DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json Mon Oct 17 21:24:11 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA A100-SXM... On | 00000000:4D:00.0 Off | 0 | | N/A 34C P0 54W / 360W | 0MiB / 40960MiB | 0% E. Process | | | | Disabled | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-10-17_21-24-18: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR211SUT//preprocessing/bigWigs/ENCSR211SUT.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR211SUT//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR211SUT//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 157499 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 157499 Number of peaks input: 42501 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 42501 Number of non peaks input: 160591 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 160591 Number of non peaks input: 39408 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 39408 Number of peaks after removing outliers: 155766 Number of nonpeaks after removing outliers: 142667 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 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ETA: 0s 4376/4459 [============================>.] - ETA: 0s 4386/4459 [============================>.] - ETA: 0s 4396/4459 [============================>.] - ETA: 0s 4406/4459 [============================>.] - ETA: 0s 4416/4459 [============================>.] - ETA: 0s 4426/4459 [============================>.] - ETA: 0s 4436/4459 [============================>.] - ETA: 0s 4446/4459 [============================>.] - ETA: 0s 4455/4459 [============================>.] - ETA: 0s 4459/4459 [==============================] - ETA: 0s 4459/4459 [==============================] - 37s 5ms/step 2022-10-17_21-37-14: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR211SUT//preprocessing/bigWigs/ENCSR211SUT.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.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': '20.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(141092, 10) loading nonpeaks... got split:train for bed regions:(130935, 10) loading peaks... got split:valid for bed regions:(14674, 10) loading nonpeaks... got split:valid for bed regions:(11732, 10) Epoch 1/50 1/2426 [..............................] - ETA: 6:08:21 - loss: 884.9363 - logits_profile_predictions_loss: 836.7559 - logcount_predictions_loss: 2.3503 2/2426 [..............................] - ETA: 6:16 - loss: 834.9050 - logits_profile_predictions_loss: 790.5305 - logcount_predictions_loss: 2.1646  3/2426 [..............................] - ETA: 6:14 - loss: 1294.7221 - logits_profile_predictions_loss: 776.9775 - logcount_predictions_loss: 25.2558 4/2426 [..............................] - ETA: 6:13 - loss: 1442.5930 - logits_profile_predictions_loss: 776.5750 - logcount_predictions_loss: 32.4887 5/2426 [..............................] - ETA: 6:13 - loss: 1491.6457 - logits_profile_predictions_loss: 778.9717 - logcount_predictions_loss: 34.7646 6/2426 [..............................] - ETA: 6:12 - loss: 1497.0529 - logits_profile_predictions_loss: 777.3498 - logcount_predictions_loss: 35.1075 7/2426 [..............................] - ETA: 6:12 - loss: 1485.2909 - logits_profile_predictions_loss: 775.2048 - logcount_predictions_loss: 34.6383 8/2426 [..............................] - ETA: 6:12 - loss: 1466.4357 - logits_profile_predictions_loss: 773.1241 - logcount_predictions_loss: 33.8201 9/2426 [..............................] - ETA: 6:12 - loss: 1442.4806 - logits_profile_predictions_loss: 769.0174 - logcount_predictions_loss: 32.8519 10/2426 [..............................] - ETA: 6:11 - loss: 1418.5361 - logits_profile_predictions_loss: 765.7193 - logcount_predictions_loss: 31.8447 11/2426 [..............................] - ETA: 6:11 - loss: 1394.8612 - logits_profile_predictions_loss: 762.5314 - logcount_predictions_loss: 30.8454 12/2426 [..............................] - ETA: 6:11 - loss: 1372.9768 - logits_profile_predictions_loss: 760.3762 - logcount_predictions_loss: 29.8830 13/2426 [..............................] - ETA: 6:11 - loss: 1352.4459 - logits_profile_predictions_loss: 758.6459 - logcount_predictions_loss: 28.9659 14/2426 [..............................] - ETA: 6:10 - loss: 1332.4247 - logits_profile_predictions_loss: 756.4972 - logcount_predictions_loss: 28.0940 15/2426 [..............................] - ETA: 6:10 - loss: 1313.6134 - logits_profile_predictions_loss: 754.5325 - logcount_predictions_loss: 27.2722 16/2426 [..............................] - ETA: 6:10 - loss: 1296.3282 - logits_profile_predictions_loss: 753.0676 - logcount_predictions_loss: 26.5005 17/2426 [..............................] - ETA: 6:10 - loss: 1280.5187 - logits_profile_predictions_loss: 752.0982 - logcount_predictions_loss: 25.7766 18/2426 [..............................] - ETA: 6:10 - loss: 1265.3261 - logits_profile_predictions_loss: 750.9124 - logcount_predictions_loss: 25.0933 19/2426 [..............................] - ETA: 6:10 - loss: 1251.5648 - logits_profile_predictions_loss: 750.2952 - logcount_predictions_loss: 24.4522 20/2426 [..............................] - ETA: 6:09 - loss: 1238.7852 - logits_profile_predictions_loss: 749.9027 - logcount_predictions_loss: 23.8479 21/2426 [..............................] - ETA: 6:09 - loss: 1226.8963 - logits_profile_predictions_loss: 749.6979 - logcount_predictions_loss: 23.2780 22/2426 [..............................] - ETA: 6:09 - loss: 1215.5445 - logits_profile_predictions_loss: 749.4031 - logcount_predictions_loss: 22.7386 23/2426 [..............................] - ETA: 6:09 - loss: 1204.5108 - logits_profile_predictions_loss: 748.8527 - logcount_predictions_loss: 22.2272 24/2426 [..............................] - ETA: 6:09 - loss: 1194.0601 - logits_profile_predictions_loss: 748.3277 - logcount_predictions_loss: 21.7430 25/2426 [..............................] - ETA: 6:09 - loss: 1184.3176 - logits_profile_predictions_loss: 747.9836 - logcount_predictions_loss: 21.2846 26/2426 [..............................] - ETA: 6:09 - loss: 1175.2217 - logits_profile_predictions_loss: 747.8031 - logcount_predictions_loss: 20.8497 27/2426 [..............................] - ETA: 6:08 - loss: 1166.3714 - logits_profile_predictions_loss: 747.4496 - logcount_predictions_loss: 20.4352 28/2426 [..............................] - ETA: 6:08 - loss: 1158.1207 - logits_profile_predictions_loss: 747.2797 - logcount_predictions_loss: 20.0410 29/2426 [..............................] - ETA: 6:08 - loss: 1150.2740 - logits_profile_predictions_loss: 747.1347 - logcount_predictions_loss: 19.6653 30/2426 [..............................] - ETA: 6:08 - loss: 1142.7276 - logits_profile_predictions_loss: 746.9453 - logcount_predictions_loss: 19.3065 31/2426 [..............................] - ETA: 6:08 - loss: 1135.6355 - logits_profile_predictions_loss: 746.8722 - logcount_predictions_loss: 18.9641 32/2426 [..............................] - ETA: 6:08 - loss: 1128.7935 - logits_profile_predictions_loss: 746.7457 - logcount_predictions_loss: 18.6365 33/2426 [..............................] - ETA: 6:07 - loss: 1122.1301 - logits_profile_predictions_loss: 746.5252 - logcount_predictions_loss: 18.3222 34/2426 [..............................] - ETA: 6:07 - loss: 1115.6610 - logits_profile_predictions_loss: 746.2391 - logcount_predictions_loss: 18.0206 35/2426 [..............................] - ETA: 6:07 - loss: 1109.3820 - logits_profile_predictions_loss: 745.8970 - logcount_predictions_loss: 17.7310 36/2426 [..............................] - ETA: 6:07 - loss: 1103.3747 - logits_profile_predictions_loss: 745.5909 - logcount_predictions_loss: 17.4529 37/2426 [..............................] - ETA: 6:07 - loss: 1097.6102 - logits_profile_predictions_loss: 745.3027 - logcount_predictions_loss: 17.1857 38/2426 [..............................] - ETA: 6:07 - loss: 1092.1422 - logits_profile_predictions_loss: 745.0920 - logcount_predictions_loss: 16.9293 39/2426 [..............................] - ETA: 6:06 - loss: 1086.8360 - logits_profile_predictions_loss: 744.8508 - logcount_predictions_loss: 16.6822 40/2426 [..............................] - ETA: 6:06 - loss: 1081.6209 - logits_profile_predictions_loss: 744.5257 - logcount_predictions_loss: 16.4437 41/2426 [..............................] - ETA: 6:06 - loss: 1076.5746 - logits_profile_predictions_loss: 744.1958 - logcount_predictions_loss: 16.2136 42/2426 [..............................] - ETA: 6:06 - loss: 1071.7763 - logits_profile_predictions_loss: 743.9408 - logcount_predictions_loss: 15.9920 43/2426 [..............................] - ETA: 6:06 - loss: 1067.1810 - logits_profile_predictions_loss: 743.7280 - logcount_predictions_loss: 15.7782 44/2426 [..............................] - ETA: 6:06 - loss: 1062.7256 - logits_profile_predictions_loss: 743.5077 - logcount_predictions_loss: 15.5716 45/2426 [..............................] - ETA: 6:06 - loss: 1058.4599 - logits_profile_predictions_loss: 743.3344 - logcount_predictions_loss: 15.3720 46/2426 [..............................] - ETA: 6:05 - loss: 1054.3723 - logits_profile_predictions_loss: 743.2046 - logcount_predictions_loss: 15.1789 47/2426 [..............................] - ETA: 6:05 - loss: 1050.4293 - logits_profile_predictions_loss: 743.0913 - logcount_predictions_loss: 14.9921 48/2426 [..............................] - ETA: 6:05 - loss: 1046.5983 - logits_profile_predictions_loss: 742.9700 - logcount_predictions_loss: 14.8111 49/2426 [..............................] - ETA: 6:05 - loss: 1042.9521 - logits_profile_predictions_loss: 742.9138 - logcount_predictions_loss: 14.6360 50/2426 [..............................] - ETA: 6:05 - loss: 1039.3681 - logits_profile_predictions_loss: 742.8160 - logcount_predictions_loss: 14.4660 51/2426 [..............................] - ETA: 6:05 - loss: 1035.8766 - logits_profile_predictions_loss: 742.7092 - logcount_predictions_loss: 14.3008 52/2426 [..............................] - ETA: 6:04 - loss: 1032.5111 - logits_profile_predictions_loss: 742.6276 - logcount_predictions_loss: 14.1407 53/2426 [..............................] - ETA: 6:04 - loss: 1029.2280 - logits_profile_predictions_loss: 742.5351 - logcount_predictions_loss: 13.9850 54/2426 [..............................] - ETA: 6:05 - loss: 1026.0090 - logits_profile_predictions_loss: 742.4192 - logcount_predictions_loss: 13.8336 55/2426 [..............................] - ETA: 6:04 - loss: 1022.8450 - logits_profile_predictions_loss: 742.2755 - logcount_predictions_loss: 13.6863 56/2426 [..............................] - ETA: 6:04 - loss: 1019.7570 - logits_profile_predictions_loss: 742.1260 - logcount_predictions_loss: 13.5430 57/2426 [..............................] - ETA: 6:04 - loss: 1016.7300 - logits_profile_predictions_loss: 741.9602 - logcount_predictions_loss: 13.4034 58/2426 [..............................] - ETA: 6:04 - loss: 1013.8349 - logits_profile_predictions_loss: 741.8461 - logcount_predictions_loss: 13.2677 59/2426 [..............................] - ETA: 6:04 - loss: 1011.0217 - logits_profile_predictions_loss: 741.7405 - logcount_predictions_loss: 13.1357 60/2426 [..............................] - ETA: 6:04 - loss: 1008.2501 - logits_profile_predictions_loss: 741.6095 - logcount_predictions_loss: 13.0069 61/2426 [..............................] - ETA: 6:03 - loss: 1005.5517 - logits_profile_predictions_loss: 741.4845 - logcount_predictions_loss: 12.8813 62/2426 [..............................] - ETA: 6:03 - loss: 1002.9124 - logits_profile_predictions_loss: 741.3543 - logcount_predictions_loss: 12.7589 63/2426 [..............................] - ETA: 6:03 - loss: 1000.3081 - logits_profile_predictions_loss: 741.1983 - logcount_predictions_loss: 12.6395 64/2426 [..............................] - ETA: 6:03 - loss: 997.7800 - logits_profile_predictions_loss: 741.0570 - logcount_predictions_loss: 12.5231  65/2426 [..............................] - ETA: 6:03 - loss: 995.3149 - logits_profile_predictions_loss: 740.9201 - logcount_predictions_loss: 12.4095 66/2426 [..............................] - ETA: 6:03 - loss: 992.8974 - logits_profile_predictions_loss: 740.7770 - logcount_predictions_loss: 12.2986 67/2426 [..............................] - ETA: 6:02 - loss: 990.5052 - logits_profile_predictions_loss: 740.6084 - logcount_predictions_loss: 12.1901 68/2426 [..............................] - ETA: 6:02 - loss: 988.2043 - logits_profile_predictions_loss: 740.4770 - logcount_predictions_loss: 12.0843 69/2426 [..............................] - ETA: 6:02 - loss: 985.9430 - logits_profile_predictions_loss: 740.3366 - logcount_predictions_loss: 11.9808 70/2426 [..............................] - ETA: 6:02 - loss: 983.7418 - logits_profile_predictions_loss: 740.2077 - logcount_predictions_loss: 11.8797 71/2426 [..............................] - ETA: 6:02 - loss: 981.5621 - logits_profile_predictions_loss: 740.0571 - logcount_predictions_loss: 11.7807 72/2426 [..............................] - ETA: 6:02 - loss: 979.4174 - logits_profile_predictions_loss: 739.8985 - logcount_predictions_loss: 11.6838 73/2426 [..............................] - ETA: 6:01 - loss: 977.2904 - logits_profile_predictions_loss: 739.7170 - logcount_predictions_loss: 11.5889 74/2426 [..............................] - ETA: 6:01 - loss: 975.2004 - logits_profile_predictions_loss: 739.5310 - logcount_predictions_loss: 11.4961 75/2426 [..............................] - ETA: 6:01 - loss: 973.1537 - logits_profile_predictions_loss: 739.3481 - logcount_predictions_loss: 11.4051 76/2426 [..............................] - ETA: 6:01 - loss: 971.1612 - logits_profile_predictions_loss: 739.1787 - logcount_predictions_loss: 11.3162 77/2426 [..............................] - ETA: 6:01 - loss: 969.2157 - logits_profile_predictions_loss: 739.0178 - logcount_predictions_loss: 11.2292 78/2426 [..............................] - ETA: 6:01 - loss: 967.3124 - logits_profile_predictions_loss: 738.8617 - logcount_predictions_loss: 11.1439 79/2426 [..............................] - ETA: 6:00 - loss: 965.4477 - logits_profile_predictions_loss: 738.7087 - logcount_predictions_loss: 11.0604 80/2426 [..............................] - ETA: 6:00 - loss: 963.6431 - logits_profile_predictions_loss: 738.5797 - logcount_predictions_loss: 10.9787 81/2426 [>.............................] - ETA: 6:00 - loss: 961.8568 - logits_profile_predictions_loss: 738.4369 - logcount_predictions_loss: 10.8985 82/2426 [>.............................] - ETA: 6:00 - loss: 960.0958 - logits_profile_predictions_loss: 738.2880 - logcount_predictions_loss: 10.8199 83/2426 [>.............................] - ETA: 6:00 - loss: 958.3768 - logits_profile_predictions_loss: 738.1491 - logcount_predictions_loss: 10.7428 84/2426 [>.............................] - ETA: 6:00 - loss: 956.7102 - logits_profile_predictions_loss: 738.0305 - logcount_predictions_loss: 10.6673 85/2426 [>.............................] - ETA: 5:59 - loss: 955.0770 - logits_profile_predictions_loss: 737.9159 - logcount_predictions_loss: 10.5932 86/2426 [>.............................] - ETA: 5:59 - loss: 953.4877 - logits_profile_predictions_loss: 737.8150 - logcount_predictions_loss: 10.5206 87/2426 [>.............................] - ETA: 5:59 - loss: 951.9252 - logits_profile_predictions_loss: 737.7136 - logcount_predictions_loss: 10.4493 88/2426 [>.............................] - ETA: 5:59 - loss: 950.3956 - logits_profile_predictions_loss: 737.6181 - logcount_predictions_loss: 10.3794 89/2426 [>.............................] - ETA: 5:59 - loss: 948.9062 - logits_profile_predictions_loss: 737.5361 - logcount_predictions_loss: 10.3107 90/2426 [>.............................] - ETA: 5:59 - loss: 947.4377 - logits_profile_predictions_loss: 737.4499 - logcount_predictions_loss: 10.2433 91/2426 [>.............................] - ETA: 5:59 - loss: 945.9768 - logits_profile_predictions_loss: 737.3477 - logcount_predictions_loss: 10.1770 92/2426 [>.............................] - ETA: 5:58 - loss: 944.5337 - logits_profile_predictions_loss: 737.2401 - logcount_predictions_loss: 10.1119 93/2426 [>.............................] - ETA: 5:58 - loss: 943.1095 - logits_profile_predictions_loss: 737.1291 - logcount_predictions_loss: 10.0478 94/2426 [>.............................] - ETA: 5:58 - loss: 941.7113 - 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[===>..........................] - ETA: 5:12 - loss: 818.9655 - logits_profile_predictions_loss: 725.3051 - logcount_predictions_loss: 4.5688 401/2426 [===>..........................] - ETA: 5:12 - loss: 818.8357 - logits_profile_predictions_loss: 725.2836 - logcount_predictions_loss: 4.5635 402/2426 [===>..........................] - ETA: 5:12 - loss: 818.7071 - logits_profile_predictions_loss: 725.2627 - logcount_predictions_loss: 4.5583 403/2426 [===>..........................] - ETA: 5:12 - loss: 818.5788 - logits_profile_predictions_loss: 725.2417 - logcount_predictions_loss: 4.5530 404/2426 [===>..........................] - ETA: 5:12 - loss: 818.4510 - logits_profile_predictions_loss: 725.2207 - logcount_predictions_loss: 4.5478 405/2426 [====>.........................] - ETA: 5:11 - loss: 818.3235 - logits_profile_predictions_loss: 725.1996 - logcount_predictions_loss: 4.5426 406/2426 [====>.........................] - ETA: 5:11 - loss: 818.1960 - 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[====>.........................] - ETA: 5:10 - loss: 817.3164 - logits_profile_predictions_loss: 725.0276 - logcount_predictions_loss: 4.5019 414/2426 [====>.........................] - ETA: 5:10 - loss: 817.1928 - logits_profile_predictions_loss: 725.0065 - logcount_predictions_loss: 4.4969 415/2426 [====>.........................] - ETA: 5:10 - loss: 817.0692 - logits_profile_predictions_loss: 724.9849 - logcount_predictions_loss: 4.4919 416/2426 [====>.........................] - ETA: 5:10 - loss: 816.9469 - logits_profile_predictions_loss: 724.9641 - logcount_predictions_loss: 4.4870 417/2426 [====>.........................] - ETA: 5:10 - loss: 816.8262 - logits_profile_predictions_loss: 724.9444 - logcount_predictions_loss: 4.4820 418/2426 [====>.........................] - ETA: 5:09 - loss: 816.7058 - logits_profile_predictions_loss: 724.9246 - logcount_predictions_loss: 4.4771 419/2426 [====>.........................] - ETA: 5:09 - loss: 816.5859 - logits_profile_predictions_loss: 724.9048 - logcount_predictions_loss: 4.4722 420/2426 [====>.........................] - ETA: 5:09 - loss: 816.4666 - logits_profile_predictions_loss: 724.8853 - logcount_predictions_loss: 4.4674 421/2426 [====>.........................] - ETA: 5:09 - loss: 816.3474 - logits_profile_predictions_loss: 724.8654 - logcount_predictions_loss: 4.4625 422/2426 [====>.........................] - ETA: 5:09 - loss: 816.2290 - logits_profile_predictions_loss: 724.8459 - logcount_predictions_loss: 4.4577 423/2426 [====>.........................] - ETA: 5:09 - loss: 816.1111 - logits_profile_predictions_loss: 724.8265 - logcount_predictions_loss: 4.4529 424/2426 [====>.........................] - ETA: 5:08 - loss: 815.9935 - logits_profile_predictions_loss: 724.8070 - logcount_predictions_loss: 4.4481 425/2426 [====>.........................] - ETA: 5:08 - loss: 815.8762 - logits_profile_predictions_loss: 724.7874 - logcount_predictions_loss: 4.4434 426/2426 [====>.........................] - ETA: 5:08 - loss: 815.7588 - logits_profile_predictions_loss: 724.7674 - logcount_predictions_loss: 4.4386 427/2426 [====>.........................] - ETA: 5:08 - loss: 815.6414 - logits_profile_predictions_loss: 724.7470 - logcount_predictions_loss: 4.4339 428/2426 [====>.........................] - ETA: 5:08 - loss: 815.5242 - logits_profile_predictions_loss: 724.7263 - logcount_predictions_loss: 4.4292 429/2426 [====>.........................] - ETA: 5:08 - loss: 815.4069 - logits_profile_predictions_loss: 724.7053 - logcount_predictions_loss: 4.4245 430/2426 [====>.........................] - ETA: 5:08 - loss: 815.2892 - logits_profile_predictions_loss: 724.6835 - logcount_predictions_loss: 4.4198 431/2426 [====>.........................] - ETA: 5:07 - loss: 815.1714 - logits_profile_predictions_loss: 724.6613 - logcount_predictions_loss: 4.4151 432/2426 [====>.........................] - ETA: 5:07 - loss: 815.0537 - 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[====>.........................] - ETA: 5:02 - loss: 811.4166 - logits_profile_predictions_loss: 723.9382 - logcount_predictions_loss: 4.2672 466/2426 [====>.........................] - ETA: 5:02 - loss: 811.3109 - logits_profile_predictions_loss: 723.9159 - logcount_predictions_loss: 4.2632 467/2426 [====>.........................] - ETA: 5:02 - loss: 811.2056 - logits_profile_predictions_loss: 723.8937 - logcount_predictions_loss: 4.2591 468/2426 [====>.........................] - ETA: 5:02 - loss: 811.1006 - logits_profile_predictions_loss: 723.8714 - logcount_predictions_loss: 4.2551 469/2426 [====>.........................] - ETA: 5:01 - loss: 810.9956 - logits_profile_predictions_loss: 723.8489 - logcount_predictions_loss: 4.2511 470/2426 [====>.........................] - ETA: 5:01 - loss: 810.8910 - logits_profile_predictions_loss: 723.8264 - logcount_predictions_loss: 4.2471 471/2426 [====>.........................] - ETA: 5:01 - loss: 810.7873 - 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[====>.........................] - ETA: 5:00 - loss: 810.0715 - logits_profile_predictions_loss: 723.6524 - logcount_predictions_loss: 4.2156 479/2426 [====>.........................] - ETA: 5:00 - loss: 809.9712 - logits_profile_predictions_loss: 723.6313 - logcount_predictions_loss: 4.2117 480/2426 [====>.........................] - ETA: 5:00 - loss: 809.8708 - logits_profile_predictions_loss: 723.6099 - logcount_predictions_loss: 4.2078 481/2426 [====>.........................] - ETA: 5:00 - loss: 809.7707 - logits_profile_predictions_loss: 723.5885 - logcount_predictions_loss: 4.2040 482/2426 [====>.........................] - ETA: 4:59 - loss: 809.6709 - logits_profile_predictions_loss: 723.5671 - logcount_predictions_loss: 4.2002 483/2426 [====>.........................] - ETA: 4:59 - loss: 809.5710 - logits_profile_predictions_loss: 723.5454 - logcount_predictions_loss: 4.1964 484/2426 [====>.........................] - ETA: 4:59 - loss: 809.4715 - 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[=====>........................] - ETA: 4:58 - loss: 808.7768 - logits_profile_predictions_loss: 723.3669 - logcount_predictions_loss: 4.1663 492/2426 [=====>........................] - ETA: 4:58 - loss: 808.6795 - logits_profile_predictions_loss: 723.3452 - logcount_predictions_loss: 4.1626 493/2426 [=====>........................] - ETA: 4:58 - loss: 808.5824 - logits_profile_predictions_loss: 723.3235 - logcount_predictions_loss: 4.1590 494/2426 [=====>........................] - ETA: 4:58 - loss: 808.4859 - logits_profile_predictions_loss: 723.3021 - logcount_predictions_loss: 4.1553 495/2426 [=====>........................] - ETA: 4:57 - loss: 808.3893 - logits_profile_predictions_loss: 723.2804 - logcount_predictions_loss: 4.1517 496/2426 [=====>........................] - ETA: 4:57 - loss: 808.2926 - logits_profile_predictions_loss: 723.2582 - logcount_predictions_loss: 4.1480 497/2426 [=====>........................] - ETA: 4:57 - loss: 808.1959 - 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2416/2426 [============================>.] - ETA: 1s - loss: 746.3288 - logits_profile_predictions_loss: 698.8201 - logcount_predictions_loss: 2.3175 2417/2426 [============================>.] - ETA: 1s - loss: 746.3118 - logits_profile_predictions_loss: 698.8118 - logcount_predictions_loss: 2.3171 2418/2426 [============================>.] - ETA: 1s - loss: 746.2949 - logits_profile_predictions_loss: 698.8034 - logcount_predictions_loss: 2.3167 2419/2426 [============================>.] - ETA: 1s - loss: 746.2780 - logits_profile_predictions_loss: 698.7951 - logcount_predictions_loss: 2.3162 2420/2426 [============================>.] - ETA: 0s - loss: 746.2611 - logits_profile_predictions_loss: 698.7868 - logcount_predictions_loss: 2.3158 2421/2426 [============================>.] - ETA: 0s - loss: 746.2442 - logits_profile_predictions_loss: 698.7785 - logcount_predictions_loss: 2.3154 2422/2426 [============================>.] - ETA: 0s - loss: 746.2272 - logits_profile_predictions_loss: 698.7702 - logcount_predictions_loss: 2.3150 2423/2426 [============================>.] - ETA: 0s - loss: 746.2103 - logits_profile_predictions_loss: 698.7619 - logcount_predictions_loss: 2.3146 2424/2426 [============================>.] - ETA: 0s - loss: 746.1934 - logits_profile_predictions_loss: 698.7536 - logcount_predictions_loss: 2.3141 2425/2426 [============================>.] - ETA: 0s - loss: 746.1765 - logits_profile_predictions_loss: 698.7453 - logcount_predictions_loss: 2.3137 2426/2426 [==============================] - ETA: 0s - loss: 746.1596 - logits_profile_predictions_loss: 698.7370 - logcount_predictions_loss: 2.3133 2426/2426 [==============================] - 402s 162ms/step - loss: 746.1427 - logits_profile_predictions_loss: 698.7287 - logcount_predictions_loss: 2.3129 - val_loss: 646.6728 - val_logits_profile_predictions_loss: 638.5158 - val_logcount_predictions_loss: 0.3979 Epoch 00001: val_loss improved from inf to 646.67279, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 2/50 1/2426 [..............................] - ETA: 7:36 - loss: 667.8353 - logits_profile_predictions_loss: 659.1561 - logcount_predictions_loss: 0.4234 2/2426 [..............................] - ETA: 6:12 - loss: 698.5732 - logits_profile_predictions_loss: 690.2328 - logcount_predictions_loss: 0.4068 3/2426 [..............................] - ETA: 6:12 - loss: 704.0452 - logits_profile_predictions_loss: 695.7755 - logcount_predictions_loss: 0.4034 4/2426 [..............................] - ETA: 6:12 - loss: 703.8401 - logits_profile_predictions_loss: 695.5119 - logcount_predictions_loss: 0.4063 5/2426 [..............................] - ETA: 6:12 - loss: 702.2767 - logits_profile_predictions_loss: 693.9479 - logcount_predictions_loss: 0.4063 6/2426 [..............................] - ETA: 6:12 - loss: 699.5124 - logits_profile_predictions_loss: 691.1181 - logcount_predictions_loss: 0.4095 7/2426 [..............................] - ETA: 6:11 - loss: 697.9353 - logits_profile_predictions_loss: 689.4961 - logcount_predictions_loss: 0.4117 8/2426 [..............................] - ETA: 6:11 - loss: 697.0445 - logits_profile_predictions_loss: 688.5760 - logcount_predictions_loss: 0.4131 9/2426 [..............................] - ETA: 6:11 - loss: 695.7327 - logits_profile_predictions_loss: 687.2432 - logcount_predictions_loss: 0.4141 10/2426 [..............................] - ETA: 6:11 - loss: 695.3816 - logits_profile_predictions_loss: 686.8732 - logcount_predictions_loss: 0.4150 11/2426 [..............................] - ETA: 6:11 - loss: 695.0724 - logits_profile_predictions_loss: 686.5710 - logcount_predictions_loss: 0.4147 12/2426 [..............................] - ETA: 6:10 - loss: 694.3392 - logits_profile_predictions_loss: 685.8463 - logcount_predictions_loss: 0.4143 13/2426 [..............................] - ETA: 6:10 - 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20/2426 [..............................] - ETA: 6:09 - loss: 691.1810 - logits_profile_predictions_loss: 682.5747 - logcount_predictions_loss: 0.4198 21/2426 [..............................] - ETA: 6:09 - loss: 691.1391 - logits_profile_predictions_loss: 682.5256 - logcount_predictions_loss: 0.4202 22/2426 [..............................] - ETA: 6:09 - loss: 690.8762 - logits_profile_predictions_loss: 682.2597 - logcount_predictions_loss: 0.4203 23/2426 [..............................] - ETA: 6:08 - loss: 690.5250 - logits_profile_predictions_loss: 681.9070 - logcount_predictions_loss: 0.4204 24/2426 [..............................] - ETA: 6:08 - loss: 690.2306 - logits_profile_predictions_loss: 681.6100 - logcount_predictions_loss: 0.4205 25/2426 [..............................] - ETA: 6:08 - loss: 689.8809 - logits_profile_predictions_loss: 681.2591 - logcount_predictions_loss: 0.4206 26/2426 [..............................] - ETA: 6:08 - loss: 689.4878 - logits_profile_predictions_loss: 680.8674 - logcount_predictions_loss: 0.4205 27/2426 [..............................] - ETA: 6:08 - loss: 689.0196 - logits_profile_predictions_loss: 680.4019 - logcount_predictions_loss: 0.4204 28/2426 [..............................] - ETA: 6:07 - loss: 688.4858 - logits_profile_predictions_loss: 679.8720 - logcount_predictions_loss: 0.4202 29/2426 [..............................] - ETA: 6:07 - loss: 687.9988 - logits_profile_predictions_loss: 679.3863 - logcount_predictions_loss: 0.4201 30/2426 [..............................] - ETA: 6:07 - loss: 687.6329 - logits_profile_predictions_loss: 679.0223 - logcount_predictions_loss: 0.4200 31/2426 [..............................] - ETA: 6:07 - loss: 687.3762 - logits_profile_predictions_loss: 678.7678 - logcount_predictions_loss: 0.4199 32/2426 [..............................] - ETA: 6:07 - loss: 687.1378 - logits_profile_predictions_loss: 678.5309 - logcount_predictions_loss: 0.4198 33/2426 [..............................] - ETA: 6:07 - loss: 686.9582 - logits_profile_predictions_loss: 678.3515 - logcount_predictions_loss: 0.4198 34/2426 [..............................] - ETA: 6:06 - loss: 686.7457 - logits_profile_predictions_loss: 678.1354 - logcount_predictions_loss: 0.4200 35/2426 [..............................] - ETA: 6:06 - loss: 686.5148 - logits_profile_predictions_loss: 677.9028 - logcount_predictions_loss: 0.4201 36/2426 [..............................] - ETA: 6:06 - loss: 686.3388 - logits_profile_predictions_loss: 677.7220 - logcount_predictions_loss: 0.4203 37/2426 [..............................] - ETA: 6:06 - loss: 686.1708 - logits_profile_predictions_loss: 677.5501 - logcount_predictions_loss: 0.4205 38/2426 [..............................] - ETA: 6:06 - loss: 685.9732 - logits_profile_predictions_loss: 677.3492 - logcount_predictions_loss: 0.4207 39/2426 [..............................] - ETA: 6:06 - loss: 685.7256 - logits_profile_predictions_loss: 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loss: 684.2527 - logits_profile_predictions_loss: 675.6269 - logcount_predictions_loss: 0.4208 47/2426 [..............................] - ETA: 6:04 - loss: 684.0820 - logits_profile_predictions_loss: 675.4562 - logcount_predictions_loss: 0.4208 48/2426 [..............................] - ETA: 6:04 - loss: 683.9189 - logits_profile_predictions_loss: 675.2932 - logcount_predictions_loss: 0.4208 49/2426 [..............................] - ETA: 6:04 - loss: 683.7798 - logits_profile_predictions_loss: 675.1546 - logcount_predictions_loss: 0.4207 50/2426 [..............................] - ETA: 6:04 - loss: 683.6772 - logits_profile_predictions_loss: 675.0515 - logcount_predictions_loss: 0.4208 51/2426 [..............................] - ETA: 6:04 - loss: 683.5782 - logits_profile_predictions_loss: 674.9517 - logcount_predictions_loss: 0.4208 52/2426 [..............................] - ETA: 6:03 - loss: 683.4683 - logits_profile_predictions_loss: 674.8411 - logcount_predictions_loss: 0.4208 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[..............................] - ETA: 6:01 - loss: 681.7466 - logits_profile_predictions_loss: 673.0860 - logcount_predictions_loss: 0.4225 67/2426 [..............................] - ETA: 6:01 - loss: 681.6816 - logits_profile_predictions_loss: 673.0196 - logcount_predictions_loss: 0.4225 68/2426 [..............................] - ETA: 6:01 - loss: 681.6047 - logits_profile_predictions_loss: 672.9418 - logcount_predictions_loss: 0.4226 69/2426 [..............................] - ETA: 6:01 - loss: 681.5287 - logits_profile_predictions_loss: 672.8653 - logcount_predictions_loss: 0.4226 70/2426 [..............................] - ETA: 6:01 - loss: 681.4499 - logits_profile_predictions_loss: 672.7858 - logcount_predictions_loss: 0.4226 71/2426 [..............................] - ETA: 6:01 - loss: 681.3708 - logits_profile_predictions_loss: 672.7058 - logcount_predictions_loss: 0.4227 72/2426 [..............................] - ETA: 6:00 - loss: 681.3002 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:56 - loss: 679.5784 - logits_profile_predictions_loss: 670.9359 - logcount_predictions_loss: 0.4216 100/2426 [>.............................] - ETA: 5:56 - loss: 679.5264 - logits_profile_predictions_loss: 670.8844 - logcount_predictions_loss: 0.4216 101/2426 [>.............................] - ETA: 5:56 - loss: 679.4648 - logits_profile_predictions_loss: 670.8233 - logcount_predictions_loss: 0.4215 102/2426 [>.............................] - ETA: 5:56 - loss: 679.4038 - logits_profile_predictions_loss: 670.7625 - logcount_predictions_loss: 0.4215 103/2426 [>.............................] - ETA: 5:56 - loss: 679.3506 - logits_profile_predictions_loss: 670.7097 - logcount_predictions_loss: 0.4215 104/2426 [>.............................] - ETA: 5:56 - loss: 679.2961 - logits_profile_predictions_loss: 670.6555 - logcount_predictions_loss: 0.4215 105/2426 [>.............................] - ETA: 5:55 - loss: 679.2422 - 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[>.............................] - ETA: 5:54 - loss: 678.8278 - logits_profile_predictions_loss: 670.1928 - logcount_predictions_loss: 0.4212 113/2426 [>.............................] - ETA: 5:54 - loss: 678.7738 - logits_profile_predictions_loss: 670.1396 - logcount_predictions_loss: 0.4212 114/2426 [>.............................] - ETA: 5:54 - loss: 678.7227 - logits_profile_predictions_loss: 670.0893 - logcount_predictions_loss: 0.4211 115/2426 [>.............................] - ETA: 5:54 - loss: 678.6785 - logits_profile_predictions_loss: 670.0460 - logcount_predictions_loss: 0.4211 116/2426 [>.............................] - ETA: 5:54 - loss: 678.6309 - logits_profile_predictions_loss: 669.9989 - logcount_predictions_loss: 0.4211 117/2426 [>.............................] - ETA: 5:54 - loss: 678.5829 - logits_profile_predictions_loss: 669.9517 - logcount_predictions_loss: 0.4210 118/2426 [>.............................] - ETA: 5:54 - loss: 678.5358 - 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logits_profile_predictions_loss: 664.1872 - logcount_predictions_loss: 0.4156 366/2426 [===>..........................] - ETA: 5:16 - loss: 672.7007 - logits_profile_predictions_loss: 664.1811 - logcount_predictions_loss: 0.4156 367/2426 [===>..........................] - ETA: 5:15 - loss: 672.6937 - logits_profile_predictions_loss: 664.1745 - logcount_predictions_loss: 0.4156 368/2426 [===>..........................] - ETA: 5:15 - loss: 672.6864 - logits_profile_predictions_loss: 664.1677 - logcount_predictions_loss: 0.4156 369/2426 [===>..........................] - ETA: 5:15 - loss: 672.6794 - logits_profile_predictions_loss: 664.1611 - logcount_predictions_loss: 0.4155 370/2426 [===>..........................] - ETA: 5:15 - loss: 672.6726 - logits_profile_predictions_loss: 664.1547 - logcount_predictions_loss: 0.4155 371/2426 [===>..........................] - ETA: 5:15 - loss: 672.6661 - logits_profile_predictions_loss: 664.1487 - logcount_predictions_loss: 0.4155 372/2426 [===>..........................] - ETA: 5:15 - loss: 672.6590 - logits_profile_predictions_loss: 664.1421 - logcount_predictions_loss: 0.4155 373/2426 [===>..........................] - ETA: 5:15 - loss: 672.6516 - logits_profile_predictions_loss: 664.1352 - logcount_predictions_loss: 0.4154 374/2426 [===>..........................] - ETA: 5:14 - loss: 672.6447 - logits_profile_predictions_loss: 664.1287 - logcount_predictions_loss: 0.4154 375/2426 [===>..........................] - ETA: 5:14 - loss: 672.6380 - logits_profile_predictions_loss: 664.1224 - logcount_predictions_loss: 0.4154 376/2426 [===>..........................] - ETA: 5:14 - loss: 672.6312 - logits_profile_predictions_loss: 664.1161 - logcount_predictions_loss: 0.4154 377/2426 [===>..........................] - ETA: 5:14 - loss: 672.6246 - logits_profile_predictions_loss: 664.1099 - logcount_predictions_loss: 0.4154 378/2426 [===>..........................] - ETA: 5:14 - loss: 672.6175 - 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[===>..........................] - ETA: 5:13 - loss: 672.5579 - logits_profile_predictions_loss: 664.0468 - logcount_predictions_loss: 0.4152 386/2426 [===>..........................] - ETA: 5:13 - loss: 672.5481 - logits_profile_predictions_loss: 664.0374 - logcount_predictions_loss: 0.4152 387/2426 [===>..........................] - ETA: 5:12 - loss: 672.5382 - logits_profile_predictions_loss: 664.0280 - logcount_predictions_loss: 0.4151 388/2426 [===>..........................] - ETA: 5:12 - loss: 672.5280 - logits_profile_predictions_loss: 664.0182 - logcount_predictions_loss: 0.4151 389/2426 [===>..........................] - ETA: 5:12 - loss: 672.5180 - logits_profile_predictions_loss: 664.0087 - logcount_predictions_loss: 0.4151 390/2426 [===>..........................] - ETA: 5:12 - loss: 672.5085 - logits_profile_predictions_loss: 663.9996 - logcount_predictions_loss: 0.4151 391/2426 [===>..........................] - ETA: 5:12 - loss: 672.4986 - 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[===>..........................] - ETA: 5:11 - loss: 672.4344 - logits_profile_predictions_loss: 663.9290 - logcount_predictions_loss: 0.4149 399/2426 [===>..........................] - ETA: 5:11 - loss: 672.4257 - logits_profile_predictions_loss: 663.9208 - logcount_predictions_loss: 0.4149 400/2426 [===>..........................] - ETA: 5:10 - loss: 672.4177 - logits_profile_predictions_loss: 663.9132 - logcount_predictions_loss: 0.4149 401/2426 [===>..........................] - ETA: 5:10 - loss: 672.4096 - logits_profile_predictions_loss: 663.9055 - logcount_predictions_loss: 0.4148 402/2426 [===>..........................] - ETA: 5:10 - loss: 672.4016 - logits_profile_predictions_loss: 663.8980 - logcount_predictions_loss: 0.4148 403/2426 [===>..........................] - ETA: 5:10 - loss: 672.3937 - logits_profile_predictions_loss: 663.8905 - logcount_predictions_loss: 0.4148 404/2426 [===>..........................] - ETA: 5:10 - loss: 672.3855 - logits_profile_predictions_loss: 663.8828 - logcount_predictions_loss: 0.4148 405/2426 [====>.........................] - ETA: 5:10 - loss: 672.3767 - logits_profile_predictions_loss: 663.8744 - logcount_predictions_loss: 0.4147 406/2426 [====>.........................] - ETA: 5:10 - loss: 672.3679 - logits_profile_predictions_loss: 663.8660 - logcount_predictions_loss: 0.4147 407/2426 [====>.........................] - ETA: 5:09 - loss: 672.3595 - logits_profile_predictions_loss: 663.8580 - logcount_predictions_loss: 0.4147 408/2426 [====>.........................] - ETA: 5:09 - loss: 672.3507 - logits_profile_predictions_loss: 663.8497 - logcount_predictions_loss: 0.4147 409/2426 [====>.........................] - ETA: 5:09 - loss: 672.3418 - logits_profile_predictions_loss: 663.8412 - logcount_predictions_loss: 0.4147 410/2426 [====>.........................] - ETA: 5:09 - loss: 672.3336 - logits_profile_predictions_loss: 663.8334 - logcount_predictions_loss: 0.4146 411/2426 [====>.........................] - ETA: 5:09 - loss: 672.3256 - logits_profile_predictions_loss: 663.8258 - logcount_predictions_loss: 0.4146 412/2426 [====>.........................] - ETA: 5:09 - loss: 672.3175 - logits_profile_predictions_loss: 663.8182 - logcount_predictions_loss: 0.4146 413/2426 [====>.........................] - ETA: 5:08 - loss: 672.3090 - logits_profile_predictions_loss: 663.8102 - logcount_predictions_loss: 0.4146 414/2426 [====>.........................] - ETA: 5:08 - loss: 672.3007 - logits_profile_predictions_loss: 663.8023 - logcount_predictions_loss: 0.4146 415/2426 [====>.........................] - ETA: 5:08 - loss: 672.2924 - logits_profile_predictions_loss: 663.7944 - logcount_predictions_loss: 0.4145 416/2426 [====>.........................] - ETA: 5:08 - loss: 672.2849 - logits_profile_predictions_loss: 663.7874 - logcount_predictions_loss: 0.4145 417/2426 [====>.........................] - ETA: 5:08 - loss: 672.2779 - 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[====>.........................] - ETA: 5:07 - loss: 672.2335 - logits_profile_predictions_loss: 663.7393 - logcount_predictions_loss: 0.4144 425/2426 [====>.........................] - ETA: 5:07 - loss: 672.2281 - logits_profile_predictions_loss: 663.7343 - logcount_predictions_loss: 0.4143 426/2426 [====>.........................] - ETA: 5:06 - loss: 672.2225 - logits_profile_predictions_loss: 663.7291 - logcount_predictions_loss: 0.4143 427/2426 [====>.........................] - ETA: 5:06 - loss: 672.2165 - logits_profile_predictions_loss: 663.7235 - logcount_predictions_loss: 0.4143 428/2426 [====>.........................] - ETA: 5:06 - loss: 672.2105 - logits_profile_predictions_loss: 663.7178 - logcount_predictions_loss: 0.4143 429/2426 [====>.........................] - ETA: 5:06 - loss: 672.2049 - logits_profile_predictions_loss: 663.7125 - logcount_predictions_loss: 0.4143 430/2426 [====>.........................] - ETA: 5:06 - loss: 672.1995 - 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[====>.........................] - ETA: 5:05 - loss: 672.1597 - logits_profile_predictions_loss: 663.6702 - logcount_predictions_loss: 0.4141 438/2426 [====>.........................] - ETA: 5:05 - loss: 672.1541 - logits_profile_predictions_loss: 663.6649 - logcount_predictions_loss: 0.4141 439/2426 [====>.........................] - ETA: 5:04 - loss: 672.1483 - logits_profile_predictions_loss: 663.6595 - logcount_predictions_loss: 0.4141 440/2426 [====>.........................] - ETA: 5:04 - loss: 672.1425 - logits_profile_predictions_loss: 663.6540 - logcount_predictions_loss: 0.4141 441/2426 [====>.........................] - ETA: 5:04 - loss: 672.1367 - logits_profile_predictions_loss: 663.6486 - logcount_predictions_loss: 0.4141 442/2426 [====>.........................] - ETA: 5:04 - loss: 672.1307 - logits_profile_predictions_loss: 663.6430 - logcount_predictions_loss: 0.4140 443/2426 [====>.........................] - ETA: 5:04 - loss: 672.1248 - 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[====>.........................] - ETA: 5:03 - loss: 672.0813 - logits_profile_predictions_loss: 663.5964 - logcount_predictions_loss: 0.4139 451/2426 [====>.........................] - ETA: 5:03 - loss: 672.0747 - logits_profile_predictions_loss: 663.5902 - logcount_predictions_loss: 0.4139 452/2426 [====>.........................] - ETA: 5:03 - loss: 672.0678 - logits_profile_predictions_loss: 663.5837 - logcount_predictions_loss: 0.4139 453/2426 [====>.........................] - ETA: 5:02 - loss: 672.0613 - logits_profile_predictions_loss: 663.5775 - logcount_predictions_loss: 0.4138 454/2426 [====>.........................] - ETA: 5:02 - loss: 672.0548 - logits_profile_predictions_loss: 663.5713 - logcount_predictions_loss: 0.4138 455/2426 [====>.........................] - ETA: 5:02 - loss: 672.0480 - logits_profile_predictions_loss: 663.5649 - logcount_predictions_loss: 0.4138 456/2426 [====>.........................] - ETA: 5:02 - loss: 672.0414 - 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[====>.........................] - ETA: 5:01 - loss: 671.9934 - logits_profile_predictions_loss: 663.5131 - logcount_predictions_loss: 0.4137 464/2426 [====>.........................] - ETA: 5:01 - loss: 671.9870 - logits_profile_predictions_loss: 663.5070 - logcount_predictions_loss: 0.4137 465/2426 [====>.........................] - ETA: 5:01 - loss: 671.9809 - logits_profile_predictions_loss: 663.5012 - logcount_predictions_loss: 0.4136 466/2426 [====>.........................] - ETA: 5:00 - loss: 671.9748 - logits_profile_predictions_loss: 663.4955 - logcount_predictions_loss: 0.4136 467/2426 [====>.........................] - ETA: 5:00 - loss: 671.9690 - logits_profile_predictions_loss: 663.4900 - logcount_predictions_loss: 0.4136 468/2426 [====>.........................] - ETA: 5:00 - loss: 671.9627 - logits_profile_predictions_loss: 663.4841 - logcount_predictions_loss: 0.4136 469/2426 [====>.........................] - ETA: 5:00 - loss: 671.9562 - 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[====>.........................] - ETA: 4:59 - loss: 671.9145 - logits_profile_predictions_loss: 663.4387 - logcount_predictions_loss: 0.4135 477/2426 [====>.........................] - ETA: 4:59 - loss: 671.9094 - logits_profile_predictions_loss: 663.4338 - logcount_predictions_loss: 0.4134 478/2426 [====>.........................] - ETA: 4:59 - loss: 671.9041 - logits_profile_predictions_loss: 663.4290 - logcount_predictions_loss: 0.4134 479/2426 [====>.........................] - ETA: 4:58 - loss: 671.8986 - logits_profile_predictions_loss: 663.4237 - logcount_predictions_loss: 0.4134 480/2426 [====>.........................] - ETA: 4:58 - loss: 671.8926 - logits_profile_predictions_loss: 663.4181 - logcount_predictions_loss: 0.4134 481/2426 [====>.........................] - ETA: 4:58 - loss: 671.8868 - logits_profile_predictions_loss: 663.4127 - logcount_predictions_loss: 0.4134 482/2426 [====>.........................] - ETA: 4:58 - loss: 671.8815 - 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[=====>........................] - ETA: 4:57 - loss: 671.8448 - logits_profile_predictions_loss: 663.3733 - logcount_predictions_loss: 0.4132 490/2426 [=====>........................] - ETA: 4:57 - loss: 671.8390 - logits_profile_predictions_loss: 663.3678 - logcount_predictions_loss: 0.4132 491/2426 [=====>........................] - ETA: 4:57 - loss: 671.8330 - logits_profile_predictions_loss: 663.3621 - logcount_predictions_loss: 0.4132 492/2426 [=====>........................] - ETA: 4:56 - loss: 671.8270 - logits_profile_predictions_loss: 663.3565 - logcount_predictions_loss: 0.4132 493/2426 [=====>........................] - ETA: 4:56 - loss: 671.8210 - logits_profile_predictions_loss: 663.3508 - logcount_predictions_loss: 0.4132 494/2426 [=====>........................] - ETA: 4:56 - loss: 671.8150 - logits_profile_predictions_loss: 663.3452 - logcount_predictions_loss: 0.4132 495/2426 [=====>........................] - ETA: 4:56 - loss: 671.8090 - logits_profile_predictions_loss: 663.3396 - logcount_predictions_loss: 0.4131 496/2426 [=====>........................] - ETA: 4:56 - loss: 671.8028 - logits_profile_predictions_loss: 663.3338 - logcount_predictions_loss: 0.4131 497/2426 [=====>........................] - ETA: 4:56 - loss: 671.7966 - logits_profile_predictions_loss: 663.3279 - logcount_predictions_loss: 0.4131 498/2426 [=====>........................] - ETA: 4:55 - loss: 671.7902 - logits_profile_predictions_loss: 663.3218 - logcount_predictions_loss: 0.4131 499/2426 [=====>........................] - ETA: 4:55 - loss: 671.7840 - logits_profile_predictions_loss: 663.3159 - logcount_predictions_loss: 0.4131 500/2426 [=====>........................] - ETA: 4:55 - loss: 671.7775 - logits_profile_predictions_loss: 663.3098 - logcount_predictions_loss: 0.4131 501/2426 [=====>........................] - ETA: 4:55 - loss: 671.7711 - logits_profile_predictions_loss: 663.3038 - logcount_predictions_loss: 0.4130 502/2426 [=====>........................] - ETA: 4:55 - loss: 671.7648 - logits_profile_predictions_loss: 663.2978 - logcount_predictions_loss: 0.4130 503/2426 [=====>........................] - ETA: 4:55 - loss: 671.7585 - logits_profile_predictions_loss: 663.2918 - logcount_predictions_loss: 0.4130 504/2426 [=====>........................] - ETA: 4:55 - loss: 671.7526 - logits_profile_predictions_loss: 663.2862 - logcount_predictions_loss: 0.4130 505/2426 [=====>........................] - ETA: 4:54 - loss: 671.7470 - logits_profile_predictions_loss: 663.2810 - logcount_predictions_loss: 0.4130 506/2426 [=====>........................] - ETA: 4:54 - loss: 671.7413 - logits_profile_predictions_loss: 663.2756 - logcount_predictions_loss: 0.4130 507/2426 [=====>........................] - ETA: 4:54 - loss: 671.7361 - logits_profile_predictions_loss: 663.2707 - logcount_predictions_loss: 0.4129 508/2426 [=====>........................] - ETA: 4:54 - loss: 671.7308 - 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logits_profile_predictions_loss: 656.2037 - logcount_predictions_loss: 0.3979 2422/2426 [============================>.] - ETA: 0s - loss: 664.3578 - logits_profile_predictions_loss: 656.2012 - logcount_predictions_loss: 0.3979 2423/2426 [============================>.] - ETA: 0s - loss: 664.3552 - logits_profile_predictions_loss: 656.1987 - logcount_predictions_loss: 0.3979 2424/2426 [============================>.] - ETA: 0s - loss: 664.3526 - logits_profile_predictions_loss: 656.1962 - logcount_predictions_loss: 0.3979 2425/2426 [============================>.] - ETA: 0s - loss: 664.3501 - logits_profile_predictions_loss: 656.1937 - logcount_predictions_loss: 0.3979 2426/2426 [==============================] - ETA: 0s - loss: 664.3475 - logits_profile_predictions_loss: 656.1913 - logcount_predictions_loss: 0.3979 2426/2426 [==============================] - 391s 161ms/step - loss: 664.3449 - logits_profile_predictions_loss: 656.1888 - logcount_predictions_loss: 0.3979 - val_loss: 634.6868 - val_logits_profile_predictions_loss: 627.4518 - val_logcount_predictions_loss: 0.3529 Epoch 00002: val_loss improved from 646.67279 to 634.68677, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 3/50 1/2426 [..............................] - ETA: 7:40 - loss: 614.7888 - logits_profile_predictions_loss: 607.0565 - logcount_predictions_loss: 0.3772 2/2426 [..............................] - ETA: 6:25 - loss: 620.4406 - logits_profile_predictions_loss: 612.8446 - logcount_predictions_loss: 0.3705 3/2426 [..............................] - ETA: 6:19 - loss: 632.6649 - logits_profile_predictions_loss: 625.1395 - logcount_predictions_loss: 0.3671 4/2426 [..............................] - ETA: 6:16 - loss: 634.6916 - logits_profile_predictions_loss: 627.1793 - logcount_predictions_loss: 0.3665 5/2426 [..............................] - ETA: 6:15 - loss: 637.6394 - logits_profile_predictions_loss: 630.2063 - logcount_predictions_loss: 0.3626 6/2426 [..............................] - ETA: 6:14 - loss: 638.7142 - logits_profile_predictions_loss: 631.3875 - logcount_predictions_loss: 0.3574 7/2426 [..............................] - ETA: 6:13 - loss: 641.2842 - logits_profile_predictions_loss: 633.9868 - logcount_predictions_loss: 0.3560 8/2426 [..............................] - ETA: 6:13 - loss: 642.3835 - logits_profile_predictions_loss: 635.0908 - logcount_predictions_loss: 0.3557 9/2426 [..............................] - ETA: 6:12 - loss: 642.7932 - logits_profile_predictions_loss: 635.5014 - logcount_predictions_loss: 0.3557 10/2426 [..............................] - ETA: 6:12 - loss: 644.1239 - logits_profile_predictions_loss: 636.7856 - logcount_predictions_loss: 0.3580 11/2426 [..............................] - ETA: 6:11 - loss: 645.6952 - logits_profile_predictions_loss: 638.3076 - logcount_predictions_loss: 0.3604 12/2426 [..............................] - ETA: 6:11 - loss: 646.8889 - logits_profile_predictions_loss: 639.4547 - logcount_predictions_loss: 0.3626 13/2426 [..............................] - ETA: 6:11 - loss: 647.7780 - logits_profile_predictions_loss: 640.3063 - logcount_predictions_loss: 0.3645 14/2426 [..............................] - ETA: 6:11 - loss: 649.0309 - logits_profile_predictions_loss: 641.5317 - logcount_predictions_loss: 0.3658 15/2426 [..............................] - ETA: 6:10 - loss: 650.0302 - logits_profile_predictions_loss: 642.5100 - logcount_predictions_loss: 0.3668 16/2426 [..............................] - ETA: 6:10 - loss: 650.8280 - logits_profile_predictions_loss: 643.2898 - logcount_predictions_loss: 0.3677 17/2426 [..............................] - ETA: 6:10 - loss: 651.9011 - logits_profile_predictions_loss: 644.3500 - logcount_predictions_loss: 0.3683 18/2426 [..............................] - ETA: 6:10 - loss: 653.0444 - logits_profile_predictions_loss: 645.4829 - logcount_predictions_loss: 0.3689 19/2426 [..............................] - ETA: 6:09 - loss: 653.8128 - logits_profile_predictions_loss: 646.2447 - logcount_predictions_loss: 0.3692 20/2426 [..............................] - ETA: 6:09 - loss: 654.4015 - logits_profile_predictions_loss: 646.8344 - logcount_predictions_loss: 0.3691 21/2426 [..............................] - ETA: 6:09 - loss: 654.6821 - logits_profile_predictions_loss: 647.1204 - logcount_predictions_loss: 0.3689 22/2426 [..............................] - ETA: 6:09 - loss: 655.2234 - logits_profile_predictions_loss: 647.6669 - logcount_predictions_loss: 0.3686 23/2426 [..............................] - ETA: 6:09 - loss: 655.7045 - logits_profile_predictions_loss: 648.1562 - logcount_predictions_loss: 0.3682 24/2426 [..............................] - ETA: 6:08 - loss: 656.2094 - logits_profile_predictions_loss: 648.6707 - logcount_predictions_loss: 0.3677 25/2426 [..............................] - ETA: 6:08 - 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[..............................] - ETA: 6:00 - loss: 660.3829 - logits_profile_predictions_loss: 652.9772 - logcount_predictions_loss: 0.3613 79/2426 [..............................] - ETA: 5:59 - loss: 660.3786 - logits_profile_predictions_loss: 652.9751 - logcount_predictions_loss: 0.3611 80/2426 [..............................] - ETA: 5:59 - loss: 660.3666 - logits_profile_predictions_loss: 652.9652 - logcount_predictions_loss: 0.3610 81/2426 [>.............................] - ETA: 5:59 - loss: 660.3526 - logits_profile_predictions_loss: 652.9530 - logcount_predictions_loss: 0.3610 82/2426 [>.............................] - ETA: 5:59 - loss: 660.3365 - logits_profile_predictions_loss: 652.9390 - logcount_predictions_loss: 0.3609 83/2426 [>.............................] - ETA: 5:59 - loss: 660.3104 - logits_profile_predictions_loss: 652.9149 - logcount_predictions_loss: 0.3608 84/2426 [>.............................] - ETA: 5:59 - loss: 660.2752 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:59 - loss: 653.5688 - logits_profile_predictions_loss: 646.1056 - logcount_predictions_loss: 0.3641 476/2426 [====>.........................] - ETA: 4:59 - loss: 653.5620 - logits_profile_predictions_loss: 646.0988 - logcount_predictions_loss: 0.3641 477/2426 [====>.........................] - ETA: 4:59 - loss: 653.5555 - logits_profile_predictions_loss: 646.0923 - logcount_predictions_loss: 0.3641 478/2426 [====>.........................] - ETA: 4:59 - loss: 653.5488 - logits_profile_predictions_loss: 646.0857 - logcount_predictions_loss: 0.3640 479/2426 [====>.........................] - ETA: 4:58 - loss: 653.5422 - logits_profile_predictions_loss: 646.0791 - logcount_predictions_loss: 0.3640 480/2426 [====>.........................] - ETA: 4:58 - loss: 653.5359 - logits_profile_predictions_loss: 646.0728 - logcount_predictions_loss: 0.3640 481/2426 [====>.........................] - ETA: 4:58 - loss: 653.5294 - 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[..............................] - ETA: 6:10 - loss: 659.6274 - logits_profile_predictions_loss: 652.0987 - logcount_predictions_loss: 0.3673 12/2426 [..............................] - ETA: 6:10 - loss: 660.1377 - logits_profile_predictions_loss: 652.6466 - logcount_predictions_loss: 0.3654 13/2426 [..............................] - ETA: 6:10 - loss: 660.6953 - logits_profile_predictions_loss: 653.2463 - logcount_predictions_loss: 0.3634 14/2426 [..............................] - ETA: 6:10 - loss: 661.1340 - logits_profile_predictions_loss: 653.7150 - logcount_predictions_loss: 0.3619 15/2426 [..............................] - ETA: 6:09 - loss: 661.6751 - logits_profile_predictions_loss: 654.2755 - logcount_predictions_loss: 0.3610 16/2426 [..............................] - ETA: 6:09 - loss: 661.9051 - logits_profile_predictions_loss: 654.5266 - logcount_predictions_loss: 0.3599 17/2426 [..............................] - ETA: 6:09 - loss: 661.9753 - logits_profile_predictions_loss: 654.6224 - logcount_predictions_loss: 0.3587 18/2426 [..............................] - ETA: 6:09 - loss: 662.0352 - logits_profile_predictions_loss: 654.7051 - logcount_predictions_loss: 0.3576 19/2426 [..............................] - ETA: 6:09 - loss: 662.0422 - logits_profile_predictions_loss: 654.7317 - logcount_predictions_loss: 0.3566 20/2426 [..............................] - ETA: 6:09 - loss: 661.7944 - logits_profile_predictions_loss: 654.5024 - logcount_predictions_loss: 0.3557 21/2426 [..............................] - ETA: 6:08 - loss: 661.6632 - logits_profile_predictions_loss: 654.3886 - logcount_predictions_loss: 0.3549 22/2426 [..............................] - ETA: 6:08 - loss: 661.7349 - logits_profile_predictions_loss: 654.4766 - logcount_predictions_loss: 0.3541 23/2426 [..............................] - ETA: 6:08 - loss: 661.8906 - logits_profile_predictions_loss: 654.6482 - logcount_predictions_loss: 0.3533 24/2426 [..............................] - ETA: 6:08 - 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[..............................] - ETA: 6:05 - loss: 659.3820 - logits_profile_predictions_loss: 652.3564 - logcount_predictions_loss: 0.3427 45/2426 [..............................] - ETA: 6:05 - loss: 659.2768 - logits_profile_predictions_loss: 652.2591 - logcount_predictions_loss: 0.3423 46/2426 [..............................] - ETA: 6:04 - loss: 659.1463 - logits_profile_predictions_loss: 652.1364 - logcount_predictions_loss: 0.3419 47/2426 [..............................] - ETA: 6:04 - loss: 658.9796 - logits_profile_predictions_loss: 651.9765 - logcount_predictions_loss: 0.3416 48/2426 [..............................] - ETA: 6:04 - loss: 658.8592 - logits_profile_predictions_loss: 651.8625 - logcount_predictions_loss: 0.3413 49/2426 [..............................] - ETA: 6:04 - loss: 658.7209 - logits_profile_predictions_loss: 651.7303 - logcount_predictions_loss: 0.3410 50/2426 [..............................] - ETA: 6:04 - loss: 658.5904 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:00 - loss: 656.4044 - logits_profile_predictions_loss: 649.5233 - logcount_predictions_loss: 0.3357 78/2426 [..............................] - ETA: 6:00 - loss: 656.3826 - logits_profile_predictions_loss: 649.5035 - logcount_predictions_loss: 0.3356 79/2426 [..............................] - ETA: 6:00 - loss: 656.3636 - logits_profile_predictions_loss: 649.4865 - logcount_predictions_loss: 0.3355 80/2426 [..............................] - ETA: 6:00 - loss: 656.3286 - logits_profile_predictions_loss: 649.4537 - logcount_predictions_loss: 0.3354 81/2426 [>.............................] - ETA: 6:00 - loss: 656.2989 - logits_profile_predictions_loss: 649.4259 - logcount_predictions_loss: 0.3353 82/2426 [>.............................] - ETA: 5:59 - loss: 656.2557 - logits_profile_predictions_loss: 649.3846 - logcount_predictions_loss: 0.3352 83/2426 [>.............................] - ETA: 5:59 - loss: 656.2075 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:55 - loss: 654.4250 - logits_profile_predictions_loss: 647.6137 - logcount_predictions_loss: 0.3323 111/2426 [>.............................] - ETA: 5:55 - loss: 654.3632 - logits_profile_predictions_loss: 647.5534 - logcount_predictions_loss: 0.3322 112/2426 [>.............................] - ETA: 5:55 - loss: 654.3039 - logits_profile_predictions_loss: 647.4959 - logcount_predictions_loss: 0.3321 113/2426 [>.............................] - ETA: 5:54 - loss: 654.2501 - logits_profile_predictions_loss: 647.4432 - logcount_predictions_loss: 0.3320 114/2426 [>.............................] - ETA: 5:54 - loss: 654.2021 - logits_profile_predictions_loss: 647.3963 - logcount_predictions_loss: 0.3320 115/2426 [>.............................] - ETA: 5:54 - loss: 654.1594 - logits_profile_predictions_loss: 647.3544 - logcount_predictions_loss: 0.3320 116/2426 [>.............................] - ETA: 5:54 - loss: 654.1175 - 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[==============================] - ETA: 0s - loss: 646.5594 - logits_profile_predictions_loss: 639.7444 - logcount_predictions_loss: 0.3324 2426/2426 [==============================] - 391s 161ms/step - loss: 646.5584 - logits_profile_predictions_loss: 639.7434 - logcount_predictions_loss: 0.3324 - val_loss: 622.7824 - val_logits_profile_predictions_loss: 615.1583 - val_logcount_predictions_loss: 0.3719 Epoch 00004: val_loss improved from 627.45990 to 622.78241, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 5/50 1/2426 [..............................] - ETA: 7:35 - loss: 573.8683 - logits_profile_predictions_loss: 567.3232 - logcount_predictions_loss: 0.3193 2/2426 [..............................] - ETA: 6:15 - loss: 600.4286 - logits_profile_predictions_loss: 593.8064 - logcount_predictions_loss: 0.3230 3/2426 [..............................] - ETA: 6:13 - loss: 618.0923 - 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[..............................] - ETA: 6:10 - loss: 645.8327 - logits_profile_predictions_loss: 639.2722 - logcount_predictions_loss: 0.3200 11/2426 [..............................] - ETA: 6:09 - loss: 647.6492 - logits_profile_predictions_loss: 641.1233 - logcount_predictions_loss: 0.3183 12/2426 [..............................] - ETA: 6:09 - loss: 649.4182 - logits_profile_predictions_loss: 642.9047 - logcount_predictions_loss: 0.3177 13/2426 [..............................] - ETA: 6:09 - loss: 650.4957 - logits_profile_predictions_loss: 643.9836 - logcount_predictions_loss: 0.3177 14/2426 [..............................] - ETA: 6:09 - loss: 651.9087 - logits_profile_predictions_loss: 645.3939 - logcount_predictions_loss: 0.3178 15/2426 [..............................] - ETA: 6:09 - loss: 653.2577 - logits_profile_predictions_loss: 646.7452 - logcount_predictions_loss: 0.3177 16/2426 [..............................] - ETA: 6:09 - loss: 654.6231 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 5:15 - loss: 648.4374 - logits_profile_predictions_loss: 641.8237 - logcount_predictions_loss: 0.3226 370/2426 [===>..........................] - ETA: 5:15 - loss: 648.4226 - logits_profile_predictions_loss: 641.8093 - logcount_predictions_loss: 0.3226 371/2426 [===>..........................] - ETA: 5:15 - loss: 648.4072 - logits_profile_predictions_loss: 641.7943 - logcount_predictions_loss: 0.3226 372/2426 [===>..........................] - ETA: 5:15 - loss: 648.3911 - logits_profile_predictions_loss: 641.7785 - logcount_predictions_loss: 0.3226 373/2426 [===>..........................] - ETA: 5:15 - loss: 648.3747 - logits_profile_predictions_loss: 641.7624 - logcount_predictions_loss: 0.3225 374/2426 [===>..........................] - ETA: 5:14 - loss: 648.3580 - logits_profile_predictions_loss: 641.7461 - logcount_predictions_loss: 0.3225 375/2426 [===>..........................] - ETA: 5:14 - loss: 648.3409 - 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logits_profile_predictions_loss: 641.3120 - logcount_predictions_loss: 0.3221 402/2426 [===>..........................] - ETA: 5:10 - loss: 647.9008 - logits_profile_predictions_loss: 641.2971 - logcount_predictions_loss: 0.3221 403/2426 [===>..........................] - ETA: 5:10 - loss: 647.8854 - logits_profile_predictions_loss: 641.2820 - logcount_predictions_loss: 0.3221 404/2426 [===>..........................] - ETA: 5:10 - loss: 647.8701 - logits_profile_predictions_loss: 641.2670 - logcount_predictions_loss: 0.3221 405/2426 [====>.........................] - ETA: 5:10 - loss: 647.8547 - logits_profile_predictions_loss: 641.2517 - logcount_predictions_loss: 0.3221 406/2426 [====>.........................] - ETA: 5:09 - loss: 647.8391 - logits_profile_predictions_loss: 641.2364 - logcount_predictions_loss: 0.3221 407/2426 [====>.........................] - ETA: 5:09 - loss: 647.8236 - logits_profile_predictions_loss: 641.2210 - logcount_predictions_loss: 0.3221 408/2426 [====>.........................] - ETA: 5:09 - loss: 647.8086 - logits_profile_predictions_loss: 641.2063 - logcount_predictions_loss: 0.3221 409/2426 [====>.........................] - ETA: 5:09 - loss: 647.7941 - logits_profile_predictions_loss: 641.1921 - logcount_predictions_loss: 0.3221 410/2426 [====>.........................] - ETA: 5:09 - loss: 647.7799 - logits_profile_predictions_loss: 641.1780 - logcount_predictions_loss: 0.3220 411/2426 [====>.........................] - ETA: 5:09 - loss: 647.7658 - logits_profile_predictions_loss: 641.1642 - logcount_predictions_loss: 0.3220 412/2426 [====>.........................] - ETA: 5:09 - loss: 647.7517 - logits_profile_predictions_loss: 641.1504 - logcount_predictions_loss: 0.3220 413/2426 [====>.........................] - ETA: 5:08 - loss: 647.7374 - logits_profile_predictions_loss: 641.1362 - logcount_predictions_loss: 0.3220 414/2426 [====>.........................] - ETA: 5:08 - loss: 647.7233 - 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[============================>.] - ETA: 0s - loss: 641.6362 - logits_profile_predictions_loss: 635.1308 - logcount_predictions_loss: 0.3174 2426/2426 [==============================] - ETA: 0s - loss: 641.6356 - logits_profile_predictions_loss: 635.1303 - logcount_predictions_loss: 0.3174 2426/2426 [==============================] - 390s 161ms/step - loss: 641.6351 - logits_profile_predictions_loss: 635.1297 - logcount_predictions_loss: 0.3174 - val_loss: 629.6801 - val_logits_profile_predictions_loss: 623.4194 - val_logcount_predictions_loss: 0.3054 Epoch 00005: val_loss did not improve from 622.78241 Epoch 6/50 1/2426 [..............................] - ETA: 7:36 - loss: 682.1794 - logits_profile_predictions_loss: 673.8110 - logcount_predictions_loss: 0.4082 2/2426 [..............................] - ETA: 6:16 - loss: 671.4124 - logits_profile_predictions_loss: 663.2184 - logcount_predictions_loss: 0.3997 3/2426 [..............................] - ETA: 6:14 - loss: 660.3026 - 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[..............................] - ETA: 6:11 - loss: 642.7362 - logits_profile_predictions_loss: 635.9172 - logcount_predictions_loss: 0.3326 11/2426 [..............................] - ETA: 6:10 - loss: 642.2210 - logits_profile_predictions_loss: 635.4707 - logcount_predictions_loss: 0.3293 12/2426 [..............................] - ETA: 6:10 - loss: 642.1127 - logits_profile_predictions_loss: 635.4271 - logcount_predictions_loss: 0.3261 13/2426 [..............................] - ETA: 6:10 - loss: 641.7243 - logits_profile_predictions_loss: 635.0921 - logcount_predictions_loss: 0.3235 14/2426 [..............................] - ETA: 6:10 - loss: 641.5539 - logits_profile_predictions_loss: 634.9748 - logcount_predictions_loss: 0.3209 15/2426 [..............................] - ETA: 6:10 - loss: 641.4423 - logits_profile_predictions_loss: 634.9128 - logcount_predictions_loss: 0.3185 16/2426 [..............................] - ETA: 6:09 - loss: 641.3141 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 5:23 - loss: 638.1866 - logits_profile_predictions_loss: 631.9770 - logcount_predictions_loss: 0.3029 318/2426 [==>...........................] - ETA: 5:23 - loss: 638.1663 - logits_profile_predictions_loss: 631.9571 - logcount_predictions_loss: 0.3029 319/2426 [==>...........................] - ETA: 5:22 - loss: 638.1470 - logits_profile_predictions_loss: 631.9381 - logcount_predictions_loss: 0.3029 320/2426 [==>...........................] - ETA: 5:22 - loss: 638.1283 - logits_profile_predictions_loss: 631.9197 - logcount_predictions_loss: 0.3028 321/2426 [==>...........................] - ETA: 5:22 - loss: 638.1099 - logits_profile_predictions_loss: 631.9017 - logcount_predictions_loss: 0.3028 322/2426 [==>...........................] - ETA: 5:22 - loss: 638.0916 - logits_profile_predictions_loss: 631.8838 - logcount_predictions_loss: 0.3028 323/2426 [==>...........................] - ETA: 5:22 - loss: 638.0736 - logits_profile_predictions_loss: 631.8661 - logcount_predictions_loss: 0.3028 324/2426 [===>..........................] - ETA: 5:22 - loss: 638.0559 - logits_profile_predictions_loss: 631.8487 - logcount_predictions_loss: 0.3028 325/2426 [===>..........................] - ETA: 5:21 - loss: 638.0376 - logits_profile_predictions_loss: 631.8308 - logcount_predictions_loss: 0.3028 326/2426 [===>..........................] - ETA: 5:21 - loss: 638.0190 - logits_profile_predictions_loss: 631.8124 - logcount_predictions_loss: 0.3028 327/2426 [===>..........................] - ETA: 5:21 - loss: 637.9998 - logits_profile_predictions_loss: 631.7935 - logcount_predictions_loss: 0.3027 328/2426 [===>..........................] - ETA: 5:21 - loss: 637.9805 - logits_profile_predictions_loss: 631.7745 - logcount_predictions_loss: 0.3027 329/2426 [===>..........................] - ETA: 5:21 - loss: 637.9617 - logits_profile_predictions_loss: 631.7560 - logcount_predictions_loss: 0.3027 330/2426 [===>..........................] - ETA: 5:21 - loss: 637.9422 - logits_profile_predictions_loss: 631.7368 - logcount_predictions_loss: 0.3027 331/2426 [===>..........................] - ETA: 5:21 - loss: 637.9236 - logits_profile_predictions_loss: 631.7184 - logcount_predictions_loss: 0.3027 332/2426 [===>..........................] - ETA: 5:20 - loss: 637.9060 - logits_profile_predictions_loss: 631.7011 - logcount_predictions_loss: 0.3027 333/2426 [===>..........................] - ETA: 5:20 - loss: 637.8888 - logits_profile_predictions_loss: 631.6842 - logcount_predictions_loss: 0.3027 334/2426 [===>..........................] - ETA: 5:20 - loss: 637.8715 - logits_profile_predictions_loss: 631.6672 - logcount_predictions_loss: 0.3026 335/2426 [===>..........................] - ETA: 5:20 - loss: 637.8539 - logits_profile_predictions_loss: 631.6497 - logcount_predictions_loss: 0.3026 336/2426 [===>..........................] - ETA: 5:20 - loss: 637.8359 - logits_profile_predictions_loss: 631.6320 - logcount_predictions_loss: 0.3026 337/2426 [===>..........................] - ETA: 5:20 - loss: 637.8181 - logits_profile_predictions_loss: 631.6145 - logcount_predictions_loss: 0.3026 338/2426 [===>..........................] - ETA: 5:19 - loss: 637.8006 - logits_profile_predictions_loss: 631.5972 - logcount_predictions_loss: 0.3026 339/2426 [===>..........................] - ETA: 5:19 - loss: 637.7839 - logits_profile_predictions_loss: 631.5808 - logcount_predictions_loss: 0.3026 340/2426 [===>..........................] - ETA: 5:19 - loss: 637.7666 - logits_profile_predictions_loss: 631.5638 - logcount_predictions_loss: 0.3026 341/2426 [===>..........................] - ETA: 5:19 - loss: 637.7502 - logits_profile_predictions_loss: 631.5476 - logcount_predictions_loss: 0.3026 342/2426 [===>..........................] - ETA: 5:19 - loss: 637.7338 - logits_profile_predictions_loss: 631.5316 - logcount_predictions_loss: 0.3025 343/2426 [===>..........................] - ETA: 5:19 - loss: 637.7173 - logits_profile_predictions_loss: 631.5154 - logcount_predictions_loss: 0.3025 344/2426 [===>..........................] - ETA: 5:19 - loss: 637.7006 - logits_profile_predictions_loss: 631.4990 - logcount_predictions_loss: 0.3025 345/2426 [===>..........................] - ETA: 5:18 - loss: 637.6846 - logits_profile_predictions_loss: 631.4833 - logcount_predictions_loss: 0.3025 346/2426 [===>..........................] - ETA: 5:18 - loss: 637.6686 - logits_profile_predictions_loss: 631.4676 - logcount_predictions_loss: 0.3025 347/2426 [===>..........................] - ETA: 5:18 - loss: 637.6526 - logits_profile_predictions_loss: 631.4520 - logcount_predictions_loss: 0.3025 348/2426 [===>..........................] - ETA: 5:18 - loss: 637.6364 - logits_profile_predictions_loss: 631.4361 - logcount_predictions_loss: 0.3024 349/2426 [===>..........................] - ETA: 5:18 - loss: 637.6207 - logits_profile_predictions_loss: 631.4207 - logcount_predictions_loss: 0.3024 350/2426 [===>..........................] - ETA: 5:18 - loss: 637.6045 - logits_profile_predictions_loss: 631.4049 - logcount_predictions_loss: 0.3024 351/2426 [===>..........................] - ETA: 5:17 - loss: 637.5883 - logits_profile_predictions_loss: 631.3890 - logcount_predictions_loss: 0.3024 352/2426 [===>..........................] - ETA: 5:17 - loss: 637.5724 - logits_profile_predictions_loss: 631.3735 - logcount_predictions_loss: 0.3024 353/2426 [===>..........................] - ETA: 5:17 - loss: 637.5566 - logits_profile_predictions_loss: 631.3580 - logcount_predictions_loss: 0.3024 354/2426 [===>..........................] - ETA: 5:17 - loss: 637.5408 - logits_profile_predictions_loss: 631.3424 - logcount_predictions_loss: 0.3023 355/2426 [===>..........................] - ETA: 5:17 - loss: 637.5249 - logits_profile_predictions_loss: 631.3269 - logcount_predictions_loss: 0.3023 356/2426 [===>..........................] - ETA: 5:17 - loss: 637.5091 - logits_profile_predictions_loss: 631.3114 - logcount_predictions_loss: 0.3023 357/2426 [===>..........................] - ETA: 5:17 - loss: 637.4933 - logits_profile_predictions_loss: 631.2960 - logcount_predictions_loss: 0.3023 358/2426 [===>..........................] - ETA: 5:16 - loss: 637.4777 - logits_profile_predictions_loss: 631.2807 - logcount_predictions_loss: 0.3023 359/2426 [===>..........................] - ETA: 5:16 - loss: 637.4627 - logits_profile_predictions_loss: 631.2660 - logcount_predictions_loss: 0.3023 360/2426 [===>..........................] - ETA: 5:16 - loss: 637.4479 - logits_profile_predictions_loss: 631.2515 - logcount_predictions_loss: 0.3023 361/2426 [===>..........................] - ETA: 5:16 - loss: 637.4333 - logits_profile_predictions_loss: 631.2372 - logcount_predictions_loss: 0.3022 362/2426 [===>..........................] - ETA: 5:16 - loss: 637.4184 - logits_profile_predictions_loss: 631.2227 - logcount_predictions_loss: 0.3022 363/2426 [===>..........................] - ETA: 5:16 - loss: 637.4034 - logits_profile_predictions_loss: 631.2079 - logcount_predictions_loss: 0.3022 364/2426 [===>..........................] - ETA: 5:15 - loss: 637.3883 - logits_profile_predictions_loss: 631.1932 - logcount_predictions_loss: 0.3022 365/2426 [===>..........................] - ETA: 5:15 - loss: 637.3735 - logits_profile_predictions_loss: 631.1788 - logcount_predictions_loss: 0.3022 366/2426 [===>..........................] - ETA: 5:15 - loss: 637.3588 - logits_profile_predictions_loss: 631.1644 - logcount_predictions_loss: 0.3022 367/2426 [===>..........................] - ETA: 5:15 - loss: 637.3439 - logits_profile_predictions_loss: 631.1499 - logcount_predictions_loss: 0.3021 368/2426 [===>..........................] - ETA: 5:15 - loss: 637.3294 - logits_profile_predictions_loss: 631.1357 - logcount_predictions_loss: 0.3021 369/2426 [===>..........................] - ETA: 5:15 - loss: 637.3147 - logits_profile_predictions_loss: 631.1214 - logcount_predictions_loss: 0.3021 370/2426 [===>..........................] - ETA: 5:15 - loss: 637.3003 - logits_profile_predictions_loss: 631.1073 - logcount_predictions_loss: 0.3021 371/2426 [===>..........................] - ETA: 5:14 - loss: 637.2855 - logits_profile_predictions_loss: 631.0929 - logcount_predictions_loss: 0.3021 372/2426 [===>..........................] - ETA: 5:14 - loss: 637.2715 - logits_profile_predictions_loss: 631.0793 - logcount_predictions_loss: 0.3021 373/2426 [===>..........................] - ETA: 5:14 - loss: 637.2582 - logits_profile_predictions_loss: 631.0663 - logcount_predictions_loss: 0.3020 374/2426 [===>..........................] - ETA: 5:14 - loss: 637.2451 - logits_profile_predictions_loss: 631.0536 - logcount_predictions_loss: 0.3020 375/2426 [===>..........................] - ETA: 5:14 - loss: 637.2319 - logits_profile_predictions_loss: 631.0407 - logcount_predictions_loss: 0.3020 376/2426 [===>..........................] - ETA: 5:14 - loss: 637.2194 - logits_profile_predictions_loss: 631.0285 - logcount_predictions_loss: 0.3020 377/2426 [===>..........................] - ETA: 5:13 - loss: 637.2067 - logits_profile_predictions_loss: 631.0162 - logcount_predictions_loss: 0.3020 378/2426 [===>..........................] - ETA: 5:13 - loss: 637.1940 - logits_profile_predictions_loss: 631.0038 - logcount_predictions_loss: 0.3020 379/2426 [===>..........................] - ETA: 5:13 - loss: 637.1816 - logits_profile_predictions_loss: 630.9917 - logcount_predictions_loss: 0.3019 380/2426 [===>..........................] - ETA: 5:13 - loss: 637.1696 - logits_profile_predictions_loss: 630.9800 - logcount_predictions_loss: 0.3019 381/2426 [===>..........................] - ETA: 5:13 - loss: 637.1573 - logits_profile_predictions_loss: 630.9681 - logcount_predictions_loss: 0.3019 382/2426 [===>..........................] - ETA: 5:13 - loss: 637.1449 - logits_profile_predictions_loss: 630.9560 - logcount_predictions_loss: 0.3019 383/2426 [===>..........................] - ETA: 5:13 - loss: 637.1326 - logits_profile_predictions_loss: 630.9441 - logcount_predictions_loss: 0.3019 384/2426 [===>..........................] - ETA: 5:12 - loss: 637.1196 - logits_profile_predictions_loss: 630.9315 - logcount_predictions_loss: 0.3019 385/2426 [===>..........................] - ETA: 5:12 - loss: 637.1078 - logits_profile_predictions_loss: 630.9200 - logcount_predictions_loss: 0.3018 386/2426 [===>..........................] - ETA: 5:12 - loss: 637.0967 - logits_profile_predictions_loss: 630.9093 - logcount_predictions_loss: 0.3018 387/2426 [===>..........................] - ETA: 5:12 - loss: 637.0863 - logits_profile_predictions_loss: 630.8992 - logcount_predictions_loss: 0.3018 388/2426 [===>..........................] - ETA: 5:12 - loss: 637.0758 - logits_profile_predictions_loss: 630.8890 - logcount_predictions_loss: 0.3018 389/2426 [===>..........................] - ETA: 5:12 - loss: 637.0656 - logits_profile_predictions_loss: 630.8791 - logcount_predictions_loss: 0.3018 390/2426 [===>..........................] - ETA: 5:11 - loss: 637.0551 - logits_profile_predictions_loss: 630.8689 - logcount_predictions_loss: 0.3018 391/2426 [===>..........................] - ETA: 5:11 - loss: 637.0445 - logits_profile_predictions_loss: 630.8586 - logcount_predictions_loss: 0.3017 392/2426 [===>..........................] - ETA: 5:11 - loss: 637.0337 - logits_profile_predictions_loss: 630.8481 - logcount_predictions_loss: 0.3017 393/2426 [===>..........................] - ETA: 5:11 - loss: 637.0225 - logits_profile_predictions_loss: 630.8372 - logcount_predictions_loss: 0.3017 394/2426 [===>..........................] - ETA: 5:11 - loss: 637.0112 - logits_profile_predictions_loss: 630.8262 - logcount_predictions_loss: 0.3017 395/2426 [===>..........................] - ETA: 5:11 - loss: 637.0005 - logits_profile_predictions_loss: 630.8158 - logcount_predictions_loss: 0.3017 396/2426 [===>..........................] - ETA: 5:11 - loss: 636.9904 - logits_profile_predictions_loss: 630.8061 - logcount_predictions_loss: 0.3017 397/2426 [===>..........................] - ETA: 5:10 - loss: 636.9803 - logits_profile_predictions_loss: 630.7963 - logcount_predictions_loss: 0.3016 398/2426 [===>..........................] - ETA: 5:10 - loss: 636.9710 - logits_profile_predictions_loss: 630.7874 - logcount_predictions_loss: 0.3016 399/2426 [===>..........................] - ETA: 5:10 - loss: 636.9620 - logits_profile_predictions_loss: 630.7786 - logcount_predictions_loss: 0.3016 400/2426 [===>..........................] - ETA: 5:10 - loss: 636.9526 - logits_profile_predictions_loss: 630.7696 - logcount_predictions_loss: 0.3016 401/2426 [===>..........................] - ETA: 5:10 - loss: 636.9426 - logits_profile_predictions_loss: 630.7599 - logcount_predictions_loss: 0.3016 402/2426 [===>..........................] - ETA: 5:10 - loss: 636.9326 - logits_profile_predictions_loss: 630.7502 - logcount_predictions_loss: 0.3016 403/2426 [===>..........................] - ETA: 5:09 - loss: 636.9226 - logits_profile_predictions_loss: 630.7405 - logcount_predictions_loss: 0.3016 404/2426 [===>..........................] - ETA: 5:09 - loss: 636.9125 - logits_profile_predictions_loss: 630.7306 - logcount_predictions_loss: 0.3015 405/2426 [====>.........................] - ETA: 5:09 - loss: 636.9030 - logits_profile_predictions_loss: 630.7214 - logcount_predictions_loss: 0.3015 406/2426 [====>.........................] - ETA: 5:09 - loss: 636.8932 - logits_profile_predictions_loss: 630.7119 - logcount_predictions_loss: 0.3015 407/2426 [====>.........................] - ETA: 5:09 - loss: 636.8831 - logits_profile_predictions_loss: 630.7021 - logcount_predictions_loss: 0.3015 408/2426 [====>.........................] - ETA: 5:09 - loss: 636.8730 - logits_profile_predictions_loss: 630.6923 - logcount_predictions_loss: 0.3015 409/2426 [====>.........................] - ETA: 5:09 - loss: 636.8627 - logits_profile_predictions_loss: 630.6823 - logcount_predictions_loss: 0.3015 410/2426 [====>.........................] - ETA: 5:08 - loss: 636.8525 - logits_profile_predictions_loss: 630.6724 - logcount_predictions_loss: 0.3015 411/2426 [====>.........................] - ETA: 5:08 - loss: 636.8426 - logits_profile_predictions_loss: 630.6627 - logcount_predictions_loss: 0.3015 412/2426 [====>.........................] - ETA: 5:08 - loss: 636.8330 - logits_profile_predictions_loss: 630.6533 - logcount_predictions_loss: 0.3014 413/2426 [====>.........................] - ETA: 5:08 - loss: 636.8241 - logits_profile_predictions_loss: 630.6447 - logcount_predictions_loss: 0.3014 414/2426 [====>.........................] - ETA: 5:08 - loss: 636.8150 - logits_profile_predictions_loss: 630.6359 - logcount_predictions_loss: 0.3014 415/2426 [====>.........................] - ETA: 5:08 - loss: 636.8067 - logits_profile_predictions_loss: 630.6279 - logcount_predictions_loss: 0.3014 416/2426 [====>.........................] - ETA: 5:07 - loss: 636.7984 - logits_profile_predictions_loss: 630.6197 - logcount_predictions_loss: 0.3014 417/2426 [====>.........................] - ETA: 5:07 - loss: 636.7896 - logits_profile_predictions_loss: 630.6113 - logcount_predictions_loss: 0.3014 418/2426 [====>.........................] - ETA: 5:07 - loss: 636.7810 - logits_profile_predictions_loss: 630.6029 - logcount_predictions_loss: 0.3014 419/2426 [====>.........................] - ETA: 5:07 - loss: 636.7721 - logits_profile_predictions_loss: 630.5942 - logcount_predictions_loss: 0.3013 420/2426 [====>.........................] - ETA: 5:07 - loss: 636.7627 - logits_profile_predictions_loss: 630.5851 - logcount_predictions_loss: 0.3013 421/2426 [====>.........................] - ETA: 5:07 - loss: 636.7531 - logits_profile_predictions_loss: 630.5758 - logcount_predictions_loss: 0.3013 422/2426 [====>.........................] - ETA: 5:07 - loss: 636.7435 - logits_profile_predictions_loss: 630.5664 - logcount_predictions_loss: 0.3013 423/2426 [====>.........................] - ETA: 5:06 - loss: 636.7338 - logits_profile_predictions_loss: 630.5569 - logcount_predictions_loss: 0.3013 424/2426 [====>.........................] - ETA: 5:06 - loss: 636.7240 - logits_profile_predictions_loss: 630.5473 - logcount_predictions_loss: 0.3013 425/2426 [====>.........................] - ETA: 5:06 - loss: 636.7143 - logits_profile_predictions_loss: 630.5378 - logcount_predictions_loss: 0.3013 426/2426 [====>.........................] - ETA: 5:06 - loss: 636.7049 - logits_profile_predictions_loss: 630.5286 - logcount_predictions_loss: 0.3013 427/2426 [====>.........................] - ETA: 5:06 - loss: 636.6953 - logits_profile_predictions_loss: 630.5192 - logcount_predictions_loss: 0.3013 428/2426 [====>.........................] - ETA: 5:06 - loss: 636.6859 - logits_profile_predictions_loss: 630.5100 - logcount_predictions_loss: 0.3013 429/2426 [====>.........................] - ETA: 5:06 - loss: 636.6764 - logits_profile_predictions_loss: 630.5007 - logcount_predictions_loss: 0.3012 430/2426 [====>.........................] - ETA: 5:05 - loss: 636.6672 - logits_profile_predictions_loss: 630.4918 - logcount_predictions_loss: 0.3012 431/2426 [====>.........................] - ETA: 5:05 - loss: 636.6586 - logits_profile_predictions_loss: 630.4833 - logcount_predictions_loss: 0.3012 432/2426 [====>.........................] - ETA: 5:05 - loss: 636.6497 - logits_profile_predictions_loss: 630.4746 - logcount_predictions_loss: 0.3012 433/2426 [====>.........................] - ETA: 5:05 - loss: 636.6404 - logits_profile_predictions_loss: 630.4655 - logcount_predictions_loss: 0.3012 434/2426 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[============================>.] - ETA: 5s - loss: 636.1688 - logits_profile_predictions_loss: 629.9855 - logcount_predictions_loss: 0.3016 2393/2426 [============================>.] - ETA: 5s - loss: 636.1693 - logits_profile_predictions_loss: 629.9860 - logcount_predictions_loss: 0.3016 2394/2426 [============================>.] - ETA: 4s - loss: 636.1698 - logits_profile_predictions_loss: 629.9866 - logcount_predictions_loss: 0.3016 2395/2426 [============================>.] - ETA: 4s - loss: 636.1704 - logits_profile_predictions_loss: 629.9871 - logcount_predictions_loss: 0.3016 2396/2426 [============================>.] - ETA: 4s - loss: 636.1709 - logits_profile_predictions_loss: 629.9876 - logcount_predictions_loss: 0.3016 2397/2426 [============================>.] - ETA: 4s - loss: 636.1714 - logits_profile_predictions_loss: 629.9882 - logcount_predictions_loss: 0.3016 2398/2426 [============================>.] - ETA: 4s - loss: 636.1719 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 636.1859 - logits_profile_predictions_loss: 630.0030 - logcount_predictions_loss: 0.3016 2426/2426 [==============================] - ETA: 0s - loss: 636.1864 - logits_profile_predictions_loss: 630.0035 - logcount_predictions_loss: 0.3016 2426/2426 [==============================] - 390s 161ms/step - loss: 636.1869 - logits_profile_predictions_loss: 630.0040 - logcount_predictions_loss: 0.3016 - val_loss: 624.2532 - val_logits_profile_predictions_loss: 618.5366 - val_logcount_predictions_loss: 0.2789 Epoch 00006: val_loss did not improve from 622.78241 Epoch 7/50 1/2426 [..............................] - ETA: 8:12 - loss: 751.8057 - logits_profile_predictions_loss: 744.8560 - logcount_predictions_loss: 0.3390 2/2426 [..............................] - ETA: 6:37 - loss: 724.9216 - logits_profile_predictions_loss: 718.2234 - logcount_predictions_loss: 0.3267 3/2426 [..............................] - ETA: 6:24 - loss: 705.4408 - logits_profile_predictions_loss: 698.8809 - logcount_predictions_loss: 0.3200 4/2426 [..............................] - ETA: 6:19 - loss: 690.2377 - logits_profile_predictions_loss: 683.7964 - logcount_predictions_loss: 0.3142 5/2426 [..............................] - ETA: 6:17 - loss: 678.0297 - logits_profile_predictions_loss: 671.6779 - logcount_predictions_loss: 0.3098 6/2426 [..............................] - ETA: 6:16 - loss: 668.2503 - logits_profile_predictions_loss: 661.9970 - logcount_predictions_loss: 0.3050 7/2426 [..............................] - ETA: 6:15 - loss: 660.8583 - logits_profile_predictions_loss: 654.6660 - logcount_predictions_loss: 0.3021 8/2426 [..............................] - ETA: 6:14 - loss: 655.9513 - logits_profile_predictions_loss: 649.7950 - logcount_predictions_loss: 0.3003 9/2426 [..............................] - ETA: 6:13 - loss: 653.1876 - logits_profile_predictions_loss: 647.0545 - logcount_predictions_loss: 0.2992 10/2426 [..............................] - ETA: 6:13 - loss: 650.5857 - logits_profile_predictions_loss: 644.4715 - logcount_predictions_loss: 0.2983 11/2426 [..............................] - ETA: 6:12 - loss: 648.9796 - logits_profile_predictions_loss: 642.8906 - logcount_predictions_loss: 0.2970 12/2426 [..............................] - ETA: 6:12 - loss: 647.2238 - logits_profile_predictions_loss: 641.1562 - logcount_predictions_loss: 0.2960 13/2426 [..............................] - ETA: 6:11 - loss: 644.8931 - logits_profile_predictions_loss: 638.8349 - logcount_predictions_loss: 0.2955 14/2426 [..............................] - ETA: 6:11 - loss: 642.7414 - logits_profile_predictions_loss: 636.6949 - logcount_predictions_loss: 0.2949 15/2426 [..............................] - ETA: 6:11 - loss: 640.7504 - logits_profile_predictions_loss: 634.6988 - logcount_predictions_loss: 0.2952 16/2426 [..............................] - ETA: 6:11 - loss: 639.3824 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 624.5136 - logcount_predictions_loss: 0.2835 194/2426 [=>............................] - ETA: 5:42 - loss: 630.3426 - logits_profile_predictions_loss: 624.5303 - logcount_predictions_loss: 0.2835 195/2426 [=>............................] - ETA: 5:41 - loss: 630.3596 - logits_profile_predictions_loss: 624.5469 - logcount_predictions_loss: 0.2835 196/2426 [=>............................] - ETA: 5:41 - loss: 630.3743 - logits_profile_predictions_loss: 624.5613 - logcount_predictions_loss: 0.2836 197/2426 [=>............................] - ETA: 5:41 - loss: 630.3882 - logits_profile_predictions_loss: 624.5748 - logcount_predictions_loss: 0.2836 198/2426 [=>............................] - ETA: 5:41 - loss: 630.4001 - logits_profile_predictions_loss: 624.5864 - logcount_predictions_loss: 0.2836 199/2426 [=>............................] - ETA: 5:41 - loss: 630.4112 - logits_profile_predictions_loss: 624.5973 - logcount_predictions_loss: 0.2836 200/2426 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[===>..........................] - ETA: 5:19 - loss: 630.5417 - logits_profile_predictions_loss: 624.6885 - logcount_predictions_loss: 0.2855 344/2426 [===>..........................] - ETA: 5:19 - loss: 630.5399 - logits_profile_predictions_loss: 624.6865 - logcount_predictions_loss: 0.2855 345/2426 [===>..........................] - ETA: 5:19 - loss: 630.5382 - logits_profile_predictions_loss: 624.6846 - logcount_predictions_loss: 0.2855 346/2426 [===>..........................] - ETA: 5:18 - loss: 630.5366 - logits_profile_predictions_loss: 624.6828 - logcount_predictions_loss: 0.2855 347/2426 [===>..........................] - ETA: 5:18 - loss: 630.5356 - logits_profile_predictions_loss: 624.6816 - logcount_predictions_loss: 0.2856 348/2426 [===>..........................] - ETA: 5:18 - loss: 630.5348 - logits_profile_predictions_loss: 624.6806 - logcount_predictions_loss: 0.2856 349/2426 [===>..........................] - ETA: 5:18 - loss: 630.5344 - 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[===>..........................] - ETA: 5:17 - loss: 630.5257 - logits_profile_predictions_loss: 624.6699 - logcount_predictions_loss: 0.2856 357/2426 [===>..........................] - ETA: 5:17 - loss: 630.5247 - logits_profile_predictions_loss: 624.6686 - logcount_predictions_loss: 0.2857 358/2426 [===>..........................] - ETA: 5:17 - loss: 630.5234 - logits_profile_predictions_loss: 624.6671 - logcount_predictions_loss: 0.2857 359/2426 [===>..........................] - ETA: 5:16 - loss: 630.5219 - logits_profile_predictions_loss: 624.6654 - logcount_predictions_loss: 0.2857 360/2426 [===>..........................] - ETA: 5:16 - loss: 630.5200 - logits_profile_predictions_loss: 624.6634 - logcount_predictions_loss: 0.2857 361/2426 [===>..........................] - ETA: 5:16 - loss: 630.5175 - logits_profile_predictions_loss: 624.6607 - logcount_predictions_loss: 0.2857 362/2426 [===>..........................] - ETA: 5:16 - loss: 630.5161 - 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[===>..........................] - ETA: 5:15 - loss: 630.5076 - logits_profile_predictions_loss: 624.6495 - logcount_predictions_loss: 0.2858 370/2426 [===>..........................] - ETA: 5:15 - loss: 630.5075 - logits_profile_predictions_loss: 624.6493 - logcount_predictions_loss: 0.2858 371/2426 [===>..........................] - ETA: 5:15 - loss: 630.5076 - logits_profile_predictions_loss: 624.6493 - logcount_predictions_loss: 0.2858 372/2426 [===>..........................] - ETA: 5:14 - loss: 630.5078 - logits_profile_predictions_loss: 624.6494 - logcount_predictions_loss: 0.2858 373/2426 [===>..........................] - ETA: 5:14 - loss: 630.5080 - logits_profile_predictions_loss: 624.6493 - logcount_predictions_loss: 0.2858 374/2426 [===>..........................] - ETA: 5:14 - loss: 630.5085 - logits_profile_predictions_loss: 624.6498 - logcount_predictions_loss: 0.2858 375/2426 [===>..........................] - ETA: 5:14 - loss: 630.5091 - 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[===>..........................] - ETA: 5:13 - loss: 630.5118 - logits_profile_predictions_loss: 624.6520 - logcount_predictions_loss: 0.2858 383/2426 [===>..........................] - ETA: 5:13 - loss: 630.5125 - logits_profile_predictions_loss: 624.6526 - logcount_predictions_loss: 0.2858 384/2426 [===>..........................] - ETA: 5:13 - loss: 630.5129 - logits_profile_predictions_loss: 624.6529 - logcount_predictions_loss: 0.2858 385/2426 [===>..........................] - ETA: 5:12 - loss: 630.5136 - logits_profile_predictions_loss: 624.6535 - logcount_predictions_loss: 0.2859 386/2426 [===>..........................] - ETA: 5:12 - loss: 630.5145 - logits_profile_predictions_loss: 624.6542 - logcount_predictions_loss: 0.2859 387/2426 [===>..........................] - ETA: 5:12 - loss: 630.5155 - logits_profile_predictions_loss: 624.6552 - logcount_predictions_loss: 0.2859 388/2426 [===>..........................] - ETA: 5:12 - loss: 630.5162 - 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[====>.........................] - ETA: 5:09 - loss: 630.5331 - logits_profile_predictions_loss: 624.6714 - logcount_predictions_loss: 0.2859 409/2426 [====>.........................] - ETA: 5:09 - loss: 630.5347 - logits_profile_predictions_loss: 624.6728 - logcount_predictions_loss: 0.2859 410/2426 [====>.........................] - ETA: 5:09 - loss: 630.5368 - logits_profile_predictions_loss: 624.6748 - logcount_predictions_loss: 0.2859 411/2426 [====>.........................] - ETA: 5:08 - loss: 630.5390 - logits_profile_predictions_loss: 624.6768 - logcount_predictions_loss: 0.2860 412/2426 [====>.........................] - ETA: 5:08 - loss: 630.5410 - logits_profile_predictions_loss: 624.6787 - logcount_predictions_loss: 0.2860 413/2426 [====>.........................] - ETA: 5:08 - loss: 630.5426 - logits_profile_predictions_loss: 624.6801 - logcount_predictions_loss: 0.2860 414/2426 [====>.........................] - ETA: 5:08 - loss: 630.5442 - logits_profile_predictions_loss: 624.6815 - logcount_predictions_loss: 0.2860 415/2426 [====>.........................] - ETA: 5:08 - loss: 630.5461 - logits_profile_predictions_loss: 624.6832 - logcount_predictions_loss: 0.2860 416/2426 [====>.........................] - ETA: 5:08 - loss: 630.5482 - logits_profile_predictions_loss: 624.6851 - logcount_predictions_loss: 0.2860 417/2426 [====>.........................] - ETA: 5:07 - loss: 630.5507 - logits_profile_predictions_loss: 624.6875 - logcount_predictions_loss: 0.2860 418/2426 [====>.........................] - ETA: 5:07 - loss: 630.5533 - logits_profile_predictions_loss: 624.6899 - logcount_predictions_loss: 0.2860 419/2426 [====>.........................] - ETA: 5:07 - loss: 630.5560 - logits_profile_predictions_loss: 624.6924 - logcount_predictions_loss: 0.2860 420/2426 [====>.........................] - ETA: 5:07 - loss: 630.5589 - logits_profile_predictions_loss: 624.6951 - logcount_predictions_loss: 0.2860 421/2426 [====>.........................] - ETA: 5:07 - loss: 630.5618 - logits_profile_predictions_loss: 624.6978 - logcount_predictions_loss: 0.2860 422/2426 [====>.........................] - ETA: 5:07 - loss: 630.5652 - logits_profile_predictions_loss: 624.7010 - logcount_predictions_loss: 0.2861 423/2426 [====>.........................] - ETA: 5:07 - loss: 630.5687 - logits_profile_predictions_loss: 624.7043 - logcount_predictions_loss: 0.2861 424/2426 [====>.........................] - ETA: 5:06 - loss: 630.5723 - logits_profile_predictions_loss: 624.7077 - logcount_predictions_loss: 0.2861 425/2426 [====>.........................] - ETA: 5:06 - loss: 630.5760 - logits_profile_predictions_loss: 624.7112 - logcount_predictions_loss: 0.2861 426/2426 [====>.........................] - ETA: 5:06 - loss: 630.5798 - logits_profile_predictions_loss: 624.7148 - logcount_predictions_loss: 0.2861 427/2426 [====>.........................] - ETA: 5:06 - loss: 630.5838 - logits_profile_predictions_loss: 624.7185 - logcount_predictions_loss: 0.2861 428/2426 [====>.........................] - ETA: 5:06 - loss: 630.5877 - logits_profile_predictions_loss: 624.7222 - logcount_predictions_loss: 0.2861 429/2426 [====>.........................] - ETA: 5:06 - loss: 630.5914 - logits_profile_predictions_loss: 624.7257 - logcount_predictions_loss: 0.2861 430/2426 [====>.........................] - ETA: 5:05 - loss: 630.5950 - logits_profile_predictions_loss: 624.7291 - logcount_predictions_loss: 0.2861 431/2426 [====>.........................] - ETA: 5:05 - loss: 630.5984 - logits_profile_predictions_loss: 624.7323 - logcount_predictions_loss: 0.2861 432/2426 [====>.........................] - ETA: 5:05 - loss: 630.6026 - logits_profile_predictions_loss: 624.7363 - logcount_predictions_loss: 0.2862 433/2426 [====>.........................] - ETA: 5:05 - loss: 630.6066 - logits_profile_predictions_loss: 624.7401 - logcount_predictions_loss: 0.2862 434/2426 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[============================>.] - ETA: 0s - loss: 632.6281 - logits_profile_predictions_loss: 626.6991 - logcount_predictions_loss: 0.2892 2426/2426 [==============================] - ETA: 0s - loss: 632.6288 - logits_profile_predictions_loss: 626.6998 - logcount_predictions_loss: 0.2892 2426/2426 [==============================] - 390s 161ms/step - loss: 632.6295 - logits_profile_predictions_loss: 626.7005 - logcount_predictions_loss: 0.2892 - val_loss: 620.4946 - val_logits_profile_predictions_loss: 615.0843 - val_logcount_predictions_loss: 0.2639 Epoch 00007: val_loss improved from 622.78241 to 620.49463, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 8/50 1/2426 [..............................] - ETA: 8:24 - loss: 617.1389 - logits_profile_predictions_loss: 611.5825 - logcount_predictions_loss: 0.2710 2/2426 [..............................] - ETA: 6:28 - loss: 644.9493 - 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[..............................] - ETA: 6:12 - loss: 650.6057 - logits_profile_predictions_loss: 644.7076 - logcount_predictions_loss: 0.2877 10/2426 [..............................] - ETA: 6:12 - loss: 648.0477 - logits_profile_predictions_loss: 642.1432 - logcount_predictions_loss: 0.2880 11/2426 [..............................] - ETA: 6:11 - loss: 647.0445 - logits_profile_predictions_loss: 641.1246 - logcount_predictions_loss: 0.2888 12/2426 [..............................] - ETA: 6:11 - loss: 646.8560 - logits_profile_predictions_loss: 640.9244 - logcount_predictions_loss: 0.2893 13/2426 [..............................] - ETA: 6:10 - loss: 646.4633 - logits_profile_predictions_loss: 640.5319 - logcount_predictions_loss: 0.2893 14/2426 [..............................] - ETA: 6:10 - loss: 645.8555 - logits_profile_predictions_loss: 639.9316 - logcount_predictions_loss: 0.2890 15/2426 [..............................] - ETA: 6:10 - loss: 645.4564 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 5:21 - loss: 634.9153 - logits_profile_predictions_loss: 629.3292 - logcount_predictions_loss: 0.2725 330/2426 [===>..........................] - ETA: 5:21 - loss: 634.9090 - logits_profile_predictions_loss: 629.3224 - logcount_predictions_loss: 0.2725 331/2426 [===>..........................] - ETA: 5:21 - loss: 634.9030 - logits_profile_predictions_loss: 629.3161 - logcount_predictions_loss: 0.2725 332/2426 [===>..........................] - ETA: 5:21 - loss: 634.8979 - logits_profile_predictions_loss: 629.3107 - logcount_predictions_loss: 0.2726 333/2426 [===>..........................] - ETA: 5:20 - loss: 634.8945 - logits_profile_predictions_loss: 629.3068 - logcount_predictions_loss: 0.2726 334/2426 [===>..........................] - ETA: 5:20 - loss: 634.8915 - logits_profile_predictions_loss: 629.3035 - logcount_predictions_loss: 0.2726 335/2426 [===>..........................] - ETA: 5:20 - loss: 634.8884 - 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[===>..........................] - ETA: 5:19 - loss: 634.8606 - logits_profile_predictions_loss: 629.2696 - logcount_predictions_loss: 0.2727 343/2426 [===>..........................] - ETA: 5:19 - loss: 634.8558 - logits_profile_predictions_loss: 629.2644 - logcount_predictions_loss: 0.2728 344/2426 [===>..........................] - ETA: 5:19 - loss: 634.8505 - logits_profile_predictions_loss: 629.2587 - logcount_predictions_loss: 0.2728 345/2426 [===>..........................] - ETA: 5:19 - loss: 634.8451 - logits_profile_predictions_loss: 629.2529 - logcount_predictions_loss: 0.2728 346/2426 [===>..........................] - ETA: 5:18 - loss: 634.8400 - logits_profile_predictions_loss: 629.2473 - logcount_predictions_loss: 0.2728 347/2426 [===>..........................] - ETA: 5:18 - loss: 634.8343 - logits_profile_predictions_loss: 629.2412 - logcount_predictions_loss: 0.2728 348/2426 [===>..........................] - ETA: 5:18 - loss: 634.8284 - 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[===>..........................] - ETA: 5:17 - loss: 634.7916 - logits_profile_predictions_loss: 629.1951 - logcount_predictions_loss: 0.2730 356/2426 [===>..........................] - ETA: 5:17 - loss: 634.7870 - logits_profile_predictions_loss: 629.1900 - logcount_predictions_loss: 0.2730 357/2426 [===>..........................] - ETA: 5:17 - loss: 634.7829 - logits_profile_predictions_loss: 629.1854 - logcount_predictions_loss: 0.2730 358/2426 [===>..........................] - ETA: 5:17 - loss: 634.7789 - logits_profile_predictions_loss: 629.1811 - logcount_predictions_loss: 0.2731 359/2426 [===>..........................] - ETA: 5:16 - loss: 634.7750 - logits_profile_predictions_loss: 629.1767 - logcount_predictions_loss: 0.2731 360/2426 [===>..........................] - ETA: 5:16 - loss: 634.7710 - logits_profile_predictions_loss: 629.1722 - logcount_predictions_loss: 0.2731 361/2426 [===>..........................] - ETA: 5:16 - loss: 634.7661 - 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[===>..........................] - ETA: 5:15 - loss: 634.7330 - logits_profile_predictions_loss: 629.1306 - logcount_predictions_loss: 0.2733 369/2426 [===>..........................] - ETA: 5:15 - loss: 634.7282 - logits_profile_predictions_loss: 629.1254 - logcount_predictions_loss: 0.2733 370/2426 [===>..........................] - ETA: 5:15 - loss: 634.7233 - logits_profile_predictions_loss: 629.1200 - logcount_predictions_loss: 0.2733 371/2426 [===>..........................] - ETA: 5:15 - loss: 634.7185 - logits_profile_predictions_loss: 629.1149 - logcount_predictions_loss: 0.2734 372/2426 [===>..........................] - ETA: 5:14 - loss: 634.7143 - logits_profile_predictions_loss: 629.1102 - logcount_predictions_loss: 0.2734 373/2426 [===>..........................] - ETA: 5:14 - loss: 634.7103 - logits_profile_predictions_loss: 629.1058 - logcount_predictions_loss: 0.2734 374/2426 [===>..........................] - ETA: 5:14 - loss: 634.7058 - 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[===>..........................] - ETA: 5:13 - loss: 634.6703 - logits_profile_predictions_loss: 629.0627 - logcount_predictions_loss: 0.2735 382/2426 [===>..........................] - ETA: 5:13 - loss: 634.6656 - logits_profile_predictions_loss: 629.0576 - logcount_predictions_loss: 0.2736 383/2426 [===>..........................] - ETA: 5:13 - loss: 634.6613 - logits_profile_predictions_loss: 629.0529 - logcount_predictions_loss: 0.2736 384/2426 [===>..........................] - ETA: 5:13 - loss: 634.6569 - logits_profile_predictions_loss: 629.0482 - logcount_predictions_loss: 0.2736 385/2426 [===>..........................] - ETA: 5:12 - loss: 634.6522 - logits_profile_predictions_loss: 629.0432 - logcount_predictions_loss: 0.2736 386/2426 [===>..........................] - ETA: 5:12 - loss: 634.6477 - logits_profile_predictions_loss: 629.0383 - logcount_predictions_loss: 0.2736 387/2426 [===>..........................] - ETA: 5:12 - loss: 634.6432 - 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[===>..........................] - ETA: 5:11 - loss: 634.6140 - logits_profile_predictions_loss: 629.0018 - logcount_predictions_loss: 0.2738 395/2426 [===>..........................] - ETA: 5:11 - loss: 634.6099 - logits_profile_predictions_loss: 628.9974 - logcount_predictions_loss: 0.2738 396/2426 [===>..........................] - ETA: 5:11 - loss: 634.6056 - logits_profile_predictions_loss: 628.9927 - logcount_predictions_loss: 0.2738 397/2426 [===>..........................] - ETA: 5:11 - loss: 634.6008 - logits_profile_predictions_loss: 628.9877 - logcount_predictions_loss: 0.2738 398/2426 [===>..........................] - ETA: 5:11 - loss: 634.5961 - logits_profile_predictions_loss: 628.9826 - logcount_predictions_loss: 0.2738 399/2426 [===>..........................] - ETA: 5:10 - loss: 634.5908 - logits_profile_predictions_loss: 628.9770 - logcount_predictions_loss: 0.2738 400/2426 [===>..........................] - ETA: 5:10 - loss: 634.5848 - 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[====>.........................] - ETA: 5:09 - loss: 634.5416 - logits_profile_predictions_loss: 628.9255 - logcount_predictions_loss: 0.2740 408/2426 [====>.........................] - ETA: 5:09 - loss: 634.5342 - logits_profile_predictions_loss: 628.9178 - logcount_predictions_loss: 0.2740 409/2426 [====>.........................] - ETA: 5:09 - loss: 634.5268 - logits_profile_predictions_loss: 628.9102 - logcount_predictions_loss: 0.2740 410/2426 [====>.........................] - ETA: 5:09 - loss: 634.5197 - logits_profile_predictions_loss: 628.9027 - logcount_predictions_loss: 0.2740 411/2426 [====>.........................] - ETA: 5:09 - loss: 634.5122 - logits_profile_predictions_loss: 628.8950 - logcount_predictions_loss: 0.2740 412/2426 [====>.........................] - ETA: 5:08 - loss: 634.5047 - logits_profile_predictions_loss: 628.8872 - logcount_predictions_loss: 0.2740 413/2426 [====>.........................] - ETA: 5:08 - loss: 634.4974 - 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[====>.........................] - ETA: 5:07 - loss: 634.4453 - logits_profile_predictions_loss: 628.8259 - logcount_predictions_loss: 0.2741 421/2426 [====>.........................] - ETA: 5:07 - loss: 634.4382 - logits_profile_predictions_loss: 628.8185 - logcount_predictions_loss: 0.2741 422/2426 [====>.........................] - ETA: 5:07 - loss: 634.4312 - logits_profile_predictions_loss: 628.8113 - logcount_predictions_loss: 0.2741 423/2426 [====>.........................] - ETA: 5:07 - loss: 634.4241 - logits_profile_predictions_loss: 628.8040 - logcount_predictions_loss: 0.2742 424/2426 [====>.........................] - ETA: 5:07 - loss: 634.4170 - logits_profile_predictions_loss: 628.7967 - logcount_predictions_loss: 0.2742 425/2426 [====>.........................] - ETA: 5:06 - loss: 634.4102 - logits_profile_predictions_loss: 628.7896 - logcount_predictions_loss: 0.2742 426/2426 [====>.........................] - ETA: 5:06 - loss: 634.4033 - logits_profile_predictions_loss: 628.7825 - logcount_predictions_loss: 0.2742 427/2426 [====>.........................] - ETA: 5:06 - loss: 634.3962 - logits_profile_predictions_loss: 628.7752 - logcount_predictions_loss: 0.2742 428/2426 [====>.........................] - ETA: 5:06 - loss: 634.3891 - logits_profile_predictions_loss: 628.7679 - logcount_predictions_loss: 0.2742 429/2426 [====>.........................] - ETA: 5:06 - loss: 634.3821 - logits_profile_predictions_loss: 628.7607 - logcount_predictions_loss: 0.2742 430/2426 [====>.........................] - ETA: 5:06 - loss: 634.3756 - logits_profile_predictions_loss: 628.7540 - logcount_predictions_loss: 0.2742 431/2426 [====>.........................] - ETA: 5:06 - loss: 634.3688 - logits_profile_predictions_loss: 628.7470 - logcount_predictions_loss: 0.2742 432/2426 [====>.........................] - ETA: 5:05 - loss: 634.3622 - logits_profile_predictions_loss: 628.7403 - logcount_predictions_loss: 0.2742 433/2426 [====>.........................] - ETA: 5:05 - loss: 634.3556 - logits_profile_predictions_loss: 628.7335 - logcount_predictions_loss: 0.2743 434/2426 [====>.........................] - ETA: 5:05 - loss: 634.3487 - logits_profile_predictions_loss: 628.7264 - logcount_predictions_loss: 0.2743 435/2426 [====>.........................] - ETA: 5:05 - loss: 634.3418 - logits_profile_predictions_loss: 628.7193 - logcount_predictions_loss: 0.2743 436/2426 [====>.........................] - ETA: 5:05 - loss: 634.3347 - logits_profile_predictions_loss: 628.7120 - logcount_predictions_loss: 0.2743 437/2426 [====>.........................] - ETA: 5:05 - loss: 634.3274 - logits_profile_predictions_loss: 628.7046 - logcount_predictions_loss: 0.2743 438/2426 [====>.........................] - ETA: 5:04 - loss: 634.3203 - logits_profile_predictions_loss: 628.6974 - logcount_predictions_loss: 0.2743 439/2426 [====>.........................] - ETA: 5:04 - loss: 634.3132 - logits_profile_predictions_loss: 628.6900 - logcount_predictions_loss: 0.2743 440/2426 [====>.........................] - ETA: 5:04 - loss: 634.3059 - logits_profile_predictions_loss: 628.6827 - logcount_predictions_loss: 0.2743 441/2426 [====>.........................] - ETA: 5:04 - loss: 634.2982 - logits_profile_predictions_loss: 628.6748 - logcount_predictions_loss: 0.2743 442/2426 [====>.........................] - ETA: 5:04 - loss: 634.2903 - logits_profile_predictions_loss: 628.6668 - logcount_predictions_loss: 0.2743 443/2426 [====>.........................] - ETA: 5:04 - loss: 634.2824 - logits_profile_predictions_loss: 628.6587 - logcount_predictions_loss: 0.2743 444/2426 [====>.........................] - ETA: 5:04 - loss: 634.2743 - logits_profile_predictions_loss: 628.6504 - logcount_predictions_loss: 0.2743 445/2426 [====>.........................] - ETA: 5:03 - loss: 634.2661 - logits_profile_predictions_loss: 628.6420 - logcount_predictions_loss: 0.2743 446/2426 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[===========================>..] - ETA: 12s - loss: 632.8068 - logits_profile_predictions_loss: 627.1005 - logcount_predictions_loss: 0.2784 2346/2426 [============================>.] - ETA: 12s - loss: 632.8076 - logits_profile_predictions_loss: 627.1012 - logcount_predictions_loss: 0.2784 2347/2426 [============================>.] - ETA: 12s - loss: 632.8083 - logits_profile_predictions_loss: 627.1019 - logcount_predictions_loss: 0.2784 2348/2426 [============================>.] - ETA: 11s - loss: 632.8091 - logits_profile_predictions_loss: 627.1027 - logcount_predictions_loss: 0.2784 2349/2426 [============================>.] - ETA: 11s - loss: 632.8098 - logits_profile_predictions_loss: 627.1034 - logcount_predictions_loss: 0.2784 2350/2426 [============================>.] - ETA: 11s - loss: 632.8105 - logits_profile_predictions_loss: 627.1040 - logcount_predictions_loss: 0.2784 2351/2426 [============================>.] - ETA: 11s - loss: 632.8112 - 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[============================>.] - ETA: 10s - loss: 632.8163 - logits_profile_predictions_loss: 627.1095 - logcount_predictions_loss: 0.2784 2359/2426 [============================>.] - ETA: 10s - loss: 632.8170 - logits_profile_predictions_loss: 627.1102 - logcount_predictions_loss: 0.2784 2360/2426 [============================>.] - ETA: 10s - loss: 632.8177 - logits_profile_predictions_loss: 627.1108 - logcount_predictions_loss: 0.2784 2361/2426 [============================>.] - ETA: 9s - loss: 632.8184 - logits_profile_predictions_loss: 627.1115 - logcount_predictions_loss: 0.2784  2362/2426 [============================>.] - ETA: 9s - loss: 632.8191 - logits_profile_predictions_loss: 627.1121 - logcount_predictions_loss: 0.2784 2363/2426 [============================>.] - ETA: 9s - loss: 632.8198 - logits_profile_predictions_loss: 627.1128 - logcount_predictions_loss: 0.2784 2364/2426 [============================>.] - ETA: 9s - loss: 632.8205 - logits_profile_predictions_loss: 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[============================>.] - ETA: 5s - loss: 632.8394 - logits_profile_predictions_loss: 627.1313 - logcount_predictions_loss: 0.2785 2392/2426 [============================>.] - ETA: 5s - loss: 632.8401 - logits_profile_predictions_loss: 627.1319 - logcount_predictions_loss: 0.2785 2393/2426 [============================>.] - ETA: 5s - loss: 632.8408 - logits_profile_predictions_loss: 627.1326 - logcount_predictions_loss: 0.2785 2394/2426 [============================>.] - ETA: 4s - loss: 632.8415 - logits_profile_predictions_loss: 627.1332 - logcount_predictions_loss: 0.2785 2395/2426 [============================>.] - ETA: 4s - loss: 632.8421 - logits_profile_predictions_loss: 627.1338 - logcount_predictions_loss: 0.2785 2396/2426 [============================>.] - ETA: 4s - loss: 632.8428 - logits_profile_predictions_loss: 627.1344 - logcount_predictions_loss: 0.2785 2397/2426 [============================>.] - ETA: 4s - loss: 632.8435 - logits_profile_predictions_loss: 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loss: 632.8480 - logits_profile_predictions_loss: 627.1393 - logcount_predictions_loss: 0.2785 2405/2426 [============================>.] - ETA: 3s - loss: 632.8486 - logits_profile_predictions_loss: 627.1399 - logcount_predictions_loss: 0.2785 2406/2426 [============================>.] - ETA: 3s - loss: 632.8493 - logits_profile_predictions_loss: 627.1405 - logcount_predictions_loss: 0.2785 2407/2426 [============================>.] - ETA: 2s - loss: 632.8499 - logits_profile_predictions_loss: 627.1411 - logcount_predictions_loss: 0.2785 2408/2426 [============================>.] - ETA: 2s - loss: 632.8505 - logits_profile_predictions_loss: 627.1417 - logcount_predictions_loss: 0.2785 2409/2426 [============================>.] - ETA: 2s - loss: 632.8512 - logits_profile_predictions_loss: 627.1423 - logcount_predictions_loss: 0.2785 2410/2426 [============================>.] - ETA: 2s - loss: 632.8518 - logits_profile_predictions_loss: 627.1428 - logcount_predictions_loss: 0.2785 2411/2426 [============================>.] - ETA: 2s - loss: 632.8524 - logits_profile_predictions_loss: 627.1434 - logcount_predictions_loss: 0.2785 2412/2426 [============================>.] - ETA: 2s - loss: 632.8530 - logits_profile_predictions_loss: 627.1439 - logcount_predictions_loss: 0.2785 2413/2426 [============================>.] - ETA: 1s - loss: 632.8535 - logits_profile_predictions_loss: 627.1445 - logcount_predictions_loss: 0.2785 2414/2426 [============================>.] - ETA: 1s - loss: 632.8541 - logits_profile_predictions_loss: 627.1450 - logcount_predictions_loss: 0.2785 2415/2426 [============================>.] - ETA: 1s - loss: 632.8547 - logits_profile_predictions_loss: 627.1456 - logcount_predictions_loss: 0.2785 2416/2426 [============================>.] - ETA: 1s - loss: 632.8553 - logits_profile_predictions_loss: 627.1462 - logcount_predictions_loss: 0.2785 2417/2426 [============================>.] - ETA: 1s - loss: 632.8560 - logits_profile_predictions_loss: 627.1468 - logcount_predictions_loss: 0.2785 2418/2426 [============================>.] - ETA: 1s - loss: 632.8566 - logits_profile_predictions_loss: 627.1473 - logcount_predictions_loss: 0.2785 2419/2426 [============================>.] - ETA: 1s - loss: 632.8572 - logits_profile_predictions_loss: 627.1479 - logcount_predictions_loss: 0.2785 2420/2426 [============================>.] - ETA: 0s - loss: 632.8578 - logits_profile_predictions_loss: 627.1484 - logcount_predictions_loss: 0.2785 2421/2426 [============================>.] - ETA: 0s - loss: 632.8584 - logits_profile_predictions_loss: 627.1490 - logcount_predictions_loss: 0.2785 2422/2426 [============================>.] - ETA: 0s - loss: 632.8590 - logits_profile_predictions_loss: 627.1496 - logcount_predictions_loss: 0.2785 2423/2426 [============================>.] - ETA: 0s - loss: 632.8596 - logits_profile_predictions_loss: 627.1501 - logcount_predictions_loss: 0.2785 2424/2426 [============================>.] - ETA: 0s - loss: 632.8602 - logits_profile_predictions_loss: 627.1507 - logcount_predictions_loss: 0.2785 2425/2426 [============================>.] - ETA: 0s - loss: 632.8608 - logits_profile_predictions_loss: 627.1512 - logcount_predictions_loss: 0.2785 2426/2426 [==============================] - ETA: 0s - loss: 632.8614 - logits_profile_predictions_loss: 627.1518 - logcount_predictions_loss: 0.2785 2426/2426 [==============================] - 391s 161ms/step - loss: 632.8620 - logits_profile_predictions_loss: 627.1524 - logcount_predictions_loss: 0.2785 - val_loss: 624.2592 - val_logits_profile_predictions_loss: 618.9417 - val_logcount_predictions_loss: 0.2594 Epoch 00008: val_loss did not improve from 620.49463 Epoch 9/50 1/2426 [..............................] - ETA: 7:21 - loss: 650.4568 - logits_profile_predictions_loss: 646.8729 - logcount_predictions_loss: 0.1748 2/2426 [..............................] - ETA: 6:31 - loss: 630.7626 - logits_profile_predictions_loss: 626.5399 - logcount_predictions_loss: 0.2060 3/2426 [..............................] - ETA: 6:21 - loss: 635.0917 - logits_profile_predictions_loss: 630.3205 - logcount_predictions_loss: 0.2327 4/2426 [..............................] - ETA: 6:17 - loss: 637.6863 - logits_profile_predictions_loss: 632.6970 - logcount_predictions_loss: 0.2434 5/2426 [..............................] - ETA: 6:16 - loss: 637.5810 - logits_profile_predictions_loss: 632.4773 - logcount_predictions_loss: 0.2490 6/2426 [..............................] - ETA: 6:15 - loss: 635.8113 - logits_profile_predictions_loss: 630.5919 - logcount_predictions_loss: 0.2546 7/2426 [..............................] - ETA: 6:14 - loss: 633.9163 - logits_profile_predictions_loss: 628.6517 - logcount_predictions_loss: 0.2568 8/2426 [..............................] - ETA: 6:13 - loss: 632.5644 - logits_profile_predictions_loss: 627.2589 - logcount_predictions_loss: 0.2588 9/2426 [..............................] - ETA: 6:13 - loss: 630.8291 - logits_profile_predictions_loss: 625.4935 - logcount_predictions_loss: 0.2603 10/2426 [..............................] - ETA: 6:12 - loss: 628.6094 - logits_profile_predictions_loss: 623.2659 - logcount_predictions_loss: 0.2607 11/2426 [..............................] - ETA: 6:12 - loss: 626.9786 - logits_profile_predictions_loss: 621.6308 - logcount_predictions_loss: 0.2609 12/2426 [..............................] - ETA: 6:11 - loss: 625.7333 - logits_profile_predictions_loss: 620.3814 - logcount_predictions_loss: 0.2611 13/2426 [..............................] - ETA: 6:11 - loss: 624.5462 - logits_profile_predictions_loss: 619.1851 - logcount_predictions_loss: 0.2615 14/2426 [..............................] - ETA: 6:11 - loss: 623.8747 - logits_profile_predictions_loss: 618.5055 - logcount_predictions_loss: 0.2619 15/2426 [..............................] - ETA: 6:11 - loss: 623.4479 - logits_profile_predictions_loss: 618.0750 - logcount_predictions_loss: 0.2621 16/2426 [..............................] - ETA: 6:10 - loss: 623.1169 - logits_profile_predictions_loss: 617.7490 - logcount_predictions_loss: 0.2618 17/2426 [..............................] - ETA: 6:10 - loss: 622.9976 - logits_profile_predictions_loss: 617.6309 - logcount_predictions_loss: 0.2618 18/2426 [..............................] - ETA: 6:10 - loss: 622.8396 - logits_profile_predictions_loss: 617.4746 - logcount_predictions_loss: 0.2617 19/2426 [..............................] - ETA: 6:10 - loss: 622.7391 - logits_profile_predictions_loss: 617.3805 - logcount_predictions_loss: 0.2614 20/2426 [..............................] - ETA: 6:09 - loss: 622.5730 - logits_profile_predictions_loss: 617.2189 - logcount_predictions_loss: 0.2612 21/2426 [..............................] - ETA: 6:09 - loss: 622.3070 - logits_profile_predictions_loss: 616.9560 - logcount_predictions_loss: 0.2610 22/2426 [..............................] - ETA: 6:09 - 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[===>..........................] - ETA: 5:19 - loss: 629.0950 - logits_profile_predictions_loss: 623.5818 - logcount_predictions_loss: 0.2689 343/2426 [===>..........................] - ETA: 5:19 - loss: 629.0972 - logits_profile_predictions_loss: 623.5838 - logcount_predictions_loss: 0.2689 344/2426 [===>..........................] - ETA: 5:19 - loss: 629.0993 - logits_profile_predictions_loss: 623.5857 - logcount_predictions_loss: 0.2689 345/2426 [===>..........................] - ETA: 5:19 - loss: 629.1013 - logits_profile_predictions_loss: 623.5875 - logcount_predictions_loss: 0.2690 346/2426 [===>..........................] - ETA: 5:19 - loss: 629.1034 - logits_profile_predictions_loss: 623.5895 - logcount_predictions_loss: 0.2690 347/2426 [===>..........................] - ETA: 5:19 - loss: 629.1057 - logits_profile_predictions_loss: 623.5916 - logcount_predictions_loss: 0.2690 348/2426 [===>..........................] - ETA: 5:18 - loss: 629.1077 - 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[===>..........................] - ETA: 5:17 - loss: 629.1222 - logits_profile_predictions_loss: 623.6070 - logcount_predictions_loss: 0.2690 356/2426 [===>..........................] - ETA: 5:17 - loss: 629.1254 - logits_profile_predictions_loss: 623.6101 - logcount_predictions_loss: 0.2690 357/2426 [===>..........................] - ETA: 5:17 - loss: 629.1280 - logits_profile_predictions_loss: 623.6125 - logcount_predictions_loss: 0.2690 358/2426 [===>..........................] - ETA: 5:17 - loss: 629.1308 - logits_profile_predictions_loss: 623.6152 - logcount_predictions_loss: 0.2690 359/2426 [===>..........................] - ETA: 5:17 - loss: 629.1332 - logits_profile_predictions_loss: 623.6174 - logcount_predictions_loss: 0.2691 360/2426 [===>..........................] - ETA: 5:17 - loss: 629.1355 - logits_profile_predictions_loss: 623.6196 - logcount_predictions_loss: 0.2691 361/2426 [===>..........................] - ETA: 5:16 - loss: 629.1376 - 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[===>..........................] - ETA: 5:15 - loss: 629.1531 - logits_profile_predictions_loss: 623.6359 - logcount_predictions_loss: 0.2691 369/2426 [===>..........................] - ETA: 5:15 - loss: 629.1559 - logits_profile_predictions_loss: 623.6386 - logcount_predictions_loss: 0.2691 370/2426 [===>..........................] - ETA: 5:15 - loss: 629.1590 - logits_profile_predictions_loss: 623.6415 - logcount_predictions_loss: 0.2691 371/2426 [===>..........................] - ETA: 5:15 - loss: 629.1625 - logits_profile_predictions_loss: 623.6448 - logcount_predictions_loss: 0.2691 372/2426 [===>..........................] - ETA: 5:15 - loss: 629.1657 - logits_profile_predictions_loss: 623.6479 - logcount_predictions_loss: 0.2692 373/2426 [===>..........................] - ETA: 5:15 - loss: 629.1689 - logits_profile_predictions_loss: 623.6510 - logcount_predictions_loss: 0.2692 374/2426 [===>..........................] - ETA: 5:14 - loss: 629.1724 - 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[===>..........................] - ETA: 5:13 - loss: 629.1980 - logits_profile_predictions_loss: 623.6790 - logcount_predictions_loss: 0.2692 382/2426 [===>..........................] - ETA: 5:13 - loss: 629.2014 - logits_profile_predictions_loss: 623.6823 - logcount_predictions_loss: 0.2692 383/2426 [===>..........................] - ETA: 5:13 - loss: 629.2043 - logits_profile_predictions_loss: 623.6850 - logcount_predictions_loss: 0.2692 384/2426 [===>..........................] - ETA: 5:13 - loss: 629.2070 - logits_profile_predictions_loss: 623.6875 - logcount_predictions_loss: 0.2692 385/2426 [===>..........................] - ETA: 5:13 - loss: 629.2095 - logits_profile_predictions_loss: 623.6899 - logcount_predictions_loss: 0.2692 386/2426 [===>..........................] - ETA: 5:13 - loss: 629.2121 - logits_profile_predictions_loss: 623.6924 - logcount_predictions_loss: 0.2692 387/2426 [===>..........................] - ETA: 5:12 - loss: 629.2142 - 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[===>..........................] - ETA: 5:11 - loss: 629.2322 - logits_profile_predictions_loss: 623.7115 - logcount_predictions_loss: 0.2693 395/2426 [===>..........................] - ETA: 5:11 - loss: 629.2358 - logits_profile_predictions_loss: 623.7149 - logcount_predictions_loss: 0.2693 396/2426 [===>..........................] - ETA: 5:11 - loss: 629.2392 - logits_profile_predictions_loss: 623.7182 - logcount_predictions_loss: 0.2693 397/2426 [===>..........................] - ETA: 5:11 - loss: 629.2429 - logits_profile_predictions_loss: 623.7218 - logcount_predictions_loss: 0.2693 398/2426 [===>..........................] - ETA: 5:11 - loss: 629.2464 - logits_profile_predictions_loss: 623.7251 - logcount_predictions_loss: 0.2693 399/2426 [===>..........................] - ETA: 5:11 - loss: 629.2495 - logits_profile_predictions_loss: 623.7279 - logcount_predictions_loss: 0.2693 400/2426 [===>..........................] - ETA: 5:10 - loss: 629.2530 - 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[====>.........................] - ETA: 5:09 - loss: 629.2722 - logits_profile_predictions_loss: 623.7492 - logcount_predictions_loss: 0.2694 408/2426 [====>.........................] - ETA: 5:09 - loss: 629.2752 - logits_profile_predictions_loss: 623.7521 - logcount_predictions_loss: 0.2694 409/2426 [====>.........................] - ETA: 5:09 - loss: 629.2774 - logits_profile_predictions_loss: 623.7541 - logcount_predictions_loss: 0.2694 410/2426 [====>.........................] - ETA: 5:09 - loss: 629.2799 - logits_profile_predictions_loss: 623.7564 - logcount_predictions_loss: 0.2694 411/2426 [====>.........................] - ETA: 5:09 - loss: 629.2824 - logits_profile_predictions_loss: 623.7588 - logcount_predictions_loss: 0.2694 412/2426 [====>.........................] - ETA: 5:09 - loss: 629.2848 - logits_profile_predictions_loss: 623.7610 - logcount_predictions_loss: 0.2694 413/2426 [====>.........................] - ETA: 5:08 - loss: 629.2876 - logits_profile_predictions_loss: 623.7637 - logcount_predictions_loss: 0.2695 414/2426 [====>.........................] - ETA: 5:08 - loss: 629.2905 - logits_profile_predictions_loss: 623.7663 - logcount_predictions_loss: 0.2695 415/2426 [====>.........................] - ETA: 5:08 - loss: 629.2935 - logits_profile_predictions_loss: 623.7691 - logcount_predictions_loss: 0.2695 416/2426 [====>.........................] - ETA: 5:08 - loss: 629.2965 - logits_profile_predictions_loss: 623.7719 - logcount_predictions_loss: 0.2695 417/2426 [====>.........................] - ETA: 5:08 - loss: 629.2994 - logits_profile_predictions_loss: 623.7746 - logcount_predictions_loss: 0.2695 418/2426 [====>.........................] - ETA: 5:08 - loss: 629.3022 - logits_profile_predictions_loss: 623.7772 - logcount_predictions_loss: 0.2695 419/2426 [====>.........................] - ETA: 5:07 - loss: 629.3045 - logits_profile_predictions_loss: 623.7793 - logcount_predictions_loss: 0.2695 420/2426 [====>.........................] - ETA: 5:07 - loss: 629.3076 - logits_profile_predictions_loss: 623.7822 - logcount_predictions_loss: 0.2695 421/2426 [====>.........................] - ETA: 5:07 - loss: 629.3103 - logits_profile_predictions_loss: 623.7847 - logcount_predictions_loss: 0.2695 422/2426 [====>.........................] - ETA: 5:07 - loss: 629.3126 - logits_profile_predictions_loss: 623.7868 - logcount_predictions_loss: 0.2695 423/2426 [====>.........................] - ETA: 5:07 - loss: 629.3151 - logits_profile_predictions_loss: 623.7890 - logcount_predictions_loss: 0.2696 424/2426 [====>.........................] - ETA: 5:07 - loss: 629.3173 - logits_profile_predictions_loss: 623.7910 - logcount_predictions_loss: 0.2696 425/2426 [====>.........................] - ETA: 5:07 - loss: 629.3193 - logits_profile_predictions_loss: 623.7928 - logcount_predictions_loss: 0.2696 426/2426 [====>.........................] - ETA: 5:06 - loss: 629.3207 - 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2378/2426 [============================>.] - ETA: 7s - loss: 630.3957 - logits_profile_predictions_loss: 624.8007 - logcount_predictions_loss: 0.2729 2379/2426 [============================>.] - ETA: 7s - loss: 630.3964 - logits_profile_predictions_loss: 624.8014 - logcount_predictions_loss: 0.2729 2380/2426 [============================>.] - ETA: 7s - loss: 630.3971 - logits_profile_predictions_loss: 624.8021 - logcount_predictions_loss: 0.2729 2381/2426 [============================>.] - ETA: 6s - loss: 630.3978 - logits_profile_predictions_loss: 624.8028 - logcount_predictions_loss: 0.2729 2382/2426 [============================>.] - ETA: 6s - loss: 630.3985 - logits_profile_predictions_loss: 624.8034 - logcount_predictions_loss: 0.2729 2383/2426 [============================>.] - ETA: 6s - loss: 630.3992 - logits_profile_predictions_loss: 624.8041 - logcount_predictions_loss: 0.2729 2384/2426 [============================>.] - ETA: 6s - loss: 630.3998 - logits_profile_predictions_loss: 624.8048 - logcount_predictions_loss: 0.2729 2385/2426 [============================>.] - ETA: 6s - loss: 630.4005 - logits_profile_predictions_loss: 624.8054 - logcount_predictions_loss: 0.2729 2386/2426 [============================>.] - ETA: 6s - loss: 630.4011 - logits_profile_predictions_loss: 624.8060 - logcount_predictions_loss: 0.2729 2387/2426 [============================>.] - ETA: 5s - loss: 630.4018 - logits_profile_predictions_loss: 624.8067 - logcount_predictions_loss: 0.2729 2388/2426 [============================>.] - ETA: 5s - loss: 630.4024 - logits_profile_predictions_loss: 624.8073 - logcount_predictions_loss: 0.2729 2389/2426 [============================>.] - ETA: 5s - loss: 630.4031 - logits_profile_predictions_loss: 624.8079 - logcount_predictions_loss: 0.2729 2390/2426 [============================>.] - ETA: 5s - loss: 630.4037 - logits_profile_predictions_loss: 624.8086 - logcount_predictions_loss: 0.2729 2391/2426 [============================>.] - ETA: 5s - loss: 630.4044 - logits_profile_predictions_loss: 624.8092 - logcount_predictions_loss: 0.2729 2392/2426 [============================>.] - ETA: 5s - loss: 630.4050 - logits_profile_predictions_loss: 624.8099 - logcount_predictions_loss: 0.2729 2393/2426 [============================>.] - ETA: 5s - loss: 630.4057 - logits_profile_predictions_loss: 624.8105 - logcount_predictions_loss: 0.2729 2394/2426 [============================>.] - ETA: 4s - loss: 630.4063 - logits_profile_predictions_loss: 624.8111 - logcount_predictions_loss: 0.2729 2395/2426 [============================>.] - ETA: 4s - loss: 630.4069 - logits_profile_predictions_loss: 624.8117 - logcount_predictions_loss: 0.2729 2396/2426 [============================>.] - ETA: 4s - loss: 630.4076 - logits_profile_predictions_loss: 624.8124 - logcount_predictions_loss: 0.2729 2397/2426 [============================>.] - ETA: 4s - loss: 630.4082 - logits_profile_predictions_loss: 624.8130 - logcount_predictions_loss: 0.2729 2398/2426 [============================>.] - ETA: 4s - loss: 630.4088 - logits_profile_predictions_loss: 624.8136 - logcount_predictions_loss: 0.2729 2399/2426 [============================>.] - ETA: 4s - loss: 630.4095 - logits_profile_predictions_loss: 624.8142 - logcount_predictions_loss: 0.2729 2400/2426 [============================>.] - ETA: 3s - loss: 630.4101 - logits_profile_predictions_loss: 624.8149 - logcount_predictions_loss: 0.2729 2401/2426 [============================>.] - ETA: 3s - loss: 630.4107 - logits_profile_predictions_loss: 624.8155 - logcount_predictions_loss: 0.2729 2402/2426 [============================>.] - ETA: 3s - loss: 630.4114 - logits_profile_predictions_loss: 624.8161 - logcount_predictions_loss: 0.2729 2403/2426 [============================>.] - ETA: 3s - loss: 630.4120 - logits_profile_predictions_loss: 624.8168 - logcount_predictions_loss: 0.2729 2404/2426 [============================>.] - ETA: 3s - loss: 630.4127 - logits_profile_predictions_loss: 624.8174 - logcount_predictions_loss: 0.2729 2405/2426 [============================>.] - ETA: 3s - loss: 630.4133 - logits_profile_predictions_loss: 624.8180 - logcount_predictions_loss: 0.2729 2406/2426 [============================>.] - ETA: 3s - loss: 630.4140 - logits_profile_predictions_loss: 624.8187 - logcount_predictions_loss: 0.2729 2407/2426 [============================>.] - ETA: 2s - loss: 630.4146 - logits_profile_predictions_loss: 624.8193 - logcount_predictions_loss: 0.2729 2408/2426 [============================>.] - ETA: 2s - loss: 630.4153 - logits_profile_predictions_loss: 624.8200 - logcount_predictions_loss: 0.2729 2409/2426 [============================>.] - ETA: 2s - loss: 630.4160 - logits_profile_predictions_loss: 624.8207 - logcount_predictions_loss: 0.2729 2410/2426 [============================>.] - ETA: 2s - loss: 630.4167 - logits_profile_predictions_loss: 624.8213 - logcount_predictions_loss: 0.2729 2411/2426 [============================>.] - ETA: 2s - loss: 630.4174 - logits_profile_predictions_loss: 624.8220 - logcount_predictions_loss: 0.2729 2412/2426 [============================>.] - ETA: 2s - loss: 630.4181 - logits_profile_predictions_loss: 624.8227 - logcount_predictions_loss: 0.2729 2413/2426 [============================>.] - ETA: 1s - loss: 630.4188 - logits_profile_predictions_loss: 624.8234 - logcount_predictions_loss: 0.2729 2414/2426 [============================>.] - ETA: 1s - loss: 630.4194 - logits_profile_predictions_loss: 624.8241 - logcount_predictions_loss: 0.2729 2415/2426 [============================>.] - ETA: 1s - loss: 630.4201 - logits_profile_predictions_loss: 624.8248 - logcount_predictions_loss: 0.2729 2416/2426 [============================>.] - ETA: 1s - loss: 630.4208 - logits_profile_predictions_loss: 624.8254 - logcount_predictions_loss: 0.2729 2417/2426 [============================>.] - ETA: 1s - loss: 630.4215 - logits_profile_predictions_loss: 624.8261 - logcount_predictions_loss: 0.2729 2418/2426 [============================>.] - ETA: 1s - loss: 630.4221 - logits_profile_predictions_loss: 624.8267 - logcount_predictions_loss: 0.2729 2419/2426 [============================>.] - ETA: 1s - loss: 630.4228 - logits_profile_predictions_loss: 624.8274 - logcount_predictions_loss: 0.2729 2420/2426 [============================>.] - ETA: 0s - loss: 630.4234 - logits_profile_predictions_loss: 624.8280 - logcount_predictions_loss: 0.2729 2421/2426 [============================>.] - ETA: 0s - loss: 630.4240 - logits_profile_predictions_loss: 624.8286 - logcount_predictions_loss: 0.2729 2422/2426 [============================>.] - ETA: 0s - loss: 630.4247 - logits_profile_predictions_loss: 624.8292 - logcount_predictions_loss: 0.2729 2423/2426 [============================>.] - ETA: 0s - loss: 630.4253 - logits_profile_predictions_loss: 624.8298 - logcount_predictions_loss: 0.2729 2424/2426 [============================>.] - ETA: 0s - loss: 630.4259 - logits_profile_predictions_loss: 624.8304 - logcount_predictions_loss: 0.2729 2425/2426 [============================>.] - ETA: 0s - loss: 630.4266 - logits_profile_predictions_loss: 624.8311 - logcount_predictions_loss: 0.2729 2426/2426 [==============================] - ETA: 0s - loss: 630.4272 - logits_profile_predictions_loss: 624.8317 - logcount_predictions_loss: 0.2730 2426/2426 [==============================] - 391s 161ms/step - loss: 630.4278 - logits_profile_predictions_loss: 624.8323 - logcount_predictions_loss: 0.2730 - val_loss: 622.2617 - val_logits_profile_predictions_loss: 615.7087 - val_logcount_predictions_loss: 0.3197 Epoch 00009: val_loss did not improve from 620.49463 Epoch 10/50 1/2426 [..............................] - ETA: 7:36 - loss: 672.2545 - logits_profile_predictions_loss: 665.8240 - logcount_predictions_loss: 0.3137 2/2426 [..............................] - ETA: 6:35 - loss: 662.2924 - logits_profile_predictions_loss: 656.0378 - logcount_predictions_loss: 0.3051 3/2426 [..............................] - ETA: 6:23 - loss: 651.9030 - logits_profile_predictions_loss: 645.6799 - logcount_predictions_loss: 0.3036 4/2426 [..............................] - ETA: 6:19 - loss: 640.7820 - logits_profile_predictions_loss: 634.6361 - logcount_predictions_loss: 0.2998 5/2426 [..............................] - ETA: 6:17 - loss: 629.8980 - logits_profile_predictions_loss: 623.8343 - logcount_predictions_loss: 0.2958 6/2426 [..............................] - ETA: 6:15 - loss: 625.8070 - logits_profile_predictions_loss: 619.8460 - logcount_predictions_loss: 0.2908 7/2426 [..............................] - ETA: 6:14 - loss: 623.5748 - logits_profile_predictions_loss: 617.6981 - logcount_predictions_loss: 0.2867 8/2426 [..............................] - ETA: 6:13 - loss: 623.2807 - logits_profile_predictions_loss: 617.4836 - logcount_predictions_loss: 0.2828 9/2426 [..............................] - ETA: 6:13 - loss: 622.6226 - logits_profile_predictions_loss: 616.9081 - logcount_predictions_loss: 0.2788 10/2426 [..............................] - ETA: 6:12 - loss: 622.9917 - logits_profile_predictions_loss: 617.3627 - logcount_predictions_loss: 0.2746 11/2426 [..............................] - ETA: 6:12 - loss: 623.2326 - logits_profile_predictions_loss: 617.6543 - logcount_predictions_loss: 0.2721 12/2426 [..............................] - ETA: 6:11 - loss: 623.2197 - logits_profile_predictions_loss: 617.6796 - logcount_predictions_loss: 0.2703 13/2426 [..............................] - ETA: 6:11 - loss: 623.0509 - logits_profile_predictions_loss: 617.5375 - logcount_predictions_loss: 0.2689 14/2426 [..............................] - ETA: 6:11 - loss: 622.8086 - logits_profile_predictions_loss: 617.3175 - logcount_predictions_loss: 0.2679 15/2426 [..............................] - ETA: 6:10 - loss: 622.7759 - logits_profile_predictions_loss: 617.3033 - logcount_predictions_loss: 0.2670 16/2426 [..............................] - ETA: 6:10 - loss: 622.7652 - logits_profile_predictions_loss: 617.3114 - logcount_predictions_loss: 0.2660 17/2426 [..............................] - ETA: 6:10 - loss: 622.9674 - logits_profile_predictions_loss: 617.5363 - logcount_predictions_loss: 0.2649 18/2426 [..............................] - ETA: 6:10 - loss: 622.8196 - logits_profile_predictions_loss: 617.4079 - logcount_predictions_loss: 0.2640 19/2426 [..............................] - ETA: 6:10 - loss: 622.6082 - logits_profile_predictions_loss: 617.2172 - logcount_predictions_loss: 0.2630 20/2426 [..............................] - ETA: 6:09 - loss: 622.2738 - logits_profile_predictions_loss: 616.9006 - logcount_predictions_loss: 0.2621 21/2426 [..............................] - ETA: 6:09 - loss: 621.9537 - logits_profile_predictions_loss: 616.5975 - logcount_predictions_loss: 0.2613 22/2426 [..............................] - ETA: 6:09 - loss: 621.5011 - logits_profile_predictions_loss: 616.1593 - logcount_predictions_loss: 0.2606 23/2426 [..............................] - ETA: 6:09 - loss: 621.1273 - logits_profile_predictions_loss: 615.7952 - logcount_predictions_loss: 0.2601 24/2426 [..............................] - ETA: 6:09 - loss: 620.8310 - logits_profile_predictions_loss: 615.5061 - logcount_predictions_loss: 0.2597 25/2426 [..............................] - ETA: 6:09 - loss: 620.7370 - logits_profile_predictions_loss: 615.4130 - logcount_predictions_loss: 0.2597 26/2426 [..............................] - ETA: 6:08 - loss: 620.6733 - logits_profile_predictions_loss: 615.3479 - logcount_predictions_loss: 0.2598 27/2426 [..............................] - ETA: 6:08 - loss: 620.5138 - logits_profile_predictions_loss: 615.1871 - logcount_predictions_loss: 0.2598 28/2426 [..............................] - ETA: 6:08 - loss: 620.4089 - logits_profile_predictions_loss: 615.0789 - logcount_predictions_loss: 0.2600 29/2426 [..............................] - ETA: 6:08 - loss: 620.2903 - logits_profile_predictions_loss: 614.9566 - logcount_predictions_loss: 0.2602 30/2426 [..............................] - ETA: 6:08 - loss: 620.3493 - logits_profile_predictions_loss: 615.0102 - logcount_predictions_loss: 0.2604 31/2426 [..............................] - ETA: 6:08 - loss: 620.2892 - logits_profile_predictions_loss: 614.9462 - logcount_predictions_loss: 0.2606 32/2426 [..............................] - ETA: 6:07 - loss: 620.2494 - logits_profile_predictions_loss: 614.9009 - logcount_predictions_loss: 0.2609 33/2426 [..............................] - ETA: 6:07 - loss: 620.2454 - logits_profile_predictions_loss: 614.8926 - logcount_predictions_loss: 0.2611 34/2426 [..............................] - ETA: 6:07 - loss: 620.2305 - logits_profile_predictions_loss: 614.8745 - logcount_predictions_loss: 0.2613 35/2426 [..............................] - ETA: 6:07 - loss: 620.2616 - logits_profile_predictions_loss: 614.8984 - logcount_predictions_loss: 0.2616 36/2426 [..............................] - ETA: 6:07 - loss: 620.2590 - logits_profile_predictions_loss: 614.8887 - logcount_predictions_loss: 0.2620 37/2426 [..............................] - ETA: 6:06 - loss: 620.2950 - logits_profile_predictions_loss: 614.9181 - logcount_predictions_loss: 0.2623 38/2426 [..............................] - ETA: 6:06 - loss: 620.3103 - logits_profile_predictions_loss: 614.9274 - logcount_predictions_loss: 0.2626 39/2426 [..............................] - ETA: 6:06 - loss: 620.3600 - logits_profile_predictions_loss: 614.9711 - logcount_predictions_loss: 0.2629 40/2426 [..............................] - ETA: 6:06 - loss: 620.3701 - logits_profile_predictions_loss: 614.9767 - logcount_predictions_loss: 0.2631 41/2426 [..............................] - ETA: 6:06 - loss: 620.4080 - logits_profile_predictions_loss: 615.0082 - logcount_predictions_loss: 0.2634 42/2426 [..............................] - ETA: 6:06 - loss: 620.4356 - logits_profile_predictions_loss: 615.0304 - logcount_predictions_loss: 0.2637 43/2426 [..............................] - ETA: 6:05 - loss: 620.4814 - logits_profile_predictions_loss: 615.0705 - logcount_predictions_loss: 0.2639 44/2426 [..............................] - ETA: 6:05 - loss: 620.4982 - logits_profile_predictions_loss: 615.0811 - logcount_predictions_loss: 0.2643 45/2426 [..............................] - ETA: 6:05 - loss: 620.5504 - logits_profile_predictions_loss: 615.1264 - logcount_predictions_loss: 0.2646 46/2426 [..............................] - ETA: 6:05 - loss: 620.5962 - logits_profile_predictions_loss: 615.1666 - logcount_predictions_loss: 0.2649 47/2426 [..............................] - ETA: 6:05 - loss: 620.6407 - logits_profile_predictions_loss: 615.2063 - logcount_predictions_loss: 0.2651 48/2426 [..............................] - ETA: 6:05 - loss: 620.6921 - logits_profile_predictions_loss: 615.2534 - logcount_predictions_loss: 0.2653 49/2426 [..............................] - ETA: 6:04 - loss: 620.7328 - logits_profile_predictions_loss: 615.2905 - logcount_predictions_loss: 0.2655 50/2426 [..............................] - ETA: 6:04 - loss: 620.7663 - logits_profile_predictions_loss: 615.3209 - logcount_predictions_loss: 0.2656 51/2426 [..............................] - ETA: 6:04 - loss: 620.7946 - logits_profile_predictions_loss: 615.3463 - logcount_predictions_loss: 0.2658 52/2426 [..............................] - ETA: 6:04 - loss: 620.8544 - logits_profile_predictions_loss: 615.4035 - logcount_predictions_loss: 0.2659 53/2426 [..............................] - ETA: 6:04 - loss: 620.9391 - logits_profile_predictions_loss: 615.4856 - logcount_predictions_loss: 0.2660 54/2426 [..............................] - ETA: 6:04 - loss: 621.0272 - logits_profile_predictions_loss: 615.5715 - logcount_predictions_loss: 0.2661 55/2426 [..............................] - ETA: 6:04 - loss: 621.1022 - logits_profile_predictions_loss: 615.6444 - logcount_predictions_loss: 0.2662 56/2426 [..............................] - ETA: 6:03 - loss: 621.1605 - logits_profile_predictions_loss: 615.7005 - logcount_predictions_loss: 0.2663 57/2426 [..............................] - ETA: 6:03 - loss: 621.2265 - logits_profile_predictions_loss: 615.7643 - logcount_predictions_loss: 0.2664 58/2426 [..............................] - ETA: 6:03 - loss: 621.3032 - logits_profile_predictions_loss: 615.8386 - logcount_predictions_loss: 0.2666 59/2426 [..............................] - ETA: 6:03 - loss: 621.3793 - logits_profile_predictions_loss: 615.9128 - logcount_predictions_loss: 0.2667 60/2426 [..............................] - ETA: 6:03 - loss: 621.4470 - logits_profile_predictions_loss: 615.9787 - logcount_predictions_loss: 0.2667 61/2426 [..............................] - ETA: 6:03 - loss: 621.5251 - logits_profile_predictions_loss: 616.0549 - logcount_predictions_loss: 0.2668 62/2426 [..............................] - ETA: 6:02 - loss: 621.5934 - logits_profile_predictions_loss: 616.1207 - logcount_predictions_loss: 0.2670 63/2426 [..............................] - ETA: 6:02 - loss: 621.6599 - logits_profile_predictions_loss: 616.1848 - logcount_predictions_loss: 0.2671 64/2426 [..............................] - ETA: 6:02 - loss: 621.7332 - logits_profile_predictions_loss: 616.2557 - logcount_predictions_loss: 0.2672 65/2426 [..............................] - ETA: 6:02 - loss: 621.8190 - logits_profile_predictions_loss: 616.3392 - logcount_predictions_loss: 0.2673 66/2426 [..............................] - ETA: 6:02 - loss: 621.8965 - logits_profile_predictions_loss: 616.4144 - logcount_predictions_loss: 0.2674 67/2426 [..............................] - ETA: 6:02 - loss: 621.9788 - logits_profile_predictions_loss: 616.4945 - logcount_predictions_loss: 0.2675 68/2426 [..............................] - ETA: 6:01 - loss: 622.0475 - logits_profile_predictions_loss: 616.5613 - logcount_predictions_loss: 0.2676 69/2426 [..............................] - ETA: 6:01 - loss: 622.1062 - logits_profile_predictions_loss: 616.6182 - logcount_predictions_loss: 0.2677 70/2426 [..............................] - ETA: 6:01 - loss: 622.1652 - logits_profile_predictions_loss: 616.6756 - logcount_predictions_loss: 0.2678 71/2426 [..............................] - ETA: 6:01 - loss: 622.2253 - logits_profile_predictions_loss: 616.7339 - logcount_predictions_loss: 0.2679 72/2426 [..............................] - ETA: 6:01 - loss: 622.2920 - logits_profile_predictions_loss: 616.7990 - logcount_predictions_loss: 0.2680 73/2426 [..............................] - ETA: 6:01 - loss: 622.3587 - logits_profile_predictions_loss: 616.8642 - logcount_predictions_loss: 0.2680 74/2426 [..............................] - ETA: 6:01 - loss: 622.4309 - logits_profile_predictions_loss: 616.9352 - logcount_predictions_loss: 0.2681 75/2426 [..............................] - ETA: 6:00 - loss: 622.5255 - logits_profile_predictions_loss: 617.0289 - logcount_predictions_loss: 0.2681 76/2426 [..............................] - ETA: 6:00 - loss: 622.6313 - logits_profile_predictions_loss: 617.1338 - logcount_predictions_loss: 0.2682 77/2426 [..............................] - ETA: 6:00 - loss: 622.7210 - logits_profile_predictions_loss: 617.2230 - logcount_predictions_loss: 0.2682 78/2426 [..............................] - ETA: 6:00 - loss: 622.7894 - logits_profile_predictions_loss: 617.2912 - logcount_predictions_loss: 0.2682 79/2426 [..............................] - ETA: 6:00 - loss: 622.8592 - logits_profile_predictions_loss: 617.3608 - logcount_predictions_loss: 0.2682 80/2426 [..............................] - ETA: 6:00 - loss: 622.9224 - logits_profile_predictions_loss: 617.4240 - logcount_predictions_loss: 0.2682 81/2426 [>.............................] - ETA: 5:59 - loss: 622.9719 - logits_profile_predictions_loss: 617.4732 - logcount_predictions_loss: 0.2682 82/2426 [>.............................] - ETA: 5:59 - loss: 623.0159 - logits_profile_predictions_loss: 617.5171 - logcount_predictions_loss: 0.2682 83/2426 [>.............................] - ETA: 5:59 - loss: 623.0671 - logits_profile_predictions_loss: 617.5683 - logcount_predictions_loss: 0.2682 84/2426 [>.............................] - ETA: 5:59 - loss: 623.1260 - logits_profile_predictions_loss: 617.6270 - logcount_predictions_loss: 0.2682 85/2426 [>.............................] - ETA: 5:59 - loss: 623.1806 - logits_profile_predictions_loss: 617.6815 - logcount_predictions_loss: 0.2683 86/2426 [>.............................] - ETA: 5:59 - loss: 623.2526 - logits_profile_predictions_loss: 617.7536 - logcount_predictions_loss: 0.2682 87/2426 [>.............................] - ETA: 5:58 - loss: 623.3230 - logits_profile_predictions_loss: 617.8238 - logcount_predictions_loss: 0.2683 88/2426 [>.............................] - ETA: 5:58 - 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logits_profile_predictions_loss: 625.7957 - logcount_predictions_loss: 0.2689 375/2426 [===>..........................] - ETA: 5:14 - loss: 631.3114 - logits_profile_predictions_loss: 625.8000 - logcount_predictions_loss: 0.2688 376/2426 [===>..........................] - ETA: 5:14 - loss: 631.3154 - logits_profile_predictions_loss: 625.8041 - logcount_predictions_loss: 0.2688 377/2426 [===>..........................] - ETA: 5:14 - loss: 631.3194 - logits_profile_predictions_loss: 625.8083 - logcount_predictions_loss: 0.2688 378/2426 [===>..........................] - ETA: 5:14 - loss: 631.3230 - logits_profile_predictions_loss: 625.8121 - logcount_predictions_loss: 0.2688 379/2426 [===>..........................] - ETA: 5:13 - loss: 631.3260 - logits_profile_predictions_loss: 625.8153 - logcount_predictions_loss: 0.2688 380/2426 [===>..........................] - ETA: 5:13 - loss: 631.3285 - logits_profile_predictions_loss: 625.8179 - logcount_predictions_loss: 0.2688 381/2426 [===>..........................] - ETA: 5:13 - loss: 631.3310 - logits_profile_predictions_loss: 625.8206 - logcount_predictions_loss: 0.2688 382/2426 [===>..........................] - ETA: 5:13 - loss: 631.3335 - logits_profile_predictions_loss: 625.8233 - logcount_predictions_loss: 0.2688 383/2426 [===>..........................] - ETA: 5:13 - loss: 631.3365 - logits_profile_predictions_loss: 625.8265 - logcount_predictions_loss: 0.2688 384/2426 [===>..........................] - ETA: 5:13 - loss: 631.3394 - logits_profile_predictions_loss: 625.8295 - logcount_predictions_loss: 0.2688 385/2426 [===>..........................] - ETA: 5:13 - loss: 631.3423 - logits_profile_predictions_loss: 625.8326 - logcount_predictions_loss: 0.2688 386/2426 [===>..........................] - ETA: 5:12 - loss: 631.3454 - logits_profile_predictions_loss: 625.8359 - logcount_predictions_loss: 0.2688 387/2426 [===>..........................] - ETA: 5:12 - loss: 631.3483 - logits_profile_predictions_loss: 625.8389 - logcount_predictions_loss: 0.2687 388/2426 [===>..........................] - ETA: 5:12 - loss: 631.3506 - logits_profile_predictions_loss: 625.8415 - logcount_predictions_loss: 0.2687 389/2426 [===>..........................] - ETA: 5:12 - loss: 631.3525 - logits_profile_predictions_loss: 625.8435 - logcount_predictions_loss: 0.2687 390/2426 [===>..........................] - ETA: 5:12 - loss: 631.3540 - logits_profile_predictions_loss: 625.8452 - logcount_predictions_loss: 0.2687 391/2426 [===>..........................] - ETA: 5:12 - loss: 631.3553 - logits_profile_predictions_loss: 625.8467 - logcount_predictions_loss: 0.2687 392/2426 [===>..........................] - ETA: 5:11 - loss: 631.3566 - logits_profile_predictions_loss: 625.8481 - logcount_predictions_loss: 0.2687 393/2426 [===>..........................] - ETA: 5:11 - loss: 631.3585 - logits_profile_predictions_loss: 625.8503 - logcount_predictions_loss: 0.2687 394/2426 [===>..........................] - ETA: 5:11 - loss: 631.3602 - logits_profile_predictions_loss: 625.8522 - logcount_predictions_loss: 0.2687 395/2426 [===>..........................] - ETA: 5:11 - loss: 631.3625 - logits_profile_predictions_loss: 625.8546 - logcount_predictions_loss: 0.2687 396/2426 [===>..........................] - ETA: 5:11 - loss: 631.3654 - logits_profile_predictions_loss: 625.8577 - logcount_predictions_loss: 0.2687 397/2426 [===>..........................] - ETA: 5:11 - loss: 631.3688 - logits_profile_predictions_loss: 625.8613 - logcount_predictions_loss: 0.2687 398/2426 [===>..........................] - ETA: 5:11 - loss: 631.3719 - logits_profile_predictions_loss: 625.8646 - logcount_predictions_loss: 0.2686 399/2426 [===>..........................] - ETA: 5:10 - loss: 631.3745 - logits_profile_predictions_loss: 625.8674 - logcount_predictions_loss: 0.2686 400/2426 [===>..........................] - ETA: 5:10 - loss: 631.3767 - logits_profile_predictions_loss: 625.8697 - logcount_predictions_loss: 0.2686 401/2426 [===>..........................] - ETA: 5:10 - loss: 631.3783 - logits_profile_predictions_loss: 625.8716 - logcount_predictions_loss: 0.2686 402/2426 [===>..........................] - ETA: 5:10 - loss: 631.3803 - logits_profile_predictions_loss: 625.8737 - logcount_predictions_loss: 0.2686 403/2426 [===>..........................] - ETA: 5:10 - loss: 631.3825 - logits_profile_predictions_loss: 625.8761 - logcount_predictions_loss: 0.2686 404/2426 [===>..........................] - ETA: 5:10 - loss: 631.3846 - logits_profile_predictions_loss: 625.8784 - logcount_predictions_loss: 0.2686 405/2426 [====>.........................] - ETA: 5:10 - loss: 631.3866 - logits_profile_predictions_loss: 625.8806 - logcount_predictions_loss: 0.2686 406/2426 [====>.........................] - ETA: 5:09 - loss: 631.3890 - logits_profile_predictions_loss: 625.8831 - logcount_predictions_loss: 0.2686 407/2426 [====>.........................] - ETA: 5:09 - loss: 631.3914 - logits_profile_predictions_loss: 625.8856 - logcount_predictions_loss: 0.2686 408/2426 [====>.........................] - ETA: 5:09 - loss: 631.3936 - logits_profile_predictions_loss: 625.8880 - logcount_predictions_loss: 0.2686 409/2426 [====>.........................] - ETA: 5:09 - loss: 631.3958 - logits_profile_predictions_loss: 625.8903 - logcount_predictions_loss: 0.2686 410/2426 [====>.........................] - ETA: 5:09 - loss: 631.3979 - logits_profile_predictions_loss: 625.8926 - logcount_predictions_loss: 0.2685 411/2426 [====>.........................] - ETA: 5:09 - loss: 631.4000 - logits_profile_predictions_loss: 625.8949 - logcount_predictions_loss: 0.2685 412/2426 [====>.........................] - ETA: 5:08 - loss: 631.4020 - logits_profile_predictions_loss: 625.8970 - logcount_predictions_loss: 0.2685 413/2426 [====>.........................] - ETA: 5:08 - loss: 631.4040 - 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[====>.........................] - ETA: 5:07 - loss: 631.4158 - logits_profile_predictions_loss: 625.9121 - logcount_predictions_loss: 0.2685 421/2426 [====>.........................] - ETA: 5:07 - loss: 631.4179 - logits_profile_predictions_loss: 625.9144 - logcount_predictions_loss: 0.2685 422/2426 [====>.........................] - ETA: 5:07 - loss: 631.4199 - logits_profile_predictions_loss: 625.9165 - logcount_predictions_loss: 0.2685 423/2426 [====>.........................] - ETA: 5:07 - loss: 631.4220 - logits_profile_predictions_loss: 625.9187 - logcount_predictions_loss: 0.2684 424/2426 [====>.........................] - ETA: 5:07 - loss: 631.4243 - logits_profile_predictions_loss: 625.9212 - logcount_predictions_loss: 0.2684 425/2426 [====>.........................] - ETA: 5:06 - loss: 631.4265 - logits_profile_predictions_loss: 625.9234 - logcount_predictions_loss: 0.2684 426/2426 [====>.........................] - ETA: 5:06 - loss: 631.4282 - 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[====>.........................] - ETA: 5:05 - loss: 631.4392 - logits_profile_predictions_loss: 625.9370 - logcount_predictions_loss: 0.2684 434/2426 [====>.........................] - ETA: 5:05 - loss: 631.4404 - logits_profile_predictions_loss: 625.9383 - logcount_predictions_loss: 0.2684 435/2426 [====>.........................] - ETA: 5:05 - loss: 631.4413 - logits_profile_predictions_loss: 625.9393 - logcount_predictions_loss: 0.2684 436/2426 [====>.........................] - ETA: 5:05 - loss: 631.4418 - logits_profile_predictions_loss: 625.9399 - logcount_predictions_loss: 0.2684 437/2426 [====>.........................] - ETA: 5:05 - loss: 631.4426 - logits_profile_predictions_loss: 625.9408 - logcount_predictions_loss: 0.2684 438/2426 [====>.........................] - ETA: 5:04 - loss: 631.4435 - logits_profile_predictions_loss: 625.9418 - logcount_predictions_loss: 0.2684 439/2426 [====>.........................] - ETA: 5:04 - loss: 631.4445 - 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[====>.........................] - ETA: 5:03 - loss: 631.4467 - logits_profile_predictions_loss: 625.9458 - logcount_predictions_loss: 0.2683 447/2426 [====>.........................] - ETA: 5:03 - loss: 631.4465 - logits_profile_predictions_loss: 625.9457 - logcount_predictions_loss: 0.2683 448/2426 [====>.........................] - ETA: 5:03 - loss: 631.4464 - logits_profile_predictions_loss: 625.9457 - logcount_predictions_loss: 0.2683 449/2426 [====>.........................] - ETA: 5:03 - loss: 631.4461 - logits_profile_predictions_loss: 625.9455 - logcount_predictions_loss: 0.2683 450/2426 [====>.........................] - ETA: 5:03 - loss: 631.4463 - logits_profile_predictions_loss: 625.9458 - logcount_predictions_loss: 0.2683 451/2426 [====>.........................] - ETA: 5:02 - loss: 631.4468 - logits_profile_predictions_loss: 625.9464 - logcount_predictions_loss: 0.2683 452/2426 [====>.........................] - ETA: 5:02 - loss: 631.4473 - 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[====>.........................] - ETA: 5:01 - loss: 631.4528 - logits_profile_predictions_loss: 625.9533 - logcount_predictions_loss: 0.2683 460/2426 [====>.........................] - ETA: 5:01 - loss: 631.4530 - logits_profile_predictions_loss: 625.9536 - logcount_predictions_loss: 0.2683 461/2426 [====>.........................] - ETA: 5:01 - loss: 631.4533 - logits_profile_predictions_loss: 625.9539 - logcount_predictions_loss: 0.2683 462/2426 [====>.........................] - ETA: 5:01 - loss: 631.4535 - logits_profile_predictions_loss: 625.9543 - logcount_predictions_loss: 0.2683 463/2426 [====>.........................] - ETA: 5:01 - loss: 631.4536 - logits_profile_predictions_loss: 625.9544 - logcount_predictions_loss: 0.2682 464/2426 [====>.........................] - ETA: 5:00 - loss: 631.4538 - logits_profile_predictions_loss: 625.9547 - logcount_predictions_loss: 0.2682 465/2426 [====>.........................] - ETA: 5:00 - loss: 631.4537 - 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[====>.........................] - ETA: 4:59 - loss: 631.4545 - logits_profile_predictions_loss: 625.9562 - logcount_predictions_loss: 0.2682 473/2426 [====>.........................] - ETA: 4:59 - loss: 631.4546 - logits_profile_predictions_loss: 625.9564 - logcount_predictions_loss: 0.2682 474/2426 [====>.........................] - ETA: 4:59 - loss: 631.4546 - logits_profile_predictions_loss: 625.9565 - logcount_predictions_loss: 0.2682 475/2426 [====>.........................] - ETA: 4:59 - loss: 631.4545 - logits_profile_predictions_loss: 625.9565 - logcount_predictions_loss: 0.2682 476/2426 [====>.........................] - ETA: 4:59 - loss: 631.4541 - logits_profile_predictions_loss: 625.9562 - logcount_predictions_loss: 0.2682 477/2426 [====>.........................] - ETA: 4:58 - loss: 631.4538 - logits_profile_predictions_loss: 625.9561 - logcount_predictions_loss: 0.2682 478/2426 [====>.........................] - ETA: 4:58 - loss: 631.4535 - logits_profile_predictions_loss: 625.9558 - logcount_predictions_loss: 0.2682 479/2426 [====>.........................] - ETA: 4:58 - loss: 631.4529 - logits_profile_predictions_loss: 625.9554 - logcount_predictions_loss: 0.2682 480/2426 [====>.........................] - ETA: 4:58 - loss: 631.4522 - logits_profile_predictions_loss: 625.9548 - logcount_predictions_loss: 0.2682 481/2426 [====>.........................] - ETA: 4:58 - loss: 631.4514 - logits_profile_predictions_loss: 625.9541 - logcount_predictions_loss: 0.2682 482/2426 [====>.........................] - ETA: 4:58 - loss: 631.4500 - logits_profile_predictions_loss: 625.9529 - logcount_predictions_loss: 0.2681 483/2426 [====>.........................] - ETA: 4:58 - loss: 631.4489 - logits_profile_predictions_loss: 625.9518 - logcount_predictions_loss: 0.2681 484/2426 [====>.........................] - ETA: 4:57 - loss: 631.4476 - logits_profile_predictions_loss: 625.9507 - logcount_predictions_loss: 0.2681 485/2426 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[============================>.] - ETA: 0s - loss: 630.7264 - logits_profile_predictions_loss: 625.2620 - logcount_predictions_loss: 0.2665 2425/2426 [============================>.] - ETA: 0s - loss: 630.7261 - logits_profile_predictions_loss: 625.2617 - logcount_predictions_loss: 0.2665 2426/2426 [==============================] - ETA: 0s - loss: 630.7257 - logits_profile_predictions_loss: 625.2614 - logcount_predictions_loss: 0.2665 2426/2426 [==============================] - 390s 161ms/step - loss: 630.7254 - logits_profile_predictions_loss: 625.2611 - logcount_predictions_loss: 0.2665 - val_loss: 621.2989 - val_logits_profile_predictions_loss: 615.6103 - val_logcount_predictions_loss: 0.2775 Epoch 00010: val_loss did not improve from 620.49463 Epoch 11/50 1/2426 [..............................] - ETA: 7:26 - loss: 639.4089 - logits_profile_predictions_loss: 635.5081 - logcount_predictions_loss: 0.1903 2/2426 [..............................] - ETA: 6:12 - loss: 636.6812 - 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635.7470 - logcount_predictions_loss: 0.2237 17/2426 [..............................] - ETA: 5:48 - loss: 640.0543 - logits_profile_predictions_loss: 635.4678 - logcount_predictions_loss: 0.2237 18/2426 [..............................] - ETA: 5:49 - loss: 639.8257 - logits_profile_predictions_loss: 635.2369 - logcount_predictions_loss: 0.2238 19/2426 [..............................] - ETA: 5:50 - loss: 639.8919 - logits_profile_predictions_loss: 635.3002 - logcount_predictions_loss: 0.2240 20/2426 [..............................] - ETA: 5:51 - loss: 639.8842 - logits_profile_predictions_loss: 635.2882 - logcount_predictions_loss: 0.2242 21/2426 [..............................] - ETA: 5:52 - loss: 640.1086 - logits_profile_predictions_loss: 635.5043 - logcount_predictions_loss: 0.2246 22/2426 [..............................] - ETA: 5:52 - loss: 640.3368 - logits_profile_predictions_loss: 635.7281 - logcount_predictions_loss: 0.2248 23/2426 [..............................] - ETA: 5:53 - loss: 640.4653 - logits_profile_predictions_loss: 635.8514 - logcount_predictions_loss: 0.2251 24/2426 [..............................] - ETA: 5:53 - loss: 640.5591 - logits_profile_predictions_loss: 635.9375 - logcount_predictions_loss: 0.2254 25/2426 [..............................] - ETA: 5:54 - loss: 640.5604 - logits_profile_predictions_loss: 635.9294 - logcount_predictions_loss: 0.2259 26/2426 [..............................] - ETA: 5:54 - loss: 640.5398 - logits_profile_predictions_loss: 635.9013 - logcount_predictions_loss: 0.2263 27/2426 [..............................] - ETA: 5:54 - loss: 640.4404 - logits_profile_predictions_loss: 635.7948 - logcount_predictions_loss: 0.2266 28/2426 [..............................] - ETA: 5:55 - loss: 640.4583 - logits_profile_predictions_loss: 635.8065 - logcount_predictions_loss: 0.2269 29/2426 [..............................] - ETA: 5:55 - loss: 640.4099 - logits_profile_predictions_loss: 635.7544 - logcount_predictions_loss: 0.2271 30/2426 [..............................] - ETA: 5:55 - loss: 640.4999 - logits_profile_predictions_loss: 635.8393 - logcount_predictions_loss: 0.2274 31/2426 [..............................] - ETA: 5:55 - loss: 640.6634 - logits_profile_predictions_loss: 635.9975 - logcount_predictions_loss: 0.2276 32/2426 [..............................] - ETA: 5:56 - loss: 640.7303 - logits_profile_predictions_loss: 636.0580 - logcount_predictions_loss: 0.2279 33/2426 [..............................] - ETA: 5:56 - loss: 640.7905 - logits_profile_predictions_loss: 636.1109 - logcount_predictions_loss: 0.2283 34/2426 [..............................] - ETA: 5:56 - loss: 640.8882 - logits_profile_predictions_loss: 636.2029 - logcount_predictions_loss: 0.2286 35/2426 [..............................] - ETA: 5:56 - loss: 640.9080 - logits_profile_predictions_loss: 636.2179 - logcount_predictions_loss: 0.2288 36/2426 [..............................] - ETA: 5:56 - loss: 640.9288 - logits_profile_predictions_loss: 636.2324 - logcount_predictions_loss: 0.2291 37/2426 [..............................] - ETA: 5:56 - loss: 640.9070 - logits_profile_predictions_loss: 636.2035 - logcount_predictions_loss: 0.2294 38/2426 [..............................] - ETA: 5:57 - loss: 640.8972 - logits_profile_predictions_loss: 636.1862 - logcount_predictions_loss: 0.2298 39/2426 [..............................] - ETA: 5:57 - loss: 640.8912 - logits_profile_predictions_loss: 636.1735 - logcount_predictions_loss: 0.2301 40/2426 [..............................] - ETA: 5:57 - loss: 640.8476 - logits_profile_predictions_loss: 636.1239 - logcount_predictions_loss: 0.2304 41/2426 [..............................] - ETA: 5:57 - loss: 640.7625 - logits_profile_predictions_loss: 636.0342 - logcount_predictions_loss: 0.2307 42/2426 [..............................] - ETA: 5:57 - loss: 640.6630 - logits_profile_predictions_loss: 635.9307 - logcount_predictions_loss: 0.2308 43/2426 [..............................] - ETA: 5:57 - loss: 640.5359 - logits_profile_predictions_loss: 635.7972 - logcount_predictions_loss: 0.2312 44/2426 [..............................] - ETA: 5:57 - loss: 640.4728 - logits_profile_predictions_loss: 635.7270 - logcount_predictions_loss: 0.2315 45/2426 [..............................] - ETA: 5:57 - loss: 640.4391 - logits_profile_predictions_loss: 635.6867 - logcount_predictions_loss: 0.2318 46/2426 [..............................] - ETA: 5:57 - loss: 640.3808 - logits_profile_predictions_loss: 635.6224 - logcount_predictions_loss: 0.2321 47/2426 [..............................] - ETA: 5:58 - loss: 640.2950 - logits_profile_predictions_loss: 635.5317 - logcount_predictions_loss: 0.2324 48/2426 [..............................] - ETA: 5:58 - loss: 640.1989 - logits_profile_predictions_loss: 635.4314 - logcount_predictions_loss: 0.2326 49/2426 [..............................] - ETA: 5:58 - loss: 640.1185 - logits_profile_predictions_loss: 635.3472 - logcount_predictions_loss: 0.2327 50/2426 [..............................] - ETA: 5:58 - loss: 640.0630 - logits_profile_predictions_loss: 635.2870 - logcount_predictions_loss: 0.2330 51/2426 [..............................] - ETA: 5:58 - loss: 640.0098 - logits_profile_predictions_loss: 635.2288 - logcount_predictions_loss: 0.2332 52/2426 [..............................] - ETA: 5:57 - loss: 639.9318 - logits_profile_predictions_loss: 635.1453 - logcount_predictions_loss: 0.2335 53/2426 [..............................] - ETA: 5:57 - loss: 639.8556 - logits_profile_predictions_loss: 635.0641 - logcount_predictions_loss: 0.2337 54/2426 [..............................] - ETA: 5:57 - loss: 639.7896 - logits_profile_predictions_loss: 634.9937 - logcount_predictions_loss: 0.2339 55/2426 [..............................] - ETA: 5:57 - loss: 639.7461 - logits_profile_predictions_loss: 634.9450 - logcount_predictions_loss: 0.2342 56/2426 [..............................] - ETA: 5:57 - 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[..............................] - ETA: 5:56 - loss: 638.3329 - logits_profile_predictions_loss: 633.4290 - logcount_predictions_loss: 0.2392 77/2426 [..............................] - ETA: 5:55 - loss: 638.2636 - logits_profile_predictions_loss: 633.3549 - logcount_predictions_loss: 0.2395 78/2426 [..............................] - ETA: 5:55 - loss: 638.2130 - logits_profile_predictions_loss: 633.2997 - logcount_predictions_loss: 0.2397 79/2426 [..............................] - ETA: 5:55 - loss: 638.1590 - logits_profile_predictions_loss: 633.2411 - logcount_predictions_loss: 0.2399 80/2426 [..............................] - ETA: 5:55 - loss: 638.1015 - logits_profile_predictions_loss: 633.1794 - logcount_predictions_loss: 0.2401 81/2426 [>.............................] - ETA: 5:55 - loss: 638.0459 - logits_profile_predictions_loss: 633.1198 - logcount_predictions_loss: 0.2403 82/2426 [>.............................] - ETA: 5:55 - loss: 637.9803 - logits_profile_predictions_loss: 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loss: 637.5302 - logits_profile_predictions_loss: 632.5760 - logcount_predictions_loss: 0.2417 90/2426 [>.............................] - ETA: 5:54 - loss: 637.4606 - logits_profile_predictions_loss: 632.5035 - logcount_predictions_loss: 0.2418 91/2426 [>.............................] - ETA: 5:54 - loss: 637.3911 - logits_profile_predictions_loss: 632.4313 - logcount_predictions_loss: 0.2419 92/2426 [>.............................] - ETA: 5:54 - loss: 637.3301 - logits_profile_predictions_loss: 632.3676 - logcount_predictions_loss: 0.2421 93/2426 [>.............................] - ETA: 5:54 - loss: 637.2629 - logits_profile_predictions_loss: 632.2977 - logcount_predictions_loss: 0.2422 94/2426 [>.............................] - ETA: 5:54 - loss: 637.1997 - logits_profile_predictions_loss: 632.2319 - logcount_predictions_loss: 0.2423 95/2426 [>.............................] - ETA: 5:54 - loss: 637.1327 - logits_profile_predictions_loss: 632.1624 - logcount_predictions_loss: 0.2425 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[>.............................] - ETA: 5:52 - loss: 636.1702 - logits_profile_predictions_loss: 631.1714 - logcount_predictions_loss: 0.2438 110/2426 [>.............................] - ETA: 5:52 - loss: 636.1071 - logits_profile_predictions_loss: 631.1065 - logcount_predictions_loss: 0.2439 111/2426 [>.............................] - ETA: 5:52 - loss: 636.0444 - logits_profile_predictions_loss: 631.0420 - logcount_predictions_loss: 0.2440 112/2426 [>.............................] - ETA: 5:51 - loss: 635.9810 - logits_profile_predictions_loss: 630.9768 - logcount_predictions_loss: 0.2441 113/2426 [>.............................] - ETA: 5:51 - loss: 635.9194 - logits_profile_predictions_loss: 630.9136 - logcount_predictions_loss: 0.2442 114/2426 [>.............................] - ETA: 5:51 - loss: 635.8594 - logits_profile_predictions_loss: 630.8521 - logcount_predictions_loss: 0.2443 115/2426 [>.............................] - ETA: 5:51 - loss: 635.7971 - 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[>.............................] - ETA: 5:50 - loss: 635.3929 - logits_profile_predictions_loss: 630.3753 - logcount_predictions_loss: 0.2448 123/2426 [>.............................] - ETA: 5:50 - loss: 635.3320 - logits_profile_predictions_loss: 630.3134 - logcount_predictions_loss: 0.2448 124/2426 [>.............................] - ETA: 5:50 - loss: 635.2709 - logits_profile_predictions_loss: 630.2514 - logcount_predictions_loss: 0.2449 125/2426 [>.............................] - ETA: 5:50 - loss: 635.2131 - logits_profile_predictions_loss: 630.1927 - logcount_predictions_loss: 0.2449 126/2426 [>.............................] - ETA: 5:50 - loss: 635.1569 - logits_profile_predictions_loss: 630.1354 - logcount_predictions_loss: 0.2449 127/2426 [>.............................] - ETA: 5:49 - loss: 635.1043 - logits_profile_predictions_loss: 630.0819 - logcount_predictions_loss: 0.2450 128/2426 [>.............................] - ETA: 5:49 - loss: 635.0486 - 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[============================>.] - ETA: 5s - loss: 623.7884 - logits_profile_predictions_loss: 618.8056 - logcount_predictions_loss: 0.2431 2392/2426 [============================>.] - ETA: 5s - loss: 623.7878 - logits_profile_predictions_loss: 618.8050 - logcount_predictions_loss: 0.2431 2393/2426 [============================>.] - ETA: 5s - loss: 623.7871 - logits_profile_predictions_loss: 618.8043 - logcount_predictions_loss: 0.2431 2394/2426 [============================>.] - ETA: 4s - loss: 623.7864 - logits_profile_predictions_loss: 618.8037 - logcount_predictions_loss: 0.2431 2395/2426 [============================>.] - ETA: 4s - loss: 623.7858 - logits_profile_predictions_loss: 618.8031 - logcount_predictions_loss: 0.2431 2396/2426 [============================>.] - ETA: 4s - loss: 623.7851 - logits_profile_predictions_loss: 618.8024 - logcount_predictions_loss: 0.2431 2397/2426 [============================>.] - ETA: 4s - loss: 623.7844 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 623.7666 - logits_profile_predictions_loss: 618.7845 - logcount_predictions_loss: 0.2430 2425/2426 [============================>.] - ETA: 0s - loss: 623.7659 - logits_profile_predictions_loss: 618.7838 - logcount_predictions_loss: 0.2430 2426/2426 [==============================] - ETA: 0s - loss: 623.7652 - logits_profile_predictions_loss: 618.7831 - logcount_predictions_loss: 0.2430 2426/2426 [==============================] - 390s 161ms/step - loss: 623.7645 - logits_profile_predictions_loss: 618.7825 - logcount_predictions_loss: 0.2430 - val_loss: 621.7612 - val_logits_profile_predictions_loss: 616.5855 - val_logcount_predictions_loss: 0.2525 Epoch 00011: val_loss did not improve from 620.49463 Epoch 12/50 1/2426 [..............................] - ETA: 7:27 - loss: 694.1539 - logits_profile_predictions_loss: 690.2762 - logcount_predictions_loss: 0.1892 2/2426 [..............................] - ETA: 6:12 - loss: 666.7883 - 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[..............................] - ETA: 6:11 - loss: 640.1735 - logits_profile_predictions_loss: 636.0262 - logcount_predictions_loss: 0.2023 10/2426 [..............................] - ETA: 6:10 - loss: 638.9154 - logits_profile_predictions_loss: 634.6928 - logcount_predictions_loss: 0.2060 11/2426 [..............................] - ETA: 6:10 - loss: 637.8715 - logits_profile_predictions_loss: 633.5900 - logcount_predictions_loss: 0.2089 12/2426 [..............................] - ETA: 6:10 - loss: 636.9108 - logits_profile_predictions_loss: 632.5870 - logcount_predictions_loss: 0.2109 13/2426 [..............................] - ETA: 6:10 - loss: 636.3259 - logits_profile_predictions_loss: 631.9688 - logcount_predictions_loss: 0.2125 14/2426 [..............................] - ETA: 6:10 - loss: 635.6453 - logits_profile_predictions_loss: 631.2507 - logcount_predictions_loss: 0.2144 15/2426 [..............................] - ETA: 6:09 - loss: 634.9441 - logits_profile_predictions_loss: 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612.7579 - logcount_predictions_loss: 0.2298 2398/2426 [============================>.] - ETA: 4s - loss: 617.4689 - logits_profile_predictions_loss: 612.7584 - logcount_predictions_loss: 0.2298 2399/2426 [============================>.] - ETA: 4s - loss: 617.4695 - logits_profile_predictions_loss: 612.7589 - logcount_predictions_loss: 0.2298 2400/2426 [============================>.] - ETA: 3s - loss: 617.4700 - logits_profile_predictions_loss: 612.7595 - logcount_predictions_loss: 0.2298 2401/2426 [============================>.] - ETA: 3s - loss: 617.4706 - logits_profile_predictions_loss: 612.7600 - logcount_predictions_loss: 0.2298 2402/2426 [============================>.] - ETA: 3s - loss: 617.4711 - logits_profile_predictions_loss: 612.7605 - logcount_predictions_loss: 0.2298 2403/2426 [============================>.] - ETA: 3s - loss: 617.4716 - logits_profile_predictions_loss: 612.7611 - logcount_predictions_loss: 0.2298 2404/2426 [============================>.] - ETA: 3s - loss: 617.4722 - logits_profile_predictions_loss: 612.7616 - logcount_predictions_loss: 0.2298 2405/2426 [============================>.] - ETA: 3s - loss: 617.4727 - logits_profile_predictions_loss: 612.7621 - logcount_predictions_loss: 0.2298 2406/2426 [============================>.] - ETA: 3s - loss: 617.4733 - logits_profile_predictions_loss: 612.7626 - logcount_predictions_loss: 0.2298 2407/2426 [============================>.] - ETA: 2s - loss: 617.4738 - logits_profile_predictions_loss: 612.7632 - logcount_predictions_loss: 0.2298 2408/2426 [============================>.] - ETA: 2s - loss: 617.4744 - logits_profile_predictions_loss: 612.7637 - logcount_predictions_loss: 0.2298 2409/2426 [============================>.] - ETA: 2s - loss: 617.4749 - logits_profile_predictions_loss: 612.7642 - logcount_predictions_loss: 0.2298 2410/2426 [============================>.] - ETA: 2s - loss: 617.4755 - logits_profile_predictions_loss: 612.7648 - logcount_predictions_loss: 0.2298 2411/2426 [============================>.] - ETA: 2s - loss: 617.4760 - logits_profile_predictions_loss: 612.7653 - logcount_predictions_loss: 0.2298 2412/2426 [============================>.] - ETA: 2s - loss: 617.4766 - logits_profile_predictions_loss: 612.7658 - logcount_predictions_loss: 0.2298 2413/2426 [============================>.] - ETA: 1s - loss: 617.4771 - logits_profile_predictions_loss: 612.7664 - logcount_predictions_loss: 0.2298 2414/2426 [============================>.] - ETA: 1s - loss: 617.4776 - logits_profile_predictions_loss: 612.7669 - logcount_predictions_loss: 0.2298 2415/2426 [============================>.] - ETA: 1s - loss: 617.4782 - logits_profile_predictions_loss: 612.7674 - logcount_predictions_loss: 0.2298 2416/2426 [============================>.] - ETA: 1s - loss: 617.4787 - logits_profile_predictions_loss: 612.7679 - logcount_predictions_loss: 0.2298 2417/2426 [============================>.] - ETA: 1s - loss: 617.4792 - logits_profile_predictions_loss: 612.7684 - logcount_predictions_loss: 0.2298 2418/2426 [============================>.] - ETA: 1s - loss: 617.4797 - logits_profile_predictions_loss: 612.7689 - logcount_predictions_loss: 0.2298 2419/2426 [============================>.] - ETA: 1s - loss: 617.4802 - logits_profile_predictions_loss: 612.7694 - logcount_predictions_loss: 0.2298 2420/2426 [============================>.] - ETA: 0s - loss: 617.4807 - logits_profile_predictions_loss: 612.7699 - logcount_predictions_loss: 0.2298 2421/2426 [============================>.] - ETA: 0s - loss: 617.4812 - logits_profile_predictions_loss: 612.7704 - logcount_predictions_loss: 0.2298 2422/2426 [============================>.] - ETA: 0s - loss: 617.4817 - logits_profile_predictions_loss: 612.7708 - logcount_predictions_loss: 0.2298 2423/2426 [============================>.] - ETA: 0s - loss: 617.4822 - logits_profile_predictions_loss: 612.7713 - logcount_predictions_loss: 0.2298 2424/2426 [============================>.] - ETA: 0s - loss: 617.4827 - logits_profile_predictions_loss: 612.7718 - logcount_predictions_loss: 0.2298 2425/2426 [============================>.] - ETA: 0s - loss: 617.4832 - logits_profile_predictions_loss: 612.7723 - logcount_predictions_loss: 0.2298 2426/2426 [==============================] - ETA: 0s - loss: 617.4837 - logits_profile_predictions_loss: 612.7728 - logcount_predictions_loss: 0.2298 2426/2426 [==============================] - 391s 161ms/step - loss: 617.4842 - logits_profile_predictions_loss: 612.7732 - logcount_predictions_loss: 0.2298 - val_loss: 620.9679 - val_logits_profile_predictions_loss: 615.7918 - val_logcount_predictions_loss: 0.2525 Epoch 00012: val_loss did not improve from 620.49463 Restoring model weights from the end of the best epoch. Epoch 00012: early stopping save model save model without bias 2022-10-17_23-06-26: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR211SUT//preprocessing/bigWigs/ENCSR211SUT.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(42501, 10) loading nonpeaks... got split:test for bed regions:(39408, 10) 0/320 100/320 200/320 300/320 2022-10-17_23-13-00: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR211SUT//preprocessing/bigWigs/ENCSR211SUT.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(42501, 10) loading nonpeaks... got split:test for bed regions:(39408, 10) 0/320 100/320 200/320 300/320 2022-10-17_23-17-48: 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/DNASE//ENCSR211SUT//preprocessing/bigWigs/ENCSR211SUT.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(42501, 10) loading nonpeaks... got split:test for bed regions:(39408, 10) 0/320 100/320 200/320 300/320 2022-10-17_23-21-28: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-17_23-21-29: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/38 [..............................] - ETA: 4:55 3/38 [=>............................] - ETA: 11s  4/38 [==>...........................] - ETA: 15s 5/38 [==>...........................] - ETA: 16s 6/38 [===>..........................] - ETA: 17s 7/38 [====>.........................] - ETA: 17s 8/38 [=====>........................] - ETA: 17s 9/38 [======>.......................] - ETA: 16s 10/38 [======>.......................] - ETA: 16s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 15s 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: 10s 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: 5s 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 [==============================] - 33s 668ms/step 1/38 [..............................] - ETA: 1s 2/38 [>.............................] - ETA: 23s 3/38 [=>............................] - ETA: 23s 4/38 [==>...........................] - ETA: 22s 5/38 [==>...........................] - ETA: 21s 6/38 [===>..........................] - ETA: 21s 7/38 [====>.........................] - ETA: 20s 8/38 [=====>........................] - ETA: 19s 9/38 [======>.......................] - ETA: 19s 10/38 [======>.......................] - ETA: 18s 11/38 [=======>......................] - ETA: 17s 12/38 [========>.....................] - ETA: 17s 13/38 [=========>....................] - ETA: 16s 14/38 [==========>...................] - ETA: 15s 15/38 [==========>...................] - ETA: 15s 16/38 [===========>..................] - ETA: 14s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 13s 19/38 [==============>...............] - ETA: 12s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 11s 22/38 [================>.............] - ETA: 10s 23/38 [=================>............] - ETA: 9s  24/38 [=================>............] - ETA: 9s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 7s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 5s 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 [==============================] - 24s 661ms/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 1s 2/38 [>.............................] - ETA: 23s 3/38 [=>............................] - ETA: 23s 4/38 [==>...........................] - ETA: 22s 5/38 [==>...........................] - ETA: 21s 6/38 [===>..........................] - ETA: 21s 7/38 [====>.........................] - ETA: 20s 8/38 [=====>........................] - ETA: 19s 9/38 [======>.......................] - ETA: 19s 10/38 [======>.......................] - ETA: 18s 11/38 [=======>......................] - ETA: 17s 12/38 [========>.....................] - ETA: 17s 13/38 [=========>....................] - ETA: 16s 14/38 [==========>...................] - ETA: 15s 15/38 [==========>...................] - ETA: 15s 16/38 [===========>..................] - ETA: 14s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 13s 19/38 [==============>...............] - ETA: 12s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 11s 22/38 [================>.............] - ETA: 10s 23/38 [=================>............] - ETA: 9s  24/38 [=================>............] - ETA: 9s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 7s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 5s 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 [==============================] - 25s 661ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 23s 3/38 [=>............................] - ETA: 23s 4/38 [==>...........................] - ETA: 22s 5/38 [==>...........................] - ETA: 21s 6/38 [===>..........................] - ETA: 21s 7/38 [====>.........................] - ETA: 20s 8/38 [=====>........................] - ETA: 19s 9/38 [======>.......................] - ETA: 19s 10/38 [======>.......................] - ETA: 18s 11/38 [=======>......................] - ETA: 17s 12/38 [========>.....................] - ETA: 17s 13/38 [=========>....................] - ETA: 16s 14/38 [==========>...................] - ETA: 15s 15/38 [==========>...................] - ETA: 15s 16/38 [===========>..................] - ETA: 14s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 13s 19/38 [==============>...............] - ETA: 12s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 11s 22/38 [================>.............] - ETA: 10s 23/38 [=================>............] - ETA: 9s  24/38 [=================>............] - ETA: 9s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 7s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 5s 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 [==============================] - 24s 661ms/step Saving marginal footprints 2022-10-17_23-23-54: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-17_23-23-54: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR211SUT//chrombppnet_model_encsr880cub_bias_fold_3//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/38 [..............................] - ETA: 2:34 3/38 [=>............................] - ETA: 1s  4/38 [==>...........................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 6/38 [===>..........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 8/38 [=====>........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 22/38 [================>.............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 24/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 6s 59ms/step 1/38 [..............................] - ETA: 1s 2/38 [>.............................] - ETA: 2s 3/38 [=>............................] - ETA: 1s 4/38 [==>...........................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 6/38 [===>..........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 8/38 [=====>........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 0s 22/38 [================>.............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 24/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 2s 57ms/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 2s 3/38 [=>............................] - ETA: 1s 4/38 [==>...........................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 6/38 [===>..........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 8/38 [=====>........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 0s 22/38 [================>.............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 24/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 2s 57ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 2s 3/38 [=>............................] - ETA: 1s 4/38 [==>...........................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 6/38 [===>..........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 8/38 [=====>........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 0s 22/38 [================>.............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 24/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 2s 57ms/step Saving marginal footprints