DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json Sat Oct 15 07:14:47 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:C1:00.0 Off | 0 | | N/A 28C P0 64W / 500W | 0MiB / 81920MiB | 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 2022-10-15_07-14-55: 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//ENCSR340XQX//preprocessing/bigWigs/ENCSR340XQX.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR340XQX//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR340XQX//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 158824 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 158824 Number of peaks input: 41176 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 41176 Number of non peaks input: 159925 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 159925 Number of non peaks input: 40074 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 40074 Number of peaks after removing outliers: 157076 Number of nonpeaks after removing outliers: 142328 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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4337/4448 [============================>.] - ETA: 0s 4348/4448 [============================>.] - ETA: 0s 4359/4448 [============================>.] - ETA: 0s 4370/4448 [============================>.] - ETA: 0s 4381/4448 [============================>.] - ETA: 0s 4392/4448 [============================>.] - ETA: 0s 4404/4448 [============================>.] - ETA: 0s 4415/4448 [============================>.] - ETA: 0s 4427/4448 [============================>.] - ETA: 0s 4438/4448 [============================>.] - ETA: 0s 4448/4448 [==============================] - ETA: 0s 4448/4448 [==============================] - 29s 5ms/step 2022-10-15_07-21-45: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR340XQX//preprocessing/bigWigs/ENCSR340XQX.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '13.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(139215, 10) loading nonpeaks... got split:train for bed regions:(126216, 10) loading peaks... got split:valid for bed regions:(17861, 10) loading nonpeaks... got split:valid for bed regions:(16112, 10) Epoch 1/50 1/2393 [..............................] - ETA: 4:11:39 - loss: 574.7919 - logits_profile_predictions_loss: 542.2081 - logcount_predictions_loss: 2.4136 2/2393 [..............................] - ETA: 5:37 - loss: 1166.7919 - logits_profile_predictions_loss: 546.2946 - logcount_predictions_loss: 45.9628  3/2393 [..............................] - ETA: 5:36 - loss: 1222.2759 - logits_profile_predictions_loss: 537.5834 - logcount_predictions_loss: 50.7180 4/2393 [..............................] - ETA: 5:35 - loss: 1196.5803 - logits_profile_predictions_loss: 529.1727 - logcount_predictions_loss: 49.4376 5/2393 [..............................] - ETA: 5:35 - loss: 1155.9684 - logits_profile_predictions_loss: 522.6106 - logcount_predictions_loss: 46.9154 6/2393 [..............................] - ETA: 5:35 - loss: 1119.2083 - logits_profile_predictions_loss: 521.3040 - logcount_predictions_loss: 44.2892 7/2393 [..............................] - ETA: 5:35 - loss: 1084.7690 - logits_profile_predictions_loss: 520.2157 - logcount_predictions_loss: 41.8188 8/2393 [..............................] - ETA: 5:34 - loss: 1052.5228 - logits_profile_predictions_loss: 518.3322 - logcount_predictions_loss: 39.5697 9/2393 [..............................] - ETA: 5:36 - loss: 1024.8199 - logits_profile_predictions_loss: 517.7758 - logcount_predictions_loss: 37.5588 10/2393 [..............................] - ETA: 5:36 - loss: 999.4920 - logits_profile_predictions_loss: 516.7959 - logcount_predictions_loss: 35.7553  11/2393 [..............................] - ETA: 5:35 - loss: 977.4072 - logits_profile_predictions_loss: 516.5123 - logcount_predictions_loss: 34.1404 12/2393 [..............................] - ETA: 5:35 - loss: 957.8946 - logits_profile_predictions_loss: 516.6435 - logcount_predictions_loss: 32.6853 13/2393 [..............................] - ETA: 5:35 - loss: 940.5564 - logits_profile_predictions_loss: 517.0563 - logcount_predictions_loss: 31.3704 14/2393 [..............................] - ETA: 5:34 - loss: 925.0204 - logits_profile_predictions_loss: 517.6456 - logcount_predictions_loss: 30.1759 15/2393 [..............................] - ETA: 5:34 - loss: 910.7599 - logits_profile_predictions_loss: 518.1107 - logcount_predictions_loss: 29.0851 16/2393 [..............................] - ETA: 5:34 - loss: 897.3031 - logits_profile_predictions_loss: 518.1797 - logcount_predictions_loss: 28.0832 17/2393 [..............................] - ETA: 5:34 - loss: 885.2383 - logits_profile_predictions_loss: 518.5316 - logcount_predictions_loss: 27.1635 18/2393 [..............................] - ETA: 5:33 - loss: 874.3043 - logits_profile_predictions_loss: 519.0535 - logcount_predictions_loss: 26.3149 19/2393 [..............................] - ETA: 5:33 - loss: 864.0858 - logits_profile_predictions_loss: 519.4551 - logcount_predictions_loss: 25.5282 20/2393 [..............................] - ETA: 5:33 - loss: 854.4878 - logits_profile_predictions_loss: 519.7324 - logcount_predictions_loss: 24.7967 21/2393 [..............................] - ETA: 5:33 - loss: 845.2902 - logits_profile_predictions_loss: 519.7564 - logcount_predictions_loss: 24.1136 22/2393 [..............................] - ETA: 5:33 - loss: 836.5422 - logits_profile_predictions_loss: 519.6377 - logcount_predictions_loss: 23.4744 23/2393 [..............................] - ETA: 5:32 - loss: 828.2656 - logits_profile_predictions_loss: 519.4497 - logcount_predictions_loss: 22.8752 24/2393 [..............................] - ETA: 5:32 - loss: 820.5954 - logits_profile_predictions_loss: 519.3591 - logcount_predictions_loss: 22.3138 25/2393 [..............................] - ETA: 5:32 - loss: 813.5211 - logits_profile_predictions_loss: 519.4007 - logcount_predictions_loss: 21.7867 26/2393 [..............................] - ETA: 5:32 - loss: 806.7125 - logits_profile_predictions_loss: 519.3097 - logcount_predictions_loss: 21.2891 27/2393 [..............................] - ETA: 5:32 - loss: 800.3228 - logits_profile_predictions_loss: 519.2593 - logcount_predictions_loss: 20.8195 28/2393 [..............................] - ETA: 5:32 - loss: 794.2709 - logits_profile_predictions_loss: 519.2066 - logcount_predictions_loss: 20.3751 29/2393 [..............................] - ETA: 5:31 - loss: 788.4813 - logits_profile_predictions_loss: 519.1076 - logcount_predictions_loss: 19.9536 30/2393 [..............................] - ETA: 5:31 - loss: 783.0898 - logits_profile_predictions_loss: 519.1090 - logcount_predictions_loss: 19.5541 31/2393 [..............................] - ETA: 5:31 - loss: 777.8515 - logits_profile_predictions_loss: 519.0067 - logcount_predictions_loss: 19.1737 32/2393 [..............................] - ETA: 5:31 - loss: 772.8981 - logits_profile_predictions_loss: 518.9369 - logcount_predictions_loss: 18.8119 33/2393 [..............................] - ETA: 5:31 - loss: 768.2096 - logits_profile_predictions_loss: 518.9004 - logcount_predictions_loss: 18.4673 34/2393 [..............................] - ETA: 5:31 - loss: 763.6836 - logits_profile_predictions_loss: 518.8178 - logcount_predictions_loss: 18.1382 35/2393 [..............................] - ETA: 5:30 - loss: 759.2338 - logits_profile_predictions_loss: 518.6259 - logcount_predictions_loss: 17.8228 36/2393 [..............................] - ETA: 5:30 - loss: 754.9751 - logits_profile_predictions_loss: 518.4425 - logcount_predictions_loss: 17.5209 37/2393 [..............................] - ETA: 5:30 - loss: 750.8767 - logits_profile_predictions_loss: 518.2477 - logcount_predictions_loss: 17.2318 38/2393 [..............................] - ETA: 5:30 - loss: 746.9083 - logits_profile_predictions_loss: 518.0258 - logcount_predictions_loss: 16.9543 39/2393 [..............................] - ETA: 5:30 - loss: 743.1043 - logits_profile_predictions_loss: 517.8147 - logcount_predictions_loss: 16.6881 40/2393 [..............................] - ETA: 5:30 - loss: 739.4766 - logits_profile_predictions_loss: 517.6339 - logcount_predictions_loss: 16.4328 41/2393 [..............................] - ETA: 5:29 - loss: 735.9871 - logits_profile_predictions_loss: 517.4569 - logcount_predictions_loss: 16.1874 42/2393 [..............................] - ETA: 5:29 - loss: 732.5727 - logits_profile_predictions_loss: 517.2351 - logcount_predictions_loss: 15.9509 43/2393 [..............................] - ETA: 5:29 - loss: 729.2692 - logits_profile_predictions_loss: 517.0062 - logcount_predictions_loss: 15.7232 44/2393 [..............................] - ETA: 5:29 - loss: 726.1088 - logits_profile_predictions_loss: 516.8073 - logcount_predictions_loss: 15.5038 45/2393 [..............................] - ETA: 5:29 - loss: 723.1192 - logits_profile_predictions_loss: 516.6674 - logcount_predictions_loss: 15.2927 46/2393 [..............................] - ETA: 5:29 - loss: 720.2062 - logits_profile_predictions_loss: 516.5068 - logcount_predictions_loss: 15.0888 47/2393 [..............................] - ETA: 5:29 - loss: 717.4188 - logits_profile_predictions_loss: 516.3757 - logcount_predictions_loss: 14.8921 48/2393 [..............................] - ETA: 5:28 - loss: 714.6986 - logits_profile_predictions_loss: 516.2251 - logcount_predictions_loss: 14.7017 49/2393 [..............................] - ETA: 5:28 - loss: 712.0547 - logits_profile_predictions_loss: 516.0677 - logcount_predictions_loss: 14.5176 50/2393 [..............................] - ETA: 5:28 - loss: 709.5038 - logits_profile_predictions_loss: 515.9230 - logcount_predictions_loss: 14.3393 51/2393 [..............................] - ETA: 5:28 - loss: 707.0343 - logits_profile_predictions_loss: 515.7830 - logcount_predictions_loss: 14.1668 52/2393 [..............................] - ETA: 5:28 - loss: 704.6728 - logits_profile_predictions_loss: 515.6743 - logcount_predictions_loss: 13.9999 53/2393 [..............................] - ETA: 5:28 - loss: 702.3912 - logits_profile_predictions_loss: 515.5756 - logcount_predictions_loss: 13.8382 54/2393 [..............................] - ETA: 5:28 - loss: 700.2058 - logits_profile_predictions_loss: 515.5050 - logcount_predictions_loss: 13.6815 55/2393 [..............................] - ETA: 5:27 - loss: 698.0716 - logits_profile_predictions_loss: 515.4242 - logcount_predictions_loss: 13.5294 56/2393 [..............................] - ETA: 5:27 - loss: 695.9819 - logits_profile_predictions_loss: 515.3296 - logcount_predictions_loss: 13.3816 57/2393 [..............................] - ETA: 5:27 - loss: 693.9286 - logits_profile_predictions_loss: 515.2165 - logcount_predictions_loss: 13.2379 58/2393 [..............................] - ETA: 5:27 - loss: 691.9470 - logits_profile_predictions_loss: 515.1196 - logcount_predictions_loss: 13.0983 59/2393 [..............................] - ETA: 5:27 - loss: 690.0223 - logits_profile_predictions_loss: 515.0260 - logcount_predictions_loss: 12.9627 60/2393 [..............................] - ETA: 5:27 - loss: 688.1384 - logits_profile_predictions_loss: 514.9251 - logcount_predictions_loss: 12.8306 61/2393 [..............................] - ETA: 5:26 - loss: 686.3062 - logits_profile_predictions_loss: 514.8273 - logcount_predictions_loss: 12.7021 62/2393 [..............................] - ETA: 5:26 - loss: 684.5171 - logits_profile_predictions_loss: 514.7277 - logcount_predictions_loss: 12.5770 63/2393 [..............................] - ETA: 5:26 - loss: 682.7520 - logits_profile_predictions_loss: 514.6105 - logcount_predictions_loss: 12.4549 64/2393 [..............................] - ETA: 5:26 - loss: 681.0408 - logits_profile_predictions_loss: 514.5030 - logcount_predictions_loss: 12.3361 65/2393 [..............................] - ETA: 5:26 - loss: 679.3776 - logits_profile_predictions_loss: 514.4022 - logcount_predictions_loss: 12.2204 66/2393 [..............................] - ETA: 5:26 - loss: 677.7730 - logits_profile_predictions_loss: 514.3197 - logcount_predictions_loss: 12.1076 67/2393 [..............................] - ETA: 5:26 - loss: 676.2260 - logits_profile_predictions_loss: 514.2560 - logcount_predictions_loss: 11.9978 68/2393 [..............................] - ETA: 5:25 - loss: 674.7074 - logits_profile_predictions_loss: 514.1853 - logcount_predictions_loss: 11.8905 69/2393 [..............................] - ETA: 5:25 - loss: 673.2456 - logits_profile_predictions_loss: 514.1348 - logcount_predictions_loss: 11.7860 70/2393 [..............................] - ETA: 5:25 - loss: 671.8123 - logits_profile_predictions_loss: 514.0799 - logcount_predictions_loss: 11.6839 71/2393 [..............................] - ETA: 5:25 - loss: 670.4055 - logits_profile_predictions_loss: 514.0199 - logcount_predictions_loss: 11.5841 72/2393 [..............................] - ETA: 5:25 - loss: 669.0338 - logits_profile_predictions_loss: 513.9636 - logcount_predictions_loss: 11.4867 73/2393 [..............................] - ETA: 5:25 - loss: 667.6849 - logits_profile_predictions_loss: 513.9008 - logcount_predictions_loss: 11.3914 74/2393 [..............................] - ETA: 5:25 - loss: 666.3757 - logits_profile_predictions_loss: 513.8478 - logcount_predictions_loss: 11.2984 75/2393 [..............................] - ETA: 5:25 - loss: 665.0862 - logits_profile_predictions_loss: 513.7873 - logcount_predictions_loss: 11.2073 76/2393 [..............................] - ETA: 5:24 - loss: 663.8427 - logits_profile_predictions_loss: 513.7440 - logcount_predictions_loss: 11.1184 77/2393 [..............................] - ETA: 5:24 - loss: 662.6364 - logits_profile_predictions_loss: 513.7109 - logcount_predictions_loss: 11.0315 78/2393 [..............................] - ETA: 5:24 - loss: 661.4512 - logits_profile_predictions_loss: 513.6741 - logcount_predictions_loss: 10.9465 79/2393 [..............................] - ETA: 5:24 - loss: 660.2897 - logits_profile_predictions_loss: 513.6367 - logcount_predictions_loss: 10.8632 80/2393 [>.............................] - ETA: 5:24 - loss: 659.1578 - logits_profile_predictions_loss: 513.6049 - logcount_predictions_loss: 10.7817 81/2393 [>.............................] - ETA: 5:24 - loss: 658.0451 - logits_profile_predictions_loss: 513.5703 - logcount_predictions_loss: 10.7018 82/2393 [>.............................] - ETA: 5:24 - loss: 656.9658 - logits_profile_predictions_loss: 513.5460 - logcount_predictions_loss: 10.6237 83/2393 [>.............................] - ETA: 5:23 - loss: 655.9109 - logits_profile_predictions_loss: 513.5243 - logcount_predictions_loss: 10.5472 84/2393 [>.............................] - ETA: 5:23 - loss: 654.8761 - logits_profile_predictions_loss: 513.5022 - logcount_predictions_loss: 10.4721 85/2393 [>.............................] - ETA: 5:23 - loss: 653.8503 - logits_profile_predictions_loss: 513.4700 - logcount_predictions_loss: 10.3985 86/2393 [>.............................] - ETA: 5:23 - loss: 652.8724 - logits_profile_predictions_loss: 513.4637 - logcount_predictions_loss: 10.3266 87/2393 [>.............................] - ETA: 5:23 - loss: 651.9242 - logits_profile_predictions_loss: 513.4671 - logcount_predictions_loss: 10.2561 88/2393 [>.............................] - ETA: 5:23 - loss: 650.9862 - logits_profile_predictions_loss: 513.4630 - logcount_predictions_loss: 10.1869 89/2393 [>.............................] - ETA: 5:23 - loss: 650.0771 - logits_profile_predictions_loss: 513.4686 - logcount_predictions_loss: 10.1191 90/2393 [>.............................] - ETA: 5:22 - loss: 649.1907 - logits_profile_predictions_loss: 513.4791 - logcount_predictions_loss: 10.0527 91/2393 [>.............................] - ETA: 5:22 - loss: 648.3231 - logits_profile_predictions_loss: 513.4912 - logcount_predictions_loss: 9.9875  92/2393 [>.............................] - ETA: 5:22 - loss: 647.4680 - logits_profile_predictions_loss: 513.4999 - logcount_predictions_loss: 9.9236 93/2393 [>.............................] - ETA: 5:22 - loss: 646.6311 - logits_profile_predictions_loss: 513.5108 - logcount_predictions_loss: 9.8608 94/2393 [>.............................] - ETA: 5:22 - loss: 645.8022 - logits_profile_predictions_loss: 513.5152 - logcount_predictions_loss: 9.7990 95/2393 [>.............................] - ETA: 5:22 - loss: 644.9757 - logits_profile_predictions_loss: 513.5082 - logcount_predictions_loss: 9.7383 96/2393 [>.............................] - ETA: 5:22 - loss: 644.1602 - logits_profile_predictions_loss: 513.4982 - logcount_predictions_loss: 9.6787 97/2393 [>.............................] - ETA: 5:22 - loss: 643.3612 - logits_profile_predictions_loss: 513.4906 - logcount_predictions_loss: 9.6200 98/2393 [>.............................] - ETA: 5:21 - loss: 642.5818 - logits_profile_predictions_loss: 513.4884 - logcount_predictions_loss: 9.5625 99/2393 [>.............................] - ETA: 5:21 - loss: 641.8121 - logits_profile_predictions_loss: 513.4829 - logcount_predictions_loss: 9.5059 100/2393 [>.............................] - ETA: 5:21 - loss: 641.0496 - logits_profile_predictions_loss: 513.4722 - logcount_predictions_loss: 9.4502 101/2393 [>.............................] - ETA: 5:21 - loss: 640.3053 - logits_profile_predictions_loss: 513.4669 - logcount_predictions_loss: 9.3954 102/2393 [>.............................] - ETA: 5:21 - loss: 639.5744 - logits_profile_predictions_loss: 513.4623 - logcount_predictions_loss: 9.3416 103/2393 [>.............................] - ETA: 5:21 - loss: 638.8545 - logits_profile_predictions_loss: 513.4574 - logcount_predictions_loss: 9.2887 104/2393 [>.............................] - ETA: 5:21 - loss: 638.1407 - logits_profile_predictions_loss: 513.4472 - logcount_predictions_loss: 9.2366 105/2393 [>.............................] - ETA: 5:20 - loss: 637.4386 - logits_profile_predictions_loss: 513.4374 - logcount_predictions_loss: 9.1853 106/2393 [>.............................] - ETA: 5:20 - loss: 636.7409 - logits_profile_predictions_loss: 513.4217 - logcount_predictions_loss: 9.1347 107/2393 [>.............................] - ETA: 5:20 - loss: 636.0508 - logits_profile_predictions_loss: 513.4030 - logcount_predictions_loss: 9.0850 108/2393 [>.............................] - ETA: 5:20 - loss: 635.3679 - logits_profile_predictions_loss: 513.3812 - logcount_predictions_loss: 9.0361 109/2393 [>.............................] - ETA: 5:20 - loss: 634.6931 - logits_profile_predictions_loss: 513.3569 - logcount_predictions_loss: 8.9879 110/2393 [>.............................] - ETA: 5:20 - loss: 634.0321 - logits_profile_predictions_loss: 513.3363 - logcount_predictions_loss: 8.9404 111/2393 [>.............................] - ETA: 5:20 - loss: 633.3874 - logits_profile_predictions_loss: 513.3217 - logcount_predictions_loss: 8.8938 112/2393 [>.............................] - ETA: 5:19 - loss: 632.7495 - logits_profile_predictions_loss: 513.3046 - logcount_predictions_loss: 8.8478 113/2393 [>.............................] - ETA: 5:19 - loss: 632.1188 - logits_profile_predictions_loss: 513.2857 - logcount_predictions_loss: 8.8024 114/2393 [>.............................] - ETA: 5:19 - loss: 631.4959 - 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[>.............................] - ETA: 5:18 - loss: 627.3853 - logits_profile_predictions_loss: 513.1347 - logcount_predictions_loss: 8.4630 122/2393 [>.............................] - ETA: 5:18 - loss: 626.8313 - logits_profile_predictions_loss: 513.1171 - logcount_predictions_loss: 8.4233 123/2393 [>.............................] - ETA: 5:18 - loss: 626.2875 - logits_profile_predictions_loss: 513.1021 - logcount_predictions_loss: 8.3841 124/2393 [>.............................] - ETA: 5:18 - loss: 625.7567 - logits_profile_predictions_loss: 513.0921 - logcount_predictions_loss: 8.3455 125/2393 [>.............................] - ETA: 5:18 - loss: 625.2290 - logits_profile_predictions_loss: 513.0784 - logcount_predictions_loss: 8.3074 126/2393 [>.............................] - ETA: 5:17 - loss: 624.7101 - logits_profile_predictions_loss: 513.0664 - logcount_predictions_loss: 8.2699 127/2393 [>.............................] - ETA: 5:17 - loss: 624.1949 - 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logits_profile_predictions_loss: 512.6611 - logcount_predictions_loss: 7.4177 154/2393 [>.............................] - ETA: 5:13 - loss: 612.4286 - logits_profile_predictions_loss: 512.6473 - logcount_predictions_loss: 7.3912 155/2393 [>.............................] - ETA: 5:13 - loss: 612.0577 - logits_profile_predictions_loss: 512.6309 - logcount_predictions_loss: 7.3649 156/2393 [>.............................] - ETA: 5:13 - loss: 611.6928 - logits_profile_predictions_loss: 512.6164 - logcount_predictions_loss: 7.3390 157/2393 [>.............................] - ETA: 5:13 - loss: 611.3360 - logits_profile_predictions_loss: 512.6058 - logcount_predictions_loss: 7.3133 158/2393 [>.............................] - ETA: 5:13 - loss: 610.9850 - logits_profile_predictions_loss: 512.5969 - logcount_predictions_loss: 7.2880 159/2393 [>.............................] - ETA: 5:13 - loss: 610.6355 - logits_profile_predictions_loss: 512.5862 - logcount_predictions_loss: 7.2629 160/2393 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[============================>.] - ETA: 1s - loss: 524.4963 - logits_profile_predictions_loss: 494.6443 - logcount_predictions_loss: 2.2112 2385/2393 [============================>.] - ETA: 1s - loss: 524.4848 - logits_profile_predictions_loss: 494.6391 - logcount_predictions_loss: 2.2108 2386/2393 [============================>.] - ETA: 0s - loss: 524.4733 - logits_profile_predictions_loss: 494.6339 - logcount_predictions_loss: 2.2103 2387/2393 [============================>.] - ETA: 0s - loss: 524.4619 - logits_profile_predictions_loss: 494.6286 - logcount_predictions_loss: 2.2098 2388/2393 [============================>.] - ETA: 0s - loss: 524.4504 - logits_profile_predictions_loss: 494.6234 - logcount_predictions_loss: 2.2094 2389/2393 [============================>.] - ETA: 0s - loss: 524.4389 - logits_profile_predictions_loss: 494.6182 - logcount_predictions_loss: 2.2089 2390/2393 [============================>.] - ETA: 0s - loss: 524.4274 - logits_profile_predictions_loss: 494.6129 - logcount_predictions_loss: 2.2085 2391/2393 [============================>.] - ETA: 0s - loss: 524.4160 - logits_profile_predictions_loss: 494.6077 - logcount_predictions_loss: 2.2080 2392/2393 [============================>.] - ETA: 0s - loss: 524.4045 - logits_profile_predictions_loss: 494.6025 - logcount_predictions_loss: 2.2075 2393/2393 [==============================] - ETA: 0s - loss: 524.3931 - logits_profile_predictions_loss: 494.5972 - logcount_predictions_loss: 2.2071 2393/2393 [==============================] - 365s 150ms/step - loss: 524.3816 - logits_profile_predictions_loss: 494.5920 - logcount_predictions_loss: 2.2066 - val_loss: 547.9496 - val_logits_profile_predictions_loss: 542.0780 - val_logcount_predictions_loss: 0.4349 Epoch 00001: val_loss improved from inf to 547.94965, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 2/50 1/2393 [..............................] - ETA: 6:13 - loss: 437.1820 - logits_profile_predictions_loss: 432.7525 - logcount_predictions_loss: 0.3281 2/2393 [..............................] - ETA: 5:50 - loss: 448.9847 - logits_profile_predictions_loss: 443.8957 - logcount_predictions_loss: 0.3770 3/2393 [..............................] - ETA: 5:42 - loss: 451.5141 - logits_profile_predictions_loss: 446.2931 - logcount_predictions_loss: 0.3867 4/2393 [..............................] - ETA: 5:39 - loss: 452.3256 - logits_profile_predictions_loss: 447.0410 - logcount_predictions_loss: 0.3915 5/2393 [..............................] - ETA: 5:38 - loss: 455.0800 - logits_profile_predictions_loss: 449.7363 - logcount_predictions_loss: 0.3958 6/2393 [..............................] - ETA: 5:37 - loss: 457.1612 - logits_profile_predictions_loss: 451.7488 - logcount_predictions_loss: 0.4009 7/2393 [..............................] - ETA: 5:36 - loss: 457.5037 - logits_profile_predictions_loss: 452.0338 - logcount_predictions_loss: 0.4052 8/2393 [..............................] - ETA: 5:36 - loss: 457.0047 - logits_profile_predictions_loss: 451.5096 - logcount_predictions_loss: 0.4070 9/2393 [..............................] - ETA: 5:35 - loss: 457.4073 - logits_profile_predictions_loss: 451.8977 - logcount_predictions_loss: 0.4081 10/2393 [..............................] - ETA: 5:35 - loss: 458.0774 - logits_profile_predictions_loss: 452.5579 - logcount_predictions_loss: 0.4089 11/2393 [..............................] - ETA: 5:35 - loss: 458.4678 - logits_profile_predictions_loss: 452.9429 - logcount_predictions_loss: 0.4093 12/2393 [..............................] - ETA: 5:34 - loss: 458.8871 - logits_profile_predictions_loss: 453.3540 - logcount_predictions_loss: 0.4099 13/2393 [..............................] - ETA: 5:34 - loss: 459.3504 - logits_profile_predictions_loss: 453.8082 - logcount_predictions_loss: 0.4105 14/2393 [..............................] - ETA: 5:34 - loss: 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[..............................] - ETA: 5:33 - loss: 462.1495 - logits_profile_predictions_loss: 456.5499 - logcount_predictions_loss: 0.4148 22/2393 [..............................] - ETA: 5:32 - loss: 462.6170 - logits_profile_predictions_loss: 457.0076 - logcount_predictions_loss: 0.4155 23/2393 [..............................] - ETA: 5:32 - loss: 463.0440 - logits_profile_predictions_loss: 457.4222 - logcount_predictions_loss: 0.4164 24/2393 [..............................] - ETA: 5:32 - loss: 463.4966 - logits_profile_predictions_loss: 457.8604 - logcount_predictions_loss: 0.4175 25/2393 [..............................] - ETA: 5:32 - loss: 463.9905 - logits_profile_predictions_loss: 458.3395 - logcount_predictions_loss: 0.4186 26/2393 [..............................] - ETA: 5:32 - loss: 464.4142 - logits_profile_predictions_loss: 458.7509 - logcount_predictions_loss: 0.4195 27/2393 [..............................] - ETA: 5:32 - loss: 464.8036 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:28 - loss: 470.2224 - logits_profile_predictions_loss: 464.2263 - logcount_predictions_loss: 0.4442 55/2393 [..............................] - ETA: 5:27 - loss: 470.2458 - logits_profile_predictions_loss: 464.2483 - logcount_predictions_loss: 0.4443 56/2393 [..............................] - ETA: 5:27 - loss: 470.2701 - logits_profile_predictions_loss: 464.2717 - logcount_predictions_loss: 0.4443 57/2393 [..............................] - ETA: 5:27 - loss: 470.3139 - logits_profile_predictions_loss: 464.3147 - logcount_predictions_loss: 0.4444 58/2393 [..............................] - ETA: 5:27 - loss: 470.3644 - logits_profile_predictions_loss: 464.3651 - logcount_predictions_loss: 0.4444 59/2393 [..............................] - ETA: 5:27 - loss: 470.4323 - logits_profile_predictions_loss: 464.4327 - logcount_predictions_loss: 0.4444 60/2393 [..............................] - ETA: 5:27 - loss: 470.4744 - logits_profile_predictions_loss: 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/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 3/50 1/2393 [..............................] - ETA: 6:09 - loss: 538.6379 - logits_profile_predictions_loss: 535.4373 - logcount_predictions_loss: 0.2371 2/2393 [..............................] - ETA: 5:35 - loss: 528.6570 - logits_profile_predictions_loss: 524.9998 - logcount_predictions_loss: 0.2709 3/2393 [..............................] - ETA: 5:35 - loss: 519.5400 - logits_profile_predictions_loss: 515.6897 - logcount_predictions_loss: 0.2852 4/2393 [..............................] - ETA: 5:35 - loss: 517.6342 - logits_profile_predictions_loss: 513.6081 - logcount_predictions_loss: 0.2982 5/2393 [..............................] - ETA: 5:34 - loss: 513.8473 - logits_profile_predictions_loss: 509.7416 - logcount_predictions_loss: 0.3041 6/2393 [..............................] - ETA: 5:34 - loss: 511.4967 - logits_profile_predictions_loss: 507.3069 - 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[..............................] - ETA: 5:32 - loss: 487.7463 - logits_profile_predictions_loss: 483.0989 - logcount_predictions_loss: 0.3443 21/2393 [..............................] - ETA: 5:32 - loss: 486.7981 - logits_profile_predictions_loss: 482.1420 - logcount_predictions_loss: 0.3449 22/2393 [..............................] - ETA: 5:32 - loss: 485.8687 - logits_profile_predictions_loss: 481.2068 - logcount_predictions_loss: 0.3453 23/2393 [..............................] - ETA: 5:32 - loss: 485.0285 - logits_profile_predictions_loss: 480.3634 - logcount_predictions_loss: 0.3456 24/2393 [..............................] - ETA: 5:31 - loss: 484.3041 - logits_profile_predictions_loss: 479.6362 - logcount_predictions_loss: 0.3458 25/2393 [..............................] - ETA: 5:31 - loss: 483.7333 - logits_profile_predictions_loss: 479.0623 - logcount_predictions_loss: 0.3460 26/2393 [..............................] - ETA: 5:31 - loss: 483.1499 - logits_profile_predictions_loss: 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val_logits_profile_predictions_loss: 527.6297 - val_logcount_predictions_loss: 0.3209 Epoch 00003: val_loss improved from 538.32074 to 531.96246, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 4/50 1/2393 [..............................] - ETA: 6:14 - loss: 437.9757 - logits_profile_predictions_loss: 434.7896 - logcount_predictions_loss: 0.2360 2/2393 [..............................] - ETA: 5:35 - loss: 442.4676 - logits_profile_predictions_loss: 439.1883 - logcount_predictions_loss: 0.2429 3/2393 [..............................] - ETA: 5:35 - loss: 442.6667 - logits_profile_predictions_loss: 439.3094 - logcount_predictions_loss: 0.2487 4/2393 [..............................] - ETA: 5:35 - loss: 446.4401 - logits_profile_predictions_loss: 442.9092 - logcount_predictions_loss: 0.2615 5/2393 [..............................] - ETA: 5:34 - loss: 448.4428 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:36 - loss: 459.6192 - logits_profile_predictions_loss: 455.1983 - logcount_predictions_loss: 0.3275 424/2393 [====>.........................] - ETA: 4:35 - loss: 459.6239 - logits_profile_predictions_loss: 455.2031 - logcount_predictions_loss: 0.3275 425/2393 [====>.........................] - ETA: 4:35 - loss: 459.6283 - logits_profile_predictions_loss: 455.2075 - logcount_predictions_loss: 0.3275 426/2393 [====>.........................] - ETA: 4:35 - loss: 459.6327 - logits_profile_predictions_loss: 455.2120 - logcount_predictions_loss: 0.3275 427/2393 [====>.........................] - ETA: 4:35 - loss: 459.6371 - logits_profile_predictions_loss: 455.2164 - logcount_predictions_loss: 0.3275 428/2393 [====>.........................] - ETA: 4:35 - loss: 459.6412 - logits_profile_predictions_loss: 455.2206 - logcount_predictions_loss: 0.3275 429/2393 [====>.........................] - ETA: 4:35 - loss: 459.6451 - logits_profile_predictions_loss: 455.2244 - logcount_predictions_loss: 0.3274 430/2393 [====>.........................] - ETA: 4:35 - loss: 459.6486 - logits_profile_predictions_loss: 455.2281 - logcount_predictions_loss: 0.3274 431/2393 [====>.........................] - ETA: 4:34 - loss: 459.6523 - logits_profile_predictions_loss: 455.2317 - logcount_predictions_loss: 0.3274 432/2393 [====>.........................] - ETA: 4:34 - loss: 459.6559 - logits_profile_predictions_loss: 455.2355 - logcount_predictions_loss: 0.3274 433/2393 [====>.........................] - ETA: 4:34 - loss: 459.6595 - logits_profile_predictions_loss: 455.2391 - logcount_predictions_loss: 0.3274 434/2393 [====>.........................] - ETA: 4:34 - loss: 459.6632 - logits_profile_predictions_loss: 455.2429 - logcount_predictions_loss: 0.3274 435/2393 [====>.........................] - ETA: 4:34 - loss: 459.6667 - logits_profile_predictions_loss: 455.2465 - logcount_predictions_loss: 0.3274 436/2393 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[============================>.] - ETA: 0s - loss: 460.3744 - logits_profile_predictions_loss: 455.9959 - logcount_predictions_loss: 0.3243 2388/2393 [============================>.] - ETA: 0s - loss: 460.3742 - logits_profile_predictions_loss: 455.9956 - logcount_predictions_loss: 0.3243 2389/2393 [============================>.] - ETA: 0s - loss: 460.3740 - logits_profile_predictions_loss: 455.9954 - logcount_predictions_loss: 0.3243 2390/2393 [============================>.] - ETA: 0s - loss: 460.3737 - logits_profile_predictions_loss: 455.9952 - logcount_predictions_loss: 0.3243 2391/2393 [============================>.] - ETA: 0s - loss: 460.3735 - logits_profile_predictions_loss: 455.9950 - logcount_predictions_loss: 0.3243 2392/2393 [============================>.] - ETA: 0s - loss: 460.3733 - logits_profile_predictions_loss: 455.9948 - logcount_predictions_loss: 0.3243 2393/2393 [==============================] - ETA: 0s - loss: 460.3731 - logits_profile_predictions_loss: 455.9946 - logcount_predictions_loss: 0.3243 2393/2393 [==============================] - 355s 148ms/step - loss: 460.3728 - logits_profile_predictions_loss: 455.9944 - logcount_predictions_loss: 0.3243 - val_loss: 533.6921 - val_logits_profile_predictions_loss: 529.6980 - val_logcount_predictions_loss: 0.2959 Epoch 00004: val_loss did not improve from 531.96246 Epoch 5/50 1/2393 [..............................] - ETA: 6:16 - loss: 461.7978 - logits_profile_predictions_loss: 457.8851 - logcount_predictions_loss: 0.2898 2/2393 [..............................] - ETA: 5:41 - loss: 446.6016 - logits_profile_predictions_loss: 442.3447 - logcount_predictions_loss: 0.3153 3/2393 [..............................] - ETA: 5:38 - loss: 442.0154 - logits_profile_predictions_loss: 437.7913 - logcount_predictions_loss: 0.3129 4/2393 [..............................] - ETA: 5:36 - loss: 442.0355 - logits_profile_predictions_loss: 437.7809 - logcount_predictions_loss: 0.3152 5/2393 [..............................] - ETA: 5:35 - loss: 444.8918 - logits_profile_predictions_loss: 440.6280 - logcount_predictions_loss: 0.3158 6/2393 [..............................] - ETA: 5:35 - loss: 445.4978 - logits_profile_predictions_loss: 441.2345 - logcount_predictions_loss: 0.3158 7/2393 [..............................] - ETA: 5:34 - loss: 446.8440 - logits_profile_predictions_loss: 442.5698 - logcount_predictions_loss: 0.3166 8/2393 [..............................] - ETA: 5:34 - loss: 447.7553 - logits_profile_predictions_loss: 443.4687 - logcount_predictions_loss: 0.3175 9/2393 [..............................] - ETA: 5:34 - loss: 448.9655 - logits_profile_predictions_loss: 444.6518 - logcount_predictions_loss: 0.3195 10/2393 [..............................] - ETA: 5:34 - loss: 450.1692 - logits_profile_predictions_loss: 445.8384 - logcount_predictions_loss: 0.3208 11/2393 [..............................] - ETA: 5:33 - loss: 451.1070 - logits_profile_predictions_loss: 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loss: 453.9395 - logits_profile_predictions_loss: 449.5721 - logcount_predictions_loss: 0.3235 19/2393 [..............................] - ETA: 5:32 - loss: 453.9393 - logits_profile_predictions_loss: 449.5670 - logcount_predictions_loss: 0.3239 20/2393 [..............................] - ETA: 5:32 - loss: 454.0648 - logits_profile_predictions_loss: 449.6855 - logcount_predictions_loss: 0.3244 21/2393 [..............................] - ETA: 5:32 - loss: 453.9910 - logits_profile_predictions_loss: 449.6073 - logcount_predictions_loss: 0.3247 22/2393 [..............................] - ETA: 5:32 - loss: 453.8720 - logits_profile_predictions_loss: 449.4826 - logcount_predictions_loss: 0.3251 23/2393 [..............................] - ETA: 5:32 - loss: 453.9134 - logits_profile_predictions_loss: 449.5191 - logcount_predictions_loss: 0.3255 24/2393 [..............................] - ETA: 5:31 - loss: 453.9102 - logits_profile_predictions_loss: 449.5111 - logcount_predictions_loss: 0.3259 25/2393 [..............................] - ETA: 5:31 - loss: 453.7558 - logits_profile_predictions_loss: 449.3529 - logcount_predictions_loss: 0.3261 26/2393 [..............................] - ETA: 5:31 - loss: 453.6844 - logits_profile_predictions_loss: 449.2798 - logcount_predictions_loss: 0.3263 27/2393 [..............................] - ETA: 5:31 - loss: 453.5817 - logits_profile_predictions_loss: 449.1762 - logcount_predictions_loss: 0.3263 28/2393 [..............................] - ETA: 5:31 - loss: 453.5181 - logits_profile_predictions_loss: 449.1110 - logcount_predictions_loss: 0.3264 29/2393 [..............................] - ETA: 5:31 - loss: 453.5018 - logits_profile_predictions_loss: 449.0927 - logcount_predictions_loss: 0.3266 30/2393 [..............................] - ETA: 5:31 - loss: 453.5470 - logits_profile_predictions_loss: 449.1356 - logcount_predictions_loss: 0.3268 31/2393 [..............................] - ETA: 5:30 - loss: 453.5871 - 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[..............................] - ETA: 5:29 - loss: 454.2795 - logits_profile_predictions_loss: 449.8741 - logcount_predictions_loss: 0.3263 39/2393 [..............................] - ETA: 5:29 - loss: 454.3486 - logits_profile_predictions_loss: 449.9437 - logcount_predictions_loss: 0.3263 40/2393 [..............................] - ETA: 5:29 - loss: 454.4208 - logits_profile_predictions_loss: 450.0154 - logcount_predictions_loss: 0.3263 41/2393 [..............................] - ETA: 5:29 - loss: 454.5368 - logits_profile_predictions_loss: 450.1297 - logcount_predictions_loss: 0.3265 42/2393 [..............................] - ETA: 5:29 - loss: 454.6413 - logits_profile_predictions_loss: 450.2321 - logcount_predictions_loss: 0.3266 43/2393 [..............................] - ETA: 5:29 - loss: 454.7276 - logits_profile_predictions_loss: 450.3162 - logcount_predictions_loss: 0.3268 44/2393 [..............................] - ETA: 5:29 - loss: 454.7480 - logits_profile_predictions_loss: 450.3345 - logcount_predictions_loss: 0.3269 45/2393 [..............................] - ETA: 5:28 - loss: 454.7848 - logits_profile_predictions_loss: 450.3695 - logcount_predictions_loss: 0.3271 46/2393 [..............................] - ETA: 5:28 - loss: 454.8328 - logits_profile_predictions_loss: 450.4161 - logcount_predictions_loss: 0.3272 47/2393 [..............................] - ETA: 5:28 - loss: 454.8588 - logits_profile_predictions_loss: 450.4403 - logcount_predictions_loss: 0.3273 48/2393 [..............................] - ETA: 5:28 - loss: 454.8894 - logits_profile_predictions_loss: 450.4690 - logcount_predictions_loss: 0.3274 49/2393 [..............................] - ETA: 5:28 - loss: 454.9109 - logits_profile_predictions_loss: 450.4884 - logcount_predictions_loss: 0.3276 50/2393 [..............................] - ETA: 5:28 - loss: 454.9233 - logits_profile_predictions_loss: 450.4991 - logcount_predictions_loss: 0.3277 51/2393 [..............................] - ETA: 5:28 - loss: 454.9220 - logits_profile_predictions_loss: 450.4961 - logcount_predictions_loss: 0.3278 52/2393 [..............................] - ETA: 5:28 - loss: 454.9263 - logits_profile_predictions_loss: 450.4983 - logcount_predictions_loss: 0.3280 53/2393 [..............................] - ETA: 5:27 - loss: 454.9024 - logits_profile_predictions_loss: 450.4720 - logcount_predictions_loss: 0.3282 54/2393 [..............................] - ETA: 5:27 - loss: 454.8672 - logits_profile_predictions_loss: 450.4343 - logcount_predictions_loss: 0.3284 55/2393 [..............................] - ETA: 5:27 - loss: 454.8354 - logits_profile_predictions_loss: 450.4006 - logcount_predictions_loss: 0.3285 56/2393 [..............................] - ETA: 5:27 - loss: 454.8119 - logits_profile_predictions_loss: 450.3753 - logcount_predictions_loss: 0.3286 57/2393 [..............................] - ETA: 5:27 - loss: 454.7771 - logits_profile_predictions_loss: 450.3392 - logcount_predictions_loss: 0.3287 58/2393 [..............................] - ETA: 5:27 - loss: 454.7518 - logits_profile_predictions_loss: 450.3127 - logcount_predictions_loss: 0.3288 59/2393 [..............................] - ETA: 5:27 - loss: 454.7229 - logits_profile_predictions_loss: 450.2831 - logcount_predictions_loss: 0.3289 60/2393 [..............................] - ETA: 5:26 - loss: 454.7074 - logits_profile_predictions_loss: 450.2666 - logcount_predictions_loss: 0.3289 61/2393 [..............................] - ETA: 5:26 - loss: 454.6949 - logits_profile_predictions_loss: 450.2536 - logcount_predictions_loss: 0.3290 62/2393 [..............................] - ETA: 5:26 - loss: 454.6898 - logits_profile_predictions_loss: 450.2470 - logcount_predictions_loss: 0.3291 63/2393 [..............................] - ETA: 5:26 - loss: 454.6911 - logits_profile_predictions_loss: 450.2469 - logcount_predictions_loss: 0.3292 64/2393 [..............................] - ETA: 5:26 - loss: 454.6917 - logits_profile_predictions_loss: 450.2464 - logcount_predictions_loss: 0.3293 65/2393 [..............................] - ETA: 5:26 - loss: 454.6736 - logits_profile_predictions_loss: 450.2275 - logcount_predictions_loss: 0.3293 66/2393 [..............................] - ETA: 5:26 - loss: 454.6632 - logits_profile_predictions_loss: 450.2164 - logcount_predictions_loss: 0.3294 67/2393 [..............................] - ETA: 5:25 - loss: 454.6363 - logits_profile_predictions_loss: 450.1890 - logcount_predictions_loss: 0.3294 68/2393 [..............................] - ETA: 5:25 - loss: 454.6166 - logits_profile_predictions_loss: 450.1687 - logcount_predictions_loss: 0.3295 69/2393 [..............................] - ETA: 5:25 - loss: 454.6006 - logits_profile_predictions_loss: 450.1521 - logcount_predictions_loss: 0.3295 70/2393 [..............................] - ETA: 5:25 - loss: 454.5756 - logits_profile_predictions_loss: 450.1264 - logcount_predictions_loss: 0.3296 71/2393 [..............................] - ETA: 5:25 - loss: 454.5541 - logits_profile_predictions_loss: 450.1045 - logcount_predictions_loss: 0.3296 72/2393 [..............................] - ETA: 5:25 - loss: 454.5320 - logits_profile_predictions_loss: 450.0822 - logcount_predictions_loss: 0.3296 73/2393 [..............................] - ETA: 5:25 - loss: 454.5120 - logits_profile_predictions_loss: 450.0621 - logcount_predictions_loss: 0.3296 74/2393 [..............................] - ETA: 5:24 - loss: 454.4990 - logits_profile_predictions_loss: 450.0488 - logcount_predictions_loss: 0.3296 75/2393 [..............................] - ETA: 5:24 - loss: 454.4756 - logits_profile_predictions_loss: 450.0255 - logcount_predictions_loss: 0.3296 76/2393 [..............................] - ETA: 5:24 - loss: 454.4509 - logits_profile_predictions_loss: 450.0008 - logcount_predictions_loss: 0.3296 77/2393 [..............................] - ETA: 5:24 - loss: 454.4201 - logits_profile_predictions_loss: 449.9702 - logcount_predictions_loss: 0.3296 78/2393 [..............................] - ETA: 5:24 - loss: 454.3923 - logits_profile_predictions_loss: 449.9428 - logcount_predictions_loss: 0.3296 79/2393 [..............................] - ETA: 5:24 - loss: 454.3716 - logits_profile_predictions_loss: 449.9228 - logcount_predictions_loss: 0.3295 80/2393 [>.............................] - ETA: 5:24 - loss: 454.3385 - logits_profile_predictions_loss: 449.8906 - logcount_predictions_loss: 0.3295 81/2393 [>.............................] - ETA: 5:23 - loss: 454.3049 - logits_profile_predictions_loss: 449.8578 - logcount_predictions_loss: 0.3294 82/2393 [>.............................] - ETA: 5:23 - loss: 454.2692 - logits_profile_predictions_loss: 449.8227 - logcount_predictions_loss: 0.3294 83/2393 [>.............................] - ETA: 5:23 - loss: 454.2357 - logits_profile_predictions_loss: 449.7898 - logcount_predictions_loss: 0.3293 84/2393 [>.............................] - ETA: 5:23 - 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91/2393 [>.............................] - ETA: 5:22 - loss: 454.0068 - logits_profile_predictions_loss: 449.5631 - logcount_predictions_loss: 0.3292 92/2393 [>.............................] - ETA: 5:22 - loss: 453.9823 - logits_profile_predictions_loss: 449.5388 - logcount_predictions_loss: 0.3292 93/2393 [>.............................] - ETA: 5:22 - loss: 453.9585 - logits_profile_predictions_loss: 449.5151 - logcount_predictions_loss: 0.3291 94/2393 [>.............................] - ETA: 5:22 - loss: 453.9406 - logits_profile_predictions_loss: 449.4973 - logcount_predictions_loss: 0.3291 95/2393 [>.............................] - ETA: 5:22 - loss: 453.9279 - logits_profile_predictions_loss: 449.4848 - logcount_predictions_loss: 0.3291 96/2393 [>.............................] - ETA: 5:21 - loss: 453.9088 - logits_profile_predictions_loss: 449.4659 - logcount_predictions_loss: 0.3291 97/2393 [>.............................] - ETA: 5:21 - loss: 453.8876 - 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[>.............................] - ETA: 5:20 - loss: 453.8374 - logits_profile_predictions_loss: 449.3980 - logcount_predictions_loss: 0.3288 105/2393 [>.............................] - ETA: 5:20 - loss: 453.8526 - logits_profile_predictions_loss: 449.4139 - logcount_predictions_loss: 0.3288 106/2393 [>.............................] - ETA: 5:20 - loss: 453.8637 - logits_profile_predictions_loss: 449.4258 - logcount_predictions_loss: 0.3287 107/2393 [>.............................] - ETA: 5:20 - loss: 453.8783 - logits_profile_predictions_loss: 449.4413 - logcount_predictions_loss: 0.3287 108/2393 [>.............................] - ETA: 5:20 - loss: 453.8970 - logits_profile_predictions_loss: 449.4609 - logcount_predictions_loss: 0.3286 109/2393 [>.............................] - ETA: 5:20 - loss: 453.9116 - logits_profile_predictions_loss: 449.4765 - logcount_predictions_loss: 0.3285 110/2393 [>.............................] - ETA: 5:19 - loss: 453.9271 - 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[>.............................] - ETA: 5:18 - loss: 453.9822 - logits_profile_predictions_loss: 449.5562 - logcount_predictions_loss: 0.3279 118/2393 [>.............................] - ETA: 5:18 - loss: 453.9877 - logits_profile_predictions_loss: 449.5629 - logcount_predictions_loss: 0.3278 119/2393 [>.............................] - ETA: 5:18 - loss: 453.9932 - logits_profile_predictions_loss: 449.5697 - logcount_predictions_loss: 0.3277 120/2393 [>.............................] - ETA: 5:18 - loss: 453.9994 - logits_profile_predictions_loss: 449.5773 - logcount_predictions_loss: 0.3276 121/2393 [>.............................] - ETA: 5:18 - loss: 454.0088 - logits_profile_predictions_loss: 449.5880 - logcount_predictions_loss: 0.3275 122/2393 [>.............................] - ETA: 5:18 - loss: 454.0154 - logits_profile_predictions_loss: 449.5960 - logcount_predictions_loss: 0.3274 123/2393 [>.............................] - ETA: 5:18 - loss: 454.0250 - 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[============================>.] - ETA: 4s - loss: 458.0586 - logits_profile_predictions_loss: 453.8589 - logcount_predictions_loss: 0.3111 2361/2393 [============================>.] - ETA: 4s - loss: 458.0586 - logits_profile_predictions_loss: 453.8589 - logcount_predictions_loss: 0.3111 2362/2393 [============================>.] - ETA: 4s - loss: 458.0586 - logits_profile_predictions_loss: 453.8589 - logcount_predictions_loss: 0.3111 2363/2393 [============================>.] - ETA: 4s - loss: 458.0586 - logits_profile_predictions_loss: 453.8589 - logcount_predictions_loss: 0.3111 2364/2393 [============================>.] - ETA: 4s - loss: 458.0585 - logits_profile_predictions_loss: 453.8589 - logcount_predictions_loss: 0.3111 2365/2393 [============================>.] - ETA: 3s - loss: 458.0585 - logits_profile_predictions_loss: 453.8589 - logcount_predictions_loss: 0.3111 2366/2393 [============================>.] - ETA: 3s - loss: 458.0585 - logits_profile_predictions_loss: 453.8589 - logcount_predictions_loss: 0.3111 2367/2393 [============================>.] - ETA: 3s - loss: 458.0585 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3111 2368/2393 [============================>.] - ETA: 3s - loss: 458.0585 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3111 2369/2393 [============================>.] - ETA: 3s - loss: 458.0585 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3111 2370/2393 [============================>.] - ETA: 3s - loss: 458.0585 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3111 2371/2393 [============================>.] - ETA: 3s - loss: 458.0584 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3111 2372/2393 [============================>.] - ETA: 2s - loss: 458.0584 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3111 2373/2393 [============================>.] - ETA: 2s - loss: 458.0584 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3111 2374/2393 [============================>.] - ETA: 2s - loss: 458.0584 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3111 2375/2393 [============================>.] - ETA: 2s - loss: 458.0584 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3111 2376/2393 [============================>.] - ETA: 2s - loss: 458.0584 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3111 2377/2393 [============================>.] - ETA: 2s - loss: 458.0584 - logits_profile_predictions_loss: 453.8591 - logcount_predictions_loss: 0.3111 2378/2393 [============================>.] - ETA: 2s - loss: 458.0584 - logits_profile_predictions_loss: 453.8591 - logcount_predictions_loss: 0.3111 2379/2393 [============================>.] - ETA: 1s - loss: 458.0584 - logits_profile_predictions_loss: 453.8591 - logcount_predictions_loss: 0.3110 2380/2393 [============================>.] - ETA: 1s - loss: 458.0584 - logits_profile_predictions_loss: 453.8591 - logcount_predictions_loss: 0.3110 2381/2393 [============================>.] - ETA: 1s - loss: 458.0584 - logits_profile_predictions_loss: 453.8591 - logcount_predictions_loss: 0.3110 2382/2393 [============================>.] - ETA: 1s - loss: 458.0583 - logits_profile_predictions_loss: 453.8591 - logcount_predictions_loss: 0.3110 2383/2393 [============================>.] - ETA: 1s - loss: 458.0583 - logits_profile_predictions_loss: 453.8591 - logcount_predictions_loss: 0.3110 2384/2393 [============================>.] - ETA: 1s - loss: 458.0583 - logits_profile_predictions_loss: 453.8591 - logcount_predictions_loss: 0.3110 2385/2393 [============================>.] - ETA: 1s - loss: 458.0582 - logits_profile_predictions_loss: 453.8591 - logcount_predictions_loss: 0.3110 2386/2393 [============================>.] - ETA: 0s - loss: 458.0582 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3110 2387/2393 [============================>.] - ETA: 0s - loss: 458.0581 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3110 2388/2393 [============================>.] - ETA: 0s - loss: 458.0581 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3110 2389/2393 [============================>.] - ETA: 0s - loss: 458.0581 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3110 2390/2393 [============================>.] - ETA: 0s - loss: 458.0581 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3110 2391/2393 [============================>.] - ETA: 0s - loss: 458.0581 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3110 2392/2393 [============================>.] - ETA: 0s - loss: 458.0580 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3110 2393/2393 [==============================] - ETA: 0s - loss: 458.0580 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3110 2393/2393 [==============================] - 356s 149ms/step - loss: 458.0580 - logits_profile_predictions_loss: 453.8590 - logcount_predictions_loss: 0.3110 - val_loss: 532.8718 - val_logits_profile_predictions_loss: 529.0759 - val_logcount_predictions_loss: 0.2812 Epoch 00005: val_loss did not improve from 531.96246 Epoch 6/50 1/2393 [..............................] - ETA: 6:15 - loss: 455.3575 - logits_profile_predictions_loss: 451.9626 - logcount_predictions_loss: 0.2515 2/2393 [..............................] - ETA: 5:37 - loss: 441.6528 - logits_profile_predictions_loss: 437.6528 - logcount_predictions_loss: 0.2963 3/2393 [..............................] - ETA: 5:35 - loss: 445.5312 - logits_profile_predictions_loss: 441.4173 - logcount_predictions_loss: 0.3047 4/2393 [..............................] - ETA: 5:35 - loss: 448.3466 - logits_profile_predictions_loss: 444.1205 - logcount_predictions_loss: 0.3131 5/2393 [..............................] - ETA: 5:35 - loss: 449.0173 - logits_profile_predictions_loss: 444.7473 - logcount_predictions_loss: 0.3163 6/2393 [..............................] - ETA: 5:35 - loss: 449.2857 - logits_profile_predictions_loss: 444.9983 - logcount_predictions_loss: 0.3176 7/2393 [..............................] - ETA: 5:34 - loss: 449.6577 - logits_profile_predictions_loss: 445.3823 - logcount_predictions_loss: 0.3167 8/2393 [..............................] - ETA: 5:34 - loss: 451.0053 - logits_profile_predictions_loss: 446.7413 - logcount_predictions_loss: 0.3159 9/2393 [..............................] - ETA: 5:34 - loss: 451.7364 - logits_profile_predictions_loss: 447.4940 - logcount_predictions_loss: 0.3143 10/2393 [..............................] - ETA: 5:34 - loss: 452.3617 - logits_profile_predictions_loss: 448.1375 - logcount_predictions_loss: 0.3129 11/2393 [..............................] - ETA: 5:34 - loss: 452.7101 - logits_profile_predictions_loss: 448.4894 - logcount_predictions_loss: 0.3126 12/2393 [..............................] - ETA: 5:33 - loss: 452.6482 - logits_profile_predictions_loss: 448.4300 - logcount_predictions_loss: 0.3125 13/2393 [..............................] - ETA: 5:33 - loss: 452.5895 - logits_profile_predictions_loss: 448.3801 - logcount_predictions_loss: 0.3118 14/2393 [..............................] - ETA: 5:33 - loss: 452.2018 - logits_profile_predictions_loss: 448.0019 - logcount_predictions_loss: 0.3111 15/2393 [..............................] - ETA: 5:33 - loss: 451.8536 - logits_profile_predictions_loss: 447.6638 - logcount_predictions_loss: 0.3104 16/2393 [..............................] - ETA: 5:33 - loss: 451.6242 - logits_profile_predictions_loss: 447.4377 - logcount_predictions_loss: 0.3101 17/2393 [..............................] - ETA: 5:33 - loss: 451.6064 - logits_profile_predictions_loss: 447.4233 - logcount_predictions_loss: 0.3099 18/2393 [..............................] - ETA: 5:33 - loss: 451.5751 - logits_profile_predictions_loss: 447.3971 - logcount_predictions_loss: 0.3095 19/2393 [..............................] - ETA: 5:32 - loss: 451.5856 - logits_profile_predictions_loss: 447.4131 - logcount_predictions_loss: 0.3091 20/2393 [..............................] - ETA: 5:32 - loss: 451.5591 - logits_profile_predictions_loss: 447.3941 - logcount_predictions_loss: 0.3085 21/2393 [..............................] - ETA: 5:32 - loss: 451.6323 - logits_profile_predictions_loss: 447.4734 - logcount_predictions_loss: 0.3081 22/2393 [..............................] - ETA: 5:32 - loss: 451.6523 - logits_profile_predictions_loss: 447.5015 - logcount_predictions_loss: 0.3075 23/2393 [..............................] - ETA: 5:32 - loss: 451.5501 - logits_profile_predictions_loss: 447.4084 - logcount_predictions_loss: 0.3068 24/2393 [..............................] - ETA: 5:31 - loss: 451.3925 - logits_profile_predictions_loss: 447.2599 - logcount_predictions_loss: 0.3061 25/2393 [..............................] - ETA: 5:31 - loss: 451.3043 - logits_profile_predictions_loss: 447.1787 - logcount_predictions_loss: 0.3056 26/2393 [..............................] - ETA: 5:31 - loss: 451.1480 - logits_profile_predictions_loss: 447.0303 - logcount_predictions_loss: 0.3050 27/2393 [..............................] - ETA: 5:31 - loss: 451.1222 - logits_profile_predictions_loss: 447.0123 - logcount_predictions_loss: 0.3044 28/2393 [..............................] - ETA: 5:31 - loss: 451.0472 - logits_profile_predictions_loss: 446.9450 - logcount_predictions_loss: 0.3039 29/2393 [..............................] - ETA: 5:31 - loss: 450.9455 - logits_profile_predictions_loss: 446.8503 - logcount_predictions_loss: 0.3033 30/2393 [..............................] - ETA: 5:31 - loss: 450.8404 - logits_profile_predictions_loss: 446.7511 - logcount_predictions_loss: 0.3029 31/2393 [..............................] - ETA: 5:30 - loss: 450.7719 - logits_profile_predictions_loss: 446.6885 - logcount_predictions_loss: 0.3025 32/2393 [..............................] - ETA: 5:30 - loss: 450.6868 - logits_profile_predictions_loss: 446.6089 - logcount_predictions_loss: 0.3021 33/2393 [..............................] - ETA: 5:30 - loss: 450.6155 - logits_profile_predictions_loss: 446.5419 - logcount_predictions_loss: 0.3017 34/2393 [..............................] - ETA: 5:30 - loss: 450.5982 - logits_profile_predictions_loss: 446.5291 - logcount_predictions_loss: 0.3014 35/2393 [..............................] - ETA: 5:30 - loss: 450.6250 - logits_profile_predictions_loss: 446.5604 - logcount_predictions_loss: 0.3011 36/2393 [..............................] - ETA: 5:30 - loss: 450.7373 - logits_profile_predictions_loss: 446.6773 - logcount_predictions_loss: 0.3007 37/2393 [..............................] - ETA: 5:29 - loss: 450.8120 - logits_profile_predictions_loss: 446.7573 - logcount_predictions_loss: 0.3003 38/2393 [..............................] - ETA: 5:29 - loss: 450.8351 - logits_profile_predictions_loss: 446.7851 - logcount_predictions_loss: 0.3000 39/2393 [..............................] - ETA: 5:29 - loss: 450.9030 - logits_profile_predictions_loss: 446.8576 - logcount_predictions_loss: 0.2997 40/2393 [..............................] - ETA: 5:29 - loss: 450.9688 - logits_profile_predictions_loss: 446.9271 - logcount_predictions_loss: 0.2994 41/2393 [..............................] - ETA: 5:29 - loss: 451.0248 - logits_profile_predictions_loss: 446.9868 - logcount_predictions_loss: 0.2991 42/2393 [..............................] - ETA: 5:29 - loss: 451.1259 - logits_profile_predictions_loss: 447.0914 - logcount_predictions_loss: 0.2988 43/2393 [..............................] - ETA: 5:29 - loss: 451.2104 - logits_profile_predictions_loss: 447.1793 - logcount_predictions_loss: 0.2986 44/2393 [..............................] - ETA: 5:28 - loss: 451.3004 - logits_profile_predictions_loss: 447.2722 - logcount_predictions_loss: 0.2984 45/2393 [..............................] - ETA: 5:28 - loss: 451.4224 - logits_profile_predictions_loss: 447.3965 - logcount_predictions_loss: 0.2982 46/2393 [..............................] - ETA: 5:28 - loss: 451.5373 - logits_profile_predictions_loss: 447.5140 - logcount_predictions_loss: 0.2980 47/2393 [..............................] - ETA: 5:28 - loss: 451.6676 - logits_profile_predictions_loss: 447.6468 - logcount_predictions_loss: 0.2978 48/2393 [..............................] - ETA: 5:28 - loss: 451.7645 - logits_profile_predictions_loss: 447.7461 - logcount_predictions_loss: 0.2977 49/2393 [..............................] - ETA: 5:28 - loss: 451.8505 - logits_profile_predictions_loss: 447.8339 - logcount_predictions_loss: 0.2975 50/2393 [..............................] - ETA: 5:28 - loss: 451.9419 - logits_profile_predictions_loss: 447.9271 - logcount_predictions_loss: 0.2974 51/2393 [..............................] - ETA: 5:27 - loss: 452.0289 - logits_profile_predictions_loss: 448.0161 - logcount_predictions_loss: 0.2972 52/2393 [..............................] - ETA: 5:27 - loss: 452.1203 - logits_profile_predictions_loss: 448.1094 - logcount_predictions_loss: 0.2971 53/2393 [..............................] - ETA: 5:27 - loss: 452.2131 - logits_profile_predictions_loss: 448.2038 - logcount_predictions_loss: 0.2970 54/2393 [..............................] - ETA: 5:27 - loss: 452.3328 - logits_profile_predictions_loss: 448.3249 - logcount_predictions_loss: 0.2969 55/2393 [..............................] - ETA: 5:27 - loss: 452.4480 - logits_profile_predictions_loss: 448.4413 - logcount_predictions_loss: 0.2968 56/2393 [..............................] - ETA: 5:27 - loss: 452.5559 - logits_profile_predictions_loss: 448.5507 - logcount_predictions_loss: 0.2967 57/2393 [..............................] - ETA: 5:27 - loss: 452.6476 - logits_profile_predictions_loss: 448.6435 - logcount_predictions_loss: 0.2966 58/2393 [..............................] - ETA: 5:26 - loss: 452.7386 - logits_profile_predictions_loss: 448.7355 - logcount_predictions_loss: 0.2965 59/2393 [..............................] - ETA: 5:26 - loss: 452.8377 - logits_profile_predictions_loss: 448.8355 - logcount_predictions_loss: 0.2965 60/2393 [..............................] - ETA: 5:26 - loss: 452.9424 - logits_profile_predictions_loss: 448.9396 - logcount_predictions_loss: 0.2965 61/2393 [..............................] - ETA: 5:26 - loss: 453.0285 - logits_profile_predictions_loss: 449.0255 - logcount_predictions_loss: 0.2965 62/2393 [..............................] - ETA: 5:26 - loss: 453.1138 - logits_profile_predictions_loss: 449.1109 - logcount_predictions_loss: 0.2965 63/2393 [..............................] - ETA: 5:26 - loss: 453.2037 - logits_profile_predictions_loss: 449.2007 - logcount_predictions_loss: 0.2965 64/2393 [..............................] - ETA: 5:25 - loss: 453.3162 - logits_profile_predictions_loss: 449.3130 - logcount_predictions_loss: 0.2965 65/2393 [..............................] - ETA: 5:25 - loss: 453.4304 - logits_profile_predictions_loss: 449.4273 - logcount_predictions_loss: 0.2965 66/2393 [..............................] - ETA: 5:25 - loss: 453.5575 - logits_profile_predictions_loss: 449.5546 - logcount_predictions_loss: 0.2965 67/2393 [..............................] - ETA: 5:25 - loss: 453.6782 - logits_profile_predictions_loss: 449.6758 - logcount_predictions_loss: 0.2965 68/2393 [..............................] - ETA: 5:25 - loss: 453.7879 - logits_profile_predictions_loss: 449.7860 - logcount_predictions_loss: 0.2964 69/2393 [..............................] - ETA: 5:25 - loss: 453.9068 - logits_profile_predictions_loss: 449.9057 - logcount_predictions_loss: 0.2964 70/2393 [..............................] - ETA: 5:25 - loss: 454.0258 - logits_profile_predictions_loss: 450.0249 - logcount_predictions_loss: 0.2964 71/2393 [..............................] - ETA: 5:24 - loss: 454.1396 - logits_profile_predictions_loss: 450.1391 - logcount_predictions_loss: 0.2963 72/2393 [..............................] - ETA: 5:24 - loss: 454.2580 - logits_profile_predictions_loss: 450.2575 - logcount_predictions_loss: 0.2963 73/2393 [..............................] - ETA: 5:24 - loss: 454.3657 - logits_profile_predictions_loss: 450.3655 - logcount_predictions_loss: 0.2963 74/2393 [..............................] - ETA: 5:24 - loss: 454.4632 - logits_profile_predictions_loss: 450.4632 - logcount_predictions_loss: 0.2963 75/2393 [..............................] - ETA: 5:24 - loss: 454.5561 - logits_profile_predictions_loss: 450.5564 - logcount_predictions_loss: 0.2963 76/2393 [..............................] - ETA: 5:24 - loss: 454.6420 - logits_profile_predictions_loss: 450.6427 - logcount_predictions_loss: 0.2962 77/2393 [..............................] - ETA: 5:24 - loss: 454.7174 - logits_profile_predictions_loss: 450.7186 - logcount_predictions_loss: 0.2962 78/2393 [..............................] - ETA: 5:24 - loss: 454.7878 - logits_profile_predictions_loss: 450.7894 - logcount_predictions_loss: 0.2962 79/2393 [..............................] - ETA: 5:23 - loss: 454.8536 - logits_profile_predictions_loss: 450.8558 - logcount_predictions_loss: 0.2961 80/2393 [>.............................] - ETA: 5:23 - loss: 454.9107 - logits_profile_predictions_loss: 450.9133 - logcount_predictions_loss: 0.2961 81/2393 [>.............................] - ETA: 5:23 - loss: 454.9766 - logits_profile_predictions_loss: 450.9797 - logcount_predictions_loss: 0.2961 82/2393 [>.............................] - ETA: 5:23 - loss: 455.0331 - logits_profile_predictions_loss: 451.0368 - logcount_predictions_loss: 0.2960 83/2393 [>.............................] - ETA: 5:23 - loss: 455.0788 - logits_profile_predictions_loss: 451.0833 - logcount_predictions_loss: 0.2960 84/2393 [>.............................] - ETA: 5:23 - loss: 455.1273 - logits_profile_predictions_loss: 451.1327 - logcount_predictions_loss: 0.2959 85/2393 [>.............................] - ETA: 5:23 - loss: 455.1808 - logits_profile_predictions_loss: 451.1871 - logcount_predictions_loss: 0.2958 86/2393 [>.............................] - ETA: 5:22 - loss: 455.2338 - logits_profile_predictions_loss: 451.2409 - logcount_predictions_loss: 0.2958 87/2393 [>.............................] - ETA: 5:22 - loss: 455.2875 - logits_profile_predictions_loss: 451.2953 - logcount_predictions_loss: 0.2957 88/2393 [>.............................] - ETA: 5:22 - loss: 455.3293 - logits_profile_predictions_loss: 451.3378 - logcount_predictions_loss: 0.2957 89/2393 [>.............................] - ETA: 5:22 - loss: 455.3649 - logits_profile_predictions_loss: 451.3742 - logcount_predictions_loss: 0.2956 90/2393 [>.............................] - ETA: 5:22 - 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[============================>.] - ETA: 0s - loss: 456.1659 - logits_profile_predictions_loss: 452.1862 - logcount_predictions_loss: 0.2948 2387/2393 [============================>.] - ETA: 0s - loss: 456.1657 - logits_profile_predictions_loss: 452.1861 - logcount_predictions_loss: 0.2948 2388/2393 [============================>.] - ETA: 0s - loss: 456.1656 - logits_profile_predictions_loss: 452.1860 - logcount_predictions_loss: 0.2948 2389/2393 [============================>.] - ETA: 0s - loss: 456.1654 - logits_profile_predictions_loss: 452.1858 - logcount_predictions_loss: 0.2948 2390/2393 [============================>.] - ETA: 0s - loss: 456.1652 - logits_profile_predictions_loss: 452.1857 - logcount_predictions_loss: 0.2948 2391/2393 [============================>.] - ETA: 0s - loss: 456.1651 - logits_profile_predictions_loss: 452.1855 - logcount_predictions_loss: 0.2948 2392/2393 [============================>.] - ETA: 0s - loss: 456.1650 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:37 - loss: 403.5318 - logits_profile_predictions_loss: 399.9139 - logcount_predictions_loss: 0.2680 4/2393 [..............................] - ETA: 5:36 - loss: 410.1929 - logits_profile_predictions_loss: 406.5789 - logcount_predictions_loss: 0.2677 5/2393 [..............................] - ETA: 5:35 - loss: 414.6259 - logits_profile_predictions_loss: 411.0282 - logcount_predictions_loss: 0.2665 6/2393 [..............................] - ETA: 5:35 - loss: 417.8046 - logits_profile_predictions_loss: 414.2295 - logcount_predictions_loss: 0.2648 7/2393 [..............................] - ETA: 5:35 - loss: 420.1089 - logits_profile_predictions_loss: 416.5576 - logcount_predictions_loss: 0.2631 8/2393 [..............................] - ETA: 5:35 - loss: 422.5938 - logits_profile_predictions_loss: 419.0558 - logcount_predictions_loss: 0.2621 9/2393 [..............................] - ETA: 5:34 - loss: 424.3216 - logits_profile_predictions_loss: 420.8071 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[..............................] - ETA: 5:32 - loss: 440.5019 - logits_profile_predictions_loss: 436.9427 - logcount_predictions_loss: 0.2636 24/2393 [..............................] - ETA: 5:32 - loss: 440.8989 - logits_profile_predictions_loss: 437.3356 - logcount_predictions_loss: 0.2640 25/2393 [..............................] - ETA: 5:32 - loss: 441.3363 - logits_profile_predictions_loss: 437.7686 - logcount_predictions_loss: 0.2643 26/2393 [..............................] - ETA: 5:32 - loss: 441.8031 - logits_profile_predictions_loss: 438.2314 - logcount_predictions_loss: 0.2646 27/2393 [..............................] - ETA: 5:31 - loss: 442.2407 - logits_profile_predictions_loss: 438.6657 - logcount_predictions_loss: 0.2648 28/2393 [..............................] - ETA: 5:31 - loss: 442.6693 - logits_profile_predictions_loss: 439.0920 - logcount_predictions_loss: 0.2650 29/2393 [..............................] - ETA: 5:31 - loss: 443.0792 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:26 - loss: 448.9262 - logits_profile_predictions_loss: 445.2358 - logcount_predictions_loss: 0.2734 57/2393 [..............................] - ETA: 5:26 - loss: 449.0107 - logits_profile_predictions_loss: 445.3172 - logcount_predictions_loss: 0.2736 58/2393 [..............................] - ETA: 5:26 - loss: 449.0799 - logits_profile_predictions_loss: 445.3834 - logcount_predictions_loss: 0.2738 59/2393 [..............................] - ETA: 5:26 - loss: 449.1548 - logits_profile_predictions_loss: 445.4552 - logcount_predictions_loss: 0.2740 60/2393 [..............................] - ETA: 5:25 - loss: 449.2384 - logits_profile_predictions_loss: 445.5359 - logcount_predictions_loss: 0.2743 61/2393 [..............................] - ETA: 5:25 - loss: 449.3259 - logits_profile_predictions_loss: 445.6207 - logcount_predictions_loss: 0.2745 62/2393 [..............................] - ETA: 5:25 - loss: 449.4053 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 453.5263 - logits_profile_predictions_loss: 449.7483 - logcount_predictions_loss: 0.2798 2386/2393 [============================>.] - ETA: 0s - loss: 453.5264 - logits_profile_predictions_loss: 449.7485 - logcount_predictions_loss: 0.2798 2387/2393 [============================>.] - ETA: 0s - loss: 453.5266 - logits_profile_predictions_loss: 449.7486 - logcount_predictions_loss: 0.2798 2388/2393 [============================>.] - ETA: 0s - loss: 453.5267 - logits_profile_predictions_loss: 449.7487 - logcount_predictions_loss: 0.2798 2389/2393 [============================>.] - ETA: 0s - loss: 453.5269 - logits_profile_predictions_loss: 449.7489 - logcount_predictions_loss: 0.2798 2390/2393 [============================>.] - ETA: 0s - loss: 453.5270 - logits_profile_predictions_loss: 449.7490 - logcount_predictions_loss: 0.2798 2391/2393 [============================>.] - ETA: 0s - loss: 453.5271 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:35 - loss: 437.4754 - logits_profile_predictions_loss: 433.4775 - logcount_predictions_loss: 0.2961 4/2393 [..............................] - ETA: 5:34 - loss: 441.9658 - logits_profile_predictions_loss: 437.7245 - logcount_predictions_loss: 0.3142 5/2393 [..............................] - ETA: 5:34 - loss: 443.4655 - logits_profile_predictions_loss: 439.0800 - logcount_predictions_loss: 0.3249 6/2393 [..............................] - ETA: 5:34 - loss: 443.7956 - logits_profile_predictions_loss: 439.3343 - logcount_predictions_loss: 0.3305 7/2393 [..............................] - ETA: 5:34 - loss: 444.2941 - logits_profile_predictions_loss: 439.8325 - logcount_predictions_loss: 0.3305 8/2393 [..............................] - ETA: 5:34 - loss: 444.4106 - logits_profile_predictions_loss: 439.9761 - logcount_predictions_loss: 0.3285 9/2393 [..............................] - ETA: 5:34 - loss: 444.8737 - logits_profile_predictions_loss: 440.4773 - logcount_predictions_loss: 0.3257 10/2393 [..............................] - ETA: 5:34 - loss: 445.0688 - logits_profile_predictions_loss: 440.7138 - logcount_predictions_loss: 0.3226 11/2393 [..............................] - ETA: 5:33 - loss: 445.1063 - logits_profile_predictions_loss: 440.7981 - logcount_predictions_loss: 0.3191 12/2393 [..............................] - ETA: 5:33 - loss: 444.9043 - logits_profile_predictions_loss: 440.6329 - logcount_predictions_loss: 0.3164 13/2393 [..............................] - ETA: 5:33 - loss: 444.7770 - logits_profile_predictions_loss: 440.5357 - logcount_predictions_loss: 0.3142 14/2393 [..............................] - ETA: 5:33 - loss: 444.7842 - logits_profile_predictions_loss: 440.5660 - logcount_predictions_loss: 0.3125 15/2393 [..............................] - ETA: 5:33 - loss: 444.9535 - logits_profile_predictions_loss: 440.7622 - logcount_predictions_loss: 0.3105 16/2393 [..............................] - ETA: 5:33 - loss: 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[..............................] - ETA: 5:32 - loss: 446.6095 - logits_profile_predictions_loss: 442.5214 - logcount_predictions_loss: 0.3028 24/2393 [..............................] - ETA: 5:32 - loss: 446.6357 - logits_profile_predictions_loss: 442.5585 - logcount_predictions_loss: 0.3020 25/2393 [..............................] - ETA: 5:31 - loss: 446.7675 - logits_profile_predictions_loss: 442.7005 - logcount_predictions_loss: 0.3013 26/2393 [..............................] - ETA: 5:31 - loss: 446.9928 - logits_profile_predictions_loss: 442.9347 - logcount_predictions_loss: 0.3006 27/2393 [..............................] - ETA: 5:31 - loss: 447.3699 - logits_profile_predictions_loss: 443.3205 - logcount_predictions_loss: 0.3000 28/2393 [..............................] - ETA: 5:31 - loss: 447.7392 - logits_profile_predictions_loss: 443.6961 - logcount_predictions_loss: 0.2995 29/2393 [..............................] - ETA: 5:31 - loss: 448.1163 - logits_profile_predictions_loss: 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[============================>.] - ETA: 10s - loss: 452.1212 - logits_profile_predictions_loss: 448.4035 - logcount_predictions_loss: 0.2754 2320/2393 [============================>.] - ETA: 10s - loss: 452.1212 - logits_profile_predictions_loss: 448.4036 - logcount_predictions_loss: 0.2754 2321/2393 [============================>.] - ETA: 10s - loss: 452.1213 - logits_profile_predictions_loss: 448.4037 - logcount_predictions_loss: 0.2754 2322/2393 [============================>.] - ETA: 9s - loss: 452.1214 - logits_profile_predictions_loss: 448.4038 - logcount_predictions_loss: 0.2754  2323/2393 [============================>.] - ETA: 9s - loss: 452.1214 - logits_profile_predictions_loss: 448.4038 - logcount_predictions_loss: 0.2754 2324/2393 [============================>.] - ETA: 9s - loss: 452.1215 - logits_profile_predictions_loss: 448.4039 - logcount_predictions_loss: 0.2754 2325/2393 [============================>.] - ETA: 9s - loss: 452.1216 - logits_profile_predictions_loss: 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[============================>.] - ETA: 5s - loss: 452.1238 - logits_profile_predictions_loss: 448.4068 - logcount_predictions_loss: 0.2754 2353/2393 [============================>.] - ETA: 5s - loss: 452.1239 - logits_profile_predictions_loss: 448.4069 - logcount_predictions_loss: 0.2754 2354/2393 [============================>.] - ETA: 5s - loss: 452.1240 - logits_profile_predictions_loss: 448.4071 - logcount_predictions_loss: 0.2754 2355/2393 [============================>.] - ETA: 5s - loss: 452.1242 - logits_profile_predictions_loss: 448.4072 - logcount_predictions_loss: 0.2753 2356/2393 [============================>.] - ETA: 5s - loss: 452.1243 - logits_profile_predictions_loss: 448.4074 - logcount_predictions_loss: 0.2753 2357/2393 [============================>.] - ETA: 5s - loss: 452.1245 - logits_profile_predictions_loss: 448.4075 - logcount_predictions_loss: 0.2753 2358/2393 [============================>.] - ETA: 4s - loss: 452.1246 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 452.1287 - logits_profile_predictions_loss: 448.4122 - logcount_predictions_loss: 0.2753 2386/2393 [============================>.] - ETA: 0s - loss: 452.1288 - logits_profile_predictions_loss: 448.4124 - logcount_predictions_loss: 0.2753 2387/2393 [============================>.] - ETA: 0s - loss: 452.1289 - logits_profile_predictions_loss: 448.4125 - logcount_predictions_loss: 0.2753 2388/2393 [============================>.] - ETA: 0s - loss: 452.1291 - logits_profile_predictions_loss: 448.4127 - logcount_predictions_loss: 0.2753 2389/2393 [============================>.] - ETA: 0s - loss: 452.1292 - logits_profile_predictions_loss: 448.4129 - logcount_predictions_loss: 0.2753 2390/2393 [============================>.] - ETA: 0s - loss: 452.1293 - logits_profile_predictions_loss: 448.4130 - logcount_predictions_loss: 0.2753 2391/2393 [============================>.] - ETA: 0s - loss: 452.1295 - logits_profile_predictions_loss: 448.4132 - logcount_predictions_loss: 0.2753 2392/2393 [============================>.] - ETA: 0s - loss: 452.1296 - logits_profile_predictions_loss: 448.4133 - logcount_predictions_loss: 0.2753 2393/2393 [==============================] - ETA: 0s - loss: 452.1298 - logits_profile_predictions_loss: 448.4135 - logcount_predictions_loss: 0.2753 2393/2393 [==============================] - 355s 148ms/step - loss: 452.1299 - logits_profile_predictions_loss: 448.4136 - logcount_predictions_loss: 0.2753 - val_loss: 530.3249 - val_logits_profile_predictions_loss: 526.6526 - val_logcount_predictions_loss: 0.2720 Epoch 00008: val_loss did not improve from 527.79883 Epoch 9/50 1/2393 [..............................] - ETA: 6:15 - loss: 451.3637 - logits_profile_predictions_loss: 449.2982 - logcount_predictions_loss: 0.1530 2/2393 [..............................] - ETA: 5:34 - loss: 452.3975 - logits_profile_predictions_loss: 450.0040 - logcount_predictions_loss: 0.1773 3/2393 [..............................] - ETA: 5:34 - loss: 451.1854 - logits_profile_predictions_loss: 448.6854 - logcount_predictions_loss: 0.1852 4/2393 [..............................] - ETA: 5:34 - loss: 451.7166 - logits_profile_predictions_loss: 449.0539 - logcount_predictions_loss: 0.1972 5/2393 [..............................] - ETA: 5:34 - loss: 453.5658 - logits_profile_predictions_loss: 450.8050 - logcount_predictions_loss: 0.2045 6/2393 [..............................] - ETA: 5:34 - loss: 453.8488 - logits_profile_predictions_loss: 451.0522 - logcount_predictions_loss: 0.2072 7/2393 [..............................] - ETA: 5:34 - loss: 454.2735 - logits_profile_predictions_loss: 451.4630 - logcount_predictions_loss: 0.2082 8/2393 [..............................] - ETA: 5:34 - loss: 455.2511 - logits_profile_predictions_loss: 452.4308 - logcount_predictions_loss: 0.2089 9/2393 [..............................] - ETA: 5:33 - loss: 456.1637 - logits_profile_predictions_loss: 453.3301 - logcount_predictions_loss: 0.2099 10/2393 [..............................] - ETA: 5:33 - loss: 456.6552 - logits_profile_predictions_loss: 453.8041 - logcount_predictions_loss: 0.2112 11/2393 [..............................] - ETA: 5:33 - loss: 457.2549 - logits_profile_predictions_loss: 454.3879 - logcount_predictions_loss: 0.2124 12/2393 [..............................] - ETA: 5:33 - loss: 457.9154 - logits_profile_predictions_loss: 455.0286 - logcount_predictions_loss: 0.2138 13/2393 [..............................] - ETA: 5:33 - loss: 458.4499 - logits_profile_predictions_loss: 455.5448 - logcount_predictions_loss: 0.2152 14/2393 [..............................] - ETA: 5:33 - loss: 458.9778 - logits_profile_predictions_loss: 456.0501 - logcount_predictions_loss: 0.2169 15/2393 [..............................] - ETA: 5:32 - loss: 459.3955 - logits_profile_predictions_loss: 456.4497 - logcount_predictions_loss: 0.2182 16/2393 [..............................] - ETA: 5:32 - loss: 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448.1354 - logcount_predictions_loss: 0.2627 2392/2393 [============================>.] - ETA: 0s - loss: 451.6812 - logits_profile_predictions_loss: 448.1352 - logcount_predictions_loss: 0.2627 2393/2393 [==============================] - ETA: 0s - loss: 451.6810 - logits_profile_predictions_loss: 448.1350 - logcount_predictions_loss: 0.2627 2393/2393 [==============================] - 355s 148ms/step - loss: 451.6808 - logits_profile_predictions_loss: 448.1348 - logcount_predictions_loss: 0.2627 - val_loss: 531.0689 - val_logits_profile_predictions_loss: 527.5002 - val_logcount_predictions_loss: 0.2643 Epoch 00009: val_loss did not improve from 527.79883 Epoch 10/50 1/2393 [..............................] - ETA: 6:13 - loss: 425.4111 - logits_profile_predictions_loss: 423.1101 - logcount_predictions_loss: 0.1704 2/2393 [..............................] - ETA: 5:39 - loss: 425.3196 - logits_profile_predictions_loss: 423.0096 - logcount_predictions_loss: 0.1711 3/2393 [..............................] - ETA: 5:37 - loss: 432.5026 - logits_profile_predictions_loss: 430.1746 - logcount_predictions_loss: 0.1724 4/2393 [..............................] - ETA: 5:36 - loss: 433.6307 - logits_profile_predictions_loss: 431.1103 - logcount_predictions_loss: 0.1867 5/2393 [..............................] - ETA: 5:35 - loss: 435.0288 - logits_profile_predictions_loss: 432.4060 - logcount_predictions_loss: 0.1943 6/2393 [..............................] - ETA: 5:35 - loss: 435.6160 - logits_profile_predictions_loss: 432.9212 - logcount_predictions_loss: 0.1996 7/2393 [..............................] - ETA: 5:35 - loss: 437.1201 - logits_profile_predictions_loss: 434.3511 - logcount_predictions_loss: 0.2051 8/2393 [..............................] - ETA: 5:34 - loss: 438.6727 - logits_profile_predictions_loss: 435.8610 - logcount_predictions_loss: 0.2083 9/2393 [..............................] - ETA: 5:34 - loss: 439.2221 - logits_profile_predictions_loss: 436.3723 - logcount_predictions_loss: 0.2111 10/2393 [..............................] - ETA: 5:34 - loss: 439.9750 - logits_profile_predictions_loss: 437.0965 - logcount_predictions_loss: 0.2132 11/2393 [..............................] - ETA: 5:33 - loss: 441.4578 - logits_profile_predictions_loss: 438.5552 - logcount_predictions_loss: 0.2150 12/2393 [..............................] - ETA: 5:33 - loss: 442.6151 - logits_profile_predictions_loss: 439.6818 - logcount_predictions_loss: 0.2173 13/2393 [..............................] - ETA: 5:33 - loss: 443.5532 - logits_profile_predictions_loss: 440.5932 - logcount_predictions_loss: 0.2193 14/2393 [..............................] - ETA: 5:33 - loss: 444.2053 - logits_profile_predictions_loss: 441.2259 - logcount_predictions_loss: 0.2207 15/2393 [..............................] - ETA: 5:33 - loss: 444.8049 - logits_profile_predictions_loss: 441.8047 - logcount_predictions_loss: 0.2222 16/2393 [..............................] - ETA: 5:32 - loss: 445.0976 - logits_profile_predictions_loss: 442.0784 - logcount_predictions_loss: 0.2236 17/2393 [..............................] - ETA: 5:32 - loss: 445.3880 - logits_profile_predictions_loss: 442.3460 - logcount_predictions_loss: 0.2253 18/2393 [..............................] - ETA: 5:32 - loss: 445.5574 - logits_profile_predictions_loss: 442.4971 - logcount_predictions_loss: 0.2267 19/2393 [..............................] - ETA: 5:32 - loss: 445.6861 - logits_profile_predictions_loss: 442.6113 - logcount_predictions_loss: 0.2278 20/2393 [..............................] - ETA: 5:32 - loss: 445.9901 - logits_profile_predictions_loss: 442.9029 - logcount_predictions_loss: 0.2287 21/2393 [..............................] - ETA: 5:32 - loss: 446.2323 - logits_profile_predictions_loss: 443.1366 - logcount_predictions_loss: 0.2293 22/2393 [..............................] - ETA: 5:32 - loss: 446.3999 - logits_profile_predictions_loss: 443.2955 - logcount_predictions_loss: 0.2300 23/2393 [..............................] - ETA: 5:31 - loss: 446.4875 - logits_profile_predictions_loss: 443.3778 - logcount_predictions_loss: 0.2304 24/2393 [..............................] - ETA: 5:31 - loss: 446.5213 - logits_profile_predictions_loss: 443.4038 - logcount_predictions_loss: 0.2309 25/2393 [..............................] - ETA: 5:31 - loss: 446.5384 - logits_profile_predictions_loss: 443.4146 - logcount_predictions_loss: 0.2314 26/2393 [..............................] - ETA: 5:31 - loss: 446.6071 - logits_profile_predictions_loss: 443.4777 - logcount_predictions_loss: 0.2318 27/2393 [..............................] - ETA: 5:31 - loss: 446.6771 - logits_profile_predictions_loss: 443.5407 - logcount_predictions_loss: 0.2323 28/2393 [..............................] - ETA: 5:31 - loss: 446.7728 - logits_profile_predictions_loss: 443.6312 - logcount_predictions_loss: 0.2327 29/2393 [..............................] - ETA: 5:31 - loss: 446.8626 - logits_profile_predictions_loss: 443.7149 - logcount_predictions_loss: 0.2332 30/2393 [..............................] - ETA: 5:31 - loss: 446.9459 - logits_profile_predictions_loss: 443.7912 - logcount_predictions_loss: 0.2337 31/2393 [..............................] - ETA: 5:30 - loss: 446.9902 - logits_profile_predictions_loss: 443.8294 - logcount_predictions_loss: 0.2341 32/2393 [..............................] - ETA: 5:30 - loss: 447.0113 - logits_profile_predictions_loss: 443.8456 - logcount_predictions_loss: 0.2345 33/2393 [..............................] - ETA: 5:30 - loss: 447.0256 - logits_profile_predictions_loss: 443.8555 - logcount_predictions_loss: 0.2348 34/2393 [..............................] - ETA: 5:30 - loss: 447.0495 - logits_profile_predictions_loss: 443.8751 - logcount_predictions_loss: 0.2351 35/2393 [..............................] - ETA: 5:30 - loss: 447.0933 - logits_profile_predictions_loss: 443.9153 - logcount_predictions_loss: 0.2354 36/2393 [..............................] - ETA: 5:30 - loss: 447.1552 - logits_profile_predictions_loss: 443.9735 - logcount_predictions_loss: 0.2357 37/2393 [..............................] - ETA: 5:30 - loss: 447.1410 - logits_profile_predictions_loss: 443.9556 - logcount_predictions_loss: 0.2360 38/2393 [..............................] - ETA: 5:29 - loss: 447.1631 - logits_profile_predictions_loss: 443.9743 - logcount_predictions_loss: 0.2362 39/2393 [..............................] - ETA: 5:29 - loss: 447.1650 - logits_profile_predictions_loss: 443.9725 - logcount_predictions_loss: 0.2365 40/2393 [..............................] - ETA: 5:29 - loss: 447.1582 - logits_profile_predictions_loss: 443.9620 - logcount_predictions_loss: 0.2368 41/2393 [..............................] - ETA: 5:29 - loss: 447.1262 - logits_profile_predictions_loss: 443.9266 - logcount_predictions_loss: 0.2370 42/2393 [..............................] - ETA: 5:29 - loss: 447.0971 - logits_profile_predictions_loss: 443.8932 - logcount_predictions_loss: 0.2373 43/2393 [..............................] - ETA: 5:29 - loss: 447.0710 - logits_profile_predictions_loss: 443.8627 - logcount_predictions_loss: 0.2377 44/2393 [..............................] - ETA: 5:29 - loss: 447.0540 - logits_profile_predictions_loss: 443.8420 - logcount_predictions_loss: 0.2379 45/2393 [..............................] - ETA: 5:28 - loss: 447.0539 - logits_profile_predictions_loss: 443.8384 - logcount_predictions_loss: 0.2382 46/2393 [..............................] - ETA: 5:28 - loss: 447.0872 - logits_profile_predictions_loss: 443.8682 - logcount_predictions_loss: 0.2384 47/2393 [..............................] - ETA: 5:28 - loss: 447.1284 - logits_profile_predictions_loss: 443.9065 - logcount_predictions_loss: 0.2387 48/2393 [..............................] - ETA: 5:28 - loss: 447.1629 - logits_profile_predictions_loss: 443.9375 - logcount_predictions_loss: 0.2389 49/2393 [..............................] - ETA: 5:28 - loss: 447.1855 - logits_profile_predictions_loss: 443.9567 - logcount_predictions_loss: 0.2392 50/2393 [..............................] - ETA: 5:28 - loss: 447.1883 - logits_profile_predictions_loss: 443.9563 - logcount_predictions_loss: 0.2394 51/2393 [..............................] - ETA: 5:28 - loss: 447.2074 - logits_profile_predictions_loss: 443.9725 - logcount_predictions_loss: 0.2396 52/2393 [..............................] - ETA: 5:27 - loss: 447.2199 - logits_profile_predictions_loss: 443.9823 - logcount_predictions_loss: 0.2398 53/2393 [..............................] - ETA: 5:27 - loss: 447.2373 - logits_profile_predictions_loss: 443.9970 - logcount_predictions_loss: 0.2400 54/2393 [..............................] - ETA: 5:27 - loss: 447.2392 - logits_profile_predictions_loss: 443.9964 - logcount_predictions_loss: 0.2402 55/2393 [..............................] - ETA: 5:27 - loss: 447.2285 - logits_profile_predictions_loss: 443.9837 - logcount_predictions_loss: 0.2404 56/2393 [..............................] - ETA: 5:27 - loss: 447.2213 - logits_profile_predictions_loss: 443.9748 - logcount_predictions_loss: 0.2405 57/2393 [..............................] - ETA: 5:27 - loss: 447.2140 - logits_profile_predictions_loss: 443.9657 - logcount_predictions_loss: 0.2406 58/2393 [..............................] - ETA: 5:27 - loss: 447.2154 - logits_profile_predictions_loss: 443.9652 - logcount_predictions_loss: 0.2408 59/2393 [..............................] - ETA: 5:26 - loss: 447.2088 - logits_profile_predictions_loss: 443.9568 - logcount_predictions_loss: 0.2409 60/2393 [..............................] - ETA: 5:26 - loss: 447.2086 - logits_profile_predictions_loss: 443.9548 - logcount_predictions_loss: 0.2410 61/2393 [..............................] - ETA: 5:26 - loss: 447.2087 - logits_profile_predictions_loss: 443.9533 - logcount_predictions_loss: 0.2411 62/2393 [..............................] - ETA: 5:26 - loss: 447.2074 - logits_profile_predictions_loss: 443.9506 - logcount_predictions_loss: 0.2412 63/2393 [..............................] - ETA: 5:26 - loss: 447.1813 - logits_profile_predictions_loss: 443.9233 - logcount_predictions_loss: 0.2413 64/2393 [..............................] - ETA: 5:26 - loss: 447.1754 - logits_profile_predictions_loss: 443.9167 - logcount_predictions_loss: 0.2414 65/2393 [..............................] - ETA: 5:26 - loss: 447.1554 - logits_profile_predictions_loss: 443.8958 - logcount_predictions_loss: 0.2415 66/2393 [..............................] - ETA: 5:25 - loss: 447.1239 - logits_profile_predictions_loss: 443.8637 - logcount_predictions_loss: 0.2415 67/2393 [..............................] - ETA: 5:25 - loss: 447.1080 - logits_profile_predictions_loss: 443.8469 - logcount_predictions_loss: 0.2416 68/2393 [..............................] - ETA: 5:25 - loss: 447.0866 - logits_profile_predictions_loss: 443.8249 - logcount_predictions_loss: 0.2416 69/2393 [..............................] - ETA: 5:25 - 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76/2393 [..............................] - ETA: 5:24 - loss: 446.8584 - logits_profile_predictions_loss: 443.5965 - logcount_predictions_loss: 0.2416 77/2393 [..............................] - ETA: 5:24 - loss: 446.8265 - logits_profile_predictions_loss: 443.5648 - logcount_predictions_loss: 0.2416 78/2393 [..............................] - ETA: 5:24 - loss: 446.7840 - logits_profile_predictions_loss: 443.5223 - logcount_predictions_loss: 0.2416 79/2393 [..............................] - ETA: 5:24 - loss: 446.7410 - logits_profile_predictions_loss: 443.4793 - logcount_predictions_loss: 0.2416 80/2393 [>.............................] - ETA: 5:23 - loss: 446.6949 - logits_profile_predictions_loss: 443.4333 - logcount_predictions_loss: 0.2416 81/2393 [>.............................] - ETA: 5:23 - loss: 446.6465 - logits_profile_predictions_loss: 443.3847 - logcount_predictions_loss: 0.2416 82/2393 [>.............................] - ETA: 5:23 - loss: 446.5976 - logits_profile_predictions_loss: 443.3354 - logcount_predictions_loss: 0.2416 83/2393 [>.............................] - ETA: 5:23 - loss: 446.5584 - logits_profile_predictions_loss: 443.2957 - logcount_predictions_loss: 0.2417 84/2393 [>.............................] - ETA: 5:23 - loss: 446.5171 - logits_profile_predictions_loss: 443.2538 - logcount_predictions_loss: 0.2417 85/2393 [>.............................] - ETA: 5:23 - loss: 446.4709 - logits_profile_predictions_loss: 443.2073 - logcount_predictions_loss: 0.2418 86/2393 [>.............................] - ETA: 5:23 - loss: 446.4154 - logits_profile_predictions_loss: 443.1514 - logcount_predictions_loss: 0.2418 87/2393 [>.............................] - ETA: 5:22 - loss: 446.3609 - logits_profile_predictions_loss: 443.0965 - logcount_predictions_loss: 0.2418 88/2393 [>.............................] - ETA: 5:22 - loss: 446.3137 - logits_profile_predictions_loss: 443.0490 - logcount_predictions_loss: 0.2418 89/2393 [>.............................] - ETA: 5:22 - loss: 446.2643 - logits_profile_predictions_loss: 442.9993 - logcount_predictions_loss: 0.2419 90/2393 [>.............................] - ETA: 5:22 - loss: 446.2147 - logits_profile_predictions_loss: 442.9495 - logcount_predictions_loss: 0.2419 91/2393 [>.............................] - ETA: 5:22 - loss: 446.1648 - logits_profile_predictions_loss: 442.8992 - logcount_predictions_loss: 0.2419 92/2393 [>.............................] - ETA: 5:22 - loss: 446.1193 - logits_profile_predictions_loss: 442.8536 - logcount_predictions_loss: 0.2419 93/2393 [>.............................] - ETA: 5:22 - loss: 446.0727 - logits_profile_predictions_loss: 442.8067 - logcount_predictions_loss: 0.2419 94/2393 [>.............................] - ETA: 5:21 - loss: 446.0277 - logits_profile_predictions_loss: 442.7615 - logcount_predictions_loss: 0.2419 95/2393 [>.............................] - ETA: 5:21 - loss: 445.9860 - logits_profile_predictions_loss: 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- loss: 445.6559 - logits_profile_predictions_loss: 442.3886 - logcount_predictions_loss: 0.2420 103/2393 [>.............................] - ETA: 5:20 - loss: 445.6097 - logits_profile_predictions_loss: 442.3424 - logcount_predictions_loss: 0.2420 104/2393 [>.............................] - ETA: 5:20 - loss: 445.5658 - logits_profile_predictions_loss: 442.2987 - logcount_predictions_loss: 0.2420 105/2393 [>.............................] - ETA: 5:20 - loss: 445.5195 - logits_profile_predictions_loss: 442.2526 - logcount_predictions_loss: 0.2420 106/2393 [>.............................] - ETA: 5:20 - loss: 445.4767 - logits_profile_predictions_loss: 442.2100 - logcount_predictions_loss: 0.2420 107/2393 [>.............................] - ETA: 5:20 - loss: 445.4367 - logits_profile_predictions_loss: 442.1702 - logcount_predictions_loss: 0.2420 108/2393 [>.............................] - ETA: 5:20 - loss: 445.4016 - logits_profile_predictions_loss: 442.1352 - logcount_predictions_loss: 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logits_profile_predictions_loss: 441.9049 - logcount_predictions_loss: 0.2419 116/2393 [>.............................] - ETA: 5:18 - loss: 445.1450 - logits_profile_predictions_loss: 441.8801 - logcount_predictions_loss: 0.2418 117/2393 [>.............................] - ETA: 5:18 - loss: 445.1218 - logits_profile_predictions_loss: 441.8570 - logcount_predictions_loss: 0.2418 118/2393 [>.............................] - ETA: 5:18 - loss: 445.0999 - logits_profile_predictions_loss: 441.8353 - logcount_predictions_loss: 0.2418 119/2393 [>.............................] - ETA: 5:18 - loss: 445.0794 - logits_profile_predictions_loss: 441.8150 - logcount_predictions_loss: 0.2418 120/2393 [>.............................] - ETA: 5:18 - loss: 445.0571 - logits_profile_predictions_loss: 441.7928 - logcount_predictions_loss: 0.2418 121/2393 [>.............................] - ETA: 5:18 - loss: 445.0321 - logits_profile_predictions_loss: 441.7679 - logcount_predictions_loss: 0.2418 122/2393 [>.............................] - ETA: 5:18 - loss: 445.0006 - logits_profile_predictions_loss: 441.7365 - logcount_predictions_loss: 0.2418 123/2393 [>.............................] - ETA: 5:17 - loss: 444.9712 - logits_profile_predictions_loss: 441.7072 - logcount_predictions_loss: 0.2418 124/2393 [>.............................] - ETA: 5:17 - loss: 444.9426 - logits_profile_predictions_loss: 441.6786 - logcount_predictions_loss: 0.2418 125/2393 [>.............................] - ETA: 5:17 - loss: 444.9148 - logits_profile_predictions_loss: 441.6509 - logcount_predictions_loss: 0.2418 126/2393 [>.............................] - ETA: 5:17 - loss: 444.8896 - logits_profile_predictions_loss: 441.6257 - logcount_predictions_loss: 0.2418 127/2393 [>.............................] - ETA: 5:17 - loss: 444.8628 - logits_profile_predictions_loss: 441.5989 - logcount_predictions_loss: 0.2418 128/2393 [>.............................] - ETA: 5:17 - loss: 444.8337 - 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443.0387 - logcount_predictions_loss: 0.2400 2392/2393 [============================>.] - ETA: 0s - loss: 446.2794 - logits_profile_predictions_loss: 443.0390 - logcount_predictions_loss: 0.2400 2393/2393 [==============================] - ETA: 0s - loss: 446.2797 - logits_profile_predictions_loss: 443.0393 - logcount_predictions_loss: 0.2400 2393/2393 [==============================] - 355s 148ms/step - loss: 446.2800 - logits_profile_predictions_loss: 443.0396 - logcount_predictions_loss: 0.2400 - val_loss: 525.1851 - val_logits_profile_predictions_loss: 521.7509 - val_logcount_predictions_loss: 0.2544 Epoch 00010: val_loss improved from 527.79883 to 525.18512, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 11/50 1/2393 [..............................] - ETA: 6:14 - loss: 421.3422 - logits_profile_predictions_loss: 418.9136 - logcount_predictions_loss: 0.1799 2/2393 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[..............................] - ETA: 5:32 - loss: 462.1423 - logits_profile_predictions_loss: 459.3634 - logcount_predictions_loss: 0.2058 23/2393 [..............................] - ETA: 5:32 - loss: 461.7201 - logits_profile_predictions_loss: 458.9260 - logcount_predictions_loss: 0.2070 24/2393 [..............................] - ETA: 5:32 - loss: 461.2639 - logits_profile_predictions_loss: 458.4544 - logcount_predictions_loss: 0.2081 25/2393 [..............................] - ETA: 5:32 - loss: 460.9132 - logits_profile_predictions_loss: 458.0883 - logcount_predictions_loss: 0.2092 26/2393 [..............................] - ETA: 5:32 - loss: 460.6736 - logits_profile_predictions_loss: 457.8322 - logcount_predictions_loss: 0.2105 27/2393 [..............................] - ETA: 5:31 - loss: 460.3661 - logits_profile_predictions_loss: 457.5064 - logcount_predictions_loss: 0.2118 28/2393 [..............................] - ETA: 5:31 - loss: 459.9873 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:27 - loss: 453.4926 - logits_profile_predictions_loss: 450.4302 - logcount_predictions_loss: 0.2268 56/2393 [..............................] - ETA: 5:27 - loss: 453.3641 - logits_profile_predictions_loss: 450.2991 - logcount_predictions_loss: 0.2270 57/2393 [..............................] - ETA: 5:27 - loss: 453.2677 - logits_profile_predictions_loss: 450.2002 - logcount_predictions_loss: 0.2272 58/2393 [..............................] - ETA: 5:27 - loss: 453.1655 - logits_profile_predictions_loss: 450.0958 - logcount_predictions_loss: 0.2274 59/2393 [..............................] - ETA: 5:27 - loss: 453.0475 - logits_profile_predictions_loss: 449.9757 - logcount_predictions_loss: 0.2275 60/2393 [..............................] - ETA: 5:26 - loss: 452.9296 - logits_profile_predictions_loss: 449.8560 - logcount_predictions_loss: 0.2277 61/2393 [..............................] - ETA: 5:26 - loss: 452.8090 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 444.5748 - logits_profile_predictions_loss: 441.4919 - logcount_predictions_loss: 0.2284 2385/2393 [============================>.] - ETA: 1s - loss: 444.5746 - logits_profile_predictions_loss: 441.4918 - logcount_predictions_loss: 0.2284 2386/2393 [============================>.] - ETA: 0s - loss: 444.5745 - logits_profile_predictions_loss: 441.4917 - logcount_predictions_loss: 0.2284 2387/2393 [============================>.] - ETA: 0s - loss: 444.5744 - logits_profile_predictions_loss: 441.4915 - logcount_predictions_loss: 0.2284 2388/2393 [============================>.] - ETA: 0s - loss: 444.5743 - logits_profile_predictions_loss: 441.4914 - logcount_predictions_loss: 0.2284 2389/2393 [============================>.] - ETA: 0s - loss: 444.5741 - logits_profile_predictions_loss: 441.4913 - logcount_predictions_loss: 0.2284 2390/2393 [============================>.] - ETA: 0s - loss: 444.5740 - logits_profile_predictions_loss: 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- logcount_predictions_loss: 0.2192 9/2393 [..............................] - ETA: 5:34 - loss: 424.1129 - logits_profile_predictions_loss: 421.1632 - logcount_predictions_loss: 0.2185 10/2393 [..............................] - ETA: 5:34 - loss: 425.0779 - logits_profile_predictions_loss: 422.1349 - logcount_predictions_loss: 0.2180 11/2393 [..............................] - ETA: 5:34 - loss: 426.0068 - logits_profile_predictions_loss: 423.0740 - logcount_predictions_loss: 0.2172 12/2393 [..............................] - ETA: 5:34 - loss: 426.7573 - logits_profile_predictions_loss: 423.8275 - logcount_predictions_loss: 0.2170 13/2393 [..............................] - ETA: 5:34 - loss: 427.3288 - logits_profile_predictions_loss: 424.3961 - logcount_predictions_loss: 0.2172 14/2393 [..............................] - ETA: 5:33 - loss: 427.6728 - logits_profile_predictions_loss: 424.7373 - logcount_predictions_loss: 0.2174 15/2393 [..............................] - ETA: 5:33 - loss: 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[..............................] - ETA: 5:32 - loss: 429.2948 - logits_profile_predictions_loss: 426.3236 - logcount_predictions_loss: 0.2201 23/2393 [..............................] - ETA: 5:32 - loss: 429.6409 - logits_profile_predictions_loss: 426.6664 - logcount_predictions_loss: 0.2203 24/2393 [..............................] - ETA: 5:32 - loss: 430.0943 - logits_profile_predictions_loss: 427.1173 - logcount_predictions_loss: 0.2205 25/2393 [..............................] - ETA: 5:31 - loss: 430.5862 - logits_profile_predictions_loss: 427.6084 - logcount_predictions_loss: 0.2206 26/2393 [..............................] - ETA: 5:31 - loss: 430.9355 - logits_profile_predictions_loss: 427.9577 - logcount_predictions_loss: 0.2206 27/2393 [..............................] - ETA: 5:31 - loss: 431.3438 - logits_profile_predictions_loss: 428.3667 - logcount_predictions_loss: 0.2205 28/2393 [..............................] - ETA: 5:31 - loss: 431.7070 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:27 - loss: 436.4927 - logits_profile_predictions_loss: 433.5642 - logcount_predictions_loss: 0.2169 56/2393 [..............................] - ETA: 5:27 - loss: 436.6442 - logits_profile_predictions_loss: 433.7172 - logcount_predictions_loss: 0.2168 57/2393 [..............................] - ETA: 5:27 - loss: 436.7968 - logits_profile_predictions_loss: 433.8713 - logcount_predictions_loss: 0.2167 58/2393 [..............................] - ETA: 5:27 - loss: 436.9452 - logits_profile_predictions_loss: 434.0208 - logcount_predictions_loss: 0.2166 59/2393 [..............................] - ETA: 5:27 - loss: 437.0690 - logits_profile_predictions_loss: 434.1459 - logcount_predictions_loss: 0.2165 60/2393 [..............................] - ETA: 5:26 - loss: 437.1872 - logits_profile_predictions_loss: 434.2653 - logcount_predictions_loss: 0.2164 61/2393 [..............................] - ETA: 5:26 - loss: 437.3160 - logits_profile_predictions_loss: 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[============================>.] - ETA: 5s - loss: 442.2603 - logits_profile_predictions_loss: 439.2831 - logcount_predictions_loss: 0.2205 2352/2393 [============================>.] - ETA: 5s - loss: 442.2604 - logits_profile_predictions_loss: 439.2831 - logcount_predictions_loss: 0.2205 2353/2393 [============================>.] - ETA: 5s - loss: 442.2604 - logits_profile_predictions_loss: 439.2831 - logcount_predictions_loss: 0.2205 2354/2393 [============================>.] - ETA: 5s - loss: 442.2604 - logits_profile_predictions_loss: 439.2832 - logcount_predictions_loss: 0.2205 2355/2393 [============================>.] - ETA: 5s - loss: 442.2605 - logits_profile_predictions_loss: 439.2832 - logcount_predictions_loss: 0.2205 2356/2393 [============================>.] - ETA: 5s - loss: 442.2605 - logits_profile_predictions_loss: 439.2832 - logcount_predictions_loss: 0.2205 2357/2393 [============================>.] - ETA: 5s - loss: 442.2606 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 442.2616 - logits_profile_predictions_loss: 439.2842 - logcount_predictions_loss: 0.2205 2385/2393 [============================>.] - ETA: 1s - loss: 442.2617 - logits_profile_predictions_loss: 439.2842 - logcount_predictions_loss: 0.2205 2386/2393 [============================>.] - ETA: 0s - loss: 442.2617 - logits_profile_predictions_loss: 439.2843 - logcount_predictions_loss: 0.2205 2387/2393 [============================>.] - ETA: 0s - loss: 442.2617 - logits_profile_predictions_loss: 439.2843 - logcount_predictions_loss: 0.2205 2388/2393 [============================>.] - ETA: 0s - loss: 442.2617 - logits_profile_predictions_loss: 439.2843 - logcount_predictions_loss: 0.2205 2389/2393 [============================>.] - ETA: 0s - loss: 442.2618 - logits_profile_predictions_loss: 439.2843 - logcount_predictions_loss: 0.2205 2390/2393 [============================>.] - ETA: 0s - loss: 442.2618 - logits_profile_predictions_loss: 439.2844 - logcount_predictions_loss: 0.2205 2391/2393 [============================>.] - ETA: 0s - loss: 442.2618 - logits_profile_predictions_loss: 439.2844 - logcount_predictions_loss: 0.2205 2392/2393 [============================>.] - ETA: 0s - loss: 442.2618 - logits_profile_predictions_loss: 439.2844 - logcount_predictions_loss: 0.2205 2393/2393 [==============================] - ETA: 0s - loss: 442.2619 - logits_profile_predictions_loss: 439.2844 - logcount_predictions_loss: 0.2205 2393/2393 [==============================] - 355s 148ms/step - loss: 442.2619 - logits_profile_predictions_loss: 439.2844 - logcount_predictions_loss: 0.2205 - val_loss: 526.0447 - val_logits_profile_predictions_loss: 522.4825 - val_logcount_predictions_loss: 0.2639 Epoch 00012: val_loss did not improve from 525.18512 Epoch 13/50 1/2393 [..............................] - ETA: 6:13 - loss: 428.5594 - logits_profile_predictions_loss: 424.9966 - logcount_predictions_loss: 0.2639 2/2393 [..............................] - ETA: 5:49 - loss: 427.1527 - logits_profile_predictions_loss: 423.7398 - logcount_predictions_loss: 0.2528 3/2393 [..............................] - ETA: 5:42 - loss: 431.2470 - logits_profile_predictions_loss: 427.9474 - logcount_predictions_loss: 0.2444 4/2393 [..............................] - ETA: 5:39 - loss: 433.8971 - logits_profile_predictions_loss: 430.6652 - logcount_predictions_loss: 0.2394 5/2393 [..............................] - ETA: 5:38 - loss: 436.5547 - logits_profile_predictions_loss: 433.4020 - logcount_predictions_loss: 0.2335 6/2393 [..............................] - ETA: 5:37 - loss: 438.6166 - logits_profile_predictions_loss: 435.5141 - logcount_predictions_loss: 0.2298 7/2393 [..............................] - ETA: 5:40 - loss: 440.9926 - logits_profile_predictions_loss: 437.9332 - logcount_predictions_loss: 0.2266 8/2393 [..............................] - ETA: 5:39 - loss: 442.3366 - logits_profile_predictions_loss: 439.3221 - logcount_predictions_loss: 0.2233 9/2393 [..............................] - ETA: 5:38 - loss: 443.2614 - logits_profile_predictions_loss: 440.2887 - logcount_predictions_loss: 0.2202 10/2393 [..............................] - ETA: 5:38 - loss: 443.8624 - logits_profile_predictions_loss: 440.9313 - logcount_predictions_loss: 0.2171 11/2393 [..............................] - ETA: 5:37 - loss: 444.8520 - logits_profile_predictions_loss: 441.9482 - logcount_predictions_loss: 0.2151 12/2393 [..............................] - ETA: 5:37 - loss: 445.4330 - logits_profile_predictions_loss: 442.5522 - logcount_predictions_loss: 0.2134 13/2393 [..............................] - ETA: 5:36 - loss: 445.8915 - logits_profile_predictions_loss: 443.0319 - logcount_predictions_loss: 0.2118 14/2393 [..............................] - ETA: 5:36 - loss: 446.0962 - logits_profile_predictions_loss: 443.2606 - logcount_predictions_loss: 0.2100 15/2393 [..............................] - ETA: 5:35 - loss: 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[..............................] - ETA: 5:34 - loss: 447.8473 - logits_profile_predictions_loss: 445.0875 - logcount_predictions_loss: 0.2044 23/2393 [..............................] - ETA: 5:33 - loss: 448.0064 - logits_profile_predictions_loss: 445.2509 - logcount_predictions_loss: 0.2041 24/2393 [..............................] - ETA: 5:33 - loss: 448.0708 - logits_profile_predictions_loss: 445.3180 - logcount_predictions_loss: 0.2039 25/2393 [..............................] - ETA: 5:33 - loss: 448.2359 - logits_profile_predictions_loss: 445.4837 - logcount_predictions_loss: 0.2039 26/2393 [..............................] - ETA: 5:33 - loss: 448.4245 - logits_profile_predictions_loss: 445.6734 - logcount_predictions_loss: 0.2038 27/2393 [..............................] - ETA: 5:32 - loss: 448.5571 - logits_profile_predictions_loss: 445.8072 - logcount_predictions_loss: 0.2037 28/2393 [..............................] - ETA: 5:32 - loss: 448.6907 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:33 - loss: 442.1296 - logits_profile_predictions_loss: 439.2596 - logcount_predictions_loss: 0.2126 447/2393 [====>.........................] - ETA: 4:32 - loss: 442.1247 - logits_profile_predictions_loss: 439.2547 - logcount_predictions_loss: 0.2126 448/2393 [====>.........................] - ETA: 4:32 - loss: 442.1197 - logits_profile_predictions_loss: 439.2496 - logcount_predictions_loss: 0.2126 449/2393 [====>.........................] - ETA: 4:32 - loss: 442.1149 - logits_profile_predictions_loss: 439.2447 - logcount_predictions_loss: 0.2126 450/2393 [====>.........................] - ETA: 4:32 - loss: 442.1102 - logits_profile_predictions_loss: 439.2399 - logcount_predictions_loss: 0.2126 451/2393 [====>.........................] - ETA: 4:32 - loss: 442.1054 - logits_profile_predictions_loss: 439.2350 - logcount_predictions_loss: 0.2126 452/2393 [====>.........................] - ETA: 4:32 - loss: 442.1008 - 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[============================>.] - ETA: 1s - loss: 437.2320 - logits_profile_predictions_loss: 434.4809 - logcount_predictions_loss: 0.2038 2385/2393 [============================>.] - ETA: 1s - loss: 437.2320 - logits_profile_predictions_loss: 434.4809 - logcount_predictions_loss: 0.2038 2386/2393 [============================>.] - ETA: 0s - loss: 437.2319 - logits_profile_predictions_loss: 434.4808 - logcount_predictions_loss: 0.2038 2387/2393 [============================>.] - ETA: 0s - loss: 437.2319 - logits_profile_predictions_loss: 434.4808 - logcount_predictions_loss: 0.2038 2388/2393 [============================>.] - ETA: 0s - loss: 437.2319 - logits_profile_predictions_loss: 434.4808 - logcount_predictions_loss: 0.2038 2389/2393 [============================>.] - ETA: 0s - loss: 437.2319 - logits_profile_predictions_loss: 434.4808 - logcount_predictions_loss: 0.2038 2390/2393 [============================>.] - ETA: 0s - loss: 437.2318 - logits_profile_predictions_loss: 434.4807 - logcount_predictions_loss: 0.2038 2391/2393 [============================>.] - ETA: 0s - loss: 437.2318 - logits_profile_predictions_loss: 434.4807 - logcount_predictions_loss: 0.2038 2392/2393 [============================>.] - ETA: 0s - loss: 437.2318 - logits_profile_predictions_loss: 434.4807 - logcount_predictions_loss: 0.2038 2393/2393 [==============================] - ETA: 0s - loss: 437.2317 - logits_profile_predictions_loss: 434.4806 - logcount_predictions_loss: 0.2038 2393/2393 [==============================] - 355s 148ms/step - loss: 437.2317 - logits_profile_predictions_loss: 434.4806 - logcount_predictions_loss: 0.2038 - val_loss: 529.3109 - val_logits_profile_predictions_loss: 525.8239 - val_logcount_predictions_loss: 0.2583 Epoch 00014: val_loss did not improve from 525.18512 Epoch 15/50 1/2393 [..............................] - ETA: 6:12 - loss: 403.7645 - logits_profile_predictions_loss: 400.8268 - logcount_predictions_loss: 0.2176 2/2393 [..............................] - ETA: 5:46 - loss: 403.7311 - logits_profile_predictions_loss: 400.8247 - logcount_predictions_loss: 0.2153 3/2393 [..............................] - ETA: 5:40 - loss: 399.4677 - logits_profile_predictions_loss: 396.5717 - logcount_predictions_loss: 0.2145 4/2393 [..............................] - ETA: 5:38 - loss: 399.7368 - logits_profile_predictions_loss: 396.9030 - logcount_predictions_loss: 0.2099 5/2393 [..............................] - ETA: 5:37 - loss: 402.8513 - logits_profile_predictions_loss: 400.0670 - logcount_predictions_loss: 0.2062 6/2393 [..............................] - ETA: 5:36 - loss: 405.6557 - logits_profile_predictions_loss: 402.9264 - logcount_predictions_loss: 0.2022 7/2393 [..............................] - ETA: 5:36 - loss: 407.4292 - logits_profile_predictions_loss: 404.7352 - logcount_predictions_loss: 0.1996 8/2393 [..............................] - ETA: 5:35 - loss: 409.5565 - logits_profile_predictions_loss: 406.8713 - logcount_predictions_loss: 0.1989 9/2393 [..............................] - ETA: 5:35 - loss: 411.3261 - logits_profile_predictions_loss: 408.6480 - logcount_predictions_loss: 0.1984 10/2393 [..............................] - ETA: 5:35 - loss: 412.5937 - logits_profile_predictions_loss: 409.9308 - logcount_predictions_loss: 0.1972 11/2393 [..............................] - ETA: 5:35 - loss: 413.5173 - logits_profile_predictions_loss: 410.8649 - logcount_predictions_loss: 0.1965 12/2393 [..............................] - ETA: 5:34 - loss: 414.1944 - logits_profile_predictions_loss: 411.5517 - logcount_predictions_loss: 0.1958 13/2393 [..............................] - ETA: 5:34 - loss: 414.7989 - logits_profile_predictions_loss: 412.1601 - logcount_predictions_loss: 0.1955 14/2393 [..............................] - ETA: 5:34 - loss: 415.2349 - logits_profile_predictions_loss: 412.6004 - logcount_predictions_loss: 0.1951 15/2393 [..............................] - ETA: 5:34 - loss: 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[..............................] - ETA: 5:32 - loss: 416.8961 - logits_profile_predictions_loss: 414.2307 - logcount_predictions_loss: 0.1974 23/2393 [..............................] - ETA: 5:32 - loss: 417.3373 - logits_profile_predictions_loss: 414.6678 - logcount_predictions_loss: 0.1977 24/2393 [..............................] - ETA: 5:32 - loss: 417.7023 - logits_profile_predictions_loss: 415.0297 - logcount_predictions_loss: 0.1980 25/2393 [..............................] - ETA: 5:32 - loss: 418.0708 - logits_profile_predictions_loss: 415.3968 - logcount_predictions_loss: 0.1981 26/2393 [..............................] - ETA: 5:32 - loss: 418.4233 - logits_profile_predictions_loss: 415.7469 - logcount_predictions_loss: 0.1983 27/2393 [..............................] - ETA: 5:32 - loss: 418.8649 - logits_profile_predictions_loss: 416.1860 - logcount_predictions_loss: 0.1984 28/2393 [..............................] - ETA: 5:31 - loss: 419.3280 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:27 - loss: 425.5116 - logits_profile_predictions_loss: 422.8455 - logcount_predictions_loss: 0.1975 56/2393 [..............................] - ETA: 5:27 - loss: 425.6438 - logits_profile_predictions_loss: 422.9782 - logcount_predictions_loss: 0.1975 57/2393 [..............................] - ETA: 5:27 - loss: 425.7771 - logits_profile_predictions_loss: 423.1120 - logcount_predictions_loss: 0.1974 58/2393 [..............................] - ETA: 5:27 - loss: 425.9157 - logits_profile_predictions_loss: 423.2509 - logcount_predictions_loss: 0.1974 59/2393 [..............................] - ETA: 5:27 - loss: 426.0599 - logits_profile_predictions_loss: 423.3950 - logcount_predictions_loss: 0.1974 60/2393 [..............................] - ETA: 5:27 - loss: 426.2055 - logits_profile_predictions_loss: 423.5405 - logcount_predictions_loss: 0.1974 61/2393 [..............................] - ETA: 5:27 - loss: 426.3552 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:23 - loss: 428.7095 - logits_profile_predictions_loss: 426.0445 - logcount_predictions_loss: 0.1974 89/2393 [>.............................] - ETA: 5:23 - loss: 428.7583 - logits_profile_predictions_loss: 426.0930 - logcount_predictions_loss: 0.1974 90/2393 [>.............................] - ETA: 5:22 - loss: 428.8138 - logits_profile_predictions_loss: 426.1482 - logcount_predictions_loss: 0.1975 91/2393 [>.............................] - ETA: 5:22 - loss: 428.8716 - logits_profile_predictions_loss: 426.2056 - logcount_predictions_loss: 0.1975 92/2393 [>.............................] - ETA: 5:22 - loss: 428.9225 - logits_profile_predictions_loss: 426.2562 - logcount_predictions_loss: 0.1975 93/2393 [>.............................] - ETA: 5:22 - loss: 428.9730 - logits_profile_predictions_loss: 426.3066 - logcount_predictions_loss: 0.1975 94/2393 [>.............................] - ETA: 5:22 - loss: 429.0176 - logits_profile_predictions_loss: 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[============================>.] - ETA: 10s - loss: 433.9568 - logits_profile_predictions_loss: 431.2841 - logcount_predictions_loss: 0.1980 2319/2393 [============================>.] - ETA: 10s - loss: 433.9574 - logits_profile_predictions_loss: 431.2847 - logcount_predictions_loss: 0.1980 2320/2393 [============================>.] - ETA: 10s - loss: 433.9580 - logits_profile_predictions_loss: 431.2853 - logcount_predictions_loss: 0.1980 2321/2393 [============================>.] - ETA: 10s - loss: 433.9585 - logits_profile_predictions_loss: 431.2859 - logcount_predictions_loss: 0.1980 2322/2393 [============================>.] - ETA: 9s - loss: 433.9591 - logits_profile_predictions_loss: 431.2864 - logcount_predictions_loss: 0.1980  2323/2393 [============================>.] - ETA: 9s - loss: 433.9597 - logits_profile_predictions_loss: 431.2870 - logcount_predictions_loss: 0.1980 2324/2393 [============================>.] - ETA: 9s - loss: 433.9602 - logits_profile_predictions_loss: 431.2876 - logcount_predictions_loss: 0.1980 2325/2393 [============================>.] - ETA: 9s - loss: 433.9608 - logits_profile_predictions_loss: 431.2881 - logcount_predictions_loss: 0.1980 2326/2393 [============================>.] - ETA: 9s - loss: 433.9614 - logits_profile_predictions_loss: 431.2887 - logcount_predictions_loss: 0.1980 2327/2393 [============================>.] - ETA: 9s - loss: 433.9619 - logits_profile_predictions_loss: 431.2893 - logcount_predictions_loss: 0.1980 2328/2393 [============================>.] - ETA: 9s - loss: 433.9625 - logits_profile_predictions_loss: 431.2899 - logcount_predictions_loss: 0.1980 2329/2393 [============================>.] - ETA: 8s - loss: 433.9631 - logits_profile_predictions_loss: 431.2904 - logcount_predictions_loss: 0.1980 2330/2393 [============================>.] - ETA: 8s - loss: 433.9637 - logits_profile_predictions_loss: 431.2910 - logcount_predictions_loss: 0.1980 2331/2393 [============================>.] - ETA: 8s - loss: 433.9643 - logits_profile_predictions_loss: 431.2916 - logcount_predictions_loss: 0.1980 2332/2393 [============================>.] - ETA: 8s - loss: 433.9648 - logits_profile_predictions_loss: 431.2922 - logcount_predictions_loss: 0.1980 2333/2393 [============================>.] - ETA: 8s - loss: 433.9654 - logits_profile_predictions_loss: 431.2927 - logcount_predictions_loss: 0.1980 2334/2393 [============================>.] - ETA: 8s - loss: 433.9660 - logits_profile_predictions_loss: 431.2933 - logcount_predictions_loss: 0.1980 2335/2393 [============================>.] - ETA: 8s - loss: 433.9665 - logits_profile_predictions_loss: 431.2939 - logcount_predictions_loss: 0.1980 2336/2393 [============================>.] - ETA: 7s - loss: 433.9671 - logits_profile_predictions_loss: 431.2944 - logcount_predictions_loss: 0.1980 2337/2393 [============================>.] - ETA: 7s - loss: 433.9676 - logits_profile_predictions_loss: 431.2950 - logcount_predictions_loss: 0.1980 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[============================>.] - ETA: 5s - loss: 433.9755 - logits_profile_predictions_loss: 431.3029 - logcount_predictions_loss: 0.1980 2352/2393 [============================>.] - ETA: 5s - loss: 433.9761 - logits_profile_predictions_loss: 431.3035 - logcount_predictions_loss: 0.1980 2353/2393 [============================>.] - ETA: 5s - loss: 433.9767 - logits_profile_predictions_loss: 431.3041 - logcount_predictions_loss: 0.1980 2354/2393 [============================>.] - ETA: 5s - loss: 433.9773 - logits_profile_predictions_loss: 431.3047 - logcount_predictions_loss: 0.1980 2355/2393 [============================>.] - ETA: 5s - loss: 433.9779 - logits_profile_predictions_loss: 431.3052 - logcount_predictions_loss: 0.1980 2356/2393 [============================>.] - ETA: 5s - loss: 433.9785 - logits_profile_predictions_loss: 431.3058 - logcount_predictions_loss: 0.1980 2357/2393 [============================>.] - ETA: 5s - loss: 433.9790 - logits_profile_predictions_loss: 431.3064 - logcount_predictions_loss: 0.1980 2358/2393 [============================>.] - ETA: 4s - loss: 433.9796 - logits_profile_predictions_loss: 431.3069 - logcount_predictions_loss: 0.1980 2359/2393 [============================>.] - ETA: 4s - loss: 433.9802 - logits_profile_predictions_loss: 431.3075 - logcount_predictions_loss: 0.1980 2360/2393 [============================>.] - ETA: 4s - loss: 433.9807 - logits_profile_predictions_loss: 431.3081 - logcount_predictions_loss: 0.1980 2361/2393 [============================>.] - ETA: 4s - loss: 433.9813 - logits_profile_predictions_loss: 431.3086 - logcount_predictions_loss: 0.1980 2362/2393 [============================>.] - ETA: 4s - loss: 433.9819 - logits_profile_predictions_loss: 431.3092 - logcount_predictions_loss: 0.1980 2363/2393 [============================>.] - ETA: 4s - loss: 433.9824 - logits_profile_predictions_loss: 431.3098 - logcount_predictions_loss: 0.1980 2364/2393 [============================>.] - ETA: 4s - loss: 433.9830 - logits_profile_predictions_loss: 431.3103 - logcount_predictions_loss: 0.1980 2365/2393 [============================>.] - ETA: 3s - loss: 433.9836 - logits_profile_predictions_loss: 431.3109 - logcount_predictions_loss: 0.1980 2366/2393 [============================>.] - ETA: 3s - loss: 433.9841 - logits_profile_predictions_loss: 431.3114 - logcount_predictions_loss: 0.1980 2367/2393 [============================>.] - ETA: 3s - loss: 433.9847 - logits_profile_predictions_loss: 431.3120 - logcount_predictions_loss: 0.1980 2368/2393 [============================>.] - ETA: 3s - loss: 433.9853 - logits_profile_predictions_loss: 431.3126 - logcount_predictions_loss: 0.1980 2369/2393 [============================>.] - ETA: 3s - loss: 433.9858 - logits_profile_predictions_loss: 431.3131 - logcount_predictions_loss: 0.1980 2370/2393 [============================>.] - ETA: 3s - loss: 433.9864 - logits_profile_predictions_loss: 431.3137 - logcount_predictions_loss: 0.1980 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logits_profile_predictions_loss: 431.3177 - logcount_predictions_loss: 0.1980 2378/2393 [============================>.] - ETA: 2s - loss: 433.9909 - logits_profile_predictions_loss: 431.3182 - logcount_predictions_loss: 0.1980 2379/2393 [============================>.] - ETA: 1s - loss: 433.9914 - logits_profile_predictions_loss: 431.3187 - logcount_predictions_loss: 0.1980 2380/2393 [============================>.] - ETA: 1s - loss: 433.9920 - logits_profile_predictions_loss: 431.3193 - logcount_predictions_loss: 0.1980 2381/2393 [============================>.] - ETA: 1s - loss: 433.9925 - logits_profile_predictions_loss: 431.3198 - logcount_predictions_loss: 0.1980 2382/2393 [============================>.] - ETA: 1s - loss: 433.9930 - logits_profile_predictions_loss: 431.3204 - logcount_predictions_loss: 0.1980 2383/2393 [============================>.] - ETA: 1s - loss: 433.9936 - logits_profile_predictions_loss: 431.3209 - logcount_predictions_loss: 0.1980 2384/2393 [============================>.] - ETA: 1s - loss: 433.9942 - logits_profile_predictions_loss: 431.3215 - logcount_predictions_loss: 0.1980 2385/2393 [============================>.] - ETA: 1s - loss: 433.9948 - logits_profile_predictions_loss: 431.3221 - logcount_predictions_loss: 0.1980 2386/2393 [============================>.] - ETA: 0s - loss: 433.9953 - logits_profile_predictions_loss: 431.3226 - logcount_predictions_loss: 0.1980 2387/2393 [============================>.] - ETA: 0s - loss: 433.9959 - logits_profile_predictions_loss: 431.3232 - logcount_predictions_loss: 0.1980 2388/2393 [============================>.] - ETA: 0s - loss: 433.9965 - logits_profile_predictions_loss: 431.3238 - logcount_predictions_loss: 0.1980 2389/2393 [============================>.] - ETA: 0s - loss: 433.9971 - logits_profile_predictions_loss: 431.3244 - logcount_predictions_loss: 0.1980 2390/2393 [============================>.] - ETA: 0s - loss: 433.9977 - logits_profile_predictions_loss: 431.3250 - logcount_predictions_loss: 0.1980 2391/2393 [============================>.] - ETA: 0s - loss: 433.9983 - logits_profile_predictions_loss: 431.3256 - logcount_predictions_loss: 0.1980 2392/2393 [============================>.] - ETA: 0s - loss: 433.9989 - logits_profile_predictions_loss: 431.3262 - logcount_predictions_loss: 0.1980 2393/2393 [==============================] - ETA: 0s - loss: 433.9995 - logits_profile_predictions_loss: 431.3268 - logcount_predictions_loss: 0.1980 2393/2393 [==============================] - 355s 148ms/step - loss: 434.0000 - logits_profile_predictions_loss: 431.3273 - logcount_predictions_loss: 0.1980 - val_loss: 529.0143 - val_logits_profile_predictions_loss: 525.5792 - val_logcount_predictions_loss: 0.2545 Epoch 00015: val_loss did not improve from 525.18512 Restoring model weights from the end of the best epoch. Epoch 00015: early stopping save model save model without bias 2022-10-15_08-58-17: 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//ENCSR340XQX//preprocessing/bigWigs/ENCSR340XQX.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(41176, 10) loading nonpeaks... got split:test for bed regions:(40074, 10) 0/318 100/318 200/318 300/318 2022-10-15_09-02-13: 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//ENCSR340XQX//preprocessing/bigWigs/ENCSR340XQX.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(41176, 10) loading nonpeaks... got split:test for bed regions:(40074, 10) 0/318 100/318 200/318 300/318 2022-10-15_09-06-05: 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//ENCSR340XQX//preprocessing/bigWigs/ENCSR340XQX.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(41176, 10) loading nonpeaks... got split:test for bed regions:(40074, 10) 0/318 100/318 200/318 300/318 2022-10-15_09-08-22: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//footprints 2022-10-15_09-08-22: 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/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/36 [..............................] - ETA: 3:39 3/36 [=>............................] - ETA: 10s  4/36 [==>...........................] - ETA: 13s 5/36 [===>..........................] - ETA: 14s 6/36 [====>.........................] - ETA: 15s 7/36 [====>.........................] - ETA: 15s 8/36 [=====>........................] - ETA: 15s 9/36 [======>.......................] - ETA: 14s 10/36 [=======>......................] - ETA: 14s 11/36 [========>.....................] - ETA: 14s 12/36 [=========>....................] - ETA: 13s 13/36 [=========>....................] - ETA: 13s 14/36 [==========>...................] - ETA: 12s 15/36 [===========>..................] - ETA: 12s 16/36 [============>.................] - ETA: 11s 17/36 [=============>................] - ETA: 11s 18/36 [==============>...............] - ETA: 10s 19/36 [==============>...............] - ETA: 10s 20/36 [===============>..............] - ETA: 9s  21/36 [================>.............] - ETA: 8s 22/36 [=================>............] - ETA: 8s 23/36 [==================>...........] - ETA: 7s 24/36 [===================>..........] - ETA: 7s 25/36 [===================>..........] - ETA: 6s 26/36 [====================>.........] - ETA: 6s 27/36 [=====================>........] - ETA: 5s 28/36 [======================>.......] - ETA: 4s 29/36 [=======================>......] - ETA: 4s 30/36 [========================>.....] - ETA: 3s 31/36 [========================>.....] - ETA: 3s 32/36 [=========================>....] - ETA: 2s 33/36 [==========================>...] - ETA: 1s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 31s 706ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 21s 3/36 [=>............................] - ETA: 20s 4/36 [==>...........................] - ETA: 19s 5/36 [===>..........................] - ETA: 19s 6/36 [====>.........................] - ETA: 18s 7/36 [====>.........................] - ETA: 18s 8/36 [=====>........................] - ETA: 17s 9/36 [======>.......................] - ETA: 16s 10/36 [=======>......................] - ETA: 16s 11/36 [========>.....................] - ETA: 15s 12/36 [=========>....................] - ETA: 14s 13/36 [=========>....................] - ETA: 14s 14/36 [==========>...................] - ETA: 13s 15/36 [===========>..................] - ETA: 13s 16/36 [============>.................] - ETA: 12s 17/36 [=============>................] - ETA: 11s 18/36 [==============>...............] - ETA: 11s 19/36 [==============>...............] - ETA: 10s 20/36 [===============>..............] - ETA: 9s  21/36 [================>.............] - ETA: 9s 22/36 [=================>............] - ETA: 8s 23/36 [==================>...........] - ETA: 8s 24/36 [===================>..........] - ETA: 7s 25/36 [===================>..........] - ETA: 6s 26/36 [====================>.........] - ETA: 6s 27/36 [=====================>........] - ETA: 5s 28/36 [======================>.......] - ETA: 4s 29/36 [=======================>......] - ETA: 4s 30/36 [========================>.....] - ETA: 3s 31/36 [========================>.....] - ETA: 3s 32/36 [=========================>....] - ETA: 2s 33/36 [==========================>...] - ETA: 1s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 22s 632ms/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 21s 3/36 [=>............................] - ETA: 20s 4/36 [==>...........................] - ETA: 19s 5/36 [===>..........................] - ETA: 19s 6/36 [====>.........................] - ETA: 18s 7/36 [====>.........................] - ETA: 18s 8/36 [=====>........................] - ETA: 17s 9/36 [======>.......................] - ETA: 16s 10/36 [=======>......................] - ETA: 16s 11/36 [========>.....................] - ETA: 15s 12/36 [=========>....................] - ETA: 14s 13/36 [=========>....................] - ETA: 14s 14/36 [==========>...................] - ETA: 13s 15/36 [===========>..................] - ETA: 13s 16/36 [============>.................] - ETA: 12s 17/36 [=============>................] - ETA: 11s 18/36 [==============>...............] - ETA: 11s 19/36 [==============>...............] - ETA: 10s 20/36 [===============>..............] - ETA: 9s  21/36 [================>.............] - ETA: 9s 22/36 [=================>............] - ETA: 8s 23/36 [==================>...........] - ETA: 8s 24/36 [===================>..........] - ETA: 7s 25/36 [===================>..........] - ETA: 6s 26/36 [====================>.........] - ETA: 6s 27/36 [=====================>........] - ETA: 5s 28/36 [======================>.......] - ETA: 4s 29/36 [=======================>......] - ETA: 4s 30/36 [========================>.....] - ETA: 3s 31/36 [========================>.....] - ETA: 3s 32/36 [=========================>....] - ETA: 2s 33/36 [==========================>...] - ETA: 1s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 22s 633ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 21s 3/36 [=>............................] - ETA: 20s 4/36 [==>...........................] - ETA: 19s 5/36 [===>..........................] - ETA: 19s 6/36 [====>.........................] - ETA: 18s 7/36 [====>.........................] - ETA: 18s 8/36 [=====>........................] - ETA: 17s 9/36 [======>.......................] - ETA: 16s 10/36 [=======>......................] - ETA: 16s 11/36 [========>.....................] - ETA: 15s 12/36 [=========>....................] - ETA: 14s 13/36 [=========>....................] - ETA: 14s 14/36 [==========>...................] - ETA: 13s 15/36 [===========>..................] - ETA: 13s 16/36 [============>.................] - ETA: 12s 17/36 [=============>................] - ETA: 11s 18/36 [==============>...............] - ETA: 11s 19/36 [==============>...............] - ETA: 10s 20/36 [===============>..............] - ETA: 9s  21/36 [================>.............] - ETA: 9s 22/36 [=================>............] - ETA: 8s 23/36 [==================>...........] - ETA: 8s 24/36 [===================>..........] - ETA: 7s 25/36 [===================>..........] - ETA: 6s 26/36 [====================>.........] - ETA: 6s 27/36 [=====================>........] - ETA: 5s 28/36 [======================>.......] - ETA: 4s 29/36 [=======================>......] - ETA: 4s 30/36 [========================>.....] - ETA: 3s 31/36 [========================>.....] - ETA: 3s 32/36 [=========================>....] - ETA: 2s 33/36 [==========================>...] - ETA: 1s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 22s 632ms/step Saving marginal footprints 2022-10-15_09-10-18: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//footprints 2022-10-15_09-10-18: 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/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombppnet_model_encsr880cub_bias_fold_1//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/36 [..............................] - ETA: 1:36 3/36 [=>............................] - ETA: 0s  4/36 [==>...........................] - ETA: 1s 5/36 [===>..........................] - ETA: 1s 6/36 [====>.........................] - ETA: 1s 7/36 [====>.........................] - ETA: 1s 8/36 [=====>........................] - ETA: 1s 9/36 [======>.......................] - ETA: 1s 10/36 [=======>......................] - ETA: 1s 11/36 [========>.....................] - ETA: 1s 12/36 [=========>....................] - ETA: 1s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 0s 17/36 [=============>................] - ETA: 0s 18/36 [==============>...............] - ETA: 0s 19/36 [==============>...............] - ETA: 0s 20/36 [===============>..............] - ETA: 0s 21/36 [================>.............] - ETA: 0s 22/36 [=================>............] - ETA: 0s 23/36 [==================>...........] - ETA: 0s 24/36 [===================>..........] - ETA: 0s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 5s 61ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 1s 3/36 [=>............................] - ETA: 1s 4/36 [==>...........................] - ETA: 1s 5/36 [===>..........................] - ETA: 1s 6/36 [====>.........................] - ETA: 1s 7/36 [====>.........................] - ETA: 1s 8/36 [=====>........................] - ETA: 1s 9/36 [======>.......................] - ETA: 1s 10/36 [=======>......................] - ETA: 1s 11/36 [========>.....................] - ETA: 1s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 18/36 [==============>...............] - ETA: 0s 19/36 [==============>...............] - ETA: 0s 20/36 [===============>..............] - ETA: 0s 21/36 [================>.............] - ETA: 0s 22/36 [=================>............] - ETA: 0s 23/36 [==================>...........] - ETA: 0s 24/36 [===================>..........] - ETA: 0s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - 2s 51ms/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 1s 3/36 [=>............................] - ETA: 1s 4/36 [==>...........................] - ETA: 1s 5/36 [===>..........................] - ETA: 1s 6/36 [====>.........................] - ETA: 1s 7/36 [====>.........................] - ETA: 1s 8/36 [=====>........................] - ETA: 1s 9/36 [======>.......................] - ETA: 1s 11/36 [========>.....................] - ETA: 1s 12/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 0s 18/36 [==============>...............] - ETA: 0s 19/36 [==============>...............] - ETA: 0s 20/36 [===============>..............] - ETA: 0s 21/36 [================>.............] - ETA: 0s 22/36 [=================>............] - ETA: 0s 24/36 [===================>..........] - ETA: 0s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 2s 51ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 1s 4/36 [==>...........................] - ETA: 1s 6/36 [====>.........................] - ETA: 1s 7/36 [====>.........................] - ETA: 1s 8/36 [=====>........................] - ETA: 1s 10/36 [=======>......................] - ETA: 1s 11/36 [========>.....................] - ETA: 1s 12/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 0s 18/36 [==============>...............] - ETA: 0s 20/36 [===============>..............] - ETA: 0s 22/36 [=================>............] - ETA: 0s 23/36 [==================>...........] - ETA: 0s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 2s 51ms/step Saving marginal footprints