DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json Tue Oct 4 17:36:12 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA A100-PCI... On | 00000000:8B:00.0 Off | 0 | | N/A 29C P0 33W / 250W | 0MiB / 40960MiB | 0% E. Process | | | | Disabled | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-10-04_17-36-13: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR975LGK//preprocessing/bigWigs/ENCSR975LGK.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR975LGK//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR975LGK//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 159603 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 159603 Number of peaks input: 40397 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 40397 Number of non peaks input: 160317 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 160317 Number of non peaks input: 39682 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 39682 Number of peaks after removing outliers: 157846 Number of nonpeaks after removing outliers: 141767 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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4406/4431 [============================>.] - ETA: 0s 4417/4431 [============================>.] - ETA: 0s 4428/4431 [============================>.] - ETA: 0s 4431/4431 [==============================] - ETA: 0s 4431/4431 [==============================] - 36s 5ms/step 2022-10-04_17-44-18: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR975LGK//preprocessing/bigWigs/ENCSR975LGK.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '10.2', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(138913, 10) loading nonpeaks... got split:train for bed regions:(125146, 10) loading peaks... got split:valid for bed regions:(18933, 10) loading nonpeaks... got split:valid for bed regions:(16621, 10) Epoch 1/50 1/2388 [..............................] - ETA: 4:52:20 - loss: 643.8732 - logits_profile_predictions_loss: 621.0950 - logcount_predictions_loss: 2.2332 2/2388 [..............................] - ETA: 6:20 - loss: 930.0591 - logits_profile_predictions_loss: 578.8607 - logcount_predictions_loss: 34.4312  3/2388 [..............................] - ETA: 6:19 - loss: 962.7640 - logits_profile_predictions_loss: 574.8288 - logcount_predictions_loss: 38.0329 4/2388 [..............................] - ETA: 6:18 - loss: 963.2406 - logits_profile_predictions_loss: 583.9962 - logcount_predictions_loss: 37.1808 5/2388 [..............................] - ETA: 6:17 - loss: 945.5215 - logits_profile_predictions_loss: 585.0062 - logcount_predictions_loss: 35.3446 6/2388 [..............................] - ETA: 6:16 - loss: 926.9397 - logits_profile_predictions_loss: 586.3135 - logcount_predictions_loss: 33.3947 7/2388 [..............................] - ETA: 6:16 - loss: 908.8504 - logits_profile_predictions_loss: 586.9627 - logcount_predictions_loss: 31.5576 8/2388 [..............................] - ETA: 6:16 - loss: 892.5980 - logits_profile_predictions_loss: 587.7444 - logcount_predictions_loss: 29.8876 9/2388 [..............................] - ETA: 6:15 - loss: 878.4439 - logits_profile_predictions_loss: 588.8431 - logcount_predictions_loss: 28.3922 10/2388 [..............................] - ETA: 6:15 - loss: 864.4373 - logits_profile_predictions_loss: 588.5709 - logcount_predictions_loss: 27.0457 11/2388 [..............................] - ETA: 6:14 - loss: 851.6009 - logits_profile_predictions_loss: 588.0743 - logcount_predictions_loss: 25.8359 12/2388 [..............................] - ETA: 6:14 - loss: 839.7950 - logits_profile_predictions_loss: 587.3909 - logcount_predictions_loss: 24.7455 13/2388 [..............................] - ETA: 6:14 - loss: 828.6487 - logits_profile_predictions_loss: 586.3427 - logcount_predictions_loss: 23.7555 14/2388 [..............................] - ETA: 6:14 - loss: 819.2546 - logits_profile_predictions_loss: 586.0869 - logcount_predictions_loss: 22.8596 15/2388 [..............................] - ETA: 6:13 - loss: 810.6519 - logits_profile_predictions_loss: 585.8110 - logcount_predictions_loss: 22.0432 16/2388 [..............................] - ETA: 6:13 - loss: 802.4321 - logits_profile_predictions_loss: 585.2420 - logcount_predictions_loss: 21.2931 17/2388 [..............................] - ETA: 6:13 - loss: 795.2430 - logits_profile_predictions_loss: 585.0726 - logcount_predictions_loss: 20.6049 18/2388 [..............................] - ETA: 6:12 - loss: 788.1882 - logits_profile_predictions_loss: 584.5177 - logcount_predictions_loss: 19.9677 19/2388 [..............................] - ETA: 6:12 - loss: 781.9340 - logits_profile_predictions_loss: 584.2633 - logcount_predictions_loss: 19.3795 20/2388 [..............................] - ETA: 6:12 - loss: 775.9812 - logits_profile_predictions_loss: 583.8891 - logcount_predictions_loss: 18.8325 21/2388 [..............................] - ETA: 6:11 - loss: 770.2245 - logits_profile_predictions_loss: 583.3400 - logcount_predictions_loss: 18.3220 22/2388 [..............................] - ETA: 6:11 - loss: 764.7512 - logits_profile_predictions_loss: 582.7369 - logcount_predictions_loss: 17.8445 23/2388 [..............................] - ETA: 6:11 - loss: 759.5310 - logits_profile_predictions_loss: 582.0774 - logcount_predictions_loss: 17.3974 24/2388 [..............................] - ETA: 6:11 - loss: 754.7512 - logits_profile_predictions_loss: 581.5735 - logcount_predictions_loss: 16.9782 25/2388 [..............................] - ETA: 6:11 - loss: 750.1985 - logits_profile_predictions_loss: 581.0468 - logcount_predictions_loss: 16.5835 26/2388 [..............................] - ETA: 6:10 - loss: 745.8955 - logits_profile_predictions_loss: 580.5413 - logcount_predictions_loss: 16.2112 27/2388 [..............................] - ETA: 6:10 - loss: 741.8455 - logits_profile_predictions_loss: 580.0750 - logcount_predictions_loss: 15.8598 28/2388 [..............................] - ETA: 6:10 - loss: 738.0406 - logits_profile_predictions_loss: 579.6574 - logcount_predictions_loss: 15.5278 29/2388 [..............................] - ETA: 6:10 - loss: 734.4010 - logits_profile_predictions_loss: 579.2317 - logcount_predictions_loss: 15.2127 30/2388 [..............................] - ETA: 6:09 - loss: 730.8864 - logits_profile_predictions_loss: 578.7707 - logcount_predictions_loss: 14.9133 31/2388 [..............................] - ETA: 6:09 - loss: 727.6111 - logits_profile_predictions_loss: 578.3953 - logcount_predictions_loss: 14.6290 32/2388 [..............................] - ETA: 6:09 - loss: 724.4343 - logits_profile_predictions_loss: 577.9824 - logcount_predictions_loss: 14.3580 33/2388 [..............................] - ETA: 6:09 - loss: 721.5183 - logits_profile_predictions_loss: 577.6953 - logcount_predictions_loss: 14.1003 34/2388 [..............................] - ETA: 6:09 - loss: 718.7555 - logits_profile_predictions_loss: 577.4400 - logcount_predictions_loss: 13.8544 35/2388 [..............................] - ETA: 6:08 - loss: 716.2688 - logits_profile_predictions_loss: 577.3425 - logcount_predictions_loss: 13.6202 36/2388 [..............................] - ETA: 6:08 - loss: 714.0849 - logits_profile_predictions_loss: 577.4340 - logcount_predictions_loss: 13.3971 37/2388 [..............................] - ETA: 6:08 - loss: 711.8850 - logits_profile_predictions_loss: 577.4196 - logcount_predictions_loss: 13.1829 38/2388 [..............................] - ETA: 6:08 - loss: 709.7121 - logits_profile_predictions_loss: 577.3463 - logcount_predictions_loss: 12.9770 39/2388 [..............................] - ETA: 6:08 - loss: 707.5325 - logits_profile_predictions_loss: 577.1863 - logcount_predictions_loss: 12.7790 40/2388 [..............................] - ETA: 6:08 - loss: 705.3995 - logits_profile_predictions_loss: 576.9941 - logcount_predictions_loss: 12.5888 41/2388 [..............................] - ETA: 6:07 - loss: 703.4236 - logits_profile_predictions_loss: 576.8800 - logcount_predictions_loss: 12.4062 42/2388 [..............................] - ETA: 6:07 - loss: 701.4696 - logits_profile_predictions_loss: 576.7198 - logcount_predictions_loss: 12.2304 43/2388 [..............................] - ETA: 6:07 - loss: 699.5397 - logits_profile_predictions_loss: 576.5204 - logcount_predictions_loss: 12.0607 44/2388 [..............................] - ETA: 6:07 - loss: 697.7062 - logits_profile_predictions_loss: 576.3547 - logcount_predictions_loss: 11.8972 45/2388 [..............................] - ETA: 6:07 - loss: 695.9899 - logits_profile_predictions_loss: 576.2441 - logcount_predictions_loss: 11.7398 46/2388 [..............................] - ETA: 6:07 - loss: 694.3320 - logits_profile_predictions_loss: 576.1356 - logcount_predictions_loss: 11.5879 47/2388 [..............................] - ETA: 6:07 - loss: 692.6917 - logits_profile_predictions_loss: 575.9937 - logcount_predictions_loss: 11.4410 48/2388 [..............................] - ETA: 6:06 - loss: 691.1080 - logits_profile_predictions_loss: 575.8585 - logcount_predictions_loss: 11.2990 49/2388 [..............................] - ETA: 6:06 - loss: 689.6009 - logits_profile_predictions_loss: 575.7505 - logcount_predictions_loss: 11.1618 50/2388 [..............................] - ETA: 6:06 - loss: 688.1842 - logits_profile_predictions_loss: 575.6856 - logcount_predictions_loss: 11.0293 51/2388 [..............................] - ETA: 6:06 - loss: 686.8570 - logits_profile_predictions_loss: 575.6649 - logcount_predictions_loss: 10.9012 52/2388 [..............................] - ETA: 6:06 - loss: 685.5524 - logits_profile_predictions_loss: 575.6263 - logcount_predictions_loss: 10.7771 53/2388 [..............................] - ETA: 6:06 - loss: 684.3102 - logits_profile_predictions_loss: 575.6100 - logcount_predictions_loss: 10.6569 54/2388 [..............................] - ETA: 6:05 - loss: 683.1531 - logits_profile_predictions_loss: 575.6398 - logcount_predictions_loss: 10.5405 55/2388 [..............................] - ETA: 6:05 - loss: 682.0555 - logits_profile_predictions_loss: 575.6927 - logcount_predictions_loss: 10.4277 56/2388 [..............................] - ETA: 6:05 - loss: 680.9826 - logits_profile_predictions_loss: 575.7371 - logcount_predictions_loss: 10.3182 57/2388 [..............................] - ETA: 6:05 - loss: 679.9498 - logits_profile_predictions_loss: 575.7891 - logcount_predictions_loss: 10.2118 58/2388 [..............................] - ETA: 6:05 - loss: 678.9431 - logits_profile_predictions_loss: 575.8365 - logcount_predictions_loss: 10.1085 59/2388 [..............................] - ETA: 6:05 - loss: 677.9492 - logits_profile_predictions_loss: 575.8687 - logcount_predictions_loss: 10.0079 60/2388 [..............................] - ETA: 6:04 - loss: 676.9739 - logits_profile_predictions_loss: 575.8923 - logcount_predictions_loss: 9.9100  61/2388 [..............................] - ETA: 6:04 - loss: 675.9811 - logits_profile_predictions_loss: 575.8733 - logcount_predictions_loss: 9.8145 62/2388 [..............................] - ETA: 6:04 - loss: 675.0415 - logits_profile_predictions_loss: 575.8804 - logcount_predictions_loss: 9.7217 63/2388 [..............................] - ETA: 6:04 - loss: 674.0995 - logits_profile_predictions_loss: 575.8621 - logcount_predictions_loss: 9.6311 64/2388 [..............................] - ETA: 6:04 - loss: 673.1772 - logits_profile_predictions_loss: 575.8398 - logcount_predictions_loss: 9.5429 65/2388 [..............................] - ETA: 6:04 - loss: 672.2572 - logits_profile_predictions_loss: 575.7979 - logcount_predictions_loss: 9.4568 66/2388 [..............................] - ETA: 6:03 - loss: 671.3436 - logits_profile_predictions_loss: 575.7417 - logcount_predictions_loss: 9.3727 67/2388 [..............................] - ETA: 6:03 - loss: 670.4239 - logits_profile_predictions_loss: 575.6594 - logcount_predictions_loss: 9.2906 68/2388 [..............................] - ETA: 6:03 - loss: 669.5320 - logits_profile_predictions_loss: 575.5842 - logcount_predictions_loss: 9.2106 69/2388 [..............................] - ETA: 6:03 - loss: 668.6772 - logits_profile_predictions_loss: 575.5255 - logcount_predictions_loss: 9.1325 70/2388 [..............................] - ETA: 6:03 - loss: 667.8410 - logits_profile_predictions_loss: 575.4663 - logcount_predictions_loss: 9.0563 71/2388 [..............................] - ETA: 6:03 - loss: 667.0458 - logits_profile_predictions_loss: 575.4284 - logcount_predictions_loss: 8.9821 72/2388 [..............................] - ETA: 6:03 - loss: 666.2594 - logits_profile_predictions_loss: 575.3828 - logcount_predictions_loss: 8.9095 73/2388 [..............................] - ETA: 6:02 - loss: 665.4949 - logits_profile_predictions_loss: 575.3423 - logcount_predictions_loss: 8.8385 74/2388 [..............................] - ETA: 6:02 - loss: 664.7761 - logits_profile_predictions_loss: 575.3300 - logcount_predictions_loss: 8.7692 75/2388 [..............................] - ETA: 6:02 - loss: 664.0745 - logits_profile_predictions_loss: 575.3196 - logcount_predictions_loss: 8.7015 76/2388 [..............................] - ETA: 6:02 - loss: 663.3881 - logits_profile_predictions_loss: 575.3087 - logcount_predictions_loss: 8.6352 77/2388 [..............................] - ETA: 6:02 - loss: 662.7082 - logits_profile_predictions_loss: 575.2899 - logcount_predictions_loss: 8.5704 78/2388 [..............................] - ETA: 6:02 - loss: 662.0225 - logits_profile_predictions_loss: 575.2519 - logcount_predictions_loss: 8.5069 79/2388 [..............................] - ETA: 6:01 - loss: 661.3583 - logits_profile_predictions_loss: 575.2215 - logcount_predictions_loss: 8.4448 80/2388 [>.............................] - ETA: 6:01 - loss: 660.7442 - logits_profile_predictions_loss: 575.2263 - logcount_predictions_loss: 8.3841 81/2388 [>.............................] - ETA: 6:01 - loss: 660.1406 - logits_profile_predictions_loss: 575.2288 - logcount_predictions_loss: 8.3247 82/2388 [>.............................] - ETA: 6:01 - loss: 659.5414 - logits_profile_predictions_loss: 575.2238 - logcount_predictions_loss: 8.2664 83/2388 [>.............................] - ETA: 6:01 - loss: 658.9659 - logits_profile_predictions_loss: 575.2300 - logcount_predictions_loss: 8.2094 84/2388 [>.............................] - ETA: 6:01 - loss: 658.3799 - logits_profile_predictions_loss: 575.2149 - logcount_predictions_loss: 8.1534 85/2388 [>.............................] - ETA: 6:00 - loss: 657.8050 - logits_profile_predictions_loss: 575.1997 - logcount_predictions_loss: 8.0985 86/2388 [>.............................] - ETA: 6:00 - loss: 657.2480 - logits_profile_predictions_loss: 575.1911 - logcount_predictions_loss: 8.0448 87/2388 [>.............................] - ETA: 6:00 - loss: 656.6966 - logits_profile_predictions_loss: 575.1779 - logcount_predictions_loss: 7.9920 88/2388 [>.............................] - ETA: 6:00 - loss: 656.1742 - logits_profile_predictions_loss: 575.1824 - logcount_predictions_loss: 7.9404 89/2388 [>.............................] - ETA: 6:00 - loss: 655.6672 - logits_profile_predictions_loss: 575.1922 - logcount_predictions_loss: 7.8897 90/2388 [>.............................] - ETA: 6:00 - loss: 655.1608 - logits_profile_predictions_loss: 575.1935 - logcount_predictions_loss: 7.8399 91/2388 [>.............................] - ETA: 5:59 - loss: 654.6732 - logits_profile_predictions_loss: 575.2038 - logcount_predictions_loss: 7.7911 92/2388 [>.............................] - ETA: 5:59 - loss: 654.1859 - logits_profile_predictions_loss: 575.2056 - logcount_predictions_loss: 7.7432 93/2388 [>.............................] - ETA: 5:59 - loss: 653.7001 - logits_profile_predictions_loss: 575.2004 - logcount_predictions_loss: 7.6960 94/2388 [>.............................] - ETA: 5:59 - loss: 653.2130 - logits_profile_predictions_loss: 575.1859 - logcount_predictions_loss: 7.6497 95/2388 [>.............................] - ETA: 5:59 - loss: 652.7447 - logits_profile_predictions_loss: 575.1811 - logcount_predictions_loss: 7.6043 96/2388 [>.............................] - ETA: 5:59 - loss: 652.2775 - logits_profile_predictions_loss: 575.1697 - logcount_predictions_loss: 7.5596 97/2388 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575.1816 - logcount_predictions_loss: 7.2682 104/2388 [>.............................] - ETA: 5:57 - loss: 648.9178 - logits_profile_predictions_loss: 575.1785 - logcount_predictions_loss: 7.2293 105/2388 [>.............................] - ETA: 5:57 - loss: 648.5143 - logits_profile_predictions_loss: 575.1659 - logcount_predictions_loss: 7.1910 106/2388 [>.............................] - ETA: 5:57 - loss: 648.1121 - logits_profile_predictions_loss: 575.1486 - logcount_predictions_loss: 7.1533 107/2388 [>.............................] - ETA: 5:57 - loss: 647.7066 - logits_profile_predictions_loss: 575.1223 - logcount_predictions_loss: 7.1161 108/2388 [>.............................] - ETA: 5:57 - loss: 647.2975 - logits_profile_predictions_loss: 575.0870 - logcount_predictions_loss: 7.0795 109/2388 [>.............................] - ETA: 5:56 - loss: 646.8935 - logits_profile_predictions_loss: 575.0510 - logcount_predictions_loss: 7.0434 110/2388 [>.............................] - ETA: 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[============================>.] - ETA: 11s - loss: 578.6342 - logits_profile_predictions_loss: 555.8218 - logcount_predictions_loss: 2.2365 2315/2388 [============================>.] - ETA: 11s - loss: 578.6254 - logits_profile_predictions_loss: 555.8165 - logcount_predictions_loss: 2.2362 2316/2388 [============================>.] - ETA: 11s - loss: 578.6166 - logits_profile_predictions_loss: 555.8112 - logcount_predictions_loss: 2.2358 2317/2388 [============================>.] - ETA: 11s - loss: 578.6078 - logits_profile_predictions_loss: 555.8059 - logcount_predictions_loss: 2.2355 2318/2388 [============================>.] - ETA: 11s - loss: 578.5990 - logits_profile_predictions_loss: 555.8006 - logcount_predictions_loss: 2.2351 2319/2388 [============================>.] - ETA: 10s - loss: 578.5902 - logits_profile_predictions_loss: 555.7953 - logcount_predictions_loss: 2.2348 2320/2388 [============================>.] - ETA: 10s - loss: 578.5814 - 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[============================>.] - ETA: 4s - loss: 578.2290 - logits_profile_predictions_loss: 555.5762 - logcount_predictions_loss: 2.2209 2361/2388 [============================>.] - ETA: 4s - loss: 578.2202 - logits_profile_predictions_loss: 555.5708 - logcount_predictions_loss: 2.2205 2362/2388 [============================>.] - ETA: 4s - loss: 578.2114 - logits_profile_predictions_loss: 555.5654 - logcount_predictions_loss: 2.2202 2363/2388 [============================>.] - ETA: 3s - loss: 578.2026 - logits_profile_predictions_loss: 555.5601 - logcount_predictions_loss: 2.2199 2364/2388 [============================>.] - ETA: 3s - loss: 578.1939 - logits_profile_predictions_loss: 555.5547 - logcount_predictions_loss: 2.2195 2365/2388 [============================>.] - ETA: 3s - loss: 578.1851 - logits_profile_predictions_loss: 555.5494 - logcount_predictions_loss: 2.2192 2366/2388 [============================>.] - ETA: 3s - loss: 578.1763 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 555.4380 - logcount_predictions_loss: 2.2122 2387/2388 [============================>.] - ETA: 0s - loss: 577.9934 - logits_profile_predictions_loss: 555.4328 - logcount_predictions_loss: 2.2118 2388/2388 [==============================] - ETA: 0s - loss: 577.9847 - logits_profile_predictions_loss: 555.4275 - logcount_predictions_loss: 2.2115 2388/2388 [==============================] - 410s 169ms/step - loss: 577.9761 - logits_profile_predictions_loss: 555.4222 - logcount_predictions_loss: 2.2112 - val_loss: 638.8731 - val_logits_profile_predictions_loss: 632.3713 - val_logcount_predictions_loss: 0.6374 Epoch 00001: val_loss improved from inf to 638.87311, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 2/50 1/2388 [..............................] - ETA: 9:18 - loss: 521.3275 - logits_profile_predictions_loss: 515.0113 - logcount_predictions_loss: 0.6192 2/2388 [..............................] - ETA: 6:49 - loss: 490.7169 - logits_profile_predictions_loss: 484.5524 - logcount_predictions_loss: 0.6044 3/2388 [..............................] - ETA: 6:30 - loss: 485.6722 - logits_profile_predictions_loss: 479.6218 - logcount_predictions_loss: 0.5932 4/2388 [..............................] - ETA: 6:23 - loss: 486.3770 - logits_profile_predictions_loss: 480.1931 - logcount_predictions_loss: 0.6063 5/2388 [..............................] - ETA: 6:20 - loss: 489.6475 - logits_profile_predictions_loss: 483.3419 - logcount_predictions_loss: 0.6182 6/2388 [..............................] - ETA: 6:18 - loss: 492.4458 - logits_profile_predictions_loss: 486.0232 - logcount_predictions_loss: 0.6297 7/2388 [..............................] - ETA: 6:17 - loss: 494.1007 - logits_profile_predictions_loss: 487.6065 - logcount_predictions_loss: 0.6367 8/2388 [..............................] - ETA: 6:16 - loss: 494.5563 - logits_profile_predictions_loss: 488.0312 - logcount_predictions_loss: 0.6397 9/2388 [..............................] - ETA: 6:15 - loss: 496.5846 - logits_profile_predictions_loss: 490.0405 - logcount_predictions_loss: 0.6416 10/2388 [..............................] - ETA: 6:14 - loss: 497.9660 - logits_profile_predictions_loss: 491.4115 - logcount_predictions_loss: 0.6426 11/2388 [..............................] - ETA: 6:14 - loss: 498.4152 - logits_profile_predictions_loss: 491.8148 - logcount_predictions_loss: 0.6471 12/2388 [..............................] - ETA: 6:13 - loss: 499.6140 - logits_profile_predictions_loss: 492.9834 - logcount_predictions_loss: 0.6501 13/2388 [..............................] - ETA: 6:13 - loss: 500.6595 - logits_profile_predictions_loss: 494.0113 - logcount_predictions_loss: 0.6518 14/2388 [..............................] - ETA: 6:13 - loss: 501.6853 - logits_profile_predictions_loss: 495.0279 - logcount_predictions_loss: 0.6527 15/2388 [..............................] - ETA: 6:12 - loss: 502.8076 - logits_profile_predictions_loss: 496.1491 - logcount_predictions_loss: 0.6528 16/2388 [..............................] - ETA: 6:12 - loss: 503.3417 - logits_profile_predictions_loss: 496.6909 - logcount_predictions_loss: 0.6520 17/2388 [..............................] - ETA: 6:12 - loss: 504.1596 - logits_profile_predictions_loss: 497.5138 - logcount_predictions_loss: 0.6516 18/2388 [..............................] - ETA: 6:11 - loss: 505.1425 - logits_profile_predictions_loss: 498.5053 - logcount_predictions_loss: 0.6507 19/2388 [..............................] - ETA: 6:11 - loss: 505.8187 - logits_profile_predictions_loss: 499.1869 - logcount_predictions_loss: 0.6502 20/2388 [..............................] - ETA: 6:11 - loss: 506.5005 - logits_profile_predictions_loss: 499.8712 - logcount_predictions_loss: 0.6499 21/2388 [..............................] - ETA: 6:11 - loss: 507.5601 - logits_profile_predictions_loss: 500.9334 - logcount_predictions_loss: 0.6497 22/2388 [..............................] - ETA: 6:10 - loss: 508.3135 - logits_profile_predictions_loss: 501.6904 - logcount_predictions_loss: 0.6493 23/2388 [..............................] - ETA: 6:10 - loss: 509.2567 - logits_profile_predictions_loss: 502.6362 - logcount_predictions_loss: 0.6491 24/2388 [..............................] - ETA: 6:10 - loss: 510.1335 - logits_profile_predictions_loss: 503.5157 - logcount_predictions_loss: 0.6488 25/2388 [..............................] - ETA: 6:10 - loss: 511.0112 - logits_profile_predictions_loss: 504.3962 - logcount_predictions_loss: 0.6485 26/2388 [..............................] - ETA: 6:09 - loss: 511.8183 - logits_profile_predictions_loss: 505.2050 - logcount_predictions_loss: 0.6484 27/2388 [..............................] - ETA: 6:09 - loss: 512.5562 - logits_profile_predictions_loss: 505.9432 - logcount_predictions_loss: 0.6483 28/2388 [..............................] - ETA: 6:09 - loss: 513.2806 - 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[..............................] - ETA: 6:08 - loss: 518.0504 - logits_profile_predictions_loss: 511.4178 - logcount_predictions_loss: 0.6502 36/2388 [..............................] - ETA: 6:07 - loss: 518.5873 - logits_profile_predictions_loss: 511.9547 - logcount_predictions_loss: 0.6503 37/2388 [..............................] - ETA: 6:07 - loss: 519.2282 - logits_profile_predictions_loss: 512.5943 - logcount_predictions_loss: 0.6504 38/2388 [..............................] - ETA: 6:07 - loss: 519.7421 - logits_profile_predictions_loss: 513.1085 - logcount_predictions_loss: 0.6503 39/2388 [..............................] - ETA: 6:07 - loss: 520.2041 - logits_profile_predictions_loss: 513.5715 - logcount_predictions_loss: 0.6503 40/2388 [..............................] - ETA: 6:07 - loss: 520.7234 - logits_profile_predictions_loss: 514.0930 - logcount_predictions_loss: 0.6500 41/2388 [..............................] - ETA: 6:07 - loss: 521.2215 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 528.4582 - logcount_predictions_loss: 0.6392 342/2388 [===>..........................] - ETA: 5:20 - loss: 534.9700 - logits_profile_predictions_loss: 528.4510 - logcount_predictions_loss: 0.6391 343/2388 [===>..........................] - ETA: 5:20 - loss: 534.9621 - logits_profile_predictions_loss: 528.4435 - logcount_predictions_loss: 0.6391 344/2388 [===>..........................] - ETA: 5:19 - loss: 534.9533 - logits_profile_predictions_loss: 528.4352 - logcount_predictions_loss: 0.6390 345/2388 [===>..........................] - ETA: 5:19 - loss: 534.9454 - logits_profile_predictions_loss: 528.4277 - logcount_predictions_loss: 0.6390 346/2388 [===>..........................] - ETA: 5:19 - loss: 534.9367 - logits_profile_predictions_loss: 528.4195 - logcount_predictions_loss: 0.6389 347/2388 [===>..........................] - ETA: 5:19 - loss: 534.9277 - logits_profile_predictions_loss: 528.4110 - logcount_predictions_loss: 0.6389 348/2388 [===>..........................] - ETA: 5:19 - loss: 534.9183 - logits_profile_predictions_loss: 528.4020 - logcount_predictions_loss: 0.6388 349/2388 [===>..........................] - ETA: 5:19 - loss: 534.9082 - logits_profile_predictions_loss: 528.3924 - logcount_predictions_loss: 0.6388 350/2388 [===>..........................] - ETA: 5:18 - loss: 534.8971 - logits_profile_predictions_loss: 528.3818 - logcount_predictions_loss: 0.6388 351/2388 [===>..........................] - ETA: 5:18 - loss: 534.8852 - logits_profile_predictions_loss: 528.3704 - logcount_predictions_loss: 0.6387 352/2388 [===>..........................] - ETA: 5:18 - loss: 534.8730 - logits_profile_predictions_loss: 528.3587 - logcount_predictions_loss: 0.6387 353/2388 [===>..........................] - ETA: 5:18 - loss: 534.8616 - logits_profile_predictions_loss: 528.3478 - logcount_predictions_loss: 0.6386 354/2388 [===>..........................] - ETA: 5:18 - loss: 534.8495 - logits_profile_predictions_loss: 528.3361 - logcount_predictions_loss: 0.6386 355/2388 [===>..........................] - ETA: 5:18 - loss: 534.8370 - logits_profile_predictions_loss: 528.3242 - logcount_predictions_loss: 0.6385 356/2388 [===>..........................] - ETA: 5:18 - loss: 534.8243 - logits_profile_predictions_loss: 528.3119 - logcount_predictions_loss: 0.6385 357/2388 [===>..........................] - ETA: 5:17 - loss: 534.8111 - logits_profile_predictions_loss: 528.2992 - logcount_predictions_loss: 0.6384 358/2388 [===>..........................] - ETA: 5:17 - loss: 534.7973 - logits_profile_predictions_loss: 528.2860 - logcount_predictions_loss: 0.6384 359/2388 [===>..........................] - ETA: 5:17 - loss: 534.7841 - logits_profile_predictions_loss: 528.2733 - logcount_predictions_loss: 0.6383 360/2388 [===>..........................] - ETA: 5:17 - loss: 534.7715 - logits_profile_predictions_loss: 528.2611 - logcount_predictions_loss: 0.6383 361/2388 [===>..........................] - ETA: 5:17 - loss: 534.7583 - logits_profile_predictions_loss: 528.2485 - logcount_predictions_loss: 0.6382 362/2388 [===>..........................] - ETA: 5:17 - loss: 534.7452 - logits_profile_predictions_loss: 528.2359 - logcount_predictions_loss: 0.6382 363/2388 [===>..........................] - ETA: 5:16 - loss: 534.7324 - logits_profile_predictions_loss: 528.2236 - logcount_predictions_loss: 0.6381 364/2388 [===>..........................] - ETA: 5:16 - loss: 534.7197 - logits_profile_predictions_loss: 528.2114 - logcount_predictions_loss: 0.6381 365/2388 [===>..........................] - ETA: 5:16 - loss: 534.7067 - logits_profile_predictions_loss: 528.1990 - logcount_predictions_loss: 0.6380 366/2388 [===>..........................] - ETA: 5:16 - loss: 534.6938 - logits_profile_predictions_loss: 528.1866 - logcount_predictions_loss: 0.6380 367/2388 [===>..........................] - ETA: 5:16 - loss: 534.6815 - logits_profile_predictions_loss: 528.1748 - logcount_predictions_loss: 0.6379 368/2388 [===>..........................] - ETA: 5:16 - loss: 534.6695 - logits_profile_predictions_loss: 528.1633 - logcount_predictions_loss: 0.6379 369/2388 [===>..........................] - ETA: 5:16 - loss: 534.6578 - logits_profile_predictions_loss: 528.1521 - logcount_predictions_loss: 0.6378 370/2388 [===>..........................] - ETA: 5:15 - loss: 534.6467 - logits_profile_predictions_loss: 528.1415 - logcount_predictions_loss: 0.6378 371/2388 [===>..........................] - ETA: 5:15 - loss: 534.6366 - logits_profile_predictions_loss: 528.1319 - logcount_predictions_loss: 0.6377 372/2388 [===>..........................] - ETA: 5:15 - loss: 534.6263 - logits_profile_predictions_loss: 528.1222 - logcount_predictions_loss: 0.6377 373/2388 [===>..........................] - ETA: 5:15 - loss: 534.6151 - logits_profile_predictions_loss: 528.1114 - logcount_predictions_loss: 0.6376 374/2388 [===>..........................] - ETA: 5:15 - loss: 534.6035 - logits_profile_predictions_loss: 528.1005 - logcount_predictions_loss: 0.6376 375/2388 [===>..........................] - ETA: 5:15 - loss: 534.5921 - logits_profile_predictions_loss: 528.0895 - logcount_predictions_loss: 0.6375 376/2388 [===>..........................] - ETA: 5:14 - loss: 534.5811 - logits_profile_predictions_loss: 528.0790 - logcount_predictions_loss: 0.6375 377/2388 [===>..........................] - ETA: 5:14 - loss: 534.5701 - logits_profile_predictions_loss: 528.0686 - logcount_predictions_loss: 0.6374 378/2388 [===>..........................] - ETA: 5:14 - loss: 534.5589 - logits_profile_predictions_loss: 528.0579 - logcount_predictions_loss: 0.6373 379/2388 [===>..........................] - ETA: 5:14 - loss: 534.5472 - logits_profile_predictions_loss: 528.0468 - logcount_predictions_loss: 0.6373 380/2388 [===>..........................] - ETA: 5:14 - loss: 534.5352 - logits_profile_predictions_loss: 528.0353 - logcount_predictions_loss: 0.6372 381/2388 [===>..........................] - ETA: 5:14 - loss: 534.5233 - logits_profile_predictions_loss: 528.0240 - logcount_predictions_loss: 0.6372 382/2388 [===>..........................] - ETA: 5:14 - loss: 534.5125 - logits_profile_predictions_loss: 528.0137 - logcount_predictions_loss: 0.6371 383/2388 [===>..........................] - ETA: 5:13 - loss: 534.5015 - logits_profile_predictions_loss: 528.0032 - logcount_predictions_loss: 0.6371 384/2388 [===>..........................] - ETA: 5:13 - loss: 534.4901 - logits_profile_predictions_loss: 527.9925 - logcount_predictions_loss: 0.6370 385/2388 [===>..........................] - ETA: 5:13 - loss: 534.4791 - logits_profile_predictions_loss: 527.9820 - logcount_predictions_loss: 0.6370 386/2388 [===>..........................] - ETA: 5:13 - loss: 534.4681 - logits_profile_predictions_loss: 527.9715 - logcount_predictions_loss: 0.6369 387/2388 [===>..........................] - ETA: 5:13 - loss: 534.4568 - logits_profile_predictions_loss: 527.9607 - logcount_predictions_loss: 0.6369 388/2388 [===>..........................] - ETA: 5:13 - loss: 534.4468 - logits_profile_predictions_loss: 527.9513 - logcount_predictions_loss: 0.6368 389/2388 [===>..........................] - ETA: 5:12 - loss: 534.4365 - logits_profile_predictions_loss: 527.9415 - logcount_predictions_loss: 0.6368 390/2388 [===>..........................] - ETA: 5:12 - loss: 534.4262 - logits_profile_predictions_loss: 527.9318 - logcount_predictions_loss: 0.6367 391/2388 [===>..........................] - ETA: 5:12 - loss: 534.4158 - logits_profile_predictions_loss: 527.9219 - logcount_predictions_loss: 0.6367 392/2388 [===>..........................] - ETA: 5:12 - loss: 534.4046 - logits_profile_predictions_loss: 527.9113 - logcount_predictions_loss: 0.6366 393/2388 [===>..........................] - ETA: 5:12 - loss: 534.3944 - logits_profile_predictions_loss: 527.9016 - logcount_predictions_loss: 0.6365 394/2388 [===>..........................] - ETA: 5:12 - loss: 534.3842 - logits_profile_predictions_loss: 527.8919 - logcount_predictions_loss: 0.6365 395/2388 [===>..........................] - ETA: 5:12 - loss: 534.3737 - logits_profile_predictions_loss: 527.8820 - logcount_predictions_loss: 0.6364 396/2388 [===>..........................] - ETA: 5:11 - loss: 534.3631 - logits_profile_predictions_loss: 527.8719 - logcount_predictions_loss: 0.6364 397/2388 [===>..........................] - ETA: 5:11 - loss: 534.3531 - logits_profile_predictions_loss: 527.8624 - logcount_predictions_loss: 0.6363 398/2388 [====>.........................] - ETA: 5:11 - loss: 534.3427 - logits_profile_predictions_loss: 527.8526 - logcount_predictions_loss: 0.6363 399/2388 [====>.........................] - ETA: 5:11 - loss: 534.3318 - logits_profile_predictions_loss: 527.8422 - logcount_predictions_loss: 0.6362 400/2388 [====>.........................] - ETA: 5:11 - loss: 534.3205 - logits_profile_predictions_loss: 527.8314 - logcount_predictions_loss: 0.6362 401/2388 [====>.........................] - ETA: 5:11 - loss: 534.3092 - logits_profile_predictions_loss: 527.8207 - logcount_predictions_loss: 0.6361 402/2388 [====>.........................] - ETA: 5:10 - loss: 534.2980 - logits_profile_predictions_loss: 527.8101 - logcount_predictions_loss: 0.6361 403/2388 [====>.........................] - ETA: 5:10 - loss: 534.2871 - logits_profile_predictions_loss: 527.7997 - logcount_predictions_loss: 0.6360 404/2388 [====>.........................] - ETA: 5:10 - loss: 534.2768 - logits_profile_predictions_loss: 527.7899 - logcount_predictions_loss: 0.6360 405/2388 [====>.........................] - ETA: 5:10 - loss: 534.2665 - logits_profile_predictions_loss: 527.7801 - logcount_predictions_loss: 0.6359 406/2388 [====>.........................] - ETA: 5:10 - loss: 534.2561 - logits_profile_predictions_loss: 527.7703 - logcount_predictions_loss: 0.6359 407/2388 [====>.........................] - ETA: 5:10 - loss: 534.2455 - logits_profile_predictions_loss: 527.7603 - logcount_predictions_loss: 0.6358 408/2388 [====>.........................] - ETA: 5:09 - loss: 534.2344 - logits_profile_predictions_loss: 527.7497 - logcount_predictions_loss: 0.6358 409/2388 [====>.........................] - ETA: 5:09 - loss: 534.2234 - logits_profile_predictions_loss: 527.7392 - logcount_predictions_loss: 0.6357 410/2388 [====>.........................] - ETA: 5:09 - loss: 534.2121 - logits_profile_predictions_loss: 527.7284 - logcount_predictions_loss: 0.6356 411/2388 [====>.........................] - ETA: 5:09 - loss: 534.2006 - logits_profile_predictions_loss: 527.7175 - logcount_predictions_loss: 0.6356 412/2388 [====>.........................] - ETA: 5:09 - loss: 534.1895 - logits_profile_predictions_loss: 527.7070 - logcount_predictions_loss: 0.6355 413/2388 [====>.........................] - ETA: 5:09 - loss: 534.1792 - logits_profile_predictions_loss: 527.6973 - logcount_predictions_loss: 0.6355 414/2388 [====>.........................] - ETA: 5:09 - loss: 534.1690 - logits_profile_predictions_loss: 527.6876 - logcount_predictions_loss: 0.6354 415/2388 [====>.........................] - ETA: 5:08 - loss: 534.1590 - logits_profile_predictions_loss: 527.6781 - logcount_predictions_loss: 0.6354 416/2388 [====>.........................] - ETA: 5:08 - loss: 534.1486 - logits_profile_predictions_loss: 527.6683 - logcount_predictions_loss: 0.6353 417/2388 [====>.........................] - ETA: 5:08 - loss: 534.1385 - logits_profile_predictions_loss: 527.6587 - logcount_predictions_loss: 0.6353 418/2388 [====>.........................] - ETA: 5:08 - loss: 534.1281 - logits_profile_predictions_loss: 527.6488 - logcount_predictions_loss: 0.6352 419/2388 [====>.........................] - ETA: 5:08 - loss: 534.1178 - logits_profile_predictions_loss: 527.6391 - logcount_predictions_loss: 0.6352 420/2388 [====>.........................] - ETA: 5:08 - loss: 534.1070 - logits_profile_predictions_loss: 527.6288 - logcount_predictions_loss: 0.6351 421/2388 [====>.........................] - ETA: 5:07 - loss: 534.0958 - logits_profile_predictions_loss: 527.6180 - logcount_predictions_loss: 0.6351 422/2388 [====>.........................] - ETA: 5:07 - loss: 534.0847 - logits_profile_predictions_loss: 527.6075 - logcount_predictions_loss: 0.6350 423/2388 [====>.........................] - ETA: 5:07 - loss: 534.0744 - logits_profile_predictions_loss: 527.5977 - logcount_predictions_loss: 0.6350 424/2388 [====>.........................] - ETA: 5:07 - loss: 534.0648 - logits_profile_predictions_loss: 527.5886 - logcount_predictions_loss: 0.6349 425/2388 [====>.........................] - ETA: 5:07 - loss: 534.0546 - logits_profile_predictions_loss: 527.5789 - logcount_predictions_loss: 0.6349 426/2388 [====>.........................] - ETA: 5:07 - loss: 534.0440 - logits_profile_predictions_loss: 527.5689 - logcount_predictions_loss: 0.6348 427/2388 [====>.........................] - ETA: 5:07 - loss: 534.0330 - logits_profile_predictions_loss: 527.5584 - logcount_predictions_loss: 0.6348 428/2388 [====>.........................] - ETA: 5:06 - loss: 534.0221 - logits_profile_predictions_loss: 527.5481 - logcount_predictions_loss: 0.6347 429/2388 [====>.........................] - ETA: 5:06 - loss: 534.0111 - logits_profile_predictions_loss: 527.5376 - logcount_predictions_loss: 0.6347 430/2388 [====>.........................] - ETA: 5:06 - loss: 534.0001 - logits_profile_predictions_loss: 527.5272 - logcount_predictions_loss: 0.6346 431/2388 [====>.........................] - ETA: 5:06 - loss: 533.9892 - logits_profile_predictions_loss: 527.5169 - logcount_predictions_loss: 0.6345 432/2388 [====>.........................] - ETA: 5:06 - loss: 533.9783 - logits_profile_predictions_loss: 527.5064 - logcount_predictions_loss: 0.6345 433/2388 [====>.........................] - ETA: 5:06 - loss: 533.9669 - logits_profile_predictions_loss: 527.4956 - logcount_predictions_loss: 0.6344 434/2388 [====>.........................] - ETA: 5:05 - loss: 533.9554 - logits_profile_predictions_loss: 527.4847 - logcount_predictions_loss: 0.6344 435/2388 [====>.........................] - ETA: 5:05 - loss: 533.9437 - logits_profile_predictions_loss: 527.4736 - logcount_predictions_loss: 0.6343 436/2388 [====>.........................] - ETA: 5:05 - loss: 533.9327 - logits_profile_predictions_loss: 527.4632 - logcount_predictions_loss: 0.6343 437/2388 [====>.........................] - ETA: 5:05 - loss: 533.9214 - logits_profile_predictions_loss: 527.4524 - logcount_predictions_loss: 0.6342 438/2388 [====>.........................] - ETA: 5:05 - loss: 533.9098 - logits_profile_predictions_loss: 527.4414 - logcount_predictions_loss: 0.6342 439/2388 [====>.........................] - ETA: 5:05 - loss: 533.8978 - logits_profile_predictions_loss: 527.4300 - logcount_predictions_loss: 0.6341 440/2388 [====>.........................] - ETA: 5:04 - loss: 533.8856 - logits_profile_predictions_loss: 527.4184 - logcount_predictions_loss: 0.6340 441/2388 [====>.........................] - ETA: 5:04 - loss: 533.8734 - logits_profile_predictions_loss: 527.4068 - logcount_predictions_loss: 0.6340 442/2388 [====>.........................] - ETA: 5:04 - loss: 533.8615 - logits_profile_predictions_loss: 527.3955 - logcount_predictions_loss: 0.6339 443/2388 [====>.........................] - ETA: 5:04 - loss: 533.8493 - logits_profile_predictions_loss: 527.3839 - logcount_predictions_loss: 0.6339 444/2388 [====>.........................] - ETA: 5:04 - loss: 533.8370 - logits_profile_predictions_loss: 527.3722 - logcount_predictions_loss: 0.6338 445/2388 [====>.........................] - ETA: 5:04 - loss: 533.8251 - logits_profile_predictions_loss: 527.3609 - logcount_predictions_loss: 0.6337 446/2388 [====>.........................] - ETA: 5:04 - loss: 533.8138 - logits_profile_predictions_loss: 527.3502 - logcount_predictions_loss: 0.6337 447/2388 [====>.........................] - ETA: 5:03 - loss: 533.8028 - logits_profile_predictions_loss: 527.3398 - logcount_predictions_loss: 0.6336 448/2388 [====>.........................] - ETA: 5:03 - loss: 533.7916 - logits_profile_predictions_loss: 527.3292 - logcount_predictions_loss: 0.6336 449/2388 [====>.........................] - ETA: 5:03 - loss: 533.7805 - logits_profile_predictions_loss: 527.3187 - logcount_predictions_loss: 0.6335 450/2388 [====>.........................] - ETA: 5:03 - loss: 533.7694 - logits_profile_predictions_loss: 527.3083 - logcount_predictions_loss: 0.6334 451/2388 [====>.........................] - ETA: 5:03 - loss: 533.7582 - logits_profile_predictions_loss: 527.2977 - logcount_predictions_loss: 0.6334 452/2388 [====>.........................] - ETA: 5:03 - loss: 533.7468 - logits_profile_predictions_loss: 527.2869 - logcount_predictions_loss: 0.6333 453/2388 [====>.........................] - ETA: 5:02 - loss: 533.7354 - logits_profile_predictions_loss: 527.2761 - logcount_predictions_loss: 0.6333 454/2388 [====>.........................] - ETA: 5:02 - loss: 533.7241 - logits_profile_predictions_loss: 527.2655 - logcount_predictions_loss: 0.6332 455/2388 [====>.........................] - ETA: 5:02 - loss: 533.7131 - logits_profile_predictions_loss: 527.2551 - logcount_predictions_loss: 0.6331 456/2388 [====>.........................] - ETA: 5:02 - loss: 533.7023 - logits_profile_predictions_loss: 527.2449 - logcount_predictions_loss: 0.6331 457/2388 [====>.........................] - ETA: 5:02 - loss: 533.6911 - logits_profile_predictions_loss: 527.2343 - logcount_predictions_loss: 0.6330 458/2388 [====>.........................] - ETA: 5:02 - loss: 533.6805 - logits_profile_predictions_loss: 527.2243 - logcount_predictions_loss: 0.6330 459/2388 [====>.........................] - ETA: 5:02 - loss: 533.6699 - logits_profile_predictions_loss: 527.2144 - logcount_predictions_loss: 0.6329 460/2388 [====>.........................] - ETA: 5:01 - loss: 533.6596 - logits_profile_predictions_loss: 527.2047 - logcount_predictions_loss: 0.6328 461/2388 [====>.........................] - ETA: 5:01 - loss: 533.6500 - logits_profile_predictions_loss: 527.1957 - logcount_predictions_loss: 0.6328 462/2388 [====>.........................] - ETA: 5:01 - loss: 533.6402 - logits_profile_predictions_loss: 527.1866 - logcount_predictions_loss: 0.6327 463/2388 [====>.........................] - ETA: 5:01 - loss: 533.6303 - logits_profile_predictions_loss: 527.1773 - logcount_predictions_loss: 0.6326 464/2388 [====>.........................] - ETA: 5:01 - loss: 533.6200 - logits_profile_predictions_loss: 527.1677 - logcount_predictions_loss: 0.6326 465/2388 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632.0428 - val_logits_profile_predictions_loss: 625.7081 - val_logcount_predictions_loss: 0.6210 Epoch 00002: val_loss improved from 638.87311 to 632.04285, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 3/50 1/2388 [..............................] - ETA: 9:19 - loss: 446.9974 - logits_profile_predictions_loss: 441.6148 - logcount_predictions_loss: 0.5277 2/2388 [..............................] - ETA: 6:39 - loss: 470.8694 - logits_profile_predictions_loss: 465.3833 - logcount_predictions_loss: 0.5378 3/2388 [..............................] - ETA: 6:24 - loss: 476.2861 - logits_profile_predictions_loss: 470.8065 - logcount_predictions_loss: 0.5372 4/2388 [..............................] - ETA: 6:19 - loss: 483.9043 - logits_profile_predictions_loss: 478.5132 - logcount_predictions_loss: 0.5285 5/2388 [..............................] - ETA: 6:17 - loss: 492.6489 - 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[..............................] - ETA: 6:11 - loss: 522.5146 - logits_profile_predictions_loss: 517.3395 - logcount_predictions_loss: 0.5074 13/2388 [..............................] - ETA: 6:11 - loss: 523.7399 - logits_profile_predictions_loss: 518.5832 - logcount_predictions_loss: 0.5056 14/2388 [..............................] - ETA: 6:11 - loss: 525.5398 - logits_profile_predictions_loss: 520.3932 - logcount_predictions_loss: 0.5046 15/2388 [..............................] - ETA: 6:10 - loss: 526.5888 - logits_profile_predictions_loss: 521.4569 - logcount_predictions_loss: 0.5031 16/2388 [..............................] - ETA: 6:10 - loss: 527.8354 - logits_profile_predictions_loss: 522.7224 - logcount_predictions_loss: 0.5013 17/2388 [..............................] - ETA: 6:10 - loss: 528.6669 - logits_profile_predictions_loss: 523.5731 - logcount_predictions_loss: 0.4994 18/2388 [..............................] - ETA: 6:10 - loss: 529.5311 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 5:04 - loss: 521.7244 - logits_profile_predictions_loss: 516.4075 - logcount_predictions_loss: 0.5213 437/2388 [====>.........................] - ETA: 5:04 - loss: 521.7245 - logits_profile_predictions_loss: 516.4073 - logcount_predictions_loss: 0.5213 438/2388 [====>.........................] - ETA: 5:04 - loss: 521.7242 - logits_profile_predictions_loss: 516.4069 - logcount_predictions_loss: 0.5213 439/2388 [====>.........................] - ETA: 5:04 - loss: 521.7239 - logits_profile_predictions_loss: 516.4064 - logcount_predictions_loss: 0.5213 440/2388 [====>.........................] - ETA: 5:03 - loss: 521.7236 - logits_profile_predictions_loss: 516.4060 - logcount_predictions_loss: 0.5213 441/2388 [====>.........................] - ETA: 5:03 - loss: 521.7229 - logits_profile_predictions_loss: 516.4051 - logcount_predictions_loss: 0.5214 442/2388 [====>.........................] - ETA: 5:03 - loss: 521.7221 - 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[============================>.] - ETA: 0s - loss: 521.5696 - logits_profile_predictions_loss: 516.3088 - logcount_predictions_loss: 0.5157 2388/2388 [==============================] - ETA: 0s - loss: 521.5690 - logits_profile_predictions_loss: 516.3082 - logcount_predictions_loss: 0.5157 2388/2388 [==============================] - 397s 166ms/step - loss: 521.5683 - logits_profile_predictions_loss: 516.3075 - logcount_predictions_loss: 0.5157 - val_loss: 620.5096 - val_logits_profile_predictions_loss: 615.8556 - val_logcount_predictions_loss: 0.4563 Epoch 00003: val_loss improved from 632.04285 to 620.50958, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 4/50 1/2388 [..............................] - ETA: 8:19 - loss: 562.7129 - logits_profile_predictions_loss: 558.2207 - logcount_predictions_loss: 0.4404 2/2388 [..............................] - ETA: 6:29 - loss: 559.4197 - 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[..............................] - ETA: 6:05 - loss: 510.1851 - logits_profile_predictions_loss: 505.2420 - logcount_predictions_loss: 0.4846 43/2388 [..............................] - ETA: 6:05 - loss: 510.1693 - logits_profile_predictions_loss: 505.2298 - logcount_predictions_loss: 0.4843 44/2388 [..............................] - ETA: 6:05 - loss: 510.1191 - logits_profile_predictions_loss: 505.1834 - logcount_predictions_loss: 0.4839 45/2388 [..............................] - ETA: 6:05 - loss: 510.0751 - logits_profile_predictions_loss: 505.1432 - logcount_predictions_loss: 0.4835 46/2388 [..............................] - ETA: 6:04 - loss: 510.1004 - logits_profile_predictions_loss: 505.1723 - logcount_predictions_loss: 0.4832 47/2388 [..............................] - ETA: 6:04 - loss: 510.1069 - logits_profile_predictions_loss: 505.1829 - logcount_predictions_loss: 0.4827 48/2388 [..............................] - ETA: 6:04 - loss: 510.1511 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:00 - loss: 512.3322 - logits_profile_predictions_loss: 507.4760 - logcount_predictions_loss: 0.4761 76/2388 [..............................] - ETA: 6:00 - loss: 512.3756 - logits_profile_predictions_loss: 507.5202 - logcount_predictions_loss: 0.4760 77/2388 [..............................] - ETA: 5:59 - loss: 512.4298 - logits_profile_predictions_loss: 507.5751 - logcount_predictions_loss: 0.4759 78/2388 [..............................] - ETA: 5:59 - loss: 512.4993 - logits_profile_predictions_loss: 507.6454 - logcount_predictions_loss: 0.4759 79/2388 [..............................] - ETA: 5:59 - loss: 512.5707 - logits_profile_predictions_loss: 507.7173 - logcount_predictions_loss: 0.4758 80/2388 [>.............................] - ETA: 5:59 - loss: 512.6196 - logits_profile_predictions_loss: 507.7670 - logcount_predictions_loss: 0.4758 81/2388 [>.............................] - ETA: 5:59 - loss: 512.6619 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:55 - loss: 513.0114 - logits_profile_predictions_loss: 508.1709 - logcount_predictions_loss: 0.4746 109/2388 [>.............................] - ETA: 5:54 - loss: 513.0221 - logits_profile_predictions_loss: 508.1813 - logcount_predictions_loss: 0.4746 110/2388 [>.............................] - ETA: 5:54 - loss: 513.0304 - logits_profile_predictions_loss: 508.1894 - logcount_predictions_loss: 0.4746 111/2388 [>.............................] - ETA: 5:54 - loss: 513.0292 - logits_profile_predictions_loss: 508.1879 - logcount_predictions_loss: 0.4746 112/2388 [>.............................] - ETA: 5:54 - loss: 513.0307 - logits_profile_predictions_loss: 508.1893 - logcount_predictions_loss: 0.4746 113/2388 [>.............................] - ETA: 5:54 - loss: 513.0360 - logits_profile_predictions_loss: 508.1945 - logcount_predictions_loss: 0.4747 114/2388 [>.............................] - ETA: 5:54 - loss: 513.0373 - 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[>.............................] - ETA: 5:53 - loss: 513.0311 - logits_profile_predictions_loss: 508.1860 - logcount_predictions_loss: 0.4750 122/2388 [>.............................] - ETA: 5:52 - loss: 513.0328 - logits_profile_predictions_loss: 508.1869 - logcount_predictions_loss: 0.4751 123/2388 [>.............................] - ETA: 5:52 - loss: 513.0254 - logits_profile_predictions_loss: 508.1787 - logcount_predictions_loss: 0.4752 124/2388 [>.............................] - ETA: 5:52 - loss: 513.0292 - logits_profile_predictions_loss: 508.1816 - logcount_predictions_loss: 0.4753 125/2388 [>.............................] - ETA: 5:52 - loss: 513.0349 - logits_profile_predictions_loss: 508.1862 - logcount_predictions_loss: 0.4754 126/2388 [>.............................] - ETA: 5:52 - loss: 513.0356 - logits_profile_predictions_loss: 508.1860 - logcount_predictions_loss: 0.4755 127/2388 [>.............................] - ETA: 5:52 - loss: 513.0308 - 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[===>..........................] - ETA: 5:19 - loss: 512.4513 - logits_profile_predictions_loss: 507.4669 - logcount_predictions_loss: 0.4887 343/2388 [===>..........................] - ETA: 5:18 - loss: 512.4544 - logits_profile_predictions_loss: 507.4699 - logcount_predictions_loss: 0.4887 344/2388 [===>..........................] - ETA: 5:18 - loss: 512.4574 - logits_profile_predictions_loss: 507.4728 - logcount_predictions_loss: 0.4887 345/2388 [===>..........................] - ETA: 5:18 - loss: 512.4610 - logits_profile_predictions_loss: 507.4763 - logcount_predictions_loss: 0.4887 346/2388 [===>..........................] - ETA: 5:18 - loss: 512.4653 - logits_profile_predictions_loss: 507.4805 - logcount_predictions_loss: 0.4887 347/2388 [===>..........................] - ETA: 5:18 - loss: 512.4693 - logits_profile_predictions_loss: 507.4843 - logcount_predictions_loss: 0.4887 348/2388 [===>..........................] - ETA: 5:18 - loss: 512.4726 - 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[===>..........................] - ETA: 5:17 - loss: 512.4925 - logits_profile_predictions_loss: 507.5068 - logcount_predictions_loss: 0.4888 356/2388 [===>..........................] - ETA: 5:16 - loss: 512.4956 - logits_profile_predictions_loss: 507.5098 - logcount_predictions_loss: 0.4888 357/2388 [===>..........................] - ETA: 5:16 - loss: 512.4991 - logits_profile_predictions_loss: 507.5133 - logcount_predictions_loss: 0.4888 358/2388 [===>..........................] - ETA: 5:16 - loss: 512.5024 - logits_profile_predictions_loss: 507.5165 - logcount_predictions_loss: 0.4888 359/2388 [===>..........................] - ETA: 5:16 - loss: 512.5057 - logits_profile_predictions_loss: 507.5198 - logcount_predictions_loss: 0.4888 360/2388 [===>..........................] - ETA: 5:16 - loss: 512.5084 - logits_profile_predictions_loss: 507.5224 - logcount_predictions_loss: 0.4888 361/2388 [===>..........................] - ETA: 5:16 - loss: 512.5112 - 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[===>..........................] - ETA: 5:15 - loss: 512.5316 - logits_profile_predictions_loss: 507.5451 - logcount_predictions_loss: 0.4889 369/2388 [===>..........................] - ETA: 5:14 - loss: 512.5339 - logits_profile_predictions_loss: 507.5473 - logcount_predictions_loss: 0.4889 370/2388 [===>..........................] - ETA: 5:14 - loss: 512.5367 - logits_profile_predictions_loss: 507.5500 - logcount_predictions_loss: 0.4889 371/2388 [===>..........................] - ETA: 5:14 - loss: 512.5396 - logits_profile_predictions_loss: 507.5529 - logcount_predictions_loss: 0.4889 372/2388 [===>..........................] - ETA: 5:14 - loss: 512.5421 - logits_profile_predictions_loss: 507.5554 - logcount_predictions_loss: 0.4889 373/2388 [===>..........................] - ETA: 5:14 - loss: 512.5447 - logits_profile_predictions_loss: 507.5579 - logcount_predictions_loss: 0.4889 374/2388 [===>..........................] - ETA: 5:14 - loss: 512.5473 - 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[===>..........................] - ETA: 5:13 - loss: 512.5715 - logits_profile_predictions_loss: 507.5842 - logcount_predictions_loss: 0.4890 382/2388 [===>..........................] - ETA: 5:12 - loss: 512.5745 - logits_profile_predictions_loss: 507.5871 - logcount_predictions_loss: 0.4890 383/2388 [===>..........................] - ETA: 5:12 - loss: 512.5779 - logits_profile_predictions_loss: 507.5905 - logcount_predictions_loss: 0.4890 384/2388 [===>..........................] - ETA: 5:12 - loss: 512.5814 - logits_profile_predictions_loss: 507.5940 - logcount_predictions_loss: 0.4890 385/2388 [===>..........................] - ETA: 5:12 - loss: 512.5845 - logits_profile_predictions_loss: 507.5971 - logcount_predictions_loss: 0.4890 386/2388 [===>..........................] - ETA: 5:12 - loss: 512.5875 - logits_profile_predictions_loss: 507.6000 - logcount_predictions_loss: 0.4890 387/2388 [===>..........................] - ETA: 5:12 - loss: 512.5899 - 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[===>..........................] - ETA: 5:11 - loss: 512.6110 - logits_profile_predictions_loss: 507.6234 - logcount_predictions_loss: 0.4890 395/2388 [===>..........................] - ETA: 5:10 - loss: 512.6146 - logits_profile_predictions_loss: 507.6270 - logcount_predictions_loss: 0.4890 396/2388 [===>..........................] - ETA: 5:10 - loss: 512.6185 - logits_profile_predictions_loss: 507.6308 - logcount_predictions_loss: 0.4890 397/2388 [===>..........................] - ETA: 5:10 - loss: 512.6226 - logits_profile_predictions_loss: 507.6349 - logcount_predictions_loss: 0.4890 398/2388 [====>.........................] - ETA: 5:10 - loss: 512.6268 - logits_profile_predictions_loss: 507.6391 - logcount_predictions_loss: 0.4890 399/2388 [====>.........................] - ETA: 5:10 - loss: 512.6301 - logits_profile_predictions_loss: 507.6425 - logcount_predictions_loss: 0.4890 400/2388 [====>.........................] - ETA: 5:10 - loss: 512.6337 - 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[====>.........................] - ETA: 5:09 - loss: 512.6585 - logits_profile_predictions_loss: 507.6708 - logcount_predictions_loss: 0.4890 408/2388 [====>.........................] - ETA: 5:08 - loss: 512.6613 - logits_profile_predictions_loss: 507.6736 - logcount_predictions_loss: 0.4890 409/2388 [====>.........................] - ETA: 5:08 - loss: 512.6642 - logits_profile_predictions_loss: 507.6765 - logcount_predictions_loss: 0.4890 410/2388 [====>.........................] - ETA: 5:08 - loss: 512.6669 - logits_profile_predictions_loss: 507.6792 - logcount_predictions_loss: 0.4890 411/2388 [====>.........................] - ETA: 5:08 - loss: 512.6694 - logits_profile_predictions_loss: 507.6817 - logcount_predictions_loss: 0.4890 412/2388 [====>.........................] - ETA: 5:08 - loss: 512.6723 - logits_profile_predictions_loss: 507.6845 - logcount_predictions_loss: 0.4890 413/2388 [====>.........................] - ETA: 5:08 - loss: 512.6752 - 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[============================>.] - ETA: 3s - loss: 514.0883 - logits_profile_predictions_loss: 509.2035 - logcount_predictions_loss: 0.4789 2365/2388 [============================>.] - ETA: 3s - loss: 514.0886 - logits_profile_predictions_loss: 509.2039 - logcount_predictions_loss: 0.4789 2366/2388 [============================>.] - ETA: 3s - loss: 514.0889 - logits_profile_predictions_loss: 509.2042 - logcount_predictions_loss: 0.4789 2367/2388 [============================>.] - ETA: 3s - loss: 514.0893 - logits_profile_predictions_loss: 509.2046 - logcount_predictions_loss: 0.4789 2368/2388 [============================>.] - ETA: 3s - loss: 514.0896 - logits_profile_predictions_loss: 509.2050 - logcount_predictions_loss: 0.4789 2369/2388 [============================>.] - ETA: 2s - loss: 514.0900 - logits_profile_predictions_loss: 509.2054 - logcount_predictions_loss: 0.4789 2370/2388 [============================>.] - ETA: 2s - loss: 514.0903 - logits_profile_predictions_loss: 509.2058 - logcount_predictions_loss: 0.4789 2371/2388 [============================>.] - ETA: 2s - loss: 514.0907 - logits_profile_predictions_loss: 509.2062 - logcount_predictions_loss: 0.4789 2372/2388 [============================>.] - ETA: 2s - loss: 514.0910 - logits_profile_predictions_loss: 509.2066 - logcount_predictions_loss: 0.4789 2373/2388 [============================>.] - ETA: 2s - loss: 514.0913 - logits_profile_predictions_loss: 509.2069 - logcount_predictions_loss: 0.4789 2374/2388 [============================>.] - ETA: 2s - loss: 514.0917 - logits_profile_predictions_loss: 509.2073 - logcount_predictions_loss: 0.4789 2375/2388 [============================>.] - ETA: 2s - loss: 514.0920 - logits_profile_predictions_loss: 509.2077 - logcount_predictions_loss: 0.4789 2376/2388 [============================>.] - ETA: 1s - loss: 514.0923 - logits_profile_predictions_loss: 509.2080 - logcount_predictions_loss: 0.4788 2377/2388 [============================>.] - ETA: 1s - loss: 514.0926 - logits_profile_predictions_loss: 509.2084 - logcount_predictions_loss: 0.4788 2378/2388 [============================>.] - ETA: 1s - loss: 514.0929 - logits_profile_predictions_loss: 509.2087 - logcount_predictions_loss: 0.4788 2379/2388 [============================>.] - ETA: 1s - loss: 514.0932 - logits_profile_predictions_loss: 509.2091 - logcount_predictions_loss: 0.4788 2380/2388 [============================>.] - ETA: 1s - loss: 514.0935 - logits_profile_predictions_loss: 509.2094 - logcount_predictions_loss: 0.4788 2381/2388 [============================>.] - ETA: 1s - loss: 514.0939 - logits_profile_predictions_loss: 509.2098 - logcount_predictions_loss: 0.4788 2382/2388 [============================>.] - ETA: 0s - loss: 514.0942 - logits_profile_predictions_loss: 509.2102 - logcount_predictions_loss: 0.4788 2383/2388 [============================>.] - ETA: 0s - loss: 514.0945 - logits_profile_predictions_loss: 509.2105 - logcount_predictions_loss: 0.4788 2384/2388 [============================>.] - ETA: 0s - loss: 514.0949 - logits_profile_predictions_loss: 509.2109 - logcount_predictions_loss: 0.4788 2385/2388 [============================>.] - ETA: 0s - loss: 514.0952 - logits_profile_predictions_loss: 509.2113 - logcount_predictions_loss: 0.4788 2386/2388 [============================>.] - ETA: 0s - loss: 514.0955 - logits_profile_predictions_loss: 509.2116 - logcount_predictions_loss: 0.4788 2387/2388 [============================>.] - ETA: 0s - loss: 514.0957 - logits_profile_predictions_loss: 509.2119 - logcount_predictions_loss: 0.4788 2388/2388 [==============================] - ETA: 0s - loss: 514.0960 - logits_profile_predictions_loss: 509.2122 - logcount_predictions_loss: 0.4788 2388/2388 [==============================] - 397s 166ms/step - loss: 514.0963 - logits_profile_predictions_loss: 509.2125 - logcount_predictions_loss: 0.4788 - val_loss: 623.4471 - val_logits_profile_predictions_loss: 618.5496 - val_logcount_predictions_loss: 0.4802 Epoch 00004: val_loss did not improve from 620.50958 Epoch 5/50 1/2388 [..............................] - ETA: 8:21 - loss: 629.9362 - logits_profile_predictions_loss: 624.3784 - logcount_predictions_loss: 0.5449 2/2388 [..............................] - ETA: 6:31 - loss: 599.1429 - logits_profile_predictions_loss: 594.0294 - logcount_predictions_loss: 0.5013 3/2388 [..............................] - ETA: 6:20 - loss: 582.9289 - logits_profile_predictions_loss: 577.9332 - logcount_predictions_loss: 0.4898 4/2388 [..............................] - ETA: 6:17 - loss: 580.0259 - logits_profile_predictions_loss: 574.9394 - logcount_predictions_loss: 0.4987 5/2388 [..............................] - ETA: 6:15 - loss: 573.3889 - logits_profile_predictions_loss: 568.2829 - logcount_predictions_loss: 0.5006 6/2388 [..............................] - ETA: 6:13 - loss: 567.6413 - logits_profile_predictions_loss: 562.5356 - logcount_predictions_loss: 0.5006 7/2388 [..............................] - ETA: 6:12 - loss: 564.1963 - logits_profile_predictions_loss: 559.0955 - logcount_predictions_loss: 0.5001 8/2388 [..............................] - ETA: 6:12 - loss: 559.4206 - logits_profile_predictions_loss: 554.3380 - logcount_predictions_loss: 0.4983 9/2388 [..............................] - ETA: 6:11 - loss: 556.7908 - logits_profile_predictions_loss: 551.7336 - logcount_predictions_loss: 0.4958 10/2388 [..............................] - ETA: 6:11 - loss: 554.9023 - logits_profile_predictions_loss: 549.8588 - logcount_predictions_loss: 0.4945 11/2388 [..............................] - ETA: 6:11 - loss: 552.6680 - logits_profile_predictions_loss: 547.6489 - logcount_predictions_loss: 0.4921 12/2388 [..............................] - ETA: 6:10 - loss: 550.1231 - logits_profile_predictions_loss: 545.1344 - logcount_predictions_loss: 0.4891 13/2388 [..............................] - ETA: 6:10 - loss: 547.5647 - logits_profile_predictions_loss: 542.6072 - logcount_predictions_loss: 0.4860 14/2388 [..............................] - ETA: 6:10 - loss: 545.6666 - logits_profile_predictions_loss: 540.7319 - logcount_predictions_loss: 0.4838 15/2388 [..............................] - ETA: 6:10 - loss: 543.7990 - logits_profile_predictions_loss: 538.8872 - logcount_predictions_loss: 0.4815 16/2388 [..............................] - ETA: 6:09 - loss: 542.2117 - logits_profile_predictions_loss: 537.3190 - logcount_predictions_loss: 0.4797 17/2388 [..............................] - ETA: 6:09 - loss: 540.8547 - logits_profile_predictions_loss: 535.9772 - logcount_predictions_loss: 0.4782 18/2388 [..............................] - ETA: 6:09 - loss: 539.5527 - logits_profile_predictions_loss: 534.6875 - logcount_predictions_loss: 0.4770 19/2388 [..............................] - ETA: 6:09 - loss: 538.3919 - logits_profile_predictions_loss: 533.5374 - logcount_predictions_loss: 0.4759 20/2388 [..............................] - ETA: 6:08 - loss: 537.1692 - logits_profile_predictions_loss: 532.3230 - logcount_predictions_loss: 0.4751 21/2388 [..............................] - ETA: 6:08 - loss: 536.1550 - logits_profile_predictions_loss: 531.3175 - logcount_predictions_loss: 0.4743 22/2388 [..............................] - ETA: 6:08 - loss: 535.3607 - logits_profile_predictions_loss: 530.5297 - logcount_predictions_loss: 0.4736 23/2388 [..............................] - ETA: 6:08 - loss: 534.5897 - logits_profile_predictions_loss: 529.7651 - logcount_predictions_loss: 0.4730 24/2388 [..............................] - ETA: 6:08 - loss: 533.8156 - logits_profile_predictions_loss: 528.9965 - logcount_predictions_loss: 0.4725 25/2388 [..............................] - ETA: 6:08 - loss: 532.8773 - logits_profile_predictions_loss: 528.0664 - logcount_predictions_loss: 0.4717 26/2388 [..............................] - ETA: 6:07 - loss: 531.8755 - logits_profile_predictions_loss: 527.0747 - logcount_predictions_loss: 0.4707 27/2388 [..............................] - ETA: 6:07 - loss: 530.9220 - logits_profile_predictions_loss: 526.1323 - logcount_predictions_loss: 0.4696 28/2388 [..............................] - ETA: 6:07 - loss: 530.1078 - logits_profile_predictions_loss: 525.3290 - logcount_predictions_loss: 0.4685 29/2388 [..............................] - ETA: 6:07 - loss: 529.4036 - logits_profile_predictions_loss: 524.6361 - logcount_predictions_loss: 0.4674 30/2388 [..............................] - ETA: 6:07 - loss: 528.7632 - logits_profile_predictions_loss: 524.0086 - logcount_predictions_loss: 0.4661 31/2388 [..............................] - ETA: 6:07 - loss: 528.1044 - logits_profile_predictions_loss: 523.3611 - logcount_predictions_loss: 0.4650 32/2388 [..............................] - ETA: 6:06 - loss: 527.5597 - logits_profile_predictions_loss: 522.8261 - logcount_predictions_loss: 0.4641 33/2388 [..............................] - ETA: 6:06 - loss: 527.0464 - logits_profile_predictions_loss: 522.3218 - logcount_predictions_loss: 0.4632 34/2388 [..............................] - ETA: 6:06 - loss: 526.5589 - logits_profile_predictions_loss: 521.8428 - logcount_predictions_loss: 0.4624 35/2388 [..............................] - ETA: 6:06 - loss: 526.0353 - logits_profile_predictions_loss: 521.3272 - logcount_predictions_loss: 0.4616 36/2388 [..............................] - ETA: 6:06 - loss: 525.6082 - logits_profile_predictions_loss: 520.9070 - logcount_predictions_loss: 0.4609 37/2388 [..............................] - ETA: 6:06 - loss: 525.2431 - logits_profile_predictions_loss: 520.5490 - logcount_predictions_loss: 0.4602 38/2388 [..............................] - ETA: 6:05 - loss: 524.9361 - logits_profile_predictions_loss: 520.2491 - logcount_predictions_loss: 0.4595 39/2388 [..............................] - ETA: 6:05 - loss: 524.6367 - logits_profile_predictions_loss: 519.9569 - logcount_predictions_loss: 0.4588 40/2388 [..............................] - ETA: 6:05 - loss: 524.3309 - logits_profile_predictions_loss: 519.6575 - logcount_predictions_loss: 0.4582 41/2388 [..............................] - ETA: 6:05 - loss: 524.1207 - logits_profile_predictions_loss: 519.4530 - logcount_predictions_loss: 0.4576 42/2388 [..............................] - ETA: 6:05 - loss: 523.8981 - logits_profile_predictions_loss: 519.2357 - logcount_predictions_loss: 0.4571 43/2388 [..............................] - ETA: 6:05 - loss: 523.7292 - logits_profile_predictions_loss: 519.0727 - logcount_predictions_loss: 0.4565 44/2388 [..............................] - ETA: 6:04 - loss: 523.5711 - logits_profile_predictions_loss: 518.9194 - logcount_predictions_loss: 0.4561 45/2388 [..............................] - ETA: 6:04 - loss: 523.3666 - logits_profile_predictions_loss: 518.7184 - logcount_predictions_loss: 0.4557 46/2388 [..............................] - ETA: 6:04 - loss: 523.1071 - logits_profile_predictions_loss: 518.4621 - logcount_predictions_loss: 0.4554 47/2388 [..............................] - ETA: 6:04 - loss: 522.8798 - logits_profile_predictions_loss: 518.2379 - logcount_predictions_loss: 0.4551 48/2388 [..............................] - ETA: 6:04 - loss: 522.6418 - logits_profile_predictions_loss: 518.0025 - logcount_predictions_loss: 0.4548 49/2388 [..............................] - ETA: 6:04 - loss: 522.4463 - logits_profile_predictions_loss: 517.8087 - logcount_predictions_loss: 0.4547 50/2388 [..............................] - ETA: 6:03 - loss: 522.2324 - logits_profile_predictions_loss: 517.5963 - logcount_predictions_loss: 0.4545 51/2388 [..............................] - ETA: 6:03 - loss: 522.0267 - logits_profile_predictions_loss: 517.3918 - logcount_predictions_loss: 0.4544 52/2388 [..............................] - ETA: 6:03 - loss: 521.8490 - logits_profile_predictions_loss: 517.2149 - logcount_predictions_loss: 0.4543 53/2388 [..............................] - ETA: 6:03 - loss: 521.7200 - logits_profile_predictions_loss: 517.0868 - logcount_predictions_loss: 0.4542 54/2388 [..............................] - ETA: 6:03 - loss: 521.6146 - logits_profile_predictions_loss: 516.9820 - logcount_predictions_loss: 0.4542 55/2388 [..............................] - ETA: 6:03 - loss: 521.5053 - logits_profile_predictions_loss: 516.8737 - logcount_predictions_loss: 0.4541 56/2388 [..............................] - ETA: 6:02 - loss: 521.4310 - logits_profile_predictions_loss: 516.8007 - logcount_predictions_loss: 0.4539 57/2388 [..............................] - ETA: 6:02 - loss: 521.3669 - logits_profile_predictions_loss: 516.7375 - logcount_predictions_loss: 0.4539 58/2388 [..............................] - ETA: 6:02 - loss: 521.2704 - logits_profile_predictions_loss: 516.6420 - logcount_predictions_loss: 0.4538 59/2388 [..............................] - ETA: 6:02 - loss: 521.1965 - logits_profile_predictions_loss: 516.5691 - logcount_predictions_loss: 0.4537 60/2388 [..............................] - ETA: 6:02 - loss: 521.0989 - logits_profile_predictions_loss: 516.4729 - logcount_predictions_loss: 0.4535 61/2388 [..............................] - ETA: 6:02 - loss: 521.0156 - logits_profile_predictions_loss: 516.3903 - logcount_predictions_loss: 0.4535 62/2388 [..............................] - ETA: 6:01 - loss: 520.9370 - logits_profile_predictions_loss: 516.3122 - logcount_predictions_loss: 0.4534 63/2388 [..............................] - ETA: 6:01 - loss: 520.8623 - logits_profile_predictions_loss: 516.2384 - logcount_predictions_loss: 0.4533 64/2388 [..............................] - ETA: 6:01 - loss: 520.7812 - logits_profile_predictions_loss: 516.1583 - logcount_predictions_loss: 0.4532 65/2388 [..............................] - ETA: 6:01 - loss: 520.6852 - logits_profile_predictions_loss: 516.0632 - logcount_predictions_loss: 0.4531 66/2388 [..............................] - ETA: 6:01 - loss: 520.5878 - logits_profile_predictions_loss: 515.9670 - logcount_predictions_loss: 0.4530 67/2388 [..............................] - ETA: 6:01 - loss: 520.5034 - logits_profile_predictions_loss: 515.8840 - logcount_predictions_loss: 0.4529 68/2388 [..............................] - ETA: 6:01 - loss: 520.3926 - logits_profile_predictions_loss: 515.7750 - logcount_predictions_loss: 0.4527 69/2388 [..............................] - ETA: 6:00 - loss: 520.2682 - logits_profile_predictions_loss: 515.6526 - logcount_predictions_loss: 0.4525 70/2388 [..............................] - ETA: 6:00 - loss: 520.1680 - logits_profile_predictions_loss: 515.5543 - logcount_predictions_loss: 0.4523 71/2388 [..............................] - ETA: 6:00 - loss: 520.0801 - logits_profile_predictions_loss: 515.4682 - logcount_predictions_loss: 0.4521 72/2388 [..............................] - ETA: 6:00 - loss: 519.9893 - logits_profile_predictions_loss: 515.3792 - logcount_predictions_loss: 0.4520 73/2388 [..............................] - ETA: 6:00 - loss: 519.8914 - logits_profile_predictions_loss: 515.2830 - logcount_predictions_loss: 0.4518 74/2388 [..............................] - ETA: 6:00 - loss: 519.7825 - logits_profile_predictions_loss: 515.1758 - logcount_predictions_loss: 0.4516 75/2388 [..............................] - ETA: 5:59 - loss: 519.6664 - logits_profile_predictions_loss: 515.0613 - logcount_predictions_loss: 0.4515 76/2388 [..............................] - ETA: 5:59 - loss: 519.5412 - logits_profile_predictions_loss: 514.9377 - logcount_predictions_loss: 0.4513 77/2388 [..............................] - ETA: 5:59 - loss: 519.4361 - logits_profile_predictions_loss: 514.8342 - logcount_predictions_loss: 0.4512 78/2388 [..............................] - ETA: 5:59 - loss: 519.3442 - logits_profile_predictions_loss: 514.7439 - logcount_predictions_loss: 0.4510 79/2388 [..............................] - ETA: 5:59 - loss: 519.2757 - logits_profile_predictions_loss: 514.6771 - logcount_predictions_loss: 0.4508 80/2388 [>.............................] - ETA: 5:59 - loss: 519.2078 - logits_profile_predictions_loss: 514.6110 - logcount_predictions_loss: 0.4507 81/2388 [>.............................] - ETA: 5:58 - loss: 519.1432 - logits_profile_predictions_loss: 514.5482 - logcount_predictions_loss: 0.4505 82/2388 [>.............................] - ETA: 5:58 - loss: 519.0708 - logits_profile_predictions_loss: 514.4775 - logcount_predictions_loss: 0.4503 83/2388 [>.............................] - ETA: 5:58 - loss: 518.9839 - logits_profile_predictions_loss: 514.3925 - logcount_predictions_loss: 0.4501 84/2388 [>.............................] - ETA: 5:58 - loss: 518.8993 - logits_profile_predictions_loss: 514.3098 - logcount_predictions_loss: 0.4500 85/2388 [>.............................] - ETA: 5:58 - loss: 518.8111 - logits_profile_predictions_loss: 514.2234 - logcount_predictions_loss: 0.4498 86/2388 [>.............................] - ETA: 5:58 - loss: 518.7313 - logits_profile_predictions_loss: 514.1451 - logcount_predictions_loss: 0.4496 87/2388 [>.............................] - ETA: 5:58 - loss: 518.6653 - logits_profile_predictions_loss: 514.0807 - logcount_predictions_loss: 0.4495 88/2388 [>.............................] - ETA: 5:57 - loss: 518.5979 - logits_profile_predictions_loss: 514.0147 - logcount_predictions_loss: 0.4493 89/2388 [>.............................] - ETA: 5:57 - loss: 518.5295 - logits_profile_predictions_loss: 513.9474 - logcount_predictions_loss: 0.4492 90/2388 [>.............................] - ETA: 5:57 - loss: 518.4647 - logits_profile_predictions_loss: 513.8838 - logcount_predictions_loss: 0.4491 91/2388 [>.............................] - ETA: 5:57 - loss: 518.3927 - logits_profile_predictions_loss: 513.8127 - logcount_predictions_loss: 0.4490 92/2388 [>.............................] - ETA: 5:57 - loss: 518.3175 - logits_profile_predictions_loss: 513.7384 - logcount_predictions_loss: 0.4489 93/2388 [>.............................] - ETA: 5:57 - loss: 518.2343 - logits_profile_predictions_loss: 513.6561 - logcount_predictions_loss: 0.4488 94/2388 [>.............................] - ETA: 5:56 - loss: 518.1574 - logits_profile_predictions_loss: 513.5799 - logcount_predictions_loss: 0.4488 95/2388 [>.............................] - ETA: 5:56 - loss: 518.0795 - logits_profile_predictions_loss: 513.5028 - logcount_predictions_loss: 0.4487 96/2388 [>.............................] - ETA: 5:56 - loss: 517.9956 - logits_profile_predictions_loss: 513.4197 - logcount_predictions_loss: 0.4486 97/2388 [>.............................] - ETA: 5:56 - loss: 517.9093 - logits_profile_predictions_loss: 513.3341 - logcount_predictions_loss: 0.4485 98/2388 [>.............................] - ETA: 5:56 - loss: 517.8220 - logits_profile_predictions_loss: 513.2476 - logcount_predictions_loss: 0.4485 99/2388 [>.............................] - ETA: 5:56 - loss: 517.7381 - logits_profile_predictions_loss: 513.1644 - logcount_predictions_loss: 0.4484 100/2388 [>.............................] - ETA: 5:56 - loss: 517.6546 - logits_profile_predictions_loss: 513.0818 - logcount_predictions_loss: 0.4483 101/2388 [>.............................] - ETA: 5:55 - loss: 517.5860 - logits_profile_predictions_loss: 513.0140 - logcount_predictions_loss: 0.4482 102/2388 [>.............................] - ETA: 5:55 - loss: 517.5242 - logits_profile_predictions_loss: 512.9529 - logcount_predictions_loss: 0.4482 103/2388 [>.............................] - ETA: 5:55 - loss: 517.4604 - logits_profile_predictions_loss: 512.8900 - logcount_predictions_loss: 0.4481 104/2388 [>.............................] - ETA: 5:55 - loss: 517.3948 - logits_profile_predictions_loss: 512.8252 - logcount_predictions_loss: 0.4480 105/2388 [>.............................] - ETA: 5:55 - loss: 517.3246 - logits_profile_predictions_loss: 512.7558 - logcount_predictions_loss: 0.4479 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logits_profile_predictions_loss: 512.3227 - logcount_predictions_loss: 0.4473 113/2388 [>.............................] - ETA: 5:54 - loss: 516.8241 - logits_profile_predictions_loss: 512.2625 - logcount_predictions_loss: 0.4472 114/2388 [>.............................] - ETA: 5:54 - loss: 516.7594 - logits_profile_predictions_loss: 512.1987 - logcount_predictions_loss: 0.4471 115/2388 [>.............................] - ETA: 5:53 - loss: 516.6957 - logits_profile_predictions_loss: 512.1358 - logcount_predictions_loss: 0.4470 116/2388 [>.............................] - ETA: 5:53 - loss: 516.6341 - logits_profile_predictions_loss: 512.0751 - logcount_predictions_loss: 0.4470 117/2388 [>.............................] - ETA: 5:53 - loss: 516.5834 - logits_profile_predictions_loss: 512.0254 - logcount_predictions_loss: 0.4469 118/2388 [>.............................] - ETA: 5:53 - loss: 516.5309 - logits_profile_predictions_loss: 511.9740 - logcount_predictions_loss: 0.4468 119/2388 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[=====>........................] - ETA: 4:53 - loss: 513.2370 - logits_profile_predictions_loss: 508.6873 - logcount_predictions_loss: 0.4461 510/2388 [=====>........................] - ETA: 4:53 - loss: 513.2332 - logits_profile_predictions_loss: 508.6835 - logcount_predictions_loss: 0.4461 511/2388 [=====>........................] - ETA: 4:52 - loss: 513.2291 - logits_profile_predictions_loss: 508.6794 - logcount_predictions_loss: 0.4461 512/2388 [=====>........................] - ETA: 4:52 - loss: 513.2252 - logits_profile_predictions_loss: 508.6755 - logcount_predictions_loss: 0.4461 513/2388 [=====>........................] - ETA: 4:52 - loss: 513.2212 - logits_profile_predictions_loss: 508.6714 - logcount_predictions_loss: 0.4461 514/2388 [=====>........................] - ETA: 4:52 - loss: 513.2166 - logits_profile_predictions_loss: 508.6668 - logcount_predictions_loss: 0.4461 515/2388 [=====>........................] - ETA: 4:52 - loss: 513.2125 - 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[============================>.] - ETA: 4s - loss: 511.5414 - logits_profile_predictions_loss: 506.9814 - logcount_predictions_loss: 0.4471 2363/2388 [============================>.] - ETA: 3s - loss: 511.5415 - logits_profile_predictions_loss: 506.9815 - logcount_predictions_loss: 0.4471 2364/2388 [============================>.] - ETA: 3s - loss: 511.5415 - logits_profile_predictions_loss: 506.9815 - logcount_predictions_loss: 0.4471 2365/2388 [============================>.] - ETA: 3s - loss: 511.5416 - logits_profile_predictions_loss: 506.9816 - logcount_predictions_loss: 0.4471 2366/2388 [============================>.] - ETA: 3s - loss: 511.5417 - logits_profile_predictions_loss: 506.9817 - logcount_predictions_loss: 0.4471 2367/2388 [============================>.] - ETA: 3s - loss: 511.5418 - logits_profile_predictions_loss: 506.9818 - logcount_predictions_loss: 0.4471 2368/2388 [============================>.] - ETA: 3s - loss: 511.5419 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 506.9833 - logcount_predictions_loss: 0.4471 2388/2388 [==============================] - 396s 166ms/step - loss: 511.5434 - logits_profile_predictions_loss: 506.9833 - logcount_predictions_loss: 0.4471 - val_loss: 615.0458 - val_logits_profile_predictions_loss: 610.2661 - val_logcount_predictions_loss: 0.4686 Epoch 00005: val_loss improved from 620.50958 to 615.04578, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 6/50 1/2388 [..............................] - ETA: 9:10 - loss: 549.3669 - logits_profile_predictions_loss: 545.6295 - logcount_predictions_loss: 0.3664 2/2388 [..............................] - ETA: 6:07 - loss: 549.0486 - logits_profile_predictions_loss: 545.1895 - logcount_predictions_loss: 0.3784 3/2388 [..............................] - ETA: 6:09 - loss: 552.4090 - logits_profile_predictions_loss: 548.3400 - logcount_predictions_loss: 0.3989 4/2388 [..............................] - ETA: 6:09 - loss: 552.5657 - logits_profile_predictions_loss: 548.3422 - logcount_predictions_loss: 0.4141 5/2388 [..............................] - ETA: 6:09 - loss: 551.6390 - logits_profile_predictions_loss: 547.2802 - logcount_predictions_loss: 0.4273 6/2388 [..............................] - ETA: 6:09 - loss: 551.4046 - logits_profile_predictions_loss: 547.0046 - logcount_predictions_loss: 0.4314 7/2388 [..............................] - ETA: 6:09 - loss: 549.6477 - logits_profile_predictions_loss: 545.1966 - logcount_predictions_loss: 0.4364 8/2388 [..............................] - ETA: 6:09 - loss: 548.8900 - logits_profile_predictions_loss: 544.3931 - logcount_predictions_loss: 0.4409 9/2388 [..............................] - ETA: 6:09 - loss: 547.1369 - logits_profile_predictions_loss: 542.6121 - logcount_predictions_loss: 0.4436 10/2388 [..............................] - ETA: 6:09 - loss: 545.0272 - logits_profile_predictions_loss: 540.4975 - logcount_predictions_loss: 0.4441 11/2388 [..............................] - ETA: 6:09 - loss: 543.0828 - logits_profile_predictions_loss: 538.5621 - logcount_predictions_loss: 0.4432 12/2388 [..............................] - ETA: 6:08 - loss: 540.9913 - logits_profile_predictions_loss: 536.4656 - logcount_predictions_loss: 0.4437 13/2388 [..............................] - ETA: 6:08 - loss: 538.8942 - logits_profile_predictions_loss: 534.3642 - logcount_predictions_loss: 0.4441 14/2388 [..............................] - ETA: 6:08 - loss: 537.1110 - logits_profile_predictions_loss: 532.5740 - logcount_predictions_loss: 0.4448 15/2388 [..............................] - ETA: 6:08 - loss: 535.6471 - logits_profile_predictions_loss: 531.1086 - logcount_predictions_loss: 0.4449 16/2388 [..............................] - ETA: 6:08 - loss: 534.4454 - logits_profile_predictions_loss: 529.9072 - logcount_predictions_loss: 0.4449 17/2388 [..............................] - ETA: 6:08 - loss: 533.4818 - logits_profile_predictions_loss: 528.9364 - logcount_predictions_loss: 0.4456 18/2388 [..............................] - ETA: 6:07 - loss: 532.6957 - logits_profile_predictions_loss: 528.1458 - logcount_predictions_loss: 0.4461 19/2388 [..............................] - ETA: 6:07 - loss: 532.1139 - logits_profile_predictions_loss: 527.5642 - logcount_predictions_loss: 0.4460 20/2388 [..............................] - ETA: 6:07 - loss: 531.4902 - logits_profile_predictions_loss: 526.9439 - logcount_predictions_loss: 0.4457 21/2388 [..............................] - ETA: 6:07 - loss: 530.8966 - logits_profile_predictions_loss: 526.3511 - logcount_predictions_loss: 0.4456 22/2388 [..............................] - ETA: 6:07 - loss: 530.5162 - logits_profile_predictions_loss: 525.9676 - logcount_predictions_loss: 0.4459 23/2388 [..............................] - ETA: 6:07 - loss: 530.2131 - logits_profile_predictions_loss: 525.6618 - logcount_predictions_loss: 0.4462 24/2388 [..............................] - ETA: 6:06 - loss: 529.7407 - logits_profile_predictions_loss: 525.1870 - logcount_predictions_loss: 0.4464 25/2388 [..............................] - ETA: 6:06 - loss: 529.1798 - logits_profile_predictions_loss: 524.6253 - logcount_predictions_loss: 0.4465 26/2388 [..............................] - ETA: 6:06 - loss: 528.6608 - logits_profile_predictions_loss: 524.1047 - logcount_predictions_loss: 0.4467 27/2388 [..............................] - ETA: 6:06 - loss: 528.2225 - logits_profile_predictions_loss: 523.6649 - logcount_predictions_loss: 0.4468 28/2388 [..............................] - ETA: 6:06 - loss: 527.6911 - logits_profile_predictions_loss: 523.1330 - logcount_predictions_loss: 0.4469 29/2388 [..............................] - ETA: 6:06 - loss: 527.2515 - logits_profile_predictions_loss: 522.6918 - logcount_predictions_loss: 0.4470 30/2388 [..............................] - ETA: 6:06 - 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37/2388 [..............................] - ETA: 6:05 - loss: 524.3956 - logits_profile_predictions_loss: 519.8187 - logcount_predictions_loss: 0.4487 38/2388 [..............................] - ETA: 6:05 - loss: 524.0510 - logits_profile_predictions_loss: 519.4723 - logcount_predictions_loss: 0.4489 39/2388 [..............................] - ETA: 6:04 - loss: 523.8117 - logits_profile_predictions_loss: 519.2316 - logcount_predictions_loss: 0.4490 40/2388 [..............................] - ETA: 6:04 - loss: 523.6330 - logits_profile_predictions_loss: 519.0509 - logcount_predictions_loss: 0.4492 41/2388 [..............................] - ETA: 6:04 - loss: 523.4250 - logits_profile_predictions_loss: 518.8409 - logcount_predictions_loss: 0.4494 42/2388 [..............................] - ETA: 6:04 - loss: 523.1802 - logits_profile_predictions_loss: 518.5942 - logcount_predictions_loss: 0.4496 43/2388 [..............................] - ETA: 6:04 - loss: 522.9299 - 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[..............................] - ETA: 6:03 - loss: 520.8713 - logits_profile_predictions_loss: 516.2811 - logcount_predictions_loss: 0.4500 51/2388 [..............................] - ETA: 6:03 - loss: 520.6293 - logits_profile_predictions_loss: 516.0386 - logcount_predictions_loss: 0.4501 52/2388 [..............................] - ETA: 6:03 - loss: 520.4646 - logits_profile_predictions_loss: 515.8727 - logcount_predictions_loss: 0.4502 53/2388 [..............................] - ETA: 6:02 - loss: 520.3192 - logits_profile_predictions_loss: 515.7259 - logcount_predictions_loss: 0.4503 54/2388 [..............................] - ETA: 6:02 - loss: 520.1889 - logits_profile_predictions_loss: 515.5947 - logcount_predictions_loss: 0.4504 55/2388 [..............................] - ETA: 6:02 - loss: 520.0517 - logits_profile_predictions_loss: 515.4565 - logcount_predictions_loss: 0.4505 56/2388 [..............................] - ETA: 6:02 - loss: 519.9655 - logits_profile_predictions_loss: 515.3694 - logcount_predictions_loss: 0.4506 57/2388 [..............................] - ETA: 6:02 - loss: 519.8712 - logits_profile_predictions_loss: 515.2742 - logcount_predictions_loss: 0.4507 58/2388 [..............................] - ETA: 6:02 - loss: 519.7749 - logits_profile_predictions_loss: 515.1765 - logcount_predictions_loss: 0.4508 59/2388 [..............................] - ETA: 6:02 - loss: 519.6730 - logits_profile_predictions_loss: 515.0726 - logcount_predictions_loss: 0.4510 60/2388 [..............................] - ETA: 6:01 - loss: 519.6002 - logits_profile_predictions_loss: 514.9975 - logcount_predictions_loss: 0.4512 61/2388 [..............................] - ETA: 6:01 - loss: 519.5270 - logits_profile_predictions_loss: 514.9225 - logcount_predictions_loss: 0.4514 62/2388 [..............................] - ETA: 6:01 - loss: 519.4123 - logits_profile_predictions_loss: 514.8066 - logcount_predictions_loss: 0.4515 63/2388 [..............................] - ETA: 6:01 - 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[>.............................] - ETA: 5:58 - loss: 517.1228 - logits_profile_predictions_loss: 512.5138 - logcount_predictions_loss: 0.4519 84/2388 [>.............................] - ETA: 5:58 - loss: 517.0465 - logits_profile_predictions_loss: 512.4386 - logcount_predictions_loss: 0.4518 85/2388 [>.............................] - ETA: 5:58 - loss: 516.9580 - logits_profile_predictions_loss: 512.3512 - logcount_predictions_loss: 0.4516 86/2388 [>.............................] - ETA: 5:57 - loss: 516.8687 - logits_profile_predictions_loss: 512.2633 - logcount_predictions_loss: 0.4515 87/2388 [>.............................] - ETA: 5:57 - loss: 516.7973 - logits_profile_predictions_loss: 512.1931 - logcount_predictions_loss: 0.4514 88/2388 [>.............................] - ETA: 5:57 - loss: 516.7155 - logits_profile_predictions_loss: 512.1128 - logcount_predictions_loss: 0.4513 89/2388 [>.............................] - ETA: 5:57 - loss: 516.6274 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 5:07 - loss: 510.5422 - logits_profile_predictions_loss: 506.0498 - logcount_predictions_loss: 0.4404 416/2388 [====>.........................] - ETA: 5:07 - loss: 510.5393 - logits_profile_predictions_loss: 506.0470 - logcount_predictions_loss: 0.4404 417/2388 [====>.........................] - ETA: 5:07 - loss: 510.5364 - logits_profile_predictions_loss: 506.0442 - logcount_predictions_loss: 0.4404 418/2388 [====>.........................] - ETA: 5:07 - loss: 510.5333 - logits_profile_predictions_loss: 506.0412 - logcount_predictions_loss: 0.4404 419/2388 [====>.........................] - ETA: 5:06 - loss: 510.5300 - logits_profile_predictions_loss: 506.0381 - logcount_predictions_loss: 0.4404 420/2388 [====>.........................] - ETA: 5:06 - loss: 510.5269 - logits_profile_predictions_loss: 506.0351 - logcount_predictions_loss: 0.4404 421/2388 [====>.........................] - ETA: 5:06 - loss: 510.5233 - 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[=====>........................] - ETA: 4:57 - loss: 510.2874 - logits_profile_predictions_loss: 505.8037 - logcount_predictions_loss: 0.4396 481/2388 [=====>........................] - ETA: 4:57 - loss: 510.2851 - logits_profile_predictions_loss: 505.8016 - logcount_predictions_loss: 0.4396 482/2388 [=====>........................] - ETA: 4:57 - loss: 510.2829 - logits_profile_predictions_loss: 505.7995 - logcount_predictions_loss: 0.4395 483/2388 [=====>........................] - ETA: 4:56 - loss: 510.2804 - logits_profile_predictions_loss: 505.7972 - logcount_predictions_loss: 0.4395 484/2388 [=====>........................] - ETA: 4:56 - loss: 510.2777 - logits_profile_predictions_loss: 505.7946 - logcount_predictions_loss: 0.4395 485/2388 [=====>........................] - ETA: 4:56 - loss: 510.2750 - logits_profile_predictions_loss: 505.7920 - logcount_predictions_loss: 0.4395 486/2388 [=====>........................] - ETA: 4:56 - loss: 510.2723 - 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[============================>.] - ETA: 11s - loss: 509.1478 - logits_profile_predictions_loss: 504.7294 - logcount_predictions_loss: 0.4332 2314/2388 [============================>.] - ETA: 11s - loss: 509.1477 - logits_profile_predictions_loss: 504.7293 - logcount_predictions_loss: 0.4332 2315/2388 [============================>.] - ETA: 11s - loss: 509.1477 - logits_profile_predictions_loss: 504.7293 - logcount_predictions_loss: 0.4332 2316/2388 [============================>.] - ETA: 11s - loss: 509.1476 - logits_profile_predictions_loss: 504.7292 - logcount_predictions_loss: 0.4332 2317/2388 [============================>.] - ETA: 11s - loss: 509.1475 - logits_profile_predictions_loss: 504.7292 - logcount_predictions_loss: 0.4332 2318/2388 [============================>.] - ETA: 10s - loss: 509.1475 - logits_profile_predictions_loss: 504.7291 - logcount_predictions_loss: 0.4332 2319/2388 [============================>.] - ETA: 10s - loss: 509.1474 - logits_profile_predictions_loss: 504.7291 - logcount_predictions_loss: 0.4331 2320/2388 [============================>.] - ETA: 10s - loss: 509.1473 - logits_profile_predictions_loss: 504.7290 - logcount_predictions_loss: 0.4331 2321/2388 [============================>.] - ETA: 10s - loss: 509.1473 - logits_profile_predictions_loss: 504.7290 - logcount_predictions_loss: 0.4331 2322/2388 [============================>.] - ETA: 10s - loss: 509.1472 - logits_profile_predictions_loss: 504.7289 - logcount_predictions_loss: 0.4331 2323/2388 [============================>.] - ETA: 10s - loss: 509.1471 - logits_profile_predictions_loss: 504.7288 - logcount_predictions_loss: 0.4331 2324/2388 [============================>.] - ETA: 10s - loss: 509.1470 - logits_profile_predictions_loss: 504.7288 - logcount_predictions_loss: 0.4331 2325/2388 [============================>.] - ETA: 9s - loss: 509.1469 - logits_profile_predictions_loss: 504.7287 - logcount_predictions_loss: 0.4331  2326/2388 [============================>.] - ETA: 9s - loss: 509.1468 - logits_profile_predictions_loss: 504.7286 - logcount_predictions_loss: 0.4331 2327/2388 [============================>.] - ETA: 9s - loss: 509.1467 - logits_profile_predictions_loss: 504.7285 - logcount_predictions_loss: 0.4331 2328/2388 [============================>.] - ETA: 9s - loss: 509.1466 - logits_profile_predictions_loss: 504.7284 - logcount_predictions_loss: 0.4331 2329/2388 [============================>.] - ETA: 9s - loss: 509.1464 - logits_profile_predictions_loss: 504.7283 - logcount_predictions_loss: 0.4331 2330/2388 [============================>.] - ETA: 9s - loss: 509.1463 - logits_profile_predictions_loss: 504.7282 - logcount_predictions_loss: 0.4331 2331/2388 [============================>.] - ETA: 8s - loss: 509.1462 - logits_profile_predictions_loss: 504.7281 - logcount_predictions_loss: 0.4331 2332/2388 [============================>.] - ETA: 8s - loss: 509.1461 - logits_profile_predictions_loss: 504.7280 - logcount_predictions_loss: 0.4331 2333/2388 [============================>.] - ETA: 8s - loss: 509.1460 - logits_profile_predictions_loss: 504.7278 - logcount_predictions_loss: 0.4331 2334/2388 [============================>.] - ETA: 8s - loss: 509.1458 - logits_profile_predictions_loss: 504.7277 - logcount_predictions_loss: 0.4331 2335/2388 [============================>.] - ETA: 8s - loss: 509.1457 - logits_profile_predictions_loss: 504.7276 - logcount_predictions_loss: 0.4331 2336/2388 [============================>.] - ETA: 8s - loss: 509.1456 - logits_profile_predictions_loss: 504.7275 - logcount_predictions_loss: 0.4331 2337/2388 [============================>.] - ETA: 7s - loss: 509.1455 - logits_profile_predictions_loss: 504.7274 - logcount_predictions_loss: 0.4331 2338/2388 [============================>.] - ETA: 7s - loss: 509.1454 - logits_profile_predictions_loss: 504.7273 - logcount_predictions_loss: 0.4331 2339/2388 [============================>.] - ETA: 7s - loss: 509.1452 - logits_profile_predictions_loss: 504.7272 - logcount_predictions_loss: 0.4331 2340/2388 [============================>.] - ETA: 7s - loss: 509.1450 - logits_profile_predictions_loss: 504.7270 - logcount_predictions_loss: 0.4331 2341/2388 [============================>.] - ETA: 7s - loss: 509.1449 - logits_profile_predictions_loss: 504.7269 - logcount_predictions_loss: 0.4331 2342/2388 [============================>.] - ETA: 7s - loss: 509.1447 - logits_profile_predictions_loss: 504.7268 - logcount_predictions_loss: 0.4331 2343/2388 [============================>.] - ETA: 7s - loss: 509.1446 - logits_profile_predictions_loss: 504.7266 - logcount_predictions_loss: 0.4331 2344/2388 [============================>.] - ETA: 6s - loss: 509.1444 - logits_profile_predictions_loss: 504.7265 - logcount_predictions_loss: 0.4331 2345/2388 [============================>.] - ETA: 6s - loss: 509.1442 - logits_profile_predictions_loss: 504.7263 - logcount_predictions_loss: 0.4331 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[============================>.] - ETA: 4s - loss: 509.1411 - logits_profile_predictions_loss: 504.7234 - logcount_predictions_loss: 0.4331 2360/2388 [============================>.] - ETA: 4s - loss: 509.1409 - logits_profile_predictions_loss: 504.7232 - logcount_predictions_loss: 0.4331 2361/2388 [============================>.] - ETA: 4s - loss: 509.1406 - logits_profile_predictions_loss: 504.7230 - logcount_predictions_loss: 0.4331 2362/2388 [============================>.] - ETA: 4s - loss: 509.1404 - logits_profile_predictions_loss: 504.7228 - logcount_predictions_loss: 0.4331 2363/2388 [============================>.] - ETA: 3s - loss: 509.1401 - logits_profile_predictions_loss: 504.7225 - logcount_predictions_loss: 0.4331 2364/2388 [============================>.] - ETA: 3s - loss: 509.1399 - logits_profile_predictions_loss: 504.7223 - logcount_predictions_loss: 0.4331 2365/2388 [============================>.] - ETA: 3s - loss: 509.1397 - logits_profile_predictions_loss: 504.7221 - logcount_predictions_loss: 0.4331 2366/2388 [============================>.] - ETA: 3s - loss: 509.1394 - logits_profile_predictions_loss: 504.7219 - logcount_predictions_loss: 0.4331 2367/2388 [============================>.] - ETA: 3s - loss: 509.1392 - logits_profile_predictions_loss: 504.7216 - logcount_predictions_loss: 0.4331 2368/2388 [============================>.] - ETA: 3s - loss: 509.1389 - logits_profile_predictions_loss: 504.7214 - logcount_predictions_loss: 0.4331 2369/2388 [============================>.] - ETA: 2s - loss: 509.1387 - logits_profile_predictions_loss: 504.7212 - logcount_predictions_loss: 0.4331 2370/2388 [============================>.] - ETA: 2s - loss: 509.1384 - logits_profile_predictions_loss: 504.7210 - logcount_predictions_loss: 0.4331 2371/2388 [============================>.] - ETA: 2s - loss: 509.1382 - logits_profile_predictions_loss: 504.7207 - logcount_predictions_loss: 0.4331 2372/2388 [============================>.] - ETA: 2s - loss: 509.1379 - logits_profile_predictions_loss: 504.7205 - logcount_predictions_loss: 0.4331 2373/2388 [============================>.] - ETA: 2s - loss: 509.1377 - logits_profile_predictions_loss: 504.7202 - logcount_predictions_loss: 0.4331 2374/2388 [============================>.] - ETA: 2s - loss: 509.1374 - logits_profile_predictions_loss: 504.7200 - logcount_predictions_loss: 0.4331 2375/2388 [============================>.] - ETA: 2s - loss: 509.1371 - logits_profile_predictions_loss: 504.7198 - logcount_predictions_loss: 0.4331 2376/2388 [============================>.] - ETA: 1s - loss: 509.1369 - logits_profile_predictions_loss: 504.7195 - logcount_predictions_loss: 0.4331 2377/2388 [============================>.] - ETA: 1s - loss: 509.1366 - logits_profile_predictions_loss: 504.7193 - logcount_predictions_loss: 0.4331 2378/2388 [============================>.] - ETA: 1s - loss: 509.1364 - logits_profile_predictions_loss: 504.7190 - logcount_predictions_loss: 0.4331 2379/2388 [============================>.] - ETA: 1s - loss: 509.1361 - logits_profile_predictions_loss: 504.7188 - logcount_predictions_loss: 0.4330 2380/2388 [============================>.] - ETA: 1s - loss: 509.1358 - logits_profile_predictions_loss: 504.7185 - logcount_predictions_loss: 0.4330 2381/2388 [============================>.] - ETA: 1s - loss: 509.1355 - logits_profile_predictions_loss: 504.7182 - logcount_predictions_loss: 0.4330 2382/2388 [============================>.] - ETA: 0s - loss: 509.1353 - logits_profile_predictions_loss: 504.7180 - logcount_predictions_loss: 0.4330 2383/2388 [============================>.] - ETA: 0s - loss: 509.1350 - logits_profile_predictions_loss: 504.7177 - logcount_predictions_loss: 0.4330 2384/2388 [============================>.] - ETA: 0s - loss: 509.1347 - logits_profile_predictions_loss: 504.7174 - logcount_predictions_loss: 0.4330 2385/2388 [============================>.] - ETA: 0s - loss: 509.1344 - logits_profile_predictions_loss: 504.7172 - logcount_predictions_loss: 0.4330 2386/2388 [============================>.] - ETA: 0s - loss: 509.1341 - logits_profile_predictions_loss: 504.7169 - logcount_predictions_loss: 0.4330 2387/2388 [============================>.] - ETA: 0s - loss: 509.1338 - logits_profile_predictions_loss: 504.7166 - logcount_predictions_loss: 0.4330 2388/2388 [==============================] - ETA: 0s - loss: 509.1335 - logits_profile_predictions_loss: 504.7164 - logcount_predictions_loss: 0.4330 2388/2388 [==============================] - 396s 166ms/step - loss: 509.1333 - logits_profile_predictions_loss: 504.7161 - logcount_predictions_loss: 0.4330 - val_loss: 617.7282 - val_logits_profile_predictions_loss: 613.4786 - val_logcount_predictions_loss: 0.4166 Epoch 00006: val_loss did not improve from 615.04578 Epoch 7/50 1/2388 [..............................] - ETA: 9:19 - loss: 603.7466 - logits_profile_predictions_loss: 598.9307 - logcount_predictions_loss: 0.4722 2/2388 [..............................] - ETA: 6:13 - loss: 566.9845 - logits_profile_predictions_loss: 562.3070 - logcount_predictions_loss: 0.4586 3/2388 [..............................] - ETA: 6:10 - loss: 553.2878 - logits_profile_predictions_loss: 548.5883 - logcount_predictions_loss: 0.4607 4/2388 [..............................] - ETA: 6:10 - loss: 536.4445 - logits_profile_predictions_loss: 531.9025 - logcount_predictions_loss: 0.4453 5/2388 [..............................] - ETA: 6:10 - loss: 524.8581 - logits_profile_predictions_loss: 520.4234 - logcount_predictions_loss: 0.4348 6/2388 [..............................] - ETA: 6:09 - loss: 519.5927 - logits_profile_predictions_loss: 515.1962 - logcount_predictions_loss: 0.4310 7/2388 [..............................] - ETA: 6:09 - loss: 516.6246 - logits_profile_predictions_loss: 512.2538 - logcount_predictions_loss: 0.4285 8/2388 [..............................] - ETA: 6:09 - loss: 514.2424 - logits_profile_predictions_loss: 509.8876 - logcount_predictions_loss: 0.4269 9/2388 [..............................] - ETA: 6:09 - loss: 511.4750 - logits_profile_predictions_loss: 507.1305 - logcount_predictions_loss: 0.4259 10/2388 [..............................] - ETA: 6:09 - loss: 509.1641 - logits_profile_predictions_loss: 504.8311 - logcount_predictions_loss: 0.4248 11/2388 [..............................] - ETA: 6:09 - loss: 507.1006 - logits_profile_predictions_loss: 502.7754 - logcount_predictions_loss: 0.4240 12/2388 [..............................] - ETA: 6:08 - loss: 505.3246 - logits_profile_predictions_loss: 501.0150 - logcount_predictions_loss: 0.4225 13/2388 [..............................] - ETA: 6:08 - loss: 503.8815 - logits_profile_predictions_loss: 499.5845 - logcount_predictions_loss: 0.4213 14/2388 [..............................] - ETA: 6:08 - loss: 502.4983 - logits_profile_predictions_loss: 498.2111 - logcount_predictions_loss: 0.4203 15/2388 [..............................] - ETA: 6:08 - loss: 501.3630 - logits_profile_predictions_loss: 497.0863 - logcount_predictions_loss: 0.4193 16/2388 [..............................] - ETA: 6:08 - loss: 500.3702 - logits_profile_predictions_loss: 496.1051 - logcount_predictions_loss: 0.4181 17/2388 [..............................] - ETA: 6:08 - loss: 499.5515 - logits_profile_predictions_loss: 495.2988 - logcount_predictions_loss: 0.4169 18/2388 [..............................] - ETA: 6:07 - loss: 498.9624 - logits_profile_predictions_loss: 494.7199 - logcount_predictions_loss: 0.4159 19/2388 [..............................] - ETA: 6:07 - loss: 498.4005 - logits_profile_predictions_loss: 494.1633 - logcount_predictions_loss: 0.4154 20/2388 [..............................] - ETA: 6:07 - loss: 497.9500 - logits_profile_predictions_loss: 493.7176 - logcount_predictions_loss: 0.4149 21/2388 [..............................] - ETA: 6:07 - loss: 497.5758 - logits_profile_predictions_loss: 493.3500 - logcount_predictions_loss: 0.4143 22/2388 [..............................] - ETA: 6:07 - loss: 497.3219 - logits_profile_predictions_loss: 493.0997 - logcount_predictions_loss: 0.4139 23/2388 [..............................] - ETA: 6:07 - loss: 497.0991 - logits_profile_predictions_loss: 492.8773 - logcount_predictions_loss: 0.4139 24/2388 [..............................] - ETA: 6:06 - loss: 496.8881 - logits_profile_predictions_loss: 492.6628 - logcount_predictions_loss: 0.4142 25/2388 [..............................] - ETA: 6:06 - loss: 496.5789 - logits_profile_predictions_loss: 492.3513 - logcount_predictions_loss: 0.4145 26/2388 [..............................] - ETA: 6:06 - loss: 496.2647 - logits_profile_predictions_loss: 492.0278 - logcount_predictions_loss: 0.4154 27/2388 [..............................] - ETA: 6:06 - loss: 496.0313 - logits_profile_predictions_loss: 491.7855 - logcount_predictions_loss: 0.4162 28/2388 [..............................] - ETA: 6:06 - loss: 495.8846 - logits_profile_predictions_loss: 491.6315 - logcount_predictions_loss: 0.4170 29/2388 [..............................] - ETA: 6:06 - loss: 495.7081 - logits_profile_predictions_loss: 491.4476 - logcount_predictions_loss: 0.4177 30/2388 [..............................] - ETA: 6:05 - loss: 495.6537 - logits_profile_predictions_loss: 491.3866 - logcount_predictions_loss: 0.4183 31/2388 [..............................] - ETA: 6:05 - loss: 495.6075 - logits_profile_predictions_loss: 491.3343 - logcount_predictions_loss: 0.4189 32/2388 [..............................] - ETA: 6:05 - loss: 495.5838 - logits_profile_predictions_loss: 491.3044 - logcount_predictions_loss: 0.4195 33/2388 [..............................] - ETA: 6:05 - loss: 495.5674 - logits_profile_predictions_loss: 491.2833 - logcount_predictions_loss: 0.4200 34/2388 [..............................] - ETA: 6:05 - loss: 495.5355 - logits_profile_predictions_loss: 491.2456 - logcount_predictions_loss: 0.4206 35/2388 [..............................] - ETA: 6:05 - loss: 495.5241 - logits_profile_predictions_loss: 491.2290 - logcount_predictions_loss: 0.4211 36/2388 [..............................] - ETA: 6:04 - loss: 495.5653 - logits_profile_predictions_loss: 491.2668 - logcount_predictions_loss: 0.4214 37/2388 [..............................] - ETA: 6:04 - loss: 495.5278 - logits_profile_predictions_loss: 491.2271 - logcount_predictions_loss: 0.4216 38/2388 [..............................] - ETA: 6:04 - loss: 495.5804 - logits_profile_predictions_loss: 491.2781 - logcount_predictions_loss: 0.4218 39/2388 [..............................] - ETA: 6:04 - loss: 495.5993 - logits_profile_predictions_loss: 491.2956 - logcount_predictions_loss: 0.4219 40/2388 [..............................] - ETA: 6:04 - loss: 495.6314 - logits_profile_predictions_loss: 491.3268 - logcount_predictions_loss: 0.4220 41/2388 [..............................] - ETA: 6:04 - loss: 495.6479 - logits_profile_predictions_loss: 491.3418 - logcount_predictions_loss: 0.4222 42/2388 [..............................] - ETA: 6:03 - loss: 495.6522 - logits_profile_predictions_loss: 491.3446 - logcount_predictions_loss: 0.4223 43/2388 [..............................] - ETA: 6:03 - loss: 495.6936 - logits_profile_predictions_loss: 491.3838 - logcount_predictions_loss: 0.4225 44/2388 [..............................] - ETA: 6:03 - loss: 495.7110 - logits_profile_predictions_loss: 491.3991 - logcount_predictions_loss: 0.4227 45/2388 [..............................] - ETA: 6:03 - loss: 495.7249 - logits_profile_predictions_loss: 491.4115 - logcount_predictions_loss: 0.4229 46/2388 [..............................] - ETA: 6:03 - loss: 495.8046 - logits_profile_predictions_loss: 491.4891 - logcount_predictions_loss: 0.4231 47/2388 [..............................] - ETA: 6:03 - loss: 495.8854 - logits_profile_predictions_loss: 491.5681 - logcount_predictions_loss: 0.4233 48/2388 [..............................] - ETA: 6:03 - loss: 495.9784 - logits_profile_predictions_loss: 491.6593 - logcount_predictions_loss: 0.4234 49/2388 [..............................] - ETA: 6:03 - loss: 496.0456 - logits_profile_predictions_loss: 491.7247 - logcount_predictions_loss: 0.4236 50/2388 [..............................] - ETA: 6:02 - loss: 496.1369 - logits_profile_predictions_loss: 491.8147 - logcount_predictions_loss: 0.4237 51/2388 [..............................] - ETA: 6:02 - loss: 496.2510 - logits_profile_predictions_loss: 491.9267 - logcount_predictions_loss: 0.4239 52/2388 [..............................] - ETA: 6:02 - loss: 496.3567 - logits_profile_predictions_loss: 492.0306 - logcount_predictions_loss: 0.4241 53/2388 [..............................] - ETA: 6:02 - loss: 496.4468 - logits_profile_predictions_loss: 492.1184 - logcount_predictions_loss: 0.4243 54/2388 [..............................] - ETA: 6:02 - loss: 496.5200 - logits_profile_predictions_loss: 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[===========================>..] - ETA: 16s - loss: 504.4331 - logits_profile_predictions_loss: 500.1995 - logcount_predictions_loss: 0.4151 2286/2388 [===========================>..] - ETA: 15s - loss: 504.4336 - logits_profile_predictions_loss: 500.2000 - logcount_predictions_loss: 0.4151 2287/2388 [===========================>..] - ETA: 15s - loss: 504.4340 - logits_profile_predictions_loss: 500.2004 - logcount_predictions_loss: 0.4151 2288/2388 [===========================>..] - ETA: 15s - loss: 504.4345 - logits_profile_predictions_loss: 500.2009 - logcount_predictions_loss: 0.4151 2289/2388 [===========================>..] - ETA: 15s - loss: 504.4349 - logits_profile_predictions_loss: 500.2014 - logcount_predictions_loss: 0.4151 2290/2388 [===========================>..] - ETA: 15s - loss: 504.4354 - logits_profile_predictions_loss: 500.2019 - logcount_predictions_loss: 0.4151 2291/2388 [===========================>..] - ETA: 15s - loss: 504.4359 - 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[===========================>..] - ETA: 14s - loss: 504.4392 - logits_profile_predictions_loss: 500.2058 - logcount_predictions_loss: 0.4150 2299/2388 [===========================>..] - ETA: 13s - loss: 504.4397 - logits_profile_predictions_loss: 500.2063 - logcount_predictions_loss: 0.4150 2300/2388 [===========================>..] - ETA: 13s - loss: 504.4402 - logits_profile_predictions_loss: 500.2068 - logcount_predictions_loss: 0.4150 2301/2388 [===========================>..] - ETA: 13s - loss: 504.4407 - logits_profile_predictions_loss: 500.2074 - logcount_predictions_loss: 0.4150 2302/2388 [===========================>..] - ETA: 13s - loss: 504.4412 - logits_profile_predictions_loss: 500.2079 - logcount_predictions_loss: 0.4150 2303/2388 [===========================>..] - ETA: 13s - loss: 504.4418 - logits_profile_predictions_loss: 500.2084 - logcount_predictions_loss: 0.4150 2304/2388 [===========================>..] - ETA: 13s - loss: 504.4423 - 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[============================>.] - ETA: 12s - loss: 504.4460 - logits_profile_predictions_loss: 500.2128 - logcount_predictions_loss: 0.4150 2312/2388 [============================>.] - ETA: 11s - loss: 504.4465 - logits_profile_predictions_loss: 500.2133 - logcount_predictions_loss: 0.4150 2313/2388 [============================>.] - ETA: 11s - loss: 504.4471 - logits_profile_predictions_loss: 500.2139 - logcount_predictions_loss: 0.4150 2314/2388 [============================>.] - ETA: 11s - loss: 504.4476 - logits_profile_predictions_loss: 500.2145 - logcount_predictions_loss: 0.4150 2315/2388 [============================>.] - ETA: 11s - loss: 504.4482 - logits_profile_predictions_loss: 500.2151 - logcount_predictions_loss: 0.4150 2316/2388 [============================>.] - ETA: 11s - loss: 504.4488 - logits_profile_predictions_loss: 500.2156 - logcount_predictions_loss: 0.4150 2317/2388 [============================>.] - ETA: 11s - loss: 504.4493 - 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[============================>.] - ETA: 10s - loss: 504.4533 - logits_profile_predictions_loss: 500.2203 - logcount_predictions_loss: 0.4150 2325/2388 [============================>.] - ETA: 9s - loss: 504.4539 - logits_profile_predictions_loss: 500.2209 - logcount_predictions_loss: 0.4150  2326/2388 [============================>.] - ETA: 9s - loss: 504.4545 - logits_profile_predictions_loss: 500.2215 - logcount_predictions_loss: 0.4150 2327/2388 [============================>.] - ETA: 9s - loss: 504.4550 - logits_profile_predictions_loss: 500.2221 - logcount_predictions_loss: 0.4150 2328/2388 [============================>.] - ETA: 9s - loss: 504.4556 - logits_profile_predictions_loss: 500.2227 - logcount_predictions_loss: 0.4150 2329/2388 [============================>.] - ETA: 9s - loss: 504.4562 - logits_profile_predictions_loss: 500.2233 - logcount_predictions_loss: 0.4150 2330/2388 [============================>.] - ETA: 9s - loss: 504.4568 - logits_profile_predictions_loss: 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[============================>.] - ETA: 4s - loss: 504.4737 - logits_profile_predictions_loss: 500.2412 - logcount_predictions_loss: 0.4150 2358/2388 [============================>.] - ETA: 4s - loss: 504.4743 - logits_profile_predictions_loss: 500.2418 - logcount_predictions_loss: 0.4150 2359/2388 [============================>.] - ETA: 4s - loss: 504.4749 - logits_profile_predictions_loss: 500.2424 - logcount_predictions_loss: 0.4150 2360/2388 [============================>.] - ETA: 4s - loss: 504.4755 - logits_profile_predictions_loss: 500.2431 - logcount_predictions_loss: 0.4150 2361/2388 [============================>.] - ETA: 4s - loss: 504.4761 - logits_profile_predictions_loss: 500.2437 - logcount_predictions_loss: 0.4150 2362/2388 [============================>.] - ETA: 4s - loss: 504.4768 - logits_profile_predictions_loss: 500.2443 - logcount_predictions_loss: 0.4149 2363/2388 [============================>.] - ETA: 3s - loss: 504.4774 - logits_profile_predictions_loss: 500.2450 - logcount_predictions_loss: 0.4149 2364/2388 [============================>.] - ETA: 3s - loss: 504.4780 - logits_profile_predictions_loss: 500.2456 - logcount_predictions_loss: 0.4149 2365/2388 [============================>.] - ETA: 3s - loss: 504.4787 - logits_profile_predictions_loss: 500.2463 - logcount_predictions_loss: 0.4149 2366/2388 [============================>.] - ETA: 3s - loss: 504.4793 - logits_profile_predictions_loss: 500.2469 - logcount_predictions_loss: 0.4149 2367/2388 [============================>.] - ETA: 3s - loss: 504.4800 - logits_profile_predictions_loss: 500.2476 - logcount_predictions_loss: 0.4149 2368/2388 [============================>.] - ETA: 3s - loss: 504.4806 - logits_profile_predictions_loss: 500.2482 - logcount_predictions_loss: 0.4149 2369/2388 [============================>.] - ETA: 2s - loss: 504.4812 - logits_profile_predictions_loss: 500.2489 - logcount_predictions_loss: 0.4149 2370/2388 [============================>.] - ETA: 2s - loss: 504.4818 - logits_profile_predictions_loss: 500.2495 - logcount_predictions_loss: 0.4149 2371/2388 [============================>.] - ETA: 2s - loss: 504.4825 - logits_profile_predictions_loss: 500.2501 - logcount_predictions_loss: 0.4149 2372/2388 [============================>.] - ETA: 2s - loss: 504.4831 - logits_profile_predictions_loss: 500.2508 - logcount_predictions_loss: 0.4149 2373/2388 [============================>.] - ETA: 2s - loss: 504.4837 - logits_profile_predictions_loss: 500.2514 - logcount_predictions_loss: 0.4149 2374/2388 [============================>.] - ETA: 2s - loss: 504.4843 - logits_profile_predictions_loss: 500.2520 - logcount_predictions_loss: 0.4149 2375/2388 [============================>.] - ETA: 2s - loss: 504.4849 - logits_profile_predictions_loss: 500.2526 - logcount_predictions_loss: 0.4149 2376/2388 [============================>.] - ETA: 1s - loss: 504.4855 - logits_profile_predictions_loss: 500.2532 - logcount_predictions_loss: 0.4149 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logits_profile_predictions_loss: 500.2575 - logcount_predictions_loss: 0.4149 2384/2388 [============================>.] - ETA: 0s - loss: 504.4902 - logits_profile_predictions_loss: 500.2581 - logcount_predictions_loss: 0.4149 2385/2388 [============================>.] - ETA: 0s - loss: 504.4908 - logits_profile_predictions_loss: 500.2587 - logcount_predictions_loss: 0.4149 2386/2388 [============================>.] - ETA: 0s - loss: 504.4914 - logits_profile_predictions_loss: 500.2593 - logcount_predictions_loss: 0.4149 2387/2388 [============================>.] - ETA: 0s - loss: 504.4920 - logits_profile_predictions_loss: 500.2599 - logcount_predictions_loss: 0.4149 2388/2388 [==============================] - ETA: 0s - loss: 504.4926 - logits_profile_predictions_loss: 500.2605 - logcount_predictions_loss: 0.4149 2388/2388 [==============================] - 396s 166ms/step - loss: 504.4931 - logits_profile_predictions_loss: 500.2611 - logcount_predictions_loss: 0.4149 - val_loss: 617.5525 - val_logits_profile_predictions_loss: 613.2248 - val_logcount_predictions_loss: 0.4243 Epoch 00007: val_loss did not improve from 615.04578 Epoch 8/50 1/2388 [..............................] - ETA: 9:19 - loss: 558.0042 - logits_profile_predictions_loss: 552.9379 - logcount_predictions_loss: 0.4967 2/2388 [..............................] - ETA: 6:47 - loss: 522.2339 - logits_profile_predictions_loss: 517.4200 - logcount_predictions_loss: 0.4720 3/2388 [..............................] - ETA: 6:29 - loss: 514.4445 - logits_profile_predictions_loss: 509.6417 - logcount_predictions_loss: 0.4709 4/2388 [..............................] - ETA: 6:22 - loss: 513.1057 - logits_profile_predictions_loss: 508.2774 - logcount_predictions_loss: 0.4734 5/2388 [..............................] - ETA: 6:18 - loss: 508.5495 - logits_profile_predictions_loss: 503.7802 - logcount_predictions_loss: 0.4676 6/2388 [..............................] - ETA: 6:16 - loss: 506.1494 - logits_profile_predictions_loss: 501.4713 - logcount_predictions_loss: 0.4586 7/2388 [..............................] - ETA: 6:15 - loss: 504.5253 - logits_profile_predictions_loss: 499.9038 - logcount_predictions_loss: 0.4531 8/2388 [..............................] - ETA: 6:13 - loss: 503.5649 - logits_profile_predictions_loss: 498.9883 - logcount_predictions_loss: 0.4487 9/2388 [..............................] - ETA: 6:13 - loss: 503.6695 - logits_profile_predictions_loss: 499.1332 - logcount_predictions_loss: 0.4447 10/2388 [..............................] - ETA: 6:12 - loss: 503.0280 - logits_profile_predictions_loss: 498.5295 - logcount_predictions_loss: 0.4410 11/2388 [..............................] - ETA: 6:12 - loss: 502.7186 - logits_profile_predictions_loss: 498.2417 - logcount_predictions_loss: 0.4389 12/2388 [..............................] - ETA: 6:11 - loss: 502.5913 - logits_profile_predictions_loss: 498.1388 - logcount_predictions_loss: 0.4365 13/2388 [..............................] - ETA: 6:11 - loss: 502.5965 - logits_profile_predictions_loss: 498.1710 - logcount_predictions_loss: 0.4339 14/2388 [..............................] - ETA: 6:11 - loss: 502.6056 - logits_profile_predictions_loss: 498.2024 - logcount_predictions_loss: 0.4317 15/2388 [..............................] - ETA: 6:10 - loss: 502.1267 - logits_profile_predictions_loss: 497.7469 - logcount_predictions_loss: 0.4294 16/2388 [..............................] - ETA: 6:10 - loss: 501.2941 - logits_profile_predictions_loss: 496.9375 - logcount_predictions_loss: 0.4271 17/2388 [..............................] - ETA: 6:09 - loss: 500.6044 - logits_profile_predictions_loss: 496.2720 - logcount_predictions_loss: 0.4247 18/2388 [..............................] - ETA: 6:09 - loss: 499.9602 - logits_profile_predictions_loss: 495.6491 - logcount_predictions_loss: 0.4227 19/2388 [..............................] - ETA: 6:09 - loss: 499.1587 - logits_profile_predictions_loss: 494.8674 - logcount_predictions_loss: 0.4207 20/2388 [..............................] - ETA: 6:09 - loss: 498.5560 - logits_profile_predictions_loss: 494.2824 - logcount_predictions_loss: 0.4190 21/2388 [..............................] - ETA: 6:08 - loss: 497.9330 - logits_profile_predictions_loss: 493.6756 - logcount_predictions_loss: 0.4174 22/2388 [..............................] - ETA: 6:08 - loss: 497.4005 - logits_profile_predictions_loss: 493.1600 - logcount_predictions_loss: 0.4157 23/2388 [..............................] - ETA: 6:08 - loss: 496.9788 - logits_profile_predictions_loss: 492.7535 - logcount_predictions_loss: 0.4142 24/2388 [..............................] - ETA: 6:08 - loss: 496.5325 - logits_profile_predictions_loss: 492.3207 - logcount_predictions_loss: 0.4129 25/2388 [..............................] - ETA: 6:07 - loss: 496.1904 - logits_profile_predictions_loss: 491.9917 - logcount_predictions_loss: 0.4116 26/2388 [..............................] - ETA: 6:07 - 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[===>..........................] - ETA: 5:18 - loss: 505.0621 - logits_profile_predictions_loss: 500.9590 - logcount_predictions_loss: 0.4023 347/2388 [===>..........................] - ETA: 5:17 - loss: 505.0746 - logits_profile_predictions_loss: 500.9712 - logcount_predictions_loss: 0.4023 348/2388 [===>..........................] - ETA: 5:17 - loss: 505.0859 - logits_profile_predictions_loss: 500.9822 - logcount_predictions_loss: 0.4023 349/2388 [===>..........................] - ETA: 5:17 - loss: 505.0965 - logits_profile_predictions_loss: 500.9926 - logcount_predictions_loss: 0.4023 350/2388 [===>..........................] - ETA: 5:17 - loss: 505.1066 - logits_profile_predictions_loss: 501.0026 - logcount_predictions_loss: 0.4024 351/2388 [===>..........................] - ETA: 5:17 - loss: 505.1171 - logits_profile_predictions_loss: 501.0128 - logcount_predictions_loss: 0.4024 352/2388 [===>..........................] - ETA: 5:17 - loss: 505.1274 - 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[===>..........................] - ETA: 5:16 - loss: 505.1943 - logits_profile_predictions_loss: 501.0883 - logcount_predictions_loss: 0.4026 360/2388 [===>..........................] - ETA: 5:15 - loss: 505.2028 - logits_profile_predictions_loss: 501.0966 - logcount_predictions_loss: 0.4026 361/2388 [===>..........................] - ETA: 5:15 - loss: 505.2110 - logits_profile_predictions_loss: 501.1045 - logcount_predictions_loss: 0.4026 362/2388 [===>..........................] - ETA: 5:15 - loss: 505.2189 - logits_profile_predictions_loss: 501.1122 - logcount_predictions_loss: 0.4026 363/2388 [===>..........................] - ETA: 5:15 - loss: 505.2271 - logits_profile_predictions_loss: 501.1202 - logcount_predictions_loss: 0.4026 364/2388 [===>..........................] - ETA: 5:14 - loss: 505.2352 - logits_profile_predictions_loss: 501.1280 - logcount_predictions_loss: 0.4027 365/2388 [===>..........................] - ETA: 5:14 - loss: 505.2433 - 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[===>..........................] - ETA: 5:13 - loss: 505.3019 - logits_profile_predictions_loss: 501.1931 - logcount_predictions_loss: 0.4028 373/2388 [===>..........................] - ETA: 5:13 - loss: 505.3088 - logits_profile_predictions_loss: 501.1997 - logcount_predictions_loss: 0.4029 374/2388 [===>..........................] - ETA: 5:13 - loss: 505.3151 - logits_profile_predictions_loss: 501.2058 - logcount_predictions_loss: 0.4029 375/2388 [===>..........................] - ETA: 5:13 - loss: 505.3210 - logits_profile_predictions_loss: 501.2115 - logcount_predictions_loss: 0.4029 376/2388 [===>..........................] - ETA: 5:13 - loss: 505.3269 - logits_profile_predictions_loss: 501.2173 - logcount_predictions_loss: 0.4029 377/2388 [===>..........................] - ETA: 5:12 - loss: 505.3330 - logits_profile_predictions_loss: 501.2231 - logcount_predictions_loss: 0.4029 378/2388 [===>..........................] - ETA: 5:12 - loss: 505.3393 - 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[===>..........................] - ETA: 5:11 - loss: 505.3803 - logits_profile_predictions_loss: 501.2690 - logcount_predictions_loss: 0.4031 386/2388 [===>..........................] - ETA: 5:11 - loss: 505.3863 - logits_profile_predictions_loss: 501.2748 - logcount_predictions_loss: 0.4031 387/2388 [===>..........................] - ETA: 5:11 - loss: 505.3921 - logits_profile_predictions_loss: 501.2804 - logcount_predictions_loss: 0.4031 388/2388 [===>..........................] - ETA: 5:11 - loss: 505.3982 - logits_profile_predictions_loss: 501.2864 - logcount_predictions_loss: 0.4031 389/2388 [===>..........................] - ETA: 5:11 - loss: 505.4041 - logits_profile_predictions_loss: 501.2921 - logcount_predictions_loss: 0.4031 390/2388 [===>..........................] - ETA: 5:10 - loss: 505.4102 - logits_profile_predictions_loss: 501.2982 - logcount_predictions_loss: 0.4032 391/2388 [===>..........................] - ETA: 5:10 - loss: 505.4168 - 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[====>.........................] - ETA: 5:09 - loss: 505.4658 - logits_profile_predictions_loss: 501.3527 - logcount_predictions_loss: 0.4033 399/2388 [====>.........................] - ETA: 5:09 - loss: 505.4743 - logits_profile_predictions_loss: 501.3610 - logcount_predictions_loss: 0.4033 400/2388 [====>.........................] - ETA: 5:09 - loss: 505.4825 - logits_profile_predictions_loss: 501.3691 - logcount_predictions_loss: 0.4033 401/2388 [====>.........................] - ETA: 5:09 - loss: 505.4910 - logits_profile_predictions_loss: 501.3775 - logcount_predictions_loss: 0.4033 402/2388 [====>.........................] - ETA: 5:09 - loss: 505.4996 - logits_profile_predictions_loss: 501.3859 - logcount_predictions_loss: 0.4033 403/2388 [====>.........................] - ETA: 5:08 - loss: 505.5081 - logits_profile_predictions_loss: 501.3943 - logcount_predictions_loss: 0.4033 404/2388 [====>.........................] - ETA: 5:08 - loss: 505.5169 - logits_profile_predictions_loss: 501.4031 - logcount_predictions_loss: 0.4033 405/2388 [====>.........................] - ETA: 5:08 - loss: 505.5259 - logits_profile_predictions_loss: 501.4120 - logcount_predictions_loss: 0.4033 406/2388 [====>.........................] - ETA: 5:08 - loss: 505.5347 - logits_profile_predictions_loss: 501.4206 - logcount_predictions_loss: 0.4033 407/2388 [====>.........................] - ETA: 5:08 - loss: 505.5438 - logits_profile_predictions_loss: 501.4297 - logcount_predictions_loss: 0.4034 408/2388 [====>.........................] - ETA: 5:08 - loss: 505.5527 - logits_profile_predictions_loss: 501.4385 - logcount_predictions_loss: 0.4034 409/2388 [====>.........................] - ETA: 5:07 - loss: 505.5615 - logits_profile_predictions_loss: 501.4472 - logcount_predictions_loss: 0.4034 410/2388 [====>.........................] - ETA: 5:07 - loss: 505.5701 - logits_profile_predictions_loss: 501.4557 - logcount_predictions_loss: 0.4034 411/2388 [====>.........................] - ETA: 5:07 - loss: 505.5785 - logits_profile_predictions_loss: 501.4640 - logcount_predictions_loss: 0.4034 412/2388 [====>.........................] - ETA: 5:07 - loss: 505.5875 - logits_profile_predictions_loss: 501.4730 - logcount_predictions_loss: 0.4034 413/2388 [====>.........................] - ETA: 5:07 - loss: 505.5964 - logits_profile_predictions_loss: 501.4817 - logcount_predictions_loss: 0.4034 414/2388 [====>.........................] - ETA: 5:07 - loss: 505.6055 - logits_profile_predictions_loss: 501.4907 - logcount_predictions_loss: 0.4034 415/2388 [====>.........................] - ETA: 5:07 - loss: 505.6142 - logits_profile_predictions_loss: 501.4994 - logcount_predictions_loss: 0.4034 416/2388 [====>.........................] - ETA: 5:06 - loss: 505.6230 - logits_profile_predictions_loss: 501.5080 - logcount_predictions_loss: 0.4034 417/2388 [====>.........................] - ETA: 5:06 - loss: 505.6314 - logits_profile_predictions_loss: 501.5164 - logcount_predictions_loss: 0.4034 418/2388 [====>.........................] - ETA: 5:06 - loss: 505.6397 - logits_profile_predictions_loss: 501.5246 - logcount_predictions_loss: 0.4035 419/2388 [====>.........................] - ETA: 5:06 - loss: 505.6479 - logits_profile_predictions_loss: 501.5327 - logcount_predictions_loss: 0.4035 420/2388 [====>.........................] - ETA: 5:06 - loss: 505.6555 - logits_profile_predictions_loss: 501.5403 - logcount_predictions_loss: 0.4035 421/2388 [====>.........................] - ETA: 5:06 - loss: 505.6626 - logits_profile_predictions_loss: 501.5473 - logcount_predictions_loss: 0.4035 422/2388 [====>.........................] - ETA: 5:05 - loss: 505.6698 - logits_profile_predictions_loss: 501.5544 - logcount_predictions_loss: 0.4035 423/2388 [====>.........................] - ETA: 5:05 - loss: 505.6766 - logits_profile_predictions_loss: 501.5612 - logcount_predictions_loss: 0.4035 424/2388 [====>.........................] - ETA: 5:05 - loss: 505.6834 - logits_profile_predictions_loss: 501.5679 - logcount_predictions_loss: 0.4035 425/2388 [====>.........................] - ETA: 5:05 - loss: 505.6904 - logits_profile_predictions_loss: 501.5748 - logcount_predictions_loss: 0.4035 426/2388 [====>.........................] - ETA: 5:05 - loss: 505.6972 - logits_profile_predictions_loss: 501.5816 - logcount_predictions_loss: 0.4035 427/2388 [====>.........................] - ETA: 5:05 - loss: 505.7044 - logits_profile_predictions_loss: 501.5886 - logcount_predictions_loss: 0.4035 428/2388 [====>.........................] - ETA: 5:05 - loss: 505.7116 - logits_profile_predictions_loss: 501.5958 - logcount_predictions_loss: 0.4035 429/2388 [====>.........................] - ETA: 5:04 - loss: 505.7185 - logits_profile_predictions_loss: 501.6026 - logcount_predictions_loss: 0.4035 430/2388 [====>.........................] - ETA: 5:04 - loss: 505.7247 - logits_profile_predictions_loss: 501.6088 - logcount_predictions_loss: 0.4035 431/2388 [====>.........................] - ETA: 5:04 - loss: 505.7311 - logits_profile_predictions_loss: 501.6150 - logcount_predictions_loss: 0.4035 432/2388 [====>.........................] - ETA: 5:04 - loss: 505.7367 - logits_profile_predictions_loss: 501.6206 - logcount_predictions_loss: 0.4036 433/2388 [====>.........................] - ETA: 5:04 - loss: 505.7420 - logits_profile_predictions_loss: 501.6259 - logcount_predictions_loss: 0.4036 434/2388 [====>.........................] - ETA: 5:04 - loss: 505.7469 - logits_profile_predictions_loss: 501.6307 - logcount_predictions_loss: 0.4036 435/2388 [====>.........................] - ETA: 5:03 - loss: 505.7514 - logits_profile_predictions_loss: 501.6351 - logcount_predictions_loss: 0.4036 436/2388 [====>.........................] - ETA: 5:03 - loss: 505.7560 - logits_profile_predictions_loss: 501.6397 - logcount_predictions_loss: 0.4036 437/2388 [====>.........................] - ETA: 5:03 - loss: 505.7616 - logits_profile_predictions_loss: 501.6452 - logcount_predictions_loss: 0.4036 438/2388 [====>.........................] - ETA: 5:03 - loss: 505.7667 - logits_profile_predictions_loss: 501.6502 - logcount_predictions_loss: 0.4036 439/2388 [====>.........................] - ETA: 5:03 - loss: 505.7718 - logits_profile_predictions_loss: 501.6552 - logcount_predictions_loss: 0.4036 440/2388 [====>.........................] - ETA: 5:03 - loss: 505.7766 - logits_profile_predictions_loss: 501.6600 - logcount_predictions_loss: 0.4036 441/2388 [====>.........................] - ETA: 5:03 - loss: 505.7812 - logits_profile_predictions_loss: 501.6645 - logcount_predictions_loss: 0.4036 442/2388 [====>.........................] - ETA: 5:02 - loss: 505.7855 - logits_profile_predictions_loss: 501.6688 - logcount_predictions_loss: 0.4036 443/2388 [====>.........................] - ETA: 5:02 - loss: 505.7896 - logits_profile_predictions_loss: 501.6728 - logcount_predictions_loss: 0.4036 444/2388 [====>.........................] - ETA: 5:02 - loss: 505.7939 - logits_profile_predictions_loss: 501.6770 - logcount_predictions_loss: 0.4036 445/2388 [====>.........................] - ETA: 5:02 - loss: 505.7982 - logits_profile_predictions_loss: 501.6812 - logcount_predictions_loss: 0.4036 446/2388 [====>.........................] - ETA: 5:02 - loss: 505.8026 - logits_profile_predictions_loss: 501.6854 - logcount_predictions_loss: 0.4037 447/2388 [====>.........................] - ETA: 5:02 - loss: 505.8066 - logits_profile_predictions_loss: 501.6893 - logcount_predictions_loss: 0.4037 448/2388 [====>.........................] - ETA: 5:01 - loss: 505.8103 - logits_profile_predictions_loss: 501.6930 - logcount_predictions_loss: 0.4037 449/2388 [====>.........................] - ETA: 5:01 - loss: 505.8138 - logits_profile_predictions_loss: 501.6964 - logcount_predictions_loss: 0.4037 450/2388 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[==============================] - ETA: 0s - loss: 505.1136 - logits_profile_predictions_loss: 500.9916 - logcount_predictions_loss: 0.4041 2388/2388 [==============================] - 396s 166ms/step - loss: 505.1130 - logits_profile_predictions_loss: 500.9910 - logcount_predictions_loss: 0.4041 - val_loss: 622.7552 - val_logits_profile_predictions_loss: 618.0609 - val_logcount_predictions_loss: 0.4602 Epoch 00008: val_loss did not improve from 615.04578 Epoch 9/50 1/2388 [..............................] - ETA: 8:45 - loss: 512.3954 - logits_profile_predictions_loss: 509.1512 - logcount_predictions_loss: 0.3181 2/2388 [..............................] - ETA: 6:08 - loss: 514.5356 - logits_profile_predictions_loss: 510.7552 - logcount_predictions_loss: 0.3706 3/2388 [..............................] - ETA: 6:09 - loss: 513.4167 - logits_profile_predictions_loss: 509.4479 - logcount_predictions_loss: 0.3891 4/2388 [..............................] - ETA: 6:08 - loss: 521.8892 - logits_profile_predictions_loss: 517.6795 - logcount_predictions_loss: 0.4127 5/2388 [..............................] - ETA: 6:08 - loss: 521.5543 - logits_profile_predictions_loss: 517.2589 - logcount_predictions_loss: 0.4211 6/2388 [..............................] - ETA: 6:08 - loss: 522.9481 - logits_profile_predictions_loss: 518.6143 - logcount_predictions_loss: 0.4249 7/2388 [..............................] - ETA: 6:08 - loss: 522.8690 - logits_profile_predictions_loss: 518.4935 - logcount_predictions_loss: 0.4290 8/2388 [..............................] - ETA: 6:08 - loss: 522.3032 - logits_profile_predictions_loss: 517.9249 - logcount_predictions_loss: 0.4292 9/2388 [..............................] - ETA: 6:08 - loss: 521.9696 - logits_profile_predictions_loss: 517.6004 - logcount_predictions_loss: 0.4284 10/2388 [..............................] - ETA: 6:08 - loss: 520.1470 - logits_profile_predictions_loss: 515.7970 - logcount_predictions_loss: 0.4265 11/2388 [..............................] - ETA: 6:08 - loss: 518.3094 - logits_profile_predictions_loss: 513.9809 - logcount_predictions_loss: 0.4244 12/2388 [..............................] - ETA: 6:08 - loss: 516.6939 - logits_profile_predictions_loss: 512.3869 - logcount_predictions_loss: 0.4223 13/2388 [..............................] - ETA: 6:08 - loss: 515.0238 - logits_profile_predictions_loss: 510.7329 - logcount_predictions_loss: 0.4207 14/2388 [..............................] - ETA: 6:07 - loss: 513.4336 - logits_profile_predictions_loss: 509.1595 - logcount_predictions_loss: 0.4190 15/2388 [..............................] - ETA: 6:07 - loss: 512.1703 - logits_profile_predictions_loss: 507.9123 - logcount_predictions_loss: 0.4175 16/2388 [..............................] - ETA: 6:07 - loss: 511.4943 - logits_profile_predictions_loss: 507.2498 - logcount_predictions_loss: 0.4161 17/2388 [..............................] - ETA: 6:07 - loss: 511.1125 - logits_profile_predictions_loss: 506.8813 - logcount_predictions_loss: 0.4148 18/2388 [..............................] - ETA: 6:07 - loss: 510.8640 - logits_profile_predictions_loss: 506.6458 - logcount_predictions_loss: 0.4135 19/2388 [..............................] - ETA: 6:07 - loss: 510.7066 - logits_profile_predictions_loss: 506.4975 - logcount_predictions_loss: 0.4127 20/2388 [..............................] - ETA: 6:06 - loss: 510.6286 - logits_profile_predictions_loss: 506.4264 - logcount_predictions_loss: 0.4120 21/2388 [..............................] - ETA: 6:06 - loss: 510.5832 - logits_profile_predictions_loss: 506.3887 - logcount_predictions_loss: 0.4112 22/2388 [..............................] - ETA: 6:06 - loss: 510.4397 - logits_profile_predictions_loss: 506.2536 - logcount_predictions_loss: 0.4104 23/2388 [..............................] - ETA: 6:06 - loss: 510.3329 - logits_profile_predictions_loss: 506.1568 - logcount_predictions_loss: 0.4094 24/2388 [..............................] - ETA: 6:06 - loss: 510.3074 - logits_profile_predictions_loss: 506.1385 - logcount_predictions_loss: 0.4087 25/2388 [..............................] - ETA: 6:06 - loss: 510.0912 - logits_profile_predictions_loss: 505.9278 - logcount_predictions_loss: 0.4082 26/2388 [..............................] - ETA: 6:06 - loss: 509.8485 - logits_profile_predictions_loss: 505.6902 - logcount_predictions_loss: 0.4077 27/2388 [..............................] - ETA: 6:05 - loss: 509.5363 - logits_profile_predictions_loss: 505.3832 - logcount_predictions_loss: 0.4072 28/2388 [..............................] - ETA: 6:05 - loss: 509.3245 - logits_profile_predictions_loss: 505.1765 - logcount_predictions_loss: 0.4067 29/2388 [..............................] - ETA: 6:05 - loss: 509.0262 - logits_profile_predictions_loss: 504.8841 - logcount_predictions_loss: 0.4061 30/2388 [..............................] - ETA: 6:05 - loss: 508.7420 - logits_profile_predictions_loss: 504.6044 - logcount_predictions_loss: 0.4056 31/2388 [..............................] - ETA: 6:05 - loss: 508.4038 - logits_profile_predictions_loss: 504.2711 - logcount_predictions_loss: 0.4052 32/2388 [..............................] - ETA: 6:05 - loss: 508.0440 - logits_profile_predictions_loss: 503.9157 - logcount_predictions_loss: 0.4047 33/2388 [..............................] - ETA: 6:05 - loss: 507.8154 - logits_profile_predictions_loss: 503.6904 - logcount_predictions_loss: 0.4044 34/2388 [..............................] - ETA: 6:04 - loss: 507.5463 - logits_profile_predictions_loss: 503.4246 - logcount_predictions_loss: 0.4041 35/2388 [..............................] - ETA: 6:04 - loss: 507.3381 - logits_profile_predictions_loss: 503.2198 - logcount_predictions_loss: 0.4038 36/2388 [..............................] - ETA: 6:04 - loss: 507.1552 - logits_profile_predictions_loss: 503.0393 - logcount_predictions_loss: 0.4035 37/2388 [..............................] - ETA: 6:04 - loss: 506.9816 - logits_profile_predictions_loss: 502.8667 - logcount_predictions_loss: 0.4034 38/2388 [..............................] - ETA: 6:04 - loss: 506.7911 - logits_profile_predictions_loss: 502.6774 - logcount_predictions_loss: 0.4033 39/2388 [..............................] - ETA: 6:04 - loss: 506.6072 - logits_profile_predictions_loss: 502.4946 - logcount_predictions_loss: 0.4032 40/2388 [..............................] - ETA: 6:03 - loss: 506.4524 - logits_profile_predictions_loss: 502.3409 - logcount_predictions_loss: 0.4031 41/2388 [..............................] - ETA: 6:03 - loss: 506.3432 - logits_profile_predictions_loss: 502.2322 - logcount_predictions_loss: 0.4030 42/2388 [..............................] - ETA: 6:03 - loss: 506.2820 - logits_profile_predictions_loss: 502.1714 - logcount_predictions_loss: 0.4030 43/2388 [..............................] - ETA: 6:03 - loss: 506.1963 - logits_profile_predictions_loss: 502.0859 - logcount_predictions_loss: 0.4030 44/2388 [..............................] - ETA: 6:03 - loss: 506.0902 - logits_profile_predictions_loss: 501.9806 - logcount_predictions_loss: 0.4029 45/2388 [..............................] - ETA: 6:03 - loss: 505.9577 - logits_profile_predictions_loss: 501.8487 - logcount_predictions_loss: 0.4028 46/2388 [..............................] - ETA: 6:03 - loss: 505.8253 - logits_profile_predictions_loss: 501.7174 - logcount_predictions_loss: 0.4027 47/2388 [..............................] - ETA: 6:02 - loss: 505.6701 - logits_profile_predictions_loss: 501.5638 - logcount_predictions_loss: 0.4026 48/2388 [..............................] - ETA: 6:02 - loss: 505.5006 - logits_profile_predictions_loss: 501.3962 - logcount_predictions_loss: 0.4024 49/2388 [..............................] - ETA: 6:02 - loss: 505.3176 - logits_profile_predictions_loss: 501.2158 - logcount_predictions_loss: 0.4021 50/2388 [..............................] - ETA: 6:02 - loss: 505.1403 - logits_profile_predictions_loss: 501.0410 - logcount_predictions_loss: 0.4019 51/2388 [..............................] - ETA: 6:02 - loss: 504.9607 - logits_profile_predictions_loss: 500.8639 - logcount_predictions_loss: 0.4016 52/2388 [..............................] - ETA: 6:02 - loss: 504.7965 - logits_profile_predictions_loss: 500.7023 - logcount_predictions_loss: 0.4014 53/2388 [..............................] - ETA: 6:02 - loss: 504.6484 - logits_profile_predictions_loss: 500.5571 - logcount_predictions_loss: 0.4011 54/2388 [..............................] - ETA: 6:01 - loss: 504.5009 - logits_profile_predictions_loss: 500.4122 - logcount_predictions_loss: 0.4008 55/2388 [..............................] - ETA: 6:01 - loss: 504.3718 - logits_profile_predictions_loss: 500.2858 - logcount_predictions_loss: 0.4006 56/2388 [..............................] - ETA: 6:01 - loss: 504.2419 - logits_profile_predictions_loss: 500.1586 - logcount_predictions_loss: 0.4003 57/2388 [..............................] - ETA: 6:01 - loss: 504.1027 - logits_profile_predictions_loss: 500.0223 - logcount_predictions_loss: 0.4000 58/2388 [..............................] - ETA: 6:01 - loss: 503.9732 - logits_profile_predictions_loss: 499.8954 - logcount_predictions_loss: 0.3998 59/2388 [..............................] - ETA: 6:01 - loss: 503.8493 - logits_profile_predictions_loss: 499.7739 - logcount_predictions_loss: 0.3995 60/2388 [..............................] - ETA: 6:01 - loss: 503.7293 - logits_profile_predictions_loss: 499.6564 - logcount_predictions_loss: 0.3993 61/2388 [..............................] - ETA: 6:00 - loss: 503.6060 - logits_profile_predictions_loss: 499.5356 - logcount_predictions_loss: 0.3990 62/2388 [..............................] - ETA: 6:00 - loss: 503.4908 - logits_profile_predictions_loss: 499.4228 - logcount_predictions_loss: 0.3988 63/2388 [..............................] - ETA: 6:00 - loss: 503.3741 - logits_profile_predictions_loss: 499.3086 - logcount_predictions_loss: 0.3986 64/2388 [..............................] - ETA: 6:00 - loss: 503.2443 - logits_profile_predictions_loss: 499.1813 - logcount_predictions_loss: 0.3983 65/2388 [..............................] - ETA: 6:00 - loss: 503.0908 - logits_profile_predictions_loss: 499.0302 - logcount_predictions_loss: 0.3981 66/2388 [..............................] - ETA: 6:00 - loss: 502.9372 - logits_profile_predictions_loss: 498.8790 - logcount_predictions_loss: 0.3979 67/2388 [..............................] - ETA: 5:59 - loss: 502.8025 - logits_profile_predictions_loss: 498.7466 - logcount_predictions_loss: 0.3976 68/2388 [..............................] - ETA: 5:59 - loss: 502.6543 - logits_profile_predictions_loss: 498.6007 - logcount_predictions_loss: 0.3974 69/2388 [..............................] - ETA: 5:59 - loss: 502.5016 - logits_profile_predictions_loss: 498.4504 - logcount_predictions_loss: 0.3972 70/2388 [..............................] - ETA: 5:59 - loss: 502.3669 - logits_profile_predictions_loss: 498.3180 - logcount_predictions_loss: 0.3970 71/2388 [..............................] - ETA: 5:59 - loss: 502.2290 - logits_profile_predictions_loss: 498.1824 - logcount_predictions_loss: 0.3967 72/2388 [..............................] - ETA: 5:59 - loss: 502.1072 - logits_profile_predictions_loss: 498.0626 - logcount_predictions_loss: 0.3965 73/2388 [..............................] - ETA: 5:59 - loss: 501.9855 - logits_profile_predictions_loss: 497.9430 - logcount_predictions_loss: 0.3963 74/2388 [..............................] - ETA: 5:59 - loss: 501.8810 - logits_profile_predictions_loss: 497.8401 - logcount_predictions_loss: 0.3962 75/2388 [..............................] - ETA: 5:58 - loss: 501.7693 - logits_profile_predictions_loss: 497.7296 - logcount_predictions_loss: 0.3960 76/2388 [..............................] - ETA: 5:58 - loss: 501.6688 - logits_profile_predictions_loss: 497.6306 - logcount_predictions_loss: 0.3959 77/2388 [..............................] - ETA: 5:58 - loss: 501.5714 - logits_profile_predictions_loss: 497.5348 - logcount_predictions_loss: 0.3957 78/2388 [..............................] - ETA: 5:58 - loss: 501.4689 - logits_profile_predictions_loss: 497.4336 - logcount_predictions_loss: 0.3956 79/2388 [..............................] - ETA: 5:58 - loss: 501.3544 - logits_profile_predictions_loss: 497.3205 - logcount_predictions_loss: 0.3955 80/2388 [>.............................] - ETA: 5:58 - loss: 501.2372 - logits_profile_predictions_loss: 497.2046 - logcount_predictions_loss: 0.3953 81/2388 [>.............................] - ETA: 5:57 - loss: 501.1308 - logits_profile_predictions_loss: 497.0993 - logcount_predictions_loss: 0.3952 82/2388 [>.............................] - ETA: 5:57 - loss: 501.0350 - logits_profile_predictions_loss: 497.0049 - logcount_predictions_loss: 0.3951 83/2388 [>.............................] - ETA: 5:57 - loss: 500.9608 - logits_profile_predictions_loss: 496.9320 - logcount_predictions_loss: 0.3950 84/2388 [>.............................] - ETA: 5:57 - loss: 500.8926 - logits_profile_predictions_loss: 496.8650 - logcount_predictions_loss: 0.3949 85/2388 [>.............................] - ETA: 5:57 - loss: 500.8194 - logits_profile_predictions_loss: 496.7931 - logcount_predictions_loss: 0.3947 86/2388 [>.............................] - ETA: 5:57 - loss: 500.7532 - logits_profile_predictions_loss: 496.7281 - logcount_predictions_loss: 0.3946 87/2388 [>.............................] - ETA: 5:57 - loss: 500.6852 - logits_profile_predictions_loss: 496.6613 - logcount_predictions_loss: 0.3945 88/2388 [>.............................] - ETA: 5:56 - loss: 500.6245 - logits_profile_predictions_loss: 496.6017 - logcount_predictions_loss: 0.3944 89/2388 [>.............................] - ETA: 5:56 - loss: 500.5487 - logits_profile_predictions_loss: 496.5271 - logcount_predictions_loss: 0.3943 90/2388 [>.............................] - ETA: 5:56 - loss: 500.4977 - logits_profile_predictions_loss: 496.4773 - logcount_predictions_loss: 0.3942 91/2388 [>.............................] - ETA: 5:56 - loss: 500.4648 - logits_profile_predictions_loss: 496.4456 - logcount_predictions_loss: 0.3940 92/2388 [>.............................] - ETA: 5:56 - loss: 500.4385 - logits_profile_predictions_loss: 496.4204 - logcount_predictions_loss: 0.3939 93/2388 [>.............................] - ETA: 5:56 - loss: 500.4072 - logits_profile_predictions_loss: 496.3901 - logcount_predictions_loss: 0.3938 94/2388 [>.............................] - ETA: 5:56 - loss: 500.3774 - logits_profile_predictions_loss: 496.3612 - logcount_predictions_loss: 0.3937 95/2388 [>.............................] - ETA: 5:55 - loss: 500.3507 - logits_profile_predictions_loss: 496.3355 - logcount_predictions_loss: 0.3937 96/2388 [>.............................] - ETA: 5:55 - loss: 500.3287 - logits_profile_predictions_loss: 496.3145 - logcount_predictions_loss: 0.3935 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logits_profile_predictions_loss: 496.1844 - logcount_predictions_loss: 0.3930 104/2388 [>.............................] - ETA: 5:54 - loss: 500.1743 - logits_profile_predictions_loss: 496.1658 - logcount_predictions_loss: 0.3930 105/2388 [>.............................] - ETA: 5:54 - loss: 500.1545 - logits_profile_predictions_loss: 496.1463 - logcount_predictions_loss: 0.3930 106/2388 [>.............................] - ETA: 5:54 - loss: 500.1419 - logits_profile_predictions_loss: 496.1339 - logcount_predictions_loss: 0.3929 107/2388 [>.............................] - ETA: 5:54 - loss: 500.1334 - logits_profile_predictions_loss: 496.1255 - logcount_predictions_loss: 0.3929 108/2388 [>.............................] - ETA: 5:54 - loss: 500.1270 - logits_profile_predictions_loss: 496.1191 - logcount_predictions_loss: 0.3929 109/2388 [>.............................] - ETA: 5:53 - loss: 500.1132 - logits_profile_predictions_loss: 496.1053 - logcount_predictions_loss: 0.3929 110/2388 [>.............................] - ETA: 5:53 - loss: 500.1028 - logits_profile_predictions_loss: 496.0950 - logcount_predictions_loss: 0.3929 111/2388 [>.............................] - ETA: 5:53 - loss: 500.0997 - logits_profile_predictions_loss: 496.0921 - logcount_predictions_loss: 0.3929 112/2388 [>.............................] - ETA: 5:53 - loss: 500.0928 - logits_profile_predictions_loss: 496.0854 - logcount_predictions_loss: 0.3929 113/2388 [>.............................] - ETA: 5:53 - loss: 500.0887 - logits_profile_predictions_loss: 496.0813 - logcount_predictions_loss: 0.3929 114/2388 [>.............................] - ETA: 5:53 - loss: 500.0836 - logits_profile_predictions_loss: 496.0763 - logcount_predictions_loss: 0.3929 115/2388 [>.............................] - ETA: 5:53 - loss: 500.0823 - logits_profile_predictions_loss: 496.0752 - logcount_predictions_loss: 0.3929 116/2388 [>.............................] - ETA: 5:52 - loss: 500.0760 - logits_profile_predictions_loss: 496.0690 - logcount_predictions_loss: 0.3928 117/2388 [>.............................] - ETA: 5:52 - loss: 500.0680 - logits_profile_predictions_loss: 496.0612 - logcount_predictions_loss: 0.3928 118/2388 [>.............................] - ETA: 5:52 - loss: 500.0620 - logits_profile_predictions_loss: 496.0555 - logcount_predictions_loss: 0.3928 119/2388 [>.............................] - ETA: 5:52 - loss: 500.0584 - logits_profile_predictions_loss: 496.0522 - logcount_predictions_loss: 0.3928 120/2388 [>.............................] - ETA: 5:52 - loss: 500.0534 - logits_profile_predictions_loss: 496.0477 - logcount_predictions_loss: 0.3927 121/2388 [>.............................] - ETA: 5:52 - loss: 500.0450 - logits_profile_predictions_loss: 496.0398 - logcount_predictions_loss: 0.3927 122/2388 [>.............................] - ETA: 5:52 - loss: 500.0362 - logits_profile_predictions_loss: 496.0313 - logcount_predictions_loss: 0.3926 123/2388 [>.............................] - ETA: 5:51 - loss: 500.0270 - logits_profile_predictions_loss: 496.0225 - logcount_predictions_loss: 0.3926 124/2388 [>.............................] - ETA: 5:51 - loss: 500.0254 - logits_profile_predictions_loss: 496.0210 - logcount_predictions_loss: 0.3926 125/2388 [>.............................] - ETA: 5:51 - loss: 500.0213 - logits_profile_predictions_loss: 496.0170 - logcount_predictions_loss: 0.3926 126/2388 [>.............................] - ETA: 5:51 - loss: 500.0163 - logits_profile_predictions_loss: 496.0122 - logcount_predictions_loss: 0.3926 127/2388 [>.............................] - ETA: 5:51 - loss: 500.0150 - logits_profile_predictions_loss: 496.0110 - logcount_predictions_loss: 0.3925 128/2388 [>.............................] - ETA: 5:51 - loss: 500.0173 - logits_profile_predictions_loss: 496.0134 - logcount_predictions_loss: 0.3925 129/2388 [>.............................] - ETA: 5:50 - loss: 500.0176 - logits_profile_predictions_loss: 496.0138 - logcount_predictions_loss: 0.3925 130/2388 [>.............................] - ETA: 5:50 - loss: 500.0130 - logits_profile_predictions_loss: 496.0095 - logcount_predictions_loss: 0.3925 131/2388 [>.............................] - ETA: 5:50 - loss: 500.0107 - logits_profile_predictions_loss: 496.0075 - logcount_predictions_loss: 0.3925 132/2388 [>.............................] - ETA: 5:50 - loss: 500.0046 - logits_profile_predictions_loss: 496.0016 - logcount_predictions_loss: 0.3924 133/2388 [>.............................] - ETA: 5:50 - loss: 500.0031 - logits_profile_predictions_loss: 496.0004 - logcount_predictions_loss: 0.3924 134/2388 [>.............................] - ETA: 5:50 - loss: 500.0023 - logits_profile_predictions_loss: 495.9999 - logcount_predictions_loss: 0.3924 135/2388 [>.............................] - ETA: 5:50 - loss: 499.9999 - logits_profile_predictions_loss: 495.9978 - logcount_predictions_loss: 0.3924 136/2388 [>.............................] - ETA: 5:49 - loss: 499.9987 - logits_profile_predictions_loss: 495.9968 - logcount_predictions_loss: 0.3923 137/2388 [>.............................] - ETA: 5:49 - loss: 499.9951 - logits_profile_predictions_loss: 495.9937 - logcount_predictions_loss: 0.3923 138/2388 [>.............................] - ETA: 5:49 - loss: 499.9899 - logits_profile_predictions_loss: 495.9887 - logcount_predictions_loss: 0.3923 139/2388 [>.............................] - ETA: 5:49 - loss: 499.9848 - logits_profile_predictions_loss: 495.9840 - logcount_predictions_loss: 0.3922 140/2388 [>.............................] - ETA: 5:49 - loss: 499.9793 - logits_profile_predictions_loss: 495.9789 - logcount_predictions_loss: 0.3922 141/2388 [>.............................] - ETA: 5:49 - loss: 499.9746 - logits_profile_predictions_loss: 495.9746 - logcount_predictions_loss: 0.3922 142/2388 [>.............................] - ETA: 5:49 - loss: 499.9695 - 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2373/2388 [============================>.] - ETA: 2s - loss: 497.4993 - logits_profile_predictions_loss: 493.7402 - logcount_predictions_loss: 0.3685 2374/2388 [============================>.] - ETA: 2s - loss: 497.4992 - logits_profile_predictions_loss: 493.7401 - logcount_predictions_loss: 0.3685 2375/2388 [============================>.] - ETA: 2s - loss: 497.4990 - logits_profile_predictions_loss: 493.7400 - logcount_predictions_loss: 0.3685 2376/2388 [============================>.] - ETA: 1s - loss: 497.4988 - logits_profile_predictions_loss: 493.7398 - logcount_predictions_loss: 0.3685 2377/2388 [============================>.] - ETA: 1s - loss: 497.4987 - logits_profile_predictions_loss: 493.7397 - logcount_predictions_loss: 0.3685 2378/2388 [============================>.] - ETA: 1s - loss: 497.4985 - logits_profile_predictions_loss: 493.7395 - logcount_predictions_loss: 0.3685 2379/2388 [============================>.] - ETA: 1s - loss: 497.4983 - logits_profile_predictions_loss: 493.7394 - logcount_predictions_loss: 0.3685 2380/2388 [============================>.] - ETA: 1s - loss: 497.4982 - logits_profile_predictions_loss: 493.7393 - logcount_predictions_loss: 0.3685 2381/2388 [============================>.] - ETA: 1s - loss: 497.4980 - logits_profile_predictions_loss: 493.7392 - logcount_predictions_loss: 0.3685 2382/2388 [============================>.] - ETA: 0s - loss: 497.4978 - logits_profile_predictions_loss: 493.7390 - logcount_predictions_loss: 0.3685 2383/2388 [============================>.] - ETA: 0s - loss: 497.4976 - logits_profile_predictions_loss: 493.7389 - logcount_predictions_loss: 0.3685 2384/2388 [============================>.] - ETA: 0s - loss: 497.4975 - logits_profile_predictions_loss: 493.7387 - logcount_predictions_loss: 0.3685 2385/2388 [============================>.] - ETA: 0s - loss: 497.4973 - logits_profile_predictions_loss: 493.7386 - logcount_predictions_loss: 0.3685 2386/2388 [============================>.] - ETA: 0s - loss: 497.4971 - logits_profile_predictions_loss: 493.7385 - logcount_predictions_loss: 0.3685 2387/2388 [============================>.] - ETA: 0s - loss: 497.4970 - logits_profile_predictions_loss: 493.7384 - logcount_predictions_loss: 0.3685 2388/2388 [==============================] - ETA: 0s - loss: 497.4968 - logits_profile_predictions_loss: 493.7382 - logcount_predictions_loss: 0.3685 2388/2388 [==============================] - 396s 166ms/step - loss: 497.4966 - logits_profile_predictions_loss: 493.7381 - logcount_predictions_loss: 0.3685 - val_loss: 615.4417 - val_logits_profile_predictions_loss: 611.3988 - val_logcount_predictions_loss: 0.3964 Epoch 00009: val_loss did not improve from 615.04578 Epoch 10/50 1/2388 [..............................] - ETA: 9:19 - loss: 519.2195 - logits_profile_predictions_loss: 515.0035 - logcount_predictions_loss: 0.4133 2/2388 [..............................] - ETA: 6:09 - loss: 517.0022 - logits_profile_predictions_loss: 512.6964 - logcount_predictions_loss: 0.4221 3/2388 [..............................] - ETA: 6:09 - loss: 509.2544 - logits_profile_predictions_loss: 505.0021 - logcount_predictions_loss: 0.4169 4/2388 [..............................] - ETA: 6:08 - loss: 506.3468 - logits_profile_predictions_loss: 502.1807 - logcount_predictions_loss: 0.4084 5/2388 [..............................] - ETA: 6:08 - loss: 506.4357 - logits_profile_predictions_loss: 502.3326 - logcount_predictions_loss: 0.4023 6/2388 [..............................] - ETA: 6:08 - loss: 507.0842 - logits_profile_predictions_loss: 503.0474 - logcount_predictions_loss: 0.3958 7/2388 [..............................] - ETA: 6:08 - loss: 506.0086 - logits_profile_predictions_loss: 502.0135 - logcount_predictions_loss: 0.3917 8/2388 [..............................] - ETA: 6:08 - loss: 505.8653 - logits_profile_predictions_loss: 501.8983 - logcount_predictions_loss: 0.3889 9/2388 [..............................] - ETA: 6:08 - loss: 506.2060 - logits_profile_predictions_loss: 502.2729 - logcount_predictions_loss: 0.3856 10/2388 [..............................] - ETA: 6:07 - loss: 505.3042 - logits_profile_predictions_loss: 501.4007 - logcount_predictions_loss: 0.3827 11/2388 [..............................] - ETA: 6:07 - loss: 504.5282 - logits_profile_predictions_loss: 500.6547 - logcount_predictions_loss: 0.3798 12/2388 [..............................] - ETA: 6:07 - loss: 503.5558 - logits_profile_predictions_loss: 499.7103 - logcount_predictions_loss: 0.3770 13/2388 [..............................] - ETA: 6:07 - loss: 502.2888 - logits_profile_predictions_loss: 498.4732 - logcount_predictions_loss: 0.3741 14/2388 [..............................] - ETA: 6:07 - loss: 500.8534 - logits_profile_predictions_loss: 497.0620 - logcount_predictions_loss: 0.3717 15/2388 [..............................] - ETA: 6:07 - loss: 499.8411 - logits_profile_predictions_loss: 496.0695 - logcount_predictions_loss: 0.3698 16/2388 [..............................] - ETA: 6:07 - loss: 499.0427 - logits_profile_predictions_loss: 495.2908 - logcount_predictions_loss: 0.3678 17/2388 [..............................] - ETA: 6:07 - loss: 498.1809 - logits_profile_predictions_loss: 494.4507 - logcount_predictions_loss: 0.3657 18/2388 [..............................] - ETA: 6:06 - loss: 497.3964 - logits_profile_predictions_loss: 493.6772 - logcount_predictions_loss: 0.3646 19/2388 [..............................] - ETA: 6:06 - loss: 496.5035 - logits_profile_predictions_loss: 492.7973 - logcount_predictions_loss: 0.3634 20/2388 [..............................] - ETA: 6:06 - loss: 495.6398 - logits_profile_predictions_loss: 491.9461 - logcount_predictions_loss: 0.3621 21/2388 [..............................] - ETA: 6:06 - loss: 494.9010 - logits_profile_predictions_loss: 491.2185 - logcount_predictions_loss: 0.3610 22/2388 [..............................] - ETA: 6:06 - loss: 494.0650 - logits_profile_predictions_loss: 490.3948 - logcount_predictions_loss: 0.3598 23/2388 [..............................] - ETA: 6:06 - loss: 493.3477 - logits_profile_predictions_loss: 489.6861 - logcount_predictions_loss: 0.3590 24/2388 [..............................] - ETA: 6:06 - loss: 492.8501 - logits_profile_predictions_loss: 489.1959 - logcount_predictions_loss: 0.3583 25/2388 [..............................] - ETA: 6:05 - loss: 492.2792 - logits_profile_predictions_loss: 488.6316 - logcount_predictions_loss: 0.3576 26/2388 [..............................] - ETA: 6:05 - loss: 491.7782 - logits_profile_predictions_loss: 488.1356 - logcount_predictions_loss: 0.3571 27/2388 [..............................] - ETA: 6:05 - loss: 491.4424 - logits_profile_predictions_loss: 487.8011 - logcount_predictions_loss: 0.3570 28/2388 [..............................] - ETA: 6:05 - loss: 491.1051 - logits_profile_predictions_loss: 487.4664 - logcount_predictions_loss: 0.3567 29/2388 [..............................] - ETA: 6:05 - loss: 490.8840 - logits_profile_predictions_loss: 487.2476 - logcount_predictions_loss: 0.3565 30/2388 [..............................] - ETA: 6:05 - loss: 490.8078 - logits_profile_predictions_loss: 487.1732 - logcount_predictions_loss: 0.3563 31/2388 [..............................] - ETA: 6:05 - loss: 490.7846 - logits_profile_predictions_loss: 487.1502 - logcount_predictions_loss: 0.3563 32/2388 [..............................] - ETA: 6:05 - loss: 490.7790 - logits_profile_predictions_loss: 487.1462 - logcount_predictions_loss: 0.3562 33/2388 [..............................] - ETA: 6:05 - loss: 490.7570 - logits_profile_predictions_loss: 487.1268 - logcount_predictions_loss: 0.3559 34/2388 [..............................] - ETA: 6:04 - loss: 490.6679 - logits_profile_predictions_loss: 487.0406 - logcount_predictions_loss: 0.3556 35/2388 [..............................] - ETA: 6:04 - loss: 490.5579 - logits_profile_predictions_loss: 486.9335 - logcount_predictions_loss: 0.3553 36/2388 [..............................] - ETA: 6:04 - loss: 490.4238 - logits_profile_predictions_loss: 486.8029 - logcount_predictions_loss: 0.3550 37/2388 [..............................] - ETA: 6:04 - loss: 490.3372 - logits_profile_predictions_loss: 486.7198 - logcount_predictions_loss: 0.3546 38/2388 [..............................] - ETA: 6:04 - loss: 490.2383 - logits_profile_predictions_loss: 486.6238 - logcount_predictions_loss: 0.3544 39/2388 [..............................] - ETA: 6:04 - loss: 490.1683 - logits_profile_predictions_loss: 486.5557 - logcount_predictions_loss: 0.3542 40/2388 [..............................] - ETA: 6:04 - loss: 490.0766 - logits_profile_predictions_loss: 486.4661 - logcount_predictions_loss: 0.3540 41/2388 [..............................] - ETA: 6:03 - loss: 489.9844 - logits_profile_predictions_loss: 486.3763 - logcount_predictions_loss: 0.3537 42/2388 [..............................] - ETA: 6:03 - loss: 489.8883 - logits_profile_predictions_loss: 486.2827 - logcount_predictions_loss: 0.3535 43/2388 [..............................] - ETA: 6:03 - loss: 489.8203 - logits_profile_predictions_loss: 486.2172 - logcount_predictions_loss: 0.3532 44/2388 [..............................] - ETA: 6:03 - loss: 489.7585 - logits_profile_predictions_loss: 486.1582 - logcount_predictions_loss: 0.3530 45/2388 [..............................] - ETA: 6:03 - loss: 489.6795 - logits_profile_predictions_loss: 486.0816 - logcount_predictions_loss: 0.3527 46/2388 [..............................] - ETA: 6:03 - loss: 489.6091 - logits_profile_predictions_loss: 486.0136 - logcount_predictions_loss: 0.3525 47/2388 [..............................] - ETA: 6:03 - loss: 489.5311 - logits_profile_predictions_loss: 485.9364 - logcount_predictions_loss: 0.3524 48/2388 [..............................] - ETA: 6:02 - loss: 489.4653 - logits_profile_predictions_loss: 485.8711 - logcount_predictions_loss: 0.3524 49/2388 [..............................] - ETA: 6:02 - loss: 489.3955 - logits_profile_predictions_loss: 485.8021 - logcount_predictions_loss: 0.3523 50/2388 [..............................] - ETA: 6:02 - loss: 489.3396 - logits_profile_predictions_loss: 485.7463 - logcount_predictions_loss: 0.3523 51/2388 [..............................] - ETA: 6:02 - loss: 489.2766 - logits_profile_predictions_loss: 485.6832 - logcount_predictions_loss: 0.3523 52/2388 [..............................] - ETA: 6:02 - loss: 489.2253 - logits_profile_predictions_loss: 485.6316 - logcount_predictions_loss: 0.3523 53/2388 [..............................] - ETA: 6:02 - loss: 489.2220 - logits_profile_predictions_loss: 485.6274 - logcount_predictions_loss: 0.3524 54/2388 [..............................] - ETA: 6:02 - loss: 489.2167 - logits_profile_predictions_loss: 485.6214 - logcount_predictions_loss: 0.3525 55/2388 [..............................] - ETA: 6:01 - loss: 489.2179 - logits_profile_predictions_loss: 485.6221 - logcount_predictions_loss: 0.3525 56/2388 [..............................] - ETA: 6:01 - loss: 489.2033 - logits_profile_predictions_loss: 485.6069 - logcount_predictions_loss: 0.3526 57/2388 [..............................] - ETA: 6:01 - loss: 489.1744 - logits_profile_predictions_loss: 485.5777 - logcount_predictions_loss: 0.3526 58/2388 [..............................] - ETA: 6:01 - loss: 489.1482 - logits_profile_predictions_loss: 485.5512 - logcount_predictions_loss: 0.3527 59/2388 [..............................] - ETA: 6:01 - loss: 489.1171 - logits_profile_predictions_loss: 485.5199 - logcount_predictions_loss: 0.3527 60/2388 [..............................] - ETA: 6:01 - loss: 489.0964 - logits_profile_predictions_loss: 485.4991 - logcount_predictions_loss: 0.3527 61/2388 [..............................] - ETA: 6:01 - loss: 489.0890 - logits_profile_predictions_loss: 485.4918 - logcount_predictions_loss: 0.3527 62/2388 [..............................] - ETA: 6:00 - loss: 489.0680 - logits_profile_predictions_loss: 485.4707 - logcount_predictions_loss: 0.3527 63/2388 [..............................] - ETA: 6:00 - loss: 489.0603 - logits_profile_predictions_loss: 485.4629 - logcount_predictions_loss: 0.3527 64/2388 [..............................] - ETA: 6:00 - loss: 489.0355 - logits_profile_predictions_loss: 485.4381 - logcount_predictions_loss: 0.3527 65/2388 [..............................] - ETA: 6:00 - loss: 488.9819 - logits_profile_predictions_loss: 485.3845 - logcount_predictions_loss: 0.3527 66/2388 [..............................] - ETA: 6:00 - loss: 488.9212 - logits_profile_predictions_loss: 485.3237 - logcount_predictions_loss: 0.3527 67/2388 [..............................] - ETA: 6:00 - loss: 488.8582 - logits_profile_predictions_loss: 485.2607 - logcount_predictions_loss: 0.3527 68/2388 [..............................] - ETA: 6:00 - loss: 488.8132 - logits_profile_predictions_loss: 485.2157 - logcount_predictions_loss: 0.3527 69/2388 [..............................] - ETA: 5:59 - loss: 488.7838 - logits_profile_predictions_loss: 485.1864 - logcount_predictions_loss: 0.3527 70/2388 [..............................] - ETA: 5:59 - loss: 488.7623 - logits_profile_predictions_loss: 485.1649 - logcount_predictions_loss: 0.3527 71/2388 [..............................] - ETA: 5:59 - loss: 488.7531 - logits_profile_predictions_loss: 485.1559 - logcount_predictions_loss: 0.3527 72/2388 [..............................] - ETA: 5:59 - loss: 488.7392 - logits_profile_predictions_loss: 485.1425 - logcount_predictions_loss: 0.3526 73/2388 [..............................] - ETA: 5:59 - loss: 488.7432 - logits_profile_predictions_loss: 485.1468 - logcount_predictions_loss: 0.3526 74/2388 [..............................] - ETA: 5:59 - loss: 488.7520 - logits_profile_predictions_loss: 485.1558 - logcount_predictions_loss: 0.3526 75/2388 [..............................] - ETA: 5:59 - loss: 488.7561 - logits_profile_predictions_loss: 485.1600 - logcount_predictions_loss: 0.3526 76/2388 [..............................] - ETA: 5:58 - loss: 488.7591 - logits_profile_predictions_loss: 485.1633 - logcount_predictions_loss: 0.3525 77/2388 [..............................] - ETA: 5:58 - loss: 488.7804 - logits_profile_predictions_loss: 485.1850 - logcount_predictions_loss: 0.3525 78/2388 [..............................] - ETA: 5:58 - loss: 488.8007 - logits_profile_predictions_loss: 485.2058 - logcount_predictions_loss: 0.3524 79/2388 [..............................] - ETA: 5:58 - loss: 488.8286 - logits_profile_predictions_loss: 485.2343 - logcount_predictions_loss: 0.3524 80/2388 [>.............................] - ETA: 5:58 - loss: 488.8381 - logits_profile_predictions_loss: 485.2445 - logcount_predictions_loss: 0.3523 81/2388 [>.............................] - ETA: 5:58 - loss: 488.8456 - logits_profile_predictions_loss: 485.2527 - logcount_predictions_loss: 0.3522 82/2388 [>.............................] - ETA: 5:58 - loss: 488.8511 - logits_profile_predictions_loss: 485.2590 - logcount_predictions_loss: 0.3522 83/2388 [>.............................] - ETA: 5:57 - loss: 488.8520 - logits_profile_predictions_loss: 485.2608 - logcount_predictions_loss: 0.3521 84/2388 [>.............................] - ETA: 5:57 - loss: 488.8551 - logits_profile_predictions_loss: 485.2648 - logcount_predictions_loss: 0.3520 85/2388 [>.............................] - ETA: 5:57 - loss: 488.8661 - logits_profile_predictions_loss: 485.2767 - logcount_predictions_loss: 0.3519 86/2388 [>.............................] - ETA: 5:57 - loss: 488.8691 - logits_profile_predictions_loss: 485.2805 - logcount_predictions_loss: 0.3518 87/2388 [>.............................] - ETA: 5:57 - loss: 488.8609 - logits_profile_predictions_loss: 485.2733 - logcount_predictions_loss: 0.3517 88/2388 [>.............................] - ETA: 5:57 - loss: 488.8462 - logits_profile_predictions_loss: 485.2595 - logcount_predictions_loss: 0.3516 89/2388 [>.............................] - ETA: 5:57 - loss: 488.8347 - logits_profile_predictions_loss: 485.2490 - logcount_predictions_loss: 0.3515 90/2388 [>.............................] - ETA: 5:56 - loss: 488.8338 - logits_profile_predictions_loss: 485.2491 - logcount_predictions_loss: 0.3514 91/2388 [>.............................] - ETA: 5:56 - loss: 488.8279 - logits_profile_predictions_loss: 485.2443 - logcount_predictions_loss: 0.3513 92/2388 [>.............................] - ETA: 5:56 - loss: 488.8211 - logits_profile_predictions_loss: 485.2385 - logcount_predictions_loss: 0.3512 93/2388 [>.............................] - ETA: 5:56 - loss: 488.8238 - logits_profile_predictions_loss: 485.2423 - logcount_predictions_loss: 0.3511 94/2388 [>.............................] - ETA: 5:56 - loss: 488.8347 - logits_profile_predictions_loss: 485.2542 - logcount_predictions_loss: 0.3510 95/2388 [>.............................] - ETA: 5:56 - loss: 488.8472 - logits_profile_predictions_loss: 485.2676 - logcount_predictions_loss: 0.3509 96/2388 [>.............................] - ETA: 5:56 - loss: 488.8573 - logits_profile_predictions_loss: 485.2787 - logcount_predictions_loss: 0.3508 97/2388 [>.............................] - ETA: 5:55 - loss: 488.8663 - logits_profile_predictions_loss: 485.2885 - logcount_predictions_loss: 0.3508 98/2388 [>.............................] - ETA: 5:55 - loss: 488.8725 - logits_profile_predictions_loss: 485.2953 - logcount_predictions_loss: 0.3507 99/2388 [>.............................] - ETA: 5:55 - loss: 488.8881 - logits_profile_predictions_loss: 485.3115 - logcount_predictions_loss: 0.3507 100/2388 [>.............................] - ETA: 5:55 - loss: 488.9028 - logits_profile_predictions_loss: 485.3268 - logcount_predictions_loss: 0.3506 101/2388 [>.............................] - ETA: 5:55 - loss: 488.9142 - logits_profile_predictions_loss: 485.3387 - logcount_predictions_loss: 0.3505 102/2388 [>.............................] - ETA: 5:55 - loss: 488.9222 - logits_profile_predictions_loss: 485.3471 - logcount_predictions_loss: 0.3505 103/2388 [>.............................] - ETA: 5:55 - loss: 488.9266 - logits_profile_predictions_loss: 485.3521 - logcount_predictions_loss: 0.3504 104/2388 [>.............................] - ETA: 5:54 - loss: 488.9361 - logits_profile_predictions_loss: 485.3620 - logcount_predictions_loss: 0.3504 105/2388 [>.............................] - ETA: 5:54 - loss: 488.9435 - logits_profile_predictions_loss: 485.3698 - logcount_predictions_loss: 0.3504 106/2388 [>.............................] - ETA: 5:54 - loss: 488.9633 - logits_profile_predictions_loss: 485.3901 - logcount_predictions_loss: 0.3503 107/2388 [>.............................] - ETA: 5:54 - loss: 488.9786 - logits_profile_predictions_loss: 485.4059 - logcount_predictions_loss: 0.3503 108/2388 [>.............................] - ETA: 5:54 - loss: 488.9912 - logits_profile_predictions_loss: 485.4191 - logcount_predictions_loss: 0.3502 109/2388 [>.............................] - ETA: 5:54 - loss: 489.0020 - logits_profile_predictions_loss: 485.4306 - logcount_predictions_loss: 0.3501 110/2388 [>.............................] - ETA: 5:54 - loss: 489.0092 - logits_profile_predictions_loss: 485.4384 - logcount_predictions_loss: 0.3501 111/2388 [>.............................] - ETA: 5:53 - loss: 489.0164 - logits_profile_predictions_loss: 485.4462 - logcount_predictions_loss: 0.3500 112/2388 [>.............................] - ETA: 5:53 - loss: 489.0184 - logits_profile_predictions_loss: 485.4488 - logcount_predictions_loss: 0.3500 113/2388 [>.............................] - ETA: 5:53 - loss: 489.0215 - logits_profile_predictions_loss: 485.4526 - logcount_predictions_loss: 0.3499 114/2388 [>.............................] - ETA: 5:53 - loss: 489.0284 - logits_profile_predictions_loss: 485.4601 - logcount_predictions_loss: 0.3498 115/2388 [>.............................] - ETA: 5:53 - loss: 489.0343 - logits_profile_predictions_loss: 485.4667 - logcount_predictions_loss: 0.3498 116/2388 [>.............................] - ETA: 5:53 - loss: 489.0453 - logits_profile_predictions_loss: 485.4783 - logcount_predictions_loss: 0.3497 117/2388 [>.............................] - ETA: 5:53 - loss: 489.0519 - logits_profile_predictions_loss: 485.4855 - logcount_predictions_loss: 0.3497 118/2388 [>.............................] - ETA: 5:53 - loss: 489.0576 - logits_profile_predictions_loss: 485.4919 - logcount_predictions_loss: 0.3496 119/2388 [>.............................] - ETA: 5:52 - loss: 489.0645 - logits_profile_predictions_loss: 485.4995 - logcount_predictions_loss: 0.3495 120/2388 [>.............................] - ETA: 5:52 - loss: 489.0781 - logits_profile_predictions_loss: 485.5138 - logcount_predictions_loss: 0.3494 121/2388 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val_logcount_predictions_loss: 0.3872 Epoch 00010: val_loss improved from 615.04578 to 613.70892, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 11/50 1/2388 [..............................] - ETA: 9:17 - loss: 468.8402 - logits_profile_predictions_loss: 465.8202 - logcount_predictions_loss: 0.2961 2/2388 [..............................] - ETA: 6:08 - loss: 489.7105 - logits_profile_predictions_loss: 486.5627 - logcount_predictions_loss: 0.3086 3/2388 [..............................] - ETA: 6:08 - loss: 491.9633 - logits_profile_predictions_loss: 488.8042 - logcount_predictions_loss: 0.3097 4/2388 [..............................] - ETA: 6:08 - loss: 491.8569 - logits_profile_predictions_loss: 488.6851 - logcount_predictions_loss: 0.3110 5/2388 [..............................] - ETA: 6:08 - loss: 492.2779 - logits_profile_predictions_loss: 489.1446 - logcount_predictions_loss: 0.3072 6/2388 [..............................] - ETA: 6:08 - loss: 494.5567 - logits_profile_predictions_loss: 491.3802 - logcount_predictions_loss: 0.3114 7/2388 [..............................] - ETA: 6:08 - loss: 495.2907 - logits_profile_predictions_loss: 492.0758 - logcount_predictions_loss: 0.3152 8/2388 [..............................] - ETA: 6:08 - loss: 496.2117 - logits_profile_predictions_loss: 492.9754 - logcount_predictions_loss: 0.3173 9/2388 [..............................] - ETA: 6:08 - loss: 495.7468 - logits_profile_predictions_loss: 492.4952 - logcount_predictions_loss: 0.3188 10/2388 [..............................] - ETA: 6:08 - loss: 497.4404 - logits_profile_predictions_loss: 494.1713 - logcount_predictions_loss: 0.3205 11/2388 [..............................] - ETA: 6:08 - loss: 497.8477 - logits_profile_predictions_loss: 494.5645 - logcount_predictions_loss: 0.3219 12/2388 [..............................] - ETA: 6:07 - loss: 499.2376 - logits_profile_predictions_loss: 495.9464 - logcount_predictions_loss: 0.3227 13/2388 [..............................] - ETA: 6:07 - loss: 500.0874 - logits_profile_predictions_loss: 496.7975 - logcount_predictions_loss: 0.3225 14/2388 [..............................] - ETA: 6:07 - loss: 500.4083 - logits_profile_predictions_loss: 497.1237 - logcount_predictions_loss: 0.3220 15/2388 [..............................] - ETA: 6:07 - loss: 500.3514 - logits_profile_predictions_loss: 497.0714 - logcount_predictions_loss: 0.3216 16/2388 [..............................] - ETA: 6:07 - loss: 500.4042 - logits_profile_predictions_loss: 497.1304 - logcount_predictions_loss: 0.3210 17/2388 [..............................] - ETA: 6:07 - loss: 500.1991 - logits_profile_predictions_loss: 496.9305 - logcount_predictions_loss: 0.3204 18/2388 [..............................] - ETA: 6:07 - loss: 500.4258 - logits_profile_predictions_loss: 497.1584 - logcount_predictions_loss: 0.3203 19/2388 [..............................] - ETA: 6:07 - 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26/2388 [..............................] - ETA: 6:05 - loss: 500.7835 - logits_profile_predictions_loss: 497.5372 - logcount_predictions_loss: 0.3183 27/2388 [..............................] - ETA: 6:05 - loss: 500.5454 - logits_profile_predictions_loss: 497.2986 - logcount_predictions_loss: 0.3183 28/2388 [..............................] - ETA: 6:05 - loss: 500.3858 - logits_profile_predictions_loss: 497.1394 - logcount_predictions_loss: 0.3183 29/2388 [..............................] - ETA: 6:05 - loss: 500.2714 - logits_profile_predictions_loss: 497.0242 - logcount_predictions_loss: 0.3184 30/2388 [..............................] - ETA: 6:05 - loss: 500.1721 - logits_profile_predictions_loss: 496.9249 - logcount_predictions_loss: 0.3184 31/2388 [..............................] - ETA: 6:05 - loss: 500.0763 - logits_profile_predictions_loss: 496.8297 - logcount_predictions_loss: 0.3183 32/2388 [..............................] - ETA: 6:05 - loss: 500.0553 - 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[..............................] - ETA: 6:04 - loss: 499.9275 - logits_profile_predictions_loss: 496.6682 - logcount_predictions_loss: 0.3195 40/2388 [..............................] - ETA: 6:03 - loss: 499.9682 - logits_profile_predictions_loss: 496.7067 - logcount_predictions_loss: 0.3198 41/2388 [..............................] - ETA: 6:03 - loss: 500.0208 - logits_profile_predictions_loss: 496.7568 - logcount_predictions_loss: 0.3200 42/2388 [..............................] - ETA: 6:03 - loss: 500.0069 - logits_profile_predictions_loss: 496.7406 - logcount_predictions_loss: 0.3202 43/2388 [..............................] - ETA: 6:03 - loss: 500.0047 - logits_profile_predictions_loss: 496.7358 - logcount_predictions_loss: 0.3205 44/2388 [..............................] - ETA: 6:03 - loss: 499.9579 - logits_profile_predictions_loss: 496.6868 - logcount_predictions_loss: 0.3207 45/2388 [..............................] - ETA: 6:03 - loss: 499.8876 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:59 - loss: 497.6817 - logits_profile_predictions_loss: 494.3879 - logcount_predictions_loss: 0.3229 73/2388 [..............................] - ETA: 5:59 - loss: 497.6328 - logits_profile_predictions_loss: 494.3388 - logcount_predictions_loss: 0.3230 74/2388 [..............................] - ETA: 5:59 - loss: 497.5751 - logits_profile_predictions_loss: 494.2809 - logcount_predictions_loss: 0.3230 75/2388 [..............................] - ETA: 5:58 - loss: 497.5124 - logits_profile_predictions_loss: 494.2180 - logcount_predictions_loss: 0.3230 76/2388 [..............................] - ETA: 5:58 - loss: 497.4421 - logits_profile_predictions_loss: 494.1475 - logcount_predictions_loss: 0.3230 77/2388 [..............................] - ETA: 5:58 - loss: 497.3735 - logits_profile_predictions_loss: 494.0784 - logcount_predictions_loss: 0.3231 78/2388 [..............................] - ETA: 5:58 - loss: 497.3130 - logits_profile_predictions_loss: 494.0171 - logcount_predictions_loss: 0.3231 79/2388 [..............................] - ETA: 5:58 - loss: 497.2482 - logits_profile_predictions_loss: 493.9513 - logcount_predictions_loss: 0.3232 80/2388 [>.............................] - ETA: 5:58 - loss: 497.1855 - logits_profile_predictions_loss: 493.8874 - logcount_predictions_loss: 0.3233 81/2388 [>.............................] - ETA: 5:58 - loss: 497.1351 - logits_profile_predictions_loss: 493.8356 - logcount_predictions_loss: 0.3235 82/2388 [>.............................] - ETA: 5:58 - loss: 497.0899 - logits_profile_predictions_loss: 493.7891 - logcount_predictions_loss: 0.3236 83/2388 [>.............................] - ETA: 5:57 - loss: 497.0389 - logits_profile_predictions_loss: 493.7369 - logcount_predictions_loss: 0.3237 84/2388 [>.............................] - ETA: 5:57 - loss: 496.9913 - logits_profile_predictions_loss: 493.6880 - logcount_predictions_loss: 0.3239 85/2388 [>.............................] - ETA: 5:57 - 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[============================>.] - ETA: 4s - loss: 490.6043 - logits_profile_predictions_loss: 487.1728 - logcount_predictions_loss: 0.3364 2362/2388 [============================>.] - ETA: 4s - loss: 490.6040 - logits_profile_predictions_loss: 487.1725 - logcount_predictions_loss: 0.3364 2363/2388 [============================>.] - ETA: 3s - loss: 490.6037 - logits_profile_predictions_loss: 487.1723 - logcount_predictions_loss: 0.3364 2364/2388 [============================>.] - ETA: 3s - loss: 490.6035 - logits_profile_predictions_loss: 487.1720 - logcount_predictions_loss: 0.3364 2365/2388 [============================>.] - ETA: 3s - loss: 490.6032 - logits_profile_predictions_loss: 487.1717 - logcount_predictions_loss: 0.3364 2366/2388 [============================>.] - ETA: 3s - loss: 490.6029 - logits_profile_predictions_loss: 487.1715 - logcount_predictions_loss: 0.3364 2367/2388 [============================>.] - ETA: 3s - loss: 490.6027 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 487.1650 - logcount_predictions_loss: 0.3364 2388/2388 [==============================] - ETA: 0s - loss: 490.5959 - logits_profile_predictions_loss: 487.1646 - logcount_predictions_loss: 0.3364 2388/2388 [==============================] - 396s 166ms/step - loss: 490.5956 - logits_profile_predictions_loss: 487.1643 - logcount_predictions_loss: 0.3364 - val_loss: 620.4847 - val_logits_profile_predictions_loss: 616.4124 - val_logcount_predictions_loss: 0.3993 Epoch 00011: val_loss did not improve from 613.70892 Epoch 12/50 1/2388 [..............................] - ETA: 9:06 - loss: 414.0680 - logits_profile_predictions_loss: 410.5044 - logcount_predictions_loss: 0.3494 2/2388 [..............................] - ETA: 6:10 - loss: 436.7407 - logits_profile_predictions_loss: 433.4282 - logcount_predictions_loss: 0.3248 3/2388 [..............................] - ETA: 6:08 - loss: 453.6785 - logits_profile_predictions_loss: 450.4985 - logcount_predictions_loss: 0.3118 4/2388 [..............................] - ETA: 6:08 - loss: 458.1244 - logits_profile_predictions_loss: 454.8716 - logcount_predictions_loss: 0.3189 5/2388 [..............................] - ETA: 6:08 - loss: 460.1901 - logits_profile_predictions_loss: 456.9670 - logcount_predictions_loss: 0.3160 6/2388 [..............................] - ETA: 6:08 - loss: 463.7292 - logits_profile_predictions_loss: 460.4853 - logcount_predictions_loss: 0.3180 7/2388 [..............................] - ETA: 6:08 - loss: 464.6196 - logits_profile_predictions_loss: 461.3648 - logcount_predictions_loss: 0.3191 8/2388 [..............................] - ETA: 6:08 - loss: 465.1564 - logits_profile_predictions_loss: 461.8950 - logcount_predictions_loss: 0.3197 9/2388 [..............................] - ETA: 6:08 - loss: 465.5198 - logits_profile_predictions_loss: 462.2399 - logcount_predictions_loss: 0.3216 10/2388 [..............................] - ETA: 6:07 - loss: 467.2351 - 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[..............................] - ETA: 6:07 - loss: 469.8512 - logits_profile_predictions_loss: 466.5225 - logcount_predictions_loss: 0.3263 18/2388 [..............................] - ETA: 6:07 - loss: 469.7301 - logits_profile_predictions_loss: 466.4004 - logcount_predictions_loss: 0.3264 19/2388 [..............................] - ETA: 6:07 - loss: 469.6842 - logits_profile_predictions_loss: 466.3560 - logcount_predictions_loss: 0.3263 20/2388 [..............................] - ETA: 6:06 - loss: 469.5223 - logits_profile_predictions_loss: 466.1952 - logcount_predictions_loss: 0.3262 21/2388 [..............................] - ETA: 6:06 - loss: 469.3853 - logits_profile_predictions_loss: 466.0567 - logcount_predictions_loss: 0.3263 22/2388 [..............................] - ETA: 6:06 - loss: 469.2465 - logits_profile_predictions_loss: 465.9182 - logcount_predictions_loss: 0.3263 23/2388 [..............................] - ETA: 6:06 - loss: 469.2647 - logits_profile_predictions_loss: 465.9348 - logcount_predictions_loss: 0.3265 24/2388 [..............................] - ETA: 6:06 - loss: 469.2592 - logits_profile_predictions_loss: 465.9277 - logcount_predictions_loss: 0.3266 25/2388 [..............................] - ETA: 6:06 - loss: 469.2711 - logits_profile_predictions_loss: 465.9395 - logcount_predictions_loss: 0.3266 26/2388 [..............................] - ETA: 6:05 - loss: 469.2846 - logits_profile_predictions_loss: 465.9527 - logcount_predictions_loss: 0.3267 27/2388 [..............................] - ETA: 6:05 - loss: 469.2692 - logits_profile_predictions_loss: 465.9360 - logcount_predictions_loss: 0.3268 28/2388 [..............................] - ETA: 6:05 - loss: 469.2350 - logits_profile_predictions_loss: 465.9012 - logcount_predictions_loss: 0.3268 29/2388 [..............................] - ETA: 6:05 - loss: 469.2385 - logits_profile_predictions_loss: 465.9052 - logcount_predictions_loss: 0.3268 30/2388 [..............................] - ETA: 6:05 - 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37/2388 [..............................] - ETA: 6:04 - loss: 471.0245 - logits_profile_predictions_loss: 467.6834 - logcount_predictions_loss: 0.3276 38/2388 [..............................] - ETA: 6:04 - loss: 471.2565 - logits_profile_predictions_loss: 467.9146 - logcount_predictions_loss: 0.3276 39/2388 [..............................] - ETA: 6:04 - loss: 471.4951 - logits_profile_predictions_loss: 468.1522 - logcount_predictions_loss: 0.3277 40/2388 [..............................] - ETA: 6:03 - loss: 471.8000 - logits_profile_predictions_loss: 468.4555 - logcount_predictions_loss: 0.3279 41/2388 [..............................] - ETA: 6:03 - loss: 472.1223 - logits_profile_predictions_loss: 468.7759 - logcount_predictions_loss: 0.3281 42/2388 [..............................] - ETA: 6:03 - loss: 472.4241 - logits_profile_predictions_loss: 469.0759 - logcount_predictions_loss: 0.3283 43/2388 [..............................] - ETA: 6:03 - loss: 472.6577 - 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[..............................] - ETA: 6:02 - loss: 473.6105 - logits_profile_predictions_loss: 470.2524 - logcount_predictions_loss: 0.3292 51/2388 [..............................] - ETA: 6:02 - loss: 473.6944 - logits_profile_predictions_loss: 470.3354 - logcount_predictions_loss: 0.3293 52/2388 [..............................] - ETA: 6:02 - loss: 473.7698 - logits_profile_predictions_loss: 470.4102 - logcount_predictions_loss: 0.3294 53/2388 [..............................] - ETA: 6:02 - loss: 473.8389 - logits_profile_predictions_loss: 470.4791 - logcount_predictions_loss: 0.3294 54/2388 [..............................] - ETA: 6:02 - loss: 473.9443 - logits_profile_predictions_loss: 470.5835 - logcount_predictions_loss: 0.3295 55/2388 [..............................] - ETA: 6:02 - loss: 474.0515 - logits_profile_predictions_loss: 470.6898 - logcount_predictions_loss: 0.3296 56/2388 [..............................] - ETA: 6:01 - loss: 474.1379 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 5:13 - loss: 484.1136 - logits_profile_predictions_loss: 480.7771 - logcount_predictions_loss: 0.3271 377/2388 [===>..........................] - ETA: 5:13 - loss: 484.1303 - logits_profile_predictions_loss: 480.7939 - logcount_predictions_loss: 0.3271 378/2388 [===>..........................] - ETA: 5:13 - loss: 484.1467 - logits_profile_predictions_loss: 480.8104 - logcount_predictions_loss: 0.3271 379/2388 [===>..........................] - ETA: 5:12 - loss: 484.1627 - logits_profile_predictions_loss: 480.8266 - logcount_predictions_loss: 0.3271 380/2388 [===>..........................] - ETA: 5:12 - loss: 484.1783 - logits_profile_predictions_loss: 480.8424 - logcount_predictions_loss: 0.3271 381/2388 [===>..........................] - ETA: 5:12 - loss: 484.1936 - logits_profile_predictions_loss: 480.8578 - logcount_predictions_loss: 0.3270 382/2388 [===>..........................] - ETA: 5:12 - loss: 484.2084 - logits_profile_predictions_loss: 480.8728 - logcount_predictions_loss: 0.3270 383/2388 [===>..........................] - ETA: 5:12 - loss: 484.2232 - logits_profile_predictions_loss: 480.8877 - logcount_predictions_loss: 0.3270 384/2388 [===>..........................] - ETA: 5:12 - loss: 484.2378 - logits_profile_predictions_loss: 480.9025 - logcount_predictions_loss: 0.3270 385/2388 [===>..........................] - ETA: 5:12 - loss: 484.2515 - logits_profile_predictions_loss: 480.9163 - logcount_predictions_loss: 0.3270 386/2388 [===>..........................] - ETA: 5:11 - loss: 484.2652 - logits_profile_predictions_loss: 480.9302 - logcount_predictions_loss: 0.3270 387/2388 [===>..........................] - ETA: 5:11 - loss: 484.2791 - logits_profile_predictions_loss: 480.9443 - logcount_predictions_loss: 0.3270 388/2388 [===>..........................] - ETA: 5:11 - loss: 484.2931 - logits_profile_predictions_loss: 480.9584 - logcount_predictions_loss: 0.3269 389/2388 [===>..........................] - ETA: 5:11 - loss: 484.3071 - logits_profile_predictions_loss: 480.9725 - logcount_predictions_loss: 0.3269 390/2388 [===>..........................] - ETA: 5:11 - loss: 484.3204 - logits_profile_predictions_loss: 480.9860 - logcount_predictions_loss: 0.3269 391/2388 [===>..........................] - ETA: 5:11 - loss: 484.3337 - logits_profile_predictions_loss: 480.9993 - logcount_predictions_loss: 0.3269 392/2388 [===>..........................] - ETA: 5:10 - loss: 484.3464 - logits_profile_predictions_loss: 481.0121 - logcount_predictions_loss: 0.3269 393/2388 [===>..........................] - ETA: 5:10 - loss: 484.3589 - logits_profile_predictions_loss: 481.0248 - logcount_predictions_loss: 0.3269 394/2388 [===>..........................] - ETA: 5:10 - loss: 484.3718 - logits_profile_predictions_loss: 481.0378 - logcount_predictions_loss: 0.3269 395/2388 [===>..........................] - ETA: 5:10 - loss: 484.3846 - 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[====>.........................] - ETA: 5:09 - loss: 484.4705 - logits_profile_predictions_loss: 481.1375 - logcount_predictions_loss: 0.3268 403/2388 [====>.........................] - ETA: 5:09 - loss: 484.4819 - logits_profile_predictions_loss: 481.1491 - logcount_predictions_loss: 0.3268 404/2388 [====>.........................] - ETA: 5:09 - loss: 484.4929 - logits_profile_predictions_loss: 481.1602 - logcount_predictions_loss: 0.3267 405/2388 [====>.........................] - ETA: 5:08 - loss: 484.5038 - logits_profile_predictions_loss: 481.1713 - logcount_predictions_loss: 0.3267 406/2388 [====>.........................] - ETA: 5:08 - loss: 484.5148 - logits_profile_predictions_loss: 481.1825 - logcount_predictions_loss: 0.3267 407/2388 [====>.........................] - ETA: 5:08 - loss: 484.5261 - logits_profile_predictions_loss: 481.1938 - logcount_predictions_loss: 0.3267 408/2388 [====>.........................] - ETA: 5:08 - loss: 484.5375 - 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[====>.........................] - ETA: 5:07 - loss: 484.6141 - logits_profile_predictions_loss: 481.2829 - logcount_predictions_loss: 0.3266 416/2388 [====>.........................] - ETA: 5:07 - loss: 484.6246 - logits_profile_predictions_loss: 481.2935 - logcount_predictions_loss: 0.3266 417/2388 [====>.........................] - ETA: 5:07 - loss: 484.6348 - logits_profile_predictions_loss: 481.3039 - logcount_predictions_loss: 0.3266 418/2388 [====>.........................] - ETA: 5:06 - loss: 484.6448 - logits_profile_predictions_loss: 481.3139 - logcount_predictions_loss: 0.3266 419/2388 [====>.........................] - ETA: 5:06 - loss: 484.6546 - logits_profile_predictions_loss: 481.3238 - logcount_predictions_loss: 0.3266 420/2388 [====>.........................] - ETA: 5:06 - loss: 484.6642 - logits_profile_predictions_loss: 481.3336 - logcount_predictions_loss: 0.3265 421/2388 [====>.........................] - ETA: 5:06 - loss: 484.6736 - 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[====>.........................] - ETA: 5:05 - loss: 484.7349 - logits_profile_predictions_loss: 481.4052 - logcount_predictions_loss: 0.3264 429/2388 [====>.........................] - ETA: 5:05 - loss: 484.7439 - logits_profile_predictions_loss: 481.4144 - logcount_predictions_loss: 0.3264 430/2388 [====>.........................] - ETA: 5:05 - loss: 484.7528 - logits_profile_predictions_loss: 481.4233 - logcount_predictions_loss: 0.3264 431/2388 [====>.........................] - ETA: 5:04 - loss: 484.7619 - logits_profile_predictions_loss: 481.4325 - logcount_predictions_loss: 0.3264 432/2388 [====>.........................] - ETA: 5:04 - loss: 484.7709 - logits_profile_predictions_loss: 481.4416 - logcount_predictions_loss: 0.3264 433/2388 [====>.........................] - ETA: 5:04 - loss: 484.7798 - logits_profile_predictions_loss: 481.4507 - logcount_predictions_loss: 0.3264 434/2388 [====>.........................] - ETA: 5:04 - loss: 484.7887 - 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[====>.........................] - ETA: 5:03 - loss: 484.8464 - logits_profile_predictions_loss: 481.5180 - logcount_predictions_loss: 0.3263 442/2388 [====>.........................] - ETA: 5:03 - loss: 484.8545 - logits_profile_predictions_loss: 481.5262 - logcount_predictions_loss: 0.3263 443/2388 [====>.........................] - ETA: 5:03 - loss: 484.8630 - logits_profile_predictions_loss: 481.5348 - logcount_predictions_loss: 0.3263 444/2388 [====>.........................] - ETA: 5:02 - loss: 484.8714 - logits_profile_predictions_loss: 481.5433 - logcount_predictions_loss: 0.3263 445/2388 [====>.........................] - ETA: 5:02 - loss: 484.8795 - logits_profile_predictions_loss: 481.5514 - logcount_predictions_loss: 0.3263 446/2388 [====>.........................] - ETA: 5:02 - loss: 484.8875 - logits_profile_predictions_loss: 481.5596 - logcount_predictions_loss: 0.3263 447/2388 [====>.........................] - ETA: 5:02 - loss: 484.8957 - 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[============================>.] - ETA: 4s - loss: 487.3071 - logits_profile_predictions_loss: 484.0020 - logcount_predictions_loss: 0.3240 2360/2388 [============================>.] - ETA: 4s - loss: 487.3072 - logits_profile_predictions_loss: 484.0020 - logcount_predictions_loss: 0.3240 2361/2388 [============================>.] - ETA: 4s - loss: 487.3072 - logits_profile_predictions_loss: 484.0020 - logcount_predictions_loss: 0.3240 2362/2388 [============================>.] - ETA: 4s - loss: 487.3072 - logits_profile_predictions_loss: 484.0021 - logcount_predictions_loss: 0.3240 2363/2388 [============================>.] - ETA: 3s - loss: 487.3072 - logits_profile_predictions_loss: 484.0021 - logcount_predictions_loss: 0.3240 2364/2388 [============================>.] - ETA: 3s - loss: 487.3072 - logits_profile_predictions_loss: 484.0021 - logcount_predictions_loss: 0.3240 2365/2388 [============================>.] - ETA: 3s - loss: 487.3072 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 484.0019 - logcount_predictions_loss: 0.3240 2386/2388 [============================>.] - ETA: 0s - loss: 487.3069 - logits_profile_predictions_loss: 484.0019 - logcount_predictions_loss: 0.3240 2387/2388 [============================>.] - ETA: 0s - loss: 487.3069 - logits_profile_predictions_loss: 484.0019 - logcount_predictions_loss: 0.3240 2388/2388 [==============================] - ETA: 0s - loss: 487.3069 - logits_profile_predictions_loss: 484.0019 - logcount_predictions_loss: 0.3240 2388/2388 [==============================] - 396s 166ms/step - loss: 487.3069 - logits_profile_predictions_loss: 484.0018 - logcount_predictions_loss: 0.3240 - val_loss: 618.4670 - val_logits_profile_predictions_loss: 614.4908 - val_logcount_predictions_loss: 0.3898 Epoch 00012: val_loss did not improve from 613.70892 Epoch 13/50 1/2388 [..............................] - ETA: 8:35 - loss: 453.9224 - logits_profile_predictions_loss: 450.8892 - logcount_predictions_loss: 0.2974 2/2388 [..............................] - ETA: 6:09 - loss: 469.7220 - logits_profile_predictions_loss: 466.8940 - logcount_predictions_loss: 0.2773 3/2388 [..............................] - ETA: 6:09 - loss: 480.5605 - logits_profile_predictions_loss: 477.7115 - logcount_predictions_loss: 0.2793 4/2388 [..............................] - ETA: 6:08 - loss: 492.3989 - logits_profile_predictions_loss: 489.5577 - logcount_predictions_loss: 0.2786 5/2388 [..............................] - ETA: 6:09 - loss: 495.3490 - logits_profile_predictions_loss: 492.4842 - logcount_predictions_loss: 0.2809 6/2388 [..............................] - ETA: 6:09 - loss: 495.8333 - logits_profile_predictions_loss: 492.9335 - logcount_predictions_loss: 0.2843 7/2388 [..............................] - ETA: 6:09 - loss: 495.5820 - logits_profile_predictions_loss: 492.6442 - logcount_predictions_loss: 0.2880 8/2388 [..............................] - ETA: 6:09 - loss: 495.2556 - 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[..............................] - ETA: 6:08 - loss: 490.6935 - logits_profile_predictions_loss: 487.6780 - logcount_predictions_loss: 0.2956 16/2388 [..............................] - ETA: 6:07 - loss: 490.7942 - logits_profile_predictions_loss: 487.7707 - logcount_predictions_loss: 0.2964 17/2388 [..............................] - ETA: 6:07 - loss: 490.6531 - logits_profile_predictions_loss: 487.6234 - logcount_predictions_loss: 0.2970 18/2388 [..............................] - ETA: 6:07 - loss: 490.6914 - logits_profile_predictions_loss: 487.6590 - logcount_predictions_loss: 0.2973 19/2388 [..............................] - ETA: 6:07 - loss: 490.5716 - logits_profile_predictions_loss: 487.5346 - logcount_predictions_loss: 0.2977 20/2388 [..............................] - ETA: 6:07 - loss: 490.5392 - logits_profile_predictions_loss: 487.4970 - logcount_predictions_loss: 0.2983 21/2388 [..............................] - ETA: 6:07 - loss: 490.4695 - logits_profile_predictions_loss: 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620.1385 - val_logits_profile_predictions_loss: 616.1228 - val_logcount_predictions_loss: 0.3937 Epoch 00013: val_loss did not improve from 613.70892 Epoch 14/50 1/2388 [..............................] - ETA: 9:18 - loss: 455.0809 - logits_profile_predictions_loss: 452.5648 - logcount_predictions_loss: 0.2467 2/2388 [..............................] - ETA: 6:15 - loss: 454.2179 - logits_profile_predictions_loss: 451.4958 - logcount_predictions_loss: 0.2669 3/2388 [..............................] - ETA: 6:12 - loss: 457.6543 - logits_profile_predictions_loss: 454.8484 - logcount_predictions_loss: 0.2751 4/2388 [..............................] - ETA: 6:11 - loss: 465.5466 - logits_profile_predictions_loss: 462.6320 - logcount_predictions_loss: 0.2857 5/2388 [..............................] - ETA: 6:10 - loss: 475.1883 - logits_profile_predictions_loss: 472.2266 - logcount_predictions_loss: 0.2904 6/2388 [..............................] - ETA: 6:10 - loss: 482.1382 - logits_profile_predictions_loss: 479.1013 - logcount_predictions_loss: 0.2977 7/2388 [..............................] - ETA: 6:09 - loss: 486.1941 - logits_profile_predictions_loss: 483.1033 - logcount_predictions_loss: 0.3030 8/2388 [..............................] - ETA: 6:09 - loss: 489.2504 - logits_profile_predictions_loss: 486.1116 - logcount_predictions_loss: 0.3077 9/2388 [..............................] - ETA: 6:10 - loss: 491.2686 - logits_profile_predictions_loss: 488.1111 - logcount_predictions_loss: 0.3096 10/2388 [..............................] - ETA: 6:09 - loss: 492.1322 - logits_profile_predictions_loss: 488.9673 - logcount_predictions_loss: 0.3103 11/2388 [..............................] - ETA: 6:09 - loss: 492.5584 - logits_profile_predictions_loss: 489.3839 - logcount_predictions_loss: 0.3112 12/2388 [..............................] - ETA: 6:09 - loss: 493.0889 - logits_profile_predictions_loss: 489.9092 - logcount_predictions_loss: 0.3117 13/2388 [..............................] - ETA: 6:08 - loss: 493.1651 - logits_profile_predictions_loss: 489.9850 - logcount_predictions_loss: 0.3118 14/2388 [..............................] - ETA: 6:08 - loss: 493.3374 - logits_profile_predictions_loss: 490.1589 - logcount_predictions_loss: 0.3116 15/2388 [..............................] - ETA: 6:08 - loss: 493.4234 - logits_profile_predictions_loss: 490.2455 - logcount_predictions_loss: 0.3116 16/2388 [..............................] - ETA: 6:08 - loss: 493.4492 - logits_profile_predictions_loss: 490.2765 - logcount_predictions_loss: 0.3111 17/2388 [..............................] - ETA: 6:08 - loss: 493.3366 - logits_profile_predictions_loss: 490.1663 - logcount_predictions_loss: 0.3108 18/2388 [..............................] - ETA: 6:08 - loss: 493.0911 - logits_profile_predictions_loss: 489.9219 - logcount_predictions_loss: 0.3107 19/2388 [..............................] - ETA: 6:07 - loss: 492.9174 - logits_profile_predictions_loss: 489.7477 - logcount_predictions_loss: 0.3108 20/2388 [..............................] - ETA: 6:07 - loss: 492.7885 - logits_profile_predictions_loss: 489.6189 - logcount_predictions_loss: 0.3107 21/2388 [..............................] - ETA: 6:07 - loss: 492.3803 - logits_profile_predictions_loss: 489.2139 - logcount_predictions_loss: 0.3104 22/2388 [..............................] - ETA: 6:07 - loss: 492.0406 - logits_profile_predictions_loss: 488.8771 - logcount_predictions_loss: 0.3102 23/2388 [..............................] - ETA: 6:07 - loss: 491.6533 - logits_profile_predictions_loss: 488.4932 - logcount_predictions_loss: 0.3098 24/2388 [..............................] - ETA: 6:07 - loss: 491.4037 - logits_profile_predictions_loss: 488.2452 - logcount_predictions_loss: 0.3097 25/2388 [..............................] - ETA: 6:07 - loss: 491.2135 - logits_profile_predictions_loss: 488.0582 - logcount_predictions_loss: 0.3093 26/2388 [..............................] - ETA: 6:07 - loss: 491.1690 - logits_profile_predictions_loss: 488.0160 - logcount_predictions_loss: 0.3091 27/2388 [..............................] - ETA: 6:07 - loss: 491.1924 - logits_profile_predictions_loss: 488.0435 - logcount_predictions_loss: 0.3087 28/2388 [..............................] - ETA: 6:06 - loss: 491.2650 - logits_profile_predictions_loss: 488.1206 - logcount_predictions_loss: 0.3083 29/2388 [..............................] - ETA: 6:06 - loss: 491.3669 - logits_profile_predictions_loss: 488.2266 - logcount_predictions_loss: 0.3079 30/2388 [..............................] - ETA: 6:06 - loss: 491.4854 - logits_profile_predictions_loss: 488.3493 - logcount_predictions_loss: 0.3075 31/2388 [..............................] - ETA: 6:06 - loss: 491.5047 - logits_profile_predictions_loss: 488.3734 - logcount_predictions_loss: 0.3070 32/2388 [..............................] - ETA: 6:06 - loss: 491.5313 - logits_profile_predictions_loss: 488.4047 - logcount_predictions_loss: 0.3065 33/2388 [..............................] - ETA: 6:06 - loss: 491.5751 - logits_profile_predictions_loss: 488.4525 - logcount_predictions_loss: 0.3061 34/2388 [..............................] - ETA: 6:05 - loss: 491.5183 - logits_profile_predictions_loss: 488.4005 - logcount_predictions_loss: 0.3057 35/2388 [..............................] - ETA: 6:05 - loss: 491.4861 - logits_profile_predictions_loss: 488.3731 - logcount_predictions_loss: 0.3052 36/2388 [..............................] - ETA: 6:05 - loss: 491.4113 - logits_profile_predictions_loss: 488.3013 - logcount_predictions_loss: 0.3049 37/2388 [..............................] - ETA: 6:05 - loss: 491.3013 - logits_profile_predictions_loss: 488.1940 - logcount_predictions_loss: 0.3046 38/2388 [..............................] - ETA: 6:05 - loss: 491.1694 - logits_profile_predictions_loss: 488.0654 - logcount_predictions_loss: 0.3043 39/2388 [..............................] - ETA: 6:05 - loss: 491.0461 - logits_profile_predictions_loss: 487.9449 - logcount_predictions_loss: 0.3040 40/2388 [..............................] - ETA: 6:05 - loss: 490.9034 - logits_profile_predictions_loss: 487.8053 - logcount_predictions_loss: 0.3037 41/2388 [..............................] - ETA: 6:04 - loss: 490.7170 - logits_profile_predictions_loss: 487.6220 - logcount_predictions_loss: 0.3034 42/2388 [..............................] - ETA: 6:04 - loss: 490.5339 - logits_profile_predictions_loss: 487.4425 - logcount_predictions_loss: 0.3031 43/2388 [..............................] - ETA: 6:04 - loss: 490.3877 - logits_profile_predictions_loss: 487.3000 - logcount_predictions_loss: 0.3027 44/2388 [..............................] - ETA: 6:04 - loss: 490.2292 - logits_profile_predictions_loss: 487.1449 - logcount_predictions_loss: 0.3024 45/2388 [..............................] - ETA: 6:04 - loss: 490.0810 - logits_profile_predictions_loss: 487.0004 - logcount_predictions_loss: 0.3020 46/2388 [..............................] - ETA: 6:04 - loss: 489.9825 - logits_profile_predictions_loss: 486.9051 - logcount_predictions_loss: 0.3017 47/2388 [..............................] - ETA: 6:04 - loss: 489.9006 - logits_profile_predictions_loss: 486.8257 - logcount_predictions_loss: 0.3015 48/2388 [..............................] - ETA: 6:03 - loss: 489.8024 - logits_profile_predictions_loss: 486.7301 - logcount_predictions_loss: 0.3012 49/2388 [..............................] - ETA: 6:03 - loss: 489.7060 - logits_profile_predictions_loss: 486.6361 - logcount_predictions_loss: 0.3010 50/2388 [..............................] - ETA: 6:03 - loss: 489.6011 - logits_profile_predictions_loss: 486.5335 - logcount_predictions_loss: 0.3007 51/2388 [..............................] - ETA: 6:03 - loss: 489.5259 - logits_profile_predictions_loss: 486.4599 - logcount_predictions_loss: 0.3006 52/2388 [..............................] - ETA: 6:03 - loss: 489.4308 - logits_profile_predictions_loss: 486.3664 - logcount_predictions_loss: 0.3004 53/2388 [..............................] - ETA: 6:03 - loss: 489.3243 - logits_profile_predictions_loss: 486.2618 - logcount_predictions_loss: 0.3002 54/2388 [..............................] - ETA: 6:03 - loss: 489.2195 - logits_profile_predictions_loss: 486.1586 - logcount_predictions_loss: 0.3001 55/2388 [..............................] - ETA: 6:02 - loss: 489.1396 - logits_profile_predictions_loss: 486.0806 - logcount_predictions_loss: 0.2999 56/2388 [..............................] - ETA: 6:02 - loss: 489.0579 - logits_profile_predictions_loss: 486.0006 - logcount_predictions_loss: 0.2997 57/2388 [..............................] - ETA: 6:02 - loss: 489.0009 - logits_profile_predictions_loss: 485.9454 - logcount_predictions_loss: 0.2996 58/2388 [..............................] - ETA: 6:02 - loss: 488.9184 - logits_profile_predictions_loss: 485.8648 - logcount_predictions_loss: 0.2994 59/2388 [..............................] - ETA: 6:02 - loss: 488.8385 - logits_profile_predictions_loss: 485.7868 - logcount_predictions_loss: 0.2992 60/2388 [..............................] - ETA: 6:02 - loss: 488.7647 - logits_profile_predictions_loss: 485.7148 - logcount_predictions_loss: 0.2990 61/2388 [..............................] - ETA: 6:01 - loss: 488.6772 - logits_profile_predictions_loss: 485.6282 - logcount_predictions_loss: 0.2989 62/2388 [..............................] - ETA: 6:01 - loss: 488.5801 - logits_profile_predictions_loss: 485.5324 - logcount_predictions_loss: 0.2988 63/2388 [..............................] - ETA: 6:01 - loss: 488.4967 - logits_profile_predictions_loss: 485.4500 - logcount_predictions_loss: 0.2987 64/2388 [..............................] - ETA: 6:01 - loss: 488.4243 - logits_profile_predictions_loss: 485.3785 - logcount_predictions_loss: 0.2986 65/2388 [..............................] - ETA: 6:01 - loss: 488.3826 - logits_profile_predictions_loss: 485.3378 - logcount_predictions_loss: 0.2985 66/2388 [..............................] - ETA: 6:01 - loss: 488.3483 - logits_profile_predictions_loss: 485.3044 - logcount_predictions_loss: 0.2984 67/2388 [..............................] - ETA: 6:01 - loss: 488.3072 - logits_profile_predictions_loss: 485.2643 - logcount_predictions_loss: 0.2983 68/2388 [..............................] - ETA: 6:01 - loss: 488.2750 - logits_profile_predictions_loss: 485.2329 - logcount_predictions_loss: 0.2982 69/2388 [..............................] - ETA: 6:00 - loss: 488.2346 - logits_profile_predictions_loss: 485.1933 - logcount_predictions_loss: 0.2982 70/2388 [..............................] - ETA: 6:00 - loss: 488.1927 - logits_profile_predictions_loss: 485.1522 - logcount_predictions_loss: 0.2981 71/2388 [..............................] - ETA: 6:00 - loss: 488.1606 - logits_profile_predictions_loss: 485.1209 - logcount_predictions_loss: 0.2980 72/2388 [..............................] - ETA: 6:00 - loss: 488.1307 - logits_profile_predictions_loss: 485.0914 - logcount_predictions_loss: 0.2980 73/2388 [..............................] - ETA: 6:00 - loss: 488.1116 - logits_profile_predictions_loss: 485.0725 - logcount_predictions_loss: 0.2979 74/2388 [..............................] - ETA: 6:00 - loss: 488.0956 - logits_profile_predictions_loss: 485.0567 - logcount_predictions_loss: 0.2979 75/2388 [..............................] - ETA: 5:59 - loss: 488.0668 - logits_profile_predictions_loss: 485.0280 - logcount_predictions_loss: 0.2979 76/2388 [..............................] - ETA: 5:59 - loss: 488.0407 - logits_profile_predictions_loss: 485.0019 - logcount_predictions_loss: 0.2979 77/2388 [..............................] - ETA: 5:59 - loss: 488.0214 - logits_profile_predictions_loss: 484.9828 - logcount_predictions_loss: 0.2979 78/2388 [..............................] - ETA: 5:59 - loss: 487.9818 - logits_profile_predictions_loss: 484.9433 - logcount_predictions_loss: 0.2979 79/2388 [..............................] - ETA: 5:59 - loss: 487.9396 - logits_profile_predictions_loss: 484.9013 - logcount_predictions_loss: 0.2979 80/2388 [>.............................] - ETA: 5:59 - loss: 487.8985 - logits_profile_predictions_loss: 484.8604 - logcount_predictions_loss: 0.2978 81/2388 [>.............................] - ETA: 5:58 - loss: 487.8728 - logits_profile_predictions_loss: 484.8351 - logcount_predictions_loss: 0.2978 82/2388 [>.............................] - ETA: 5:58 - loss: 487.8527 - logits_profile_predictions_loss: 484.8154 - logcount_predictions_loss: 0.2978 83/2388 [>.............................] - ETA: 5:58 - loss: 487.8433 - logits_profile_predictions_loss: 484.8065 - logcount_predictions_loss: 0.2977 84/2388 [>.............................] - ETA: 5:58 - loss: 487.8259 - logits_profile_predictions_loss: 484.7893 - logcount_predictions_loss: 0.2977 85/2388 [>.............................] - ETA: 5:58 - loss: 487.8173 - logits_profile_predictions_loss: 484.7808 - logcount_predictions_loss: 0.2977 86/2388 [>.............................] - ETA: 5:58 - loss: 487.8064 - logits_profile_predictions_loss: 484.7703 - logcount_predictions_loss: 0.2977 87/2388 [>.............................] - ETA: 5:57 - loss: 487.7987 - logits_profile_predictions_loss: 484.7630 - logcount_predictions_loss: 0.2976 88/2388 [>.............................] - ETA: 5:57 - loss: 487.7938 - logits_profile_predictions_loss: 484.7585 - logcount_predictions_loss: 0.2976 89/2388 [>.............................] - ETA: 5:57 - loss: 487.7916 - logits_profile_predictions_loss: 484.7566 - logcount_predictions_loss: 0.2975 90/2388 [>.............................] - ETA: 5:57 - loss: 487.7875 - logits_profile_predictions_loss: 484.7532 - logcount_predictions_loss: 0.2975 91/2388 [>.............................] - ETA: 5:57 - loss: 487.7832 - logits_profile_predictions_loss: 484.7494 - logcount_predictions_loss: 0.2974 92/2388 [>.............................] - ETA: 5:57 - loss: 487.7759 - logits_profile_predictions_loss: 484.7428 - logcount_predictions_loss: 0.2974 93/2388 [>.............................] - ETA: 5:57 - loss: 487.7604 - logits_profile_predictions_loss: 484.7278 - logcount_predictions_loss: 0.2973 94/2388 [>.............................] - ETA: 5:56 - loss: 487.7447 - logits_profile_predictions_loss: 484.7125 - logcount_predictions_loss: 0.2973 95/2388 [>.............................] - ETA: 5:56 - loss: 487.7392 - logits_profile_predictions_loss: 484.7075 - logcount_predictions_loss: 0.2972 96/2388 [>.............................] - ETA: 5:56 - loss: 487.7333 - logits_profile_predictions_loss: 484.7021 - logcount_predictions_loss: 0.2972 97/2388 [>.............................] - ETA: 5:56 - loss: 487.7352 - logits_profile_predictions_loss: 484.7046 - logcount_predictions_loss: 0.2971 98/2388 [>.............................] - ETA: 5:56 - loss: 487.7436 - logits_profile_predictions_loss: 484.7135 - logcount_predictions_loss: 0.2971 99/2388 [>.............................] - ETA: 5:56 - loss: 487.7512 - logits_profile_predictions_loss: 484.7217 - logcount_predictions_loss: 0.2970 100/2388 [>.............................] - ETA: 5:55 - loss: 487.7518 - logits_profile_predictions_loss: 484.7230 - logcount_predictions_loss: 0.2969 101/2388 [>.............................] - ETA: 5:55 - loss: 487.7623 - logits_profile_predictions_loss: 484.7341 - logcount_predictions_loss: 0.2969 102/2388 [>.............................] - ETA: 5:55 - loss: 487.7727 - logits_profile_predictions_loss: 484.7450 - logcount_predictions_loss: 0.2968 103/2388 [>.............................] - ETA: 5:55 - loss: 487.7865 - logits_profile_predictions_loss: 484.7593 - logcount_predictions_loss: 0.2968 104/2388 [>.............................] - ETA: 5:55 - loss: 487.8034 - logits_profile_predictions_loss: 484.7766 - logcount_predictions_loss: 0.2967 105/2388 [>.............................] - ETA: 5:55 - loss: 487.8223 - logits_profile_predictions_loss: 484.7959 - logcount_predictions_loss: 0.2967 106/2388 [>.............................] - ETA: 5:54 - loss: 487.8364 - logits_profile_predictions_loss: 484.8105 - logcount_predictions_loss: 0.2967 107/2388 [>.............................] - ETA: 5:54 - loss: 487.8525 - logits_profile_predictions_loss: 484.8271 - logcount_predictions_loss: 0.2966 108/2388 [>.............................] - ETA: 5:54 - loss: 487.8644 - logits_profile_predictions_loss: 484.8395 - logcount_predictions_loss: 0.2966 109/2388 [>.............................] - ETA: 5:54 - loss: 487.8731 - logits_profile_predictions_loss: 484.8486 - logcount_predictions_loss: 0.2965 110/2388 [>.............................] - ETA: 5:54 - loss: 487.8837 - logits_profile_predictions_loss: 484.8596 - logcount_predictions_loss: 0.2965 111/2388 [>.............................] - ETA: 5:54 - loss: 487.8929 - logits_profile_predictions_loss: 484.8693 - logcount_predictions_loss: 0.2964 112/2388 [>.............................] - ETA: 5:54 - loss: 487.9015 - logits_profile_predictions_loss: 484.8782 - logcount_predictions_loss: 0.2964 113/2388 [>.............................] - ETA: 5:53 - loss: 487.9115 - logits_profile_predictions_loss: 484.8885 - logcount_predictions_loss: 0.2964 114/2388 [>.............................] - ETA: 5:53 - loss: 487.9272 - logits_profile_predictions_loss: 484.9046 - logcount_predictions_loss: 0.2963 115/2388 [>.............................] - ETA: 5:53 - loss: 487.9394 - logits_profile_predictions_loss: 484.9170 - logcount_predictions_loss: 0.2963 116/2388 [>.............................] - ETA: 5:53 - loss: 487.9559 - logits_profile_predictions_loss: 484.9337 - logcount_predictions_loss: 0.2963 117/2388 [>.............................] - ETA: 5:53 - loss: 487.9712 - logits_profile_predictions_loss: 484.9492 - logcount_predictions_loss: 0.2963 118/2388 [>.............................] - ETA: 5:53 - loss: 487.9886 - logits_profile_predictions_loss: 484.9669 - logcount_predictions_loss: 0.2962 119/2388 [>.............................] - ETA: 5:52 - loss: 488.0061 - logits_profile_predictions_loss: 484.9845 - logcount_predictions_loss: 0.2962 120/2388 [>.............................] - ETA: 5:52 - loss: 488.0255 - logits_profile_predictions_loss: 485.0042 - logcount_predictions_loss: 0.2962 121/2388 [>.............................] - ETA: 5:52 - loss: 488.0509 - logits_profile_predictions_loss: 485.0299 - logcount_predictions_loss: 0.2962 122/2388 [>.............................] - ETA: 5:52 - loss: 488.0798 - logits_profile_predictions_loss: 485.0591 - logcount_predictions_loss: 0.2961 123/2388 [>.............................] - ETA: 5:52 - loss: 488.1068 - logits_profile_predictions_loss: 485.0863 - logcount_predictions_loss: 0.2961 124/2388 [>.............................] - ETA: 5:52 - loss: 488.1310 - logits_profile_predictions_loss: 485.1108 - logcount_predictions_loss: 0.2961 125/2388 [>.............................] - ETA: 5:52 - loss: 488.1524 - logits_profile_predictions_loss: 485.1322 - logcount_predictions_loss: 0.2961 126/2388 [>.............................] - ETA: 5:51 - loss: 488.1811 - logits_profile_predictions_loss: 485.1610 - logcount_predictions_loss: 0.2961 127/2388 [>.............................] - ETA: 5:51 - loss: 488.2078 - logits_profile_predictions_loss: 485.1878 - logcount_predictions_loss: 0.2961 128/2388 [>.............................] - ETA: 5:51 - loss: 488.2318 - logits_profile_predictions_loss: 485.2119 - logcount_predictions_loss: 0.2961 129/2388 [>.............................] - ETA: 5:51 - loss: 488.2547 - logits_profile_predictions_loss: 485.2349 - logcount_predictions_loss: 0.2961 130/2388 [>.............................] - ETA: 5:51 - loss: 488.2786 - logits_profile_predictions_loss: 485.2588 - logcount_predictions_loss: 0.2960 131/2388 [>.............................] - ETA: 5:51 - loss: 488.2991 - logits_profile_predictions_loss: 485.2796 - logcount_predictions_loss: 0.2960 132/2388 [>.............................] - ETA: 5:50 - loss: 488.3150 - logits_profile_predictions_loss: 485.2956 - logcount_predictions_loss: 0.2960 133/2388 [>.............................] - ETA: 5:50 - loss: 488.3277 - logits_profile_predictions_loss: 485.3085 - logcount_predictions_loss: 0.2960 134/2388 [>.............................] - ETA: 5:50 - loss: 488.3463 - logits_profile_predictions_loss: 485.3272 - logcount_predictions_loss: 0.2960 135/2388 [>.............................] - ETA: 5:50 - loss: 488.3637 - logits_profile_predictions_loss: 485.3448 - logcount_predictions_loss: 0.2960 136/2388 [>.............................] - ETA: 5:50 - loss: 488.3815 - logits_profile_predictions_loss: 485.3627 - logcount_predictions_loss: 0.2960 137/2388 [>.............................] - ETA: 5:50 - loss: 488.3962 - logits_profile_predictions_loss: 485.3776 - logcount_predictions_loss: 0.2959 138/2388 [>.............................] - ETA: 5:50 - loss: 488.4094 - logits_profile_predictions_loss: 485.3909 - logcount_predictions_loss: 0.2959 139/2388 [>.............................] - ETA: 5:49 - loss: 488.4216 - logits_profile_predictions_loss: 485.4033 - logcount_predictions_loss: 0.2959 140/2388 [>.............................] - ETA: 5:49 - loss: 488.4310 - logits_profile_predictions_loss: 485.4127 - logcount_predictions_loss: 0.2959 141/2388 [>.............................] - ETA: 5:49 - loss: 488.4413 - logits_profile_predictions_loss: 485.4230 - logcount_predictions_loss: 0.2959 142/2388 [>.............................] - ETA: 5:49 - loss: 488.4494 - logits_profile_predictions_loss: 485.4311 - logcount_predictions_loss: 0.2959 143/2388 [>.............................] - ETA: 5:49 - loss: 488.4561 - logits_profile_predictions_loss: 485.4379 - logcount_predictions_loss: 0.2959 144/2388 [>.............................] - ETA: 5:49 - loss: 488.4612 - logits_profile_predictions_loss: 485.4430 - logcount_predictions_loss: 0.2959 145/2388 [>.............................] - ETA: 5:48 - loss: 488.4614 - logits_profile_predictions_loss: 485.4431 - logcount_predictions_loss: 0.2959 146/2388 [>.............................] - ETA: 5:48 - loss: 488.4631 - logits_profile_predictions_loss: 485.4448 - logcount_predictions_loss: 0.2959 147/2388 [>.............................] - ETA: 5:48 - loss: 488.4633 - logits_profile_predictions_loss: 485.4451 - logcount_predictions_loss: 0.2959 148/2388 [>.............................] - ETA: 5:48 - loss: 488.4629 - logits_profile_predictions_loss: 485.4447 - logcount_predictions_loss: 0.2959 149/2388 [>.............................] - ETA: 5:48 - loss: 488.4615 - logits_profile_predictions_loss: 485.4433 - logcount_predictions_loss: 0.2959 150/2388 [>.............................] - ETA: 5:48 - loss: 488.4560 - logits_profile_predictions_loss: 485.4380 - logcount_predictions_loss: 0.2959 151/2388 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[====>.........................] - ETA: 5:10 - loss: 485.5420 - logits_profile_predictions_loss: 482.5159 - logcount_predictions_loss: 0.2967 399/2388 [====>.........................] - ETA: 5:10 - loss: 485.5334 - logits_profile_predictions_loss: 482.5073 - logcount_predictions_loss: 0.2967 400/2388 [====>.........................] - ETA: 5:09 - loss: 485.5244 - logits_profile_predictions_loss: 482.4983 - logcount_predictions_loss: 0.2967 401/2388 [====>.........................] - ETA: 5:09 - loss: 485.5162 - logits_profile_predictions_loss: 482.4900 - logcount_predictions_loss: 0.2967 402/2388 [====>.........................] - ETA: 5:09 - loss: 485.5081 - logits_profile_predictions_loss: 482.4819 - logcount_predictions_loss: 0.2967 403/2388 [====>.........................] - ETA: 5:09 - loss: 485.4999 - logits_profile_predictions_loss: 482.4737 - logcount_predictions_loss: 0.2967 404/2388 [====>.........................] - ETA: 5:09 - loss: 485.4917 - logits_profile_predictions_loss: 482.4655 - logcount_predictions_loss: 0.2967 405/2388 [====>.........................] - ETA: 5:09 - loss: 485.4836 - logits_profile_predictions_loss: 482.4575 - logcount_predictions_loss: 0.2967 406/2388 [====>.........................] - ETA: 5:09 - loss: 485.4757 - logits_profile_predictions_loss: 482.4495 - logcount_predictions_loss: 0.2967 407/2388 [====>.........................] - ETA: 5:08 - loss: 485.4678 - logits_profile_predictions_loss: 482.4416 - logcount_predictions_loss: 0.2967 408/2388 [====>.........................] - ETA: 5:08 - loss: 485.4595 - logits_profile_predictions_loss: 482.4334 - logcount_predictions_loss: 0.2967 409/2388 [====>.........................] - ETA: 5:08 - loss: 485.4515 - logits_profile_predictions_loss: 482.4253 - logcount_predictions_loss: 0.2967 410/2388 [====>.........................] - ETA: 5:08 - loss: 485.4435 - logits_profile_predictions_loss: 482.4174 - logcount_predictions_loss: 0.2967 411/2388 [====>.........................] - ETA: 5:08 - loss: 485.4359 - logits_profile_predictions_loss: 482.4098 - logcount_predictions_loss: 0.2967 412/2388 [====>.........................] - ETA: 5:08 - loss: 485.4285 - logits_profile_predictions_loss: 482.4024 - logcount_predictions_loss: 0.2967 413/2388 [====>.........................] - ETA: 5:07 - loss: 485.4214 - logits_profile_predictions_loss: 482.3953 - logcount_predictions_loss: 0.2967 414/2388 [====>.........................] - ETA: 5:07 - loss: 485.4142 - logits_profile_predictions_loss: 482.3881 - logcount_predictions_loss: 0.2967 415/2388 [====>.........................] - ETA: 5:07 - loss: 485.4066 - logits_profile_predictions_loss: 482.3805 - logcount_predictions_loss: 0.2967 416/2388 [====>.........................] - ETA: 5:07 - loss: 485.3997 - logits_profile_predictions_loss: 482.3736 - logcount_predictions_loss: 0.2967 417/2388 [====>.........................] - ETA: 5:07 - loss: 485.3927 - logits_profile_predictions_loss: 482.3666 - logcount_predictions_loss: 0.2967 418/2388 [====>.........................] - ETA: 5:07 - loss: 485.3858 - logits_profile_predictions_loss: 482.3598 - logcount_predictions_loss: 0.2967 419/2388 [====>.........................] - ETA: 5:07 - loss: 485.3789 - logits_profile_predictions_loss: 482.3528 - logcount_predictions_loss: 0.2967 420/2388 [====>.........................] - ETA: 5:06 - loss: 485.3717 - logits_profile_predictions_loss: 482.3456 - logcount_predictions_loss: 0.2967 421/2388 [====>.........................] - ETA: 5:06 - loss: 485.3645 - logits_profile_predictions_loss: 482.3385 - logcount_predictions_loss: 0.2967 422/2388 [====>.........................] - ETA: 5:06 - loss: 485.3567 - logits_profile_predictions_loss: 482.3306 - logcount_predictions_loss: 0.2967 423/2388 [====>.........................] - ETA: 5:06 - loss: 485.3491 - logits_profile_predictions_loss: 482.3231 - logcount_predictions_loss: 0.2967 424/2388 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2375/2388 [============================>.] - ETA: 2s - loss: 481.0958 - logits_profile_predictions_loss: 478.1065 - logcount_predictions_loss: 0.2931 2376/2388 [============================>.] - ETA: 1s - loss: 481.0953 - logits_profile_predictions_loss: 478.1060 - logcount_predictions_loss: 0.2931 2377/2388 [============================>.] - ETA: 1s - loss: 481.0949 - logits_profile_predictions_loss: 478.1055 - logcount_predictions_loss: 0.2931 2378/2388 [============================>.] - ETA: 1s - loss: 481.0944 - logits_profile_predictions_loss: 478.1051 - logcount_predictions_loss: 0.2931 2379/2388 [============================>.] - ETA: 1s - loss: 481.0939 - logits_profile_predictions_loss: 478.1046 - logcount_predictions_loss: 0.2931 2380/2388 [============================>.] - ETA: 1s - loss: 481.0935 - logits_profile_predictions_loss: 478.1041 - logcount_predictions_loss: 0.2931 2381/2388 [============================>.] - ETA: 1s - loss: 481.0930 - logits_profile_predictions_loss: 478.1037 - logcount_predictions_loss: 0.2931 2382/2388 [============================>.] - ETA: 0s - loss: 481.0926 - logits_profile_predictions_loss: 478.1033 - logcount_predictions_loss: 0.2931 2383/2388 [============================>.] - ETA: 0s - loss: 481.0921 - logits_profile_predictions_loss: 478.1028 - logcount_predictions_loss: 0.2931 2384/2388 [============================>.] - ETA: 0s - loss: 481.0917 - logits_profile_predictions_loss: 478.1024 - logcount_predictions_loss: 0.2931 2385/2388 [============================>.] - ETA: 0s - loss: 481.0913 - logits_profile_predictions_loss: 478.1020 - logcount_predictions_loss: 0.2931 2386/2388 [============================>.] - ETA: 0s - loss: 481.0909 - logits_profile_predictions_loss: 478.1016 - logcount_predictions_loss: 0.2931 2387/2388 [============================>.] - ETA: 0s - loss: 481.0905 - logits_profile_predictions_loss: 478.1012 - logcount_predictions_loss: 0.2931 2388/2388 [==============================] - ETA: 0s - loss: 481.0901 - logits_profile_predictions_loss: 478.1008 - logcount_predictions_loss: 0.2931 2388/2388 [==============================] - 397s 166ms/step - loss: 481.0897 - logits_profile_predictions_loss: 478.1004 - logcount_predictions_loss: 0.2931 - val_loss: 623.6107 - val_logits_profile_predictions_loss: 619.6395 - val_logcount_predictions_loss: 0.3892 Epoch 00014: val_loss did not improve from 613.70892 Epoch 15/50 1/2388 [..............................] - ETA: 8:27 - loss: 572.0573 - logits_profile_predictions_loss: 568.8799 - logcount_predictions_loss: 0.3115 2/2388 [..............................] - ETA: 6:51 - loss: 582.2797 - logits_profile_predictions_loss: 579.1454 - logcount_predictions_loss: 0.3073 3/2388 [..............................] - ETA: 6:30 - loss: 583.0074 - logits_profile_predictions_loss: 579.8313 - logcount_predictions_loss: 0.3114 4/2388 [..............................] - ETA: 6:24 - loss: 579.8246 - logits_profile_predictions_loss: 576.6829 - logcount_predictions_loss: 0.3080 5/2388 [..............................] - ETA: 6:20 - loss: 576.1641 - logits_profile_predictions_loss: 572.9951 - logcount_predictions_loss: 0.3107 6/2388 [..............................] - ETA: 6:18 - loss: 570.7955 - logits_profile_predictions_loss: 567.6488 - logcount_predictions_loss: 0.3085 7/2388 [..............................] - ETA: 6:16 - loss: 565.2664 - logits_profile_predictions_loss: 562.1568 - logcount_predictions_loss: 0.3049 8/2388 [..............................] - ETA: 6:15 - loss: 559.4969 - logits_profile_predictions_loss: 556.4151 - logcount_predictions_loss: 0.3021 9/2388 [..............................] - ETA: 6:14 - loss: 554.3498 - logits_profile_predictions_loss: 551.2996 - logcount_predictions_loss: 0.2990 10/2388 [..............................] - ETA: 6:13 - loss: 549.4295 - logits_profile_predictions_loss: 546.4014 - logcount_predictions_loss: 0.2969 11/2388 [..............................] - ETA: 6:13 - loss: 545.2270 - logits_profile_predictions_loss: 542.2268 - logcount_predictions_loss: 0.2941 12/2388 [..............................] - ETA: 6:12 - loss: 541.4384 - logits_profile_predictions_loss: 538.4537 - logcount_predictions_loss: 0.2926 13/2388 [..............................] - ETA: 6:12 - loss: 538.4782 - logits_profile_predictions_loss: 535.5129 - logcount_predictions_loss: 0.2907 14/2388 [..............................] - ETA: 6:12 - loss: 535.9888 - logits_profile_predictions_loss: 533.0405 - logcount_predictions_loss: 0.2890 15/2388 [..............................] - ETA: 6:11 - loss: 533.6388 - logits_profile_predictions_loss: 530.7035 - logcount_predictions_loss: 0.2878 16/2388 [..............................] - ETA: 6:11 - loss: 531.6426 - logits_profile_predictions_loss: 528.7209 - logcount_predictions_loss: 0.2864 17/2388 [..............................] - ETA: 6:10 - loss: 529.6692 - logits_profile_predictions_loss: 526.7596 - logcount_predictions_loss: 0.2853 18/2388 [..............................] - ETA: 6:10 - loss: 528.1084 - logits_profile_predictions_loss: 525.2089 - logcount_predictions_loss: 0.2843 19/2388 [..............................] - ETA: 6:10 - loss: 526.5187 - logits_profile_predictions_loss: 523.6316 - logcount_predictions_loss: 0.2831 20/2388 [..............................] - ETA: 6:10 - loss: 525.3212 - logits_profile_predictions_loss: 522.4446 - logcount_predictions_loss: 0.2820 21/2388 [..............................] - ETA: 6:10 - loss: 524.1295 - logits_profile_predictions_loss: 521.2619 - logcount_predictions_loss: 0.2811 22/2388 [..............................] - ETA: 6:09 - loss: 522.7953 - logits_profile_predictions_loss: 519.9357 - logcount_predictions_loss: 0.2804 23/2388 [..............................] - ETA: 6:09 - loss: 521.4682 - logits_profile_predictions_loss: 518.6160 - logcount_predictions_loss: 0.2796 24/2388 [..............................] - ETA: 6:09 - loss: 520.2656 - logits_profile_predictions_loss: 517.4200 - logcount_predictions_loss: 0.2790 25/2388 [..............................] - ETA: 6:09 - loss: 519.2017 - logits_profile_predictions_loss: 516.3601 - logcount_predictions_loss: 0.2786 26/2388 [..............................] - ETA: 6:09 - loss: 518.0852 - logits_profile_predictions_loss: 515.2457 - logcount_predictions_loss: 0.2784 27/2388 [..............................] - ETA: 6:08 - loss: 517.1481 - logits_profile_predictions_loss: 514.3093 - logcount_predictions_loss: 0.2783 28/2388 [..............................] - ETA: 6:08 - loss: 516.2066 - logits_profile_predictions_loss: 513.3693 - logcount_predictions_loss: 0.2782 29/2388 [..............................] - ETA: 6:08 - loss: 515.3440 - logits_profile_predictions_loss: 512.5085 - logcount_predictions_loss: 0.2780 30/2388 [..............................] - ETA: 6:08 - loss: 514.5704 - logits_profile_predictions_loss: 511.7370 - logcount_predictions_loss: 0.2778 31/2388 [..............................] - ETA: 6:08 - loss: 513.8608 - logits_profile_predictions_loss: 511.0292 - logcount_predictions_loss: 0.2776 32/2388 [..............................] - ETA: 6:07 - loss: 513.2434 - logits_profile_predictions_loss: 510.4137 - logcount_predictions_loss: 0.2774 33/2388 [..............................] - ETA: 6:07 - loss: 512.6484 - logits_profile_predictions_loss: 509.8208 - logcount_predictions_loss: 0.2772 34/2388 [..............................] - ETA: 6:07 - loss: 512.0710 - logits_profile_predictions_loss: 509.2443 - logcount_predictions_loss: 0.2771 35/2388 [..............................] - ETA: 6:07 - loss: 511.4615 - logits_profile_predictions_loss: 508.6357 - logcount_predictions_loss: 0.2770 36/2388 [..............................] - ETA: 6:07 - loss: 510.8426 - logits_profile_predictions_loss: 508.0175 - logcount_predictions_loss: 0.2770 37/2388 [..............................] - ETA: 6:06 - loss: 510.1881 - logits_profile_predictions_loss: 507.3636 - logcount_predictions_loss: 0.2769 38/2388 [..............................] - ETA: 6:06 - loss: 509.5695 - logits_profile_predictions_loss: 506.7451 - logcount_predictions_loss: 0.2769 39/2388 [..............................] - ETA: 6:06 - loss: 508.9491 - logits_profile_predictions_loss: 506.1250 - logcount_predictions_loss: 0.2769 40/2388 [..............................] - ETA: 6:06 - loss: 508.4698 - logits_profile_predictions_loss: 505.6456 - logcount_predictions_loss: 0.2769 41/2388 [..............................] - ETA: 6:06 - loss: 507.9840 - logits_profile_predictions_loss: 505.1596 - logcount_predictions_loss: 0.2769 42/2388 [..............................] - ETA: 6:06 - loss: 507.5425 - logits_profile_predictions_loss: 504.7178 - logcount_predictions_loss: 0.2769 43/2388 [..............................] - ETA: 6:05 - loss: 507.1302 - logits_profile_predictions_loss: 504.3056 - logcount_predictions_loss: 0.2769 44/2388 [..............................] - ETA: 6:05 - loss: 506.7409 - logits_profile_predictions_loss: 503.9165 - logcount_predictions_loss: 0.2769 45/2388 [..............................] - ETA: 6:05 - loss: 506.3755 - logits_profile_predictions_loss: 503.5515 - logcount_predictions_loss: 0.2769 46/2388 [..............................] - ETA: 6:05 - loss: 505.9681 - logits_profile_predictions_loss: 503.1439 - logcount_predictions_loss: 0.2769 47/2388 [..............................] - ETA: 6:05 - loss: 505.5835 - logits_profile_predictions_loss: 502.7594 - logcount_predictions_loss: 0.2769 48/2388 [..............................] - ETA: 6:05 - loss: 505.2100 - logits_profile_predictions_loss: 502.3859 - logcount_predictions_loss: 0.2769 49/2388 [..............................] - ETA: 6:04 - loss: 504.8679 - logits_profile_predictions_loss: 502.0436 - logcount_predictions_loss: 0.2769 50/2388 [..............................] - ETA: 6:04 - loss: 504.5222 - logits_profile_predictions_loss: 501.6973 - logcount_predictions_loss: 0.2769 51/2388 [..............................] - ETA: 6:04 - loss: 504.1833 - logits_profile_predictions_loss: 501.3580 - logcount_predictions_loss: 0.2770 52/2388 [..............................] - ETA: 6:04 - loss: 503.8678 - logits_profile_predictions_loss: 501.0419 - logcount_predictions_loss: 0.2770 53/2388 [..............................] - ETA: 6:04 - loss: 503.5728 - logits_profile_predictions_loss: 500.7463 - logcount_predictions_loss: 0.2771 54/2388 [..............................] - ETA: 6:04 - loss: 503.3100 - logits_profile_predictions_loss: 500.4826 - logcount_predictions_loss: 0.2772 55/2388 [..............................] - ETA: 6:03 - loss: 503.0404 - logits_profile_predictions_loss: 500.2119 - logcount_predictions_loss: 0.2773 56/2388 [..............................] - ETA: 6:03 - loss: 502.7593 - logits_profile_predictions_loss: 499.9299 - logcount_predictions_loss: 0.2774 57/2388 [..............................] - ETA: 6:03 - loss: 502.4874 - logits_profile_predictions_loss: 499.6573 - logcount_predictions_loss: 0.2775 58/2388 [..............................] - ETA: 6:03 - loss: 502.2459 - logits_profile_predictions_loss: 499.4151 - logcount_predictions_loss: 0.2775 59/2388 [..............................] - ETA: 6:03 - loss: 501.9874 - logits_profile_predictions_loss: 499.1562 - logcount_predictions_loss: 0.2776 60/2388 [..............................] - ETA: 6:03 - loss: 501.7109 - logits_profile_predictions_loss: 498.8792 - logcount_predictions_loss: 0.2776 61/2388 [..............................] - ETA: 6:02 - loss: 501.4168 - logits_profile_predictions_loss: 498.5846 - logcount_predictions_loss: 0.2777 62/2388 [..............................] - ETA: 6:02 - loss: 501.1389 - logits_profile_predictions_loss: 498.3061 - logcount_predictions_loss: 0.2777 63/2388 [..............................] - ETA: 6:02 - loss: 500.8635 - logits_profile_predictions_loss: 498.0299 - logcount_predictions_loss: 0.2778 64/2388 [..............................] - ETA: 6:02 - loss: 500.5840 - logits_profile_predictions_loss: 497.7497 - logcount_predictions_loss: 0.2779 65/2388 [..............................] - ETA: 6:02 - loss: 500.3200 - logits_profile_predictions_loss: 497.4850 - logcount_predictions_loss: 0.2779 66/2388 [..............................] - ETA: 6:02 - loss: 500.0707 - logits_profile_predictions_loss: 497.2347 - logcount_predictions_loss: 0.2780 67/2388 [..............................] - ETA: 6:01 - loss: 499.8289 - logits_profile_predictions_loss: 496.9921 - logcount_predictions_loss: 0.2781 68/2388 [..............................] - ETA: 6:01 - loss: 499.6052 - logits_profile_predictions_loss: 496.7675 - logcount_predictions_loss: 0.2782 69/2388 [..............................] - ETA: 6:01 - loss: 499.3592 - logits_profile_predictions_loss: 496.5206 - logcount_predictions_loss: 0.2783 70/2388 [..............................] - ETA: 6:01 - loss: 499.1114 - logits_profile_predictions_loss: 496.2717 - logcount_predictions_loss: 0.2784 71/2388 [..............................] - ETA: 6:01 - loss: 498.8652 - logits_profile_predictions_loss: 496.0244 - logcount_predictions_loss: 0.2785 72/2388 [..............................] - ETA: 6:01 - loss: 498.6362 - logits_profile_predictions_loss: 495.7945 - logcount_predictions_loss: 0.2786 73/2388 [..............................] - ETA: 6:00 - loss: 498.4015 - logits_profile_predictions_loss: 495.5589 - logcount_predictions_loss: 0.2787 74/2388 [..............................] - ETA: 6:00 - loss: 498.1855 - logits_profile_predictions_loss: 495.3418 - logcount_predictions_loss: 0.2788 75/2388 [..............................] - ETA: 6:00 - loss: 497.9841 - logits_profile_predictions_loss: 495.1394 - logcount_predictions_loss: 0.2789 76/2388 [..............................] - ETA: 6:00 - loss: 497.7840 - logits_profile_predictions_loss: 494.9384 - logcount_predictions_loss: 0.2790 77/2388 [..............................] - ETA: 6:00 - loss: 497.5858 - logits_profile_predictions_loss: 494.7391 - logcount_predictions_loss: 0.2791 78/2388 [..............................] - ETA: 6:00 - loss: 497.3821 - logits_profile_predictions_loss: 494.5344 - logcount_predictions_loss: 0.2792 79/2388 [..............................] - ETA: 5:59 - loss: 497.1699 - logits_profile_predictions_loss: 494.3213 - logcount_predictions_loss: 0.2793 80/2388 [>.............................] - ETA: 5:59 - loss: 496.9618 - logits_profile_predictions_loss: 494.1125 - logcount_predictions_loss: 0.2793 81/2388 [>.............................] - ETA: 5:59 - loss: 496.7450 - logits_profile_predictions_loss: 493.8950 - logcount_predictions_loss: 0.2794 82/2388 [>.............................] - ETA: 5:59 - loss: 496.5325 - logits_profile_predictions_loss: 493.6820 - logcount_predictions_loss: 0.2795 83/2388 [>.............................] - ETA: 5:59 - loss: 496.3273 - logits_profile_predictions_loss: 493.4762 - logcount_predictions_loss: 0.2795 84/2388 [>.............................] - ETA: 5:59 - loss: 496.1206 - logits_profile_predictions_loss: 493.2687 - logcount_predictions_loss: 0.2796 85/2388 [>.............................] - ETA: 5:58 - loss: 495.9127 - logits_profile_predictions_loss: 493.0601 - logcount_predictions_loss: 0.2797 86/2388 [>.............................] - ETA: 5:58 - loss: 495.6985 - logits_profile_predictions_loss: 492.8452 - logcount_predictions_loss: 0.2797 87/2388 [>.............................] - ETA: 5:58 - loss: 495.4895 - logits_profile_predictions_loss: 492.6355 - logcount_predictions_loss: 0.2798 88/2388 [>.............................] - ETA: 5:58 - loss: 495.2779 - logits_profile_predictions_loss: 492.4232 - logcount_predictions_loss: 0.2799 89/2388 [>.............................] - ETA: 5:58 - loss: 495.0736 - logits_profile_predictions_loss: 492.2183 - logcount_predictions_loss: 0.2799 90/2388 [>.............................] - ETA: 5:58 - loss: 494.8642 - logits_profile_predictions_loss: 492.0082 - logcount_predictions_loss: 0.2800 91/2388 [>.............................] - ETA: 5:58 - loss: 494.6639 - logits_profile_predictions_loss: 491.8073 - logcount_predictions_loss: 0.2801 92/2388 [>.............................] - ETA: 5:57 - loss: 494.4653 - logits_profile_predictions_loss: 491.6082 - logcount_predictions_loss: 0.2801 93/2388 [>.............................] - ETA: 5:57 - loss: 494.2817 - logits_profile_predictions_loss: 491.4240 - logcount_predictions_loss: 0.2802 94/2388 [>.............................] - ETA: 5:57 - loss: 494.0946 - logits_profile_predictions_loss: 491.2362 - logcount_predictions_loss: 0.2802 95/2388 [>.............................] - ETA: 5:57 - loss: 493.9139 - logits_profile_predictions_loss: 491.0549 - logcount_predictions_loss: 0.2803 96/2388 [>.............................] - ETA: 5:57 - loss: 493.7467 - logits_profile_predictions_loss: 490.8870 - logcount_predictions_loss: 0.2804 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logits_profile_predictions_loss: 489.7319 - logcount_predictions_loss: 0.2807 104/2388 [>.............................] - ETA: 5:56 - loss: 492.4382 - logits_profile_predictions_loss: 489.5743 - logcount_predictions_loss: 0.2808 105/2388 [>.............................] - ETA: 5:55 - loss: 492.2758 - logits_profile_predictions_loss: 489.4115 - logcount_predictions_loss: 0.2808 106/2388 [>.............................] - ETA: 5:55 - loss: 492.1057 - logits_profile_predictions_loss: 489.2407 - logcount_predictions_loss: 0.2809 107/2388 [>.............................] - ETA: 5:55 - loss: 491.9420 - logits_profile_predictions_loss: 489.0764 - logcount_predictions_loss: 0.2809 108/2388 [>.............................] - ETA: 5:55 - loss: 491.7764 - logits_profile_predictions_loss: 488.9102 - logcount_predictions_loss: 0.2810 109/2388 [>.............................] - ETA: 5:55 - loss: 491.6188 - logits_profile_predictions_loss: 488.7521 - logcount_predictions_loss: 0.2810 110/2388 [>.............................] - ETA: 5:55 - loss: 491.4597 - logits_profile_predictions_loss: 488.5924 - logcount_predictions_loss: 0.2811 111/2388 [>.............................] - ETA: 5:54 - loss: 491.3127 - logits_profile_predictions_loss: 488.4450 - logcount_predictions_loss: 0.2811 112/2388 [>.............................] - ETA: 5:54 - loss: 491.1669 - logits_profile_predictions_loss: 488.2987 - logcount_predictions_loss: 0.2812 113/2388 [>.............................] - ETA: 5:54 - loss: 491.0222 - logits_profile_predictions_loss: 488.1537 - logcount_predictions_loss: 0.2812 114/2388 [>.............................] - ETA: 5:54 - loss: 490.8747 - logits_profile_predictions_loss: 488.0058 - logcount_predictions_loss: 0.2813 115/2388 [>.............................] - ETA: 5:54 - loss: 490.7290 - logits_profile_predictions_loss: 487.8598 - logcount_predictions_loss: 0.2813 116/2388 [>.............................] - ETA: 5:54 - loss: 490.5820 - 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logits_profile_predictions_loss: 475.7982 - logcount_predictions_loss: 0.2852 2347/2388 [============================>.] - ETA: 6s - loss: 478.7069 - logits_profile_predictions_loss: 475.7979 - logcount_predictions_loss: 0.2852 2348/2388 [============================>.] - ETA: 6s - loss: 478.7066 - logits_profile_predictions_loss: 475.7976 - logcount_predictions_loss: 0.2852 2349/2388 [============================>.] - ETA: 6s - loss: 478.7063 - logits_profile_predictions_loss: 475.7974 - logcount_predictions_loss: 0.2852 2350/2388 [============================>.] - ETA: 5s - loss: 478.7061 - logits_profile_predictions_loss: 475.7971 - logcount_predictions_loss: 0.2852 2351/2388 [============================>.] - ETA: 5s - loss: 478.7058 - logits_profile_predictions_loss: 475.7968 - logcount_predictions_loss: 0.2852 2352/2388 [============================>.] - ETA: 5s - loss: 478.7055 - logits_profile_predictions_loss: 475.7966 - logcount_predictions_loss: 0.2852 2353/2388 [============================>.] - ETA: 5s - loss: 478.7052 - logits_profile_predictions_loss: 475.7963 - logcount_predictions_loss: 0.2852 2354/2388 [============================>.] - ETA: 5s - loss: 478.7049 - logits_profile_predictions_loss: 475.7960 - logcount_predictions_loss: 0.2852 2355/2388 [============================>.] - ETA: 5s - loss: 478.7047 - logits_profile_predictions_loss: 475.7957 - logcount_predictions_loss: 0.2852 2356/2388 [============================>.] - ETA: 5s - loss: 478.7044 - logits_profile_predictions_loss: 475.7954 - logcount_predictions_loss: 0.2852 2357/2388 [============================>.] - ETA: 4s - loss: 478.7041 - logits_profile_predictions_loss: 475.7952 - logcount_predictions_loss: 0.2852 2358/2388 [============================>.] - ETA: 4s - loss: 478.7038 - logits_profile_predictions_loss: 475.7949 - logcount_predictions_loss: 0.2852 2359/2388 [============================>.] - ETA: 4s - loss: 478.7035 - logits_profile_predictions_loss: 475.7946 - logcount_predictions_loss: 0.2852 2360/2388 [============================>.] - ETA: 4s - loss: 478.7032 - logits_profile_predictions_loss: 475.7943 - logcount_predictions_loss: 0.2852 2361/2388 [============================>.] - ETA: 4s - loss: 478.7030 - logits_profile_predictions_loss: 475.7941 - logcount_predictions_loss: 0.2852 2362/2388 [============================>.] - ETA: 4s - loss: 478.7027 - logits_profile_predictions_loss: 475.7938 - logcount_predictions_loss: 0.2852 2363/2388 [============================>.] - ETA: 3s - loss: 478.7024 - logits_profile_predictions_loss: 475.7935 - logcount_predictions_loss: 0.2852 2364/2388 [============================>.] - ETA: 3s - loss: 478.7021 - logits_profile_predictions_loss: 475.7933 - logcount_predictions_loss: 0.2852 2365/2388 [============================>.] - ETA: 3s - loss: 478.7018 - logits_profile_predictions_loss: 475.7930 - logcount_predictions_loss: 0.2852 2366/2388 [============================>.] - ETA: 3s - loss: 478.7016 - logits_profile_predictions_loss: 475.7927 - logcount_predictions_loss: 0.2852 2367/2388 [============================>.] - ETA: 3s - loss: 478.7013 - logits_profile_predictions_loss: 475.7925 - logcount_predictions_loss: 0.2852 2368/2388 [============================>.] - ETA: 3s - loss: 478.7010 - logits_profile_predictions_loss: 475.7922 - logcount_predictions_loss: 0.2852 2369/2388 [============================>.] - ETA: 2s - loss: 478.7008 - logits_profile_predictions_loss: 475.7919 - logcount_predictions_loss: 0.2852 2370/2388 [============================>.] - ETA: 2s - loss: 478.7005 - logits_profile_predictions_loss: 475.7917 - logcount_predictions_loss: 0.2852 2371/2388 [============================>.] - ETA: 2s - loss: 478.7002 - logits_profile_predictions_loss: 475.7914 - logcount_predictions_loss: 0.2852 2372/2388 [============================>.] - ETA: 2s - loss: 478.6999 - logits_profile_predictions_loss: 475.7911 - logcount_predictions_loss: 0.2852 2373/2388 [============================>.] - ETA: 2s - loss: 478.6997 - logits_profile_predictions_loss: 475.7909 - logcount_predictions_loss: 0.2852 2374/2388 [============================>.] - ETA: 2s - loss: 478.6994 - logits_profile_predictions_loss: 475.7906 - logcount_predictions_loss: 0.2852 2375/2388 [============================>.] - ETA: 2s - loss: 478.6991 - logits_profile_predictions_loss: 475.7903 - logcount_predictions_loss: 0.2852 2376/2388 [============================>.] - ETA: 1s - loss: 478.6989 - logits_profile_predictions_loss: 475.7901 - logcount_predictions_loss: 0.2852 2377/2388 [============================>.] - ETA: 1s - loss: 478.6986 - logits_profile_predictions_loss: 475.7898 - logcount_predictions_loss: 0.2852 2378/2388 [============================>.] - ETA: 1s - loss: 478.6983 - logits_profile_predictions_loss: 475.7896 - logcount_predictions_loss: 0.2852 2379/2388 [============================>.] - ETA: 1s - loss: 478.6981 - logits_profile_predictions_loss: 475.7893 - logcount_predictions_loss: 0.2852 2380/2388 [============================>.] - ETA: 1s - loss: 478.6978 - logits_profile_predictions_loss: 475.7891 - logcount_predictions_loss: 0.2852 2381/2388 [============================>.] - ETA: 1s - loss: 478.6975 - logits_profile_predictions_loss: 475.7888 - logcount_predictions_loss: 0.2852 2382/2388 [============================>.] - ETA: 0s - loss: 478.6973 - logits_profile_predictions_loss: 475.7886 - logcount_predictions_loss: 0.2852 2383/2388 [============================>.] - ETA: 0s - loss: 478.6970 - logits_profile_predictions_loss: 475.7883 - logcount_predictions_loss: 0.2852 2384/2388 [============================>.] - ETA: 0s - loss: 478.6967 - logits_profile_predictions_loss: 475.7880 - logcount_predictions_loss: 0.2852 2385/2388 [============================>.] - ETA: 0s - loss: 478.6965 - logits_profile_predictions_loss: 475.7878 - logcount_predictions_loss: 0.2852 2386/2388 [============================>.] - ETA: 0s - loss: 478.6962 - logits_profile_predictions_loss: 475.7875 - logcount_predictions_loss: 0.2852 2387/2388 [============================>.] - ETA: 0s - loss: 478.6959 - logits_profile_predictions_loss: 475.7872 - logcount_predictions_loss: 0.2852 2388/2388 [==============================] - ETA: 0s - loss: 478.6956 - logits_profile_predictions_loss: 475.7869 - logcount_predictions_loss: 0.2852 2388/2388 [==============================] - 396s 166ms/step - loss: 478.6953 - logits_profile_predictions_loss: 475.7866 - logcount_predictions_loss: 0.2852 - val_loss: 621.6320 - val_logits_profile_predictions_loss: 617.5908 - val_logcount_predictions_loss: 0.3962 Epoch 00015: val_loss did not improve from 613.70892 Restoring model weights from the end of the best epoch. Epoch 00015: early stopping save model save model without bias 2022-10-04_19-32-31: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR975LGK//preprocessing/bigWigs/ENCSR975LGK.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(40397, 10) loading nonpeaks... got split:test for bed regions:(39682, 10) 0/313 100/313 200/313 300/313 2022-10-04_19-36-30: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR975LGK//preprocessing/bigWigs/ENCSR975LGK.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(40397, 10) loading nonpeaks... got split:test for bed regions:(39682, 10) 0/313 100/313 200/313 300/313 2022-10-04_19-40-04: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR975LGK//preprocessing/bigWigs/ENCSR975LGK.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(40397, 10) loading nonpeaks... got split:test for bed regions:(39682, 10) 0/313 100/313 200/313 300/313 2022-10-04_19-42-30: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//footprints 2022-10-04_19-42-30: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/39 [..............................] - ETA: 4:19 3/39 [=>............................] - ETA: 12s  4/39 [==>...........................] - ETA: 15s 5/39 [==>...........................] - ETA: 17s 6/39 [===>..........................] - ETA: 17s 7/39 [====>.........................] - ETA: 18s 8/39 [=====>........................] - ETA: 18s 9/39 [=====>........................] - ETA: 17s 10/39 [======>.......................] - ETA: 17s 11/39 [=======>......................] - ETA: 17s 12/39 [========>.....................] - ETA: 16s 13/39 [=========>....................] - ETA: 16s 14/39 [=========>....................] - ETA: 15s 15/39 [==========>...................] - ETA: 15s 16/39 [===========>..................] - ETA: 14s 17/39 [============>.................] - ETA: 14s 18/39 [============>.................] - ETA: 13s 19/39 [=============>................] - ETA: 12s 20/39 [==============>...............] - ETA: 12s 21/39 [===============>..............] - ETA: 11s 22/39 [===============>..............] - ETA: 11s 23/39 [================>.............] - ETA: 10s 24/39 [=================>............] - ETA: 9s  25/39 [==================>...........] - ETA: 9s 26/39 [===================>..........] - ETA: 8s 27/39 [===================>..........] - ETA: 7s 28/39 [====================>.........] - ETA: 7s 29/39 [=====================>........] - ETA: 6s 30/39 [======================>.......] - ETA: 5s 31/39 [======================>.......] - ETA: 5s 32/39 [=======================>......] - ETA: 4s 33/39 [========================>.....] - ETA: 3s 34/39 [=========================>....] - ETA: 3s 35/39 [=========================>....] - ETA: 2s 36/39 [==========================>...] - ETA: 1s 37/39 [===========================>..] - ETA: 1s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 36s 766ms/step 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 25s 3/39 [=>............................] - ETA: 24s 4/39 [==>...........................] - ETA: 23s 5/39 [==>...........................] - ETA: 23s 6/39 [===>..........................] - ETA: 22s 7/39 [====>.........................] - ETA: 21s 8/39 [=====>........................] - ETA: 21s 9/39 [=====>........................] - ETA: 20s 10/39 [======>.......................] - ETA: 19s 11/39 [=======>......................] - ETA: 19s 12/39 [========>.....................] - ETA: 18s 13/39 [=========>....................] - ETA: 17s 14/39 [=========>....................] - ETA: 17s 15/39 [==========>...................] - ETA: 16s 16/39 [===========>..................] - ETA: 15s 17/39 [============>.................] - ETA: 15s 18/39 [============>.................] - ETA: 14s 19/39 [=============>................] - ETA: 13s 20/39 [==============>...............] - ETA: 12s 21/39 [===============>..............] - ETA: 12s 22/39 [===============>..............] - ETA: 11s 23/39 [================>.............] - ETA: 10s 24/39 [=================>............] - ETA: 10s 25/39 [==================>...........] - ETA: 9s  26/39 [===================>..........] - ETA: 8s 27/39 [===================>..........] - ETA: 8s 28/39 [====================>.........] - ETA: 7s 29/39 [=====================>........] - ETA: 6s 30/39 [======================>.......] - ETA: 6s 31/39 [======================>.......] - ETA: 5s 32/39 [=======================>......] - ETA: 4s 33/39 [========================>.....] - ETA: 4s 34/39 [=========================>....] - ETA: 3s 35/39 [=========================>....] - ETA: 2s 36/39 [==========================>...] - ETA: 2s 37/39 [===========================>..] - ETA: 1s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 26s 693ms/step inserting motif: dnase_2 TGTACTTACGAA 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 25s 3/39 [=>............................] - ETA: 24s 4/39 [==>...........................] - ETA: 23s 5/39 [==>...........................] - ETA: 23s 6/39 [===>..........................] - ETA: 22s 7/39 [====>.........................] - ETA: 21s 8/39 [=====>........................] - ETA: 21s 9/39 [=====>........................] - ETA: 20s 10/39 [======>.......................] - ETA: 19s 11/39 [=======>......................] - ETA: 19s 12/39 [========>.....................] - ETA: 18s 13/39 [=========>....................] - ETA: 17s 14/39 [=========>....................] - ETA: 17s 15/39 [==========>...................] - ETA: 16s 16/39 [===========>..................] - ETA: 15s 17/39 [============>.................] - ETA: 15s 18/39 [============>.................] - ETA: 14s 19/39 [=============>................] - ETA: 13s 20/39 [==============>...............] - ETA: 13s 21/39 [===============>..............] - ETA: 12s 22/39 [===============>..............] - ETA: 11s 23/39 [================>.............] - ETA: 10s 24/39 [=================>............] - ETA: 10s 25/39 [==================>...........] - ETA: 9s  26/39 [===================>..........] - ETA: 8s 27/39 [===================>..........] - ETA: 8s 28/39 [====================>.........] - ETA: 7s 29/39 [=====================>........] - ETA: 6s 30/39 [======================>.......] - ETA: 6s 31/39 [======================>.......] - ETA: 5s 32/39 [=======================>......] - ETA: 4s 33/39 [========================>.....] - ETA: 4s 34/39 [=========================>....] - ETA: 3s 35/39 [=========================>....] - ETA: 2s 36/39 [==========================>...] - ETA: 2s 37/39 [===========================>..] - ETA: 1s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 26s 696ms/step 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 25s 3/39 [=>............................] - ETA: 24s 4/39 [==>...........................] - ETA: 24s 5/39 [==>...........................] - ETA: 23s 6/39 [===>..........................] - ETA: 22s 7/39 [====>.........................] - ETA: 21s 8/39 [=====>........................] - ETA: 21s 9/39 [=====>........................] - ETA: 20s 10/39 [======>.......................] - ETA: 19s 11/39 [=======>......................] - ETA: 19s 12/39 [========>.....................] - ETA: 18s 13/39 [=========>....................] - ETA: 17s 14/39 [=========>....................] - ETA: 17s 15/39 [==========>...................] - ETA: 16s 16/39 [===========>..................] - ETA: 15s 17/39 [============>.................] - ETA: 15s 18/39 [============>.................] - ETA: 14s 19/39 [=============>................] - ETA: 13s 20/39 [==============>...............] - ETA: 13s 21/39 [===============>..............] - ETA: 12s 22/39 [===============>..............] - ETA: 11s 23/39 [================>.............] - ETA: 10s 24/39 [=================>............] - ETA: 10s 25/39 [==================>...........] - ETA: 9s  26/39 [===================>..........] - ETA: 8s 27/39 [===================>..........] - ETA: 8s 28/39 [====================>.........] - ETA: 7s 29/39 [=====================>........] - ETA: 6s 30/39 [======================>.......] - ETA: 6s 31/39 [======================>.......] - ETA: 5s 32/39 [=======================>......] - ETA: 4s 33/39 [========================>.....] - ETA: 4s 34/39 [=========================>....] - ETA: 3s 35/39 [=========================>....] - ETA: 2s 36/39 [==========================>...] - ETA: 2s 37/39 [===========================>..] - ETA: 1s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 27s 697ms/step Saving marginal footprints 2022-10-04_19-44-48: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//footprints 2022-10-04_19-44-48: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR975LGK//chrombppnet_model_encsr283tme_bias_fold_1//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/39 [..............................] - ETA: 1:51 3/39 [=>............................] - ETA: 1s  4/39 [==>...........................] - ETA: 1s 5/39 [==>...........................] - ETA: 1s 6/39 [===>..........................] - ETA: 1s 7/39 [====>.........................] - ETA: 1s 8/39 [=====>........................] - ETA: 1s 9/39 [=====>........................] - ETA: 1s 10/39 [======>.......................] - ETA: 1s 11/39 [=======>......................] - ETA: 1s 12/39 [========>.....................] - ETA: 1s 13/39 [=========>....................] - ETA: 1s 14/39 [=========>....................] - ETA: 1s 15/39 [==========>...................] - ETA: 1s 16/39 [===========>..................] - ETA: 1s 17/39 [============>.................] - ETA: 1s 18/39 [============>.................] - ETA: 1s 19/39 [=============>................] - ETA: 1s 20/39 [==============>...............] - ETA: 1s 21/39 [===============>..............] - ETA: 0s 22/39 [===============>..............] - ETA: 0s 23/39 [================>.............] - ETA: 0s 24/39 [=================>............] - ETA: 0s 25/39 [==================>...........] - ETA: 0s 26/39 [===================>..........] - ETA: 0s 27/39 [===================>..........] - ETA: 0s 28/39 [====================>.........] - ETA: 0s 29/39 [=====================>........] - ETA: 0s 30/39 [======================>.......] - ETA: 0s 31/39 [======================>.......] - ETA: 0s 32/39 [=======================>......] - ETA: 0s 33/39 [========================>.....] - ETA: 0s 34/39 [=========================>....] - ETA: 0s 35/39 [=========================>....] - ETA: 0s 36/39 [==========================>...] - ETA: 0s 37/39 [===========================>..] - ETA: 0s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 5s 68ms/step 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 2s 3/39 [=>............................] - ETA: 2s 4/39 [==>...........................] - ETA: 1s 5/39 [==>...........................] - ETA: 1s 6/39 [===>..........................] - ETA: 1s 7/39 [====>.........................] - ETA: 1s 8/39 [=====>........................] - ETA: 1s 9/39 [=====>........................] - ETA: 1s 10/39 [======>.......................] - ETA: 1s 11/39 [=======>......................] - ETA: 1s 12/39 [========>.....................] - ETA: 1s 13/39 [=========>....................] - ETA: 1s 14/39 [=========>....................] - ETA: 1s 15/39 [==========>...................] - ETA: 1s 16/39 [===========>..................] - ETA: 1s 17/39 [============>.................] - ETA: 1s 18/39 [============>.................] - ETA: 1s 19/39 [=============>................] - ETA: 1s 20/39 [==============>...............] - ETA: 1s 21/39 [===============>..............] - ETA: 1s 22/39 [===============>..............] - ETA: 0s 23/39 [================>.............] - ETA: 0s 24/39 [=================>............] - ETA: 0s 25/39 [==================>...........] - ETA: 0s 26/39 [===================>..........] - ETA: 0s 27/39 [===================>..........] - ETA: 0s 28/39 [====================>.........] - ETA: 0s 29/39 [=====================>........] - ETA: 0s 30/39 [======================>.......] - ETA: 0s 31/39 [======================>.......] - ETA: 0s 32/39 [=======================>......] - ETA: 0s 33/39 [========================>.....] - ETA: 0s 34/39 [=========================>....] - ETA: 0s 35/39 [=========================>....] - ETA: 0s 36/39 [==========================>...] - ETA: 0s 37/39 [===========================>..] - ETA: 0s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 2s 57ms/step inserting motif: dnase_2 TGTACTTACGAA 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 2s 3/39 [=>............................] - ETA: 2s 4/39 [==>...........................] - ETA: 1s 5/39 [==>...........................] - ETA: 1s 6/39 [===>..........................] - ETA: 1s 7/39 [====>.........................] - ETA: 1s 8/39 [=====>........................] - ETA: 1s 9/39 [=====>........................] - ETA: 1s 10/39 [======>.......................] - ETA: 1s 11/39 [=======>......................] - ETA: 1s 12/39 [========>.....................] - ETA: 1s 13/39 [=========>....................] - ETA: 1s 14/39 [=========>....................] - ETA: 1s 15/39 [==========>...................] - ETA: 1s 16/39 [===========>..................] - ETA: 1s 17/39 [============>.................] - ETA: 1s 18/39 [============>.................] - ETA: 1s 19/39 [=============>................] - ETA: 1s 20/39 [==============>...............] - ETA: 1s 21/39 [===============>..............] - ETA: 1s 22/39 [===============>..............] - ETA: 0s 23/39 [================>.............] - ETA: 0s 24/39 [=================>............] - ETA: 0s 25/39 [==================>...........] - ETA: 0s 26/39 [===================>..........] - ETA: 0s 27/39 [===================>..........] - ETA: 0s 28/39 [====================>.........] - ETA: 0s 29/39 [=====================>........] - ETA: 0s 30/39 [======================>.......] - ETA: 0s 31/39 [======================>.......] - ETA: 0s 32/39 [=======================>......] - ETA: 0s 33/39 [========================>.....] - ETA: 0s 34/39 [=========================>....] - ETA: 0s 35/39 [=========================>....] - ETA: 0s 36/39 [==========================>...] - ETA: 0s 37/39 [===========================>..] - ETA: 0s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 2s 57ms/step 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 2s 3/39 [=>............................] - ETA: 2s 4/39 [==>...........................] - ETA: 1s 5/39 [==>...........................] - ETA: 1s 6/39 [===>..........................] - ETA: 1s 7/39 [====>.........................] - ETA: 1s 8/39 [=====>........................] - ETA: 1s 9/39 [=====>........................] - ETA: 1s 10/39 [======>.......................] - ETA: 1s 11/39 [=======>......................] - ETA: 1s 12/39 [========>.....................] - ETA: 1s 13/39 [=========>....................] - ETA: 1s 14/39 [=========>....................] - ETA: 1s 15/39 [==========>...................] - ETA: 1s 16/39 [===========>..................] - ETA: 1s 17/39 [============>.................] - ETA: 1s 18/39 [============>.................] - ETA: 1s 19/39 [=============>................] - ETA: 1s 20/39 [==============>...............] - ETA: 1s 21/39 [===============>..............] - ETA: 1s 22/39 [===============>..............] - ETA: 0s 23/39 [================>.............] - ETA: 0s 24/39 [=================>............] - ETA: 0s 25/39 [==================>...........] - ETA: 0s 26/39 [===================>..........] - ETA: 0s 27/39 [===================>..........] - ETA: 0s 28/39 [====================>.........] - ETA: 0s 29/39 [=====================>........] - ETA: 0s 30/39 [======================>.......] - ETA: 0s 31/39 [======================>.......] - ETA: 0s 32/39 [=======================>......] - ETA: 0s 33/39 [========================>.....] - ETA: 0s 34/39 [=========================>....] - ETA: 0s 35/39 [=========================>....] - ETA: 0s 36/39 [==========================>...] - ETA: 0s 37/39 [===========================>..] - ETA: 0s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 2s 57ms/step Saving marginal footprints