ATAC-seq ATAC_PE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json Fri Sep 23 05:25:54 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA GeForce ... On | 00000000:06:00.0 Off | N/A | | 48% 41C P8 16W / 315W | 1MiB / 24576MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-09-23_05-25-54: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR305QTE//preprocessing/bigWigs/ENCSR305QTE.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR305QTE//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR305QTE//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 100361 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 100361 Number of peaks input: 25862 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 25862 Number of non peaks input: 101152 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 101152 Number of non peaks input: 25070 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 25070 Number of peaks after removing outliers: 99257 Number of nonpeaks after removing outliers: 89549 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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2771/2799 [============================>.] - ETA: 0s 2780/2799 [============================>.] - ETA: 0s 2789/2799 [============================>.] - ETA: 0s 2797/2799 [============================>.] - ETA: 0s 2799/2799 [==============================] - ETA: 0s 2799/2799 [==============================] - 55s 12ms/step 2022-09-23_05-29-29: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR305QTE//preprocessing/bigWigs/ENCSR305QTE.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '16.1', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(90039, 10) loading nonpeaks... got split:train for bed regions:(82440, 10) loading peaks... got split:valid for bed regions:(9218, 10) loading nonpeaks... got split:valid for bed regions:(7109, 10) Epoch 1/50 1/1548 [..............................] - ETA: 62:47:03 - loss: 595.2772 - logits_profile_predictions_loss: 545.2847 - logcount_predictions_loss: 3.1051 2/1548 [..............................] - ETA: 8:00 - loss: 590.4242 - logits_profile_predictions_loss: 538.8253 - logcount_predictions_loss: 3.2049  3/1548 [..............................] - ETA: 7:54 - loss: 600.6715 - logits_profile_predictions_loss: 549.0120 - logcount_predictions_loss: 3.2087 4/1548 [..............................] - ETA: 7:51 - loss: 610.0365 - logits_profile_predictions_loss: 559.2621 - logcount_predictions_loss: 3.1537 5/1548 [..............................] - ETA: 7:50 - loss: 651.0181 - logits_profile_predictions_loss: 601.2029 - logcount_predictions_loss: 3.0941 6/1548 [..............................] - ETA: 7:49 - loss: 670.4289 - logits_profile_predictions_loss: 621.3645 - logcount_predictions_loss: 3.0475 7/1548 [..............................] - ETA: 7:49 - loss: 681.6891 - logits_profile_predictions_loss: 632.9520 - logcount_predictions_loss: 3.0271 8/1548 [..............................] - ETA: 7:48 - loss: 687.4200 - logits_profile_predictions_loss: 638.8897 - logcount_predictions_loss: 3.0143 9/1548 [..............................] - ETA: 7:47 - loss: 690.1129 - logits_profile_predictions_loss: 641.7637 - logcount_predictions_loss: 3.0031 10/1548 [..............................] - ETA: 7:47 - loss: 691.3435 - logits_profile_predictions_loss: 643.1578 - logcount_predictions_loss: 2.9929 11/1548 [..............................] - ETA: 7:46 - loss: 690.5349 - logits_profile_predictions_loss: 642.7008 - logcount_predictions_loss: 2.9711 12/1548 [..............................] - ETA: 7:45 - loss: 688.4107 - logits_profile_predictions_loss: 640.9970 - logcount_predictions_loss: 2.9450 13/1548 [..............................] - ETA: 7:45 - loss: 686.1404 - logits_profile_predictions_loss: 639.1808 - logcount_predictions_loss: 2.9167 14/1548 [..............................] - ETA: 7:45 - loss: 683.7743 - logits_profile_predictions_loss: 637.2831 - logcount_predictions_loss: 2.8876 15/1548 [..............................] - ETA: 7:44 - loss: 681.0604 - logits_profile_predictions_loss: 635.0568 - logcount_predictions_loss: 2.8574 16/1548 [..............................] - ETA: 7:44 - loss: 678.6050 - logits_profile_predictions_loss: 633.0622 - logcount_predictions_loss: 2.8287 17/1548 [..............................] - ETA: 7:43 - loss: 675.8829 - logits_profile_predictions_loss: 630.7901 - logcount_predictions_loss: 2.8008 18/1548 [..............................] - ETA: 7:43 - loss: 673.2256 - logits_profile_predictions_loss: 628.5836 - logcount_predictions_loss: 2.7728 19/1548 [..............................] - ETA: 7:42 - loss: 670.5541 - logits_profile_predictions_loss: 626.3618 - logcount_predictions_loss: 2.7449 20/1548 [..............................] - ETA: 7:42 - loss: 667.8258 - logits_profile_predictions_loss: 624.0738 - logcount_predictions_loss: 2.7175 21/1548 [..............................] - ETA: 7:42 - loss: 665.0927 - logits_profile_predictions_loss: 621.7764 - logcount_predictions_loss: 2.6904 22/1548 [..............................] - ETA: 7:41 - loss: 662.2696 - logits_profile_predictions_loss: 619.3904 - logcount_predictions_loss: 2.6633 23/1548 [..............................] - ETA: 7:41 - loss: 659.5016 - logits_profile_predictions_loss: 617.0470 - logcount_predictions_loss: 2.6369 24/1548 [..............................] - ETA: 7:41 - loss: 656.6957 - logits_profile_predictions_loss: 614.6595 - logcount_predictions_loss: 2.6109 25/1548 [..............................] - ETA: 7:40 - loss: 654.0109 - logits_profile_predictions_loss: 612.3868 - logcount_predictions_loss: 2.5853 26/1548 [..............................] - ETA: 7:40 - loss: 651.3663 - logits_profile_predictions_loss: 610.1476 - logcount_predictions_loss: 2.5602 27/1548 [..............................] - ETA: 7:40 - loss: 648.8586 - logits_profile_predictions_loss: 608.0317 - logcount_predictions_loss: 2.5358 28/1548 [..............................] - ETA: 7:39 - loss: 646.5041 - logits_profile_predictions_loss: 606.0535 - logcount_predictions_loss: 2.5125 29/1548 [..............................] - ETA: 7:39 - loss: 644.2826 - logits_profile_predictions_loss: 604.1930 - logcount_predictions_loss: 2.4900 30/1548 [..............................] - ETA: 7:39 - loss: 642.1609 - logits_profile_predictions_loss: 602.4143 - logcount_predictions_loss: 2.4687 31/1548 [..............................] - ETA: 7:38 - loss: 640.0653 - logits_profile_predictions_loss: 600.6530 - logcount_predictions_loss: 2.4480 32/1548 [..............................] - ETA: 7:38 - loss: 637.9682 - logits_profile_predictions_loss: 598.8820 - logcount_predictions_loss: 2.4277 33/1548 [..............................] - ETA: 7:38 - loss: 636.0132 - logits_profile_predictions_loss: 597.2346 - logcount_predictions_loss: 2.4086 34/1548 [..............................] - ETA: 7:37 - loss: 634.1281 - logits_profile_predictions_loss: 595.6468 - logcount_predictions_loss: 2.3901 35/1548 [..............................] - ETA: 7:37 - loss: 632.2759 - logits_profile_predictions_loss: 594.0857 - logcount_predictions_loss: 2.3721 36/1548 [..............................] - ETA: 7:37 - loss: 630.4599 - logits_profile_predictions_loss: 592.5515 - logcount_predictions_loss: 2.3546 37/1548 [..............................] - ETA: 7:36 - loss: 628.6530 - logits_profile_predictions_loss: 591.0201 - logcount_predictions_loss: 2.3374 38/1548 [..............................] - ETA: 7:36 - loss: 626.8842 - logits_profile_predictions_loss: 589.5195 - logcount_predictions_loss: 2.3208 39/1548 [..............................] - ETA: 7:36 - loss: 625.2651 - logits_profile_predictions_loss: 588.1539 - logcount_predictions_loss: 2.3050 40/1548 [..............................] - ETA: 7:36 - loss: 623.7495 - logits_profile_predictions_loss: 586.8824 - logcount_predictions_loss: 2.2899 41/1548 [..............................] - ETA: 7:35 - loss: 622.3043 - logits_profile_predictions_loss: 585.6729 - logcount_predictions_loss: 2.2752 42/1548 [..............................] - ETA: 7:35 - loss: 620.9738 - logits_profile_predictions_loss: 584.5694 - logcount_predictions_loss: 2.2611 43/1548 [..............................] - ETA: 7:35 - loss: 619.6372 - logits_profile_predictions_loss: 583.4540 - logcount_predictions_loss: 2.2474 44/1548 [..............................] - ETA: 7:34 - loss: 618.2862 - logits_profile_predictions_loss: 582.3221 - logcount_predictions_loss: 2.2338 45/1548 [..............................] - ETA: 7:34 - loss: 617.0032 - logits_profile_predictions_loss: 581.2489 - logcount_predictions_loss: 2.2208 46/1548 [..............................] - ETA: 7:34 - loss: 615.7331 - logits_profile_predictions_loss: 580.1822 - logcount_predictions_loss: 2.2081 47/1548 [..............................] - ETA: 7:33 - loss: 614.5063 - logits_profile_predictions_loss: 579.1518 - logcount_predictions_loss: 2.1959 48/1548 [..............................] - ETA: 7:33 - loss: 613.2750 - logits_profile_predictions_loss: 578.1150 - logcount_predictions_loss: 2.1838 49/1548 [..............................] - ETA: 7:33 - loss: 612.0803 - logits_profile_predictions_loss: 577.1114 - logcount_predictions_loss: 2.1720 50/1548 [..............................] - ETA: 7:33 - loss: 610.8896 - logits_profile_predictions_loss: 576.1072 - logcount_predictions_loss: 2.1604 51/1548 [..............................] - ETA: 7:33 - loss: 609.7241 - logits_profile_predictions_loss: 575.1246 - logcount_predictions_loss: 2.1490 52/1548 [>.............................] - ETA: 7:32 - loss: 608.5729 - logits_profile_predictions_loss: 574.1533 - logcount_predictions_loss: 2.1379 53/1548 [>.............................] - ETA: 7:32 - loss: 607.4200 - logits_profile_predictions_loss: 573.1778 - logcount_predictions_loss: 2.1268 54/1548 [>.............................] - ETA: 7:32 - loss: 606.2904 - logits_profile_predictions_loss: 572.2222 - logcount_predictions_loss: 2.1160 55/1548 [>.............................] - ETA: 7:31 - loss: 605.1872 - logits_profile_predictions_loss: 571.2902 - logcount_predictions_loss: 2.1054 56/1548 [>.............................] - ETA: 7:31 - loss: 604.1328 - logits_profile_predictions_loss: 570.4031 - logcount_predictions_loss: 2.0950 57/1548 [>.............................] - ETA: 7:31 - loss: 603.1029 - logits_profile_predictions_loss: 569.5360 - logcount_predictions_loss: 2.0849 58/1548 [>.............................] - ETA: 7:31 - loss: 602.0810 - logits_profile_predictions_loss: 568.6732 - logcount_predictions_loss: 2.0750 59/1548 [>.............................] - ETA: 7:30 - loss: 601.0985 - logits_profile_predictions_loss: 567.8463 - logcount_predictions_loss: 2.0653 60/1548 [>.............................] - ETA: 7:30 - loss: 600.1513 - logits_profile_predictions_loss: 567.0508 - logcount_predictions_loss: 2.0559 61/1548 [>.............................] - ETA: 7:30 - loss: 599.2270 - logits_profile_predictions_loss: 566.2756 - logcount_predictions_loss: 2.0467 62/1548 [>.............................] - ETA: 7:29 - loss: 598.3319 - logits_profile_predictions_loss: 565.5266 - logcount_predictions_loss: 2.0376 63/1548 [>.............................] - ETA: 7:29 - loss: 597.4537 - logits_profile_predictions_loss: 564.7921 - logcount_predictions_loss: 2.0287 64/1548 [>.............................] - ETA: 7:29 - loss: 596.5989 - 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[>.............................] - ETA: 7:27 - loss: 591.1925 - logits_profile_predictions_loss: 559.5925 - logcount_predictions_loss: 1.9627 72/1548 [>.............................] - ETA: 7:26 - loss: 590.5066 - logits_profile_predictions_loss: 559.0290 - logcount_predictions_loss: 1.9551 73/1548 [>.............................] - ETA: 7:26 - loss: 589.8194 - logits_profile_predictions_loss: 558.4632 - logcount_predictions_loss: 1.9476 74/1548 [>.............................] - ETA: 7:26 - loss: 589.1554 - logits_profile_predictions_loss: 557.9181 - logcount_predictions_loss: 1.9402 75/1548 [>.............................] - ETA: 7:26 - loss: 588.4906 - logits_profile_predictions_loss: 557.3708 - logcount_predictions_loss: 1.9329 76/1548 [>.............................] - ETA: 7:25 - loss: 587.8230 - logits_profile_predictions_loss: 556.8191 - logcount_predictions_loss: 1.9257 77/1548 [>.............................] - ETA: 7:25 - loss: 587.1783 - logits_profile_predictions_loss: 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loss: 582.9726 - logits_profile_predictions_loss: 552.8369 - logcount_predictions_loss: 1.8718 85/1548 [>.............................] - ETA: 7:23 - loss: 582.4074 - logits_profile_predictions_loss: 552.3734 - logcount_predictions_loss: 1.8655 86/1548 [>.............................] - ETA: 7:22 - loss: 581.8477 - logits_profile_predictions_loss: 551.9134 - logcount_predictions_loss: 1.8593 87/1548 [>.............................] - ETA: 7:22 - loss: 581.3001 - logits_profile_predictions_loss: 551.4637 - logcount_predictions_loss: 1.8532 88/1548 [>.............................] - ETA: 7:22 - loss: 580.7525 - logits_profile_predictions_loss: 551.0132 - logcount_predictions_loss: 1.8472 89/1548 [>.............................] - ETA: 7:21 - loss: 580.2137 - logits_profile_predictions_loss: 550.5701 - logcount_predictions_loss: 1.8412 90/1548 [>.............................] - ETA: 7:21 - loss: 579.6915 - logits_profile_predictions_loss: 550.1418 - logcount_predictions_loss: 1.8354 91/1548 [>.............................] - ETA: 7:21 - loss: 579.1799 - logits_profile_predictions_loss: 549.7227 - logcount_predictions_loss: 1.8296 92/1548 [>.............................] - ETA: 7:21 - loss: 578.6758 - logits_profile_predictions_loss: 549.3101 - logcount_predictions_loss: 1.8239 93/1548 [>.............................] - ETA: 7:20 - loss: 578.1795 - logits_profile_predictions_loss: 548.9045 - logcount_predictions_loss: 1.8183 94/1548 [>.............................] - ETA: 7:20 - loss: 577.7003 - logits_profile_predictions_loss: 548.5148 - logcount_predictions_loss: 1.8128 95/1548 [>.............................] - ETA: 7:20 - loss: 577.2192 - logits_profile_predictions_loss: 548.1220 - logcount_predictions_loss: 1.8073 96/1548 [>.............................] - ETA: 7:19 - loss: 576.7424 - logits_profile_predictions_loss: 547.7323 - logcount_predictions_loss: 1.8019 97/1548 [>.............................] - ETA: 7:19 - loss: 576.2788 - logits_profile_predictions_loss: 547.3540 - logcount_predictions_loss: 1.7966 98/1548 [>.............................] - ETA: 7:19 - loss: 575.8265 - logits_profile_predictions_loss: 546.9851 - logcount_predictions_loss: 1.7914 99/1548 [>.............................] - ETA: 7:19 - loss: 575.3824 - logits_profile_predictions_loss: 546.6234 - logcount_predictions_loss: 1.7863 100/1548 [>.............................] - ETA: 7:18 - loss: 574.9501 - logits_profile_predictions_loss: 546.2722 - logcount_predictions_loss: 1.7812 101/1548 [>.............................] - ETA: 7:18 - loss: 574.5202 - logits_profile_predictions_loss: 545.9226 - logcount_predictions_loss: 1.7762 102/1548 [>.............................] - ETA: 7:18 - loss: 574.0931 - logits_profile_predictions_loss: 545.5745 - logcount_predictions_loss: 1.7713 103/1548 [>.............................] - ETA: 7:17 - loss: 573.6756 - logits_profile_predictions_loss: 545.2346 - logcount_predictions_loss: 1.7665 104/1548 [=>............................] - ETA: 7:17 - loss: 573.2628 - logits_profile_predictions_loss: 544.8984 - logcount_predictions_loss: 1.7618 105/1548 [=>............................] - ETA: 7:17 - loss: 572.8574 - logits_profile_predictions_loss: 544.5684 - logcount_predictions_loss: 1.7571 106/1548 [=>............................] - ETA: 7:16 - loss: 572.4612 - logits_profile_predictions_loss: 544.2464 - logcount_predictions_loss: 1.7525 107/1548 [=>............................] - ETA: 7:16 - loss: 572.0732 - logits_profile_predictions_loss: 543.9317 - logcount_predictions_loss: 1.7479 108/1548 [=>............................] - ETA: 7:16 - loss: 571.6888 - logits_profile_predictions_loss: 543.6193 - logcount_predictions_loss: 1.7434 109/1548 [=>............................] - ETA: 7:16 - loss: 571.3039 - logits_profile_predictions_loss: 543.3056 - logcount_predictions_loss: 1.7390 110/1548 [=>............................] - ETA: 7:15 - loss: 570.9257 - logits_profile_predictions_loss: 542.9975 - logcount_predictions_loss: 1.7347 111/1548 [=>............................] - ETA: 7:15 - loss: 570.5516 - logits_profile_predictions_loss: 542.6921 - logcount_predictions_loss: 1.7304 112/1548 [=>............................] - ETA: 7:15 - loss: 570.1761 - logits_profile_predictions_loss: 542.3846 - logcount_predictions_loss: 1.7262 113/1548 [=>............................] - ETA: 7:14 - loss: 569.8064 - logits_profile_predictions_loss: 542.0818 - logcount_predictions_loss: 1.7220 114/1548 [=>............................] - ETA: 7:14 - loss: 569.4395 - logits_profile_predictions_loss: 541.7810 - logcount_predictions_loss: 1.7179 115/1548 [=>............................] - ETA: 7:14 - loss: 569.0783 - logits_profile_predictions_loss: 541.4852 - logcount_predictions_loss: 1.7138 116/1548 [=>............................] - ETA: 7:14 - loss: 568.7160 - logits_profile_predictions_loss: 541.1878 - logcount_predictions_loss: 1.7098 117/1548 [=>............................] - ETA: 7:13 - loss: 568.3556 - logits_profile_predictions_loss: 540.8916 - logcount_predictions_loss: 1.7058 118/1548 [=>............................] - ETA: 7:13 - loss: 568.0008 - logits_profile_predictions_loss: 540.6000 - logcount_predictions_loss: 1.7019 119/1548 [=>............................] - ETA: 7:13 - loss: 567.6486 - logits_profile_predictions_loss: 540.3103 - logcount_predictions_loss: 1.6980 120/1548 [=>............................] - ETA: 7:12 - loss: 567.2999 - logits_profile_predictions_loss: 540.0234 - logcount_predictions_loss: 1.6942 121/1548 [=>............................] - ETA: 7:12 - loss: 566.9548 - logits_profile_predictions_loss: 539.7395 - logcount_predictions_loss: 1.6904 122/1548 [=>............................] - ETA: 7:12 - loss: 566.6093 - logits_profile_predictions_loss: 539.4545 - logcount_predictions_loss: 1.6866 123/1548 [=>............................] - ETA: 7:11 - loss: 566.2629 - logits_profile_predictions_loss: 539.1682 - logcount_predictions_loss: 1.6829 124/1548 [=>............................] - ETA: 7:11 - loss: 565.9247 - logits_profile_predictions_loss: 538.8895 - logcount_predictions_loss: 1.6792 125/1548 [=>............................] - ETA: 7:11 - loss: 565.5939 - logits_profile_predictions_loss: 538.6172 - logcount_predictions_loss: 1.6756 126/1548 [=>............................] - ETA: 7:11 - loss: 565.2658 - logits_profile_predictions_loss: 538.3469 - logcount_predictions_loss: 1.6720 127/1548 [=>............................] - ETA: 7:10 - loss: 564.9363 - logits_profile_predictions_loss: 538.0744 - logcount_predictions_loss: 1.6684 128/1548 [=>............................] - ETA: 7:10 - loss: 564.6081 - logits_profile_predictions_loss: 537.8025 - logcount_predictions_loss: 1.6649 129/1548 [=>............................] - ETA: 7:10 - loss: 564.2840 - logits_profile_predictions_loss: 537.5342 - logcount_predictions_loss: 1.6615 130/1548 [=>............................] - ETA: 7:09 - loss: 563.9593 - logits_profile_predictions_loss: 537.2647 - logcount_predictions_loss: 1.6580 131/1548 [=>............................] - ETA: 7:09 - loss: 563.6391 - logits_profile_predictions_loss: 536.9991 - logcount_predictions_loss: 1.6546 132/1548 [=>............................] - ETA: 7:09 - loss: 563.3229 - logits_profile_predictions_loss: 536.7370 - logcount_predictions_loss: 1.6513 133/1548 [=>............................] - ETA: 7:08 - loss: 563.0071 - logits_profile_predictions_loss: 536.4748 - logcount_predictions_loss: 1.6480 134/1548 [=>............................] - ETA: 7:08 - loss: 562.6939 - logits_profile_predictions_loss: 536.2145 - logcount_predictions_loss: 1.6447 135/1548 [=>............................] - ETA: 7:08 - loss: 562.3810 - logits_profile_predictions_loss: 535.9540 - logcount_predictions_loss: 1.6414 136/1548 [=>............................] - ETA: 7:08 - loss: 562.0681 - 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[=>............................] - ETA: 7:06 - loss: 559.9670 - logits_profile_predictions_loss: 533.9403 - logcount_predictions_loss: 1.6166 144/1548 [=>............................] - ETA: 7:05 - loss: 559.6762 - logits_profile_predictions_loss: 533.6973 - logcount_predictions_loss: 1.6136 145/1548 [=>............................] - ETA: 7:05 - loss: 559.3908 - logits_profile_predictions_loss: 533.4593 - logcount_predictions_loss: 1.6106 146/1548 [=>............................] - ETA: 7:05 - loss: 559.1072 - logits_profile_predictions_loss: 533.2225 - logcount_predictions_loss: 1.6077 147/1548 [=>............................] - ETA: 7:04 - loss: 558.8270 - logits_profile_predictions_loss: 532.9886 - logcount_predictions_loss: 1.6049 148/1548 [=>............................] - ETA: 7:04 - loss: 558.5516 - logits_profile_predictions_loss: 532.7589 - logcount_predictions_loss: 1.6020 149/1548 [=>............................] - ETA: 7:04 - loss: 558.2803 - 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[====>.........................] - ETA: 6:31 - loss: 535.5612 - logits_profile_predictions_loss: 513.2271 - logcount_predictions_loss: 1.3872 261/1548 [====>.........................] - ETA: 6:31 - loss: 535.4186 - logits_profile_predictions_loss: 513.1053 - logcount_predictions_loss: 1.3859 262/1548 [====>.........................] - ETA: 6:30 - loss: 535.2780 - logits_profile_predictions_loss: 512.9855 - logcount_predictions_loss: 1.3846 263/1548 [====>.........................] - ETA: 6:30 - loss: 535.1376 - logits_profile_predictions_loss: 512.8658 - logcount_predictions_loss: 1.3833 264/1548 [====>.........................] - ETA: 6:30 - loss: 534.9979 - logits_profile_predictions_loss: 512.7468 - logcount_predictions_loss: 1.3820 265/1548 [====>.........................] - ETA: 6:29 - loss: 534.8588 - logits_profile_predictions_loss: 512.6283 - logcount_predictions_loss: 1.3808 266/1548 [====>.........................] - ETA: 6:29 - loss: 534.7204 - 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[..............................] - ETA: 7:43 - loss: 393.7183 - logits_profile_predictions_loss: 384.8232 - logcount_predictions_loss: 0.5525 4/1548 [..............................] - ETA: 7:43 - loss: 400.0286 - logits_profile_predictions_loss: 391.2072 - logcount_predictions_loss: 0.5479 5/1548 [..............................] - ETA: 7:43 - loss: 405.4783 - logits_profile_predictions_loss: 396.6492 - logcount_predictions_loss: 0.5484 6/1548 [..............................] - ETA: 7:42 - loss: 407.9246 - logits_profile_predictions_loss: 399.1275 - logcount_predictions_loss: 0.5464 7/1548 [..............................] - ETA: 7:42 - loss: 411.2498 - logits_profile_predictions_loss: 402.3573 - logcount_predictions_loss: 0.5523 8/1548 [..............................] - ETA: 7:42 - loss: 413.9747 - logits_profile_predictions_loss: 405.0159 - logcount_predictions_loss: 0.5564 9/1548 [..............................] - ETA: 7:42 - loss: 416.8879 - logits_profile_predictions_loss: 407.8456 - logcount_predictions_loss: 0.5616 10/1548 [..............................] - ETA: 7:42 - loss: 418.8353 - logits_profile_predictions_loss: 409.7197 - logcount_predictions_loss: 0.5662 11/1548 [..............................] - ETA: 7:42 - loss: 420.3506 - logits_profile_predictions_loss: 411.1414 - logcount_predictions_loss: 0.5720 12/1548 [..............................] - ETA: 7:41 - loss: 421.3358 - logits_profile_predictions_loss: 412.0379 - logcount_predictions_loss: 0.5775 13/1548 [..............................] - ETA: 7:41 - loss: 421.8018 - logits_profile_predictions_loss: 412.4522 - logcount_predictions_loss: 0.5807 14/1548 [..............................] - ETA: 7:41 - loss: 422.0431 - logits_profile_predictions_loss: 412.6435 - logcount_predictions_loss: 0.5838 15/1548 [..............................] - ETA: 7:41 - loss: 422.1448 - logits_profile_predictions_loss: 412.7071 - logcount_predictions_loss: 0.5862 16/1548 [..............................] - ETA: 7:40 - loss: 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[..............................] - ETA: 7:39 - loss: 421.8703 - logits_profile_predictions_loss: 412.2617 - logcount_predictions_loss: 0.5968 24/1548 [..............................] - ETA: 7:38 - loss: 421.8137 - logits_profile_predictions_loss: 412.1897 - logcount_predictions_loss: 0.5978 25/1548 [..............................] - ETA: 7:38 - loss: 421.6940 - logits_profile_predictions_loss: 412.0592 - logcount_predictions_loss: 0.5984 26/1548 [..............................] - ETA: 7:38 - loss: 421.7051 - logits_profile_predictions_loss: 412.0626 - logcount_predictions_loss: 0.5989 27/1548 [..............................] - ETA: 7:37 - loss: 421.7532 - logits_profile_predictions_loss: 412.1002 - logcount_predictions_loss: 0.5996 28/1548 [..............................] - ETA: 7:37 - loss: 421.7708 - logits_profile_predictions_loss: 412.1073 - logcount_predictions_loss: 0.6002 29/1548 [..............................] - ETA: 7:37 - loss: 421.7069 - logits_profile_predictions_loss: 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[>.............................] - ETA: 7:29 - loss: 419.3019 - logits_profile_predictions_loss: 409.4463 - logcount_predictions_loss: 0.6122 57/1548 [>.............................] - ETA: 7:29 - loss: 419.1865 - logits_profile_predictions_loss: 409.3308 - logcount_predictions_loss: 0.6122 58/1548 [>.............................] - ETA: 7:29 - loss: 419.0799 - logits_profile_predictions_loss: 409.2250 - logcount_predictions_loss: 0.6121 59/1548 [>.............................] - ETA: 7:29 - loss: 418.9673 - logits_profile_predictions_loss: 409.1132 - logcount_predictions_loss: 0.6121 60/1548 [>.............................] - ETA: 7:28 - loss: 418.8646 - logits_profile_predictions_loss: 409.0107 - logcount_predictions_loss: 0.6120 61/1548 [>.............................] - ETA: 7:28 - loss: 418.7778 - logits_profile_predictions_loss: 408.9239 - logcount_predictions_loss: 0.6121 62/1548 [>.............................] - ETA: 7:28 - loss: 418.7092 - logits_profile_predictions_loss: 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- loss: 417.4494 - logits_profile_predictions_loss: 407.6191 - logcount_predictions_loss: 0.6106 103/1548 [>.............................] - ETA: 7:16 - loss: 417.4349 - logits_profile_predictions_loss: 407.6046 - logcount_predictions_loss: 0.6106 104/1548 [=>............................] - ETA: 7:16 - loss: 417.4274 - logits_profile_predictions_loss: 407.5971 - logcount_predictions_loss: 0.6106 105/1548 [=>............................] - ETA: 7:15 - loss: 417.4213 - logits_profile_predictions_loss: 407.5912 - logcount_predictions_loss: 0.6106 106/1548 [=>............................] - ETA: 7:15 - loss: 417.4128 - logits_profile_predictions_loss: 407.5831 - logcount_predictions_loss: 0.6105 107/1548 [=>............................] - ETA: 7:15 - loss: 417.4093 - logits_profile_predictions_loss: 407.5801 - logcount_predictions_loss: 0.6105 108/1548 [=>............................] - ETA: 7:14 - loss: 417.4038 - logits_profile_predictions_loss: 407.5752 - logcount_predictions_loss: 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[============================>.] - ETA: 0s - loss: 416.2193 - logits_profile_predictions_loss: 406.3670 - logcount_predictions_loss: 0.6119 1547/1548 [============================>.] - ETA: 0s - loss: 416.2181 - logits_profile_predictions_loss: 406.3660 - logcount_predictions_loss: 0.6119 1548/1548 [==============================] - ETA: 0s - loss: 416.2169 - logits_profile_predictions_loss: 406.3649 - logcount_predictions_loss: 0.6119 1548/1548 [==============================] - 498s 322ms/step - loss: 416.2157 - logits_profile_predictions_loss: 406.3639 - logcount_predictions_loss: 0.6119 - val_loss: 424.8107 - val_logits_profile_predictions_loss: 416.2801 - val_logcount_predictions_loss: 0.5298 Epoch 00002: val_loss improved from 434.62387 to 424.81067, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 3/50 1/1548 [..............................] - ETA: 8:11 - loss: 439.7099 - 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[..............................] - ETA: 7:58 - loss: 409.6531 - logits_profile_predictions_loss: 401.1475 - logcount_predictions_loss: 0.5283 9/1548 [..............................] - ETA: 7:58 - loss: 409.3972 - logits_profile_predictions_loss: 400.9317 - logcount_predictions_loss: 0.5258 10/1548 [..............................] - ETA: 7:57 - loss: 408.9710 - logits_profile_predictions_loss: 400.5194 - logcount_predictions_loss: 0.5249 11/1548 [..............................] - ETA: 7:57 - loss: 408.2843 - logits_profile_predictions_loss: 399.8586 - logcount_predictions_loss: 0.5233 12/1548 [..............................] - ETA: 7:57 - loss: 407.9055 - logits_profile_predictions_loss: 399.4808 - logcount_predictions_loss: 0.5233 13/1548 [..............................] - ETA: 7:57 - loss: 407.4915 - logits_profile_predictions_loss: 399.0566 - logcount_predictions_loss: 0.5239 14/1548 [..............................] - ETA: 7:56 - loss: 407.3568 - logits_profile_predictions_loss: 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[..............................] - ETA: 7:48 - loss: 402.8110 - logits_profile_predictions_loss: 394.3566 - logcount_predictions_loss: 0.5251 42/1548 [..............................] - ETA: 7:48 - loss: 402.7562 - logits_profile_predictions_loss: 394.3000 - logcount_predictions_loss: 0.5252 43/1548 [..............................] - ETA: 7:48 - loss: 402.6921 - logits_profile_predictions_loss: 394.2348 - logcount_predictions_loss: 0.5253 44/1548 [..............................] - ETA: 7:47 - loss: 402.6168 - logits_profile_predictions_loss: 394.1583 - logcount_predictions_loss: 0.5254 45/1548 [..............................] - ETA: 7:47 - loss: 402.5317 - logits_profile_predictions_loss: 394.0723 - logcount_predictions_loss: 0.5254 46/1548 [..............................] - ETA: 7:47 - loss: 402.4486 - logits_profile_predictions_loss: 393.9888 - logcount_predictions_loss: 0.5255 47/1548 [..............................] - ETA: 7:46 - loss: 402.3715 - logits_profile_predictions_loss: 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[=====>........................] - ETA: 6:19 - loss: 402.2693 - logits_profile_predictions_loss: 393.6942 - logcount_predictions_loss: 0.5326 329/1548 [=====>........................] - ETA: 6:19 - loss: 402.2701 - logits_profile_predictions_loss: 393.6949 - logcount_predictions_loss: 0.5326 330/1548 [=====>........................] - ETA: 6:19 - loss: 402.2706 - logits_profile_predictions_loss: 393.6953 - logcount_predictions_loss: 0.5326 331/1548 [=====>........................] - ETA: 6:18 - loss: 402.2712 - logits_profile_predictions_loss: 393.6958 - logcount_predictions_loss: 0.5326 332/1548 [=====>........................] - ETA: 6:18 - loss: 402.2713 - logits_profile_predictions_loss: 393.6958 - logcount_predictions_loss: 0.5326 333/1548 [=====>........................] - ETA: 6:18 - loss: 402.2714 - logits_profile_predictions_loss: 393.6958 - logcount_predictions_loss: 0.5326 334/1548 [=====>........................] - ETA: 6:18 - loss: 402.2717 - 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[============================>.] - ETA: 1s - loss: 401.4848 - logits_profile_predictions_loss: 392.8061 - logcount_predictions_loss: 0.5390 1545/1548 [============================>.] - ETA: 0s - loss: 401.4849 - logits_profile_predictions_loss: 392.8063 - logcount_predictions_loss: 0.5390 1546/1548 [============================>.] - ETA: 0s - loss: 401.4850 - logits_profile_predictions_loss: 392.8065 - logcount_predictions_loss: 0.5390 1547/1548 [============================>.] - ETA: 0s - loss: 401.4851 - logits_profile_predictions_loss: 392.8066 - logcount_predictions_loss: 0.5390 1548/1548 [==============================] - ETA: 0s - loss: 401.4852 - logits_profile_predictions_loss: 392.8067 - logcount_predictions_loss: 0.5390 1548/1548 [==============================] - 503s 325ms/step - loss: 401.4853 - logits_profile_predictions_loss: 392.8069 - logcount_predictions_loss: 0.5390 - val_loss: 414.5403 - val_logits_profile_predictions_loss: 406.3008 - val_logcount_predictions_loss: 0.5118 Epoch 00003: val_loss improved from 424.81067 to 414.54034, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 4/50 1/1548 [..............................] - ETA: 8:13 - loss: 363.6547 - logits_profile_predictions_loss: 356.7528 - logcount_predictions_loss: 0.4287 2/1548 [..............................] - ETA: 7:58 - loss: 380.1490 - logits_profile_predictions_loss: 373.0956 - logcount_predictions_loss: 0.4381 3/1548 [..............................] - ETA: 7:58 - loss: 388.2916 - logits_profile_predictions_loss: 381.1311 - logcount_predictions_loss: 0.4448 4/1548 [..............................] - ETA: 7:58 - loss: 387.8944 - logits_profile_predictions_loss: 380.7756 - logcount_predictions_loss: 0.4422 5/1548 [..............................] - ETA: 7:58 - loss: 390.5771 - logits_profile_predictions_loss: 383.4268 - logcount_predictions_loss: 0.4441 6/1548 [..............................] - ETA: 7:58 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[..............................] - ETA: 7:53 - loss: 400.9696 - logits_profile_predictions_loss: 392.9900 - logcount_predictions_loss: 0.4956 27/1548 [..............................] - ETA: 7:52 - loss: 400.9344 - logits_profile_predictions_loss: 392.9293 - logcount_predictions_loss: 0.4972 28/1548 [..............................] - ETA: 7:52 - loss: 400.8480 - logits_profile_predictions_loss: 392.8222 - logcount_predictions_loss: 0.4985 29/1548 [..............................] - ETA: 7:52 - loss: 400.7861 - logits_profile_predictions_loss: 392.7412 - logcount_predictions_loss: 0.4997 30/1548 [..............................] - ETA: 7:51 - loss: 400.6645 - logits_profile_predictions_loss: 392.6021 - logcount_predictions_loss: 0.5008 31/1548 [..............................] - ETA: 7:51 - loss: 400.6094 - logits_profile_predictions_loss: 392.5318 - logcount_predictions_loss: 0.5017 32/1548 [..............................] - ETA: 7:51 - loss: 400.5217 - logits_profile_predictions_loss: 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[===========================>..] - ETA: 18s - loss: 396.5553 - logits_profile_predictions_loss: 388.5493 - logcount_predictions_loss: 0.4973 1491/1548 [===========================>..] - ETA: 17s - loss: 396.5534 - logits_profile_predictions_loss: 388.5475 - logcount_predictions_loss: 0.4973 1492/1548 [===========================>..] - ETA: 17s - loss: 396.5515 - logits_profile_predictions_loss: 388.5457 - logcount_predictions_loss: 0.4972 1493/1548 [===========================>..] - ETA: 17s - loss: 396.5495 - logits_profile_predictions_loss: 388.5438 - logcount_predictions_loss: 0.4972 1494/1548 [===========================>..] - ETA: 16s - loss: 396.5476 - logits_profile_predictions_loss: 388.5420 - logcount_predictions_loss: 0.4972 1495/1548 [===========================>..] - ETA: 16s - loss: 396.5457 - logits_profile_predictions_loss: 388.5402 - logcount_predictions_loss: 0.4972 1496/1548 [===========================>..] - ETA: 16s - loss: 396.5437 - logits_profile_predictions_loss: 388.5384 - logcount_predictions_loss: 0.4972 1497/1548 [============================>.] - ETA: 15s - loss: 396.5417 - logits_profile_predictions_loss: 388.5365 - logcount_predictions_loss: 0.4972 1498/1548 [============================>.] - ETA: 15s - loss: 396.5398 - logits_profile_predictions_loss: 388.5347 - logcount_predictions_loss: 0.4972 1499/1548 [============================>.] - ETA: 15s - loss: 396.5378 - logits_profile_predictions_loss: 388.5329 - logcount_predictions_loss: 0.4972 1500/1548 [============================>.] - ETA: 15s - loss: 396.5359 - logits_profile_predictions_loss: 388.5310 - logcount_predictions_loss: 0.4972 1501/1548 [============================>.] - ETA: 14s - loss: 396.5340 - logits_profile_predictions_loss: 388.5292 - logcount_predictions_loss: 0.4972 1502/1548 [============================>.] - ETA: 14s - loss: 396.5320 - logits_profile_predictions_loss: 388.5274 - logcount_predictions_loss: 0.4972 1503/1548 [============================>.] - ETA: 14s - loss: 396.5301 - logits_profile_predictions_loss: 388.5256 - logcount_predictions_loss: 0.4972 1504/1548 [============================>.] - ETA: 13s - loss: 396.5282 - logits_profile_predictions_loss: 388.5238 - logcount_predictions_loss: 0.4972 1505/1548 [============================>.] - ETA: 13s - loss: 396.5262 - logits_profile_predictions_loss: 388.5219 - logcount_predictions_loss: 0.4972 1506/1548 [============================>.] - ETA: 13s - loss: 396.5243 - logits_profile_predictions_loss: 388.5201 - logcount_predictions_loss: 0.4971 1507/1548 [============================>.] - ETA: 12s - loss: 396.5223 - logits_profile_predictions_loss: 388.5183 - logcount_predictions_loss: 0.4971 1508/1548 [============================>.] - ETA: 12s - loss: 396.5204 - logits_profile_predictions_loss: 388.5165 - logcount_predictions_loss: 0.4971 1509/1548 [============================>.] - ETA: 12s - loss: 396.5184 - logits_profile_predictions_loss: 388.5146 - logcount_predictions_loss: 0.4971 1510/1548 [============================>.] - ETA: 11s - loss: 396.5165 - logits_profile_predictions_loss: 388.5128 - logcount_predictions_loss: 0.4971 1511/1548 [============================>.] - ETA: 11s - loss: 396.5146 - logits_profile_predictions_loss: 388.5110 - logcount_predictions_loss: 0.4971 1512/1548 [============================>.] - ETA: 11s - loss: 396.5126 - logits_profile_predictions_loss: 388.5092 - logcount_predictions_loss: 0.4971 1513/1548 [============================>.] - ETA: 10s - loss: 396.5107 - logits_profile_predictions_loss: 388.5073 - logcount_predictions_loss: 0.4971 1514/1548 [============================>.] - ETA: 10s - loss: 396.5087 - logits_profile_predictions_loss: 388.5055 - logcount_predictions_loss: 0.4971 1515/1548 [============================>.] - ETA: 10s - loss: 396.5068 - logits_profile_predictions_loss: 388.5037 - logcount_predictions_loss: 0.4971 1516/1548 [============================>.] - ETA: 10s - loss: 396.5048 - logits_profile_predictions_loss: 388.5018 - logcount_predictions_loss: 0.4971 1517/1548 [============================>.] - ETA: 9s - loss: 396.5029 - logits_profile_predictions_loss: 388.5000 - logcount_predictions_loss: 0.4971  1518/1548 [============================>.] - ETA: 9s - loss: 396.5009 - logits_profile_predictions_loss: 388.4982 - logcount_predictions_loss: 0.4971 1519/1548 [============================>.] - ETA: 9s - loss: 396.4990 - logits_profile_predictions_loss: 388.4963 - logcount_predictions_loss: 0.4971 1520/1548 [============================>.] - ETA: 8s - loss: 396.4970 - logits_profile_predictions_loss: 388.4944 - logcount_predictions_loss: 0.4970 1521/1548 [============================>.] - ETA: 8s - loss: 396.4950 - logits_profile_predictions_loss: 388.4926 - logcount_predictions_loss: 0.4970 1522/1548 [============================>.] - ETA: 8s - loss: 396.4931 - logits_profile_predictions_loss: 388.4908 - logcount_predictions_loss: 0.4970 1523/1548 [============================>.] - ETA: 7s - loss: 396.4911 - logits_profile_predictions_loss: 388.4889 - logcount_predictions_loss: 0.4970 1524/1548 [============================>.] - ETA: 7s - loss: 396.4892 - logits_profile_predictions_loss: 388.4871 - logcount_predictions_loss: 0.4970 1525/1548 [============================>.] - ETA: 7s - loss: 396.4873 - logits_profile_predictions_loss: 388.4853 - logcount_predictions_loss: 0.4970 1526/1548 [============================>.] - ETA: 6s - loss: 396.4854 - logits_profile_predictions_loss: 388.4835 - logcount_predictions_loss: 0.4970 1527/1548 [============================>.] - ETA: 6s - loss: 396.4834 - logits_profile_predictions_loss: 388.4817 - logcount_predictions_loss: 0.4970 1528/1548 [============================>.] - ETA: 6s - loss: 396.4815 - logits_profile_predictions_loss: 388.4799 - logcount_predictions_loss: 0.4970 1529/1548 [============================>.] - ETA: 5s - loss: 396.4796 - logits_profile_predictions_loss: 388.4781 - logcount_predictions_loss: 0.4970 1530/1548 [============================>.] - ETA: 5s - loss: 396.4777 - logits_profile_predictions_loss: 388.4763 - logcount_predictions_loss: 0.4970 1531/1548 [============================>.] - ETA: 5s - loss: 396.4758 - logits_profile_predictions_loss: 388.4745 - logcount_predictions_loss: 0.4970 1532/1548 [============================>.] - ETA: 5s - loss: 396.4739 - logits_profile_predictions_loss: 388.4727 - logcount_predictions_loss: 0.4970 1533/1548 [============================>.] - ETA: 4s - loss: 396.4720 - logits_profile_predictions_loss: 388.4709 - logcount_predictions_loss: 0.4970 1534/1548 [============================>.] - ETA: 4s - loss: 396.4702 - logits_profile_predictions_loss: 388.4691 - logcount_predictions_loss: 0.4970 1535/1548 [============================>.] - ETA: 4s - loss: 396.4683 - logits_profile_predictions_loss: 388.4674 - logcount_predictions_loss: 0.4969 1536/1548 [============================>.] - ETA: 3s - loss: 396.4664 - logits_profile_predictions_loss: 388.4656 - logcount_predictions_loss: 0.4969 1537/1548 [============================>.] - ETA: 3s - loss: 396.4645 - logits_profile_predictions_loss: 388.4638 - logcount_predictions_loss: 0.4969 1538/1548 [============================>.] - ETA: 3s - loss: 396.4626 - logits_profile_predictions_loss: 388.4620 - logcount_predictions_loss: 0.4969 1539/1548 [============================>.] - ETA: 2s - loss: 396.4608 - logits_profile_predictions_loss: 388.4603 - logcount_predictions_loss: 0.4969 1540/1548 [============================>.] - ETA: 2s - loss: 396.4589 - logits_profile_predictions_loss: 388.4585 - logcount_predictions_loss: 0.4969 1541/1548 [============================>.] - ETA: 2s - loss: 396.4570 - logits_profile_predictions_loss: 388.4568 - logcount_predictions_loss: 0.4969 1542/1548 [============================>.] - ETA: 1s - loss: 396.4552 - logits_profile_predictions_loss: 388.4550 - logcount_predictions_loss: 0.4969 1543/1548 [============================>.] - ETA: 1s - loss: 396.4534 - logits_profile_predictions_loss: 388.4533 - logcount_predictions_loss: 0.4969 1544/1548 [============================>.] - ETA: 1s - loss: 396.4515 - logits_profile_predictions_loss: 388.4515 - logcount_predictions_loss: 0.4969 1545/1548 [============================>.] - ETA: 0s - loss: 396.4497 - logits_profile_predictions_loss: 388.4498 - logcount_predictions_loss: 0.4969 1546/1548 [============================>.] - ETA: 0s - loss: 396.4479 - logits_profile_predictions_loss: 388.4481 - logcount_predictions_loss: 0.4969 1547/1548 [============================>.] - ETA: 0s - loss: 396.4460 - logits_profile_predictions_loss: 388.4463 - logcount_predictions_loss: 0.4969 1548/1548 [==============================] - ETA: 0s - loss: 396.4442 - logits_profile_predictions_loss: 388.4446 - logcount_predictions_loss: 0.4969 1548/1548 [==============================] - 503s 325ms/step - loss: 396.4424 - logits_profile_predictions_loss: 388.4429 - logcount_predictions_loss: 0.4969 - val_loss: 417.9186 - val_logits_profile_predictions_loss: 407.9600 - val_logcount_predictions_loss: 0.6186 Epoch 00004: val_loss did not improve from 414.54034 Epoch 5/50 1/1548 [..............................] - ETA: 8:10 - loss: 367.3428 - logits_profile_predictions_loss: 359.9124 - logcount_predictions_loss: 0.4615 2/1548 [..............................] - ETA: 7:58 - loss: 374.8343 - logits_profile_predictions_loss: 367.0761 - logcount_predictions_loss: 0.4819 3/1548 [..............................] - ETA: 7:58 - loss: 381.3833 - logits_profile_predictions_loss: 373.0405 - logcount_predictions_loss: 0.5182 4/1548 [..............................] - ETA: 7:59 - loss: 383.8941 - logits_profile_predictions_loss: 375.3957 - logcount_predictions_loss: 0.5278 5/1548 [..............................] - ETA: 7:58 - loss: 383.3459 - logits_profile_predictions_loss: 374.7791 - logcount_predictions_loss: 0.5321 6/1548 [..............................] - ETA: 7:58 - loss: 382.7775 - logits_profile_predictions_loss: 374.1598 - logcount_predictions_loss: 0.5353 7/1548 [..............................] - ETA: 7:58 - loss: 382.7285 - logits_profile_predictions_loss: 374.0808 - logcount_predictions_loss: 0.5371 8/1548 [..............................] - ETA: 7:58 - loss: 382.4281 - logits_profile_predictions_loss: 373.8011 - logcount_predictions_loss: 0.5358 9/1548 [..............................] - ETA: 7:58 - loss: 382.6289 - logits_profile_predictions_loss: 373.9851 - logcount_predictions_loss: 0.5369 10/1548 [..............................] - ETA: 7:57 - loss: 382.9152 - logits_profile_predictions_loss: 374.2746 - logcount_predictions_loss: 0.5367 11/1548 [..............................] - ETA: 7:57 - loss: 382.7826 - logits_profile_predictions_loss: 374.1673 - logcount_predictions_loss: 0.5351 12/1548 [..............................] - ETA: 7:57 - loss: 383.2010 - logits_profile_predictions_loss: 374.6010 - logcount_predictions_loss: 0.5342 13/1548 [..............................] - ETA: 7:57 - loss: 383.3121 - logits_profile_predictions_loss: 374.7325 - logcount_predictions_loss: 0.5329 14/1548 [..............................] - ETA: 7:56 - loss: 383.3983 - logits_profile_predictions_loss: 374.8350 - logcount_predictions_loss: 0.5319 15/1548 [..............................] - ETA: 7:56 - loss: 383.4595 - logits_profile_predictions_loss: 374.9186 - logcount_predictions_loss: 0.5305 16/1548 [..............................] - ETA: 7:56 - loss: 383.5885 - logits_profile_predictions_loss: 375.0715 - logcount_predictions_loss: 0.5290 17/1548 [..............................] - ETA: 7:55 - loss: 383.7338 - logits_profile_predictions_loss: 375.2379 - logcount_predictions_loss: 0.5277 18/1548 [..............................] - ETA: 7:55 - loss: 383.9313 - logits_profile_predictions_loss: 375.4455 - logcount_predictions_loss: 0.5271 19/1548 [..............................] - ETA: 7:55 - loss: 384.0239 - logits_profile_predictions_loss: 375.5423 - logcount_predictions_loss: 0.5268 20/1548 [..............................] - ETA: 7:54 - loss: 384.1634 - logits_profile_predictions_loss: 375.6866 - logcount_predictions_loss: 0.5265 21/1548 [..............................] - ETA: 7:54 - loss: 384.3153 - logits_profile_predictions_loss: 375.8443 - logcount_predictions_loss: 0.5262 22/1548 [..............................] - ETA: 7:54 - loss: 384.4756 - logits_profile_predictions_loss: 376.0128 - logcount_predictions_loss: 0.5256 23/1548 [..............................] - ETA: 7:54 - loss: 384.5884 - logits_profile_predictions_loss: 376.1365 - logcount_predictions_loss: 0.5250 24/1548 [..............................] - ETA: 7:53 - loss: 384.7226 - logits_profile_predictions_loss: 376.2838 - logcount_predictions_loss: 0.5241 25/1548 [..............................] - ETA: 7:53 - loss: 384.8077 - logits_profile_predictions_loss: 376.3845 - logcount_predictions_loss: 0.5232 26/1548 [..............................] - ETA: 7:53 - loss: 384.9204 - logits_profile_predictions_loss: 376.5108 - logcount_predictions_loss: 0.5223 27/1548 [..............................] - ETA: 7:52 - loss: 385.0472 - logits_profile_predictions_loss: 376.6475 - logcount_predictions_loss: 0.5217 28/1548 [..............................] - ETA: 7:52 - loss: 385.1418 - logits_profile_predictions_loss: 376.7502 - logcount_predictions_loss: 0.5212 29/1548 [..............................] - ETA: 7:52 - loss: 385.2090 - logits_profile_predictions_loss: 376.8262 - logcount_predictions_loss: 0.5207 30/1548 [..............................] - ETA: 7:51 - loss: 385.2663 - logits_profile_predictions_loss: 376.8917 - logcount_predictions_loss: 0.5202 31/1548 [..............................] - ETA: 7:51 - loss: 385.3769 - logits_profile_predictions_loss: 377.0099 - logcount_predictions_loss: 0.5197 32/1548 [..............................] - ETA: 7:51 - loss: 385.4770 - logits_profile_predictions_loss: 377.1179 - logcount_predictions_loss: 0.5192 33/1548 [..............................] - ETA: 7:51 - loss: 385.5399 - logits_profile_predictions_loss: 377.1909 - logcount_predictions_loss: 0.5186 34/1548 [..............................] - ETA: 7:50 - loss: 385.6107 - logits_profile_predictions_loss: 377.2710 - logcount_predictions_loss: 0.5180 35/1548 [..............................] - ETA: 7:50 - loss: 385.6675 - logits_profile_predictions_loss: 377.3364 - logcount_predictions_loss: 0.5175 36/1548 [..............................] - ETA: 7:50 - loss: 385.6889 - logits_profile_predictions_loss: 377.3654 - logcount_predictions_loss: 0.5170 37/1548 [..............................] - ETA: 7:49 - loss: 385.6978 - logits_profile_predictions_loss: 377.3831 - logcount_predictions_loss: 0.5164 38/1548 [..............................] - ETA: 7:49 - loss: 385.6897 - logits_profile_predictions_loss: 377.3837 - logcount_predictions_loss: 0.5159 39/1548 [..............................] - ETA: 7:49 - loss: 385.6796 - logits_profile_predictions_loss: 377.3832 - logcount_predictions_loss: 0.5153 40/1548 [..............................] - ETA: 7:48 - loss: 385.6582 - logits_profile_predictions_loss: 377.3731 - logcount_predictions_loss: 0.5146 41/1548 [..............................] - ETA: 7:48 - loss: 385.5908 - logits_profile_predictions_loss: 377.3164 - logcount_predictions_loss: 0.5139 42/1548 [..............................] - ETA: 7:48 - loss: 385.5332 - logits_profile_predictions_loss: 377.2699 - logcount_predictions_loss: 0.5132 43/1548 [..............................] - ETA: 7:48 - loss: 385.4745 - logits_profile_predictions_loss: 377.2213 - logcount_predictions_loss: 0.5126 44/1548 [..............................] - ETA: 7:47 - loss: 385.4472 - logits_profile_predictions_loss: 377.2029 - logcount_predictions_loss: 0.5121 45/1548 [..............................] - ETA: 7:47 - loss: 385.4150 - logits_profile_predictions_loss: 377.1794 - logcount_predictions_loss: 0.5115 46/1548 [..............................] - ETA: 7:47 - loss: 385.3749 - logits_profile_predictions_loss: 377.1489 - logcount_predictions_loss: 0.5109 47/1548 [..............................] - ETA: 7:46 - loss: 385.3342 - logits_profile_predictions_loss: 377.1177 - logcount_predictions_loss: 0.5103 48/1548 [..............................] - ETA: 7:46 - loss: 385.2907 - logits_profile_predictions_loss: 377.0837 - logcount_predictions_loss: 0.5097 49/1548 [..............................] - ETA: 7:46 - loss: 385.2313 - logits_profile_predictions_loss: 377.0342 - logcount_predictions_loss: 0.5091 50/1548 [..............................] - ETA: 7:45 - loss: 385.1587 - logits_profile_predictions_loss: 376.9716 - logcount_predictions_loss: 0.5085 51/1548 [..............................] - ETA: 7:45 - loss: 385.0892 - logits_profile_predictions_loss: 376.9123 - logcount_predictions_loss: 0.5079 52/1548 [>.............................] - ETA: 7:45 - loss: 385.0311 - logits_profile_predictions_loss: 376.8642 - logcount_predictions_loss: 0.5073 53/1548 [>.............................] - ETA: 7:44 - loss: 384.9699 - logits_profile_predictions_loss: 376.8125 - logcount_predictions_loss: 0.5067 54/1548 [>.............................] - ETA: 7:44 - loss: 384.9171 - logits_profile_predictions_loss: 376.7690 - logcount_predictions_loss: 0.5061 55/1548 [>.............................] - ETA: 7:44 - loss: 384.8703 - logits_profile_predictions_loss: 376.7309 - logcount_predictions_loss: 0.5056 56/1548 [>.............................] - ETA: 7:44 - loss: 384.8188 - logits_profile_predictions_loss: 376.6871 - logcount_predictions_loss: 0.5051 57/1548 [>.............................] - ETA: 7:43 - loss: 384.7738 - logits_profile_predictions_loss: 376.6502 - logcount_predictions_loss: 0.5046 58/1548 [>.............................] - ETA: 7:43 - loss: 384.7308 - logits_profile_predictions_loss: 376.6160 - logcount_predictions_loss: 0.5040 59/1548 [>.............................] - ETA: 7:43 - loss: 384.6907 - logits_profile_predictions_loss: 376.5844 - logcount_predictions_loss: 0.5035 60/1548 [>.............................] - ETA: 7:42 - loss: 384.6558 - logits_profile_predictions_loss: 376.5581 - logcount_predictions_loss: 0.5030 61/1548 [>.............................] - ETA: 7:42 - loss: 384.6176 - logits_profile_predictions_loss: 376.5289 - logcount_predictions_loss: 0.5024 62/1548 [>.............................] - ETA: 7:42 - loss: 384.5669 - logits_profile_predictions_loss: 376.4864 - logcount_predictions_loss: 0.5019 63/1548 [>.............................] - ETA: 7:41 - loss: 384.5028 - logits_profile_predictions_loss: 376.4305 - logcount_predictions_loss: 0.5014 64/1548 [>.............................] - ETA: 7:41 - loss: 384.4457 - logits_profile_predictions_loss: 376.3809 - logcount_predictions_loss: 0.5009 65/1548 [>.............................] - ETA: 7:41 - loss: 384.3879 - logits_profile_predictions_loss: 376.3298 - logcount_predictions_loss: 0.5005 66/1548 [>.............................] - ETA: 7:41 - loss: 384.3313 - logits_profile_predictions_loss: 376.2795 - logcount_predictions_loss: 0.5001 67/1548 [>.............................] - ETA: 7:40 - loss: 384.2875 - logits_profile_predictions_loss: 376.2422 - logcount_predictions_loss: 0.4997 68/1548 [>.............................] - ETA: 7:40 - loss: 384.2377 - logits_profile_predictions_loss: 376.1985 - logcount_predictions_loss: 0.4993 69/1548 [>.............................] - ETA: 7:40 - loss: 384.1961 - logits_profile_predictions_loss: 376.1627 - logcount_predictions_loss: 0.4990 70/1548 [>.............................] - ETA: 7:39 - loss: 384.1577 - logits_profile_predictions_loss: 376.1302 - logcount_predictions_loss: 0.4986 71/1548 [>.............................] - ETA: 7:39 - loss: 384.1298 - logits_profile_predictions_loss: 376.1080 - logcount_predictions_loss: 0.4982 72/1548 [>.............................] - ETA: 7:39 - loss: 384.1110 - logits_profile_predictions_loss: 376.0945 - logcount_predictions_loss: 0.4979 73/1548 [>.............................] - ETA: 7:38 - loss: 384.0980 - logits_profile_predictions_loss: 376.0866 - logcount_predictions_loss: 0.4976 74/1548 [>.............................] - ETA: 7:38 - loss: 384.0886 - logits_profile_predictions_loss: 376.0826 - logcount_predictions_loss: 0.4973 75/1548 [>.............................] - ETA: 7:38 - loss: 384.0770 - logits_profile_predictions_loss: 376.0764 - logcount_predictions_loss: 0.4969 76/1548 [>.............................] - ETA: 7:38 - loss: 384.0756 - logits_profile_predictions_loss: 376.0803 - logcount_predictions_loss: 0.4966 77/1548 [>.............................] - ETA: 7:37 - loss: 384.0751 - logits_profile_predictions_loss: 376.0848 - logcount_predictions_loss: 0.4963 78/1548 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logits_profile_predictions_loss: 378.0826 - logcount_predictions_loss: 0.4865 209/1548 [===>..........................] - ETA: 6:57 - loss: 385.9338 - logits_profile_predictions_loss: 378.1005 - logcount_predictions_loss: 0.4865 210/1548 [===>..........................] - ETA: 6:56 - loss: 385.9529 - logits_profile_predictions_loss: 378.1197 - logcount_predictions_loss: 0.4865 211/1548 [===>..........................] - ETA: 6:56 - loss: 385.9724 - logits_profile_predictions_loss: 378.1392 - logcount_predictions_loss: 0.4865 212/1548 [===>..........................] - ETA: 6:56 - loss: 385.9924 - logits_profile_predictions_loss: 378.1590 - logcount_predictions_loss: 0.4865 213/1548 [===>..........................] - ETA: 6:55 - loss: 386.0117 - logits_profile_predictions_loss: 378.1781 - logcount_predictions_loss: 0.4866 214/1548 [===>..........................] - ETA: 6:55 - loss: 386.0302 - logits_profile_predictions_loss: 378.1965 - logcount_predictions_loss: 0.4866 215/1548 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logits_profile_predictions_loss: 378.3230 - logcount_predictions_loss: 0.4866 222/1548 [===>..........................] - ETA: 6:53 - loss: 386.1757 - logits_profile_predictions_loss: 378.3406 - logcount_predictions_loss: 0.4867 223/1548 [===>..........................] - ETA: 6:52 - loss: 386.1931 - logits_profile_predictions_loss: 378.3578 - logcount_predictions_loss: 0.4867 224/1548 [===>..........................] - ETA: 6:52 - loss: 386.2102 - logits_profile_predictions_loss: 378.3747 - logcount_predictions_loss: 0.4867 225/1548 [===>..........................] - ETA: 6:52 - loss: 386.2271 - logits_profile_predictions_loss: 378.3914 - logcount_predictions_loss: 0.4867 226/1548 [===>..........................] - ETA: 6:51 - loss: 386.2435 - logits_profile_predictions_loss: 378.4075 - logcount_predictions_loss: 0.4867 227/1548 [===>..........................] - ETA: 6:51 - loss: 386.2601 - logits_profile_predictions_loss: 378.4238 - logcount_predictions_loss: 0.4867 228/1548 [===>..........................] - ETA: 6:51 - loss: 386.2768 - logits_profile_predictions_loss: 378.4402 - logcount_predictions_loss: 0.4867 229/1548 [===>..........................] - ETA: 6:50 - loss: 386.2947 - logits_profile_predictions_loss: 378.4579 - logcount_predictions_loss: 0.4868 230/1548 [===>..........................] - ETA: 6:50 - loss: 386.3119 - logits_profile_predictions_loss: 378.4749 - logcount_predictions_loss: 0.4868 231/1548 [===>..........................] - ETA: 6:50 - loss: 386.3280 - logits_profile_predictions_loss: 378.4909 - logcount_predictions_loss: 0.4868 232/1548 [===>..........................] - ETA: 6:50 - loss: 386.3442 - logits_profile_predictions_loss: 378.5069 - logcount_predictions_loss: 0.4868 233/1548 [===>..........................] - ETA: 6:49 - loss: 386.3599 - logits_profile_predictions_loss: 378.5225 - logcount_predictions_loss: 0.4868 234/1548 [===>..........................] - ETA: 6:49 - loss: 386.3761 - logits_profile_predictions_loss: 378.5387 - logcount_predictions_loss: 0.4868 235/1548 [===>..........................] - ETA: 6:49 - loss: 386.3918 - logits_profile_predictions_loss: 378.5543 - logcount_predictions_loss: 0.4868 236/1548 [===>..........................] - ETA: 6:48 - loss: 386.4074 - logits_profile_predictions_loss: 378.5697 - logcount_predictions_loss: 0.4868 237/1548 [===>..........................] - ETA: 6:48 - loss: 386.4221 - logits_profile_predictions_loss: 378.5843 - logcount_predictions_loss: 0.4868 238/1548 [===>..........................] - ETA: 6:48 - loss: 386.4361 - logits_profile_predictions_loss: 378.5981 - logcount_predictions_loss: 0.4868 239/1548 [===>..........................] - ETA: 6:47 - loss: 386.4500 - logits_profile_predictions_loss: 378.6120 - logcount_predictions_loss: 0.4868 240/1548 [===>..........................] - ETA: 6:47 - loss: 386.4635 - logits_profile_predictions_loss: 378.6254 - logcount_predictions_loss: 0.4868 241/1548 [===>..........................] - ETA: 6:47 - loss: 386.4773 - logits_profile_predictions_loss: 378.6392 - logcount_predictions_loss: 0.4868 242/1548 [===>..........................] - ETA: 6:46 - loss: 386.4912 - logits_profile_predictions_loss: 378.6531 - logcount_predictions_loss: 0.4868 243/1548 [===>..........................] - ETA: 6:46 - loss: 386.5063 - logits_profile_predictions_loss: 378.6681 - logcount_predictions_loss: 0.4868 244/1548 [===>..........................] - ETA: 6:46 - loss: 386.5211 - logits_profile_predictions_loss: 378.6828 - logcount_predictions_loss: 0.4868 245/1548 [===>..........................] - ETA: 6:46 - loss: 386.5363 - logits_profile_predictions_loss: 378.6980 - logcount_predictions_loss: 0.4868 246/1548 [===>..........................] - ETA: 6:45 - loss: 386.5518 - logits_profile_predictions_loss: 378.7135 - logcount_predictions_loss: 0.4868 247/1548 [===>..........................] - ETA: 6:45 - loss: 386.5671 - logits_profile_predictions_loss: 378.7288 - logcount_predictions_loss: 0.4868 248/1548 [===>..........................] - ETA: 6:45 - loss: 386.5821 - logits_profile_predictions_loss: 378.7439 - logcount_predictions_loss: 0.4868 249/1548 [===>..........................] - ETA: 6:44 - loss: 386.5983 - logits_profile_predictions_loss: 378.7600 - logcount_predictions_loss: 0.4868 250/1548 [===>..........................] - ETA: 6:44 - loss: 386.6139 - logits_profile_predictions_loss: 378.7757 - logcount_predictions_loss: 0.4868 251/1548 [===>..........................] - ETA: 6:44 - loss: 386.6289 - logits_profile_predictions_loss: 378.7907 - logcount_predictions_loss: 0.4868 252/1548 [===>..........................] - ETA: 6:43 - loss: 386.6433 - logits_profile_predictions_loss: 378.8051 - logcount_predictions_loss: 0.4868 253/1548 [===>..........................] - ETA: 6:43 - loss: 386.6574 - logits_profile_predictions_loss: 378.8192 - logcount_predictions_loss: 0.4868 254/1548 [===>..........................] - ETA: 6:43 - loss: 386.6713 - logits_profile_predictions_loss: 378.8331 - logcount_predictions_loss: 0.4868 255/1548 [===>..........................] - ETA: 6:43 - loss: 386.6846 - logits_profile_predictions_loss: 378.8464 - logcount_predictions_loss: 0.4868 256/1548 [===>..........................] - ETA: 6:42 - loss: 386.6975 - logits_profile_predictions_loss: 378.8592 - logcount_predictions_loss: 0.4868 257/1548 [===>..........................] - ETA: 6:42 - loss: 386.7099 - logits_profile_predictions_loss: 378.8716 - logcount_predictions_loss: 0.4868 258/1548 [====>.........................] - ETA: 6:42 - loss: 386.7225 - logits_profile_predictions_loss: 378.8842 - logcount_predictions_loss: 0.4868 259/1548 [====>.........................] - ETA: 6:41 - loss: 386.7351 - logits_profile_predictions_loss: 378.8967 - logcount_predictions_loss: 0.4869 260/1548 [====>.........................] - ETA: 6:41 - loss: 386.7479 - logits_profile_predictions_loss: 378.9095 - logcount_predictions_loss: 0.4869 261/1548 [====>.........................] - ETA: 6:41 - loss: 386.7602 - logits_profile_predictions_loss: 378.9217 - logcount_predictions_loss: 0.4869 262/1548 [====>.........................] - ETA: 6:40 - loss: 386.7719 - logits_profile_predictions_loss: 378.9333 - logcount_predictions_loss: 0.4869 263/1548 [====>.........................] - ETA: 6:40 - loss: 386.7833 - logits_profile_predictions_loss: 378.9446 - logcount_predictions_loss: 0.4869 264/1548 [====>.........................] - ETA: 6:40 - loss: 386.7943 - logits_profile_predictions_loss: 378.9556 - logcount_predictions_loss: 0.4869 265/1548 [====>.........................] - ETA: 6:39 - loss: 386.8057 - logits_profile_predictions_loss: 378.9671 - logcount_predictions_loss: 0.4869 266/1548 [====>.........................] - ETA: 6:39 - loss: 386.8164 - logits_profile_predictions_loss: 378.9777 - logcount_predictions_loss: 0.4869 267/1548 [====>.........................] - ETA: 6:39 - loss: 386.8276 - logits_profile_predictions_loss: 378.9889 - logcount_predictions_loss: 0.4869 268/1548 [====>.........................] - ETA: 6:38 - loss: 386.8383 - logits_profile_predictions_loss: 378.9997 - logcount_predictions_loss: 0.4869 269/1548 [====>.........................] - ETA: 6:38 - loss: 386.8497 - logits_profile_predictions_loss: 379.0111 - logcount_predictions_loss: 0.4869 270/1548 [====>.........................] - ETA: 6:38 - loss: 386.8607 - logits_profile_predictions_loss: 379.0220 - logcount_predictions_loss: 0.4869 271/1548 [====>.........................] - ETA: 6:38 - loss: 386.8711 - logits_profile_predictions_loss: 379.0326 - logcount_predictions_loss: 0.4869 272/1548 [====>.........................] - ETA: 6:37 - loss: 386.8812 - logits_profile_predictions_loss: 379.0426 - logcount_predictions_loss: 0.4869 273/1548 [====>.........................] - ETA: 6:37 - loss: 386.8912 - logits_profile_predictions_loss: 379.0527 - logcount_predictions_loss: 0.4869 274/1548 [====>.........................] - ETA: 6:37 - loss: 386.9011 - logits_profile_predictions_loss: 379.0626 - logcount_predictions_loss: 0.4869 275/1548 [====>.........................] - ETA: 6:36 - loss: 386.9101 - logits_profile_predictions_loss: 379.0717 - logcount_predictions_loss: 0.4869 276/1548 [====>.........................] - ETA: 6:36 - loss: 386.9190 - logits_profile_predictions_loss: 379.0807 - logcount_predictions_loss: 0.4869 277/1548 [====>.........................] - ETA: 6:36 - loss: 386.9279 - logits_profile_predictions_loss: 379.0896 - logcount_predictions_loss: 0.4869 278/1548 [====>.........................] - ETA: 6:35 - loss: 386.9365 - logits_profile_predictions_loss: 379.0982 - logcount_predictions_loss: 0.4868 279/1548 [====>.........................] - ETA: 6:35 - loss: 386.9448 - logits_profile_predictions_loss: 379.1066 - logcount_predictions_loss: 0.4868 280/1548 [====>.........................] - ETA: 6:35 - loss: 386.9542 - logits_profile_predictions_loss: 379.1160 - logcount_predictions_loss: 0.4868 281/1548 [====>.........................] - ETA: 6:34 - loss: 386.9632 - logits_profile_predictions_loss: 379.1251 - logcount_predictions_loss: 0.4868 282/1548 [====>.........................] - ETA: 6:34 - loss: 386.9715 - logits_profile_predictions_loss: 379.1335 - logcount_predictions_loss: 0.4868 283/1548 [====>.........................] - ETA: 6:34 - loss: 386.9806 - logits_profile_predictions_loss: 379.1426 - logcount_predictions_loss: 0.4868 284/1548 [====>.........................] - ETA: 6:34 - loss: 386.9892 - logits_profile_predictions_loss: 379.1513 - logcount_predictions_loss: 0.4868 285/1548 [====>.........................] - ETA: 6:33 - loss: 386.9972 - logits_profile_predictions_loss: 379.1593 - logcount_predictions_loss: 0.4868 286/1548 [====>.........................] - ETA: 6:33 - loss: 387.0059 - logits_profile_predictions_loss: 379.1681 - logcount_predictions_loss: 0.4868 287/1548 [====>.........................] - ETA: 6:33 - loss: 387.0151 - logits_profile_predictions_loss: 379.1771 - logcount_predictions_loss: 0.4868 288/1548 [====>.........................] - ETA: 6:32 - loss: 387.0238 - logits_profile_predictions_loss: 379.1857 - logcount_predictions_loss: 0.4868 289/1548 [====>.........................] - ETA: 6:32 - loss: 387.0329 - logits_profile_predictions_loss: 379.1947 - logcount_predictions_loss: 0.4868 290/1548 [====>.........................] - ETA: 6:32 - loss: 387.0423 - logits_profile_predictions_loss: 379.2040 - logcount_predictions_loss: 0.4869 291/1548 [====>.........................] - ETA: 6:31 - loss: 387.0515 - logits_profile_predictions_loss: 379.2130 - logcount_predictions_loss: 0.4869 292/1548 [====>.........................] - ETA: 6:31 - loss: 387.0611 - logits_profile_predictions_loss: 379.2226 - logcount_predictions_loss: 0.4869 293/1548 [====>.........................] - ETA: 6:31 - loss: 387.0702 - logits_profile_predictions_loss: 379.2315 - logcount_predictions_loss: 0.4869 294/1548 [====>.........................] - ETA: 6:30 - loss: 387.0791 - logits_profile_predictions_loss: 379.2403 - logcount_predictions_loss: 0.4869 295/1548 [====>.........................] - ETA: 6:30 - loss: 387.0880 - logits_profile_predictions_loss: 379.2491 - logcount_predictions_loss: 0.4869 296/1548 [====>.........................] - ETA: 6:30 - loss: 387.0971 - logits_profile_predictions_loss: 379.2581 - logcount_predictions_loss: 0.4869 297/1548 [====>.........................] - ETA: 6:29 - loss: 387.1061 - logits_profile_predictions_loss: 379.2669 - logcount_predictions_loss: 0.4869 298/1548 [====>.........................] - ETA: 6:29 - loss: 387.1148 - logits_profile_predictions_loss: 379.2755 - logcount_predictions_loss: 0.4869 299/1548 [====>.........................] - ETA: 6:29 - loss: 387.1239 - logits_profile_predictions_loss: 379.2845 - logcount_predictions_loss: 0.4869 300/1548 [====>.........................] - ETA: 6:29 - loss: 387.1331 - logits_profile_predictions_loss: 379.2936 - logcount_predictions_loss: 0.4869 301/1548 [====>.........................] - ETA: 6:28 - loss: 387.1428 - logits_profile_predictions_loss: 379.3032 - logcount_predictions_loss: 0.4869 302/1548 [====>.........................] - ETA: 6:28 - loss: 387.1524 - logits_profile_predictions_loss: 379.3128 - logcount_predictions_loss: 0.4869 303/1548 [====>.........................] - ETA: 6:28 - loss: 387.1617 - logits_profile_predictions_loss: 379.3220 - logcount_predictions_loss: 0.4869 304/1548 [====>.........................] - ETA: 6:27 - loss: 387.1704 - logits_profile_predictions_loss: 379.3306 - logcount_predictions_loss: 0.4869 305/1548 [====>.........................] - ETA: 6:27 - loss: 387.1790 - logits_profile_predictions_loss: 379.3391 - logcount_predictions_loss: 0.4869 306/1548 [====>.........................] - ETA: 6:27 - loss: 387.1875 - logits_profile_predictions_loss: 379.3475 - logcount_predictions_loss: 0.4870 307/1548 [====>.........................] - ETA: 6:26 - loss: 387.1957 - logits_profile_predictions_loss: 379.3556 - logcount_predictions_loss: 0.4870 308/1548 [====>.........................] - ETA: 6:26 - loss: 387.2040 - logits_profile_predictions_loss: 379.3639 - logcount_predictions_loss: 0.4870 309/1548 [====>.........................] - ETA: 6:26 - loss: 387.2124 - logits_profile_predictions_loss: 379.3722 - logcount_predictions_loss: 0.4870 310/1548 [=====>........................] - ETA: 6:25 - loss: 387.2218 - logits_profile_predictions_loss: 379.3815 - logcount_predictions_loss: 0.4870 311/1548 [=====>........................] - ETA: 6:25 - loss: 387.2315 - logits_profile_predictions_loss: 379.3911 - logcount_predictions_loss: 0.4870 312/1548 [=====>........................] - ETA: 6:25 - loss: 387.2409 - logits_profile_predictions_loss: 379.4003 - logcount_predictions_loss: 0.4870 313/1548 [=====>........................] - ETA: 6:25 - loss: 387.2502 - logits_profile_predictions_loss: 379.4095 - logcount_predictions_loss: 0.4870 314/1548 [=====>........................] - ETA: 6:24 - loss: 387.2596 - logits_profile_predictions_loss: 379.4188 - logcount_predictions_loss: 0.4870 315/1548 [=====>........................] - ETA: 6:24 - loss: 387.2693 - logits_profile_predictions_loss: 379.4283 - logcount_predictions_loss: 0.4870 316/1548 [=====>........................] - ETA: 6:24 - loss: 387.2787 - logits_profile_predictions_loss: 379.4376 - logcount_predictions_loss: 0.4870 317/1548 [=====>........................] - ETA: 6:23 - loss: 387.2877 - logits_profile_predictions_loss: 379.4465 - logcount_predictions_loss: 0.4870 318/1548 [=====>........................] - ETA: 6:23 - loss: 387.2961 - logits_profile_predictions_loss: 379.4548 - logcount_predictions_loss: 0.4870 319/1548 [=====>........................] - ETA: 6:23 - loss: 387.3049 - logits_profile_predictions_loss: 379.4636 - logcount_predictions_loss: 0.4870 320/1548 [=====>........................] - ETA: 6:22 - loss: 387.3137 - logits_profile_predictions_loss: 379.4722 - logcount_predictions_loss: 0.4870 321/1548 [=====>........................] - ETA: 6:22 - loss: 387.3219 - logits_profile_predictions_loss: 379.4804 - logcount_predictions_loss: 0.4870 322/1548 [=====>........................] - ETA: 6:22 - loss: 387.3307 - logits_profile_predictions_loss: 379.4891 - logcount_predictions_loss: 0.4871 323/1548 [=====>........................] - ETA: 6:21 - loss: 387.3393 - logits_profile_predictions_loss: 379.4976 - logcount_predictions_loss: 0.4871 324/1548 [=====>........................] - ETA: 6:21 - loss: 387.3481 - logits_profile_predictions_loss: 379.5063 - logcount_predictions_loss: 0.4871 325/1548 [=====>........................] - ETA: 6:21 - loss: 387.3572 - logits_profile_predictions_loss: 379.5154 - logcount_predictions_loss: 0.4871 326/1548 [=====>........................] - ETA: 6:20 - loss: 387.3665 - logits_profile_predictions_loss: 379.5246 - logcount_predictions_loss: 0.4871 327/1548 [=====>........................] - ETA: 6:20 - loss: 387.3755 - logits_profile_predictions_loss: 379.5335 - logcount_predictions_loss: 0.4871 328/1548 [=====>........................] - ETA: 6:20 - loss: 387.3842 - logits_profile_predictions_loss: 379.5420 - logcount_predictions_loss: 0.4871 329/1548 [=====>........................] - ETA: 6:20 - loss: 387.3928 - logits_profile_predictions_loss: 379.5505 - logcount_predictions_loss: 0.4871 330/1548 [=====>........................] - ETA: 6:19 - loss: 387.4017 - logits_profile_predictions_loss: 379.5593 - logcount_predictions_loss: 0.4871 331/1548 [=====>........................] - ETA: 6:19 - loss: 387.4102 - logits_profile_predictions_loss: 379.5677 - logcount_predictions_loss: 0.4871 332/1548 [=====>........................] - ETA: 6:19 - loss: 387.4185 - logits_profile_predictions_loss: 379.5759 - logcount_predictions_loss: 0.4871 333/1548 [=====>........................] - ETA: 6:18 - loss: 387.4266 - logits_profile_predictions_loss: 379.5839 - logcount_predictions_loss: 0.4871 334/1548 [=====>........................] - ETA: 6:18 - loss: 387.4348 - logits_profile_predictions_loss: 379.5920 - logcount_predictions_loss: 0.4871 335/1548 [=====>........................] - ETA: 6:18 - loss: 387.4432 - logits_profile_predictions_loss: 379.6003 - logcount_predictions_loss: 0.4871 336/1548 [=====>........................] - ETA: 6:17 - loss: 387.4517 - logits_profile_predictions_loss: 379.6087 - logcount_predictions_loss: 0.4871 337/1548 [=====>........................] - ETA: 6:17 - loss: 387.4606 - logits_profile_predictions_loss: 379.6176 - logcount_predictions_loss: 0.4871 338/1548 [=====>........................] - ETA: 6:17 - loss: 387.4692 - logits_profile_predictions_loss: 379.6262 - logcount_predictions_loss: 0.4871 339/1548 [=====>........................] - ETA: 6:17 - loss: 387.4780 - logits_profile_predictions_loss: 379.6349 - logcount_predictions_loss: 0.4871 340/1548 [=====>........................] - ETA: 6:16 - loss: 387.4869 - logits_profile_predictions_loss: 379.6437 - logcount_predictions_loss: 0.4871 341/1548 [=====>........................] - ETA: 6:16 - loss: 387.4958 - logits_profile_predictions_loss: 379.6526 - logcount_predictions_loss: 0.4872 342/1548 [=====>........................] - ETA: 6:16 - loss: 387.5047 - logits_profile_predictions_loss: 379.6614 - logcount_predictions_loss: 0.4872 343/1548 [=====>........................] - ETA: 6:15 - loss: 387.5143 - logits_profile_predictions_loss: 379.6710 - logcount_predictions_loss: 0.4872 344/1548 [=====>........................] - ETA: 6:15 - loss: 387.5236 - logits_profile_predictions_loss: 379.6803 - logcount_predictions_loss: 0.4872 345/1548 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[============================>.] - ETA: 14s - loss: 388.4892 - logits_profile_predictions_loss: 380.9006 - logcount_predictions_loss: 0.4713 1503/1548 [============================>.] - ETA: 14s - loss: 388.4891 - logits_profile_predictions_loss: 380.9006 - logcount_predictions_loss: 0.4713 1504/1548 [============================>.] - ETA: 13s - loss: 388.4890 - logits_profile_predictions_loss: 380.9006 - logcount_predictions_loss: 0.4713 1505/1548 [============================>.] - ETA: 13s - loss: 388.4888 - logits_profile_predictions_loss: 380.9005 - logcount_predictions_loss: 0.4713 1506/1548 [============================>.] - ETA: 13s - loss: 388.4886 - logits_profile_predictions_loss: 380.9004 - logcount_predictions_loss: 0.4713 1507/1548 [============================>.] - ETA: 12s - loss: 388.4884 - logits_profile_predictions_loss: 380.9004 - logcount_predictions_loss: 0.4713 1508/1548 [============================>.] - ETA: 12s - loss: 388.4882 - 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[==============================] - ETA: 0s - loss: 388.4782 - logits_profile_predictions_loss: 380.8948 - logcount_predictions_loss: 0.4710 1548/1548 [==============================] - 503s 325ms/step - loss: 388.4779 - logits_profile_predictions_loss: 380.8947 - logcount_predictions_loss: 0.4710 - val_loss: 410.8933 - val_logits_profile_predictions_loss: 403.4068 - val_logcount_predictions_loss: 0.4650 Epoch 00005: val_loss improved from 414.54034 to 410.89334, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 6/50 1/1548 [..............................] - ETA: 8:10 - loss: 375.2781 - logits_profile_predictions_loss: 367.3824 - logcount_predictions_loss: 0.4904 2/1548 [..............................] - ETA: 7:57 - loss: 371.9471 - logits_profile_predictions_loss: 364.4609 - logcount_predictions_loss: 0.4650 3/1548 [..............................] - ETA: 7:57 - loss: 368.8366 - logits_profile_predictions_loss: 361.8266 - logcount_predictions_loss: 0.4354 4/1548 [..............................] - ETA: 7:58 - loss: 366.5605 - logits_profile_predictions_loss: 359.7703 - logcount_predictions_loss: 0.4218 5/1548 [..............................] - ETA: 7:58 - loss: 364.9153 - logits_profile_predictions_loss: 358.2364 - logcount_predictions_loss: 0.4148 6/1548 [..............................] - ETA: 7:57 - loss: 364.3757 - logits_profile_predictions_loss: 357.7544 - logcount_predictions_loss: 0.4113 7/1548 [..............................] - ETA: 7:57 - loss: 363.8379 - logits_profile_predictions_loss: 357.2840 - logcount_predictions_loss: 0.4071 8/1548 [..............................] - ETA: 7:57 - loss: 364.7879 - logits_profile_predictions_loss: 358.2249 - logcount_predictions_loss: 0.4076 9/1548 [..............................] - ETA: 7:57 - loss: 365.5383 - logits_profile_predictions_loss: 358.9865 - logcount_predictions_loss: 0.4069 10/1548 [..............................] - ETA: 7:57 - loss: 366.0408 - logits_profile_predictions_loss: 359.5011 - logcount_predictions_loss: 0.4062 11/1548 [..............................] - ETA: 7:56 - loss: 366.5284 - logits_profile_predictions_loss: 359.9780 - logcount_predictions_loss: 0.4069 12/1548 [..............................] - ETA: 7:56 - loss: 366.8663 - logits_profile_predictions_loss: 360.3133 - logcount_predictions_loss: 0.4070 13/1548 [..............................] - ETA: 7:56 - loss: 367.3244 - logits_profile_predictions_loss: 360.7609 - logcount_predictions_loss: 0.4077 14/1548 [..............................] - ETA: 7:56 - loss: 367.8501 - logits_profile_predictions_loss: 361.2809 - logcount_predictions_loss: 0.4080 15/1548 [..............................] - ETA: 7:55 - loss: 368.3035 - logits_profile_predictions_loss: 361.7397 - logcount_predictions_loss: 0.4077 16/1548 [..............................] - ETA: 7:55 - loss: 368.6930 - logits_profile_predictions_loss: 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[..............................] - ETA: 7:47 - loss: 375.6648 - logits_profile_predictions_loss: 368.9114 - logcount_predictions_loss: 0.4195 44/1548 [..............................] - ETA: 7:47 - loss: 375.7206 - logits_profile_predictions_loss: 368.9597 - logcount_predictions_loss: 0.4199 45/1548 [..............................] - ETA: 7:46 - loss: 375.7744 - logits_profile_predictions_loss: 369.0057 - logcount_predictions_loss: 0.4204 46/1548 [..............................] - ETA: 7:46 - loss: 375.8406 - logits_profile_predictions_loss: 369.0648 - logcount_predictions_loss: 0.4209 47/1548 [..............................] - ETA: 7:46 - loss: 375.8828 - logits_profile_predictions_loss: 369.1004 - logcount_predictions_loss: 0.4213 48/1548 [..............................] - ETA: 7:45 - loss: 375.9364 - logits_profile_predictions_loss: 369.1480 - logcount_predictions_loss: 0.4216 49/1548 [..............................] - ETA: 7:45 - loss: 375.9996 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 373.6949 - logcount_predictions_loss: 0.4293 233/1548 [===>..........................] - ETA: 6:48 - loss: 380.6194 - logits_profile_predictions_loss: 373.7077 - logcount_predictions_loss: 0.4293 234/1548 [===>..........................] - ETA: 6:48 - loss: 380.6311 - logits_profile_predictions_loss: 373.7194 - logcount_predictions_loss: 0.4293 235/1548 [===>..........................] - ETA: 6:47 - loss: 380.6428 - logits_profile_predictions_loss: 373.7310 - logcount_predictions_loss: 0.4293 236/1548 [===>..........................] - ETA: 6:47 - loss: 380.6550 - logits_profile_predictions_loss: 373.7429 - logcount_predictions_loss: 0.4293 237/1548 [===>..........................] - ETA: 6:47 - loss: 380.6666 - logits_profile_predictions_loss: 373.7544 - logcount_predictions_loss: 0.4293 238/1548 [===>..........................] - ETA: 6:46 - loss: 380.6782 - logits_profile_predictions_loss: 373.7659 - logcount_predictions_loss: 0.4293 239/1548 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logits_profile_predictions_loss: 373.8417 - logcount_predictions_loss: 0.4294 246/1548 [===>..........................] - ETA: 6:44 - loss: 380.7656 - logits_profile_predictions_loss: 373.8527 - logcount_predictions_loss: 0.4294 247/1548 [===>..........................] - ETA: 6:44 - loss: 380.7764 - logits_profile_predictions_loss: 373.8634 - logcount_predictions_loss: 0.4294 248/1548 [===>..........................] - ETA: 6:43 - loss: 380.7869 - logits_profile_predictions_loss: 373.8738 - logcount_predictions_loss: 0.4294 249/1548 [===>..........................] - ETA: 6:43 - loss: 380.7981 - logits_profile_predictions_loss: 373.8849 - logcount_predictions_loss: 0.4294 250/1548 [===>..........................] - ETA: 6:43 - loss: 380.8088 - logits_profile_predictions_loss: 373.8955 - logcount_predictions_loss: 0.4294 251/1548 [===>..........................] - ETA: 6:42 - loss: 380.8192 - logits_profile_predictions_loss: 373.9059 - logcount_predictions_loss: 0.4294 252/1548 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[====>.........................] - ETA: 6:38 - loss: 380.9835 - logits_profile_predictions_loss: 374.0699 - logcount_predictions_loss: 0.4294 266/1548 [====>.........................] - ETA: 6:38 - loss: 380.9957 - logits_profile_predictions_loss: 374.0821 - logcount_predictions_loss: 0.4294 267/1548 [====>.........................] - ETA: 6:38 - loss: 381.0085 - logits_profile_predictions_loss: 374.0948 - logcount_predictions_loss: 0.4294 268/1548 [====>.........................] - ETA: 6:37 - loss: 381.0208 - logits_profile_predictions_loss: 374.1071 - logcount_predictions_loss: 0.4294 269/1548 [====>.........................] - ETA: 6:37 - loss: 381.0331 - logits_profile_predictions_loss: 374.1194 - logcount_predictions_loss: 0.4294 270/1548 [====>.........................] - ETA: 6:37 - loss: 381.0451 - logits_profile_predictions_loss: 374.1314 - logcount_predictions_loss: 0.4294 271/1548 [====>.........................] - ETA: 6:36 - loss: 381.0571 - 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[====>.........................] - ETA: 6:34 - loss: 381.1309 - logits_profile_predictions_loss: 374.2177 - logcount_predictions_loss: 0.4294 279/1548 [====>.........................] - ETA: 6:34 - loss: 381.1404 - logits_profile_predictions_loss: 374.2273 - logcount_predictions_loss: 0.4294 280/1548 [====>.........................] - ETA: 6:34 - loss: 381.1494 - logits_profile_predictions_loss: 374.2364 - logcount_predictions_loss: 0.4294 281/1548 [====>.........................] - ETA: 6:33 - loss: 381.1584 - logits_profile_predictions_loss: 374.2455 - logcount_predictions_loss: 0.4294 282/1548 [====>.........................] - ETA: 6:33 - loss: 381.1673 - logits_profile_predictions_loss: 374.2545 - logcount_predictions_loss: 0.4294 283/1548 [====>.........................] - ETA: 6:33 - loss: 381.1756 - logits_profile_predictions_loss: 374.2630 - logcount_predictions_loss: 0.4294 284/1548 [====>.........................] - ETA: 6:32 - loss: 381.1840 - logits_profile_predictions_loss: 374.2716 - logcount_predictions_loss: 0.4293 285/1548 [====>.........................] - ETA: 6:32 - loss: 381.1920 - logits_profile_predictions_loss: 374.2797 - logcount_predictions_loss: 0.4293 286/1548 [====>.........................] - ETA: 6:32 - loss: 381.2001 - logits_profile_predictions_loss: 374.2879 - logcount_predictions_loss: 0.4293 287/1548 [====>.........................] - ETA: 6:31 - loss: 381.2079 - logits_profile_predictions_loss: 374.2958 - logcount_predictions_loss: 0.4293 288/1548 [====>.........................] - ETA: 6:31 - loss: 381.2160 - logits_profile_predictions_loss: 374.3041 - logcount_predictions_loss: 0.4293 289/1548 [====>.........................] - ETA: 6:31 - loss: 381.2236 - logits_profile_predictions_loss: 374.3118 - logcount_predictions_loss: 0.4293 290/1548 [====>.........................] - ETA: 6:31 - loss: 381.2306 - logits_profile_predictions_loss: 374.3190 - logcount_predictions_loss: 0.4293 291/1548 [====>.........................] - ETA: 6:30 - loss: 381.2373 - logits_profile_predictions_loss: 374.3258 - logcount_predictions_loss: 0.4293 292/1548 [====>.........................] - ETA: 6:30 - loss: 381.2443 - logits_profile_predictions_loss: 374.3330 - logcount_predictions_loss: 0.4293 293/1548 [====>.........................] - ETA: 6:30 - loss: 381.2512 - logits_profile_predictions_loss: 374.3401 - logcount_predictions_loss: 0.4293 294/1548 [====>.........................] - ETA: 6:29 - loss: 381.2581 - logits_profile_predictions_loss: 374.3472 - logcount_predictions_loss: 0.4292 295/1548 [====>.........................] - ETA: 6:29 - loss: 381.2646 - logits_profile_predictions_loss: 374.3538 - logcount_predictions_loss: 0.4292 296/1548 [====>.........................] - ETA: 6:29 - loss: 381.2709 - logits_profile_predictions_loss: 374.3604 - logcount_predictions_loss: 0.4292 297/1548 [====>.........................] - ETA: 6:28 - loss: 381.2773 - logits_profile_predictions_loss: 374.3670 - logcount_predictions_loss: 0.4292 298/1548 [====>.........................] - ETA: 6:28 - loss: 381.2841 - logits_profile_predictions_loss: 374.3739 - logcount_predictions_loss: 0.4292 299/1548 [====>.........................] - ETA: 6:28 - loss: 381.2911 - logits_profile_predictions_loss: 374.3810 - logcount_predictions_loss: 0.4292 300/1548 [====>.........................] - ETA: 6:27 - loss: 381.2979 - logits_profile_predictions_loss: 374.3880 - logcount_predictions_loss: 0.4292 301/1548 [====>.........................] - ETA: 6:27 - loss: 381.3046 - logits_profile_predictions_loss: 374.3949 - logcount_predictions_loss: 0.4292 302/1548 [====>.........................] - ETA: 6:27 - loss: 381.3110 - logits_profile_predictions_loss: 374.4014 - logcount_predictions_loss: 0.4292 303/1548 [====>.........................] - ETA: 6:27 - loss: 381.3172 - logits_profile_predictions_loss: 374.4078 - logcount_predictions_loss: 0.4292 304/1548 [====>.........................] - ETA: 6:26 - loss: 381.3229 - logits_profile_predictions_loss: 374.4137 - logcount_predictions_loss: 0.4291 305/1548 [====>.........................] - ETA: 6:26 - loss: 381.3288 - logits_profile_predictions_loss: 374.4197 - logcount_predictions_loss: 0.4291 306/1548 [====>.........................] - ETA: 6:26 - loss: 381.3349 - logits_profile_predictions_loss: 374.4259 - logcount_predictions_loss: 0.4291 307/1548 [====>.........................] - ETA: 6:25 - loss: 381.3406 - logits_profile_predictions_loss: 374.4319 - logcount_predictions_loss: 0.4291 308/1548 [====>.........................] - ETA: 6:25 - loss: 381.3463 - logits_profile_predictions_loss: 374.4377 - logcount_predictions_loss: 0.4291 309/1548 [====>.........................] - ETA: 6:25 - loss: 381.3520 - logits_profile_predictions_loss: 374.4436 - logcount_predictions_loss: 0.4291 310/1548 [=====>........................] - ETA: 6:24 - loss: 381.3577 - logits_profile_predictions_loss: 374.4494 - logcount_predictions_loss: 0.4291 311/1548 [=====>........................] - ETA: 6:24 - loss: 381.3627 - logits_profile_predictions_loss: 374.4546 - logcount_predictions_loss: 0.4291 312/1548 [=====>........................] - ETA: 6:24 - loss: 381.3680 - logits_profile_predictions_loss: 374.4600 - logcount_predictions_loss: 0.4291 313/1548 [=====>........................] - ETA: 6:23 - loss: 381.3738 - logits_profile_predictions_loss: 374.4660 - logcount_predictions_loss: 0.4291 314/1548 [=====>........................] - ETA: 6:23 - loss: 381.3794 - logits_profile_predictions_loss: 374.4717 - logcount_predictions_loss: 0.4290 315/1548 [=====>........................] - ETA: 6:23 - loss: 381.3849 - logits_profile_predictions_loss: 374.4774 - logcount_predictions_loss: 0.4290 316/1548 [=====>........................] - ETA: 6:23 - loss: 381.3907 - logits_profile_predictions_loss: 374.4833 - logcount_predictions_loss: 0.4290 317/1548 [=====>........................] - ETA: 6:22 - loss: 381.3962 - logits_profile_predictions_loss: 374.4889 - logcount_predictions_loss: 0.4290 318/1548 [=====>........................] - ETA: 6:22 - loss: 381.4015 - logits_profile_predictions_loss: 374.4943 - logcount_predictions_loss: 0.4290 319/1548 [=====>........................] - ETA: 6:22 - loss: 381.4065 - logits_profile_predictions_loss: 374.4994 - logcount_predictions_loss: 0.4290 320/1548 [=====>........................] - ETA: 6:21 - loss: 381.4113 - logits_profile_predictions_loss: 374.5043 - logcount_predictions_loss: 0.4290 321/1548 [=====>........................] - ETA: 6:21 - loss: 381.4157 - logits_profile_predictions_loss: 374.5088 - logcount_predictions_loss: 0.4290 322/1548 [=====>........................] - ETA: 6:21 - loss: 381.4198 - logits_profile_predictions_loss: 374.5130 - logcount_predictions_loss: 0.4290 323/1548 [=====>........................] - ETA: 6:20 - loss: 381.4240 - logits_profile_predictions_loss: 374.5173 - logcount_predictions_loss: 0.4290 324/1548 [=====>........................] - ETA: 6:20 - loss: 381.4281 - logits_profile_predictions_loss: 374.5215 - logcount_predictions_loss: 0.4290 325/1548 [=====>........................] - ETA: 6:20 - loss: 381.4331 - logits_profile_predictions_loss: 374.5267 - logcount_predictions_loss: 0.4290 326/1548 [=====>........................] - ETA: 6:19 - loss: 381.4380 - logits_profile_predictions_loss: 374.5317 - logcount_predictions_loss: 0.4290 327/1548 [=====>........................] - ETA: 6:19 - loss: 381.4426 - logits_profile_predictions_loss: 374.5363 - logcount_predictions_loss: 0.4290 328/1548 [=====>........................] - ETA: 6:19 - loss: 381.4472 - logits_profile_predictions_loss: 374.5411 - logcount_predictions_loss: 0.4290 329/1548 [=====>........................] - ETA: 6:19 - loss: 381.4521 - logits_profile_predictions_loss: 374.5461 - logcount_predictions_loss: 0.4289 330/1548 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[===========================>..] - ETA: 27s - loss: 382.1849 - logits_profile_predictions_loss: 375.3005 - logcount_predictions_loss: 0.4276 1462/1548 [===========================>..] - ETA: 26s - loss: 382.1852 - logits_profile_predictions_loss: 375.3008 - logcount_predictions_loss: 0.4276 1463/1548 [===========================>..] - ETA: 26s - loss: 382.1855 - logits_profile_predictions_loss: 375.3011 - logcount_predictions_loss: 0.4276 1464/1548 [===========================>..] - ETA: 26s - loss: 382.1858 - logits_profile_predictions_loss: 375.3014 - logcount_predictions_loss: 0.4276 1465/1548 [===========================>..] - ETA: 25s - loss: 382.1861 - logits_profile_predictions_loss: 375.3017 - logcount_predictions_loss: 0.4276 1466/1548 [===========================>..] - ETA: 25s - loss: 382.1863 - logits_profile_predictions_loss: 375.3020 - logcount_predictions_loss: 0.4276 1467/1548 [===========================>..] - ETA: 25s - loss: 382.1866 - logits_profile_predictions_loss: 375.3022 - logcount_predictions_loss: 0.4276 1468/1548 [===========================>..] - ETA: 24s - loss: 382.1869 - logits_profile_predictions_loss: 375.3025 - logcount_predictions_loss: 0.4276 1469/1548 [===========================>..] - ETA: 24s - loss: 382.1872 - logits_profile_predictions_loss: 375.3028 - logcount_predictions_loss: 0.4276 1470/1548 [===========================>..] - ETA: 24s - loss: 382.1875 - logits_profile_predictions_loss: 375.3031 - logcount_predictions_loss: 0.4276 1471/1548 [===========================>..] - ETA: 24s - loss: 382.1878 - logits_profile_predictions_loss: 375.3034 - logcount_predictions_loss: 0.4276 1472/1548 [===========================>..] - ETA: 23s - loss: 382.1880 - logits_profile_predictions_loss: 375.3037 - logcount_predictions_loss: 0.4276 1473/1548 [===========================>..] - ETA: 23s - loss: 382.1883 - logits_profile_predictions_loss: 375.3040 - logcount_predictions_loss: 0.4276 1474/1548 [===========================>..] - ETA: 23s - loss: 382.1886 - logits_profile_predictions_loss: 375.3042 - logcount_predictions_loss: 0.4276 1475/1548 [===========================>..] - ETA: 22s - loss: 382.1889 - logits_profile_predictions_loss: 375.3045 - logcount_predictions_loss: 0.4276 1476/1548 [===========================>..] - ETA: 22s - loss: 382.1891 - logits_profile_predictions_loss: 375.3048 - logcount_predictions_loss: 0.4276 1477/1548 [===========================>..] - ETA: 22s - loss: 382.1894 - logits_profile_predictions_loss: 375.3051 - logcount_predictions_loss: 0.4276 1478/1548 [===========================>..] - ETA: 21s - loss: 382.1898 - logits_profile_predictions_loss: 375.3054 - logcount_predictions_loss: 0.4276 1479/1548 [===========================>..] - ETA: 21s - loss: 382.1901 - logits_profile_predictions_loss: 375.3057 - logcount_predictions_loss: 0.4276 1480/1548 [===========================>..] - ETA: 21s - loss: 382.1904 - 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[===========================>..] - ETA: 19s - loss: 382.1923 - logits_profile_predictions_loss: 375.3080 - logcount_predictions_loss: 0.4276 1488/1548 [===========================>..] - ETA: 18s - loss: 382.1926 - logits_profile_predictions_loss: 375.3082 - logcount_predictions_loss: 0.4276 1489/1548 [===========================>..] - ETA: 18s - loss: 382.1928 - logits_profile_predictions_loss: 375.3085 - logcount_predictions_loss: 0.4276 1490/1548 [===========================>..] - ETA: 18s - loss: 382.1931 - logits_profile_predictions_loss: 375.3088 - logcount_predictions_loss: 0.4276 1491/1548 [===========================>..] - ETA: 17s - loss: 382.1934 - logits_profile_predictions_loss: 375.3091 - logcount_predictions_loss: 0.4276 1492/1548 [===========================>..] - ETA: 17s - loss: 382.1937 - logits_profile_predictions_loss: 375.3094 - logcount_predictions_loss: 0.4276 1493/1548 [===========================>..] - ETA: 17s - loss: 382.1940 - logits_profile_predictions_loss: 375.3097 - logcount_predictions_loss: 0.4276 1494/1548 [===========================>..] - ETA: 16s - loss: 382.1943 - logits_profile_predictions_loss: 375.3100 - logcount_predictions_loss: 0.4276 1495/1548 [===========================>..] - ETA: 16s - loss: 382.1946 - logits_profile_predictions_loss: 375.3103 - logcount_predictions_loss: 0.4276 1496/1548 [===========================>..] - ETA: 16s - loss: 382.1949 - logits_profile_predictions_loss: 375.3105 - logcount_predictions_loss: 0.4276 1497/1548 [============================>.] - ETA: 15s - loss: 382.1951 - logits_profile_predictions_loss: 375.3108 - logcount_predictions_loss: 0.4276 1498/1548 [============================>.] - ETA: 15s - loss: 382.1954 - logits_profile_predictions_loss: 375.3111 - logcount_predictions_loss: 0.4276 1499/1548 [============================>.] - ETA: 15s - loss: 382.1957 - logits_profile_predictions_loss: 375.3114 - logcount_predictions_loss: 0.4276 1500/1548 [============================>.] - ETA: 14s - loss: 382.1960 - logits_profile_predictions_loss: 375.3117 - logcount_predictions_loss: 0.4276 1501/1548 [============================>.] - ETA: 14s - loss: 382.1963 - logits_profile_predictions_loss: 375.3120 - logcount_predictions_loss: 0.4276 1502/1548 [============================>.] - ETA: 14s - loss: 382.1967 - logits_profile_predictions_loss: 375.3123 - logcount_predictions_loss: 0.4276 1503/1548 [============================>.] - ETA: 14s - loss: 382.1970 - logits_profile_predictions_loss: 375.3126 - logcount_predictions_loss: 0.4276 1504/1548 [============================>.] - ETA: 13s - loss: 382.1973 - logits_profile_predictions_loss: 375.3129 - logcount_predictions_loss: 0.4276 1505/1548 [============================>.] - ETA: 13s - loss: 382.1976 - logits_profile_predictions_loss: 375.3133 - logcount_predictions_loss: 0.4276 1506/1548 [============================>.] - ETA: 13s - loss: 382.1979 - logits_profile_predictions_loss: 375.3135 - logcount_predictions_loss: 0.4276 1507/1548 [============================>.] - ETA: 12s - loss: 382.1982 - logits_profile_predictions_loss: 375.3138 - logcount_predictions_loss: 0.4276 1508/1548 [============================>.] - ETA: 12s - loss: 382.1985 - logits_profile_predictions_loss: 375.3141 - logcount_predictions_loss: 0.4276 1509/1548 [============================>.] - ETA: 12s - loss: 382.1987 - logits_profile_predictions_loss: 375.3144 - logcount_predictions_loss: 0.4276 1510/1548 [============================>.] - ETA: 11s - loss: 382.1991 - logits_profile_predictions_loss: 375.3147 - logcount_predictions_loss: 0.4276 1511/1548 [============================>.] - ETA: 11s - loss: 382.1994 - logits_profile_predictions_loss: 375.3150 - logcount_predictions_loss: 0.4276 1512/1548 [============================>.] - ETA: 11s - loss: 382.1997 - logits_profile_predictions_loss: 375.3153 - logcount_predictions_loss: 0.4276 1513/1548 [============================>.] - ETA: 10s - loss: 382.2000 - logits_profile_predictions_loss: 375.3157 - logcount_predictions_loss: 0.4276 1514/1548 [============================>.] - ETA: 10s - loss: 382.2003 - logits_profile_predictions_loss: 375.3160 - logcount_predictions_loss: 0.4276 1515/1548 [============================>.] - ETA: 10s - loss: 382.2006 - logits_profile_predictions_loss: 375.3162 - logcount_predictions_loss: 0.4276 1516/1548 [============================>.] - ETA: 9s - loss: 382.2008 - logits_profile_predictions_loss: 375.3165 - logcount_predictions_loss: 0.4276  1517/1548 [============================>.] - ETA: 9s - loss: 382.2011 - logits_profile_predictions_loss: 375.3167 - logcount_predictions_loss: 0.4276 1518/1548 [============================>.] - ETA: 9s - loss: 382.2013 - logits_profile_predictions_loss: 375.3170 - logcount_predictions_loss: 0.4276 1519/1548 [============================>.] - ETA: 9s - loss: 382.2016 - logits_profile_predictions_loss: 375.3173 - logcount_predictions_loss: 0.4276 1520/1548 [============================>.] - ETA: 8s - loss: 382.2018 - logits_profile_predictions_loss: 375.3175 - logcount_predictions_loss: 0.4276 1521/1548 [============================>.] - ETA: 8s - loss: 382.2021 - logits_profile_predictions_loss: 375.3178 - logcount_predictions_loss: 0.4276 1522/1548 [============================>.] - ETA: 8s - loss: 382.2023 - logits_profile_predictions_loss: 375.3180 - logcount_predictions_loss: 0.4276 1523/1548 [============================>.] - ETA: 7s - loss: 382.2026 - logits_profile_predictions_loss: 375.3182 - logcount_predictions_loss: 0.4276 1524/1548 [============================>.] - ETA: 7s - loss: 382.2028 - logits_profile_predictions_loss: 375.3185 - logcount_predictions_loss: 0.4276 1525/1548 [============================>.] - ETA: 7s - loss: 382.2030 - logits_profile_predictions_loss: 375.3187 - logcount_predictions_loss: 0.4276 1526/1548 [============================>.] - ETA: 6s - 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1533/1548 [============================>.] - ETA: 4s - loss: 382.2045 - logits_profile_predictions_loss: 375.3202 - logcount_predictions_loss: 0.4276 1534/1548 [============================>.] - ETA: 4s - loss: 382.2046 - logits_profile_predictions_loss: 375.3203 - logcount_predictions_loss: 0.4276 1535/1548 [============================>.] - ETA: 4s - loss: 382.2048 - logits_profile_predictions_loss: 375.3205 - logcount_predictions_loss: 0.4276 1536/1548 [============================>.] - ETA: 3s - loss: 382.2049 - logits_profile_predictions_loss: 375.3207 - logcount_predictions_loss: 0.4276 1537/1548 [============================>.] - ETA: 3s - loss: 382.2051 - logits_profile_predictions_loss: 375.3208 - logcount_predictions_loss: 0.4276 1538/1548 [============================>.] - ETA: 3s - loss: 382.2053 - logits_profile_predictions_loss: 375.3210 - logcount_predictions_loss: 0.4276 1539/1548 [============================>.] - ETA: 2s - loss: 382.2054 - logits_profile_predictions_loss: 375.3212 - logcount_predictions_loss: 0.4276 1540/1548 [============================>.] - ETA: 2s - loss: 382.2056 - logits_profile_predictions_loss: 375.3213 - logcount_predictions_loss: 0.4276 1541/1548 [============================>.] - ETA: 2s - loss: 382.2057 - logits_profile_predictions_loss: 375.3215 - logcount_predictions_loss: 0.4276 1542/1548 [============================>.] - ETA: 1s - loss: 382.2059 - logits_profile_predictions_loss: 375.3216 - logcount_predictions_loss: 0.4276 1543/1548 [============================>.] - ETA: 1s - loss: 382.2060 - logits_profile_predictions_loss: 375.3218 - logcount_predictions_loss: 0.4276 1544/1548 [============================>.] - ETA: 1s - loss: 382.2062 - logits_profile_predictions_loss: 375.3220 - logcount_predictions_loss: 0.4276 1545/1548 [============================>.] - ETA: 0s - loss: 382.2063 - logits_profile_predictions_loss: 375.3221 - logcount_predictions_loss: 0.4276 1546/1548 [============================>.] - ETA: 0s - loss: 382.2065 - logits_profile_predictions_loss: 375.3223 - logcount_predictions_loss: 0.4276 1547/1548 [============================>.] - ETA: 0s - loss: 382.2066 - logits_profile_predictions_loss: 375.3224 - logcount_predictions_loss: 0.4276 1548/1548 [==============================] - ETA: 0s - loss: 382.2067 - logits_profile_predictions_loss: 375.3226 - logcount_predictions_loss: 0.4276 1548/1548 [==============================] - 502s 324ms/step - loss: 382.2069 - logits_profile_predictions_loss: 375.3227 - logcount_predictions_loss: 0.4276 - val_loss: 411.2452 - val_logits_profile_predictions_loss: 403.6830 - val_logcount_predictions_loss: 0.4697 Epoch 00006: val_loss did not improve from 410.89334 Epoch 7/50 1/1548 [..............................] - ETA: 8:11 - loss: 442.1011 - logits_profile_predictions_loss: 435.3259 - logcount_predictions_loss: 0.4208 2/1548 [..............................] - ETA: 7:59 - loss: 416.8262 - logits_profile_predictions_loss: 410.2142 - logcount_predictions_loss: 0.4107 3/1548 [..............................] - ETA: 7:58 - loss: 406.7639 - logits_profile_predictions_loss: 399.9953 - logcount_predictions_loss: 0.4204 4/1548 [..............................] - ETA: 7:59 - loss: 401.5847 - logits_profile_predictions_loss: 394.8157 - logcount_predictions_loss: 0.4204 5/1548 [..............................] - ETA: 7:59 - loss: 401.3723 - logits_profile_predictions_loss: 394.5702 - logcount_predictions_loss: 0.4225 6/1548 [..............................] - ETA: 7:59 - loss: 400.0856 - logits_profile_predictions_loss: 393.2669 - logcount_predictions_loss: 0.4235 7/1548 [..............................] - ETA: 7:59 - loss: 399.0506 - logits_profile_predictions_loss: 392.2046 - logcount_predictions_loss: 0.4252 8/1548 [..............................] - ETA: 7:58 - loss: 398.4369 - logits_profile_predictions_loss: 391.5625 - logcount_predictions_loss: 0.4270 9/1548 [..............................] - ETA: 7:58 - loss: 397.7939 - logits_profile_predictions_loss: 390.8793 - logcount_predictions_loss: 0.4295 10/1548 [..............................] - ETA: 7:58 - loss: 397.4863 - logits_profile_predictions_loss: 390.5389 - logcount_predictions_loss: 0.4315 11/1548 [..............................] - ETA: 7:57 - loss: 396.7346 - logits_profile_predictions_loss: 389.7555 - logcount_predictions_loss: 0.4335 12/1548 [..............................] - ETA: 7:57 - loss: 395.8240 - logits_profile_predictions_loss: 388.8283 - logcount_predictions_loss: 0.4345 13/1548 [..............................] - ETA: 7:57 - loss: 395.2871 - logits_profile_predictions_loss: 388.2603 - logcount_predictions_loss: 0.4364 14/1548 [..............................] - ETA: 7:57 - loss: 394.7437 - logits_profile_predictions_loss: 387.6882 - logcount_predictions_loss: 0.4382 15/1548 [..............................] - ETA: 7:56 - loss: 394.5065 - logits_profile_predictions_loss: 387.4256 - logcount_predictions_loss: 0.4398 16/1548 [..............................] - ETA: 7:56 - loss: 394.4649 - logits_profile_predictions_loss: 387.3637 - logcount_predictions_loss: 0.4411 17/1548 [..............................] - ETA: 7:56 - loss: 394.3126 - logits_profile_predictions_loss: 387.1947 - logcount_predictions_loss: 0.4421 18/1548 [..............................] - ETA: 7:55 - loss: 394.1152 - logits_profile_predictions_loss: 386.9866 - logcount_predictions_loss: 0.4428 19/1548 [..............................] - ETA: 7:55 - loss: 393.7949 - logits_profile_predictions_loss: 386.6578 - logcount_predictions_loss: 0.4433 20/1548 [..............................] - ETA: 7:55 - loss: 393.4363 - logits_profile_predictions_loss: 386.2979 - logcount_predictions_loss: 0.4434 21/1548 [..............................] - ETA: 7:55 - loss: 393.1576 - logits_profile_predictions_loss: 386.0220 - logcount_predictions_loss: 0.4432 22/1548 [..............................] - ETA: 7:54 - loss: 392.8727 - logits_profile_predictions_loss: 385.7397 - logcount_predictions_loss: 0.4430 23/1548 [..............................] - ETA: 7:54 - loss: 392.6293 - logits_profile_predictions_loss: 385.5033 - logcount_predictions_loss: 0.4426 24/1548 [..............................] - ETA: 7:54 - loss: 392.4149 - logits_profile_predictions_loss: 385.2956 - logcount_predictions_loss: 0.4422 25/1548 [..............................] - ETA: 7:53 - loss: 392.1986 - logits_profile_predictions_loss: 385.0807 - logcount_predictions_loss: 0.4421 26/1548 [..............................] - ETA: 7:53 - loss: 392.0801 - logits_profile_predictions_loss: 384.9662 - logcount_predictions_loss: 0.4419 27/1548 [..............................] - ETA: 7:53 - loss: 391.9303 - logits_profile_predictions_loss: 384.8207 - logcount_predictions_loss: 0.4416 28/1548 [..............................] - ETA: 7:52 - loss: 391.7989 - logits_profile_predictions_loss: 384.6947 - logcount_predictions_loss: 0.4413 29/1548 [..............................] - ETA: 7:52 - loss: 391.6240 - logits_profile_predictions_loss: 384.5242 - logcount_predictions_loss: 0.4410 30/1548 [..............................] - ETA: 7:52 - loss: 391.4618 - logits_profile_predictions_loss: 384.3614 - logcount_predictions_loss: 0.4410 31/1548 [..............................] - ETA: 7:52 - loss: 391.2671 - logits_profile_predictions_loss: 384.1682 - logcount_predictions_loss: 0.4409 32/1548 [..............................] - ETA: 7:51 - loss: 391.0931 - logits_profile_predictions_loss: 383.9956 - logcount_predictions_loss: 0.4408 33/1548 [..............................] - ETA: 7:51 - loss: 390.9291 - logits_profile_predictions_loss: 383.8343 - logcount_predictions_loss: 0.4407 34/1548 [..............................] - ETA: 7:51 - loss: 390.7683 - logits_profile_predictions_loss: 383.6747 - logcount_predictions_loss: 0.4406 35/1548 [..............................] - ETA: 7:50 - loss: 390.5991 - logits_profile_predictions_loss: 383.5074 - logcount_predictions_loss: 0.4405 36/1548 [..............................] - ETA: 7:50 - loss: 390.4247 - logits_profile_predictions_loss: 383.3357 - logcount_predictions_loss: 0.4403 37/1548 [..............................] - ETA: 7:50 - loss: 390.2660 - logits_profile_predictions_loss: 383.1798 - logcount_predictions_loss: 0.4401 38/1548 [..............................] - ETA: 7:49 - loss: 390.0778 - logits_profile_predictions_loss: 382.9937 - logcount_predictions_loss: 0.4400 39/1548 [..............................] - ETA: 7:49 - loss: 389.9002 - logits_profile_predictions_loss: 382.8177 - logcount_predictions_loss: 0.4399 40/1548 [..............................] - ETA: 7:49 - loss: 389.7459 - logits_profile_predictions_loss: 382.6668 - logcount_predictions_loss: 0.4397 41/1548 [..............................] - ETA: 7:49 - loss: 389.5926 - logits_profile_predictions_loss: 382.5164 - logcount_predictions_loss: 0.4395 42/1548 [..............................] - ETA: 7:48 - loss: 389.4732 - logits_profile_predictions_loss: 382.4005 - logcount_predictions_loss: 0.4393 43/1548 [..............................] - ETA: 7:48 - loss: 389.3281 - logits_profile_predictions_loss: 382.2579 - logcount_predictions_loss: 0.4391 44/1548 [..............................] - ETA: 7:48 - loss: 389.1818 - logits_profile_predictions_loss: 382.1147 - logcount_predictions_loss: 0.4390 45/1548 [..............................] - ETA: 7:47 - loss: 389.0180 - logits_profile_predictions_loss: 381.9548 - logcount_predictions_loss: 0.4387 46/1548 [..............................] - ETA: 7:47 - loss: 388.8956 - logits_profile_predictions_loss: 381.8342 - logcount_predictions_loss: 0.4386 47/1548 [..............................] - ETA: 7:47 - loss: 388.7674 - logits_profile_predictions_loss: 381.7089 - logcount_predictions_loss: 0.4384 48/1548 [..............................] - ETA: 7:46 - loss: 388.6525 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 374.1855 - logcount_predictions_loss: 0.4305 206/1548 [==>...........................] - ETA: 6:57 - loss: 381.0987 - logits_profile_predictions_loss: 374.1678 - logcount_predictions_loss: 0.4305 207/1548 [===>..........................] - ETA: 6:57 - loss: 381.0817 - logits_profile_predictions_loss: 374.1509 - logcount_predictions_loss: 0.4305 208/1548 [===>..........................] - ETA: 6:56 - loss: 381.0651 - logits_profile_predictions_loss: 374.1343 - logcount_predictions_loss: 0.4305 209/1548 [===>..........................] - ETA: 6:56 - loss: 381.0482 - logits_profile_predictions_loss: 374.1175 - logcount_predictions_loss: 0.4305 210/1548 [===>..........................] - ETA: 6:56 - loss: 381.0324 - logits_profile_predictions_loss: 374.1017 - logcount_predictions_loss: 0.4305 211/1548 [===>..........................] - ETA: 6:55 - loss: 381.0157 - logits_profile_predictions_loss: 374.0849 - logcount_predictions_loss: 0.4305 212/1548 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logits_profile_predictions_loss: 373.9779 - logcount_predictions_loss: 0.4305 219/1548 [===>..........................] - ETA: 6:53 - loss: 380.8948 - logits_profile_predictions_loss: 373.9632 - logcount_predictions_loss: 0.4305 220/1548 [===>..........................] - ETA: 6:53 - loss: 380.8800 - logits_profile_predictions_loss: 373.9484 - logcount_predictions_loss: 0.4305 221/1548 [===>..........................] - ETA: 6:52 - loss: 380.8642 - logits_profile_predictions_loss: 373.9326 - logcount_predictions_loss: 0.4305 222/1548 [===>..........................] - ETA: 6:52 - loss: 380.8488 - logits_profile_predictions_loss: 373.9172 - logcount_predictions_loss: 0.4305 223/1548 [===>..........................] - ETA: 6:52 - loss: 380.8343 - logits_profile_predictions_loss: 373.9028 - logcount_predictions_loss: 0.4305 224/1548 [===>..........................] - ETA: 6:51 - loss: 380.8194 - logits_profile_predictions_loss: 373.8880 - logcount_predictions_loss: 0.4305 225/1548 [===>..........................] - ETA: 6:51 - loss: 380.8036 - logits_profile_predictions_loss: 373.8723 - logcount_predictions_loss: 0.4305 226/1548 [===>..........................] - ETA: 6:51 - loss: 380.7875 - logits_profile_predictions_loss: 373.8563 - logcount_predictions_loss: 0.4305 227/1548 [===>..........................] - ETA: 6:51 - loss: 380.7720 - logits_profile_predictions_loss: 373.8409 - logcount_predictions_loss: 0.4305 228/1548 [===>..........................] - ETA: 6:50 - loss: 380.7574 - logits_profile_predictions_loss: 373.8265 - logcount_predictions_loss: 0.4305 229/1548 [===>..........................] - ETA: 6:50 - loss: 380.7427 - logits_profile_predictions_loss: 373.8119 - logcount_predictions_loss: 0.4305 230/1548 [===>..........................] - ETA: 6:50 - loss: 380.7284 - logits_profile_predictions_loss: 373.7978 - logcount_predictions_loss: 0.4305 231/1548 [===>..........................] - ETA: 6:49 - loss: 380.7141 - logits_profile_predictions_loss: 373.7836 - logcount_predictions_loss: 0.4305 232/1548 [===>..........................] - ETA: 6:49 - loss: 380.7002 - logits_profile_predictions_loss: 373.7699 - logcount_predictions_loss: 0.4305 233/1548 [===>..........................] - ETA: 6:49 - loss: 380.6855 - logits_profile_predictions_loss: 373.7554 - logcount_predictions_loss: 0.4304 234/1548 [===>..........................] - ETA: 6:48 - loss: 380.6706 - logits_profile_predictions_loss: 373.7408 - logcount_predictions_loss: 0.4304 235/1548 [===>..........................] - ETA: 6:48 - loss: 380.6568 - logits_profile_predictions_loss: 373.7272 - logcount_predictions_loss: 0.4304 236/1548 [===>..........................] - ETA: 6:48 - loss: 380.6429 - logits_profile_predictions_loss: 373.7135 - logcount_predictions_loss: 0.4304 237/1548 [===>..........................] - ETA: 6:47 - loss: 380.6290 - logits_profile_predictions_loss: 373.7000 - logcount_predictions_loss: 0.4304 238/1548 [===>..........................] - ETA: 6:47 - loss: 380.6162 - logits_profile_predictions_loss: 373.6874 - logcount_predictions_loss: 0.4304 239/1548 [===>..........................] - ETA: 6:47 - loss: 380.6037 - logits_profile_predictions_loss: 373.6751 - logcount_predictions_loss: 0.4304 240/1548 [===>..........................] - ETA: 6:47 - loss: 380.5910 - logits_profile_predictions_loss: 373.6626 - logcount_predictions_loss: 0.4303 241/1548 [===>..........................] - ETA: 6:46 - loss: 380.5791 - logits_profile_predictions_loss: 373.6508 - logcount_predictions_loss: 0.4303 242/1548 [===>..........................] - ETA: 6:46 - loss: 380.5669 - logits_profile_predictions_loss: 373.6388 - logcount_predictions_loss: 0.4303 243/1548 [===>..........................] - ETA: 6:46 - loss: 380.5550 - logits_profile_predictions_loss: 373.6272 - logcount_predictions_loss: 0.4303 244/1548 [===>..........................] - ETA: 6:45 - loss: 380.5432 - logits_profile_predictions_loss: 373.6156 - logcount_predictions_loss: 0.4303 245/1548 [===>..........................] - ETA: 6:45 - loss: 380.5318 - logits_profile_predictions_loss: 373.6045 - logcount_predictions_loss: 0.4303 246/1548 [===>..........................] - ETA: 6:45 - loss: 380.5202 - logits_profile_predictions_loss: 373.5931 - logcount_predictions_loss: 0.4303 247/1548 [===>..........................] - ETA: 6:44 - loss: 380.5082 - logits_profile_predictions_loss: 373.5814 - logcount_predictions_loss: 0.4302 248/1548 [===>..........................] - ETA: 6:44 - loss: 380.4965 - logits_profile_predictions_loss: 373.5699 - logcount_predictions_loss: 0.4302 249/1548 [===>..........................] - ETA: 6:44 - loss: 380.4860 - logits_profile_predictions_loss: 373.5597 - logcount_predictions_loss: 0.4302 250/1548 [===>..........................] - ETA: 6:44 - loss: 380.4748 - logits_profile_predictions_loss: 373.5488 - logcount_predictions_loss: 0.4302 251/1548 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logits_profile_predictions_loss: 373.4830 - logcount_predictions_loss: 0.4301 258/1548 [====>.........................] - ETA: 6:41 - loss: 380.3973 - logits_profile_predictions_loss: 373.4738 - logcount_predictions_loss: 0.4300 259/1548 [====>.........................] - ETA: 6:41 - loss: 380.3878 - logits_profile_predictions_loss: 373.4647 - logcount_predictions_loss: 0.4300 260/1548 [====>.........................] - ETA: 6:40 - loss: 380.3785 - logits_profile_predictions_loss: 373.4558 - logcount_predictions_loss: 0.4300 261/1548 [====>.........................] - ETA: 6:40 - loss: 380.3698 - logits_profile_predictions_loss: 373.4476 - logcount_predictions_loss: 0.4300 262/1548 [====>.........................] - ETA: 6:40 - loss: 380.3612 - logits_profile_predictions_loss: 373.4394 - logcount_predictions_loss: 0.4299 263/1548 [====>.........................] - ETA: 6:40 - loss: 380.3526 - logits_profile_predictions_loss: 373.4313 - logcount_predictions_loss: 0.4299 264/1548 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[====>.........................] - ETA: 6:35 - loss: 380.2242 - logits_profile_predictions_loss: 373.3090 - logcount_predictions_loss: 0.4295 278/1548 [====>.........................] - ETA: 6:35 - loss: 380.2147 - logits_profile_predictions_loss: 373.2999 - logcount_predictions_loss: 0.4295 279/1548 [====>.........................] - ETA: 6:35 - loss: 380.2054 - logits_profile_predictions_loss: 373.2910 - logcount_predictions_loss: 0.4295 280/1548 [====>.........................] - ETA: 6:34 - loss: 380.1957 - logits_profile_predictions_loss: 373.2819 - logcount_predictions_loss: 0.4294 281/1548 [====>.........................] - ETA: 6:34 - loss: 380.1867 - logits_profile_predictions_loss: 373.2732 - logcount_predictions_loss: 0.4294 282/1548 [====>.........................] - ETA: 6:34 - loss: 380.1767 - logits_profile_predictions_loss: 373.2637 - logcount_predictions_loss: 0.4294 283/1548 [====>.........................] - ETA: 6:33 - loss: 380.1665 - logits_profile_predictions_loss: 373.2539 - logcount_predictions_loss: 0.4294 284/1548 [====>.........................] - ETA: 6:33 - loss: 380.1559 - logits_profile_predictions_loss: 373.2437 - logcount_predictions_loss: 0.4293 285/1548 [====>.........................] - ETA: 6:33 - loss: 380.1458 - logits_profile_predictions_loss: 373.2341 - logcount_predictions_loss: 0.4293 286/1548 [====>.........................] - ETA: 6:32 - loss: 380.1364 - logits_profile_predictions_loss: 373.2252 - logcount_predictions_loss: 0.4293 287/1548 [====>.........................] - ETA: 6:32 - loss: 380.1269 - logits_profile_predictions_loss: 373.2162 - logcount_predictions_loss: 0.4292 288/1548 [====>.........................] - ETA: 6:32 - loss: 380.1180 - logits_profile_predictions_loss: 373.2077 - logcount_predictions_loss: 0.4292 289/1548 [====>.........................] - ETA: 6:32 - loss: 380.1088 - logits_profile_predictions_loss: 373.1990 - logcount_predictions_loss: 0.4292 290/1548 [====>.........................] - ETA: 6:31 - loss: 380.1008 - logits_profile_predictions_loss: 373.1914 - logcount_predictions_loss: 0.4292 291/1548 [====>.........................] - ETA: 6:31 - loss: 380.0937 - logits_profile_predictions_loss: 373.1848 - logcount_predictions_loss: 0.4291 292/1548 [====>.........................] - ETA: 6:31 - loss: 380.0862 - logits_profile_predictions_loss: 373.1776 - logcount_predictions_loss: 0.4291 293/1548 [====>.........................] - ETA: 6:30 - loss: 380.0785 - logits_profile_predictions_loss: 373.1703 - logcount_predictions_loss: 0.4291 294/1548 [====>.........................] - ETA: 6:30 - loss: 380.0714 - logits_profile_predictions_loss: 373.1636 - logcount_predictions_loss: 0.4291 295/1548 [====>.........................] - ETA: 6:30 - loss: 380.0643 - logits_profile_predictions_loss: 373.1569 - logcount_predictions_loss: 0.4290 296/1548 [====>.........................] - ETA: 6:29 - loss: 380.0567 - logits_profile_predictions_loss: 373.1497 - logcount_predictions_loss: 0.4290 297/1548 [====>.........................] - ETA: 6:29 - loss: 380.0497 - logits_profile_predictions_loss: 373.1431 - logcount_predictions_loss: 0.4290 298/1548 [====>.........................] - ETA: 6:29 - loss: 380.0421 - logits_profile_predictions_loss: 373.1360 - logcount_predictions_loss: 0.4290 299/1548 [====>.........................] - ETA: 6:28 - loss: 380.0344 - logits_profile_predictions_loss: 373.1286 - logcount_predictions_loss: 0.4289 300/1548 [====>.........................] - ETA: 6:28 - loss: 380.0267 - logits_profile_predictions_loss: 373.1213 - logcount_predictions_loss: 0.4289 301/1548 [====>.........................] - ETA: 6:28 - loss: 380.0189 - logits_profile_predictions_loss: 373.1139 - logcount_predictions_loss: 0.4289 302/1548 [====>.........................] - ETA: 6:28 - loss: 380.0119 - logits_profile_predictions_loss: 373.1073 - logcount_predictions_loss: 0.4289 303/1548 [====>.........................] - ETA: 6:27 - loss: 380.0047 - logits_profile_predictions_loss: 373.1003 - logcount_predictions_loss: 0.4288 304/1548 [====>.........................] - ETA: 6:27 - loss: 379.9974 - logits_profile_predictions_loss: 373.0934 - logcount_predictions_loss: 0.4288 305/1548 [====>.........................] - ETA: 6:27 - loss: 379.9904 - logits_profile_predictions_loss: 373.0867 - logcount_predictions_loss: 0.4288 306/1548 [====>.........................] - ETA: 6:26 - loss: 379.9845 - logits_profile_predictions_loss: 373.0812 - logcount_predictions_loss: 0.4288 307/1548 [====>.........................] - ETA: 6:26 - loss: 379.9790 - logits_profile_predictions_loss: 373.0761 - logcount_predictions_loss: 0.4288 308/1548 [====>.........................] - ETA: 6:26 - loss: 379.9735 - logits_profile_predictions_loss: 373.0709 - logcount_predictions_loss: 0.4287 309/1548 [====>.........................] - ETA: 6:25 - loss: 379.9678 - logits_profile_predictions_loss: 373.0655 - logcount_predictions_loss: 0.4287 310/1548 [=====>........................] - ETA: 6:25 - loss: 379.9623 - logits_profile_predictions_loss: 373.0604 - logcount_predictions_loss: 0.4287 311/1548 [=====>........................] - ETA: 6:25 - loss: 379.9568 - logits_profile_predictions_loss: 373.0552 - logcount_predictions_loss: 0.4287 312/1548 [=====>........................] - ETA: 6:24 - loss: 379.9516 - logits_profile_predictions_loss: 373.0504 - logcount_predictions_loss: 0.4287 313/1548 [=====>........................] - ETA: 6:24 - loss: 379.9466 - logits_profile_predictions_loss: 373.0457 - logcount_predictions_loss: 0.4286 314/1548 [=====>........................] - ETA: 6:24 - loss: 379.9416 - logits_profile_predictions_loss: 373.0410 - logcount_predictions_loss: 0.4286 315/1548 [=====>........................] - ETA: 6:24 - loss: 379.9363 - logits_profile_predictions_loss: 373.0360 - logcount_predictions_loss: 0.4286 316/1548 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[===========================>..] - ETA: 23s - loss: 378.7703 - logits_profile_predictions_loss: 371.9937 - logcount_predictions_loss: 0.4209 1474/1548 [===========================>..] - ETA: 23s - loss: 378.7704 - logits_profile_predictions_loss: 371.9939 - logcount_predictions_loss: 0.4209 1475/1548 [===========================>..] - ETA: 22s - loss: 378.7706 - logits_profile_predictions_loss: 371.9940 - logcount_predictions_loss: 0.4209 1476/1548 [===========================>..] - ETA: 22s - loss: 378.7707 - logits_profile_predictions_loss: 371.9942 - logcount_predictions_loss: 0.4209 1477/1548 [===========================>..] - ETA: 22s - loss: 378.7708 - logits_profile_predictions_loss: 371.9944 - logcount_predictions_loss: 0.4209 1478/1548 [===========================>..] - ETA: 21s - loss: 378.7709 - logits_profile_predictions_loss: 371.9946 - logcount_predictions_loss: 0.4209 1479/1548 [===========================>..] - ETA: 21s - loss: 378.7711 - 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[===========================>..] - ETA: 19s - loss: 378.7722 - logits_profile_predictions_loss: 371.9964 - logcount_predictions_loss: 0.4209 1487/1548 [===========================>..] - ETA: 19s - loss: 378.7723 - logits_profile_predictions_loss: 371.9966 - logcount_predictions_loss: 0.4208 1488/1548 [===========================>..] - ETA: 18s - loss: 378.7725 - logits_profile_predictions_loss: 371.9968 - logcount_predictions_loss: 0.4208 1489/1548 [===========================>..] - ETA: 18s - loss: 378.7727 - logits_profile_predictions_loss: 371.9970 - logcount_predictions_loss: 0.4208 1490/1548 [===========================>..] - ETA: 18s - loss: 378.7729 - logits_profile_predictions_loss: 371.9973 - logcount_predictions_loss: 0.4208 1491/1548 [===========================>..] - ETA: 17s - loss: 378.7730 - logits_profile_predictions_loss: 371.9975 - logcount_predictions_loss: 0.4208 1492/1548 [===========================>..] - ETA: 17s - loss: 378.7732 - 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[============================>.] - ETA: 15s - loss: 378.7746 - logits_profile_predictions_loss: 371.9996 - logcount_predictions_loss: 0.4208 1500/1548 [============================>.] - ETA: 14s - loss: 378.7748 - logits_profile_predictions_loss: 371.9999 - logcount_predictions_loss: 0.4208 1501/1548 [============================>.] - ETA: 14s - loss: 378.7750 - logits_profile_predictions_loss: 372.0002 - logcount_predictions_loss: 0.4208 1502/1548 [============================>.] - ETA: 14s - loss: 378.7752 - logits_profile_predictions_loss: 372.0005 - logcount_predictions_loss: 0.4208 1503/1548 [============================>.] - ETA: 14s - loss: 378.7754 - logits_profile_predictions_loss: 372.0008 - logcount_predictions_loss: 0.4208 1504/1548 [============================>.] - ETA: 13s - loss: 378.7757 - logits_profile_predictions_loss: 372.0011 - logcount_predictions_loss: 0.4208 1505/1548 [============================>.] - ETA: 13s - loss: 378.7759 - 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[============================>.] - ETA: 11s - loss: 378.7776 - logits_profile_predictions_loss: 372.0035 - logcount_predictions_loss: 0.4207 1513/1548 [============================>.] - ETA: 10s - loss: 378.7778 - logits_profile_predictions_loss: 372.0038 - logcount_predictions_loss: 0.4207 1514/1548 [============================>.] - ETA: 10s - loss: 378.7781 - logits_profile_predictions_loss: 372.0042 - logcount_predictions_loss: 0.4207 1515/1548 [============================>.] - ETA: 10s - loss: 378.7783 - logits_profile_predictions_loss: 372.0045 - logcount_predictions_loss: 0.4207 1516/1548 [============================>.] - ETA: 9s - loss: 378.7786 - logits_profile_predictions_loss: 372.0048 - logcount_predictions_loss: 0.4207  1517/1548 [============================>.] - ETA: 9s - loss: 378.7789 - logits_profile_predictions_loss: 372.0052 - logcount_predictions_loss: 0.4207 1518/1548 [============================>.] - ETA: 9s - loss: 378.7792 - logits_profile_predictions_loss: 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1532/1548 [============================>.] - ETA: 4s - loss: 378.7828 - logits_profile_predictions_loss: 372.0101 - logcount_predictions_loss: 0.4207 1533/1548 [============================>.] - ETA: 4s - loss: 378.7830 - logits_profile_predictions_loss: 372.0104 - logcount_predictions_loss: 0.4207 1534/1548 [============================>.] - ETA: 4s - loss: 378.7833 - logits_profile_predictions_loss: 372.0107 - logcount_predictions_loss: 0.4206 1535/1548 [============================>.] - ETA: 4s - loss: 378.7835 - logits_profile_predictions_loss: 372.0110 - logcount_predictions_loss: 0.4206 1536/1548 [============================>.] - ETA: 3s - loss: 378.7838 - logits_profile_predictions_loss: 372.0114 - logcount_predictions_loss: 0.4206 1537/1548 [============================>.] - ETA: 3s - loss: 378.7841 - logits_profile_predictions_loss: 372.0117 - logcount_predictions_loss: 0.4206 1538/1548 [============================>.] - ETA: 3s - loss: 378.7844 - logits_profile_predictions_loss: 372.0121 - logcount_predictions_loss: 0.4206 1539/1548 [============================>.] - ETA: 2s - loss: 378.7847 - logits_profile_predictions_loss: 372.0125 - logcount_predictions_loss: 0.4206 1540/1548 [============================>.] - ETA: 2s - loss: 378.7850 - logits_profile_predictions_loss: 372.0129 - logcount_predictions_loss: 0.4206 1541/1548 [============================>.] - ETA: 2s - loss: 378.7853 - logits_profile_predictions_loss: 372.0132 - logcount_predictions_loss: 0.4206 1542/1548 [============================>.] - ETA: 1s - loss: 378.7856 - logits_profile_predictions_loss: 372.0136 - logcount_predictions_loss: 0.4206 1543/1548 [============================>.] - ETA: 1s - loss: 378.7859 - logits_profile_predictions_loss: 372.0140 - logcount_predictions_loss: 0.4206 1544/1548 [============================>.] - ETA: 1s - loss: 378.7862 - logits_profile_predictions_loss: 372.0143 - logcount_predictions_loss: 0.4206 1545/1548 [============================>.] - ETA: 0s - loss: 378.7865 - logits_profile_predictions_loss: 372.0147 - logcount_predictions_loss: 0.4206 1546/1548 [============================>.] - ETA: 0s - loss: 378.7868 - logits_profile_predictions_loss: 372.0150 - logcount_predictions_loss: 0.4206 1547/1548 [============================>.] - ETA: 0s - loss: 378.7870 - logits_profile_predictions_loss: 372.0154 - logcount_predictions_loss: 0.4206 1548/1548 [==============================] - ETA: 0s - loss: 378.7873 - logits_profile_predictions_loss: 372.0157 - logcount_predictions_loss: 0.4206 1548/1548 [==============================] - 503s 325ms/step - loss: 378.7875 - logits_profile_predictions_loss: 372.0160 - logcount_predictions_loss: 0.4206 - val_loss: 411.7477 - val_logits_profile_predictions_loss: 403.9449 - val_logcount_predictions_loss: 0.4846 Epoch 00007: val_loss did not improve from 410.89334 Epoch 8/50 1/1548 [..............................] - ETA: 8:13 - loss: 378.8806 - logits_profile_predictions_loss: 372.1863 - logcount_predictions_loss: 0.4158 2/1548 [..............................] - ETA: 7:58 - loss: 375.9761 - logits_profile_predictions_loss: 369.7433 - logcount_predictions_loss: 0.3871 3/1548 [..............................] - ETA: 7:58 - loss: 374.4980 - logits_profile_predictions_loss: 368.5503 - logcount_predictions_loss: 0.3694 4/1548 [..............................] - ETA: 7:59 - loss: 378.1330 - logits_profile_predictions_loss: 372.3592 - logcount_predictions_loss: 0.3586 5/1548 [..............................] - ETA: 7:59 - loss: 379.0189 - logits_profile_predictions_loss: 373.3479 - logcount_predictions_loss: 0.3522 6/1548 [..............................] - ETA: 7:58 - loss: 379.0940 - logits_profile_predictions_loss: 373.4069 - logcount_predictions_loss: 0.3532 7/1548 [..............................] - ETA: 7:58 - loss: 379.7855 - logits_profile_predictions_loss: 374.0730 - logcount_predictions_loss: 0.3548 8/1548 [..............................] - ETA: 7:58 - loss: 380.9850 - logits_profile_predictions_loss: 375.1840 - logcount_predictions_loss: 0.3603 9/1548 [..............................] - ETA: 7:58 - loss: 381.2435 - logits_profile_predictions_loss: 375.3831 - logcount_predictions_loss: 0.3640 10/1548 [..............................] - ETA: 7:57 - loss: 381.8756 - logits_profile_predictions_loss: 375.9682 - logcount_predictions_loss: 0.3669 11/1548 [..............................] - ETA: 7:57 - loss: 382.4472 - logits_profile_predictions_loss: 376.4944 - logcount_predictions_loss: 0.3697 12/1548 [..............................] - ETA: 7:57 - loss: 382.8957 - logits_profile_predictions_loss: 376.9022 - logcount_predictions_loss: 0.3723 13/1548 [..............................] - ETA: 7:56 - loss: 383.4083 - logits_profile_predictions_loss: 377.3854 - logcount_predictions_loss: 0.3741 14/1548 [..............................] - ETA: 7:56 - loss: 383.5308 - logits_profile_predictions_loss: 377.4935 - logcount_predictions_loss: 0.3750 15/1548 [..............................] - ETA: 7:56 - loss: 383.1346 - logits_profile_predictions_loss: 377.0919 - logcount_predictions_loss: 0.3753 16/1548 [..............................] - ETA: 7:56 - loss: 382.8775 - logits_profile_predictions_loss: 376.8307 - logcount_predictions_loss: 0.3756 17/1548 [..............................] - ETA: 7:55 - loss: 382.5392 - logits_profile_predictions_loss: 376.4875 - logcount_predictions_loss: 0.3759 18/1548 [..............................] - ETA: 7:55 - loss: 382.2773 - logits_profile_predictions_loss: 376.2118 - logcount_predictions_loss: 0.3767 19/1548 [..............................] - ETA: 7:55 - loss: 382.0692 - logits_profile_predictions_loss: 375.9922 - logcount_predictions_loss: 0.3775 20/1548 [..............................] - ETA: 7:55 - loss: 381.8453 - logits_profile_predictions_loss: 375.7594 - logcount_predictions_loss: 0.3780 21/1548 [..............................] - ETA: 7:54 - loss: 381.5349 - logits_profile_predictions_loss: 375.4357 - logcount_predictions_loss: 0.3788 22/1548 [..............................] - ETA: 7:54 - loss: 381.3104 - logits_profile_predictions_loss: 375.2000 - logcount_predictions_loss: 0.3795 23/1548 [..............................] - ETA: 7:54 - loss: 381.1397 - logits_profile_predictions_loss: 375.0192 - logcount_predictions_loss: 0.3802 24/1548 [..............................] - ETA: 7:53 - loss: 381.0250 - logits_profile_predictions_loss: 374.8983 - logcount_predictions_loss: 0.3805 25/1548 [..............................] - ETA: 7:53 - loss: 381.0020 - logits_profile_predictions_loss: 374.8647 - logcount_predictions_loss: 0.3812 26/1548 [..............................] - ETA: 7:53 - loss: 381.0411 - logits_profile_predictions_loss: 374.8937 - logcount_predictions_loss: 0.3818 27/1548 [..............................] - ETA: 7:52 - loss: 381.0644 - logits_profile_predictions_loss: 374.9079 - logcount_predictions_loss: 0.3824 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[==>...........................] - ETA: 7:04 - loss: 378.2292 - logits_profile_predictions_loss: 371.8732 - logcount_predictions_loss: 0.3948 186/1548 [==>...........................] - ETA: 7:04 - loss: 378.2145 - logits_profile_predictions_loss: 371.8589 - logcount_predictions_loss: 0.3948 187/1548 [==>...........................] - ETA: 7:04 - loss: 378.1998 - logits_profile_predictions_loss: 371.8446 - logcount_predictions_loss: 0.3947 188/1548 [==>...........................] - ETA: 7:03 - loss: 378.1843 - logits_profile_predictions_loss: 371.8295 - logcount_predictions_loss: 0.3947 189/1548 [==>...........................] - ETA: 7:03 - loss: 378.1679 - logits_profile_predictions_loss: 371.8135 - logcount_predictions_loss: 0.3947 190/1548 [==>...........................] - ETA: 7:03 - loss: 378.1515 - logits_profile_predictions_loss: 371.7974 - logcount_predictions_loss: 0.3947 191/1548 [==>...........................] - ETA: 7:02 - loss: 378.1357 - 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[==>...........................] - ETA: 7:00 - loss: 378.0233 - logits_profile_predictions_loss: 371.6728 - logcount_predictions_loss: 0.3944 199/1548 [==>...........................] - ETA: 7:00 - loss: 378.0081 - logits_profile_predictions_loss: 371.6580 - logcount_predictions_loss: 0.3944 200/1548 [==>...........................] - ETA: 7:00 - loss: 377.9920 - logits_profile_predictions_loss: 371.6426 - logcount_predictions_loss: 0.3944 201/1548 [==>...........................] - ETA: 6:59 - loss: 377.9763 - logits_profile_predictions_loss: 371.6273 - logcount_predictions_loss: 0.3944 202/1548 [==>...........................] - ETA: 6:59 - loss: 377.9590 - logits_profile_predictions_loss: 371.6106 - logcount_predictions_loss: 0.3943 203/1548 [==>...........................] - ETA: 6:59 - loss: 377.9427 - logits_profile_predictions_loss: 371.5948 - logcount_predictions_loss: 0.3943 204/1548 [==>...........................] - ETA: 6:58 - loss: 377.9271 - logits_profile_predictions_loss: 371.5797 - logcount_predictions_loss: 0.3943 205/1548 [==>...........................] - ETA: 6:58 - loss: 377.9119 - logits_profile_predictions_loss: 371.5650 - logcount_predictions_loss: 0.3942 206/1548 [==>...........................] - ETA: 6:58 - loss: 377.8967 - logits_profile_predictions_loss: 371.5503 - logcount_predictions_loss: 0.3942 207/1548 [===>..........................] - ETA: 6:57 - loss: 377.8800 - logits_profile_predictions_loss: 371.5341 - logcount_predictions_loss: 0.3942 208/1548 [===>..........................] - ETA: 6:57 - loss: 377.8640 - logits_profile_predictions_loss: 371.5186 - logcount_predictions_loss: 0.3941 209/1548 [===>..........................] - ETA: 6:57 - loss: 377.8489 - logits_profile_predictions_loss: 371.5040 - logcount_predictions_loss: 0.3941 210/1548 [===>..........................] - ETA: 6:57 - loss: 377.8331 - logits_profile_predictions_loss: 371.4888 - logcount_predictions_loss: 0.3941 211/1548 [===>..........................] - ETA: 6:56 - loss: 377.8181 - logits_profile_predictions_loss: 371.4742 - logcount_predictions_loss: 0.3940 212/1548 [===>..........................] - ETA: 6:56 - loss: 377.8045 - logits_profile_predictions_loss: 371.4611 - logcount_predictions_loss: 0.3940 213/1548 [===>..........................] - ETA: 6:56 - loss: 377.7904 - logits_profile_predictions_loss: 371.4474 - logcount_predictions_loss: 0.3940 214/1548 [===>..........................] - ETA: 6:55 - loss: 377.7760 - logits_profile_predictions_loss: 371.4334 - logcount_predictions_loss: 0.3940 215/1548 [===>..........................] - ETA: 6:55 - loss: 377.7612 - logits_profile_predictions_loss: 371.4190 - logcount_predictions_loss: 0.3939 216/1548 [===>..........................] - ETA: 6:55 - loss: 377.7453 - logits_profile_predictions_loss: 371.4035 - logcount_predictions_loss: 0.3939 217/1548 [===>..........................] - ETA: 6:54 - loss: 377.7288 - logits_profile_predictions_loss: 371.3875 - logcount_predictions_loss: 0.3939 218/1548 [===>..........................] - ETA: 6:54 - loss: 377.7119 - logits_profile_predictions_loss: 371.3710 - logcount_predictions_loss: 0.3939 219/1548 [===>..........................] - ETA: 6:54 - loss: 377.6958 - logits_profile_predictions_loss: 371.3551 - logcount_predictions_loss: 0.3938 220/1548 [===>..........................] - ETA: 6:53 - loss: 377.6789 - logits_profile_predictions_loss: 371.3386 - logcount_predictions_loss: 0.3938 221/1548 [===>..........................] - ETA: 6:53 - loss: 377.6626 - logits_profile_predictions_loss: 371.3226 - logcount_predictions_loss: 0.3938 222/1548 [===>..........................] - ETA: 6:53 - loss: 377.6463 - logits_profile_predictions_loss: 371.3067 - logcount_predictions_loss: 0.3938 223/1548 [===>..........................] - ETA: 6:53 - loss: 377.6300 - logits_profile_predictions_loss: 371.2907 - logcount_predictions_loss: 0.3937 224/1548 [===>..........................] - ETA: 6:52 - loss: 377.6136 - logits_profile_predictions_loss: 371.2747 - logcount_predictions_loss: 0.3937 225/1548 [===>..........................] - ETA: 6:52 - loss: 377.5960 - logits_profile_predictions_loss: 371.2574 - logcount_predictions_loss: 0.3937 226/1548 [===>..........................] - ETA: 6:52 - loss: 377.5776 - logits_profile_predictions_loss: 371.2395 - logcount_predictions_loss: 0.3937 227/1548 [===>..........................] - ETA: 6:51 - loss: 377.5599 - logits_profile_predictions_loss: 371.2221 - logcount_predictions_loss: 0.3937 228/1548 [===>..........................] - ETA: 6:51 - loss: 377.5427 - logits_profile_predictions_loss: 371.2053 - logcount_predictions_loss: 0.3936 229/1548 [===>..........................] - ETA: 6:51 - loss: 377.5254 - logits_profile_predictions_loss: 371.1884 - logcount_predictions_loss: 0.3936 230/1548 [===>..........................] - ETA: 6:50 - loss: 377.5087 - logits_profile_predictions_loss: 371.1720 - logcount_predictions_loss: 0.3936 231/1548 [===>..........................] - ETA: 6:50 - loss: 377.4929 - logits_profile_predictions_loss: 371.1566 - logcount_predictions_loss: 0.3936 232/1548 [===>..........................] - ETA: 6:50 - loss: 377.4776 - logits_profile_predictions_loss: 371.1416 - logcount_predictions_loss: 0.3935 233/1548 [===>..........................] - ETA: 6:49 - loss: 377.4633 - logits_profile_predictions_loss: 371.1276 - logcount_predictions_loss: 0.3935 234/1548 [===>..........................] - ETA: 6:49 - loss: 377.4497 - logits_profile_predictions_loss: 371.1143 - logcount_predictions_loss: 0.3935 235/1548 [===>..........................] - ETA: 6:49 - loss: 377.4352 - logits_profile_predictions_loss: 371.1001 - logcount_predictions_loss: 0.3935 236/1548 [===>..........................] - ETA: 6:48 - loss: 377.4211 - logits_profile_predictions_loss: 371.0863 - logcount_predictions_loss: 0.3935 237/1548 [===>..........................] - ETA: 6:48 - loss: 377.4074 - logits_profile_predictions_loss: 371.0729 - logcount_predictions_loss: 0.3935 238/1548 [===>..........................] - ETA: 6:48 - loss: 377.3938 - logits_profile_predictions_loss: 371.0596 - logcount_predictions_loss: 0.3934 239/1548 [===>..........................] - ETA: 6:48 - loss: 377.3803 - logits_profile_predictions_loss: 371.0464 - logcount_predictions_loss: 0.3934 240/1548 [===>..........................] - ETA: 6:47 - loss: 377.3663 - logits_profile_predictions_loss: 371.0327 - logcount_predictions_loss: 0.3934 241/1548 [===>..........................] - ETA: 6:47 - loss: 377.3518 - logits_profile_predictions_loss: 371.0185 - logcount_predictions_loss: 0.3934 242/1548 [===>..........................] - ETA: 6:47 - loss: 377.3371 - logits_profile_predictions_loss: 371.0041 - logcount_predictions_loss: 0.3934 243/1548 [===>..........................] - ETA: 6:46 - loss: 377.3231 - logits_profile_predictions_loss: 370.9904 - logcount_predictions_loss: 0.3933 244/1548 [===>..........................] - ETA: 6:46 - loss: 377.3102 - logits_profile_predictions_loss: 370.9777 - logcount_predictions_loss: 0.3933 245/1548 [===>..........................] - ETA: 6:46 - loss: 377.2976 - logits_profile_predictions_loss: 370.9654 - logcount_predictions_loss: 0.3933 246/1548 [===>..........................] - ETA: 6:45 - loss: 377.2852 - logits_profile_predictions_loss: 370.9532 - logcount_predictions_loss: 0.3933 247/1548 [===>..........................] - ETA: 6:45 - loss: 377.2732 - logits_profile_predictions_loss: 370.9413 - logcount_predictions_loss: 0.3933 248/1548 [===>..........................] - ETA: 6:45 - loss: 377.2621 - logits_profile_predictions_loss: 370.9303 - logcount_predictions_loss: 0.3933 249/1548 [===>..........................] - ETA: 6:44 - loss: 377.2516 - logits_profile_predictions_loss: 370.9199 - logcount_predictions_loss: 0.3933 250/1548 [===>..........................] - ETA: 6:44 - loss: 377.2425 - logits_profile_predictions_loss: 370.9108 - logcount_predictions_loss: 0.3933 251/1548 [===>..........................] - ETA: 6:44 - loss: 377.2332 - logits_profile_predictions_loss: 370.9015 - logcount_predictions_loss: 0.3933 252/1548 [===>..........................] - ETA: 6:44 - loss: 377.2240 - logits_profile_predictions_loss: 370.8924 - logcount_predictions_loss: 0.3933 253/1548 [===>..........................] - ETA: 6:43 - loss: 377.2152 - logits_profile_predictions_loss: 370.8837 - logcount_predictions_loss: 0.3933 254/1548 [===>..........................] - ETA: 6:43 - loss: 377.2069 - logits_profile_predictions_loss: 370.8754 - logcount_predictions_loss: 0.3933 255/1548 [===>..........................] - ETA: 6:43 - loss: 377.1992 - logits_profile_predictions_loss: 370.8677 - logcount_predictions_loss: 0.3933 256/1548 [===>..........................] - ETA: 6:42 - loss: 377.1913 - 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[====>.........................] - ETA: 6:40 - loss: 377.1448 - logits_profile_predictions_loss: 370.8129 - logcount_predictions_loss: 0.3933 264/1548 [====>.........................] - ETA: 6:40 - loss: 377.1391 - logits_profile_predictions_loss: 370.8070 - logcount_predictions_loss: 0.3933 265/1548 [====>.........................] - ETA: 6:40 - loss: 377.1341 - logits_profile_predictions_loss: 370.8019 - logcount_predictions_loss: 0.3933 266/1548 [====>.........................] - ETA: 6:39 - loss: 377.1288 - logits_profile_predictions_loss: 370.7965 - logcount_predictions_loss: 0.3933 267/1548 [====>.........................] - ETA: 6:39 - loss: 377.1237 - logits_profile_predictions_loss: 370.7912 - logcount_predictions_loss: 0.3933 268/1548 [====>.........................] - ETA: 6:39 - loss: 377.1184 - logits_profile_predictions_loss: 370.7858 - logcount_predictions_loss: 0.3933 269/1548 [====>.........................] - ETA: 6:38 - loss: 377.1131 - logits_profile_predictions_loss: 370.7803 - logcount_predictions_loss: 0.3933 270/1548 [====>.........................] - ETA: 6:38 - loss: 377.1074 - logits_profile_predictions_loss: 370.7743 - logcount_predictions_loss: 0.3934 271/1548 [====>.........................] - ETA: 6:38 - loss: 377.1012 - logits_profile_predictions_loss: 370.7679 - logcount_predictions_loss: 0.3934 272/1548 [====>.........................] - ETA: 6:37 - loss: 377.0949 - logits_profile_predictions_loss: 370.7614 - logcount_predictions_loss: 0.3934 273/1548 [====>.........................] - ETA: 6:37 - loss: 377.0891 - logits_profile_predictions_loss: 370.7553 - logcount_predictions_loss: 0.3934 274/1548 [====>.........................] - ETA: 6:37 - loss: 377.0835 - logits_profile_predictions_loss: 370.7495 - logcount_predictions_loss: 0.3934 275/1548 [====>.........................] - ETA: 6:36 - loss: 377.0785 - logits_profile_predictions_loss: 370.7442 - logcount_predictions_loss: 0.3934 276/1548 [====>.........................] - ETA: 6:36 - loss: 377.0733 - logits_profile_predictions_loss: 370.7388 - logcount_predictions_loss: 0.3934 277/1548 [====>.........................] - ETA: 6:36 - loss: 377.0683 - logits_profile_predictions_loss: 370.7336 - logcount_predictions_loss: 0.3935 278/1548 [====>.........................] - ETA: 6:35 - loss: 377.0629 - logits_profile_predictions_loss: 370.7280 - logcount_predictions_loss: 0.3935 279/1548 [====>.........................] - ETA: 6:35 - loss: 377.0577 - logits_profile_predictions_loss: 370.7226 - logcount_predictions_loss: 0.3935 280/1548 [====>.........................] - ETA: 6:35 - loss: 377.0522 - logits_profile_predictions_loss: 370.7168 - logcount_predictions_loss: 0.3935 281/1548 [====>.........................] - ETA: 6:35 - loss: 377.0468 - logits_profile_predictions_loss: 370.7112 - logcount_predictions_loss: 0.3935 282/1548 [====>.........................] - ETA: 6:34 - loss: 377.0411 - logits_profile_predictions_loss: 370.7054 - logcount_predictions_loss: 0.3935 283/1548 [====>.........................] - ETA: 6:34 - loss: 377.0357 - logits_profile_predictions_loss: 370.6997 - logcount_predictions_loss: 0.3935 284/1548 [====>.........................] - ETA: 6:34 - loss: 377.0299 - logits_profile_predictions_loss: 370.6937 - logcount_predictions_loss: 0.3936 285/1548 [====>.........................] - ETA: 6:33 - loss: 377.0239 - logits_profile_predictions_loss: 370.6876 - logcount_predictions_loss: 0.3936 286/1548 [====>.........................] - ETA: 6:33 - loss: 377.0176 - logits_profile_predictions_loss: 370.6811 - logcount_predictions_loss: 0.3936 287/1548 [====>.........................] - ETA: 6:33 - loss: 377.0110 - logits_profile_predictions_loss: 370.6743 - logcount_predictions_loss: 0.3936 288/1548 [====>.........................] - ETA: 6:32 - loss: 377.0042 - logits_profile_predictions_loss: 370.6674 - logcount_predictions_loss: 0.3936 289/1548 [====>.........................] - ETA: 6:32 - loss: 376.9977 - logits_profile_predictions_loss: 370.6607 - logcount_predictions_loss: 0.3936 290/1548 [====>.........................] - ETA: 6:32 - loss: 376.9907 - logits_profile_predictions_loss: 370.6535 - logcount_predictions_loss: 0.3936 291/1548 [====>.........................] - ETA: 6:31 - loss: 376.9833 - logits_profile_predictions_loss: 370.6460 - logcount_predictions_loss: 0.3936 292/1548 [====>.........................] - ETA: 6:31 - loss: 376.9769 - logits_profile_predictions_loss: 370.6395 - logcount_predictions_loss: 0.3936 293/1548 [====>.........................] - ETA: 6:31 - loss: 376.9706 - logits_profile_predictions_loss: 370.6330 - logcount_predictions_loss: 0.3936 294/1548 [====>.........................] - ETA: 6:31 - loss: 376.9646 - logits_profile_predictions_loss: 370.6269 - logcount_predictions_loss: 0.3937 295/1548 [====>.........................] - ETA: 6:30 - loss: 376.9581 - logits_profile_predictions_loss: 370.6202 - logcount_predictions_loss: 0.3937 296/1548 [====>.........................] - ETA: 6:30 - loss: 376.9523 - logits_profile_predictions_loss: 370.6142 - logcount_predictions_loss: 0.3937 297/1548 [====>.........................] - ETA: 6:30 - loss: 376.9473 - logits_profile_predictions_loss: 370.6091 - logcount_predictions_loss: 0.3937 298/1548 [====>.........................] - ETA: 6:29 - loss: 376.9422 - logits_profile_predictions_loss: 370.6039 - logcount_predictions_loss: 0.3937 299/1548 [====>.........................] - ETA: 6:29 - loss: 376.9376 - logits_profile_predictions_loss: 370.5991 - logcount_predictions_loss: 0.3937 300/1548 [====>.........................] - ETA: 6:29 - loss: 376.9326 - logits_profile_predictions_loss: 370.5940 - logcount_predictions_loss: 0.3937 301/1548 [====>.........................] - ETA: 6:28 - loss: 376.9282 - logits_profile_predictions_loss: 370.5895 - logcount_predictions_loss: 0.3937 302/1548 [====>.........................] - ETA: 6:28 - loss: 376.9236 - logits_profile_predictions_loss: 370.5848 - logcount_predictions_loss: 0.3937 303/1548 [====>.........................] - ETA: 6:28 - loss: 376.9188 - logits_profile_predictions_loss: 370.5798 - logcount_predictions_loss: 0.3937 304/1548 [====>.........................] - ETA: 6:27 - loss: 376.9138 - logits_profile_predictions_loss: 370.5747 - logcount_predictions_loss: 0.3937 305/1548 [====>.........................] - ETA: 6:27 - loss: 376.9085 - logits_profile_predictions_loss: 370.5692 - logcount_predictions_loss: 0.3937 306/1548 [====>.........................] - ETA: 6:27 - loss: 376.9035 - logits_profile_predictions_loss: 370.5640 - logcount_predictions_loss: 0.3938 307/1548 [====>.........................] - ETA: 6:26 - loss: 376.8985 - logits_profile_predictions_loss: 370.5589 - logcount_predictions_loss: 0.3938 308/1548 [====>.........................] - ETA: 6:26 - loss: 376.8941 - logits_profile_predictions_loss: 370.5543 - logcount_predictions_loss: 0.3938 309/1548 [====>.........................] - ETA: 6:26 - loss: 376.8900 - logits_profile_predictions_loss: 370.5500 - logcount_predictions_loss: 0.3938 310/1548 [=====>........................] - ETA: 6:26 - loss: 376.8855 - logits_profile_predictions_loss: 370.5453 - logcount_predictions_loss: 0.3938 311/1548 [=====>........................] - ETA: 6:25 - loss: 376.8812 - logits_profile_predictions_loss: 370.5409 - logcount_predictions_loss: 0.3938 312/1548 [=====>........................] - ETA: 6:25 - loss: 376.8765 - logits_profile_predictions_loss: 370.5359 - logcount_predictions_loss: 0.3938 313/1548 [=====>........................] - ETA: 6:25 - loss: 376.8716 - logits_profile_predictions_loss: 370.5309 - logcount_predictions_loss: 0.3938 314/1548 [=====>........................] - ETA: 6:24 - loss: 376.8669 - logits_profile_predictions_loss: 370.5260 - logcount_predictions_loss: 0.3938 315/1548 [=====>........................] - ETA: 6:24 - loss: 376.8623 - logits_profile_predictions_loss: 370.5212 - logcount_predictions_loss: 0.3939 316/1548 [=====>........................] - ETA: 6:24 - loss: 376.8576 - logits_profile_predictions_loss: 370.5163 - logcount_predictions_loss: 0.3939 317/1548 [=====>........................] - ETA: 6:23 - loss: 376.8534 - logits_profile_predictions_loss: 370.5119 - logcount_predictions_loss: 0.3939 318/1548 [=====>........................] - ETA: 6:23 - loss: 376.8494 - logits_profile_predictions_loss: 370.5078 - logcount_predictions_loss: 0.3939 319/1548 [=====>........................] - ETA: 6:23 - loss: 376.8455 - logits_profile_predictions_loss: 370.5038 - logcount_predictions_loss: 0.3939 320/1548 [=====>........................] - ETA: 6:22 - loss: 376.8423 - logits_profile_predictions_loss: 370.5004 - logcount_predictions_loss: 0.3939 321/1548 [=====>........................] - ETA: 6:22 - loss: 376.8387 - 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logits_profile_predictions_loss: 362.3029 - logcount_predictions_loss: 0.3724 197/1548 [==>...........................] - ETA: 7:01 - loss: 368.3083 - logits_profile_predictions_loss: 362.3128 - logcount_predictions_loss: 0.3724 198/1548 [==>...........................] - ETA: 7:00 - loss: 368.3167 - logits_profile_predictions_loss: 362.3216 - logcount_predictions_loss: 0.3724 199/1548 [==>...........................] - ETA: 7:00 - loss: 368.3246 - logits_profile_predictions_loss: 362.3300 - logcount_predictions_loss: 0.3723 200/1548 [==>...........................] - ETA: 7:00 - loss: 368.3323 - logits_profile_predictions_loss: 362.3382 - logcount_predictions_loss: 0.3723 201/1548 [==>...........................] - ETA: 6:59 - loss: 368.3386 - logits_profile_predictions_loss: 362.3450 - logcount_predictions_loss: 0.3723 202/1548 [==>...........................] - ETA: 6:59 - loss: 368.3446 - logits_profile_predictions_loss: 362.3515 - logcount_predictions_loss: 0.3722 203/1548 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[===>..........................] - ETA: 6:47 - loss: 368.5460 - logits_profile_predictions_loss: 362.5692 - logcount_predictions_loss: 0.3712 243/1548 [===>..........................] - ETA: 6:46 - loss: 368.5502 - logits_profile_predictions_loss: 362.5739 - logcount_predictions_loss: 0.3712 244/1548 [===>..........................] - ETA: 6:46 - loss: 368.5545 - logits_profile_predictions_loss: 362.5787 - logcount_predictions_loss: 0.3712 245/1548 [===>..........................] - ETA: 6:46 - loss: 368.5592 - logits_profile_predictions_loss: 362.5839 - logcount_predictions_loss: 0.3711 246/1548 [===>..........................] - ETA: 6:45 - loss: 368.5648 - logits_profile_predictions_loss: 362.5899 - logcount_predictions_loss: 0.3711 247/1548 [===>..........................] - ETA: 6:45 - loss: 368.5710 - logits_profile_predictions_loss: 362.5964 - logcount_predictions_loss: 0.3711 248/1548 [===>..........................] - ETA: 6:45 - loss: 368.5772 - logits_profile_predictions_loss: 362.6030 - logcount_predictions_loss: 0.3711 249/1548 [===>..........................] - ETA: 6:45 - loss: 368.5836 - logits_profile_predictions_loss: 362.6097 - logcount_predictions_loss: 0.3710 250/1548 [===>..........................] - ETA: 6:44 - loss: 368.5900 - logits_profile_predictions_loss: 362.6165 - logcount_predictions_loss: 0.3710 251/1548 [===>..........................] - ETA: 6:44 - loss: 368.5968 - logits_profile_predictions_loss: 362.6237 - logcount_predictions_loss: 0.3710 252/1548 [===>..........................] - ETA: 6:44 - loss: 368.6042 - logits_profile_predictions_loss: 362.6313 - logcount_predictions_loss: 0.3710 253/1548 [===>..........................] - ETA: 6:43 - loss: 368.6107 - logits_profile_predictions_loss: 362.6382 - logcount_predictions_loss: 0.3710 254/1548 [===>..........................] - ETA: 6:43 - loss: 368.6181 - logits_profile_predictions_loss: 362.6459 - logcount_predictions_loss: 0.3709 255/1548 [===>..........................] - ETA: 6:43 - loss: 368.6257 - logits_profile_predictions_loss: 362.6539 - logcount_predictions_loss: 0.3709 256/1548 [===>..........................] - ETA: 6:42 - loss: 368.6340 - logits_profile_predictions_loss: 362.6625 - logcount_predictions_loss: 0.3709 257/1548 [===>..........................] - ETA: 6:42 - loss: 368.6428 - logits_profile_predictions_loss: 362.6715 - logcount_predictions_loss: 0.3709 258/1548 [====>.........................] - ETA: 6:42 - loss: 368.6514 - logits_profile_predictions_loss: 362.6804 - logcount_predictions_loss: 0.3709 259/1548 [====>.........................] - ETA: 6:41 - loss: 368.6603 - logits_profile_predictions_loss: 362.6896 - logcount_predictions_loss: 0.3709 260/1548 [====>.........................] - ETA: 6:41 - loss: 368.6685 - logits_profile_predictions_loss: 362.6982 - logcount_predictions_loss: 0.3708 261/1548 [====>.........................] - ETA: 6:41 - loss: 368.6760 - logits_profile_predictions_loss: 362.7059 - logcount_predictions_loss: 0.3708 262/1548 [====>.........................] - ETA: 6:41 - loss: 368.6832 - logits_profile_predictions_loss: 362.7134 - logcount_predictions_loss: 0.3708 263/1548 [====>.........................] - ETA: 6:40 - loss: 368.6898 - logits_profile_predictions_loss: 362.7204 - logcount_predictions_loss: 0.3708 264/1548 [====>.........................] - ETA: 6:40 - loss: 368.6963 - logits_profile_predictions_loss: 362.7271 - logcount_predictions_loss: 0.3708 265/1548 [====>.........................] - ETA: 6:40 - loss: 368.7027 - logits_profile_predictions_loss: 362.7338 - logcount_predictions_loss: 0.3707 266/1548 [====>.........................] - ETA: 6:39 - loss: 368.7094 - logits_profile_predictions_loss: 362.7408 - logcount_predictions_loss: 0.3707 267/1548 [====>.........................] - ETA: 6:39 - loss: 368.7159 - logits_profile_predictions_loss: 362.7477 - logcount_predictions_loss: 0.3707 268/1548 [====>.........................] - ETA: 6:39 - loss: 368.7218 - logits_profile_predictions_loss: 362.7538 - logcount_predictions_loss: 0.3707 269/1548 [====>.........................] - ETA: 6:38 - loss: 368.7276 - logits_profile_predictions_loss: 362.7600 - logcount_predictions_loss: 0.3707 270/1548 [====>.........................] - ETA: 6:38 - loss: 368.7330 - logits_profile_predictions_loss: 362.7658 - logcount_predictions_loss: 0.3706 271/1548 [====>.........................] - ETA: 6:38 - loss: 368.7383 - logits_profile_predictions_loss: 362.7713 - logcount_predictions_loss: 0.3706 272/1548 [====>.........................] - ETA: 6:37 - loss: 368.7441 - logits_profile_predictions_loss: 362.7776 - logcount_predictions_loss: 0.3706 273/1548 [====>.........................] - ETA: 6:37 - loss: 368.7496 - logits_profile_predictions_loss: 362.7833 - logcount_predictions_loss: 0.3706 274/1548 [====>.........................] - ETA: 6:37 - loss: 368.7549 - logits_profile_predictions_loss: 362.7890 - logcount_predictions_loss: 0.3706 275/1548 [====>.........................] - ETA: 6:36 - loss: 368.7602 - logits_profile_predictions_loss: 362.7946 - logcount_predictions_loss: 0.3705 276/1548 [====>.........................] - ETA: 6:36 - loss: 368.7655 - logits_profile_predictions_loss: 362.8003 - logcount_predictions_loss: 0.3705 277/1548 [====>.........................] - ETA: 6:36 - loss: 368.7709 - logits_profile_predictions_loss: 362.8060 - logcount_predictions_loss: 0.3705 278/1548 [====>.........................] - ETA: 6:36 - loss: 368.7766 - logits_profile_predictions_loss: 362.8120 - logcount_predictions_loss: 0.3705 279/1548 [====>.........................] - ETA: 6:35 - loss: 368.7816 - logits_profile_predictions_loss: 362.8173 - logcount_predictions_loss: 0.3705 280/1548 [====>.........................] - ETA: 6:35 - loss: 368.7868 - logits_profile_predictions_loss: 362.8227 - logcount_predictions_loss: 0.3704 281/1548 [====>.........................] - ETA: 6:35 - loss: 368.7920 - logits_profile_predictions_loss: 362.8283 - logcount_predictions_loss: 0.3704 282/1548 [====>.........................] - ETA: 6:34 - loss: 368.7968 - logits_profile_predictions_loss: 362.8333 - logcount_predictions_loss: 0.3704 283/1548 [====>.........................] - ETA: 6:34 - loss: 368.8014 - logits_profile_predictions_loss: 362.8383 - logcount_predictions_loss: 0.3704 284/1548 [====>.........................] - ETA: 6:34 - loss: 368.8057 - logits_profile_predictions_loss: 362.8429 - logcount_predictions_loss: 0.3704 285/1548 [====>.........................] - ETA: 6:33 - loss: 368.8100 - logits_profile_predictions_loss: 362.8475 - logcount_predictions_loss: 0.3703 286/1548 [====>.........................] - ETA: 6:33 - loss: 368.8139 - logits_profile_predictions_loss: 362.8516 - logcount_predictions_loss: 0.3703 287/1548 [====>.........................] - ETA: 6:33 - loss: 368.8180 - logits_profile_predictions_loss: 362.8559 - logcount_predictions_loss: 0.3703 288/1548 [====>.........................] - ETA: 6:32 - loss: 368.8213 - logits_profile_predictions_loss: 362.8596 - logcount_predictions_loss: 0.3703 289/1548 [====>.........................] - ETA: 6:32 - loss: 368.8244 - logits_profile_predictions_loss: 362.8629 - logcount_predictions_loss: 0.3703 290/1548 [====>.........................] - ETA: 6:32 - loss: 368.8273 - logits_profile_predictions_loss: 362.8661 - logcount_predictions_loss: 0.3703 291/1548 [====>.........................] - ETA: 6:32 - loss: 368.8305 - logits_profile_predictions_loss: 362.8696 - logcount_predictions_loss: 0.3702 292/1548 [====>.........................] - ETA: 6:31 - loss: 368.8336 - logits_profile_predictions_loss: 362.8730 - logcount_predictions_loss: 0.3702 293/1548 [====>.........................] - ETA: 6:31 - loss: 368.8370 - logits_profile_predictions_loss: 362.8766 - logcount_predictions_loss: 0.3702 294/1548 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[==============================] - 503s 325ms/step - loss: 372.2167 - logits_profile_predictions_loss: 366.2963 - logcount_predictions_loss: 0.3677 - val_loss: 408.7746 - val_logits_profile_predictions_loss: 401.6829 - val_logcount_predictions_loss: 0.4405 Epoch 00009: val_loss improved from 409.51312 to 408.77460, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 10/50 1/1548 [..............................] - ETA: 8:09 - loss: 422.3668 - logits_profile_predictions_loss: 417.8289 - logcount_predictions_loss: 0.2819 2/1548 [..............................] - ETA: 7:59 - loss: 399.4870 - logits_profile_predictions_loss: 394.5970 - logcount_predictions_loss: 0.3037 3/1548 [..............................] - ETA: 7:58 - loss: 387.9773 - logits_profile_predictions_loss: 382.8752 - logcount_predictions_loss: 0.3169 4/1548 [..............................] - ETA: 7:59 - loss: 381.2502 - 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[===>..........................] - ETA: 6:47 - loss: 371.8380 - logits_profile_predictions_loss: 366.4293 - logcount_predictions_loss: 0.3359 241/1548 [===>..........................] - ETA: 6:47 - loss: 371.8337 - logits_profile_predictions_loss: 366.4248 - logcount_predictions_loss: 0.3360 242/1548 [===>..........................] - ETA: 6:47 - loss: 371.8298 - logits_profile_predictions_loss: 366.4208 - logcount_predictions_loss: 0.3360 243/1548 [===>..........................] - ETA: 6:46 - loss: 371.8257 - logits_profile_predictions_loss: 366.4166 - logcount_predictions_loss: 0.3360 244/1548 [===>..........................] - ETA: 6:46 - loss: 371.8216 - logits_profile_predictions_loss: 366.4123 - logcount_predictions_loss: 0.3360 245/1548 [===>..........................] - ETA: 6:46 - loss: 371.8168 - logits_profile_predictions_loss: 366.4074 - logcount_predictions_loss: 0.3360 246/1548 [===>..........................] - ETA: 6:46 - loss: 371.8118 - 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[====>.........................] - ETA: 6:35 - loss: 371.7677 - logits_profile_predictions_loss: 366.3566 - logcount_predictions_loss: 0.3361 280/1548 [====>.........................] - ETA: 6:35 - loss: 371.7678 - logits_profile_predictions_loss: 366.3566 - logcount_predictions_loss: 0.3361 281/1548 [====>.........................] - ETA: 6:35 - loss: 371.7681 - logits_profile_predictions_loss: 366.3568 - logcount_predictions_loss: 0.3361 282/1548 [====>.........................] - ETA: 6:34 - loss: 371.7679 - logits_profile_predictions_loss: 366.3567 - logcount_predictions_loss: 0.3361 283/1548 [====>.........................] - ETA: 6:34 - loss: 371.7683 - logits_profile_predictions_loss: 366.3569 - logcount_predictions_loss: 0.3361 284/1548 [====>.........................] - ETA: 6:34 - loss: 371.7689 - logits_profile_predictions_loss: 366.3575 - logcount_predictions_loss: 0.3361 285/1548 [====>.........................] - ETA: 6:33 - loss: 371.7694 - 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[============================>.] - ETA: 14s - loss: 371.4407 - logits_profile_predictions_loss: 365.9194 - logcount_predictions_loss: 0.3429 1502/1548 [============================>.] - ETA: 14s - loss: 371.4408 - logits_profile_predictions_loss: 365.9195 - logcount_predictions_loss: 0.3429 1503/1548 [============================>.] - ETA: 14s - loss: 371.4409 - logits_profile_predictions_loss: 365.9196 - logcount_predictions_loss: 0.3429 1504/1548 [============================>.] - ETA: 13s - loss: 371.4410 - logits_profile_predictions_loss: 365.9197 - logcount_predictions_loss: 0.3429 1505/1548 [============================>.] - ETA: 13s - loss: 371.4411 - logits_profile_predictions_loss: 365.9198 - logcount_predictions_loss: 0.3429 1506/1548 [============================>.] - ETA: 13s - loss: 371.4413 - logits_profile_predictions_loss: 365.9199 - logcount_predictions_loss: 0.3429 1507/1548 [============================>.] - ETA: 12s - loss: 371.4414 - 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[============================>.] - ETA: 10s - loss: 371.4422 - logits_profile_predictions_loss: 365.9206 - logcount_predictions_loss: 0.3430 1515/1548 [============================>.] - ETA: 10s - loss: 371.4422 - logits_profile_predictions_loss: 365.9207 - logcount_predictions_loss: 0.3430 1516/1548 [============================>.] - ETA: 9s - loss: 371.4423 - logits_profile_predictions_loss: 365.9207 - logcount_predictions_loss: 0.3430  1517/1548 [============================>.] - ETA: 9s - loss: 371.4424 - logits_profile_predictions_loss: 365.9207 - logcount_predictions_loss: 0.3430 1518/1548 [============================>.] - ETA: 9s - loss: 371.4424 - logits_profile_predictions_loss: 365.9207 - logcount_predictions_loss: 0.3430 1519/1548 [============================>.] - ETA: 9s - loss: 371.4424 - logits_profile_predictions_loss: 365.9207 - logcount_predictions_loss: 0.3430 1520/1548 [============================>.] - ETA: 8s - loss: 371.4424 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 371.4433 - logits_profile_predictions_loss: 365.9210 - logcount_predictions_loss: 0.3430 1548/1548 [==============================] - ETA: 0s - loss: 371.4433 - logits_profile_predictions_loss: 365.9210 - logcount_predictions_loss: 0.3430 1548/1548 [==============================] - 503s 325ms/step - loss: 371.4433 - logits_profile_predictions_loss: 365.9210 - logcount_predictions_loss: 0.3430 - val_loss: 410.4567 - val_logits_profile_predictions_loss: 403.0101 - val_logcount_predictions_loss: 0.4625 Epoch 00010: val_loss did not improve from 408.77460 Epoch 11/50 1/1548 [..............................] - ETA: 8:12 - loss: 397.2758 - logits_profile_predictions_loss: 389.6697 - logcount_predictions_loss: 0.4724 2/1548 [..............................] - ETA: 7:57 - loss: 388.7234 - logits_profile_predictions_loss: 381.7789 - logcount_predictions_loss: 0.4313 3/1548 [..............................] - ETA: 7:58 - loss: 387.3506 - 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[=>............................] - ETA: 7:24 - loss: 370.6362 - logits_profile_predictions_loss: 365.2623 - logcount_predictions_loss: 0.3338 123/1548 [=>............................] - ETA: 7:23 - loss: 370.6093 - logits_profile_predictions_loss: 365.2338 - logcount_predictions_loss: 0.3339 124/1548 [=>............................] - ETA: 7:23 - loss: 370.5854 - logits_profile_predictions_loss: 365.2082 - logcount_predictions_loss: 0.3340 125/1548 [=>............................] - ETA: 7:23 - loss: 370.5620 - logits_profile_predictions_loss: 365.1831 - logcount_predictions_loss: 0.3341 126/1548 [=>............................] - ETA: 7:23 - loss: 370.5419 - logits_profile_predictions_loss: 365.1611 - logcount_predictions_loss: 0.3342 127/1548 [=>............................] - ETA: 7:22 - loss: 370.5197 - logits_profile_predictions_loss: 365.1372 - logcount_predictions_loss: 0.3343 128/1548 [=>............................] - ETA: 7:22 - loss: 370.4946 - 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[====>.........................] - ETA: 6:40 - loss: 368.7574 - logits_profile_predictions_loss: 363.3119 - logcount_predictions_loss: 0.3382 266/1548 [====>.........................] - ETA: 6:39 - loss: 368.7536 - logits_profile_predictions_loss: 363.3080 - logcount_predictions_loss: 0.3382 267/1548 [====>.........................] - ETA: 6:39 - loss: 368.7496 - logits_profile_predictions_loss: 363.3041 - logcount_predictions_loss: 0.3382 268/1548 [====>.........................] - ETA: 6:39 - loss: 368.7457 - logits_profile_predictions_loss: 363.3001 - logcount_predictions_loss: 0.3382 269/1548 [====>.........................] - ETA: 6:38 - loss: 368.7408 - logits_profile_predictions_loss: 363.2953 - logcount_predictions_loss: 0.3382 270/1548 [====>.........................] - ETA: 6:38 - loss: 368.7362 - logits_profile_predictions_loss: 363.2906 - logcount_predictions_loss: 0.3382 271/1548 [====>.........................] - ETA: 6:38 - loss: 368.7313 - 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[============================>.] - ETA: 10s - loss: 370.1433 - logits_profile_predictions_loss: 364.7952 - logcount_predictions_loss: 0.3322 1514/1548 [============================>.] - ETA: 10s - loss: 370.1437 - logits_profile_predictions_loss: 364.7956 - logcount_predictions_loss: 0.3322 1515/1548 [============================>.] - ETA: 10s - loss: 370.1440 - logits_profile_predictions_loss: 364.7959 - logcount_predictions_loss: 0.3322 1516/1548 [============================>.] - ETA: 9s - loss: 370.1443 - logits_profile_predictions_loss: 364.7963 - logcount_predictions_loss: 0.3322  1517/1548 [============================>.] - ETA: 9s - loss: 370.1447 - logits_profile_predictions_loss: 364.7966 - logcount_predictions_loss: 0.3322 1518/1548 [============================>.] - ETA: 9s - loss: 370.1450 - logits_profile_predictions_loss: 364.7969 - logcount_predictions_loss: 0.3322 1519/1548 [============================>.] - ETA: 9s - loss: 370.1453 - logits_profile_predictions_loss: 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1533/1548 [============================>.] - ETA: 4s - loss: 370.1501 - logits_profile_predictions_loss: 364.8022 - logcount_predictions_loss: 0.3322 1534/1548 [============================>.] - ETA: 4s - loss: 370.1504 - logits_profile_predictions_loss: 364.8025 - logcount_predictions_loss: 0.3322 1535/1548 [============================>.] - ETA: 4s - loss: 370.1508 - logits_profile_predictions_loss: 364.8029 - logcount_predictions_loss: 0.3322 1536/1548 [============================>.] - ETA: 3s - loss: 370.1511 - logits_profile_predictions_loss: 364.8032 - logcount_predictions_loss: 0.3322 1537/1548 [============================>.] - ETA: 3s - loss: 370.1514 - logits_profile_predictions_loss: 364.8035 - logcount_predictions_loss: 0.3322 1538/1548 [============================>.] - ETA: 3s - loss: 370.1518 - logits_profile_predictions_loss: 364.8039 - logcount_predictions_loss: 0.3322 1539/1548 [============================>.] - ETA: 2s - loss: 370.1521 - logits_profile_predictions_loss: 364.8042 - logcount_predictions_loss: 0.3322 1540/1548 [============================>.] - ETA: 2s - loss: 370.1524 - logits_profile_predictions_loss: 364.8045 - logcount_predictions_loss: 0.3322 1541/1548 [============================>.] - ETA: 2s - loss: 370.1527 - logits_profile_predictions_loss: 364.8048 - logcount_predictions_loss: 0.3322 1542/1548 [============================>.] - ETA: 1s - loss: 370.1530 - logits_profile_predictions_loss: 364.8051 - logcount_predictions_loss: 0.3322 1543/1548 [============================>.] - ETA: 1s - loss: 370.1533 - logits_profile_predictions_loss: 364.8055 - logcount_predictions_loss: 0.3322 1544/1548 [============================>.] - ETA: 1s - loss: 370.1536 - logits_profile_predictions_loss: 364.8058 - logcount_predictions_loss: 0.3322 1545/1548 [============================>.] - ETA: 0s - loss: 370.1539 - logits_profile_predictions_loss: 364.8061 - logcount_predictions_loss: 0.3322 1546/1548 [============================>.] - ETA: 0s - loss: 370.1542 - logits_profile_predictions_loss: 364.8064 - logcount_predictions_loss: 0.3322 1547/1548 [============================>.] - ETA: 0s - loss: 370.1545 - logits_profile_predictions_loss: 364.8067 - logcount_predictions_loss: 0.3322 1548/1548 [==============================] - ETA: 0s - loss: 370.1549 - logits_profile_predictions_loss: 364.8071 - logcount_predictions_loss: 0.3322 1548/1548 [==============================] - 503s 325ms/step - loss: 370.1552 - logits_profile_predictions_loss: 364.8074 - logcount_predictions_loss: 0.3322 - val_loss: 408.8954 - val_logits_profile_predictions_loss: 401.6531 - val_logcount_predictions_loss: 0.4498 Epoch 00011: val_loss did not improve from 408.77460 Epoch 12/50 1/1548 [..............................] - ETA: 8:12 - loss: 358.2067 - logits_profile_predictions_loss: 353.8426 - logcount_predictions_loss: 0.2711 2/1548 [..............................] - ETA: 7:57 - loss: 370.8993 - logits_profile_predictions_loss: 366.3229 - logcount_predictions_loss: 0.2843 3/1548 [..............................] - ETA: 7:58 - loss: 380.1938 - logits_profile_predictions_loss: 375.4867 - logcount_predictions_loss: 0.2924 4/1548 [..............................] - ETA: 7:59 - loss: 379.4909 - logits_profile_predictions_loss: 374.7415 - logcount_predictions_loss: 0.2950 5/1548 [..............................] - ETA: 7:58 - loss: 379.2725 - logits_profile_predictions_loss: 374.5047 - logcount_predictions_loss: 0.2961 6/1548 [..............................] - ETA: 7:58 - loss: 378.7382 - logits_profile_predictions_loss: 373.9101 - logcount_predictions_loss: 0.2999 7/1548 [..............................] - ETA: 7:58 - loss: 377.3590 - logits_profile_predictions_loss: 372.4823 - logcount_predictions_loss: 0.3029 8/1548 [..............................] - ETA: 7:58 - loss: 377.4582 - logits_profile_predictions_loss: 372.5184 - logcount_predictions_loss: 0.3068 9/1548 [..............................] - ETA: 7:57 - loss: 376.9398 - logits_profile_predictions_loss: 371.9677 - logcount_predictions_loss: 0.3088 10/1548 [..............................] - ETA: 7:57 - loss: 376.6502 - logits_profile_predictions_loss: 371.6556 - logcount_predictions_loss: 0.3102 11/1548 [..............................] - ETA: 7:57 - loss: 376.1318 - logits_profile_predictions_loss: 371.1183 - logcount_predictions_loss: 0.3114 12/1548 [..............................] - ETA: 7:57 - loss: 375.5419 - logits_profile_predictions_loss: 370.5194 - logcount_predictions_loss: 0.3120 13/1548 [..............................] - ETA: 7:56 - loss: 375.5119 - logits_profile_predictions_loss: 370.4779 - logcount_predictions_loss: 0.3127 14/1548 [..............................] - ETA: 7:56 - loss: 375.2646 - logits_profile_predictions_loss: 370.2264 - logcount_predictions_loss: 0.3129 15/1548 [..............................] - ETA: 7:56 - loss: 375.0122 - logits_profile_predictions_loss: 369.9717 - logcount_predictions_loss: 0.3131 16/1548 [..............................] - ETA: 7:55 - loss: 374.7270 - logits_profile_predictions_loss: 369.6862 - logcount_predictions_loss: 0.3131 17/1548 [..............................] - ETA: 7:55 - loss: 374.4597 - logits_profile_predictions_loss: 369.4139 - logcount_predictions_loss: 0.3134 18/1548 [..............................] - ETA: 7:55 - loss: 374.2498 - logits_profile_predictions_loss: 369.1990 - logcount_predictions_loss: 0.3137 19/1548 [..............................] - ETA: 7:55 - loss: 374.2039 - logits_profile_predictions_loss: 369.1527 - logcount_predictions_loss: 0.3137 20/1548 [..............................] - ETA: 7:54 - loss: 374.1386 - logits_profile_predictions_loss: 369.0922 - logcount_predictions_loss: 0.3134 21/1548 [..............................] - ETA: 7:54 - loss: 374.1079 - logits_profile_predictions_loss: 369.0684 - logcount_predictions_loss: 0.3130 22/1548 [..............................] - ETA: 7:54 - loss: 374.0979 - logits_profile_predictions_loss: 369.0643 - logcount_predictions_loss: 0.3126 23/1548 [..............................] - ETA: 7:53 - loss: 374.1956 - logits_profile_predictions_loss: 369.1679 - logcount_predictions_loss: 0.3123 24/1548 [..............................] - ETA: 7:53 - loss: 374.3195 - logits_profile_predictions_loss: 369.2985 - logcount_predictions_loss: 0.3119 25/1548 [..............................] - ETA: 7:53 - loss: 374.4073 - logits_profile_predictions_loss: 369.3937 - logcount_predictions_loss: 0.3114 26/1548 [..............................] - ETA: 7:52 - loss: 374.4439 - logits_profile_predictions_loss: 369.4330 - logcount_predictions_loss: 0.3112 27/1548 [..............................] - ETA: 7:52 - loss: 374.4518 - logits_profile_predictions_loss: 369.4438 - logcount_predictions_loss: 0.3111 28/1548 [..............................] - ETA: 7:52 - loss: 374.4742 - logits_profile_predictions_loss: 369.4707 - logcount_predictions_loss: 0.3108 29/1548 [..............................] - ETA: 7:52 - loss: 374.4913 - logits_profile_predictions_loss: 369.4905 - logcount_predictions_loss: 0.3106 30/1548 [..............................] - ETA: 7:51 - loss: 374.5347 - logits_profile_predictions_loss: 369.5373 - logcount_predictions_loss: 0.3104 31/1548 [..............................] - ETA: 7:51 - loss: 374.5365 - logits_profile_predictions_loss: 369.5430 - logcount_predictions_loss: 0.3102 32/1548 [..............................] - ETA: 7:51 - loss: 374.5195 - logits_profile_predictions_loss: 369.5263 - logcount_predictions_loss: 0.3101 33/1548 [..............................] - ETA: 7:50 - loss: 374.4554 - logits_profile_predictions_loss: 369.4626 - logcount_predictions_loss: 0.3101 34/1548 [..............................] - ETA: 7:50 - loss: 374.3778 - logits_profile_predictions_loss: 369.3853 - logcount_predictions_loss: 0.3101 35/1548 [..............................] - ETA: 7:50 - loss: 374.2780 - logits_profile_predictions_loss: 369.2850 - logcount_predictions_loss: 0.3101 36/1548 [..............................] - ETA: 7:49 - loss: 374.1819 - logits_profile_predictions_loss: 369.1882 - logcount_predictions_loss: 0.3102 37/1548 [..............................] - ETA: 7:49 - loss: 374.1240 - logits_profile_predictions_loss: 369.1300 - logcount_predictions_loss: 0.3102 38/1548 [..............................] - ETA: 7:49 - loss: 374.0677 - logits_profile_predictions_loss: 369.0732 - logcount_predictions_loss: 0.3102 39/1548 [..............................] - ETA: 7:48 - loss: 374.0350 - logits_profile_predictions_loss: 369.0395 - logcount_predictions_loss: 0.3103 40/1548 [..............................] - ETA: 7:48 - loss: 373.9861 - logits_profile_predictions_loss: 368.9901 - logcount_predictions_loss: 0.3103 41/1548 [..............................] - ETA: 7:48 - loss: 373.9237 - logits_profile_predictions_loss: 368.9269 - logcount_predictions_loss: 0.3104 42/1548 [..............................] - ETA: 7:48 - loss: 373.8399 - logits_profile_predictions_loss: 368.8423 - logcount_predictions_loss: 0.3104 43/1548 [..............................] - ETA: 7:47 - loss: 373.7674 - logits_profile_predictions_loss: 368.7687 - logcount_predictions_loss: 0.3105 44/1548 [..............................] - ETA: 7:47 - loss: 373.7051 - logits_profile_predictions_loss: 368.7056 - logcount_predictions_loss: 0.3105 45/1548 [..............................] - ETA: 7:47 - loss: 373.6672 - logits_profile_predictions_loss: 368.6663 - logcount_predictions_loss: 0.3106 46/1548 [..............................] - ETA: 7:46 - loss: 373.6346 - logits_profile_predictions_loss: 368.6303 - logcount_predictions_loss: 0.3108 47/1548 [..............................] - ETA: 7:46 - loss: 373.5945 - logits_profile_predictions_loss: 368.5869 - logcount_predictions_loss: 0.3110 48/1548 [..............................] - ETA: 7:46 - loss: 373.5496 - logits_profile_predictions_loss: 368.5390 - logcount_predictions_loss: 0.3112 49/1548 [..............................] - ETA: 7:45 - loss: 373.5192 - logits_profile_predictions_loss: 368.5049 - logcount_predictions_loss: 0.3114 50/1548 [..............................] - ETA: 7:45 - loss: 373.4848 - logits_profile_predictions_loss: 368.4667 - logcount_predictions_loss: 0.3117 51/1548 [..............................] - ETA: 7:45 - loss: 373.4442 - logits_profile_predictions_loss: 368.4227 - logcount_predictions_loss: 0.3119 52/1548 [>.............................] - ETA: 7:45 - loss: 373.4100 - logits_profile_predictions_loss: 368.3856 - logcount_predictions_loss: 0.3121 53/1548 [>.............................] - ETA: 7:44 - loss: 373.3757 - logits_profile_predictions_loss: 368.3479 - logcount_predictions_loss: 0.3123 54/1548 [>.............................] - ETA: 7:44 - loss: 373.3396 - logits_profile_predictions_loss: 368.3091 - logcount_predictions_loss: 0.3125 55/1548 [>.............................] - ETA: 7:44 - loss: 373.3055 - logits_profile_predictions_loss: 368.2723 - logcount_predictions_loss: 0.3126 56/1548 [>.............................] - ETA: 7:43 - loss: 373.2623 - logits_profile_predictions_loss: 368.2271 - logcount_predictions_loss: 0.3127 57/1548 [>.............................] - ETA: 7:43 - loss: 373.2184 - logits_profile_predictions_loss: 368.1816 - logcount_predictions_loss: 0.3128 58/1548 [>.............................] - ETA: 7:43 - loss: 373.1879 - logits_profile_predictions_loss: 368.1497 - logcount_predictions_loss: 0.3129 59/1548 [>.............................] - ETA: 7:42 - loss: 373.1538 - logits_profile_predictions_loss: 368.1141 - logcount_predictions_loss: 0.3130 60/1548 [>.............................] - ETA: 7:42 - loss: 373.1212 - logits_profile_predictions_loss: 368.0797 - logcount_predictions_loss: 0.3131 61/1548 [>.............................] - ETA: 7:42 - loss: 373.0895 - logits_profile_predictions_loss: 368.0461 - logcount_predictions_loss: 0.3133 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[>.............................] - ETA: 7:37 - loss: 372.5823 - logits_profile_predictions_loss: 367.5184 - logcount_predictions_loss: 0.3145 76/1548 [>.............................] - ETA: 7:37 - loss: 372.5463 - logits_profile_predictions_loss: 367.4812 - logcount_predictions_loss: 0.3146 77/1548 [>.............................] - ETA: 7:37 - loss: 372.5069 - logits_profile_predictions_loss: 367.4407 - logcount_predictions_loss: 0.3147 78/1548 [>.............................] - ETA: 7:37 - loss: 372.4669 - logits_profile_predictions_loss: 367.3994 - logcount_predictions_loss: 0.3148 79/1548 [>.............................] - ETA: 7:36 - loss: 372.4262 - logits_profile_predictions_loss: 367.3570 - logcount_predictions_loss: 0.3149 80/1548 [>.............................] - ETA: 7:36 - loss: 372.3784 - logits_profile_predictions_loss: 367.3078 - logcount_predictions_loss: 0.3149 81/1548 [>.............................] - ETA: 7:36 - loss: 372.3277 - logits_profile_predictions_loss: 367.2556 - logcount_predictions_loss: 0.3150 82/1548 [>.............................] - ETA: 7:35 - loss: 372.2742 - logits_profile_predictions_loss: 367.2003 - logcount_predictions_loss: 0.3151 83/1548 [>.............................] - ETA: 7:35 - loss: 372.2220 - logits_profile_predictions_loss: 367.1463 - logcount_predictions_loss: 0.3153 84/1548 [>.............................] - ETA: 7:35 - loss: 372.1661 - logits_profile_predictions_loss: 367.0886 - logcount_predictions_loss: 0.3154 85/1548 [>.............................] - ETA: 7:34 - loss: 372.1116 - logits_profile_predictions_loss: 367.0324 - logcount_predictions_loss: 0.3155 86/1548 [>.............................] - ETA: 7:34 - loss: 372.0532 - logits_profile_predictions_loss: 366.9726 - logcount_predictions_loss: 0.3156 87/1548 [>.............................] - ETA: 7:34 - loss: 371.9949 - logits_profile_predictions_loss: 366.9127 - logcount_predictions_loss: 0.3157 88/1548 [>.............................] - ETA: 7:34 - loss: 371.9307 - logits_profile_predictions_loss: 366.8468 - logcount_predictions_loss: 0.3158 89/1548 [>.............................] - ETA: 7:33 - loss: 371.8606 - logits_profile_predictions_loss: 366.7752 - logcount_predictions_loss: 0.3159 90/1548 [>.............................] - ETA: 7:33 - loss: 371.7944 - logits_profile_predictions_loss: 366.7074 - logcount_predictions_loss: 0.3160 91/1548 [>.............................] - ETA: 7:33 - loss: 371.7303 - logits_profile_predictions_loss: 366.6419 - logcount_predictions_loss: 0.3160 92/1548 [>.............................] - ETA: 7:32 - loss: 371.6662 - logits_profile_predictions_loss: 366.5764 - logcount_predictions_loss: 0.3161 93/1548 [>.............................] - ETA: 7:32 - loss: 371.6005 - logits_profile_predictions_loss: 366.5095 - logcount_predictions_loss: 0.3162 94/1548 [>.............................] - ETA: 7:32 - loss: 371.5399 - logits_profile_predictions_loss: 366.4480 - logcount_predictions_loss: 0.3163 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logits_profile_predictions_loss: 366.0761 - logcount_predictions_loss: 0.3165 102/1548 [>.............................] - ETA: 7:29 - loss: 371.1200 - logits_profile_predictions_loss: 366.0232 - logcount_predictions_loss: 0.3166 103/1548 [>.............................] - ETA: 7:29 - loss: 371.0672 - logits_profile_predictions_loss: 365.9701 - logcount_predictions_loss: 0.3166 104/1548 [=>............................] - ETA: 7:29 - loss: 371.0106 - logits_profile_predictions_loss: 365.9131 - logcount_predictions_loss: 0.3166 105/1548 [=>............................] - ETA: 7:28 - loss: 370.9576 - logits_profile_predictions_loss: 365.8598 - logcount_predictions_loss: 0.3166 106/1548 [=>............................] - ETA: 7:28 - loss: 370.9068 - logits_profile_predictions_loss: 365.8087 - logcount_predictions_loss: 0.3167 107/1548 [=>............................] - ETA: 7:28 - loss: 370.8583 - logits_profile_predictions_loss: 365.7599 - logcount_predictions_loss: 0.3167 108/1548 [=>............................] - ETA: 7:27 - loss: 370.8135 - logits_profile_predictions_loss: 365.7147 - logcount_predictions_loss: 0.3167 109/1548 [=>............................] - ETA: 7:27 - loss: 370.7693 - logits_profile_predictions_loss: 365.6703 - logcount_predictions_loss: 0.3167 110/1548 [=>............................] - ETA: 7:27 - loss: 370.7279 - logits_profile_predictions_loss: 365.6287 - logcount_predictions_loss: 0.3167 111/1548 [=>............................] - ETA: 7:26 - loss: 370.6890 - logits_profile_predictions_loss: 365.5898 - logcount_predictions_loss: 0.3167 112/1548 [=>............................] - ETA: 7:26 - loss: 370.6488 - logits_profile_predictions_loss: 365.5494 - logcount_predictions_loss: 0.3167 113/1548 [=>............................] - ETA: 7:26 - loss: 370.6101 - logits_profile_predictions_loss: 365.5104 - logcount_predictions_loss: 0.3167 114/1548 [=>............................] - ETA: 7:26 - loss: 370.5683 - logits_profile_predictions_loss: 365.4683 - logcount_predictions_loss: 0.3168 115/1548 [=>............................] - ETA: 7:25 - loss: 370.5232 - logits_profile_predictions_loss: 365.4230 - logcount_predictions_loss: 0.3168 116/1548 [=>............................] - ETA: 7:25 - loss: 370.4771 - logits_profile_predictions_loss: 365.3768 - logcount_predictions_loss: 0.3168 117/1548 [=>............................] - ETA: 7:25 - loss: 370.4305 - logits_profile_predictions_loss: 365.3302 - logcount_predictions_loss: 0.3168 118/1548 [=>............................] - ETA: 7:24 - loss: 370.3854 - logits_profile_predictions_loss: 365.2851 - logcount_predictions_loss: 0.3168 119/1548 [=>............................] - ETA: 7:24 - loss: 370.3447 - logits_profile_predictions_loss: 365.2443 - logcount_predictions_loss: 0.3168 120/1548 [=>............................] - ETA: 7:24 - loss: 370.3026 - logits_profile_predictions_loss: 365.2023 - logcount_predictions_loss: 0.3168 121/1548 [=>............................] - ETA: 7:23 - loss: 370.2618 - logits_profile_predictions_loss: 365.1617 - logcount_predictions_loss: 0.3168 122/1548 [=>............................] - ETA: 7:23 - loss: 370.2223 - logits_profile_predictions_loss: 365.1221 - logcount_predictions_loss: 0.3168 123/1548 [=>............................] - ETA: 7:23 - loss: 370.1853 - logits_profile_predictions_loss: 365.0852 - logcount_predictions_loss: 0.3168 124/1548 [=>............................] - ETA: 7:22 - loss: 370.1504 - logits_profile_predictions_loss: 365.0506 - logcount_predictions_loss: 0.3168 125/1548 [=>............................] - ETA: 7:22 - loss: 370.1154 - logits_profile_predictions_loss: 365.0158 - logcount_predictions_loss: 0.3167 126/1548 [=>............................] - ETA: 7:22 - loss: 370.0782 - logits_profile_predictions_loss: 364.9788 - logcount_predictions_loss: 0.3167 127/1548 [=>............................] - ETA: 7:22 - loss: 370.0390 - logits_profile_predictions_loss: 364.9398 - logcount_predictions_loss: 0.3167 128/1548 [=>............................] - ETA: 7:21 - loss: 369.9990 - logits_profile_predictions_loss: 364.9002 - logcount_predictions_loss: 0.3167 129/1548 [=>............................] - ETA: 7:21 - loss: 369.9609 - logits_profile_predictions_loss: 364.8625 - logcount_predictions_loss: 0.3167 130/1548 [=>............................] - ETA: 7:21 - loss: 369.9206 - logits_profile_predictions_loss: 364.8225 - logcount_predictions_loss: 0.3166 131/1548 [=>............................] - ETA: 7:20 - loss: 369.8853 - logits_profile_predictions_loss: 364.7876 - logcount_predictions_loss: 0.3166 132/1548 [=>............................] - ETA: 7:20 - loss: 369.8531 - logits_profile_predictions_loss: 364.7557 - logcount_predictions_loss: 0.3166 133/1548 [=>............................] - ETA: 7:20 - loss: 369.8224 - logits_profile_predictions_loss: 364.7253 - logcount_predictions_loss: 0.3166 134/1548 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logits_profile_predictions_loss: 363.6805 - logcount_predictions_loss: 0.3168 1539/1548 [============================>.] - ETA: 2s - loss: 368.7811 - logits_profile_predictions_loss: 363.6804 - logcount_predictions_loss: 0.3168 1540/1548 [============================>.] - ETA: 2s - loss: 368.7811 - logits_profile_predictions_loss: 363.6803 - logcount_predictions_loss: 0.3168 1541/1548 [============================>.] - ETA: 2s - loss: 368.7810 - logits_profile_predictions_loss: 363.6802 - logcount_predictions_loss: 0.3168 1542/1548 [============================>.] - ETA: 1s - loss: 368.7809 - logits_profile_predictions_loss: 363.6801 - logcount_predictions_loss: 0.3168 1543/1548 [============================>.] - ETA: 1s - loss: 368.7808 - logits_profile_predictions_loss: 363.6800 - logcount_predictions_loss: 0.3168 1544/1548 [============================>.] - ETA: 1s - loss: 368.7807 - logits_profile_predictions_loss: 363.6799 - logcount_predictions_loss: 0.3168 1545/1548 [============================>.] - ETA: 0s - loss: 368.7807 - logits_profile_predictions_loss: 363.6798 - logcount_predictions_loss: 0.3168 1546/1548 [============================>.] - ETA: 0s - loss: 368.7806 - logits_profile_predictions_loss: 363.6798 - logcount_predictions_loss: 0.3168 1547/1548 [============================>.] - ETA: 0s - loss: 368.7806 - logits_profile_predictions_loss: 363.6797 - logcount_predictions_loss: 0.3168 1548/1548 [==============================] - ETA: 0s - loss: 368.7805 - logits_profile_predictions_loss: 363.6796 - logcount_predictions_loss: 0.3168 1548/1548 [==============================] - 502s 324ms/step - loss: 368.7804 - logits_profile_predictions_loss: 363.6795 - logcount_predictions_loss: 0.3168 - val_loss: 410.5185 - val_logits_profile_predictions_loss: 402.7862 - val_logcount_predictions_loss: 0.4803 Epoch 00012: val_loss did not improve from 408.77460 Epoch 13/50 1/1548 [..............................] - ETA: 8:13 - loss: 381.7885 - logits_profile_predictions_loss: 377.9681 - logcount_predictions_loss: 0.2373 2/1548 [..............................] - ETA: 7:59 - loss: 395.0993 - logits_profile_predictions_loss: 391.1269 - logcount_predictions_loss: 0.2467 3/1548 [..............................] - ETA: 7:59 - loss: 395.1911 - logits_profile_predictions_loss: 390.9506 - logcount_predictions_loss: 0.2634 4/1548 [..............................] - ETA: 8:00 - loss: 393.3248 - logits_profile_predictions_loss: 388.8815 - logcount_predictions_loss: 0.2760 5/1548 [..............................] - ETA: 8:00 - loss: 392.2368 - logits_profile_predictions_loss: 387.6884 - logcount_predictions_loss: 0.2825 6/1548 [..............................] - ETA: 7:59 - loss: 391.3053 - logits_profile_predictions_loss: 386.7339 - logcount_predictions_loss: 0.2839 7/1548 [..............................] - ETA: 7:59 - loss: 389.7892 - logits_profile_predictions_loss: 385.2341 - logcount_predictions_loss: 0.2829 8/1548 [..............................] - ETA: 7:59 - loss: 388.3829 - logits_profile_predictions_loss: 383.8341 - logcount_predictions_loss: 0.2825 9/1548 [..............................] - ETA: 7:58 - loss: 386.9633 - logits_profile_predictions_loss: 382.4219 - logcount_predictions_loss: 0.2821 10/1548 [..............................] - ETA: 7:58 - loss: 385.3483 - logits_profile_predictions_loss: 380.8140 - logcount_predictions_loss: 0.2816 11/1548 [..............................] - ETA: 7:58 - loss: 384.0344 - logits_profile_predictions_loss: 379.5096 - logcount_predictions_loss: 0.2810 12/1548 [..............................] - ETA: 7:58 - loss: 382.6005 - logits_profile_predictions_loss: 378.0845 - logcount_predictions_loss: 0.2805 13/1548 [..............................] - ETA: 7:57 - loss: 381.0762 - logits_profile_predictions_loss: 376.5669 - logcount_predictions_loss: 0.2801 14/1548 [..............................] - ETA: 7:57 - loss: 379.8191 - logits_profile_predictions_loss: 375.3197 - logcount_predictions_loss: 0.2795 15/1548 [..............................] - ETA: 7:57 - loss: 378.5950 - logits_profile_predictions_loss: 374.0990 - logcount_predictions_loss: 0.2793 16/1548 [..............................] - ETA: 7:56 - loss: 377.2951 - logits_profile_predictions_loss: 372.8007 - logcount_predictions_loss: 0.2792 17/1548 [..............................] - ETA: 7:56 - loss: 376.2008 - logits_profile_predictions_loss: 371.7064 - logcount_predictions_loss: 0.2792 18/1548 [..............................] - ETA: 7:56 - loss: 375.1147 - logits_profile_predictions_loss: 370.6199 - logcount_predictions_loss: 0.2792 19/1548 [..............................] - ETA: 7:56 - loss: 374.2496 - logits_profile_predictions_loss: 369.7538 - logcount_predictions_loss: 0.2792 20/1548 [..............................] - ETA: 7:55 - loss: 373.5014 - logits_profile_predictions_loss: 369.0074 - logcount_predictions_loss: 0.2791 21/1548 [..............................] - ETA: 7:55 - loss: 372.7155 - logits_profile_predictions_loss: 368.2248 - logcount_predictions_loss: 0.2789 22/1548 [..............................] - ETA: 7:55 - loss: 372.0019 - logits_profile_predictions_loss: 367.5143 - logcount_predictions_loss: 0.2787 23/1548 [..............................] - ETA: 7:54 - loss: 371.3886 - logits_profile_predictions_loss: 366.9052 - logcount_predictions_loss: 0.2785 24/1548 [..............................] - ETA: 7:54 - loss: 370.8411 - logits_profile_predictions_loss: 366.3615 - logcount_predictions_loss: 0.2782 25/1548 [..............................] - ETA: 7:54 - loss: 370.3938 - logits_profile_predictions_loss: 365.9174 - logcount_predictions_loss: 0.2780 26/1548 [..............................] - ETA: 7:53 - loss: 370.0496 - logits_profile_predictions_loss: 365.5732 - logcount_predictions_loss: 0.2780 27/1548 [..............................] - ETA: 7:53 - loss: 369.7856 - logits_profile_predictions_loss: 365.3093 - logcount_predictions_loss: 0.2780 28/1548 [..............................] - ETA: 7:53 - loss: 369.5167 - logits_profile_predictions_loss: 365.0427 - logcount_predictions_loss: 0.2779 29/1548 [..............................] - ETA: 7:52 - loss: 369.2544 - logits_profile_predictions_loss: 364.7827 - logcount_predictions_loss: 0.2777 30/1548 [..............................] - ETA: 7:52 - loss: 369.0314 - logits_profile_predictions_loss: 364.5622 - logcount_predictions_loss: 0.2776 31/1548 [..............................] - ETA: 7:52 - loss: 368.9083 - logits_profile_predictions_loss: 364.4428 - logcount_predictions_loss: 0.2774 32/1548 [..............................] - ETA: 7:52 - loss: 368.7842 - logits_profile_predictions_loss: 364.3230 - logcount_predictions_loss: 0.2771 33/1548 [..............................] - ETA: 7:51 - loss: 368.6786 - logits_profile_predictions_loss: 364.2210 - logcount_predictions_loss: 0.2769 34/1548 [..............................] - ETA: 7:51 - loss: 368.5903 - logits_profile_predictions_loss: 364.1360 - logcount_predictions_loss: 0.2767 35/1548 [..............................] - ETA: 7:51 - loss: 368.5091 - logits_profile_predictions_loss: 364.0589 - logcount_predictions_loss: 0.2764 36/1548 [..............................] - ETA: 7:50 - loss: 368.4402 - logits_profile_predictions_loss: 363.9930 - logcount_predictions_loss: 0.2762 37/1548 [..............................] - ETA: 7:50 - loss: 368.4181 - logits_profile_predictions_loss: 363.9736 - logcount_predictions_loss: 0.2761 38/1548 [..............................] - ETA: 7:50 - loss: 368.4169 - logits_profile_predictions_loss: 363.9751 - logcount_predictions_loss: 0.2759 39/1548 [..............................] - ETA: 7:49 - loss: 368.4566 - logits_profile_predictions_loss: 364.0167 - logcount_predictions_loss: 0.2758 40/1548 [..............................] - ETA: 7:49 - loss: 368.4708 - logits_profile_predictions_loss: 364.0326 - logcount_predictions_loss: 0.2757 41/1548 [..............................] - ETA: 7:49 - loss: 368.4811 - logits_profile_predictions_loss: 364.0439 - logcount_predictions_loss: 0.2756 42/1548 [..............................] - ETA: 7:49 - loss: 368.4862 - logits_profile_predictions_loss: 364.0496 - logcount_predictions_loss: 0.2756 43/1548 [..............................] - ETA: 7:48 - loss: 368.5165 - logits_profile_predictions_loss: 364.0810 - logcount_predictions_loss: 0.2755 44/1548 [..............................] - ETA: 7:48 - loss: 368.5197 - logits_profile_predictions_loss: 364.0857 - logcount_predictions_loss: 0.2754 45/1548 [..............................] - ETA: 7:48 - loss: 368.5097 - logits_profile_predictions_loss: 364.0765 - logcount_predictions_loss: 0.2754 46/1548 [..............................] - ETA: 7:47 - loss: 368.5014 - logits_profile_predictions_loss: 364.0686 - logcount_predictions_loss: 0.2753 47/1548 [..............................] - ETA: 7:47 - loss: 368.5165 - logits_profile_predictions_loss: 364.0843 - logcount_predictions_loss: 0.2753 48/1548 [..............................] - ETA: 7:47 - loss: 368.5099 - logits_profile_predictions_loss: 364.0783 - logcount_predictions_loss: 0.2753 49/1548 [..............................] - ETA: 7:46 - loss: 368.4990 - logits_profile_predictions_loss: 364.0685 - logcount_predictions_loss: 0.2752 50/1548 [..............................] - ETA: 7:46 - loss: 368.4967 - logits_profile_predictions_loss: 364.0675 - logcount_predictions_loss: 0.2751 51/1548 [..............................] - ETA: 7:46 - loss: 368.4884 - logits_profile_predictions_loss: 364.0606 - logcount_predictions_loss: 0.2750 52/1548 [>.............................] - ETA: 7:46 - loss: 368.4623 - logits_profile_predictions_loss: 364.0354 - logcount_predictions_loss: 0.2750 53/1548 [>.............................] - ETA: 7:45 - loss: 368.4502 - logits_profile_predictions_loss: 364.0243 - logcount_predictions_loss: 0.2749 54/1548 [>.............................] - ETA: 7:45 - loss: 368.4381 - logits_profile_predictions_loss: 364.0124 - logcount_predictions_loss: 0.2749 55/1548 [>.............................] - ETA: 7:45 - loss: 368.4378 - logits_profile_predictions_loss: 364.0126 - logcount_predictions_loss: 0.2749 56/1548 [>.............................] - ETA: 7:44 - loss: 368.4352 - logits_profile_predictions_loss: 364.0103 - logcount_predictions_loss: 0.2748 57/1548 [>.............................] - ETA: 7:44 - loss: 368.4298 - logits_profile_predictions_loss: 364.0054 - logcount_predictions_loss: 0.2748 58/1548 [>.............................] - ETA: 7:44 - loss: 368.4250 - logits_profile_predictions_loss: 364.0012 - logcount_predictions_loss: 0.2748 59/1548 [>.............................] - ETA: 7:43 - loss: 368.4326 - logits_profile_predictions_loss: 364.0093 - logcount_predictions_loss: 0.2747 60/1548 [>.............................] - ETA: 7:43 - loss: 368.4504 - logits_profile_predictions_loss: 364.0278 - logcount_predictions_loss: 0.2747 61/1548 [>.............................] - ETA: 7:43 - loss: 368.4766 - logits_profile_predictions_loss: 364.0541 - logcount_predictions_loss: 0.2747 62/1548 [>.............................] - ETA: 7:43 - loss: 368.5111 - logits_profile_predictions_loss: 364.0889 - logcount_predictions_loss: 0.2747 63/1548 [>.............................] - ETA: 7:42 - loss: 368.5470 - logits_profile_predictions_loss: 364.1251 - logcount_predictions_loss: 0.2747 64/1548 [>.............................] - ETA: 7:42 - loss: 368.5812 - logits_profile_predictions_loss: 364.1597 - logcount_predictions_loss: 0.2746 65/1548 [>.............................] - ETA: 7:42 - loss: 368.6134 - logits_profile_predictions_loss: 364.1921 - logcount_predictions_loss: 0.2746 66/1548 [>.............................] - ETA: 7:41 - loss: 368.6469 - logits_profile_predictions_loss: 364.2260 - logcount_predictions_loss: 0.2746 67/1548 [>.............................] - ETA: 7:41 - loss: 368.6795 - logits_profile_predictions_loss: 364.2591 - logcount_predictions_loss: 0.2746 68/1548 [>.............................] - ETA: 7:41 - loss: 368.7135 - logits_profile_predictions_loss: 364.2935 - logcount_predictions_loss: 0.2745 69/1548 [>.............................] - ETA: 7:40 - loss: 368.7400 - logits_profile_predictions_loss: 364.3205 - logcount_predictions_loss: 0.2745 70/1548 [>.............................] - ETA: 7:40 - loss: 368.7674 - logits_profile_predictions_loss: 364.3486 - logcount_predictions_loss: 0.2745 71/1548 [>.............................] - ETA: 7:40 - loss: 368.7909 - logits_profile_predictions_loss: 364.3730 - logcount_predictions_loss: 0.2744 72/1548 [>.............................] - ETA: 7:40 - loss: 368.8105 - logits_profile_predictions_loss: 364.3936 - logcount_predictions_loss: 0.2743 73/1548 [>.............................] - ETA: 7:39 - loss: 368.8324 - logits_profile_predictions_loss: 364.4165 - logcount_predictions_loss: 0.2743 74/1548 [>.............................] - ETA: 7:39 - loss: 368.8506 - logits_profile_predictions_loss: 364.4355 - logcount_predictions_loss: 0.2742 75/1548 [>.............................] - ETA: 7:39 - loss: 368.8718 - logits_profile_predictions_loss: 364.4568 - logcount_predictions_loss: 0.2742 76/1548 [>.............................] - ETA: 7:38 - loss: 368.8945 - logits_profile_predictions_loss: 364.4797 - logcount_predictions_loss: 0.2742 77/1548 [>.............................] - ETA: 7:38 - loss: 368.9236 - logits_profile_predictions_loss: 364.5091 - logcount_predictions_loss: 0.2742 78/1548 [>.............................] - ETA: 7:38 - loss: 368.9519 - logits_profile_predictions_loss: 364.5379 - logcount_predictions_loss: 0.2742 79/1548 [>.............................] - ETA: 7:37 - loss: 368.9783 - logits_profile_predictions_loss: 364.5647 - logcount_predictions_loss: 0.2741 80/1548 [>.............................] - ETA: 7:37 - loss: 368.9981 - logits_profile_predictions_loss: 364.5851 - logcount_predictions_loss: 0.2741 81/1548 [>.............................] - ETA: 7:37 - loss: 369.0154 - logits_profile_predictions_loss: 364.6028 - logcount_predictions_loss: 0.2741 82/1548 [>.............................] - ETA: 7:37 - loss: 369.0379 - logits_profile_predictions_loss: 364.6256 - logcount_predictions_loss: 0.2741 83/1548 [>.............................] - ETA: 7:36 - loss: 369.0511 - logits_profile_predictions_loss: 364.6392 - logcount_predictions_loss: 0.2740 84/1548 [>.............................] - ETA: 7:36 - loss: 369.0592 - logits_profile_predictions_loss: 364.6476 - logcount_predictions_loss: 0.2740 85/1548 [>.............................] - ETA: 7:36 - loss: 369.0665 - logits_profile_predictions_loss: 364.6553 - logcount_predictions_loss: 0.2740 86/1548 [>.............................] - ETA: 7:35 - loss: 369.0674 - logits_profile_predictions_loss: 364.6564 - logcount_predictions_loss: 0.2740 87/1548 [>.............................] - ETA: 7:35 - loss: 369.0632 - logits_profile_predictions_loss: 364.6523 - logcount_predictions_loss: 0.2740 88/1548 [>.............................] - ETA: 7:35 - loss: 369.0608 - logits_profile_predictions_loss: 364.6500 - logcount_predictions_loss: 0.2740 89/1548 [>.............................] - ETA: 7:34 - loss: 369.0624 - logits_profile_predictions_loss: 364.6517 - logcount_predictions_loss: 0.2740 90/1548 [>.............................] - ETA: 7:34 - loss: 369.0667 - logits_profile_predictions_loss: 364.6562 - logcount_predictions_loss: 0.2739 91/1548 [>.............................] - ETA: 7:34 - loss: 369.0677 - logits_profile_predictions_loss: 364.6572 - logcount_predictions_loss: 0.2739 92/1548 [>.............................] - ETA: 7:33 - loss: 369.0689 - logits_profile_predictions_loss: 364.6586 - logcount_predictions_loss: 0.2739 93/1548 [>.............................] - ETA: 7:33 - loss: 369.0688 - logits_profile_predictions_loss: 364.6585 - logcount_predictions_loss: 0.2739 94/1548 [>.............................] - ETA: 7:33 - loss: 369.0656 - logits_profile_predictions_loss: 364.6553 - logcount_predictions_loss: 0.2739 95/1548 [>.............................] - ETA: 7:33 - loss: 369.0625 - logits_profile_predictions_loss: 364.6521 - logcount_predictions_loss: 0.2739 96/1548 [>.............................] - ETA: 7:32 - loss: 369.0602 - logits_profile_predictions_loss: 364.6497 - logcount_predictions_loss: 0.2739 97/1548 [>.............................] - ETA: 7:32 - loss: 369.0559 - logits_profile_predictions_loss: 364.6454 - logcount_predictions_loss: 0.2739 98/1548 [>.............................] - ETA: 7:32 - loss: 369.0500 - logits_profile_predictions_loss: 364.6395 - logcount_predictions_loss: 0.2739 99/1548 [>.............................] - ETA: 7:31 - loss: 369.0453 - logits_profile_predictions_loss: 364.6349 - logcount_predictions_loss: 0.2739 100/1548 [>.............................] - ETA: 7:31 - loss: 369.0367 - logits_profile_predictions_loss: 364.6264 - logcount_predictions_loss: 0.2739 101/1548 [>.............................] - ETA: 7:31 - loss: 369.0254 - logits_profile_predictions_loss: 364.6152 - logcount_predictions_loss: 0.2739 102/1548 [>.............................] - ETA: 7:30 - loss: 369.0176 - logits_profile_predictions_loss: 364.6076 - logcount_predictions_loss: 0.2739 103/1548 [>.............................] - ETA: 7:30 - loss: 369.0100 - logits_profile_predictions_loss: 364.6003 - logcount_predictions_loss: 0.2739 104/1548 [=>............................] - ETA: 7:30 - loss: 369.0026 - logits_profile_predictions_loss: 364.5931 - logcount_predictions_loss: 0.2739 105/1548 [=>............................] - ETA: 7:29 - loss: 368.9968 - logits_profile_predictions_loss: 364.5875 - logcount_predictions_loss: 0.2739 106/1548 [=>............................] - ETA: 7:29 - loss: 368.9924 - logits_profile_predictions_loss: 364.5832 - logcount_predictions_loss: 0.2739 107/1548 [=>............................] - ETA: 7:29 - loss: 368.9834 - logits_profile_predictions_loss: 364.5743 - logcount_predictions_loss: 0.2739 108/1548 [=>............................] - ETA: 7:29 - loss: 368.9739 - logits_profile_predictions_loss: 364.5647 - logcount_predictions_loss: 0.2739 109/1548 [=>............................] - ETA: 7:28 - loss: 368.9664 - logits_profile_predictions_loss: 364.5571 - logcount_predictions_loss: 0.2739 110/1548 [=>............................] - ETA: 7:28 - loss: 368.9595 - logits_profile_predictions_loss: 364.5502 - logcount_predictions_loss: 0.2739 111/1548 [=>............................] - ETA: 7:28 - loss: 368.9545 - logits_profile_predictions_loss: 364.5451 - logcount_predictions_loss: 0.2739 112/1548 [=>............................] - ETA: 7:27 - loss: 368.9507 - logits_profile_predictions_loss: 364.5413 - logcount_predictions_loss: 0.2739 113/1548 [=>............................] - ETA: 7:27 - loss: 368.9438 - logits_profile_predictions_loss: 364.5344 - logcount_predictions_loss: 0.2739 114/1548 [=>............................] - ETA: 7:27 - loss: 368.9382 - logits_profile_predictions_loss: 364.5287 - logcount_predictions_loss: 0.2739 115/1548 [=>............................] - ETA: 7:26 - loss: 368.9312 - logits_profile_predictions_loss: 364.5217 - logcount_predictions_loss: 0.2739 116/1548 [=>............................] - ETA: 7:26 - loss: 368.9220 - logits_profile_predictions_loss: 364.5124 - logcount_predictions_loss: 0.2739 117/1548 [=>............................] - ETA: 7:26 - loss: 368.9109 - logits_profile_predictions_loss: 364.5013 - logcount_predictions_loss: 0.2739 118/1548 [=>............................] - ETA: 7:25 - loss: 368.8973 - logits_profile_predictions_loss: 364.4877 - logcount_predictions_loss: 0.2739 119/1548 [=>............................] - ETA: 7:25 - loss: 368.8816 - logits_profile_predictions_loss: 364.4720 - logcount_predictions_loss: 0.2739 120/1548 [=>............................] - ETA: 7:25 - loss: 368.8643 - logits_profile_predictions_loss: 364.4548 - logcount_predictions_loss: 0.2739 121/1548 [=>............................] - ETA: 7:25 - loss: 368.8489 - logits_profile_predictions_loss: 364.4392 - logcount_predictions_loss: 0.2739 122/1548 [=>............................] - ETA: 7:24 - loss: 368.8313 - logits_profile_predictions_loss: 364.4216 - logcount_predictions_loss: 0.2739 123/1548 [=>............................] - ETA: 7:24 - loss: 368.8140 - logits_profile_predictions_loss: 364.4043 - logcount_predictions_loss: 0.2739 124/1548 [=>............................] - ETA: 7:24 - loss: 368.7971 - logits_profile_predictions_loss: 364.3873 - logcount_predictions_loss: 0.2739 125/1548 [=>............................] - ETA: 7:23 - loss: 368.7823 - logits_profile_predictions_loss: 364.3726 - logcount_predictions_loss: 0.2739 126/1548 [=>............................] - ETA: 7:23 - loss: 368.7669 - 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[..............................] - ETA: 7:53 - loss: 356.4350 - logits_profile_predictions_loss: 352.7492 - logcount_predictions_loss: 0.2289 27/1548 [..............................] - ETA: 7:53 - loss: 356.3258 - logits_profile_predictions_loss: 352.6315 - logcount_predictions_loss: 0.2295 28/1548 [..............................] - ETA: 7:53 - loss: 356.1855 - logits_profile_predictions_loss: 352.4828 - logcount_predictions_loss: 0.2300 29/1548 [..............................] - ETA: 7:52 - loss: 356.0092 - logits_profile_predictions_loss: 352.2982 - logcount_predictions_loss: 0.2305 30/1548 [..............................] - ETA: 7:52 - loss: 355.8457 - logits_profile_predictions_loss: 352.1286 - logcount_predictions_loss: 0.2309 31/1548 [..............................] - ETA: 7:52 - loss: 355.7014 - logits_profile_predictions_loss: 351.9784 - logcount_predictions_loss: 0.2312 32/1548 [..............................] - ETA: 7:52 - loss: 355.5171 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 6:31 - loss: 357.1322 - logits_profile_predictions_loss: 353.4190 - logcount_predictions_loss: 0.2306 295/1548 [====>.........................] - ETA: 6:30 - loss: 357.1357 - logits_profile_predictions_loss: 353.4225 - logcount_predictions_loss: 0.2306 296/1548 [====>.........................] - ETA: 6:30 - loss: 357.1390 - logits_profile_predictions_loss: 353.4258 - logcount_predictions_loss: 0.2306 297/1548 [====>.........................] - ETA: 6:30 - loss: 357.1421 - logits_profile_predictions_loss: 353.4290 - logcount_predictions_loss: 0.2306 298/1548 [====>.........................] - ETA: 6:29 - loss: 357.1451 - logits_profile_predictions_loss: 353.4320 - logcount_predictions_loss: 0.2306 299/1548 [====>.........................] - ETA: 6:29 - loss: 357.1485 - logits_profile_predictions_loss: 353.4355 - logcount_predictions_loss: 0.2306 300/1548 [====>.........................] - ETA: 6:29 - loss: 357.1520 - 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[====>.........................] - ETA: 6:27 - loss: 357.1801 - logits_profile_predictions_loss: 353.4672 - logcount_predictions_loss: 0.2306 308/1548 [====>.........................] - ETA: 6:26 - loss: 357.1837 - logits_profile_predictions_loss: 353.4708 - logcount_predictions_loss: 0.2306 309/1548 [====>.........................] - ETA: 6:26 - loss: 357.1869 - logits_profile_predictions_loss: 353.4739 - logcount_predictions_loss: 0.2306 310/1548 [=====>........................] - ETA: 6:26 - loss: 357.1896 - logits_profile_predictions_loss: 353.4767 - logcount_predictions_loss: 0.2306 311/1548 [=====>........................] - ETA: 6:25 - loss: 357.1929 - logits_profile_predictions_loss: 353.4799 - logcount_predictions_loss: 0.2306 312/1548 [=====>........................] - ETA: 6:25 - loss: 357.1959 - logits_profile_predictions_loss: 353.4828 - logcount_predictions_loss: 0.2306 313/1548 [=====>........................] - ETA: 6:25 - loss: 357.1987 - 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[=====>........................] - ETA: 6:23 - loss: 357.2238 - logits_profile_predictions_loss: 353.5103 - logcount_predictions_loss: 0.2307 321/1548 [=====>........................] - ETA: 6:22 - loss: 357.2274 - logits_profile_predictions_loss: 353.5138 - logcount_predictions_loss: 0.2307 322/1548 [=====>........................] - ETA: 6:22 - loss: 357.2308 - logits_profile_predictions_loss: 353.5172 - logcount_predictions_loss: 0.2307 323/1548 [=====>........................] - ETA: 6:22 - loss: 357.2341 - logits_profile_predictions_loss: 353.5204 - logcount_predictions_loss: 0.2307 324/1548 [=====>........................] - ETA: 6:21 - loss: 357.2370 - logits_profile_predictions_loss: 353.5232 - logcount_predictions_loss: 0.2307 325/1548 [=====>........................] - ETA: 6:21 - loss: 357.2403 - logits_profile_predictions_loss: 353.5264 - logcount_predictions_loss: 0.2307 326/1548 [=====>........................] - ETA: 6:21 - loss: 357.2439 - 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[=====>........................] - ETA: 6:19 - loss: 357.2683 - logits_profile_predictions_loss: 353.5539 - logcount_predictions_loss: 0.2307 334/1548 [=====>........................] - ETA: 6:18 - loss: 357.2721 - logits_profile_predictions_loss: 353.5576 - logcount_predictions_loss: 0.2307 335/1548 [=====>........................] - ETA: 6:18 - loss: 357.2762 - logits_profile_predictions_loss: 353.5616 - logcount_predictions_loss: 0.2307 336/1548 [=====>........................] - ETA: 6:18 - loss: 357.2802 - logits_profile_predictions_loss: 353.5655 - logcount_predictions_loss: 0.2307 337/1548 [=====>........................] - ETA: 6:17 - loss: 357.2840 - logits_profile_predictions_loss: 353.5693 - logcount_predictions_loss: 0.2307 338/1548 [=====>........................] - ETA: 6:17 - loss: 357.2878 - logits_profile_predictions_loss: 353.5730 - logcount_predictions_loss: 0.2307 339/1548 [=====>........................] - ETA: 6:17 - loss: 357.2916 - 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[=====>........................] - ETA: 6:14 - loss: 357.3172 - logits_profile_predictions_loss: 353.6018 - logcount_predictions_loss: 0.2308 347/1548 [=====>........................] - ETA: 6:14 - loss: 357.3204 - logits_profile_predictions_loss: 353.6049 - logcount_predictions_loss: 0.2308 348/1548 [=====>........................] - ETA: 6:14 - loss: 357.3240 - logits_profile_predictions_loss: 353.6085 - logcount_predictions_loss: 0.2308 349/1548 [=====>........................] - ETA: 6:14 - loss: 357.3275 - logits_profile_predictions_loss: 353.6119 - logcount_predictions_loss: 0.2308 350/1548 [=====>........................] - ETA: 6:13 - loss: 357.3308 - logits_profile_predictions_loss: 353.6151 - logcount_predictions_loss: 0.2308 351/1548 [=====>........................] - ETA: 6:13 - loss: 357.3335 - logits_profile_predictions_loss: 353.6178 - logcount_predictions_loss: 0.2308 352/1548 [=====>........................] - ETA: 6:13 - loss: 357.3363 - 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[=====>........................] - ETA: 6:10 - loss: 357.3550 - logits_profile_predictions_loss: 353.6386 - logcount_predictions_loss: 0.2308 360/1548 [=====>........................] - ETA: 6:10 - loss: 357.3580 - logits_profile_predictions_loss: 353.6416 - logcount_predictions_loss: 0.2308 361/1548 [=====>........................] - ETA: 6:10 - loss: 357.3605 - logits_profile_predictions_loss: 353.6441 - logcount_predictions_loss: 0.2308 362/1548 [======>.......................] - ETA: 6:09 - loss: 357.3634 - logits_profile_predictions_loss: 353.6469 - logcount_predictions_loss: 0.2308 363/1548 [======>.......................] - ETA: 6:09 - loss: 357.3662 - logits_profile_predictions_loss: 353.6496 - logcount_predictions_loss: 0.2308 364/1548 [======>.......................] - ETA: 6:09 - loss: 357.3691 - logits_profile_predictions_loss: 353.6525 - logcount_predictions_loss: 0.2309 365/1548 [======>.......................] - ETA: 6:09 - loss: 357.3719 - 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[============================>.] - ETA: 14s - loss: 357.8205 - logits_profile_predictions_loss: 354.0872 - logcount_predictions_loss: 0.2319 1504/1548 [============================>.] - ETA: 13s - loss: 357.8200 - logits_profile_predictions_loss: 354.0868 - logcount_predictions_loss: 0.2319 1505/1548 [============================>.] - ETA: 13s - loss: 357.8196 - logits_profile_predictions_loss: 354.0863 - logcount_predictions_loss: 0.2319 1506/1548 [============================>.] - ETA: 13s - loss: 357.8191 - logits_profile_predictions_loss: 354.0858 - logcount_predictions_loss: 0.2319 1507/1548 [============================>.] - ETA: 12s - loss: 357.8186 - logits_profile_predictions_loss: 354.0854 - logcount_predictions_loss: 0.2319 1508/1548 [============================>.] - ETA: 12s - loss: 357.8182 - logits_profile_predictions_loss: 354.0849 - logcount_predictions_loss: 0.2319 1509/1548 [============================>.] - ETA: 12s - loss: 357.8177 - logits_profile_predictions_loss: 354.0844 - logcount_predictions_loss: 0.2319 1510/1548 [============================>.] - ETA: 11s - loss: 357.8173 - logits_profile_predictions_loss: 354.0840 - logcount_predictions_loss: 0.2319 1511/1548 [============================>.] - ETA: 11s - loss: 357.8168 - logits_profile_predictions_loss: 354.0836 - logcount_predictions_loss: 0.2319 1512/1548 [============================>.] - ETA: 11s - loss: 357.8164 - logits_profile_predictions_loss: 354.0831 - logcount_predictions_loss: 0.2319 1513/1548 [============================>.] - ETA: 10s - loss: 357.8160 - logits_profile_predictions_loss: 354.0827 - logcount_predictions_loss: 0.2319 1514/1548 [============================>.] - ETA: 10s - loss: 357.8155 - logits_profile_predictions_loss: 354.0823 - logcount_predictions_loss: 0.2319 1515/1548 [============================>.] - ETA: 10s - loss: 357.8151 - logits_profile_predictions_loss: 354.0818 - logcount_predictions_loss: 0.2319 1516/1548 [============================>.] - ETA: 9s - loss: 357.8146 - logits_profile_predictions_loss: 354.0814 - logcount_predictions_loss: 0.2319  1517/1548 [============================>.] - ETA: 9s - loss: 357.8142 - logits_profile_predictions_loss: 354.0809 - logcount_predictions_loss: 0.2319 1518/1548 [============================>.] - ETA: 9s - loss: 357.8138 - logits_profile_predictions_loss: 354.0805 - logcount_predictions_loss: 0.2319 1519/1548 [============================>.] - ETA: 9s - loss: 357.8133 - logits_profile_predictions_loss: 354.0801 - logcount_predictions_loss: 0.2319 1520/1548 [============================>.] - ETA: 8s - loss: 357.8129 - logits_profile_predictions_loss: 354.0796 - logcount_predictions_loss: 0.2319 1521/1548 [============================>.] - ETA: 8s - loss: 357.8124 - logits_profile_predictions_loss: 354.0792 - logcount_predictions_loss: 0.2319 1522/1548 [============================>.] - ETA: 8s - loss: 357.8120 - logits_profile_predictions_loss: 354.0787 - logcount_predictions_loss: 0.2319 1523/1548 [============================>.] - ETA: 7s - loss: 357.8115 - logits_profile_predictions_loss: 354.0783 - logcount_predictions_loss: 0.2319 1524/1548 [============================>.] - ETA: 7s - loss: 357.8111 - logits_profile_predictions_loss: 354.0778 - logcount_predictions_loss: 0.2319 1525/1548 [============================>.] - ETA: 7s - loss: 357.8106 - logits_profile_predictions_loss: 354.0773 - logcount_predictions_loss: 0.2319 1526/1548 [============================>.] - ETA: 6s - loss: 357.8101 - logits_profile_predictions_loss: 354.0768 - logcount_predictions_loss: 0.2319 1527/1548 [============================>.] - ETA: 6s - loss: 357.8096 - logits_profile_predictions_loss: 354.0763 - logcount_predictions_loss: 0.2319 1528/1548 [============================>.] - ETA: 6s - loss: 357.8091 - logits_profile_predictions_loss: 354.0759 - logcount_predictions_loss: 0.2319 1529/1548 [============================>.] - ETA: 5s - 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1536/1548 [============================>.] - ETA: 3s - loss: 357.8053 - logits_profile_predictions_loss: 354.0720 - logcount_predictions_loss: 0.2319 1537/1548 [============================>.] - ETA: 3s - loss: 357.8048 - logits_profile_predictions_loss: 354.0716 - logcount_predictions_loss: 0.2319 1538/1548 [============================>.] - ETA: 3s - loss: 357.8044 - logits_profile_predictions_loss: 354.0711 - logcount_predictions_loss: 0.2319 1539/1548 [============================>.] - ETA: 2s - loss: 357.8039 - logits_profile_predictions_loss: 354.0707 - logcount_predictions_loss: 0.2319 1540/1548 [============================>.] - ETA: 2s - loss: 357.8035 - logits_profile_predictions_loss: 354.0703 - logcount_predictions_loss: 0.2319 1541/1548 [============================>.] - ETA: 2s - loss: 357.8031 - logits_profile_predictions_loss: 354.0699 - logcount_predictions_loss: 0.2319 1542/1548 [============================>.] - ETA: 1s - loss: 357.8027 - logits_profile_predictions_loss: 354.0695 - logcount_predictions_loss: 0.2319 1543/1548 [============================>.] - ETA: 1s - loss: 357.8023 - logits_profile_predictions_loss: 354.0691 - logcount_predictions_loss: 0.2319 1544/1548 [============================>.] - ETA: 1s - loss: 357.8019 - logits_profile_predictions_loss: 354.0687 - logcount_predictions_loss: 0.2319 1545/1548 [============================>.] - ETA: 0s - loss: 357.8016 - logits_profile_predictions_loss: 354.0683 - logcount_predictions_loss: 0.2319 1546/1548 [============================>.] - ETA: 0s - loss: 357.8012 - logits_profile_predictions_loss: 354.0680 - logcount_predictions_loss: 0.2319 1547/1548 [============================>.] - ETA: 0s - loss: 357.8008 - logits_profile_predictions_loss: 354.0676 - logcount_predictions_loss: 0.2319 1548/1548 [==============================] - ETA: 0s - loss: 357.8004 - logits_profile_predictions_loss: 354.0672 - logcount_predictions_loss: 0.2319 1548/1548 [==============================] - 503s 325ms/step - loss: 357.8000 - logits_profile_predictions_loss: 354.0668 - logcount_predictions_loss: 0.2319 - val_loss: 407.5415 - val_logits_profile_predictions_loss: 400.2406 - val_logcount_predictions_loss: 0.4535 Epoch 00014: val_loss did not improve from 407.38733 Epoch 15/50 1/1548 [..............................] - ETA: 8:12 - loss: 352.1598 - logits_profile_predictions_loss: 348.2025 - logcount_predictions_loss: 0.2458 2/1548 [..............................] - ETA: 7:58 - loss: 350.0144 - logits_profile_predictions_loss: 346.2917 - logcount_predictions_loss: 0.2312 3/1548 [..............................] - ETA: 7:58 - loss: 351.5326 - logits_profile_predictions_loss: 348.0027 - logcount_predictions_loss: 0.2192 4/1548 [..............................] - ETA: 7:58 - loss: 352.1686 - logits_profile_predictions_loss: 348.6967 - logcount_predictions_loss: 0.2156 5/1548 [..............................] - ETA: 7:58 - loss: 352.4552 - logits_profile_predictions_loss: 349.0024 - logcount_predictions_loss: 0.2145 6/1548 [..............................] - ETA: 7:58 - loss: 352.1216 - logits_profile_predictions_loss: 348.6747 - logcount_predictions_loss: 0.2141 7/1548 [..............................] - ETA: 7:58 - loss: 352.3604 - logits_profile_predictions_loss: 348.9393 - logcount_predictions_loss: 0.2125 8/1548 [..............................] - ETA: 7:58 - loss: 352.1812 - logits_profile_predictions_loss: 348.7725 - logcount_predictions_loss: 0.2117 9/1548 [..............................] - ETA: 7:57 - loss: 352.4816 - logits_profile_predictions_loss: 349.1041 - logcount_predictions_loss: 0.2098 10/1548 [..............................] - ETA: 7:57 - loss: 352.0691 - logits_profile_predictions_loss: 348.7132 - logcount_predictions_loss: 0.2084 11/1548 [..............................] - ETA: 7:57 - loss: 351.8926 - logits_profile_predictions_loss: 348.5539 - logcount_predictions_loss: 0.2074 12/1548 [..............................] - ETA: 7:56 - loss: 351.8818 - logits_profile_predictions_loss: 348.5586 - logcount_predictions_loss: 0.2064 13/1548 [..............................] - ETA: 7:56 - loss: 351.7329 - logits_profile_predictions_loss: 348.4180 - logcount_predictions_loss: 0.2059 14/1548 [..............................] - ETA: 7:56 - loss: 351.4128 - logits_profile_predictions_loss: 348.0982 - logcount_predictions_loss: 0.2059 15/1548 [..............................] - ETA: 7:55 - loss: 351.1902 - logits_profile_predictions_loss: 347.8764 - logcount_predictions_loss: 0.2058 16/1548 [..............................] - ETA: 7:55 - loss: 351.2150 - logits_profile_predictions_loss: 347.8971 - logcount_predictions_loss: 0.2061 17/1548 [..............................] - ETA: 7:55 - loss: 351.4320 - logits_profile_predictions_loss: 348.1026 - logcount_predictions_loss: 0.2068 18/1548 [..............................] - ETA: 7:55 - loss: 351.5726 - logits_profile_predictions_loss: 348.2336 - logcount_predictions_loss: 0.2074 19/1548 [..............................] - ETA: 7:54 - loss: 351.5896 - logits_profile_predictions_loss: 348.2442 - logcount_predictions_loss: 0.2078 20/1548 [..............................] - ETA: 7:54 - loss: 351.5683 - logits_profile_predictions_loss: 348.2168 - logcount_predictions_loss: 0.2082 21/1548 [..............................] - ETA: 7:54 - loss: 351.5642 - logits_profile_predictions_loss: 348.2080 - logcount_predictions_loss: 0.2085 22/1548 [..............................] - ETA: 7:53 - loss: 351.5449 - logits_profile_predictions_loss: 348.1840 - logcount_predictions_loss: 0.2088 23/1548 [..............................] - ETA: 7:53 - loss: 351.5889 - logits_profile_predictions_loss: 348.2247 - logcount_predictions_loss: 0.2090 24/1548 [..............................] - ETA: 7:53 - loss: 351.6441 - logits_profile_predictions_loss: 348.2776 - logcount_predictions_loss: 0.2091 25/1548 [..............................] - ETA: 7:53 - loss: 351.6876 - logits_profile_predictions_loss: 348.3178 - logcount_predictions_loss: 0.2093 26/1548 [..............................] - ETA: 7:52 - loss: 351.6858 - logits_profile_predictions_loss: 348.3134 - logcount_predictions_loss: 0.2095 27/1548 [..............................] - ETA: 7:52 - loss: 351.7170 - logits_profile_predictions_loss: 348.3421 - logcount_predictions_loss: 0.2096 28/1548 [..............................] - ETA: 7:52 - loss: 351.7769 - logits_profile_predictions_loss: 348.3999 - logcount_predictions_loss: 0.2097 29/1548 [..............................] - ETA: 7:51 - loss: 351.8556 - logits_profile_predictions_loss: 348.4774 - logcount_predictions_loss: 0.2098 30/1548 [..............................] - ETA: 7:51 - loss: 351.9238 - logits_profile_predictions_loss: 348.5457 - logcount_predictions_loss: 0.2098 31/1548 [..............................] - ETA: 7:51 - loss: 351.9903 - logits_profile_predictions_loss: 348.6108 - logcount_predictions_loss: 0.2099 32/1548 [..............................] - ETA: 7:50 - loss: 352.0612 - logits_profile_predictions_loss: 348.6795 - logcount_predictions_loss: 0.2100 33/1548 [..............................] - ETA: 7:50 - loss: 352.1257 - logits_profile_predictions_loss: 348.7416 - logcount_predictions_loss: 0.2102 34/1548 [..............................] - ETA: 7:50 - loss: 352.1502 - logits_profile_predictions_loss: 348.7647 - logcount_predictions_loss: 0.2103 35/1548 [..............................] - ETA: 7:50 - loss: 352.1612 - logits_profile_predictions_loss: 348.7745 - logcount_predictions_loss: 0.2104 36/1548 [..............................] - ETA: 7:49 - loss: 352.1917 - logits_profile_predictions_loss: 348.8030 - logcount_predictions_loss: 0.2105 37/1548 [..............................] - ETA: 7:49 - loss: 352.2312 - logits_profile_predictions_loss: 348.8411 - logcount_predictions_loss: 0.2106 38/1548 [..............................] - ETA: 7:49 - loss: 352.2879 - logits_profile_predictions_loss: 348.8968 - logcount_predictions_loss: 0.2106 39/1548 [..............................] - ETA: 7:48 - loss: 352.3415 - logits_profile_predictions_loss: 348.9494 - logcount_predictions_loss: 0.2107 40/1548 [..............................] - ETA: 7:48 - loss: 352.3863 - logits_profile_predictions_loss: 348.9938 - logcount_predictions_loss: 0.2107 41/1548 [..............................] - ETA: 7:48 - loss: 352.4444 - logits_profile_predictions_loss: 349.0524 - logcount_predictions_loss: 0.2107 42/1548 [..............................] - ETA: 7:48 - loss: 352.4703 - logits_profile_predictions_loss: 349.0787 - logcount_predictions_loss: 0.2107 43/1548 [..............................] - ETA: 7:47 - loss: 352.4872 - logits_profile_predictions_loss: 349.0961 - logcount_predictions_loss: 0.2106 44/1548 [..............................] - ETA: 7:47 - loss: 352.4788 - logits_profile_predictions_loss: 349.0884 - logcount_predictions_loss: 0.2106 45/1548 [..............................] - ETA: 7:47 - loss: 352.4568 - logits_profile_predictions_loss: 349.0675 - logcount_predictions_loss: 0.2105 46/1548 [..............................] - ETA: 7:46 - loss: 352.4230 - logits_profile_predictions_loss: 349.0348 - logcount_predictions_loss: 0.2104 47/1548 [..............................] - ETA: 7:46 - loss: 352.3899 - logits_profile_predictions_loss: 349.0030 - logcount_predictions_loss: 0.2104 48/1548 [..............................] - ETA: 7:46 - loss: 352.3582 - logits_profile_predictions_loss: 348.9727 - logcount_predictions_loss: 0.2103 49/1548 [..............................] - ETA: 7:46 - loss: 352.3315 - logits_profile_predictions_loss: 348.9476 - logcount_predictions_loss: 0.2102 50/1548 [..............................] - ETA: 7:45 - loss: 352.3099 - logits_profile_predictions_loss: 348.9273 - logcount_predictions_loss: 0.2101 51/1548 [..............................] - ETA: 7:45 - loss: 352.2698 - logits_profile_predictions_loss: 348.8888 - logcount_predictions_loss: 0.2100 52/1548 [>.............................] - ETA: 7:45 - loss: 352.2317 - logits_profile_predictions_loss: 348.8510 - logcount_predictions_loss: 0.2100 53/1548 [>.............................] - ETA: 7:44 - loss: 352.2124 - logits_profile_predictions_loss: 348.8319 - logcount_predictions_loss: 0.2100 54/1548 [>.............................] - ETA: 7:44 - loss: 352.2055 - logits_profile_predictions_loss: 348.8255 - logcount_predictions_loss: 0.2099 55/1548 [>.............................] - ETA: 7:44 - loss: 352.1906 - logits_profile_predictions_loss: 348.8112 - logcount_predictions_loss: 0.2099 56/1548 [>.............................] - ETA: 7:43 - loss: 352.1890 - logits_profile_predictions_loss: 348.8106 - logcount_predictions_loss: 0.2098 57/1548 [>.............................] - ETA: 7:43 - loss: 352.1921 - logits_profile_predictions_loss: 348.8148 - logcount_predictions_loss: 0.2098 58/1548 [>.............................] - ETA: 7:43 - loss: 352.1797 - logits_profile_predictions_loss: 348.8034 - logcount_predictions_loss: 0.2097 59/1548 [>.............................] - ETA: 7:42 - loss: 352.1719 - logits_profile_predictions_loss: 348.7966 - logcount_predictions_loss: 0.2096 60/1548 [>.............................] - ETA: 7:42 - loss: 352.1542 - logits_profile_predictions_loss: 348.7797 - logcount_predictions_loss: 0.2096 61/1548 [>.............................] - ETA: 7:42 - loss: 352.1305 - logits_profile_predictions_loss: 348.7567 - logcount_predictions_loss: 0.2096 62/1548 [>.............................] - ETA: 7:42 - loss: 352.1008 - logits_profile_predictions_loss: 348.7275 - logcount_predictions_loss: 0.2095 63/1548 [>.............................] - ETA: 7:41 - loss: 352.0738 - logits_profile_predictions_loss: 348.7011 - logcount_predictions_loss: 0.2095 64/1548 [>.............................] - ETA: 7:41 - loss: 352.0326 - logits_profile_predictions_loss: 348.6607 - logcount_predictions_loss: 0.2094 65/1548 [>.............................] - ETA: 7:41 - loss: 351.9865 - logits_profile_predictions_loss: 348.6151 - logcount_predictions_loss: 0.2094 66/1548 [>.............................] - ETA: 7:40 - loss: 351.9426 - logits_profile_predictions_loss: 348.5716 - logcount_predictions_loss: 0.2094 67/1548 [>.............................] - ETA: 7:40 - loss: 351.9092 - logits_profile_predictions_loss: 348.5387 - logcount_predictions_loss: 0.2093 68/1548 [>.............................] - ETA: 7:40 - loss: 351.8797 - logits_profile_predictions_loss: 348.5099 - logcount_predictions_loss: 0.2093 69/1548 [>.............................] - ETA: 7:39 - loss: 351.8538 - logits_profile_predictions_loss: 348.4844 - logcount_predictions_loss: 0.2093 70/1548 [>.............................] - ETA: 7:39 - loss: 351.8332 - logits_profile_predictions_loss: 348.4645 - logcount_predictions_loss: 0.2092 71/1548 [>.............................] - ETA: 7:39 - loss: 351.8101 - logits_profile_predictions_loss: 348.4419 - logcount_predictions_loss: 0.2092 72/1548 [>.............................] - ETA: 7:38 - loss: 351.7966 - logits_profile_predictions_loss: 348.4291 - logcount_predictions_loss: 0.2092 73/1548 [>.............................] - ETA: 7:38 - loss: 351.7769 - logits_profile_predictions_loss: 348.4100 - logcount_predictions_loss: 0.2091 74/1548 [>.............................] - ETA: 7:38 - loss: 351.7599 - logits_profile_predictions_loss: 348.3935 - logcount_predictions_loss: 0.2091 75/1548 [>.............................] - ETA: 7:38 - loss: 351.7461 - logits_profile_predictions_loss: 348.3800 - logcount_predictions_loss: 0.2091 76/1548 [>.............................] - ETA: 7:37 - loss: 351.7303 - logits_profile_predictions_loss: 348.3643 - logcount_predictions_loss: 0.2091 77/1548 [>.............................] - ETA: 7:37 - loss: 351.7144 - logits_profile_predictions_loss: 348.3484 - logcount_predictions_loss: 0.2091 78/1548 [>.............................] - ETA: 7:37 - loss: 351.6966 - logits_profile_predictions_loss: 348.3304 - logcount_predictions_loss: 0.2091 79/1548 [>.............................] - ETA: 7:36 - loss: 351.6777 - logits_profile_predictions_loss: 348.3113 - logcount_predictions_loss: 0.2091 80/1548 [>.............................] - ETA: 7:36 - loss: 351.6594 - logits_profile_predictions_loss: 348.2929 - logcount_predictions_loss: 0.2091 81/1548 [>.............................] - ETA: 7:36 - loss: 351.6485 - logits_profile_predictions_loss: 348.2819 - logcount_predictions_loss: 0.2091 82/1548 [>.............................] - ETA: 7:35 - loss: 351.6366 - logits_profile_predictions_loss: 348.2698 - logcount_predictions_loss: 0.2091 83/1548 [>.............................] - ETA: 7:35 - loss: 351.6282 - logits_profile_predictions_loss: 348.2612 - logcount_predictions_loss: 0.2091 84/1548 [>.............................] - ETA: 7:35 - loss: 351.6196 - logits_profile_predictions_loss: 348.2523 - logcount_predictions_loss: 0.2091 85/1548 [>.............................] - ETA: 7:35 - loss: 351.6181 - logits_profile_predictions_loss: 348.2504 - logcount_predictions_loss: 0.2092 86/1548 [>.............................] - ETA: 7:34 - loss: 351.6174 - logits_profile_predictions_loss: 348.2490 - logcount_predictions_loss: 0.2092 87/1548 [>.............................] - ETA: 7:34 - loss: 351.6204 - logits_profile_predictions_loss: 348.2515 - logcount_predictions_loss: 0.2092 88/1548 [>.............................] - ETA: 7:34 - loss: 351.6230 - logits_profile_predictions_loss: 348.2536 - logcount_predictions_loss: 0.2093 89/1548 [>.............................] - ETA: 7:33 - loss: 351.6238 - logits_profile_predictions_loss: 348.2538 - logcount_predictions_loss: 0.2093 90/1548 [>.............................] - ETA: 7:33 - loss: 351.6318 - logits_profile_predictions_loss: 348.2612 - logcount_predictions_loss: 0.2094 91/1548 [>.............................] - ETA: 7:33 - 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[====>.........................] - ETA: 6:30 - loss: 353.3497 - logits_profile_predictions_loss: 349.8186 - logcount_predictions_loss: 0.2193 294/1548 [====>.........................] - ETA: 6:30 - loss: 353.3540 - logits_profile_predictions_loss: 349.8226 - logcount_predictions_loss: 0.2193 295/1548 [====>.........................] - ETA: 6:30 - loss: 353.3582 - logits_profile_predictions_loss: 349.8264 - logcount_predictions_loss: 0.2194 296/1548 [====>.........................] - ETA: 6:29 - loss: 353.3621 - logits_profile_predictions_loss: 349.8301 - logcount_predictions_loss: 0.2194 297/1548 [====>.........................] - ETA: 6:29 - loss: 353.3661 - logits_profile_predictions_loss: 349.8338 - logcount_predictions_loss: 0.2194 298/1548 [====>.........................] - ETA: 6:29 - loss: 353.3699 - logits_profile_predictions_loss: 349.8373 - logcount_predictions_loss: 0.2194 299/1548 [====>.........................] - ETA: 6:29 - loss: 353.3740 - 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[====>.........................] - ETA: 6:26 - loss: 353.4035 - logits_profile_predictions_loss: 349.8687 - logcount_predictions_loss: 0.2196 307/1548 [====>.........................] - ETA: 6:26 - loss: 353.4069 - logits_profile_predictions_loss: 349.8718 - logcount_predictions_loss: 0.2196 308/1548 [====>.........................] - ETA: 6:26 - loss: 353.4116 - logits_profile_predictions_loss: 349.8763 - logcount_predictions_loss: 0.2196 309/1548 [====>.........................] - ETA: 6:25 - loss: 353.4161 - logits_profile_predictions_loss: 349.8804 - logcount_predictions_loss: 0.2196 310/1548 [=====>........................] - ETA: 6:25 - loss: 353.4205 - logits_profile_predictions_loss: 349.8845 - logcount_predictions_loss: 0.2196 311/1548 [=====>........................] - ETA: 6:25 - loss: 353.4246 - logits_profile_predictions_loss: 349.8884 - logcount_predictions_loss: 0.2196 312/1548 [=====>........................] - ETA: 6:25 - loss: 353.4286 - 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[=====>........................] - ETA: 6:22 - loss: 353.4552 - logits_profile_predictions_loss: 349.9168 - logcount_predictions_loss: 0.2198 320/1548 [=====>........................] - ETA: 6:22 - loss: 353.4589 - logits_profile_predictions_loss: 349.9203 - logcount_predictions_loss: 0.2198 321/1548 [=====>........................] - ETA: 6:22 - loss: 353.4624 - logits_profile_predictions_loss: 349.9235 - logcount_predictions_loss: 0.2198 322/1548 [=====>........................] - ETA: 6:21 - loss: 353.4659 - logits_profile_predictions_loss: 349.9268 - logcount_predictions_loss: 0.2198 323/1548 [=====>........................] - ETA: 6:21 - loss: 353.4696 - logits_profile_predictions_loss: 349.9302 - logcount_predictions_loss: 0.2198 324/1548 [=====>........................] - ETA: 6:21 - loss: 353.4737 - logits_profile_predictions_loss: 349.9341 - logcount_predictions_loss: 0.2199 325/1548 [=====>........................] - ETA: 6:20 - loss: 353.4777 - 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[=====>........................] - ETA: 6:18 - loss: 353.5043 - logits_profile_predictions_loss: 349.9627 - logcount_predictions_loss: 0.2200 333/1548 [=====>........................] - ETA: 6:18 - loss: 353.5080 - logits_profile_predictions_loss: 349.9660 - logcount_predictions_loss: 0.2200 334/1548 [=====>........................] - ETA: 6:18 - loss: 353.5111 - logits_profile_predictions_loss: 349.9689 - logcount_predictions_loss: 0.2200 335/1548 [=====>........................] - ETA: 6:17 - loss: 353.5139 - logits_profile_predictions_loss: 349.9714 - logcount_predictions_loss: 0.2200 336/1548 [=====>........................] - ETA: 6:17 - loss: 353.5165 - logits_profile_predictions_loss: 349.9738 - logcount_predictions_loss: 0.2200 337/1548 [=====>........................] - ETA: 6:17 - loss: 353.5190 - logits_profile_predictions_loss: 349.9761 - logcount_predictions_loss: 0.2201 338/1548 [=====>........................] - ETA: 6:16 - loss: 353.5216 - 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[=====>........................] - ETA: 6:14 - loss: 353.5366 - logits_profile_predictions_loss: 349.9915 - logcount_predictions_loss: 0.2202 346/1548 [=====>........................] - ETA: 6:14 - loss: 353.5387 - logits_profile_predictions_loss: 349.9934 - logcount_predictions_loss: 0.2202 347/1548 [=====>........................] - ETA: 6:14 - loss: 353.5411 - logits_profile_predictions_loss: 349.9955 - logcount_predictions_loss: 0.2202 348/1548 [=====>........................] - ETA: 6:13 - loss: 353.5432 - logits_profile_predictions_loss: 349.9974 - logcount_predictions_loss: 0.2202 349/1548 [=====>........................] - ETA: 6:13 - loss: 353.5455 - logits_profile_predictions_loss: 349.9995 - logcount_predictions_loss: 0.2203 350/1548 [=====>........................] - ETA: 6:13 - loss: 353.5481 - logits_profile_predictions_loss: 350.0019 - logcount_predictions_loss: 0.2203 351/1548 [=====>........................] - ETA: 6:12 - loss: 353.5508 - 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[============================>.] - ETA: 14s - loss: 354.8531 - logits_profile_predictions_loss: 351.3400 - logcount_predictions_loss: 0.2182 1503/1548 [============================>.] - ETA: 14s - loss: 354.8533 - logits_profile_predictions_loss: 351.3402 - logcount_predictions_loss: 0.2182 1504/1548 [============================>.] - ETA: 13s - loss: 354.8535 - logits_profile_predictions_loss: 351.3403 - logcount_predictions_loss: 0.2182 1505/1548 [============================>.] - ETA: 13s - loss: 354.8537 - logits_profile_predictions_loss: 351.3406 - logcount_predictions_loss: 0.2182 1506/1548 [============================>.] - ETA: 13s - loss: 354.8538 - logits_profile_predictions_loss: 351.3408 - logcount_predictions_loss: 0.2182 1507/1548 [============================>.] - ETA: 12s - loss: 354.8540 - logits_profile_predictions_loss: 351.3410 - logcount_predictions_loss: 0.2182 1508/1548 [============================>.] - ETA: 12s - loss: 354.8542 - 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[============================>.] - ETA: 10s - loss: 354.8555 - logits_profile_predictions_loss: 351.3427 - logcount_predictions_loss: 0.2182 1516/1548 [============================>.] - ETA: 9s - loss: 354.8557 - logits_profile_predictions_loss: 351.3429 - logcount_predictions_loss: 0.2182  1517/1548 [============================>.] - ETA: 9s - loss: 354.8559 - logits_profile_predictions_loss: 351.3431 - logcount_predictions_loss: 0.2182 1518/1548 [============================>.] - ETA: 9s - loss: 354.8561 - logits_profile_predictions_loss: 351.3433 - logcount_predictions_loss: 0.2182 1519/1548 [============================>.] - ETA: 9s - loss: 354.8562 - logits_profile_predictions_loss: 351.3435 - logcount_predictions_loss: 0.2182 1520/1548 [============================>.] - ETA: 8s - loss: 354.8564 - logits_profile_predictions_loss: 351.3437 - logcount_predictions_loss: 0.2182 1521/1548 [============================>.] - ETA: 8s - loss: 354.8565 - logits_profile_predictions_loss: 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[==============================] - ETA: 0s - loss: 354.8596 - logits_profile_predictions_loss: 351.3477 - logcount_predictions_loss: 0.2181 1548/1548 [==============================] - 503s 325ms/step - loss: 354.8598 - logits_profile_predictions_loss: 351.3479 - logcount_predictions_loss: 0.2181 - val_loss: 408.0501 - val_logits_profile_predictions_loss: 400.7562 - val_logcount_predictions_loss: 0.4530 Epoch 00015: val_loss did not improve from 407.38733 Epoch 16/50 1/1548 [..............................] - ETA: 8:10 - loss: 377.0413 - logits_profile_predictions_loss: 375.6048 - logcount_predictions_loss: 0.0892 2/1548 [..............................] - ETA: 8:02 - loss: 360.1207 - logits_profile_predictions_loss: 358.2219 - logcount_predictions_loss: 0.1179 3/1548 [..............................] - ETA: 8:01 - loss: 357.6730 - logits_profile_predictions_loss: 355.5120 - logcount_predictions_loss: 0.1342 4/1548 [..............................] - ETA: 8:01 - loss: 356.9341 - logits_profile_predictions_loss: 354.6512 - logcount_predictions_loss: 0.1418 5/1548 [..............................] - ETA: 8:00 - loss: 355.9780 - logits_profile_predictions_loss: 353.6266 - logcount_predictions_loss: 0.1460 6/1548 [..............................] - ETA: 7:59 - loss: 355.6954 - logits_profile_predictions_loss: 353.2750 - logcount_predictions_loss: 0.1503 7/1548 [..............................] - ETA: 7:59 - loss: 355.5466 - logits_profile_predictions_loss: 353.0755 - logcount_predictions_loss: 0.1535 8/1548 [..............................] - ETA: 7:59 - loss: 355.0388 - logits_profile_predictions_loss: 352.5420 - logcount_predictions_loss: 0.1551 9/1548 [..............................] - ETA: 7:59 - loss: 354.5443 - logits_profile_predictions_loss: 352.0174 - logcount_predictions_loss: 0.1569 10/1548 [..............................] - ETA: 7:58 - loss: 354.3183 - logits_profile_predictions_loss: 351.7704 - logcount_predictions_loss: 0.1583 11/1548 [..............................] - ETA: 7:58 - loss: 354.3583 - logits_profile_predictions_loss: 351.7827 - logcount_predictions_loss: 0.1600 12/1548 [..............................] - ETA: 7:58 - loss: 354.3451 - logits_profile_predictions_loss: 351.7494 - logcount_predictions_loss: 0.1612 13/1548 [..............................] - ETA: 7:57 - loss: 354.2529 - logits_profile_predictions_loss: 351.6424 - logcount_predictions_loss: 0.1621 14/1548 [..............................] - ETA: 7:57 - loss: 354.2957 - logits_profile_predictions_loss: 351.6731 - logcount_predictions_loss: 0.1629 15/1548 [..............................] - ETA: 7:57 - loss: 354.2028 - logits_profile_predictions_loss: 351.5653 - logcount_predictions_loss: 0.1638 16/1548 [..............................] - ETA: 7:56 - loss: 353.9846 - logits_profile_predictions_loss: 351.3297 - logcount_predictions_loss: 0.1649 17/1548 [..............................] - ETA: 7:56 - loss: 353.7289 - logits_profile_predictions_loss: 351.0578 - logcount_predictions_loss: 0.1659 18/1548 [..............................] - ETA: 7:56 - loss: 353.5476 - logits_profile_predictions_loss: 350.8603 - logcount_predictions_loss: 0.1669 19/1548 [..............................] - ETA: 7:55 - loss: 353.4602 - logits_profile_predictions_loss: 350.7600 - logcount_predictions_loss: 0.1677 20/1548 [..............................] - ETA: 7:55 - loss: 353.3692 - logits_profile_predictions_loss: 350.6560 - logcount_predictions_loss: 0.1685 21/1548 [..............................] - ETA: 7:55 - loss: 353.2612 - logits_profile_predictions_loss: 350.5356 - logcount_predictions_loss: 0.1693 22/1548 [..............................] - ETA: 7:55 - loss: 353.2321 - logits_profile_predictions_loss: 350.4938 - logcount_predictions_loss: 0.1701 23/1548 [..............................] - ETA: 7:54 - loss: 353.2167 - logits_profile_predictions_loss: 350.4643 - logcount_predictions_loss: 0.1710 24/1548 [..............................] - ETA: 7:54 - loss: 353.2814 - logits_profile_predictions_loss: 350.5168 - logcount_predictions_loss: 0.1717 25/1548 [..............................] - ETA: 7:54 - loss: 353.2895 - logits_profile_predictions_loss: 350.5135 - logcount_predictions_loss: 0.1724 26/1548 [..............................] - ETA: 7:53 - loss: 353.2937 - logits_profile_predictions_loss: 350.5068 - logcount_predictions_loss: 0.1731 27/1548 [..............................] - ETA: 7:53 - loss: 353.3230 - logits_profile_predictions_loss: 350.5267 - logcount_predictions_loss: 0.1737 28/1548 [..............................] - ETA: 7:53 - loss: 353.3177 - logits_profile_predictions_loss: 350.5115 - logcount_predictions_loss: 0.1743 29/1548 [..............................] - ETA: 7:52 - loss: 353.3091 - logits_profile_predictions_loss: 350.4944 - logcount_predictions_loss: 0.1748 30/1548 [..............................] - ETA: 7:52 - loss: 353.3144 - logits_profile_predictions_loss: 350.4916 - logcount_predictions_loss: 0.1753 31/1548 [..............................] - ETA: 7:52 - loss: 353.3010 - logits_profile_predictions_loss: 350.4697 - logcount_predictions_loss: 0.1759 32/1548 [..............................] - ETA: 7:51 - loss: 353.2818 - logits_profile_predictions_loss: 350.4425 - logcount_predictions_loss: 0.1764 33/1548 [..............................] - ETA: 7:51 - loss: 353.3032 - logits_profile_predictions_loss: 350.4571 - logcount_predictions_loss: 0.1768 34/1548 [..............................] - ETA: 7:51 - loss: 353.3409 - logits_profile_predictions_loss: 350.4870 - logcount_predictions_loss: 0.1773 35/1548 [..............................] - ETA: 7:51 - loss: 353.3850 - logits_profile_predictions_loss: 350.5231 - logcount_predictions_loss: 0.1778 36/1548 [..............................] - ETA: 7:50 - loss: 353.4131 - logits_profile_predictions_loss: 350.5436 - logcount_predictions_loss: 0.1782 37/1548 [..............................] - ETA: 7:50 - loss: 353.4521 - logits_profile_predictions_loss: 350.5746 - logcount_predictions_loss: 0.1787 38/1548 [..............................] - ETA: 7:50 - loss: 353.4866 - logits_profile_predictions_loss: 350.6018 - logcount_predictions_loss: 0.1792 39/1548 [..............................] - ETA: 7:49 - loss: 353.5492 - logits_profile_predictions_loss: 350.6572 - logcount_predictions_loss: 0.1796 40/1548 [..............................] - ETA: 7:49 - loss: 353.6069 - logits_profile_predictions_loss: 350.7078 - logcount_predictions_loss: 0.1801 41/1548 [..............................] - ETA: 7:49 - loss: 353.6476 - logits_profile_predictions_loss: 350.7416 - logcount_predictions_loss: 0.1805 42/1548 [..............................] - ETA: 7:48 - loss: 353.7174 - logits_profile_predictions_loss: 350.8049 - logcount_predictions_loss: 0.1809 43/1548 [..............................] - ETA: 7:48 - loss: 353.7904 - logits_profile_predictions_loss: 350.8713 - logcount_predictions_loss: 0.1813 44/1548 [..............................] - ETA: 7:48 - loss: 353.8358 - logits_profile_predictions_loss: 350.9106 - logcount_predictions_loss: 0.1817 45/1548 [..............................] - ETA: 7:47 - loss: 353.8708 - logits_profile_predictions_loss: 350.9395 - logcount_predictions_loss: 0.1821 46/1548 [..............................] - ETA: 7:47 - loss: 353.9116 - logits_profile_predictions_loss: 350.9747 - logcount_predictions_loss: 0.1824 47/1548 [..............................] - ETA: 7:47 - loss: 353.9650 - logits_profile_predictions_loss: 351.0232 - logcount_predictions_loss: 0.1827 48/1548 [..............................] - ETA: 7:47 - loss: 354.0054 - logits_profile_predictions_loss: 351.0592 - logcount_predictions_loss: 0.1830 49/1548 [..............................] - ETA: 7:46 - loss: 354.0334 - logits_profile_predictions_loss: 351.0832 - logcount_predictions_loss: 0.1832 50/1548 [..............................] - ETA: 7:46 - loss: 354.0576 - logits_profile_predictions_loss: 351.1035 - logcount_predictions_loss: 0.1835 51/1548 [..............................] - ETA: 7:46 - loss: 354.0833 - logits_profile_predictions_loss: 351.1252 - logcount_predictions_loss: 0.1837 52/1548 [>.............................] - ETA: 7:45 - loss: 354.1191 - logits_profile_predictions_loss: 351.1570 - logcount_predictions_loss: 0.1840 53/1548 [>.............................] - ETA: 7:45 - loss: 354.1581 - logits_profile_predictions_loss: 351.1920 - logcount_predictions_loss: 0.1842 54/1548 [>.............................] - ETA: 7:45 - loss: 354.1878 - logits_profile_predictions_loss: 351.2178 - logcount_predictions_loss: 0.1845 55/1548 [>.............................] - ETA: 7:44 - loss: 354.2127 - logits_profile_predictions_loss: 351.2392 - logcount_predictions_loss: 0.1847 56/1548 [>.............................] - ETA: 7:44 - loss: 354.2436 - logits_profile_predictions_loss: 351.2667 - logcount_predictions_loss: 0.1849 57/1548 [>.............................] - ETA: 7:44 - loss: 354.2599 - logits_profile_predictions_loss: 351.2796 - logcount_predictions_loss: 0.1851 58/1548 [>.............................] - ETA: 7:43 - loss: 354.2715 - logits_profile_predictions_loss: 351.2880 - logcount_predictions_loss: 0.1853 59/1548 [>.............................] - ETA: 7:43 - loss: 354.2908 - logits_profile_predictions_loss: 351.3043 - logcount_predictions_loss: 0.1855 60/1548 [>.............................] - ETA: 7:43 - loss: 354.3215 - logits_profile_predictions_loss: 351.3316 - logcount_predictions_loss: 0.1857 61/1548 [>.............................] - ETA: 7:43 - loss: 354.3568 - logits_profile_predictions_loss: 351.3638 - logcount_predictions_loss: 0.1859 62/1548 [>.............................] - ETA: 7:42 - loss: 354.4023 - logits_profile_predictions_loss: 351.4062 - logcount_predictions_loss: 0.1861 63/1548 [>.............................] - ETA: 7:42 - loss: 354.4503 - logits_profile_predictions_loss: 351.4515 - logcount_predictions_loss: 0.1863 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[============================>.] - ETA: 10s - loss: 353.5902 - logits_profile_predictions_loss: 350.3874 - logcount_predictions_loss: 0.1989 1515/1548 [============================>.] - ETA: 10s - loss: 353.5899 - logits_profile_predictions_loss: 350.3870 - logcount_predictions_loss: 0.1989 1516/1548 [============================>.] - ETA: 9s - loss: 353.5895 - logits_profile_predictions_loss: 350.3866 - logcount_predictions_loss: 0.1989  1517/1548 [============================>.] - ETA: 9s - loss: 353.5891 - logits_profile_predictions_loss: 350.3863 - logcount_predictions_loss: 0.1989 1518/1548 [============================>.] - ETA: 9s - loss: 353.5888 - logits_profile_predictions_loss: 350.3859 - logcount_predictions_loss: 0.1989 1519/1548 [============================>.] - ETA: 9s - loss: 353.5885 - logits_profile_predictions_loss: 350.3856 - logcount_predictions_loss: 0.1989 1520/1548 [============================>.] - ETA: 8s - loss: 353.5881 - logits_profile_predictions_loss: 350.3852 - logcount_predictions_loss: 0.1989 1521/1548 [============================>.] - ETA: 8s - loss: 353.5877 - logits_profile_predictions_loss: 350.3849 - logcount_predictions_loss: 0.1989 1522/1548 [============================>.] - ETA: 8s - loss: 353.5874 - logits_profile_predictions_loss: 350.3845 - logcount_predictions_loss: 0.1989 1523/1548 [============================>.] - ETA: 7s - loss: 353.5870 - logits_profile_predictions_loss: 350.3842 - logcount_predictions_loss: 0.1989 1524/1548 [============================>.] - ETA: 7s - loss: 353.5867 - logits_profile_predictions_loss: 350.3838 - logcount_predictions_loss: 0.1989 1525/1548 [============================>.] - ETA: 7s - loss: 353.5863 - logits_profile_predictions_loss: 350.3835 - logcount_predictions_loss: 0.1989 1526/1548 [============================>.] - ETA: 6s - loss: 353.5860 - logits_profile_predictions_loss: 350.3831 - logcount_predictions_loss: 0.1989 1527/1548 [============================>.] - ETA: 6s - loss: 353.5856 - logits_profile_predictions_loss: 350.3828 - logcount_predictions_loss: 0.1989 1528/1548 [============================>.] - ETA: 6s - loss: 353.5853 - logits_profile_predictions_loss: 350.3824 - logcount_predictions_loss: 0.1989 1529/1548 [============================>.] - ETA: 5s - loss: 353.5849 - logits_profile_predictions_loss: 350.3821 - logcount_predictions_loss: 0.1989 1530/1548 [============================>.] - ETA: 5s - loss: 353.5846 - logits_profile_predictions_loss: 350.3818 - logcount_predictions_loss: 0.1989 1531/1548 [============================>.] - ETA: 5s - loss: 353.5843 - logits_profile_predictions_loss: 350.3814 - logcount_predictions_loss: 0.1989 1532/1548 [============================>.] - ETA: 4s - loss: 353.5839 - logits_profile_predictions_loss: 350.3811 - logcount_predictions_loss: 0.1989 1533/1548 [============================>.] - ETA: 4s - loss: 353.5836 - logits_profile_predictions_loss: 350.3808 - logcount_predictions_loss: 0.1989 1534/1548 [============================>.] - ETA: 4s - loss: 353.5833 - logits_profile_predictions_loss: 350.3805 - logcount_predictions_loss: 0.1989 1535/1548 [============================>.] - ETA: 4s - loss: 353.5830 - logits_profile_predictions_loss: 350.3802 - logcount_predictions_loss: 0.1989 1536/1548 [============================>.] - ETA: 3s - loss: 353.5827 - logits_profile_predictions_loss: 350.3799 - logcount_predictions_loss: 0.1989 1537/1548 [============================>.] - ETA: 3s - loss: 353.5824 - logits_profile_predictions_loss: 350.3796 - logcount_predictions_loss: 0.1989 1538/1548 [============================>.] - ETA: 3s - loss: 353.5821 - logits_profile_predictions_loss: 350.3793 - logcount_predictions_loss: 0.1989 1539/1548 [============================>.] - ETA: 2s - loss: 353.5818 - logits_profile_predictions_loss: 350.3789 - logcount_predictions_loss: 0.1989 1540/1548 [============================>.] - ETA: 2s - loss: 353.5814 - logits_profile_predictions_loss: 350.3786 - logcount_predictions_loss: 0.1989 1541/1548 [============================>.] - ETA: 2s - loss: 353.5811 - logits_profile_predictions_loss: 350.3783 - logcount_predictions_loss: 0.1989 1542/1548 [============================>.] - ETA: 1s - loss: 353.5808 - logits_profile_predictions_loss: 350.3780 - logcount_predictions_loss: 0.1989 1543/1548 [============================>.] - ETA: 1s - loss: 353.5805 - logits_profile_predictions_loss: 350.3777 - logcount_predictions_loss: 0.1989 1544/1548 [============================>.] - ETA: 1s - loss: 353.5802 - logits_profile_predictions_loss: 350.3774 - logcount_predictions_loss: 0.1989 1545/1548 [============================>.] - ETA: 0s - loss: 353.5798 - logits_profile_predictions_loss: 350.3770 - logcount_predictions_loss: 0.1989 1546/1548 [============================>.] - ETA: 0s - loss: 353.5795 - logits_profile_predictions_loss: 350.3767 - logcount_predictions_loss: 0.1989 1547/1548 [============================>.] - ETA: 0s - loss: 353.5792 - logits_profile_predictions_loss: 350.3763 - logcount_predictions_loss: 0.1989 1548/1548 [==============================] - ETA: 0s - loss: 353.5788 - logits_profile_predictions_loss: 350.3760 - logcount_predictions_loss: 0.1989 1548/1548 [==============================] - 502s 325ms/step - loss: 353.5784 - logits_profile_predictions_loss: 350.3756 - logcount_predictions_loss: 0.1989 - val_loss: 409.6238 - val_logits_profile_predictions_loss: 401.7592 - val_logcount_predictions_loss: 0.4885 Epoch 00016: val_loss did not improve from 407.38733 Epoch 17/50 1/1548 [..............................] - ETA: 8:10 - loss: 349.0474 - logits_profile_predictions_loss: 346.4352 - logcount_predictions_loss: 0.1622 2/1548 [..............................] - ETA: 7:57 - loss: 344.3174 - logits_profile_predictions_loss: 341.3472 - logcount_predictions_loss: 0.1845 3/1548 [..............................] - ETA: 7:57 - loss: 349.2646 - logits_profile_predictions_loss: 346.0820 - logcount_predictions_loss: 0.1977 4/1548 [..............................] - ETA: 7:58 - loss: 350.5144 - logits_profile_predictions_loss: 347.1785 - logcount_predictions_loss: 0.2072 5/1548 [..............................] - ETA: 7:58 - loss: 350.9007 - logits_profile_predictions_loss: 347.5107 - logcount_predictions_loss: 0.2106 6/1548 [..............................] - ETA: 7:58 - loss: 350.7930 - logits_profile_predictions_loss: 347.4179 - logcount_predictions_loss: 0.2096 7/1548 [..............................] - ETA: 7:58 - loss: 351.4475 - logits_profile_predictions_loss: 348.0609 - logcount_predictions_loss: 0.2103 8/1548 [..............................] - ETA: 7:58 - loss: 352.1248 - logits_profile_predictions_loss: 348.7543 - logcount_predictions_loss: 0.2093 9/1548 [..............................] - ETA: 7:57 - loss: 352.4230 - logits_profile_predictions_loss: 349.0681 - logcount_predictions_loss: 0.2084 10/1548 [..............................] - ETA: 7:57 - loss: 352.3250 - logits_profile_predictions_loss: 348.9787 - logcount_predictions_loss: 0.2078 11/1548 [..............................] - ETA: 7:57 - loss: 352.5668 - logits_profile_predictions_loss: 349.2358 - logcount_predictions_loss: 0.2069 12/1548 [..............................] - ETA: 7:56 - loss: 353.1126 - logits_profile_predictions_loss: 349.7933 - logcount_predictions_loss: 0.2062 13/1548 [..............................] - ETA: 7:56 - loss: 353.6102 - logits_profile_predictions_loss: 350.3058 - logcount_predictions_loss: 0.2052 14/1548 [..............................] - ETA: 7:56 - loss: 354.2122 - logits_profile_predictions_loss: 350.9199 - logcount_predictions_loss: 0.2045 15/1548 [..............................] - ETA: 7:56 - loss: 354.7491 - logits_profile_predictions_loss: 351.4696 - logcount_predictions_loss: 0.2037 16/1548 [..............................] - ETA: 7:55 - loss: 354.9379 - logits_profile_predictions_loss: 351.6701 - logcount_predictions_loss: 0.2030 17/1548 [..............................] - ETA: 7:55 - loss: 355.0273 - logits_profile_predictions_loss: 351.7672 - logcount_predictions_loss: 0.2025 18/1548 [..............................] - ETA: 7:55 - loss: 355.1717 - logits_profile_predictions_loss: 351.9151 - logcount_predictions_loss: 0.2023 19/1548 [..............................] - ETA: 7:54 - loss: 355.4496 - logits_profile_predictions_loss: 352.1989 - logcount_predictions_loss: 0.2019 20/1548 [..............................] - ETA: 7:54 - loss: 355.5869 - logits_profile_predictions_loss: 352.3440 - logcount_predictions_loss: 0.2014 21/1548 [..............................] - ETA: 7:54 - loss: 355.7212 - logits_profile_predictions_loss: 352.4857 - logcount_predictions_loss: 0.2010 22/1548 [..............................] - ETA: 7:54 - loss: 355.7492 - logits_profile_predictions_loss: 352.5205 - logcount_predictions_loss: 0.2005 23/1548 [..............................] - ETA: 7:53 - loss: 355.8124 - logits_profile_predictions_loss: 352.5905 - logcount_predictions_loss: 0.2001 24/1548 [..............................] - ETA: 7:53 - loss: 355.9183 - logits_profile_predictions_loss: 352.7041 - logcount_predictions_loss: 0.1996 25/1548 [..............................] - ETA: 7:53 - loss: 356.0423 - logits_profile_predictions_loss: 352.8292 - logcount_predictions_loss: 0.1996 26/1548 [..............................] - ETA: 7:52 - loss: 356.1170 - logits_profile_predictions_loss: 352.9063 - logcount_predictions_loss: 0.1994 27/1548 [..............................] - ETA: 7:52 - loss: 356.1475 - logits_profile_predictions_loss: 352.9404 - logcount_predictions_loss: 0.1992 28/1548 [..............................] - ETA: 7:52 - loss: 356.1293 - logits_profile_predictions_loss: 352.9257 - logcount_predictions_loss: 0.1990 29/1548 [..............................] - ETA: 7:51 - loss: 356.0730 - logits_profile_predictions_loss: 352.8731 - logcount_predictions_loss: 0.1988 30/1548 [..............................] - ETA: 7:51 - loss: 356.0712 - logits_profile_predictions_loss: 352.8728 - logcount_predictions_loss: 0.1987 31/1548 [..............................] - ETA: 7:51 - loss: 356.0663 - logits_profile_predictions_loss: 352.8702 - logcount_predictions_loss: 0.1985 32/1548 [..............................] - ETA: 7:51 - loss: 356.0705 - logits_profile_predictions_loss: 352.8752 - logcount_predictions_loss: 0.1985 33/1548 [..............................] - ETA: 7:50 - loss: 356.0795 - logits_profile_predictions_loss: 352.8856 - logcount_predictions_loss: 0.1984 34/1548 [..............................] - ETA: 7:50 - loss: 356.0629 - logits_profile_predictions_loss: 352.8709 - logcount_predictions_loss: 0.1983 35/1548 [..............................] - ETA: 7:50 - loss: 356.0282 - logits_profile_predictions_loss: 352.8376 - logcount_predictions_loss: 0.1982 36/1548 [..............................] - ETA: 7:49 - loss: 355.9761 - logits_profile_predictions_loss: 352.7862 - logcount_predictions_loss: 0.1981 37/1548 [..............................] - ETA: 7:49 - loss: 355.9403 - logits_profile_predictions_loss: 352.7513 - logcount_predictions_loss: 0.1981 38/1548 [..............................] - ETA: 7:49 - loss: 355.8979 - logits_profile_predictions_loss: 352.7098 - logcount_predictions_loss: 0.1980 39/1548 [..............................] - ETA: 7:48 - loss: 355.8514 - logits_profile_predictions_loss: 352.6643 - logcount_predictions_loss: 0.1980 40/1548 [..............................] - ETA: 7:48 - loss: 355.7868 - logits_profile_predictions_loss: 352.6004 - logcount_predictions_loss: 0.1979 41/1548 [..............................] - ETA: 7:48 - loss: 355.7296 - logits_profile_predictions_loss: 352.5443 - logcount_predictions_loss: 0.1978 42/1548 [..............................] - ETA: 7:48 - loss: 355.6566 - logits_profile_predictions_loss: 352.4722 - logcount_predictions_loss: 0.1978 43/1548 [..............................] - ETA: 7:47 - loss: 355.5651 - logits_profile_predictions_loss: 352.3818 - logcount_predictions_loss: 0.1977 44/1548 [..............................] - ETA: 7:47 - loss: 355.4533 - logits_profile_predictions_loss: 352.2717 - logcount_predictions_loss: 0.1976 45/1548 [..............................] - ETA: 7:47 - loss: 355.3376 - logits_profile_predictions_loss: 352.1576 - logcount_predictions_loss: 0.1975 46/1548 [..............................] - ETA: 7:47 - loss: 355.2441 - logits_profile_predictions_loss: 352.0658 - logcount_predictions_loss: 0.1974 47/1548 [..............................] - ETA: 7:46 - loss: 355.1660 - logits_profile_predictions_loss: 351.9893 - logcount_predictions_loss: 0.1973 48/1548 [..............................] - ETA: 7:46 - loss: 355.0938 - logits_profile_predictions_loss: 351.9187 - logcount_predictions_loss: 0.1972 49/1548 [..............................] - ETA: 7:46 - loss: 355.0351 - logits_profile_predictions_loss: 351.8619 - logcount_predictions_loss: 0.1971 50/1548 [..............................] - ETA: 7:45 - loss: 354.9814 - logits_profile_predictions_loss: 351.8103 - logcount_predictions_loss: 0.1970 51/1548 [..............................] - ETA: 7:45 - loss: 354.9357 - logits_profile_predictions_loss: 351.7666 - logcount_predictions_loss: 0.1968 52/1548 [>.............................] - ETA: 7:45 - loss: 354.9025 - logits_profile_predictions_loss: 351.7353 - logcount_predictions_loss: 0.1967 53/1548 [>.............................] - ETA: 7:44 - loss: 354.8683 - logits_profile_predictions_loss: 351.7033 - logcount_predictions_loss: 0.1966 54/1548 [>.............................] - ETA: 7:44 - loss: 354.8231 - logits_profile_predictions_loss: 351.6604 - logcount_predictions_loss: 0.1964 55/1548 [>.............................] - ETA: 7:44 - loss: 354.7828 - logits_profile_predictions_loss: 351.6225 - logcount_predictions_loss: 0.1963 56/1548 [>.............................] - ETA: 7:43 - loss: 354.7400 - logits_profile_predictions_loss: 351.5820 - logcount_predictions_loss: 0.1961 57/1548 [>.............................] - ETA: 7:43 - loss: 354.6924 - logits_profile_predictions_loss: 351.5368 - logcount_predictions_loss: 0.1960 58/1548 [>.............................] - ETA: 7:43 - loss: 354.6331 - logits_profile_predictions_loss: 351.4798 - logcount_predictions_loss: 0.1959 59/1548 [>.............................] - ETA: 7:43 - loss: 354.5836 - logits_profile_predictions_loss: 351.4327 - logcount_predictions_loss: 0.1957 60/1548 [>.............................] - ETA: 7:42 - loss: 354.5200 - logits_profile_predictions_loss: 351.3713 - logcount_predictions_loss: 0.1956 61/1548 [>.............................] - ETA: 7:42 - loss: 354.4509 - logits_profile_predictions_loss: 351.3042 - logcount_predictions_loss: 0.1954 62/1548 [>.............................] - ETA: 7:42 - loss: 354.3926 - logits_profile_predictions_loss: 351.2482 - logcount_predictions_loss: 0.1953 63/1548 [>.............................] - ETA: 7:41 - loss: 354.3435 - logits_profile_predictions_loss: 351.2012 - logcount_predictions_loss: 0.1952 64/1548 [>.............................] - ETA: 7:41 - loss: 354.2897 - logits_profile_predictions_loss: 351.1494 - logcount_predictions_loss: 0.1950 65/1548 [>.............................] - ETA: 7:41 - loss: 354.2334 - logits_profile_predictions_loss: 351.0954 - logcount_predictions_loss: 0.1949 66/1548 [>.............................] - ETA: 7:40 - loss: 354.1638 - logits_profile_predictions_loss: 351.0278 - logcount_predictions_loss: 0.1948 67/1548 [>.............................] - ETA: 7:40 - loss: 354.0951 - logits_profile_predictions_loss: 350.9613 - logcount_predictions_loss: 0.1946 68/1548 [>.............................] - ETA: 7:40 - loss: 354.0253 - logits_profile_predictions_loss: 350.8936 - logcount_predictions_loss: 0.1945 69/1548 [>.............................] - ETA: 7:39 - loss: 353.9610 - logits_profile_predictions_loss: 350.8315 - logcount_predictions_loss: 0.1944 70/1548 [>.............................] - ETA: 7:39 - loss: 353.8960 - logits_profile_predictions_loss: 350.7685 - logcount_predictions_loss: 0.1943 71/1548 [>.............................] - ETA: 7:39 - loss: 353.8446 - logits_profile_predictions_loss: 350.7195 - logcount_predictions_loss: 0.1941 72/1548 [>.............................] - ETA: 7:39 - loss: 353.7943 - logits_profile_predictions_loss: 350.6713 - logcount_predictions_loss: 0.1940 73/1548 [>.............................] - ETA: 7:38 - loss: 353.7446 - logits_profile_predictions_loss: 350.6237 - logcount_predictions_loss: 0.1938 74/1548 [>.............................] - ETA: 7:38 - loss: 353.6995 - logits_profile_predictions_loss: 350.5810 - logcount_predictions_loss: 0.1937 75/1548 [>.............................] - ETA: 7:38 - loss: 353.6557 - logits_profile_predictions_loss: 350.5390 - logcount_predictions_loss: 0.1936 76/1548 [>.............................] - ETA: 7:37 - loss: 353.6156 - logits_profile_predictions_loss: 350.5010 - logcount_predictions_loss: 0.1935 77/1548 [>.............................] - ETA: 7:37 - loss: 353.5752 - logits_profile_predictions_loss: 350.4626 - logcount_predictions_loss: 0.1933 78/1548 [>.............................] - ETA: 7:37 - loss: 353.5296 - logits_profile_predictions_loss: 350.4188 - logcount_predictions_loss: 0.1932 79/1548 [>.............................] - ETA: 7:36 - loss: 353.4852 - logits_profile_predictions_loss: 350.3763 - logcount_predictions_loss: 0.1931 80/1548 [>.............................] - ETA: 7:36 - loss: 353.4419 - logits_profile_predictions_loss: 350.3350 - logcount_predictions_loss: 0.1930 81/1548 [>.............................] - ETA: 7:36 - loss: 353.4017 - logits_profile_predictions_loss: 350.2967 - logcount_predictions_loss: 0.1929 82/1548 [>.............................] - ETA: 7:35 - loss: 353.3581 - logits_profile_predictions_loss: 350.2551 - logcount_predictions_loss: 0.1927 83/1548 [>.............................] - ETA: 7:35 - loss: 353.3179 - logits_profile_predictions_loss: 350.2167 - logcount_predictions_loss: 0.1926 84/1548 [>.............................] - ETA: 7:35 - loss: 353.2775 - logits_profile_predictions_loss: 350.1783 - logcount_predictions_loss: 0.1925 85/1548 [>.............................] - ETA: 7:35 - loss: 353.2365 - logits_profile_predictions_loss: 350.1392 - logcount_predictions_loss: 0.1924 86/1548 [>.............................] - ETA: 7:34 - loss: 353.1974 - logits_profile_predictions_loss: 350.1020 - logcount_predictions_loss: 0.1923 87/1548 [>.............................] - ETA: 7:34 - loss: 353.1591 - logits_profile_predictions_loss: 350.0652 - logcount_predictions_loss: 0.1922 88/1548 [>.............................] - ETA: 7:34 - loss: 353.1253 - logits_profile_predictions_loss: 350.0328 - logcount_predictions_loss: 0.1921 89/1548 [>.............................] - ETA: 7:33 - loss: 353.0916 - logits_profile_predictions_loss: 350.0005 - logcount_predictions_loss: 0.1920 90/1548 [>.............................] - ETA: 7:33 - loss: 353.0569 - logits_profile_predictions_loss: 349.9671 - logcount_predictions_loss: 0.1919 91/1548 [>.............................] - ETA: 7:33 - loss: 353.0199 - logits_profile_predictions_loss: 349.9313 - logcount_predictions_loss: 0.1918 92/1548 [>.............................] - ETA: 7:32 - loss: 352.9835 - logits_profile_predictions_loss: 349.8961 - logcount_predictions_loss: 0.1918 93/1548 [>.............................] - ETA: 7:32 - loss: 352.9472 - logits_profile_predictions_loss: 349.8610 - logcount_predictions_loss: 0.1917 94/1548 [>.............................] - ETA: 7:32 - loss: 352.9111 - logits_profile_predictions_loss: 349.8260 - logcount_predictions_loss: 0.1916 95/1548 [>.............................] - ETA: 7:31 - loss: 352.8711 - logits_profile_predictions_loss: 349.7873 - logcount_predictions_loss: 0.1915 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[=====>........................] - ETA: 6:15 - loss: 350.3322 - logits_profile_predictions_loss: 347.3873 - logcount_predictions_loss: 0.1829 344/1548 [=====>........................] - ETA: 6:15 - loss: 350.3302 - logits_profile_predictions_loss: 347.3856 - logcount_predictions_loss: 0.1829 345/1548 [=====>........................] - ETA: 6:14 - loss: 350.3280 - logits_profile_predictions_loss: 347.3837 - logcount_predictions_loss: 0.1829 346/1548 [=====>........................] - ETA: 6:14 - loss: 350.3262 - logits_profile_predictions_loss: 347.3823 - logcount_predictions_loss: 0.1829 347/1548 [=====>........................] - ETA: 6:14 - loss: 350.3242 - logits_profile_predictions_loss: 347.3807 - logcount_predictions_loss: 0.1828 348/1548 [=====>........................] - ETA: 6:14 - loss: 350.3225 - logits_profile_predictions_loss: 347.3793 - logcount_predictions_loss: 0.1828 349/1548 [=====>........................] - ETA: 6:13 - loss: 350.3203 - 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[=====>........................] - ETA: 6:11 - loss: 350.3067 - logits_profile_predictions_loss: 347.3660 - logcount_predictions_loss: 0.1827 357/1548 [=====>........................] - ETA: 6:11 - loss: 350.3046 - logits_profile_predictions_loss: 347.3642 - logcount_predictions_loss: 0.1826 358/1548 [=====>........................] - ETA: 6:10 - loss: 350.3023 - logits_profile_predictions_loss: 347.3622 - logcount_predictions_loss: 0.1826 359/1548 [=====>........................] - ETA: 6:10 - loss: 350.3001 - logits_profile_predictions_loss: 347.3603 - logcount_predictions_loss: 0.1826 360/1548 [=====>........................] - ETA: 6:10 - loss: 350.2976 - logits_profile_predictions_loss: 347.3582 - logcount_predictions_loss: 0.1826 361/1548 [=====>........................] - ETA: 6:09 - loss: 350.2950 - logits_profile_predictions_loss: 347.3558 - logcount_predictions_loss: 0.1826 362/1548 [======>.......................] - ETA: 6:09 - loss: 350.2922 - 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[============================>.] - ETA: 14s - loss: 350.0594 - logits_profile_predictions_loss: 347.2279 - logcount_predictions_loss: 0.1759 1501/1548 [============================>.] - ETA: 14s - loss: 350.0593 - logits_profile_predictions_loss: 347.2278 - logcount_predictions_loss: 0.1759 1502/1548 [============================>.] - ETA: 14s - loss: 350.0593 - logits_profile_predictions_loss: 347.2278 - logcount_predictions_loss: 0.1759 1503/1548 [============================>.] - ETA: 14s - loss: 350.0592 - logits_profile_predictions_loss: 347.2277 - logcount_predictions_loss: 0.1759 1504/1548 [============================>.] - ETA: 13s - loss: 350.0591 - logits_profile_predictions_loss: 347.2277 - logcount_predictions_loss: 0.1759 1505/1548 [============================>.] - ETA: 13s - loss: 350.0590 - logits_profile_predictions_loss: 347.2276 - logcount_predictions_loss: 0.1759 1506/1548 [============================>.] - ETA: 13s - loss: 350.0589 - 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[============================>.] - ETA: 10s - loss: 350.0582 - logits_profile_predictions_loss: 347.2271 - logcount_predictions_loss: 0.1759 1514/1548 [============================>.] - ETA: 10s - loss: 350.0581 - logits_profile_predictions_loss: 347.2271 - logcount_predictions_loss: 0.1759 1515/1548 [============================>.] - ETA: 10s - loss: 350.0580 - logits_profile_predictions_loss: 347.2270 - logcount_predictions_loss: 0.1759 1516/1548 [============================>.] - ETA: 9s - loss: 350.0579 - logits_profile_predictions_loss: 347.2270 - logcount_predictions_loss: 0.1758  1517/1548 [============================>.] - ETA: 9s - loss: 350.0578 - logits_profile_predictions_loss: 347.2269 - logcount_predictions_loss: 0.1758 1518/1548 [============================>.] - ETA: 9s - loss: 350.0577 - logits_profile_predictions_loss: 347.2268 - logcount_predictions_loss: 0.1758 1519/1548 [============================>.] - ETA: 9s - loss: 350.0576 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 350.0550 - logits_profile_predictions_loss: 347.2251 - logcount_predictions_loss: 0.1758 1547/1548 [============================>.] - ETA: 0s - loss: 350.0549 - logits_profile_predictions_loss: 347.2250 - logcount_predictions_loss: 0.1758 1548/1548 [==============================] - ETA: 0s - loss: 350.0548 - logits_profile_predictions_loss: 347.2250 - logcount_predictions_loss: 0.1758 1548/1548 [==============================] - 503s 325ms/step - loss: 350.0547 - logits_profile_predictions_loss: 347.2249 - logcount_predictions_loss: 0.1758 - val_loss: 410.0360 - val_logits_profile_predictions_loss: 402.3333 - val_logcount_predictions_loss: 0.4784 Epoch 00017: val_loss did not improve from 407.38733 Epoch 18/50 1/1548 [..............................] - ETA: 8:11 - loss: 386.6617 - logits_profile_predictions_loss: 384.0323 - logcount_predictions_loss: 0.1633 2/1548 [..............................] - ETA: 7:59 - loss: 378.5844 - 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[..............................] - ETA: 7:58 - loss: 363.1323 - logits_profile_predictions_loss: 360.3610 - logcount_predictions_loss: 0.1721 10/1548 [..............................] - ETA: 7:58 - loss: 362.3686 - logits_profile_predictions_loss: 359.6128 - logcount_predictions_loss: 0.1712 11/1548 [..............................] - ETA: 7:58 - loss: 361.3521 - logits_profile_predictions_loss: 358.6137 - logcount_predictions_loss: 0.1701 12/1548 [..............................] - ETA: 7:57 - loss: 360.4167 - logits_profile_predictions_loss: 357.6922 - logcount_predictions_loss: 0.1692 13/1548 [..............................] - ETA: 7:57 - loss: 359.7502 - logits_profile_predictions_loss: 357.0358 - logcount_predictions_loss: 0.1686 14/1548 [..............................] - ETA: 7:57 - loss: 359.1909 - logits_profile_predictions_loss: 356.4845 - logcount_predictions_loss: 0.1681 15/1548 [..............................] - ETA: 7:56 - loss: 358.6794 - logits_profile_predictions_loss: 355.9765 - logcount_predictions_loss: 0.1679 16/1548 [..............................] - ETA: 7:56 - loss: 358.1980 - logits_profile_predictions_loss: 355.4963 - logcount_predictions_loss: 0.1678 17/1548 [..............................] - ETA: 7:56 - loss: 357.8344 - logits_profile_predictions_loss: 355.1347 - logcount_predictions_loss: 0.1677 18/1548 [..............................] - ETA: 7:56 - loss: 357.5007 - logits_profile_predictions_loss: 354.8037 - logcount_predictions_loss: 0.1675 19/1548 [..............................] - ETA: 7:55 - loss: 357.2182 - logits_profile_predictions_loss: 354.5202 - logcount_predictions_loss: 0.1676 20/1548 [..............................] - ETA: 7:55 - loss: 356.9187 - logits_profile_predictions_loss: 354.2137 - logcount_predictions_loss: 0.1680 21/1548 [..............................] - ETA: 7:55 - loss: 356.7471 - logits_profile_predictions_loss: 354.0382 - logcount_predictions_loss: 0.1683 22/1548 [..............................] - ETA: 7:54 - 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29/1548 [..............................] - ETA: 7:52 - loss: 354.7458 - logits_profile_predictions_loss: 352.0159 - logcount_predictions_loss: 0.1696 30/1548 [..............................] - ETA: 7:52 - loss: 354.5678 - logits_profile_predictions_loss: 351.8369 - logcount_predictions_loss: 0.1696 31/1548 [..............................] - ETA: 7:52 - loss: 354.3769 - logits_profile_predictions_loss: 351.6447 - logcount_predictions_loss: 0.1697 32/1548 [..............................] - ETA: 7:51 - loss: 354.1800 - logits_profile_predictions_loss: 351.4471 - logcount_predictions_loss: 0.1697 33/1548 [..............................] - ETA: 7:51 - loss: 353.9963 - logits_profile_predictions_loss: 351.2622 - logcount_predictions_loss: 0.1698 34/1548 [..............................] - ETA: 7:51 - loss: 353.8111 - logits_profile_predictions_loss: 351.0764 - logcount_predictions_loss: 0.1699 35/1548 [..............................] - ETA: 7:51 - loss: 353.6167 - 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[..............................] - ETA: 7:49 - loss: 352.5657 - logits_profile_predictions_loss: 349.8288 - logcount_predictions_loss: 0.1700 43/1548 [..............................] - ETA: 7:49 - loss: 352.4419 - logits_profile_predictions_loss: 349.7054 - logcount_predictions_loss: 0.1700 44/1548 [..............................] - ETA: 7:48 - loss: 352.3263 - logits_profile_predictions_loss: 349.5901 - logcount_predictions_loss: 0.1699 45/1548 [..............................] - ETA: 7:48 - loss: 352.2261 - logits_profile_predictions_loss: 349.4900 - logcount_predictions_loss: 0.1699 46/1548 [..............................] - ETA: 7:48 - loss: 352.1323 - logits_profile_predictions_loss: 349.3969 - logcount_predictions_loss: 0.1699 47/1548 [..............................] - ETA: 7:47 - loss: 352.0501 - logits_profile_predictions_loss: 349.3155 - logcount_predictions_loss: 0.1698 48/1548 [..............................] - ETA: 7:47 - loss: 351.9774 - logits_profile_predictions_loss: 349.2437 - logcount_predictions_loss: 0.1698 49/1548 [..............................] - ETA: 7:47 - loss: 351.9015 - logits_profile_predictions_loss: 349.1686 - logcount_predictions_loss: 0.1697 50/1548 [..............................] - ETA: 7:46 - loss: 351.8324 - logits_profile_predictions_loss: 349.1004 - logcount_predictions_loss: 0.1697 51/1548 [..............................] - ETA: 7:46 - loss: 351.7717 - logits_profile_predictions_loss: 349.0399 - logcount_predictions_loss: 0.1697 52/1548 [>.............................] - ETA: 7:46 - loss: 351.7062 - logits_profile_predictions_loss: 348.9745 - logcount_predictions_loss: 0.1697 53/1548 [>.............................] - ETA: 7:45 - loss: 351.6471 - logits_profile_predictions_loss: 348.9156 - logcount_predictions_loss: 0.1697 54/1548 [>.............................] - ETA: 7:45 - loss: 351.5891 - logits_profile_predictions_loss: 348.8579 - logcount_predictions_loss: 0.1696 55/1548 [>.............................] - ETA: 7:45 - 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62/1548 [>.............................] - ETA: 7:43 - loss: 351.1598 - logits_profile_predictions_loss: 348.4296 - logcount_predictions_loss: 0.1696 63/1548 [>.............................] - ETA: 7:42 - loss: 351.1318 - logits_profile_predictions_loss: 348.4020 - logcount_predictions_loss: 0.1696 64/1548 [>.............................] - ETA: 7:42 - loss: 351.1030 - logits_profile_predictions_loss: 348.3736 - logcount_predictions_loss: 0.1695 65/1548 [>.............................] - ETA: 7:42 - loss: 351.0827 - logits_profile_predictions_loss: 348.3535 - logcount_predictions_loss: 0.1695 66/1548 [>.............................] - ETA: 7:41 - loss: 351.0602 - logits_profile_predictions_loss: 348.3313 - logcount_predictions_loss: 0.1695 67/1548 [>.............................] - ETA: 7:41 - loss: 351.0326 - logits_profile_predictions_loss: 348.3039 - logcount_predictions_loss: 0.1695 68/1548 [>.............................] - ETA: 7:41 - loss: 351.0029 - logits_profile_predictions_loss: 348.2745 - logcount_predictions_loss: 0.1695 69/1548 [>.............................] - ETA: 7:40 - loss: 350.9828 - logits_profile_predictions_loss: 348.2549 - logcount_predictions_loss: 0.1694 70/1548 [>.............................] - ETA: 7:40 - loss: 350.9640 - logits_profile_predictions_loss: 348.2366 - logcount_predictions_loss: 0.1694 71/1548 [>.............................] - ETA: 7:40 - loss: 350.9504 - logits_profile_predictions_loss: 348.2233 - logcount_predictions_loss: 0.1694 72/1548 [>.............................] - ETA: 7:40 - loss: 350.9319 - logits_profile_predictions_loss: 348.2048 - logcount_predictions_loss: 0.1694 73/1548 [>.............................] - ETA: 7:39 - loss: 350.9160 - logits_profile_predictions_loss: 348.1891 - logcount_predictions_loss: 0.1694 74/1548 [>.............................] - ETA: 7:39 - loss: 350.9024 - logits_profile_predictions_loss: 348.1758 - logcount_predictions_loss: 0.1694 75/1548 [>.............................] - ETA: 7:39 - loss: 350.8915 - logits_profile_predictions_loss: 348.1653 - logcount_predictions_loss: 0.1693 76/1548 [>.............................] - ETA: 7:38 - loss: 350.8796 - logits_profile_predictions_loss: 348.1539 - logcount_predictions_loss: 0.1693 77/1548 [>.............................] - ETA: 7:38 - loss: 350.8643 - logits_profile_predictions_loss: 348.1391 - logcount_predictions_loss: 0.1693 78/1548 [>.............................] - ETA: 7:38 - loss: 350.8490 - logits_profile_predictions_loss: 348.1244 - logcount_predictions_loss: 0.1692 79/1548 [>.............................] - ETA: 7:37 - loss: 350.8378 - logits_profile_predictions_loss: 348.1137 - logcount_predictions_loss: 0.1692 80/1548 [>.............................] - ETA: 7:37 - loss: 350.8233 - logits_profile_predictions_loss: 348.0998 - logcount_predictions_loss: 0.1692 81/1548 [>.............................] - ETA: 7:37 - loss: 350.8115 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 6:36 - loss: 348.4452 - logits_profile_predictions_loss: 345.8014 - logcount_predictions_loss: 0.1642 278/1548 [====>.........................] - ETA: 6:36 - loss: 348.4405 - logits_profile_predictions_loss: 345.7969 - logcount_predictions_loss: 0.1642 279/1548 [====>.........................] - ETA: 6:36 - loss: 348.4359 - logits_profile_predictions_loss: 345.7925 - logcount_predictions_loss: 0.1642 280/1548 [====>.........................] - ETA: 6:35 - loss: 348.4315 - logits_profile_predictions_loss: 345.7883 - logcount_predictions_loss: 0.1642 281/1548 [====>.........................] - ETA: 6:35 - loss: 348.4274 - logits_profile_predictions_loss: 345.7843 - logcount_predictions_loss: 0.1642 282/1548 [====>.........................] - ETA: 6:35 - loss: 348.4234 - logits_profile_predictions_loss: 345.7806 - logcount_predictions_loss: 0.1642 283/1548 [====>.........................] - ETA: 6:34 - loss: 348.4199 - 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[====>.........................] - ETA: 6:28 - loss: 348.3579 - logits_profile_predictions_loss: 345.7194 - logcount_predictions_loss: 0.1639 304/1548 [====>.........................] - ETA: 6:28 - loss: 348.3553 - logits_profile_predictions_loss: 345.7171 - logcount_predictions_loss: 0.1639 305/1548 [====>.........................] - ETA: 6:28 - loss: 348.3528 - logits_profile_predictions_loss: 345.7148 - logcount_predictions_loss: 0.1639 306/1548 [====>.........................] - ETA: 6:27 - loss: 348.3503 - logits_profile_predictions_loss: 345.7125 - logcount_predictions_loss: 0.1638 307/1548 [====>.........................] - ETA: 6:27 - loss: 348.3477 - logits_profile_predictions_loss: 345.7101 - logcount_predictions_loss: 0.1638 308/1548 [====>.........................] - ETA: 6:27 - loss: 348.3449 - logits_profile_predictions_loss: 345.7075 - logcount_predictions_loss: 0.1638 309/1548 [====>.........................] - ETA: 6:26 - loss: 348.3418 - 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[=====>........................] - ETA: 6:24 - loss: 348.3188 - logits_profile_predictions_loss: 345.6828 - logcount_predictions_loss: 0.1637 317/1548 [=====>........................] - ETA: 6:24 - loss: 348.3153 - logits_profile_predictions_loss: 345.6796 - logcount_predictions_loss: 0.1637 318/1548 [=====>........................] - ETA: 6:23 - loss: 348.3118 - logits_profile_predictions_loss: 345.6761 - logcount_predictions_loss: 0.1637 319/1548 [=====>........................] - ETA: 6:23 - loss: 348.3082 - logits_profile_predictions_loss: 345.6727 - logcount_predictions_loss: 0.1637 320/1548 [=====>........................] - ETA: 6:23 - loss: 348.3050 - logits_profile_predictions_loss: 345.6696 - logcount_predictions_loss: 0.1637 321/1548 [=====>........................] - ETA: 6:23 - loss: 348.3016 - logits_profile_predictions_loss: 345.6665 - logcount_predictions_loss: 0.1637 322/1548 [=====>........................] - ETA: 6:22 - loss: 348.2982 - logits_profile_predictions_loss: 345.6632 - logcount_predictions_loss: 0.1637 323/1548 [=====>........................] - ETA: 6:22 - loss: 348.2947 - logits_profile_predictions_loss: 345.6598 - logcount_predictions_loss: 0.1637 324/1548 [=====>........................] - ETA: 6:22 - loss: 348.2909 - logits_profile_predictions_loss: 345.6562 - logcount_predictions_loss: 0.1637 325/1548 [=====>........................] - ETA: 6:21 - loss: 348.2870 - logits_profile_predictions_loss: 345.6524 - logcount_predictions_loss: 0.1636 326/1548 [=====>........................] - ETA: 6:21 - loss: 348.2827 - logits_profile_predictions_loss: 345.6482 - logcount_predictions_loss: 0.1636 327/1548 [=====>........................] - ETA: 6:21 - loss: 348.2785 - logits_profile_predictions_loss: 345.6440 - logcount_predictions_loss: 0.1636 328/1548 [=====>........................] - ETA: 6:20 - loss: 348.2742 - logits_profile_predictions_loss: 345.6399 - logcount_predictions_loss: 0.1636 329/1548 [=====>........................] - ETA: 6:20 - loss: 348.2699 - logits_profile_predictions_loss: 345.6357 - logcount_predictions_loss: 0.1636 330/1548 [=====>........................] - ETA: 6:20 - loss: 348.2659 - logits_profile_predictions_loss: 345.6319 - logcount_predictions_loss: 0.1636 331/1548 [=====>........................] - ETA: 6:19 - loss: 348.2620 - logits_profile_predictions_loss: 345.6280 - logcount_predictions_loss: 0.1636 332/1548 [=====>........................] - ETA: 6:19 - loss: 348.2582 - logits_profile_predictions_loss: 345.6244 - logcount_predictions_loss: 0.1636 333/1548 [=====>........................] - ETA: 6:19 - loss: 348.2549 - logits_profile_predictions_loss: 345.6212 - logcount_predictions_loss: 0.1636 334/1548 [=====>........................] - ETA: 6:19 - loss: 348.2512 - logits_profile_predictions_loss: 345.6176 - logcount_predictions_loss: 0.1636 335/1548 [=====>........................] - ETA: 6:18 - loss: 348.2474 - 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[=====>........................] - ETA: 6:16 - loss: 348.2245 - logits_profile_predictions_loss: 345.5917 - logcount_predictions_loss: 0.1635 343/1548 [=====>........................] - ETA: 6:16 - loss: 348.2210 - logits_profile_predictions_loss: 345.5882 - logcount_predictions_loss: 0.1635 344/1548 [=====>........................] - ETA: 6:15 - loss: 348.2173 - logits_profile_predictions_loss: 345.5846 - logcount_predictions_loss: 0.1635 345/1548 [=====>........................] - ETA: 6:15 - loss: 348.2135 - logits_profile_predictions_loss: 345.5809 - logcount_predictions_loss: 0.1635 346/1548 [=====>........................] - ETA: 6:15 - loss: 348.2092 - logits_profile_predictions_loss: 345.5767 - logcount_predictions_loss: 0.1635 347/1548 [=====>........................] - ETA: 6:15 - loss: 348.2048 - logits_profile_predictions_loss: 345.5723 - logcount_predictions_loss: 0.1635 348/1548 [=====>........................] - ETA: 6:14 - loss: 348.2001 - logits_profile_predictions_loss: 345.5677 - logcount_predictions_loss: 0.1635 349/1548 [=====>........................] - ETA: 6:14 - loss: 348.1954 - logits_profile_predictions_loss: 345.5630 - logcount_predictions_loss: 0.1635 350/1548 [=====>........................] - ETA: 6:14 - loss: 348.1904 - logits_profile_predictions_loss: 345.5582 - logcount_predictions_loss: 0.1635 351/1548 [=====>........................] - ETA: 6:13 - loss: 348.1856 - logits_profile_predictions_loss: 345.5534 - logcount_predictions_loss: 0.1635 352/1548 [=====>........................] - ETA: 6:13 - loss: 348.1808 - logits_profile_predictions_loss: 345.5487 - logcount_predictions_loss: 0.1635 353/1548 [=====>........................] - ETA: 6:13 - loss: 348.1762 - logits_profile_predictions_loss: 345.5442 - logcount_predictions_loss: 0.1635 354/1548 [=====>........................] - ETA: 6:12 - loss: 348.1719 - logits_profile_predictions_loss: 345.5400 - logcount_predictions_loss: 0.1635 355/1548 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[===========================>..] - ETA: 19s - loss: 347.6832 - logits_profile_predictions_loss: 345.0442 - logcount_predictions_loss: 0.1639 1487/1548 [===========================>..] - ETA: 19s - loss: 347.6833 - logits_profile_predictions_loss: 345.0444 - logcount_predictions_loss: 0.1639 1488/1548 [===========================>..] - ETA: 18s - loss: 347.6834 - logits_profile_predictions_loss: 345.0445 - logcount_predictions_loss: 0.1639 1489/1548 [===========================>..] - ETA: 18s - loss: 347.6836 - logits_profile_predictions_loss: 345.0447 - logcount_predictions_loss: 0.1639 1490/1548 [===========================>..] - ETA: 18s - loss: 347.6837 - logits_profile_predictions_loss: 345.0448 - logcount_predictions_loss: 0.1639 1491/1548 [===========================>..] - ETA: 17s - loss: 347.6838 - logits_profile_predictions_loss: 345.0449 - logcount_predictions_loss: 0.1639 1492/1548 [===========================>..] - ETA: 17s - loss: 347.6840 - logits_profile_predictions_loss: 345.0451 - logcount_predictions_loss: 0.1639 1493/1548 [===========================>..] - ETA: 17s - loss: 347.6842 - logits_profile_predictions_loss: 345.0453 - logcount_predictions_loss: 0.1639 1494/1548 [===========================>..] - ETA: 16s - loss: 347.6843 - logits_profile_predictions_loss: 345.0454 - logcount_predictions_loss: 0.1639 1495/1548 [===========================>..] - ETA: 16s - loss: 347.6845 - logits_profile_predictions_loss: 345.0456 - logcount_predictions_loss: 0.1639 1496/1548 [===========================>..] - ETA: 16s - loss: 347.6846 - logits_profile_predictions_loss: 345.0458 - logcount_predictions_loss: 0.1639 1497/1548 [============================>.] - ETA: 15s - loss: 347.6848 - logits_profile_predictions_loss: 345.0459 - logcount_predictions_loss: 0.1639 1498/1548 [============================>.] - ETA: 15s - loss: 347.6850 - logits_profile_predictions_loss: 345.0461 - logcount_predictions_loss: 0.1639 1499/1548 [============================>.] - ETA: 15s - loss: 347.6852 - logits_profile_predictions_loss: 345.0463 - logcount_predictions_loss: 0.1639 1500/1548 [============================>.] - ETA: 14s - loss: 347.6854 - logits_profile_predictions_loss: 345.0465 - logcount_predictions_loss: 0.1639 1501/1548 [============================>.] - ETA: 14s - loss: 347.6856 - logits_profile_predictions_loss: 345.0467 - logcount_predictions_loss: 0.1639 1502/1548 [============================>.] - ETA: 14s - loss: 347.6858 - logits_profile_predictions_loss: 345.0469 - logcount_predictions_loss: 0.1639 1503/1548 [============================>.] - ETA: 14s - loss: 347.6860 - logits_profile_predictions_loss: 345.0471 - logcount_predictions_loss: 0.1639 1504/1548 [============================>.] - ETA: 13s - loss: 347.6861 - logits_profile_predictions_loss: 345.0473 - logcount_predictions_loss: 0.1639 1505/1548 [============================>.] - ETA: 13s - loss: 347.6863 - logits_profile_predictions_loss: 345.0475 - logcount_predictions_loss: 0.1639 1506/1548 [============================>.] - ETA: 13s - loss: 347.6865 - logits_profile_predictions_loss: 345.0476 - logcount_predictions_loss: 0.1639 1507/1548 [============================>.] - ETA: 12s - loss: 347.6866 - logits_profile_predictions_loss: 345.0478 - logcount_predictions_loss: 0.1639 1508/1548 [============================>.] - ETA: 12s - loss: 347.6868 - logits_profile_predictions_loss: 345.0479 - logcount_predictions_loss: 0.1639 1509/1548 [============================>.] - ETA: 12s - loss: 347.6869 - logits_profile_predictions_loss: 345.0481 - logcount_predictions_loss: 0.1639 1510/1548 [============================>.] - ETA: 11s - loss: 347.6870 - logits_profile_predictions_loss: 345.0482 - logcount_predictions_loss: 0.1639 1511/1548 [============================>.] - ETA: 11s - loss: 347.6872 - logits_profile_predictions_loss: 345.0483 - logcount_predictions_loss: 0.1639 1512/1548 [============================>.] - ETA: 11s - loss: 347.6873 - logits_profile_predictions_loss: 345.0485 - logcount_predictions_loss: 0.1639 1513/1548 [============================>.] - ETA: 10s - loss: 347.6874 - logits_profile_predictions_loss: 345.0486 - logcount_predictions_loss: 0.1639 1514/1548 [============================>.] - ETA: 10s - loss: 347.6875 - logits_profile_predictions_loss: 345.0487 - logcount_predictions_loss: 0.1639 1515/1548 [============================>.] - ETA: 10s - loss: 347.6876 - logits_profile_predictions_loss: 345.0488 - logcount_predictions_loss: 0.1639 1516/1548 [============================>.] - ETA: 9s - loss: 347.6878 - logits_profile_predictions_loss: 345.0489 - logcount_predictions_loss: 0.1639  1517/1548 [============================>.] - ETA: 9s - loss: 347.6879 - logits_profile_predictions_loss: 345.0491 - logcount_predictions_loss: 0.1639 1518/1548 [============================>.] - ETA: 9s - loss: 347.6880 - logits_profile_predictions_loss: 345.0492 - logcount_predictions_loss: 0.1639 1519/1548 [============================>.] - ETA: 9s - loss: 347.6881 - logits_profile_predictions_loss: 345.0493 - logcount_predictions_loss: 0.1639 1520/1548 [============================>.] - ETA: 8s - loss: 347.6882 - logits_profile_predictions_loss: 345.0494 - logcount_predictions_loss: 0.1639 1521/1548 [============================>.] - ETA: 8s - loss: 347.6883 - logits_profile_predictions_loss: 345.0495 - logcount_predictions_loss: 0.1639 1522/1548 [============================>.] - ETA: 8s - loss: 347.6884 - logits_profile_predictions_loss: 345.0496 - logcount_predictions_loss: 0.1639 1523/1548 [============================>.] - ETA: 7s - loss: 347.6885 - logits_profile_predictions_loss: 345.0497 - logcount_predictions_loss: 0.1639 1524/1548 [============================>.] - ETA: 7s - loss: 347.6887 - logits_profile_predictions_loss: 345.0499 - logcount_predictions_loss: 0.1639 1525/1548 [============================>.] - ETA: 7s - loss: 347.6888 - logits_profile_predictions_loss: 345.0500 - logcount_predictions_loss: 0.1639 1526/1548 [============================>.] - ETA: 6s - loss: 347.6890 - logits_profile_predictions_loss: 345.0502 - logcount_predictions_loss: 0.1639 1527/1548 [============================>.] - ETA: 6s - loss: 347.6891 - logits_profile_predictions_loss: 345.0503 - logcount_predictions_loss: 0.1639 1528/1548 [============================>.] - ETA: 6s - loss: 347.6892 - logits_profile_predictions_loss: 345.0504 - logcount_predictions_loss: 0.1639 1529/1548 [============================>.] - ETA: 5s - loss: 347.6893 - logits_profile_predictions_loss: 345.0506 - logcount_predictions_loss: 0.1639 1530/1548 [============================>.] - ETA: 5s - loss: 347.6894 - logits_profile_predictions_loss: 345.0507 - logcount_predictions_loss: 0.1639 1531/1548 [============================>.] - ETA: 5s - loss: 347.6895 - logits_profile_predictions_loss: 345.0507 - logcount_predictions_loss: 0.1639 1532/1548 [============================>.] - ETA: 4s - loss: 347.6896 - logits_profile_predictions_loss: 345.0508 - logcount_predictions_loss: 0.1639 1533/1548 [============================>.] - ETA: 4s - loss: 347.6897 - logits_profile_predictions_loss: 345.0509 - logcount_predictions_loss: 0.1639 1534/1548 [============================>.] - ETA: 4s - loss: 347.6898 - logits_profile_predictions_loss: 345.0510 - logcount_predictions_loss: 0.1639 1535/1548 [============================>.] - ETA: 4s - loss: 347.6898 - logits_profile_predictions_loss: 345.0510 - logcount_predictions_loss: 0.1639 1536/1548 [============================>.] - ETA: 3s - loss: 347.6899 - logits_profile_predictions_loss: 345.0511 - logcount_predictions_loss: 0.1639 1537/1548 [============================>.] - ETA: 3s - loss: 347.6900 - logits_profile_predictions_loss: 345.0512 - logcount_predictions_loss: 0.1639 1538/1548 [============================>.] - ETA: 3s - loss: 347.6901 - logits_profile_predictions_loss: 345.0513 - logcount_predictions_loss: 0.1639 1539/1548 [============================>.] - ETA: 2s - loss: 347.6902 - logits_profile_predictions_loss: 345.0514 - logcount_predictions_loss: 0.1639 1540/1548 [============================>.] - ETA: 2s - loss: 347.6902 - logits_profile_predictions_loss: 345.0515 - logcount_predictions_loss: 0.1639 1541/1548 [============================>.] - ETA: 2s - loss: 347.6903 - logits_profile_predictions_loss: 345.0516 - logcount_predictions_loss: 0.1639 1542/1548 [============================>.] - ETA: 1s - loss: 347.6904 - logits_profile_predictions_loss: 345.0517 - logcount_predictions_loss: 0.1639 1543/1548 [============================>.] - ETA: 1s - loss: 347.6905 - logits_profile_predictions_loss: 345.0517 - logcount_predictions_loss: 0.1639 1544/1548 [============================>.] - ETA: 1s - loss: 347.6906 - logits_profile_predictions_loss: 345.0518 - logcount_predictions_loss: 0.1639 1545/1548 [============================>.] - ETA: 0s - loss: 347.6907 - logits_profile_predictions_loss: 345.0519 - logcount_predictions_loss: 0.1639 1546/1548 [============================>.] - ETA: 0s - loss: 347.6907 - logits_profile_predictions_loss: 345.0520 - logcount_predictions_loss: 0.1639 1547/1548 [============================>.] - ETA: 0s - loss: 347.6908 - logits_profile_predictions_loss: 345.0521 - logcount_predictions_loss: 0.1639 1548/1548 [==============================] - ETA: 0s - loss: 347.6909 - logits_profile_predictions_loss: 345.0522 - logcount_predictions_loss: 0.1639 1548/1548 [==============================] - 503s 325ms/step - loss: 347.6910 - logits_profile_predictions_loss: 345.0523 - logcount_predictions_loss: 0.1639 - val_loss: 410.0512 - val_logits_profile_predictions_loss: 402.6997 - val_logcount_predictions_loss: 0.4566 Epoch 00018: val_loss did not improve from 407.38733 Restoring model weights from the end of the best epoch. Epoch 00018: early stopping save model save model without bias 2022-09-23_08-12-06: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR305QTE//preprocessing/bigWigs/ENCSR305QTE.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(25862, 10) loading nonpeaks... got split:test for bed regions:(25070, 10) 0/199 100/199 2022-09-23_08-17-56: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR305QTE//preprocessing/bigWigs/ENCSR305QTE.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(25862, 10) loading nonpeaks... got split:test for bed regions:(25070, 10) 0/199 100/199 2022-09-23_08-21-27: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR305QTE//preprocessing/bigWigs/ENCSR305QTE.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(25862, 10) loading nonpeaks... got split:test for bed regions:(25070, 10) 0/199 100/199 2022-09-23_08-23-25: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//footprints 2022-09-23_08-23-25: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/24 [>.............................] - ETA: 6:32 3/24 [==>...........................] - ETA: 9s  4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 13s 6/24 [======>.......................] - ETA: 13s 7/24 [=======>......................] - ETA: 13s 8/24 [=========>....................] - ETA: 12s 9/24 [==========>...................] - ETA: 12s 10/24 [===========>..................] - ETA: 11s 11/24 [============>.................] - ETA: 10s 12/24 [==============>...............] - ETA: 10s 13/24 [===============>..............] - ETA: 9s  14/24 [================>.............] - ETA: 8s 15/24 [=================>............] - ETA: 7s 16/24 [===================>..........] - ETA: 6s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 56s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 19s 4/24 [====>.........................] - ETA: 18s 5/24 [=====>........................] - ETA: 17s 6/24 [======>.......................] - ETA: 16s 7/24 [=======>......................] - ETA: 15s 8/24 [=========>....................] - ETA: 14s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 956ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 19s 4/24 [====>.........................] - ETA: 18s 5/24 [=====>........................] - ETA: 17s 6/24 [======>.......................] - ETA: 16s 7/24 [=======>......................] - ETA: 15s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 958ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 19s 4/24 [====>.........................] - ETA: 18s 5/24 [=====>........................] - ETA: 17s 6/24 [======>.......................] - ETA: 16s 7/24 [=======>......................] - ETA: 15s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 960ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 19s 4/24 [====>.........................] - ETA: 18s 5/24 [=====>........................] - ETA: 17s 6/24 [======>.......................] - ETA: 16s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 963ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 19s 4/24 [====>.........................] - ETA: 18s 5/24 [=====>........................] - ETA: 17s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 966ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 19s 4/24 [====>.........................] - ETA: 18s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 970ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 19s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 975ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 23s 979ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 23s 982ms/step Saving marginal footprints 2022-09-23_08-27-57: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//footprints 2022-09-23_08-27-57: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_3//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/24 [>.............................] - ETA: 4:41 3/24 [==>...........................] - ETA: 1s  4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 24s 527ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 88ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 2s 87ms/step Saving marginal footprints