ATAC-seq ATAC_PE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json Wed Sep 21 10:14:46 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 GeForce ... On | 00000000:C5:00.0 Off | N/A | | 30% 34C P8 19W / 315W | 1MiB / 24576MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-09-21_10-14-46: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 105898 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 105898 Number of peaks input: 26072 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 26072 Number of non peaks input: 106137 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 106137 Number of non peaks input: 25832 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 25832 Number of peaks after removing outliers: 104732 Number of nonpeaks after removing outliers: 92898 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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2820/2904 [============================>.] - ETA: 0s 2828/2904 [============================>.] - ETA: 0s 2836/2904 [============================>.] - ETA: 0s 2844/2904 [============================>.] - ETA: 0s 2852/2904 [============================>.] - ETA: 0s 2860/2904 [============================>.] - ETA: 0s 2868/2904 [============================>.] - ETA: 0s 2876/2904 [============================>.] - ETA: 0s 2884/2904 [============================>.] - ETA: 0s 2892/2904 [============================>.] - ETA: 0s 2900/2904 [============================>.] - ETA: 0s 2904/2904 [==============================] - ETA: 0s 2904/2904 [==============================] - 54s 10ms/step 2022-09-21_10-18-25: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '12.7', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(94577, 10) loading nonpeaks... got split:train for bed regions:(84932, 10) loading peaks... got split:valid for bed regions:(10155, 10) loading nonpeaks... got split:valid for bed regions:(7966, 10) Epoch 1/50 1/1626 [..............................] - ETA: 54:16:57 - loss: 470.9768 - logits_profile_predictions_loss: 411.1700 - logcount_predictions_loss: 4.7092 2/1626 [..............................] - ETA: 8:32 - loss: 1345.9828 - logits_profile_predictions_loss: 394.6874 - logcount_predictions_loss: 74.9052  3/1626 [..............................] - ETA: 8:26 - loss: 1432.7152 - logits_profile_predictions_loss: 384.0490 - logcount_predictions_loss: 82.5722 4/1626 [..............................] - ETA: 8:24 - loss: 1401.5846 - logits_profile_predictions_loss: 378.5963 - logcount_predictions_loss: 80.5503 5/1626 [..............................] - ETA: 8:24 - loss: 1345.2418 - logits_profile_predictions_loss: 373.7875 - logcount_predictions_loss: 76.4925 6/1626 [..............................] - ETA: 8:23 - loss: 1287.5919 - logits_profile_predictions_loss: 370.3161 - logcount_predictions_loss: 72.2264 7/1626 [..............................] - ETA: 8:22 - loss: 1235.0758 - logits_profile_predictions_loss: 368.4319 - logcount_predictions_loss: 68.2397 8/1626 [..............................] - ETA: 8:21 - loss: 1187.8648 - logits_profile_predictions_loss: 367.1504 - logcount_predictions_loss: 64.6232 9/1626 [..............................] - ETA: 8:21 - loss: 1145.5519 - logits_profile_predictions_loss: 366.1355 - logcount_predictions_loss: 61.3714 10/1626 [..............................] - ETA: 8:20 - loss: 1107.9482 - logits_profile_predictions_loss: 365.4883 - logcount_predictions_loss: 58.4614 11/1626 [..............................] - ETA: 8:20 - loss: 1074.2933 - logits_profile_predictions_loss: 364.9818 - logcount_predictions_loss: 55.8513 12/1626 [..............................] - ETA: 8:19 - loss: 1043.4494 - logits_profile_predictions_loss: 364.1102 - logcount_predictions_loss: 53.4913 13/1626 [..............................] - ETA: 8:19 - loss: 1015.5508 - logits_profile_predictions_loss: 363.3483 - logcount_predictions_loss: 51.3545 14/1626 [..............................] - ETA: 8:18 - loss: 990.1649 - logits_profile_predictions_loss: 362.6571 - logcount_predictions_loss: 49.4101  15/1626 [..............................] - ETA: 8:18 - loss: 966.7788 - logits_profile_predictions_loss: 361.8440 - logcount_predictions_loss: 47.6327 16/1626 [..............................] - ETA: 8:17 - loss: 945.5717 - logits_profile_predictions_loss: 361.2896 - logcount_predictions_loss: 46.0065 17/1626 [..............................] - ETA: 8:17 - loss: 925.8343 - logits_profile_predictions_loss: 360.5938 - logcount_predictions_loss: 44.5071 18/1626 [..............................] - ETA: 8:17 - loss: 907.7481 - logits_profile_predictions_loss: 360.0710 - logcount_predictions_loss: 43.1242 19/1626 [..............................] - ETA: 8:16 - loss: 891.0464 - logits_profile_predictions_loss: 359.6230 - logcount_predictions_loss: 41.8444 20/1626 [..............................] - ETA: 8:16 - loss: 875.4357 - logits_profile_predictions_loss: 359.1249 - logcount_predictions_loss: 40.6544 21/1626 [..............................] - ETA: 8:16 - loss: 860.7976 - logits_profile_predictions_loss: 358.5817 - logcount_predictions_loss: 39.5446 22/1626 [..............................] - ETA: 8:15 - loss: 847.0398 - logits_profile_predictions_loss: 358.0084 - logcount_predictions_loss: 38.5064 23/1626 [..............................] - ETA: 8:15 - loss: 834.1027 - logits_profile_predictions_loss: 357.4293 - logcount_predictions_loss: 37.5333 24/1626 [..............................] - ETA: 8:15 - loss: 821.9406 - logits_profile_predictions_loss: 356.8679 - logcount_predictions_loss: 36.6199 25/1626 [..............................] - ETA: 8:14 - loss: 810.5414 - logits_profile_predictions_loss: 356.3742 - logcount_predictions_loss: 35.7612 26/1626 [..............................] - ETA: 8:14 - loss: 799.8749 - logits_profile_predictions_loss: 355.9682 - logcount_predictions_loss: 34.9533 27/1626 [..............................] - ETA: 8:14 - loss: 789.8219 - logits_profile_predictions_loss: 355.6055 - logcount_predictions_loss: 34.1903 28/1626 [..............................] - ETA: 8:13 - loss: 780.3015 - logits_profile_predictions_loss: 355.2528 - logcount_predictions_loss: 33.4684 29/1626 [..............................] - ETA: 8:13 - loss: 771.2521 - logits_profile_predictions_loss: 354.8973 - logcount_predictions_loss: 32.7838 30/1626 [..............................] - ETA: 8:13 - loss: 762.6687 - logits_profile_predictions_loss: 354.5649 - logcount_predictions_loss: 32.1342 31/1626 [..............................] - ETA: 8:12 - loss: 754.5045 - logits_profile_predictions_loss: 354.2465 - logcount_predictions_loss: 31.5164 32/1626 [..............................] - ETA: 8:12 - loss: 746.7101 - logits_profile_predictions_loss: 353.9242 - logcount_predictions_loss: 30.9280 33/1626 [..............................] - ETA: 8:12 - loss: 739.3534 - logits_profile_predictions_loss: 353.6756 - logcount_predictions_loss: 30.3683 34/1626 [..............................] - ETA: 8:12 - loss: 732.3426 - logits_profile_predictions_loss: 353.4473 - logcount_predictions_loss: 29.8343 35/1626 [..............................] - ETA: 8:11 - loss: 725.5985 - logits_profile_predictions_loss: 353.1928 - logcount_predictions_loss: 29.3233 36/1626 [..............................] - ETA: 8:11 - loss: 719.1717 - logits_profile_predictions_loss: 352.9687 - logcount_predictions_loss: 28.8349 37/1626 [..............................] - ETA: 8:11 - loss: 713.0561 - logits_profile_predictions_loss: 352.7866 - logcount_predictions_loss: 28.3677 38/1626 [..............................] - ETA: 8:11 - loss: 707.2120 - logits_profile_predictions_loss: 352.6254 - logcount_predictions_loss: 27.9202 39/1626 [..............................] - ETA: 8:10 - loss: 701.6045 - logits_profile_predictions_loss: 352.4710 - logcount_predictions_loss: 27.4908 40/1626 [..............................] - ETA: 8:10 - loss: 696.2434 - logits_profile_predictions_loss: 352.3428 - logcount_predictions_loss: 27.0788 41/1626 [..............................] - ETA: 8:10 - loss: 691.1174 - logits_profile_predictions_loss: 352.2430 - logcount_predictions_loss: 26.6830 42/1626 [..............................] - ETA: 8:09 - loss: 686.2152 - logits_profile_predictions_loss: 352.1718 - logcount_predictions_loss: 26.3026 43/1626 [..............................] - ETA: 8:09 - loss: 681.4815 - logits_profile_predictions_loss: 352.0916 - logcount_predictions_loss: 25.9362 44/1626 [..............................] - ETA: 8:09 - loss: 676.8897 - logits_profile_predictions_loss: 351.9905 - logcount_predictions_loss: 25.5826 45/1626 [..............................] - ETA: 8:08 - loss: 672.4507 - logits_profile_predictions_loss: 351.8834 - logcount_predictions_loss: 25.2415 46/1626 [..............................] - ETA: 8:08 - loss: 668.1878 - logits_profile_predictions_loss: 351.7973 - logcount_predictions_loss: 24.9126 47/1626 [..............................] - ETA: 8:08 - loss: 664.0750 - logits_profile_predictions_loss: 351.7173 - logcount_predictions_loss: 24.5951 48/1626 [..............................] - ETA: 8:07 - loss: 660.0844 - logits_profile_predictions_loss: 351.6271 - logcount_predictions_loss: 24.2880 49/1626 [..............................] - ETA: 8:07 - loss: 656.2143 - logits_profile_predictions_loss: 351.5312 - logcount_predictions_loss: 23.9908 50/1626 [..............................] - ETA: 8:07 - loss: 652.4873 - logits_profile_predictions_loss: 351.4519 - logcount_predictions_loss: 23.7036 51/1626 [..............................] - ETA: 8:06 - loss: 648.8719 - logits_profile_predictions_loss: 351.3695 - logcount_predictions_loss: 23.4254 52/1626 [..............................] - ETA: 8:06 - loss: 645.3468 - logits_profile_predictions_loss: 351.2711 - logcount_predictions_loss: 23.1556 53/1626 [..............................] - ETA: 8:06 - loss: 641.9443 - logits_profile_predictions_loss: 351.1870 - logcount_predictions_loss: 22.8943 54/1626 [..............................] - ETA: 8:05 - loss: 638.6555 - logits_profile_predictions_loss: 351.1148 - logcount_predictions_loss: 22.6410 55/1626 [>.............................] - ETA: 8:05 - loss: 635.4562 - logits_profile_predictions_loss: 351.0384 - logcount_predictions_loss: 22.3951 56/1626 [>.............................] - ETA: 8:05 - loss: 632.3433 - logits_profile_predictions_loss: 350.9592 - logcount_predictions_loss: 22.1562 57/1626 [>.............................] - ETA: 8:05 - loss: 629.3214 - logits_profile_predictions_loss: 350.8834 - logcount_predictions_loss: 21.9242 58/1626 [>.............................] - ETA: 8:04 - loss: 626.3838 - logits_profile_predictions_loss: 350.8083 - logcount_predictions_loss: 21.6989 59/1626 [>.............................] - ETA: 8:04 - loss: 623.5230 - logits_profile_predictions_loss: 350.7314 - logcount_predictions_loss: 21.4797 60/1626 [>.............................] - ETA: 8:04 - loss: 620.7497 - logits_profile_predictions_loss: 350.6635 - logcount_predictions_loss: 21.2666 61/1626 [>.............................] - ETA: 8:03 - loss: 618.0522 - logits_profile_predictions_loss: 350.5981 - logcount_predictions_loss: 21.0594 62/1626 [>.............................] - ETA: 8:03 - loss: 615.4331 - logits_profile_predictions_loss: 350.5406 - logcount_predictions_loss: 20.8577 63/1626 [>.............................] - ETA: 8:03 - loss: 612.8804 - logits_profile_predictions_loss: 350.4823 - logcount_predictions_loss: 20.6613 64/1626 [>.............................] - ETA: 8:02 - loss: 610.3901 - logits_profile_predictions_loss: 350.4222 - logcount_predictions_loss: 20.4699 65/1626 [>.............................] - ETA: 8:02 - loss: 607.9653 - logits_profile_predictions_loss: 350.3655 - logcount_predictions_loss: 20.2835 66/1626 [>.............................] - ETA: 8:02 - loss: 605.5895 - logits_profile_predictions_loss: 350.3008 - logcount_predictions_loss: 20.1015 67/1626 [>.............................] - ETA: 8:01 - loss: 603.2685 - logits_profile_predictions_loss: 350.2343 - logcount_predictions_loss: 19.9240 68/1626 [>.............................] - ETA: 8:01 - loss: 600.9975 - logits_profile_predictions_loss: 350.1645 - logcount_predictions_loss: 19.7506 69/1626 [>.............................] - ETA: 8:01 - loss: 598.7870 - logits_profile_predictions_loss: 350.1014 - logcount_predictions_loss: 19.5815 70/1626 [>.............................] - ETA: 8:01 - loss: 596.6161 - logits_profile_predictions_loss: 350.0298 - logcount_predictions_loss: 19.4162 71/1626 [>.............................] - ETA: 8:00 - loss: 594.4868 - logits_profile_predictions_loss: 349.9528 - logcount_predictions_loss: 19.2546 72/1626 [>.............................] - ETA: 8:00 - loss: 592.4051 - logits_profile_predictions_loss: 349.8764 - logcount_predictions_loss: 19.0968 73/1626 [>.............................] - ETA: 8:00 - loss: 590.3824 - logits_profile_predictions_loss: 349.8111 - logcount_predictions_loss: 18.9426 74/1626 [>.............................] - ETA: 7:59 - loss: 588.4014 - logits_profile_predictions_loss: 349.7440 - logcount_predictions_loss: 18.7919 75/1626 [>.............................] - ETA: 7:59 - loss: 586.4625 - logits_profile_predictions_loss: 349.6765 - logcount_predictions_loss: 18.6446 76/1626 [>.............................] - ETA: 7:59 - loss: 584.5656 - logits_profile_predictions_loss: 349.6099 - logcount_predictions_loss: 18.5004 77/1626 [>.............................] - ETA: 7:59 - loss: 582.7125 - logits_profile_predictions_loss: 349.5465 - logcount_predictions_loss: 18.3595 78/1626 [>.............................] - ETA: 7:58 - loss: 580.9044 - logits_profile_predictions_loss: 349.4885 - logcount_predictions_loss: 18.2217 79/1626 [>.............................] - ETA: 7:58 - loss: 579.1466 - logits_profile_predictions_loss: 349.4416 - logcount_predictions_loss: 18.0870 80/1626 [>.............................] - ETA: 7:58 - loss: 577.4268 - logits_profile_predictions_loss: 349.3967 - logcount_predictions_loss: 17.9551 81/1626 [>.............................] - ETA: 7:57 - loss: 575.7375 - logits_profile_predictions_loss: 349.3486 - logcount_predictions_loss: 17.8259 82/1626 [>.............................] - ETA: 7:57 - loss: 574.0810 - logits_profile_predictions_loss: 349.3001 - logcount_predictions_loss: 17.6993 83/1626 [>.............................] - ETA: 7:57 - loss: 572.4655 - logits_profile_predictions_loss: 349.2589 - logcount_predictions_loss: 17.5753 84/1626 [>.............................] - ETA: 7:56 - loss: 570.8762 - logits_profile_predictions_loss: 349.2139 - logcount_predictions_loss: 17.4537 85/1626 [>.............................] - ETA: 7:56 - loss: 569.3222 - logits_profile_predictions_loss: 349.1729 - logcount_predictions_loss: 17.3346 86/1626 [>.............................] - ETA: 7:56 - loss: 567.8033 - logits_profile_predictions_loss: 349.1363 - logcount_predictions_loss: 17.2179 87/1626 [>.............................] - ETA: 7:56 - loss: 566.3118 - logits_profile_predictions_loss: 349.0990 - logcount_predictions_loss: 17.1034 88/1626 [>.............................] - ETA: 7:55 - loss: 564.8463 - logits_profile_predictions_loss: 349.0606 - logcount_predictions_loss: 16.9910 89/1626 [>.............................] - ETA: 7:55 - loss: 563.4100 - logits_profile_predictions_loss: 349.0242 - logcount_predictions_loss: 16.8808 90/1626 [>.............................] - ETA: 7:55 - loss: 562.0067 - logits_profile_predictions_loss: 348.9934 - logcount_predictions_loss: 16.7727 91/1626 [>.............................] - ETA: 7:54 - loss: 560.6358 - logits_profile_predictions_loss: 348.9685 - logcount_predictions_loss: 16.6667 92/1626 [>.............................] - ETA: 7:54 - loss: 559.2880 - logits_profile_predictions_loss: 348.9424 - logcount_predictions_loss: 16.5626 93/1626 [>.............................] - ETA: 7:54 - loss: 557.9607 - logits_profile_predictions_loss: 348.9136 - logcount_predictions_loss: 16.4604 94/1626 [>.............................] - ETA: 7:53 - loss: 556.6535 - logits_profile_predictions_loss: 348.8819 - logcount_predictions_loss: 16.3600 95/1626 [>.............................] - ETA: 7:53 - loss: 555.3753 - logits_profile_predictions_loss: 348.8557 - logcount_predictions_loss: 16.2614 96/1626 [>.............................] - ETA: 7:53 - loss: 554.1200 - logits_profile_predictions_loss: 348.8301 - logcount_predictions_loss: 16.1646 97/1626 [>.............................] - ETA: 7:53 - loss: 552.8894 - logits_profile_predictions_loss: 348.8075 - logcount_predictions_loss: 16.0694 98/1626 [>.............................] - ETA: 7:52 - loss: 551.6856 - logits_profile_predictions_loss: 348.7898 - logcount_predictions_loss: 15.9761 99/1626 [>.............................] - ETA: 7:52 - loss: 550.4977 - logits_profile_predictions_loss: 348.7685 - logcount_predictions_loss: 15.8842 100/1626 [>.............................] - ETA: 7:52 - loss: 549.3286 - logits_profile_predictions_loss: 348.7465 - logcount_predictions_loss: 15.7939 101/1626 [>.............................] - ETA: 7:51 - loss: 548.1782 - logits_profile_predictions_loss: 348.7242 - logcount_predictions_loss: 15.7050 102/1626 [>.............................] - ETA: 7:51 - loss: 547.0502 - logits_profile_predictions_loss: 348.7050 - logcount_predictions_loss: 15.6177 103/1626 [>.............................] - ETA: 7:51 - loss: 545.9433 - logits_profile_predictions_loss: 348.6879 - logcount_predictions_loss: 15.5319 104/1626 [>.............................] - ETA: 7:50 - loss: 544.8528 - logits_profile_predictions_loss: 348.6698 - logcount_predictions_loss: 15.4475 105/1626 [>.............................] - ETA: 7:50 - loss: 543.7796 - logits_profile_predictions_loss: 348.6515 - logcount_predictions_loss: 15.3644 106/1626 [>.............................] - ETA: 7:50 - loss: 542.7208 - logits_profile_predictions_loss: 348.6313 - logcount_predictions_loss: 15.2826 107/1626 [>.............................] - ETA: 7:50 - loss: 541.6795 - logits_profile_predictions_loss: 348.6118 - logcount_predictions_loss: 15.2022 108/1626 [>.............................] - ETA: 7:49 - loss: 540.6542 - logits_profile_predictions_loss: 348.5925 - logcount_predictions_loss: 15.1230 109/1626 [=>............................] - ETA: 7:49 - loss: 539.6443 - logits_profile_predictions_loss: 348.5730 - logcount_predictions_loss: 15.0450 110/1626 [=>............................] - ETA: 7:49 - loss: 538.6498 - logits_profile_predictions_loss: 348.5532 - logcount_predictions_loss: 14.9682 111/1626 [=>............................] - ETA: 7:48 - loss: 537.6643 - logits_profile_predictions_loss: 348.5287 - logcount_predictions_loss: 14.8926 112/1626 [=>............................] - ETA: 7:48 - loss: 536.6915 - logits_profile_predictions_loss: 348.5026 - logcount_predictions_loss: 14.8180 113/1626 [=>............................] - ETA: 7:48 - loss: 535.7388 - logits_profile_predictions_loss: 348.4813 - logcount_predictions_loss: 14.7447 114/1626 [=>............................] - ETA: 7:47 - loss: 534.7979 - logits_profile_predictions_loss: 348.4582 - logcount_predictions_loss: 14.6724 115/1626 [=>............................] - ETA: 7:47 - loss: 533.8676 - logits_profile_predictions_loss: 348.4327 - logcount_predictions_loss: 14.6012 116/1626 [=>............................] - ETA: 7:47 - loss: 532.9542 - logits_profile_predictions_loss: 348.4100 - logcount_predictions_loss: 14.5310 117/1626 [=>............................] - ETA: 7:47 - loss: 532.0503 - logits_profile_predictions_loss: 348.3845 - logcount_predictions_loss: 14.4619 118/1626 [=>............................] - ETA: 7:46 - loss: 531.1601 - logits_profile_predictions_loss: 348.3599 - logcount_predictions_loss: 14.3937 119/1626 [=>............................] - ETA: 7:46 - loss: 530.2808 - logits_profile_predictions_loss: 348.3341 - logcount_predictions_loss: 14.3265 120/1626 [=>............................] - ETA: 7:46 - loss: 529.4183 - logits_profile_predictions_loss: 348.3120 - logcount_predictions_loss: 14.2603 121/1626 [=>............................] - ETA: 7:45 - loss: 528.5651 - logits_profile_predictions_loss: 348.2879 - logcount_predictions_loss: 14.1951 122/1626 [=>............................] - ETA: 7:45 - loss: 527.7255 - logits_profile_predictions_loss: 348.2655 - logcount_predictions_loss: 14.1307 123/1626 [=>............................] - ETA: 7:45 - loss: 526.8946 - logits_profile_predictions_loss: 348.2409 - logcount_predictions_loss: 14.0672 124/1626 [=>............................] - ETA: 7:44 - loss: 526.0723 - logits_profile_predictions_loss: 348.2142 - logcount_predictions_loss: 14.0046 125/1626 [=>............................] - ETA: 7:44 - loss: 525.2598 - logits_profile_predictions_loss: 348.1866 - logcount_predictions_loss: 13.9428 126/1626 [=>............................] - ETA: 7:44 - loss: 524.4606 - 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[=>............................] - ETA: 7:42 - loss: 519.1604 - logits_profile_predictions_loss: 347.9959 - logcount_predictions_loss: 13.4775 134/1626 [=>............................] - ETA: 7:41 - loss: 518.4398 - logits_profile_predictions_loss: 347.9712 - logcount_predictions_loss: 13.4227 135/1626 [=>............................] - ETA: 7:41 - loss: 517.7296 - logits_profile_predictions_loss: 347.9479 - logcount_predictions_loss: 13.3686 136/1626 [=>............................] - ETA: 7:41 - loss: 517.0291 - logits_profile_predictions_loss: 347.9254 - logcount_predictions_loss: 13.3153 137/1626 [=>............................] - ETA: 7:41 - loss: 516.3371 - logits_profile_predictions_loss: 347.9029 - logcount_predictions_loss: 13.2625 138/1626 [=>............................] - ETA: 7:40 - loss: 515.6558 - logits_profile_predictions_loss: 347.8823 - logcount_predictions_loss: 13.2105 139/1626 [=>............................] - ETA: 7:40 - loss: 514.9819 - 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1622/1626 [============================>.] - ETA: 1s - loss: 392.7592 - logits_profile_predictions_loss: 334.6316 - logcount_predictions_loss: 4.5770 1623/1626 [============================>.] - ETA: 1s - loss: 392.7377 - logits_profile_predictions_loss: 334.6274 - logcount_predictions_loss: 4.5756 1624/1626 [============================>.] - ETA: 0s - loss: 392.7161 - logits_profile_predictions_loss: 334.6232 - logcount_predictions_loss: 4.5742 1625/1626 [============================>.] - ETA: 0s - loss: 392.6946 - logits_profile_predictions_loss: 334.6191 - logcount_predictions_loss: 4.5729 1626/1626 [==============================] - ETA: 0s - loss: 392.6731 - logits_profile_predictions_loss: 334.6149 - logcount_predictions_loss: 4.5715 1626/1626 [==============================] - 761s 395ms/step - loss: 392.6516 - logits_profile_predictions_loss: 334.6108 - logcount_predictions_loss: 4.5701 - val_loss: 347.8604 - val_logits_profile_predictions_loss: 339.1726 - val_logcount_predictions_loss: 0.6841 Epoch 00001: val_loss improved from inf to 347.86044, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 2/50 1/1626 [..............................] - ETA: 8:33 - loss: 298.4846 - logits_profile_predictions_loss: 292.2525 - logcount_predictions_loss: 0.4907 2/1626 [..............................] - ETA: 8:22 - loss: 304.6022 - logits_profile_predictions_loss: 297.6635 - logcount_predictions_loss: 0.5464 3/1626 [..............................] - ETA: 8:21 - loss: 307.9633 - logits_profile_predictions_loss: 300.9798 - logcount_predictions_loss: 0.5499 4/1626 [..............................] - ETA: 8:22 - loss: 311.0700 - logits_profile_predictions_loss: 304.0379 - logcount_predictions_loss: 0.5537 5/1626 [..............................] - ETA: 8:21 - loss: 312.8411 - logits_profile_predictions_loss: 305.7595 - logcount_predictions_loss: 0.5576 6/1626 [..............................] - ETA: 8:21 - loss: 315.7168 - logits_profile_predictions_loss: 308.5819 - logcount_predictions_loss: 0.5618 7/1626 [..............................] - ETA: 8:21 - loss: 318.1413 - logits_profile_predictions_loss: 310.9359 - logcount_predictions_loss: 0.5674 8/1626 [..............................] - ETA: 8:21 - loss: 319.7335 - logits_profile_predictions_loss: 312.4264 - logcount_predictions_loss: 0.5754 9/1626 [..............................] - ETA: 8:20 - loss: 320.8706 - logits_profile_predictions_loss: 313.4931 - logcount_predictions_loss: 0.5809 10/1626 [..............................] - ETA: 8:20 - loss: 321.6750 - logits_profile_predictions_loss: 314.2435 - logcount_predictions_loss: 0.5852 11/1626 [..............................] - ETA: 8:20 - loss: 322.1264 - logits_profile_predictions_loss: 314.6602 - logcount_predictions_loss: 0.5879 12/1626 [..............................] - ETA: 8:19 - loss: 322.4397 - logits_profile_predictions_loss: 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26/1626 [..............................] - ETA: 8:15 - loss: 324.4714 - logits_profile_predictions_loss: 316.6771 - logcount_predictions_loss: 0.6137 27/1626 [..............................] - ETA: 8:15 - loss: 324.3947 - logits_profile_predictions_loss: 316.5885 - logcount_predictions_loss: 0.6147 28/1626 [..............................] - ETA: 8:15 - loss: 324.3421 - logits_profile_predictions_loss: 316.5253 - logcount_predictions_loss: 0.6155 29/1626 [..............................] - ETA: 8:14 - loss: 324.2840 - logits_profile_predictions_loss: 316.4587 - logcount_predictions_loss: 0.6162 30/1626 [..............................] - ETA: 8:14 - loss: 324.2394 - logits_profile_predictions_loss: 316.4066 - logcount_predictions_loss: 0.6168 31/1626 [..............................] - ETA: 8:14 - loss: 324.2385 - logits_profile_predictions_loss: 316.3996 - logcount_predictions_loss: 0.6172 32/1626 [..............................] - ETA: 8:13 - loss: 324.2332 - 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logits_profile_predictions_loss: 317.1068 - logcount_predictions_loss: 0.6436 190/1626 [==>...........................] - ETA: 7:26 - loss: 325.2821 - logits_profile_predictions_loss: 317.1089 - logcount_predictions_loss: 0.6436 191/1626 [==>...........................] - ETA: 7:25 - loss: 325.2844 - logits_profile_predictions_loss: 317.1114 - logcount_predictions_loss: 0.6435 192/1626 [==>...........................] - ETA: 7:25 - loss: 325.2861 - logits_profile_predictions_loss: 317.1133 - logcount_predictions_loss: 0.6435 193/1626 [==>...........................] - ETA: 7:25 - loss: 325.2884 - logits_profile_predictions_loss: 317.1159 - logcount_predictions_loss: 0.6435 194/1626 [==>...........................] - ETA: 7:24 - loss: 325.2901 - logits_profile_predictions_loss: 317.1177 - logcount_predictions_loss: 0.6435 195/1626 [==>...........................] - ETA: 7:24 - loss: 325.2919 - logits_profile_predictions_loss: 317.1198 - logcount_predictions_loss: 0.6435 196/1626 [==>...........................] - ETA: 7:24 - loss: 325.2925 - logits_profile_predictions_loss: 317.1206 - logcount_predictions_loss: 0.6435 197/1626 [==>...........................] - ETA: 7:24 - loss: 325.2924 - logits_profile_predictions_loss: 317.1207 - logcount_predictions_loss: 0.6434 198/1626 [==>...........................] - ETA: 7:23 - loss: 325.2935 - logits_profile_predictions_loss: 317.1219 - logcount_predictions_loss: 0.6434 199/1626 [==>...........................] - ETA: 7:23 - loss: 325.2946 - logits_profile_predictions_loss: 317.1230 - logcount_predictions_loss: 0.6434 200/1626 [==>...........................] - ETA: 7:23 - loss: 325.2955 - logits_profile_predictions_loss: 317.1238 - logcount_predictions_loss: 0.6434 201/1626 [==>...........................] - ETA: 7:22 - loss: 325.2973 - logits_profile_predictions_loss: 317.1256 - logcount_predictions_loss: 0.6434 202/1626 [==>...........................] - ETA: 7:22 - loss: 325.2987 - logits_profile_predictions_loss: 317.1270 - logcount_predictions_loss: 0.6434 203/1626 [==>...........................] - ETA: 7:22 - loss: 325.2999 - logits_profile_predictions_loss: 317.1282 - logcount_predictions_loss: 0.6434 204/1626 [==>...........................] - ETA: 7:21 - loss: 325.3012 - logits_profile_predictions_loss: 317.1296 - logcount_predictions_loss: 0.6434 205/1626 [==>...........................] - ETA: 7:21 - loss: 325.3018 - logits_profile_predictions_loss: 317.1303 - logcount_predictions_loss: 0.6434 206/1626 [==>...........................] - ETA: 7:21 - loss: 325.3018 - logits_profile_predictions_loss: 317.1303 - logcount_predictions_loss: 0.6434 207/1626 [==>...........................] - ETA: 7:21 - loss: 325.3010 - logits_profile_predictions_loss: 317.1296 - logcount_predictions_loss: 0.6434 208/1626 [==>...........................] - ETA: 7:20 - loss: 325.3004 - logits_profile_predictions_loss: 317.1291 - logcount_predictions_loss: 0.6434 209/1626 [==>...........................] - ETA: 7:20 - loss: 325.2997 - logits_profile_predictions_loss: 317.1286 - logcount_predictions_loss: 0.6434 210/1626 [==>...........................] - ETA: 7:20 - loss: 325.2991 - logits_profile_predictions_loss: 317.1281 - logcount_predictions_loss: 0.6434 211/1626 [==>...........................] - ETA: 7:19 - loss: 325.2978 - logits_profile_predictions_loss: 317.1269 - logcount_predictions_loss: 0.6434 212/1626 [==>...........................] - ETA: 7:19 - loss: 325.2958 - logits_profile_predictions_loss: 317.1251 - logcount_predictions_loss: 0.6434 213/1626 [==>...........................] - ETA: 7:19 - loss: 325.2937 - logits_profile_predictions_loss: 317.1230 - logcount_predictions_loss: 0.6434 214/1626 [==>...........................] - ETA: 7:18 - loss: 325.2910 - logits_profile_predictions_loss: 317.1205 - logcount_predictions_loss: 0.6433 215/1626 [==>...........................] - ETA: 7:18 - loss: 325.2885 - logits_profile_predictions_loss: 317.1181 - logcount_predictions_loss: 0.6433 216/1626 [==>...........................] - ETA: 7:18 - loss: 325.2853 - logits_profile_predictions_loss: 317.1150 - logcount_predictions_loss: 0.6433 217/1626 [===>..........................] - ETA: 7:17 - loss: 325.2834 - logits_profile_predictions_loss: 317.1132 - logcount_predictions_loss: 0.6433 218/1626 [===>..........................] - ETA: 7:17 - loss: 325.2810 - logits_profile_predictions_loss: 317.1109 - logcount_predictions_loss: 0.6433 219/1626 [===>..........................] - ETA: 7:17 - loss: 325.2780 - logits_profile_predictions_loss: 317.1079 - logcount_predictions_loss: 0.6433 220/1626 [===>..........................] - ETA: 7:17 - loss: 325.2746 - logits_profile_predictions_loss: 317.1046 - logcount_predictions_loss: 0.6433 221/1626 [===>..........................] - ETA: 7:16 - loss: 325.2716 - logits_profile_predictions_loss: 317.1017 - logcount_predictions_loss: 0.6433 222/1626 [===>..........................] - ETA: 7:16 - loss: 325.2690 - logits_profile_predictions_loss: 317.0991 - logcount_predictions_loss: 0.6433 223/1626 [===>..........................] - ETA: 7:16 - loss: 325.2663 - logits_profile_predictions_loss: 317.0965 - logcount_predictions_loss: 0.6433 224/1626 [===>..........................] - ETA: 7:15 - loss: 325.2641 - logits_profile_predictions_loss: 317.0944 - logcount_predictions_loss: 0.6433 225/1626 [===>..........................] - ETA: 7:15 - loss: 325.2627 - logits_profile_predictions_loss: 317.0930 - logcount_predictions_loss: 0.6433 226/1626 [===>..........................] - ETA: 7:15 - loss: 325.2614 - logits_profile_predictions_loss: 317.0919 - logcount_predictions_loss: 0.6433 227/1626 [===>..........................] - ETA: 7:14 - loss: 325.2607 - logits_profile_predictions_loss: 317.0912 - logcount_predictions_loss: 0.6433 228/1626 [===>..........................] - ETA: 7:14 - loss: 325.2597 - logits_profile_predictions_loss: 317.0903 - logcount_predictions_loss: 0.6433 229/1626 [===>..........................] - ETA: 7:14 - loss: 325.2578 - logits_profile_predictions_loss: 317.0885 - logcount_predictions_loss: 0.6433 230/1626 [===>..........................] - ETA: 7:13 - loss: 325.2551 - logits_profile_predictions_loss: 317.0859 - logcount_predictions_loss: 0.6432 231/1626 [===>..........................] - ETA: 7:13 - loss: 325.2524 - logits_profile_predictions_loss: 317.0833 - logcount_predictions_loss: 0.6432 232/1626 [===>..........................] - ETA: 7:13 - loss: 325.2509 - logits_profile_predictions_loss: 317.0818 - logcount_predictions_loss: 0.6432 233/1626 [===>..........................] - ETA: 7:13 - loss: 325.2492 - logits_profile_predictions_loss: 317.0803 - logcount_predictions_loss: 0.6432 234/1626 [===>..........................] - ETA: 7:12 - loss: 325.2474 - logits_profile_predictions_loss: 317.0786 - logcount_predictions_loss: 0.6432 235/1626 [===>..........................] - ETA: 7:12 - loss: 325.2455 - logits_profile_predictions_loss: 317.0767 - logcount_predictions_loss: 0.6432 236/1626 [===>..........................] - ETA: 7:12 - loss: 325.2433 - logits_profile_predictions_loss: 317.0746 - logcount_predictions_loss: 0.6432 237/1626 [===>..........................] - ETA: 7:11 - loss: 325.2417 - logits_profile_predictions_loss: 317.0731 - logcount_predictions_loss: 0.6432 238/1626 [===>..........................] - ETA: 7:11 - loss: 325.2400 - logits_profile_predictions_loss: 317.0715 - logcount_predictions_loss: 0.6432 239/1626 [===>..........................] - ETA: 7:11 - loss: 325.2386 - logits_profile_predictions_loss: 317.0703 - logcount_predictions_loss: 0.6432 240/1626 [===>..........................] - ETA: 7:10 - loss: 325.2368 - logits_profile_predictions_loss: 317.0687 - logcount_predictions_loss: 0.6432 241/1626 [===>..........................] - ETA: 7:10 - loss: 325.2350 - logits_profile_predictions_loss: 317.0671 - logcount_predictions_loss: 0.6431 242/1626 [===>..........................] - ETA: 7:10 - loss: 325.2330 - logits_profile_predictions_loss: 317.0653 - logcount_predictions_loss: 0.6431 243/1626 [===>..........................] - ETA: 7:09 - loss: 325.2314 - logits_profile_predictions_loss: 317.0639 - logcount_predictions_loss: 0.6431 244/1626 [===>..........................] - ETA: 7:09 - loss: 325.2297 - logits_profile_predictions_loss: 317.0623 - logcount_predictions_loss: 0.6431 245/1626 [===>..........................] - ETA: 7:09 - loss: 325.2281 - logits_profile_predictions_loss: 317.0610 - logcount_predictions_loss: 0.6431 246/1626 [===>..........................] - ETA: 7:08 - loss: 325.2266 - logits_profile_predictions_loss: 317.0596 - logcount_predictions_loss: 0.6431 247/1626 [===>..........................] - ETA: 7:08 - loss: 325.2251 - logits_profile_predictions_loss: 317.0583 - logcount_predictions_loss: 0.6431 248/1626 [===>..........................] - ETA: 7:08 - loss: 325.2237 - logits_profile_predictions_loss: 317.0572 - logcount_predictions_loss: 0.6430 249/1626 [===>..........................] - ETA: 7:08 - loss: 325.2228 - logits_profile_predictions_loss: 317.0564 - logcount_predictions_loss: 0.6430 250/1626 [===>..........................] - ETA: 7:07 - loss: 325.2223 - logits_profile_predictions_loss: 317.0561 - logcount_predictions_loss: 0.6430 251/1626 [===>..........................] - ETA: 7:07 - loss: 325.2218 - logits_profile_predictions_loss: 317.0558 - logcount_predictions_loss: 0.6430 252/1626 [===>..........................] - ETA: 7:07 - loss: 325.2208 - logits_profile_predictions_loss: 317.0549 - logcount_predictions_loss: 0.6430 253/1626 [===>..........................] - ETA: 7:06 - loss: 325.2193 - logits_profile_predictions_loss: 317.0536 - logcount_predictions_loss: 0.6430 254/1626 [===>..........................] - ETA: 7:06 - loss: 325.2179 - logits_profile_predictions_loss: 317.0523 - logcount_predictions_loss: 0.6430 255/1626 [===>..........................] - ETA: 7:06 - loss: 325.2164 - logits_profile_predictions_loss: 317.0509 - logcount_predictions_loss: 0.6430 256/1626 [===>..........................] - ETA: 7:05 - loss: 325.2150 - logits_profile_predictions_loss: 317.0496 - logcount_predictions_loss: 0.6429 257/1626 [===>..........................] - ETA: 7:05 - loss: 325.2132 - logits_profile_predictions_loss: 317.0480 - logcount_predictions_loss: 0.6429 258/1626 [===>..........................] - ETA: 7:05 - loss: 325.2121 - logits_profile_predictions_loss: 317.0470 - logcount_predictions_loss: 0.6429 259/1626 [===>..........................] - ETA: 7:05 - loss: 325.2115 - logits_profile_predictions_loss: 317.0465 - logcount_predictions_loss: 0.6429 260/1626 [===>..........................] - ETA: 7:04 - loss: 325.2116 - logits_profile_predictions_loss: 317.0468 - logcount_predictions_loss: 0.6429 261/1626 [===>..........................] - ETA: 7:04 - loss: 325.2114 - logits_profile_predictions_loss: 317.0468 - logcount_predictions_loss: 0.6429 262/1626 [===>..........................] - ETA: 7:04 - loss: 325.2111 - logits_profile_predictions_loss: 317.0466 - logcount_predictions_loss: 0.6429 263/1626 [===>..........................] - ETA: 7:03 - loss: 325.2109 - logits_profile_predictions_loss: 317.0465 - logcount_predictions_loss: 0.6429 264/1626 [===>..........................] - ETA: 7:03 - loss: 325.2109 - logits_profile_predictions_loss: 317.0466 - logcount_predictions_loss: 0.6429 265/1626 [===>..........................] - ETA: 7:03 - loss: 325.2108 - logits_profile_predictions_loss: 317.0467 - logcount_predictions_loss: 0.6428 266/1626 [===>..........................] - ETA: 7:02 - loss: 325.2109 - logits_profile_predictions_loss: 317.0469 - logcount_predictions_loss: 0.6428 267/1626 [===>..........................] - ETA: 7:02 - loss: 325.2115 - logits_profile_predictions_loss: 317.0476 - logcount_predictions_loss: 0.6428 268/1626 [===>..........................] - ETA: 7:02 - loss: 325.2119 - logits_profile_predictions_loss: 317.0481 - logcount_predictions_loss: 0.6428 269/1626 [===>..........................] - ETA: 7:01 - loss: 325.2121 - logits_profile_predictions_loss: 317.0485 - logcount_predictions_loss: 0.6428 270/1626 [===>..........................] - ETA: 7:01 - loss: 325.2121 - logits_profile_predictions_loss: 317.0486 - logcount_predictions_loss: 0.6428 271/1626 [====>.........................] - ETA: 7:01 - loss: 325.2122 - logits_profile_predictions_loss: 317.0488 - logcount_predictions_loss: 0.6428 272/1626 [====>.........................] - ETA: 7:01 - loss: 325.2124 - logits_profile_predictions_loss: 317.0491 - logcount_predictions_loss: 0.6428 273/1626 [====>.........................] - ETA: 7:00 - loss: 325.2127 - logits_profile_predictions_loss: 317.0495 - logcount_predictions_loss: 0.6428 274/1626 [====>.........................] - ETA: 7:00 - loss: 325.2126 - logits_profile_predictions_loss: 317.0495 - logcount_predictions_loss: 0.6428 275/1626 [====>.........................] - ETA: 7:00 - loss: 325.2129 - logits_profile_predictions_loss: 317.0499 - logcount_predictions_loss: 0.6428 276/1626 [====>.........................] - ETA: 6:59 - loss: 325.2133 - logits_profile_predictions_loss: 317.0505 - logcount_predictions_loss: 0.6427 277/1626 [====>.........................] - ETA: 6:59 - loss: 325.2141 - logits_profile_predictions_loss: 317.0515 - logcount_predictions_loss: 0.6427 278/1626 [====>.........................] - ETA: 6:59 - loss: 325.2150 - logits_profile_predictions_loss: 317.0525 - logcount_predictions_loss: 0.6427 279/1626 [====>.........................] - ETA: 6:58 - loss: 325.2158 - logits_profile_predictions_loss: 317.0535 - logcount_predictions_loss: 0.6427 280/1626 [====>.........................] - ETA: 6:58 - loss: 325.2168 - logits_profile_predictions_loss: 317.0547 - logcount_predictions_loss: 0.6427 281/1626 [====>.........................] - ETA: 6:58 - loss: 325.2180 - logits_profile_predictions_loss: 317.0561 - logcount_predictions_loss: 0.6427 282/1626 [====>.........................] - ETA: 6:57 - loss: 325.2197 - logits_profile_predictions_loss: 317.0579 - logcount_predictions_loss: 0.6427 283/1626 [====>.........................] - ETA: 6:57 - loss: 325.2213 - logits_profile_predictions_loss: 317.0597 - logcount_predictions_loss: 0.6426 284/1626 [====>.........................] - ETA: 6:57 - loss: 325.2233 - logits_profile_predictions_loss: 317.0619 - logcount_predictions_loss: 0.6426 285/1626 [====>.........................] - ETA: 6:57 - loss: 325.2253 - logits_profile_predictions_loss: 317.0641 - logcount_predictions_loss: 0.6426 286/1626 [====>.........................] - ETA: 6:56 - loss: 325.2270 - logits_profile_predictions_loss: 317.0661 - logcount_predictions_loss: 0.6426 287/1626 [====>.........................] - ETA: 6:56 - loss: 325.2286 - logits_profile_predictions_loss: 317.0678 - logcount_predictions_loss: 0.6426 288/1626 [====>.........................] - ETA: 6:56 - loss: 325.2296 - logits_profile_predictions_loss: 317.0690 - logcount_predictions_loss: 0.6426 289/1626 [====>.........................] - ETA: 6:55 - loss: 325.2300 - logits_profile_predictions_loss: 317.0696 - logcount_predictions_loss: 0.6426 290/1626 [====>.........................] - ETA: 6:55 - loss: 325.2304 - logits_profile_predictions_loss: 317.0702 - logcount_predictions_loss: 0.6425 291/1626 [====>.........................] - ETA: 6:55 - loss: 325.2305 - logits_profile_predictions_loss: 317.0705 - logcount_predictions_loss: 0.6425 292/1626 [====>.........................] - ETA: 6:54 - loss: 325.2309 - logits_profile_predictions_loss: 317.0711 - logcount_predictions_loss: 0.6425 293/1626 [====>.........................] - ETA: 6:54 - loss: 325.2309 - logits_profile_predictions_loss: 317.0714 - logcount_predictions_loss: 0.6425 294/1626 [====>.........................] - ETA: 6:54 - loss: 325.2307 - logits_profile_predictions_loss: 317.0714 - logcount_predictions_loss: 0.6425 295/1626 [====>.........................] - ETA: 6:53 - loss: 325.2305 - logits_profile_predictions_loss: 317.0715 - logcount_predictions_loss: 0.6424 296/1626 [====>.........................] - ETA: 6:53 - loss: 325.2306 - logits_profile_predictions_loss: 317.0719 - logcount_predictions_loss: 0.6424 297/1626 [====>.........................] - ETA: 6:53 - loss: 325.2309 - logits_profile_predictions_loss: 317.0724 - logcount_predictions_loss: 0.6424 298/1626 [====>.........................] - ETA: 6:53 - loss: 325.2312 - logits_profile_predictions_loss: 317.0729 - logcount_predictions_loss: 0.6424 299/1626 [====>.........................] - ETA: 6:52 - loss: 325.2314 - logits_profile_predictions_loss: 317.0734 - logcount_predictions_loss: 0.6424 300/1626 [====>.........................] - ETA: 6:52 - loss: 325.2320 - logits_profile_predictions_loss: 317.0743 - logcount_predictions_loss: 0.6423 301/1626 [====>.........................] - ETA: 6:52 - loss: 325.2326 - logits_profile_predictions_loss: 317.0751 - logcount_predictions_loss: 0.6423 302/1626 [====>.........................] - ETA: 6:51 - loss: 325.2328 - logits_profile_predictions_loss: 317.0756 - logcount_predictions_loss: 0.6423 303/1626 [====>.........................] - ETA: 6:51 - loss: 325.2334 - logits_profile_predictions_loss: 317.0765 - logcount_predictions_loss: 0.6423 304/1626 [====>.........................] - ETA: 6:51 - loss: 325.2341 - logits_profile_predictions_loss: 317.0774 - logcount_predictions_loss: 0.6423 305/1626 [====>.........................] - ETA: 6:50 - loss: 325.2351 - logits_profile_predictions_loss: 317.0787 - logcount_predictions_loss: 0.6422 306/1626 [====>.........................] - ETA: 6:50 - loss: 325.2360 - logits_profile_predictions_loss: 317.0798 - logcount_predictions_loss: 0.6422 307/1626 [====>.........................] - ETA: 6:50 - loss: 325.2372 - logits_profile_predictions_loss: 317.0813 - logcount_predictions_loss: 0.6422 308/1626 [====>.........................] - ETA: 6:49 - loss: 325.2385 - logits_profile_predictions_loss: 317.0829 - logcount_predictions_loss: 0.6422 309/1626 [====>.........................] - ETA: 6:49 - loss: 325.2400 - logits_profile_predictions_loss: 317.0847 - logcount_predictions_loss: 0.6422 310/1626 [====>.........................] - ETA: 6:49 - loss: 325.2414 - logits_profile_predictions_loss: 317.0863 - logcount_predictions_loss: 0.6421 311/1626 [====>.........................] - ETA: 6:48 - loss: 325.2433 - logits_profile_predictions_loss: 317.0886 - logcount_predictions_loss: 0.6421 312/1626 [====>.........................] - ETA: 6:48 - loss: 325.2454 - logits_profile_predictions_loss: 317.0909 - logcount_predictions_loss: 0.6421 313/1626 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[============================>.] - ETA: 12s - loss: 325.7279 - logits_profile_predictions_loss: 317.9008 - logcount_predictions_loss: 0.6163 1588/1626 [============================>.] - ETA: 11s - loss: 325.7273 - logits_profile_predictions_loss: 317.9003 - logcount_predictions_loss: 0.6163 1589/1626 [============================>.] - ETA: 11s - loss: 325.7266 - logits_profile_predictions_loss: 317.8999 - logcount_predictions_loss: 0.6162 1590/1626 [============================>.] - ETA: 11s - loss: 325.7260 - logits_profile_predictions_loss: 317.8994 - logcount_predictions_loss: 0.6162 1591/1626 [============================>.] - ETA: 10s - loss: 325.7254 - logits_profile_predictions_loss: 317.8990 - logcount_predictions_loss: 0.6162 1592/1626 [============================>.] - ETA: 10s - loss: 325.7247 - logits_profile_predictions_loss: 317.8985 - logcount_predictions_loss: 0.6162 1593/1626 [============================>.] - ETA: 10s - loss: 325.7241 - 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[============================>.] - ETA: 8s - loss: 325.7195 - logits_profile_predictions_loss: 317.8946 - logcount_predictions_loss: 0.6161 1601/1626 [============================>.] - ETA: 7s - loss: 325.7188 - logits_profile_predictions_loss: 317.8941 - logcount_predictions_loss: 0.6161 1602/1626 [============================>.] - ETA: 7s - loss: 325.7181 - logits_profile_predictions_loss: 317.8936 - logcount_predictions_loss: 0.6161 1603/1626 [============================>.] - ETA: 7s - loss: 325.7174 - logits_profile_predictions_loss: 317.8931 - logcount_predictions_loss: 0.6161 1604/1626 [============================>.] - ETA: 6s - loss: 325.7167 - logits_profile_predictions_loss: 317.8926 - logcount_predictions_loss: 0.6160 1605/1626 [============================>.] - ETA: 6s - loss: 325.7161 - logits_profile_predictions_loss: 317.8921 - logcount_predictions_loss: 0.6160 1606/1626 [============================>.] - ETA: 6s - loss: 325.7154 - logits_profile_predictions_loss: 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1620/1626 [============================>.] - ETA: 1s - loss: 325.7059 - logits_profile_predictions_loss: 317.8845 - logcount_predictions_loss: 0.6158 1621/1626 [============================>.] - ETA: 1s - loss: 325.7052 - logits_profile_predictions_loss: 317.8840 - logcount_predictions_loss: 0.6158 1622/1626 [============================>.] - ETA: 1s - loss: 325.7046 - logits_profile_predictions_loss: 317.8835 - logcount_predictions_loss: 0.6158 1623/1626 [============================>.] - ETA: 0s - loss: 325.7040 - logits_profile_predictions_loss: 317.8830 - logcount_predictions_loss: 0.6158 1624/1626 [============================>.] - ETA: 0s - loss: 325.7033 - logits_profile_predictions_loss: 317.8826 - logcount_predictions_loss: 0.6158 1625/1626 [============================>.] - ETA: 0s - loss: 325.7027 - logits_profile_predictions_loss: 317.8821 - logcount_predictions_loss: 0.6158 1626/1626 [==============================] - ETA: 0s - loss: 325.7020 - logits_profile_predictions_loss: 317.8816 - logcount_predictions_loss: 0.6157 1626/1626 [==============================] - 528s 324ms/step - loss: 325.7014 - logits_profile_predictions_loss: 317.8812 - logcount_predictions_loss: 0.6157 - val_loss: 343.3901 - val_logits_profile_predictions_loss: 336.0216 - val_logcount_predictions_loss: 0.5802 Epoch 00002: val_loss improved from 347.86044 to 343.39008, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 3/50 1/1626 [..............................] - ETA: 8:33 - loss: 272.2605 - logits_profile_predictions_loss: 265.6805 - logcount_predictions_loss: 0.5181 2/1626 [..............................] - ETA: 8:20 - loss: 283.4813 - logits_profile_predictions_loss: 276.7527 - logcount_predictions_loss: 0.5298 3/1626 [..............................] - ETA: 8:20 - loss: 291.0528 - logits_profile_predictions_loss: 284.4044 - logcount_predictions_loss: 0.5235 4/1626 [..............................] - ETA: 8:20 - loss: 296.6185 - logits_profile_predictions_loss: 289.8138 - logcount_predictions_loss: 0.5358 5/1626 [..............................] - ETA: 8:20 - loss: 301.8506 - logits_profile_predictions_loss: 295.0320 - logcount_predictions_loss: 0.5369 6/1626 [..............................] - ETA: 8:19 - loss: 305.8653 - logits_profile_predictions_loss: 299.0403 - logcount_predictions_loss: 0.5374 7/1626 [..............................] - ETA: 8:19 - loss: 308.3931 - logits_profile_predictions_loss: 301.5936 - logcount_predictions_loss: 0.5354 8/1626 [..............................] - ETA: 8:19 - loss: 310.7882 - logits_profile_predictions_loss: 303.9779 - logcount_predictions_loss: 0.5362 9/1626 [..............................] - ETA: 8:19 - loss: 312.7974 - logits_profile_predictions_loss: 305.9914 - logcount_predictions_loss: 0.5359 10/1626 [..............................] - ETA: 8:19 - loss: 314.0496 - logits_profile_predictions_loss: 307.1767 - logcount_predictions_loss: 0.5412 11/1626 [..............................] - ETA: 8:18 - loss: 315.1203 - logits_profile_predictions_loss: 308.2054 - logcount_predictions_loss: 0.5445 12/1626 [..............................] - ETA: 8:18 - loss: 316.2919 - logits_profile_predictions_loss: 309.3284 - logcount_predictions_loss: 0.5483 13/1626 [..............................] - ETA: 8:18 - loss: 317.2371 - logits_profile_predictions_loss: 310.2362 - logcount_predictions_loss: 0.5512 14/1626 [..............................] - ETA: 8:17 - loss: 317.8011 - logits_profile_predictions_loss: 310.7677 - logcount_predictions_loss: 0.5538 15/1626 [..............................] - ETA: 8:17 - loss: 318.3334 - logits_profile_predictions_loss: 311.2711 - logcount_predictions_loss: 0.5561 16/1626 [..............................] - ETA: 8:17 - loss: 318.9118 - logits_profile_predictions_loss: 311.8314 - logcount_predictions_loss: 0.5575 17/1626 [..............................] - ETA: 8:16 - loss: 319.4081 - logits_profile_predictions_loss: 312.3163 - logcount_predictions_loss: 0.5584 18/1626 [..............................] - ETA: 8:16 - loss: 319.7821 - logits_profile_predictions_loss: 312.6797 - logcount_predictions_loss: 0.5592 19/1626 [..............................] - ETA: 8:16 - loss: 320.0741 - logits_profile_predictions_loss: 312.9629 - logcount_predictions_loss: 0.5599 20/1626 [..............................] - ETA: 8:16 - loss: 320.3645 - logits_profile_predictions_loss: 313.2483 - logcount_predictions_loss: 0.5603 21/1626 [..............................] - ETA: 8:15 - loss: 320.5976 - logits_profile_predictions_loss: 313.4783 - logcount_predictions_loss: 0.5606 22/1626 [..............................] - ETA: 8:15 - loss: 320.8675 - logits_profile_predictions_loss: 313.7408 - logcount_predictions_loss: 0.5612 23/1626 [..............................] - ETA: 8:15 - loss: 321.1251 - logits_profile_predictions_loss: 313.9928 - logcount_predictions_loss: 0.5616 24/1626 [..............................] - ETA: 8:14 - loss: 321.3755 - logits_profile_predictions_loss: 314.2394 - logcount_predictions_loss: 0.5619 25/1626 [..............................] - ETA: 8:14 - loss: 321.6717 - logits_profile_predictions_loss: 314.5312 - logcount_predictions_loss: 0.5622 26/1626 [..............................] - ETA: 8:14 - loss: 321.9680 - logits_profile_predictions_loss: 314.8248 - logcount_predictions_loss: 0.5625 27/1626 [..............................] - ETA: 8:13 - loss: 322.2387 - logits_profile_predictions_loss: 315.0928 - logcount_predictions_loss: 0.5627 28/1626 [..............................] - ETA: 8:13 - loss: 322.5650 - logits_profile_predictions_loss: 315.4195 - logcount_predictions_loss: 0.5626 29/1626 [..............................] - ETA: 8:13 - loss: 322.8482 - logits_profile_predictions_loss: 315.7012 - logcount_predictions_loss: 0.5628 30/1626 [..............................] - ETA: 8:13 - loss: 323.0780 - logits_profile_predictions_loss: 315.9290 - logcount_predictions_loss: 0.5629 31/1626 [..............................] - ETA: 8:12 - loss: 323.2499 - logits_profile_predictions_loss: 316.0975 - logcount_predictions_loss: 0.5632 32/1626 [..............................] - ETA: 8:12 - loss: 323.4027 - logits_profile_predictions_loss: 316.2470 - logcount_predictions_loss: 0.5634 33/1626 [..............................] - ETA: 8:12 - loss: 323.5191 - logits_profile_predictions_loss: 316.3607 - logcount_predictions_loss: 0.5637 34/1626 [..............................] - ETA: 8:11 - loss: 323.6269 - logits_profile_predictions_loss: 316.4677 - logcount_predictions_loss: 0.5637 35/1626 [..............................] - ETA: 8:11 - loss: 323.7066 - logits_profile_predictions_loss: 316.5457 - logcount_predictions_loss: 0.5639 36/1626 [..............................] - ETA: 8:11 - loss: 323.7849 - logits_profile_predictions_loss: 316.6232 - logcount_predictions_loss: 0.5639 37/1626 [..............................] - ETA: 8:11 - 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44/1626 [..............................] - ETA: 8:08 - loss: 324.5254 - logits_profile_predictions_loss: 317.3571 - logcount_predictions_loss: 0.5644 45/1626 [..............................] - ETA: 8:08 - loss: 324.6199 - logits_profile_predictions_loss: 317.4520 - logcount_predictions_loss: 0.5644 46/1626 [..............................] - ETA: 8:08 - loss: 324.7075 - logits_profile_predictions_loss: 317.5393 - logcount_predictions_loss: 0.5644 47/1626 [..............................] - ETA: 8:08 - loss: 324.8040 - logits_profile_predictions_loss: 317.6355 - logcount_predictions_loss: 0.5645 48/1626 [..............................] - ETA: 8:07 - loss: 324.8923 - logits_profile_predictions_loss: 317.7236 - logcount_predictions_loss: 0.5645 49/1626 [..............................] - ETA: 8:07 - loss: 324.9649 - logits_profile_predictions_loss: 317.7961 - logcount_predictions_loss: 0.5645 50/1626 [..............................] - ETA: 8:07 - loss: 325.0446 - 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[>.............................] - ETA: 8:04 - loss: 325.4924 - logits_profile_predictions_loss: 318.3147 - logcount_predictions_loss: 0.5652 58/1626 [>.............................] - ETA: 8:04 - loss: 325.5499 - logits_profile_predictions_loss: 318.3696 - logcount_predictions_loss: 0.5654 59/1626 [>.............................] - ETA: 8:04 - loss: 325.6021 - logits_profile_predictions_loss: 318.4183 - logcount_predictions_loss: 0.5657 60/1626 [>.............................] - ETA: 8:04 - loss: 325.6519 - logits_profile_predictions_loss: 318.4652 - logcount_predictions_loss: 0.5659 61/1626 [>.............................] - ETA: 8:03 - loss: 325.6848 - logits_profile_predictions_loss: 318.4957 - logcount_predictions_loss: 0.5661 62/1626 [>.............................] - ETA: 8:03 - loss: 325.7115 - logits_profile_predictions_loss: 318.5197 - logcount_predictions_loss: 0.5663 63/1626 [>.............................] - ETA: 8:03 - loss: 325.7348 - logits_profile_predictions_loss: 318.5401 - logcount_predictions_loss: 0.5665 64/1626 [>.............................] - ETA: 8:02 - loss: 325.7626 - logits_profile_predictions_loss: 318.5648 - logcount_predictions_loss: 0.5668 65/1626 [>.............................] - ETA: 8:02 - loss: 325.7892 - logits_profile_predictions_loss: 318.5884 - logcount_predictions_loss: 0.5670 66/1626 [>.............................] - ETA: 8:02 - loss: 325.8161 - logits_profile_predictions_loss: 318.6124 - logcount_predictions_loss: 0.5672 67/1626 [>.............................] - ETA: 8:01 - loss: 325.8430 - logits_profile_predictions_loss: 318.6363 - logcount_predictions_loss: 0.5675 68/1626 [>.............................] - ETA: 8:01 - loss: 325.8637 - logits_profile_predictions_loss: 318.6546 - logcount_predictions_loss: 0.5677 69/1626 [>.............................] - ETA: 8:01 - loss: 325.8777 - logits_profile_predictions_loss: 318.6665 - logcount_predictions_loss: 0.5678 70/1626 [>.............................] - ETA: 8:01 - 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77/1626 [>.............................] - ETA: 7:58 - loss: 325.8942 - logits_profile_predictions_loss: 318.6598 - logcount_predictions_loss: 0.5696 78/1626 [>.............................] - ETA: 7:58 - loss: 325.8996 - logits_profile_predictions_loss: 318.6621 - logcount_predictions_loss: 0.5699 79/1626 [>.............................] - ETA: 7:58 - loss: 325.9069 - logits_profile_predictions_loss: 318.6662 - logcount_predictions_loss: 0.5701 80/1626 [>.............................] - ETA: 7:58 - loss: 325.9110 - logits_profile_predictions_loss: 318.6672 - logcount_predictions_loss: 0.5704 81/1626 [>.............................] - ETA: 7:57 - loss: 325.9121 - logits_profile_predictions_loss: 318.6658 - logcount_predictions_loss: 0.5706 82/1626 [>.............................] - ETA: 7:57 - loss: 325.9167 - logits_profile_predictions_loss: 318.6680 - logcount_predictions_loss: 0.5708 83/1626 [>.............................] - ETA: 7:57 - loss: 325.9151 - 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logits_profile_predictions_loss: 316.8491 - logcount_predictions_loss: 0.5730 221/1626 [===>..........................] - ETA: 7:15 - loss: 324.1203 - logits_profile_predictions_loss: 316.8441 - logcount_predictions_loss: 0.5729 222/1626 [===>..........................] - ETA: 7:15 - loss: 324.1148 - logits_profile_predictions_loss: 316.8394 - logcount_predictions_loss: 0.5729 223/1626 [===>..........................] - ETA: 7:15 - loss: 324.1092 - logits_profile_predictions_loss: 316.8347 - logcount_predictions_loss: 0.5728 224/1626 [===>..........................] - ETA: 7:14 - loss: 324.1039 - logits_profile_predictions_loss: 316.8302 - logcount_predictions_loss: 0.5727 225/1626 [===>..........................] - ETA: 7:14 - loss: 324.0984 - logits_profile_predictions_loss: 316.8255 - logcount_predictions_loss: 0.5727 226/1626 [===>..........................] - ETA: 7:14 - loss: 324.0931 - logits_profile_predictions_loss: 316.8211 - logcount_predictions_loss: 0.5726 227/1626 [===>..........................] - ETA: 7:13 - loss: 324.0873 - logits_profile_predictions_loss: 316.8162 - logcount_predictions_loss: 0.5725 228/1626 [===>..........................] - ETA: 7:13 - loss: 324.0814 - logits_profile_predictions_loss: 316.8111 - logcount_predictions_loss: 0.5725 229/1626 [===>..........................] - ETA: 7:13 - loss: 324.0760 - logits_profile_predictions_loss: 316.8066 - logcount_predictions_loss: 0.5724 230/1626 [===>..........................] - ETA: 7:12 - loss: 324.0700 - logits_profile_predictions_loss: 316.8014 - logcount_predictions_loss: 0.5723 231/1626 [===>..........................] - ETA: 7:12 - loss: 324.0637 - logits_profile_predictions_loss: 316.7959 - logcount_predictions_loss: 0.5723 232/1626 [===>..........................] - ETA: 7:11 - loss: 324.0575 - logits_profile_predictions_loss: 316.7904 - logcount_predictions_loss: 0.5722 233/1626 [===>..........................] - ETA: 7:11 - loss: 324.0513 - logits_profile_predictions_loss: 316.7849 - logcount_predictions_loss: 0.5722 234/1626 [===>..........................] - ETA: 7:10 - loss: 324.0456 - logits_profile_predictions_loss: 316.7799 - logcount_predictions_loss: 0.5721 235/1626 [===>..........................] - ETA: 7:10 - loss: 324.0393 - logits_profile_predictions_loss: 316.7743 - logcount_predictions_loss: 0.5720 236/1626 [===>..........................] - ETA: 7:10 - loss: 324.0326 - logits_profile_predictions_loss: 316.7684 - logcount_predictions_loss: 0.5720 237/1626 [===>..........................] - ETA: 7:09 - loss: 324.0258 - logits_profile_predictions_loss: 316.7622 - logcount_predictions_loss: 0.5719 238/1626 [===>..........................] - ETA: 7:09 - loss: 324.0189 - logits_profile_predictions_loss: 316.7560 - logcount_predictions_loss: 0.5719 239/1626 [===>..........................] - ETA: 7:09 - loss: 324.0122 - logits_profile_predictions_loss: 316.7500 - logcount_predictions_loss: 0.5718 240/1626 [===>..........................] - ETA: 7:08 - loss: 324.0058 - logits_profile_predictions_loss: 316.7443 - logcount_predictions_loss: 0.5718 241/1626 [===>..........................] - ETA: 7:08 - loss: 323.9994 - logits_profile_predictions_loss: 316.7386 - logcount_predictions_loss: 0.5717 242/1626 [===>..........................] - ETA: 7:08 - loss: 323.9932 - logits_profile_predictions_loss: 316.7331 - logcount_predictions_loss: 0.5717 243/1626 [===>..........................] - ETA: 7:08 - loss: 323.9869 - logits_profile_predictions_loss: 316.7276 - logcount_predictions_loss: 0.5716 244/1626 [===>..........................] - ETA: 7:07 - loss: 323.9804 - logits_profile_predictions_loss: 316.7218 - logcount_predictions_loss: 0.5715 245/1626 [===>..........................] - ETA: 7:07 - loss: 323.9735 - logits_profile_predictions_loss: 316.7157 - logcount_predictions_loss: 0.5715 246/1626 [===>..........................] - ETA: 7:07 - loss: 323.9666 - logits_profile_predictions_loss: 316.7095 - logcount_predictions_loss: 0.5714 247/1626 [===>..........................] - ETA: 7:06 - loss: 323.9603 - logits_profile_predictions_loss: 316.7039 - logcount_predictions_loss: 0.5714 248/1626 [===>..........................] - ETA: 7:06 - loss: 323.9539 - logits_profile_predictions_loss: 316.6982 - logcount_predictions_loss: 0.5713 249/1626 [===>..........................] - ETA: 7:06 - loss: 323.9472 - logits_profile_predictions_loss: 316.6923 - logcount_predictions_loss: 0.5713 250/1626 [===>..........................] - ETA: 7:05 - loss: 323.9409 - logits_profile_predictions_loss: 316.6868 - logcount_predictions_loss: 0.5712 251/1626 [===>..........................] - ETA: 7:05 - loss: 323.9346 - logits_profile_predictions_loss: 316.6813 - logcount_predictions_loss: 0.5711 252/1626 [===>..........................] - ETA: 7:05 - loss: 323.9281 - logits_profile_predictions_loss: 316.6754 - logcount_predictions_loss: 0.5711 253/1626 [===>..........................] - ETA: 7:05 - loss: 323.9213 - logits_profile_predictions_loss: 316.6695 - logcount_predictions_loss: 0.5710 254/1626 [===>..........................] - ETA: 7:04 - loss: 323.9144 - logits_profile_predictions_loss: 316.6634 - logcount_predictions_loss: 0.5710 255/1626 [===>..........................] - ETA: 7:04 - loss: 323.9074 - logits_profile_predictions_loss: 316.6572 - logcount_predictions_loss: 0.5709 256/1626 [===>..........................] - ETA: 7:04 - loss: 323.9002 - logits_profile_predictions_loss: 316.6507 - logcount_predictions_loss: 0.5708 257/1626 [===>..........................] - ETA: 7:03 - loss: 323.8925 - logits_profile_predictions_loss: 316.6437 - logcount_predictions_loss: 0.5708 258/1626 [===>..........................] - ETA: 7:03 - loss: 323.8853 - logits_profile_predictions_loss: 316.6373 - logcount_predictions_loss: 0.5707 259/1626 [===>..........................] - ETA: 7:03 - loss: 323.8779 - logits_profile_predictions_loss: 316.6306 - logcount_predictions_loss: 0.5707 260/1626 [===>..........................] - ETA: 7:02 - loss: 323.8710 - logits_profile_predictions_loss: 316.6243 - logcount_predictions_loss: 0.5706 261/1626 [===>..........................] - ETA: 7:02 - loss: 323.8640 - logits_profile_predictions_loss: 316.6181 - logcount_predictions_loss: 0.5705 262/1626 [===>..........................] - ETA: 7:02 - loss: 323.8565 - logits_profile_predictions_loss: 316.6113 - logcount_predictions_loss: 0.5705 263/1626 [===>..........................] - ETA: 7:01 - loss: 323.8488 - logits_profile_predictions_loss: 316.6042 - logcount_predictions_loss: 0.5704 264/1626 [===>..........................] - ETA: 7:01 - loss: 323.8411 - logits_profile_predictions_loss: 316.5973 - logcount_predictions_loss: 0.5704 265/1626 [===>..........................] - ETA: 7:01 - loss: 323.8329 - logits_profile_predictions_loss: 316.5898 - logcount_predictions_loss: 0.5703 266/1626 [===>..........................] - ETA: 7:01 - loss: 323.8247 - logits_profile_predictions_loss: 316.5822 - logcount_predictions_loss: 0.5703 267/1626 [===>..........................] - ETA: 7:00 - loss: 323.8162 - logits_profile_predictions_loss: 316.5744 - logcount_predictions_loss: 0.5702 268/1626 [===>..........................] - ETA: 7:00 - loss: 323.8074 - logits_profile_predictions_loss: 316.5662 - logcount_predictions_loss: 0.5702 269/1626 [===>..........................] - ETA: 7:00 - loss: 323.7985 - logits_profile_predictions_loss: 316.5579 - logcount_predictions_loss: 0.5701 270/1626 [===>..........................] - ETA: 6:59 - loss: 323.7895 - logits_profile_predictions_loss: 316.5496 - logcount_predictions_loss: 0.5701 271/1626 [====>.........................] - ETA: 6:59 - loss: 323.7810 - logits_profile_predictions_loss: 316.5417 - logcount_predictions_loss: 0.5700 272/1626 [====>.........................] - ETA: 6:59 - loss: 323.7727 - logits_profile_predictions_loss: 316.5339 - logcount_predictions_loss: 0.5700 273/1626 [====>.........................] - ETA: 6:58 - loss: 323.7647 - logits_profile_predictions_loss: 316.5265 - logcount_predictions_loss: 0.5699 274/1626 [====>.........................] - ETA: 6:58 - loss: 323.7566 - logits_profile_predictions_loss: 316.5190 - logcount_predictions_loss: 0.5699 275/1626 [====>.........................] - ETA: 6:58 - loss: 323.7487 - logits_profile_predictions_loss: 316.5118 - logcount_predictions_loss: 0.5698 276/1626 [====>.........................] - ETA: 6:58 - loss: 323.7410 - logits_profile_predictions_loss: 316.5047 - logcount_predictions_loss: 0.5698 277/1626 [====>.........................] - ETA: 6:57 - loss: 323.7334 - logits_profile_predictions_loss: 316.4976 - logcount_predictions_loss: 0.5697 278/1626 [====>.........................] - ETA: 6:57 - loss: 323.7259 - logits_profile_predictions_loss: 316.4907 - logcount_predictions_loss: 0.5697 279/1626 [====>.........................] - ETA: 6:57 - loss: 323.7184 - logits_profile_predictions_loss: 316.4839 - logcount_predictions_loss: 0.5697 280/1626 [====>.........................] - ETA: 6:56 - loss: 323.7111 - logits_profile_predictions_loss: 316.4771 - logcount_predictions_loss: 0.5696 281/1626 [====>.........................] - ETA: 6:56 - loss: 323.7038 - logits_profile_predictions_loss: 316.4705 - logcount_predictions_loss: 0.5696 282/1626 [====>.........................] - ETA: 6:56 - loss: 323.6963 - logits_profile_predictions_loss: 316.4636 - logcount_predictions_loss: 0.5695 283/1626 [====>.........................] - ETA: 6:55 - loss: 323.6887 - logits_profile_predictions_loss: 316.4565 - logcount_predictions_loss: 0.5695 284/1626 [====>.........................] - ETA: 6:55 - loss: 323.6815 - logits_profile_predictions_loss: 316.4499 - logcount_predictions_loss: 0.5694 285/1626 [====>.........................] - ETA: 6:55 - loss: 323.6744 - logits_profile_predictions_loss: 316.4435 - logcount_predictions_loss: 0.5694 286/1626 [====>.........................] - ETA: 6:54 - loss: 323.6678 - logits_profile_predictions_loss: 316.4374 - logcount_predictions_loss: 0.5693 287/1626 [====>.........................] - ETA: 6:54 - loss: 323.6613 - logits_profile_predictions_loss: 316.4315 - logcount_predictions_loss: 0.5693 288/1626 [====>.........................] - ETA: 6:54 - loss: 323.6549 - logits_profile_predictions_loss: 316.4257 - logcount_predictions_loss: 0.5692 289/1626 [====>.........................] - ETA: 6:54 - loss: 323.6487 - logits_profile_predictions_loss: 316.4202 - logcount_predictions_loss: 0.5692 290/1626 [====>.........................] - ETA: 6:53 - loss: 323.6427 - logits_profile_predictions_loss: 316.4148 - logcount_predictions_loss: 0.5691 291/1626 [====>.........................] - ETA: 6:53 - loss: 323.6369 - logits_profile_predictions_loss: 316.4095 - logcount_predictions_loss: 0.5691 292/1626 [====>.........................] - ETA: 6:53 - loss: 323.6308 - logits_profile_predictions_loss: 316.4041 - logcount_predictions_loss: 0.5690 293/1626 [====>.........................] - ETA: 6:52 - loss: 323.6245 - logits_profile_predictions_loss: 316.3983 - logcount_predictions_loss: 0.5690 294/1626 [====>.........................] - ETA: 6:52 - loss: 323.6182 - logits_profile_predictions_loss: 316.3926 - logcount_predictions_loss: 0.5689 295/1626 [====>.........................] - ETA: 6:52 - loss: 323.6120 - logits_profile_predictions_loss: 316.3870 - logcount_predictions_loss: 0.5689 296/1626 [====>.........................] - ETA: 6:51 - loss: 323.6057 - logits_profile_predictions_loss: 316.3813 - logcount_predictions_loss: 0.5689 297/1626 [====>.........................] - ETA: 6:51 - loss: 323.5999 - logits_profile_predictions_loss: 316.3760 - logcount_predictions_loss: 0.5688 298/1626 [====>.........................] - ETA: 6:51 - loss: 323.5940 - logits_profile_predictions_loss: 316.3707 - logcount_predictions_loss: 0.5688 299/1626 [====>.........................] - ETA: 6:50 - loss: 323.5878 - logits_profile_predictions_loss: 316.3650 - logcount_predictions_loss: 0.5687 300/1626 [====>.........................] - ETA: 6:50 - loss: 323.5812 - logits_profile_predictions_loss: 316.3590 - logcount_predictions_loss: 0.5687 301/1626 [====>.........................] - ETA: 6:50 - loss: 323.5742 - logits_profile_predictions_loss: 316.3525 - logcount_predictions_loss: 0.5686 302/1626 [====>.........................] - ETA: 6:50 - loss: 323.5674 - logits_profile_predictions_loss: 316.3462 - logcount_predictions_loss: 0.5686 303/1626 [====>.........................] - ETA: 6:49 - loss: 323.5606 - logits_profile_predictions_loss: 316.3399 - logcount_predictions_loss: 0.5686 304/1626 [====>.........................] - ETA: 6:49 - loss: 323.5537 - logits_profile_predictions_loss: 316.3336 - logcount_predictions_loss: 0.5685 305/1626 [====>.........................] - ETA: 6:49 - loss: 323.5467 - logits_profile_predictions_loss: 316.3270 - logcount_predictions_loss: 0.5685 306/1626 [====>.........................] - ETA: 6:48 - loss: 323.5391 - logits_profile_predictions_loss: 316.3199 - logcount_predictions_loss: 0.5684 307/1626 [====>.........................] - ETA: 6:48 - loss: 323.5316 - logits_profile_predictions_loss: 316.3128 - logcount_predictions_loss: 0.5684 308/1626 [====>.........................] - ETA: 6:48 - loss: 323.5246 - logits_profile_predictions_loss: 316.3063 - logcount_predictions_loss: 0.5684 309/1626 [====>.........................] - ETA: 6:47 - loss: 323.5171 - logits_profile_predictions_loss: 316.2993 - logcount_predictions_loss: 0.5683 310/1626 [====>.........................] - ETA: 6:47 - loss: 323.5099 - logits_profile_predictions_loss: 316.2925 - logcount_predictions_loss: 0.5683 311/1626 [====>.........................] - ETA: 6:47 - loss: 323.5025 - logits_profile_predictions_loss: 316.2855 - logcount_predictions_loss: 0.5683 312/1626 [====>.........................] - ETA: 6:47 - loss: 323.4954 - logits_profile_predictions_loss: 316.2789 - logcount_predictions_loss: 0.5682 313/1626 [====>.........................] - ETA: 6:46 - loss: 323.4885 - logits_profile_predictions_loss: 316.2724 - logcount_predictions_loss: 0.5682 314/1626 [====>.........................] - ETA: 6:46 - loss: 323.4819 - logits_profile_predictions_loss: 316.2663 - logcount_predictions_loss: 0.5682 315/1626 [====>.........................] - ETA: 6:46 - loss: 323.4751 - logits_profile_predictions_loss: 316.2599 - logcount_predictions_loss: 0.5681 316/1626 [====>.........................] - ETA: 6:45 - loss: 323.4685 - logits_profile_predictions_loss: 316.2538 - logcount_predictions_loss: 0.5681 317/1626 [====>.........................] - ETA: 6:45 - loss: 323.4617 - logits_profile_predictions_loss: 316.2475 - logcount_predictions_loss: 0.5681 318/1626 [====>.........................] - ETA: 6:45 - loss: 323.4551 - logits_profile_predictions_loss: 316.2412 - logcount_predictions_loss: 0.5680 319/1626 [====>.........................] - ETA: 6:44 - loss: 323.4488 - logits_profile_predictions_loss: 316.2353 - logcount_predictions_loss: 0.5680 320/1626 [====>.........................] - ETA: 6:44 - loss: 323.4428 - logits_profile_predictions_loss: 316.2298 - logcount_predictions_loss: 0.5680 321/1626 [====>.........................] - ETA: 6:44 - loss: 323.4373 - logits_profile_predictions_loss: 316.2247 - logcount_predictions_loss: 0.5679 322/1626 [====>.........................] - ETA: 6:43 - loss: 323.4314 - logits_profile_predictions_loss: 316.2193 - logcount_predictions_loss: 0.5679 323/1626 [====>.........................] - ETA: 6:43 - loss: 323.4257 - logits_profile_predictions_loss: 316.2139 - logcount_predictions_loss: 0.5679 324/1626 [====>.........................] - ETA: 6:43 - loss: 323.4201 - logits_profile_predictions_loss: 316.2088 - logcount_predictions_loss: 0.5678 325/1626 [====>.........................] - ETA: 6:43 - loss: 323.4149 - logits_profile_predictions_loss: 316.2040 - logcount_predictions_loss: 0.5678 326/1626 [=====>........................] - ETA: 6:42 - loss: 323.4101 - logits_profile_predictions_loss: 316.1996 - logcount_predictions_loss: 0.5678 327/1626 [=====>........................] - ETA: 6:42 - loss: 323.4056 - logits_profile_predictions_loss: 316.1956 - logcount_predictions_loss: 0.5677 328/1626 [=====>........................] - ETA: 6:42 - loss: 323.4011 - logits_profile_predictions_loss: 316.1915 - logcount_predictions_loss: 0.5677 329/1626 [=====>........................] - ETA: 6:41 - loss: 323.3964 - logits_profile_predictions_loss: 316.1872 - logcount_predictions_loss: 0.5677 330/1626 [=====>........................] - ETA: 6:41 - loss: 323.3922 - logits_profile_predictions_loss: 316.1835 - logcount_predictions_loss: 0.5676 331/1626 [=====>........................] - ETA: 6:41 - loss: 323.3881 - logits_profile_predictions_loss: 316.1799 - logcount_predictions_loss: 0.5676 332/1626 [=====>........................] - ETA: 6:40 - loss: 323.3844 - logits_profile_predictions_loss: 316.1766 - logcount_predictions_loss: 0.5675 333/1626 [=====>........................] - ETA: 6:40 - loss: 323.3808 - logits_profile_predictions_loss: 316.1734 - logcount_predictions_loss: 0.5675 334/1626 [=====>........................] - ETA: 6:40 - loss: 323.3774 - logits_profile_predictions_loss: 316.1704 - logcount_predictions_loss: 0.5675 335/1626 [=====>........................] - ETA: 6:39 - loss: 323.3742 - logits_profile_predictions_loss: 316.1677 - logcount_predictions_loss: 0.5674 336/1626 [=====>........................] - ETA: 6:39 - loss: 323.3712 - logits_profile_predictions_loss: 316.1651 - logcount_predictions_loss: 0.5674 337/1626 [=====>........................] - ETA: 6:39 - loss: 323.3679 - logits_profile_predictions_loss: 316.1622 - logcount_predictions_loss: 0.5674 338/1626 [=====>........................] - ETA: 6:39 - loss: 323.3647 - logits_profile_predictions_loss: 316.1594 - logcount_predictions_loss: 0.5673 339/1626 [=====>........................] - ETA: 6:38 - loss: 323.3617 - logits_profile_predictions_loss: 316.1569 - logcount_predictions_loss: 0.5673 340/1626 [=====>........................] - ETA: 6:38 - loss: 323.3586 - logits_profile_predictions_loss: 316.1542 - logcount_predictions_loss: 0.5673 341/1626 [=====>........................] - ETA: 6:38 - loss: 323.3557 - logits_profile_predictions_loss: 316.1517 - logcount_predictions_loss: 0.5672 342/1626 [=====>........................] - ETA: 6:37 - loss: 323.3529 - logits_profile_predictions_loss: 316.1494 - logcount_predictions_loss: 0.5672 343/1626 [=====>........................] - ETA: 6:37 - loss: 323.3500 - logits_profile_predictions_loss: 316.1469 - logcount_predictions_loss: 0.5672 344/1626 [=====>........................] - ETA: 6:37 - loss: 323.3472 - logits_profile_predictions_loss: 316.1446 - logcount_predictions_loss: 0.5671 345/1626 [=====>........................] - ETA: 6:36 - loss: 323.3446 - logits_profile_predictions_loss: 316.1425 - logcount_predictions_loss: 0.5671 346/1626 [=====>........................] - ETA: 6:36 - loss: 323.3421 - logits_profile_predictions_loss: 316.1404 - logcount_predictions_loss: 0.5671 347/1626 [=====>........................] - ETA: 6:36 - loss: 323.3396 - logits_profile_predictions_loss: 316.1383 - logcount_predictions_loss: 0.5670 348/1626 [=====>........................] - ETA: 6:35 - loss: 323.3371 - logits_profile_predictions_loss: 316.1363 - logcount_predictions_loss: 0.5670 349/1626 [=====>........................] - ETA: 6:35 - loss: 323.3345 - logits_profile_predictions_loss: 316.1341 - logcount_predictions_loss: 0.5670 350/1626 [=====>........................] - ETA: 6:35 - loss: 323.3318 - logits_profile_predictions_loss: 316.1319 - logcount_predictions_loss: 0.5669 351/1626 [=====>........................] - ETA: 6:35 - loss: 323.3292 - logits_profile_predictions_loss: 316.1297 - logcount_predictions_loss: 0.5669 352/1626 [=====>........................] - ETA: 6:34 - loss: 323.3265 - logits_profile_predictions_loss: 316.1274 - logcount_predictions_loss: 0.5669 353/1626 [=====>........................] - ETA: 6:34 - loss: 323.3237 - logits_profile_predictions_loss: 316.1252 - logcount_predictions_loss: 0.5668 354/1626 [=====>........................] - ETA: 6:34 - loss: 323.3211 - logits_profile_predictions_loss: 316.1229 - logcount_predictions_loss: 0.5668 355/1626 [=====>........................] - ETA: 6:33 - loss: 323.3185 - logits_profile_predictions_loss: 316.1209 - logcount_predictions_loss: 0.5667 356/1626 [=====>........................] - ETA: 6:33 - loss: 323.3159 - logits_profile_predictions_loss: 316.1187 - logcount_predictions_loss: 0.5667 357/1626 [=====>........................] - ETA: 6:33 - loss: 323.3133 - logits_profile_predictions_loss: 316.1167 - logcount_predictions_loss: 0.5667 358/1626 [=====>........................] - ETA: 6:32 - loss: 323.3112 - logits_profile_predictions_loss: 316.1150 - logcount_predictions_loss: 0.5666 359/1626 [=====>........................] - ETA: 6:32 - loss: 323.3090 - logits_profile_predictions_loss: 316.1134 - logcount_predictions_loss: 0.5666 360/1626 [=====>........................] - ETA: 6:32 - loss: 323.3070 - logits_profile_predictions_loss: 316.1119 - logcount_predictions_loss: 0.5666 361/1626 [=====>........................] - ETA: 6:31 - loss: 323.3050 - logits_profile_predictions_loss: 316.1103 - logcount_predictions_loss: 0.5665 362/1626 [=====>........................] - ETA: 6:31 - loss: 323.3028 - logits_profile_predictions_loss: 316.1086 - logcount_predictions_loss: 0.5665 363/1626 [=====>........................] - ETA: 6:31 - loss: 323.3009 - logits_profile_predictions_loss: 316.1071 - logcount_predictions_loss: 0.5664 364/1626 [=====>........................] - ETA: 6:31 - loss: 323.2987 - logits_profile_predictions_loss: 316.1054 - logcount_predictions_loss: 0.5664 365/1626 [=====>........................] - ETA: 6:30 - loss: 323.2966 - logits_profile_predictions_loss: 316.1038 - logcount_predictions_loss: 0.5664 366/1626 [=====>........................] - ETA: 6:30 - loss: 323.2946 - logits_profile_predictions_loss: 316.1022 - logcount_predictions_loss: 0.5663 367/1626 [=====>........................] - ETA: 6:30 - loss: 323.2929 - logits_profile_predictions_loss: 316.1010 - logcount_predictions_loss: 0.5663 368/1626 [=====>........................] - ETA: 6:29 - loss: 323.2915 - logits_profile_predictions_loss: 316.1000 - logcount_predictions_loss: 0.5663 369/1626 [=====>........................] - ETA: 6:29 - loss: 323.2903 - logits_profile_predictions_loss: 316.0993 - logcount_predictions_loss: 0.5662 370/1626 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[============================>.] - ETA: 0s - loss: 321.6259 - logits_profile_predictions_loss: 314.6523 - logcount_predictions_loss: 0.5491 1626/1626 [==============================] - ETA: 0s - loss: 321.6252 - logits_profile_predictions_loss: 314.6517 - logcount_predictions_loss: 0.5491 1626/1626 [==============================] - 526s 324ms/step - loss: 321.6245 - logits_profile_predictions_loss: 314.6511 - logcount_predictions_loss: 0.5491 - val_loss: 342.8869 - val_logits_profile_predictions_loss: 334.5656 - val_logcount_predictions_loss: 0.6552 Epoch 00003: val_loss improved from 343.39008 to 342.88690, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 4/50 1/1626 [..............................] - ETA: 8:34 - loss: 306.3382 - logits_profile_predictions_loss: 299.0471 - logcount_predictions_loss: 0.5741 2/1626 [..............................] - ETA: 8:18 - loss: 324.3047 - 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[..............................] - ETA: 8:18 - loss: 322.8390 - logits_profile_predictions_loss: 316.0608 - logcount_predictions_loss: 0.5337 10/1626 [..............................] - ETA: 8:18 - loss: 322.1236 - logits_profile_predictions_loss: 315.3734 - logcount_predictions_loss: 0.5315 11/1626 [..............................] - ETA: 8:18 - loss: 321.6119 - logits_profile_predictions_loss: 314.8827 - logcount_predictions_loss: 0.5299 12/1626 [..............................] - ETA: 8:18 - loss: 320.8671 - logits_profile_predictions_loss: 314.1071 - logcount_predictions_loss: 0.5323 13/1626 [..............................] - ETA: 8:17 - loss: 320.4220 - logits_profile_predictions_loss: 313.6343 - logcount_predictions_loss: 0.5345 14/1626 [..............................] - ETA: 8:17 - loss: 320.4192 - logits_profile_predictions_loss: 313.5934 - logcount_predictions_loss: 0.5375 15/1626 [..............................] - ETA: 8:17 - loss: 320.3797 - logits_profile_predictions_loss: 313.5279 - logcount_predictions_loss: 0.5395 16/1626 [..............................] - ETA: 8:16 - loss: 320.1972 - logits_profile_predictions_loss: 313.3246 - logcount_predictions_loss: 0.5411 17/1626 [..............................] - ETA: 8:16 - loss: 320.0120 - logits_profile_predictions_loss: 313.1243 - logcount_predictions_loss: 0.5423 18/1626 [..............................] - ETA: 8:16 - loss: 319.7999 - logits_profile_predictions_loss: 312.9091 - logcount_predictions_loss: 0.5426 19/1626 [..............................] - ETA: 8:16 - loss: 319.4813 - logits_profile_predictions_loss: 312.5906 - logcount_predictions_loss: 0.5426 20/1626 [..............................] - ETA: 8:15 - loss: 319.2555 - logits_profile_predictions_loss: 312.3617 - logcount_predictions_loss: 0.5428 21/1626 [..............................] - ETA: 8:15 - loss: 319.0663 - logits_profile_predictions_loss: 312.1667 - logcount_predictions_loss: 0.5433 22/1626 [..............................] - ETA: 8:15 - 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29/1626 [..............................] - ETA: 8:13 - loss: 318.1441 - logits_profile_predictions_loss: 311.2071 - logcount_predictions_loss: 0.5462 30/1626 [..............................] - ETA: 8:12 - loss: 318.1217 - logits_profile_predictions_loss: 311.1873 - logcount_predictions_loss: 0.5460 31/1626 [..............................] - ETA: 8:12 - loss: 318.1405 - logits_profile_predictions_loss: 311.2083 - logcount_predictions_loss: 0.5458 32/1626 [..............................] - ETA: 8:12 - loss: 318.1586 - logits_profile_predictions_loss: 311.2290 - logcount_predictions_loss: 0.5456 33/1626 [..............................] - ETA: 8:11 - loss: 318.1578 - logits_profile_predictions_loss: 311.2276 - logcount_predictions_loss: 0.5457 34/1626 [..............................] - ETA: 8:11 - loss: 318.1394 - logits_profile_predictions_loss: 311.2080 - logcount_predictions_loss: 0.5458 35/1626 [..............................] - ETA: 8:11 - loss: 318.1199 - logits_profile_predictions_loss: 311.1883 - logcount_predictions_loss: 0.5458 36/1626 [..............................] - ETA: 8:11 - loss: 318.0781 - logits_profile_predictions_loss: 311.1474 - logcount_predictions_loss: 0.5457 37/1626 [..............................] - ETA: 8:10 - loss: 318.0376 - logits_profile_predictions_loss: 311.1074 - logcount_predictions_loss: 0.5457 38/1626 [..............................] - ETA: 8:10 - loss: 317.9867 - logits_profile_predictions_loss: 311.0583 - logcount_predictions_loss: 0.5455 39/1626 [..............................] - ETA: 8:10 - loss: 317.9472 - logits_profile_predictions_loss: 311.0195 - logcount_predictions_loss: 0.5455 40/1626 [..............................] - ETA: 8:10 - loss: 317.9112 - logits_profile_predictions_loss: 310.9834 - logcount_predictions_loss: 0.5455 41/1626 [..............................] - ETA: 8:09 - loss: 317.8617 - logits_profile_predictions_loss: 310.9355 - logcount_predictions_loss: 0.5454 42/1626 [..............................] - ETA: 8:09 - loss: 317.8238 - logits_profile_predictions_loss: 310.8988 - logcount_predictions_loss: 0.5453 43/1626 [..............................] - ETA: 8:09 - loss: 317.7880 - logits_profile_predictions_loss: 310.8632 - logcount_predictions_loss: 0.5453 44/1626 [..............................] - ETA: 8:08 - loss: 317.7646 - logits_profile_predictions_loss: 310.8398 - logcount_predictions_loss: 0.5453 45/1626 [..............................] - ETA: 8:08 - loss: 317.7296 - logits_profile_predictions_loss: 310.8061 - logcount_predictions_loss: 0.5452 46/1626 [..............................] - ETA: 8:08 - loss: 317.7147 - logits_profile_predictions_loss: 310.7933 - logcount_predictions_loss: 0.5450 47/1626 [..............................] - ETA: 8:08 - loss: 317.7014 - logits_profile_predictions_loss: 310.7823 - logcount_predictions_loss: 0.5448 48/1626 [..............................] - ETA: 8:07 - loss: 317.7100 - logits_profile_predictions_loss: 310.7906 - logcount_predictions_loss: 0.5448 49/1626 [..............................] - ETA: 8:07 - loss: 317.7228 - logits_profile_predictions_loss: 310.8037 - logcount_predictions_loss: 0.5448 50/1626 [..............................] - ETA: 8:07 - loss: 317.7389 - logits_profile_predictions_loss: 310.8207 - logcount_predictions_loss: 0.5447 51/1626 [..............................] - ETA: 8:06 - loss: 317.7602 - logits_profile_predictions_loss: 310.8420 - logcount_predictions_loss: 0.5447 52/1626 [..............................] - ETA: 8:06 - loss: 317.7865 - logits_profile_predictions_loss: 310.8682 - logcount_predictions_loss: 0.5447 53/1626 [..............................] - ETA: 8:06 - loss: 317.8145 - logits_profile_predictions_loss: 310.8963 - logcount_predictions_loss: 0.5447 54/1626 [..............................] - ETA: 8:06 - loss: 317.8616 - logits_profile_predictions_loss: 310.9427 - logcount_predictions_loss: 0.5448 55/1626 [>.............................] - ETA: 8:05 - 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[>.............................] - ETA: 7:59 - loss: 318.5649 - logits_profile_predictions_loss: 311.6258 - logcount_predictions_loss: 0.5464 76/1626 [>.............................] - ETA: 7:59 - loss: 318.5822 - logits_profile_predictions_loss: 311.6437 - logcount_predictions_loss: 0.5463 77/1626 [>.............................] - ETA: 7:59 - loss: 318.6020 - logits_profile_predictions_loss: 311.6645 - logcount_predictions_loss: 0.5463 78/1626 [>.............................] - ETA: 7:59 - loss: 318.6236 - logits_profile_predictions_loss: 311.6872 - logcount_predictions_loss: 0.5462 79/1626 [>.............................] - ETA: 7:58 - loss: 318.6414 - logits_profile_predictions_loss: 311.7064 - logcount_predictions_loss: 0.5461 80/1626 [>.............................] - ETA: 7:58 - loss: 318.6628 - logits_profile_predictions_loss: 311.7295 - logcount_predictions_loss: 0.5459 81/1626 [>.............................] - ETA: 7:58 - loss: 318.6826 - logits_profile_predictions_loss: 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[>.............................] - ETA: 7:50 - loss: 319.1973 - logits_profile_predictions_loss: 312.3174 - logcount_predictions_loss: 0.5417 109/1626 [=>............................] - ETA: 7:49 - loss: 319.2170 - logits_profile_predictions_loss: 312.3382 - logcount_predictions_loss: 0.5416 110/1626 [=>............................] - ETA: 7:49 - loss: 319.2360 - logits_profile_predictions_loss: 312.3583 - logcount_predictions_loss: 0.5416 111/1626 [=>............................] - ETA: 7:49 - loss: 319.2574 - logits_profile_predictions_loss: 312.3804 - logcount_predictions_loss: 0.5415 112/1626 [=>............................] - ETA: 7:48 - loss: 319.2789 - logits_profile_predictions_loss: 312.4025 - logcount_predictions_loss: 0.5414 113/1626 [=>............................] - ETA: 7:48 - loss: 319.2989 - logits_profile_predictions_loss: 312.4233 - logcount_predictions_loss: 0.5414 114/1626 [=>............................] - ETA: 7:48 - loss: 319.3210 - 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[=>............................] - ETA: 7:46 - loss: 319.4534 - logits_profile_predictions_loss: 312.5818 - logcount_predictions_loss: 0.5411 122/1626 [=>............................] - ETA: 7:45 - loss: 319.4692 - logits_profile_predictions_loss: 312.5981 - logcount_predictions_loss: 0.5410 123/1626 [=>............................] - ETA: 7:45 - loss: 319.4848 - logits_profile_predictions_loss: 312.6142 - logcount_predictions_loss: 0.5410 124/1626 [=>............................] - ETA: 7:45 - loss: 319.5002 - logits_profile_predictions_loss: 312.6300 - logcount_predictions_loss: 0.5410 125/1626 [=>............................] - ETA: 7:44 - loss: 319.5120 - logits_profile_predictions_loss: 312.6425 - logcount_predictions_loss: 0.5409 126/1626 [=>............................] - ETA: 7:44 - loss: 319.5255 - logits_profile_predictions_loss: 312.6566 - logcount_predictions_loss: 0.5409 127/1626 [=>............................] - ETA: 7:44 - loss: 319.5389 - 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logits_profile_predictions_loss: 312.8787 - logcount_predictions_loss: 0.5391 154/1626 [=>............................] - ETA: 7:36 - loss: 319.7267 - logits_profile_predictions_loss: 312.8804 - logcount_predictions_loss: 0.5391 155/1626 [=>............................] - ETA: 7:35 - loss: 319.7292 - logits_profile_predictions_loss: 312.8835 - logcount_predictions_loss: 0.5390 156/1626 [=>............................] - ETA: 7:35 - loss: 319.7309 - logits_profile_predictions_loss: 312.8857 - logcount_predictions_loss: 0.5390 157/1626 [=>............................] - ETA: 7:35 - loss: 319.7309 - logits_profile_predictions_loss: 312.8863 - logcount_predictions_loss: 0.5389 158/1626 [=>............................] - ETA: 7:34 - loss: 319.7315 - logits_profile_predictions_loss: 312.8874 - logcount_predictions_loss: 0.5389 159/1626 [=>............................] - ETA: 7:34 - loss: 319.7325 - logits_profile_predictions_loss: 312.8890 - logcount_predictions_loss: 0.5389 160/1626 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[==>...........................] - ETA: 7:26 - loss: 319.7919 - logits_profile_predictions_loss: 312.9602 - logcount_predictions_loss: 0.5379 187/1626 [==>...........................] - ETA: 7:25 - loss: 319.7937 - logits_profile_predictions_loss: 312.9624 - logcount_predictions_loss: 0.5379 188/1626 [==>...........................] - ETA: 7:25 - loss: 319.7946 - logits_profile_predictions_loss: 312.9639 - logcount_predictions_loss: 0.5378 189/1626 [==>...........................] - ETA: 7:25 - loss: 319.7960 - logits_profile_predictions_loss: 312.9659 - logcount_predictions_loss: 0.5378 190/1626 [==>...........................] - ETA: 7:25 - loss: 319.7985 - logits_profile_predictions_loss: 312.9690 - logcount_predictions_loss: 0.5378 191/1626 [==>...........................] - ETA: 7:24 - loss: 319.8012 - logits_profile_predictions_loss: 312.9722 - logcount_predictions_loss: 0.5377 192/1626 [==>...........................] - ETA: 7:24 - loss: 319.8038 - 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[==>...........................] - ETA: 7:22 - loss: 319.8168 - logits_profile_predictions_loss: 312.9925 - logcount_predictions_loss: 0.5373 200/1626 [==>...........................] - ETA: 7:22 - loss: 319.8189 - logits_profile_predictions_loss: 312.9952 - logcount_predictions_loss: 0.5373 201/1626 [==>...........................] - ETA: 7:21 - loss: 319.8217 - logits_profile_predictions_loss: 312.9986 - logcount_predictions_loss: 0.5373 202/1626 [==>...........................] - ETA: 7:21 - loss: 319.8245 - logits_profile_predictions_loss: 313.0019 - logcount_predictions_loss: 0.5372 203/1626 [==>...........................] - ETA: 7:21 - loss: 319.8271 - logits_profile_predictions_loss: 313.0052 - logcount_predictions_loss: 0.5372 204/1626 [==>...........................] - ETA: 7:20 - loss: 319.8313 - logits_profile_predictions_loss: 313.0099 - logcount_predictions_loss: 0.5371 205/1626 [==>...........................] - ETA: 7:20 - loss: 319.8358 - 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[==>...........................] - ETA: 7:18 - loss: 319.8594 - logits_profile_predictions_loss: 313.0426 - logcount_predictions_loss: 0.5367 213/1626 [==>...........................] - ETA: 7:18 - loss: 319.8628 - logits_profile_predictions_loss: 313.0467 - logcount_predictions_loss: 0.5367 214/1626 [==>...........................] - ETA: 7:17 - loss: 319.8658 - logits_profile_predictions_loss: 313.0502 - logcount_predictions_loss: 0.5367 215/1626 [==>...........................] - ETA: 7:17 - loss: 319.8686 - logits_profile_predictions_loss: 313.0536 - logcount_predictions_loss: 0.5366 216/1626 [==>...........................] - ETA: 7:17 - loss: 319.8710 - logits_profile_predictions_loss: 313.0563 - logcount_predictions_loss: 0.5366 217/1626 [===>..........................] - ETA: 7:16 - loss: 319.8730 - logits_profile_predictions_loss: 313.0588 - logcount_predictions_loss: 0.5365 218/1626 [===>..........................] - ETA: 7:16 - loss: 319.8739 - logits_profile_predictions_loss: 313.0602 - logcount_predictions_loss: 0.5365 219/1626 [===>..........................] - ETA: 7:16 - loss: 319.8747 - logits_profile_predictions_loss: 313.0614 - logcount_predictions_loss: 0.5365 220/1626 [===>..........................] - ETA: 7:15 - loss: 319.8755 - logits_profile_predictions_loss: 313.0628 - logcount_predictions_loss: 0.5364 221/1626 [===>..........................] - ETA: 7:15 - loss: 319.8761 - logits_profile_predictions_loss: 313.0639 - logcount_predictions_loss: 0.5364 222/1626 [===>..........................] - ETA: 7:15 - loss: 319.8766 - logits_profile_predictions_loss: 313.0649 - logcount_predictions_loss: 0.5363 223/1626 [===>..........................] - ETA: 7:14 - loss: 319.8765 - logits_profile_predictions_loss: 313.0654 - logcount_predictions_loss: 0.5363 224/1626 [===>..........................] - ETA: 7:14 - loss: 319.8765 - logits_profile_predictions_loss: 313.0659 - logcount_predictions_loss: 0.5363 225/1626 [===>..........................] - ETA: 7:14 - loss: 319.8760 - logits_profile_predictions_loss: 313.0659 - logcount_predictions_loss: 0.5362 226/1626 [===>..........................] - ETA: 7:14 - loss: 319.8752 - logits_profile_predictions_loss: 313.0658 - logcount_predictions_loss: 0.5362 227/1626 [===>..........................] - ETA: 7:13 - loss: 319.8745 - logits_profile_predictions_loss: 313.0656 - logcount_predictions_loss: 0.5361 228/1626 [===>..........................] - ETA: 7:13 - loss: 319.8734 - logits_profile_predictions_loss: 313.0651 - logcount_predictions_loss: 0.5361 229/1626 [===>..........................] - ETA: 7:13 - loss: 319.8726 - logits_profile_predictions_loss: 313.0649 - logcount_predictions_loss: 0.5360 230/1626 [===>..........................] - ETA: 7:12 - loss: 319.8722 - logits_profile_predictions_loss: 313.0650 - logcount_predictions_loss: 0.5360 231/1626 [===>..........................] - ETA: 7:12 - loss: 319.8720 - logits_profile_predictions_loss: 313.0654 - logcount_predictions_loss: 0.5360 232/1626 [===>..........................] - ETA: 7:12 - loss: 319.8721 - logits_profile_predictions_loss: 313.0661 - logcount_predictions_loss: 0.5359 233/1626 [===>..........................] - ETA: 7:11 - loss: 319.8723 - logits_profile_predictions_loss: 313.0668 - logcount_predictions_loss: 0.5359 234/1626 [===>..........................] - ETA: 7:11 - loss: 319.8722 - logits_profile_predictions_loss: 313.0673 - logcount_predictions_loss: 0.5358 235/1626 [===>..........................] - ETA: 7:11 - loss: 319.8715 - logits_profile_predictions_loss: 313.0672 - logcount_predictions_loss: 0.5358 236/1626 [===>..........................] - ETA: 7:10 - loss: 319.8712 - logits_profile_predictions_loss: 313.0675 - logcount_predictions_loss: 0.5357 237/1626 [===>..........................] - ETA: 7:10 - loss: 319.8705 - logits_profile_predictions_loss: 313.0674 - logcount_predictions_loss: 0.5357 238/1626 [===>..........................] - ETA: 7:10 - loss: 319.8691 - logits_profile_predictions_loss: 313.0666 - logcount_predictions_loss: 0.5356 239/1626 [===>..........................] - ETA: 7:10 - loss: 319.8675 - logits_profile_predictions_loss: 313.0656 - logcount_predictions_loss: 0.5356 240/1626 [===>..........................] - ETA: 7:09 - loss: 319.8663 - logits_profile_predictions_loss: 313.0649 - logcount_predictions_loss: 0.5355 241/1626 [===>..........................] - ETA: 7:09 - loss: 319.8650 - logits_profile_predictions_loss: 313.0643 - logcount_predictions_loss: 0.5355 242/1626 [===>..........................] - ETA: 7:09 - loss: 319.8634 - logits_profile_predictions_loss: 313.0632 - logcount_predictions_loss: 0.5354 243/1626 [===>..........................] - ETA: 7:08 - loss: 319.8622 - logits_profile_predictions_loss: 313.0626 - logcount_predictions_loss: 0.5354 244/1626 [===>..........................] - ETA: 7:08 - loss: 319.8608 - logits_profile_predictions_loss: 313.0619 - logcount_predictions_loss: 0.5353 245/1626 [===>..........................] - ETA: 7:08 - loss: 319.8597 - logits_profile_predictions_loss: 313.0613 - logcount_predictions_loss: 0.5353 246/1626 [===>..........................] - ETA: 7:07 - loss: 319.8583 - logits_profile_predictions_loss: 313.0605 - logcount_predictions_loss: 0.5353 247/1626 [===>..........................] - ETA: 7:07 - loss: 319.8568 - logits_profile_predictions_loss: 313.0596 - logcount_predictions_loss: 0.5352 248/1626 [===>..........................] - ETA: 7:07 - loss: 319.8557 - logits_profile_predictions_loss: 313.0592 - logcount_predictions_loss: 0.5352 249/1626 [===>..........................] - ETA: 7:06 - loss: 319.8548 - logits_profile_predictions_loss: 313.0589 - logcount_predictions_loss: 0.5351 250/1626 [===>..........................] - ETA: 7:06 - loss: 319.8542 - logits_profile_predictions_loss: 313.0590 - logcount_predictions_loss: 0.5351 251/1626 [===>..........................] - ETA: 7:06 - loss: 319.8534 - logits_profile_predictions_loss: 313.0588 - logcount_predictions_loss: 0.5350 252/1626 [===>..........................] - ETA: 7:06 - loss: 319.8526 - logits_profile_predictions_loss: 313.0587 - logcount_predictions_loss: 0.5349 253/1626 [===>..........................] - ETA: 7:05 - loss: 319.8520 - logits_profile_predictions_loss: 313.0588 - logcount_predictions_loss: 0.5349 254/1626 [===>..........................] - ETA: 7:05 - loss: 319.8516 - logits_profile_predictions_loss: 313.0591 - logcount_predictions_loss: 0.5348 255/1626 [===>..........................] - ETA: 7:05 - loss: 319.8509 - logits_profile_predictions_loss: 313.0590 - logcount_predictions_loss: 0.5348 256/1626 [===>..........................] - ETA: 7:04 - loss: 319.8503 - logits_profile_predictions_loss: 313.0590 - logcount_predictions_loss: 0.5347 257/1626 [===>..........................] - ETA: 7:04 - loss: 319.8492 - logits_profile_predictions_loss: 313.0586 - logcount_predictions_loss: 0.5347 258/1626 [===>..........................] - ETA: 7:04 - loss: 319.8478 - logits_profile_predictions_loss: 313.0579 - logcount_predictions_loss: 0.5346 259/1626 [===>..........................] - ETA: 7:03 - loss: 319.8460 - logits_profile_predictions_loss: 313.0567 - logcount_predictions_loss: 0.5346 260/1626 [===>..........................] - ETA: 7:03 - loss: 319.8443 - logits_profile_predictions_loss: 313.0556 - logcount_predictions_loss: 0.5345 261/1626 [===>..........................] - ETA: 7:03 - loss: 319.8425 - logits_profile_predictions_loss: 313.0545 - logcount_predictions_loss: 0.5345 262/1626 [===>..........................] - ETA: 7:02 - loss: 319.8413 - logits_profile_predictions_loss: 313.0539 - logcount_predictions_loss: 0.5344 263/1626 [===>..........................] - ETA: 7:02 - loss: 319.8401 - logits_profile_predictions_loss: 313.0532 - logcount_predictions_loss: 0.5344 264/1626 [===>..........................] - ETA: 7:02 - loss: 319.8387 - logits_profile_predictions_loss: 313.0524 - logcount_predictions_loss: 0.5344 265/1626 [===>..........................] - ETA: 7:02 - loss: 319.8377 - logits_profile_predictions_loss: 313.0520 - logcount_predictions_loss: 0.5343 266/1626 [===>..........................] - ETA: 7:01 - loss: 319.8370 - logits_profile_predictions_loss: 313.0518 - logcount_predictions_loss: 0.5343 267/1626 [===>..........................] - ETA: 7:01 - loss: 319.8353 - logits_profile_predictions_loss: 313.0506 - logcount_predictions_loss: 0.5342 268/1626 [===>..........................] - ETA: 7:01 - loss: 319.8335 - logits_profile_predictions_loss: 313.0493 - logcount_predictions_loss: 0.5342 269/1626 [===>..........................] - ETA: 7:00 - loss: 319.8316 - logits_profile_predictions_loss: 313.0480 - logcount_predictions_loss: 0.5341 270/1626 [===>..........................] - ETA: 7:00 - loss: 319.8297 - logits_profile_predictions_loss: 313.0466 - logcount_predictions_loss: 0.5341 271/1626 [====>.........................] - ETA: 7:00 - loss: 319.8277 - logits_profile_predictions_loss: 313.0452 - logcount_predictions_loss: 0.5341 272/1626 [====>.........................] - ETA: 6:59 - loss: 319.8257 - logits_profile_predictions_loss: 313.0437 - logcount_predictions_loss: 0.5340 273/1626 [====>.........................] - ETA: 6:59 - loss: 319.8234 - logits_profile_predictions_loss: 313.0419 - logcount_predictions_loss: 0.5340 274/1626 [====>.........................] - ETA: 6:59 - loss: 319.8212 - logits_profile_predictions_loss: 313.0402 - logcount_predictions_loss: 0.5339 275/1626 [====>.........................] - ETA: 6:58 - loss: 319.8190 - logits_profile_predictions_loss: 313.0385 - logcount_predictions_loss: 0.5339 276/1626 [====>.........................] - ETA: 6:58 - loss: 319.8173 - logits_profile_predictions_loss: 313.0372 - logcount_predictions_loss: 0.5339 277/1626 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[====>.........................] - ETA: 6:50 - loss: 319.8275 - logits_profile_predictions_loss: 313.0595 - logcount_predictions_loss: 0.5329 304/1626 [====>.........................] - ETA: 6:50 - loss: 319.8277 - logits_profile_predictions_loss: 313.0601 - logcount_predictions_loss: 0.5329 305/1626 [====>.........................] - ETA: 6:49 - loss: 319.8278 - logits_profile_predictions_loss: 313.0607 - logcount_predictions_loss: 0.5328 306/1626 [====>.........................] - ETA: 6:49 - loss: 319.8286 - logits_profile_predictions_loss: 313.0620 - logcount_predictions_loss: 0.5328 307/1626 [====>.........................] - ETA: 6:49 - loss: 319.8292 - logits_profile_predictions_loss: 313.0630 - logcount_predictions_loss: 0.5328 308/1626 [====>.........................] - ETA: 6:48 - loss: 319.8300 - logits_profile_predictions_loss: 313.0643 - logcount_predictions_loss: 0.5327 309/1626 [====>.........................] - ETA: 6:48 - loss: 319.8308 - 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[=====>........................] - ETA: 6:42 - loss: 319.8358 - logits_profile_predictions_loss: 313.0783 - logcount_predictions_loss: 0.5321 330/1626 [=====>........................] - ETA: 6:41 - loss: 319.8351 - logits_profile_predictions_loss: 313.0779 - logcount_predictions_loss: 0.5321 331/1626 [=====>........................] - ETA: 6:41 - loss: 319.8343 - logits_profile_predictions_loss: 313.0775 - logcount_predictions_loss: 0.5320 332/1626 [=====>........................] - ETA: 6:41 - loss: 319.8335 - logits_profile_predictions_loss: 313.0770 - logcount_predictions_loss: 0.5320 333/1626 [=====>........................] - ETA: 6:41 - loss: 319.8326 - logits_profile_predictions_loss: 313.0763 - logcount_predictions_loss: 0.5320 334/1626 [=====>........................] - ETA: 6:40 - loss: 319.8317 - logits_profile_predictions_loss: 313.0758 - logcount_predictions_loss: 0.5320 335/1626 [=====>........................] - ETA: 6:40 - loss: 319.8309 - 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[=====>........................] - ETA: 6:38 - loss: 319.8297 - logits_profile_predictions_loss: 313.0763 - logcount_predictions_loss: 0.5318 343/1626 [=====>........................] - ETA: 6:37 - loss: 319.8299 - logits_profile_predictions_loss: 313.0768 - logcount_predictions_loss: 0.5317 344/1626 [=====>........................] - ETA: 6:37 - loss: 319.8302 - logits_profile_predictions_loss: 313.0775 - logcount_predictions_loss: 0.5317 345/1626 [=====>........................] - ETA: 6:37 - loss: 319.8303 - logits_profile_predictions_loss: 313.0779 - logcount_predictions_loss: 0.5317 346/1626 [=====>........................] - ETA: 6:37 - loss: 319.8300 - logits_profile_predictions_loss: 313.0779 - logcount_predictions_loss: 0.5317 347/1626 [=====>........................] - ETA: 6:36 - loss: 319.8299 - logits_profile_predictions_loss: 313.0782 - logcount_predictions_loss: 0.5316 348/1626 [=====>........................] - ETA: 6:36 - loss: 319.8298 - 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[=====>........................] - ETA: 6:34 - loss: 319.8267 - logits_profile_predictions_loss: 313.0779 - logcount_predictions_loss: 0.5314 356/1626 [=====>........................] - ETA: 6:33 - loss: 319.8258 - logits_profile_predictions_loss: 313.0774 - logcount_predictions_loss: 0.5314 357/1626 [=====>........................] - ETA: 6:33 - loss: 319.8251 - logits_profile_predictions_loss: 313.0771 - logcount_predictions_loss: 0.5313 358/1626 [=====>........................] - ETA: 6:33 - loss: 319.8245 - logits_profile_predictions_loss: 313.0768 - logcount_predictions_loss: 0.5313 359/1626 [=====>........................] - ETA: 6:33 - loss: 319.8238 - logits_profile_predictions_loss: 313.0765 - logcount_predictions_loss: 0.5313 360/1626 [=====>........................] - ETA: 6:32 - loss: 319.8229 - logits_profile_predictions_loss: 313.0759 - logcount_predictions_loss: 0.5313 361/1626 [=====>........................] - ETA: 6:32 - loss: 319.8223 - 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[=====>........................] - ETA: 6:30 - loss: 319.8190 - logits_profile_predictions_loss: 313.0748 - logcount_predictions_loss: 0.5310 369/1626 [=====>........................] - ETA: 6:29 - loss: 319.8187 - logits_profile_predictions_loss: 313.0749 - logcount_predictions_loss: 0.5310 370/1626 [=====>........................] - ETA: 6:29 - loss: 319.8184 - logits_profile_predictions_loss: 313.0749 - logcount_predictions_loss: 0.5310 371/1626 [=====>........................] - ETA: 6:29 - loss: 319.8183 - logits_profile_predictions_loss: 313.0752 - logcount_predictions_loss: 0.5310 372/1626 [=====>........................] - ETA: 6:28 - loss: 319.8185 - logits_profile_predictions_loss: 313.0756 - logcount_predictions_loss: 0.5309 373/1626 [=====>........................] - ETA: 6:28 - loss: 319.8185 - logits_profile_predictions_loss: 313.0759 - logcount_predictions_loss: 0.5309 374/1626 [=====>........................] - ETA: 6:28 - loss: 319.8184 - 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[======>.......................] - ETA: 6:26 - loss: 319.8219 - logits_profile_predictions_loss: 313.0819 - logcount_predictions_loss: 0.5307 382/1626 [======>.......................] - ETA: 6:25 - loss: 319.8230 - logits_profile_predictions_loss: 313.0833 - logcount_predictions_loss: 0.5307 383/1626 [======>.......................] - ETA: 6:25 - loss: 319.8241 - logits_profile_predictions_loss: 313.0847 - logcount_predictions_loss: 0.5307 384/1626 [======>.......................] - ETA: 6:25 - loss: 319.8252 - logits_profile_predictions_loss: 313.0861 - logcount_predictions_loss: 0.5306 385/1626 [======>.......................] - ETA: 6:24 - loss: 319.8264 - logits_profile_predictions_loss: 313.0875 - logcount_predictions_loss: 0.5306 386/1626 [======>.......................] - ETA: 6:24 - loss: 319.8274 - logits_profile_predictions_loss: 313.0889 - logcount_predictions_loss: 0.5306 387/1626 [======>.......................] - ETA: 6:24 - loss: 319.8286 - 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[======>.......................] - ETA: 6:22 - loss: 319.8381 - logits_profile_predictions_loss: 313.1020 - logcount_predictions_loss: 0.5304 395/1626 [======>.......................] - ETA: 6:21 - loss: 319.8399 - logits_profile_predictions_loss: 313.1041 - logcount_predictions_loss: 0.5304 396/1626 [======>.......................] - ETA: 6:21 - loss: 319.8413 - logits_profile_predictions_loss: 313.1058 - logcount_predictions_loss: 0.5303 397/1626 [======>.......................] - ETA: 6:21 - loss: 319.8429 - logits_profile_predictions_loss: 313.1077 - logcount_predictions_loss: 0.5303 398/1626 [======>.......................] - ETA: 6:20 - loss: 319.8443 - logits_profile_predictions_loss: 313.1094 - logcount_predictions_loss: 0.5303 399/1626 [======>.......................] - ETA: 6:20 - loss: 319.8459 - logits_profile_predictions_loss: 313.1113 - logcount_predictions_loss: 0.5303 400/1626 [======>.......................] - ETA: 6:20 - loss: 319.8476 - 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[============================>.] - ETA: 15s - loss: 319.1672 - logits_profile_predictions_loss: 312.5937 - logcount_predictions_loss: 0.5176 1578/1626 [============================>.] - ETA: 14s - loss: 319.1666 - logits_profile_predictions_loss: 312.5932 - logcount_predictions_loss: 0.5176 1579/1626 [============================>.] - ETA: 14s - loss: 319.1660 - logits_profile_predictions_loss: 312.5926 - logcount_predictions_loss: 0.5176 1580/1626 [============================>.] - ETA: 14s - loss: 319.1654 - logits_profile_predictions_loss: 312.5921 - logcount_predictions_loss: 0.5176 1581/1626 [============================>.] - ETA: 13s - loss: 319.1648 - logits_profile_predictions_loss: 312.5915 - logcount_predictions_loss: 0.5176 1582/1626 [============================>.] - ETA: 13s - loss: 319.1642 - logits_profile_predictions_loss: 312.5910 - logcount_predictions_loss: 0.5176 1583/1626 [============================>.] - ETA: 13s - loss: 319.1636 - 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[============================>.] - ETA: 11s - loss: 319.1593 - logits_profile_predictions_loss: 312.5865 - logcount_predictions_loss: 0.5175 1591/1626 [============================>.] - ETA: 10s - loss: 319.1587 - logits_profile_predictions_loss: 312.5860 - logcount_predictions_loss: 0.5175 1592/1626 [============================>.] - ETA: 10s - loss: 319.1581 - logits_profile_predictions_loss: 312.5854 - logcount_predictions_loss: 0.5175 1593/1626 [============================>.] - ETA: 10s - loss: 319.1575 - logits_profile_predictions_loss: 312.5849 - logcount_predictions_loss: 0.5175 1594/1626 [============================>.] - ETA: 9s - loss: 319.1569 - logits_profile_predictions_loss: 312.5843 - logcount_predictions_loss: 0.5175  1595/1626 [============================>.] - ETA: 9s - loss: 319.1563 - logits_profile_predictions_loss: 312.5838 - logcount_predictions_loss: 0.5175 1596/1626 [============================>.] - ETA: 9s - loss: 319.1557 - logits_profile_predictions_loss: 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1610/1626 [============================>.] - ETA: 4s - loss: 319.1470 - logits_profile_predictions_loss: 312.5753 - logcount_predictions_loss: 0.5174 1611/1626 [============================>.] - ETA: 4s - loss: 319.1464 - logits_profile_predictions_loss: 312.5748 - logcount_predictions_loss: 0.5174 1612/1626 [============================>.] - ETA: 4s - loss: 319.1458 - logits_profile_predictions_loss: 312.5742 - logcount_predictions_loss: 0.5174 1613/1626 [============================>.] - ETA: 4s - loss: 319.1452 - logits_profile_predictions_loss: 312.5736 - logcount_predictions_loss: 0.5174 1614/1626 [============================>.] - ETA: 3s - loss: 319.1445 - logits_profile_predictions_loss: 312.5731 - logcount_predictions_loss: 0.5174 1615/1626 [============================>.] - ETA: 3s - loss: 319.1439 - logits_profile_predictions_loss: 312.5725 - logcount_predictions_loss: 0.5174 1616/1626 [============================>.] - ETA: 3s - loss: 319.1432 - 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[============================>.] - ETA: 0s - loss: 319.1389 - logits_profile_predictions_loss: 312.5679 - logcount_predictions_loss: 0.5174 1624/1626 [============================>.] - ETA: 0s - loss: 319.1384 - logits_profile_predictions_loss: 312.5674 - logcount_predictions_loss: 0.5174 1625/1626 [============================>.] - ETA: 0s - loss: 319.1378 - logits_profile_predictions_loss: 312.5669 - logcount_predictions_loss: 0.5174 1626/1626 [==============================] - ETA: 0s - loss: 319.1372 - logits_profile_predictions_loss: 312.5664 - logcount_predictions_loss: 0.5174 1626/1626 [==============================] - 526s 324ms/step - loss: 319.1367 - logits_profile_predictions_loss: 312.5659 - logcount_predictions_loss: 0.5174 - val_loss: 342.3066 - val_logits_profile_predictions_loss: 334.1192 - val_logcount_predictions_loss: 0.6447 Epoch 00004: val_loss improved from 342.88690 to 342.30664, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 5/50 1/1626 [..............................] - ETA: 8:35 - loss: 322.9456 - logits_profile_predictions_loss: 313.8140 - logcount_predictions_loss: 0.7190 2/1626 [..............................] - ETA: 8:19 - loss: 321.0467 - logits_profile_predictions_loss: 312.9867 - logcount_predictions_loss: 0.6346 3/1626 [..............................] - ETA: 8:19 - loss: 318.9876 - logits_profile_predictions_loss: 311.3161 - logcount_predictions_loss: 0.6041 4/1626 [..............................] - ETA: 8:20 - loss: 318.0230 - logits_profile_predictions_loss: 310.6036 - logcount_predictions_loss: 0.5842 5/1626 [..............................] - ETA: 8:20 - loss: 319.0736 - logits_profile_predictions_loss: 311.7793 - logcount_predictions_loss: 0.5744 6/1626 [..............................] - ETA: 8:19 - loss: 319.3574 - logits_profile_predictions_loss: 312.1177 - 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- logits_profile_predictions_loss: 312.1961 - logcount_predictions_loss: 0.5455 14/1626 [..............................] - ETA: 8:17 - loss: 318.9856 - logits_profile_predictions_loss: 312.0991 - logcount_predictions_loss: 0.5422 15/1626 [..............................] - ETA: 8:17 - loss: 318.8908 - logits_profile_predictions_loss: 312.0473 - logcount_predictions_loss: 0.5389 16/1626 [..............................] - ETA: 8:16 - loss: 318.8263 - logits_profile_predictions_loss: 312.0144 - logcount_predictions_loss: 0.5364 17/1626 [..............................] - ETA: 8:16 - loss: 318.8233 - logits_profile_predictions_loss: 312.0396 - logcount_predictions_loss: 0.5341 18/1626 [..............................] - ETA: 8:16 - loss: 318.7981 - logits_profile_predictions_loss: 312.0380 - logcount_predictions_loss: 0.5323 19/1626 [..............................] - ETA: 8:16 - loss: 318.7958 - logits_profile_predictions_loss: 312.0532 - logcount_predictions_loss: 0.5309 20/1626 [..............................] - ETA: 8:16 - loss: 318.7904 - logits_profile_predictions_loss: 312.0634 - logcount_predictions_loss: 0.5297 21/1626 [..............................] - ETA: 8:16 - loss: 318.7396 - logits_profile_predictions_loss: 312.0223 - logcount_predictions_loss: 0.5289 22/1626 [..............................] - ETA: 8:16 - loss: 318.6699 - logits_profile_predictions_loss: 311.9613 - logcount_predictions_loss: 0.5282 23/1626 [..............................] - ETA: 8:15 - loss: 318.5975 - logits_profile_predictions_loss: 311.9013 - logcount_predictions_loss: 0.5273 24/1626 [..............................] - ETA: 8:15 - loss: 318.5667 - logits_profile_predictions_loss: 311.8828 - logcount_predictions_loss: 0.5263 25/1626 [..............................] - ETA: 8:15 - loss: 318.5196 - logits_profile_predictions_loss: 311.8453 - logcount_predictions_loss: 0.5255 26/1626 [..............................] - ETA: 8:14 - loss: 318.5428 - logits_profile_predictions_loss: 311.8777 - logcount_predictions_loss: 0.5248 27/1626 [..............................] - ETA: 8:14 - loss: 318.4907 - logits_profile_predictions_loss: 311.8363 - logcount_predictions_loss: 0.5240 28/1626 [..............................] - ETA: 8:14 - loss: 318.4625 - logits_profile_predictions_loss: 311.8178 - logcount_predictions_loss: 0.5232 29/1626 [..............................] - ETA: 8:13 - loss: 318.4422 - logits_profile_predictions_loss: 311.8094 - logcount_predictions_loss: 0.5223 30/1626 [..............................] - ETA: 8:13 - loss: 318.4198 - logits_profile_predictions_loss: 311.7979 - logcount_predictions_loss: 0.5214 31/1626 [..............................] - ETA: 8:13 - loss: 318.3906 - logits_profile_predictions_loss: 311.7817 - logcount_predictions_loss: 0.5204 32/1626 [..............................] - ETA: 8:12 - loss: 318.3622 - logits_profile_predictions_loss: 311.7679 - logcount_predictions_loss: 0.5192 33/1626 [..............................] - ETA: 8:12 - 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[==>...........................] - ETA: 7:17 - loss: 316.6864 - logits_profile_predictions_loss: 310.4606 - logcount_predictions_loss: 0.4902 211/1626 [==>...........................] - ETA: 7:17 - loss: 316.6902 - logits_profile_predictions_loss: 310.4643 - logcount_predictions_loss: 0.4902 212/1626 [==>...........................] - ETA: 7:17 - loss: 316.6936 - logits_profile_predictions_loss: 310.4675 - logcount_predictions_loss: 0.4902 213/1626 [==>...........................] - ETA: 7:17 - loss: 316.6968 - logits_profile_predictions_loss: 310.4706 - logcount_predictions_loss: 0.4903 214/1626 [==>...........................] - ETA: 7:16 - loss: 316.7008 - logits_profile_predictions_loss: 310.4745 - logcount_predictions_loss: 0.4903 215/1626 [==>...........................] - ETA: 7:16 - loss: 316.7045 - logits_profile_predictions_loss: 310.4780 - logcount_predictions_loss: 0.4903 216/1626 [==>...........................] - ETA: 7:16 - loss: 316.7078 - logits_profile_predictions_loss: 310.4811 - logcount_predictions_loss: 0.4903 217/1626 [===>..........................] - ETA: 7:15 - loss: 316.7113 - logits_profile_predictions_loss: 310.4845 - logcount_predictions_loss: 0.4903 218/1626 [===>..........................] - ETA: 7:15 - loss: 316.7151 - logits_profile_predictions_loss: 310.4881 - logcount_predictions_loss: 0.4903 219/1626 [===>..........................] - ETA: 7:15 - loss: 316.7188 - logits_profile_predictions_loss: 310.4917 - logcount_predictions_loss: 0.4903 220/1626 [===>..........................] - ETA: 7:14 - loss: 316.7227 - logits_profile_predictions_loss: 310.4955 - logcount_predictions_loss: 0.4903 221/1626 [===>..........................] - ETA: 7:14 - loss: 316.7263 - logits_profile_predictions_loss: 310.4989 - logcount_predictions_loss: 0.4904 222/1626 [===>..........................] - ETA: 7:14 - loss: 316.7295 - logits_profile_predictions_loss: 310.5019 - logcount_predictions_loss: 0.4904 223/1626 [===>..........................] - ETA: 7:14 - loss: 316.7318 - logits_profile_predictions_loss: 310.5040 - logcount_predictions_loss: 0.4904 224/1626 [===>..........................] - ETA: 7:13 - loss: 316.7339 - logits_profile_predictions_loss: 310.5059 - logcount_predictions_loss: 0.4904 225/1626 [===>..........................] - ETA: 7:13 - loss: 316.7355 - logits_profile_predictions_loss: 310.5073 - logcount_predictions_loss: 0.4904 226/1626 [===>..........................] - ETA: 7:13 - loss: 316.7374 - logits_profile_predictions_loss: 310.5091 - logcount_predictions_loss: 0.4904 227/1626 [===>..........................] - ETA: 7:12 - loss: 316.7392 - logits_profile_predictions_loss: 310.5106 - logcount_predictions_loss: 0.4904 228/1626 [===>..........................] - ETA: 7:12 - loss: 316.7407 - logits_profile_predictions_loss: 310.5120 - logcount_predictions_loss: 0.4905 229/1626 [===>..........................] - ETA: 7:12 - loss: 316.7423 - 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[===>..........................] - ETA: 7:10 - loss: 316.7523 - logits_profile_predictions_loss: 310.5223 - logcount_predictions_loss: 0.4906 237/1626 [===>..........................] - ETA: 7:09 - loss: 316.7532 - logits_profile_predictions_loss: 310.5230 - logcount_predictions_loss: 0.4906 238/1626 [===>..........................] - ETA: 7:09 - loss: 316.7536 - logits_profile_predictions_loss: 310.5234 - logcount_predictions_loss: 0.4906 239/1626 [===>..........................] - ETA: 7:09 - loss: 316.7548 - logits_profile_predictions_loss: 310.5245 - logcount_predictions_loss: 0.4906 240/1626 [===>..........................] - ETA: 7:08 - loss: 316.7563 - logits_profile_predictions_loss: 310.5258 - logcount_predictions_loss: 0.4906 241/1626 [===>..........................] - ETA: 7:08 - loss: 316.7569 - logits_profile_predictions_loss: 310.5264 - logcount_predictions_loss: 0.4906 242/1626 [===>..........................] - ETA: 7:08 - loss: 316.7576 - 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[===>..........................] - ETA: 7:06 - loss: 316.7586 - logits_profile_predictions_loss: 310.5280 - logcount_predictions_loss: 0.4906 250/1626 [===>..........................] - ETA: 7:05 - loss: 316.7578 - logits_profile_predictions_loss: 310.5272 - logcount_predictions_loss: 0.4906 251/1626 [===>..........................] - ETA: 7:05 - loss: 316.7572 - logits_profile_predictions_loss: 310.5266 - logcount_predictions_loss: 0.4906 252/1626 [===>..........................] - ETA: 7:05 - loss: 316.7567 - logits_profile_predictions_loss: 310.5261 - logcount_predictions_loss: 0.4906 253/1626 [===>..........................] - ETA: 7:04 - loss: 316.7567 - logits_profile_predictions_loss: 310.5261 - logcount_predictions_loss: 0.4906 254/1626 [===>..........................] - ETA: 7:04 - loss: 316.7569 - logits_profile_predictions_loss: 310.5264 - logcount_predictions_loss: 0.4906 255/1626 [===>..........................] - ETA: 7:04 - loss: 316.7569 - 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[===>..........................] - ETA: 7:02 - loss: 316.7578 - logits_profile_predictions_loss: 310.5279 - logcount_predictions_loss: 0.4906 263/1626 [===>..........................] - ETA: 7:01 - loss: 316.7587 - logits_profile_predictions_loss: 310.5289 - logcount_predictions_loss: 0.4906 264/1626 [===>..........................] - ETA: 7:01 - loss: 316.7595 - logits_profile_predictions_loss: 310.5297 - logcount_predictions_loss: 0.4905 265/1626 [===>..........................] - ETA: 7:01 - loss: 316.7596 - logits_profile_predictions_loss: 310.5298 - logcount_predictions_loss: 0.4905 266/1626 [===>..........................] - ETA: 7:00 - loss: 316.7600 - logits_profile_predictions_loss: 310.5302 - logcount_predictions_loss: 0.4905 267/1626 [===>..........................] - ETA: 7:00 - loss: 316.7603 - logits_profile_predictions_loss: 310.5306 - logcount_predictions_loss: 0.4905 268/1626 [===>..........................] - ETA: 7:00 - loss: 316.7607 - 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[====>.........................] - ETA: 6:58 - loss: 316.7642 - logits_profile_predictions_loss: 310.5348 - logcount_predictions_loss: 0.4905 276/1626 [====>.........................] - ETA: 6:57 - loss: 316.7644 - logits_profile_predictions_loss: 310.5351 - logcount_predictions_loss: 0.4905 277/1626 [====>.........................] - ETA: 6:57 - loss: 316.7642 - logits_profile_predictions_loss: 310.5349 - logcount_predictions_loss: 0.4905 278/1626 [====>.........................] - ETA: 6:57 - loss: 316.7642 - logits_profile_predictions_loss: 310.5350 - logcount_predictions_loss: 0.4905 279/1626 [====>.........................] - ETA: 6:57 - loss: 316.7645 - logits_profile_predictions_loss: 310.5353 - logcount_predictions_loss: 0.4905 280/1626 [====>.........................] - ETA: 6:56 - loss: 316.7645 - logits_profile_predictions_loss: 310.5354 - logcount_predictions_loss: 0.4905 281/1626 [====>.........................] - ETA: 6:56 - loss: 316.7644 - logits_profile_predictions_loss: 310.5353 - logcount_predictions_loss: 0.4905 282/1626 [====>.........................] - ETA: 6:56 - loss: 316.7646 - logits_profile_predictions_loss: 310.5354 - logcount_predictions_loss: 0.4905 283/1626 [====>.........................] - ETA: 6:55 - loss: 316.7655 - logits_profile_predictions_loss: 310.5364 - logcount_predictions_loss: 0.4905 284/1626 [====>.........................] - ETA: 6:55 - loss: 316.7661 - logits_profile_predictions_loss: 310.5370 - logcount_predictions_loss: 0.4905 285/1626 [====>.........................] - ETA: 6:55 - loss: 316.7670 - logits_profile_predictions_loss: 310.5379 - logcount_predictions_loss: 0.4905 286/1626 [====>.........................] - ETA: 6:54 - loss: 316.7679 - logits_profile_predictions_loss: 310.5388 - logcount_predictions_loss: 0.4905 287/1626 [====>.........................] - ETA: 6:54 - loss: 316.7691 - logits_profile_predictions_loss: 310.5401 - logcount_predictions_loss: 0.4905 288/1626 [====>.........................] - ETA: 6:54 - loss: 316.7703 - logits_profile_predictions_loss: 310.5413 - logcount_predictions_loss: 0.4905 289/1626 [====>.........................] - ETA: 6:53 - loss: 316.7715 - logits_profile_predictions_loss: 310.5426 - logcount_predictions_loss: 0.4905 290/1626 [====>.........................] - ETA: 6:53 - loss: 316.7731 - logits_profile_predictions_loss: 310.5442 - logcount_predictions_loss: 0.4905 291/1626 [====>.........................] - ETA: 6:53 - loss: 316.7747 - logits_profile_predictions_loss: 310.5458 - logcount_predictions_loss: 0.4905 292/1626 [====>.........................] - ETA: 6:53 - loss: 316.7769 - logits_profile_predictions_loss: 310.5481 - logcount_predictions_loss: 0.4905 293/1626 [====>.........................] - ETA: 6:52 - loss: 316.7795 - logits_profile_predictions_loss: 310.5507 - logcount_predictions_loss: 0.4905 294/1626 [====>.........................] - ETA: 6:52 - loss: 316.7825 - logits_profile_predictions_loss: 310.5537 - logcount_predictions_loss: 0.4905 295/1626 [====>.........................] - ETA: 6:52 - loss: 316.7848 - logits_profile_predictions_loss: 310.5560 - logcount_predictions_loss: 0.4905 296/1626 [====>.........................] - ETA: 6:51 - loss: 316.7871 - logits_profile_predictions_loss: 310.5583 - logcount_predictions_loss: 0.4905 297/1626 [====>.........................] - ETA: 6:51 - loss: 316.7896 - logits_profile_predictions_loss: 310.5609 - logcount_predictions_loss: 0.4905 298/1626 [====>.........................] - ETA: 6:51 - loss: 316.7920 - logits_profile_predictions_loss: 310.5633 - logcount_predictions_loss: 0.4905 299/1626 [====>.........................] - ETA: 6:50 - loss: 316.7941 - logits_profile_predictions_loss: 310.5655 - logcount_predictions_loss: 0.4905 300/1626 [====>.........................] - ETA: 6:50 - loss: 316.7965 - logits_profile_predictions_loss: 310.5680 - logcount_predictions_loss: 0.4904 301/1626 [====>.........................] - ETA: 6:50 - loss: 316.7984 - logits_profile_predictions_loss: 310.5699 - logcount_predictions_loss: 0.4904 302/1626 [====>.........................] - ETA: 6:49 - loss: 316.8003 - logits_profile_predictions_loss: 310.5718 - logcount_predictions_loss: 0.4904 303/1626 [====>.........................] - ETA: 6:49 - loss: 316.8018 - logits_profile_predictions_loss: 310.5733 - logcount_predictions_loss: 0.4904 304/1626 [====>.........................] - ETA: 6:49 - loss: 316.8030 - logits_profile_predictions_loss: 310.5746 - logcount_predictions_loss: 0.4904 305/1626 [====>.........................] - ETA: 6:49 - loss: 316.8045 - logits_profile_predictions_loss: 310.5761 - logcount_predictions_loss: 0.4904 306/1626 [====>.........................] - ETA: 6:48 - loss: 316.8062 - logits_profile_predictions_loss: 310.5779 - logcount_predictions_loss: 0.4904 307/1626 [====>.........................] - ETA: 6:48 - loss: 316.8079 - logits_profile_predictions_loss: 310.5797 - logcount_predictions_loss: 0.4904 308/1626 [====>.........................] - ETA: 6:48 - loss: 316.8095 - logits_profile_predictions_loss: 310.5814 - logcount_predictions_loss: 0.4904 309/1626 [====>.........................] - ETA: 6:47 - loss: 316.8115 - logits_profile_predictions_loss: 310.5835 - logcount_predictions_loss: 0.4904 310/1626 [====>.........................] - ETA: 6:47 - loss: 316.8134 - logits_profile_predictions_loss: 310.5855 - logcount_predictions_loss: 0.4904 311/1626 [====>.........................] - ETA: 6:47 - loss: 316.8158 - logits_profile_predictions_loss: 310.5880 - logcount_predictions_loss: 0.4904 312/1626 [====>.........................] - ETA: 6:46 - loss: 316.8181 - logits_profile_predictions_loss: 310.5904 - logcount_predictions_loss: 0.4904 313/1626 [====>.........................] - ETA: 6:46 - loss: 316.8206 - logits_profile_predictions_loss: 310.5930 - logcount_predictions_loss: 0.4904 314/1626 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[=====>........................] - ETA: 6:30 - loss: 316.9466 - logits_profile_predictions_loss: 310.7197 - logcount_predictions_loss: 0.4903 367/1626 [=====>........................] - ETA: 6:30 - loss: 316.9495 - logits_profile_predictions_loss: 310.7226 - logcount_predictions_loss: 0.4903 368/1626 [=====>........................] - ETA: 6:29 - loss: 316.9527 - logits_profile_predictions_loss: 310.7257 - logcount_predictions_loss: 0.4903 369/1626 [=====>........................] - ETA: 6:29 - loss: 316.9558 - logits_profile_predictions_loss: 310.7287 - logcount_predictions_loss: 0.4903 370/1626 [=====>........................] - ETA: 6:29 - loss: 316.9588 - logits_profile_predictions_loss: 310.7316 - logcount_predictions_loss: 0.4903 371/1626 [=====>........................] - ETA: 6:28 - loss: 316.9617 - logits_profile_predictions_loss: 310.7344 - logcount_predictions_loss: 0.4903 372/1626 [=====>........................] - ETA: 6:28 - loss: 316.9645 - 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[======>.......................] - ETA: 6:22 - loss: 317.0332 - logits_profile_predictions_loss: 310.8043 - logcount_predictions_loss: 0.4905 393/1626 [======>.......................] - ETA: 6:22 - loss: 317.0373 - logits_profile_predictions_loss: 310.8083 - logcount_predictions_loss: 0.4905 394/1626 [======>.......................] - ETA: 6:21 - loss: 317.0411 - logits_profile_predictions_loss: 310.8121 - logcount_predictions_loss: 0.4905 395/1626 [======>.......................] - ETA: 6:21 - loss: 317.0449 - logits_profile_predictions_loss: 310.8158 - logcount_predictions_loss: 0.4905 396/1626 [======>.......................] - ETA: 6:21 - loss: 317.0487 - logits_profile_predictions_loss: 310.8195 - logcount_predictions_loss: 0.4905 397/1626 [======>.......................] - ETA: 6:20 - loss: 317.0525 - logits_profile_predictions_loss: 310.8233 - logcount_predictions_loss: 0.4905 398/1626 [======>.......................] - ETA: 6:20 - loss: 317.0561 - 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[============================>.] - ETA: 15s - loss: 317.3759 - logits_profile_predictions_loss: 311.1756 - logcount_predictions_loss: 0.4882 1576/1626 [============================>.] - ETA: 15s - loss: 317.3756 - logits_profile_predictions_loss: 311.1755 - logcount_predictions_loss: 0.4882 1577/1626 [============================>.] - ETA: 15s - loss: 317.3754 - logits_profile_predictions_loss: 311.1753 - logcount_predictions_loss: 0.4882 1578/1626 [============================>.] - ETA: 14s - loss: 317.3751 - logits_profile_predictions_loss: 311.1750 - logcount_predictions_loss: 0.4882 1579/1626 [============================>.] - ETA: 14s - loss: 317.3749 - logits_profile_predictions_loss: 311.1748 - logcount_predictions_loss: 0.4882 1580/1626 [============================>.] - ETA: 14s - loss: 317.3747 - logits_profile_predictions_loss: 311.1746 - logcount_predictions_loss: 0.4882 1581/1626 [============================>.] - ETA: 13s - loss: 317.3744 - 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[============================>.] - ETA: 11s - loss: 317.3726 - logits_profile_predictions_loss: 311.1729 - logcount_predictions_loss: 0.4882 1589/1626 [============================>.] - ETA: 11s - loss: 317.3724 - logits_profile_predictions_loss: 311.1727 - logcount_predictions_loss: 0.4882 1590/1626 [============================>.] - ETA: 11s - loss: 317.3721 - logits_profile_predictions_loss: 311.1724 - logcount_predictions_loss: 0.4882 1591/1626 [============================>.] - ETA: 10s - loss: 317.3718 - logits_profile_predictions_loss: 311.1722 - logcount_predictions_loss: 0.4882 1592/1626 [============================>.] - ETA: 10s - loss: 317.3715 - logits_profile_predictions_loss: 311.1719 - logcount_predictions_loss: 0.4882 1593/1626 [============================>.] - ETA: 10s - loss: 317.3712 - logits_profile_predictions_loss: 311.1717 - logcount_predictions_loss: 0.4882 1594/1626 [============================>.] - ETA: 9s - loss: 317.3710 - logits_profile_predictions_loss: 311.1715 - logcount_predictions_loss: 0.4882  1595/1626 [============================>.] - ETA: 9s - loss: 317.3707 - logits_profile_predictions_loss: 311.1712 - logcount_predictions_loss: 0.4882 1596/1626 [============================>.] - ETA: 9s - loss: 317.3704 - logits_profile_predictions_loss: 311.1710 - logcount_predictions_loss: 0.4882 1597/1626 [============================>.] - ETA: 8s - loss: 317.3701 - logits_profile_predictions_loss: 311.1707 - logcount_predictions_loss: 0.4881 1598/1626 [============================>.] - ETA: 8s - loss: 317.3698 - logits_profile_predictions_loss: 311.1705 - logcount_predictions_loss: 0.4881 1599/1626 [============================>.] - ETA: 8s - loss: 317.3695 - logits_profile_predictions_loss: 311.1702 - logcount_predictions_loss: 0.4881 1600/1626 [============================>.] - ETA: 8s - loss: 317.3693 - logits_profile_predictions_loss: 311.1700 - logcount_predictions_loss: 0.4881 1601/1626 [============================>.] - ETA: 7s - 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1608/1626 [============================>.] - ETA: 5s - loss: 317.3674 - logits_profile_predictions_loss: 311.1685 - logcount_predictions_loss: 0.4881 1609/1626 [============================>.] - ETA: 5s - loss: 317.3672 - logits_profile_predictions_loss: 311.1683 - logcount_predictions_loss: 0.4881 1610/1626 [============================>.] - ETA: 4s - loss: 317.3670 - logits_profile_predictions_loss: 311.1681 - logcount_predictions_loss: 0.4881 1611/1626 [============================>.] - ETA: 4s - loss: 317.3667 - logits_profile_predictions_loss: 311.1679 - logcount_predictions_loss: 0.4881 1612/1626 [============================>.] - ETA: 4s - loss: 317.3665 - logits_profile_predictions_loss: 311.1677 - logcount_predictions_loss: 0.4881 1613/1626 [============================>.] - ETA: 4s - loss: 317.3662 - logits_profile_predictions_loss: 311.1675 - logcount_predictions_loss: 0.4881 1614/1626 [============================>.] - ETA: 3s - loss: 317.3660 - logits_profile_predictions_loss: 311.1673 - logcount_predictions_loss: 0.4881 1615/1626 [============================>.] - ETA: 3s - loss: 317.3657 - logits_profile_predictions_loss: 311.1671 - logcount_predictions_loss: 0.4881 1616/1626 [============================>.] - ETA: 3s - loss: 317.3655 - logits_profile_predictions_loss: 311.1669 - logcount_predictions_loss: 0.4881 1617/1626 [============================>.] - ETA: 2s - loss: 317.3652 - logits_profile_predictions_loss: 311.1666 - logcount_predictions_loss: 0.4881 1618/1626 [============================>.] - ETA: 2s - loss: 317.3649 - logits_profile_predictions_loss: 311.1664 - logcount_predictions_loss: 0.4881 1619/1626 [============================>.] - ETA: 2s - loss: 317.3646 - logits_profile_predictions_loss: 311.1661 - logcount_predictions_loss: 0.4881 1620/1626 [============================>.] - ETA: 1s - loss: 317.3643 - logits_profile_predictions_loss: 311.1659 - logcount_predictions_loss: 0.4881 1621/1626 [============================>.] - ETA: 1s - loss: 317.3640 - logits_profile_predictions_loss: 311.1656 - logcount_predictions_loss: 0.4881 1622/1626 [============================>.] - ETA: 1s - loss: 317.3637 - logits_profile_predictions_loss: 311.1654 - logcount_predictions_loss: 0.4881 1623/1626 [============================>.] - ETA: 0s - loss: 317.3634 - logits_profile_predictions_loss: 311.1651 - logcount_predictions_loss: 0.4881 1624/1626 [============================>.] - ETA: 0s - loss: 317.3632 - logits_profile_predictions_loss: 311.1649 - logcount_predictions_loss: 0.4881 1625/1626 [============================>.] - ETA: 0s - loss: 317.3629 - logits_profile_predictions_loss: 311.1646 - logcount_predictions_loss: 0.4881 1626/1626 [==============================] - ETA: 0s - loss: 317.3626 - logits_profile_predictions_loss: 311.1644 - logcount_predictions_loss: 0.4881 1626/1626 [==============================] - 526s 323ms/step - loss: 317.3623 - logits_profile_predictions_loss: 311.1641 - logcount_predictions_loss: 0.4881 - val_loss: 340.9314 - val_logits_profile_predictions_loss: 333.3597 - val_logcount_predictions_loss: 0.5962 Epoch 00005: val_loss improved from 342.30664 to 340.93140, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 6/50 1/1626 [..............................] - ETA: 8:36 - loss: 305.7084 - logits_profile_predictions_loss: 298.4576 - logcount_predictions_loss: 0.5709 2/1626 [..............................] - ETA: 8:19 - loss: 310.6039 - logits_profile_predictions_loss: 303.5591 - logcount_predictions_loss: 0.5547 3/1626 [..............................] - ETA: 8:19 - loss: 310.9709 - logits_profile_predictions_loss: 304.1122 - logcount_predictions_loss: 0.5401 4/1626 [..............................] - ETA: 8:20 - loss: 311.0015 - logits_profile_predictions_loss: 304.2712 - logcount_predictions_loss: 0.5300 5/1626 [..............................] - ETA: 8:19 - loss: 310.8316 - logits_profile_predictions_loss: 304.1850 - logcount_predictions_loss: 0.5234 6/1626 [..............................] - ETA: 8:19 - loss: 310.7622 - logits_profile_predictions_loss: 304.2001 - logcount_predictions_loss: 0.5167 7/1626 [..............................] - ETA: 8:19 - loss: 311.3007 - logits_profile_predictions_loss: 304.8125 - logcount_predictions_loss: 0.5109 8/1626 [..............................] - ETA: 8:18 - loss: 311.7789 - logits_profile_predictions_loss: 305.3154 - logcount_predictions_loss: 0.5089 9/1626 [..............................] - ETA: 8:18 - loss: 312.0728 - logits_profile_predictions_loss: 305.6436 - logcount_predictions_loss: 0.5062 10/1626 [..............................] - ETA: 8:18 - loss: 312.5488 - logits_profile_predictions_loss: 306.1662 - logcount_predictions_loss: 0.5026 11/1626 [..............................] - ETA: 8:18 - loss: 313.0203 - logits_profile_predictions_loss: 306.6863 - logcount_predictions_loss: 0.4987 12/1626 [..............................] - ETA: 8:17 - loss: 313.1373 - logits_profile_predictions_loss: 306.8369 - logcount_predictions_loss: 0.4961 13/1626 [..............................] - ETA: 8:17 - loss: 313.0433 - logits_profile_predictions_loss: 306.7601 - logcount_predictions_loss: 0.4947 14/1626 [..............................] - ETA: 8:17 - loss: 313.1224 - logits_profile_predictions_loss: 306.8449 - logcount_predictions_loss: 0.4943 15/1626 [..............................] - ETA: 8:16 - loss: 313.3049 - logits_profile_predictions_loss: 307.0324 - logcount_predictions_loss: 0.4939 16/1626 [..............................] - ETA: 8:16 - loss: 313.4222 - logits_profile_predictions_loss: 307.1568 - logcount_predictions_loss: 0.4933 17/1626 [..............................] - ETA: 8:16 - loss: 313.6809 - logits_profile_predictions_loss: 307.4239 - logcount_predictions_loss: 0.4927 18/1626 [..............................] - ETA: 8:16 - loss: 313.9830 - logits_profile_predictions_loss: 307.7361 - logcount_predictions_loss: 0.4919 19/1626 [..............................] - ETA: 8:15 - loss: 314.2628 - logits_profile_predictions_loss: 308.0292 - logcount_predictions_loss: 0.4908 20/1626 [..............................] - ETA: 8:15 - loss: 314.5812 - logits_profile_predictions_loss: 308.3645 - logcount_predictions_loss: 0.4895 21/1626 [..............................] - ETA: 8:15 - loss: 314.8991 - logits_profile_predictions_loss: 308.6998 - logcount_predictions_loss: 0.4881 22/1626 [..............................] - ETA: 8:14 - loss: 315.2119 - logits_profile_predictions_loss: 309.0245 - logcount_predictions_loss: 0.4872 23/1626 [..............................] - ETA: 8:14 - loss: 315.4695 - logits_profile_predictions_loss: 309.2923 - logcount_predictions_loss: 0.4864 24/1626 [..............................] - ETA: 8:14 - loss: 315.6503 - logits_profile_predictions_loss: 309.4773 - logcount_predictions_loss: 0.4861 25/1626 [..............................] - ETA: 8:14 - loss: 315.8109 - logits_profile_predictions_loss: 309.6432 - logcount_predictions_loss: 0.4856 26/1626 [..............................] - ETA: 8:13 - loss: 315.9795 - logits_profile_predictions_loss: 309.8168 - logcount_predictions_loss: 0.4852 27/1626 [..............................] - ETA: 8:13 - loss: 316.1453 - logits_profile_predictions_loss: 309.9886 - logcount_predictions_loss: 0.4848 28/1626 [..............................] - ETA: 8:13 - loss: 316.2672 - logits_profile_predictions_loss: 310.1146 - logcount_predictions_loss: 0.4845 29/1626 [..............................] - ETA: 8:13 - loss: 316.4428 - logits_profile_predictions_loss: 310.2954 - logcount_predictions_loss: 0.4840 30/1626 [..............................] - ETA: 8:12 - loss: 316.5938 - logits_profile_predictions_loss: 310.4502 - logcount_predictions_loss: 0.4837 31/1626 [..............................] - ETA: 8:12 - loss: 316.7101 - logits_profile_predictions_loss: 310.5710 - logcount_predictions_loss: 0.4834 32/1626 [..............................] - ETA: 8:12 - loss: 316.8151 - logits_profile_predictions_loss: 310.6796 - logcount_predictions_loss: 0.4831 33/1626 [..............................] - ETA: 8:12 - loss: 316.9166 - logits_profile_predictions_loss: 310.7847 - logcount_predictions_loss: 0.4828 34/1626 [..............................] - ETA: 8:11 - loss: 317.0165 - logits_profile_predictions_loss: 310.8897 - logcount_predictions_loss: 0.4824 35/1626 [..............................] - ETA: 8:11 - loss: 317.1275 - logits_profile_predictions_loss: 311.0060 - logcount_predictions_loss: 0.4820 36/1626 [..............................] - ETA: 8:11 - loss: 317.1979 - logits_profile_predictions_loss: 311.0803 - logcount_predictions_loss: 0.4817 37/1626 [..............................] - ETA: 8:04 - loss: 317.2383 - logits_profile_predictions_loss: 311.1240 - logcount_predictions_loss: 0.4814 38/1626 [..............................] - ETA: 8:04 - loss: 317.2800 - logits_profile_predictions_loss: 311.1701 - logcount_predictions_loss: 0.4811 39/1626 [..............................] - ETA: 8:04 - loss: 317.3282 - logits_profile_predictions_loss: 311.2219 - logcount_predictions_loss: 0.4808 40/1626 [..............................] - ETA: 8:04 - loss: 317.3774 - logits_profile_predictions_loss: 311.2734 - logcount_predictions_loss: 0.4806 41/1626 [..............................] - ETA: 8:04 - loss: 317.4372 - logits_profile_predictions_loss: 311.3345 - logcount_predictions_loss: 0.4805 42/1626 [..............................] - ETA: 8:04 - loss: 317.4965 - logits_profile_predictions_loss: 311.3946 - logcount_predictions_loss: 0.4805 43/1626 [..............................] - ETA: 8:04 - loss: 317.5451 - logits_profile_predictions_loss: 311.4444 - logcount_predictions_loss: 0.4804 44/1626 [..............................] - ETA: 8:04 - loss: 317.5695 - logits_profile_predictions_loss: 311.4691 - logcount_predictions_loss: 0.4803 45/1626 [..............................] - ETA: 8:03 - loss: 317.5869 - logits_profile_predictions_loss: 311.4874 - logcount_predictions_loss: 0.4803 46/1626 [..............................] - ETA: 8:03 - loss: 317.6087 - logits_profile_predictions_loss: 311.5095 - logcount_predictions_loss: 0.4803 47/1626 [..............................] - ETA: 8:03 - loss: 317.6373 - logits_profile_predictions_loss: 311.5382 - logcount_predictions_loss: 0.4802 48/1626 [..............................] - ETA: 8:03 - loss: 317.6738 - logits_profile_predictions_loss: 311.5750 - logcount_predictions_loss: 0.4802 49/1626 [..............................] - ETA: 8:03 - loss: 317.7041 - logits_profile_predictions_loss: 311.6052 - logcount_predictions_loss: 0.4802 50/1626 [..............................] - ETA: 8:02 - loss: 317.7484 - logits_profile_predictions_loss: 311.6495 - logcount_predictions_loss: 0.4802 51/1626 [..............................] - ETA: 8:02 - 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[>.............................] - ETA: 7:58 - loss: 318.6157 - logits_profile_predictions_loss: 312.5285 - logcount_predictions_loss: 0.4793 72/1626 [>.............................] - ETA: 7:57 - loss: 318.6469 - logits_profile_predictions_loss: 312.5611 - logcount_predictions_loss: 0.4792 73/1626 [>.............................] - ETA: 7:57 - loss: 318.6747 - logits_profile_predictions_loss: 312.5903 - logcount_predictions_loss: 0.4791 74/1626 [>.............................] - ETA: 7:57 - loss: 318.6997 - logits_profile_predictions_loss: 312.6170 - logcount_predictions_loss: 0.4790 75/1626 [>.............................] - ETA: 7:57 - loss: 318.7281 - logits_profile_predictions_loss: 312.6471 - logcount_predictions_loss: 0.4788 76/1626 [>.............................] - ETA: 7:56 - loss: 318.7522 - logits_profile_predictions_loss: 312.6732 - logcount_predictions_loss: 0.4787 77/1626 [>.............................] - ETA: 7:56 - loss: 318.7705 - logits_profile_predictions_loss: 312.6931 - logcount_predictions_loss: 0.4785 78/1626 [>.............................] - ETA: 7:56 - loss: 318.7834 - logits_profile_predictions_loss: 312.7077 - logcount_predictions_loss: 0.4784 79/1626 [>.............................] - ETA: 7:56 - loss: 318.7918 - logits_profile_predictions_loss: 312.7179 - logcount_predictions_loss: 0.4783 80/1626 [>.............................] - ETA: 7:55 - loss: 318.8019 - logits_profile_predictions_loss: 312.7300 - logcount_predictions_loss: 0.4781 81/1626 [>.............................] - ETA: 7:55 - loss: 318.8198 - logits_profile_predictions_loss: 312.7496 - logcount_predictions_loss: 0.4780 82/1626 [>.............................] - ETA: 7:55 - loss: 318.8342 - logits_profile_predictions_loss: 312.7656 - logcount_predictions_loss: 0.4778 83/1626 [>.............................] - ETA: 7:55 - loss: 318.8463 - logits_profile_predictions_loss: 312.7795 - logcount_predictions_loss: 0.4777 84/1626 [>.............................] - ETA: 7:54 - 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logits_profile_predictions_loss: 312.5261 - logcount_predictions_loss: 0.4703 215/1626 [==>...........................] - ETA: 7:16 - loss: 318.4957 - logits_profile_predictions_loss: 312.5232 - logcount_predictions_loss: 0.4703 216/1626 [==>...........................] - ETA: 7:16 - loss: 318.4924 - logits_profile_predictions_loss: 312.5204 - logcount_predictions_loss: 0.4702 217/1626 [===>..........................] - ETA: 7:15 - loss: 318.4884 - logits_profile_predictions_loss: 312.5168 - logcount_predictions_loss: 0.4702 218/1626 [===>..........................] - ETA: 7:15 - loss: 318.4836 - logits_profile_predictions_loss: 312.5124 - logcount_predictions_loss: 0.4702 219/1626 [===>..........................] - ETA: 7:15 - loss: 318.4786 - logits_profile_predictions_loss: 312.5078 - logcount_predictions_loss: 0.4701 220/1626 [===>..........................] - ETA: 7:14 - loss: 318.4733 - logits_profile_predictions_loss: 312.5029 - logcount_predictions_loss: 0.4701 221/1626 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logits_profile_predictions_loss: 312.4724 - logcount_predictions_loss: 0.4699 228/1626 [===>..........................] - ETA: 7:12 - loss: 318.4366 - logits_profile_predictions_loss: 312.4690 - logcount_predictions_loss: 0.4699 229/1626 [===>..........................] - ETA: 7:12 - loss: 318.4323 - logits_profile_predictions_loss: 312.4650 - logcount_predictions_loss: 0.4699 230/1626 [===>..........................] - ETA: 7:11 - loss: 318.4280 - logits_profile_predictions_loss: 312.4610 - logcount_predictions_loss: 0.4698 231/1626 [===>..........................] - ETA: 7:11 - loss: 318.4238 - logits_profile_predictions_loss: 312.4572 - logcount_predictions_loss: 0.4698 232/1626 [===>..........................] - ETA: 7:11 - loss: 318.4191 - logits_profile_predictions_loss: 312.4528 - logcount_predictions_loss: 0.4698 233/1626 [===>..........................] - ETA: 7:10 - loss: 318.4141 - logits_profile_predictions_loss: 312.4482 - logcount_predictions_loss: 0.4698 234/1626 [===>..........................] - ETA: 7:10 - loss: 318.4085 - logits_profile_predictions_loss: 312.4429 - logcount_predictions_loss: 0.4697 235/1626 [===>..........................] - ETA: 7:10 - loss: 318.4018 - logits_profile_predictions_loss: 312.4365 - logcount_predictions_loss: 0.4697 236/1626 [===>..........................] - ETA: 7:09 - loss: 318.3953 - logits_profile_predictions_loss: 312.4304 - logcount_predictions_loss: 0.4697 237/1626 [===>..........................] - ETA: 7:09 - loss: 318.3888 - logits_profile_predictions_loss: 312.4242 - logcount_predictions_loss: 0.4697 238/1626 [===>..........................] - ETA: 7:09 - loss: 318.3820 - logits_profile_predictions_loss: 312.4177 - logcount_predictions_loss: 0.4696 239/1626 [===>..........................] - ETA: 7:09 - loss: 318.3757 - logits_profile_predictions_loss: 312.4117 - logcount_predictions_loss: 0.4696 240/1626 [===>..........................] - ETA: 7:08 - loss: 318.3692 - logits_profile_predictions_loss: 312.4056 - logcount_predictions_loss: 0.4696 241/1626 [===>..........................] - ETA: 7:08 - loss: 318.3632 - logits_profile_predictions_loss: 312.3999 - logcount_predictions_loss: 0.4695 242/1626 [===>..........................] - ETA: 7:08 - loss: 318.3576 - logits_profile_predictions_loss: 312.3947 - logcount_predictions_loss: 0.4695 243/1626 [===>..........................] - ETA: 7:07 - loss: 318.3514 - logits_profile_predictions_loss: 312.3888 - logcount_predictions_loss: 0.4695 244/1626 [===>..........................] - ETA: 7:07 - loss: 318.3451 - logits_profile_predictions_loss: 312.3830 - logcount_predictions_loss: 0.4695 245/1626 [===>..........................] - ETA: 7:07 - loss: 318.3384 - logits_profile_predictions_loss: 312.3766 - logcount_predictions_loss: 0.4694 246/1626 [===>..........................] - ETA: 7:06 - loss: 318.3313 - logits_profile_predictions_loss: 312.3698 - logcount_predictions_loss: 0.4694 247/1626 [===>..........................] - ETA: 7:06 - loss: 318.3240 - logits_profile_predictions_loss: 312.3628 - logcount_predictions_loss: 0.4694 248/1626 [===>..........................] - ETA: 7:06 - loss: 318.3168 - logits_profile_predictions_loss: 312.3559 - logcount_predictions_loss: 0.4694 249/1626 [===>..........................] - ETA: 7:06 - loss: 318.3095 - logits_profile_predictions_loss: 312.3490 - logcount_predictions_loss: 0.4693 250/1626 [===>..........................] - ETA: 7:05 - loss: 318.3021 - logits_profile_predictions_loss: 312.3418 - logcount_predictions_loss: 0.4693 251/1626 [===>..........................] - ETA: 7:05 - loss: 318.2949 - logits_profile_predictions_loss: 312.3349 - logcount_predictions_loss: 0.4693 252/1626 [===>..........................] - ETA: 7:05 - loss: 318.2873 - logits_profile_predictions_loss: 312.3276 - logcount_predictions_loss: 0.4693 253/1626 [===>..........................] - ETA: 7:04 - loss: 318.2797 - logits_profile_predictions_loss: 312.3203 - logcount_predictions_loss: 0.4692 254/1626 [===>..........................] - ETA: 7:04 - loss: 318.2722 - logits_profile_predictions_loss: 312.3131 - logcount_predictions_loss: 0.4692 255/1626 [===>..........................] - ETA: 7:04 - loss: 318.2648 - logits_profile_predictions_loss: 312.3059 - logcount_predictions_loss: 0.4692 256/1626 [===>..........................] - ETA: 7:03 - loss: 318.2573 - logits_profile_predictions_loss: 312.2988 - logcount_predictions_loss: 0.4692 257/1626 [===>..........................] - ETA: 7:03 - loss: 318.2504 - logits_profile_predictions_loss: 312.2922 - logcount_predictions_loss: 0.4691 258/1626 [===>..........................] - ETA: 7:03 - loss: 318.2438 - logits_profile_predictions_loss: 312.2859 - logcount_predictions_loss: 0.4691 259/1626 [===>..........................] - ETA: 7:02 - loss: 318.2371 - logits_profile_predictions_loss: 312.2795 - logcount_predictions_loss: 0.4691 260/1626 [===>..........................] - ETA: 7:02 - loss: 318.2305 - logits_profile_predictions_loss: 312.2732 - logcount_predictions_loss: 0.4691 261/1626 [===>..........................] - ETA: 7:02 - loss: 318.2241 - logits_profile_predictions_loss: 312.2671 - logcount_predictions_loss: 0.4691 262/1626 [===>..........................] - ETA: 7:02 - loss: 318.2173 - logits_profile_predictions_loss: 312.2606 - logcount_predictions_loss: 0.4690 263/1626 [===>..........................] - ETA: 7:01 - loss: 318.2108 - logits_profile_predictions_loss: 312.2544 - logcount_predictions_loss: 0.4690 264/1626 [===>..........................] - ETA: 7:01 - loss: 318.2041 - logits_profile_predictions_loss: 312.2480 - logcount_predictions_loss: 0.4690 265/1626 [===>..........................] - ETA: 7:01 - loss: 318.1971 - logits_profile_predictions_loss: 312.2413 - logcount_predictions_loss: 0.4690 266/1626 [===>..........................] - ETA: 7:00 - loss: 318.1900 - logits_profile_predictions_loss: 312.2346 - logcount_predictions_loss: 0.4689 267/1626 [===>..........................] - ETA: 7:00 - loss: 318.1833 - logits_profile_predictions_loss: 312.2282 - logcount_predictions_loss: 0.4689 268/1626 [===>..........................] - ETA: 7:00 - loss: 318.1770 - logits_profile_predictions_loss: 312.2222 - logcount_predictions_loss: 0.4689 269/1626 [===>..........................] - ETA: 6:59 - loss: 318.1708 - logits_profile_predictions_loss: 312.2164 - logcount_predictions_loss: 0.4689 270/1626 [===>..........................] - ETA: 6:59 - loss: 318.1646 - logits_profile_predictions_loss: 312.2106 - logcount_predictions_loss: 0.4688 271/1626 [====>.........................] - ETA: 6:59 - loss: 318.1583 - logits_profile_predictions_loss: 312.2047 - logcount_predictions_loss: 0.4688 272/1626 [====>.........................] - ETA: 6:59 - loss: 318.1518 - logits_profile_predictions_loss: 312.1986 - logcount_predictions_loss: 0.4688 273/1626 [====>.........................] - ETA: 6:58 - loss: 318.1451 - logits_profile_predictions_loss: 312.1922 - logcount_predictions_loss: 0.4687 274/1626 [====>.........................] - ETA: 6:58 - loss: 318.1388 - logits_profile_predictions_loss: 312.1862 - logcount_predictions_loss: 0.4687 275/1626 [====>.........................] - ETA: 6:58 - loss: 318.1324 - logits_profile_predictions_loss: 312.1801 - logcount_predictions_loss: 0.4687 276/1626 [====>.........................] - ETA: 6:57 - loss: 318.1258 - logits_profile_predictions_loss: 312.1739 - logcount_predictions_loss: 0.4687 277/1626 [====>.........................] - ETA: 6:57 - loss: 318.1196 - logits_profile_predictions_loss: 312.1681 - logcount_predictions_loss: 0.4686 278/1626 [====>.........................] - ETA: 6:57 - loss: 318.1136 - logits_profile_predictions_loss: 312.1624 - logcount_predictions_loss: 0.4686 279/1626 [====>.........................] - ETA: 6:56 - loss: 318.1074 - logits_profile_predictions_loss: 312.1566 - logcount_predictions_loss: 0.4686 280/1626 [====>.........................] - ETA: 6:56 - loss: 318.1013 - logits_profile_predictions_loss: 312.1508 - logcount_predictions_loss: 0.4685 281/1626 [====>.........................] - ETA: 6:56 - loss: 318.0952 - logits_profile_predictions_loss: 312.1451 - logcount_predictions_loss: 0.4685 282/1626 [====>.........................] - ETA: 6:55 - loss: 318.0894 - logits_profile_predictions_loss: 312.1396 - logcount_predictions_loss: 0.4685 283/1626 [====>.........................] - ETA: 6:55 - loss: 318.0832 - logits_profile_predictions_loss: 312.1337 - logcount_predictions_loss: 0.4685 284/1626 [====>.........................] - ETA: 6:55 - loss: 318.0770 - logits_profile_predictions_loss: 312.1280 - logcount_predictions_loss: 0.4684 285/1626 [====>.........................] - ETA: 6:55 - loss: 318.0707 - logits_profile_predictions_loss: 312.1220 - logcount_predictions_loss: 0.4684 286/1626 [====>.........................] - ETA: 6:54 - loss: 318.0642 - logits_profile_predictions_loss: 312.1158 - logcount_predictions_loss: 0.4684 287/1626 [====>.........................] - ETA: 6:54 - loss: 318.0575 - logits_profile_predictions_loss: 312.1095 - logcount_predictions_loss: 0.4683 288/1626 [====>.........................] - ETA: 6:54 - loss: 318.0513 - logits_profile_predictions_loss: 312.1037 - logcount_predictions_loss: 0.4683 289/1626 [====>.........................] - ETA: 6:53 - loss: 318.0455 - logits_profile_predictions_loss: 312.0982 - logcount_predictions_loss: 0.4683 290/1626 [====>.........................] - ETA: 6:53 - loss: 318.0399 - logits_profile_predictions_loss: 312.0929 - logcount_predictions_loss: 0.4683 291/1626 [====>.........................] - ETA: 6:53 - loss: 318.0345 - logits_profile_predictions_loss: 312.0879 - logcount_predictions_loss: 0.4682 292/1626 [====>.........................] - ETA: 6:52 - loss: 318.0293 - logits_profile_predictions_loss: 312.0830 - logcount_predictions_loss: 0.4682 293/1626 [====>.........................] - ETA: 6:52 - loss: 318.0237 - logits_profile_predictions_loss: 312.0777 - logcount_predictions_loss: 0.4682 294/1626 [====>.........................] - ETA: 6:52 - loss: 318.0185 - logits_profile_predictions_loss: 312.0728 - logcount_predictions_loss: 0.4682 295/1626 [====>.........................] - ETA: 6:51 - loss: 318.0133 - logits_profile_predictions_loss: 312.0680 - logcount_predictions_loss: 0.4681 296/1626 [====>.........................] - ETA: 6:51 - loss: 318.0084 - logits_profile_predictions_loss: 312.0634 - logcount_predictions_loss: 0.4681 297/1626 [====>.........................] - ETA: 6:51 - loss: 318.0033 - logits_profile_predictions_loss: 312.0587 - logcount_predictions_loss: 0.4681 298/1626 [====>.........................] - ETA: 6:51 - loss: 317.9986 - logits_profile_predictions_loss: 312.0543 - logcount_predictions_loss: 0.4681 299/1626 [====>.........................] - ETA: 6:50 - loss: 317.9936 - logits_profile_predictions_loss: 312.0496 - logcount_predictions_loss: 0.4680 300/1626 [====>.........................] - ETA: 6:50 - loss: 317.9892 - logits_profile_predictions_loss: 312.0455 - logcount_predictions_loss: 0.4680 301/1626 [====>.........................] - ETA: 6:50 - loss: 317.9846 - logits_profile_predictions_loss: 312.0413 - logcount_predictions_loss: 0.4680 302/1626 [====>.........................] - ETA: 6:49 - loss: 317.9800 - logits_profile_predictions_loss: 312.0370 - logcount_predictions_loss: 0.4680 303/1626 [====>.........................] - ETA: 6:49 - loss: 317.9755 - logits_profile_predictions_loss: 312.0327 - logcount_predictions_loss: 0.4679 304/1626 [====>.........................] - ETA: 6:49 - loss: 317.9712 - logits_profile_predictions_loss: 312.0288 - logcount_predictions_loss: 0.4679 305/1626 [====>.........................] - ETA: 6:48 - loss: 317.9669 - logits_profile_predictions_loss: 312.0248 - logcount_predictions_loss: 0.4679 306/1626 [====>.........................] - ETA: 6:48 - loss: 317.9627 - logits_profile_predictions_loss: 312.0209 - logcount_predictions_loss: 0.4679 307/1626 [====>.........................] - ETA: 6:48 - loss: 317.9585 - logits_profile_predictions_loss: 312.0170 - logcount_predictions_loss: 0.4678 308/1626 [====>.........................] - ETA: 6:48 - loss: 317.9541 - logits_profile_predictions_loss: 312.0129 - logcount_predictions_loss: 0.4678 309/1626 [====>.........................] - ETA: 6:47 - loss: 317.9495 - logits_profile_predictions_loss: 312.0086 - logcount_predictions_loss: 0.4678 310/1626 [====>.........................] - ETA: 6:47 - loss: 317.9449 - logits_profile_predictions_loss: 312.0043 - logcount_predictions_loss: 0.4678 311/1626 [====>.........................] - ETA: 6:47 - loss: 317.9403 - logits_profile_predictions_loss: 311.9999 - logcount_predictions_loss: 0.4677 312/1626 [====>.........................] - ETA: 6:46 - loss: 317.9356 - logits_profile_predictions_loss: 311.9955 - logcount_predictions_loss: 0.4677 313/1626 [====>.........................] - ETA: 6:46 - loss: 317.9309 - logits_profile_predictions_loss: 311.9912 - logcount_predictions_loss: 0.4677 314/1626 [====>.........................] - ETA: 6:46 - loss: 317.9265 - logits_profile_predictions_loss: 311.9871 - logcount_predictions_loss: 0.4677 315/1626 [====>.........................] - ETA: 6:45 - loss: 317.9222 - logits_profile_predictions_loss: 311.9831 - logcount_predictions_loss: 0.4676 316/1626 [====>.........................] - ETA: 6:45 - loss: 317.9180 - logits_profile_predictions_loss: 311.9793 - logcount_predictions_loss: 0.4676 317/1626 [====>.........................] - ETA: 6:45 - loss: 317.9135 - logits_profile_predictions_loss: 311.9752 - logcount_predictions_loss: 0.4676 318/1626 [====>.........................] - ETA: 6:44 - loss: 317.9092 - logits_profile_predictions_loss: 311.9711 - logcount_predictions_loss: 0.4676 319/1626 [====>.........................] - ETA: 6:44 - loss: 317.9048 - logits_profile_predictions_loss: 311.9671 - logcount_predictions_loss: 0.4675 320/1626 [====>.........................] - ETA: 6:44 - loss: 317.9005 - logits_profile_predictions_loss: 311.9632 - logcount_predictions_loss: 0.4675 321/1626 [====>.........................] - ETA: 6:44 - loss: 317.8961 - logits_profile_predictions_loss: 311.9591 - logcount_predictions_loss: 0.4675 322/1626 [====>.........................] - ETA: 6:43 - loss: 317.8914 - logits_profile_predictions_loss: 311.9548 - logcount_predictions_loss: 0.4675 323/1626 [====>.........................] - ETA: 6:43 - loss: 317.8875 - logits_profile_predictions_loss: 311.9512 - logcount_predictions_loss: 0.4674 324/1626 [====>.........................] - ETA: 6:43 - loss: 317.8835 - logits_profile_predictions_loss: 311.9475 - logcount_predictions_loss: 0.4674 325/1626 [====>.........................] - ETA: 6:42 - loss: 317.8794 - logits_profile_predictions_loss: 311.9437 - logcount_predictions_loss: 0.4674 326/1626 [=====>........................] - ETA: 6:42 - loss: 317.8752 - logits_profile_predictions_loss: 311.9399 - logcount_predictions_loss: 0.4673 327/1626 [=====>........................] - ETA: 6:42 - loss: 317.8709 - logits_profile_predictions_loss: 311.9359 - logcount_predictions_loss: 0.4673 328/1626 [=====>........................] - ETA: 6:41 - loss: 317.8666 - logits_profile_predictions_loss: 311.9319 - logcount_predictions_loss: 0.4673 329/1626 [=====>........................] - ETA: 6:41 - loss: 317.8623 - logits_profile_predictions_loss: 311.9279 - logcount_predictions_loss: 0.4673 330/1626 [=====>........................] - ETA: 6:41 - loss: 317.8582 - logits_profile_predictions_loss: 311.9240 - logcount_predictions_loss: 0.4673 331/1626 [=====>........................] - ETA: 6:41 - loss: 317.8541 - logits_profile_predictions_loss: 311.9201 - logcount_predictions_loss: 0.4672 332/1626 [=====>........................] - ETA: 6:40 - loss: 317.8497 - logits_profile_predictions_loss: 311.9160 - logcount_predictions_loss: 0.4672 333/1626 [=====>........................] - ETA: 6:40 - loss: 317.8452 - logits_profile_predictions_loss: 311.9118 - logcount_predictions_loss: 0.4672 334/1626 [=====>........................] - ETA: 6:40 - loss: 317.8406 - logits_profile_predictions_loss: 311.9074 - logcount_predictions_loss: 0.4672 335/1626 [=====>........................] - ETA: 6:39 - loss: 317.8358 - logits_profile_predictions_loss: 311.9029 - logcount_predictions_loss: 0.4672 336/1626 [=====>........................] - ETA: 6:39 - loss: 317.8310 - logits_profile_predictions_loss: 311.8984 - logcount_predictions_loss: 0.4671 337/1626 [=====>........................] - ETA: 6:39 - loss: 317.8261 - logits_profile_predictions_loss: 311.8938 - logcount_predictions_loss: 0.4671 338/1626 [=====>........................] - ETA: 6:38 - loss: 317.8215 - logits_profile_predictions_loss: 311.8894 - logcount_predictions_loss: 0.4671 339/1626 [=====>........................] - ETA: 6:38 - loss: 317.8166 - logits_profile_predictions_loss: 311.8847 - logcount_predictions_loss: 0.4671 340/1626 [=====>........................] - ETA: 6:38 - loss: 317.8116 - logits_profile_predictions_loss: 311.8800 - logcount_predictions_loss: 0.4671 341/1626 [=====>........................] - ETA: 6:37 - loss: 317.8068 - logits_profile_predictions_loss: 311.8754 - logcount_predictions_loss: 0.4670 342/1626 [=====>........................] - ETA: 6:37 - loss: 317.8022 - logits_profile_predictions_loss: 311.8711 - logcount_predictions_loss: 0.4670 343/1626 [=====>........................] - ETA: 6:37 - loss: 317.7978 - logits_profile_predictions_loss: 311.8670 - logcount_predictions_loss: 0.4670 344/1626 [=====>........................] - ETA: 6:37 - loss: 317.7935 - logits_profile_predictions_loss: 311.8629 - logcount_predictions_loss: 0.4670 345/1626 [=====>........................] - ETA: 6:36 - loss: 317.7894 - logits_profile_predictions_loss: 311.8590 - logcount_predictions_loss: 0.4670 346/1626 [=====>........................] - ETA: 6:36 - loss: 317.7851 - logits_profile_predictions_loss: 311.8550 - logcount_predictions_loss: 0.4669 347/1626 [=====>........................] - ETA: 6:36 - loss: 317.7811 - logits_profile_predictions_loss: 311.8512 - logcount_predictions_loss: 0.4669 348/1626 [=====>........................] - ETA: 6:35 - loss: 317.7771 - logits_profile_predictions_loss: 311.8474 - logcount_predictions_loss: 0.4669 349/1626 [=====>........................] - ETA: 6:35 - loss: 317.7728 - logits_profile_predictions_loss: 311.8434 - logcount_predictions_loss: 0.4669 350/1626 [=====>........................] - ETA: 6:35 - loss: 317.7686 - logits_profile_predictions_loss: 311.8394 - logcount_predictions_loss: 0.4669 351/1626 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logits_profile_predictions_loss: 310.3071 - logcount_predictions_loss: 0.4618 1626/1626 [==============================] - ETA: 0s - loss: 316.1718 - logits_profile_predictions_loss: 310.3066 - logcount_predictions_loss: 0.4618 1626/1626 [==============================] - 526s 323ms/step - loss: 316.1714 - logits_profile_predictions_loss: 310.3062 - logcount_predictions_loss: 0.4618 - val_loss: 339.4471 - val_logits_profile_predictions_loss: 333.1766 - val_logcount_predictions_loss: 0.4937 Epoch 00006: val_loss improved from 340.93140 to 339.44711, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 7/50 1/1626 [..............................] - ETA: 8:32 - loss: 309.9171 - logits_profile_predictions_loss: 304.7845 - logcount_predictions_loss: 0.4041 2/1626 [..............................] - ETA: 8:19 - loss: 310.1538 - logits_profile_predictions_loss: 304.7942 - logcount_predictions_loss: 0.4220 3/1626 [..............................] - ETA: 8:19 - loss: 311.9856 - logits_profile_predictions_loss: 306.4559 - logcount_predictions_loss: 0.4354 4/1626 [..............................] - ETA: 8:20 - loss: 312.1983 - logits_profile_predictions_loss: 306.5209 - logcount_predictions_loss: 0.4470 5/1626 [..............................] - ETA: 8:19 - loss: 311.8771 - logits_profile_predictions_loss: 306.1138 - logcount_predictions_loss: 0.4538 6/1626 [..............................] - ETA: 8:19 - loss: 313.0132 - logits_profile_predictions_loss: 307.2086 - logcount_predictions_loss: 0.4571 7/1626 [..............................] - ETA: 8:19 - loss: 313.9487 - logits_profile_predictions_loss: 308.1310 - logcount_predictions_loss: 0.4581 8/1626 [..............................] - ETA: 8:18 - loss: 314.8766 - logits_profile_predictions_loss: 309.0254 - logcount_predictions_loss: 0.4607 9/1626 [..............................] - ETA: 8:18 - loss: 315.5678 - logits_profile_predictions_loss: 309.6954 - logcount_predictions_loss: 0.4624 10/1626 [..............................] - ETA: 8:18 - loss: 315.8527 - logits_profile_predictions_loss: 309.9796 - logcount_predictions_loss: 0.4624 11/1626 [..............................] - ETA: 8:18 - loss: 316.0611 - logits_profile_predictions_loss: 310.1982 - logcount_predictions_loss: 0.4616 12/1626 [..............................] - ETA: 8:17 - loss: 316.7420 - logits_profile_predictions_loss: 310.8731 - logcount_predictions_loss: 0.4621 13/1626 [..............................] - ETA: 8:17 - loss: 317.1530 - logits_profile_predictions_loss: 311.2803 - logcount_predictions_loss: 0.4624 14/1626 [..............................] - ETA: 8:17 - loss: 317.6100 - logits_profile_predictions_loss: 311.7287 - logcount_predictions_loss: 0.4631 15/1626 [..............................] - ETA: 8:17 - loss: 318.1028 - logits_profile_predictions_loss: 312.2125 - logcount_predictions_loss: 0.4638 16/1626 [..............................] - ETA: 8:16 - loss: 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[..............................] - ETA: 8:14 - loss: 319.1638 - logits_profile_predictions_loss: 313.1731 - logcount_predictions_loss: 0.4717 24/1626 [..............................] - ETA: 8:14 - loss: 319.2159 - logits_profile_predictions_loss: 313.2161 - logcount_predictions_loss: 0.4724 25/1626 [..............................] - ETA: 8:14 - loss: 319.2425 - logits_profile_predictions_loss: 313.2363 - logcount_predictions_loss: 0.4729 26/1626 [..............................] - ETA: 8:13 - loss: 319.2638 - logits_profile_predictions_loss: 313.2521 - logcount_predictions_loss: 0.4734 27/1626 [..............................] - ETA: 8:13 - loss: 319.2919 - logits_profile_predictions_loss: 313.2738 - logcount_predictions_loss: 0.4739 28/1626 [..............................] - ETA: 8:13 - loss: 319.2823 - logits_profile_predictions_loss: 313.2583 - logcount_predictions_loss: 0.4743 29/1626 [..............................] - ETA: 8:12 - loss: 319.2914 - logits_profile_predictions_loss: 313.2629 - logcount_predictions_loss: 0.4747 30/1626 [..............................] - ETA: 8:12 - loss: 319.2972 - logits_profile_predictions_loss: 313.2661 - logcount_predictions_loss: 0.4749 31/1626 [..............................] - ETA: 8:12 - loss: 319.3628 - logits_profile_predictions_loss: 313.3314 - logcount_predictions_loss: 0.4749 32/1626 [..............................] - ETA: 8:12 - loss: 319.4414 - logits_profile_predictions_loss: 313.4108 - logcount_predictions_loss: 0.4748 33/1626 [..............................] - ETA: 8:11 - loss: 319.5234 - logits_profile_predictions_loss: 313.4938 - logcount_predictions_loss: 0.4748 34/1626 [..............................] - ETA: 8:11 - loss: 319.6227 - logits_profile_predictions_loss: 313.5942 - logcount_predictions_loss: 0.4747 35/1626 [..............................] - ETA: 8:11 - loss: 319.6905 - logits_profile_predictions_loss: 313.6637 - logcount_predictions_loss: 0.4745 36/1626 [..............................] - ETA: 8:11 - loss: 319.7401 - logits_profile_predictions_loss: 313.7148 - logcount_predictions_loss: 0.4744 37/1626 [..............................] - ETA: 8:10 - loss: 319.8044 - logits_profile_predictions_loss: 313.7807 - logcount_predictions_loss: 0.4743 38/1626 [..............................] - ETA: 8:10 - loss: 319.8567 - logits_profile_predictions_loss: 313.8349 - logcount_predictions_loss: 0.4742 39/1626 [..............................] - ETA: 8:10 - loss: 319.8877 - logits_profile_predictions_loss: 313.8679 - logcount_predictions_loss: 0.4740 40/1626 [..............................] - ETA: 8:09 - loss: 319.9289 - logits_profile_predictions_loss: 313.9122 - logcount_predictions_loss: 0.4738 41/1626 [..............................] - ETA: 8:09 - loss: 319.9720 - logits_profile_predictions_loss: 313.9582 - logcount_predictions_loss: 0.4735 42/1626 [..............................] - ETA: 8:09 - loss: 320.0037 - logits_profile_predictions_loss: 313.9919 - logcount_predictions_loss: 0.4734 43/1626 [..............................] - ETA: 8:09 - loss: 320.0372 - logits_profile_predictions_loss: 314.0280 - logcount_predictions_loss: 0.4732 44/1626 [..............................] - ETA: 8:08 - loss: 320.0386 - logits_profile_predictions_loss: 314.0325 - logcount_predictions_loss: 0.4729 45/1626 [..............................] - ETA: 8:08 - loss: 320.0096 - logits_profile_predictions_loss: 314.0062 - logcount_predictions_loss: 0.4727 46/1626 [..............................] - ETA: 8:08 - loss: 319.9864 - logits_profile_predictions_loss: 313.9859 - logcount_predictions_loss: 0.4725 47/1626 [..............................] - ETA: 8:07 - loss: 319.9545 - logits_profile_predictions_loss: 313.9573 - logcount_predictions_loss: 0.4722 48/1626 [..............................] - ETA: 8:07 - loss: 319.9059 - logits_profile_predictions_loss: 313.9128 - logcount_predictions_loss: 0.4719 49/1626 [..............................] - ETA: 8:07 - loss: 319.8358 - logits_profile_predictions_loss: 313.8463 - logcount_predictions_loss: 0.4716 50/1626 [..............................] - ETA: 8:07 - loss: 319.7668 - logits_profile_predictions_loss: 313.7808 - logcount_predictions_loss: 0.4713 51/1626 [..............................] - ETA: 8:06 - loss: 319.7013 - logits_profile_predictions_loss: 313.7194 - logcount_predictions_loss: 0.4710 52/1626 [..............................] - ETA: 8:06 - loss: 319.6419 - logits_profile_predictions_loss: 313.6642 - logcount_predictions_loss: 0.4707 53/1626 [..............................] - ETA: 8:06 - loss: 319.5812 - logits_profile_predictions_loss: 313.6076 - logcount_predictions_loss: 0.4704 54/1626 [..............................] - ETA: 8:05 - loss: 319.5065 - logits_profile_predictions_loss: 313.5360 - logcount_predictions_loss: 0.4701 55/1626 [>.............................] - ETA: 8:05 - loss: 319.4392 - logits_profile_predictions_loss: 313.4713 - logcount_predictions_loss: 0.4699 56/1626 [>.............................] - ETA: 8:05 - loss: 319.3774 - logits_profile_predictions_loss: 313.4124 - logcount_predictions_loss: 0.4697 57/1626 [>.............................] - ETA: 8:05 - loss: 319.3178 - logits_profile_predictions_loss: 313.3559 - logcount_predictions_loss: 0.4694 58/1626 [>.............................] - ETA: 8:04 - loss: 319.2463 - logits_profile_predictions_loss: 313.2875 - logcount_predictions_loss: 0.4692 59/1626 [>.............................] - ETA: 8:04 - loss: 319.1780 - logits_profile_predictions_loss: 313.2222 - logcount_predictions_loss: 0.4690 60/1626 [>.............................] - ETA: 8:04 - loss: 319.1172 - logits_profile_predictions_loss: 313.1640 - logcount_predictions_loss: 0.4688 61/1626 [>.............................] - ETA: 8:03 - loss: 319.0470 - logits_profile_predictions_loss: 313.0963 - logcount_predictions_loss: 0.4686 62/1626 [>.............................] - ETA: 8:03 - loss: 318.9848 - logits_profile_predictions_loss: 313.0367 - logcount_predictions_loss: 0.4684 63/1626 [>.............................] - ETA: 8:03 - loss: 318.9199 - logits_profile_predictions_loss: 312.9744 - logcount_predictions_loss: 0.4682 64/1626 [>.............................] - ETA: 8:03 - loss: 318.8639 - logits_profile_predictions_loss: 312.9212 - logcount_predictions_loss: 0.4679 65/1626 [>.............................] - ETA: 8:02 - loss: 318.8145 - logits_profile_predictions_loss: 312.8748 - logcount_predictions_loss: 0.4677 66/1626 [>.............................] - ETA: 8:02 - loss: 318.7707 - logits_profile_predictions_loss: 312.8342 - logcount_predictions_loss: 0.4674 67/1626 [>.............................] - ETA: 8:02 - loss: 318.7265 - logits_profile_predictions_loss: 312.7927 - logcount_predictions_loss: 0.4672 68/1626 [>.............................] - ETA: 8:01 - loss: 318.6782 - logits_profile_predictions_loss: 312.7464 - logcount_predictions_loss: 0.4671 69/1626 [>.............................] - ETA: 8:01 - 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[>.............................] - ETA: 7:55 - loss: 317.8080 - logits_profile_predictions_loss: 311.9198 - logcount_predictions_loss: 0.4636 90/1626 [>.............................] - ETA: 7:55 - loss: 317.7687 - logits_profile_predictions_loss: 311.8823 - logcount_predictions_loss: 0.4635 91/1626 [>.............................] - ETA: 7:55 - loss: 317.7308 - logits_profile_predictions_loss: 311.8462 - logcount_predictions_loss: 0.4634 92/1626 [>.............................] - ETA: 7:54 - loss: 317.6914 - logits_profile_predictions_loss: 311.8085 - logcount_predictions_loss: 0.4632 93/1626 [>.............................] - ETA: 7:54 - loss: 317.6514 - logits_profile_predictions_loss: 311.7701 - logcount_predictions_loss: 0.4631 94/1626 [>.............................] - ETA: 7:54 - loss: 317.6124 - logits_profile_predictions_loss: 311.7327 - logcount_predictions_loss: 0.4630 95/1626 [>.............................] - ETA: 7:53 - loss: 317.5720 - logits_profile_predictions_loss: 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- loss: 317.2623 - logits_profile_predictions_loss: 311.3967 - logcount_predictions_loss: 0.4619 103/1626 [>.............................] - ETA: 7:51 - loss: 317.2266 - logits_profile_predictions_loss: 311.3627 - logcount_predictions_loss: 0.4617 104/1626 [>.............................] - ETA: 7:51 - loss: 317.1893 - logits_profile_predictions_loss: 311.3271 - logcount_predictions_loss: 0.4616 105/1626 [>.............................] - ETA: 7:50 - loss: 317.1543 - logits_profile_predictions_loss: 311.2937 - logcount_predictions_loss: 0.4615 106/1626 [>.............................] - ETA: 7:50 - loss: 317.1169 - logits_profile_predictions_loss: 311.2579 - logcount_predictions_loss: 0.4613 107/1626 [>.............................] - ETA: 7:50 - loss: 317.0773 - logits_profile_predictions_loss: 311.2199 - logcount_predictions_loss: 0.4612 108/1626 [>.............................] - ETA: 7:49 - loss: 317.0402 - logits_profile_predictions_loss: 311.1844 - logcount_predictions_loss: 0.4611 109/1626 [=>............................] - ETA: 7:49 - loss: 317.0078 - logits_profile_predictions_loss: 311.1537 - logcount_predictions_loss: 0.4610 110/1626 [=>............................] - ETA: 7:49 - loss: 316.9754 - logits_profile_predictions_loss: 311.1228 - logcount_predictions_loss: 0.4608 111/1626 [=>............................] - ETA: 7:48 - loss: 316.9435 - logits_profile_predictions_loss: 311.0924 - logcount_predictions_loss: 0.4607 112/1626 [=>............................] - ETA: 7:48 - loss: 316.9140 - logits_profile_predictions_loss: 311.0644 - logcount_predictions_loss: 0.4606 113/1626 [=>............................] - ETA: 7:48 - loss: 316.8863 - logits_profile_predictions_loss: 311.0381 - logcount_predictions_loss: 0.4605 114/1626 [=>............................] - ETA: 7:48 - loss: 316.8615 - logits_profile_predictions_loss: 311.0147 - logcount_predictions_loss: 0.4604 115/1626 [=>............................] - ETA: 7:47 - loss: 316.8372 - 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[====>.........................] - ETA: 6:54 - loss: 314.7339 - logits_profile_predictions_loss: 308.9482 - logcount_predictions_loss: 0.4556 292/1626 [====>.........................] - ETA: 6:53 - loss: 314.7289 - logits_profile_predictions_loss: 308.9435 - logcount_predictions_loss: 0.4555 293/1626 [====>.........................] - ETA: 6:53 - loss: 314.7239 - logits_profile_predictions_loss: 308.9387 - logcount_predictions_loss: 0.4555 294/1626 [====>.........................] - ETA: 6:53 - loss: 314.7191 - logits_profile_predictions_loss: 308.9342 - logcount_predictions_loss: 0.4555 295/1626 [====>.........................] - ETA: 6:52 - loss: 314.7146 - logits_profile_predictions_loss: 308.9300 - logcount_predictions_loss: 0.4555 296/1626 [====>.........................] - ETA: 6:52 - loss: 314.7106 - logits_profile_predictions_loss: 308.9262 - logcount_predictions_loss: 0.4555 297/1626 [====>.........................] - ETA: 6:52 - loss: 314.7068 - 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[====>.........................] - ETA: 6:50 - loss: 314.6845 - logits_profile_predictions_loss: 308.9024 - logcount_predictions_loss: 0.4553 305/1626 [====>.........................] - ETA: 6:49 - loss: 314.6817 - logits_profile_predictions_loss: 308.8999 - logcount_predictions_loss: 0.4553 306/1626 [====>.........................] - ETA: 6:49 - loss: 314.6789 - logits_profile_predictions_loss: 308.8974 - logcount_predictions_loss: 0.4552 307/1626 [====>.........................] - ETA: 6:49 - loss: 314.6756 - logits_profile_predictions_loss: 308.8945 - logcount_predictions_loss: 0.4552 308/1626 [====>.........................] - ETA: 6:48 - loss: 314.6721 - logits_profile_predictions_loss: 308.8913 - logcount_predictions_loss: 0.4552 309/1626 [====>.........................] - ETA: 6:48 - loss: 314.6686 - logits_profile_predictions_loss: 308.8881 - logcount_predictions_loss: 0.4552 310/1626 [====>.........................] - ETA: 6:48 - loss: 314.6652 - 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[====>.........................] - ETA: 6:46 - loss: 314.6455 - logits_profile_predictions_loss: 308.8678 - logcount_predictions_loss: 0.4549 318/1626 [====>.........................] - ETA: 6:45 - loss: 314.6434 - logits_profile_predictions_loss: 308.8660 - logcount_predictions_loss: 0.4549 319/1626 [====>.........................] - ETA: 6:45 - loss: 314.6415 - logits_profile_predictions_loss: 308.8646 - logcount_predictions_loss: 0.4549 320/1626 [====>.........................] - ETA: 6:45 - loss: 314.6396 - logits_profile_predictions_loss: 308.8630 - logcount_predictions_loss: 0.4549 321/1626 [====>.........................] - ETA: 6:44 - loss: 314.6378 - logits_profile_predictions_loss: 308.8615 - logcount_predictions_loss: 0.4548 322/1626 [====>.........................] - ETA: 6:44 - loss: 314.6361 - logits_profile_predictions_loss: 308.8601 - logcount_predictions_loss: 0.4548 323/1626 [====>.........................] - ETA: 6:44 - loss: 314.6343 - 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[=====>........................] - ETA: 6:42 - loss: 314.6249 - logits_profile_predictions_loss: 308.8513 - logcount_predictions_loss: 0.4546 331/1626 [=====>........................] - ETA: 6:41 - loss: 314.6237 - logits_profile_predictions_loss: 308.8505 - logcount_predictions_loss: 0.4546 332/1626 [=====>........................] - ETA: 6:41 - loss: 314.6222 - logits_profile_predictions_loss: 308.8494 - logcount_predictions_loss: 0.4546 333/1626 [=====>........................] - ETA: 6:41 - loss: 314.6205 - logits_profile_predictions_loss: 308.8480 - logcount_predictions_loss: 0.4545 334/1626 [=====>........................] - ETA: 6:40 - loss: 314.6187 - logits_profile_predictions_loss: 308.8465 - logcount_predictions_loss: 0.4545 335/1626 [=====>........................] - ETA: 6:40 - loss: 314.6172 - logits_profile_predictions_loss: 308.8453 - logcount_predictions_loss: 0.4545 336/1626 [=====>........................] - ETA: 6:40 - loss: 314.6160 - 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[=====>........................] - ETA: 6:38 - loss: 314.6085 - logits_profile_predictions_loss: 308.8391 - logcount_predictions_loss: 0.4543 344/1626 [=====>........................] - ETA: 6:37 - loss: 314.6071 - logits_profile_predictions_loss: 308.8381 - logcount_predictions_loss: 0.4543 345/1626 [=====>........................] - ETA: 6:37 - loss: 314.6057 - logits_profile_predictions_loss: 308.8370 - logcount_predictions_loss: 0.4542 346/1626 [=====>........................] - ETA: 6:37 - loss: 314.6043 - logits_profile_predictions_loss: 308.8359 - logcount_predictions_loss: 0.4542 347/1626 [=====>........................] - ETA: 6:36 - loss: 314.6031 - logits_profile_predictions_loss: 308.8350 - logcount_predictions_loss: 0.4542 348/1626 [=====>........................] - ETA: 6:36 - loss: 314.6015 - logits_profile_predictions_loss: 308.8338 - logcount_predictions_loss: 0.4542 349/1626 [=====>........................] - ETA: 6:36 - loss: 314.6002 - 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[=====>........................] - ETA: 6:34 - loss: 314.5921 - logits_profile_predictions_loss: 308.8267 - logcount_predictions_loss: 0.4540 357/1626 [=====>........................] - ETA: 6:33 - loss: 314.5910 - logits_profile_predictions_loss: 308.8259 - logcount_predictions_loss: 0.4539 358/1626 [=====>........................] - ETA: 6:33 - loss: 314.5896 - logits_profile_predictions_loss: 308.8248 - logcount_predictions_loss: 0.4539 359/1626 [=====>........................] - ETA: 6:33 - loss: 314.5883 - logits_profile_predictions_loss: 308.8237 - logcount_predictions_loss: 0.4539 360/1626 [=====>........................] - ETA: 6:32 - loss: 314.5871 - logits_profile_predictions_loss: 308.8227 - logcount_predictions_loss: 0.4539 361/1626 [=====>........................] - ETA: 6:32 - loss: 314.5857 - logits_profile_predictions_loss: 308.8216 - logcount_predictions_loss: 0.4539 362/1626 [=====>........................] - ETA: 6:32 - loss: 314.5845 - 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[=====>........................] - ETA: 6:30 - loss: 314.5787 - logits_profile_predictions_loss: 308.8165 - logcount_predictions_loss: 0.4537 370/1626 [=====>........................] - ETA: 6:29 - loss: 314.5777 - logits_profile_predictions_loss: 308.8156 - logcount_predictions_loss: 0.4537 371/1626 [=====>........................] - ETA: 6:29 - loss: 314.5766 - logits_profile_predictions_loss: 308.8148 - logcount_predictions_loss: 0.4537 372/1626 [=====>........................] - ETA: 6:29 - loss: 314.5754 - logits_profile_predictions_loss: 308.8138 - logcount_predictions_loss: 0.4537 373/1626 [=====>........................] - ETA: 6:28 - loss: 314.5742 - logits_profile_predictions_loss: 308.8128 - logcount_predictions_loss: 0.4537 374/1626 [=====>........................] - ETA: 6:28 - loss: 314.5731 - logits_profile_predictions_loss: 308.8119 - logcount_predictions_loss: 0.4536 375/1626 [=====>........................] - ETA: 6:28 - loss: 314.5721 - 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[======>.......................] - ETA: 6:25 - loss: 314.5635 - logits_profile_predictions_loss: 308.8039 - logcount_predictions_loss: 0.4535 383/1626 [======>.......................] - ETA: 6:25 - loss: 314.5623 - logits_profile_predictions_loss: 308.8029 - logcount_predictions_loss: 0.4535 384/1626 [======>.......................] - ETA: 6:25 - loss: 314.5611 - logits_profile_predictions_loss: 308.8019 - logcount_predictions_loss: 0.4535 385/1626 [======>.......................] - ETA: 6:25 - loss: 314.5599 - logits_profile_predictions_loss: 308.8008 - logcount_predictions_loss: 0.4535 386/1626 [======>.......................] - ETA: 6:24 - loss: 314.5586 - logits_profile_predictions_loss: 308.7998 - logcount_predictions_loss: 0.4535 387/1626 [======>.......................] - ETA: 6:24 - loss: 314.5574 - logits_profile_predictions_loss: 308.7988 - logcount_predictions_loss: 0.4534 388/1626 [======>.......................] - ETA: 6:24 - loss: 314.5564 - 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[===========================>..] - ETA: 22s - loss: 314.2554 - logits_profile_predictions_loss: 308.5219 - logcount_predictions_loss: 0.4515 1553/1626 [===========================>..] - ETA: 22s - loss: 314.2551 - logits_profile_predictions_loss: 308.5217 - logcount_predictions_loss: 0.4515 1554/1626 [===========================>..] - ETA: 22s - loss: 314.2548 - logits_profile_predictions_loss: 308.5214 - logcount_predictions_loss: 0.4514 1555/1626 [===========================>..] - ETA: 22s - loss: 314.2545 - logits_profile_predictions_loss: 308.5212 - logcount_predictions_loss: 0.4514 1556/1626 [===========================>..] - ETA: 21s - loss: 314.2542 - logits_profile_predictions_loss: 308.5209 - logcount_predictions_loss: 0.4514 1557/1626 [===========================>..] - ETA: 21s - loss: 314.2539 - logits_profile_predictions_loss: 308.5207 - logcount_predictions_loss: 0.4514 1558/1626 [===========================>..] - ETA: 21s - loss: 314.2536 - 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[============================>.] - ETA: 14s - loss: 314.2473 - logits_profile_predictions_loss: 308.5151 - logcount_predictions_loss: 0.4514 1579/1626 [============================>.] - ETA: 14s - loss: 314.2470 - logits_profile_predictions_loss: 308.5148 - logcount_predictions_loss: 0.4514 1580/1626 [============================>.] - ETA: 14s - loss: 314.2467 - logits_profile_predictions_loss: 308.5145 - logcount_predictions_loss: 0.4514 1581/1626 [============================>.] - ETA: 13s - loss: 314.2463 - logits_profile_predictions_loss: 308.5143 - logcount_predictions_loss: 0.4513 1582/1626 [============================>.] - ETA: 13s - loss: 314.2460 - logits_profile_predictions_loss: 308.5140 - logcount_predictions_loss: 0.4513 1583/1626 [============================>.] - ETA: 13s - loss: 314.2456 - logits_profile_predictions_loss: 308.5137 - logcount_predictions_loss: 0.4513 1584/1626 [============================>.] - ETA: 13s - loss: 314.2453 - 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[============================>.] - ETA: 10s - loss: 314.2427 - logits_profile_predictions_loss: 308.5111 - logcount_predictions_loss: 0.4513 1592/1626 [============================>.] - ETA: 10s - loss: 314.2423 - logits_profile_predictions_loss: 308.5107 - logcount_predictions_loss: 0.4513 1593/1626 [============================>.] - ETA: 10s - loss: 314.2419 - logits_profile_predictions_loss: 308.5104 - logcount_predictions_loss: 0.4513 1594/1626 [============================>.] - ETA: 9s - loss: 314.2414 - logits_profile_predictions_loss: 308.5100 - logcount_predictions_loss: 0.4513  1595/1626 [============================>.] - ETA: 9s - loss: 314.2410 - logits_profile_predictions_loss: 308.5097 - logcount_predictions_loss: 0.4513 1596/1626 [============================>.] - ETA: 9s - loss: 314.2407 - logits_profile_predictions_loss: 308.5093 - logcount_predictions_loss: 0.4513 1597/1626 [============================>.] - ETA: 9s - loss: 314.2403 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 314.2299 - logits_profile_predictions_loss: 308.4999 - logcount_predictions_loss: 0.4512 1625/1626 [============================>.] - ETA: 0s - loss: 314.2295 - logits_profile_predictions_loss: 308.4996 - logcount_predictions_loss: 0.4512 1626/1626 [==============================] - ETA: 0s - loss: 314.2292 - logits_profile_predictions_loss: 308.4993 - logcount_predictions_loss: 0.4512 1626/1626 [==============================] - 526s 323ms/step - loss: 314.2288 - logits_profile_predictions_loss: 308.4989 - logcount_predictions_loss: 0.4512 - val_loss: 339.2835 - val_logits_profile_predictions_loss: 332.6595 - val_logcount_predictions_loss: 0.5216 Epoch 00007: val_loss improved from 339.44711 to 339.28351, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 8/50 1/1626 [..............................] - ETA: 8:34 - loss: 346.6522 - logits_profile_predictions_loss: 342.9143 - logcount_predictions_loss: 0.2943 2/1626 [..............................] - ETA: 8:19 - loss: 339.6174 - logits_profile_predictions_loss: 335.7373 - logcount_predictions_loss: 0.3055 3/1626 [..............................] - ETA: 8:19 - loss: 333.0135 - logits_profile_predictions_loss: 328.8406 - logcount_predictions_loss: 0.3286 4/1626 [..............................] - ETA: 8:19 - loss: 330.2619 - logits_profile_predictions_loss: 325.8807 - logcount_predictions_loss: 0.3450 5/1626 [..............................] - ETA: 8:19 - loss: 328.5953 - logits_profile_predictions_loss: 323.9710 - logcount_predictions_loss: 0.3641 6/1626 [..............................] - ETA: 8:19 - loss: 327.6887 - logits_profile_predictions_loss: 322.9168 - logcount_predictions_loss: 0.3757 7/1626 [..............................] - ETA: 8:19 - loss: 326.7254 - logits_profile_predictions_loss: 321.8573 - logcount_predictions_loss: 0.3833 8/1626 [..............................] - ETA: 8:18 - loss: 325.9282 - logits_profile_predictions_loss: 321.0154 - logcount_predictions_loss: 0.3868 9/1626 [..............................] - ETA: 8:18 - loss: 325.1980 - logits_profile_predictions_loss: 320.2575 - logcount_predictions_loss: 0.3890 10/1626 [..............................] - ETA: 8:18 - loss: 324.8012 - logits_profile_predictions_loss: 319.8501 - logcount_predictions_loss: 0.3899 11/1626 [..............................] - ETA: 8:17 - loss: 324.2928 - logits_profile_predictions_loss: 319.3319 - logcount_predictions_loss: 0.3906 12/1626 [..............................] - ETA: 8:17 - loss: 323.7822 - logits_profile_predictions_loss: 318.8082 - logcount_predictions_loss: 0.3917 13/1626 [..............................] - ETA: 8:17 - loss: 323.2962 - logits_profile_predictions_loss: 318.3080 - logcount_predictions_loss: 0.3928 14/1626 [..............................] - ETA: 8:17 - loss: 322.8204 - logits_profile_predictions_loss: 317.8224 - logcount_predictions_loss: 0.3935 15/1626 [..............................] - ETA: 8:16 - loss: 322.4808 - logits_profile_predictions_loss: 317.4724 - logcount_predictions_loss: 0.3944 16/1626 [..............................] - ETA: 8:16 - loss: 322.1086 - logits_profile_predictions_loss: 317.0869 - logcount_predictions_loss: 0.3954 17/1626 [..............................] - ETA: 8:16 - loss: 321.7436 - logits_profile_predictions_loss: 316.7132 - logcount_predictions_loss: 0.3961 18/1626 [..............................] - ETA: 8:16 - loss: 321.2961 - logits_profile_predictions_loss: 316.2559 - logcount_predictions_loss: 0.3969 19/1626 [..............................] - ETA: 8:15 - loss: 320.9188 - logits_profile_predictions_loss: 315.8665 - logcount_predictions_loss: 0.3978 20/1626 [..............................] - ETA: 8:15 - loss: 320.5358 - logits_profile_predictions_loss: 315.4738 - logcount_predictions_loss: 0.3986 21/1626 [..............................] - ETA: 8:15 - 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logits_profile_predictions_loss: 306.7223 - logcount_predictions_loss: 0.4111 205/1626 [==>...........................] - ETA: 7:20 - loss: 311.9359 - logits_profile_predictions_loss: 306.7134 - logcount_predictions_loss: 0.4112 206/1626 [==>...........................] - ETA: 7:19 - loss: 311.9280 - logits_profile_predictions_loss: 306.7046 - logcount_predictions_loss: 0.4113 207/1626 [==>...........................] - ETA: 7:19 - loss: 311.9195 - logits_profile_predictions_loss: 306.6952 - logcount_predictions_loss: 0.4114 208/1626 [==>...........................] - ETA: 7:19 - loss: 311.9115 - logits_profile_predictions_loss: 306.6863 - logcount_predictions_loss: 0.4114 209/1626 [==>...........................] - ETA: 7:19 - loss: 311.9033 - logits_profile_predictions_loss: 306.6773 - logcount_predictions_loss: 0.4115 210/1626 [==>...........................] - ETA: 7:18 - loss: 311.8951 - logits_profile_predictions_loss: 306.6682 - logcount_predictions_loss: 0.4116 211/1626 [==>...........................] - ETA: 7:18 - loss: 311.8863 - logits_profile_predictions_loss: 306.6586 - logcount_predictions_loss: 0.4116 212/1626 [==>...........................] - ETA: 7:18 - loss: 311.8774 - logits_profile_predictions_loss: 306.6490 - logcount_predictions_loss: 0.4117 213/1626 [==>...........................] - ETA: 7:17 - loss: 311.8692 - logits_profile_predictions_loss: 306.6400 - logcount_predictions_loss: 0.4117 214/1626 [==>...........................] - ETA: 7:17 - loss: 311.8599 - logits_profile_predictions_loss: 306.6299 - logcount_predictions_loss: 0.4118 215/1626 [==>...........................] - ETA: 7:17 - loss: 311.8507 - logits_profile_predictions_loss: 306.6199 - logcount_predictions_loss: 0.4119 216/1626 [==>...........................] - ETA: 7:16 - loss: 311.8406 - logits_profile_predictions_loss: 306.6091 - logcount_predictions_loss: 0.4119 217/1626 [===>..........................] - ETA: 7:16 - loss: 311.8307 - logits_profile_predictions_loss: 306.5985 - logcount_predictions_loss: 0.4120 218/1626 [===>..........................] - ETA: 7:16 - loss: 311.8205 - logits_profile_predictions_loss: 306.5875 - logcount_predictions_loss: 0.4120 219/1626 [===>..........................] - ETA: 7:15 - loss: 311.8103 - logits_profile_predictions_loss: 306.5765 - logcount_predictions_loss: 0.4121 220/1626 [===>..........................] - ETA: 7:15 - loss: 311.8004 - logits_profile_predictions_loss: 306.5660 - logcount_predictions_loss: 0.4122 221/1626 [===>..........................] - ETA: 7:15 - loss: 311.7904 - logits_profile_predictions_loss: 306.5553 - logcount_predictions_loss: 0.4122 222/1626 [===>..........................] - ETA: 7:15 - loss: 311.7805 - logits_profile_predictions_loss: 306.5447 - logcount_predictions_loss: 0.4123 223/1626 [===>..........................] - ETA: 7:14 - loss: 311.7706 - logits_profile_predictions_loss: 306.5341 - logcount_predictions_loss: 0.4123 224/1626 [===>..........................] - ETA: 7:14 - loss: 311.7616 - logits_profile_predictions_loss: 306.5243 - logcount_predictions_loss: 0.4124 225/1626 [===>..........................] - ETA: 7:14 - loss: 311.7525 - logits_profile_predictions_loss: 306.5144 - logcount_predictions_loss: 0.4125 226/1626 [===>..........................] - ETA: 7:13 - loss: 311.7432 - logits_profile_predictions_loss: 306.5044 - logcount_predictions_loss: 0.4125 227/1626 [===>..........................] - ETA: 7:13 - loss: 311.7341 - logits_profile_predictions_loss: 306.4945 - logcount_predictions_loss: 0.4126 228/1626 [===>..........................] - ETA: 7:13 - loss: 311.7252 - logits_profile_predictions_loss: 306.4848 - logcount_predictions_loss: 0.4126 229/1626 [===>..........................] - ETA: 7:12 - loss: 311.7164 - logits_profile_predictions_loss: 306.4752 - logcount_predictions_loss: 0.4127 230/1626 [===>..........................] - ETA: 7:12 - loss: 311.7069 - logits_profile_predictions_loss: 306.4650 - logcount_predictions_loss: 0.4128 231/1626 [===>..........................] - ETA: 7:12 - loss: 311.6973 - logits_profile_predictions_loss: 306.4546 - logcount_predictions_loss: 0.4128 232/1626 [===>..........................] - ETA: 7:11 - loss: 311.6879 - logits_profile_predictions_loss: 306.4445 - logcount_predictions_loss: 0.4129 233/1626 [===>..........................] - ETA: 7:11 - loss: 311.6782 - logits_profile_predictions_loss: 306.4340 - logcount_predictions_loss: 0.4129 234/1626 [===>..........................] - ETA: 7:11 - loss: 311.6686 - logits_profile_predictions_loss: 306.4236 - logcount_predictions_loss: 0.4130 235/1626 [===>..........................] - ETA: 7:11 - loss: 311.6592 - logits_profile_predictions_loss: 306.4134 - logcount_predictions_loss: 0.4131 236/1626 [===>..........................] - ETA: 7:10 - loss: 311.6498 - logits_profile_predictions_loss: 306.4033 - logcount_predictions_loss: 0.4131 237/1626 [===>..........................] - ETA: 7:10 - loss: 311.6400 - logits_profile_predictions_loss: 306.3927 - logcount_predictions_loss: 0.4132 238/1626 [===>..........................] - ETA: 7:10 - loss: 311.6304 - logits_profile_predictions_loss: 306.3823 - logcount_predictions_loss: 0.4132 239/1626 [===>..........................] - ETA: 7:09 - loss: 311.6213 - logits_profile_predictions_loss: 306.3725 - logcount_predictions_loss: 0.4133 240/1626 [===>..........................] - ETA: 7:09 - loss: 311.6124 - logits_profile_predictions_loss: 306.3628 - logcount_predictions_loss: 0.4134 241/1626 [===>..........................] - ETA: 7:09 - loss: 311.6030 - logits_profile_predictions_loss: 306.3526 - logcount_predictions_loss: 0.4134 242/1626 [===>..........................] - ETA: 7:08 - loss: 311.5931 - logits_profile_predictions_loss: 306.3419 - logcount_predictions_loss: 0.4135 243/1626 [===>..........................] - ETA: 7:08 - loss: 311.5829 - logits_profile_predictions_loss: 306.3309 - logcount_predictions_loss: 0.4135 244/1626 [===>..........................] - ETA: 7:08 - loss: 311.5733 - logits_profile_predictions_loss: 306.3205 - logcount_predictions_loss: 0.4136 245/1626 [===>..........................] - ETA: 7:07 - loss: 311.5636 - logits_profile_predictions_loss: 306.3101 - logcount_predictions_loss: 0.4137 246/1626 [===>..........................] - ETA: 7:07 - loss: 311.5538 - logits_profile_predictions_loss: 306.2995 - logcount_predictions_loss: 0.4137 247/1626 [===>..........................] - ETA: 7:07 - loss: 311.5443 - logits_profile_predictions_loss: 306.2892 - logcount_predictions_loss: 0.4138 248/1626 [===>..........................] - ETA: 7:07 - loss: 311.5351 - logits_profile_predictions_loss: 306.2794 - logcount_predictions_loss: 0.4138 249/1626 [===>..........................] - ETA: 7:06 - loss: 311.5268 - logits_profile_predictions_loss: 306.2704 - logcount_predictions_loss: 0.4139 250/1626 [===>..........................] - ETA: 7:06 - loss: 311.5188 - logits_profile_predictions_loss: 306.2616 - logcount_predictions_loss: 0.4140 251/1626 [===>..........................] - ETA: 7:06 - loss: 311.5106 - logits_profile_predictions_loss: 306.2527 - logcount_predictions_loss: 0.4140 252/1626 [===>..........................] - ETA: 7:05 - loss: 311.5027 - logits_profile_predictions_loss: 306.2441 - logcount_predictions_loss: 0.4141 253/1626 [===>..........................] - ETA: 7:05 - loss: 311.4947 - logits_profile_predictions_loss: 306.2354 - logcount_predictions_loss: 0.4141 254/1626 [===>..........................] - ETA: 7:05 - loss: 311.4870 - logits_profile_predictions_loss: 306.2271 - logcount_predictions_loss: 0.4142 255/1626 [===>..........................] - ETA: 7:04 - loss: 311.4794 - logits_profile_predictions_loss: 306.2189 - logcount_predictions_loss: 0.4142 256/1626 [===>..........................] - ETA: 7:04 - loss: 311.4719 - logits_profile_predictions_loss: 306.2107 - logcount_predictions_loss: 0.4143 257/1626 [===>..........................] - ETA: 7:04 - loss: 311.4639 - logits_profile_predictions_loss: 306.2020 - logcount_predictions_loss: 0.4143 258/1626 [===>..........................] - ETA: 7:03 - loss: 311.4556 - logits_profile_predictions_loss: 306.1931 - logcount_predictions_loss: 0.4144 259/1626 [===>..........................] - ETA: 7:03 - loss: 311.4475 - logits_profile_predictions_loss: 306.1844 - logcount_predictions_loss: 0.4144 260/1626 [===>..........................] - ETA: 7:03 - loss: 311.4394 - logits_profile_predictions_loss: 306.1757 - logcount_predictions_loss: 0.4145 261/1626 [===>..........................] - ETA: 7:03 - loss: 311.4313 - logits_profile_predictions_loss: 306.1670 - logcount_predictions_loss: 0.4145 262/1626 [===>..........................] - ETA: 7:02 - loss: 311.4237 - logits_profile_predictions_loss: 306.1588 - logcount_predictions_loss: 0.4146 263/1626 [===>..........................] - ETA: 7:02 - loss: 311.4159 - logits_profile_predictions_loss: 306.1505 - logcount_predictions_loss: 0.4146 264/1626 [===>..........................] - ETA: 7:02 - loss: 311.4084 - logits_profile_predictions_loss: 306.1425 - logcount_predictions_loss: 0.4146 265/1626 [===>..........................] - ETA: 7:01 - loss: 311.4012 - logits_profile_predictions_loss: 306.1347 - logcount_predictions_loss: 0.4147 266/1626 [===>..........................] - ETA: 7:01 - loss: 311.3943 - logits_profile_predictions_loss: 306.1272 - logcount_predictions_loss: 0.4147 267/1626 [===>..........................] - ETA: 7:01 - loss: 311.3878 - logits_profile_predictions_loss: 306.1203 - logcount_predictions_loss: 0.4148 268/1626 [===>..........................] - ETA: 7:00 - loss: 311.3818 - logits_profile_predictions_loss: 306.1137 - logcount_predictions_loss: 0.4148 269/1626 [===>..........................] - ETA: 7:00 - loss: 311.3757 - logits_profile_predictions_loss: 306.1071 - logcount_predictions_loss: 0.4148 270/1626 [===>..........................] - ETA: 7:00 - loss: 311.3698 - logits_profile_predictions_loss: 306.1008 - logcount_predictions_loss: 0.4149 271/1626 [====>.........................] - ETA: 6:59 - loss: 311.3638 - logits_profile_predictions_loss: 306.0943 - logcount_predictions_loss: 0.4149 272/1626 [====>.........................] - ETA: 6:59 - loss: 311.3577 - logits_profile_predictions_loss: 306.0877 - logcount_predictions_loss: 0.4150 273/1626 [====>.........................] - ETA: 6:59 - loss: 311.3520 - logits_profile_predictions_loss: 306.0815 - logcount_predictions_loss: 0.4150 274/1626 [====>.........................] - ETA: 6:59 - loss: 311.3459 - logits_profile_predictions_loss: 306.0749 - logcount_predictions_loss: 0.4150 275/1626 [====>.........................] - ETA: 6:58 - loss: 311.3400 - logits_profile_predictions_loss: 306.0686 - logcount_predictions_loss: 0.4151 276/1626 [====>.........................] - ETA: 6:58 - loss: 311.3341 - logits_profile_predictions_loss: 306.0623 - logcount_predictions_loss: 0.4151 277/1626 [====>.........................] - ETA: 6:58 - loss: 311.3286 - logits_profile_predictions_loss: 306.0563 - logcount_predictions_loss: 0.4151 278/1626 [====>.........................] - ETA: 6:57 - loss: 311.3236 - logits_profile_predictions_loss: 306.0509 - logcount_predictions_loss: 0.4152 279/1626 [====>.........................] - ETA: 6:57 - loss: 311.3187 - logits_profile_predictions_loss: 306.0455 - logcount_predictions_loss: 0.4152 280/1626 [====>.........................] - ETA: 6:57 - loss: 311.3140 - logits_profile_predictions_loss: 306.0405 - logcount_predictions_loss: 0.4152 281/1626 [====>.........................] - ETA: 6:56 - loss: 311.3094 - logits_profile_predictions_loss: 306.0354 - logcount_predictions_loss: 0.4153 282/1626 [====>.........................] - ETA: 6:56 - loss: 311.3044 - logits_profile_predictions_loss: 306.0300 - logcount_predictions_loss: 0.4153 283/1626 [====>.........................] - ETA: 6:56 - loss: 311.2996 - logits_profile_predictions_loss: 306.0248 - logcount_predictions_loss: 0.4153 284/1626 [====>.........................] - ETA: 6:55 - loss: 311.2950 - logits_profile_predictions_loss: 306.0198 - logcount_predictions_loss: 0.4154 285/1626 [====>.........................] - ETA: 6:55 - loss: 311.2904 - logits_profile_predictions_loss: 306.0148 - logcount_predictions_loss: 0.4154 286/1626 [====>.........................] - ETA: 6:55 - loss: 311.2857 - logits_profile_predictions_loss: 306.0097 - logcount_predictions_loss: 0.4154 287/1626 [====>.........................] - ETA: 6:55 - loss: 311.2811 - logits_profile_predictions_loss: 306.0047 - logcount_predictions_loss: 0.4155 288/1626 [====>.........................] - ETA: 6:54 - loss: 311.2767 - logits_profile_predictions_loss: 305.9999 - logcount_predictions_loss: 0.4155 289/1626 [====>.........................] - ETA: 6:54 - loss: 311.2721 - logits_profile_predictions_loss: 305.9950 - logcount_predictions_loss: 0.4155 290/1626 [====>.........................] - ETA: 6:54 - loss: 311.2670 - logits_profile_predictions_loss: 305.9896 - logcount_predictions_loss: 0.4156 291/1626 [====>.........................] - ETA: 6:53 - loss: 311.2622 - logits_profile_predictions_loss: 305.9843 - logcount_predictions_loss: 0.4156 292/1626 [====>.........................] - ETA: 6:53 - loss: 311.2572 - logits_profile_predictions_loss: 305.9789 - logcount_predictions_loss: 0.4156 293/1626 [====>.........................] - ETA: 6:53 - loss: 311.2524 - logits_profile_predictions_loss: 305.9738 - logcount_predictions_loss: 0.4156 294/1626 [====>.........................] - ETA: 6:52 - loss: 311.2477 - logits_profile_predictions_loss: 305.9687 - logcount_predictions_loss: 0.4157 295/1626 [====>.........................] - ETA: 6:52 - loss: 311.2429 - logits_profile_predictions_loss: 305.9635 - logcount_predictions_loss: 0.4157 296/1626 [====>.........................] - ETA: 6:52 - loss: 311.2379 - logits_profile_predictions_loss: 305.9582 - logcount_predictions_loss: 0.4157 297/1626 [====>.........................] - ETA: 6:51 - loss: 311.2328 - logits_profile_predictions_loss: 305.9527 - logcount_predictions_loss: 0.4158 298/1626 [====>.........................] - ETA: 6:51 - loss: 311.2280 - logits_profile_predictions_loss: 305.9475 - logcount_predictions_loss: 0.4158 299/1626 [====>.........................] - ETA: 6:51 - loss: 311.2230 - logits_profile_predictions_loss: 305.9421 - logcount_predictions_loss: 0.4158 300/1626 [====>.........................] - ETA: 6:51 - loss: 311.2182 - logits_profile_predictions_loss: 305.9369 - logcount_predictions_loss: 0.4159 301/1626 [====>.........................] - ETA: 6:50 - loss: 311.2135 - logits_profile_predictions_loss: 305.9319 - logcount_predictions_loss: 0.4159 302/1626 [====>.........................] - ETA: 6:50 - loss: 311.2091 - logits_profile_predictions_loss: 305.9271 - logcount_predictions_loss: 0.4159 303/1626 [====>.........................] - ETA: 6:50 - loss: 311.2047 - logits_profile_predictions_loss: 305.9223 - logcount_predictions_loss: 0.4159 304/1626 [====>.........................] - ETA: 6:49 - loss: 311.2002 - logits_profile_predictions_loss: 305.9175 - logcount_predictions_loss: 0.4160 305/1626 [====>.........................] - ETA: 6:49 - loss: 311.1956 - logits_profile_predictions_loss: 305.9126 - logcount_predictions_loss: 0.4160 306/1626 [====>.........................] - ETA: 6:49 - loss: 311.1910 - logits_profile_predictions_loss: 305.9077 - logcount_predictions_loss: 0.4160 307/1626 [====>.........................] - ETA: 6:48 - loss: 311.1863 - logits_profile_predictions_loss: 305.9026 - logcount_predictions_loss: 0.4160 308/1626 [====>.........................] - ETA: 6:48 - loss: 311.1817 - logits_profile_predictions_loss: 305.8976 - logcount_predictions_loss: 0.4161 309/1626 [====>.........................] - ETA: 6:48 - loss: 311.1771 - logits_profile_predictions_loss: 305.8927 - logcount_predictions_loss: 0.4161 310/1626 [====>.........................] - ETA: 6:47 - loss: 311.1726 - logits_profile_predictions_loss: 305.8879 - logcount_predictions_loss: 0.4161 311/1626 [====>.........................] - ETA: 6:47 - loss: 311.1680 - logits_profile_predictions_loss: 305.8829 - logcount_predictions_loss: 0.4161 312/1626 [====>.........................] - ETA: 6:47 - loss: 311.1630 - logits_profile_predictions_loss: 305.8776 - logcount_predictions_loss: 0.4162 313/1626 [====>.........................] - ETA: 6:47 - loss: 311.1583 - logits_profile_predictions_loss: 305.8725 - logcount_predictions_loss: 0.4162 314/1626 [====>.........................] - ETA: 6:46 - loss: 311.1536 - logits_profile_predictions_loss: 305.8675 - logcount_predictions_loss: 0.4162 315/1626 [====>.........................] - ETA: 6:46 - loss: 311.1489 - logits_profile_predictions_loss: 305.8625 - logcount_predictions_loss: 0.4163 316/1626 [====>.........................] - ETA: 6:46 - loss: 311.1442 - logits_profile_predictions_loss: 305.8574 - logcount_predictions_loss: 0.4163 317/1626 [====>.........................] - ETA: 6:45 - loss: 311.1400 - logits_profile_predictions_loss: 305.8529 - logcount_predictions_loss: 0.4163 318/1626 [====>.........................] - ETA: 6:45 - loss: 311.1362 - logits_profile_predictions_loss: 305.8487 - logcount_predictions_loss: 0.4163 319/1626 [====>.........................] - ETA: 6:45 - loss: 311.1323 - logits_profile_predictions_loss: 305.8445 - logcount_predictions_loss: 0.4164 320/1626 [====>.........................] - ETA: 6:44 - loss: 311.1281 - logits_profile_predictions_loss: 305.8400 - logcount_predictions_loss: 0.4164 321/1626 [====>.........................] - ETA: 6:44 - loss: 311.1239 - 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[=====>........................] - ETA: 6:30 - loss: 310.9684 - logits_profile_predictions_loss: 305.6692 - logcount_predictions_loss: 0.4173 368/1626 [=====>........................] - ETA: 6:30 - loss: 310.9657 - logits_profile_predictions_loss: 305.6663 - logcount_predictions_loss: 0.4173 369/1626 [=====>........................] - ETA: 6:29 - loss: 310.9629 - logits_profile_predictions_loss: 305.6633 - logcount_predictions_loss: 0.4173 370/1626 [=====>........................] - ETA: 6:29 - loss: 310.9601 - logits_profile_predictions_loss: 305.6604 - logcount_predictions_loss: 0.4173 371/1626 [=====>........................] - ETA: 6:29 - loss: 310.9574 - logits_profile_predictions_loss: 305.6576 - logcount_predictions_loss: 0.4173 372/1626 [=====>........................] - ETA: 6:28 - loss: 310.9549 - logits_profile_predictions_loss: 305.6549 - logcount_predictions_loss: 0.4173 373/1626 [=====>........................] - ETA: 6:28 - loss: 310.9524 - 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[============================>.] - ETA: 15s - loss: 311.4259 - logits_profile_predictions_loss: 306.0628 - logcount_predictions_loss: 0.4223 1577/1626 [============================>.] - ETA: 15s - loss: 311.4263 - logits_profile_predictions_loss: 306.0632 - logcount_predictions_loss: 0.4223 1578/1626 [============================>.] - ETA: 14s - loss: 311.4267 - logits_profile_predictions_loss: 306.0636 - logcount_predictions_loss: 0.4223 1579/1626 [============================>.] - ETA: 14s - loss: 311.4272 - logits_profile_predictions_loss: 306.0640 - logcount_predictions_loss: 0.4223 1580/1626 [============================>.] - ETA: 14s - loss: 311.4276 - logits_profile_predictions_loss: 306.0644 - logcount_predictions_loss: 0.4223 1581/1626 [============================>.] - ETA: 13s - loss: 311.4280 - logits_profile_predictions_loss: 306.0648 - logcount_predictions_loss: 0.4223 1582/1626 [============================>.] - ETA: 13s - loss: 311.4284 - logits_profile_predictions_loss: 306.0652 - logcount_predictions_loss: 0.4223 1583/1626 [============================>.] - ETA: 13s - loss: 311.4288 - logits_profile_predictions_loss: 306.0656 - logcount_predictions_loss: 0.4223 1584/1626 [============================>.] - ETA: 13s - loss: 311.4292 - logits_profile_predictions_loss: 306.0660 - logcount_predictions_loss: 0.4223 1585/1626 [============================>.] - ETA: 12s - loss: 311.4296 - logits_profile_predictions_loss: 306.0664 - logcount_predictions_loss: 0.4223 1586/1626 [============================>.] - ETA: 12s - loss: 311.4300 - logits_profile_predictions_loss: 306.0667 - logcount_predictions_loss: 0.4223 1587/1626 [============================>.] - ETA: 12s - loss: 311.4304 - logits_profile_predictions_loss: 306.0671 - logcount_predictions_loss: 0.4223 1588/1626 [============================>.] - ETA: 11s - loss: 311.4308 - logits_profile_predictions_loss: 306.0675 - logcount_predictions_loss: 0.4223 1589/1626 [============================>.] - ETA: 11s - loss: 311.4312 - logits_profile_predictions_loss: 306.0679 - logcount_predictions_loss: 0.4223 1590/1626 [============================>.] - ETA: 11s - loss: 311.4316 - logits_profile_predictions_loss: 306.0682 - logcount_predictions_loss: 0.4223 1591/1626 [============================>.] - ETA: 10s - loss: 311.4320 - logits_profile_predictions_loss: 306.0686 - logcount_predictions_loss: 0.4223 1592/1626 [============================>.] - ETA: 10s - loss: 311.4324 - logits_profile_predictions_loss: 306.0690 - logcount_predictions_loss: 0.4223 1593/1626 [============================>.] - ETA: 10s - loss: 311.4328 - logits_profile_predictions_loss: 306.0694 - logcount_predictions_loss: 0.4223 1594/1626 [============================>.] - ETA: 9s - loss: 311.4332 - logits_profile_predictions_loss: 306.0697 - logcount_predictions_loss: 0.4223  1595/1626 [============================>.] - ETA: 9s - loss: 311.4336 - logits_profile_predictions_loss: 306.0701 - logcount_predictions_loss: 0.4223 1596/1626 [============================>.] - ETA: 9s - loss: 311.4340 - logits_profile_predictions_loss: 306.0705 - logcount_predictions_loss: 0.4223 1597/1626 [============================>.] - ETA: 8s - loss: 311.4344 - logits_profile_predictions_loss: 306.0708 - logcount_predictions_loss: 0.4223 1598/1626 [============================>.] - ETA: 8s - loss: 311.4347 - logits_profile_predictions_loss: 306.0712 - logcount_predictions_loss: 0.4223 1599/1626 [============================>.] - ETA: 8s - loss: 311.4351 - logits_profile_predictions_loss: 306.0715 - logcount_predictions_loss: 0.4223 1600/1626 [============================>.] - ETA: 8s - loss: 311.4355 - logits_profile_predictions_loss: 306.0719 - logcount_predictions_loss: 0.4223 1601/1626 [============================>.] - ETA: 7s - loss: 311.4358 - logits_profile_predictions_loss: 306.0722 - logcount_predictions_loss: 0.4223 1602/1626 [============================>.] - ETA: 7s - loss: 311.4362 - logits_profile_predictions_loss: 306.0726 - logcount_predictions_loss: 0.4223 1603/1626 [============================>.] - ETA: 7s - loss: 311.4366 - logits_profile_predictions_loss: 306.0729 - logcount_predictions_loss: 0.4223 1604/1626 [============================>.] - ETA: 6s - loss: 311.4370 - logits_profile_predictions_loss: 306.0733 - logcount_predictions_loss: 0.4223 1605/1626 [============================>.] - ETA: 6s - loss: 311.4374 - logits_profile_predictions_loss: 306.0736 - logcount_predictions_loss: 0.4223 1606/1626 [============================>.] - ETA: 6s - loss: 311.4378 - logits_profile_predictions_loss: 306.0740 - logcount_predictions_loss: 0.4223 1607/1626 [============================>.] - ETA: 5s - loss: 311.4382 - logits_profile_predictions_loss: 306.0744 - logcount_predictions_loss: 0.4223 1608/1626 [============================>.] - ETA: 5s - loss: 311.4386 - logits_profile_predictions_loss: 306.0748 - logcount_predictions_loss: 0.4223 1609/1626 [============================>.] - ETA: 5s - loss: 311.4390 - logits_profile_predictions_loss: 306.0751 - logcount_predictions_loss: 0.4223 1610/1626 [============================>.] - ETA: 4s - loss: 311.4393 - logits_profile_predictions_loss: 306.0755 - logcount_predictions_loss: 0.4223 1611/1626 [============================>.] - ETA: 4s - loss: 311.4397 - logits_profile_predictions_loss: 306.0758 - logcount_predictions_loss: 0.4223 1612/1626 [============================>.] - ETA: 4s - loss: 311.4400 - logits_profile_predictions_loss: 306.0761 - logcount_predictions_loss: 0.4224 1613/1626 [============================>.] - ETA: 4s - loss: 311.4404 - logits_profile_predictions_loss: 306.0764 - logcount_predictions_loss: 0.4224 1614/1626 [============================>.] - ETA: 3s - loss: 311.4407 - logits_profile_predictions_loss: 306.0767 - logcount_predictions_loss: 0.4224 1615/1626 [============================>.] - ETA: 3s - loss: 311.4410 - logits_profile_predictions_loss: 306.0770 - logcount_predictions_loss: 0.4224 1616/1626 [============================>.] - ETA: 3s - loss: 311.4414 - logits_profile_predictions_loss: 306.0774 - logcount_predictions_loss: 0.4224 1617/1626 [============================>.] - ETA: 2s - loss: 311.4417 - logits_profile_predictions_loss: 306.0776 - logcount_predictions_loss: 0.4224 1618/1626 [============================>.] - ETA: 2s - loss: 311.4420 - logits_profile_predictions_loss: 306.0779 - logcount_predictions_loss: 0.4224 1619/1626 [============================>.] - ETA: 2s - loss: 311.4423 - logits_profile_predictions_loss: 306.0782 - logcount_predictions_loss: 0.4224 1620/1626 [============================>.] - ETA: 1s - loss: 311.4426 - logits_profile_predictions_loss: 306.0785 - logcount_predictions_loss: 0.4224 1621/1626 [============================>.] - ETA: 1s - loss: 311.4429 - logits_profile_predictions_loss: 306.0788 - logcount_predictions_loss: 0.4224 1622/1626 [============================>.] - ETA: 1s - loss: 311.4432 - logits_profile_predictions_loss: 306.0791 - logcount_predictions_loss: 0.4224 1623/1626 [============================>.] - ETA: 0s - loss: 311.4435 - logits_profile_predictions_loss: 306.0793 - logcount_predictions_loss: 0.4224 1624/1626 [============================>.] - ETA: 0s - loss: 311.4438 - logits_profile_predictions_loss: 306.0796 - logcount_predictions_loss: 0.4224 1625/1626 [============================>.] - ETA: 0s - loss: 311.4441 - logits_profile_predictions_loss: 306.0799 - logcount_predictions_loss: 0.4224 1626/1626 [==============================] - ETA: 0s - loss: 311.4444 - logits_profile_predictions_loss: 306.0801 - logcount_predictions_loss: 0.4224 1626/1626 [==============================] - 526s 323ms/step - loss: 311.4447 - logits_profile_predictions_loss: 306.0804 - logcount_predictions_loss: 0.4224 - val_loss: 339.3182 - val_logits_profile_predictions_loss: 332.8199 - val_logcount_predictions_loss: 0.5117 Epoch 00008: val_loss did not improve from 339.28351 Epoch 9/50 1/1626 [..............................] - ETA: 8:37 - loss: 269.0096 - logits_profile_predictions_loss: 263.1044 - logcount_predictions_loss: 0.4650 2/1626 [..............................] - ETA: 8:20 - loss: 282.0054 - logits_profile_predictions_loss: 276.1551 - logcount_predictions_loss: 0.4607 3/1626 [..............................] - ETA: 8:19 - loss: 288.8933 - logits_profile_predictions_loss: 282.9937 - logcount_predictions_loss: 0.4645 4/1626 [..............................] - ETA: 8:20 - loss: 292.2094 - logits_profile_predictions_loss: 286.2527 - logcount_predictions_loss: 0.4690 5/1626 [..............................] - ETA: 8:20 - loss: 294.5762 - logits_profile_predictions_loss: 288.6530 - logcount_predictions_loss: 0.4664 6/1626 [..............................] - ETA: 8:20 - loss: 295.6894 - logits_profile_predictions_loss: 289.8343 - logcount_predictions_loss: 0.4610 7/1626 [..............................] - ETA: 8:19 - loss: 295.8745 - logits_profile_predictions_loss: 290.0657 - logcount_predictions_loss: 0.4574 8/1626 [..............................] - ETA: 8:19 - loss: 296.1409 - logits_profile_predictions_loss: 290.3791 - logcount_predictions_loss: 0.4537 9/1626 [..............................] - ETA: 8:19 - loss: 297.0728 - logits_profile_predictions_loss: 291.3237 - logcount_predictions_loss: 0.4527 10/1626 [..............................] - ETA: 8:19 - loss: 297.6770 - logits_profile_predictions_loss: 291.9448 - logcount_predictions_loss: 0.4513 11/1626 [..............................] - ETA: 8:18 - loss: 297.8196 - logits_profile_predictions_loss: 292.0643 - logcount_predictions_loss: 0.4532 12/1626 [..............................] - ETA: 8:18 - loss: 298.0859 - logits_profile_predictions_loss: 292.3232 - logcount_predictions_loss: 0.4538 13/1626 [..............................] - ETA: 8:18 - loss: 298.2672 - logits_profile_predictions_loss: 292.4989 - logcount_predictions_loss: 0.4542 14/1626 [..............................] - ETA: 8:17 - loss: 298.4579 - logits_profile_predictions_loss: 292.6855 - logcount_predictions_loss: 0.4545 15/1626 [..............................] - ETA: 8:17 - loss: 298.6138 - logits_profile_predictions_loss: 292.8414 - logcount_predictions_loss: 0.4545 16/1626 [..............................] - ETA: 8:17 - loss: 298.9697 - logits_profile_predictions_loss: 293.1975 - logcount_predictions_loss: 0.4545 17/1626 [..............................] - ETA: 8:16 - loss: 299.3101 - logits_profile_predictions_loss: 293.5464 - logcount_predictions_loss: 0.4538 18/1626 [..............................] - ETA: 8:16 - loss: 299.6749 - logits_profile_predictions_loss: 293.9163 - logcount_predictions_loss: 0.4534 19/1626 [..............................] - ETA: 8:16 - loss: 300.0130 - logits_profile_predictions_loss: 294.2616 - logcount_predictions_loss: 0.4529 20/1626 [..............................] - ETA: 8:16 - loss: 300.3802 - logits_profile_predictions_loss: 294.6370 - logcount_predictions_loss: 0.4522 21/1626 [..............................] - ETA: 8:15 - loss: 300.7013 - logits_profile_predictions_loss: 294.9685 - logcount_predictions_loss: 0.4514 22/1626 [..............................] - ETA: 8:15 - loss: 301.0052 - logits_profile_predictions_loss: 295.2805 - logcount_predictions_loss: 0.4508 23/1626 [..............................] - ETA: 8:15 - loss: 301.2651 - logits_profile_predictions_loss: 295.5501 - logcount_predictions_loss: 0.4500 24/1626 [..............................] - ETA: 8:14 - loss: 301.6209 - logits_profile_predictions_loss: 295.9158 - logcount_predictions_loss: 0.4492 25/1626 [..............................] - ETA: 8:14 - loss: 301.9330 - logits_profile_predictions_loss: 296.2354 - logcount_predictions_loss: 0.4486 26/1626 [..............................] - ETA: 8:14 - loss: 302.2625 - logits_profile_predictions_loss: 296.5732 - logcount_predictions_loss: 0.4480 27/1626 [..............................] - ETA: 8:13 - loss: 302.5817 - logits_profile_predictions_loss: 296.9025 - logcount_predictions_loss: 0.4472 28/1626 [..............................] - ETA: 8:13 - loss: 302.8261 - logits_profile_predictions_loss: 297.1565 - logcount_predictions_loss: 0.4464 29/1626 [..............................] - ETA: 8:13 - loss: 303.0480 - logits_profile_predictions_loss: 297.3886 - logcount_predictions_loss: 0.4456 30/1626 [..............................] - ETA: 8:12 - loss: 303.2655 - logits_profile_predictions_loss: 297.6165 - logcount_predictions_loss: 0.4448 31/1626 [..............................] - ETA: 8:12 - loss: 303.4295 - logits_profile_predictions_loss: 297.7908 - logcount_predictions_loss: 0.4440 32/1626 [..............................] - ETA: 8:12 - loss: 303.6127 - logits_profile_predictions_loss: 297.9843 - logcount_predictions_loss: 0.4432 33/1626 [..............................] - ETA: 8:11 - loss: 303.7834 - logits_profile_predictions_loss: 298.1650 - logcount_predictions_loss: 0.4424 34/1626 [..............................] - ETA: 8:11 - loss: 303.9413 - logits_profile_predictions_loss: 298.3323 - logcount_predictions_loss: 0.4417 35/1626 [..............................] - ETA: 8:11 - loss: 304.0753 - logits_profile_predictions_loss: 298.4756 - logcount_predictions_loss: 0.4409 36/1626 [..............................] - ETA: 8:11 - loss: 304.2231 - logits_profile_predictions_loss: 298.6303 - logcount_predictions_loss: 0.4404 37/1626 [..............................] - ETA: 8:10 - loss: 304.3445 - logits_profile_predictions_loss: 298.7589 - logcount_predictions_loss: 0.4398 38/1626 [..............................] - ETA: 8:10 - loss: 304.4857 - logits_profile_predictions_loss: 298.9075 - logcount_predictions_loss: 0.4392 39/1626 [..............................] - ETA: 8:10 - loss: 304.6045 - logits_profile_predictions_loss: 299.0342 - logcount_predictions_loss: 0.4386 40/1626 [..............................] - ETA: 8:10 - loss: 304.7253 - logits_profile_predictions_loss: 299.1632 - logcount_predictions_loss: 0.4380 41/1626 [..............................] - ETA: 8:09 - loss: 304.8457 - logits_profile_predictions_loss: 299.2917 - logcount_predictions_loss: 0.4373 42/1626 [..............................] - ETA: 8:09 - loss: 304.9520 - logits_profile_predictions_loss: 299.4063 - logcount_predictions_loss: 0.4367 43/1626 [..............................] - ETA: 8:09 - loss: 305.0436 - logits_profile_predictions_loss: 299.5059 - logcount_predictions_loss: 0.4360 44/1626 [..............................] - ETA: 8:08 - loss: 305.1344 - logits_profile_predictions_loss: 299.6050 - logcount_predictions_loss: 0.4354 45/1626 [..............................] - ETA: 8:08 - loss: 305.2104 - logits_profile_predictions_loss: 299.6892 - logcount_predictions_loss: 0.4347 46/1626 [..............................] - ETA: 8:08 - loss: 305.2926 - logits_profile_predictions_loss: 299.7797 - logcount_predictions_loss: 0.4341 47/1626 [..............................] - ETA: 8:08 - loss: 305.3739 - logits_profile_predictions_loss: 299.8690 - logcount_predictions_loss: 0.4335 48/1626 [..............................] - ETA: 8:07 - loss: 305.4544 - logits_profile_predictions_loss: 299.9577 - logcount_predictions_loss: 0.4328 49/1626 [..............................] - ETA: 8:07 - loss: 305.5420 - logits_profile_predictions_loss: 300.0526 - logcount_predictions_loss: 0.4322 50/1626 [..............................] - ETA: 8:07 - loss: 305.6284 - logits_profile_predictions_loss: 300.1463 - logcount_predictions_loss: 0.4317 51/1626 [..............................] - ETA: 8:06 - loss: 305.7222 - logits_profile_predictions_loss: 300.2473 - logcount_predictions_loss: 0.4311 52/1626 [..............................] - ETA: 8:06 - loss: 305.8051 - logits_profile_predictions_loss: 300.3372 - logcount_predictions_loss: 0.4305 53/1626 [..............................] - ETA: 8:06 - loss: 305.8890 - logits_profile_predictions_loss: 300.4278 - logcount_predictions_loss: 0.4300 54/1626 [..............................] - ETA: 8:06 - loss: 305.9676 - logits_profile_predictions_loss: 300.5136 - logcount_predictions_loss: 0.4295 55/1626 [>.............................] - ETA: 8:05 - loss: 306.0431 - logits_profile_predictions_loss: 300.5960 - logcount_predictions_loss: 0.4289 56/1626 [>.............................] - ETA: 8:05 - loss: 306.1190 - logits_profile_predictions_loss: 300.6788 - logcount_predictions_loss: 0.4284 57/1626 [>.............................] - ETA: 8:05 - loss: 306.1960 - logits_profile_predictions_loss: 300.7630 - logcount_predictions_loss: 0.4278 58/1626 [>.............................] - ETA: 8:04 - loss: 306.2707 - logits_profile_predictions_loss: 300.8449 - logcount_predictions_loss: 0.4272 59/1626 [>.............................] - ETA: 8:04 - loss: 306.3446 - logits_profile_predictions_loss: 300.9256 - logcount_predictions_loss: 0.4267 60/1626 [>.............................] - ETA: 8:04 - loss: 306.4128 - logits_profile_predictions_loss: 301.0008 - logcount_predictions_loss: 0.4261 61/1626 [>.............................] - ETA: 8:03 - loss: 306.4864 - logits_profile_predictions_loss: 301.0814 - logcount_predictions_loss: 0.4256 62/1626 [>.............................] - ETA: 8:03 - loss: 306.5640 - logits_profile_predictions_loss: 301.1659 - logcount_predictions_loss: 0.4250 63/1626 [>.............................] - ETA: 8:03 - loss: 306.6331 - logits_profile_predictions_loss: 301.2418 - logcount_predictions_loss: 0.4245 64/1626 [>.............................] - ETA: 8:03 - loss: 306.7016 - logits_profile_predictions_loss: 301.3168 - logcount_predictions_loss: 0.4240 65/1626 [>.............................] - ETA: 8:02 - loss: 306.7786 - logits_profile_predictions_loss: 301.4003 - logcount_predictions_loss: 0.4235 66/1626 [>.............................] - ETA: 8:02 - loss: 306.8524 - logits_profile_predictions_loss: 301.4806 - logcount_predictions_loss: 0.4230 67/1626 [>.............................] - ETA: 8:02 - loss: 306.9296 - logits_profile_predictions_loss: 301.5638 - logcount_predictions_loss: 0.4225 68/1626 [>.............................] - ETA: 8:01 - loss: 307.0051 - logits_profile_predictions_loss: 301.6453 - logcount_predictions_loss: 0.4220 69/1626 [>.............................] - ETA: 8:01 - loss: 307.0758 - logits_profile_predictions_loss: 301.7220 - logcount_predictions_loss: 0.4216 70/1626 [>.............................] - ETA: 8:01 - loss: 307.1459 - logits_profile_predictions_loss: 301.7979 - logcount_predictions_loss: 0.4211 71/1626 [>.............................] - ETA: 8:01 - loss: 307.2109 - logits_profile_predictions_loss: 301.8683 - logcount_predictions_loss: 0.4207 72/1626 [>.............................] - ETA: 8:00 - loss: 307.2720 - logits_profile_predictions_loss: 301.9348 - logcount_predictions_loss: 0.4202 73/1626 [>.............................] - ETA: 8:00 - loss: 307.3288 - logits_profile_predictions_loss: 301.9973 - logcount_predictions_loss: 0.4198 74/1626 [>.............................] - ETA: 8:00 - loss: 307.3752 - logits_profile_predictions_loss: 302.0492 - logcount_predictions_loss: 0.4194 75/1626 [>.............................] - ETA: 7:59 - loss: 307.4152 - logits_profile_predictions_loss: 302.0947 - logcount_predictions_loss: 0.4189 76/1626 [>.............................] - ETA: 7:59 - loss: 307.4537 - logits_profile_predictions_loss: 302.1387 - logcount_predictions_loss: 0.4185 77/1626 [>.............................] - ETA: 7:59 - loss: 307.4826 - logits_profile_predictions_loss: 302.1731 - logcount_predictions_loss: 0.4181 78/1626 [>.............................] - ETA: 7:58 - loss: 307.5161 - logits_profile_predictions_loss: 302.2119 - logcount_predictions_loss: 0.4177 79/1626 [>.............................] - ETA: 7:58 - loss: 307.5519 - logits_profile_predictions_loss: 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loss: 307.7896 - logits_profile_predictions_loss: 302.5249 - logcount_predictions_loss: 0.4145 87/1626 [>.............................] - ETA: 7:56 - loss: 307.8219 - logits_profile_predictions_loss: 302.5612 - logcount_predictions_loss: 0.4142 88/1626 [>.............................] - ETA: 7:55 - loss: 307.8518 - logits_profile_predictions_loss: 302.5951 - logcount_predictions_loss: 0.4139 89/1626 [>.............................] - ETA: 7:55 - loss: 307.8831 - logits_profile_predictions_loss: 302.6303 - logcount_predictions_loss: 0.4136 90/1626 [>.............................] - ETA: 7:55 - loss: 307.9153 - logits_profile_predictions_loss: 302.6664 - logcount_predictions_loss: 0.4133 91/1626 [>.............................] - ETA: 7:55 - loss: 307.9511 - logits_profile_predictions_loss: 302.7059 - logcount_predictions_loss: 0.4130 92/1626 [>.............................] - ETA: 7:54 - loss: 307.9868 - logits_profile_predictions_loss: 302.7451 - logcount_predictions_loss: 0.4127 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logits_profile_predictions_loss: 304.5512 - logcount_predictions_loss: 0.3989 230/1626 [===>..........................] - ETA: 7:12 - loss: 309.6283 - logits_profile_predictions_loss: 304.5628 - logcount_predictions_loss: 0.3989 231/1626 [===>..........................] - ETA: 7:12 - loss: 309.6399 - logits_profile_predictions_loss: 304.5750 - logcount_predictions_loss: 0.3988 232/1626 [===>..........................] - ETA: 7:11 - loss: 309.6517 - logits_profile_predictions_loss: 304.5872 - logcount_predictions_loss: 0.3988 233/1626 [===>..........................] - ETA: 7:11 - loss: 309.6643 - logits_profile_predictions_loss: 304.6004 - logcount_predictions_loss: 0.3987 234/1626 [===>..........................] - ETA: 7:11 - loss: 309.6771 - logits_profile_predictions_loss: 304.6136 - logcount_predictions_loss: 0.3987 235/1626 [===>..........................] - ETA: 7:10 - loss: 309.6896 - logits_profile_predictions_loss: 304.6266 - logcount_predictions_loss: 0.3987 236/1626 [===>..........................] - ETA: 7:10 - loss: 309.7034 - logits_profile_predictions_loss: 304.6409 - logcount_predictions_loss: 0.3986 237/1626 [===>..........................] - ETA: 7:10 - loss: 309.7168 - logits_profile_predictions_loss: 304.6547 - logcount_predictions_loss: 0.3986 238/1626 [===>..........................] - ETA: 7:10 - loss: 309.7297 - logits_profile_predictions_loss: 304.6681 - logcount_predictions_loss: 0.3986 239/1626 [===>..........................] - ETA: 7:09 - loss: 309.7422 - logits_profile_predictions_loss: 304.6810 - logcount_predictions_loss: 0.3985 240/1626 [===>..........................] - ETA: 7:09 - loss: 309.7548 - logits_profile_predictions_loss: 304.6941 - logcount_predictions_loss: 0.3985 241/1626 [===>..........................] - ETA: 7:09 - loss: 309.7674 - logits_profile_predictions_loss: 304.7072 - logcount_predictions_loss: 0.3984 242/1626 [===>..........................] - ETA: 7:08 - loss: 309.7797 - logits_profile_predictions_loss: 304.7198 - logcount_predictions_loss: 0.3984 243/1626 [===>..........................] - ETA: 7:08 - loss: 309.7917 - logits_profile_predictions_loss: 304.7323 - logcount_predictions_loss: 0.3984 244/1626 [===>..........................] - ETA: 7:08 - loss: 309.8034 - logits_profile_predictions_loss: 304.7443 - logcount_predictions_loss: 0.3983 245/1626 [===>..........................] - ETA: 7:07 - loss: 309.8148 - logits_profile_predictions_loss: 304.7562 - logcount_predictions_loss: 0.3983 246/1626 [===>..........................] - ETA: 7:07 - loss: 309.8268 - logits_profile_predictions_loss: 304.7685 - logcount_predictions_loss: 0.3983 247/1626 [===>..........................] - ETA: 7:07 - loss: 309.8377 - logits_profile_predictions_loss: 304.7798 - logcount_predictions_loss: 0.3983 248/1626 [===>..........................] - ETA: 7:06 - loss: 309.8484 - logits_profile_predictions_loss: 304.7909 - logcount_predictions_loss: 0.3982 249/1626 [===>..........................] - ETA: 7:06 - loss: 309.8591 - logits_profile_predictions_loss: 304.8020 - logcount_predictions_loss: 0.3982 250/1626 [===>..........................] - ETA: 7:06 - loss: 309.8691 - logits_profile_predictions_loss: 304.8123 - logcount_predictions_loss: 0.3982 251/1626 [===>..........................] - ETA: 7:06 - loss: 309.8785 - logits_profile_predictions_loss: 304.8220 - logcount_predictions_loss: 0.3981 252/1626 [===>..........................] - ETA: 7:05 - loss: 309.8878 - logits_profile_predictions_loss: 304.8317 - logcount_predictions_loss: 0.3981 253/1626 [===>..........................] - ETA: 7:05 - loss: 309.8975 - logits_profile_predictions_loss: 304.8417 - logcount_predictions_loss: 0.3981 254/1626 [===>..........................] - ETA: 7:05 - loss: 309.9075 - logits_profile_predictions_loss: 304.8520 - logcount_predictions_loss: 0.3981 255/1626 [===>..........................] - ETA: 7:04 - loss: 309.9165 - logits_profile_predictions_loss: 304.8613 - logcount_predictions_loss: 0.3980 256/1626 [===>..........................] - ETA: 7:04 - loss: 309.9253 - logits_profile_predictions_loss: 304.8704 - logcount_predictions_loss: 0.3980 257/1626 [===>..........................] - ETA: 7:04 - loss: 309.9336 - logits_profile_predictions_loss: 304.8790 - logcount_predictions_loss: 0.3980 258/1626 [===>..........................] - ETA: 7:03 - loss: 309.9417 - logits_profile_predictions_loss: 304.8875 - logcount_predictions_loss: 0.3980 259/1626 [===>..........................] - ETA: 7:03 - loss: 309.9505 - logits_profile_predictions_loss: 304.8965 - logcount_predictions_loss: 0.3979 260/1626 [===>..........................] - ETA: 7:03 - loss: 309.9585 - logits_profile_predictions_loss: 304.9048 - logcount_predictions_loss: 0.3979 261/1626 [===>..........................] - ETA: 7:02 - loss: 309.9661 - logits_profile_predictions_loss: 304.9127 - logcount_predictions_loss: 0.3979 262/1626 [===>..........................] - ETA: 7:02 - loss: 309.9737 - logits_profile_predictions_loss: 304.9205 - logcount_predictions_loss: 0.3979 263/1626 [===>..........................] - ETA: 7:02 - loss: 309.9815 - logits_profile_predictions_loss: 304.9285 - logcount_predictions_loss: 0.3979 264/1626 [===>..........................] - ETA: 7:02 - loss: 309.9887 - logits_profile_predictions_loss: 304.9359 - logcount_predictions_loss: 0.3979 265/1626 [===>..........................] - ETA: 7:01 - loss: 309.9951 - logits_profile_predictions_loss: 304.9425 - logcount_predictions_loss: 0.3978 266/1626 [===>..........................] - ETA: 7:01 - loss: 310.0011 - logits_profile_predictions_loss: 304.9488 - logcount_predictions_loss: 0.3978 267/1626 [===>..........................] - ETA: 7:01 - loss: 310.0067 - logits_profile_predictions_loss: 304.9546 - logcount_predictions_loss: 0.3978 268/1626 [===>..........................] - ETA: 7:00 - loss: 310.0122 - logits_profile_predictions_loss: 304.9603 - logcount_predictions_loss: 0.3978 269/1626 [===>..........................] - ETA: 7:00 - loss: 310.0181 - logits_profile_predictions_loss: 304.9664 - logcount_predictions_loss: 0.3978 270/1626 [===>..........................] - ETA: 7:00 - loss: 310.0238 - logits_profile_predictions_loss: 304.9723 - logcount_predictions_loss: 0.3978 271/1626 [====>.........................] - ETA: 6:59 - loss: 310.0298 - logits_profile_predictions_loss: 304.9784 - logcount_predictions_loss: 0.3977 272/1626 [====>.........................] - ETA: 6:59 - loss: 310.0356 - logits_profile_predictions_loss: 304.9844 - logcount_predictions_loss: 0.3977 273/1626 [====>.........................] - ETA: 6:59 - loss: 310.0414 - logits_profile_predictions_loss: 304.9904 - logcount_predictions_loss: 0.3977 274/1626 [====>.........................] - ETA: 6:58 - loss: 310.0472 - logits_profile_predictions_loss: 304.9965 - logcount_predictions_loss: 0.3977 275/1626 [====>.........................] - ETA: 6:58 - loss: 310.0532 - logits_profile_predictions_loss: 305.0027 - logcount_predictions_loss: 0.3977 276/1626 [====>.........................] - ETA: 6:58 - loss: 310.0584 - logits_profile_predictions_loss: 305.0080 - logcount_predictions_loss: 0.3977 277/1626 [====>.........................] - ETA: 6:58 - loss: 310.0636 - logits_profile_predictions_loss: 305.0135 - logcount_predictions_loss: 0.3976 278/1626 [====>.........................] - ETA: 6:57 - loss: 310.0685 - logits_profile_predictions_loss: 305.0185 - logcount_predictions_loss: 0.3976 279/1626 [====>.........................] - ETA: 6:57 - loss: 310.0728 - logits_profile_predictions_loss: 305.0231 - logcount_predictions_loss: 0.3976 280/1626 [====>.........................] - ETA: 6:57 - loss: 310.0770 - logits_profile_predictions_loss: 305.0275 - logcount_predictions_loss: 0.3976 281/1626 [====>.........................] - ETA: 6:56 - loss: 310.0810 - logits_profile_predictions_loss: 305.0317 - logcount_predictions_loss: 0.3976 282/1626 [====>.........................] - ETA: 6:56 - loss: 310.0852 - logits_profile_predictions_loss: 305.0360 - logcount_predictions_loss: 0.3976 283/1626 [====>.........................] - ETA: 6:56 - loss: 310.0893 - logits_profile_predictions_loss: 305.0403 - logcount_predictions_loss: 0.3976 284/1626 [====>.........................] - ETA: 6:55 - loss: 310.0930 - logits_profile_predictions_loss: 305.0442 - logcount_predictions_loss: 0.3975 285/1626 [====>.........................] - ETA: 6:55 - loss: 310.0960 - logits_profile_predictions_loss: 305.0475 - logcount_predictions_loss: 0.3975 286/1626 [====>.........................] - ETA: 6:55 - loss: 310.0991 - logits_profile_predictions_loss: 305.0507 - logcount_predictions_loss: 0.3975 287/1626 [====>.........................] - ETA: 6:54 - loss: 310.1021 - logits_profile_predictions_loss: 305.0539 - logcount_predictions_loss: 0.3975 288/1626 [====>.........................] - ETA: 6:54 - loss: 310.1050 - logits_profile_predictions_loss: 305.0570 - logcount_predictions_loss: 0.3975 289/1626 [====>.........................] - ETA: 6:54 - loss: 310.1078 - logits_profile_predictions_loss: 305.0598 - logcount_predictions_loss: 0.3975 290/1626 [====>.........................] - ETA: 6:54 - loss: 310.1109 - logits_profile_predictions_loss: 305.0630 - logcount_predictions_loss: 0.3975 291/1626 [====>.........................] - ETA: 6:53 - loss: 310.1140 - logits_profile_predictions_loss: 305.0663 - logcount_predictions_loss: 0.3975 292/1626 [====>.........................] - ETA: 6:53 - loss: 310.1170 - logits_profile_predictions_loss: 305.0694 - logcount_predictions_loss: 0.3974 293/1626 [====>.........................] - ETA: 6:53 - loss: 310.1197 - logits_profile_predictions_loss: 305.0723 - logcount_predictions_loss: 0.3974 294/1626 [====>.........................] - ETA: 6:52 - loss: 310.1229 - 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[====>.........................] - ETA: 6:50 - loss: 310.1475 - logits_profile_predictions_loss: 305.1008 - logcount_predictions_loss: 0.3974 302/1626 [====>.........................] - ETA: 6:50 - loss: 310.1505 - logits_profile_predictions_loss: 305.1038 - logcount_predictions_loss: 0.3974 303/1626 [====>.........................] - ETA: 6:50 - loss: 310.1535 - logits_profile_predictions_loss: 305.1069 - logcount_predictions_loss: 0.3974 304/1626 [====>.........................] - ETA: 6:49 - loss: 310.1567 - logits_profile_predictions_loss: 305.1101 - logcount_predictions_loss: 0.3974 305/1626 [====>.........................] - ETA: 6:49 - loss: 310.1599 - logits_profile_predictions_loss: 305.1132 - logcount_predictions_loss: 0.3974 306/1626 [====>.........................] - ETA: 6:49 - loss: 310.1631 - logits_profile_predictions_loss: 305.1164 - logcount_predictions_loss: 0.3974 307/1626 [====>.........................] - ETA: 6:48 - loss: 310.1662 - 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[====>.........................] - ETA: 6:46 - loss: 310.1868 - logits_profile_predictions_loss: 305.1402 - logcount_predictions_loss: 0.3974 315/1626 [====>.........................] - ETA: 6:46 - loss: 310.1895 - logits_profile_predictions_loss: 305.1429 - logcount_predictions_loss: 0.3974 316/1626 [====>.........................] - ETA: 6:46 - loss: 310.1923 - logits_profile_predictions_loss: 305.1457 - logcount_predictions_loss: 0.3974 317/1626 [====>.........................] - ETA: 6:45 - loss: 310.1948 - logits_profile_predictions_loss: 305.1482 - logcount_predictions_loss: 0.3974 318/1626 [====>.........................] - ETA: 6:45 - loss: 310.1968 - logits_profile_predictions_loss: 305.1502 - logcount_predictions_loss: 0.3974 319/1626 [====>.........................] - ETA: 6:45 - loss: 310.1988 - logits_profile_predictions_loss: 305.1522 - logcount_predictions_loss: 0.3974 320/1626 [====>.........................] - ETA: 6:44 - loss: 310.2011 - logits_profile_predictions_loss: 305.1545 - logcount_predictions_loss: 0.3974 321/1626 [====>.........................] - ETA: 6:44 - loss: 310.2033 - logits_profile_predictions_loss: 305.1566 - logcount_predictions_loss: 0.3974 322/1626 [====>.........................] - ETA: 6:44 - loss: 310.2056 - logits_profile_predictions_loss: 305.1589 - logcount_predictions_loss: 0.3974 323/1626 [====>.........................] - ETA: 6:43 - loss: 310.2077 - logits_profile_predictions_loss: 305.1610 - logcount_predictions_loss: 0.3974 324/1626 [====>.........................] - ETA: 6:43 - loss: 310.2097 - logits_profile_predictions_loss: 305.1631 - logcount_predictions_loss: 0.3974 325/1626 [====>.........................] - ETA: 6:43 - loss: 310.2116 - logits_profile_predictions_loss: 305.1650 - logcount_predictions_loss: 0.3974 326/1626 [=====>........................] - ETA: 6:43 - loss: 310.2129 - logits_profile_predictions_loss: 305.1663 - logcount_predictions_loss: 0.3974 327/1626 [=====>........................] - ETA: 6:42 - loss: 310.2145 - logits_profile_predictions_loss: 305.1680 - logcount_predictions_loss: 0.3974 328/1626 [=====>........................] - ETA: 6:42 - loss: 310.2163 - logits_profile_predictions_loss: 305.1698 - logcount_predictions_loss: 0.3974 329/1626 [=====>........................] - ETA: 6:42 - loss: 310.2180 - logits_profile_predictions_loss: 305.1715 - logcount_predictions_loss: 0.3974 330/1626 [=====>........................] - ETA: 6:41 - loss: 310.2195 - logits_profile_predictions_loss: 305.1730 - logcount_predictions_loss: 0.3974 331/1626 [=====>........................] - ETA: 6:41 - loss: 310.2209 - logits_profile_predictions_loss: 305.1744 - logcount_predictions_loss: 0.3974 332/1626 [=====>........................] - ETA: 6:41 - loss: 310.2222 - logits_profile_predictions_loss: 305.1757 - logcount_predictions_loss: 0.3974 333/1626 [=====>........................] - ETA: 6:40 - loss: 310.2236 - logits_profile_predictions_loss: 305.1772 - logcount_predictions_loss: 0.3974 334/1626 [=====>........................] - ETA: 6:40 - loss: 310.2251 - logits_profile_predictions_loss: 305.1788 - logcount_predictions_loss: 0.3973 335/1626 [=====>........................] - ETA: 6:40 - loss: 310.2267 - logits_profile_predictions_loss: 305.1804 - logcount_predictions_loss: 0.3973 336/1626 [=====>........................] - ETA: 6:39 - loss: 310.2285 - logits_profile_predictions_loss: 305.1822 - logcount_predictions_loss: 0.3973 337/1626 [=====>........................] - ETA: 6:39 - loss: 310.2303 - logits_profile_predictions_loss: 305.1840 - logcount_predictions_loss: 0.3973 338/1626 [=====>........................] - ETA: 6:39 - loss: 310.2321 - logits_profile_predictions_loss: 305.1859 - logcount_predictions_loss: 0.3973 339/1626 [=====>........................] - ETA: 6:38 - loss: 310.2335 - logits_profile_predictions_loss: 305.1874 - logcount_predictions_loss: 0.3973 340/1626 [=====>........................] - ETA: 6:38 - loss: 310.2349 - logits_profile_predictions_loss: 305.1887 - logcount_predictions_loss: 0.3973 341/1626 [=====>........................] - ETA: 6:38 - loss: 310.2365 - logits_profile_predictions_loss: 305.1904 - logcount_predictions_loss: 0.3973 342/1626 [=====>........................] - ETA: 6:38 - loss: 310.2380 - logits_profile_predictions_loss: 305.1920 - logcount_predictions_loss: 0.3973 343/1626 [=====>........................] - ETA: 6:37 - loss: 310.2396 - logits_profile_predictions_loss: 305.1937 - logcount_predictions_loss: 0.3973 344/1626 [=====>........................] - ETA: 6:37 - loss: 310.2413 - logits_profile_predictions_loss: 305.1955 - logcount_predictions_loss: 0.3973 345/1626 [=====>........................] - ETA: 6:37 - loss: 310.2429 - logits_profile_predictions_loss: 305.1971 - logcount_predictions_loss: 0.3973 346/1626 [=====>........................] - ETA: 6:36 - loss: 310.2443 - logits_profile_predictions_loss: 305.1985 - logcount_predictions_loss: 0.3973 347/1626 [=====>........................] - ETA: 6:36 - loss: 310.2456 - logits_profile_predictions_loss: 305.1999 - logcount_predictions_loss: 0.3973 348/1626 [=====>........................] - ETA: 6:36 - loss: 310.2470 - logits_profile_predictions_loss: 305.2014 - logcount_predictions_loss: 0.3973 349/1626 [=====>........................] - ETA: 6:35 - loss: 310.2485 - logits_profile_predictions_loss: 305.2030 - logcount_predictions_loss: 0.3973 350/1626 [=====>........................] - ETA: 6:35 - loss: 310.2502 - logits_profile_predictions_loss: 305.2048 - logcount_predictions_loss: 0.3973 351/1626 [=====>........................] - ETA: 6:35 - loss: 310.2515 - logits_profile_predictions_loss: 305.2062 - logcount_predictions_loss: 0.3973 352/1626 [=====>........................] - ETA: 6:35 - loss: 310.2528 - logits_profile_predictions_loss: 305.2076 - logcount_predictions_loss: 0.3973 353/1626 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logits_profile_predictions_loss: 305.5185 - logcount_predictions_loss: 0.3972 - val_loss: 339.2438 - val_logits_profile_predictions_loss: 333.0840 - val_logcount_predictions_loss: 0.4850 Epoch 00009: val_loss improved from 339.28351 to 339.24384, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 10/50 1/1626 [..............................] - ETA: 8:33 - loss: 310.9583 - logits_profile_predictions_loss: 307.2986 - logcount_predictions_loss: 0.2882 2/1626 [..............................] - ETA: 8:20 - loss: 306.4630 - logits_profile_predictions_loss: 302.7646 - logcount_predictions_loss: 0.2912 3/1626 [..............................] - ETA: 8:19 - loss: 305.3269 - logits_profile_predictions_loss: 301.5320 - logcount_predictions_loss: 0.2988 4/1626 [..............................] - ETA: 8:20 - loss: 304.8048 - logits_profile_predictions_loss: 300.8673 - logcount_predictions_loss: 0.3100 5/1626 [..............................] - ETA: 8:20 - loss: 304.6332 - logits_profile_predictions_loss: 300.5915 - logcount_predictions_loss: 0.3182 6/1626 [..............................] - ETA: 8:19 - loss: 303.8939 - logits_profile_predictions_loss: 299.7492 - logcount_predictions_loss: 0.3264 7/1626 [..............................] - ETA: 8:19 - loss: 303.3556 - logits_profile_predictions_loss: 299.1232 - logcount_predictions_loss: 0.3333 8/1626 [..............................] - ETA: 8:19 - loss: 303.7117 - logits_profile_predictions_loss: 299.3742 - logcount_predictions_loss: 0.3415 9/1626 [..............................] - ETA: 8:18 - loss: 304.4145 - logits_profile_predictions_loss: 299.9887 - logcount_predictions_loss: 0.3485 10/1626 [..............................] - ETA: 8:18 - loss: 305.4335 - logits_profile_predictions_loss: 300.9364 - logcount_predictions_loss: 0.3541 11/1626 [..............................] - ETA: 8:18 - loss: 306.0320 - logits_profile_predictions_loss: 301.4853 - logcount_predictions_loss: 0.3580 12/1626 [..............................] - ETA: 8:17 - loss: 306.6240 - logits_profile_predictions_loss: 302.0392 - logcount_predictions_loss: 0.3610 13/1626 [..............................] - ETA: 8:17 - loss: 306.9632 - logits_profile_predictions_loss: 302.3487 - logcount_predictions_loss: 0.3634 14/1626 [..............................] - ETA: 8:17 - loss: 307.4900 - logits_profile_predictions_loss: 302.8338 - logcount_predictions_loss: 0.3666 15/1626 [..............................] - ETA: 8:17 - loss: 307.8273 - logits_profile_predictions_loss: 303.1423 - logcount_predictions_loss: 0.3689 16/1626 [..............................] - ETA: 8:16 - loss: 307.9125 - logits_profile_predictions_loss: 303.2057 - logcount_predictions_loss: 0.3706 17/1626 [..............................] - ETA: 8:16 - loss: 308.0116 - logits_profile_predictions_loss: 303.2862 - logcount_predictions_loss: 0.3721 18/1626 [..............................] - ETA: 8:16 - 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25/1626 [..............................] - ETA: 8:14 - loss: 307.4176 - logits_profile_predictions_loss: 302.5500 - logcount_predictions_loss: 0.3833 26/1626 [..............................] - ETA: 8:13 - loss: 307.3689 - logits_profile_predictions_loss: 302.4864 - logcount_predictions_loss: 0.3844 27/1626 [..............................] - ETA: 8:13 - loss: 307.3032 - logits_profile_predictions_loss: 302.4082 - logcount_predictions_loss: 0.3854 28/1626 [..............................] - ETA: 8:13 - loss: 307.2306 - logits_profile_predictions_loss: 302.3249 - logcount_predictions_loss: 0.3863 29/1626 [..............................] - ETA: 8:12 - loss: 307.1642 - logits_profile_predictions_loss: 302.2503 - logcount_predictions_loss: 0.3869 30/1626 [..............................] - ETA: 8:12 - loss: 307.0967 - logits_profile_predictions_loss: 302.1750 - logcount_predictions_loss: 0.3875 31/1626 [..............................] - ETA: 8:12 - loss: 307.0231 - logits_profile_predictions_loss: 302.0941 - logcount_predictions_loss: 0.3881 32/1626 [..............................] - ETA: 8:12 - loss: 306.9637 - logits_profile_predictions_loss: 302.0265 - logcount_predictions_loss: 0.3888 33/1626 [..............................] - ETA: 8:11 - loss: 306.8982 - logits_profile_predictions_loss: 301.9533 - logcount_predictions_loss: 0.3894 34/1626 [..............................] - ETA: 8:11 - loss: 306.8433 - logits_profile_predictions_loss: 301.8907 - logcount_predictions_loss: 0.3900 35/1626 [..............................] - ETA: 8:11 - loss: 306.8157 - logits_profile_predictions_loss: 301.8556 - logcount_predictions_loss: 0.3906 36/1626 [..............................] - ETA: 8:11 - loss: 306.8037 - logits_profile_predictions_loss: 301.8366 - logcount_predictions_loss: 0.3911 37/1626 [..............................] - ETA: 8:10 - loss: 306.8170 - logits_profile_predictions_loss: 301.8447 - logcount_predictions_loss: 0.3915 38/1626 [..............................] - ETA: 8:10 - loss: 306.8150 - logits_profile_predictions_loss: 301.8386 - logcount_predictions_loss: 0.3918 39/1626 [..............................] - ETA: 8:10 - loss: 306.8236 - logits_profile_predictions_loss: 301.8429 - logcount_predictions_loss: 0.3922 40/1626 [..............................] - ETA: 8:09 - loss: 306.8242 - logits_profile_predictions_loss: 301.8407 - logcount_predictions_loss: 0.3924 41/1626 [..............................] - ETA: 8:09 - loss: 306.8211 - logits_profile_predictions_loss: 301.8334 - logcount_predictions_loss: 0.3927 42/1626 [..............................] - ETA: 8:09 - loss: 306.8291 - logits_profile_predictions_loss: 301.8372 - logcount_predictions_loss: 0.3931 43/1626 [..............................] - ETA: 8:09 - loss: 306.8356 - logits_profile_predictions_loss: 301.8401 - logcount_predictions_loss: 0.3933 44/1626 [..............................] - ETA: 8:08 - loss: 306.8494 - logits_profile_predictions_loss: 301.8504 - logcount_predictions_loss: 0.3936 45/1626 [..............................] - ETA: 8:08 - loss: 306.8597 - logits_profile_predictions_loss: 301.8574 - logcount_predictions_loss: 0.3939 46/1626 [..............................] - ETA: 8:08 - loss: 306.8951 - logits_profile_predictions_loss: 301.8901 - logcount_predictions_loss: 0.3941 47/1626 [..............................] - ETA: 8:08 - loss: 306.9230 - logits_profile_predictions_loss: 301.9154 - logcount_predictions_loss: 0.3943 48/1626 [..............................] - ETA: 8:07 - loss: 306.9448 - logits_profile_predictions_loss: 301.9348 - logcount_predictions_loss: 0.3945 49/1626 [..............................] - ETA: 8:07 - loss: 306.9710 - logits_profile_predictions_loss: 301.9586 - logcount_predictions_loss: 0.3947 50/1626 [..............................] - ETA: 8:07 - loss: 306.9953 - logits_profile_predictions_loss: 301.9812 - logcount_predictions_loss: 0.3948 51/1626 [..............................] - ETA: 8:06 - loss: 307.0289 - logits_profile_predictions_loss: 302.0129 - logcount_predictions_loss: 0.3950 52/1626 [..............................] - ETA: 8:06 - loss: 307.0684 - logits_profile_predictions_loss: 302.0509 - logcount_predictions_loss: 0.3951 53/1626 [..............................] - ETA: 8:06 - loss: 307.1025 - logits_profile_predictions_loss: 302.0839 - logcount_predictions_loss: 0.3952 54/1626 [..............................] - ETA: 8:06 - loss: 307.1325 - logits_profile_predictions_loss: 302.1128 - logcount_predictions_loss: 0.3952 55/1626 [>.............................] - ETA: 8:05 - loss: 307.1658 - logits_profile_predictions_loss: 302.1456 - logcount_predictions_loss: 0.3953 56/1626 [>.............................] - ETA: 8:05 - loss: 307.2115 - logits_profile_predictions_loss: 302.1909 - logcount_predictions_loss: 0.3953 57/1626 [>.............................] - ETA: 8:05 - loss: 307.2465 - logits_profile_predictions_loss: 302.2256 - logcount_predictions_loss: 0.3953 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[>.............................] - ETA: 7:51 - loss: 307.9802 - logits_profile_predictions_loss: 303.0030 - logcount_predictions_loss: 0.3919 105/1626 [>.............................] - ETA: 7:50 - loss: 307.9921 - logits_profile_predictions_loss: 303.0158 - logcount_predictions_loss: 0.3918 106/1626 [>.............................] - ETA: 7:50 - loss: 308.0025 - logits_profile_predictions_loss: 303.0271 - logcount_predictions_loss: 0.3918 107/1626 [>.............................] - ETA: 7:50 - loss: 308.0071 - logits_profile_predictions_loss: 303.0326 - logcount_predictions_loss: 0.3917 108/1626 [>.............................] - ETA: 7:49 - loss: 308.0132 - logits_profile_predictions_loss: 303.0394 - logcount_predictions_loss: 0.3916 109/1626 [=>............................] - ETA: 7:49 - loss: 308.0192 - logits_profile_predictions_loss: 303.0460 - logcount_predictions_loss: 0.3916 110/1626 [=>............................] - ETA: 7:49 - loss: 308.0241 - 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[=>............................] - ETA: 7:47 - loss: 308.0852 - logits_profile_predictions_loss: 303.1137 - logcount_predictions_loss: 0.3915 118/1626 [=>............................] - ETA: 7:46 - loss: 308.0995 - logits_profile_predictions_loss: 303.1281 - logcount_predictions_loss: 0.3915 119/1626 [=>............................] - ETA: 7:46 - loss: 308.1110 - logits_profile_predictions_loss: 303.1397 - logcount_predictions_loss: 0.3914 120/1626 [=>............................] - ETA: 7:46 - loss: 308.1217 - logits_profile_predictions_loss: 303.1505 - logcount_predictions_loss: 0.3914 121/1626 [=>............................] - ETA: 7:45 - loss: 308.1335 - logits_profile_predictions_loss: 303.1624 - logcount_predictions_loss: 0.3914 122/1626 [=>............................] - ETA: 7:45 - loss: 308.1430 - logits_profile_predictions_loss: 303.1720 - logcount_predictions_loss: 0.3914 123/1626 [=>............................] - ETA: 7:45 - loss: 308.1531 - 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[===>..........................] - ETA: 7:15 - loss: 308.8799 - logits_profile_predictions_loss: 303.9327 - logcount_predictions_loss: 0.3895 222/1626 [===>..........................] - ETA: 7:15 - loss: 308.8815 - logits_profile_predictions_loss: 303.9343 - logcount_predictions_loss: 0.3895 223/1626 [===>..........................] - ETA: 7:14 - loss: 308.8832 - logits_profile_predictions_loss: 303.9362 - logcount_predictions_loss: 0.3895 224/1626 [===>..........................] - ETA: 7:14 - loss: 308.8848 - logits_profile_predictions_loss: 303.9378 - logcount_predictions_loss: 0.3895 225/1626 [===>..........................] - ETA: 7:14 - loss: 308.8859 - logits_profile_predictions_loss: 303.9391 - logcount_predictions_loss: 0.3895 226/1626 [===>..........................] - ETA: 7:13 - loss: 308.8876 - logits_profile_predictions_loss: 303.9408 - logcount_predictions_loss: 0.3895 227/1626 [===>..........................] - ETA: 7:13 - loss: 308.8893 - 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[===========================>..] - ETA: 24s - loss: 310.0706 - logits_profile_predictions_loss: 305.1641 - logcount_predictions_loss: 0.3863 1548/1626 [===========================>..] - ETA: 24s - loss: 310.0705 - logits_profile_predictions_loss: 305.1639 - logcount_predictions_loss: 0.3863 1549/1626 [===========================>..] - ETA: 23s - loss: 310.0703 - logits_profile_predictions_loss: 305.1638 - logcount_predictions_loss: 0.3863 1550/1626 [===========================>..] - ETA: 23s - loss: 310.0702 - logits_profile_predictions_loss: 305.1637 - logcount_predictions_loss: 0.3863 1551/1626 [===========================>..] - ETA: 23s - loss: 310.0700 - logits_profile_predictions_loss: 305.1636 - logcount_predictions_loss: 0.3863 1552/1626 [===========================>..] - ETA: 22s - loss: 310.0699 - logits_profile_predictions_loss: 305.1634 - logcount_predictions_loss: 0.3863 1553/1626 [===========================>..] - ETA: 22s - loss: 310.0697 - 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[============================>.] - ETA: 16s - loss: 310.0657 - logits_profile_predictions_loss: 305.1596 - logcount_predictions_loss: 0.3863 1574/1626 [============================>.] - ETA: 16s - loss: 310.0655 - logits_profile_predictions_loss: 305.1594 - logcount_predictions_loss: 0.3863 1575/1626 [============================>.] - ETA: 15s - loss: 310.0653 - logits_profile_predictions_loss: 305.1592 - logcount_predictions_loss: 0.3863 1576/1626 [============================>.] - ETA: 15s - loss: 310.0651 - logits_profile_predictions_loss: 305.1590 - logcount_predictions_loss: 0.3863 1577/1626 [============================>.] - ETA: 15s - loss: 310.0648 - logits_profile_predictions_loss: 305.1588 - logcount_predictions_loss: 0.3863 1578/1626 [============================>.] - ETA: 14s - loss: 310.0646 - logits_profile_predictions_loss: 305.1586 - logcount_predictions_loss: 0.3863 1579/1626 [============================>.] - ETA: 14s - loss: 310.0644 - 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[============================>.] - ETA: 12s - loss: 310.0630 - logits_profile_predictions_loss: 305.1572 - logcount_predictions_loss: 0.3863 1587/1626 [============================>.] - ETA: 12s - loss: 310.0628 - logits_profile_predictions_loss: 305.1570 - logcount_predictions_loss: 0.3863 1588/1626 [============================>.] - ETA: 11s - loss: 310.0626 - logits_profile_predictions_loss: 305.1568 - logcount_predictions_loss: 0.3863 1589/1626 [============================>.] - ETA: 11s - loss: 310.0624 - logits_profile_predictions_loss: 305.1566 - logcount_predictions_loss: 0.3863 1590/1626 [============================>.] - ETA: 11s - loss: 310.0622 - logits_profile_predictions_loss: 305.1564 - logcount_predictions_loss: 0.3863 1591/1626 [============================>.] - ETA: 10s - loss: 310.0619 - logits_profile_predictions_loss: 305.1562 - logcount_predictions_loss: 0.3863 1592/1626 [============================>.] - ETA: 10s - loss: 310.0617 - 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[============================>.] - ETA: 8s - loss: 310.0600 - logits_profile_predictions_loss: 305.1544 - logcount_predictions_loss: 0.3863 1600/1626 [============================>.] - ETA: 8s - loss: 310.0597 - logits_profile_predictions_loss: 305.1542 - logcount_predictions_loss: 0.3863 1601/1626 [============================>.] - ETA: 7s - loss: 310.0595 - logits_profile_predictions_loss: 305.1540 - logcount_predictions_loss: 0.3863 1602/1626 [============================>.] - ETA: 7s - loss: 310.0593 - logits_profile_predictions_loss: 305.1538 - logcount_predictions_loss: 0.3863 1603/1626 [============================>.] - ETA: 7s - loss: 310.0591 - logits_profile_predictions_loss: 305.1536 - logcount_predictions_loss: 0.3863 1604/1626 [============================>.] - ETA: 6s - loss: 310.0589 - logits_profile_predictions_loss: 305.1534 - logcount_predictions_loss: 0.3863 1605/1626 [============================>.] - ETA: 6s - loss: 310.0587 - logits_profile_predictions_loss: 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1619/1626 [============================>.] - ETA: 2s - loss: 310.0560 - logits_profile_predictions_loss: 305.1508 - logcount_predictions_loss: 0.3862 1620/1626 [============================>.] - ETA: 1s - loss: 310.0558 - logits_profile_predictions_loss: 305.1507 - logcount_predictions_loss: 0.3862 1621/1626 [============================>.] - ETA: 1s - loss: 310.0556 - logits_profile_predictions_loss: 305.1505 - logcount_predictions_loss: 0.3862 1622/1626 [============================>.] - ETA: 1s - loss: 310.0554 - logits_profile_predictions_loss: 305.1503 - logcount_predictions_loss: 0.3862 1623/1626 [============================>.] - ETA: 0s - loss: 310.0552 - logits_profile_predictions_loss: 305.1501 - logcount_predictions_loss: 0.3862 1624/1626 [============================>.] - ETA: 0s - loss: 310.0550 - logits_profile_predictions_loss: 305.1499 - logcount_predictions_loss: 0.3862 1625/1626 [============================>.] - ETA: 0s - loss: 310.0548 - logits_profile_predictions_loss: 305.1498 - logcount_predictions_loss: 0.3862 1626/1626 [==============================] - ETA: 0s - loss: 310.0547 - logits_profile_predictions_loss: 305.1497 - logcount_predictions_loss: 0.3862 1626/1626 [==============================] - 526s 323ms/step - loss: 310.0545 - logits_profile_predictions_loss: 305.1495 - logcount_predictions_loss: 0.3862 - val_loss: 339.2923 - val_logits_profile_predictions_loss: 333.2613 - val_logcount_predictions_loss: 0.4749 Epoch 00010: val_loss did not improve from 339.24384 Epoch 11/50 1/1626 [..............................] - ETA: 8:33 - loss: 269.6111 - logits_profile_predictions_loss: 265.7612 - logcount_predictions_loss: 0.3031 2/1626 [..............................] - ETA: 8:19 - loss: 287.6082 - logits_profile_predictions_loss: 283.8232 - logcount_predictions_loss: 0.2980 3/1626 [..............................] - ETA: 8:19 - loss: 299.7099 - logits_profile_predictions_loss: 295.7244 - logcount_predictions_loss: 0.3138 4/1626 [..............................] - ETA: 8:20 - loss: 304.1459 - logits_profile_predictions_loss: 300.0721 - logcount_predictions_loss: 0.3208 5/1626 [..............................] - ETA: 8:19 - loss: 307.9252 - logits_profile_predictions_loss: 303.7779 - logcount_predictions_loss: 0.3266 6/1626 [..............................] - ETA: 8:19 - loss: 309.3230 - logits_profile_predictions_loss: 305.1275 - logcount_predictions_loss: 0.3304 7/1626 [..............................] - ETA: 8:19 - loss: 311.1272 - logits_profile_predictions_loss: 306.8884 - logcount_predictions_loss: 0.3338 8/1626 [..............................] - ETA: 8:19 - loss: 312.0434 - logits_profile_predictions_loss: 307.7830 - logcount_predictions_loss: 0.3355 9/1626 [..............................] - ETA: 8:18 - loss: 312.8611 - logits_profile_predictions_loss: 308.5810 - logcount_predictions_loss: 0.3370 10/1626 [..............................] - ETA: 8:18 - loss: 313.6465 - logits_profile_predictions_loss: 309.3481 - logcount_predictions_loss: 0.3385 11/1626 [..............................] - ETA: 8:18 - loss: 313.8892 - logits_profile_predictions_loss: 309.5773 - logcount_predictions_loss: 0.3395 12/1626 [..............................] - ETA: 8:18 - loss: 313.8388 - logits_profile_predictions_loss: 309.5288 - logcount_predictions_loss: 0.3394 13/1626 [..............................] - ETA: 8:17 - loss: 313.8166 - logits_profile_predictions_loss: 309.5101 - logcount_predictions_loss: 0.3391 14/1626 [..............................] - ETA: 8:17 - loss: 313.6814 - logits_profile_predictions_loss: 309.3744 - logcount_predictions_loss: 0.3391 15/1626 [..............................] - ETA: 8:17 - loss: 313.5068 - logits_profile_predictions_loss: 309.2044 - logcount_predictions_loss: 0.3388 16/1626 [..............................] - ETA: 8:16 - loss: 313.2899 - logits_profile_predictions_loss: 308.9905 - logcount_predictions_loss: 0.3385 17/1626 [..............................] - ETA: 8:16 - loss: 313.0539 - logits_profile_predictions_loss: 308.7559 - logcount_predictions_loss: 0.3384 18/1626 [..............................] - ETA: 8:16 - loss: 312.7909 - logits_profile_predictions_loss: 308.4906 - logcount_predictions_loss: 0.3386 19/1626 [..............................] - ETA: 8:15 - loss: 312.5745 - logits_profile_predictions_loss: 308.2720 - logcount_predictions_loss: 0.3388 20/1626 [..............................] - ETA: 8:15 - loss: 312.3673 - logits_profile_predictions_loss: 308.0631 - logcount_predictions_loss: 0.3389 21/1626 [..............................] - ETA: 8:15 - loss: 312.1883 - logits_profile_predictions_loss: 307.8837 - logcount_predictions_loss: 0.3389 22/1626 [..............................] - ETA: 8:15 - loss: 311.9849 - logits_profile_predictions_loss: 307.6794 - logcount_predictions_loss: 0.3390 23/1626 [..............................] - ETA: 8:14 - loss: 311.6820 - logits_profile_predictions_loss: 307.3757 - logcount_predictions_loss: 0.3391 24/1626 [..............................] - ETA: 8:14 - loss: 311.3860 - logits_profile_predictions_loss: 307.0790 - logcount_predictions_loss: 0.3391 25/1626 [..............................] - ETA: 8:14 - loss: 311.0568 - logits_profile_predictions_loss: 306.7515 - logcount_predictions_loss: 0.3390 26/1626 [..............................] - ETA: 8:14 - loss: 310.7186 - logits_profile_predictions_loss: 306.4155 - logcount_predictions_loss: 0.3388 27/1626 [..............................] - ETA: 8:13 - loss: 310.4819 - logits_profile_predictions_loss: 306.1809 - logcount_predictions_loss: 0.3387 28/1626 [..............................] - ETA: 8:13 - loss: 310.2657 - logits_profile_predictions_loss: 305.9665 - logcount_predictions_loss: 0.3385 29/1626 [..............................] - ETA: 8:13 - loss: 310.1239 - logits_profile_predictions_loss: 305.8276 - logcount_predictions_loss: 0.3383 30/1626 [..............................] - ETA: 8:13 - loss: 309.9827 - logits_profile_predictions_loss: 305.6905 - logcount_predictions_loss: 0.3380 31/1626 [..............................] - ETA: 8:12 - loss: 309.8446 - logits_profile_predictions_loss: 305.5545 - logcount_predictions_loss: 0.3378 32/1626 [..............................] - ETA: 8:12 - loss: 309.7198 - logits_profile_predictions_loss: 305.4324 - logcount_predictions_loss: 0.3376 33/1626 [..............................] - ETA: 8:12 - loss: 309.6140 - logits_profile_predictions_loss: 305.3286 - logcount_predictions_loss: 0.3374 34/1626 [..............................] - ETA: 8:11 - loss: 309.5243 - logits_profile_predictions_loss: 305.2400 - logcount_predictions_loss: 0.3373 35/1626 [..............................] - ETA: 8:11 - loss: 309.4608 - logits_profile_predictions_loss: 305.1775 - logcount_predictions_loss: 0.3373 36/1626 [..............................] - ETA: 8:11 - loss: 309.3981 - logits_profile_predictions_loss: 305.1137 - logcount_predictions_loss: 0.3373 37/1626 [..............................] - ETA: 8:11 - loss: 309.3317 - logits_profile_predictions_loss: 305.0466 - logcount_predictions_loss: 0.3374 38/1626 [..............................] - ETA: 8:11 - loss: 309.2301 - logits_profile_predictions_loss: 304.9451 - logcount_predictions_loss: 0.3374 39/1626 [..............................] - ETA: 8:10 - loss: 309.1531 - logits_profile_predictions_loss: 304.8657 - logcount_predictions_loss: 0.3376 40/1626 [..............................] - ETA: 8:10 - loss: 309.0775 - logits_profile_predictions_loss: 304.7881 - logcount_predictions_loss: 0.3377 41/1626 [..............................] - ETA: 8:10 - loss: 309.0022 - logits_profile_predictions_loss: 304.7100 - logcount_predictions_loss: 0.3380 42/1626 [..............................] - ETA: 8:09 - loss: 308.9251 - logits_profile_predictions_loss: 304.6295 - logcount_predictions_loss: 0.3382 43/1626 [..............................] - ETA: 8:09 - loss: 308.8672 - logits_profile_predictions_loss: 304.5679 - logcount_predictions_loss: 0.3385 44/1626 [..............................] - ETA: 8:09 - loss: 308.8097 - logits_profile_predictions_loss: 304.5062 - logcount_predictions_loss: 0.3389 45/1626 [..............................] - ETA: 8:08 - loss: 308.7282 - logits_profile_predictions_loss: 304.4209 - logcount_predictions_loss: 0.3392 46/1626 [..............................] - ETA: 8:08 - loss: 308.6401 - logits_profile_predictions_loss: 304.3294 - logcount_predictions_loss: 0.3394 47/1626 [..............................] - ETA: 8:08 - loss: 308.5637 - logits_profile_predictions_loss: 304.2503 - logcount_predictions_loss: 0.3396 48/1626 [..............................] - ETA: 8:08 - loss: 308.4853 - logits_profile_predictions_loss: 304.1694 - logcount_predictions_loss: 0.3398 49/1626 [..............................] - ETA: 8:07 - loss: 308.4056 - logits_profile_predictions_loss: 304.0869 - logcount_predictions_loss: 0.3401 50/1626 [..............................] - ETA: 8:07 - loss: 308.3392 - logits_profile_predictions_loss: 304.0179 - logcount_predictions_loss: 0.3403 51/1626 [..............................] - ETA: 8:07 - loss: 308.2834 - logits_profile_predictions_loss: 303.9595 - logcount_predictions_loss: 0.3405 52/1626 [..............................] - ETA: 8:06 - loss: 308.2373 - logits_profile_predictions_loss: 303.9106 - logcount_predictions_loss: 0.3407 53/1626 [..............................] - ETA: 8:06 - loss: 308.2008 - logits_profile_predictions_loss: 303.8713 - logcount_predictions_loss: 0.3409 54/1626 [..............................] - ETA: 8:06 - loss: 308.1671 - logits_profile_predictions_loss: 303.8345 - logcount_predictions_loss: 0.3412 55/1626 [>.............................] - ETA: 8:05 - loss: 308.1383 - logits_profile_predictions_loss: 303.8022 - logcount_predictions_loss: 0.3414 56/1626 [>.............................] - ETA: 8:05 - loss: 308.1153 - logits_profile_predictions_loss: 303.7759 - logcount_predictions_loss: 0.3417 57/1626 [>.............................] - ETA: 8:05 - loss: 308.0930 - logits_profile_predictions_loss: 303.7502 - logcount_predictions_loss: 0.3420 58/1626 [>.............................] - ETA: 8:05 - loss: 308.0744 - logits_profile_predictions_loss: 303.7283 - logcount_predictions_loss: 0.3422 59/1626 [>.............................] - ETA: 8:04 - loss: 308.0610 - logits_profile_predictions_loss: 303.7118 - logcount_predictions_loss: 0.3425 60/1626 [>.............................] - ETA: 8:04 - loss: 308.0401 - logits_profile_predictions_loss: 303.6882 - logcount_predictions_loss: 0.3427 61/1626 [>.............................] - ETA: 8:04 - loss: 308.0251 - logits_profile_predictions_loss: 303.6707 - logcount_predictions_loss: 0.3429 62/1626 [>.............................] - ETA: 8:03 - loss: 308.0150 - logits_profile_predictions_loss: 303.6584 - logcount_predictions_loss: 0.3430 63/1626 [>.............................] - ETA: 8:03 - 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logits_profile_predictions_loss: 302.8087 - logcount_predictions_loss: 0.3482 214/1626 [==>...........................] - ETA: 7:17 - loss: 307.2310 - logits_profile_predictions_loss: 302.8090 - logcount_predictions_loss: 0.3482 215/1626 [==>...........................] - ETA: 7:17 - loss: 307.2322 - logits_profile_predictions_loss: 302.8098 - logcount_predictions_loss: 0.3482 216/1626 [==>...........................] - ETA: 7:17 - loss: 307.2341 - logits_profile_predictions_loss: 302.8112 - logcount_predictions_loss: 0.3483 217/1626 [===>..........................] - ETA: 7:16 - loss: 307.2370 - logits_profile_predictions_loss: 302.8138 - logcount_predictions_loss: 0.3483 218/1626 [===>..........................] - ETA: 7:16 - loss: 307.2394 - logits_profile_predictions_loss: 302.8157 - logcount_predictions_loss: 0.3483 219/1626 [===>..........................] - ETA: 7:16 - loss: 307.2413 - logits_profile_predictions_loss: 302.8172 - logcount_predictions_loss: 0.3484 220/1626 [===>..........................] - ETA: 7:15 - loss: 307.2430 - logits_profile_predictions_loss: 302.8186 - logcount_predictions_loss: 0.3484 221/1626 [===>..........................] - ETA: 7:15 - loss: 307.2448 - logits_profile_predictions_loss: 302.8199 - logcount_predictions_loss: 0.3484 222/1626 [===>..........................] - ETA: 7:15 - loss: 307.2467 - logits_profile_predictions_loss: 302.8214 - logcount_predictions_loss: 0.3485 223/1626 [===>..........................] - ETA: 7:14 - loss: 307.2484 - logits_profile_predictions_loss: 302.8227 - logcount_predictions_loss: 0.3485 224/1626 [===>..........................] - ETA: 7:14 - loss: 307.2510 - logits_profile_predictions_loss: 302.8248 - logcount_predictions_loss: 0.3485 225/1626 [===>..........................] - ETA: 7:14 - loss: 307.2534 - logits_profile_predictions_loss: 302.8268 - logcount_predictions_loss: 0.3486 226/1626 [===>..........................] - ETA: 7:14 - loss: 307.2558 - logits_profile_predictions_loss: 302.8287 - logcount_predictions_loss: 0.3486 227/1626 [===>..........................] - ETA: 7:13 - loss: 307.2581 - logits_profile_predictions_loss: 302.8306 - logcount_predictions_loss: 0.3486 228/1626 [===>..........................] - ETA: 7:13 - loss: 307.2610 - logits_profile_predictions_loss: 302.8331 - logcount_predictions_loss: 0.3487 229/1626 [===>..........................] - ETA: 7:13 - loss: 307.2636 - logits_profile_predictions_loss: 302.8352 - logcount_predictions_loss: 0.3487 230/1626 [===>..........................] - ETA: 7:12 - loss: 307.2654 - logits_profile_predictions_loss: 302.8366 - logcount_predictions_loss: 0.3487 231/1626 [===>..........................] - ETA: 7:12 - loss: 307.2678 - logits_profile_predictions_loss: 302.8386 - logcount_predictions_loss: 0.3488 232/1626 [===>..........................] - ETA: 7:12 - loss: 307.2699 - logits_profile_predictions_loss: 302.8403 - logcount_predictions_loss: 0.3488 233/1626 [===>..........................] - ETA: 7:11 - loss: 307.2721 - logits_profile_predictions_loss: 302.8420 - logcount_predictions_loss: 0.3488 234/1626 [===>..........................] - ETA: 7:11 - loss: 307.2733 - logits_profile_predictions_loss: 302.8428 - logcount_predictions_loss: 0.3489 235/1626 [===>..........................] - ETA: 7:11 - loss: 307.2745 - logits_profile_predictions_loss: 302.8436 - logcount_predictions_loss: 0.3489 236/1626 [===>..........................] - ETA: 7:10 - loss: 307.2758 - logits_profile_predictions_loss: 302.8445 - logcount_predictions_loss: 0.3489 237/1626 [===>..........................] - ETA: 7:10 - loss: 307.2764 - logits_profile_predictions_loss: 302.8447 - logcount_predictions_loss: 0.3490 238/1626 [===>..........................] - ETA: 7:10 - loss: 307.2772 - logits_profile_predictions_loss: 302.8452 - logcount_predictions_loss: 0.3490 239/1626 [===>..........................] - ETA: 7:10 - loss: 307.2785 - logits_profile_predictions_loss: 302.8461 - logcount_predictions_loss: 0.3490 240/1626 [===>..........................] - ETA: 7:09 - loss: 307.2796 - logits_profile_predictions_loss: 302.8468 - logcount_predictions_loss: 0.3490 241/1626 [===>..........................] - ETA: 7:09 - loss: 307.2804 - logits_profile_predictions_loss: 302.8473 - logcount_predictions_loss: 0.3491 242/1626 [===>..........................] - ETA: 7:09 - loss: 307.2813 - logits_profile_predictions_loss: 302.8479 - logcount_predictions_loss: 0.3491 243/1626 [===>..........................] - ETA: 7:08 - loss: 307.2818 - logits_profile_predictions_loss: 302.8480 - logcount_predictions_loss: 0.3491 244/1626 [===>..........................] - ETA: 7:08 - loss: 307.2821 - logits_profile_predictions_loss: 302.8480 - logcount_predictions_loss: 0.3491 245/1626 [===>..........................] - ETA: 7:08 - loss: 307.2829 - logits_profile_predictions_loss: 302.8485 - logcount_predictions_loss: 0.3492 246/1626 [===>..........................] - ETA: 7:07 - loss: 307.2837 - logits_profile_predictions_loss: 302.8489 - logcount_predictions_loss: 0.3492 247/1626 [===>..........................] - ETA: 7:07 - loss: 307.2840 - logits_profile_predictions_loss: 302.8488 - logcount_predictions_loss: 0.3492 248/1626 [===>..........................] - ETA: 7:07 - loss: 307.2845 - logits_profile_predictions_loss: 302.8490 - logcount_predictions_loss: 0.3493 249/1626 [===>..........................] - ETA: 7:06 - loss: 307.2846 - logits_profile_predictions_loss: 302.8487 - logcount_predictions_loss: 0.3493 250/1626 [===>..........................] - ETA: 7:06 - loss: 307.2844 - logits_profile_predictions_loss: 302.8482 - logcount_predictions_loss: 0.3493 251/1626 [===>..........................] - ETA: 7:06 - loss: 307.2843 - logits_profile_predictions_loss: 302.8477 - logcount_predictions_loss: 0.3493 252/1626 [===>..........................] - ETA: 7:06 - loss: 307.2840 - logits_profile_predictions_loss: 302.8470 - logcount_predictions_loss: 0.3494 253/1626 [===>..........................] - ETA: 7:05 - loss: 307.2839 - logits_profile_predictions_loss: 302.8465 - logcount_predictions_loss: 0.3494 254/1626 [===>..........................] - ETA: 7:05 - loss: 307.2833 - logits_profile_predictions_loss: 302.8456 - logcount_predictions_loss: 0.3494 255/1626 [===>..........................] - ETA: 7:05 - loss: 307.2829 - logits_profile_predictions_loss: 302.8449 - logcount_predictions_loss: 0.3495 256/1626 [===>..........................] - ETA: 7:04 - loss: 307.2827 - logits_profile_predictions_loss: 302.8443 - logcount_predictions_loss: 0.3495 257/1626 [===>..........................] - ETA: 7:04 - loss: 307.2824 - logits_profile_predictions_loss: 302.8436 - logcount_predictions_loss: 0.3495 258/1626 [===>..........................] - ETA: 7:04 - loss: 307.2819 - logits_profile_predictions_loss: 302.8428 - logcount_predictions_loss: 0.3495 259/1626 [===>..........................] - ETA: 7:03 - loss: 307.2815 - logits_profile_predictions_loss: 302.8420 - logcount_predictions_loss: 0.3496 260/1626 [===>..........................] - ETA: 7:03 - loss: 307.2806 - logits_profile_predictions_loss: 302.8408 - logcount_predictions_loss: 0.3496 261/1626 [===>..........................] - ETA: 7:03 - loss: 307.2797 - logits_profile_predictions_loss: 302.8396 - logcount_predictions_loss: 0.3496 262/1626 [===>..........................] - ETA: 7:02 - loss: 307.2790 - logits_profile_predictions_loss: 302.8385 - logcount_predictions_loss: 0.3496 263/1626 [===>..........................] - ETA: 7:02 - loss: 307.2783 - logits_profile_predictions_loss: 302.8374 - logcount_predictions_loss: 0.3497 264/1626 [===>..........................] - ETA: 7:02 - loss: 307.2778 - logits_profile_predictions_loss: 302.8365 - logcount_predictions_loss: 0.3497 265/1626 [===>..........................] - ETA: 7:02 - loss: 307.2774 - logits_profile_predictions_loss: 302.8357 - logcount_predictions_loss: 0.3497 266/1626 [===>..........................] - ETA: 7:01 - loss: 307.2771 - logits_profile_predictions_loss: 302.8351 - logcount_predictions_loss: 0.3498 267/1626 [===>..........................] - ETA: 7:01 - loss: 307.2768 - logits_profile_predictions_loss: 302.8344 - logcount_predictions_loss: 0.3498 268/1626 [===>..........................] - ETA: 7:01 - loss: 307.2762 - logits_profile_predictions_loss: 302.8334 - logcount_predictions_loss: 0.3498 269/1626 [===>..........................] - ETA: 7:00 - loss: 307.2757 - logits_profile_predictions_loss: 302.8325 - logcount_predictions_loss: 0.3499 270/1626 [===>..........................] - ETA: 7:00 - loss: 307.2756 - logits_profile_predictions_loss: 302.8320 - logcount_predictions_loss: 0.3499 271/1626 [====>.........................] - ETA: 7:00 - loss: 307.2753 - logits_profile_predictions_loss: 302.8313 - logcount_predictions_loss: 0.3499 272/1626 [====>.........................] - ETA: 6:59 - loss: 307.2750 - logits_profile_predictions_loss: 302.8307 - logcount_predictions_loss: 0.3499 273/1626 [====>.........................] - ETA: 6:59 - loss: 307.2747 - logits_profile_predictions_loss: 302.8300 - logcount_predictions_loss: 0.3500 274/1626 [====>.........................] - ETA: 6:59 - loss: 307.2742 - logits_profile_predictions_loss: 302.8290 - logcount_predictions_loss: 0.3500 275/1626 [====>.........................] - ETA: 6:58 - loss: 307.2732 - logits_profile_predictions_loss: 302.8276 - logcount_predictions_loss: 0.3500 276/1626 [====>.........................] - ETA: 6:58 - loss: 307.2727 - logits_profile_predictions_loss: 302.8267 - logcount_predictions_loss: 0.3501 277/1626 [====>.........................] - ETA: 6:58 - loss: 307.2718 - logits_profile_predictions_loss: 302.8254 - logcount_predictions_loss: 0.3501 278/1626 [====>.........................] - ETA: 6:58 - loss: 307.2709 - logits_profile_predictions_loss: 302.8241 - logcount_predictions_loss: 0.3501 279/1626 [====>.........................] - ETA: 6:57 - loss: 307.2697 - logits_profile_predictions_loss: 302.8224 - logcount_predictions_loss: 0.3502 280/1626 [====>.........................] - ETA: 6:57 - loss: 307.2687 - logits_profile_predictions_loss: 302.8209 - logcount_predictions_loss: 0.3502 281/1626 [====>.........................] - ETA: 6:57 - loss: 307.2672 - logits_profile_predictions_loss: 302.8191 - logcount_predictions_loss: 0.3502 282/1626 [====>.........................] - ETA: 6:56 - loss: 307.2653 - logits_profile_predictions_loss: 302.8168 - logcount_predictions_loss: 0.3503 283/1626 [====>.........................] - ETA: 6:56 - loss: 307.2636 - logits_profile_predictions_loss: 302.8147 - logcount_predictions_loss: 0.3503 284/1626 [====>.........................] - ETA: 6:56 - loss: 307.2623 - logits_profile_predictions_loss: 302.8130 - logcount_predictions_loss: 0.3503 285/1626 [====>.........................] - ETA: 6:55 - loss: 307.2613 - logits_profile_predictions_loss: 302.8115 - logcount_predictions_loss: 0.3504 286/1626 [====>.........................] - ETA: 6:55 - loss: 307.2603 - logits_profile_predictions_loss: 302.8102 - logcount_predictions_loss: 0.3504 287/1626 [====>.........................] - ETA: 6:55 - loss: 307.2601 - logits_profile_predictions_loss: 302.8095 - logcount_predictions_loss: 0.3504 288/1626 [====>.........................] - ETA: 6:54 - loss: 307.2596 - logits_profile_predictions_loss: 302.8087 - logcount_predictions_loss: 0.3505 289/1626 [====>.........................] - ETA: 6:54 - loss: 307.2594 - logits_profile_predictions_loss: 302.8080 - logcount_predictions_loss: 0.3505 290/1626 [====>.........................] - ETA: 6:54 - loss: 307.2592 - logits_profile_predictions_loss: 302.8075 - logcount_predictions_loss: 0.3505 291/1626 [====>.........................] - ETA: 6:54 - loss: 307.2588 - logits_profile_predictions_loss: 302.8067 - logcount_predictions_loss: 0.3506 292/1626 [====>.........................] - ETA: 6:53 - loss: 307.2583 - logits_profile_predictions_loss: 302.8057 - logcount_predictions_loss: 0.3506 293/1626 [====>.........................] - ETA: 6:53 - loss: 307.2576 - logits_profile_predictions_loss: 302.8047 - logcount_predictions_loss: 0.3506 294/1626 [====>.........................] - ETA: 6:53 - loss: 307.2569 - logits_profile_predictions_loss: 302.8035 - logcount_predictions_loss: 0.3507 295/1626 [====>.........................] - ETA: 6:52 - loss: 307.2562 - logits_profile_predictions_loss: 302.8025 - logcount_predictions_loss: 0.3507 296/1626 [====>.........................] - ETA: 6:52 - loss: 307.2554 - logits_profile_predictions_loss: 302.8013 - logcount_predictions_loss: 0.3507 297/1626 [====>.........................] - ETA: 6:52 - loss: 307.2548 - logits_profile_predictions_loss: 302.8002 - logcount_predictions_loss: 0.3508 298/1626 [====>.........................] - ETA: 6:51 - loss: 307.2542 - logits_profile_predictions_loss: 302.7992 - logcount_predictions_loss: 0.3508 299/1626 [====>.........................] - ETA: 6:51 - loss: 307.2536 - logits_profile_predictions_loss: 302.7981 - logcount_predictions_loss: 0.3508 300/1626 [====>.........................] - ETA: 6:51 - loss: 307.2529 - logits_profile_predictions_loss: 302.7970 - logcount_predictions_loss: 0.3509 301/1626 [====>.........................] - ETA: 6:50 - loss: 307.2523 - logits_profile_predictions_loss: 302.7959 - logcount_predictions_loss: 0.3509 302/1626 [====>.........................] - ETA: 6:50 - loss: 307.2516 - logits_profile_predictions_loss: 302.7949 - logcount_predictions_loss: 0.3509 303/1626 [====>.........................] - ETA: 6:50 - loss: 307.2513 - logits_profile_predictions_loss: 302.7941 - logcount_predictions_loss: 0.3510 304/1626 [====>.........................] - ETA: 6:49 - loss: 307.2511 - logits_profile_predictions_loss: 302.7934 - logcount_predictions_loss: 0.3510 305/1626 [====>.........................] - ETA: 6:49 - loss: 307.2508 - logits_profile_predictions_loss: 302.7927 - logcount_predictions_loss: 0.3510 306/1626 [====>.........................] - ETA: 6:49 - loss: 307.2504 - logits_profile_predictions_loss: 302.7918 - logcount_predictions_loss: 0.3511 307/1626 [====>.........................] - ETA: 6:49 - loss: 307.2500 - logits_profile_predictions_loss: 302.7910 - logcount_predictions_loss: 0.3511 308/1626 [====>.........................] - ETA: 6:48 - loss: 307.2498 - logits_profile_predictions_loss: 302.7904 - logcount_predictions_loss: 0.3511 309/1626 [====>.........................] - ETA: 6:48 - loss: 307.2499 - logits_profile_predictions_loss: 302.7900 - logcount_predictions_loss: 0.3512 310/1626 [====>.........................] - ETA: 6:48 - loss: 307.2499 - logits_profile_predictions_loss: 302.7896 - logcount_predictions_loss: 0.3512 311/1626 [====>.........................] - ETA: 6:47 - loss: 307.2498 - logits_profile_predictions_loss: 302.7891 - logcount_predictions_loss: 0.3512 312/1626 [====>.........................] - ETA: 6:47 - loss: 307.2498 - logits_profile_predictions_loss: 302.7887 - logcount_predictions_loss: 0.3513 313/1626 [====>.........................] - ETA: 6:47 - loss: 307.2502 - logits_profile_predictions_loss: 302.7886 - logcount_predictions_loss: 0.3513 314/1626 [====>.........................] - ETA: 6:46 - loss: 307.2505 - logits_profile_predictions_loss: 302.7884 - logcount_predictions_loss: 0.3513 315/1626 [====>.........................] - ETA: 6:46 - loss: 307.2508 - logits_profile_predictions_loss: 302.7883 - logcount_predictions_loss: 0.3514 316/1626 [====>.........................] - ETA: 6:46 - loss: 307.2513 - logits_profile_predictions_loss: 302.7883 - logcount_predictions_loss: 0.3514 317/1626 [====>.........................] - ETA: 6:45 - loss: 307.2517 - logits_profile_predictions_loss: 302.7883 - logcount_predictions_loss: 0.3514 318/1626 [====>.........................] - ETA: 6:45 - loss: 307.2522 - logits_profile_predictions_loss: 302.7883 - logcount_predictions_loss: 0.3515 319/1626 [====>.........................] - ETA: 6:45 - loss: 307.2528 - logits_profile_predictions_loss: 302.7884 - logcount_predictions_loss: 0.3515 320/1626 [====>.........................] - ETA: 6:45 - loss: 307.2532 - logits_profile_predictions_loss: 302.7884 - logcount_predictions_loss: 0.3516 321/1626 [====>.........................] - ETA: 6:44 - loss: 307.2538 - logits_profile_predictions_loss: 302.7885 - logcount_predictions_loss: 0.3516 322/1626 [====>.........................] - ETA: 6:44 - loss: 307.2543 - logits_profile_predictions_loss: 302.7884 - logcount_predictions_loss: 0.3516 323/1626 [====>.........................] - ETA: 6:44 - loss: 307.2545 - logits_profile_predictions_loss: 302.7882 - logcount_predictions_loss: 0.3517 324/1626 [====>.........................] - ETA: 6:43 - loss: 307.2543 - logits_profile_predictions_loss: 302.7875 - logcount_predictions_loss: 0.3517 325/1626 [====>.........................] - ETA: 6:43 - loss: 307.2545 - logits_profile_predictions_loss: 302.7872 - logcount_predictions_loss: 0.3518 326/1626 [=====>........................] - ETA: 6:43 - loss: 307.2550 - logits_profile_predictions_loss: 302.7872 - logcount_predictions_loss: 0.3518 327/1626 [=====>........................] - ETA: 6:42 - loss: 307.2559 - logits_profile_predictions_loss: 302.7876 - logcount_predictions_loss: 0.3518 328/1626 [=====>........................] - ETA: 6:42 - loss: 307.2568 - logits_profile_predictions_loss: 302.7880 - logcount_predictions_loss: 0.3519 329/1626 [=====>........................] - ETA: 6:42 - loss: 307.2578 - logits_profile_predictions_loss: 302.7885 - logcount_predictions_loss: 0.3519 330/1626 [=====>........................] - ETA: 6:42 - loss: 307.2585 - logits_profile_predictions_loss: 302.7888 - logcount_predictions_loss: 0.3519 331/1626 [=====>........................] - ETA: 6:41 - loss: 307.2592 - logits_profile_predictions_loss: 302.7890 - logcount_predictions_loss: 0.3520 332/1626 [=====>........................] - ETA: 6:41 - loss: 307.2597 - logits_profile_predictions_loss: 302.7890 - logcount_predictions_loss: 0.3520 333/1626 [=====>........................] - ETA: 6:41 - loss: 307.2601 - logits_profile_predictions_loss: 302.7890 - logcount_predictions_loss: 0.3521 334/1626 [=====>........................] - ETA: 6:40 - loss: 307.2603 - logits_profile_predictions_loss: 302.7888 - logcount_predictions_loss: 0.3521 335/1626 [=====>........................] - ETA: 6:40 - loss: 307.2604 - logits_profile_predictions_loss: 302.7885 - logcount_predictions_loss: 0.3521 336/1626 [=====>........................] - ETA: 6:40 - loss: 307.2604 - logits_profile_predictions_loss: 302.7880 - logcount_predictions_loss: 0.3522 337/1626 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[======>.......................] - ETA: 6:19 - loss: 307.2319 - logits_profile_predictions_loss: 302.7369 - logcount_predictions_loss: 0.3539 403/1626 [======>.......................] - ETA: 6:19 - loss: 307.2312 - logits_profile_predictions_loss: 302.7358 - logcount_predictions_loss: 0.3540 404/1626 [======>.......................] - ETA: 6:19 - loss: 307.2302 - logits_profile_predictions_loss: 302.7345 - logcount_predictions_loss: 0.3540 405/1626 [======>.......................] - ETA: 6:18 - loss: 307.2290 - logits_profile_predictions_loss: 302.7331 - logcount_predictions_loss: 0.3540 406/1626 [======>.......................] - ETA: 6:18 - loss: 307.2279 - logits_profile_predictions_loss: 302.7316 - logcount_predictions_loss: 0.3540 407/1626 [======>.......................] - ETA: 6:18 - loss: 307.2269 - logits_profile_predictions_loss: 302.7304 - logcount_predictions_loss: 0.3541 408/1626 [======>.......................] - ETA: 6:17 - loss: 307.2259 - 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logits_profile_predictions_loss: 303.2824 - logcount_predictions_loss: 0.3620 1592/1626 [============================>.] - ETA: 10s - loss: 307.8807 - logits_profile_predictions_loss: 303.2828 - logcount_predictions_loss: 0.3620 1593/1626 [============================>.] - ETA: 10s - loss: 307.8811 - logits_profile_predictions_loss: 303.2831 - logcount_predictions_loss: 0.3620 1594/1626 [============================>.] - ETA: 9s - loss: 307.8815 - logits_profile_predictions_loss: 303.2835 - logcount_predictions_loss: 0.3620  1595/1626 [============================>.] - ETA: 9s - loss: 307.8819 - logits_profile_predictions_loss: 303.2839 - logcount_predictions_loss: 0.3620 1596/1626 [============================>.] - ETA: 9s - loss: 307.8822 - logits_profile_predictions_loss: 303.2842 - logcount_predictions_loss: 0.3620 1597/1626 [============================>.] - ETA: 9s - loss: 307.8826 - logits_profile_predictions_loss: 303.2846 - logcount_predictions_loss: 0.3620 1598/1626 [============================>.] - ETA: 8s - loss: 307.8830 - logits_profile_predictions_loss: 303.2850 - logcount_predictions_loss: 0.3620 1599/1626 [============================>.] - ETA: 8s - loss: 307.8833 - logits_profile_predictions_loss: 303.2853 - logcount_predictions_loss: 0.3620 1600/1626 [============================>.] - ETA: 8s - loss: 307.8837 - logits_profile_predictions_loss: 303.2857 - logcount_predictions_loss: 0.3620 1601/1626 [============================>.] - ETA: 7s - loss: 307.8841 - logits_profile_predictions_loss: 303.2860 - logcount_predictions_loss: 0.3620 1602/1626 [============================>.] - ETA: 7s - loss: 307.8844 - logits_profile_predictions_loss: 303.2864 - logcount_predictions_loss: 0.3620 1603/1626 [============================>.] - ETA: 7s - loss: 307.8848 - logits_profile_predictions_loss: 303.2868 - logcount_predictions_loss: 0.3620 1604/1626 [============================>.] - ETA: 6s - loss: 307.8852 - logits_profile_predictions_loss: 303.2871 - logcount_predictions_loss: 0.3620 1605/1626 [============================>.] - ETA: 6s - loss: 307.8856 - logits_profile_predictions_loss: 303.2875 - logcount_predictions_loss: 0.3620 1606/1626 [============================>.] - ETA: 6s - loss: 307.8859 - logits_profile_predictions_loss: 303.2879 - logcount_predictions_loss: 0.3620 1607/1626 [============================>.] - ETA: 5s - loss: 307.8864 - logits_profile_predictions_loss: 303.2883 - logcount_predictions_loss: 0.3620 1608/1626 [============================>.] - ETA: 5s - loss: 307.8867 - logits_profile_predictions_loss: 303.2887 - logcount_predictions_loss: 0.3621 1609/1626 [============================>.] - ETA: 5s - loss: 307.8871 - logits_profile_predictions_loss: 303.2891 - logcount_predictions_loss: 0.3621 1610/1626 [============================>.] - ETA: 4s - loss: 307.8875 - logits_profile_predictions_loss: 303.2894 - logcount_predictions_loss: 0.3621 1611/1626 [============================>.] - ETA: 4s - loss: 307.8879 - logits_profile_predictions_loss: 303.2898 - logcount_predictions_loss: 0.3621 1612/1626 [============================>.] - ETA: 4s - loss: 307.8882 - logits_profile_predictions_loss: 303.2902 - logcount_predictions_loss: 0.3621 1613/1626 [============================>.] - ETA: 4s - loss: 307.8886 - logits_profile_predictions_loss: 303.2905 - logcount_predictions_loss: 0.3621 1614/1626 [============================>.] - ETA: 3s - loss: 307.8890 - logits_profile_predictions_loss: 303.2909 - logcount_predictions_loss: 0.3621 1615/1626 [============================>.] - ETA: 3s - loss: 307.8893 - logits_profile_predictions_loss: 303.2912 - logcount_predictions_loss: 0.3621 1616/1626 [============================>.] - ETA: 3s - loss: 307.8897 - logits_profile_predictions_loss: 303.2916 - logcount_predictions_loss: 0.3621 1617/1626 [============================>.] - ETA: 2s - loss: 307.8900 - logits_profile_predictions_loss: 303.2920 - logcount_predictions_loss: 0.3621 1618/1626 [============================>.] - ETA: 2s - loss: 307.8904 - logits_profile_predictions_loss: 303.2923 - logcount_predictions_loss: 0.3621 1619/1626 [============================>.] - ETA: 2s - loss: 307.8908 - logits_profile_predictions_loss: 303.2927 - logcount_predictions_loss: 0.3621 1620/1626 [============================>.] - ETA: 1s - loss: 307.8912 - logits_profile_predictions_loss: 303.2931 - logcount_predictions_loss: 0.3621 1621/1626 [============================>.] - ETA: 1s - loss: 307.8916 - logits_profile_predictions_loss: 303.2935 - logcount_predictions_loss: 0.3621 1622/1626 [============================>.] - ETA: 1s - loss: 307.8920 - logits_profile_predictions_loss: 303.2938 - logcount_predictions_loss: 0.3621 1623/1626 [============================>.] - ETA: 0s - loss: 307.8923 - logits_profile_predictions_loss: 303.2942 - logcount_predictions_loss: 0.3621 1624/1626 [============================>.] - ETA: 0s - loss: 307.8927 - logits_profile_predictions_loss: 303.2946 - logcount_predictions_loss: 0.3621 1625/1626 [============================>.] - ETA: 0s - loss: 307.8931 - logits_profile_predictions_loss: 303.2949 - logcount_predictions_loss: 0.3621 1626/1626 [==============================] - ETA: 0s - loss: 307.8935 - logits_profile_predictions_loss: 303.2953 - logcount_predictions_loss: 0.3621 1626/1626 [==============================] - 526s 324ms/step - loss: 307.8938 - logits_profile_predictions_loss: 303.2957 - logcount_predictions_loss: 0.3621 - val_loss: 339.9545 - val_logits_profile_predictions_loss: 334.0109 - val_logcount_predictions_loss: 0.4680 Epoch 00011: val_loss did not improve from 339.24384 Epoch 12/50 1/1626 [..............................] - ETA: 8:37 - loss: 276.8784 - logits_profile_predictions_loss: 272.9025 - logcount_predictions_loss: 0.3131 2/1626 [..............................] - ETA: 8:19 - loss: 295.2668 - logits_profile_predictions_loss: 291.1193 - logcount_predictions_loss: 0.3266 3/1626 [..............................] - ETA: 8:19 - loss: 301.2672 - logits_profile_predictions_loss: 297.1081 - logcount_predictions_loss: 0.3275 4/1626 [..............................] - ETA: 8:20 - loss: 303.0329 - logits_profile_predictions_loss: 298.8977 - logcount_predictions_loss: 0.3256 5/1626 [..............................] - ETA: 8:19 - loss: 303.4764 - logits_profile_predictions_loss: 299.3295 - logcount_predictions_loss: 0.3265 6/1626 [..............................] - ETA: 8:19 - loss: 303.7292 - logits_profile_predictions_loss: 299.5819 - logcount_predictions_loss: 0.3266 7/1626 [..............................] - ETA: 8:19 - loss: 303.7764 - logits_profile_predictions_loss: 299.6506 - logcount_predictions_loss: 0.3249 8/1626 [..............................] - ETA: 8:19 - loss: 303.9339 - logits_profile_predictions_loss: 299.8112 - logcount_predictions_loss: 0.3246 9/1626 [..............................] - ETA: 8:18 - loss: 304.0391 - logits_profile_predictions_loss: 299.9136 - logcount_predictions_loss: 0.3248 10/1626 [..............................] - ETA: 8:18 - loss: 304.0516 - logits_profile_predictions_loss: 299.9342 - logcount_predictions_loss: 0.3242 11/1626 [..............................] - ETA: 8:18 - loss: 304.1962 - logits_profile_predictions_loss: 300.0853 - logcount_predictions_loss: 0.3237 12/1626 [..............................] - ETA: 8:18 - loss: 304.1532 - logits_profile_predictions_loss: 300.0484 - logcount_predictions_loss: 0.3232 13/1626 [..............................] - ETA: 8:17 - loss: 303.9376 - logits_profile_predictions_loss: 299.8388 - logcount_predictions_loss: 0.3227 14/1626 [..............................] - ETA: 8:17 - loss: 303.7465 - logits_profile_predictions_loss: 299.6446 - logcount_predictions_loss: 0.3230 15/1626 [..............................] - ETA: 8:17 - loss: 303.5068 - logits_profile_predictions_loss: 299.4018 - logcount_predictions_loss: 0.3232 16/1626 [..............................] - ETA: 8:16 - loss: 303.3743 - logits_profile_predictions_loss: 299.2714 - logcount_predictions_loss: 0.3231 17/1626 [..............................] - ETA: 8:16 - loss: 303.3036 - logits_profile_predictions_loss: 299.2015 - logcount_predictions_loss: 0.3230 18/1626 [..............................] - ETA: 8:16 - loss: 303.1454 - logits_profile_predictions_loss: 299.0447 - logcount_predictions_loss: 0.3229 19/1626 [..............................] - ETA: 8:16 - loss: 303.0655 - logits_profile_predictions_loss: 298.9671 - logcount_predictions_loss: 0.3227 20/1626 [..............................] - ETA: 8:15 - loss: 302.9868 - logits_profile_predictions_loss: 298.8889 - logcount_predictions_loss: 0.3227 21/1626 [..............................] - ETA: 8:15 - loss: 302.9539 - logits_profile_predictions_loss: 298.8580 - logcount_predictions_loss: 0.3225 22/1626 [..............................] - ETA: 8:15 - loss: 302.9588 - logits_profile_predictions_loss: 298.8654 - logcount_predictions_loss: 0.3223 23/1626 [..............................] - ETA: 8:15 - loss: 302.9513 - logits_profile_predictions_loss: 298.8583 - logcount_predictions_loss: 0.3223 24/1626 [..............................] - ETA: 8:14 - loss: 302.9248 - logits_profile_predictions_loss: 298.8314 - logcount_predictions_loss: 0.3223 25/1626 [..............................] - ETA: 8:14 - loss: 302.8673 - logits_profile_predictions_loss: 298.7721 - logcount_predictions_loss: 0.3225 26/1626 [..............................] - ETA: 8:14 - loss: 302.8292 - logits_profile_predictions_loss: 298.7277 - logcount_predictions_loss: 0.3230 27/1626 [..............................] - ETA: 8:14 - loss: 302.8226 - logits_profile_predictions_loss: 298.7140 - logcount_predictions_loss: 0.3235 28/1626 [..............................] - ETA: 8:13 - loss: 302.8479 - logits_profile_predictions_loss: 298.7332 - logcount_predictions_loss: 0.3240 29/1626 [..............................] - ETA: 8:13 - loss: 302.8520 - logits_profile_predictions_loss: 298.7294 - logcount_predictions_loss: 0.3246 30/1626 [..............................] - ETA: 8:13 - loss: 302.8701 - logits_profile_predictions_loss: 298.7412 - logcount_predictions_loss: 0.3251 31/1626 [..............................] - ETA: 8:13 - loss: 302.9065 - logits_profile_predictions_loss: 298.7711 - logcount_predictions_loss: 0.3256 32/1626 [..............................] - ETA: 8:12 - loss: 302.9464 - logits_profile_predictions_loss: 298.8022 - logcount_predictions_loss: 0.3263 33/1626 [..............................] - ETA: 8:12 - loss: 302.9809 - logits_profile_predictions_loss: 298.8266 - logcount_predictions_loss: 0.3271 34/1626 [..............................] - ETA: 8:12 - loss: 303.0264 - logits_profile_predictions_loss: 298.8612 - logcount_predictions_loss: 0.3280 35/1626 [..............................] - ETA: 8:11 - loss: 303.0989 - logits_profile_predictions_loss: 298.9229 - logcount_predictions_loss: 0.3288 36/1626 [..............................] - ETA: 8:11 - loss: 303.1815 - logits_profile_predictions_loss: 298.9929 - logcount_predictions_loss: 0.3298 37/1626 [..............................] - ETA: 8:11 - loss: 303.2567 - logits_profile_predictions_loss: 299.0572 - logcount_predictions_loss: 0.3307 38/1626 [..............................] - ETA: 8:11 - loss: 303.3227 - logits_profile_predictions_loss: 299.1117 - logcount_predictions_loss: 0.3316 39/1626 [..............................] - ETA: 8:10 - loss: 303.3770 - logits_profile_predictions_loss: 299.1538 - logcount_predictions_loss: 0.3325 40/1626 [..............................] - ETA: 8:10 - loss: 303.4253 - logits_profile_predictions_loss: 299.1894 - logcount_predictions_loss: 0.3335 41/1626 [..............................] - ETA: 8:10 - loss: 303.4706 - logits_profile_predictions_loss: 299.2234 - logcount_predictions_loss: 0.3344 42/1626 [..............................] - ETA: 8:09 - loss: 303.5078 - logits_profile_predictions_loss: 299.2495 - logcount_predictions_loss: 0.3353 43/1626 [..............................] - ETA: 8:09 - loss: 303.5383 - logits_profile_predictions_loss: 299.2699 - logcount_predictions_loss: 0.3361 44/1626 [..............................] - ETA: 8:09 - loss: 303.5656 - logits_profile_predictions_loss: 299.2883 - logcount_predictions_loss: 0.3368 45/1626 [..............................] - ETA: 8:09 - loss: 303.5774 - logits_profile_predictions_loss: 299.2911 - logcount_predictions_loss: 0.3375 46/1626 [..............................] - ETA: 8:08 - loss: 303.5910 - logits_profile_predictions_loss: 299.2955 - logcount_predictions_loss: 0.3382 47/1626 [..............................] - ETA: 8:08 - loss: 303.6066 - logits_profile_predictions_loss: 299.3022 - logcount_predictions_loss: 0.3389 48/1626 [..............................] - ETA: 8:08 - loss: 303.6249 - logits_profile_predictions_loss: 299.3125 - logcount_predictions_loss: 0.3396 49/1626 [..............................] - ETA: 8:07 - loss: 303.6397 - logits_profile_predictions_loss: 299.3189 - logcount_predictions_loss: 0.3402 50/1626 [..............................] - ETA: 8:07 - loss: 303.6512 - logits_profile_predictions_loss: 299.3215 - logcount_predictions_loss: 0.3409 51/1626 [..............................] - ETA: 8:07 - loss: 303.6549 - logits_profile_predictions_loss: 299.3170 - logcount_predictions_loss: 0.3416 52/1626 [..............................] - ETA: 8:07 - loss: 303.6751 - logits_profile_predictions_loss: 299.3288 - logcount_predictions_loss: 0.3422 53/1626 [..............................] - ETA: 8:06 - loss: 303.6987 - logits_profile_predictions_loss: 299.3438 - logcount_predictions_loss: 0.3429 54/1626 [..............................] - ETA: 8:06 - loss: 303.7217 - logits_profile_predictions_loss: 299.3589 - logcount_predictions_loss: 0.3435 55/1626 [>.............................] - ETA: 8:06 - loss: 303.7482 - logits_profile_predictions_loss: 299.3780 - logcount_predictions_loss: 0.3441 56/1626 [>.............................] - ETA: 8:05 - loss: 303.7752 - logits_profile_predictions_loss: 299.3978 - logcount_predictions_loss: 0.3447 57/1626 [>.............................] - ETA: 8:05 - loss: 303.7883 - logits_profile_predictions_loss: 299.4041 - logcount_predictions_loss: 0.3452 58/1626 [>.............................] - ETA: 8:05 - loss: 303.8015 - logits_profile_predictions_loss: 299.4111 - logcount_predictions_loss: 0.3457 59/1626 [>.............................] - ETA: 8:05 - loss: 303.8049 - logits_profile_predictions_loss: 299.4085 - logcount_predictions_loss: 0.3462 60/1626 [>.............................] - ETA: 8:04 - loss: 303.8092 - logits_profile_predictions_loss: 299.4072 - logcount_predictions_loss: 0.3466 61/1626 [>.............................] - ETA: 8:04 - loss: 303.8130 - logits_profile_predictions_loss: 299.4056 - logcount_predictions_loss: 0.3470 62/1626 [>.............................] - ETA: 8:04 - loss: 303.8167 - logits_profile_predictions_loss: 299.4042 - logcount_predictions_loss: 0.3474 63/1626 [>.............................] - ETA: 8:04 - loss: 303.8161 - logits_profile_predictions_loss: 299.3984 - logcount_predictions_loss: 0.3478 64/1626 [>.............................] - ETA: 8:03 - loss: 303.8188 - logits_profile_predictions_loss: 299.3963 - logcount_predictions_loss: 0.3482 65/1626 [>.............................] - ETA: 8:03 - loss: 303.8211 - logits_profile_predictions_loss: 299.3945 - logcount_predictions_loss: 0.3486 66/1626 [>.............................] - ETA: 8:03 - loss: 303.8254 - logits_profile_predictions_loss: 299.3947 - logcount_predictions_loss: 0.3489 67/1626 [>.............................] - ETA: 8:02 - loss: 303.8225 - logits_profile_predictions_loss: 299.3879 - logcount_predictions_loss: 0.3492 68/1626 [>.............................] - ETA: 8:02 - loss: 303.8124 - logits_profile_predictions_loss: 299.3742 - logcount_predictions_loss: 0.3495 69/1626 [>.............................] - ETA: 8:02 - loss: 303.8029 - logits_profile_predictions_loss: 299.3615 - logcount_predictions_loss: 0.3497 70/1626 [>.............................] - ETA: 8:01 - loss: 303.7994 - logits_profile_predictions_loss: 299.3549 - logcount_predictions_loss: 0.3500 71/1626 [>.............................] - ETA: 8:01 - loss: 303.7918 - logits_profile_predictions_loss: 299.3443 - logcount_predictions_loss: 0.3502 72/1626 [>.............................] - ETA: 8:01 - loss: 303.7811 - logits_profile_predictions_loss: 299.3308 - logcount_predictions_loss: 0.3504 73/1626 [>.............................] - ETA: 8:00 - loss: 303.7771 - logits_profile_predictions_loss: 299.3242 - logcount_predictions_loss: 0.3506 74/1626 [>.............................] - ETA: 8:00 - loss: 303.7645 - logits_profile_predictions_loss: 299.3093 - logcount_predictions_loss: 0.3508 75/1626 [>.............................] - ETA: 8:00 - loss: 303.7543 - logits_profile_predictions_loss: 299.2969 - logcount_predictions_loss: 0.3510 76/1626 [>.............................] - ETA: 8:00 - loss: 303.7428 - logits_profile_predictions_loss: 299.2833 - logcount_predictions_loss: 0.3511 77/1626 [>.............................] - ETA: 7:59 - loss: 303.7291 - logits_profile_predictions_loss: 299.2678 - logcount_predictions_loss: 0.3513 78/1626 [>.............................] - ETA: 7:59 - loss: 303.7162 - logits_profile_predictions_loss: 299.2533 - logcount_predictions_loss: 0.3514 79/1626 [>.............................] - ETA: 7:59 - loss: 303.7034 - logits_profile_predictions_loss: 299.2392 - logcount_predictions_loss: 0.3515 80/1626 [>.............................] - ETA: 7:58 - loss: 303.6925 - logits_profile_predictions_loss: 299.2271 - logcount_predictions_loss: 0.3516 81/1626 [>.............................] - ETA: 7:58 - loss: 303.6893 - logits_profile_predictions_loss: 299.2229 - logcount_predictions_loss: 0.3517 82/1626 [>.............................] - ETA: 7:58 - loss: 303.6882 - logits_profile_predictions_loss: 299.2209 - logcount_predictions_loss: 0.3518 83/1626 [>.............................] - ETA: 7:57 - loss: 303.6900 - logits_profile_predictions_loss: 299.2220 - logcount_predictions_loss: 0.3518 84/1626 [>.............................] - ETA: 7:57 - loss: 303.6899 - logits_profile_predictions_loss: 299.2212 - logcount_predictions_loss: 0.3519 85/1626 [>.............................] - ETA: 7:57 - loss: 303.6928 - logits_profile_predictions_loss: 299.2234 - logcount_predictions_loss: 0.3519 86/1626 [>.............................] - ETA: 7:57 - loss: 303.6967 - logits_profile_predictions_loss: 299.2267 - logcount_predictions_loss: 0.3520 87/1626 [>.............................] - ETA: 7:56 - loss: 303.7069 - logits_profile_predictions_loss: 299.2361 - logcount_predictions_loss: 0.3520 88/1626 [>.............................] - ETA: 7:56 - loss: 303.7157 - logits_profile_predictions_loss: 299.2442 - logcount_predictions_loss: 0.3521 89/1626 [>.............................] - ETA: 7:56 - loss: 303.7250 - logits_profile_predictions_loss: 299.2529 - logcount_predictions_loss: 0.3521 90/1626 [>.............................] - ETA: 7:55 - loss: 303.7340 - logits_profile_predictions_loss: 299.2615 - logcount_predictions_loss: 0.3522 91/1626 [>.............................] - ETA: 7:55 - loss: 303.7437 - logits_profile_predictions_loss: 299.2708 - logcount_predictions_loss: 0.3522 92/1626 [>.............................] - ETA: 7:55 - loss: 303.7497 - logits_profile_predictions_loss: 299.2765 - logcount_predictions_loss: 0.3522 93/1626 [>.............................] - ETA: 7:54 - loss: 303.7552 - logits_profile_predictions_loss: 299.2817 - logcount_predictions_loss: 0.3522 94/1626 [>.............................] - ETA: 7:54 - loss: 303.7613 - logits_profile_predictions_loss: 299.2876 - logcount_predictions_loss: 0.3523 95/1626 [>.............................] - ETA: 7:54 - 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102/1626 [>.............................] - ETA: 7:52 - loss: 303.8293 - logits_profile_predictions_loss: 299.3568 - logcount_predictions_loss: 0.3522 103/1626 [>.............................] - ETA: 7:51 - loss: 303.8361 - logits_profile_predictions_loss: 299.3638 - logcount_predictions_loss: 0.3521 104/1626 [>.............................] - ETA: 7:51 - loss: 303.8427 - logits_profile_predictions_loss: 299.3708 - logcount_predictions_loss: 0.3521 105/1626 [>.............................] - ETA: 7:51 - loss: 303.8491 - logits_profile_predictions_loss: 299.3775 - logcount_predictions_loss: 0.3521 106/1626 [>.............................] - ETA: 7:51 - loss: 303.8566 - logits_profile_predictions_loss: 299.3853 - logcount_predictions_loss: 0.3521 107/1626 [>.............................] - ETA: 7:50 - loss: 303.8649 - logits_profile_predictions_loss: 299.3937 - logcount_predictions_loss: 0.3521 108/1626 [>.............................] - ETA: 7:50 - loss: 303.8741 - 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[====>.........................] - ETA: 6:44 - loss: 305.7726 - logits_profile_predictions_loss: 301.3434 - logcount_predictions_loss: 0.3488 324/1626 [====>.........................] - ETA: 6:44 - loss: 305.7776 - logits_profile_predictions_loss: 301.3486 - logcount_predictions_loss: 0.3487 325/1626 [====>.........................] - ETA: 6:43 - loss: 305.7826 - logits_profile_predictions_loss: 301.3539 - logcount_predictions_loss: 0.3487 326/1626 [=====>........................] - ETA: 6:43 - loss: 305.7877 - logits_profile_predictions_loss: 301.3592 - logcount_predictions_loss: 0.3487 327/1626 [=====>........................] - ETA: 6:43 - loss: 305.7927 - logits_profile_predictions_loss: 301.3644 - logcount_predictions_loss: 0.3487 328/1626 [=====>........................] - ETA: 6:42 - loss: 305.7975 - logits_profile_predictions_loss: 301.3694 - logcount_predictions_loss: 0.3487 329/1626 [=====>........................] - ETA: 6:42 - loss: 305.8023 - 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[=====>........................] - ETA: 6:36 - loss: 305.8817 - logits_profile_predictions_loss: 301.4590 - logcount_predictions_loss: 0.3482 350/1626 [=====>........................] - ETA: 6:36 - loss: 305.8852 - logits_profile_predictions_loss: 301.4628 - logcount_predictions_loss: 0.3482 351/1626 [=====>........................] - ETA: 6:35 - loss: 305.8886 - logits_profile_predictions_loss: 301.4664 - logcount_predictions_loss: 0.3482 352/1626 [=====>........................] - ETA: 6:35 - loss: 305.8921 - logits_profile_predictions_loss: 301.4701 - logcount_predictions_loss: 0.3482 353/1626 [=====>........................] - ETA: 6:35 - loss: 305.8953 - logits_profile_predictions_loss: 301.4736 - logcount_predictions_loss: 0.3482 354/1626 [=====>........................] - ETA: 6:34 - loss: 305.8985 - logits_profile_predictions_loss: 301.4771 - logcount_predictions_loss: 0.3481 355/1626 [=====>........................] - ETA: 6:34 - loss: 305.9014 - 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[=====>........................] - ETA: 6:32 - loss: 305.9190 - logits_profile_predictions_loss: 301.4994 - logcount_predictions_loss: 0.3480 363/1626 [=====>........................] - ETA: 6:31 - loss: 305.9211 - logits_profile_predictions_loss: 301.5018 - logcount_predictions_loss: 0.3480 364/1626 [=====>........................] - ETA: 6:31 - loss: 305.9235 - logits_profile_predictions_loss: 301.5044 - logcount_predictions_loss: 0.3480 365/1626 [=====>........................] - ETA: 6:31 - loss: 305.9261 - logits_profile_predictions_loss: 301.5072 - logcount_predictions_loss: 0.3479 366/1626 [=====>........................] - ETA: 6:31 - loss: 305.9285 - logits_profile_predictions_loss: 301.5100 - logcount_predictions_loss: 0.3479 367/1626 [=====>........................] - ETA: 6:30 - loss: 305.9310 - logits_profile_predictions_loss: 301.5126 - logcount_predictions_loss: 0.3479 368/1626 [=====>........................] - ETA: 6:30 - loss: 305.9333 - 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[============================>.] - ETA: 13s - loss: 307.0608 - logits_profile_predictions_loss: 302.6721 - logcount_predictions_loss: 0.3456 1585/1626 [============================>.] - ETA: 12s - loss: 307.0608 - logits_profile_predictions_loss: 302.6721 - logcount_predictions_loss: 0.3456 1586/1626 [============================>.] - ETA: 12s - loss: 307.0608 - logits_profile_predictions_loss: 302.6721 - logcount_predictions_loss: 0.3456 1587/1626 [============================>.] - ETA: 12s - loss: 307.0608 - logits_profile_predictions_loss: 302.6721 - logcount_predictions_loss: 0.3456 1588/1626 [============================>.] - ETA: 11s - loss: 307.0608 - logits_profile_predictions_loss: 302.6721 - logcount_predictions_loss: 0.3456 1589/1626 [============================>.] - ETA: 11s - loss: 307.0608 - logits_profile_predictions_loss: 302.6721 - logcount_predictions_loss: 0.3456 1590/1626 [============================>.] - ETA: 11s - loss: 307.0608 - 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[============================>.] - ETA: 9s - loss: 307.0608 - logits_profile_predictions_loss: 302.6720 - logcount_predictions_loss: 0.3456 1598/1626 [============================>.] - ETA: 8s - loss: 307.0608 - logits_profile_predictions_loss: 302.6720 - logcount_predictions_loss: 0.3456 1599/1626 [============================>.] - ETA: 8s - loss: 307.0608 - logits_profile_predictions_loss: 302.6720 - logcount_predictions_loss: 0.3456 1600/1626 [============================>.] - ETA: 8s - loss: 307.0608 - logits_profile_predictions_loss: 302.6719 - logcount_predictions_loss: 0.3456 1601/1626 [============================>.] - ETA: 7s - loss: 307.0607 - logits_profile_predictions_loss: 302.6719 - logcount_predictions_loss: 0.3456 1602/1626 [============================>.] - ETA: 7s - loss: 307.0607 - logits_profile_predictions_loss: 302.6719 - logcount_predictions_loss: 0.3456 1603/1626 [============================>.] - ETA: 7s - loss: 307.0607 - logits_profile_predictions_loss: 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1617/1626 [============================>.] - ETA: 2s - loss: 307.0602 - logits_profile_predictions_loss: 302.6712 - logcount_predictions_loss: 0.3456 1618/1626 [============================>.] - ETA: 2s - loss: 307.0602 - logits_profile_predictions_loss: 302.6711 - logcount_predictions_loss: 0.3456 1619/1626 [============================>.] - ETA: 2s - loss: 307.0602 - logits_profile_predictions_loss: 302.6711 - logcount_predictions_loss: 0.3456 1620/1626 [============================>.] - ETA: 1s - loss: 307.0602 - logits_profile_predictions_loss: 302.6711 - logcount_predictions_loss: 0.3456 1621/1626 [============================>.] - ETA: 1s - loss: 307.0602 - logits_profile_predictions_loss: 302.6711 - logcount_predictions_loss: 0.3456 1622/1626 [============================>.] - ETA: 1s - loss: 307.0602 - logits_profile_predictions_loss: 302.6711 - logcount_predictions_loss: 0.3456 1623/1626 [============================>.] - ETA: 0s - loss: 307.0603 - logits_profile_predictions_loss: 302.6711 - logcount_predictions_loss: 0.3456 1624/1626 [============================>.] - ETA: 0s - loss: 307.0603 - logits_profile_predictions_loss: 302.6712 - logcount_predictions_loss: 0.3456 1625/1626 [============================>.] - ETA: 0s - loss: 307.0603 - logits_profile_predictions_loss: 302.6712 - logcount_predictions_loss: 0.3456 1626/1626 [==============================] - ETA: 0s - loss: 307.0604 - logits_profile_predictions_loss: 302.6712 - logcount_predictions_loss: 0.3456 1626/1626 [==============================] - 526s 324ms/step - loss: 307.0604 - logits_profile_predictions_loss: 302.6713 - logcount_predictions_loss: 0.3456 - val_loss: 340.2639 - val_logits_profile_predictions_loss: 334.2090 - val_logcount_predictions_loss: 0.4768 Epoch 00012: val_loss did not improve from 339.24384 Epoch 13/50 1/1626 [..............................] - ETA: 8:34 - loss: 331.7269 - logits_profile_predictions_loss: 327.3148 - 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[==>...........................] - ETA: 7:20 - loss: 306.2774 - logits_profile_predictions_loss: 302.4717 - logcount_predictions_loss: 0.2997 206/1626 [==>...........................] - ETA: 7:20 - loss: 306.2696 - logits_profile_predictions_loss: 302.4644 - logcount_predictions_loss: 0.2996 207/1626 [==>...........................] - ETA: 7:20 - loss: 306.2621 - logits_profile_predictions_loss: 302.4575 - logcount_predictions_loss: 0.2996 208/1626 [==>...........................] - ETA: 7:19 - loss: 306.2552 - logits_profile_predictions_loss: 302.4511 - logcount_predictions_loss: 0.2995 209/1626 [==>...........................] - ETA: 7:19 - loss: 306.2475 - logits_profile_predictions_loss: 302.4439 - logcount_predictions_loss: 0.2995 210/1626 [==>...........................] - ETA: 7:19 - loss: 306.2402 - logits_profile_predictions_loss: 302.4372 - logcount_predictions_loss: 0.2994 211/1626 [==>...........................] - ETA: 7:18 - loss: 306.2333 - 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[===>..........................] - ETA: 7:16 - loss: 306.1836 - logits_profile_predictions_loss: 302.3843 - logcount_predictions_loss: 0.2992 219/1626 [===>..........................] - ETA: 7:16 - loss: 306.1760 - logits_profile_predictions_loss: 302.3771 - logcount_predictions_loss: 0.2991 220/1626 [===>..........................] - ETA: 7:16 - loss: 306.1680 - logits_profile_predictions_loss: 302.3695 - logcount_predictions_loss: 0.2991 221/1626 [===>..........................] - ETA: 7:15 - loss: 306.1599 - logits_profile_predictions_loss: 302.3618 - logcount_predictions_loss: 0.2991 222/1626 [===>..........................] - ETA: 7:15 - loss: 306.1526 - logits_profile_predictions_loss: 302.3549 - logcount_predictions_loss: 0.2990 223/1626 [===>..........................] - ETA: 7:15 - loss: 306.1454 - logits_profile_predictions_loss: 302.3482 - logcount_predictions_loss: 0.2990 224/1626 [===>..........................] - ETA: 7:14 - loss: 306.1383 - 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[===>..........................] - ETA: 7:12 - loss: 306.0897 - logits_profile_predictions_loss: 302.2955 - logcount_predictions_loss: 0.2987 232/1626 [===>..........................] - ETA: 7:12 - loss: 306.0836 - logits_profile_predictions_loss: 302.2899 - logcount_predictions_loss: 0.2987 233/1626 [===>..........................] - ETA: 7:12 - loss: 306.0771 - logits_profile_predictions_loss: 302.2837 - logcount_predictions_loss: 0.2987 234/1626 [===>..........................] - ETA: 7:11 - loss: 306.0697 - logits_profile_predictions_loss: 302.2768 - logcount_predictions_loss: 0.2987 235/1626 [===>..........................] - ETA: 7:11 - loss: 306.0622 - logits_profile_predictions_loss: 302.2697 - logcount_predictions_loss: 0.2986 236/1626 [===>..........................] - ETA: 7:11 - loss: 306.0551 - logits_profile_predictions_loss: 302.2630 - logcount_predictions_loss: 0.2986 237/1626 [===>..........................] - ETA: 7:10 - loss: 306.0481 - 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[===>..........................] - ETA: 7:08 - loss: 306.0052 - logits_profile_predictions_loss: 302.2161 - logcount_predictions_loss: 0.2983 245/1626 [===>..........................] - ETA: 7:08 - loss: 305.9996 - logits_profile_predictions_loss: 302.2109 - logcount_predictions_loss: 0.2983 246/1626 [===>..........................] - ETA: 7:08 - loss: 305.9939 - logits_profile_predictions_loss: 302.2057 - logcount_predictions_loss: 0.2983 247/1626 [===>..........................] - ETA: 7:07 - loss: 305.9882 - logits_profile_predictions_loss: 302.2004 - logcount_predictions_loss: 0.2983 248/1626 [===>..........................] - ETA: 7:07 - loss: 305.9827 - logits_profile_predictions_loss: 302.1952 - logcount_predictions_loss: 0.2982 249/1626 [===>..........................] - ETA: 7:07 - loss: 305.9775 - logits_profile_predictions_loss: 302.1904 - logcount_predictions_loss: 0.2982 250/1626 [===>..........................] - ETA: 7:06 - loss: 305.9721 - logits_profile_predictions_loss: 302.1854 - logcount_predictions_loss: 0.2982 251/1626 [===>..........................] - ETA: 7:06 - loss: 305.9667 - logits_profile_predictions_loss: 302.1803 - logcount_predictions_loss: 0.2981 252/1626 [===>..........................] - ETA: 7:06 - loss: 305.9604 - logits_profile_predictions_loss: 302.1743 - logcount_predictions_loss: 0.2981 253/1626 [===>..........................] - ETA: 7:05 - loss: 305.9542 - logits_profile_predictions_loss: 302.1686 - logcount_predictions_loss: 0.2981 254/1626 [===>..........................] - ETA: 7:05 - loss: 305.9478 - logits_profile_predictions_loss: 302.1625 - logcount_predictions_loss: 0.2981 255/1626 [===>..........................] - ETA: 7:05 - loss: 305.9415 - logits_profile_predictions_loss: 302.1566 - logcount_predictions_loss: 0.2980 256/1626 [===>..........................] - ETA: 7:04 - loss: 305.9348 - logits_profile_predictions_loss: 302.1502 - logcount_predictions_loss: 0.2980 257/1626 [===>..........................] - ETA: 7:04 - loss: 305.9277 - logits_profile_predictions_loss: 302.1434 - logcount_predictions_loss: 0.2980 258/1626 [===>..........................] - ETA: 7:04 - loss: 305.9206 - logits_profile_predictions_loss: 302.1366 - logcount_predictions_loss: 0.2979 259/1626 [===>..........................] - ETA: 7:04 - loss: 305.9138 - logits_profile_predictions_loss: 302.1302 - logcount_predictions_loss: 0.2979 260/1626 [===>..........................] - ETA: 7:03 - loss: 305.9069 - logits_profile_predictions_loss: 302.1236 - logcount_predictions_loss: 0.2979 261/1626 [===>..........................] - ETA: 7:03 - loss: 305.9000 - logits_profile_predictions_loss: 302.1171 - logcount_predictions_loss: 0.2979 262/1626 [===>..........................] - ETA: 7:03 - loss: 305.8933 - logits_profile_predictions_loss: 302.1107 - logcount_predictions_loss: 0.2978 263/1626 [===>..........................] - ETA: 7:02 - loss: 305.8869 - logits_profile_predictions_loss: 302.1047 - logcount_predictions_loss: 0.2978 264/1626 [===>..........................] - ETA: 7:02 - loss: 305.8805 - logits_profile_predictions_loss: 302.0986 - logcount_predictions_loss: 0.2978 265/1626 [===>..........................] - ETA: 7:02 - loss: 305.8737 - logits_profile_predictions_loss: 302.0921 - logcount_predictions_loss: 0.2978 266/1626 [===>..........................] - ETA: 7:01 - loss: 305.8669 - logits_profile_predictions_loss: 302.0856 - logcount_predictions_loss: 0.2977 267/1626 [===>..........................] - ETA: 7:01 - loss: 305.8601 - logits_profile_predictions_loss: 302.0791 - logcount_predictions_loss: 0.2977 268/1626 [===>..........................] - ETA: 7:01 - loss: 305.8536 - logits_profile_predictions_loss: 302.0729 - logcount_predictions_loss: 0.2977 269/1626 [===>..........................] - ETA: 7:00 - loss: 305.8472 - logits_profile_predictions_loss: 302.0668 - logcount_predictions_loss: 0.2977 270/1626 [===>..........................] - ETA: 7:00 - loss: 305.8407 - logits_profile_predictions_loss: 302.0606 - logcount_predictions_loss: 0.2976 271/1626 [====>.........................] - ETA: 7:00 - loss: 305.8341 - logits_profile_predictions_loss: 302.0542 - logcount_predictions_loss: 0.2976 272/1626 [====>.........................] - ETA: 7:00 - loss: 305.8277 - logits_profile_predictions_loss: 302.0481 - logcount_predictions_loss: 0.2976 273/1626 [====>.........................] - ETA: 6:59 - loss: 305.8217 - logits_profile_predictions_loss: 302.0425 - logcount_predictions_loss: 0.2976 274/1626 [====>.........................] - ETA: 6:59 - loss: 305.8157 - logits_profile_predictions_loss: 302.0368 - logcount_predictions_loss: 0.2976 275/1626 [====>.........................] - ETA: 6:59 - loss: 305.8099 - logits_profile_predictions_loss: 302.0312 - logcount_predictions_loss: 0.2975 276/1626 [====>.........................] - ETA: 6:58 - loss: 305.8047 - logits_profile_predictions_loss: 302.0264 - logcount_predictions_loss: 0.2975 277/1626 [====>.........................] - ETA: 6:58 - loss: 305.7998 - logits_profile_predictions_loss: 302.0218 - logcount_predictions_loss: 0.2975 278/1626 [====>.........................] - ETA: 6:58 - loss: 305.7950 - logits_profile_predictions_loss: 302.0173 - logcount_predictions_loss: 0.2975 279/1626 [====>.........................] - ETA: 6:57 - loss: 305.7899 - logits_profile_predictions_loss: 302.0125 - logcount_predictions_loss: 0.2974 280/1626 [====>.........................] - ETA: 6:57 - loss: 305.7849 - logits_profile_predictions_loss: 302.0079 - logcount_predictions_loss: 0.2974 281/1626 [====>.........................] - ETA: 6:57 - loss: 305.7800 - logits_profile_predictions_loss: 302.0033 - logcount_predictions_loss: 0.2974 282/1626 [====>.........................] - ETA: 6:56 - loss: 305.7748 - logits_profile_predictions_loss: 301.9984 - logcount_predictions_loss: 0.2973 283/1626 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[===========================>..] - ETA: 25s - loss: 303.7799 - logits_profile_predictions_loss: 300.1100 - logcount_predictions_loss: 0.2890 1545/1626 [===========================>..] - ETA: 25s - loss: 303.7793 - logits_profile_predictions_loss: 300.1094 - logcount_predictions_loss: 0.2890 1546/1626 [===========================>..] - ETA: 24s - loss: 303.7787 - logits_profile_predictions_loss: 300.1088 - logcount_predictions_loss: 0.2890 1547/1626 [===========================>..] - ETA: 24s - loss: 303.7781 - logits_profile_predictions_loss: 300.1082 - logcount_predictions_loss: 0.2890 1548/1626 [===========================>..] - ETA: 24s - loss: 303.7774 - logits_profile_predictions_loss: 300.1077 - logcount_predictions_loss: 0.2890 1549/1626 [===========================>..] - ETA: 23s - loss: 303.7768 - logits_profile_predictions_loss: 300.1071 - logcount_predictions_loss: 0.2889 1550/1626 [===========================>..] - ETA: 23s - loss: 303.7762 - logits_profile_predictions_loss: 300.1065 - logcount_predictions_loss: 0.2889 1551/1626 [===========================>..] - ETA: 23s - loss: 303.7756 - logits_profile_predictions_loss: 300.1060 - logcount_predictions_loss: 0.2889 1552/1626 [===========================>..] - ETA: 22s - loss: 303.7750 - logits_profile_predictions_loss: 300.1054 - logcount_predictions_loss: 0.2889 1553/1626 [===========================>..] - ETA: 22s - loss: 303.7744 - logits_profile_predictions_loss: 300.1048 - logcount_predictions_loss: 0.2889 1554/1626 [===========================>..] - ETA: 22s - loss: 303.7738 - logits_profile_predictions_loss: 300.1043 - logcount_predictions_loss: 0.2889 1555/1626 [===========================>..] - ETA: 22s - loss: 303.7731 - logits_profile_predictions_loss: 300.1037 - logcount_predictions_loss: 0.2889 1556/1626 [===========================>..] - ETA: 21s - loss: 303.7725 - logits_profile_predictions_loss: 300.1031 - logcount_predictions_loss: 0.2889 1557/1626 [===========================>..] - ETA: 21s - loss: 303.7719 - logits_profile_predictions_loss: 300.1025 - logcount_predictions_loss: 0.2889 1558/1626 [===========================>..] - ETA: 21s - loss: 303.7712 - logits_profile_predictions_loss: 300.1019 - logcount_predictions_loss: 0.2889 1559/1626 [===========================>..] - ETA: 20s - loss: 303.7706 - logits_profile_predictions_loss: 300.1013 - logcount_predictions_loss: 0.2889 1560/1626 [===========================>..] - ETA: 20s - loss: 303.7700 - logits_profile_predictions_loss: 300.1007 - logcount_predictions_loss: 0.2889 1561/1626 [===========================>..] - ETA: 20s - loss: 303.7694 - logits_profile_predictions_loss: 300.1002 - logcount_predictions_loss: 0.2889 1562/1626 [===========================>..] - ETA: 19s - loss: 303.7688 - logits_profile_predictions_loss: 300.0996 - logcount_predictions_loss: 0.2889 1563/1626 [===========================>..] - ETA: 19s - loss: 303.7682 - 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[===========================>..] - ETA: 17s - loss: 303.7642 - logits_profile_predictions_loss: 300.0954 - logcount_predictions_loss: 0.2889 1571/1626 [===========================>..] - ETA: 17s - loss: 303.7636 - logits_profile_predictions_loss: 300.0949 - logcount_predictions_loss: 0.2889 1572/1626 [============================>.] - ETA: 16s - loss: 303.7631 - logits_profile_predictions_loss: 300.0943 - logcount_predictions_loss: 0.2889 1573/1626 [============================>.] - ETA: 16s - loss: 303.7625 - logits_profile_predictions_loss: 300.0938 - logcount_predictions_loss: 0.2889 1574/1626 [============================>.] - ETA: 16s - loss: 303.7620 - logits_profile_predictions_loss: 300.0933 - logcount_predictions_loss: 0.2889 1575/1626 [============================>.] - ETA: 15s - loss: 303.7614 - logits_profile_predictions_loss: 300.0928 - logcount_predictions_loss: 0.2889 1576/1626 [============================>.] - ETA: 15s - loss: 303.7609 - logits_profile_predictions_loss: 300.0923 - logcount_predictions_loss: 0.2889 1577/1626 [============================>.] - ETA: 15s - loss: 303.7603 - logits_profile_predictions_loss: 300.0918 - logcount_predictions_loss: 0.2888 1578/1626 [============================>.] - ETA: 14s - loss: 303.7598 - logits_profile_predictions_loss: 300.0913 - logcount_predictions_loss: 0.2888 1579/1626 [============================>.] - ETA: 14s - loss: 303.7592 - logits_profile_predictions_loss: 300.0908 - logcount_predictions_loss: 0.2888 1580/1626 [============================>.] - ETA: 14s - loss: 303.7587 - logits_profile_predictions_loss: 300.0904 - logcount_predictions_loss: 0.2888 1581/1626 [============================>.] - ETA: 13s - loss: 303.7582 - logits_profile_predictions_loss: 300.0899 - logcount_predictions_loss: 0.2888 1582/1626 [============================>.] - ETA: 13s - loss: 303.7576 - logits_profile_predictions_loss: 300.0894 - logcount_predictions_loss: 0.2888 1583/1626 [============================>.] - ETA: 13s - loss: 303.7571 - logits_profile_predictions_loss: 300.0889 - logcount_predictions_loss: 0.2888 1584/1626 [============================>.] - ETA: 13s - loss: 303.7566 - logits_profile_predictions_loss: 300.0884 - logcount_predictions_loss: 0.2888 1585/1626 [============================>.] - ETA: 12s - loss: 303.7560 - logits_profile_predictions_loss: 300.0879 - logcount_predictions_loss: 0.2888 1586/1626 [============================>.] - ETA: 12s - loss: 303.7555 - logits_profile_predictions_loss: 300.0874 - logcount_predictions_loss: 0.2888 1587/1626 [============================>.] - ETA: 12s - loss: 303.7549 - logits_profile_predictions_loss: 300.0869 - logcount_predictions_loss: 0.2888 1588/1626 [============================>.] - ETA: 11s - loss: 303.7544 - logits_profile_predictions_loss: 300.0864 - logcount_predictions_loss: 0.2888 1589/1626 [============================>.] - ETA: 11s - loss: 303.7538 - logits_profile_predictions_loss: 300.0859 - logcount_predictions_loss: 0.2888 1590/1626 [============================>.] - ETA: 11s - loss: 303.7533 - logits_profile_predictions_loss: 300.0853 - logcount_predictions_loss: 0.2888 1591/1626 [============================>.] - ETA: 10s - loss: 303.7527 - logits_profile_predictions_loss: 300.0848 - logcount_predictions_loss: 0.2888 1592/1626 [============================>.] - ETA: 10s - loss: 303.7522 - logits_profile_predictions_loss: 300.0843 - logcount_predictions_loss: 0.2888 1593/1626 [============================>.] - ETA: 10s - loss: 303.7516 - logits_profile_predictions_loss: 300.0838 - logcount_predictions_loss: 0.2888 1594/1626 [============================>.] - ETA: 9s - loss: 303.7510 - logits_profile_predictions_loss: 300.0833 - logcount_predictions_loss: 0.2888  1595/1626 [============================>.] - ETA: 9s - loss: 303.7505 - logits_profile_predictions_loss: 300.0828 - logcount_predictions_loss: 0.2888 1596/1626 [============================>.] - ETA: 9s - loss: 303.7499 - logits_profile_predictions_loss: 300.0823 - logcount_predictions_loss: 0.2888 1597/1626 [============================>.] - ETA: 9s - loss: 303.7494 - logits_profile_predictions_loss: 300.0817 - logcount_predictions_loss: 0.2888 1598/1626 [============================>.] - ETA: 8s - loss: 303.7488 - logits_profile_predictions_loss: 300.0812 - logcount_predictions_loss: 0.2888 1599/1626 [============================>.] - ETA: 8s - loss: 303.7483 - logits_profile_predictions_loss: 300.0807 - logcount_predictions_loss: 0.2888 1600/1626 [============================>.] - ETA: 8s - loss: 303.7477 - logits_profile_predictions_loss: 300.0802 - logcount_predictions_loss: 0.2888 1601/1626 [============================>.] - ETA: 7s - loss: 303.7472 - logits_profile_predictions_loss: 300.0797 - logcount_predictions_loss: 0.2888 1602/1626 [============================>.] - ETA: 7s - loss: 303.7466 - logits_profile_predictions_loss: 300.0792 - logcount_predictions_loss: 0.2888 1603/1626 [============================>.] - ETA: 7s - loss: 303.7461 - logits_profile_predictions_loss: 300.0787 - logcount_predictions_loss: 0.2888 1604/1626 [============================>.] - ETA: 6s - loss: 303.7456 - logits_profile_predictions_loss: 300.0783 - logcount_predictions_loss: 0.2888 1605/1626 [============================>.] - ETA: 6s - loss: 303.7450 - logits_profile_predictions_loss: 300.0778 - logcount_predictions_loss: 0.2888 1606/1626 [============================>.] - ETA: 6s - loss: 303.7445 - logits_profile_predictions_loss: 300.0773 - logcount_predictions_loss: 0.2887 1607/1626 [============================>.] - ETA: 5s - loss: 303.7439 - logits_profile_predictions_loss: 300.0767 - logcount_predictions_loss: 0.2887 1608/1626 [============================>.] - ETA: 5s - loss: 303.7434 - logits_profile_predictions_loss: 300.0762 - logcount_predictions_loss: 0.2887 1609/1626 [============================>.] - ETA: 5s - loss: 303.7428 - logits_profile_predictions_loss: 300.0757 - logcount_predictions_loss: 0.2887 1610/1626 [============================>.] - ETA: 4s - loss: 303.7422 - logits_profile_predictions_loss: 300.0752 - logcount_predictions_loss: 0.2887 1611/1626 [============================>.] - ETA: 4s - loss: 303.7417 - logits_profile_predictions_loss: 300.0747 - logcount_predictions_loss: 0.2887 1612/1626 [============================>.] - ETA: 4s - loss: 303.7411 - logits_profile_predictions_loss: 300.0742 - logcount_predictions_loss: 0.2887 1613/1626 [============================>.] - ETA: 4s - loss: 303.7406 - logits_profile_predictions_loss: 300.0737 - logcount_predictions_loss: 0.2887 1614/1626 [============================>.] - ETA: 3s - loss: 303.7400 - logits_profile_predictions_loss: 300.0732 - logcount_predictions_loss: 0.2887 1615/1626 [============================>.] - ETA: 3s - loss: 303.7395 - logits_profile_predictions_loss: 300.0726 - logcount_predictions_loss: 0.2887 1616/1626 [============================>.] - ETA: 3s - loss: 303.7389 - logits_profile_predictions_loss: 300.0721 - logcount_predictions_loss: 0.2887 1617/1626 [============================>.] - ETA: 2s - loss: 303.7384 - logits_profile_predictions_loss: 300.0716 - logcount_predictions_loss: 0.2887 1618/1626 [============================>.] - ETA: 2s - loss: 303.7378 - logits_profile_predictions_loss: 300.0711 - logcount_predictions_loss: 0.2887 1619/1626 [============================>.] - ETA: 2s - loss: 303.7372 - logits_profile_predictions_loss: 300.0706 - logcount_predictions_loss: 0.2887 1620/1626 [============================>.] - ETA: 1s - loss: 303.7367 - logits_profile_predictions_loss: 300.0701 - logcount_predictions_loss: 0.2887 1621/1626 [============================>.] - ETA: 1s - loss: 303.7362 - logits_profile_predictions_loss: 300.0696 - logcount_predictions_loss: 0.2887 1622/1626 [============================>.] - ETA: 1s - loss: 303.7356 - logits_profile_predictions_loss: 300.0691 - logcount_predictions_loss: 0.2887 1623/1626 [============================>.] - ETA: 0s - loss: 303.7351 - logits_profile_predictions_loss: 300.0686 - logcount_predictions_loss: 0.2887 1624/1626 [============================>.] - ETA: 0s - loss: 303.7345 - logits_profile_predictions_loss: 300.0681 - logcount_predictions_loss: 0.2887 1625/1626 [============================>.] - ETA: 0s - loss: 303.7340 - logits_profile_predictions_loss: 300.0676 - logcount_predictions_loss: 0.2887 1626/1626 [==============================] - ETA: 0s - loss: 303.7334 - logits_profile_predictions_loss: 300.0671 - logcount_predictions_loss: 0.2887 1626/1626 [==============================] - 526s 324ms/step - loss: 303.7329 - logits_profile_predictions_loss: 300.0666 - logcount_predictions_loss: 0.2887 - val_loss: 341.0490 - val_logits_profile_predictions_loss: 334.6043 - val_logcount_predictions_loss: 0.5075 Epoch 00013: val_loss did not improve from 339.24384 Epoch 14/50 1/1626 [..............................] - ETA: 8:32 - loss: 312.6771 - logits_profile_predictions_loss: 308.4150 - logcount_predictions_loss: 0.3356 2/1626 [..............................] - ETA: 8:19 - loss: 321.8641 - logits_profile_predictions_loss: 317.7503 - logcount_predictions_loss: 0.3239 3/1626 [..............................] - ETA: 8:19 - loss: 321.6676 - logits_profile_predictions_loss: 317.6104 - logcount_predictions_loss: 0.3195 4/1626 [..............................] - ETA: 8:20 - loss: 319.2209 - logits_profile_predictions_loss: 315.2388 - logcount_predictions_loss: 0.3136 5/1626 [..............................] - ETA: 8:20 - loss: 317.4138 - logits_profile_predictions_loss: 313.5213 - logcount_predictions_loss: 0.3065 6/1626 [..............................] - ETA: 8:19 - loss: 315.9697 - logits_profile_predictions_loss: 312.1644 - logcount_predictions_loss: 0.2996 7/1626 [..............................] - ETA: 8:19 - loss: 314.2601 - logits_profile_predictions_loss: 310.5015 - logcount_predictions_loss: 0.2960 8/1626 [..............................] - ETA: 8:19 - loss: 312.9398 - logits_profile_predictions_loss: 309.2128 - logcount_predictions_loss: 0.2935 9/1626 [..............................] - ETA: 8:19 - loss: 311.4913 - logits_profile_predictions_loss: 307.7895 - logcount_predictions_loss: 0.2915 10/1626 [..............................] - ETA: 8:18 - loss: 310.2976 - logits_profile_predictions_loss: 306.6258 - logcount_predictions_loss: 0.2891 11/1626 [..............................] - ETA: 8:18 - loss: 309.0664 - logits_profile_predictions_loss: 305.4147 - logcount_predictions_loss: 0.2875 12/1626 [..............................] - ETA: 8:18 - loss: 308.0295 - logits_profile_predictions_loss: 304.3992 - logcount_predictions_loss: 0.2858 13/1626 [..............................] - ETA: 8:17 - loss: 307.2080 - logits_profile_predictions_loss: 303.5984 - logcount_predictions_loss: 0.2842 14/1626 [..............................] - ETA: 8:17 - loss: 306.3508 - logits_profile_predictions_loss: 302.7611 - logcount_predictions_loss: 0.2827 15/1626 [..............................] - ETA: 8:17 - loss: 305.4716 - logits_profile_predictions_loss: 301.9032 - logcount_predictions_loss: 0.2810 16/1626 [..............................] - ETA: 8:17 - loss: 304.8139 - logits_profile_predictions_loss: 301.2644 - logcount_predictions_loss: 0.2795 17/1626 [..............................] - ETA: 8:16 - loss: 304.2415 - logits_profile_predictions_loss: 300.7094 - logcount_predictions_loss: 0.2781 18/1626 [..............................] - ETA: 8:16 - loss: 303.6996 - logits_profile_predictions_loss: 300.1842 - logcount_predictions_loss: 0.2768 19/1626 [..............................] - ETA: 8:16 - loss: 303.2617 - logits_profile_predictions_loss: 299.7631 - logcount_predictions_loss: 0.2755 20/1626 [..............................] - ETA: 8:15 - loss: 302.8534 - logits_profile_predictions_loss: 299.3700 - logcount_predictions_loss: 0.2743 21/1626 [..............................] - ETA: 8:15 - loss: 302.4607 - logits_profile_predictions_loss: 298.9907 - logcount_predictions_loss: 0.2732 22/1626 [..............................] - ETA: 8:15 - loss: 302.0676 - logits_profile_predictions_loss: 298.6110 - logcount_predictions_loss: 0.2722 23/1626 [..............................] - ETA: 8:15 - loss: 301.7387 - logits_profile_predictions_loss: 298.2932 - logcount_predictions_loss: 0.2713 24/1626 [..............................] - ETA: 8:14 - loss: 301.4636 - logits_profile_predictions_loss: 298.0282 - logcount_predictions_loss: 0.2705 25/1626 [..............................] - ETA: 8:14 - loss: 301.2003 - logits_profile_predictions_loss: 297.7722 - logcount_predictions_loss: 0.2699 26/1626 [..............................] - ETA: 8:14 - loss: 300.9921 - logits_profile_predictions_loss: 297.5716 - logcount_predictions_loss: 0.2693 27/1626 [..............................] - ETA: 8:13 - loss: 300.8283 - logits_profile_predictions_loss: 297.4137 - logcount_predictions_loss: 0.2689 28/1626 [..............................] - ETA: 8:13 - loss: 300.6417 - logits_profile_predictions_loss: 297.2326 - logcount_predictions_loss: 0.2684 29/1626 [..............................] - ETA: 8:13 - loss: 300.4334 - logits_profile_predictions_loss: 297.0291 - logcount_predictions_loss: 0.2681 30/1626 [..............................] - ETA: 8:13 - loss: 300.2966 - logits_profile_predictions_loss: 296.8969 - logcount_predictions_loss: 0.2677 31/1626 [..............................] - ETA: 8:12 - loss: 300.1799 - logits_profile_predictions_loss: 296.7848 - logcount_predictions_loss: 0.2673 32/1626 [..............................] - ETA: 8:12 - loss: 300.0739 - logits_profile_predictions_loss: 296.6830 - logcount_predictions_loss: 0.2670 33/1626 [..............................] - ETA: 8:12 - loss: 299.9984 - logits_profile_predictions_loss: 296.6100 - logcount_predictions_loss: 0.2668 34/1626 [..............................] - ETA: 8:12 - loss: 299.9359 - logits_profile_predictions_loss: 296.5501 - logcount_predictions_loss: 0.2666 35/1626 [..............................] - ETA: 8:11 - loss: 299.8790 - logits_profile_predictions_loss: 296.4963 - logcount_predictions_loss: 0.2664 36/1626 [..............................] - ETA: 8:11 - loss: 299.8111 - logits_profile_predictions_loss: 296.4311 - logcount_predictions_loss: 0.2661 37/1626 [..............................] - ETA: 8:11 - loss: 299.7308 - logits_profile_predictions_loss: 296.3539 - logcount_predictions_loss: 0.2659 38/1626 [..............................] - ETA: 8:11 - loss: 299.6793 - logits_profile_predictions_loss: 296.3057 - logcount_predictions_loss: 0.2656 39/1626 [..............................] - ETA: 8:10 - loss: 299.6502 - logits_profile_predictions_loss: 296.2803 - logcount_predictions_loss: 0.2653 40/1626 [..............................] - ETA: 8:10 - loss: 299.6172 - logits_profile_predictions_loss: 296.2501 - logcount_predictions_loss: 0.2651 41/1626 [..............................] - ETA: 8:10 - loss: 299.5744 - logits_profile_predictions_loss: 296.2101 - logcount_predictions_loss: 0.2649 42/1626 [..............................] - ETA: 8:09 - loss: 299.5249 - logits_profile_predictions_loss: 296.1632 - logcount_predictions_loss: 0.2647 43/1626 [..............................] - ETA: 8:09 - loss: 299.4719 - logits_profile_predictions_loss: 296.1133 - logcount_predictions_loss: 0.2645 44/1626 [..............................] - ETA: 8:09 - loss: 299.4196 - logits_profile_predictions_loss: 296.0641 - logcount_predictions_loss: 0.2642 45/1626 [..............................] - ETA: 8:09 - loss: 299.3847 - logits_profile_predictions_loss: 296.0325 - logcount_predictions_loss: 0.2639 46/1626 [..............................] - ETA: 8:08 - loss: 299.3559 - logits_profile_predictions_loss: 296.0072 - logcount_predictions_loss: 0.2637 47/1626 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[===>..........................] - ETA: 7:00 - loss: 298.7008 - logits_profile_predictions_loss: 295.4796 - logcount_predictions_loss: 0.2536 270/1626 [===>..........................] - ETA: 7:00 - loss: 298.7066 - logits_profile_predictions_loss: 295.4853 - logcount_predictions_loss: 0.2536 271/1626 [====>.........................] - ETA: 7:00 - loss: 298.7122 - logits_profile_predictions_loss: 295.4908 - logcount_predictions_loss: 0.2537 272/1626 [====>.........................] - ETA: 7:00 - loss: 298.7181 - logits_profile_predictions_loss: 295.4966 - logcount_predictions_loss: 0.2537 273/1626 [====>.........................] - ETA: 6:59 - loss: 298.7245 - logits_profile_predictions_loss: 295.5030 - logcount_predictions_loss: 0.2537 274/1626 [====>.........................] - ETA: 6:59 - loss: 298.7311 - logits_profile_predictions_loss: 295.5094 - logcount_predictions_loss: 0.2537 275/1626 [====>.........................] - ETA: 6:59 - loss: 298.7376 - 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[====>.........................] - ETA: 6:56 - loss: 298.7792 - logits_profile_predictions_loss: 295.5569 - logcount_predictions_loss: 0.2537 283/1626 [====>.........................] - ETA: 6:56 - loss: 298.7841 - logits_profile_predictions_loss: 295.5618 - logcount_predictions_loss: 0.2537 284/1626 [====>.........................] - ETA: 6:56 - loss: 298.7886 - logits_profile_predictions_loss: 295.5662 - logcount_predictions_loss: 0.2537 285/1626 [====>.........................] - ETA: 6:56 - loss: 298.7928 - logits_profile_predictions_loss: 295.5704 - logcount_predictions_loss: 0.2537 286/1626 [====>.........................] - ETA: 6:55 - loss: 298.7971 - logits_profile_predictions_loss: 295.5747 - logcount_predictions_loss: 0.2537 287/1626 [====>.........................] - ETA: 6:55 - loss: 298.8013 - logits_profile_predictions_loss: 295.5788 - logcount_predictions_loss: 0.2537 288/1626 [====>.........................] - ETA: 6:55 - loss: 298.8052 - logits_profile_predictions_loss: 295.5826 - logcount_predictions_loss: 0.2537 289/1626 [====>.........................] - ETA: 6:54 - loss: 298.8088 - logits_profile_predictions_loss: 295.5862 - logcount_predictions_loss: 0.2538 290/1626 [====>.........................] - ETA: 6:54 - loss: 298.8121 - logits_profile_predictions_loss: 295.5894 - logcount_predictions_loss: 0.2538 291/1626 [====>.........................] - ETA: 6:54 - loss: 298.8156 - logits_profile_predictions_loss: 295.5929 - logcount_predictions_loss: 0.2538 292/1626 [====>.........................] - ETA: 6:53 - loss: 298.8192 - logits_profile_predictions_loss: 295.5964 - logcount_predictions_loss: 0.2538 293/1626 [====>.........................] - ETA: 6:53 - loss: 298.8228 - logits_profile_predictions_loss: 295.6000 - logcount_predictions_loss: 0.2538 294/1626 [====>.........................] - ETA: 6:53 - loss: 298.8268 - logits_profile_predictions_loss: 295.6038 - logcount_predictions_loss: 0.2538 295/1626 [====>.........................] - ETA: 6:53 - loss: 298.8304 - logits_profile_predictions_loss: 295.6073 - logcount_predictions_loss: 0.2538 296/1626 [====>.........................] - ETA: 6:52 - loss: 298.8341 - logits_profile_predictions_loss: 295.6110 - logcount_predictions_loss: 0.2538 297/1626 [====>.........................] - ETA: 6:52 - loss: 298.8375 - logits_profile_predictions_loss: 295.6143 - logcount_predictions_loss: 0.2538 298/1626 [====>.........................] - ETA: 6:52 - loss: 298.8410 - logits_profile_predictions_loss: 295.6177 - logcount_predictions_loss: 0.2538 299/1626 [====>.........................] - ETA: 6:51 - loss: 298.8442 - logits_profile_predictions_loss: 295.6209 - logcount_predictions_loss: 0.2538 300/1626 [====>.........................] - ETA: 6:51 - loss: 298.8474 - logits_profile_predictions_loss: 295.6240 - logcount_predictions_loss: 0.2538 301/1626 [====>.........................] - ETA: 6:51 - loss: 298.8505 - logits_profile_predictions_loss: 295.6271 - logcount_predictions_loss: 0.2538 302/1626 [====>.........................] - ETA: 6:50 - loss: 298.8534 - logits_profile_predictions_loss: 295.6300 - logcount_predictions_loss: 0.2538 303/1626 [====>.........................] - ETA: 6:50 - loss: 298.8566 - logits_profile_predictions_loss: 295.6330 - logcount_predictions_loss: 0.2538 304/1626 [====>.........................] - ETA: 6:50 - loss: 298.8601 - logits_profile_predictions_loss: 295.6366 - logcount_predictions_loss: 0.2538 305/1626 [====>.........................] - ETA: 6:49 - loss: 298.8636 - logits_profile_predictions_loss: 295.6400 - logcount_predictions_loss: 0.2538 306/1626 [====>.........................] - ETA: 6:49 - loss: 298.8674 - logits_profile_predictions_loss: 295.6438 - logcount_predictions_loss: 0.2538 307/1626 [====>.........................] - ETA: 6:49 - loss: 298.8709 - logits_profile_predictions_loss: 295.6473 - logcount_predictions_loss: 0.2538 308/1626 [====>.........................] - ETA: 6:48 - loss: 298.8744 - logits_profile_predictions_loss: 295.6507 - logcount_predictions_loss: 0.2538 309/1626 [====>.........................] - ETA: 6:48 - loss: 298.8780 - logits_profile_predictions_loss: 295.6542 - logcount_predictions_loss: 0.2538 310/1626 [====>.........................] - ETA: 6:48 - loss: 298.8816 - logits_profile_predictions_loss: 295.6578 - logcount_predictions_loss: 0.2538 311/1626 [====>.........................] - ETA: 6:48 - loss: 298.8851 - logits_profile_predictions_loss: 295.6613 - logcount_predictions_loss: 0.2538 312/1626 [====>.........................] - ETA: 6:47 - loss: 298.8885 - logits_profile_predictions_loss: 295.6646 - logcount_predictions_loss: 0.2538 313/1626 [====>.........................] - ETA: 6:47 - loss: 298.8919 - logits_profile_predictions_loss: 295.6680 - logcount_predictions_loss: 0.2539 314/1626 [====>.........................] - ETA: 6:47 - loss: 298.8952 - logits_profile_predictions_loss: 295.6712 - logcount_predictions_loss: 0.2539 315/1626 [====>.........................] - ETA: 6:46 - loss: 298.8987 - logits_profile_predictions_loss: 295.6747 - logcount_predictions_loss: 0.2539 316/1626 [====>.........................] - ETA: 6:46 - loss: 298.9021 - logits_profile_predictions_loss: 295.6781 - logcount_predictions_loss: 0.2539 317/1626 [====>.........................] - ETA: 6:46 - loss: 298.9054 - logits_profile_predictions_loss: 295.6814 - logcount_predictions_loss: 0.2539 318/1626 [====>.........................] - ETA: 6:45 - loss: 298.9087 - logits_profile_predictions_loss: 295.6847 - logcount_predictions_loss: 0.2539 319/1626 [====>.........................] - ETA: 6:45 - loss: 298.9118 - logits_profile_predictions_loss: 295.6877 - logcount_predictions_loss: 0.2539 320/1626 [====>.........................] - ETA: 6:45 - loss: 298.9148 - logits_profile_predictions_loss: 295.6907 - logcount_predictions_loss: 0.2539 321/1626 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logits_profile_predictions_loss: 296.8667 - logcount_predictions_loss: 0.2553 1589/1626 [============================>.] - ETA: 11s - loss: 300.1091 - logits_profile_predictions_loss: 296.8672 - logcount_predictions_loss: 0.2553 1590/1626 [============================>.] - ETA: 11s - loss: 300.1095 - logits_profile_predictions_loss: 296.8676 - logcount_predictions_loss: 0.2553 1591/1626 [============================>.] - ETA: 10s - loss: 300.1100 - logits_profile_predictions_loss: 296.8681 - logcount_predictions_loss: 0.2553 1592/1626 [============================>.] - ETA: 10s - loss: 300.1105 - logits_profile_predictions_loss: 296.8685 - logcount_predictions_loss: 0.2553 1593/1626 [============================>.] - ETA: 10s - loss: 300.1109 - logits_profile_predictions_loss: 296.8690 - logcount_predictions_loss: 0.2553 1594/1626 [============================>.] - ETA: 9s - loss: 300.1114 - logits_profile_predictions_loss: 296.8694 - logcount_predictions_loss: 0.2553  1595/1626 [============================>.] - ETA: 9s - loss: 300.1119 - logits_profile_predictions_loss: 296.8699 - logcount_predictions_loss: 0.2553 1596/1626 [============================>.] - ETA: 9s - loss: 300.1124 - logits_profile_predictions_loss: 296.8704 - logcount_predictions_loss: 0.2553 1597/1626 [============================>.] - ETA: 9s - loss: 300.1128 - logits_profile_predictions_loss: 296.8709 - logcount_predictions_loss: 0.2553 1598/1626 [============================>.] - ETA: 8s - loss: 300.1133 - logits_profile_predictions_loss: 296.8713 - logcount_predictions_loss: 0.2553 1599/1626 [============================>.] - ETA: 8s - loss: 300.1138 - logits_profile_predictions_loss: 296.8718 - logcount_predictions_loss: 0.2553 1600/1626 [============================>.] - ETA: 8s - loss: 300.1142 - logits_profile_predictions_loss: 296.8722 - logcount_predictions_loss: 0.2553 1601/1626 [============================>.] - ETA: 7s - loss: 300.1147 - logits_profile_predictions_loss: 296.8727 - logcount_predictions_loss: 0.2553 1602/1626 [============================>.] - ETA: 7s - loss: 300.1152 - logits_profile_predictions_loss: 296.8732 - logcount_predictions_loss: 0.2553 1603/1626 [============================>.] - ETA: 7s - loss: 300.1157 - logits_profile_predictions_loss: 296.8736 - logcount_predictions_loss: 0.2553 1604/1626 [============================>.] - ETA: 6s - loss: 300.1162 - logits_profile_predictions_loss: 296.8741 - logcount_predictions_loss: 0.2553 1605/1626 [============================>.] - ETA: 6s - loss: 300.1167 - logits_profile_predictions_loss: 296.8746 - logcount_predictions_loss: 0.2553 1606/1626 [============================>.] - ETA: 6s - loss: 300.1172 - logits_profile_predictions_loss: 296.8751 - logcount_predictions_loss: 0.2553 1607/1626 [============================>.] - ETA: 5s - loss: 300.1177 - logits_profile_predictions_loss: 296.8756 - logcount_predictions_loss: 0.2553 1608/1626 [============================>.] - ETA: 5s - loss: 300.1182 - logits_profile_predictions_loss: 296.8761 - logcount_predictions_loss: 0.2553 1609/1626 [============================>.] - ETA: 5s - loss: 300.1187 - logits_profile_predictions_loss: 296.8765 - logcount_predictions_loss: 0.2553 1610/1626 [============================>.] - ETA: 4s - loss: 300.1192 - logits_profile_predictions_loss: 296.8770 - logcount_predictions_loss: 0.2553 1611/1626 [============================>.] - ETA: 4s - loss: 300.1197 - logits_profile_predictions_loss: 296.8775 - logcount_predictions_loss: 0.2553 1612/1626 [============================>.] - ETA: 4s - loss: 300.1202 - logits_profile_predictions_loss: 296.8780 - logcount_predictions_loss: 0.2553 1613/1626 [============================>.] - ETA: 4s - loss: 300.1207 - logits_profile_predictions_loss: 296.8785 - logcount_predictions_loss: 0.2553 1614/1626 [============================>.] - ETA: 3s - loss: 300.1212 - logits_profile_predictions_loss: 296.8790 - logcount_predictions_loss: 0.2553 1615/1626 [============================>.] - ETA: 3s - loss: 300.1217 - logits_profile_predictions_loss: 296.8795 - logcount_predictions_loss: 0.2553 1616/1626 [============================>.] - ETA: 3s - loss: 300.1223 - logits_profile_predictions_loss: 296.8801 - logcount_predictions_loss: 0.2553 1617/1626 [============================>.] - ETA: 2s - loss: 300.1228 - logits_profile_predictions_loss: 296.8806 - logcount_predictions_loss: 0.2553 1618/1626 [============================>.] - ETA: 2s - loss: 300.1233 - logits_profile_predictions_loss: 296.8811 - logcount_predictions_loss: 0.2553 1619/1626 [============================>.] - ETA: 2s - loss: 300.1238 - logits_profile_predictions_loss: 296.8816 - logcount_predictions_loss: 0.2553 1620/1626 [============================>.] - ETA: 1s - loss: 300.1243 - logits_profile_predictions_loss: 296.8821 - logcount_predictions_loss: 0.2553 1621/1626 [============================>.] - ETA: 1s - loss: 300.1248 - logits_profile_predictions_loss: 296.8825 - logcount_predictions_loss: 0.2553 1622/1626 [============================>.] - ETA: 1s - loss: 300.1253 - logits_profile_predictions_loss: 296.8830 - logcount_predictions_loss: 0.2553 1623/1626 [============================>.] - ETA: 0s - loss: 300.1258 - logits_profile_predictions_loss: 296.8835 - logcount_predictions_loss: 0.2553 1624/1626 [============================>.] - ETA: 0s - loss: 300.1263 - logits_profile_predictions_loss: 296.8840 - logcount_predictions_loss: 0.2553 1625/1626 [============================>.] - ETA: 0s - loss: 300.1268 - logits_profile_predictions_loss: 296.8844 - logcount_predictions_loss: 0.2553 1626/1626 [==============================] - ETA: 0s - loss: 300.1272 - logits_profile_predictions_loss: 296.8849 - logcount_predictions_loss: 0.2553 1626/1626 [==============================] - 526s 324ms/step - loss: 300.1277 - logits_profile_predictions_loss: 296.8854 - logcount_predictions_loss: 0.2553 - val_loss: 341.9882 - val_logits_profile_predictions_loss: 335.6216 - val_logcount_predictions_loss: 0.5013 Epoch 00014: val_loss did not improve from 339.24384 Restoring model weights from the end of the best epoch. Epoch 00014: early stopping save model save model without bias 2022-09-21_12-29-36: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(26072, 10) loading nonpeaks... got split:test for bed regions:(25832, 10) 0/203 100/203 200/203 2022-09-21_12-34-02: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(26072, 10) loading nonpeaks... got split:test for bed regions:(25832, 10) 0/203 100/203 200/203 2022-09-21_12-37-41: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(26072, 10) loading nonpeaks... got split:test for bed regions:(25832, 10) 0/203 100/203 200/203 2022-09-21_12-39-41: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//footprints 2022-09-21_12-39-41: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/24 [>.............................] - ETA: 6:41 3/24 [==>...........................] - ETA: 10s  4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 13s 6/24 [======>.......................] - ETA: 13s 7/24 [=======>......................] - ETA: 13s 8/24 [=========>....................] - ETA: 13s 9/24 [==========>...................] - ETA: 12s 10/24 [===========>..................] - ETA: 11s 11/24 [============>.................] - ETA: 11s 12/24 [==============>...............] - ETA: 10s 13/24 [===============>..............] - ETA: 9s  14/24 [================>.............] - ETA: 8s 15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 57s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 973ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 977ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 23s 981ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 23s 982ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 23s 983ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 23s 984ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 23s 985ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 23s 985ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 23s 984ms/step Saving marginal footprints 2022-09-21_12-44-17: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//footprints 2022-09-21_12-44-17: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_3//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/24 [>.............................] - ETA: 4:48 3/24 [==>...........................] - ETA: 1s  4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 26s 564ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 86ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 86ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step Saving marginal footprints