 425.0998 - logcount_predictions_loss: 0.4309 2470/2501 [============================>.] - ETA: 4s - loss: 434.3635 - logits_profile_predictions_loss: 425.0998 - logcount_predictions_loss: 0.4309 2471/2501 [============================>.] - ETA: 4s - loss: 434.3634 - logits_profile_predictions_loss: 425.0997 - logcount_predictions_loss: 0.4309 2472/2501 [============================>.] - ETA: 4s - loss: 434.3633 - logits_profile_predictions_loss: 425.0997 - logcount_predictions_loss: 0.4309 2473/2501 [============================>.] - ETA: 3s - loss: 434.3633 - logits_profile_predictions_loss: 425.0996 - logcount_predictions_loss: 0.4309 2474/2501 [============================>.] - ETA: 3s - loss: 434.3632 - logits_profile_predictions_loss: 425.0995 - logcount_predictions_loss: 0.4309 2475/2501 [============================>.] - ETA: 3s - loss: 434.3631 - logits_profile_predictions_loss: 425.0995 - logcount_predictions_loss: 0.4309 2476/2501 [============================>.] - ETA: 3s - loss: 434.3630 - logits_profile_predictions_loss: 425.0994 - logcount_predictions_loss: 0.4309 2477/2501 [============================>.] - ETA: 3s - loss: 434.3630 - logits_profile_predictions_loss: 425.0993 - logcount_predictions_loss: 0.4309 2478/2501 [============================>.] - ETA: 3s - loss: 434.3629 - logits_profile_predictions_loss: 425.0993 - logcount_predictions_loss: 0.4309 2479/2501 [============================>.] - ETA: 3s - loss: 434.3628 - logits_profile_predictions_loss: 425.0992 - logcount_predictions_loss: 0.4309 2480/2501 [============================>.] - ETA: 2s - loss: 434.3627 - logits_profile_predictions_loss: 425.0991 - logcount_predictions_loss: 0.4309 2481/2501 [============================>.] - ETA: 2s - loss: 434.3626 - logits_profile_predictions_loss: 425.0990 - logcount_predictions_loss: 0.4309 2482/2501 [============================>.] - ETA: 2s - loss: 434.3626 - logits_profile_predictions_loss: 425.0989 - logcount_predictions_loss: 0.4309 2483/2501 [============================>.] - ETA: 2s - loss: 434.3625 - logits_profile_predictions_loss: 425.0989 - logcount_predictions_loss: 0.4309 2484/2501 [============================>.] - ETA: 2s - loss: 434.3624 - logits_profile_predictions_loss: 425.0988 - logcount_predictions_loss: 0.4309 2485/2501 [============================>.] - ETA: 2s - loss: 434.3623 - logits_profile_predictions_loss: 425.0987 - logcount_predictions_loss: 0.4309 2486/2501 [============================>.] - ETA: 2s - loss: 434.3622 - logits_profile_predictions_loss: 425.0986 - logcount_predictions_loss: 0.4309 2487/2501 [============================>.] - ETA: 1s - loss: 434.3621 - logits_profile_predictions_loss: 425.0985 - logcount_predictions_loss: 0.4309 2488/2501 [============================>.] - ETA: 1s - loss: 434.3620 - logits_profile_predictions_loss: 425.0984 - logcount_predictions_loss: 0.4309 2489/2501 [============================>.] - ETA: 1s - loss: 434.3619 - logits_profile_predictions_loss: 425.0983 - logcount_predictions_loss: 0.4309 2490/2501 [============================>.] - ETA: 1s - loss: 434.3618 - logits_profile_predictions_loss: 425.0982 - logcount_predictions_loss: 0.4309 2491/2501 [============================>.] - ETA: 1s - loss: 434.3618 - logits_profile_predictions_loss: 425.0982 - logcount_predictions_loss: 0.4309 2492/2501 [============================>.] - ETA: 1s - loss: 434.3617 - logits_profile_predictions_loss: 425.0981 - logcount_predictions_loss: 0.4309 2493/2501 [============================>.] - ETA: 1s - loss: 434.3616 - logits_profile_predictions_loss: 425.0980 - logcount_predictions_loss: 0.4309 2494/2501 [============================>.] - ETA: 0s - loss: 434.3615 - logits_profile_predictions_loss: 425.0979 - logcount_predictions_loss: 0.4309 2495/2501 [============================>.] - ETA: 0s - loss: 434.3615 - logits_profile_predictions_loss: 425.0978 - logcount_predictions_loss: 0.4309 2496/2501 [============================>.] - ETA: 0s - loss: 434.3614 - logits_profile_predictions_loss: 425.0978 - logcount_predictions_loss: 0.4309 2497/2501 [============================>.] - ETA: 0s - loss: 434.3613 - logits_profile_predictions_loss: 425.0977 - logcount_predictions_loss: 0.4309 2498/2501 [============================>.] - ETA: 0s - loss: 434.3612 - logits_profile_predictions_loss: 425.0976 - logcount_predictions_loss: 0.4309 2499/2501 [============================>.] - ETA: 0s - loss: 434.3611 - logits_profile_predictions_loss: 425.0975 - logcount_predictions_loss: 0.4309 2500/2501 [============================>.] - ETA: 0s - loss: 434.3610 - logits_profile_predictions_loss: 425.0974 - logcount_predictions_loss: 0.4309 2501/2501 [==============================] - ETA: 0s - loss: 434.3609 - logits_profile_predictions_loss: 425.0973 - logcount_predictions_loss: 0.4309 2501/2501 [==============================] - 366s 147ms/step - loss: 434.3608 - logits_profile_predictions_loss: 425.0972 - logcount_predictions_loss: 0.4309 - val_loss: 544.1929 - val_logits_profile_predictions_loss: 525.3988 - val_logcount_predictions_loss: 0.8741 Epoch 00014: val_loss did not improve from 543.72516 Epoch 15/50 1/2501 [..............................] - ETA: 6:39 - loss: 442.2145 - logits_profile_predictions_loss: 433.4973 - logcount_predictions_loss: 0.4055 2/2501 [..............................] - ETA: 5:48 - loss: 435.0957 - logits_profile_predictions_loss: 426.8966 - logcount_predictions_loss: 0.3814 3/2501 [..............................] - ETA: 5:47 - loss: 432.5710 - logits_profile_predictions_loss: 424.6303 - logcount_predictions_loss: 0.3693 4/2501 [..............................] - ETA: 5:47 - loss: 430.8743 - logits_profile_predictions_loss: 422.9198 - logcount_predictions_loss: 0.3700 5/2501 [..............................] - ETA: 5:46 - loss: 433.0289 - logits_profile_predictions_loss: 425.0809 - logcount_predictions_loss: 0.3697 6/2501 [..............................] - ETA: 5:46 - loss: 435.0123 - logits_profile_predictions_loss: 426.9680 - logcount_predictions_loss: 0.3742 7/2501 [..............................] - ETA: 5:45 - loss: 435.9050 - logits_profile_predictions_loss: 427.7095 - logcount_predictions_loss: 0.3812 8/2501 [..............................] - ETA: 5:45 - loss: 436.2314 - logits_profile_predictions_loss: 427.9198 - logcount_predictions_loss: 0.3866 9/2501 [..............................] - ETA: 5:45 - loss: 436.1828 - logits_profile_predictions_loss: 427.8014 - logcount_predictions_loss: 0.3898 10/2501 [..............................] - ETA: 5:45 - loss: 436.1090 - logits_profile_predictions_loss: 427.6982 - logcount_predictions_loss: 0.3912 11/2501 [..............................] - ETA: 5:45 - loss: 435.5254 - logits_profile_predictions_loss: 427.0792 - logcount_predictions_loss: 0.3928 12/2501 [..............................] - ETA: 5:45 - loss: 435.3164 - logits_profile_predictions_loss: 426.8193 - logcount_predictions_loss: 0.3952 13/2501 [..............................] - ETA: 5:45 - loss: 435.1998 - logits_profile_predictions_loss: 426.6496 - logcount_predictions_loss: 0.3977 14/2501 [..............................] - ETA: 5:44 - loss: 434.9232 - logits_profile_predictions_loss: 426.3207 - logcount_predictions_loss: 0.4001 15/2501 [..............................] - ETA: 5:44 - loss: 434.9197 - logits_profile_predictions_loss: 426.2768 - logcount_predictions_loss: 0.4020 16/2501 [..............................] - ETA: 5:44 - loss: 435.1797 - logits_profile_predictions_loss: 426.5078 - logcount_predictions_loss: 0.4033 17/2501 [..............................] - ETA: 5:44 - loss: 435.2970 - logits_profile_predictions_loss: 426.6041 - logcount_predictions_loss: 0.4043 18/2501 [..............................] - ETA: 5:44 - loss: 435.5719 - logits_profile_predictions_loss: 426.8689 - logcount_predictions_loss: 0.4048 19/2501 [..............................] - ETA: 5:44 - loss: 435.8347 - logits_profile_predictions_loss: 427.1172 - logcount_predictions_loss: 0.4055 20/2501 [..............................] - ETA: 5:44 - loss: 436.1893 - logits_profile_predictions_loss: 427.4606 - logcount_predictions_loss: 0.4060 21/2501 [..............................] - ETA: 5:43 - loss: 436.3941 - logits_profile_predictions_loss: 427.6548 - logcount_predictions_loss: 0.4065 22/2501 [..............................] - ETA: 5:43 - loss: 436.6387 - logits_profile_predictions_loss: 427.8970 - logcount_predictions_loss: 0.4066 23/2501 [..............................] - ETA: 5:43 - loss: 436.6743 - logits_profile_predictions_loss: 427.9302 - logcount_predictions_loss: 0.4067 24/2501 [..............................] - ETA: 5:43 - loss: 436.6792 - logits_profile_predictions_loss: 427.9307 - logcount_predictions_loss: 0.4069 25/2501 [..............................] - ETA: 5:43 - loss: 436.5679 - logits_profile_predictions_loss: 427.8133 - logcount_predictions_loss: 0.4072 26/2501 [..............................] - ETA: 5:43 - loss: 436.4705 - logits_profile_predictions_loss: 427.7050 - logcount_predictions_loss: 0.4077 27/2501 [..............................] - ETA: 5:42 - loss: 436.3677 - logits_profile_predictions_loss: 427.5941 - logcount_predictions_loss: 0.4081 28/2501 [..............................] - ETA: 5:42 - loss: 436.3302 - logits_profile_predictions_loss: 427.5534 - logcount_predictions_loss: 0.4082 29/2501 [..............................] - ETA: 5:42 - loss: 436.2863 - logits_profile_predictions_loss: 427.5015 - logcount_predictions_loss: 0.4086 30/2501 [..............................] - ETA: 5:42 - loss: 436.2561 - logits_profile_predictions_loss: 427.4662 - logcount_predictions_loss: 0.4088 31/2501 [..............................] - ETA: 5:42 - loss: 436.2538 - logits_profile_predictions_loss: 427.4629 - logcount_predictions_loss: 0.4089 32/2501 [..............................] - ETA: 5:42 - loss: 436.2308 - logits_profile_predictions_loss: 427.4411 - logcount_predictions_loss: 0.4088 33/2501 [..............................] - ETA: 5:42 - loss: 436.1912 - logits_profile_predictions_loss: 427.4005 - logcount_predictions_loss: 0.4089 34/2501 [..............................] - ETA: 5:41 - loss: 436.1892 - logits_profile_predictions_loss: 427.4001 - logcount_predictions_loss: 0.4088 35/2501 [..............................] - ETA: 5:41 - loss: 436.1472 - logits_profile_predictions_loss: 427.3599 - logcount_predictions_loss: 0.4087 36/2501 [..............................] - ETA: 5:41 - loss: 436.1305 - logits_profile_predictions_loss: 427.3466 - logcount_predictions_loss: 0.4086 37/2501 [..............................] - ETA: 5:41 - loss: 436.1100 - logits_profile_predictions_loss: 427.3282 - logcount_predictions_loss: 0.4085 38/2501 [..............................] - ETA: 5:41 - loss: 436.1253 - logits_profile_predictions_loss: 427.3452 - logcount_predictions_loss: 0.4084 39/2501 [..............................] - ETA: 5:41 - loss: 436.1436 - logits_profile_predictions_loss: 427.3668 - logcount_predictions_loss: 0.4082 40/2501 [..............................] - ETA: 5:40 - loss: 436.1755 - logits_profile_predictions_loss: 427.4032 - logcount_predictions_loss: 0.4080 41/2501 [..............................] - ETA: 5:40 - loss: 436.1966 - logits_profile_predictions_loss: 427.4289 - logcount_predictions_loss: 0.4078 42/2501 [..............................] - ETA: 5:40 - loss: 436.2420 - logits_profile_predictions_loss: 427.4795 - logcount_predictions_loss: 0.4076 43/2501 [..............................] - ETA: 5:40 - loss: 436.3225 - logits_profile_predictions_loss: 427.5673 - logcount_predictions_loss: 0.4072 44/2501 [..............................] - ETA: 5:40 - loss: 436.3920 - logits_profile_predictions_loss: 427.6423 - logcount_predictions_loss: 0.4070 45/2501 [..............................] - ETA: 5:40 - loss: 436.4471 - logits_profile_predictions_loss: 427.7039 - logcount_predictions_loss: 0.4067 46/2501 [..............................] - ETA: 5:40 - loss: 436.5303 - logits_profile_predictions_loss: 427.7928 - logcount_predictions_loss: 0.4064 47/2501 [..............................] - ETA: 5:39 - loss: 436.6073 - logits_profile_predictions_loss: 427.8766 - logcount_predictions_loss: 0.4061 48/2501 [..............................] - ETA: 5:39 - loss: 436.6628 - logits_profile_predictions_loss: 427.9372 - logcount_predictions_loss: 0.4058 49/2501 [..............................] - ETA: 5:39 - loss: 436.7386 - logits_profile_predictions_loss: 428.0189 - logcount_predictions_loss: 0.4056 50/2501 [..............................] - ETA: 5:39 - loss: 436.7894 - logits_profile_predictions_loss: 428.0747 - logcount_predictions_loss: 0.4053 51/2501 [..............................] - ETA: 5:39 - loss: 436.8241 - logits_profile_predictions_loss: 428.1143 - logcount_predictions_loss: 0.4051 52/2501 [..............................] - ETA: 5:39 - loss: 436.8515 - logits_profile_predictions_loss: 428.1463 - logcount_predictions_loss: 0.4049 53/2501 [..............................] - ETA: 5:39 - loss: 436.8645 - logits_profile_predictions_loss: 428.1639 - logcount_predictions_loss: 0.4047 54/2501 [..............................] - ETA: 5:38 - loss: 436.8893 - logits_profile_predictions_loss: 428.1933 - logcount_predictions_loss: 0.4045 55/2501 [..............................] - ETA: 5:38 - loss: 436.9013 - logits_profile_predictions_loss: 428.2081 - logcount_predictions_loss: 0.4043 56/2501 [..............................] - ETA: 5:38 - loss: 436.8917 - logits_profile_predictions_loss: 428.2011 - logcount_predictions_loss: 0.4042 57/2501 [..............................] - ETA: 5:38 - loss: 436.8707 - logits_profile_predictions_loss: 428.1816 - logcount_predictions_loss: 0.4041 58/2501 [..............................] - ETA: 5:38 - loss: 436.8428 - logits_profile_predictions_loss: 428.1547 - logcount_predictions_loss: 0.4041 59/2501 [..............................] - ETA: 5:38 - loss: 436.8029 - logits_profile_predictions_loss: 428.1161 - logcount_predictions_loss: 0.4040 60/2501 [..............................] - ETA: 5:38 - loss: 436.7656 - logits_profile_predictions_loss: 428.0811 - logcount_predictions_loss: 0.4039 61/2501 [..............................] - ETA: 5:38 - loss: 436.7299 - logits_profile_predictions_loss: 428.0483 - logcount_predictions_loss: 0.4038 62/2501 [..............................] - ETA: 5:37 - loss: 436.6891 - logits_profile_predictions_loss: 428.0107 - logcount_predictions_loss: 0.4036 63/2501 [..............................] - ETA: 5:37 - loss: 436.6446 - logits_profile_predictions_loss: 427.9689 - logcount_predictions_loss: 0.4035 64/2501 [..............................] - ETA: 5:37 - loss: 436.6003 - logits_profile_predictions_loss: 427.9280 - logcount_predictions_loss: 0.4034 65/2501 [..............................] - ETA: 5:37 - loss: 436.5528 - logits_profile_predictions_loss: 427.8836 - logcount_predictions_loss: 0.4032 66/2501 [..............................] - ETA: 5:37 - loss: 436.5081 - logits_profile_predictions_loss: 427.8409 - logcount_predictions_loss: 0.4031 67/2501 [..............................] - ETA: 5:37 - loss: 436.4488 - logits_profile_predictions_loss: 427.7835 - logcount_predictions_loss: 0.4030 68/2501 [..............................] - ETA: 5:37 - loss: 436.4006 - logits_profile_predictions_loss: 427.7375 - logcount_predictions_loss: 0.4029 69/2501 [..............................] - ETA: 5:37 - loss: 436.3530 - 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[..............................] - ETA: 5:36 - loss: 436.0661 - logits_profile_predictions_loss: 427.4078 - logcount_predictions_loss: 0.4027 77/2501 [..............................] - ETA: 5:35 - loss: 436.0190 - logits_profile_predictions_loss: 427.3617 - logcount_predictions_loss: 0.4027 78/2501 [..............................] - ETA: 5:35 - loss: 435.9762 - logits_profile_predictions_loss: 427.3203 - logcount_predictions_loss: 0.4026 79/2501 [..............................] - ETA: 5:35 - loss: 435.9304 - logits_profile_predictions_loss: 427.2765 - logcount_predictions_loss: 0.4025 80/2501 [..............................] - ETA: 5:35 - loss: 435.8738 - logits_profile_predictions_loss: 427.2211 - logcount_predictions_loss: 0.4025 81/2501 [..............................] - ETA: 5:35 - loss: 435.8090 - logits_profile_predictions_loss: 427.1569 - logcount_predictions_loss: 0.4024 82/2501 [..............................] - ETA: 5:35 - loss: 435.7365 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 431.3514 - logits_profile_predictions_loss: 422.8487 - logcount_predictions_loss: 0.3955 2490/2501 [============================>.] - ETA: 1s - loss: 431.3514 - logits_profile_predictions_loss: 422.8487 - logcount_predictions_loss: 0.3955 2491/2501 [============================>.] - ETA: 1s - loss: 431.3514 - logits_profile_predictions_loss: 422.8487 - logcount_predictions_loss: 0.3955 2492/2501 [============================>.] - ETA: 1s - loss: 431.3514 - logits_profile_predictions_loss: 422.8487 - logcount_predictions_loss: 0.3955 2493/2501 [============================>.] - ETA: 1s - loss: 431.3514 - logits_profile_predictions_loss: 422.8487 - logcount_predictions_loss: 0.3955 2494/2501 [============================>.] - ETA: 0s - loss: 431.3514 - logits_profile_predictions_loss: 422.8487 - logcount_predictions_loss: 0.3955 2495/2501 [============================>.] - ETA: 0s - loss: 431.3514 - logits_profile_predictions_loss: 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146ms/step - loss: 431.3514 - logits_profile_predictions_loss: 422.8489 - logcount_predictions_loss: 0.3955 - val_loss: 545.6954 - val_logits_profile_predictions_loss: 526.6243 - val_logcount_predictions_loss: 0.8870 Epoch 00015: val_loss did not improve from 543.72516 Epoch 16/50 1/2501 [..............................] - ETA: 6:42 - loss: 381.3617 - logits_profile_predictions_loss: 373.6112 - logcount_predictions_loss: 0.3605 2/2501 [..............................] - ETA: 5:47 - loss: 393.8232 - logits_profile_predictions_loss: 386.4149 - logcount_predictions_loss: 0.3446 3/2501 [..............................] - ETA: 5:47 - loss: 402.4627 - logits_profile_predictions_loss: 395.0844 - logcount_predictions_loss: 0.3432 4/2501 [..............................] - ETA: 5:47 - loss: 409.8061 - logits_profile_predictions_loss: 402.2046 - logcount_predictions_loss: 0.3536 5/2501 [..............................] - ETA: 5:47 - loss: 411.6400 - logits_profile_predictions_loss: 403.7976 - logcount_predictions_loss: 0.3648 6/2501 [..............................] - ETA: 5:46 - loss: 413.5786 - logits_profile_predictions_loss: 405.5286 - logcount_predictions_loss: 0.3744 7/2501 [..............................] - ETA: 5:46 - loss: 415.9317 - logits_profile_predictions_loss: 407.7789 - logcount_predictions_loss: 0.3792 8/2501 [..............................] - ETA: 5:46 - loss: 417.9883 - logits_profile_predictions_loss: 409.7551 - logcount_predictions_loss: 0.3829 9/2501 [..............................] - ETA: 5:45 - loss: 418.6140 - logits_profile_predictions_loss: 410.3579 - logcount_predictions_loss: 0.3840 10/2501 [..............................] - ETA: 5:45 - loss: 418.6928 - logits_profile_predictions_loss: 410.3910 - logcount_predictions_loss: 0.3861 11/2501 [..............................] - ETA: 5:45 - loss: 418.9073 - logits_profile_predictions_loss: 410.5685 - logcount_predictions_loss: 0.3879 12/2501 [..............................] - ETA: 5:45 - loss: 418.8323 - logits_profile_predictions_loss: 410.4844 - logcount_predictions_loss: 0.3883 13/2501 [..............................] - ETA: 5:45 - loss: 418.4924 - logits_profile_predictions_loss: 410.1075 - logcount_predictions_loss: 0.3900 14/2501 [..............................] - ETA: 5:44 - loss: 418.0354 - logits_profile_predictions_loss: 409.5895 - logcount_predictions_loss: 0.3928 15/2501 [..............................] - ETA: 5:44 - loss: 417.5309 - logits_profile_predictions_loss: 409.0306 - logcount_predictions_loss: 0.3954 16/2501 [..............................] - ETA: 5:44 - loss: 417.1689 - logits_profile_predictions_loss: 408.6181 - logcount_predictions_loss: 0.3977 17/2501 [..............................] - ETA: 5:44 - loss: 417.1011 - logits_profile_predictions_loss: 408.5269 - logcount_predictions_loss: 0.3988 18/2501 [..............................] - ETA: 5:44 - loss: 416.9034 - logits_profile_predictions_loss: 408.2968 - logcount_predictions_loss: 0.4003 19/2501 [..............................] - ETA: 5:44 - loss: 416.5996 - logits_profile_predictions_loss: 407.9628 - logcount_predictions_loss: 0.4017 20/2501 [..............................] - ETA: 5:44 - loss: 416.4479 - logits_profile_predictions_loss: 407.7894 - logcount_predictions_loss: 0.4027 21/2501 [..............................] - ETA: 5:43 - loss: 416.3118 - logits_profile_predictions_loss: 407.6365 - logcount_predictions_loss: 0.4035 22/2501 [..............................] - ETA: 5:43 - loss: 416.3113 - logits_profile_predictions_loss: 407.6245 - logcount_predictions_loss: 0.4040 23/2501 [..............................] - ETA: 5:43 - loss: 416.4330 - logits_profile_predictions_loss: 407.7295 - logcount_predictions_loss: 0.4048 24/2501 [..............................] - ETA: 5:43 - loss: 416.5132 - logits_profile_predictions_loss: 407.7964 - logcount_predictions_loss: 0.4054 25/2501 [..............................] - ETA: 5:43 - loss: 416.6543 - logits_profile_predictions_loss: 407.9282 - logcount_predictions_loss: 0.4059 26/2501 [..............................] - ETA: 5:43 - loss: 416.7840 - logits_profile_predictions_loss: 408.0498 - logcount_predictions_loss: 0.4062 27/2501 [..............................] - ETA: 5:42 - loss: 416.9220 - logits_profile_predictions_loss: 408.1835 - logcount_predictions_loss: 0.4064 28/2501 [..............................] - ETA: 5:42 - loss: 417.0328 - logits_profile_predictions_loss: 408.2862 - logcount_predictions_loss: 0.4068 29/2501 [..............................] - ETA: 5:42 - loss: 417.0969 - logits_profile_predictions_loss: 408.3425 - logcount_predictions_loss: 0.4072 30/2501 [..............................] - ETA: 5:42 - loss: 417.1709 - logits_profile_predictions_loss: 408.4101 - logcount_predictions_loss: 0.4075 31/2501 [..............................] - ETA: 5:42 - loss: 417.2857 - logits_profile_predictions_loss: 408.5161 - logcount_predictions_loss: 0.4079 32/2501 [..............................] - ETA: 5:42 - loss: 417.4334 - logits_profile_predictions_loss: 408.6567 - logcount_predictions_loss: 0.4082 33/2501 [..............................] - ETA: 5:42 - loss: 417.6031 - logits_profile_predictions_loss: 408.8224 - logcount_predictions_loss: 0.4084 34/2501 [..............................] - ETA: 5:42 - loss: 417.8053 - logits_profile_predictions_loss: 409.0179 - logcount_predictions_loss: 0.4087 35/2501 [..............................] - ETA: 5:41 - loss: 417.9726 - logits_profile_predictions_loss: 409.1761 - logcount_predictions_loss: 0.4091 36/2501 [..............................] - ETA: 5:41 - loss: 418.1117 - logits_profile_predictions_loss: 409.3088 - logcount_predictions_loss: 0.4094 37/2501 [..............................] - ETA: 5:41 - loss: 418.2517 - logits_profile_predictions_loss: 409.4434 - logcount_predictions_loss: 0.4097 38/2501 [..............................] - ETA: 5:41 - loss: 418.3690 - logits_profile_predictions_loss: 409.5561 - logcount_predictions_loss: 0.4099 39/2501 [..............................] - ETA: 5:41 - loss: 418.4408 - logits_profile_predictions_loss: 409.6205 - logcount_predictions_loss: 0.4102 40/2501 [..............................] - ETA: 5:41 - loss: 418.4754 - logits_profile_predictions_loss: 409.6460 - logcount_predictions_loss: 0.4107 41/2501 [..............................] - ETA: 5:40 - loss: 418.5259 - logits_profile_predictions_loss: 409.6883 - logcount_predictions_loss: 0.4110 42/2501 [..............................] - ETA: 5:40 - loss: 418.5958 - logits_profile_predictions_loss: 409.7505 - logcount_predictions_loss: 0.4114 43/2501 [..............................] - ETA: 5:40 - loss: 418.7130 - logits_profile_predictions_loss: 409.8605 - logcount_predictions_loss: 0.4117 44/2501 [..............................] - ETA: 5:40 - loss: 418.8628 - logits_profile_predictions_loss: 410.0050 - logcount_predictions_loss: 0.4120 45/2501 [..............................] - ETA: 5:40 - loss: 419.0344 - logits_profile_predictions_loss: 410.1712 - logcount_predictions_loss: 0.4122 46/2501 [..............................] - ETA: 5:40 - loss: 419.2016 - logits_profile_predictions_loss: 410.3342 - logcount_predictions_loss: 0.4124 47/2501 [..............................] - ETA: 5:40 - loss: 419.3636 - logits_profile_predictions_loss: 410.4937 - logcount_predictions_loss: 0.4126 48/2501 [..............................] - ETA: 5:40 - loss: 419.5019 - logits_profile_predictions_loss: 410.6306 - logcount_predictions_loss: 0.4126 49/2501 [..............................] - ETA: 5:39 - loss: 419.6385 - logits_profile_predictions_loss: 410.7667 - logcount_predictions_loss: 0.4126 50/2501 [..............................] - ETA: 5:39 - loss: 419.7740 - logits_profile_predictions_loss: 410.9022 - logcount_predictions_loss: 0.4126 51/2501 [..............................] - ETA: 5:39 - loss: 419.9266 - logits_profile_predictions_loss: 411.0486 - logcount_predictions_loss: 0.4129 52/2501 [..............................] - ETA: 5:39 - loss: 420.0542 - logits_profile_predictions_loss: 411.1693 - logcount_predictions_loss: 0.4133 53/2501 [..............................] - ETA: 5:39 - loss: 420.1754 - logits_profile_predictions_loss: 411.2849 - logcount_predictions_loss: 0.4135 54/2501 [..............................] - ETA: 5:39 - loss: 420.2916 - logits_profile_predictions_loss: 411.3963 - logcount_predictions_loss: 0.4137 55/2501 [..............................] - ETA: 5:39 - loss: 420.4244 - logits_profile_predictions_loss: 411.5247 - logcount_predictions_loss: 0.4139 56/2501 [..............................] - ETA: 5:38 - loss: 420.5603 - logits_profile_predictions_loss: 411.6567 - logcount_predictions_loss: 0.4141 57/2501 [..............................] - ETA: 5:38 - loss: 420.6944 - logits_profile_predictions_loss: 411.7880 - logcount_predictions_loss: 0.4143 58/2501 [..............................] - ETA: 5:38 - loss: 420.8117 - logits_profile_predictions_loss: 411.9020 - logcount_predictions_loss: 0.4144 59/2501 [..............................] - ETA: 5:38 - loss: 420.9238 - logits_profile_predictions_loss: 412.0111 - logcount_predictions_loss: 0.4145 60/2501 [..............................] - ETA: 5:38 - loss: 421.0435 - logits_profile_predictions_loss: 412.1281 - logcount_predictions_loss: 0.4147 61/2501 [..............................] - ETA: 5:38 - loss: 421.1496 - logits_profile_predictions_loss: 412.2324 - logcount_predictions_loss: 0.4148 62/2501 [..............................] - ETA: 5:38 - loss: 421.2588 - logits_profile_predictions_loss: 412.3404 - logcount_predictions_loss: 0.4148 63/2501 [..............................] - ETA: 5:38 - loss: 421.3665 - logits_profile_predictions_loss: 412.4476 - logcount_predictions_loss: 0.4148 64/2501 [..............................] - ETA: 5:37 - loss: 421.4786 - logits_profile_predictions_loss: 412.5601 - logcount_predictions_loss: 0.4148 65/2501 [..............................] - ETA: 5:37 - 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2452/2501 [============================>.] - ETA: 6s - loss: 428.0154 - logits_profile_predictions_loss: 419.8961 - logcount_predictions_loss: 0.3776 2453/2501 [============================>.] - ETA: 6s - loss: 428.0159 - logits_profile_predictions_loss: 419.8967 - logcount_predictions_loss: 0.3776 2454/2501 [============================>.] - ETA: 6s - loss: 428.0164 - logits_profile_predictions_loss: 419.8972 - logcount_predictions_loss: 0.3776 2455/2501 [============================>.] - ETA: 6s - loss: 428.0169 - logits_profile_predictions_loss: 419.8978 - logcount_predictions_loss: 0.3776 2456/2501 [============================>.] - ETA: 6s - loss: 428.0174 - logits_profile_predictions_loss: 419.8983 - logcount_predictions_loss: 0.3776 2457/2501 [============================>.] - ETA: 6s - loss: 428.0179 - logits_profile_predictions_loss: 419.8989 - logcount_predictions_loss: 0.3776 2458/2501 [============================>.] - ETA: 5s - loss: 428.0184 - 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[============================>.] - ETA: 4s - loss: 428.0220 - logits_profile_predictions_loss: 419.9034 - logcount_predictions_loss: 0.3776 2466/2501 [============================>.] - ETA: 4s - loss: 428.0225 - logits_profile_predictions_loss: 419.9040 - logcount_predictions_loss: 0.3776 2467/2501 [============================>.] - ETA: 4s - loss: 428.0230 - logits_profile_predictions_loss: 419.9046 - logcount_predictions_loss: 0.3776 2468/2501 [============================>.] - ETA: 4s - loss: 428.0235 - logits_profile_predictions_loss: 419.9051 - logcount_predictions_loss: 0.3776 2469/2501 [============================>.] - ETA: 4s - loss: 428.0240 - logits_profile_predictions_loss: 419.9057 - logcount_predictions_loss: 0.3776 2470/2501 [============================>.] - ETA: 4s - loss: 428.0245 - logits_profile_predictions_loss: 419.9062 - logcount_predictions_loss: 0.3776 2471/2501 [============================>.] - ETA: 4s - loss: 428.0250 - logits_profile_predictions_loss: 419.9068 - logcount_predictions_loss: 0.3776 2472/2501 [============================>.] - ETA: 4s - loss: 428.0255 - logits_profile_predictions_loss: 419.9073 - logcount_predictions_loss: 0.3776 2473/2501 [============================>.] - ETA: 3s - loss: 428.0260 - logits_profile_predictions_loss: 419.9079 - logcount_predictions_loss: 0.3776 2474/2501 [============================>.] - ETA: 3s - loss: 428.0265 - logits_profile_predictions_loss: 419.9084 - logcount_predictions_loss: 0.3776 2475/2501 [============================>.] - ETA: 3s - loss: 428.0270 - logits_profile_predictions_loss: 419.9090 - logcount_predictions_loss: 0.3776 2476/2501 [============================>.] - ETA: 3s - loss: 428.0275 - logits_profile_predictions_loss: 419.9095 - logcount_predictions_loss: 0.3776 2477/2501 [============================>.] - ETA: 3s - loss: 428.0280 - logits_profile_predictions_loss: 419.9101 - logcount_predictions_loss: 0.3776 2478/2501 [============================>.] - ETA: 3s - loss: 428.0284 - logits_profile_predictions_loss: 419.9106 - logcount_predictions_loss: 0.3776 2479/2501 [============================>.] - ETA: 3s - loss: 428.0289 - logits_profile_predictions_loss: 419.9112 - logcount_predictions_loss: 0.3776 2480/2501 [============================>.] - ETA: 2s - loss: 428.0295 - logits_profile_predictions_loss: 419.9118 - logcount_predictions_loss: 0.3776 2481/2501 [============================>.] - ETA: 2s - loss: 428.0300 - logits_profile_predictions_loss: 419.9123 - logcount_predictions_loss: 0.3776 2482/2501 [============================>.] - ETA: 2s - loss: 428.0305 - logits_profile_predictions_loss: 419.9129 - logcount_predictions_loss: 0.3776 2483/2501 [============================>.] - ETA: 2s - loss: 428.0310 - logits_profile_predictions_loss: 419.9135 - logcount_predictions_loss: 0.3776 2484/2501 [============================>.] - ETA: 2s - loss: 428.0315 - logits_profile_predictions_loss: 419.9140 - logcount_predictions_loss: 0.3775 2485/2501 [============================>.] - ETA: 2s - loss: 428.0320 - logits_profile_predictions_loss: 419.9146 - logcount_predictions_loss: 0.3775 2486/2501 [============================>.] - ETA: 2s - loss: 428.0325 - logits_profile_predictions_loss: 419.9152 - logcount_predictions_loss: 0.3775 2487/2501 [============================>.] - ETA: 1s - loss: 428.0331 - logits_profile_predictions_loss: 419.9158 - logcount_predictions_loss: 0.3775 2488/2501 [============================>.] - ETA: 1s - loss: 428.0336 - logits_profile_predictions_loss: 419.9164 - logcount_predictions_loss: 0.3775 2489/2501 [============================>.] - ETA: 1s - loss: 428.0341 - logits_profile_predictions_loss: 419.9170 - logcount_predictions_loss: 0.3775 2490/2501 [============================>.] - ETA: 1s - loss: 428.0346 - logits_profile_predictions_loss: 419.9175 - logcount_predictions_loss: 0.3775 2491/2501 [============================>.] - ETA: 1s - loss: 428.0352 - logits_profile_predictions_loss: 419.9181 - logcount_predictions_loss: 0.3775 2492/2501 [============================>.] - ETA: 1s - loss: 428.0357 - logits_profile_predictions_loss: 419.9187 - logcount_predictions_loss: 0.3775 2493/2501 [============================>.] - ETA: 1s - loss: 428.0363 - logits_profile_predictions_loss: 419.9193 - logcount_predictions_loss: 0.3775 2494/2501 [============================>.] - ETA: 0s - loss: 428.0368 - logits_profile_predictions_loss: 419.9199 - logcount_predictions_loss: 0.3775 2495/2501 [============================>.] - ETA: 0s - loss: 428.0373 - logits_profile_predictions_loss: 419.9205 - logcount_predictions_loss: 0.3775 2496/2501 [============================>.] - ETA: 0s - loss: 428.0378 - logits_profile_predictions_loss: 419.9211 - logcount_predictions_loss: 0.3775 2497/2501 [============================>.] - ETA: 0s - loss: 428.0384 - logits_profile_predictions_loss: 419.9217 - logcount_predictions_loss: 0.3775 2498/2501 [============================>.] - ETA: 0s - loss: 428.0389 - logits_profile_predictions_loss: 419.9223 - logcount_predictions_loss: 0.3775 2499/2501 [============================>.] - ETA: 0s - loss: 428.0394 - logits_profile_predictions_loss: 419.9229 - logcount_predictions_loss: 0.3775 2500/2501 [============================>.] - ETA: 0s - loss: 428.0400 - logits_profile_predictions_loss: 419.9235 - logcount_predictions_loss: 0.3775 2501/2501 [==============================] - ETA: 0s - loss: 428.0405 - logits_profile_predictions_loss: 419.9241 - logcount_predictions_loss: 0.3775 2501/2501 [==============================] - 366s 147ms/step - loss: 428.0410 - logits_profile_predictions_loss: 419.9246 - logcount_predictions_loss: 0.3775 - val_loss: 547.7285 - val_logits_profile_predictions_loss: 527.9617 - val_logcount_predictions_loss: 0.9194 Epoch 00016: val_loss did not improve from 543.72516 Epoch 17/50 1/2501 [..............................] - ETA: 6:53 - loss: 459.8907 - logits_profile_predictions_loss: 446.0925 - logcount_predictions_loss: 0.6418 2/2501 [..............................] - ETA: 5:50 - loss: 452.6518 - logits_profile_predictions_loss: 440.4823 - logcount_predictions_loss: 0.5660 3/2501 [..............................] - ETA: 5:48 - loss: 452.2799 - logits_profile_predictions_loss: 441.2791 - logcount_predictions_loss: 0.5117 4/2501 [..............................] - ETA: 5:47 - loss: 448.7908 - logits_profile_predictions_loss: 438.4813 - logcount_predictions_loss: 0.4795 5/2501 [..............................] - ETA: 5:47 - loss: 446.6472 - logits_profile_predictions_loss: 436.8695 - logcount_predictions_loss: 0.4548 6/2501 [..............................] - ETA: 5:46 - loss: 445.1366 - logits_profile_predictions_loss: 435.6452 - logcount_predictions_loss: 0.4415 7/2501 [..............................] - ETA: 5:46 - loss: 445.1225 - logits_profile_predictions_loss: 435.8281 - logcount_predictions_loss: 0.4323 8/2501 [..............................] - ETA: 5:46 - loss: 443.5011 - logits_profile_predictions_loss: 434.3717 - logcount_predictions_loss: 0.4246 9/2501 [..............................] - ETA: 5:46 - loss: 441.8245 - logits_profile_predictions_loss: 432.8379 - logcount_predictions_loss: 0.4180 10/2501 [..............................] - ETA: 5:46 - loss: 440.7350 - logits_profile_predictions_loss: 431.8816 - logcount_predictions_loss: 0.4118 11/2501 [..............................] - ETA: 5:45 - loss: 440.2809 - logits_profile_predictions_loss: 431.5569 - logcount_predictions_loss: 0.4058 12/2501 [..............................] - ETA: 5:45 - loss: 439.7995 - logits_profile_predictions_loss: 431.1822 - logcount_predictions_loss: 0.4008 13/2501 [..............................] - ETA: 5:45 - loss: 439.2611 - logits_profile_predictions_loss: 430.7215 - logcount_predictions_loss: 0.3972 14/2501 [..............................] - ETA: 5:45 - loss: 438.8529 - logits_profile_predictions_loss: 430.3764 - logcount_predictions_loss: 0.3943 15/2501 [..............................] - ETA: 5:45 - loss: 438.4448 - logits_profile_predictions_loss: 430.0208 - logcount_predictions_loss: 0.3918 16/2501 [..............................] - ETA: 5:44 - loss: 438.2118 - logits_profile_predictions_loss: 429.8348 - logcount_predictions_loss: 0.3896 17/2501 [..............................] - ETA: 5:44 - loss: 438.1038 - logits_profile_predictions_loss: 429.7640 - logcount_predictions_loss: 0.3879 18/2501 [..............................] - ETA: 5:44 - loss: 438.0701 - logits_profile_predictions_loss: 429.7725 - logcount_predictions_loss: 0.3859 19/2501 [..............................] - ETA: 5:44 - loss: 437.8681 - logits_profile_predictions_loss: 429.6145 - logcount_predictions_loss: 0.3839 20/2501 [..............................] - ETA: 5:44 - loss: 437.6219 - logits_profile_predictions_loss: 429.4085 - logcount_predictions_loss: 0.3820 21/2501 [..............................] - ETA: 5:44 - loss: 437.3938 - logits_profile_predictions_loss: 429.2206 - logcount_predictions_loss: 0.3802 22/2501 [..............................] - ETA: 5:43 - loss: 437.2398 - logits_profile_predictions_loss: 429.1100 - logcount_predictions_loss: 0.3781 23/2501 [..............................] - ETA: 5:43 - loss: 437.0882 - logits_profile_predictions_loss: 428.9984 - logcount_predictions_loss: 0.3763 24/2501 [..............................] - ETA: 5:43 - loss: 436.9766 - logits_profile_predictions_loss: 428.9271 - logcount_predictions_loss: 0.3744 25/2501 [..............................] - ETA: 5:43 - loss: 436.8900 - logits_profile_predictions_loss: 428.8751 - logcount_predictions_loss: 0.3728 26/2501 [..............................] - ETA: 5:43 - loss: 436.7368 - logits_profile_predictions_loss: 428.7578 - logcount_predictions_loss: 0.3711 27/2501 [..............................] - ETA: 5:43 - loss: 436.6591 - logits_profile_predictions_loss: 428.7172 - logcount_predictions_loss: 0.3694 28/2501 [..............................] - ETA: 5:43 - loss: 436.6058 - logits_profile_predictions_loss: 428.6925 - logcount_predictions_loss: 0.3681 29/2501 [..............................] - ETA: 5:43 - loss: 436.4572 - logits_profile_predictions_loss: 428.5693 - logcount_predictions_loss: 0.3669 30/2501 [..............................] - ETA: 5:42 - loss: 436.3276 - logits_profile_predictions_loss: 428.4645 - logcount_predictions_loss: 0.3657 31/2501 [..............................] - ETA: 5:42 - loss: 436.2050 - logits_profile_predictions_loss: 428.3668 - logcount_predictions_loss: 0.3646 32/2501 [..............................] - ETA: 5:42 - loss: 436.0372 - logits_profile_predictions_loss: 428.2228 - logcount_predictions_loss: 0.3635 33/2501 [..............................] - ETA: 5:42 - loss: 435.8562 - logits_profile_predictions_loss: 428.0630 - logcount_predictions_loss: 0.3625 34/2501 [..............................] - ETA: 5:42 - loss: 435.6818 - logits_profile_predictions_loss: 427.9100 - logcount_predictions_loss: 0.3615 35/2501 [..............................] - ETA: 5:42 - loss: 435.5278 - logits_profile_predictions_loss: 427.7784 - logcount_predictions_loss: 0.3604 36/2501 [..............................] - ETA: 5:42 - loss: 435.3489 - logits_profile_predictions_loss: 427.6213 - logcount_predictions_loss: 0.3594 37/2501 [..............................] - ETA: 5:42 - loss: 435.1486 - logits_profile_predictions_loss: 427.4420 - logcount_predictions_loss: 0.3584 38/2501 [..............................] - ETA: 5:42 - loss: 434.9456 - logits_profile_predictions_loss: 427.2577 - logcount_predictions_loss: 0.3576 39/2501 [..............................] - ETA: 5:41 - loss: 434.7566 - logits_profile_predictions_loss: 427.0880 - logcount_predictions_loss: 0.3567 40/2501 [..............................] - ETA: 5:41 - loss: 434.5842 - logits_profile_predictions_loss: 426.9319 - logcount_predictions_loss: 0.3559 41/2501 [..............................] - ETA: 5:41 - loss: 434.4310 - logits_profile_predictions_loss: 426.7922 - logcount_predictions_loss: 0.3553 42/2501 [..............................] - ETA: 5:41 - loss: 434.2756 - logits_profile_predictions_loss: 426.6498 - logcount_predictions_loss: 0.3547 43/2501 [..............................] - ETA: 5:41 - loss: 434.1041 - logits_profile_predictions_loss: 426.4921 - logcount_predictions_loss: 0.3540 44/2501 [..............................] - ETA: 5:41 - loss: 433.9270 - logits_profile_predictions_loss: 426.3289 - logcount_predictions_loss: 0.3534 45/2501 [..............................] - ETA: 5:41 - loss: 433.7990 - logits_profile_predictions_loss: 426.2149 - logcount_predictions_loss: 0.3527 46/2501 [..............................] - ETA: 5:41 - loss: 433.6835 - logits_profile_predictions_loss: 426.1095 - logcount_predictions_loss: 0.3523 47/2501 [..............................] - ETA: 5:40 - loss: 433.5917 - logits_profile_predictions_loss: 426.0265 - logcount_predictions_loss: 0.3519 48/2501 [..............................] - ETA: 5:40 - loss: 433.4945 - logits_profile_predictions_loss: 425.9371 - logcount_predictions_loss: 0.3515 49/2501 [..............................] - ETA: 5:40 - loss: 433.3749 - logits_profile_predictions_loss: 425.8253 - logcount_predictions_loss: 0.3511 50/2501 [..............................] - ETA: 5:40 - loss: 433.2338 - logits_profile_predictions_loss: 425.6920 - logcount_predictions_loss: 0.3508 51/2501 [..............................] - ETA: 5:40 - loss: 433.0931 - logits_profile_predictions_loss: 425.5593 - logcount_predictions_loss: 0.3504 52/2501 [..............................] - ETA: 5:40 - loss: 432.9364 - logits_profile_predictions_loss: 425.4091 - logcount_predictions_loss: 0.3501 53/2501 [..............................] - ETA: 5:39 - loss: 432.7926 - logits_profile_predictions_loss: 425.2726 - logcount_predictions_loss: 0.3498 54/2501 [..............................] - ETA: 5:39 - loss: 432.6568 - logits_profile_predictions_loss: 425.1443 - logcount_predictions_loss: 0.3494 55/2501 [..............................] - ETA: 5:39 - loss: 432.5256 - logits_profile_predictions_loss: 425.0189 - logcount_predictions_loss: 0.3491 56/2501 [..............................] - ETA: 5:39 - loss: 432.3983 - logits_profile_predictions_loss: 424.8970 - logcount_predictions_loss: 0.3489 57/2501 [..............................] - ETA: 5:39 - loss: 432.2785 - logits_profile_predictions_loss: 424.7825 - logcount_predictions_loss: 0.3486 58/2501 [..............................] - ETA: 5:39 - loss: 432.1756 - logits_profile_predictions_loss: 424.6849 - logcount_predictions_loss: 0.3484 59/2501 [..............................] - ETA: 5:39 - loss: 432.0640 - logits_profile_predictions_loss: 424.5776 - logcount_predictions_loss: 0.3482 60/2501 [..............................] - ETA: 5:38 - loss: 431.9391 - logits_profile_predictions_loss: 424.4556 - logcount_predictions_loss: 0.3481 61/2501 [..............................] - ETA: 5:38 - loss: 431.8050 - logits_profile_predictions_loss: 424.3235 - logcount_predictions_loss: 0.3480 62/2501 [..............................] - ETA: 5:38 - loss: 431.6851 - logits_profile_predictions_loss: 424.2063 - logcount_predictions_loss: 0.3478 63/2501 [..............................] - ETA: 5:38 - loss: 431.5630 - logits_profile_predictions_loss: 424.0861 - logcount_predictions_loss: 0.3478 64/2501 [..............................] - ETA: 5:38 - loss: 431.4460 - logits_profile_predictions_loss: 423.9714 - logcount_predictions_loss: 0.3477 65/2501 [..............................] - ETA: 5:38 - loss: 431.3356 - logits_profile_predictions_loss: 423.8632 - logcount_predictions_loss: 0.3476 66/2501 [..............................] - ETA: 5:38 - loss: 431.2193 - logits_profile_predictions_loss: 423.7493 - logcount_predictions_loss: 0.3474 67/2501 [..............................] - ETA: 5:37 - loss: 431.1009 - logits_profile_predictions_loss: 423.6334 - logcount_predictions_loss: 0.3473 68/2501 [..............................] - ETA: 5:37 - loss: 430.9887 - logits_profile_predictions_loss: 423.5242 - logcount_predictions_loss: 0.3472 69/2501 [..............................] - ETA: 5:37 - loss: 430.8816 - logits_profile_predictions_loss: 423.4187 - logcount_predictions_loss: 0.3471 70/2501 [..............................] - ETA: 5:37 - loss: 430.7750 - logits_profile_predictions_loss: 423.3139 - logcount_predictions_loss: 0.3470 71/2501 [..............................] - ETA: 5:37 - loss: 430.6713 - logits_profile_predictions_loss: 423.2119 - logcount_predictions_loss: 0.3469 72/2501 [..............................] - ETA: 5:37 - loss: 430.5617 - logits_profile_predictions_loss: 423.1042 - logcount_predictions_loss: 0.3469 73/2501 [..............................] - ETA: 5:37 - loss: 430.4545 - logits_profile_predictions_loss: 422.9988 - logcount_predictions_loss: 0.3468 74/2501 [..............................] - ETA: 5:36 - loss: 430.3534 - logits_profile_predictions_loss: 422.8995 - logcount_predictions_loss: 0.3467 75/2501 [..............................] - ETA: 5:36 - loss: 430.2487 - logits_profile_predictions_loss: 422.7968 - logcount_predictions_loss: 0.3466 76/2501 [..............................] - ETA: 5:36 - loss: 430.1525 - logits_profile_predictions_loss: 422.7017 - logcount_predictions_loss: 0.3465 77/2501 [..............................] - ETA: 5:36 - loss: 430.0592 - logits_profile_predictions_loss: 422.6092 - logcount_predictions_loss: 0.3465 78/2501 [..............................] - ETA: 5:36 - loss: 429.9678 - logits_profile_predictions_loss: 422.5176 - logcount_predictions_loss: 0.3465 79/2501 [..............................] - ETA: 5:36 - loss: 429.8741 - logits_profile_predictions_loss: 422.4238 - logcount_predictions_loss: 0.3465 80/2501 [..............................] - ETA: 5:35 - loss: 429.7868 - logits_profile_predictions_loss: 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[============================>.] - ETA: 4s - loss: 425.0644 - logits_profile_predictions_loss: 417.9433 - logcount_predictions_loss: 0.3312 2468/2501 [============================>.] - ETA: 4s - loss: 425.0645 - logits_profile_predictions_loss: 417.9435 - logcount_predictions_loss: 0.3312 2469/2501 [============================>.] - ETA: 4s - loss: 425.0647 - logits_profile_predictions_loss: 417.9437 - logcount_predictions_loss: 0.3312 2470/2501 [============================>.] - ETA: 4s - loss: 425.0648 - logits_profile_predictions_loss: 417.9438 - logcount_predictions_loss: 0.3312 2471/2501 [============================>.] - ETA: 4s - loss: 425.0649 - logits_profile_predictions_loss: 417.9440 - logcount_predictions_loss: 0.3312 2472/2501 [============================>.] - ETA: 4s - loss: 425.0650 - logits_profile_predictions_loss: 417.9442 - logcount_predictions_loss: 0.3312 2473/2501 [============================>.] - ETA: 3s - loss: 425.0652 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 417.9473 - logcount_predictions_loss: 0.3311 2494/2501 [============================>.] - ETA: 0s - loss: 425.0672 - logits_profile_predictions_loss: 417.9474 - logcount_predictions_loss: 0.3311 2495/2501 [============================>.] - ETA: 0s - loss: 425.0673 - logits_profile_predictions_loss: 417.9476 - logcount_predictions_loss: 0.3311 2496/2501 [============================>.] - ETA: 0s - loss: 425.0674 - logits_profile_predictions_loss: 417.9478 - logcount_predictions_loss: 0.3311 2497/2501 [============================>.] - ETA: 0s - loss: 425.0676 - logits_profile_predictions_loss: 417.9480 - logcount_predictions_loss: 0.3311 2498/2501 [============================>.] - ETA: 0s - loss: 425.0677 - logits_profile_predictions_loss: 417.9481 - logcount_predictions_loss: 0.3311 2499/2501 [============================>.] - ETA: 0s - loss: 425.0678 - logits_profile_predictions_loss: 417.9483 - logcount_predictions_loss: 0.3311 2500/2501 [============================>.] - ETA: 0s - loss: 425.0679 - logits_profile_predictions_loss: 417.9485 - logcount_predictions_loss: 0.3311 2501/2501 [==============================] - ETA: 0s - loss: 425.0681 - logits_profile_predictions_loss: 417.9487 - logcount_predictions_loss: 0.3311 2501/2501 [==============================] - 366s 146ms/step - loss: 425.0682 - logits_profile_predictions_loss: 417.9488 - logcount_predictions_loss: 0.3311 - val_loss: 548.5822 - val_logits_profile_predictions_loss: 528.0417 - val_logcount_predictions_loss: 0.9554 Epoch 00017: val_loss did not improve from 543.72516 Epoch 18/50 1/2501 [..............................] - ETA: 6:54 - loss: 473.7552 - logits_profile_predictions_loss: 470.3664 - logcount_predictions_loss: 0.1576 2/2501 [..............................] - ETA: 6:25 - loss: 465.0045 - logits_profile_predictions_loss: 461.5340 - logcount_predictions_loss: 0.1614 3/2501 [..............................] - ETA: 6:05 - loss: 460.8590 - logits_profile_predictions_loss: 456.9461 - logcount_predictions_loss: 0.1820 4/2501 [..............................] - ETA: 5:59 - loss: 460.7168 - logits_profile_predictions_loss: 456.4182 - logcount_predictions_loss: 0.1999 5/2501 [..............................] - ETA: 5:55 - loss: 458.5260 - logits_profile_predictions_loss: 453.9451 - logcount_predictions_loss: 0.2131 6/2501 [..............................] - ETA: 5:53 - loss: 455.4842 - logits_profile_predictions_loss: 450.7245 - logcount_predictions_loss: 0.2214 7/2501 [..............................] - ETA: 5:52 - loss: 453.0495 - logits_profile_predictions_loss: 448.1968 - logcount_predictions_loss: 0.2257 8/2501 [..............................] - ETA: 5:51 - loss: 450.8558 - logits_profile_predictions_loss: 445.8849 - logcount_predictions_loss: 0.2312 9/2501 [..............................] - ETA: 5:50 - loss: 449.1334 - logits_profile_predictions_loss: 444.0793 - logcount_predictions_loss: 0.2351 10/2501 [..............................] - ETA: 5:49 - loss: 447.6524 - logits_profile_predictions_loss: 442.5449 - logcount_predictions_loss: 0.2376 11/2501 [..............................] - ETA: 5:49 - loss: 446.0372 - logits_profile_predictions_loss: 440.8713 - logcount_predictions_loss: 0.2403 12/2501 [..............................] - ETA: 5:48 - loss: 445.3239 - logits_profile_predictions_loss: 440.1201 - logcount_predictions_loss: 0.2420 13/2501 [..............................] - ETA: 5:48 - loss: 444.6437 - logits_profile_predictions_loss: 439.4135 - logcount_predictions_loss: 0.2433 14/2501 [..............................] - ETA: 5:47 - loss: 443.7803 - logits_profile_predictions_loss: 438.5277 - logcount_predictions_loss: 0.2443 15/2501 [..............................] - ETA: 5:47 - loss: 443.1020 - logits_profile_predictions_loss: 437.8274 - logcount_predictions_loss: 0.2453 16/2501 [..............................] - ETA: 5:46 - loss: 442.4189 - logits_profile_predictions_loss: 437.1234 - logcount_predictions_loss: 0.2463 17/2501 [..............................] - ETA: 5:46 - loss: 441.7452 - logits_profile_predictions_loss: 436.4357 - logcount_predictions_loss: 0.2470 18/2501 [..............................] - ETA: 5:46 - loss: 441.2089 - logits_profile_predictions_loss: 435.8798 - logcount_predictions_loss: 0.2479 19/2501 [..............................] - ETA: 5:46 - loss: 440.7425 - logits_profile_predictions_loss: 435.3959 - logcount_predictions_loss: 0.2487 20/2501 [..............................] - ETA: 5:45 - loss: 440.4239 - logits_profile_predictions_loss: 435.0582 - logcount_predictions_loss: 0.2496 21/2501 [..............................] - ETA: 5:45 - loss: 440.1607 - logits_profile_predictions_loss: 434.7756 - logcount_predictions_loss: 0.2505 22/2501 [..............................] - ETA: 5:45 - loss: 439.8596 - logits_profile_predictions_loss: 434.4593 - logcount_predictions_loss: 0.2512 23/2501 [..............................] - ETA: 5:45 - loss: 439.5938 - logits_profile_predictions_loss: 434.1828 - logcount_predictions_loss: 0.2517 24/2501 [..............................] - ETA: 5:44 - loss: 439.4223 - logits_profile_predictions_loss: 434.0002 - logcount_predictions_loss: 0.2522 25/2501 [..............................] - ETA: 5:44 - loss: 439.3056 - logits_profile_predictions_loss: 433.8744 - logcount_predictions_loss: 0.2526 26/2501 [..............................] - ETA: 5:44 - loss: 439.1266 - logits_profile_predictions_loss: 433.6848 - logcount_predictions_loss: 0.2531 27/2501 [..............................] - ETA: 5:44 - loss: 438.8190 - logits_profile_predictions_loss: 433.3633 - logcount_predictions_loss: 0.2538 28/2501 [..............................] - ETA: 5:44 - loss: 438.5227 - logits_profile_predictions_loss: 433.0523 - logcount_predictions_loss: 0.2544 29/2501 [..............................] - ETA: 5:44 - loss: 438.2884 - logits_profile_predictions_loss: 432.8052 - logcount_predictions_loss: 0.2550 30/2501 [..............................] - ETA: 5:43 - loss: 438.0795 - logits_profile_predictions_loss: 432.5873 - logcount_predictions_loss: 0.2555 31/2501 [..............................] - ETA: 5:43 - loss: 437.9012 - logits_profile_predictions_loss: 432.3995 - logcount_predictions_loss: 0.2559 32/2501 [..............................] - ETA: 5:43 - loss: 437.7249 - logits_profile_predictions_loss: 432.2165 - logcount_predictions_loss: 0.2562 33/2501 [..............................] - ETA: 5:43 - loss: 437.5206 - logits_profile_predictions_loss: 432.0070 - logcount_predictions_loss: 0.2564 34/2501 [..............................] - ETA: 5:43 - loss: 437.3020 - logits_profile_predictions_loss: 431.7845 - logcount_predictions_loss: 0.2566 35/2501 [..............................] - ETA: 5:42 - loss: 437.0726 - logits_profile_predictions_loss: 431.5495 - logcount_predictions_loss: 0.2569 36/2501 [..............................] - ETA: 5:42 - loss: 436.8498 - logits_profile_predictions_loss: 431.3206 - logcount_predictions_loss: 0.2572 37/2501 [..............................] - ETA: 5:42 - loss: 436.6101 - logits_profile_predictions_loss: 431.0749 - logcount_predictions_loss: 0.2575 38/2501 [..............................] - ETA: 5:42 - loss: 436.4156 - logits_profile_predictions_loss: 430.8753 - logcount_predictions_loss: 0.2577 39/2501 [..............................] - ETA: 5:42 - loss: 436.2329 - logits_profile_predictions_loss: 430.6872 - logcount_predictions_loss: 0.2579 40/2501 [..............................] - ETA: 5:42 - loss: 436.0677 - logits_profile_predictions_loss: 430.5170 - logcount_predictions_loss: 0.2582 41/2501 [..............................] - ETA: 5:41 - loss: 435.9121 - logits_profile_predictions_loss: 430.3546 - logcount_predictions_loss: 0.2585 42/2501 [..............................] - ETA: 5:41 - loss: 435.7501 - logits_profile_predictions_loss: 430.1844 - logcount_predictions_loss: 0.2589 43/2501 [..............................] - ETA: 5:41 - loss: 435.5818 - logits_profile_predictions_loss: 430.0076 - logcount_predictions_loss: 0.2593 44/2501 [..............................] - ETA: 5:41 - loss: 435.3861 - logits_profile_predictions_loss: 429.8030 - logcount_predictions_loss: 0.2597 45/2501 [..............................] - ETA: 5:41 - loss: 435.1732 - logits_profile_predictions_loss: 429.5825 - logcount_predictions_loss: 0.2600 46/2501 [..............................] - ETA: 5:41 - loss: 434.9778 - logits_profile_predictions_loss: 429.3772 - logcount_predictions_loss: 0.2605 47/2501 [..............................] - ETA: 5:40 - loss: 434.8066 - logits_profile_predictions_loss: 429.1979 - logcount_predictions_loss: 0.2609 48/2501 [..............................] - ETA: 5:40 - loss: 434.6549 - logits_profile_predictions_loss: 429.0387 - logcount_predictions_loss: 0.2612 49/2501 [..............................] - ETA: 5:40 - loss: 434.5302 - logits_profile_predictions_loss: 428.9068 - logcount_predictions_loss: 0.2616 50/2501 [..............................] - ETA: 5:40 - loss: 434.4175 - logits_profile_predictions_loss: 428.7883 - logcount_predictions_loss: 0.2618 51/2501 [..............................] - ETA: 5:40 - loss: 434.3000 - logits_profile_predictions_loss: 428.6649 - logcount_predictions_loss: 0.2621 52/2501 [..............................] - ETA: 5:40 - loss: 434.1731 - logits_profile_predictions_loss: 428.5326 - logcount_predictions_loss: 0.2623 53/2501 [..............................] - ETA: 5:39 - loss: 434.0427 - logits_profile_predictions_loss: 428.3974 - logcount_predictions_loss: 0.2626 54/2501 [..............................] - ETA: 5:39 - loss: 433.9180 - logits_profile_predictions_loss: 428.2678 - logcount_predictions_loss: 0.2628 55/2501 [..............................] - ETA: 5:39 - loss: 433.7970 - logits_profile_predictions_loss: 428.1418 - logcount_predictions_loss: 0.2630 56/2501 [..............................] - ETA: 5:39 - loss: 433.6974 - logits_profile_predictions_loss: 428.0369 - logcount_predictions_loss: 0.2633 57/2501 [..............................] - ETA: 5:39 - loss: 433.5869 - logits_profile_predictions_loss: 427.9206 - logcount_predictions_loss: 0.2635 58/2501 [..............................] - ETA: 5:39 - loss: 433.4710 - logits_profile_predictions_loss: 427.7992 - logcount_predictions_loss: 0.2638 59/2501 [..............................] - ETA: 5:39 - loss: 433.3423 - logits_profile_predictions_loss: 427.6654 - logcount_predictions_loss: 0.2640 60/2501 [..............................] - ETA: 5:38 - loss: 433.2052 - logits_profile_predictions_loss: 427.5223 - logcount_predictions_loss: 0.2643 61/2501 [..............................] - ETA: 5:38 - loss: 433.0782 - logits_profile_predictions_loss: 427.3901 - logcount_predictions_loss: 0.2646 62/2501 [..............................] - ETA: 5:38 - loss: 432.9513 - logits_profile_predictions_loss: 427.2585 - logcount_predictions_loss: 0.2648 63/2501 [..............................] - ETA: 5:37 - loss: 432.8307 - logits_profile_predictions_loss: 427.1335 - logcount_predictions_loss: 0.2650 64/2501 [..............................] - ETA: 5:37 - loss: 432.7072 - logits_profile_predictions_loss: 427.0050 - logcount_predictions_loss: 0.2652 65/2501 [..............................] - ETA: 5:37 - loss: 432.5977 - logits_profile_predictions_loss: 426.8905 - logcount_predictions_loss: 0.2655 66/2501 [..............................] - ETA: 5:37 - loss: 432.5034 - logits_profile_predictions_loss: 426.7908 - logcount_predictions_loss: 0.2657 67/2501 [..............................] - ETA: 5:37 - loss: 432.4048 - logits_profile_predictions_loss: 426.6870 - logcount_predictions_loss: 0.2659 68/2501 [..............................] - ETA: 5:37 - loss: 432.3032 - logits_profile_predictions_loss: 426.5796 - logcount_predictions_loss: 0.2662 69/2501 [..............................] - ETA: 5:37 - loss: 432.2044 - logits_profile_predictions_loss: 426.4750 - logcount_predictions_loss: 0.2665 70/2501 [..............................] - ETA: 5:36 - loss: 432.1007 - logits_profile_predictions_loss: 426.3646 - logcount_predictions_loss: 0.2668 71/2501 [..............................] - ETA: 5:36 - loss: 431.9864 - logits_profile_predictions_loss: 426.2442 - logcount_predictions_loss: 0.2671 72/2501 [..............................] - ETA: 5:36 - loss: 431.8701 - logits_profile_predictions_loss: 426.1220 - logcount_predictions_loss: 0.2674 73/2501 [..............................] - ETA: 5:36 - loss: 431.7557 - logits_profile_predictions_loss: 426.0015 - logcount_predictions_loss: 0.2676 74/2501 [..............................] - ETA: 5:36 - loss: 431.6473 - logits_profile_predictions_loss: 425.8874 - logcount_predictions_loss: 0.2679 75/2501 [..............................] - ETA: 5:36 - loss: 431.5459 - logits_profile_predictions_loss: 425.7803 - logcount_predictions_loss: 0.2682 76/2501 [..............................] - ETA: 5:36 - loss: 431.4509 - logits_profile_predictions_loss: 425.6798 - logcount_predictions_loss: 0.2684 77/2501 [..............................] - ETA: 5:35 - loss: 431.3502 - logits_profile_predictions_loss: 425.5738 - logcount_predictions_loss: 0.2687 78/2501 [..............................] - ETA: 5:35 - loss: 431.2478 - logits_profile_predictions_loss: 425.4667 - logcount_predictions_loss: 0.2689 79/2501 [..............................] - ETA: 5:35 - loss: 431.1606 - logits_profile_predictions_loss: 425.3752 - logcount_predictions_loss: 0.2691 80/2501 [..............................] - ETA: 5:35 - loss: 431.0756 - logits_profile_predictions_loss: 425.2859 - logcount_predictions_loss: 0.2693 81/2501 [..............................] - ETA: 5:35 - loss: 431.0037 - logits_profile_predictions_loss: 425.2097 - logcount_predictions_loss: 0.2695 82/2501 [..............................] - ETA: 5:35 - loss: 430.9364 - logits_profile_predictions_loss: 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2443/2501 [============================>.] - ETA: 8s - loss: 423.1849 - logits_profile_predictions_loss: 416.6741 - logcount_predictions_loss: 0.3028 2444/2501 [============================>.] - ETA: 7s - loss: 423.1849 - logits_profile_predictions_loss: 416.6741 - logcount_predictions_loss: 0.3028 2445/2501 [============================>.] - ETA: 7s - loss: 423.1849 - logits_profile_predictions_loss: 416.6740 - logcount_predictions_loss: 0.3028 2446/2501 [============================>.] - ETA: 7s - loss: 423.1848 - logits_profile_predictions_loss: 416.6740 - logcount_predictions_loss: 0.3028 2447/2501 [============================>.] - ETA: 7s - loss: 423.1848 - logits_profile_predictions_loss: 416.6739 - logcount_predictions_loss: 0.3028 2448/2501 [============================>.] - ETA: 7s - loss: 423.1848 - logits_profile_predictions_loss: 416.6738 - logcount_predictions_loss: 0.3028 2449/2501 [============================>.] - ETA: 7s - loss: 423.1847 - logits_profile_predictions_loss: 416.6738 - logcount_predictions_loss: 0.3028 2450/2501 [============================>.] - ETA: 7s - loss: 423.1847 - logits_profile_predictions_loss: 416.6737 - logcount_predictions_loss: 0.3028 2451/2501 [============================>.] - ETA: 6s - loss: 423.1847 - logits_profile_predictions_loss: 416.6736 - logcount_predictions_loss: 0.3028 2452/2501 [============================>.] - ETA: 6s - loss: 423.1846 - logits_profile_predictions_loss: 416.6735 - logcount_predictions_loss: 0.3028 2453/2501 [============================>.] - ETA: 6s - loss: 423.1846 - logits_profile_predictions_loss: 416.6735 - logcount_predictions_loss: 0.3028 2454/2501 [============================>.] - ETA: 6s - loss: 423.1845 - logits_profile_predictions_loss: 416.6734 - logcount_predictions_loss: 0.3028 2455/2501 [============================>.] - ETA: 6s - loss: 423.1845 - logits_profile_predictions_loss: 416.6733 - logcount_predictions_loss: 0.3029 2456/2501 [============================>.] - ETA: 6s - loss: 423.1844 - logits_profile_predictions_loss: 416.6732 - logcount_predictions_loss: 0.3029 2457/2501 [============================>.] - ETA: 6s - loss: 423.1843 - logits_profile_predictions_loss: 416.6731 - logcount_predictions_loss: 0.3029 2458/2501 [============================>.] - ETA: 5s - loss: 423.1843 - logits_profile_predictions_loss: 416.6730 - logcount_predictions_loss: 0.3029 2459/2501 [============================>.] - ETA: 5s - loss: 423.1842 - logits_profile_predictions_loss: 416.6729 - logcount_predictions_loss: 0.3029 2460/2501 [============================>.] - ETA: 5s - loss: 423.1841 - logits_profile_predictions_loss: 416.6728 - logcount_predictions_loss: 0.3029 2461/2501 [============================>.] - ETA: 5s - loss: 423.1841 - logits_profile_predictions_loss: 416.6727 - logcount_predictions_loss: 0.3029 2462/2501 [============================>.] - ETA: 5s - loss: 423.1840 - logits_profile_predictions_loss: 416.6726 - logcount_predictions_loss: 0.3029 2463/2501 [============================>.] - ETA: 5s - loss: 423.1839 - logits_profile_predictions_loss: 416.6725 - logcount_predictions_loss: 0.3029 2464/2501 [============================>.] - ETA: 5s - loss: 423.1839 - logits_profile_predictions_loss: 416.6724 - logcount_predictions_loss: 0.3029 2465/2501 [============================>.] - ETA: 4s - loss: 423.1838 - logits_profile_predictions_loss: 416.6724 - logcount_predictions_loss: 0.3029 2466/2501 [============================>.] - ETA: 4s - loss: 423.1838 - logits_profile_predictions_loss: 416.6723 - logcount_predictions_loss: 0.3029 2467/2501 [============================>.] - ETA: 4s - loss: 423.1837 - logits_profile_predictions_loss: 416.6722 - logcount_predictions_loss: 0.3029 2468/2501 [============================>.] - ETA: 4s - loss: 423.1837 - logits_profile_predictions_loss: 416.6721 - logcount_predictions_loss: 0.3029 2469/2501 [============================>.] - ETA: 4s - loss: 423.1836 - logits_profile_predictions_loss: 416.6720 - logcount_predictions_loss: 0.3029 2470/2501 [============================>.] - ETA: 4s - loss: 423.1835 - logits_profile_predictions_loss: 416.6719 - logcount_predictions_loss: 0.3029 2471/2501 [============================>.] - ETA: 4s - loss: 423.1834 - logits_profile_predictions_loss: 416.6718 - logcount_predictions_loss: 0.3029 2472/2501 [============================>.] - ETA: 4s - loss: 423.1834 - logits_profile_predictions_loss: 416.6717 - logcount_predictions_loss: 0.3029 2473/2501 [============================>.] - ETA: 3s - loss: 423.1833 - logits_profile_predictions_loss: 416.6716 - logcount_predictions_loss: 0.3029 2474/2501 [============================>.] - ETA: 3s - loss: 423.1832 - logits_profile_predictions_loss: 416.6715 - logcount_predictions_loss: 0.3029 2475/2501 [============================>.] - ETA: 3s - loss: 423.1832 - logits_profile_predictions_loss: 416.6714 - logcount_predictions_loss: 0.3029 2476/2501 [============================>.] - ETA: 3s - loss: 423.1831 - logits_profile_predictions_loss: 416.6713 - logcount_predictions_loss: 0.3029 2477/2501 [============================>.] - ETA: 3s - loss: 423.1830 - logits_profile_predictions_loss: 416.6712 - logcount_predictions_loss: 0.3029 2478/2501 [============================>.] - ETA: 3s - loss: 423.1830 - logits_profile_predictions_loss: 416.6711 - logcount_predictions_loss: 0.3029 2479/2501 [============================>.] - ETA: 3s - loss: 423.1829 - logits_profile_predictions_loss: 416.6710 - logcount_predictions_loss: 0.3029 2480/2501 [============================>.] - ETA: 2s - loss: 423.1829 - logits_profile_predictions_loss: 416.6709 - logcount_predictions_loss: 0.3029 2481/2501 [============================>.] - ETA: 2s - loss: 423.1828 - logits_profile_predictions_loss: 416.6708 - logcount_predictions_loss: 0.3029 2482/2501 [============================>.] - ETA: 2s - loss: 423.1827 - logits_profile_predictions_loss: 416.6707 - logcount_predictions_loss: 0.3029 2483/2501 [============================>.] - ETA: 2s - loss: 423.1827 - logits_profile_predictions_loss: 416.6707 - logcount_predictions_loss: 0.3029 2484/2501 [============================>.] - ETA: 2s - loss: 423.1826 - logits_profile_predictions_loss: 416.6706 - logcount_predictions_loss: 0.3029 2485/2501 [============================>.] - ETA: 2s - loss: 423.1826 - logits_profile_predictions_loss: 416.6705 - logcount_predictions_loss: 0.3029 2486/2501 [============================>.] - ETA: 2s - loss: 423.1825 - logits_profile_predictions_loss: 416.6704 - logcount_predictions_loss: 0.3029 2487/2501 [============================>.] - ETA: 1s - loss: 423.1824 - logits_profile_predictions_loss: 416.6703 - logcount_predictions_loss: 0.3029 2488/2501 [============================>.] - ETA: 1s - loss: 423.1824 - logits_profile_predictions_loss: 416.6702 - logcount_predictions_loss: 0.3029 2489/2501 [============================>.] - ETA: 1s - loss: 423.1823 - logits_profile_predictions_loss: 416.6701 - logcount_predictions_loss: 0.3029 2490/2501 [============================>.] - ETA: 1s - loss: 423.1823 - logits_profile_predictions_loss: 416.6701 - logcount_predictions_loss: 0.3029 2491/2501 [============================>.] - ETA: 1s - loss: 423.1822 - logits_profile_predictions_loss: 416.6700 - logcount_predictions_loss: 0.3029 2492/2501 [============================>.] - ETA: 1s - loss: 423.1822 - logits_profile_predictions_loss: 416.6699 - logcount_predictions_loss: 0.3029 2493/2501 [============================>.] - ETA: 1s - loss: 423.1821 - logits_profile_predictions_loss: 416.6698 - logcount_predictions_loss: 0.3029 2494/2501 [============================>.] - ETA: 0s - loss: 423.1821 - logits_profile_predictions_loss: 416.6698 - logcount_predictions_loss: 0.3029 2495/2501 [============================>.] - ETA: 0s - loss: 423.1821 - logits_profile_predictions_loss: 416.6697 - logcount_predictions_loss: 0.3029 2496/2501 [============================>.] - ETA: 0s - loss: 423.1821 - logits_profile_predictions_loss: 416.6697 - logcount_predictions_loss: 0.3029 2497/2501 [============================>.] - ETA: 0s - loss: 423.1820 - logits_profile_predictions_loss: 416.6696 - logcount_predictions_loss: 0.3029 2498/2501 [============================>.] - ETA: 0s - loss: 423.1820 - logits_profile_predictions_loss: 416.6696 - logcount_predictions_loss: 0.3029 2499/2501 [============================>.] - ETA: 0s - loss: 423.1820 - logits_profile_predictions_loss: 416.6695 - logcount_predictions_loss: 0.3029 2500/2501 [============================>.] - ETA: 0s - loss: 423.1819 - logits_profile_predictions_loss: 416.6694 - logcount_predictions_loss: 0.3029 2501/2501 [==============================] - ETA: 0s - loss: 423.1819 - logits_profile_predictions_loss: 416.6694 - logcount_predictions_loss: 0.3029 2501/2501 [==============================] - 367s 147ms/step - loss: 423.1818 - logits_profile_predictions_loss: 416.6693 - logcount_predictions_loss: 0.3029 - val_loss: 548.7559 - val_logits_profile_predictions_loss: 528.6117 - val_logcount_predictions_loss: 0.9369 Epoch 00018: val_loss did not improve from 543.72516 Restoring model weights from the end of the best epoch. Epoch 00018: early stopping save model save model without bias 2022-09-22_10-01-35: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR918TVE//preprocessing/bigWigs/ENCSR918TVE.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(42226, 10) loading nonpeaks... got split:test for bed regions:(41413, 10) 0/327 100/327 200/327 300/327 2022-09-22_10-04-47: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR918TVE//preprocessing/bigWigs/ENCSR918TVE.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(42226, 10) loading nonpeaks... got split:test for bed regions:(41413, 10) 0/327 100/327 200/327 300/327 2022-09-22_10-07-48: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR918TVE//preprocessing/bigWigs/ENCSR918TVE.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(42226, 10) loading nonpeaks... got split:test for bed regions:(41413, 10) 0/327 100/327 200/327 300/327 2022-09-22_10-09-48: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//footprints 2022-09-22_10-09-48: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/38 [..............................] - ETA: 3:48 3/38 [=>............................] - ETA: 11s  4/38 [==>...........................] - ETA: 14s 5/38 [==>...........................] - ETA: 15s 6/38 [===>..........................] - ETA: 16s 7/38 [====>.........................] - ETA: 16s 8/38 [=====>........................] - ETA: 16s 9/38 [======>.......................] - ETA: 15s 10/38 [======>.......................] - ETA: 15s 11/38 [=======>......................] - ETA: 15s 12/38 [========>.....................] - ETA: 14s 13/38 [=========>....................] - ETA: 14s 14/38 [==========>...................] - ETA: 13s 15/38 [==========>...................] - ETA: 13s 16/38 [===========>..................] - ETA: 12s 17/38 [============>.................] - ETA: 12s 18/38 [=============>................] - ETA: 11s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 10s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 8s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 7s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 32s 701ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 632ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 631ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 632ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 632ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 632ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 631ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 632ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 631ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 632ms/step Saving marginal footprints 2022-09-22_10-14-13: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//footprints 2022-09-22_10-14-13: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_1//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/38 [..............................] - ETA: 1:37 3/38 [=>............................] - ETA: 0s  4/38 [==>...........................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 0s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 5s 59ms/step 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 18/38 [=============>................] - ETA: 0s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 2s 50ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step Saving marginal footprints