ATAC-seq ATAC_PE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json Thu Sep 22 15:22:08 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA GeForce ... On | 00000000:C5:00.0 Off | N/A | | 42% 40C P8 26W / 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 2022-09-22_15-22-08: 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//ENCSR040DJK//preprocessing/bigWigs/ENCSR040DJK.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR040DJK//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR040DJK//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.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_4/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr5', 'chr6', 'chr8', 'chr9', 'chr11', 'chr12', 'chr14', 'chr15', 'chr16', 'chr20', 'chr22', 'chrY', 'chr10', 'chr18'] Number of peaks input: 139576 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 139576 Number of peaks input: 35022 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 35022 Number of non peaks input: 135770 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 135770 Number of non peaks input: 38827 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 38827 Number of peaks after removing outliers: 138036 Number of nonpeaks after removing outliers: 120449 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 __________________________________________________________________________________________________ Predicting within adjust counts 1/3765 [..............................] - ETA: 23:53:35 10/3765 [..............................] - ETA: 23s  18/3765 [..............................] - ETA: 23s 26/3765 [..............................] - ETA: 23s 34/3765 [..............................] - ETA: 23s 42/3765 [..............................] - ETA: 23s 50/3765 [..............................] - ETA: 23s 58/3765 [..............................] - ETA: 23s 66/3765 [..............................] - ETA: 23s 74/3765 [..............................] - ETA: 23s 82/3765 [..............................] - ETA: 23s 90/3765 [..............................] - ETA: 23s 98/3765 [..............................] - ETA: 23s 106/3765 [..............................] - ETA: 23s 114/3765 [..............................] - ETA: 23s 122/3765 [..............................] - ETA: 23s 130/3765 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ETA: 0s 3716/3765 [============================>.] - ETA: 0s 3725/3765 [============================>.] - ETA: 0s 3734/3765 [============================>.] - ETA: 0s 3743/3765 [============================>.] - ETA: 0s 3752/3765 [============================>.] - ETA: 0s 3761/3765 [============================>.] - ETA: 0s 3765/3765 [==============================] - ETA: 0s 3765/3765 [==============================] - 61s 10ms/step 2022-09-22_15-26-54: 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//ENCSR040DJK//preprocessing/bigWigs/ENCSR040DJK.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.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': '21.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(126056, 10) loading nonpeaks... got split:train for bed regions:(110110, 10) loading peaks... got split:valid for bed regions:(11980, 10) loading nonpeaks... got split:valid for bed regions:(10339, 10) Epoch 1/50 1/2167 [..............................] - ETA: 109:53:07 - loss: 453.9886 - logits_profile_predictions_loss: 402.2595 - logcount_predictions_loss: 2.4060 2/2167 [..............................] - ETA: 11:27 - loss: 507.0888 - logits_profile_predictions_loss: 429.7764 - logcount_predictions_loss: 3.5959  3/2167 [..............................] - ETA: 11:13 - loss: 523.7796 - logits_profile_predictions_loss: 441.6330 - logcount_predictions_loss: 3.8208 4/2167 [..............................] - ETA: 11:07 - loss: 527.1616 - logits_profile_predictions_loss: 444.5486 - logcount_predictions_loss: 3.8425 5/2167 [..............................] - ETA: 11:05 - loss: 532.2148 - logits_profile_predictions_loss: 449.3136 - logcount_predictions_loss: 3.8559 6/2167 [..............................] - ETA: 11:03 - loss: 541.1346 - logits_profile_predictions_loss: 457.9712 - logcount_predictions_loss: 3.8681 7/2167 [..............................] - ETA: 11:01 - loss: 547.0980 - logits_profile_predictions_loss: 463.9716 - logcount_predictions_loss: 3.8663 8/2167 [..............................] - ETA: 11:00 - loss: 552.5451 - logits_profile_predictions_loss: 469.4560 - logcount_predictions_loss: 3.8646 9/2167 [..............................] - ETA: 10:59 - loss: 557.9078 - logits_profile_predictions_loss: 474.7373 - logcount_predictions_loss: 3.8684 10/2167 [..............................] - ETA: 10:58 - loss: 562.6348 - logits_profile_predictions_loss: 479.3464 - logcount_predictions_loss: 3.8739 11/2167 [..............................] - ETA: 10:57 - loss: 565.3455 - logits_profile_predictions_loss: 482.2075 - logcount_predictions_loss: 3.8669 12/2167 [..............................] - ETA: 10:57 - loss: 568.2305 - logits_profile_predictions_loss: 485.0859 - logcount_predictions_loss: 3.8672 13/2167 [..............................] - ETA: 10:56 - loss: 570.7278 - logits_profile_predictions_loss: 487.5730 - logcount_predictions_loss: 3.8677 14/2167 [..............................] - ETA: 10:55 - loss: 573.2013 - logits_profile_predictions_loss: 490.0002 - logcount_predictions_loss: 3.8698 15/2167 [..............................] - ETA: 10:55 - loss: 575.3614 - logits_profile_predictions_loss: 492.1330 - logcount_predictions_loss: 3.8711 16/2167 [..............................] - ETA: 10:54 - loss: 577.0809 - logits_profile_predictions_loss: 493.8636 - logcount_predictions_loss: 3.8706 17/2167 [..............................] - ETA: 10:54 - loss: 578.6267 - logits_profile_predictions_loss: 495.4219 - logcount_predictions_loss: 3.8700 18/2167 [..............................] - ETA: 10:53 - loss: 580.2690 - logits_profile_predictions_loss: 497.0450 - logcount_predictions_loss: 3.8709 19/2167 [..............................] - ETA: 10:53 - loss: 581.5556 - logits_profile_predictions_loss: 498.3560 - logcount_predictions_loss: 3.8697 20/2167 [..............................] - ETA: 10:52 - loss: 582.3372 - logits_profile_predictions_loss: 499.2261 - logcount_predictions_loss: 3.8656 21/2167 [..............................] - ETA: 10:52 - loss: 583.0446 - logits_profile_predictions_loss: 500.0193 - logcount_predictions_loss: 3.8616 22/2167 [..............................] - ETA: 10:51 - loss: 583.7855 - logits_profile_predictions_loss: 500.8248 - logcount_predictions_loss: 3.8586 23/2167 [..............................] - ETA: 10:51 - loss: 584.4795 - logits_profile_predictions_loss: 501.5655 - logcount_predictions_loss: 3.8565 24/2167 [..............................] - ETA: 10:51 - loss: 585.1781 - logits_profile_predictions_loss: 502.2983 - logcount_predictions_loss: 3.8549 25/2167 [..............................] - ETA: 10:50 - loss: 585.7470 - logits_profile_predictions_loss: 502.9151 - logcount_predictions_loss: 3.8526 26/2167 [..............................] - ETA: 10:50 - loss: 586.2519 - logits_profile_predictions_loss: 503.4725 - logcount_predictions_loss: 3.8502 27/2167 [..............................] - ETA: 10:49 - loss: 586.7033 - logits_profile_predictions_loss: 503.9782 - logcount_predictions_loss: 3.8477 28/2167 [..............................] - ETA: 10:49 - loss: 587.1167 - logits_profile_predictions_loss: 504.4411 - logcount_predictions_loss: 3.8454 29/2167 [..............................] - ETA: 10:49 - loss: 587.4890 - logits_profile_predictions_loss: 504.8682 - logcount_predictions_loss: 3.8428 30/2167 [..............................] - ETA: 10:48 - loss: 587.8107 - logits_profile_predictions_loss: 505.2485 - logcount_predictions_loss: 3.8401 31/2167 [..............................] - ETA: 10:48 - loss: 588.0519 - logits_profile_predictions_loss: 505.5546 - logcount_predictions_loss: 3.8371 32/2167 [..............................] - ETA: 10:48 - loss: 588.2475 - logits_profile_predictions_loss: 505.8190 - logcount_predictions_loss: 3.8339 33/2167 [..............................] - ETA: 10:47 - loss: 588.4599 - logits_profile_predictions_loss: 506.0884 - logcount_predictions_loss: 3.8312 34/2167 [..............................] - ETA: 10:47 - loss: 588.6006 - logits_profile_predictions_loss: 506.2927 - logcount_predictions_loss: 3.8283 35/2167 [..............................] - ETA: 10:47 - loss: 588.6994 - logits_profile_predictions_loss: 506.4592 - logcount_predictions_loss: 3.8251 36/2167 [..............................] - ETA: 10:46 - loss: 588.7720 - logits_profile_predictions_loss: 506.5970 - logcount_predictions_loss: 3.8221 37/2167 [..............................] - ETA: 10:46 - loss: 588.8545 - logits_profile_predictions_loss: 506.7371 - logcount_predictions_loss: 3.8194 38/2167 [..............................] - ETA: 10:46 - loss: 588.9550 - logits_profile_predictions_loss: 506.8862 - logcount_predictions_loss: 3.8172 39/2167 [..............................] - ETA: 10:45 - loss: 589.0386 - logits_profile_predictions_loss: 507.0171 - logcount_predictions_loss: 3.8150 40/2167 [..............................] - ETA: 10:45 - loss: 589.1309 - logits_profile_predictions_loss: 507.1501 - logcount_predictions_loss: 3.8131 41/2167 [..............................] - ETA: 10:45 - loss: 589.1651 - logits_profile_predictions_loss: 507.2319 - logcount_predictions_loss: 3.8108 42/2167 [..............................] - ETA: 10:44 - loss: 589.1745 - logits_profile_predictions_loss: 507.2907 - logcount_predictions_loss: 3.8086 43/2167 [..............................] - ETA: 10:44 - loss: 589.1642 - logits_profile_predictions_loss: 507.3305 - logcount_predictions_loss: 3.8062 44/2167 [..............................] - ETA: 10:44 - loss: 589.2085 - logits_profile_predictions_loss: 507.4145 - logcount_predictions_loss: 3.8044 45/2167 [..............................] - ETA: 10:44 - loss: 589.2863 - logits_profile_predictions_loss: 507.5234 - logcount_predictions_loss: 3.8029 46/2167 [..............................] - ETA: 10:43 - loss: 589.3455 - logits_profile_predictions_loss: 507.6141 - logcount_predictions_loss: 3.8015 47/2167 [..............................] - ETA: 10:43 - loss: 589.4008 - logits_profile_predictions_loss: 507.6993 - logcount_predictions_loss: 3.8001 48/2167 [..............................] - ETA: 10:43 - loss: 589.4219 - logits_profile_predictions_loss: 507.7556 - logcount_predictions_loss: 3.7984 49/2167 [..............................] - ETA: 10:43 - loss: 589.4276 - logits_profile_predictions_loss: 507.7994 - logcount_predictions_loss: 3.7967 50/2167 [..............................] - ETA: 10:43 - loss: 589.4386 - logits_profile_predictions_loss: 507.8460 - logcount_predictions_loss: 3.7950 51/2167 [..............................] - ETA: 10:42 - loss: 589.4314 - logits_profile_predictions_loss: 507.8767 - logcount_predictions_loss: 3.7932 52/2167 [..............................] - ETA: 10:42 - loss: 589.3932 - logits_profile_predictions_loss: 507.8798 - logcount_predictions_loss: 3.7913 53/2167 [..............................] - ETA: 10:42 - loss: 589.3892 - logits_profile_predictions_loss: 507.9100 - logcount_predictions_loss: 3.7897 54/2167 [..............................] - ETA: 10:41 - loss: 589.3687 - logits_profile_predictions_loss: 507.9246 - logcount_predictions_loss: 3.7881 55/2167 [..............................] - ETA: 10:41 - loss: 589.3700 - logits_profile_predictions_loss: 507.9539 - logcount_predictions_loss: 3.7868 56/2167 [..............................] - ETA: 10:41 - loss: 589.3508 - logits_profile_predictions_loss: 507.9644 - logcount_predictions_loss: 3.7854 57/2167 [..............................] - ETA: 10:41 - loss: 589.3389 - logits_profile_predictions_loss: 507.9830 - logcount_predictions_loss: 3.7840 58/2167 [..............................] - ETA: 10:40 - loss: 589.3126 - logits_profile_predictions_loss: 507.9888 - logcount_predictions_loss: 3.7825 59/2167 [..............................] - ETA: 10:40 - loss: 589.2977 - logits_profile_predictions_loss: 508.0023 - logcount_predictions_loss: 3.7812 60/2167 [..............................] - ETA: 10:40 - loss: 589.2914 - logits_profile_predictions_loss: 508.0221 - logcount_predictions_loss: 3.7800 61/2167 [..............................] - ETA: 10:40 - loss: 589.2845 - logits_profile_predictions_loss: 508.0409 - logcount_predictions_loss: 3.7788 62/2167 [..............................] - ETA: 10:39 - loss: 589.2906 - logits_profile_predictions_loss: 508.0693 - logcount_predictions_loss: 3.7777 63/2167 [..............................] - ETA: 10:39 - loss: 589.2875 - logits_profile_predictions_loss: 508.0899 - logcount_predictions_loss: 3.7766 64/2167 [..............................] - ETA: 10:39 - loss: 589.2938 - logits_profile_predictions_loss: 508.1165 - logcount_predictions_loss: 3.7757 65/2167 [..............................] - ETA: 10:38 - loss: 589.2983 - logits_profile_predictions_loss: 508.1416 - logcount_predictions_loss: 3.7747 66/2167 [..............................] - ETA: 10:38 - loss: 589.2906 - logits_profile_predictions_loss: 508.1558 - logcount_predictions_loss: 3.7737 67/2167 [..............................] - ETA: 10:38 - loss: 589.2789 - logits_profile_predictions_loss: 508.1660 - logcount_predictions_loss: 3.7727 68/2167 [..............................] - ETA: 10:38 - loss: 589.2785 - logits_profile_predictions_loss: 508.1845 - logcount_predictions_loss: 3.7718 69/2167 [..............................] - ETA: 10:37 - loss: 589.2759 - logits_profile_predictions_loss: 508.2010 - logcount_predictions_loss: 3.7709 70/2167 [..............................] - ETA: 10:37 - loss: 589.2783 - logits_profile_predictions_loss: 508.2213 - logcount_predictions_loss: 3.7701 71/2167 [..............................] - ETA: 10:37 - loss: 589.2724 - logits_profile_predictions_loss: 508.2343 - logcount_predictions_loss: 3.7692 72/2167 [..............................] - ETA: 10:36 - loss: 589.2575 - logits_profile_predictions_loss: 508.2394 - logcount_predictions_loss: 3.7683 73/2167 [>.............................] - ETA: 10:36 - loss: 589.2490 - logits_profile_predictions_loss: 508.2496 - logcount_predictions_loss: 3.7674 74/2167 [>.............................] - ETA: 10:36 - loss: 589.2484 - logits_profile_predictions_loss: 508.2654 - logcount_predictions_loss: 3.7666 75/2167 [>.............................] - ETA: 10:36 - loss: 589.2407 - logits_profile_predictions_loss: 508.2756 - logcount_predictions_loss: 3.7658 76/2167 [>.............................] - ETA: 10:35 - loss: 589.2285 - logits_profile_predictions_loss: 508.2815 - logcount_predictions_loss: 3.7650 77/2167 [>.............................] - ETA: 10:35 - loss: 589.2124 - logits_profile_predictions_loss: 508.2829 - logcount_predictions_loss: 3.7642 78/2167 [>.............................] - ETA: 10:35 - loss: 589.2018 - logits_profile_predictions_loss: 508.2883 - logcount_predictions_loss: 3.7634 79/2167 [>.............................] - ETA: 10:35 - loss: 589.1827 - logits_profile_predictions_loss: 508.2863 - logcount_predictions_loss: 3.7626 80/2167 [>.............................] - ETA: 10:34 - loss: 589.1654 - logits_profile_predictions_loss: 508.2856 - logcount_predictions_loss: 3.7619 81/2167 [>.............................] - ETA: 10:34 - loss: 589.1546 - logits_profile_predictions_loss: 508.2893 - logcount_predictions_loss: 3.7612 82/2167 [>.............................] - ETA: 10:34 - loss: 589.1387 - logits_profile_predictions_loss: 508.2882 - logcount_predictions_loss: 3.7605 83/2167 [>.............................] - ETA: 10:33 - loss: 589.1216 - logits_profile_predictions_loss: 508.2861 - logcount_predictions_loss: 3.7598 84/2167 [>.............................] - ETA: 10:33 - loss: 589.0911 - logits_profile_predictions_loss: 508.2721 - logcount_predictions_loss: 3.7590 85/2167 [>.............................] - ETA: 10:33 - loss: 589.0583 - logits_profile_predictions_loss: 508.2557 - logcount_predictions_loss: 3.7583 86/2167 [>.............................] - ETA: 10:33 - loss: 589.0132 - logits_profile_predictions_loss: 508.2293 - logcount_predictions_loss: 3.7574 87/2167 [>.............................] - ETA: 10:32 - loss: 588.9594 - logits_profile_predictions_loss: 508.1952 - logcount_predictions_loss: 3.7565 88/2167 [>.............................] - ETA: 10:32 - loss: 588.9071 - logits_profile_predictions_loss: 508.1620 - logcount_predictions_loss: 3.7556 89/2167 [>.............................] - ETA: 10:32 - loss: 588.8479 - logits_profile_predictions_loss: 508.1223 - logcount_predictions_loss: 3.7547 90/2167 [>.............................] - ETA: 10:32 - loss: 588.7820 - logits_profile_predictions_loss: 508.0771 - logcount_predictions_loss: 3.7537 91/2167 [>.............................] - ETA: 10:31 - loss: 588.7178 - logits_profile_predictions_loss: 508.0329 - logcount_predictions_loss: 3.7528 92/2167 [>.............................] - ETA: 10:31 - loss: 588.6372 - logits_profile_predictions_loss: 507.9751 - logcount_predictions_loss: 3.7517 93/2167 [>.............................] - ETA: 10:31 - loss: 588.5570 - logits_profile_predictions_loss: 507.9179 - logcount_predictions_loss: 3.7507 94/2167 [>.............................] - ETA: 10:30 - loss: 588.4814 - logits_profile_predictions_loss: 507.8632 - logcount_predictions_loss: 3.7497 95/2167 [>.............................] - ETA: 10:30 - loss: 588.4005 - logits_profile_predictions_loss: 507.8044 - logcount_predictions_loss: 3.7487 96/2167 [>.............................] - ETA: 10:30 - loss: 588.3189 - logits_profile_predictions_loss: 507.7449 - logcount_predictions_loss: 3.7476 97/2167 [>.............................] - ETA: 10:30 - loss: 588.2273 - logits_profile_predictions_loss: 507.6772 - logcount_predictions_loss: 3.7465 98/2167 [>.............................] - ETA: 10:29 - loss: 588.1340 - logits_profile_predictions_loss: 507.6078 - logcount_predictions_loss: 3.7454 99/2167 [>.............................] - ETA: 10:29 - loss: 588.0317 - logits_profile_predictions_loss: 507.5311 - logcount_predictions_loss: 3.7442 100/2167 [>.............................] - ETA: 10:29 - loss: 587.9262 - logits_profile_predictions_loss: 507.4518 - logcount_predictions_loss: 3.7430 101/2167 [>.............................] - ETA: 10:28 - loss: 587.8196 - logits_profile_predictions_loss: 507.3714 - logcount_predictions_loss: 3.7418 102/2167 [>.............................] - ETA: 10:28 - loss: 587.7017 - logits_profile_predictions_loss: 507.2816 - logcount_predictions_loss: 3.7405 103/2167 [>.............................] - ETA: 10:28 - loss: 587.5912 - logits_profile_predictions_loss: 507.1980 - logcount_predictions_loss: 3.7392 104/2167 [>.............................] - ETA: 10:28 - loss: 587.4783 - logits_profile_predictions_loss: 507.1125 - logcount_predictions_loss: 3.7379 105/2167 [>.............................] - ETA: 10:27 - loss: 587.3582 - logits_profile_predictions_loss: 507.0213 - logcount_predictions_loss: 3.7366 106/2167 [>.............................] - ETA: 10:27 - loss: 587.2325 - logits_profile_predictions_loss: 506.9255 - logcount_predictions_loss: 3.7352 107/2167 [>.............................] - ETA: 10:27 - loss: 587.1195 - logits_profile_predictions_loss: 506.8397 - logcount_predictions_loss: 3.7339 108/2167 [>.............................] - ETA: 10:26 - loss: 587.0123 - logits_profile_predictions_loss: 506.7583 - logcount_predictions_loss: 3.7327 109/2167 [>.............................] - ETA: 10:26 - loss: 586.9069 - logits_profile_predictions_loss: 506.6779 - logcount_predictions_loss: 3.7316 110/2167 [>.............................] - ETA: 10:26 - loss: 586.8055 - logits_profile_predictions_loss: 506.6004 - logcount_predictions_loss: 3.7305 111/2167 [>.............................] - ETA: 10:26 - loss: 586.7051 - logits_profile_predictions_loss: 506.5237 - logcount_predictions_loss: 3.7294 112/2167 [>.............................] - ETA: 10:25 - loss: 586.6016 - logits_profile_predictions_loss: 506.4443 - logcount_predictions_loss: 3.7282 113/2167 [>.............................] - ETA: 10:25 - loss: 586.5031 - logits_profile_predictions_loss: 506.3687 - logcount_predictions_loss: 3.7272 114/2167 [>.............................] - ETA: 10:25 - loss: 586.4073 - logits_profile_predictions_loss: 506.2954 - logcount_predictions_loss: 3.7261 115/2167 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[>.............................] - ETA: 10:21 - loss: 585.1114 - logits_profile_predictions_loss: 505.2813 - logcount_predictions_loss: 3.7130 129/2167 [>.............................] - ETA: 10:20 - loss: 585.0258 - logits_profile_predictions_loss: 505.2129 - logcount_predictions_loss: 3.7122 130/2167 [>.............................] - ETA: 10:20 - loss: 584.9437 - logits_profile_predictions_loss: 505.1474 - logcount_predictions_loss: 3.7115 131/2167 [>.............................] - ETA: 10:20 - loss: 584.8595 - logits_profile_predictions_loss: 505.0800 - logcount_predictions_loss: 3.7107 132/2167 [>.............................] - ETA: 10:20 - loss: 584.7753 - logits_profile_predictions_loss: 505.0126 - logcount_predictions_loss: 3.7099 133/2167 [>.............................] - ETA: 10:19 - loss: 584.6938 - logits_profile_predictions_loss: 504.9473 - logcount_predictions_loss: 3.7091 134/2167 [>.............................] - ETA: 10:19 - loss: 584.6101 - 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[>.............................] - ETA: 10:17 - loss: 584.0154 - logits_profile_predictions_loss: 504.4014 - logcount_predictions_loss: 3.7030 142/2167 [>.............................] - ETA: 10:17 - loss: 583.9331 - logits_profile_predictions_loss: 504.3345 - logcount_predictions_loss: 3.7023 143/2167 [>.............................] - ETA: 10:16 - loss: 583.8521 - logits_profile_predictions_loss: 504.2689 - logcount_predictions_loss: 3.7015 144/2167 [>.............................] - ETA: 10:16 - loss: 583.7662 - logits_profile_predictions_loss: 504.1993 - logcount_predictions_loss: 3.7008 145/2167 [=>............................] - ETA: 10:16 - loss: 583.6792 - logits_profile_predictions_loss: 504.1285 - logcount_predictions_loss: 3.7000 146/2167 [=>............................] - ETA: 10:16 - loss: 583.5924 - logits_profile_predictions_loss: 504.0578 - logcount_predictions_loss: 3.6993 147/2167 [=>............................] - ETA: 10:15 - loss: 583.5072 - 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logits_profile_predictions_loss: 494.1166 - logcount_predictions_loss: 3.6156 343/2167 [===>..........................] - ETA: 9:17 - loss: 571.8075 - logits_profile_predictions_loss: 494.0782 - logcount_predictions_loss: 3.6153 344/2167 [===>..........................] - ETA: 9:17 - loss: 571.7630 - logits_profile_predictions_loss: 494.0397 - logcount_predictions_loss: 3.6150 345/2167 [===>..........................] - ETA: 9:17 - loss: 571.7185 - logits_profile_predictions_loss: 494.0013 - logcount_predictions_loss: 3.6147 346/2167 [===>..........................] - ETA: 9:17 - loss: 571.6741 - logits_profile_predictions_loss: 493.9629 - logcount_predictions_loss: 3.6145 347/2167 [===>..........................] - ETA: 9:16 - loss: 571.6296 - logits_profile_predictions_loss: 493.9244 - logcount_predictions_loss: 3.6142 348/2167 [===>..........................] - ETA: 9:16 - loss: 571.5851 - logits_profile_predictions_loss: 493.8860 - logcount_predictions_loss: 3.6139 349/2167 [===>..........................] - ETA: 9:16 - loss: 571.5415 - logits_profile_predictions_loss: 493.8483 - logcount_predictions_loss: 3.6136 350/2167 [===>..........................] - ETA: 9:15 - loss: 571.4984 - logits_profile_predictions_loss: 493.8110 - logcount_predictions_loss: 3.6134 351/2167 [===>..........................] - ETA: 9:15 - loss: 571.4552 - logits_profile_predictions_loss: 493.7736 - logcount_predictions_loss: 3.6131 352/2167 [===>..........................] - ETA: 9:15 - loss: 571.4112 - logits_profile_predictions_loss: 493.7355 - logcount_predictions_loss: 3.6128 353/2167 [===>..........................] - ETA: 9:14 - loss: 571.3680 - logits_profile_predictions_loss: 493.6982 - logcount_predictions_loss: 3.6125 354/2167 [===>..........................] - ETA: 9:14 - loss: 571.3255 - logits_profile_predictions_loss: 493.6613 - logcount_predictions_loss: 3.6123 355/2167 [===>..........................] - ETA: 9:14 - loss: 571.2828 - logits_profile_predictions_loss: 493.6243 - logcount_predictions_loss: 3.6120 356/2167 [===>..........................] - ETA: 9:14 - loss: 571.2402 - logits_profile_predictions_loss: 493.5875 - logcount_predictions_loss: 3.6117 357/2167 [===>..........................] - ETA: 9:13 - loss: 571.1977 - logits_profile_predictions_loss: 493.5507 - logcount_predictions_loss: 3.6115 358/2167 [===>..........................] - ETA: 9:13 - loss: 571.1553 - logits_profile_predictions_loss: 493.5139 - logcount_predictions_loss: 3.6112 359/2167 [===>..........................] - ETA: 9:13 - loss: 571.1129 - logits_profile_predictions_loss: 493.4772 - logcount_predictions_loss: 3.6110 360/2167 [===>..........................] - ETA: 9:12 - loss: 571.0706 - logits_profile_predictions_loss: 493.4406 - logcount_predictions_loss: 3.6107 361/2167 [===>..........................] - ETA: 9:12 - loss: 571.0285 - logits_profile_predictions_loss: 493.4041 - logcount_predictions_loss: 3.6104 362/2167 [====>.........................] - ETA: 9:12 - loss: 570.9866 - logits_profile_predictions_loss: 493.3677 - logcount_predictions_loss: 3.6102 363/2167 [====>.........................] - ETA: 9:11 - loss: 570.9442 - logits_profile_predictions_loss: 493.3310 - logcount_predictions_loss: 3.6099 364/2167 [====>.........................] - ETA: 9:11 - loss: 570.9022 - logits_profile_predictions_loss: 493.2946 - logcount_predictions_loss: 3.6096 365/2167 [====>.........................] - ETA: 9:11 - loss: 570.8608 - logits_profile_predictions_loss: 493.2587 - logcount_predictions_loss: 3.6094 366/2167 [====>.........................] - ETA: 9:11 - loss: 570.8196 - logits_profile_predictions_loss: 493.2230 - logcount_predictions_loss: 3.6091 367/2167 [====>.........................] - ETA: 9:10 - loss: 570.7783 - logits_profile_predictions_loss: 493.1871 - logcount_predictions_loss: 3.6089 368/2167 [====>.........................] - ETA: 9:10 - loss: 570.7373 - logits_profile_predictions_loss: 493.1515 - logcount_predictions_loss: 3.6086 369/2167 [====>.........................] - ETA: 9:10 - loss: 570.6965 - logits_profile_predictions_loss: 493.1161 - logcount_predictions_loss: 3.6084 370/2167 [====>.........................] - ETA: 9:09 - loss: 570.6555 - logits_profile_predictions_loss: 493.0805 - logcount_predictions_loss: 3.6081 371/2167 [====>.........................] - ETA: 9:09 - loss: 570.6145 - logits_profile_predictions_loss: 493.0450 - logcount_predictions_loss: 3.6079 372/2167 [====>.........................] - ETA: 9:09 - loss: 570.5736 - logits_profile_predictions_loss: 493.0096 - logcount_predictions_loss: 3.6076 373/2167 [====>.........................] - ETA: 9:08 - loss: 570.5325 - logits_profile_predictions_loss: 492.9739 - logcount_predictions_loss: 3.6074 374/2167 [====>.........................] - ETA: 9:08 - loss: 570.4916 - logits_profile_predictions_loss: 492.9385 - logcount_predictions_loss: 3.6071 375/2167 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[============================>.] - ETA: 9s - loss: 522.5203 - logits_profile_predictions_loss: 468.0744 - logcount_predictions_loss: 2.5324 2144/2167 [============================>.] - ETA: 8s - loss: 522.5028 - logits_profile_predictions_loss: 468.0669 - logcount_predictions_loss: 2.5319 2145/2167 [============================>.] - ETA: 8s - loss: 522.4853 - logits_profile_predictions_loss: 468.0594 - logcount_predictions_loss: 2.5314 2146/2167 [============================>.] - ETA: 8s - loss: 522.4678 - logits_profile_predictions_loss: 468.0519 - logcount_predictions_loss: 2.5310 2147/2167 [============================>.] - ETA: 7s - loss: 522.4502 - logits_profile_predictions_loss: 468.0443 - logcount_predictions_loss: 2.5305 2148/2167 [============================>.] - ETA: 7s - loss: 522.4327 - logits_profile_predictions_loss: 468.0368 - logcount_predictions_loss: 2.5300 2149/2167 [============================>.] - ETA: 7s - loss: 522.4152 - logits_profile_predictions_loss: 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2163/2167 [============================>.] - ETA: 1s - loss: 522.1713 - logits_profile_predictions_loss: 467.9245 - logcount_predictions_loss: 2.5231 2164/2167 [============================>.] - ETA: 1s - loss: 522.1540 - logits_profile_predictions_loss: 467.9170 - logcount_predictions_loss: 2.5226 2165/2167 [============================>.] - ETA: 0s - loss: 522.1367 - logits_profile_predictions_loss: 467.9096 - logcount_predictions_loss: 2.5222 2166/2167 [============================>.] - ETA: 0s - loss: 522.1193 - logits_profile_predictions_loss: 467.9021 - logcount_predictions_loss: 2.5217 2167/2167 [==============================] - ETA: 0s - loss: 522.1020 - logits_profile_predictions_loss: 467.8947 - logcount_predictions_loss: 2.5213 2167/2167 [==============================] - 1141s 443ms/step - loss: 522.0847 - logits_profile_predictions_loss: 467.8873 - logcount_predictions_loss: 2.5208 - val_loss: 448.4357 - val_logits_profile_predictions_loss: 430.2970 - val_logcount_predictions_loss: 0.8437 Epoch 00001: val_loss improved from inf to 448.43570, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 2/50 1/2167 [..............................] - ETA: 11:33 - loss: 457.4978 - logits_profile_predictions_loss: 436.9028 - logcount_predictions_loss: 0.9579 2/2167 [..............................] - ETA: 10:50 - loss: 454.9678 - logits_profile_predictions_loss: 436.7897 - logcount_predictions_loss: 0.8455 3/2167 [..............................] - ETA: 10:51 - loss: 456.0978 - logits_profile_predictions_loss: 438.2408 - logcount_predictions_loss: 0.8306 4/2167 [..............................] - ETA: 10:51 - loss: 455.7472 - logits_profile_predictions_loss: 438.2589 - logcount_predictions_loss: 0.8134 5/2167 [..............................] - ETA: 10:51 - loss: 452.8677 - logits_profile_predictions_loss: 435.8459 - logcount_predictions_loss: 0.7917 6/2167 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434.0895 - logcount_predictions_loss: 0.7697 13/2167 [..............................] - ETA: 10:48 - loss: 450.8369 - logits_profile_predictions_loss: 434.2657 - logcount_predictions_loss: 0.7708 14/2167 [..............................] - ETA: 10:48 - loss: 450.8281 - logits_profile_predictions_loss: 434.2522 - logcount_predictions_loss: 0.7710 15/2167 [..............................] - ETA: 10:48 - loss: 450.8821 - logits_profile_predictions_loss: 434.3071 - logcount_predictions_loss: 0.7709 16/2167 [..............................] - ETA: 10:48 - loss: 451.0286 - logits_profile_predictions_loss: 434.4445 - logcount_predictions_loss: 0.7714 17/2167 [..............................] - ETA: 10:48 - loss: 451.1388 - logits_profile_predictions_loss: 434.5560 - logcount_predictions_loss: 0.7713 18/2167 [..............................] - ETA: 10:49 - loss: 451.2481 - logits_profile_predictions_loss: 434.6541 - logcount_predictions_loss: 0.7718 19/2167 [..............................] - ETA: 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loss: 450.4921 - logits_profile_predictions_loss: 434.1323 - logcount_predictions_loss: 0.7609 33/2167 [..............................] - ETA: 10:44 - loss: 450.4667 - logits_profile_predictions_loss: 434.1220 - logcount_predictions_loss: 0.7602 34/2167 [..............................] - ETA: 10:43 - loss: 450.4827 - logits_profile_predictions_loss: 434.1518 - logcount_predictions_loss: 0.7596 35/2167 [..............................] - ETA: 10:43 - loss: 450.4774 - logits_profile_predictions_loss: 434.1561 - logcount_predictions_loss: 0.7591 36/2167 [..............................] - ETA: 10:42 - loss: 450.4514 - logits_profile_predictions_loss: 434.1401 - logcount_predictions_loss: 0.7587 37/2167 [..............................] - ETA: 10:42 - loss: 450.4312 - logits_profile_predictions_loss: 434.1251 - logcount_predictions_loss: 0.7584 38/2167 [..............................] - ETA: 10:42 - loss: 450.4092 - logits_profile_predictions_loss: 434.1073 - logcount_predictions_loss: 0.7582 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[..............................] - ETA: 10:33 - loss: 449.6488 - logits_profile_predictions_loss: 433.4590 - logcount_predictions_loss: 0.7530 66/2167 [..............................] - ETA: 10:32 - loss: 449.6097 - logits_profile_predictions_loss: 433.4249 - logcount_predictions_loss: 0.7528 67/2167 [..............................] - ETA: 10:32 - loss: 449.5691 - logits_profile_predictions_loss: 433.3897 - logcount_predictions_loss: 0.7525 68/2167 [..............................] - ETA: 10:32 - loss: 449.5469 - logits_profile_predictions_loss: 433.3709 - logcount_predictions_loss: 0.7524 69/2167 [..............................] - ETA: 10:31 - loss: 449.5311 - logits_profile_predictions_loss: 433.3587 - logcount_predictions_loss: 0.7522 70/2167 [..............................] - ETA: 10:31 - loss: 449.5300 - logits_profile_predictions_loss: 433.3611 - logcount_predictions_loss: 0.7520 71/2167 [..............................] - ETA: 10:31 - loss: 449.5258 - 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[>.............................] - ETA: 10:25 - loss: 449.8407 - logits_profile_predictions_loss: 433.7101 - logcount_predictions_loss: 0.7503 92/2167 [>.............................] - ETA: 10:24 - loss: 449.8630 - logits_profile_predictions_loss: 433.7344 - logcount_predictions_loss: 0.7502 93/2167 [>.............................] - ETA: 10:24 - loss: 449.8834 - logits_profile_predictions_loss: 433.7568 - logcount_predictions_loss: 0.7501 94/2167 [>.............................] - ETA: 10:24 - loss: 449.9055 - logits_profile_predictions_loss: 433.7812 - logcount_predictions_loss: 0.7500 95/2167 [>.............................] - ETA: 10:23 - loss: 449.9273 - logits_profile_predictions_loss: 433.8060 - logcount_predictions_loss: 0.7498 96/2167 [>.............................] - ETA: 10:23 - loss: 449.9463 - logits_profile_predictions_loss: 433.8286 - logcount_predictions_loss: 0.7497 97/2167 [>.............................] - ETA: 10:23 - loss: 449.9746 - 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[==>...........................] - ETA: 9:42 - loss: 453.5342 - logits_profile_predictions_loss: 437.6533 - logcount_predictions_loss: 0.7386 235/2167 [==>...........................] - ETA: 9:42 - loss: 453.5411 - logits_profile_predictions_loss: 437.6610 - logcount_predictions_loss: 0.7386 236/2167 [==>...........................] - ETA: 9:41 - loss: 453.5475 - logits_profile_predictions_loss: 437.6681 - logcount_predictions_loss: 0.7386 237/2167 [==>...........................] - ETA: 9:41 - loss: 453.5531 - logits_profile_predictions_loss: 437.6745 - logcount_predictions_loss: 0.7385 238/2167 [==>...........................] - ETA: 9:41 - loss: 453.5579 - logits_profile_predictions_loss: 437.6802 - logcount_predictions_loss: 0.7385 239/2167 [==>...........................] - ETA: 9:41 - loss: 453.5624 - logits_profile_predictions_loss: 437.6856 - logcount_predictions_loss: 0.7385 240/2167 [==>...........................] - ETA: 9:40 - loss: 453.5662 - 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[==>...........................] - ETA: 9:35 - loss: 453.5758 - logits_profile_predictions_loss: 437.7201 - logcount_predictions_loss: 0.7375 261/2167 [==>...........................] - ETA: 9:34 - loss: 453.5748 - logits_profile_predictions_loss: 437.7202 - logcount_predictions_loss: 0.7374 262/2167 [==>...........................] - ETA: 9:34 - loss: 453.5736 - logits_profile_predictions_loss: 437.7199 - logcount_predictions_loss: 0.7374 263/2167 [==>...........................] - ETA: 9:34 - loss: 453.5721 - logits_profile_predictions_loss: 437.7194 - logcount_predictions_loss: 0.7373 264/2167 [==>...........................] - ETA: 9:33 - loss: 453.5707 - logits_profile_predictions_loss: 437.7189 - logcount_predictions_loss: 0.7373 265/2167 [==>...........................] - ETA: 9:33 - loss: 453.5690 - logits_profile_predictions_loss: 437.7181 - logcount_predictions_loss: 0.7373 266/2167 [==>...........................] - ETA: 9:33 - loss: 453.5665 - 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[==>...........................] - ETA: 9:31 - loss: 453.5440 - logits_profile_predictions_loss: 437.7008 - logcount_predictions_loss: 0.7369 274/2167 [==>...........................] - ETA: 9:30 - loss: 453.5411 - logits_profile_predictions_loss: 437.6988 - logcount_predictions_loss: 0.7369 275/2167 [==>...........................] - ETA: 9:30 - loss: 453.5392 - logits_profile_predictions_loss: 437.6979 - logcount_predictions_loss: 0.7368 276/2167 [==>...........................] - ETA: 9:30 - loss: 453.5368 - logits_profile_predictions_loss: 437.6964 - logcount_predictions_loss: 0.7368 277/2167 [==>...........................] - ETA: 9:30 - loss: 453.5344 - logits_profile_predictions_loss: 437.6950 - logcount_predictions_loss: 0.7367 278/2167 [==>...........................] - ETA: 9:29 - loss: 453.5318 - logits_profile_predictions_loss: 437.6934 - logcount_predictions_loss: 0.7367 279/2167 [==>...........................] - ETA: 9:29 - loss: 453.5293 - 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[==>...........................] - ETA: 9:27 - loss: 453.5104 - logits_profile_predictions_loss: 437.6799 - logcount_predictions_loss: 0.7363 287/2167 [==>...........................] - ETA: 9:27 - loss: 453.5087 - logits_profile_predictions_loss: 437.6792 - logcount_predictions_loss: 0.7363 288/2167 [==>...........................] - ETA: 9:26 - loss: 453.5071 - logits_profile_predictions_loss: 437.6785 - logcount_predictions_loss: 0.7362 289/2167 [===>..........................] - ETA: 9:26 - loss: 453.5057 - logits_profile_predictions_loss: 437.6780 - logcount_predictions_loss: 0.7362 290/2167 [===>..........................] - ETA: 9:26 - loss: 453.5044 - logits_profile_predictions_loss: 437.6776 - logcount_predictions_loss: 0.7361 291/2167 [===>..........................] - ETA: 9:26 - loss: 453.5031 - logits_profile_predictions_loss: 437.6773 - logcount_predictions_loss: 0.7361 292/2167 [===>..........................] - ETA: 9:25 - loss: 453.5015 - 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[===>..........................] - ETA: 9:08 - loss: 453.3932 - logits_profile_predictions_loss: 437.6320 - logcount_predictions_loss: 0.7331 352/2167 [===>..........................] - ETA: 9:08 - loss: 453.3899 - logits_profile_predictions_loss: 437.6298 - logcount_predictions_loss: 0.7330 353/2167 [===>..........................] - ETA: 9:07 - loss: 453.3867 - logits_profile_predictions_loss: 437.6277 - logcount_predictions_loss: 0.7330 354/2167 [===>..........................] - ETA: 9:07 - loss: 453.3839 - logits_profile_predictions_loss: 437.6261 - logcount_predictions_loss: 0.7329 355/2167 [===>..........................] - ETA: 9:07 - loss: 453.3815 - logits_profile_predictions_loss: 437.6248 - logcount_predictions_loss: 0.7329 356/2167 [===>..........................] - ETA: 9:06 - loss: 453.3794 - logits_profile_predictions_loss: 437.6237 - logcount_predictions_loss: 0.7328 357/2167 [===>..........................] - ETA: 9:06 - loss: 453.3771 - 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[====>.........................] - ETA: 9:04 - loss: 453.3628 - logits_profile_predictions_loss: 437.6153 - logcount_predictions_loss: 0.7324 365/2167 [====>.........................] - ETA: 9:04 - loss: 453.3593 - logits_profile_predictions_loss: 437.6128 - logcount_predictions_loss: 0.7324 366/2167 [====>.........................] - ETA: 9:04 - loss: 453.3559 - logits_profile_predictions_loss: 437.6105 - logcount_predictions_loss: 0.7323 367/2167 [====>.........................] - ETA: 9:03 - loss: 453.3526 - logits_profile_predictions_loss: 437.6082 - logcount_predictions_loss: 0.7323 368/2167 [====>.........................] - ETA: 9:03 - loss: 453.3494 - logits_profile_predictions_loss: 437.6059 - logcount_predictions_loss: 0.7323 369/2167 [====>.........................] - ETA: 9:03 - loss: 453.3462 - logits_profile_predictions_loss: 437.6038 - logcount_predictions_loss: 0.7322 370/2167 [====>.........................] - ETA: 9:02 - loss: 453.3428 - 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[====>.........................] - ETA: 9:00 - loss: 453.3208 - logits_profile_predictions_loss: 437.5866 - logcount_predictions_loss: 0.7318 378/2167 [====>.........................] - ETA: 9:00 - loss: 453.3179 - logits_profile_predictions_loss: 437.5846 - logcount_predictions_loss: 0.7318 379/2167 [====>.........................] - ETA: 9:00 - loss: 453.3148 - logits_profile_predictions_loss: 437.5826 - logcount_predictions_loss: 0.7317 380/2167 [====>.........................] - ETA: 8:59 - loss: 453.3115 - logits_profile_predictions_loss: 437.5804 - logcount_predictions_loss: 0.7317 381/2167 [====>.........................] - ETA: 8:59 - loss: 453.3082 - logits_profile_predictions_loss: 437.5781 - logcount_predictions_loss: 0.7316 382/2167 [====>.........................] - ETA: 8:59 - loss: 453.3050 - logits_profile_predictions_loss: 437.5760 - logcount_predictions_loss: 0.7316 383/2167 [====>.........................] - ETA: 8:59 - loss: 453.3022 - 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[====>.........................] - ETA: 8:53 - loss: 453.2295 - logits_profile_predictions_loss: 437.5248 - logcount_predictions_loss: 0.7305 404/2167 [====>.........................] - ETA: 8:52 - loss: 453.2248 - logits_profile_predictions_loss: 437.5213 - logcount_predictions_loss: 0.7304 405/2167 [====>.........................] - ETA: 8:52 - loss: 453.2204 - logits_profile_predictions_loss: 437.5181 - logcount_predictions_loss: 0.7303 406/2167 [====>.........................] - ETA: 8:52 - loss: 453.2160 - logits_profile_predictions_loss: 437.5151 - logcount_predictions_loss: 0.7303 407/2167 [====>.........................] - ETA: 8:51 - loss: 453.2115 - logits_profile_predictions_loss: 437.5117 - logcount_predictions_loss: 0.7302 408/2167 [====>.........................] - ETA: 8:51 - loss: 453.2073 - logits_profile_predictions_loss: 437.5088 - logcount_predictions_loss: 0.7302 409/2167 [====>.........................] - ETA: 8:51 - loss: 453.2031 - 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[====>.........................] - ETA: 8:49 - loss: 453.1722 - logits_profile_predictions_loss: 437.4836 - logcount_predictions_loss: 0.7297 417/2167 [====>.........................] - ETA: 8:48 - loss: 453.1679 - logits_profile_predictions_loss: 437.4805 - logcount_predictions_loss: 0.7296 418/2167 [====>.........................] - ETA: 8:48 - loss: 453.1634 - logits_profile_predictions_loss: 437.4773 - logcount_predictions_loss: 0.7296 419/2167 [====>.........................] - ETA: 8:48 - loss: 453.1589 - logits_profile_predictions_loss: 437.4740 - logcount_predictions_loss: 0.7295 420/2167 [====>.........................] - ETA: 8:48 - loss: 453.1545 - logits_profile_predictions_loss: 437.4707 - logcount_predictions_loss: 0.7295 421/2167 [====>.........................] - ETA: 8:47 - loss: 453.1503 - logits_profile_predictions_loss: 437.4677 - logcount_predictions_loss: 0.7294 422/2167 [====>.........................] - ETA: 8:47 - loss: 453.1462 - 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[============================>.] - ETA: 14s - loss: 449.0370 - logits_profile_predictions_loss: 434.0218 - logcount_predictions_loss: 0.6984 2120/2167 [============================>.] - ETA: 14s - loss: 449.0356 - logits_profile_predictions_loss: 434.0206 - logcount_predictions_loss: 0.6984 2121/2167 [============================>.] - ETA: 13s - loss: 449.0342 - logits_profile_predictions_loss: 434.0194 - logcount_predictions_loss: 0.6984 2122/2167 [============================>.] - ETA: 13s - loss: 449.0329 - logits_profile_predictions_loss: 434.0182 - logcount_predictions_loss: 0.6984 2123/2167 [============================>.] - ETA: 13s - loss: 449.0315 - logits_profile_predictions_loss: 434.0170 - logcount_predictions_loss: 0.6984 2124/2167 [============================>.] - ETA: 13s - loss: 449.0301 - logits_profile_predictions_loss: 434.0158 - logcount_predictions_loss: 0.6984 2125/2167 [============================>.] - ETA: 12s - loss: 449.0287 - 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[============================>.] - ETA: 10s - loss: 449.0190 - logits_profile_predictions_loss: 434.0063 - logcount_predictions_loss: 0.6983 2133/2167 [============================>.] - ETA: 10s - loss: 449.0177 - logits_profile_predictions_loss: 434.0051 - logcount_predictions_loss: 0.6983 2134/2167 [============================>.] - ETA: 10s - loss: 449.0163 - logits_profile_predictions_loss: 434.0039 - logcount_predictions_loss: 0.6983 2135/2167 [============================>.] - ETA: 9s - loss: 449.0149 - logits_profile_predictions_loss: 434.0027 - logcount_predictions_loss: 0.6983  2136/2167 [============================>.] - ETA: 9s - loss: 449.0136 - logits_profile_predictions_loss: 434.0015 - logcount_predictions_loss: 0.6983 2137/2167 [============================>.] - ETA: 9s - loss: 449.0122 - logits_profile_predictions_loss: 434.0003 - logcount_predictions_loss: 0.6982 2138/2167 [============================>.] - ETA: 8s - loss: 449.0108 - logits_profile_predictions_loss: 433.9991 - logcount_predictions_loss: 0.6982 2139/2167 [============================>.] - ETA: 8s - loss: 449.0094 - logits_profile_predictions_loss: 433.9979 - logcount_predictions_loss: 0.6982 2140/2167 [============================>.] - ETA: 8s - loss: 449.0080 - logits_profile_predictions_loss: 433.9967 - logcount_predictions_loss: 0.6982 2141/2167 [============================>.] - ETA: 7s - loss: 449.0066 - logits_profile_predictions_loss: 433.9955 - logcount_predictions_loss: 0.6982 2142/2167 [============================>.] - ETA: 7s - loss: 449.0052 - logits_profile_predictions_loss: 433.9943 - logcount_predictions_loss: 0.6982 2143/2167 [============================>.] - ETA: 7s - loss: 449.0038 - logits_profile_predictions_loss: 433.9931 - logcount_predictions_loss: 0.6982 2144/2167 [============================>.] - ETA: 6s - loss: 449.0024 - logits_profile_predictions_loss: 433.9919 - logcount_predictions_loss: 0.6982 2145/2167 [============================>.] - ETA: 6s - 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2152/2167 [============================>.] - ETA: 4s - loss: 448.9913 - logits_profile_predictions_loss: 433.9823 - logcount_predictions_loss: 0.6981 2153/2167 [============================>.] - ETA: 4s - loss: 448.9899 - logits_profile_predictions_loss: 433.9811 - logcount_predictions_loss: 0.6981 2154/2167 [============================>.] - ETA: 3s - loss: 448.9885 - logits_profile_predictions_loss: 433.9799 - logcount_predictions_loss: 0.6981 2155/2167 [============================>.] - ETA: 3s - loss: 448.9871 - logits_profile_predictions_loss: 433.9787 - logcount_predictions_loss: 0.6981 2156/2167 [============================>.] - ETA: 3s - loss: 448.9857 - logits_profile_predictions_loss: 433.9775 - logcount_predictions_loss: 0.6981 2157/2167 [============================>.] - ETA: 3s - loss: 448.9843 - logits_profile_predictions_loss: 433.9763 - logcount_predictions_loss: 0.6981 2158/2167 [============================>.] - ETA: 2s - loss: 448.9829 - logits_profile_predictions_loss: 433.9751 - logcount_predictions_loss: 0.6981 2159/2167 [============================>.] - ETA: 2s - loss: 448.9815 - logits_profile_predictions_loss: 433.9738 - logcount_predictions_loss: 0.6980 2160/2167 [============================>.] - ETA: 2s - loss: 448.9801 - logits_profile_predictions_loss: 433.9726 - logcount_predictions_loss: 0.6980 2161/2167 [============================>.] - ETA: 1s - loss: 448.9787 - logits_profile_predictions_loss: 433.9714 - logcount_predictions_loss: 0.6980 2162/2167 [============================>.] - ETA: 1s - loss: 448.9773 - logits_profile_predictions_loss: 433.9702 - logcount_predictions_loss: 0.6980 2163/2167 [============================>.] - ETA: 1s - loss: 448.9759 - logits_profile_predictions_loss: 433.9690 - logcount_predictions_loss: 0.6980 2164/2167 [============================>.] - ETA: 0s - loss: 448.9744 - logits_profile_predictions_loss: 433.9677 - logcount_predictions_loss: 0.6980 2165/2167 [============================>.] - ETA: 0s - loss: 448.9730 - logits_profile_predictions_loss: 433.9665 - logcount_predictions_loss: 0.6980 2166/2167 [============================>.] - ETA: 0s - loss: 448.9716 - logits_profile_predictions_loss: 433.9653 - logcount_predictions_loss: 0.6980 2167/2167 [==============================] - ETA: 0s - loss: 448.9703 - logits_profile_predictions_loss: 433.9641 - logcount_predictions_loss: 0.6980 2167/2167 [==============================] - 682s 315ms/step - loss: 448.9689 - logits_profile_predictions_loss: 433.9629 - logcount_predictions_loss: 0.6980 - val_loss: 437.7540 - val_logits_profile_predictions_loss: 424.2672 - val_logcount_predictions_loss: 0.6273 Epoch 00002: val_loss improved from 448.43570 to 437.75400, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 3/50 1/2167 [..............................] - ETA: 11:17 - loss: 451.3167 - logits_profile_predictions_loss: 438.9147 - logcount_predictions_loss: 0.5768 2/2167 [..............................] - ETA: 10:50 - loss: 448.9750 - logits_profile_predictions_loss: 435.1488 - logcount_predictions_loss: 0.6431 3/2167 [..............................] - ETA: 10:50 - loss: 449.2008 - logits_profile_predictions_loss: 435.2647 - logcount_predictions_loss: 0.6482 4/2167 [..............................] - ETA: 10:51 - loss: 452.1897 - logits_profile_predictions_loss: 438.2779 - logcount_predictions_loss: 0.6471 5/2167 [..............................] - ETA: 10:51 - loss: 450.7847 - logits_profile_predictions_loss: 436.9137 - logcount_predictions_loss: 0.6452 6/2167 [..............................] - ETA: 10:51 - loss: 451.3888 - logits_profile_predictions_loss: 437.6311 - logcount_predictions_loss: 0.6399 7/2167 [..............................] - ETA: 10:52 - loss: 449.9275 - logits_profile_predictions_loss: 436.2757 - logcount_predictions_loss: 0.6350 8/2167 [..............................] - ETA: 10:51 - loss: 449.3881 - logits_profile_predictions_loss: 435.7864 - logcount_predictions_loss: 0.6326 9/2167 [..............................] - ETA: 10:51 - loss: 448.7548 - logits_profile_predictions_loss: 435.1789 - logcount_predictions_loss: 0.6314 10/2167 [..............................] - ETA: 10:50 - loss: 447.9801 - logits_profile_predictions_loss: 434.4063 - logcount_predictions_loss: 0.6313 11/2167 [..............................] - ETA: 10:50 - loss: 447.6922 - logits_profile_predictions_loss: 434.1165 - logcount_predictions_loss: 0.6314 12/2167 [..............................] - ETA: 10:50 - loss: 447.0619 - logits_profile_predictions_loss: 433.4878 - logcount_predictions_loss: 0.6314 13/2167 [..............................] - ETA: 10:49 - loss: 446.6950 - logits_profile_predictions_loss: 433.1244 - logcount_predictions_loss: 0.6312 14/2167 [..............................] - ETA: 10:49 - loss: 446.2622 - logits_profile_predictions_loss: 432.6932 - logcount_predictions_loss: 0.6311 15/2167 [..............................] - ETA: 10:49 - loss: 445.7817 - logits_profile_predictions_loss: 432.2042 - logcount_predictions_loss: 0.6315 16/2167 [..............................] - ETA: 10:48 - loss: 445.3003 - logits_profile_predictions_loss: 431.7173 - logcount_predictions_loss: 0.6318 17/2167 [..............................] - ETA: 10:48 - loss: 445.0138 - logits_profile_predictions_loss: 431.4263 - logcount_predictions_loss: 0.6320 18/2167 [..............................] - ETA: 10:48 - loss: 444.8129 - logits_profile_predictions_loss: 431.2231 - logcount_predictions_loss: 0.6321 19/2167 [..............................] - ETA: 10:47 - loss: 444.8143 - logits_profile_predictions_loss: 431.2142 - logcount_predictions_loss: 0.6326 20/2167 [..............................] - ETA: 10:47 - loss: 444.8470 - logits_profile_predictions_loss: 431.2427 - logcount_predictions_loss: 0.6328 21/2167 [..............................] - ETA: 10:47 - loss: 444.7848 - logits_profile_predictions_loss: 431.1790 - logcount_predictions_loss: 0.6328 22/2167 [..............................] - ETA: 10:46 - loss: 444.6640 - logits_profile_predictions_loss: 431.0500 - logcount_predictions_loss: 0.6332 23/2167 [..............................] - ETA: 10:46 - loss: 444.5297 - logits_profile_predictions_loss: 430.9056 - logcount_predictions_loss: 0.6337 24/2167 [..............................] - ETA: 10:46 - loss: 444.3767 - logits_profile_predictions_loss: 430.7491 - logcount_predictions_loss: 0.6338 25/2167 [..............................] - ETA: 10:46 - loss: 444.1932 - logits_profile_predictions_loss: 430.5632 - logcount_predictions_loss: 0.6340 26/2167 [..............................] - ETA: 10:46 - loss: 444.0688 - logits_profile_predictions_loss: 430.4401 - logcount_predictions_loss: 0.6339 27/2167 [..............................] - ETA: 10:45 - loss: 443.9297 - logits_profile_predictions_loss: 430.3017 - logcount_predictions_loss: 0.6339 28/2167 [..............................] - ETA: 10:45 - loss: 443.8125 - logits_profile_predictions_loss: 430.1870 - logcount_predictions_loss: 0.6337 29/2167 [..............................] - ETA: 10:45 - loss: 443.6148 - logits_profile_predictions_loss: 429.9965 - logcount_predictions_loss: 0.6334 30/2167 [..............................] - ETA: 10:45 - loss: 443.4556 - logits_profile_predictions_loss: 429.8424 - logcount_predictions_loss: 0.6332 31/2167 [..............................] - ETA: 10:44 - loss: 443.2482 - logits_profile_predictions_loss: 429.6417 - logcount_predictions_loss: 0.6329 32/2167 [..............................] - ETA: 10:44 - loss: 443.0417 - logits_profile_predictions_loss: 429.4407 - logcount_predictions_loss: 0.6326 33/2167 [..............................] - ETA: 10:44 - loss: 442.8653 - logits_profile_predictions_loss: 429.2699 - logcount_predictions_loss: 0.6323 34/2167 [..............................] - ETA: 10:44 - loss: 442.6656 - logits_profile_predictions_loss: 429.0775 - logcount_predictions_loss: 0.6320 35/2167 [..............................] - ETA: 10:43 - loss: 442.5459 - logits_profile_predictions_loss: 428.9641 - logcount_predictions_loss: 0.6317 36/2167 [..............................] - ETA: 10:43 - loss: 442.4313 - logits_profile_predictions_loss: 428.8582 - logcount_predictions_loss: 0.6313 37/2167 [..............................] - ETA: 10:43 - loss: 442.3521 - logits_profile_predictions_loss: 428.7880 - logcount_predictions_loss: 0.6309 38/2167 [..............................] - ETA: 10:43 - loss: 442.2948 - logits_profile_predictions_loss: 428.7396 - logcount_predictions_loss: 0.6305 39/2167 [..............................] - ETA: 10:42 - loss: 442.2292 - logits_profile_predictions_loss: 428.6831 - logcount_predictions_loss: 0.6301 40/2167 [..............................] - ETA: 10:42 - loss: 442.1907 - logits_profile_predictions_loss: 428.6558 - logcount_predictions_loss: 0.6295 41/2167 [..............................] - ETA: 10:42 - loss: 442.1423 - logits_profile_predictions_loss: 428.6178 - logcount_predictions_loss: 0.6290 42/2167 [..............................] - ETA: 10:42 - loss: 442.1065 - logits_profile_predictions_loss: 428.5922 - logcount_predictions_loss: 0.6286 43/2167 [..............................] - ETA: 10:41 - loss: 442.0816 - logits_profile_predictions_loss: 428.5788 - logcount_predictions_loss: 0.6280 44/2167 [..............................] - ETA: 10:41 - loss: 442.0538 - logits_profile_predictions_loss: 428.5604 - logcount_predictions_loss: 0.6276 45/2167 [..............................] - ETA: 10:41 - loss: 442.0367 - logits_profile_predictions_loss: 428.5523 - logcount_predictions_loss: 0.6272 46/2167 [..............................] - ETA: 10:41 - loss: 442.0313 - logits_profile_predictions_loss: 428.5559 - logcount_predictions_loss: 0.6268 47/2167 [..............................] - ETA: 10:40 - loss: 442.0190 - logits_profile_predictions_loss: 428.5532 - logcount_predictions_loss: 0.6263 48/2167 [..............................] - ETA: 10:40 - loss: 442.0060 - logits_profile_predictions_loss: 428.5478 - logcount_predictions_loss: 0.6260 49/2167 [..............................] - ETA: 10:40 - loss: 441.9807 - logits_profile_predictions_loss: 428.5291 - logcount_predictions_loss: 0.6257 50/2167 [..............................] - ETA: 10:39 - loss: 441.9641 - logits_profile_predictions_loss: 428.5182 - logcount_predictions_loss: 0.6254 51/2167 [..............................] - ETA: 10:39 - loss: 441.9332 - logits_profile_predictions_loss: 428.4940 - logcount_predictions_loss: 0.6251 52/2167 [..............................] - ETA: 10:39 - loss: 441.9013 - logits_profile_predictions_loss: 428.4699 - logcount_predictions_loss: 0.6247 53/2167 [..............................] - ETA: 10:38 - loss: 441.8578 - logits_profile_predictions_loss: 428.4341 - logcount_predictions_loss: 0.6244 54/2167 [..............................] - ETA: 10:38 - loss: 441.7875 - logits_profile_predictions_loss: 428.3715 - logcount_predictions_loss: 0.6240 55/2167 [..............................] - ETA: 10:38 - loss: 441.7276 - logits_profile_predictions_loss: 428.3189 - logcount_predictions_loss: 0.6237 56/2167 [..............................] - ETA: 10:38 - loss: 441.6828 - logits_profile_predictions_loss: 428.2806 - logcount_predictions_loss: 0.6234 57/2167 [..............................] - ETA: 10:37 - loss: 441.6473 - logits_profile_predictions_loss: 428.2513 - logcount_predictions_loss: 0.6231 58/2167 [..............................] - ETA: 10:37 - loss: 441.6185 - logits_profile_predictions_loss: 428.2290 - logcount_predictions_loss: 0.6228 59/2167 [..............................] - ETA: 10:37 - loss: 441.5733 - logits_profile_predictions_loss: 428.1907 - logcount_predictions_loss: 0.6224 60/2167 [..............................] - ETA: 10:37 - loss: 441.5193 - logits_profile_predictions_loss: 428.1442 - logcount_predictions_loss: 0.6221 61/2167 [..............................] - ETA: 10:36 - loss: 441.4632 - logits_profile_predictions_loss: 428.0946 - logcount_predictions_loss: 0.6218 62/2167 [..............................] - ETA: 10:36 - loss: 441.4091 - logits_profile_predictions_loss: 428.0472 - logcount_predictions_loss: 0.6215 63/2167 [..............................] - ETA: 10:36 - loss: 441.3641 - logits_profile_predictions_loss: 428.0087 - logcount_predictions_loss: 0.6212 64/2167 [..............................] - ETA: 10:35 - loss: 441.3221 - logits_profile_predictions_loss: 427.9732 - logcount_predictions_loss: 0.6209 65/2167 [..............................] - ETA: 10:35 - loss: 441.2652 - logits_profile_predictions_loss: 427.9223 - logcount_predictions_loss: 0.6206 66/2167 [..............................] - ETA: 10:35 - loss: 441.2096 - 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[>.............................] - ETA: 10:33 - loss: 440.8046 - logits_profile_predictions_loss: 427.5102 - logcount_predictions_loss: 0.6183 74/2167 [>.............................] - ETA: 10:32 - loss: 440.7511 - logits_profile_predictions_loss: 427.4621 - logcount_predictions_loss: 0.6181 75/2167 [>.............................] - ETA: 10:32 - loss: 440.6909 - logits_profile_predictions_loss: 427.4062 - logcount_predictions_loss: 0.6179 76/2167 [>.............................] - ETA: 10:32 - loss: 440.6246 - logits_profile_predictions_loss: 427.3445 - logcount_predictions_loss: 0.6177 77/2167 [>.............................] - ETA: 10:32 - loss: 440.5597 - logits_profile_predictions_loss: 427.2841 - logcount_predictions_loss: 0.6175 78/2167 [>.............................] - ETA: 10:31 - loss: 440.5021 - logits_profile_predictions_loss: 427.2303 - logcount_predictions_loss: 0.6173 79/2167 [>.............................] - ETA: 10:31 - loss: 440.4357 - 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[=====>........................] - ETA: 8:37 - loss: 439.4727 - logits_profile_predictions_loss: 425.8623 - logcount_predictions_loss: 0.6331 464/2167 [=====>........................] - ETA: 8:36 - loss: 439.4755 - logits_profile_predictions_loss: 425.8648 - logcount_predictions_loss: 0.6331 465/2167 [=====>........................] - ETA: 8:36 - loss: 439.4784 - logits_profile_predictions_loss: 425.8674 - logcount_predictions_loss: 0.6331 466/2167 [=====>........................] - ETA: 8:36 - loss: 439.4814 - logits_profile_predictions_loss: 425.8702 - logcount_predictions_loss: 0.6331 467/2167 [=====>........................] - ETA: 8:35 - loss: 439.4846 - logits_profile_predictions_loss: 425.8731 - logcount_predictions_loss: 0.6331 468/2167 [=====>........................] - ETA: 8:35 - loss: 439.4876 - logits_profile_predictions_loss: 425.8758 - logcount_predictions_loss: 0.6331 469/2167 [=====>........................] - ETA: 8:35 - loss: 439.4907 - 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logits_profile_predictions_loss: 426.0813 - logcount_predictions_loss: 0.6298 2167/2167 [==============================] - ETA: 0s - loss: 439.6220 - logits_profile_predictions_loss: 426.0809 - logcount_predictions_loss: 0.6298 2167/2167 [==============================] - 683s 315ms/step - loss: 439.6215 - logits_profile_predictions_loss: 426.0805 - logcount_predictions_loss: 0.6298 - val_loss: 434.2840 - val_logits_profile_predictions_loss: 421.1153 - val_logcount_predictions_loss: 0.6125 Epoch 00003: val_loss improved from 437.75400 to 434.28403, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 4/50 1/2167 [..............................] - ETA: 11:16 - loss: 412.3333 - logits_profile_predictions_loss: 401.5664 - logcount_predictions_loss: 0.5008 2/2167 [..............................] - ETA: 10:50 - loss: 414.8876 - logits_profile_predictions_loss: 404.4349 - logcount_predictions_loss: 0.4862 3/2167 [..............................] - ETA: 10:51 - loss: 418.4632 - logits_profile_predictions_loss: 407.9123 - logcount_predictions_loss: 0.4907 4/2167 [..............................] - ETA: 10:51 - loss: 420.3936 - logits_profile_predictions_loss: 409.8414 - logcount_predictions_loss: 0.4908 5/2167 [..............................] - ETA: 10:51 - loss: 419.5772 - logits_profile_predictions_loss: 408.8901 - logcount_predictions_loss: 0.4971 6/2167 [..............................] - ETA: 10:51 - loss: 418.9395 - logits_profile_predictions_loss: 408.1000 - logcount_predictions_loss: 0.5042 7/2167 [..............................] - ETA: 10:50 - loss: 417.8170 - logits_profile_predictions_loss: 406.8727 - logcount_predictions_loss: 0.5090 8/2167 [..............................] - ETA: 10:50 - loss: 417.7432 - logits_profile_predictions_loss: 406.6695 - logcount_predictions_loss: 0.5151 9/2167 [..............................] - ETA: 10:50 - loss: 417.1794 - logits_profile_predictions_loss: 405.9877 - logcount_predictions_loss: 0.5205 10/2167 [..............................] - ETA: 10:49 - loss: 416.8612 - logits_profile_predictions_loss: 405.5313 - logcount_predictions_loss: 0.5270 11/2167 [..............................] - ETA: 10:49 - loss: 417.3448 - logits_profile_predictions_loss: 405.8740 - logcount_predictions_loss: 0.5335 12/2167 [..............................] - ETA: 10:49 - loss: 417.6059 - logits_profile_predictions_loss: 406.0286 - logcount_predictions_loss: 0.5385 13/2167 [..............................] - ETA: 10:49 - loss: 417.9476 - logits_profile_predictions_loss: 406.2586 - logcount_predictions_loss: 0.5437 14/2167 [..............................] - ETA: 10:48 - loss: 418.2162 - logits_profile_predictions_loss: 406.4189 - logcount_predictions_loss: 0.5487 15/2167 [..............................] - ETA: 10:48 - loss: 418.6171 - logits_profile_predictions_loss: 406.7259 - logcount_predictions_loss: 0.5531 16/2167 [..............................] - ETA: 10:48 - loss: 418.7575 - logits_profile_predictions_loss: 406.7578 - logcount_predictions_loss: 0.5581 17/2167 [..............................] - ETA: 10:47 - loss: 418.8567 - logits_profile_predictions_loss: 406.7569 - logcount_predictions_loss: 0.5628 18/2167 [..............................] - ETA: 10:47 - loss: 418.9835 - logits_profile_predictions_loss: 406.7920 - logcount_predictions_loss: 0.5670 19/2167 [..............................] - ETA: 10:47 - loss: 419.1789 - logits_profile_predictions_loss: 406.8893 - logcount_predictions_loss: 0.5716 20/2167 [..............................] - ETA: 10:47 - loss: 419.4374 - logits_profile_predictions_loss: 407.0500 - logcount_predictions_loss: 0.5762 21/2167 [..............................] - ETA: 10:46 - loss: 419.9211 - logits_profile_predictions_loss: 407.4330 - logcount_predictions_loss: 0.5808 22/2167 [..............................] - ETA: 10:46 - loss: 420.3180 - logits_profile_predictions_loss: 407.7327 - logcount_predictions_loss: 0.5854 23/2167 [..............................] - ETA: 10:46 - loss: 420.7396 - logits_profile_predictions_loss: 408.0587 - logcount_predictions_loss: 0.5898 24/2167 [..............................] - ETA: 10:45 - loss: 421.2244 - logits_profile_predictions_loss: 408.4520 - logcount_predictions_loss: 0.5941 25/2167 [..............................] - ETA: 10:45 - loss: 421.7421 - logits_profile_predictions_loss: 408.8917 - logcount_predictions_loss: 0.5977 26/2167 [..............................] - ETA: 10:45 - loss: 422.1973 - logits_profile_predictions_loss: 409.2727 - logcount_predictions_loss: 0.6011 27/2167 [..............................] - ETA: 10:44 - loss: 422.5304 - logits_profile_predictions_loss: 409.5458 - logcount_predictions_loss: 0.6039 28/2167 [..............................] - ETA: 10:44 - loss: 422.8261 - logits_profile_predictions_loss: 409.7839 - logcount_predictions_loss: 0.6066 29/2167 [..............................] - ETA: 10:44 - loss: 423.0337 - logits_profile_predictions_loss: 409.9385 - logcount_predictions_loss: 0.6091 30/2167 [..............................] - ETA: 10:44 - loss: 423.2578 - logits_profile_predictions_loss: 410.1090 - logcount_predictions_loss: 0.6116 31/2167 [..............................] - ETA: 10:43 - loss: 423.4590 - logits_profile_predictions_loss: 410.2592 - logcount_predictions_loss: 0.6139 32/2167 [..............................] - ETA: 10:43 - loss: 423.6076 - logits_profile_predictions_loss: 410.3629 - logcount_predictions_loss: 0.6160 33/2167 [..............................] - ETA: 10:43 - loss: 423.7174 - logits_profile_predictions_loss: 410.4342 - logcount_predictions_loss: 0.6178 34/2167 [..............................] - ETA: 10:43 - loss: 423.8314 - logits_profile_predictions_loss: 410.5112 - logcount_predictions_loss: 0.6195 35/2167 [..............................] - ETA: 10:42 - loss: 423.9801 - logits_profile_predictions_loss: 410.6243 - logcount_predictions_loss: 0.6212 36/2167 [..............................] - ETA: 10:42 - loss: 424.0972 - logits_profile_predictions_loss: 410.7068 - logcount_predictions_loss: 0.6228 37/2167 [..............................] - ETA: 10:42 - loss: 424.2081 - logits_profile_predictions_loss: 410.7891 - logcount_predictions_loss: 0.6241 38/2167 [..............................] - ETA: 10:42 - loss: 424.2862 - logits_profile_predictions_loss: 410.8442 - logcount_predictions_loss: 0.6252 39/2167 [..............................] - ETA: 10:41 - loss: 424.3537 - logits_profile_predictions_loss: 410.8879 - logcount_predictions_loss: 0.6263 40/2167 [..............................] - ETA: 10:41 - loss: 424.4131 - logits_profile_predictions_loss: 410.9240 - logcount_predictions_loss: 0.6274 41/2167 [..............................] - ETA: 10:41 - loss: 424.4399 - logits_profile_predictions_loss: 410.9312 - logcount_predictions_loss: 0.6283 42/2167 [..............................] - ETA: 10:41 - loss: 424.4615 - logits_profile_predictions_loss: 410.9363 - logcount_predictions_loss: 0.6291 43/2167 [..............................] - ETA: 10:40 - loss: 424.4727 - logits_profile_predictions_loss: 410.9341 - logcount_predictions_loss: 0.6297 44/2167 [..............................] - ETA: 10:40 - loss: 424.4931 - logits_profile_predictions_loss: 410.9443 - logcount_predictions_loss: 0.6302 45/2167 [..............................] - ETA: 10:40 - loss: 424.5239 - logits_profile_predictions_loss: 410.9657 - logcount_predictions_loss: 0.6306 46/2167 [..............................] - ETA: 10:40 - loss: 424.5617 - logits_profile_predictions_loss: 410.9957 - logcount_predictions_loss: 0.6310 47/2167 [..............................] - ETA: 10:39 - loss: 424.6015 - logits_profile_predictions_loss: 411.0273 - logcount_predictions_loss: 0.6314 48/2167 [..............................] - ETA: 10:39 - loss: 424.6227 - logits_profile_predictions_loss: 411.0424 - logcount_predictions_loss: 0.6316 49/2167 [..............................] - ETA: 10:39 - loss: 424.6512 - logits_profile_predictions_loss: 411.0654 - logcount_predictions_loss: 0.6319 50/2167 [..............................] - ETA: 10:39 - loss: 424.6896 - logits_profile_predictions_loss: 411.0988 - logcount_predictions_loss: 0.6321 51/2167 [..............................] - ETA: 10:38 - loss: 424.7297 - logits_profile_predictions_loss: 411.1342 - logcount_predictions_loss: 0.6323 52/2167 [..............................] - ETA: 10:38 - loss: 424.7777 - logits_profile_predictions_loss: 411.1772 - logcount_predictions_loss: 0.6326 53/2167 [..............................] - ETA: 10:38 - loss: 424.8408 - logits_profile_predictions_loss: 411.2360 - logcount_predictions_loss: 0.6328 54/2167 [..............................] - ETA: 10:37 - loss: 424.8998 - logits_profile_predictions_loss: 411.2916 - logcount_predictions_loss: 0.6329 55/2167 [..............................] - ETA: 10:37 - loss: 424.9597 - logits_profile_predictions_loss: 411.3488 - logcount_predictions_loss: 0.6331 56/2167 [..............................] - ETA: 10:37 - loss: 425.0197 - logits_profile_predictions_loss: 411.4057 - logcount_predictions_loss: 0.6332 57/2167 [..............................] - ETA: 10:37 - loss: 425.0784 - logits_profile_predictions_loss: 411.4630 - logcount_predictions_loss: 0.6333 58/2167 [..............................] - ETA: 10:36 - loss: 425.1421 - logits_profile_predictions_loss: 411.5252 - logcount_predictions_loss: 0.6333 59/2167 [..............................] - ETA: 10:36 - loss: 425.1957 - logits_profile_predictions_loss: 411.5776 - logcount_predictions_loss: 0.6334 60/2167 [..............................] - ETA: 10:36 - loss: 425.2584 - logits_profile_predictions_loss: 411.6398 - logcount_predictions_loss: 0.6334 61/2167 [..............................] - ETA: 10:36 - loss: 425.3260 - logits_profile_predictions_loss: 411.7065 - logcount_predictions_loss: 0.6335 62/2167 [..............................] - ETA: 10:35 - loss: 425.3988 - logits_profile_predictions_loss: 411.7788 - logcount_predictions_loss: 0.6335 63/2167 [..............................] - ETA: 10:35 - loss: 425.4755 - logits_profile_predictions_loss: 411.8546 - logcount_predictions_loss: 0.6335 64/2167 [..............................] - ETA: 10:35 - loss: 425.5528 - logits_profile_predictions_loss: 411.9316 - logcount_predictions_loss: 0.6335 65/2167 [..............................] - ETA: 10:34 - loss: 425.6251 - logits_profile_predictions_loss: 412.0040 - logcount_predictions_loss: 0.6335 66/2167 [..............................] - ETA: 10:34 - loss: 425.7096 - logits_profile_predictions_loss: 412.0890 - logcount_predictions_loss: 0.6335 67/2167 [..............................] - ETA: 10:34 - loss: 425.7848 - logits_profile_predictions_loss: 412.1649 - logcount_predictions_loss: 0.6335 68/2167 [..............................] - ETA: 10:34 - loss: 425.8514 - 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[>.............................] - ETA: 10:32 - loss: 426.2971 - logits_profile_predictions_loss: 412.6777 - logcount_predictions_loss: 0.6335 76/2167 [>.............................] - ETA: 10:31 - loss: 426.3707 - logits_profile_predictions_loss: 412.7516 - logcount_predictions_loss: 0.6334 77/2167 [>.............................] - ETA: 10:31 - loss: 426.4395 - logits_profile_predictions_loss: 412.8211 - logcount_predictions_loss: 0.6334 78/2167 [>.............................] - ETA: 10:31 - loss: 426.5028 - logits_profile_predictions_loss: 412.8856 - logcount_predictions_loss: 0.6334 79/2167 [>.............................] - ETA: 10:31 - loss: 426.5658 - logits_profile_predictions_loss: 412.9502 - logcount_predictions_loss: 0.6333 80/2167 [>.............................] - ETA: 10:30 - loss: 426.6245 - logits_profile_predictions_loss: 413.0100 - logcount_predictions_loss: 0.6332 81/2167 [>.............................] - ETA: 10:30 - loss: 426.6814 - 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[>.............................] - ETA: 10:28 - loss: 427.1302 - logits_profile_predictions_loss: 413.5309 - logcount_predictions_loss: 0.6325 89/2167 [>.............................] - ETA: 10:28 - loss: 427.2002 - logits_profile_predictions_loss: 413.6035 - logcount_predictions_loss: 0.6324 90/2167 [>.............................] - ETA: 10:27 - loss: 427.2664 - logits_profile_predictions_loss: 413.6726 - logcount_predictions_loss: 0.6323 91/2167 [>.............................] - ETA: 10:27 - loss: 427.3246 - logits_profile_predictions_loss: 413.7335 - logcount_predictions_loss: 0.6321 92/2167 [>.............................] - ETA: 10:27 - loss: 427.3783 - logits_profile_predictions_loss: 413.7902 - logcount_predictions_loss: 0.6320 93/2167 [>.............................] - ETA: 10:26 - loss: 427.4329 - logits_profile_predictions_loss: 413.8480 - logcount_predictions_loss: 0.6319 94/2167 [>.............................] - ETA: 10:26 - loss: 427.4863 - 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[>.............................] - ETA: 10:24 - loss: 427.8720 - logits_profile_predictions_loss: 414.3203 - logcount_predictions_loss: 0.6303 102/2167 [>.............................] - ETA: 10:24 - loss: 427.9331 - logits_profile_predictions_loss: 414.3860 - logcount_predictions_loss: 0.6301 103/2167 [>.............................] - ETA: 10:24 - loss: 427.9948 - logits_profile_predictions_loss: 414.4525 - logcount_predictions_loss: 0.6299 104/2167 [>.............................] - ETA: 10:23 - loss: 428.0555 - logits_profile_predictions_loss: 414.5178 - logcount_predictions_loss: 0.6297 105/2167 [>.............................] - ETA: 10:23 - loss: 428.1117 - logits_profile_predictions_loss: 414.5786 - logcount_predictions_loss: 0.6295 106/2167 [>.............................] - ETA: 10:23 - loss: 428.1628 - logits_profile_predictions_loss: 414.6346 - logcount_predictions_loss: 0.6292 107/2167 [>.............................] - ETA: 10:22 - loss: 428.2088 - 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[>.............................] - ETA: 10:20 - loss: 428.4837 - logits_profile_predictions_loss: 414.9958 - logcount_predictions_loss: 0.6273 115/2167 [>.............................] - ETA: 10:20 - loss: 428.5284 - logits_profile_predictions_loss: 415.0456 - logcount_predictions_loss: 0.6271 116/2167 [>.............................] - ETA: 10:20 - loss: 428.5746 - logits_profile_predictions_loss: 415.0969 - logcount_predictions_loss: 0.6269 117/2167 [>.............................] - ETA: 10:19 - loss: 428.6197 - logits_profile_predictions_loss: 415.1468 - logcount_predictions_loss: 0.6267 118/2167 [>.............................] - ETA: 10:19 - loss: 428.6623 - logits_profile_predictions_loss: 415.1941 - logcount_predictions_loss: 0.6264 119/2167 [>.............................] - ETA: 10:19 - loss: 428.7045 - logits_profile_predictions_loss: 415.2409 - logcount_predictions_loss: 0.6262 120/2167 [>.............................] - ETA: 10:19 - loss: 428.7443 - 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[===>..........................] - ETA: 9:11 - loss: 432.0772 - logits_profile_predictions_loss: 419.0150 - logcount_predictions_loss: 0.6075 349/2167 [===>..........................] - ETA: 9:10 - loss: 432.0834 - logits_profile_predictions_loss: 419.0219 - logcount_predictions_loss: 0.6075 350/2167 [===>..........................] - ETA: 9:10 - loss: 432.0896 - logits_profile_predictions_loss: 419.0288 - logcount_predictions_loss: 0.6075 351/2167 [===>..........................] - ETA: 9:10 - loss: 432.0956 - logits_profile_predictions_loss: 419.0355 - logcount_predictions_loss: 0.6074 352/2167 [===>..........................] - ETA: 9:10 - loss: 432.1018 - logits_profile_predictions_loss: 419.0424 - logcount_predictions_loss: 0.6074 353/2167 [===>..........................] - ETA: 9:09 - loss: 432.1082 - logits_profile_predictions_loss: 419.0495 - logcount_predictions_loss: 0.6074 354/2167 [===>..........................] - ETA: 9:09 - loss: 432.1145 - 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[===>..........................] - ETA: 9:07 - loss: 432.1565 - logits_profile_predictions_loss: 419.1035 - logcount_predictions_loss: 0.6071 362/2167 [====>.........................] - ETA: 9:07 - loss: 432.1627 - logits_profile_predictions_loss: 419.1103 - logcount_predictions_loss: 0.6071 363/2167 [====>.........................] - ETA: 9:06 - loss: 432.1691 - logits_profile_predictions_loss: 419.1173 - logcount_predictions_loss: 0.6071 364/2167 [====>.........................] - ETA: 9:06 - loss: 432.1752 - logits_profile_predictions_loss: 419.1240 - logcount_predictions_loss: 0.6070 365/2167 [====>.........................] - ETA: 9:06 - loss: 432.1814 - logits_profile_predictions_loss: 419.1308 - logcount_predictions_loss: 0.6070 366/2167 [====>.........................] - ETA: 9:05 - loss: 432.1881 - logits_profile_predictions_loss: 419.1380 - logcount_predictions_loss: 0.6070 367/2167 [====>.........................] - ETA: 9:05 - loss: 432.1946 - 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[====>.........................] - ETA: 9:03 - loss: 432.2408 - logits_profile_predictions_loss: 419.1942 - logcount_predictions_loss: 0.6068 375/2167 [====>.........................] - ETA: 9:03 - loss: 432.2474 - logits_profile_predictions_loss: 419.2012 - logcount_predictions_loss: 0.6068 376/2167 [====>.........................] - ETA: 9:02 - loss: 432.2538 - logits_profile_predictions_loss: 419.2080 - logcount_predictions_loss: 0.6068 377/2167 [====>.........................] - ETA: 9:02 - loss: 432.2602 - logits_profile_predictions_loss: 419.2149 - logcount_predictions_loss: 0.6068 378/2167 [====>.........................] - ETA: 9:02 - loss: 432.2669 - logits_profile_predictions_loss: 419.2220 - logcount_predictions_loss: 0.6067 379/2167 [====>.........................] - ETA: 9:01 - loss: 432.2732 - logits_profile_predictions_loss: 419.2286 - logcount_predictions_loss: 0.6067 380/2167 [====>.........................] - ETA: 9:01 - loss: 432.2796 - 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[====>.........................] - ETA: 8:59 - loss: 432.3233 - logits_profile_predictions_loss: 419.2818 - logcount_predictions_loss: 0.6066 388/2167 [====>.........................] - ETA: 8:59 - loss: 432.3292 - logits_profile_predictions_loss: 419.2880 - logcount_predictions_loss: 0.6066 389/2167 [====>.........................] - ETA: 8:58 - loss: 432.3354 - logits_profile_predictions_loss: 419.2946 - logcount_predictions_loss: 0.6066 390/2167 [====>.........................] - ETA: 8:58 - loss: 432.3420 - logits_profile_predictions_loss: 419.3015 - logcount_predictions_loss: 0.6065 391/2167 [====>.........................] - ETA: 8:58 - loss: 432.3484 - logits_profile_predictions_loss: 419.3083 - logcount_predictions_loss: 0.6065 392/2167 [====>.........................] - ETA: 8:58 - loss: 432.3547 - logits_profile_predictions_loss: 419.3148 - logcount_predictions_loss: 0.6065 393/2167 [====>.........................] - ETA: 8:57 - loss: 432.3612 - logits_profile_predictions_loss: 419.3216 - logcount_predictions_loss: 0.6065 394/2167 [====>.........................] - ETA: 8:57 - loss: 432.3673 - logits_profile_predictions_loss: 419.3281 - logcount_predictions_loss: 0.6065 395/2167 [====>.........................] - ETA: 8:57 - loss: 432.3734 - logits_profile_predictions_loss: 419.3345 - logcount_predictions_loss: 0.6065 396/2167 [====>.........................] - ETA: 8:56 - loss: 432.3791 - logits_profile_predictions_loss: 419.3405 - logcount_predictions_loss: 0.6064 397/2167 [====>.........................] - ETA: 8:56 - loss: 432.3844 - logits_profile_predictions_loss: 419.3462 - logcount_predictions_loss: 0.6064 398/2167 [====>.........................] - ETA: 8:56 - loss: 432.3896 - logits_profile_predictions_loss: 419.3516 - logcount_predictions_loss: 0.6064 399/2167 [====>.........................] - ETA: 8:55 - loss: 432.3948 - logits_profile_predictions_loss: 419.3572 - logcount_predictions_loss: 0.6064 400/2167 [====>.........................] - ETA: 8:55 - loss: 432.4002 - logits_profile_predictions_loss: 419.3628 - logcount_predictions_loss: 0.6064 401/2167 [====>.........................] - ETA: 8:55 - loss: 432.4056 - logits_profile_predictions_loss: 419.3686 - logcount_predictions_loss: 0.6064 402/2167 [====>.........................] - ETA: 8:55 - loss: 432.4111 - logits_profile_predictions_loss: 419.3744 - logcount_predictions_loss: 0.6064 403/2167 [====>.........................] - ETA: 8:54 - loss: 432.4164 - logits_profile_predictions_loss: 419.3800 - logcount_predictions_loss: 0.6063 404/2167 [====>.........................] - ETA: 8:54 - loss: 432.4216 - logits_profile_predictions_loss: 419.3855 - logcount_predictions_loss: 0.6063 405/2167 [====>.........................] - ETA: 8:54 - loss: 432.4269 - logits_profile_predictions_loss: 419.3909 - logcount_predictions_loss: 0.6063 406/2167 [====>.........................] - ETA: 8:53 - loss: 432.4320 - 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[===========================>..] - ETA: 23s - loss: 433.9637 - logits_profile_predictions_loss: 421.0833 - logcount_predictions_loss: 0.5991 2091/2167 [===========================>..] - ETA: 23s - loss: 433.9635 - logits_profile_predictions_loss: 421.0831 - logcount_predictions_loss: 0.5991 2092/2167 [===========================>..] - ETA: 22s - loss: 433.9632 - logits_profile_predictions_loss: 421.0830 - logcount_predictions_loss: 0.5991 2093/2167 [===========================>..] - ETA: 22s - loss: 433.9630 - logits_profile_predictions_loss: 421.0828 - logcount_predictions_loss: 0.5991 2094/2167 [===========================>..] - ETA: 22s - loss: 433.9627 - logits_profile_predictions_loss: 421.0826 - logcount_predictions_loss: 0.5991 2095/2167 [============================>.] - ETA: 21s - loss: 433.9625 - logits_profile_predictions_loss: 421.0825 - logcount_predictions_loss: 0.5991 2096/2167 [============================>.] - ETA: 21s - loss: 433.9622 - 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[============================>.] - ETA: 19s - loss: 433.9605 - logits_profile_predictions_loss: 421.0812 - logcount_predictions_loss: 0.5990 2104/2167 [============================>.] - ETA: 19s - loss: 433.9602 - logits_profile_predictions_loss: 421.0810 - logcount_predictions_loss: 0.5990 2105/2167 [============================>.] - ETA: 18s - loss: 433.9600 - logits_profile_predictions_loss: 421.0808 - logcount_predictions_loss: 0.5990 2106/2167 [============================>.] - ETA: 18s - loss: 433.9597 - logits_profile_predictions_loss: 421.0807 - logcount_predictions_loss: 0.5990 2107/2167 [============================>.] - ETA: 18s - loss: 433.9595 - logits_profile_predictions_loss: 421.0805 - logcount_predictions_loss: 0.5990 2108/2167 [============================>.] - ETA: 17s - loss: 433.9592 - logits_profile_predictions_loss: 421.0804 - logcount_predictions_loss: 0.5990 2109/2167 [============================>.] - ETA: 17s - loss: 433.9590 - 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[============================>.] - ETA: 15s - loss: 433.9572 - logits_profile_predictions_loss: 421.0791 - logcount_predictions_loss: 0.5990 2117/2167 [============================>.] - ETA: 15s - loss: 433.9569 - logits_profile_predictions_loss: 421.0789 - logcount_predictions_loss: 0.5990 2118/2167 [============================>.] - ETA: 14s - loss: 433.9567 - logits_profile_predictions_loss: 421.0787 - logcount_predictions_loss: 0.5990 2119/2167 [============================>.] - ETA: 14s - loss: 433.9564 - logits_profile_predictions_loss: 421.0785 - logcount_predictions_loss: 0.5990 2120/2167 [============================>.] - ETA: 14s - loss: 433.9561 - logits_profile_predictions_loss: 421.0783 - logcount_predictions_loss: 0.5990 2121/2167 [============================>.] - ETA: 13s - loss: 433.9558 - logits_profile_predictions_loss: 421.0782 - logcount_predictions_loss: 0.5990 2122/2167 [============================>.] - ETA: 13s - loss: 433.9556 - 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[============================>.] - ETA: 11s - loss: 433.9538 - logits_profile_predictions_loss: 421.0769 - logcount_predictions_loss: 0.5989 2130/2167 [============================>.] - ETA: 11s - loss: 433.9536 - logits_profile_predictions_loss: 421.0767 - logcount_predictions_loss: 0.5989 2131/2167 [============================>.] - ETA: 10s - loss: 433.9534 - logits_profile_predictions_loss: 421.0766 - logcount_predictions_loss: 0.5989 2132/2167 [============================>.] - ETA: 10s - loss: 433.9531 - logits_profile_predictions_loss: 421.0765 - logcount_predictions_loss: 0.5989 2133/2167 [============================>.] - ETA: 10s - loss: 433.9529 - logits_profile_predictions_loss: 421.0763 - logcount_predictions_loss: 0.5989 2134/2167 [============================>.] - ETA: 10s - loss: 433.9527 - logits_profile_predictions_loss: 421.0762 - logcount_predictions_loss: 0.5989 2135/2167 [============================>.] - ETA: 9s - loss: 433.9524 - logits_profile_predictions_loss: 421.0760 - logcount_predictions_loss: 0.5989  2136/2167 [============================>.] - ETA: 9s - loss: 433.9522 - logits_profile_predictions_loss: 421.0759 - logcount_predictions_loss: 0.5989 2137/2167 [============================>.] - ETA: 9s - loss: 433.9519 - logits_profile_predictions_loss: 421.0757 - logcount_predictions_loss: 0.5989 2138/2167 [============================>.] - ETA: 8s - loss: 433.9517 - logits_profile_predictions_loss: 421.0755 - logcount_predictions_loss: 0.5989 2139/2167 [============================>.] - ETA: 8s - loss: 433.9515 - logits_profile_predictions_loss: 421.0754 - logcount_predictions_loss: 0.5989 2140/2167 [============================>.] - ETA: 8s - loss: 433.9512 - logits_profile_predictions_loss: 421.0752 - logcount_predictions_loss: 0.5989 2141/2167 [============================>.] - ETA: 7s - loss: 433.9510 - logits_profile_predictions_loss: 421.0751 - logcount_predictions_loss: 0.5989 2142/2167 [============================>.] - ETA: 7s - 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2149/2167 [============================>.] - ETA: 5s - loss: 433.9491 - logits_profile_predictions_loss: 421.0738 - logcount_predictions_loss: 0.5988 2150/2167 [============================>.] - ETA: 5s - loss: 433.9488 - logits_profile_predictions_loss: 421.0737 - logcount_predictions_loss: 0.5988 2151/2167 [============================>.] - ETA: 4s - loss: 433.9486 - logits_profile_predictions_loss: 421.0736 - logcount_predictions_loss: 0.5988 2152/2167 [============================>.] - ETA: 4s - loss: 433.9484 - logits_profile_predictions_loss: 421.0734 - logcount_predictions_loss: 0.5988 2153/2167 [============================>.] - ETA: 4s - loss: 433.9481 - logits_profile_predictions_loss: 421.0733 - logcount_predictions_loss: 0.5988 2154/2167 [============================>.] - ETA: 3s - loss: 433.9479 - logits_profile_predictions_loss: 421.0731 - logcount_predictions_loss: 0.5988 2155/2167 [============================>.] - ETA: 3s - loss: 433.9477 - logits_profile_predictions_loss: 421.0730 - logcount_predictions_loss: 0.5988 2156/2167 [============================>.] - ETA: 3s - loss: 433.9475 - logits_profile_predictions_loss: 421.0728 - logcount_predictions_loss: 0.5988 2157/2167 [============================>.] - ETA: 3s - loss: 433.9473 - logits_profile_predictions_loss: 421.0727 - logcount_predictions_loss: 0.5988 2158/2167 [============================>.] - ETA: 2s - loss: 433.9470 - logits_profile_predictions_loss: 421.0726 - logcount_predictions_loss: 0.5988 2159/2167 [============================>.] - ETA: 2s - loss: 433.9468 - logits_profile_predictions_loss: 421.0724 - logcount_predictions_loss: 0.5988 2160/2167 [============================>.] - ETA: 2s - loss: 433.9466 - logits_profile_predictions_loss: 421.0723 - logcount_predictions_loss: 0.5988 2161/2167 [============================>.] - ETA: 1s - loss: 433.9464 - logits_profile_predictions_loss: 421.0722 - logcount_predictions_loss: 0.5988 2162/2167 [============================>.] - ETA: 1s - loss: 433.9461 - logits_profile_predictions_loss: 421.0720 - logcount_predictions_loss: 0.5988 2163/2167 [============================>.] - ETA: 1s - loss: 433.9459 - logits_profile_predictions_loss: 421.0719 - logcount_predictions_loss: 0.5988 2164/2167 [============================>.] - ETA: 0s - loss: 433.9457 - logits_profile_predictions_loss: 421.0718 - logcount_predictions_loss: 0.5988 2165/2167 [============================>.] - ETA: 0s - loss: 433.9455 - logits_profile_predictions_loss: 421.0716 - logcount_predictions_loss: 0.5988 2166/2167 [============================>.] - ETA: 0s - loss: 433.9453 - logits_profile_predictions_loss: 421.0715 - logcount_predictions_loss: 0.5988 2167/2167 [==============================] - ETA: 0s - loss: 433.9450 - logits_profile_predictions_loss: 421.0713 - logcount_predictions_loss: 0.5988 2167/2167 [==============================] - 682s 315ms/step - loss: 433.9448 - logits_profile_predictions_loss: 421.0712 - logcount_predictions_loss: 0.5988 - val_loss: 432.2498 - val_logits_profile_predictions_loss: 419.7015 - val_logcount_predictions_loss: 0.5836 Epoch 00004: val_loss improved from 434.28403 to 432.24985, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 5/50 1/2167 [..............................] - ETA: 11:24 - loss: 375.6029 - logits_profile_predictions_loss: 363.1281 - logcount_predictions_loss: 0.5802 2/2167 [..............................] - ETA: 10:50 - loss: 395.1693 - logits_profile_predictions_loss: 382.9573 - logcount_predictions_loss: 0.5680 3/2167 [..............................] - ETA: 10:50 - loss: 397.9522 - logits_profile_predictions_loss: 385.9392 - logcount_predictions_loss: 0.5587 4/2167 [..............................] - ETA: 10:50 - loss: 401.2744 - logits_profile_predictions_loss: 389.4585 - logcount_predictions_loss: 0.5496 5/2167 [..............................] - ETA: 10:50 - loss: 403.7907 - logits_profile_predictions_loss: 392.0501 - logcount_predictions_loss: 0.5461 6/2167 [..............................] - ETA: 10:50 - loss: 404.7746 - logits_profile_predictions_loss: 392.9826 - logcount_predictions_loss: 0.5485 7/2167 [..............................] - ETA: 10:50 - loss: 407.0555 - logits_profile_predictions_loss: 395.0918 - logcount_predictions_loss: 0.5565 8/2167 [..............................] - ETA: 10:49 - loss: 408.4274 - logits_profile_predictions_loss: 396.3542 - logcount_predictions_loss: 0.5615 9/2167 [..............................] - ETA: 10:49 - loss: 409.1703 - logits_profile_predictions_loss: 397.0083 - logcount_predictions_loss: 0.5657 10/2167 [..............................] - ETA: 10:49 - loss: 409.8503 - logits_profile_predictions_loss: 397.6217 - logcount_predictions_loss: 0.5688 11/2167 [..............................] - ETA: 10:48 - loss: 410.3967 - logits_profile_predictions_loss: 398.1078 - logcount_predictions_loss: 0.5716 12/2167 [..............................] - ETA: 10:48 - loss: 411.4426 - logits_profile_predictions_loss: 399.0847 - logcount_predictions_loss: 0.5748 13/2167 [..............................] - ETA: 10:48 - loss: 412.4457 - logits_profile_predictions_loss: 400.0380 - logcount_predictions_loss: 0.5771 14/2167 [..............................] - ETA: 10:47 - loss: 413.4613 - logits_profile_predictions_loss: 401.0137 - logcount_predictions_loss: 0.5790 15/2167 [..............................] - ETA: 10:47 - loss: 414.4419 - logits_profile_predictions_loss: 401.9758 - logcount_predictions_loss: 0.5798 16/2167 [..............................] - ETA: 10:47 - loss: 415.3366 - logits_profile_predictions_loss: 402.8612 - logcount_predictions_loss: 0.5802 17/2167 [..............................] - ETA: 10:47 - loss: 416.0562 - logits_profile_predictions_loss: 403.5658 - logcount_predictions_loss: 0.5810 18/2167 [..............................] - ETA: 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38/2167 [..............................] - ETA: 10:42 - loss: 422.7894 - logits_profile_predictions_loss: 410.2638 - logcount_predictions_loss: 0.5826 39/2167 [..............................] - ETA: 10:42 - loss: 422.8854 - logits_profile_predictions_loss: 410.3644 - logcount_predictions_loss: 0.5824 40/2167 [..............................] - ETA: 10:41 - loss: 423.0315 - logits_profile_predictions_loss: 410.5159 - logcount_predictions_loss: 0.5821 41/2167 [..............................] - ETA: 10:41 - loss: 423.1895 - logits_profile_predictions_loss: 410.6759 - logcount_predictions_loss: 0.5820 42/2167 [..............................] - ETA: 10:41 - loss: 423.3321 - logits_profile_predictions_loss: 410.8218 - logcount_predictions_loss: 0.5819 43/2167 [..............................] - ETA: 10:41 - loss: 423.4917 - logits_profile_predictions_loss: 410.9851 - logcount_predictions_loss: 0.5817 44/2167 [..............................] - ETA: 10:40 - loss: 423.6407 - 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[..............................] - ETA: 10:38 - loss: 424.2576 - logits_profile_predictions_loss: 411.7910 - logcount_predictions_loss: 0.5798 52/2167 [..............................] - ETA: 10:38 - loss: 424.3138 - logits_profile_predictions_loss: 411.8528 - logcount_predictions_loss: 0.5796 53/2167 [..............................] - ETA: 10:38 - loss: 424.3639 - logits_profile_predictions_loss: 411.9087 - logcount_predictions_loss: 0.5793 54/2167 [..............................] - ETA: 10:38 - loss: 424.4205 - logits_profile_predictions_loss: 411.9704 - logcount_predictions_loss: 0.5791 55/2167 [..............................] - ETA: 10:37 - loss: 424.4681 - logits_profile_predictions_loss: 412.0230 - logcount_predictions_loss: 0.5788 56/2167 [..............................] - ETA: 10:37 - loss: 424.5055 - logits_profile_predictions_loss: 412.0650 - logcount_predictions_loss: 0.5786 57/2167 [..............................] - ETA: 10:37 - loss: 424.5448 - 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[===>..........................] - ETA: 9:22 - loss: 429.0032 - logits_profile_predictions_loss: 416.8438 - logcount_predictions_loss: 0.5656 312/2167 [===>..........................] - ETA: 9:22 - loss: 429.0101 - logits_profile_predictions_loss: 416.8510 - logcount_predictions_loss: 0.5655 313/2167 [===>..........................] - ETA: 9:22 - loss: 429.0168 - logits_profile_predictions_loss: 416.8581 - logcount_predictions_loss: 0.5655 314/2167 [===>..........................] - ETA: 9:21 - loss: 429.0235 - logits_profile_predictions_loss: 416.8651 - logcount_predictions_loss: 0.5655 315/2167 [===>..........................] - ETA: 9:21 - loss: 429.0304 - logits_profile_predictions_loss: 416.8722 - logcount_predictions_loss: 0.5655 316/2167 [===>..........................] - ETA: 9:21 - loss: 429.0372 - logits_profile_predictions_loss: 416.8793 - logcount_predictions_loss: 0.5655 317/2167 [===>..........................] - ETA: 9:20 - loss: 429.0443 - 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2151/2167 [============================>.] - ETA: 4s - loss: 429.9167 - logits_profile_predictions_loss: 417.8596 - logcount_predictions_loss: 0.5608 2152/2167 [============================>.] - ETA: 4s - loss: 429.9167 - logits_profile_predictions_loss: 417.8596 - logcount_predictions_loss: 0.5608 2153/2167 [============================>.] - ETA: 4s - loss: 429.9168 - logits_profile_predictions_loss: 417.8597 - logcount_predictions_loss: 0.5608 2154/2167 [============================>.] - ETA: 3s - loss: 429.9168 - logits_profile_predictions_loss: 417.8597 - logcount_predictions_loss: 0.5608 2155/2167 [============================>.] - ETA: 3s - loss: 429.9168 - logits_profile_predictions_loss: 417.8598 - logcount_predictions_loss: 0.5608 2156/2167 [============================>.] - ETA: 3s - loss: 429.9168 - logits_profile_predictions_loss: 417.8598 - logcount_predictions_loss: 0.5608 2157/2167 [============================>.] - ETA: 3s - loss: 429.9169 - logits_profile_predictions_loss: 417.8599 - logcount_predictions_loss: 0.5608 2158/2167 [============================>.] - ETA: 2s - loss: 429.9169 - logits_profile_predictions_loss: 417.8599 - logcount_predictions_loss: 0.5608 2159/2167 [============================>.] - ETA: 2s - loss: 429.9170 - logits_profile_predictions_loss: 417.8600 - logcount_predictions_loss: 0.5608 2160/2167 [============================>.] - ETA: 2s - loss: 429.9170 - logits_profile_predictions_loss: 417.8600 - logcount_predictions_loss: 0.5608 2161/2167 [============================>.] - ETA: 1s - loss: 429.9170 - logits_profile_predictions_loss: 417.8601 - logcount_predictions_loss: 0.5608 2162/2167 [============================>.] - ETA: 1s - loss: 429.9170 - logits_profile_predictions_loss: 417.8601 - logcount_predictions_loss: 0.5608 2163/2167 [============================>.] - ETA: 1s - loss: 429.9170 - logits_profile_predictions_loss: 417.8602 - logcount_predictions_loss: 0.5608 2164/2167 [============================>.] - ETA: 0s - loss: 429.9170 - logits_profile_predictions_loss: 417.8602 - logcount_predictions_loss: 0.5608 2165/2167 [============================>.] - ETA: 0s - loss: 429.9170 - logits_profile_predictions_loss: 417.8602 - logcount_predictions_loss: 0.5608 2166/2167 [============================>.] - ETA: 0s - loss: 429.9170 - logits_profile_predictions_loss: 417.8602 - logcount_predictions_loss: 0.5608 2167/2167 [==============================] - ETA: 0s - loss: 429.9171 - logits_profile_predictions_loss: 417.8603 - logcount_predictions_loss: 0.5608 2167/2167 [==============================] - 683s 315ms/step - loss: 429.9171 - logits_profile_predictions_loss: 417.8603 - logcount_predictions_loss: 0.5608 - val_loss: 431.5349 - val_logits_profile_predictions_loss: 418.6394 - val_logcount_predictions_loss: 0.5998 Epoch 00005: val_loss improved from 432.24985 to 431.53491, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 6/50 1/2167 [..............................] - ETA: 11:19 - loss: 419.4622 - logits_profile_predictions_loss: 406.4580 - logcount_predictions_loss: 0.6048 2/2167 [..............................] - ETA: 10:54 - loss: 423.8533 - logits_profile_predictions_loss: 411.4644 - logcount_predictions_loss: 0.5762 3/2167 [..............................] - ETA: 10:53 - loss: 427.0354 - logits_profile_predictions_loss: 415.0247 - logcount_predictions_loss: 0.5586 4/2167 [..............................] - ETA: 10:54 - loss: 428.7545 - logits_profile_predictions_loss: 416.9590 - logcount_predictions_loss: 0.5486 5/2167 [..............................] - ETA: 10:54 - loss: 430.4257 - logits_profile_predictions_loss: 418.7878 - logcount_predictions_loss: 0.5413 6/2167 [..............................] - ETA: 10:53 - loss: 431.8855 - logits_profile_predictions_loss: 420.3529 - 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431.9637 - logits_profile_predictions_loss: 420.6492 - logcount_predictions_loss: 0.5263 14/2167 [..............................] - ETA: 10:52 - loss: 432.0158 - logits_profile_predictions_loss: 420.7152 - logcount_predictions_loss: 0.5256 15/2167 [..............................] - ETA: 10:51 - loss: 431.9543 - logits_profile_predictions_loss: 420.6801 - logcount_predictions_loss: 0.5244 16/2167 [..............................] - ETA: 10:51 - loss: 431.7685 - logits_profile_predictions_loss: 420.5223 - logcount_predictions_loss: 0.5231 17/2167 [..............................] - ETA: 10:51 - loss: 431.6301 - logits_profile_predictions_loss: 420.3863 - logcount_predictions_loss: 0.5230 18/2167 [..............................] - ETA: 10:50 - loss: 431.3867 - logits_profile_predictions_loss: 420.1494 - logcount_predictions_loss: 0.5227 19/2167 [..............................] - ETA: 10:50 - loss: 431.1265 - logits_profile_predictions_loss: 419.9034 - logcount_predictions_loss: 0.5220 20/2167 [..............................] - ETA: 10:50 - loss: 430.9221 - logits_profile_predictions_loss: 419.7040 - logcount_predictions_loss: 0.5218 21/2167 [..............................] - ETA: 10:50 - loss: 430.7362 - logits_profile_predictions_loss: 419.5113 - logcount_predictions_loss: 0.5221 22/2167 [..............................] - ETA: 10:49 - loss: 430.5996 - logits_profile_predictions_loss: 419.3731 - logcount_predictions_loss: 0.5222 23/2167 [..............................] - ETA: 10:49 - loss: 430.5297 - logits_profile_predictions_loss: 419.3048 - logcount_predictions_loss: 0.5221 24/2167 [..............................] - ETA: 10:49 - loss: 430.4490 - logits_profile_predictions_loss: 419.2246 - logcount_predictions_loss: 0.5221 25/2167 [..............................] - ETA: 10:48 - loss: 430.3346 - logits_profile_predictions_loss: 419.1150 - logcount_predictions_loss: 0.5218 26/2167 [..............................] - ETA: 10:48 - loss: 430.2133 - logits_profile_predictions_loss: 418.9985 - logcount_predictions_loss: 0.5216 27/2167 [..............................] - ETA: 10:48 - loss: 430.0620 - logits_profile_predictions_loss: 418.8504 - logcount_predictions_loss: 0.5215 28/2167 [..............................] - ETA: 10:48 - loss: 429.9249 - logits_profile_predictions_loss: 418.7157 - logcount_predictions_loss: 0.5214 29/2167 [..............................] - ETA: 10:47 - loss: 429.7662 - logits_profile_predictions_loss: 418.5524 - logcount_predictions_loss: 0.5216 30/2167 [..............................] - ETA: 10:47 - loss: 429.6404 - logits_profile_predictions_loss: 418.4235 - logcount_predictions_loss: 0.5217 31/2167 [..............................] - ETA: 10:47 - loss: 429.5121 - logits_profile_predictions_loss: 418.2937 - logcount_predictions_loss: 0.5218 32/2167 [..............................] - ETA: 10:46 - loss: 429.4052 - logits_profile_predictions_loss: 418.1840 - logcount_predictions_loss: 0.5219 33/2167 [..............................] - ETA: 10:46 - loss: 429.3399 - logits_profile_predictions_loss: 418.1144 - logcount_predictions_loss: 0.5221 34/2167 [..............................] - ETA: 10:46 - loss: 429.2949 - logits_profile_predictions_loss: 418.0658 - logcount_predictions_loss: 0.5223 35/2167 [..............................] - ETA: 10:45 - loss: 429.2385 - logits_profile_predictions_loss: 418.0054 - logcount_predictions_loss: 0.5225 36/2167 [..............................] - ETA: 10:45 - loss: 429.1939 - logits_profile_predictions_loss: 417.9564 - logcount_predictions_loss: 0.5227 37/2167 [..............................] - ETA: 10:45 - loss: 429.1315 - logits_profile_predictions_loss: 417.8878 - logcount_predictions_loss: 0.5230 38/2167 [..............................] - ETA: 10:45 - loss: 429.0948 - logits_profile_predictions_loss: 417.8449 - logcount_predictions_loss: 0.5233 39/2167 [..............................] - ETA: 10:44 - loss: 429.0756 - logits_profile_predictions_loss: 417.8200 - logcount_predictions_loss: 0.5235 40/2167 [..............................] - ETA: 10:44 - loss: 429.0652 - logits_profile_predictions_loss: 417.8038 - logcount_predictions_loss: 0.5238 41/2167 [..............................] - ETA: 10:44 - loss: 429.0346 - logits_profile_predictions_loss: 417.7694 - logcount_predictions_loss: 0.5240 42/2167 [..............................] - ETA: 10:44 - loss: 428.9906 - logits_profile_predictions_loss: 417.7230 - logcount_predictions_loss: 0.5241 43/2167 [..............................] - ETA: 10:43 - loss: 428.9567 - logits_profile_predictions_loss: 417.6864 - logcount_predictions_loss: 0.5242 44/2167 [..............................] - ETA: 10:43 - loss: 428.9365 - logits_profile_predictions_loss: 417.6636 - logcount_predictions_loss: 0.5243 45/2167 [..............................] - ETA: 10:43 - loss: 428.8918 - logits_profile_predictions_loss: 417.6160 - logcount_predictions_loss: 0.5245 46/2167 [..............................] - ETA: 10:42 - loss: 428.8495 - logits_profile_predictions_loss: 417.5707 - logcount_predictions_loss: 0.5246 47/2167 [..............................] - ETA: 10:42 - loss: 428.8076 - logits_profile_predictions_loss: 417.5261 - logcount_predictions_loss: 0.5247 48/2167 [..............................] - ETA: 10:42 - loss: 428.7475 - logits_profile_predictions_loss: 417.4637 - logcount_predictions_loss: 0.5248 49/2167 [..............................] - ETA: 10:42 - loss: 428.7068 - logits_profile_predictions_loss: 417.4221 - logcount_predictions_loss: 0.5249 50/2167 [..............................] - ETA: 10:41 - loss: 428.6592 - logits_profile_predictions_loss: 417.3743 - logcount_predictions_loss: 0.5249 51/2167 [..............................] - ETA: 10:41 - loss: 428.6012 - logits_profile_predictions_loss: 417.3173 - logcount_predictions_loss: 0.5248 52/2167 [..............................] - ETA: 10:41 - loss: 428.5637 - 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[..............................] - ETA: 10:39 - loss: 428.4489 - logits_profile_predictions_loss: 417.1636 - logcount_predictions_loss: 0.5249 60/2167 [..............................] - ETA: 10:38 - loss: 428.4472 - logits_profile_predictions_loss: 417.1611 - logcount_predictions_loss: 0.5249 61/2167 [..............................] - ETA: 10:38 - loss: 428.4569 - logits_profile_predictions_loss: 417.1703 - logcount_predictions_loss: 0.5250 62/2167 [..............................] - ETA: 10:38 - loss: 428.4704 - logits_profile_predictions_loss: 417.1832 - logcount_predictions_loss: 0.5250 63/2167 [..............................] - ETA: 10:37 - loss: 428.4785 - logits_profile_predictions_loss: 417.1917 - logcount_predictions_loss: 0.5250 64/2167 [..............................] - ETA: 10:37 - loss: 428.4815 - logits_profile_predictions_loss: 417.1962 - logcount_predictions_loss: 0.5249 65/2167 [..............................] - ETA: 10:37 - loss: 428.4861 - 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[..............................] - ETA: 10:35 - loss: 428.4166 - logits_profile_predictions_loss: 417.1478 - logcount_predictions_loss: 0.5241 73/2167 [>.............................] - ETA: 10:35 - loss: 428.3902 - logits_profile_predictions_loss: 417.1243 - logcount_predictions_loss: 0.5240 74/2167 [>.............................] - ETA: 10:35 - loss: 428.3676 - logits_profile_predictions_loss: 417.1043 - logcount_predictions_loss: 0.5239 75/2167 [>.............................] - ETA: 10:34 - loss: 428.3383 - logits_profile_predictions_loss: 417.0771 - logcount_predictions_loss: 0.5238 76/2167 [>.............................] - ETA: 10:34 - loss: 428.3097 - logits_profile_predictions_loss: 417.0510 - logcount_predictions_loss: 0.5237 77/2167 [>.............................] - ETA: 10:34 - loss: 428.2816 - logits_profile_predictions_loss: 417.0253 - logcount_predictions_loss: 0.5236 78/2167 [>.............................] - ETA: 10:33 - loss: 428.2603 - 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[>.............................] - ETA: 10:31 - loss: 428.1593 - logits_profile_predictions_loss: 416.9172 - logcount_predictions_loss: 0.5229 86/2167 [>.............................] - ETA: 10:31 - loss: 428.1407 - logits_profile_predictions_loss: 416.9006 - logcount_predictions_loss: 0.5228 87/2167 [>.............................] - ETA: 10:31 - loss: 428.1220 - logits_profile_predictions_loss: 416.8838 - logcount_predictions_loss: 0.5227 88/2167 [>.............................] - ETA: 10:30 - loss: 428.1100 - logits_profile_predictions_loss: 416.8727 - logcount_predictions_loss: 0.5227 89/2167 [>.............................] - ETA: 10:30 - loss: 428.0953 - logits_profile_predictions_loss: 416.8591 - logcount_predictions_loss: 0.5226 90/2167 [>.............................] - ETA: 10:30 - loss: 428.0785 - logits_profile_predictions_loss: 416.8434 - logcount_predictions_loss: 0.5226 91/2167 [>.............................] - ETA: 10:30 - loss: 428.0598 - 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[>.............................] - ETA: 10:27 - loss: 427.9547 - logits_profile_predictions_loss: 416.7284 - logcount_predictions_loss: 0.5221 99/2167 [>.............................] - ETA: 10:27 - loss: 427.9421 - logits_profile_predictions_loss: 416.7167 - logcount_predictions_loss: 0.5221 100/2167 [>.............................] - ETA: 10:27 - loss: 427.9286 - logits_profile_predictions_loss: 416.7037 - logcount_predictions_loss: 0.5221 101/2167 [>.............................] - ETA: 10:27 - loss: 427.9088 - logits_profile_predictions_loss: 416.6846 - logcount_predictions_loss: 0.5221 102/2167 [>.............................] - ETA: 10:26 - loss: 427.8894 - logits_profile_predictions_loss: 416.6658 - logcount_predictions_loss: 0.5220 103/2167 [>.............................] - ETA: 10:26 - loss: 427.8690 - logits_profile_predictions_loss: 416.6460 - logcount_predictions_loss: 0.5220 104/2167 [>.............................] - ETA: 10:26 - loss: 427.8510 - 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[===>..........................] - ETA: 9:10 - loss: 426.8425 - logits_profile_predictions_loss: 415.6320 - logcount_predictions_loss: 0.5214 359/2167 [===>..........................] - ETA: 9:09 - loss: 426.8431 - logits_profile_predictions_loss: 415.6325 - logcount_predictions_loss: 0.5214 360/2167 [===>..........................] - ETA: 9:09 - loss: 426.8436 - logits_profile_predictions_loss: 415.6328 - logcount_predictions_loss: 0.5214 361/2167 [===>..........................] - ETA: 9:09 - loss: 426.8443 - logits_profile_predictions_loss: 415.6334 - logcount_predictions_loss: 0.5214 362/2167 [====>.........................] - ETA: 9:08 - loss: 426.8452 - logits_profile_predictions_loss: 415.6343 - logcount_predictions_loss: 0.5214 363/2167 [====>.........................] - ETA: 9:08 - loss: 426.8462 - logits_profile_predictions_loss: 415.6351 - logcount_predictions_loss: 0.5215 364/2167 [====>.........................] - ETA: 9:08 - loss: 426.8474 - 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[====>.........................] - ETA: 9:06 - loss: 426.8600 - logits_profile_predictions_loss: 415.6478 - logcount_predictions_loss: 0.5215 372/2167 [====>.........................] - ETA: 9:05 - loss: 426.8617 - logits_profile_predictions_loss: 415.6495 - logcount_predictions_loss: 0.5215 373/2167 [====>.........................] - ETA: 9:05 - loss: 426.8636 - logits_profile_predictions_loss: 415.6511 - logcount_predictions_loss: 0.5215 374/2167 [====>.........................] - ETA: 9:05 - loss: 426.8653 - logits_profile_predictions_loss: 415.6526 - logcount_predictions_loss: 0.5215 375/2167 [====>.........................] - ETA: 9:04 - loss: 426.8667 - logits_profile_predictions_loss: 415.6539 - logcount_predictions_loss: 0.5215 376/2167 [====>.........................] - ETA: 9:04 - loss: 426.8683 - logits_profile_predictions_loss: 415.6553 - logcount_predictions_loss: 0.5215 377/2167 [====>.........................] - ETA: 9:04 - loss: 426.8700 - 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2159/2167 [============================>.] - ETA: 2s - loss: 426.8708 - logits_profile_predictions_loss: 415.4705 - logcount_predictions_loss: 0.5302 2160/2167 [============================>.] - ETA: 2s - loss: 426.8706 - logits_profile_predictions_loss: 415.4703 - logcount_predictions_loss: 0.5302 2161/2167 [============================>.] - ETA: 1s - loss: 426.8704 - logits_profile_predictions_loss: 415.4701 - logcount_predictions_loss: 0.5302 2162/2167 [============================>.] - ETA: 1s - loss: 426.8702 - logits_profile_predictions_loss: 415.4699 - logcount_predictions_loss: 0.5302 2163/2167 [============================>.] - ETA: 1s - loss: 426.8700 - logits_profile_predictions_loss: 415.4697 - logcount_predictions_loss: 0.5302 2164/2167 [============================>.] - ETA: 0s - loss: 426.8697 - logits_profile_predictions_loss: 415.4695 - logcount_predictions_loss: 0.5302 2165/2167 [============================>.] - ETA: 0s - loss: 426.8695 - logits_profile_predictions_loss: 415.4693 - logcount_predictions_loss: 0.5302 2166/2167 [============================>.] - ETA: 0s - loss: 426.8693 - logits_profile_predictions_loss: 415.4691 - logcount_predictions_loss: 0.5302 2167/2167 [==============================] - ETA: 0s - loss: 426.8691 - logits_profile_predictions_loss: 415.4690 - logcount_predictions_loss: 0.5302 2167/2167 [==============================] - 685s 316ms/step - loss: 426.8689 - logits_profile_predictions_loss: 415.4688 - logcount_predictions_loss: 0.5302 - val_loss: 431.1355 - val_logits_profile_predictions_loss: 419.1218 - val_logcount_predictions_loss: 0.5588 Epoch 00006: val_loss improved from 431.53491 to 431.13553, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 7/50 1/2167 [..............................] - ETA: 11:32 - loss: 369.6996 - logits_profile_predictions_loss: 357.6707 - logcount_predictions_loss: 0.5595 2/2167 [..............................] - ETA: 10:54 - loss: 380.2062 - logits_profile_predictions_loss: 367.3097 - logcount_predictions_loss: 0.5998 3/2167 [..............................] - ETA: 10:54 - loss: 383.9947 - logits_profile_predictions_loss: 371.5180 - logcount_predictions_loss: 0.5803 4/2167 [..............................] - ETA: 10:55 - loss: 385.1838 - logits_profile_predictions_loss: 373.0784 - logcount_predictions_loss: 0.5630 5/2167 [..............................] - ETA: 10:55 - loss: 387.4932 - logits_profile_predictions_loss: 375.5583 - logcount_predictions_loss: 0.5551 6/2167 [..............................] - ETA: 10:55 - loss: 390.6952 - logits_profile_predictions_loss: 378.8182 - logcount_predictions_loss: 0.5524 7/2167 [..............................] - ETA: 10:54 - loss: 391.6351 - logits_profile_predictions_loss: 379.8547 - logcount_predictions_loss: 0.5479 8/2167 [..............................] - ETA: 10:54 - loss: 392.6048 - logits_profile_predictions_loss: 380.9050 - logcount_predictions_loss: 0.5442 9/2167 [..............................] - ETA: 10:54 - loss: 393.5756 - logits_profile_predictions_loss: 381.8944 - logcount_predictions_loss: 0.5433 10/2167 [..............................] - ETA: 10:54 - loss: 394.9306 - logits_profile_predictions_loss: 383.2465 - logcount_predictions_loss: 0.5434 11/2167 [..............................] - ETA: 10:54 - loss: 396.2336 - logits_profile_predictions_loss: 384.5720 - logcount_predictions_loss: 0.5424 12/2167 [..............................] - ETA: 10:53 - loss: 397.7247 - logits_profile_predictions_loss: 386.0798 - logcount_predictions_loss: 0.5416 13/2167 [..............................] - ETA: 10:53 - loss: 399.2613 - logits_profile_predictions_loss: 387.6344 - logcount_predictions_loss: 0.5408 14/2167 [..............................] - ETA: 10:53 - loss: 400.5421 - logits_profile_predictions_loss: 388.9439 - logcount_predictions_loss: 0.5395 15/2167 [..............................] - ETA: 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logits_profile_predictions_loss: 411.6377 - logcount_predictions_loss: 0.5003 341/2167 [===>..........................] - ETA: 9:15 - loss: 422.4012 - logits_profile_predictions_loss: 411.6447 - logcount_predictions_loss: 0.5003 342/2167 [===>..........................] - ETA: 9:15 - loss: 422.4081 - logits_profile_predictions_loss: 411.6517 - logcount_predictions_loss: 0.5003 343/2167 [===>..........................] - ETA: 9:15 - loss: 422.4148 - logits_profile_predictions_loss: 411.6584 - logcount_predictions_loss: 0.5003 344/2167 [===>..........................] - ETA: 9:15 - loss: 422.4215 - logits_profile_predictions_loss: 411.6651 - logcount_predictions_loss: 0.5003 345/2167 [===>..........................] - ETA: 9:14 - loss: 422.4280 - logits_profile_predictions_loss: 411.6717 - logcount_predictions_loss: 0.5003 346/2167 [===>..........................] - ETA: 9:14 - loss: 422.4344 - logits_profile_predictions_loss: 411.6782 - logcount_predictions_loss: 0.5003 347/2167 [===>..........................] - ETA: 9:14 - loss: 422.4412 - logits_profile_predictions_loss: 411.6850 - logcount_predictions_loss: 0.5003 348/2167 [===>..........................] - ETA: 9:13 - loss: 422.4478 - logits_profile_predictions_loss: 411.6917 - logcount_predictions_loss: 0.5003 349/2167 [===>..........................] - ETA: 9:13 - loss: 422.4548 - logits_profile_predictions_loss: 411.6988 - logcount_predictions_loss: 0.5003 350/2167 [===>..........................] - ETA: 9:13 - loss: 422.4621 - logits_profile_predictions_loss: 411.7062 - logcount_predictions_loss: 0.5003 351/2167 [===>..........................] - ETA: 9:12 - loss: 422.4693 - logits_profile_predictions_loss: 411.7135 - logcount_predictions_loss: 0.5003 352/2167 [===>..........................] - ETA: 9:12 - loss: 422.4761 - logits_profile_predictions_loss: 411.7204 - logcount_predictions_loss: 0.5003 353/2167 [===>..........................] - ETA: 9:12 - loss: 422.4830 - logits_profile_predictions_loss: 411.7274 - logcount_predictions_loss: 0.5003 354/2167 [===>..........................] - ETA: 9:11 - loss: 422.4899 - logits_profile_predictions_loss: 411.7344 - logcount_predictions_loss: 0.5003 355/2167 [===>..........................] - ETA: 9:11 - loss: 422.4969 - logits_profile_predictions_loss: 411.7414 - logcount_predictions_loss: 0.5003 356/2167 [===>..........................] - ETA: 9:11 - loss: 422.5038 - logits_profile_predictions_loss: 411.7484 - logcount_predictions_loss: 0.5003 357/2167 [===>..........................] - ETA: 9:11 - loss: 422.5105 - logits_profile_predictions_loss: 411.7552 - logcount_predictions_loss: 0.5002 358/2167 [===>..........................] - ETA: 9:10 - loss: 422.5177 - logits_profile_predictions_loss: 411.7625 - logcount_predictions_loss: 0.5002 359/2167 [===>..........................] - ETA: 9:10 - loss: 422.5249 - logits_profile_predictions_loss: 411.7697 - logcount_predictions_loss: 0.5002 360/2167 [===>..........................] - ETA: 9:10 - loss: 422.5319 - logits_profile_predictions_loss: 411.7768 - logcount_predictions_loss: 0.5002 361/2167 [===>..........................] - ETA: 9:09 - loss: 422.5387 - logits_profile_predictions_loss: 411.7838 - logcount_predictions_loss: 0.5002 362/2167 [====>.........................] - ETA: 9:09 - loss: 422.5454 - logits_profile_predictions_loss: 411.7905 - logcount_predictions_loss: 0.5002 363/2167 [====>.........................] - ETA: 9:09 - loss: 422.5519 - logits_profile_predictions_loss: 411.7971 - logcount_predictions_loss: 0.5002 364/2167 [====>.........................] - ETA: 9:08 - loss: 422.5581 - logits_profile_predictions_loss: 411.8034 - logcount_predictions_loss: 0.5002 365/2167 [====>.........................] - ETA: 9:08 - loss: 422.5642 - logits_profile_predictions_loss: 411.8096 - logcount_predictions_loss: 0.5002 366/2167 [====>.........................] - ETA: 9:08 - loss: 422.5705 - 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[====>.........................] - ETA: 9:06 - loss: 422.6104 - logits_profile_predictions_loss: 411.8568 - logcount_predictions_loss: 0.5002 374/2167 [====>.........................] - ETA: 9:05 - loss: 422.6158 - logits_profile_predictions_loss: 411.8623 - logcount_predictions_loss: 0.5002 375/2167 [====>.........................] - ETA: 9:05 - loss: 422.6208 - logits_profile_predictions_loss: 411.8674 - logcount_predictions_loss: 0.5002 376/2167 [====>.........................] - ETA: 9:05 - loss: 422.6257 - logits_profile_predictions_loss: 411.8725 - logcount_predictions_loss: 0.5002 377/2167 [====>.........................] - ETA: 9:05 - loss: 422.6310 - logits_profile_predictions_loss: 411.8778 - logcount_predictions_loss: 0.5001 378/2167 [====>.........................] - ETA: 9:04 - loss: 422.6365 - logits_profile_predictions_loss: 411.8835 - logcount_predictions_loss: 0.5001 379/2167 [====>.........................] - ETA: 9:04 - loss: 422.6424 - logits_profile_predictions_loss: 411.8895 - logcount_predictions_loss: 0.5001 380/2167 [====>.........................] - ETA: 9:04 - loss: 422.6482 - logits_profile_predictions_loss: 411.8954 - logcount_predictions_loss: 0.5001 381/2167 [====>.........................] - ETA: 9:03 - loss: 422.6539 - logits_profile_predictions_loss: 411.9012 - logcount_predictions_loss: 0.5001 382/2167 [====>.........................] - ETA: 9:03 - loss: 422.6595 - logits_profile_predictions_loss: 411.9069 - logcount_predictions_loss: 0.5001 383/2167 [====>.........................] - ETA: 9:03 - loss: 422.6654 - logits_profile_predictions_loss: 411.9128 - logcount_predictions_loss: 0.5001 384/2167 [====>.........................] - ETA: 9:02 - loss: 422.6712 - logits_profile_predictions_loss: 411.9187 - logcount_predictions_loss: 0.5001 385/2167 [====>.........................] - ETA: 9:02 - loss: 422.6768 - logits_profile_predictions_loss: 411.9244 - logcount_predictions_loss: 0.5001 386/2167 [====>.........................] - ETA: 9:02 - loss: 422.6827 - logits_profile_predictions_loss: 411.9303 - logcount_predictions_loss: 0.5001 387/2167 [====>.........................] - ETA: 9:02 - loss: 422.6887 - logits_profile_predictions_loss: 411.9363 - logcount_predictions_loss: 0.5001 388/2167 [====>.........................] - ETA: 9:01 - loss: 422.6948 - logits_profile_predictions_loss: 411.9424 - logcount_predictions_loss: 0.5001 389/2167 [====>.........................] - ETA: 9:01 - loss: 422.7010 - logits_profile_predictions_loss: 411.9488 - logcount_predictions_loss: 0.5001 390/2167 [====>.........................] - ETA: 9:01 - loss: 422.7075 - logits_profile_predictions_loss: 411.9553 - logcount_predictions_loss: 0.5001 391/2167 [====>.........................] - ETA: 9:00 - loss: 422.7140 - logits_profile_predictions_loss: 411.9618 - logcount_predictions_loss: 0.5001 392/2167 [====>.........................] - ETA: 9:00 - loss: 422.7200 - logits_profile_predictions_loss: 411.9679 - logcount_predictions_loss: 0.5001 393/2167 [====>.........................] - ETA: 9:00 - loss: 422.7259 - logits_profile_predictions_loss: 411.9738 - logcount_predictions_loss: 0.5001 394/2167 [====>.........................] - ETA: 8:59 - loss: 422.7316 - logits_profile_predictions_loss: 411.9796 - logcount_predictions_loss: 0.5001 395/2167 [====>.........................] - ETA: 8:59 - loss: 422.7370 - logits_profile_predictions_loss: 411.9850 - logcount_predictions_loss: 0.5001 396/2167 [====>.........................] - ETA: 8:59 - loss: 422.7422 - logits_profile_predictions_loss: 411.9903 - logcount_predictions_loss: 0.5001 397/2167 [====>.........................] - ETA: 8:58 - loss: 422.7476 - logits_profile_predictions_loss: 411.9958 - logcount_predictions_loss: 0.5001 398/2167 [====>.........................] - ETA: 8:58 - loss: 422.7525 - logits_profile_predictions_loss: 412.0009 - logcount_predictions_loss: 0.5001 399/2167 [====>.........................] - ETA: 8:58 - loss: 422.7574 - logits_profile_predictions_loss: 412.0059 - logcount_predictions_loss: 0.5001 400/2167 [====>.........................] - ETA: 8:58 - loss: 422.7620 - logits_profile_predictions_loss: 412.0106 - logcount_predictions_loss: 0.5001 401/2167 [====>.........................] - ETA: 8:57 - loss: 422.7666 - logits_profile_predictions_loss: 412.0153 - logcount_predictions_loss: 0.5001 402/2167 [====>.........................] - ETA: 8:57 - loss: 422.7710 - logits_profile_predictions_loss: 412.0199 - logcount_predictions_loss: 0.5001 403/2167 [====>.........................] - ETA: 8:57 - loss: 422.7754 - logits_profile_predictions_loss: 412.0244 - logcount_predictions_loss: 0.5000 404/2167 [====>.........................] - ETA: 8:56 - loss: 422.7795 - logits_profile_predictions_loss: 412.0286 - logcount_predictions_loss: 0.5000 405/2167 [====>.........................] - ETA: 8:56 - loss: 422.7839 - logits_profile_predictions_loss: 412.0332 - logcount_predictions_loss: 0.5000 406/2167 [====>.........................] - ETA: 8:56 - loss: 422.7884 - logits_profile_predictions_loss: 412.0377 - logcount_predictions_loss: 0.5000 407/2167 [====>.........................] - ETA: 8:55 - loss: 422.7927 - logits_profile_predictions_loss: 412.0422 - logcount_predictions_loss: 0.5000 408/2167 [====>.........................] - ETA: 8:55 - loss: 422.7972 - logits_profile_predictions_loss: 412.0468 - logcount_predictions_loss: 0.5000 409/2167 [====>.........................] - ETA: 8:55 - loss: 422.8017 - logits_profile_predictions_loss: 412.0515 - logcount_predictions_loss: 0.5000 410/2167 [====>.........................] - ETA: 8:55 - loss: 422.8063 - logits_profile_predictions_loss: 412.0562 - logcount_predictions_loss: 0.5000 411/2167 [====>.........................] - ETA: 8:54 - loss: 422.8108 - logits_profile_predictions_loss: 412.0608 - logcount_predictions_loss: 0.5000 412/2167 [====>.........................] - ETA: 8:54 - loss: 422.8151 - logits_profile_predictions_loss: 412.0652 - logcount_predictions_loss: 0.5000 413/2167 [====>.........................] - ETA: 8:54 - loss: 422.8194 - logits_profile_predictions_loss: 412.0697 - logcount_predictions_loss: 0.5000 414/2167 [====>.........................] - ETA: 8:53 - loss: 422.8239 - logits_profile_predictions_loss: 412.0742 - logcount_predictions_loss: 0.5000 415/2167 [====>.........................] - ETA: 8:53 - loss: 422.8282 - logits_profile_predictions_loss: 412.0787 - logcount_predictions_loss: 0.5000 416/2167 [====>.........................] - ETA: 8:53 - loss: 422.8325 - logits_profile_predictions_loss: 412.0830 - logcount_predictions_loss: 0.5000 417/2167 [====>.........................] - ETA: 8:52 - loss: 422.8368 - logits_profile_predictions_loss: 412.0874 - logcount_predictions_loss: 0.5000 418/2167 [====>.........................] - ETA: 8:52 - loss: 422.8410 - logits_profile_predictions_loss: 412.0917 - logcount_predictions_loss: 0.5000 419/2167 [====>.........................] - ETA: 8:52 - loss: 422.8454 - logits_profile_predictions_loss: 412.0962 - logcount_predictions_loss: 0.5000 420/2167 [====>.........................] - ETA: 8:52 - loss: 422.8500 - logits_profile_predictions_loss: 412.1009 - logcount_predictions_loss: 0.5000 421/2167 [====>.........................] - ETA: 8:51 - loss: 422.8545 - logits_profile_predictions_loss: 412.1055 - logcount_predictions_loss: 0.5000 422/2167 [====>.........................] - ETA: 8:51 - loss: 422.8592 - logits_profile_predictions_loss: 412.1102 - logcount_predictions_loss: 0.5000 423/2167 [====>.........................] - ETA: 8:51 - loss: 422.8634 - logits_profile_predictions_loss: 412.1145 - logcount_predictions_loss: 0.5000 424/2167 [====>.........................] - ETA: 8:50 - loss: 422.8680 - logits_profile_predictions_loss: 412.1191 - logcount_predictions_loss: 0.4999 425/2167 [====>.........................] - ETA: 8:50 - loss: 422.8727 - logits_profile_predictions_loss: 412.1239 - logcount_predictions_loss: 0.4999 426/2167 [====>.........................] - ETA: 8:50 - loss: 422.8775 - logits_profile_predictions_loss: 412.1287 - logcount_predictions_loss: 0.4999 427/2167 [====>.........................] - ETA: 8:49 - loss: 422.8824 - logits_profile_predictions_loss: 412.1336 - logcount_predictions_loss: 0.4999 428/2167 [====>.........................] - ETA: 8:49 - loss: 422.8871 - logits_profile_predictions_loss: 412.1383 - logcount_predictions_loss: 0.4999 429/2167 [====>.........................] - ETA: 8:49 - loss: 422.8918 - logits_profile_predictions_loss: 412.1430 - logcount_predictions_loss: 0.4999 430/2167 [====>.........................] - ETA: 8:48 - loss: 422.8965 - logits_profile_predictions_loss: 412.1477 - logcount_predictions_loss: 0.4999 431/2167 [====>.........................] - ETA: 8:48 - loss: 422.9012 - logits_profile_predictions_loss: 412.1524 - logcount_predictions_loss: 0.4999 432/2167 [====>.........................] - ETA: 8:48 - loss: 422.9059 - logits_profile_predictions_loss: 412.1570 - logcount_predictions_loss: 0.4999 433/2167 [====>.........................] - ETA: 8:48 - loss: 422.9105 - logits_profile_predictions_loss: 412.1616 - logcount_predictions_loss: 0.5000 434/2167 [=====>........................] - ETA: 8:47 - loss: 422.9152 - logits_profile_predictions_loss: 412.1662 - logcount_predictions_loss: 0.5000 435/2167 [=====>........................] - ETA: 8:47 - loss: 422.9197 - logits_profile_predictions_loss: 412.1707 - logcount_predictions_loss: 0.5000 436/2167 [=====>........................] - ETA: 8:47 - loss: 422.9242 - logits_profile_predictions_loss: 412.1752 - logcount_predictions_loss: 0.5000 437/2167 [=====>........................] - ETA: 8:46 - loss: 422.9287 - logits_profile_predictions_loss: 412.1796 - logcount_predictions_loss: 0.5000 438/2167 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[============================>.] - ETA: 15s - loss: 423.7229 - logits_profile_predictions_loss: 412.9527 - logcount_predictions_loss: 0.5009 2116/2167 [============================>.] - ETA: 15s - loss: 423.7229 - logits_profile_predictions_loss: 412.9528 - logcount_predictions_loss: 0.5009 2117/2167 [============================>.] - ETA: 15s - loss: 423.7230 - logits_profile_predictions_loss: 412.9529 - logcount_predictions_loss: 0.5009 2118/2167 [============================>.] - ETA: 14s - loss: 423.7231 - logits_profile_predictions_loss: 412.9529 - logcount_predictions_loss: 0.5009 2119/2167 [============================>.] - ETA: 14s - loss: 423.7231 - logits_profile_predictions_loss: 412.9530 - logcount_predictions_loss: 0.5009 2120/2167 [============================>.] - ETA: 14s - loss: 423.7232 - logits_profile_predictions_loss: 412.9531 - logcount_predictions_loss: 0.5009 2121/2167 [============================>.] - ETA: 14s - loss: 423.7233 - logits_profile_predictions_loss: 412.9532 - logcount_predictions_loss: 0.5009 2122/2167 [============================>.] - ETA: 13s - loss: 423.7233 - logits_profile_predictions_loss: 412.9532 - logcount_predictions_loss: 0.5009 2123/2167 [============================>.] - ETA: 13s - loss: 423.7234 - logits_profile_predictions_loss: 412.9533 - logcount_predictions_loss: 0.5009 2124/2167 [============================>.] - ETA: 13s - loss: 423.7235 - logits_profile_predictions_loss: 412.9534 - logcount_predictions_loss: 0.5009 2125/2167 [============================>.] - ETA: 12s - loss: 423.7236 - logits_profile_predictions_loss: 412.9535 - logcount_predictions_loss: 0.5009 2126/2167 [============================>.] - ETA: 12s - loss: 423.7237 - logits_profile_predictions_loss: 412.9536 - logcount_predictions_loss: 0.5009 2127/2167 [============================>.] - ETA: 12s - loss: 423.7237 - logits_profile_predictions_loss: 412.9537 - logcount_predictions_loss: 0.5009 2128/2167 [============================>.] - ETA: 11s - loss: 423.7238 - logits_profile_predictions_loss: 412.9538 - logcount_predictions_loss: 0.5009 2129/2167 [============================>.] - ETA: 11s - loss: 423.7239 - logits_profile_predictions_loss: 412.9539 - logcount_predictions_loss: 0.5009 2130/2167 [============================>.] - ETA: 11s - loss: 423.7240 - logits_profile_predictions_loss: 412.9539 - logcount_predictions_loss: 0.5009 2131/2167 [============================>.] - ETA: 10s - loss: 423.7240 - logits_profile_predictions_loss: 412.9540 - logcount_predictions_loss: 0.5009 2132/2167 [============================>.] - ETA: 10s - loss: 423.7241 - logits_profile_predictions_loss: 412.9541 - logcount_predictions_loss: 0.5009 2133/2167 [============================>.] - ETA: 10s - loss: 423.7242 - logits_profile_predictions_loss: 412.9542 - logcount_predictions_loss: 0.5009 2134/2167 [============================>.] - ETA: 10s - loss: 423.7243 - logits_profile_predictions_loss: 412.9543 - logcount_predictions_loss: 0.5009 2135/2167 [============================>.] - ETA: 9s - loss: 423.7244 - logits_profile_predictions_loss: 412.9544 - logcount_predictions_loss: 0.5009  2136/2167 [============================>.] - ETA: 9s - loss: 423.7245 - logits_profile_predictions_loss: 412.9545 - logcount_predictions_loss: 0.5009 2137/2167 [============================>.] - ETA: 9s - loss: 423.7245 - logits_profile_predictions_loss: 412.9546 - logcount_predictions_loss: 0.5009 2138/2167 [============================>.] - ETA: 8s - loss: 423.7246 - logits_profile_predictions_loss: 412.9547 - logcount_predictions_loss: 0.5009 2139/2167 [============================>.] - ETA: 8s - loss: 423.7247 - logits_profile_predictions_loss: 412.9547 - logcount_predictions_loss: 0.5009 2140/2167 [============================>.] - ETA: 8s - loss: 423.7247 - logits_profile_predictions_loss: 412.9548 - logcount_predictions_loss: 0.5009 2141/2167 [============================>.] - ETA: 7s - loss: 423.7248 - logits_profile_predictions_loss: 412.9549 - logcount_predictions_loss: 0.5009 2142/2167 [============================>.] - ETA: 7s - loss: 423.7249 - logits_profile_predictions_loss: 412.9550 - logcount_predictions_loss: 0.5009 2143/2167 [============================>.] - ETA: 7s - loss: 423.7250 - logits_profile_predictions_loss: 412.9551 - logcount_predictions_loss: 0.5009 2144/2167 [============================>.] - ETA: 7s - loss: 423.7250 - logits_profile_predictions_loss: 412.9552 - logcount_predictions_loss: 0.5009 2145/2167 [============================>.] - ETA: 6s - loss: 423.7251 - logits_profile_predictions_loss: 412.9552 - logcount_predictions_loss: 0.5009 2146/2167 [============================>.] - ETA: 6s - loss: 423.7252 - logits_profile_predictions_loss: 412.9553 - logcount_predictions_loss: 0.5009 2147/2167 [============================>.] - ETA: 6s - loss: 423.7253 - logits_profile_predictions_loss: 412.9554 - logcount_predictions_loss: 0.5009 2148/2167 [============================>.] - ETA: 5s - loss: 423.7253 - logits_profile_predictions_loss: 412.9555 - logcount_predictions_loss: 0.5009 2149/2167 [============================>.] - ETA: 5s - loss: 423.7254 - logits_profile_predictions_loss: 412.9555 - logcount_predictions_loss: 0.5009 2150/2167 [============================>.] - ETA: 5s - loss: 423.7254 - logits_profile_predictions_loss: 412.9556 - logcount_predictions_loss: 0.5009 2151/2167 [============================>.] - ETA: 4s - loss: 423.7255 - logits_profile_predictions_loss: 412.9557 - logcount_predictions_loss: 0.5009 2152/2167 [============================>.] - ETA: 4s - loss: 423.7256 - logits_profile_predictions_loss: 412.9557 - logcount_predictions_loss: 0.5009 2153/2167 [============================>.] - ETA: 4s - loss: 423.7256 - logits_profile_predictions_loss: 412.9558 - logcount_predictions_loss: 0.5009 2154/2167 [============================>.] - ETA: 3s - loss: 423.7257 - logits_profile_predictions_loss: 412.9559 - logcount_predictions_loss: 0.5009 2155/2167 [============================>.] - ETA: 3s - loss: 423.7258 - logits_profile_predictions_loss: 412.9560 - logcount_predictions_loss: 0.5009 2156/2167 [============================>.] - ETA: 3s - loss: 423.7258 - logits_profile_predictions_loss: 412.9561 - logcount_predictions_loss: 0.5009 2157/2167 [============================>.] - ETA: 3s - loss: 423.7259 - logits_profile_predictions_loss: 412.9561 - logcount_predictions_loss: 0.5009 2158/2167 [============================>.] - ETA: 2s - loss: 423.7260 - logits_profile_predictions_loss: 412.9562 - logcount_predictions_loss: 0.5009 2159/2167 [============================>.] - ETA: 2s - loss: 423.7261 - logits_profile_predictions_loss: 412.9563 - logcount_predictions_loss: 0.5009 2160/2167 [============================>.] - ETA: 2s - loss: 423.7261 - logits_profile_predictions_loss: 412.9564 - logcount_predictions_loss: 0.5009 2161/2167 [============================>.] - ETA: 1s - loss: 423.7262 - logits_profile_predictions_loss: 412.9564 - logcount_predictions_loss: 0.5009 2162/2167 [============================>.] - ETA: 1s - loss: 423.7262 - logits_profile_predictions_loss: 412.9565 - logcount_predictions_loss: 0.5009 2163/2167 [============================>.] - ETA: 1s - loss: 423.7263 - logits_profile_predictions_loss: 412.9566 - logcount_predictions_loss: 0.5009 2164/2167 [============================>.] - ETA: 0s - loss: 423.7263 - logits_profile_predictions_loss: 412.9566 - logcount_predictions_loss: 0.5009 2165/2167 [============================>.] - ETA: 0s - loss: 423.7264 - logits_profile_predictions_loss: 412.9567 - logcount_predictions_loss: 0.5009 2166/2167 [============================>.] - ETA: 0s - loss: 423.7264 - logits_profile_predictions_loss: 412.9567 - logcount_predictions_loss: 0.5009 2167/2167 [==============================] - ETA: 0s - loss: 423.7265 - logits_profile_predictions_loss: 412.9568 - logcount_predictions_loss: 0.5009 2167/2167 [==============================] - 686s 316ms/step - loss: 423.7265 - logits_profile_predictions_loss: 412.9569 - logcount_predictions_loss: 0.5009 - val_loss: 431.4873 - val_logits_profile_predictions_loss: 418.4084 - val_logcount_predictions_loss: 0.6083 Epoch 00007: val_loss did not improve from 431.13553 Epoch 8/50 1/2167 [..............................] - ETA: 11:17 - loss: 416.1213 - logits_profile_predictions_loss: 405.7252 - logcount_predictions_loss: 0.4835 2/2167 [..............................] - ETA: 10:54 - loss: 432.3325 - logits_profile_predictions_loss: 421.3319 - logcount_predictions_loss: 0.5117 3/2167 [..............................] - ETA: 10:54 - loss: 432.3165 - logits_profile_predictions_loss: 421.3900 - logcount_predictions_loss: 0.5082 4/2167 [..............................] - ETA: 10:55 - loss: 434.3310 - logits_profile_predictions_loss: 423.2551 - logcount_predictions_loss: 0.5152 5/2167 [..............................] - ETA: 10:55 - loss: 435.5682 - logits_profile_predictions_loss: 424.4885 - logcount_predictions_loss: 0.5153 6/2167 [..............................] - ETA: 10:55 - loss: 435.6523 - logits_profile_predictions_loss: 424.6425 - logcount_predictions_loss: 0.5121 7/2167 [..............................] - ETA: 10:55 - loss: 435.1787 - logits_profile_predictions_loss: 424.2519 - logcount_predictions_loss: 0.5082 8/2167 [..............................] - ETA: 10:55 - loss: 434.4545 - logits_profile_predictions_loss: 423.5746 - logcount_predictions_loss: 0.5060 9/2167 [..............................] - ETA: 10:55 - loss: 433.9373 - logits_profile_predictions_loss: 423.1096 - logcount_predictions_loss: 0.5036 10/2167 [..............................] - ETA: 10:55 - loss: 432.9551 - logits_profile_predictions_loss: 422.1832 - logcount_predictions_loss: 0.5010 11/2167 [..............................] - ETA: 10:54 - loss: 432.4168 - logits_profile_predictions_loss: 421.6928 - logcount_predictions_loss: 0.4988 12/2167 [..............................] - ETA: 10:54 - loss: 431.6468 - logits_profile_predictions_loss: 420.9934 - logcount_predictions_loss: 0.4955 13/2167 [..............................] - ETA: 10:54 - loss: 430.9161 - logits_profile_predictions_loss: 420.3065 - logcount_predictions_loss: 0.4935 14/2167 [..............................] - ETA: 10:54 - loss: 430.3495 - logits_profile_predictions_loss: 419.7811 - logcount_predictions_loss: 0.4916 15/2167 [..............................] - ETA: 10:53 - loss: 429.9158 - logits_profile_predictions_loss: 419.3788 - logcount_predictions_loss: 0.4901 16/2167 [..............................] - ETA: 10:53 - loss: 429.5406 - logits_profile_predictions_loss: 419.0300 - logcount_predictions_loss: 0.4889 17/2167 [..............................] - ETA: 10:53 - loss: 429.1979 - logits_profile_predictions_loss: 418.7083 - logcount_predictions_loss: 0.4879 18/2167 [..............................] - ETA: 10:52 - loss: 428.9615 - logits_profile_predictions_loss: 418.4990 - logcount_predictions_loss: 0.4866 19/2167 [..............................] - ETA: 10:52 - loss: 428.7306 - logits_profile_predictions_loss: 418.2916 - logcount_predictions_loss: 0.4855 20/2167 [..............................] - ETA: 10:52 - loss: 428.3821 - logits_profile_predictions_loss: 417.9659 - logcount_predictions_loss: 0.4845 21/2167 [..............................] - ETA: 10:52 - loss: 428.0287 - logits_profile_predictions_loss: 417.6361 - logcount_predictions_loss: 0.4834 22/2167 [..............................] - ETA: 10:51 - loss: 427.7375 - logits_profile_predictions_loss: 417.3643 - logcount_predictions_loss: 0.4825 23/2167 [..............................] - ETA: 10:51 - loss: 427.3673 - logits_profile_predictions_loss: 417.0109 - logcount_predictions_loss: 0.4817 24/2167 [..............................] - ETA: 10:51 - loss: 427.0594 - logits_profile_predictions_loss: 416.7175 - logcount_predictions_loss: 0.4810 25/2167 [..............................] - ETA: 10:50 - loss: 426.7747 - logits_profile_predictions_loss: 416.4435 - logcount_predictions_loss: 0.4805 26/2167 [..............................] - ETA: 10:50 - loss: 426.4927 - logits_profile_predictions_loss: 416.1747 - logcount_predictions_loss: 0.4799 27/2167 [..............................] - ETA: 10:50 - loss: 426.3114 - logits_profile_predictions_loss: 416.0028 - logcount_predictions_loss: 0.4795 28/2167 [..............................] - ETA: 10:49 - loss: 426.1987 - logits_profile_predictions_loss: 415.8969 - logcount_predictions_loss: 0.4792 29/2167 [..............................] - ETA: 10:49 - loss: 426.0931 - logits_profile_predictions_loss: 415.7996 - logcount_predictions_loss: 0.4788 30/2167 [..............................] - ETA: 10:49 - loss: 425.9783 - logits_profile_predictions_loss: 415.6956 - logcount_predictions_loss: 0.4783 31/2167 [..............................] - ETA: 10:49 - loss: 425.8925 - logits_profile_predictions_loss: 415.6199 - logcount_predictions_loss: 0.4778 32/2167 [..............................] - ETA: 10:48 - loss: 425.7671 - logits_profile_predictions_loss: 415.5012 - logcount_predictions_loss: 0.4775 33/2167 [..............................] - ETA: 10:48 - loss: 425.6287 - logits_profile_predictions_loss: 415.3694 - logcount_predictions_loss: 0.4772 34/2167 [..............................] - ETA: 10:48 - loss: 425.4798 - logits_profile_predictions_loss: 415.2280 - logcount_predictions_loss: 0.4768 35/2167 [..............................] - ETA: 10:47 - loss: 425.3861 - logits_profile_predictions_loss: 415.1397 - logcount_predictions_loss: 0.4766 36/2167 [..............................] - ETA: 10:47 - loss: 425.2975 - logits_profile_predictions_loss: 415.0544 - logcount_predictions_loss: 0.4764 37/2167 [..............................] - ETA: 10:47 - loss: 425.2109 - logits_profile_predictions_loss: 414.9704 - logcount_predictions_loss: 0.4763 38/2167 [..............................] - ETA: 10:46 - loss: 425.1244 - logits_profile_predictions_loss: 414.8892 - logcount_predictions_loss: 0.4761 39/2167 [..............................] - ETA: 10:46 - loss: 425.0347 - logits_profile_predictions_loss: 414.8064 - logcount_predictions_loss: 0.4757 40/2167 [..............................] - ETA: 10:46 - loss: 424.9414 - logits_profile_predictions_loss: 414.7204 - logcount_predictions_loss: 0.4754 41/2167 [..............................] - ETA: 10:46 - loss: 424.8335 - logits_profile_predictions_loss: 414.6205 - logcount_predictions_loss: 0.4750 42/2167 [..............................] - ETA: 10:45 - loss: 424.7369 - logits_profile_predictions_loss: 414.5300 - logcount_predictions_loss: 0.4747 43/2167 [..............................] - ETA: 10:45 - loss: 424.6479 - logits_profile_predictions_loss: 414.4474 - logcount_predictions_loss: 0.4744 44/2167 [..............................] - ETA: 10:45 - loss: 424.5696 - logits_profile_predictions_loss: 414.3757 - logcount_predictions_loss: 0.4741 45/2167 [..............................] - ETA: 10:44 - loss: 424.5101 - logits_profile_predictions_loss: 414.3235 - logcount_predictions_loss: 0.4738 46/2167 [..............................] - ETA: 10:44 - loss: 424.4422 - logits_profile_predictions_loss: 414.2632 - logcount_predictions_loss: 0.4734 47/2167 [..............................] - ETA: 10:44 - loss: 424.3897 - logits_profile_predictions_loss: 414.2179 - logcount_predictions_loss: 0.4731 48/2167 [..............................] - ETA: 10:43 - loss: 424.3541 - logits_profile_predictions_loss: 414.1887 - logcount_predictions_loss: 0.4728 49/2167 [..............................] - ETA: 10:43 - loss: 424.3326 - logits_profile_predictions_loss: 414.1731 - logcount_predictions_loss: 0.4725 50/2167 [..............................] - ETA: 10:43 - loss: 424.3101 - logits_profile_predictions_loss: 414.1557 - logcount_predictions_loss: 0.4723 51/2167 [..............................] - ETA: 10:43 - loss: 424.2815 - logits_profile_predictions_loss: 414.1312 - logcount_predictions_loss: 0.4721 52/2167 [..............................] - ETA: 10:42 - loss: 424.2263 - logits_profile_predictions_loss: 414.0801 - logcount_predictions_loss: 0.4719 53/2167 [..............................] - ETA: 10:42 - loss: 424.1903 - logits_profile_predictions_loss: 414.0479 - logcount_predictions_loss: 0.4717 54/2167 [..............................] - ETA: 10:42 - loss: 424.1540 - logits_profile_predictions_loss: 414.0150 - logcount_predictions_loss: 0.4716 55/2167 [..............................] - ETA: 10:41 - loss: 424.1240 - logits_profile_predictions_loss: 413.9893 - logcount_predictions_loss: 0.4714 56/2167 [..............................] - ETA: 10:41 - loss: 424.0837 - logits_profile_predictions_loss: 413.9530 - logcount_predictions_loss: 0.4712 57/2167 [..............................] - ETA: 10:41 - loss: 424.0350 - logits_profile_predictions_loss: 413.9083 - logcount_predictions_loss: 0.4710 58/2167 [..............................] - ETA: 10:40 - loss: 423.9864 - logits_profile_predictions_loss: 413.8642 - logcount_predictions_loss: 0.4708 59/2167 [..............................] - ETA: 10:40 - loss: 423.9378 - logits_profile_predictions_loss: 413.8208 - logcount_predictions_loss: 0.4706 60/2167 [..............................] - ETA: 10:40 - loss: 423.8803 - logits_profile_predictions_loss: 413.7691 - logcount_predictions_loss: 0.4703 61/2167 [..............................] - ETA: 10:40 - loss: 423.8252 - logits_profile_predictions_loss: 413.7189 - logcount_predictions_loss: 0.4701 62/2167 [..............................] - ETA: 10:39 - loss: 423.7666 - logits_profile_predictions_loss: 413.6649 - logcount_predictions_loss: 0.4698 63/2167 [..............................] - ETA: 10:39 - loss: 423.7049 - logits_profile_predictions_loss: 413.6080 - logcount_predictions_loss: 0.4696 64/2167 [..............................] - ETA: 10:39 - loss: 423.6410 - logits_profile_predictions_loss: 413.5486 - logcount_predictions_loss: 0.4694 65/2167 [..............................] - ETA: 10:38 - loss: 423.5739 - logits_profile_predictions_loss: 413.4853 - logcount_predictions_loss: 0.4692 66/2167 [..............................] - ETA: 10:38 - loss: 423.5055 - logits_profile_predictions_loss: 413.4200 - logcount_predictions_loss: 0.4691 67/2167 [..............................] - ETA: 10:38 - loss: 423.4354 - logits_profile_predictions_loss: 413.3529 - logcount_predictions_loss: 0.4690 68/2167 [..............................] - ETA: 10:37 - loss: 423.3701 - logits_profile_predictions_loss: 413.2907 - logcount_predictions_loss: 0.4688 69/2167 [..............................] - ETA: 10:37 - loss: 423.3034 - logits_profile_predictions_loss: 413.2273 - logcount_predictions_loss: 0.4687 70/2167 [..............................] - ETA: 10:37 - loss: 423.2482 - logits_profile_predictions_loss: 413.1743 - logcount_predictions_loss: 0.4686 71/2167 [..............................] - ETA: 10:37 - loss: 423.1898 - logits_profile_predictions_loss: 413.1184 - logcount_predictions_loss: 0.4684 72/2167 [..............................] - ETA: 10:36 - loss: 423.1376 - logits_profile_predictions_loss: 413.0688 - logcount_predictions_loss: 0.4683 73/2167 [>.............................] - ETA: 10:36 - loss: 423.0880 - logits_profile_predictions_loss: 413.0217 - logcount_predictions_loss: 0.4682 74/2167 [>.............................] - ETA: 10:36 - loss: 423.0343 - logits_profile_predictions_loss: 412.9708 - logcount_predictions_loss: 0.4681 75/2167 [>.............................] - ETA: 10:35 - loss: 422.9780 - logits_profile_predictions_loss: 412.9173 - logcount_predictions_loss: 0.4679 76/2167 [>.............................] - ETA: 10:35 - loss: 422.9203 - logits_profile_predictions_loss: 412.8625 - logcount_predictions_loss: 0.4678 77/2167 [>.............................] - ETA: 10:35 - loss: 422.8649 - logits_profile_predictions_loss: 412.8098 - logcount_predictions_loss: 0.4677 78/2167 [>.............................] - ETA: 10:34 - loss: 422.8053 - logits_profile_predictions_loss: 412.7523 - logcount_predictions_loss: 0.4676 79/2167 [>.............................] - ETA: 10:34 - loss: 422.7441 - logits_profile_predictions_loss: 412.6936 - logcount_predictions_loss: 0.4675 80/2167 [>.............................] - ETA: 10:34 - loss: 422.6891 - logits_profile_predictions_loss: 412.6411 - logcount_predictions_loss: 0.4674 81/2167 [>.............................] - ETA: 10:34 - loss: 422.6424 - logits_profile_predictions_loss: 412.5966 - logcount_predictions_loss: 0.4673 82/2167 [>.............................] - ETA: 10:33 - loss: 422.5993 - logits_profile_predictions_loss: 412.5557 - logcount_predictions_loss: 0.4671 83/2167 [>.............................] - ETA: 10:33 - loss: 422.5533 - logits_profile_predictions_loss: 412.5122 - logcount_predictions_loss: 0.4670 84/2167 [>.............................] - ETA: 10:33 - loss: 422.5086 - logits_profile_predictions_loss: 412.4698 - logcount_predictions_loss: 0.4669 85/2167 [>.............................] - ETA: 10:32 - loss: 422.4707 - logits_profile_predictions_loss: 412.4343 - logcount_predictions_loss: 0.4668 86/2167 [>.............................] - ETA: 10:32 - loss: 422.4355 - logits_profile_predictions_loss: 412.4013 - logcount_predictions_loss: 0.4667 87/2167 [>.............................] - ETA: 10:32 - loss: 422.4111 - logits_profile_predictions_loss: 412.3796 - logcount_predictions_loss: 0.4666 88/2167 [>.............................] - ETA: 10:31 - loss: 422.3920 - logits_profile_predictions_loss: 412.3636 - logcount_predictions_loss: 0.4664 89/2167 [>.............................] - ETA: 10:31 - loss: 422.3784 - 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[===>..........................] - ETA: 9:15 - loss: 420.3115 - logits_profile_predictions_loss: 410.3938 - logcount_predictions_loss: 0.4613 344/2167 [===>..........................] - ETA: 9:14 - loss: 420.3147 - logits_profile_predictions_loss: 410.3968 - logcount_predictions_loss: 0.4613 345/2167 [===>..........................] - ETA: 9:14 - loss: 420.3179 - logits_profile_predictions_loss: 410.3999 - logcount_predictions_loss: 0.4613 346/2167 [===>..........................] - ETA: 9:14 - loss: 420.3213 - logits_profile_predictions_loss: 410.4031 - logcount_predictions_loss: 0.4613 347/2167 [===>..........................] - ETA: 9:13 - loss: 420.3248 - logits_profile_predictions_loss: 410.4065 - logcount_predictions_loss: 0.4613 348/2167 [===>..........................] - ETA: 9:13 - loss: 420.3282 - logits_profile_predictions_loss: 410.4097 - logcount_predictions_loss: 0.4613 349/2167 [===>..........................] - ETA: 9:13 - loss: 420.3318 - logits_profile_predictions_loss: 410.4131 - logcount_predictions_loss: 0.4613 350/2167 [===>..........................] - ETA: 9:12 - loss: 420.3350 - logits_profile_predictions_loss: 410.4161 - logcount_predictions_loss: 0.4613 351/2167 [===>..........................] - ETA: 9:12 - loss: 420.3384 - logits_profile_predictions_loss: 410.4193 - logcount_predictions_loss: 0.4614 352/2167 [===>..........................] - ETA: 9:12 - loss: 420.3419 - logits_profile_predictions_loss: 410.4227 - logcount_predictions_loss: 0.4614 353/2167 [===>..........................] - ETA: 9:11 - loss: 420.3456 - logits_profile_predictions_loss: 410.4263 - logcount_predictions_loss: 0.4614 354/2167 [===>..........................] - ETA: 9:11 - loss: 420.3496 - logits_profile_predictions_loss: 410.4301 - logcount_predictions_loss: 0.4614 355/2167 [===>..........................] - ETA: 9:11 - loss: 420.3534 - logits_profile_predictions_loss: 410.4338 - logcount_predictions_loss: 0.4614 356/2167 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[============================>.] - ETA: 20s - loss: 421.5669 - logits_profile_predictions_loss: 411.5656 - logcount_predictions_loss: 0.4652 2099/2167 [============================>.] - ETA: 20s - loss: 421.5669 - logits_profile_predictions_loss: 411.5656 - logcount_predictions_loss: 0.4652 2100/2167 [============================>.] - ETA: 20s - loss: 421.5670 - logits_profile_predictions_loss: 411.5656 - logcount_predictions_loss: 0.4652 2101/2167 [============================>.] - ETA: 20s - loss: 421.5670 - logits_profile_predictions_loss: 411.5657 - logcount_predictions_loss: 0.4652 2102/2167 [============================>.] - ETA: 19s - loss: 421.5671 - logits_profile_predictions_loss: 411.5657 - logcount_predictions_loss: 0.4652 2103/2167 [============================>.] - ETA: 19s - loss: 421.5671 - logits_profile_predictions_loss: 411.5657 - logcount_predictions_loss: 0.4652 2104/2167 [============================>.] - ETA: 19s - loss: 421.5672 - 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[============================>.] - ETA: 17s - loss: 421.5675 - logits_profile_predictions_loss: 411.5660 - logcount_predictions_loss: 0.4652 2112/2167 [============================>.] - ETA: 16s - loss: 421.5675 - logits_profile_predictions_loss: 411.5660 - logcount_predictions_loss: 0.4652 2113/2167 [============================>.] - ETA: 16s - loss: 421.5675 - logits_profile_predictions_loss: 411.5660 - logcount_predictions_loss: 0.4652 2114/2167 [============================>.] - ETA: 16s - loss: 421.5676 - logits_profile_predictions_loss: 411.5660 - logcount_predictions_loss: 0.4652 2115/2167 [============================>.] - ETA: 15s - loss: 421.5676 - logits_profile_predictions_loss: 411.5660 - logcount_predictions_loss: 0.4652 2116/2167 [============================>.] - ETA: 15s - loss: 421.5676 - logits_profile_predictions_loss: 411.5660 - logcount_predictions_loss: 0.4652 2117/2167 [============================>.] - ETA: 15s - loss: 421.5676 - 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[============================>.] - ETA: 13s - loss: 421.5678 - logits_profile_predictions_loss: 411.5662 - logcount_predictions_loss: 0.4652 2125/2167 [============================>.] - ETA: 12s - loss: 421.5679 - logits_profile_predictions_loss: 411.5662 - logcount_predictions_loss: 0.4652 2126/2167 [============================>.] - ETA: 12s - loss: 421.5679 - logits_profile_predictions_loss: 411.5663 - logcount_predictions_loss: 0.4652 2127/2167 [============================>.] - ETA: 12s - loss: 421.5680 - logits_profile_predictions_loss: 411.5663 - logcount_predictions_loss: 0.4652 2128/2167 [============================>.] - ETA: 11s - loss: 421.5680 - logits_profile_predictions_loss: 411.5663 - logcount_predictions_loss: 0.4652 2129/2167 [============================>.] - ETA: 11s - loss: 421.5680 - logits_profile_predictions_loss: 411.5663 - logcount_predictions_loss: 0.4652 2130/2167 [============================>.] - ETA: 11s - loss: 421.5680 - 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[============================>.] - ETA: 9s - loss: 421.5684 - logits_profile_predictions_loss: 411.5666 - logcount_predictions_loss: 0.4652 2138/2167 [============================>.] - ETA: 8s - loss: 421.5685 - logits_profile_predictions_loss: 411.5667 - logcount_predictions_loss: 0.4652 2139/2167 [============================>.] - ETA: 8s - loss: 421.5685 - logits_profile_predictions_loss: 411.5667 - logcount_predictions_loss: 0.4652 2140/2167 [============================>.] - ETA: 8s - loss: 421.5686 - logits_profile_predictions_loss: 411.5668 - logcount_predictions_loss: 0.4652 2141/2167 [============================>.] - ETA: 7s - loss: 421.5687 - logits_profile_predictions_loss: 411.5669 - logcount_predictions_loss: 0.4652 2142/2167 [============================>.] - ETA: 7s - loss: 421.5687 - logits_profile_predictions_loss: 411.5669 - logcount_predictions_loss: 0.4652 2143/2167 [============================>.] - ETA: 7s - loss: 421.5688 - logits_profile_predictions_loss: 411.5670 - logcount_predictions_loss: 0.4652 2144/2167 [============================>.] - ETA: 6s - loss: 421.5689 - logits_profile_predictions_loss: 411.5671 - logcount_predictions_loss: 0.4652 2145/2167 [============================>.] - ETA: 6s - loss: 421.5689 - logits_profile_predictions_loss: 411.5671 - logcount_predictions_loss: 0.4652 2146/2167 [============================>.] - ETA: 6s - loss: 421.5690 - logits_profile_predictions_loss: 411.5672 - logcount_predictions_loss: 0.4652 2147/2167 [============================>.] - ETA: 6s - loss: 421.5690 - logits_profile_predictions_loss: 411.5672 - logcount_predictions_loss: 0.4652 2148/2167 [============================>.] - ETA: 5s - loss: 421.5691 - logits_profile_predictions_loss: 411.5673 - logcount_predictions_loss: 0.4652 2149/2167 [============================>.] - ETA: 5s - loss: 421.5692 - logits_profile_predictions_loss: 411.5673 - logcount_predictions_loss: 0.4652 2150/2167 [============================>.] - ETA: 5s - 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2157/2167 [============================>.] - ETA: 3s - loss: 421.5698 - logits_profile_predictions_loss: 411.5679 - logcount_predictions_loss: 0.4652 2158/2167 [============================>.] - ETA: 2s - loss: 421.5699 - logits_profile_predictions_loss: 411.5680 - logcount_predictions_loss: 0.4652 2159/2167 [============================>.] - ETA: 2s - loss: 421.5700 - logits_profile_predictions_loss: 411.5681 - logcount_predictions_loss: 0.4652 2160/2167 [============================>.] - ETA: 2s - loss: 421.5701 - logits_profile_predictions_loss: 411.5682 - logcount_predictions_loss: 0.4652 2161/2167 [============================>.] - ETA: 1s - loss: 421.5702 - logits_profile_predictions_loss: 411.5683 - logcount_predictions_loss: 0.4652 2162/2167 [============================>.] - ETA: 1s - loss: 421.5702 - logits_profile_predictions_loss: 411.5683 - logcount_predictions_loss: 0.4652 2163/2167 [============================>.] - ETA: 1s - loss: 421.5703 - logits_profile_predictions_loss: 411.5684 - logcount_predictions_loss: 0.4652 2164/2167 [============================>.] - ETA: 0s - loss: 421.5704 - logits_profile_predictions_loss: 411.5685 - logcount_predictions_loss: 0.4652 2165/2167 [============================>.] - ETA: 0s - loss: 421.5705 - logits_profile_predictions_loss: 411.5686 - logcount_predictions_loss: 0.4652 2166/2167 [============================>.] - ETA: 0s - loss: 421.5706 - logits_profile_predictions_loss: 411.5686 - logcount_predictions_loss: 0.4652 2167/2167 [==============================] - ETA: 0s - loss: 421.5707 - logits_profile_predictions_loss: 411.5687 - logcount_predictions_loss: 0.4652 2167/2167 [==============================] - 684s 316ms/step - loss: 421.5708 - logits_profile_predictions_loss: 411.5688 - logcount_predictions_loss: 0.4652 - val_loss: 431.9686 - val_logits_profile_predictions_loss: 419.1420 - val_logcount_predictions_loss: 0.5966 Epoch 00008: val_loss did not improve from 431.13553 Epoch 9/50 1/2167 [..............................] - ETA: 11:27 - loss: 423.4058 - logits_profile_predictions_loss: 410.4752 - logcount_predictions_loss: 0.6014 2/2167 [..............................] - ETA: 10:52 - loss: 421.6085 - logits_profile_predictions_loss: 409.6210 - logcount_predictions_loss: 0.5576 3/2167 [..............................] - ETA: 10:51 - loss: 420.7224 - logits_profile_predictions_loss: 409.6252 - logcount_predictions_loss: 0.5161 4/2167 [..............................] - ETA: 10:51 - loss: 417.6568 - logits_profile_predictions_loss: 406.9135 - logcount_predictions_loss: 0.4997 5/2167 [..............................] - ETA: 10:51 - loss: 415.1616 - logits_profile_predictions_loss: 404.6306 - logcount_predictions_loss: 0.4898 6/2167 [..............................] - ETA: 10:51 - loss: 414.9887 - logits_profile_predictions_loss: 404.6548 - logcount_predictions_loss: 0.4806 7/2167 [..............................] - ETA: 10:50 - loss: 414.9635 - logits_profile_predictions_loss: 404.7418 - logcount_predictions_loss: 0.4754 8/2167 [..............................] - ETA: 10:50 - loss: 415.3415 - logits_profile_predictions_loss: 405.2336 - logcount_predictions_loss: 0.4701 9/2167 [..............................] - ETA: 10:50 - loss: 415.0342 - logits_profile_predictions_loss: 405.0078 - logcount_predictions_loss: 0.4663 10/2167 [..............................] - ETA: 10:50 - loss: 415.4777 - logits_profile_predictions_loss: 405.5322 - logcount_predictions_loss: 0.4626 11/2167 [..............................] - ETA: 10:49 - loss: 415.6977 - logits_profile_predictions_loss: 405.8116 - logcount_predictions_loss: 0.4598 12/2167 [..............................] - ETA: 10:51 - loss: 415.6196 - logits_profile_predictions_loss: 405.7819 - logcount_predictions_loss: 0.4576 13/2167 [..............................] - ETA: 10:51 - loss: 415.4445 - logits_profile_predictions_loss: 405.6567 - logcount_predictions_loss: 0.4552 14/2167 [..............................] - ETA: 10:50 - loss: 415.1791 - logits_profile_predictions_loss: 405.4344 - logcount_predictions_loss: 0.4532 15/2167 [..............................] - ETA: 10:50 - loss: 415.0131 - logits_profile_predictions_loss: 405.3058 - logcount_predictions_loss: 0.4515 16/2167 [..............................] - ETA: 10:50 - loss: 415.1059 - logits_profile_predictions_loss: 405.4219 - logcount_predictions_loss: 0.4504 17/2167 [..............................] - ETA: 10:49 - loss: 415.0830 - logits_profile_predictions_loss: 405.4095 - logcount_predictions_loss: 0.4499 18/2167 [..............................] - ETA: 10:49 - loss: 415.1165 - logits_profile_predictions_loss: 405.4456 - logcount_predictions_loss: 0.4498 19/2167 [..............................] - ETA: 10:48 - loss: 415.0427 - logits_profile_predictions_loss: 405.3702 - logcount_predictions_loss: 0.4499 20/2167 [..............................] - ETA: 10:48 - loss: 414.9926 - logits_profile_predictions_loss: 405.3263 - logcount_predictions_loss: 0.4496 21/2167 [..............................] - ETA: 10:48 - loss: 415.1658 - logits_profile_predictions_loss: 405.5018 - logcount_predictions_loss: 0.4495 22/2167 [..............................] - ETA: 10:47 - loss: 415.3249 - logits_profile_predictions_loss: 405.6598 - logcount_predictions_loss: 0.4495 23/2167 [..............................] - ETA: 10:47 - loss: 415.4639 - logits_profile_predictions_loss: 405.7983 - logcount_predictions_loss: 0.4496 24/2167 [..............................] - ETA: 10:47 - loss: 415.6608 - logits_profile_predictions_loss: 405.9930 - logcount_predictions_loss: 0.4497 25/2167 [..............................] - ETA: 10:47 - loss: 415.7893 - logits_profile_predictions_loss: 406.1248 - logcount_predictions_loss: 0.4495 26/2167 [..............................] - ETA: 10:46 - loss: 415.8662 - logits_profile_predictions_loss: 406.2057 - logcount_predictions_loss: 0.4493 27/2167 [..............................] - ETA: 10:46 - loss: 415.9347 - logits_profile_predictions_loss: 406.2801 - logcount_predictions_loss: 0.4491 28/2167 [..............................] - ETA: 10:46 - loss: 416.0129 - logits_profile_predictions_loss: 406.3674 - logcount_predictions_loss: 0.4486 29/2167 [..............................] - ETA: 10:45 - loss: 416.1070 - logits_profile_predictions_loss: 406.4670 - logcount_predictions_loss: 0.4484 30/2167 [..............................] - ETA: 10:45 - loss: 416.1874 - logits_profile_predictions_loss: 406.5557 - logcount_predictions_loss: 0.4480 31/2167 [..............................] - ETA: 10:45 - loss: 416.2420 - logits_profile_predictions_loss: 406.6208 - logcount_predictions_loss: 0.4475 32/2167 [..............................] - ETA: 10:45 - loss: 416.2926 - logits_profile_predictions_loss: 406.6827 - logcount_predictions_loss: 0.4470 33/2167 [..............................] - ETA: 10:44 - loss: 416.3217 - logits_profile_predictions_loss: 406.7231 - logcount_predictions_loss: 0.4464 34/2167 [..............................] - ETA: 10:44 - loss: 416.3708 - logits_profile_predictions_loss: 406.7783 - logcount_predictions_loss: 0.4462 35/2167 [..............................] - ETA: 10:44 - loss: 416.3896 - logits_profile_predictions_loss: 406.8040 - logcount_predictions_loss: 0.4458 36/2167 [..............................] - ETA: 10:44 - loss: 416.4047 - logits_profile_predictions_loss: 406.8228 - logcount_predictions_loss: 0.4457 37/2167 [..............................] - ETA: 10:43 - loss: 416.4304 - logits_profile_predictions_loss: 406.8515 - logcount_predictions_loss: 0.4455 38/2167 [..............................] - ETA: 10:43 - loss: 416.5239 - logits_profile_predictions_loss: 406.9487 - logcount_predictions_loss: 0.4454 39/2167 [..............................] - ETA: 10:43 - loss: 416.6422 - logits_profile_predictions_loss: 407.0692 - logcount_predictions_loss: 0.4453 40/2167 [..............................] - ETA: 10:42 - loss: 416.7578 - logits_profile_predictions_loss: 407.1869 - logcount_predictions_loss: 0.4452 41/2167 [..............................] - ETA: 10:42 - loss: 416.8533 - logits_profile_predictions_loss: 407.2836 - logcount_predictions_loss: 0.4451 42/2167 [..............................] - ETA: 10:42 - loss: 416.9522 - logits_profile_predictions_loss: 407.3825 - logcount_predictions_loss: 0.4451 43/2167 [..............................] - ETA: 10:42 - loss: 417.0084 - logits_profile_predictions_loss: 407.4395 - logcount_predictions_loss: 0.4451 44/2167 [..............................] - ETA: 10:41 - loss: 417.0296 - logits_profile_predictions_loss: 407.4622 - logcount_predictions_loss: 0.4450 45/2167 [..............................] - ETA: 10:41 - loss: 417.0565 - logits_profile_predictions_loss: 407.4914 - logcount_predictions_loss: 0.4449 46/2167 [..............................] - ETA: 10:41 - loss: 417.0893 - logits_profile_predictions_loss: 407.5266 - logcount_predictions_loss: 0.4448 47/2167 [..............................] - ETA: 10:41 - loss: 417.1083 - logits_profile_predictions_loss: 407.5473 - logcount_predictions_loss: 0.4447 48/2167 [..............................] - ETA: 10:40 - loss: 417.1304 - logits_profile_predictions_loss: 407.5709 - logcount_predictions_loss: 0.4446 49/2167 [..............................] - ETA: 10:40 - loss: 417.1656 - logits_profile_predictions_loss: 407.6057 - logcount_predictions_loss: 0.4446 50/2167 [..............................] - ETA: 10:40 - loss: 417.2030 - logits_profile_predictions_loss: 407.6430 - logcount_predictions_loss: 0.4447 51/2167 [..............................] - ETA: 10:39 - loss: 417.2470 - logits_profile_predictions_loss: 407.6862 - logcount_predictions_loss: 0.4447 52/2167 [..............................] - ETA: 10:39 - loss: 417.2930 - logits_profile_predictions_loss: 407.7325 - logcount_predictions_loss: 0.4447 53/2167 [..............................] - ETA: 10:39 - loss: 417.3232 - logits_profile_predictions_loss: 407.7640 - logcount_predictions_loss: 0.4446 54/2167 [..............................] - ETA: 10:39 - loss: 417.3579 - logits_profile_predictions_loss: 407.8001 - logcount_predictions_loss: 0.4445 55/2167 [..............................] - ETA: 10:38 - loss: 417.3827 - logits_profile_predictions_loss: 407.8265 - logcount_predictions_loss: 0.4445 56/2167 [..............................] - ETA: 10:38 - loss: 417.4164 - logits_profile_predictions_loss: 407.8616 - logcount_predictions_loss: 0.4444 57/2167 [..............................] - ETA: 10:38 - loss: 417.4376 - logits_profile_predictions_loss: 407.8848 - logcount_predictions_loss: 0.4443 58/2167 [..............................] - ETA: 10:37 - loss: 417.4502 - logits_profile_predictions_loss: 407.8993 - logcount_predictions_loss: 0.4442 59/2167 [..............................] - ETA: 10:37 - loss: 417.4682 - logits_profile_predictions_loss: 407.9194 - logcount_predictions_loss: 0.4441 60/2167 [..............................] - ETA: 10:37 - loss: 417.4916 - logits_profile_predictions_loss: 407.9452 - logcount_predictions_loss: 0.4440 61/2167 [..............................] - ETA: 10:37 - loss: 417.5125 - logits_profile_predictions_loss: 407.9681 - logcount_predictions_loss: 0.4439 62/2167 [..............................] - ETA: 10:36 - loss: 417.5199 - logits_profile_predictions_loss: 407.9783 - logcount_predictions_loss: 0.4438 63/2167 [..............................] - ETA: 10:36 - loss: 417.5282 - logits_profile_predictions_loss: 407.9893 - logcount_predictions_loss: 0.4437 64/2167 [..............................] - ETA: 10:36 - loss: 417.5353 - logits_profile_predictions_loss: 407.9994 - logcount_predictions_loss: 0.4435 65/2167 [..............................] - ETA: 10:35 - loss: 417.5508 - logits_profile_predictions_loss: 408.0176 - logcount_predictions_loss: 0.4434 66/2167 [..............................] - ETA: 10:35 - loss: 417.5663 - logits_profile_predictions_loss: 408.0351 - logcount_predictions_loss: 0.4433 67/2167 [..............................] - ETA: 10:35 - loss: 417.5803 - logits_profile_predictions_loss: 408.0511 - logcount_predictions_loss: 0.4432 68/2167 [..............................] - ETA: 10:34 - loss: 417.5950 - logits_profile_predictions_loss: 408.0680 - logcount_predictions_loss: 0.4431 69/2167 [..............................] - ETA: 10:34 - loss: 417.6203 - logits_profile_predictions_loss: 408.0952 - logcount_predictions_loss: 0.4430 70/2167 [..............................] - ETA: 10:34 - loss: 417.6485 - logits_profile_predictions_loss: 408.1250 - logcount_predictions_loss: 0.4430 71/2167 [..............................] - ETA: 10:34 - loss: 417.6782 - logits_profile_predictions_loss: 408.1565 - logcount_predictions_loss: 0.4429 72/2167 [..............................] - ETA: 10:33 - loss: 417.7064 - logits_profile_predictions_loss: 408.1865 - logcount_predictions_loss: 0.4428 73/2167 [>.............................] - ETA: 10:33 - loss: 417.7341 - logits_profile_predictions_loss: 408.2161 - logcount_predictions_loss: 0.4427 74/2167 [>.............................] - ETA: 10:33 - loss: 417.7581 - logits_profile_predictions_loss: 408.2422 - logcount_predictions_loss: 0.4426 75/2167 [>.............................] - ETA: 10:32 - loss: 417.7808 - logits_profile_predictions_loss: 408.2675 - logcount_predictions_loss: 0.4425 76/2167 [>.............................] - ETA: 10:32 - loss: 417.8072 - logits_profile_predictions_loss: 408.2961 - logcount_predictions_loss: 0.4424 77/2167 [>.............................] - ETA: 10:32 - loss: 417.8351 - logits_profile_predictions_loss: 408.3259 - logcount_predictions_loss: 0.4423 78/2167 [>.............................] - ETA: 10:32 - loss: 417.8590 - logits_profile_predictions_loss: 408.3517 - logcount_predictions_loss: 0.4422 79/2167 [>.............................] - ETA: 10:31 - loss: 417.8839 - logits_profile_predictions_loss: 408.3789 - logcount_predictions_loss: 0.4421 80/2167 [>.............................] - ETA: 10:31 - loss: 417.9146 - logits_profile_predictions_loss: 408.4115 - logcount_predictions_loss: 0.4420 81/2167 [>.............................] - ETA: 10:31 - loss: 417.9442 - logits_profile_predictions_loss: 408.4428 - logcount_predictions_loss: 0.4419 82/2167 [>.............................] - ETA: 10:30 - loss: 417.9689 - logits_profile_predictions_loss: 408.4696 - logcount_predictions_loss: 0.4418 83/2167 [>.............................] - ETA: 10:30 - loss: 417.9876 - logits_profile_predictions_loss: 408.4906 - logcount_predictions_loss: 0.4417 84/2167 [>.............................] - ETA: 10:30 - loss: 418.0044 - logits_profile_predictions_loss: 408.5097 - logcount_predictions_loss: 0.4416 85/2167 [>.............................] - ETA: 10:29 - loss: 418.0157 - logits_profile_predictions_loss: 408.5235 - logcount_predictions_loss: 0.4415 86/2167 [>.............................] - ETA: 10:29 - loss: 418.0287 - logits_profile_predictions_loss: 408.5393 - logcount_predictions_loss: 0.4414 87/2167 [>.............................] - ETA: 10:29 - loss: 418.0454 - logits_profile_predictions_loss: 408.5588 - logcount_predictions_loss: 0.4412 88/2167 [>.............................] - ETA: 10:29 - loss: 418.0583 - logits_profile_predictions_loss: 408.5751 - logcount_predictions_loss: 0.4411 89/2167 [>.............................] - ETA: 10:28 - loss: 418.0670 - logits_profile_predictions_loss: 408.5871 - logcount_predictions_loss: 0.4409 90/2167 [>.............................] - ETA: 10:28 - loss: 418.0741 - logits_profile_predictions_loss: 408.5976 - logcount_predictions_loss: 0.4408 91/2167 [>.............................] - ETA: 10:28 - loss: 418.0752 - logits_profile_predictions_loss: 408.6020 - logcount_predictions_loss: 0.4406 92/2167 [>.............................] - ETA: 10:27 - loss: 418.0759 - logits_profile_predictions_loss: 408.6058 - logcount_predictions_loss: 0.4405 93/2167 [>.............................] - ETA: 10:27 - loss: 418.0783 - logits_profile_predictions_loss: 408.6114 - logcount_predictions_loss: 0.4403 94/2167 [>.............................] - ETA: 10:27 - loss: 418.0835 - logits_profile_predictions_loss: 408.6195 - logcount_predictions_loss: 0.4402 95/2167 [>.............................] - ETA: 10:27 - loss: 418.0893 - logits_profile_predictions_loss: 408.6285 - logcount_predictions_loss: 0.4400 96/2167 [>.............................] - ETA: 10:26 - loss: 418.0987 - logits_profile_predictions_loss: 408.6412 - logcount_predictions_loss: 0.4399 97/2167 [>.............................] - ETA: 10:26 - loss: 418.1049 - logits_profile_predictions_loss: 408.6504 - logcount_predictions_loss: 0.4397 98/2167 [>.............................] - ETA: 10:26 - loss: 418.1162 - logits_profile_predictions_loss: 408.6645 - logcount_predictions_loss: 0.4396 99/2167 [>.............................] - ETA: 10:25 - loss: 418.1339 - logits_profile_predictions_loss: 408.6850 - logcount_predictions_loss: 0.4395 100/2167 [>.............................] - ETA: 10:25 - loss: 418.1549 - logits_profile_predictions_loss: 408.7088 - logcount_predictions_loss: 0.4394 101/2167 [>.............................] - ETA: 10:25 - loss: 418.1752 - logits_profile_predictions_loss: 408.7316 - logcount_predictions_loss: 0.4392 102/2167 [>.............................] - ETA: 10:24 - loss: 418.1970 - logits_profile_predictions_loss: 408.7560 - logcount_predictions_loss: 0.4391 103/2167 [>.............................] - ETA: 10:24 - loss: 418.2173 - logits_profile_predictions_loss: 408.7788 - logcount_predictions_loss: 0.4390 104/2167 [>.............................] - ETA: 10:24 - loss: 418.2341 - logits_profile_predictions_loss: 408.7983 - logcount_predictions_loss: 0.4389 105/2167 [>.............................] - ETA: 10:24 - loss: 418.2502 - logits_profile_predictions_loss: 408.8170 - logcount_predictions_loss: 0.4388 106/2167 [>.............................] - ETA: 10:23 - loss: 418.2659 - logits_profile_predictions_loss: 408.8348 - logcount_predictions_loss: 0.4387 107/2167 [>.............................] - ETA: 10:23 - loss: 418.2823 - logits_profile_predictions_loss: 408.8534 - logcount_predictions_loss: 0.4386 108/2167 [>.............................] - ETA: 10:23 - loss: 418.2998 - logits_profile_predictions_loss: 408.8732 - logcount_predictions_loss: 0.4384 109/2167 [>.............................] - ETA: 10:22 - loss: 418.3141 - logits_profile_predictions_loss: 408.8899 - logcount_predictions_loss: 0.4383 110/2167 [>.............................] - ETA: 10:22 - loss: 418.3305 - logits_profile_predictions_loss: 408.9086 - logcount_predictions_loss: 0.4382 111/2167 [>.............................] - ETA: 10:22 - loss: 418.3464 - logits_profile_predictions_loss: 408.9268 - logcount_predictions_loss: 0.4381 112/2167 [>.............................] - ETA: 10:22 - loss: 418.3624 - logits_profile_predictions_loss: 408.9448 - logcount_predictions_loss: 0.4380 113/2167 [>.............................] - ETA: 10:22 - loss: 418.3776 - logits_profile_predictions_loss: 408.9621 - logcount_predictions_loss: 0.4379 114/2167 [>.............................] - ETA: 10:21 - loss: 418.3911 - logits_profile_predictions_loss: 408.9775 - logcount_predictions_loss: 0.4378 115/2167 [>.............................] - ETA: 10:21 - loss: 418.4059 - logits_profile_predictions_loss: 408.9943 - logcount_predictions_loss: 0.4377 116/2167 [>.............................] - ETA: 10:21 - loss: 418.4225 - logits_profile_predictions_loss: 409.0129 - logcount_predictions_loss: 0.4377 117/2167 [>.............................] - ETA: 10:20 - loss: 418.4401 - logits_profile_predictions_loss: 409.0327 - logcount_predictions_loss: 0.4376 118/2167 [>.............................] - ETA: 10:20 - loss: 418.4551 - logits_profile_predictions_loss: 409.0498 - logcount_predictions_loss: 0.4375 119/2167 [>.............................] - ETA: 10:20 - loss: 418.4681 - logits_profile_predictions_loss: 409.0647 - logcount_predictions_loss: 0.4374 120/2167 [>.............................] - ETA: 10:20 - loss: 418.4785 - logits_profile_predictions_loss: 409.0772 - logcount_predictions_loss: 0.4373 121/2167 [>.............................] - ETA: 10:19 - loss: 418.4870 - logits_profile_predictions_loss: 409.0877 - logcount_predictions_loss: 0.4372 122/2167 [>.............................] - ETA: 10:19 - loss: 418.4972 - logits_profile_predictions_loss: 409.1000 - logcount_predictions_loss: 0.4371 123/2167 [>.............................] - ETA: 10:19 - loss: 418.5068 - logits_profile_predictions_loss: 409.1115 - logcount_predictions_loss: 0.4370 124/2167 [>.............................] - ETA: 10:18 - loss: 418.5141 - logits_profile_predictions_loss: 409.1207 - logcount_predictions_loss: 0.4369 125/2167 [>.............................] - ETA: 10:18 - loss: 418.5232 - logits_profile_predictions_loss: 409.1317 - logcount_predictions_loss: 0.4368 126/2167 [>.............................] - ETA: 10:18 - loss: 418.5295 - logits_profile_predictions_loss: 409.1400 - logcount_predictions_loss: 0.4367 127/2167 [>.............................] - ETA: 10:17 - loss: 418.5340 - logits_profile_predictions_loss: 409.1464 - logcount_predictions_loss: 0.4366 128/2167 [>.............................] - ETA: 10:17 - loss: 418.5377 - logits_profile_predictions_loss: 409.1520 - logcount_predictions_loss: 0.4365 129/2167 [>.............................] - ETA: 10:17 - loss: 418.5421 - logits_profile_predictions_loss: 409.1581 - logcount_predictions_loss: 0.4365 130/2167 [>.............................] - ETA: 10:17 - loss: 418.5487 - logits_profile_predictions_loss: 409.1664 - logcount_predictions_loss: 0.4364 131/2167 [>.............................] - ETA: 10:16 - loss: 418.5556 - logits_profile_predictions_loss: 409.1747 - logcount_predictions_loss: 0.4363 132/2167 [>.............................] - ETA: 10:16 - loss: 418.5599 - logits_profile_predictions_loss: 409.1803 - logcount_predictions_loss: 0.4363 133/2167 [>.............................] - ETA: 10:16 - loss: 418.5641 - logits_profile_predictions_loss: 409.1857 - logcount_predictions_loss: 0.4362 134/2167 [>.............................] - ETA: 10:15 - loss: 418.5673 - logits_profile_predictions_loss: 409.1900 - logcount_predictions_loss: 0.4362 135/2167 [>.............................] - ETA: 10:15 - loss: 418.5691 - logits_profile_predictions_loss: 409.1928 - logcount_predictions_loss: 0.4361 136/2167 [>.............................] - ETA: 10:15 - loss: 418.5716 - logits_profile_predictions_loss: 409.1958 - logcount_predictions_loss: 0.4361 137/2167 [>.............................] - ETA: 10:14 - loss: 418.5766 - logits_profile_predictions_loss: 409.2013 - logcount_predictions_loss: 0.4361 138/2167 [>.............................] - ETA: 10:14 - loss: 418.5810 - logits_profile_predictions_loss: 409.2062 - logcount_predictions_loss: 0.4360 139/2167 [>.............................] - ETA: 10:14 - loss: 418.5853 - logits_profile_predictions_loss: 409.2108 - logcount_predictions_loss: 0.4360 140/2167 [>.............................] - ETA: 10:14 - loss: 418.5882 - logits_profile_predictions_loss: 409.2141 - logcount_predictions_loss: 0.4360 141/2167 [>.............................] - ETA: 10:13 - loss: 418.5918 - logits_profile_predictions_loss: 409.2179 - logcount_predictions_loss: 0.4360 142/2167 [>.............................] - ETA: 10:13 - loss: 418.5928 - logits_profile_predictions_loss: 409.2191 - logcount_predictions_loss: 0.4360 143/2167 [>.............................] - ETA: 10:13 - loss: 418.5942 - logits_profile_predictions_loss: 409.2208 - logcount_predictions_loss: 0.4360 144/2167 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[====>.........................] - ETA: 9:06 - loss: 419.1863 - logits_profile_predictions_loss: 409.8322 - logcount_predictions_loss: 0.4351 366/2167 [====>.........................] - ETA: 9:06 - loss: 419.1882 - logits_profile_predictions_loss: 409.8339 - logcount_predictions_loss: 0.4351 367/2167 [====>.........................] - ETA: 9:06 - loss: 419.1898 - logits_profile_predictions_loss: 409.8354 - logcount_predictions_loss: 0.4351 368/2167 [====>.........................] - ETA: 9:05 - loss: 419.1917 - logits_profile_predictions_loss: 409.8371 - logcount_predictions_loss: 0.4351 369/2167 [====>.........................] - ETA: 9:05 - loss: 419.1938 - logits_profile_predictions_loss: 409.8390 - logcount_predictions_loss: 0.4351 370/2167 [====>.........................] - ETA: 9:05 - loss: 419.1959 - logits_profile_predictions_loss: 409.8410 - logcount_predictions_loss: 0.4351 371/2167 [====>.........................] - ETA: 9:04 - loss: 419.1980 - 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[====>.........................] - ETA: 9:02 - loss: 419.2127 - logits_profile_predictions_loss: 409.8565 - logcount_predictions_loss: 0.4352 379/2167 [====>.........................] - ETA: 9:02 - loss: 419.2154 - logits_profile_predictions_loss: 409.8590 - logcount_predictions_loss: 0.4352 380/2167 [====>.........................] - ETA: 9:02 - loss: 419.2180 - logits_profile_predictions_loss: 409.8614 - logcount_predictions_loss: 0.4352 381/2167 [====>.........................] - ETA: 9:01 - loss: 419.2207 - logits_profile_predictions_loss: 409.8639 - logcount_predictions_loss: 0.4352 382/2167 [====>.........................] - ETA: 9:01 - loss: 419.2235 - logits_profile_predictions_loss: 409.8665 - logcount_predictions_loss: 0.4352 383/2167 [====>.........................] - ETA: 9:01 - loss: 419.2262 - logits_profile_predictions_loss: 409.8690 - logcount_predictions_loss: 0.4352 384/2167 [====>.........................] - ETA: 9:00 - loss: 419.2284 - 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[====>.........................] - ETA: 8:58 - loss: 419.2445 - logits_profile_predictions_loss: 409.8859 - logcount_predictions_loss: 0.4353 392/2167 [====>.........................] - ETA: 8:58 - loss: 419.2469 - logits_profile_predictions_loss: 409.8882 - logcount_predictions_loss: 0.4353 393/2167 [====>.........................] - ETA: 8:58 - loss: 419.2493 - logits_profile_predictions_loss: 409.8905 - logcount_predictions_loss: 0.4353 394/2167 [====>.........................] - ETA: 8:57 - loss: 419.2517 - logits_profile_predictions_loss: 409.8927 - logcount_predictions_loss: 0.4353 395/2167 [====>.........................] - ETA: 8:57 - loss: 419.2539 - logits_profile_predictions_loss: 409.8947 - logcount_predictions_loss: 0.4353 396/2167 [====>.........................] - ETA: 8:57 - loss: 419.2564 - logits_profile_predictions_loss: 409.8971 - logcount_predictions_loss: 0.4353 397/2167 [====>.........................] - ETA: 8:57 - loss: 419.2593 - 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[====>.........................] - ETA: 8:54 - loss: 419.2767 - logits_profile_predictions_loss: 409.9161 - logcount_predictions_loss: 0.4354 405/2167 [====>.........................] - ETA: 8:54 - loss: 419.2791 - logits_profile_predictions_loss: 409.9184 - logcount_predictions_loss: 0.4354 406/2167 [====>.........................] - ETA: 8:54 - loss: 419.2810 - logits_profile_predictions_loss: 409.9202 - logcount_predictions_loss: 0.4354 407/2167 [====>.........................] - ETA: 8:54 - loss: 419.2827 - logits_profile_predictions_loss: 409.9218 - logcount_predictions_loss: 0.4354 408/2167 [====>.........................] - ETA: 8:53 - loss: 419.2844 - logits_profile_predictions_loss: 409.9234 - logcount_predictions_loss: 0.4354 409/2167 [====>.........................] - ETA: 8:53 - loss: 419.2862 - logits_profile_predictions_loss: 409.9250 - logcount_predictions_loss: 0.4354 410/2167 [====>.........................] - ETA: 8:53 - loss: 419.2881 - 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[===========================>..] - ETA: 22s - loss: 420.4349 - logits_profile_predictions_loss: 410.9888 - logcount_predictions_loss: 0.4394 2095/2167 [============================>.] - ETA: 21s - loss: 420.4347 - logits_profile_predictions_loss: 410.9886 - logcount_predictions_loss: 0.4394 2096/2167 [============================>.] - ETA: 21s - loss: 420.4345 - logits_profile_predictions_loss: 410.9884 - logcount_predictions_loss: 0.4394 2097/2167 [============================>.] - ETA: 21s - loss: 420.4343 - logits_profile_predictions_loss: 410.9882 - logcount_predictions_loss: 0.4394 2098/2167 [============================>.] - ETA: 20s - loss: 420.4341 - logits_profile_predictions_loss: 410.9880 - logcount_predictions_loss: 0.4394 2099/2167 [============================>.] - ETA: 20s - loss: 420.4339 - logits_profile_predictions_loss: 410.9879 - logcount_predictions_loss: 0.4393 2100/2167 [============================>.] - ETA: 20s - loss: 420.4337 - 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[============================>.] - ETA: 18s - loss: 420.4324 - logits_profile_predictions_loss: 410.9865 - logcount_predictions_loss: 0.4393 2108/2167 [============================>.] - ETA: 17s - loss: 420.4323 - logits_profile_predictions_loss: 410.9863 - logcount_predictions_loss: 0.4393 2109/2167 [============================>.] - ETA: 17s - loss: 420.4321 - logits_profile_predictions_loss: 410.9862 - logcount_predictions_loss: 0.4393 2110/2167 [============================>.] - ETA: 17s - loss: 420.4319 - logits_profile_predictions_loss: 410.9860 - logcount_predictions_loss: 0.4393 2111/2167 [============================>.] - ETA: 17s - loss: 420.4317 - logits_profile_predictions_loss: 410.9858 - logcount_predictions_loss: 0.4393 2112/2167 [============================>.] - ETA: 16s - loss: 420.4316 - logits_profile_predictions_loss: 410.9857 - logcount_predictions_loss: 0.4393 2113/2167 [============================>.] - ETA: 16s - loss: 420.4314 - 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[============================>.] - ETA: 14s - loss: 420.4299 - logits_profile_predictions_loss: 410.9841 - logcount_predictions_loss: 0.4393 2121/2167 [============================>.] - ETA: 13s - loss: 420.4297 - logits_profile_predictions_loss: 410.9840 - logcount_predictions_loss: 0.4393 2122/2167 [============================>.] - ETA: 13s - loss: 420.4295 - logits_profile_predictions_loss: 410.9838 - logcount_predictions_loss: 0.4393 2123/2167 [============================>.] - ETA: 13s - loss: 420.4293 - logits_profile_predictions_loss: 410.9836 - logcount_predictions_loss: 0.4393 2124/2167 [============================>.] - ETA: 13s - loss: 420.4291 - logits_profile_predictions_loss: 410.9834 - logcount_predictions_loss: 0.4393 2125/2167 [============================>.] - ETA: 12s - loss: 420.4289 - logits_profile_predictions_loss: 410.9832 - logcount_predictions_loss: 0.4393 2126/2167 [============================>.] - ETA: 12s - loss: 420.4287 - 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[============================>.] - ETA: 10s - loss: 420.4273 - logits_profile_predictions_loss: 410.9817 - logcount_predictions_loss: 0.4393 2134/2167 [============================>.] - ETA: 10s - loss: 420.4270 - logits_profile_predictions_loss: 410.9815 - logcount_predictions_loss: 0.4393 2135/2167 [============================>.] - ETA: 9s - loss: 420.4268 - logits_profile_predictions_loss: 410.9813 - logcount_predictions_loss: 0.4393  2136/2167 [============================>.] - ETA: 9s - loss: 420.4266 - logits_profile_predictions_loss: 410.9811 - logcount_predictions_loss: 0.4393 2137/2167 [============================>.] - ETA: 9s - loss: 420.4264 - logits_profile_predictions_loss: 410.9809 - logcount_predictions_loss: 0.4393 2138/2167 [============================>.] - ETA: 8s - loss: 420.4262 - logits_profile_predictions_loss: 410.9807 - logcount_predictions_loss: 0.4393 2139/2167 [============================>.] - ETA: 8s - loss: 420.4260 - logits_profile_predictions_loss: 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2153/2167 [============================>.] - ETA: 4s - loss: 420.4230 - logits_profile_predictions_loss: 410.9778 - logcount_predictions_loss: 0.4393 2154/2167 [============================>.] - ETA: 3s - loss: 420.4228 - logits_profile_predictions_loss: 410.9776 - logcount_predictions_loss: 0.4393 2155/2167 [============================>.] - ETA: 3s - loss: 420.4225 - logits_profile_predictions_loss: 410.9774 - logcount_predictions_loss: 0.4393 2156/2167 [============================>.] - ETA: 3s - loss: 420.4223 - logits_profile_predictions_loss: 410.9771 - logcount_predictions_loss: 0.4393 2157/2167 [============================>.] - ETA: 3s - loss: 420.4221 - logits_profile_predictions_loss: 410.9769 - logcount_predictions_loss: 0.4393 2158/2167 [============================>.] - ETA: 2s - loss: 420.4218 - logits_profile_predictions_loss: 410.9767 - logcount_predictions_loss: 0.4393 2159/2167 [============================>.] - ETA: 2s - loss: 420.4216 - logits_profile_predictions_loss: 410.9765 - logcount_predictions_loss: 0.4393 2160/2167 [============================>.] - ETA: 2s - loss: 420.4213 - logits_profile_predictions_loss: 410.9763 - logcount_predictions_loss: 0.4393 2161/2167 [============================>.] - ETA: 1s - loss: 420.4211 - logits_profile_predictions_loss: 410.9760 - logcount_predictions_loss: 0.4393 2162/2167 [============================>.] - ETA: 1s - loss: 420.4208 - logits_profile_predictions_loss: 410.9758 - logcount_predictions_loss: 0.4393 2163/2167 [============================>.] - ETA: 1s - loss: 420.4206 - logits_profile_predictions_loss: 410.9756 - logcount_predictions_loss: 0.4393 2164/2167 [============================>.] - ETA: 0s - loss: 420.4203 - logits_profile_predictions_loss: 410.9753 - logcount_predictions_loss: 0.4393 2165/2167 [============================>.] - ETA: 0s - loss: 420.4201 - logits_profile_predictions_loss: 410.9751 - logcount_predictions_loss: 0.4393 2166/2167 [============================>.] - ETA: 0s - loss: 420.4198 - logits_profile_predictions_loss: 410.9748 - logcount_predictions_loss: 0.4393 2167/2167 [==============================] - ETA: 0s - loss: 420.4196 - logits_profile_predictions_loss: 410.9746 - logcount_predictions_loss: 0.4393 2167/2167 [==============================] - 683s 315ms/step - loss: 420.4193 - logits_profile_predictions_loss: 410.9744 - logcount_predictions_loss: 0.4393 - val_loss: 431.8630 - val_logits_profile_predictions_loss: 418.7266 - val_logcount_predictions_loss: 0.6110 Epoch 00009: val_loss did not improve from 431.13553 Epoch 10/50 1/2167 [..............................] - ETA: 12:06 - loss: 379.2839 - logits_profile_predictions_loss: 371.3374 - logcount_predictions_loss: 0.3696 2/2167 [..............................] - ETA: 10:51 - loss: 393.7592 - logits_profile_predictions_loss: 385.9398 - logcount_predictions_loss: 0.3637 3/2167 [..............................] - ETA: 10:51 - loss: 404.5966 - logits_profile_predictions_loss: 396.8259 - logcount_predictions_loss: 0.3614 4/2167 [..............................] - ETA: 10:50 - loss: 406.0625 - logits_profile_predictions_loss: 398.3436 - logcount_predictions_loss: 0.3590 5/2167 [..............................] - ETA: 10:51 - loss: 407.0672 - logits_profile_predictions_loss: 399.3058 - logcount_predictions_loss: 0.3610 6/2167 [..............................] - ETA: 10:50 - loss: 408.6405 - logits_profile_predictions_loss: 400.8448 - logcount_predictions_loss: 0.3626 7/2167 [..............................] - ETA: 10:50 - loss: 410.3306 - logits_profile_predictions_loss: 402.4372 - logcount_predictions_loss: 0.3671 8/2167 [..............................] - ETA: 10:50 - loss: 412.0928 - logits_profile_predictions_loss: 404.1616 - logcount_predictions_loss: 0.3689 9/2167 [..............................] - ETA: 10:50 - loss: 413.0259 - logits_profile_predictions_loss: 405.1036 - logcount_predictions_loss: 0.3685 10/2167 [..............................] - ETA: 10:49 - loss: 413.6754 - logits_profile_predictions_loss: 405.7391 - logcount_predictions_loss: 0.3691 11/2167 [..............................] - ETA: 10:49 - loss: 414.6162 - logits_profile_predictions_loss: 406.6678 - logcount_predictions_loss: 0.3697 12/2167 [..............................] - ETA: 10:49 - loss: 415.1447 - logits_profile_predictions_loss: 407.0948 - logcount_predictions_loss: 0.3744 13/2167 [..............................] - ETA: 10:49 - loss: 415.3054 - logits_profile_predictions_loss: 407.1648 - logcount_predictions_loss: 0.3786 14/2167 [..............................] - ETA: 10:48 - loss: 415.3392 - logits_profile_predictions_loss: 407.1226 - logcount_predictions_loss: 0.3822 15/2167 [..............................] - ETA: 10:48 - loss: 415.2213 - logits_profile_predictions_loss: 406.9340 - logcount_predictions_loss: 0.3855 16/2167 [..............................] - ETA: 10:48 - loss: 415.0935 - logits_profile_predictions_loss: 406.7512 - logcount_predictions_loss: 0.3880 17/2167 [..............................] - ETA: 10:48 - loss: 415.0334 - logits_profile_predictions_loss: 406.6409 - logcount_predictions_loss: 0.3904 18/2167 [..............................] - ETA: 10:47 - loss: 414.9288 - logits_profile_predictions_loss: 406.4986 - logcount_predictions_loss: 0.3921 19/2167 [..............................] - ETA: 10:47 - loss: 414.7910 - logits_profile_predictions_loss: 406.3269 - logcount_predictions_loss: 0.3937 20/2167 [..............................] - ETA: 10:47 - loss: 414.6682 - logits_profile_predictions_loss: 406.1674 - logcount_predictions_loss: 0.3954 21/2167 [..............................] - ETA: 10:46 - loss: 414.6167 - logits_profile_predictions_loss: 406.0841 - logcount_predictions_loss: 0.3969 22/2167 [..............................] - ETA: 10:46 - loss: 414.6020 - logits_profile_predictions_loss: 406.0435 - logcount_predictions_loss: 0.3981 23/2167 [..............................] - ETA: 10:46 - loss: 414.5983 - logits_profile_predictions_loss: 406.0155 - logcount_predictions_loss: 0.3992 24/2167 [..............................] - ETA: 10:46 - loss: 414.6057 - logits_profile_predictions_loss: 406.0047 - logcount_predictions_loss: 0.4000 25/2167 [..............................] - ETA: 10:45 - loss: 414.6209 - logits_profile_predictions_loss: 406.0047 - logcount_predictions_loss: 0.4008 26/2167 [..............................] - ETA: 10:45 - loss: 414.6194 - logits_profile_predictions_loss: 405.9915 - logcount_predictions_loss: 0.4013 27/2167 [..............................] - ETA: 10:45 - loss: 414.5890 - logits_profile_predictions_loss: 405.9532 - logcount_predictions_loss: 0.4017 28/2167 [..............................] - ETA: 10:45 - loss: 414.5752 - logits_profile_predictions_loss: 405.9306 - logcount_predictions_loss: 0.4021 29/2167 [..............................] - ETA: 10:44 - loss: 414.5726 - logits_profile_predictions_loss: 405.9181 - logcount_predictions_loss: 0.4025 30/2167 [..............................] - ETA: 10:44 - loss: 414.6066 - logits_profile_predictions_loss: 405.9427 - logcount_predictions_loss: 0.4030 31/2167 [..............................] - ETA: 10:44 - loss: 414.6226 - logits_profile_predictions_loss: 405.9530 - logcount_predictions_loss: 0.4032 32/2167 [..............................] - ETA: 10:44 - loss: 414.6737 - logits_profile_predictions_loss: 406.0015 - logcount_predictions_loss: 0.4034 33/2167 [..............................] - ETA: 10:43 - loss: 414.6845 - logits_profile_predictions_loss: 406.0104 - logcount_predictions_loss: 0.4034 34/2167 [..............................] - ETA: 10:43 - loss: 414.6712 - logits_profile_predictions_loss: 405.9918 - logcount_predictions_loss: 0.4037 35/2167 [..............................] - ETA: 10:43 - loss: 414.6609 - logits_profile_predictions_loss: 405.9767 - logcount_predictions_loss: 0.4039 36/2167 [..............................] - ETA: 10:43 - loss: 414.6605 - logits_profile_predictions_loss: 405.9724 - logcount_predictions_loss: 0.4041 37/2167 [..............................] - ETA: 10:42 - loss: 414.6740 - logits_profile_predictions_loss: 405.9836 - logcount_predictions_loss: 0.4042 38/2167 [..............................] - ETA: 10:42 - loss: 414.6964 - logits_profile_predictions_loss: 406.0061 - logcount_predictions_loss: 0.4042 39/2167 [..............................] - ETA: 10:42 - loss: 414.7160 - logits_profile_predictions_loss: 406.0247 - logcount_predictions_loss: 0.4042 40/2167 [..............................] - ETA: 10:42 - loss: 414.7447 - logits_profile_predictions_loss: 406.0530 - logcount_predictions_loss: 0.4043 41/2167 [..............................] - ETA: 10:41 - loss: 414.7700 - logits_profile_predictions_loss: 406.0793 - logcount_predictions_loss: 0.4042 42/2167 [..............................] - ETA: 10:41 - loss: 414.8114 - logits_profile_predictions_loss: 406.1226 - logcount_predictions_loss: 0.4041 43/2167 [..............................] - ETA: 10:41 - loss: 414.8586 - logits_profile_predictions_loss: 406.1718 - logcount_predictions_loss: 0.4040 44/2167 [..............................] - ETA: 10:40 - loss: 414.8991 - logits_profile_predictions_loss: 406.2147 - logcount_predictions_loss: 0.4039 45/2167 [..............................] - ETA: 10:40 - loss: 414.9272 - logits_profile_predictions_loss: 406.2447 - logcount_predictions_loss: 0.4038 46/2167 [..............................] - ETA: 10:40 - loss: 414.9391 - logits_profile_predictions_loss: 406.2589 - logcount_predictions_loss: 0.4037 47/2167 [..............................] - ETA: 10:40 - loss: 414.9340 - logits_profile_predictions_loss: 406.2565 - logcount_predictions_loss: 0.4036 48/2167 [..............................] - ETA: 10:39 - loss: 414.9291 - logits_profile_predictions_loss: 406.2537 - logcount_predictions_loss: 0.4035 49/2167 [..............................] - ETA: 10:39 - loss: 414.8952 - logits_profile_predictions_loss: 406.2215 - logcount_predictions_loss: 0.4034 50/2167 [..............................] - ETA: 10:39 - loss: 414.8867 - logits_profile_predictions_loss: 406.2159 - logcount_predictions_loss: 0.4033 51/2167 [..............................] - ETA: 10:39 - loss: 414.8953 - logits_profile_predictions_loss: 406.2278 - logcount_predictions_loss: 0.4031 52/2167 [..............................] - ETA: 10:38 - loss: 414.9119 - logits_profile_predictions_loss: 406.2478 - logcount_predictions_loss: 0.4030 53/2167 [..............................] - ETA: 10:38 - loss: 414.9209 - logits_profile_predictions_loss: 406.2607 - logcount_predictions_loss: 0.4028 54/2167 [..............................] - ETA: 10:38 - loss: 414.9070 - logits_profile_predictions_loss: 406.2512 - logcount_predictions_loss: 0.4026 55/2167 [..............................] - ETA: 10:37 - loss: 414.8969 - logits_profile_predictions_loss: 406.2453 - logcount_predictions_loss: 0.4024 56/2167 [..............................] - ETA: 10:37 - loss: 414.9069 - logits_profile_predictions_loss: 406.2585 - logcount_predictions_loss: 0.4023 57/2167 [..............................] - ETA: 10:37 - loss: 414.9074 - logits_profile_predictions_loss: 406.2628 - logcount_predictions_loss: 0.4021 58/2167 [..............................] - ETA: 10:37 - loss: 414.8956 - logits_profile_predictions_loss: 406.2538 - logcount_predictions_loss: 0.4019 59/2167 [..............................] - ETA: 10:36 - loss: 414.8746 - logits_profile_predictions_loss: 406.2356 - logcount_predictions_loss: 0.4018 60/2167 [..............................] - ETA: 10:36 - loss: 414.8668 - logits_profile_predictions_loss: 406.2312 - logcount_predictions_loss: 0.4017 61/2167 [..............................] - ETA: 10:36 - loss: 414.8544 - logits_profile_predictions_loss: 406.2225 - logcount_predictions_loss: 0.4015 62/2167 [..............................] - ETA: 10:35 - loss: 414.8489 - logits_profile_predictions_loss: 406.2209 - logcount_predictions_loss: 0.4013 63/2167 [..............................] - ETA: 10:35 - loss: 414.8466 - logits_profile_predictions_loss: 406.2219 - logcount_predictions_loss: 0.4011 64/2167 [..............................] - ETA: 10:35 - loss: 414.8510 - logits_profile_predictions_loss: 406.2295 - logcount_predictions_loss: 0.4010 65/2167 [..............................] - ETA: 10:35 - loss: 414.8658 - logits_profile_predictions_loss: 406.2477 - logcount_predictions_loss: 0.4008 66/2167 [..............................] - ETA: 10:34 - loss: 414.8792 - logits_profile_predictions_loss: 406.2644 - logcount_predictions_loss: 0.4007 67/2167 [..............................] - ETA: 10:34 - loss: 414.8949 - logits_profile_predictions_loss: 406.2838 - logcount_predictions_loss: 0.4005 68/2167 [..............................] - ETA: 10:34 - loss: 414.9065 - 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[>.............................] - ETA: 10:13 - loss: 415.6594 - logits_profile_predictions_loss: 407.1622 - logcount_predictions_loss: 0.3952 141/2167 [>.............................] - ETA: 10:13 - loss: 415.6577 - logits_profile_predictions_loss: 407.1616 - logcount_predictions_loss: 0.3952 142/2167 [>.............................] - ETA: 10:12 - loss: 415.6554 - logits_profile_predictions_loss: 407.1605 - logcount_predictions_loss: 0.3951 143/2167 [>.............................] - ETA: 10:12 - loss: 415.6549 - logits_profile_predictions_loss: 407.1615 - logcount_predictions_loss: 0.3950 144/2167 [>.............................] - ETA: 10:12 - loss: 415.6560 - logits_profile_predictions_loss: 407.1639 - logcount_predictions_loss: 0.3950 145/2167 [=>............................] - ETA: 10:11 - loss: 415.6577 - logits_profile_predictions_loss: 407.1670 - logcount_predictions_loss: 0.3949 146/2167 [=>............................] - ETA: 10:11 - loss: 415.6575 - 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logits_profile_predictions_loss: 405.6328 - logcount_predictions_loss: 0.3707 2156/2167 [============================>.] - ETA: 3s - loss: 413.6028 - logits_profile_predictions_loss: 405.6327 - logcount_predictions_loss: 0.3707 2157/2167 [============================>.] - ETA: 3s - loss: 413.6025 - logits_profile_predictions_loss: 405.6325 - logcount_predictions_loss: 0.3707 2158/2167 [============================>.] - ETA: 2s - loss: 413.6023 - logits_profile_predictions_loss: 405.6324 - logcount_predictions_loss: 0.3707 2159/2167 [============================>.] - ETA: 2s - loss: 413.6021 - logits_profile_predictions_loss: 405.6323 - logcount_predictions_loss: 0.3707 2160/2167 [============================>.] - ETA: 2s - loss: 413.6019 - logits_profile_predictions_loss: 405.6321 - logcount_predictions_loss: 0.3707 2161/2167 [============================>.] - ETA: 1s - loss: 413.6017 - logits_profile_predictions_loss: 405.6320 - logcount_predictions_loss: 0.3707 2162/2167 [============================>.] - ETA: 1s - loss: 413.6014 - logits_profile_predictions_loss: 405.6319 - logcount_predictions_loss: 0.3707 2163/2167 [============================>.] - ETA: 1s - loss: 413.6012 - logits_profile_predictions_loss: 405.6317 - logcount_predictions_loss: 0.3707 2164/2167 [============================>.] - ETA: 0s - loss: 413.6010 - logits_profile_predictions_loss: 405.6316 - logcount_predictions_loss: 0.3707 2165/2167 [============================>.] - ETA: 0s - loss: 413.6008 - logits_profile_predictions_loss: 405.6315 - logcount_predictions_loss: 0.3707 2166/2167 [============================>.] - ETA: 0s - loss: 413.6006 - logits_profile_predictions_loss: 405.6313 - logcount_predictions_loss: 0.3707 2167/2167 [==============================] - ETA: 0s - loss: 413.6003 - logits_profile_predictions_loss: 405.6312 - logcount_predictions_loss: 0.3707 2167/2167 [==============================] - 684s 316ms/step - loss: 413.6001 - logits_profile_predictions_loss: 405.6311 - logcount_predictions_loss: 0.3706 - val_loss: 429.6870 - val_logits_profile_predictions_loss: 417.5568 - val_logcount_predictions_loss: 0.5642 Epoch 00010: val_loss improved from 431.13553 to 429.68704, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 11/50 1/2167 [..............................] - ETA: 11:23 - loss: 420.4370 - logits_profile_predictions_loss: 413.7997 - logcount_predictions_loss: 0.3087 2/2167 [..............................] - ETA: 10:55 - loss: 429.4259 - logits_profile_predictions_loss: 422.6265 - logcount_predictions_loss: 0.3163 3/2167 [..............................] - ETA: 10:54 - loss: 424.5959 - logits_profile_predictions_loss: 417.7536 - logcount_predictions_loss: 0.3182 4/2167 [..............................] - ETA: 10:55 - loss: 418.8192 - logits_profile_predictions_loss: 412.0858 - logcount_predictions_loss: 0.3132 5/2167 [..............................] - ETA: 10:55 - loss: 416.0886 - logits_profile_predictions_loss: 409.2620 - logcount_predictions_loss: 0.3175 6/2167 [..............................] - ETA: 10:55 - loss: 414.5742 - logits_profile_predictions_loss: 407.7013 - logcount_predictions_loss: 0.3197 7/2167 [..............................] - ETA: 10:55 - loss: 412.8597 - logits_profile_predictions_loss: 405.9700 - logcount_predictions_loss: 0.3205 8/2167 [..............................] - ETA: 10:54 - loss: 412.1742 - logits_profile_predictions_loss: 405.2499 - logcount_predictions_loss: 0.3221 9/2167 [..............................] - ETA: 10:54 - loss: 411.6473 - logits_profile_predictions_loss: 404.6854 - logcount_predictions_loss: 0.3238 10/2167 [..............................] - ETA: 10:54 - loss: 410.7381 - logits_profile_predictions_loss: 403.7525 - logcount_predictions_loss: 0.3249 11/2167 [..............................] - ETA: 10:53 - loss: 410.2643 - logits_profile_predictions_loss: 403.2522 - logcount_predictions_loss: 0.3261 12/2167 [..............................] - ETA: 10:53 - loss: 409.5947 - logits_profile_predictions_loss: 402.5631 - logcount_predictions_loss: 0.3271 13/2167 [..............................] - ETA: 10:53 - loss: 409.2574 - logits_profile_predictions_loss: 402.2079 - logcount_predictions_loss: 0.3279 14/2167 [..............................] - ETA: 10:53 - loss: 408.8957 - logits_profile_predictions_loss: 401.8383 - logcount_predictions_loss: 0.3283 15/2167 [..............................] - ETA: 10:52 - loss: 408.5398 - logits_profile_predictions_loss: 401.4831 - logcount_predictions_loss: 0.3282 16/2167 [..............................] - ETA: 10:52 - loss: 408.3061 - logits_profile_predictions_loss: 401.2525 - logcount_predictions_loss: 0.3281 17/2167 [..............................] - ETA: 10:52 - loss: 408.1274 - logits_profile_predictions_loss: 401.0817 - logcount_predictions_loss: 0.3277 18/2167 [..............................] - ETA: 10:52 - loss: 407.9397 - logits_profile_predictions_loss: 400.9066 - logcount_predictions_loss: 0.3271 19/2167 [..............................] - ETA: 10:51 - loss: 407.7441 - logits_profile_predictions_loss: 400.7241 - logcount_predictions_loss: 0.3265 20/2167 [..............................] - ETA: 10:51 - loss: 407.5546 - logits_profile_predictions_loss: 400.5358 - logcount_predictions_loss: 0.3265 21/2167 [..............................] - ETA: 10:51 - loss: 407.4157 - logits_profile_predictions_loss: 400.4006 - logcount_predictions_loss: 0.3263 22/2167 [..............................] - ETA: 10:51 - loss: 407.3667 - logits_profile_predictions_loss: 400.3545 - logcount_predictions_loss: 0.3262 23/2167 [..............................] - ETA: 10:50 - loss: 407.3581 - logits_profile_predictions_loss: 400.3507 - logcount_predictions_loss: 0.3259 24/2167 [..............................] - ETA: 10:50 - loss: 407.2809 - logits_profile_predictions_loss: 400.2795 - logcount_predictions_loss: 0.3256 25/2167 [..............................] - ETA: 10:50 - loss: 407.2201 - logits_profile_predictions_loss: 400.2266 - logcount_predictions_loss: 0.3253 26/2167 [..............................] - ETA: 10:49 - loss: 407.1776 - logits_profile_predictions_loss: 400.1943 - logcount_predictions_loss: 0.3248 27/2167 [..............................] - ETA: 10:49 - loss: 407.0909 - logits_profile_predictions_loss: 400.1161 - logcount_predictions_loss: 0.3244 28/2167 [..............................] - ETA: 10:49 - loss: 407.0322 - logits_profile_predictions_loss: 400.0635 - logcount_predictions_loss: 0.3241 29/2167 [..............................] - ETA: 10:49 - loss: 406.9785 - logits_profile_predictions_loss: 400.0152 - logcount_predictions_loss: 0.3239 30/2167 [..............................] - ETA: 10:48 - loss: 406.9075 - logits_profile_predictions_loss: 399.9483 - logcount_predictions_loss: 0.3237 31/2167 [..............................] - ETA: 10:48 - loss: 406.8455 - logits_profile_predictions_loss: 399.8915 - logcount_predictions_loss: 0.3234 32/2167 [..............................] - ETA: 10:48 - loss: 406.7980 - logits_profile_predictions_loss: 399.8483 - logcount_predictions_loss: 0.3232 33/2167 [..............................] - ETA: 10:47 - loss: 406.7733 - logits_profile_predictions_loss: 399.8262 - logcount_predictions_loss: 0.3231 34/2167 [..............................] - ETA: 10:47 - loss: 406.7714 - logits_profile_predictions_loss: 399.8258 - logcount_predictions_loss: 0.3231 35/2167 [..............................] - ETA: 10:47 - loss: 406.7478 - logits_profile_predictions_loss: 399.8045 - logcount_predictions_loss: 0.3229 36/2167 [..............................] - ETA: 10:47 - loss: 406.6969 - logits_profile_predictions_loss: 399.7531 - logcount_predictions_loss: 0.3230 37/2167 [..............................] - ETA: 10:46 - loss: 406.6363 - logits_profile_predictions_loss: 399.6930 - logcount_predictions_loss: 0.3229 38/2167 [..............................] - ETA: 10:46 - loss: 406.5873 - logits_profile_predictions_loss: 399.6454 - logcount_predictions_loss: 0.3229 39/2167 [..............................] - ETA: 10:46 - loss: 406.5648 - logits_profile_predictions_loss: 399.6251 - logcount_predictions_loss: 0.3228 40/2167 [..............................] - ETA: 10:45 - loss: 406.5780 - logits_profile_predictions_loss: 399.6407 - logcount_predictions_loss: 0.3227 41/2167 [..............................] - ETA: 10:45 - loss: 406.6105 - logits_profile_predictions_loss: 399.6757 - logcount_predictions_loss: 0.3225 42/2167 [..............................] - ETA: 10:45 - loss: 406.6632 - logits_profile_predictions_loss: 399.7317 - logcount_predictions_loss: 0.3224 43/2167 [..............................] - ETA: 10:45 - loss: 406.7114 - logits_profile_predictions_loss: 399.7814 - logcount_predictions_loss: 0.3223 44/2167 [..............................] - ETA: 10:44 - loss: 406.7261 - logits_profile_predictions_loss: 399.7985 - logcount_predictions_loss: 0.3222 45/2167 [..............................] - ETA: 10:44 - loss: 406.7388 - logits_profile_predictions_loss: 399.8138 - logcount_predictions_loss: 0.3221 46/2167 [..............................] - ETA: 10:44 - loss: 406.7685 - logits_profile_predictions_loss: 399.8451 - logcount_predictions_loss: 0.3220 47/2167 [..............................] - ETA: 10:43 - loss: 406.7886 - logits_profile_predictions_loss: 399.8673 - logcount_predictions_loss: 0.3219 48/2167 [..............................] - ETA: 10:43 - loss: 406.8127 - logits_profile_predictions_loss: 399.8932 - logcount_predictions_loss: 0.3218 49/2167 [..............................] - ETA: 10:43 - loss: 406.8467 - logits_profile_predictions_loss: 399.9289 - logcount_predictions_loss: 0.3218 50/2167 [..............................] - ETA: 10:42 - loss: 406.8879 - logits_profile_predictions_loss: 399.9697 - logcount_predictions_loss: 0.3218 51/2167 [..............................] - ETA: 10:42 - loss: 406.9121 - logits_profile_predictions_loss: 399.9937 - logcount_predictions_loss: 0.3218 52/2167 [..............................] - ETA: 10:42 - loss: 406.9497 - logits_profile_predictions_loss: 400.0315 - logcount_predictions_loss: 0.3218 53/2167 [..............................] - ETA: 10:42 - loss: 406.9822 - logits_profile_predictions_loss: 400.0635 - logcount_predictions_loss: 0.3218 54/2167 [..............................] - ETA: 10:41 - loss: 407.0086 - logits_profile_predictions_loss: 400.0896 - logcount_predictions_loss: 0.3218 55/2167 [..............................] - ETA: 10:41 - loss: 407.0248 - logits_profile_predictions_loss: 400.1052 - logcount_predictions_loss: 0.3218 56/2167 [..............................] - ETA: 10:41 - loss: 407.0343 - logits_profile_predictions_loss: 400.1142 - logcount_predictions_loss: 0.3219 57/2167 [..............................] - ETA: 10:40 - loss: 407.0558 - logits_profile_predictions_loss: 400.1356 - logcount_predictions_loss: 0.3219 58/2167 [..............................] - ETA: 10:40 - loss: 407.0774 - logits_profile_predictions_loss: 400.1572 - logcount_predictions_loss: 0.3219 59/2167 [..............................] - ETA: 10:40 - loss: 407.0989 - logits_profile_predictions_loss: 400.1792 - logcount_predictions_loss: 0.3218 60/2167 [..............................] - ETA: 10:40 - loss: 407.1126 - logits_profile_predictions_loss: 400.1932 - logcount_predictions_loss: 0.3218 61/2167 [..............................] - ETA: 10:39 - loss: 407.1238 - logits_profile_predictions_loss: 400.2044 - logcount_predictions_loss: 0.3218 62/2167 [..............................] - ETA: 10:39 - loss: 407.1374 - logits_profile_predictions_loss: 400.2181 - logcount_predictions_loss: 0.3218 63/2167 [..............................] - ETA: 10:39 - loss: 407.1555 - logits_profile_predictions_loss: 400.2363 - logcount_predictions_loss: 0.3218 64/2167 [..............................] - ETA: 10:38 - loss: 407.1832 - logits_profile_predictions_loss: 400.2649 - logcount_predictions_loss: 0.3218 65/2167 [..............................] - ETA: 10:38 - loss: 407.2113 - logits_profile_predictions_loss: 400.2944 - logcount_predictions_loss: 0.3217 66/2167 [..............................] - ETA: 10:38 - loss: 407.2301 - logits_profile_predictions_loss: 400.3147 - logcount_predictions_loss: 0.3216 67/2167 [..............................] - ETA: 10:37 - loss: 407.2546 - logits_profile_predictions_loss: 400.3406 - logcount_predictions_loss: 0.3216 68/2167 [..............................] - ETA: 10:37 - loss: 407.2721 - logits_profile_predictions_loss: 400.3592 - logcount_predictions_loss: 0.3215 69/2167 [..............................] - ETA: 10:37 - loss: 407.2879 - logits_profile_predictions_loss: 400.3760 - logcount_predictions_loss: 0.3215 70/2167 [..............................] - ETA: 10:37 - loss: 407.3119 - 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[>.............................] - ETA: 10:35 - loss: 407.4370 - logits_profile_predictions_loss: 400.5345 - logcount_predictions_loss: 0.3210 78/2167 [>.............................] - ETA: 10:34 - loss: 407.4590 - logits_profile_predictions_loss: 400.5574 - logcount_predictions_loss: 0.3210 79/2167 [>.............................] - ETA: 10:34 - loss: 407.4856 - logits_profile_predictions_loss: 400.5850 - logcount_predictions_loss: 0.3210 80/2167 [>.............................] - ETA: 10:34 - loss: 407.5170 - logits_profile_predictions_loss: 400.6173 - logcount_predictions_loss: 0.3209 81/2167 [>.............................] - ETA: 10:33 - loss: 407.5461 - logits_profile_predictions_loss: 400.6473 - logcount_predictions_loss: 0.3209 82/2167 [>.............................] - ETA: 10:34 - loss: 407.5741 - logits_profile_predictions_loss: 400.6760 - logcount_predictions_loss: 0.3208 83/2167 [>.............................] - ETA: 10:35 - loss: 407.6028 - 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[>.............................] - ETA: 10:33 - loss: 407.7724 - logits_profile_predictions_loss: 400.8781 - logcount_predictions_loss: 0.3207 91/2167 [>.............................] - ETA: 10:32 - loss: 407.7929 - logits_profile_predictions_loss: 400.8988 - logcount_predictions_loss: 0.3207 92/2167 [>.............................] - ETA: 10:32 - loss: 407.8142 - logits_profile_predictions_loss: 400.9203 - logcount_predictions_loss: 0.3206 93/2167 [>.............................] - ETA: 10:32 - loss: 407.8359 - logits_profile_predictions_loss: 400.9422 - logcount_predictions_loss: 0.3206 94/2167 [>.............................] - ETA: 10:31 - loss: 407.8571 - logits_profile_predictions_loss: 400.9634 - logcount_predictions_loss: 0.3206 95/2167 [>.............................] - ETA: 10:31 - loss: 407.8752 - logits_profile_predictions_loss: 400.9814 - logcount_predictions_loss: 0.3206 96/2167 [>.............................] - ETA: 10:31 - loss: 407.8885 - 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[>.............................] - ETA: 10:29 - loss: 407.9803 - logits_profile_predictions_loss: 401.0863 - logcount_predictions_loss: 0.3207 104/2167 [>.............................] - ETA: 10:28 - loss: 407.9897 - logits_profile_predictions_loss: 401.0958 - logcount_predictions_loss: 0.3206 105/2167 [>.............................] - ETA: 10:28 - loss: 407.9987 - logits_profile_predictions_loss: 401.1049 - logcount_predictions_loss: 0.3206 106/2167 [>.............................] - ETA: 10:28 - loss: 408.0122 - logits_profile_predictions_loss: 401.1187 - logcount_predictions_loss: 0.3206 107/2167 [>.............................] - ETA: 10:27 - loss: 408.0217 - logits_profile_predictions_loss: 401.1284 - logcount_predictions_loss: 0.3206 108/2167 [>.............................] - ETA: 10:27 - loss: 408.0343 - logits_profile_predictions_loss: 401.1410 - logcount_predictions_loss: 0.3206 109/2167 [>.............................] - ETA: 10:27 - loss: 408.0450 - 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[>.............................] - ETA: 10:24 - loss: 408.0778 - logits_profile_predictions_loss: 401.1859 - logcount_predictions_loss: 0.3206 117/2167 [>.............................] - ETA: 10:24 - loss: 408.0800 - logits_profile_predictions_loss: 401.1884 - logcount_predictions_loss: 0.3205 118/2167 [>.............................] - ETA: 10:24 - loss: 408.0847 - logits_profile_predictions_loss: 401.1934 - logcount_predictions_loss: 0.3205 119/2167 [>.............................] - ETA: 10:24 - loss: 408.0864 - logits_profile_predictions_loss: 401.1954 - logcount_predictions_loss: 0.3205 120/2167 [>.............................] - ETA: 10:23 - loss: 408.0886 - logits_profile_predictions_loss: 401.1979 - logcount_predictions_loss: 0.3205 121/2167 [>.............................] - ETA: 10:23 - loss: 408.0923 - logits_profile_predictions_loss: 401.2019 - logcount_predictions_loss: 0.3205 122/2167 [>.............................] - ETA: 10:23 - loss: 408.0961 - 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[=>............................] - ETA: 10:12 - loss: 408.2069 - logits_profile_predictions_loss: 401.3165 - logcount_predictions_loss: 0.3205 156/2167 [=>............................] - ETA: 10:12 - loss: 408.2113 - logits_profile_predictions_loss: 401.3207 - logcount_predictions_loss: 0.3205 157/2167 [=>............................] - ETA: 10:12 - loss: 408.2147 - logits_profile_predictions_loss: 401.3240 - logcount_predictions_loss: 0.3205 158/2167 [=>............................] - ETA: 10:11 - loss: 408.2191 - logits_profile_predictions_loss: 401.3283 - logcount_predictions_loss: 0.3205 159/2167 [=>............................] - ETA: 10:11 - loss: 408.2214 - logits_profile_predictions_loss: 401.3307 - logcount_predictions_loss: 0.3205 160/2167 [=>............................] - ETA: 10:11 - loss: 408.2214 - logits_profile_predictions_loss: 401.3306 - logcount_predictions_loss: 0.3205 161/2167 [=>............................] - ETA: 10:11 - loss: 408.2227 - 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[===>..........................] - ETA: 9:29 - loss: 408.1399 - logits_profile_predictions_loss: 401.2014 - logcount_predictions_loss: 0.3227 299/2167 [===>..........................] - ETA: 9:29 - loss: 408.1382 - logits_profile_predictions_loss: 401.1996 - logcount_predictions_loss: 0.3227 300/2167 [===>..........................] - ETA: 9:28 - loss: 408.1365 - logits_profile_predictions_loss: 401.1976 - logcount_predictions_loss: 0.3227 301/2167 [===>..........................] - ETA: 9:28 - loss: 408.1346 - logits_profile_predictions_loss: 401.1955 - logcount_predictions_loss: 0.3228 302/2167 [===>..........................] - ETA: 9:28 - loss: 408.1327 - logits_profile_predictions_loss: 401.1933 - logcount_predictions_loss: 0.3228 303/2167 [===>..........................] - ETA: 9:27 - loss: 408.1300 - logits_profile_predictions_loss: 401.1904 - logcount_predictions_loss: 0.3228 304/2167 [===>..........................] - ETA: 9:27 - loss: 408.1272 - 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[===>..........................] - ETA: 9:25 - loss: 408.1149 - logits_profile_predictions_loss: 401.1736 - logcount_predictions_loss: 0.3228 312/2167 [===>..........................] - ETA: 9:25 - loss: 408.1132 - logits_profile_predictions_loss: 401.1718 - logcount_predictions_loss: 0.3229 313/2167 [===>..........................] - ETA: 9:24 - loss: 408.1113 - logits_profile_predictions_loss: 401.1697 - logcount_predictions_loss: 0.3229 314/2167 [===>..........................] - ETA: 9:24 - loss: 408.1091 - logits_profile_predictions_loss: 401.1674 - logcount_predictions_loss: 0.3229 315/2167 [===>..........................] - ETA: 9:24 - loss: 408.1068 - logits_profile_predictions_loss: 401.1650 - logcount_predictions_loss: 0.3229 316/2167 [===>..........................] - ETA: 9:24 - loss: 408.1051 - logits_profile_predictions_loss: 401.1631 - logcount_predictions_loss: 0.3229 317/2167 [===>..........................] - ETA: 9:23 - loss: 408.1027 - 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[===>..........................] - ETA: 9:21 - loss: 408.0839 - logits_profile_predictions_loss: 401.1407 - logcount_predictions_loss: 0.3229 325/2167 [===>..........................] - ETA: 9:21 - loss: 408.0809 - logits_profile_predictions_loss: 401.1375 - logcount_predictions_loss: 0.3229 326/2167 [===>..........................] - ETA: 9:20 - loss: 408.0776 - logits_profile_predictions_loss: 401.1341 - logcount_predictions_loss: 0.3230 327/2167 [===>..........................] - ETA: 9:20 - loss: 408.0743 - logits_profile_predictions_loss: 401.1307 - logcount_predictions_loss: 0.3230 328/2167 [===>..........................] - ETA: 9:20 - loss: 408.0713 - logits_profile_predictions_loss: 401.1275 - logcount_predictions_loss: 0.3230 329/2167 [===>..........................] - ETA: 9:20 - loss: 408.0683 - logits_profile_predictions_loss: 401.1244 - logcount_predictions_loss: 0.3230 330/2167 [===>..........................] - ETA: 9:19 - loss: 408.0651 - 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[===>..........................] - ETA: 9:17 - loss: 408.0451 - logits_profile_predictions_loss: 401.1000 - logcount_predictions_loss: 0.3230 338/2167 [===>..........................] - ETA: 9:17 - loss: 408.0421 - logits_profile_predictions_loss: 401.0969 - logcount_predictions_loss: 0.3230 339/2167 [===>..........................] - ETA: 9:17 - loss: 408.0393 - logits_profile_predictions_loss: 401.0940 - logcount_predictions_loss: 0.3230 340/2167 [===>..........................] - ETA: 9:16 - loss: 408.0364 - logits_profile_predictions_loss: 401.0909 - logcount_predictions_loss: 0.3230 341/2167 [===>..........................] - ETA: 9:16 - loss: 408.0334 - logits_profile_predictions_loss: 401.0877 - logcount_predictions_loss: 0.3231 342/2167 [===>..........................] - ETA: 9:16 - loss: 408.0303 - logits_profile_predictions_loss: 401.0844 - logcount_predictions_loss: 0.3231 343/2167 [===>..........................] - ETA: 9:15 - loss: 408.0270 - 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[===>..........................] - ETA: 9:13 - loss: 408.0043 - logits_profile_predictions_loss: 401.0567 - logcount_predictions_loss: 0.3231 351/2167 [===>..........................] - ETA: 9:13 - loss: 408.0014 - logits_profile_predictions_loss: 401.0536 - logcount_predictions_loss: 0.3232 352/2167 [===>..........................] - ETA: 9:13 - loss: 407.9982 - logits_profile_predictions_loss: 401.0503 - logcount_predictions_loss: 0.3232 353/2167 [===>..........................] - ETA: 9:12 - loss: 407.9951 - logits_profile_predictions_loss: 401.0471 - logcount_predictions_loss: 0.3232 354/2167 [===>..........................] - ETA: 9:12 - loss: 407.9920 - logits_profile_predictions_loss: 401.0438 - logcount_predictions_loss: 0.3232 355/2167 [===>..........................] - ETA: 9:12 - loss: 407.9890 - logits_profile_predictions_loss: 401.0407 - logcount_predictions_loss: 0.3232 356/2167 [===>..........................] - ETA: 9:11 - loss: 407.9859 - 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[====>.........................] - ETA: 9:09 - loss: 407.9612 - logits_profile_predictions_loss: 401.0118 - logcount_predictions_loss: 0.3232 364/2167 [====>.........................] - ETA: 9:09 - loss: 407.9578 - logits_profile_predictions_loss: 401.0082 - logcount_predictions_loss: 0.3232 365/2167 [====>.........................] - ETA: 9:09 - loss: 407.9546 - logits_profile_predictions_loss: 401.0049 - logcount_predictions_loss: 0.3232 366/2167 [====>.........................] - ETA: 9:08 - loss: 407.9516 - logits_profile_predictions_loss: 401.0017 - logcount_predictions_loss: 0.3232 367/2167 [====>.........................] - ETA: 9:08 - loss: 407.9486 - logits_profile_predictions_loss: 400.9986 - logcount_predictions_loss: 0.3233 368/2167 [====>.........................] - ETA: 9:08 - loss: 407.9461 - logits_profile_predictions_loss: 400.9960 - logcount_predictions_loss: 0.3233 369/2167 [====>.........................] - ETA: 9:07 - loss: 407.9438 - 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[====>.........................] - ETA: 9:05 - loss: 407.9242 - logits_profile_predictions_loss: 400.9733 - logcount_predictions_loss: 0.3233 377/2167 [====>.........................] - ETA: 9:05 - loss: 407.9211 - logits_profile_predictions_loss: 400.9701 - logcount_predictions_loss: 0.3233 378/2167 [====>.........................] - ETA: 9:05 - loss: 407.9177 - logits_profile_predictions_loss: 400.9667 - logcount_predictions_loss: 0.3233 379/2167 [====>.........................] - ETA: 9:04 - loss: 407.9140 - logits_profile_predictions_loss: 400.9630 - logcount_predictions_loss: 0.3233 380/2167 [====>.........................] - ETA: 9:04 - loss: 407.9106 - logits_profile_predictions_loss: 400.9595 - logcount_predictions_loss: 0.3233 381/2167 [====>.........................] - ETA: 9:04 - loss: 407.9072 - logits_profile_predictions_loss: 400.9560 - logcount_predictions_loss: 0.3233 382/2167 [====>.........................] - ETA: 9:03 - loss: 407.9040 - logits_profile_predictions_loss: 400.9527 - logcount_predictions_loss: 0.3233 383/2167 [====>.........................] - ETA: 9:03 - loss: 407.9009 - logits_profile_predictions_loss: 400.9496 - logcount_predictions_loss: 0.3233 384/2167 [====>.........................] - ETA: 9:03 - loss: 407.8980 - logits_profile_predictions_loss: 400.9467 - logcount_predictions_loss: 0.3233 385/2167 [====>.........................] - ETA: 9:03 - loss: 407.8950 - logits_profile_predictions_loss: 400.9436 - logcount_predictions_loss: 0.3233 386/2167 [====>.........................] - ETA: 9:02 - loss: 407.8925 - logits_profile_predictions_loss: 400.9411 - logcount_predictions_loss: 0.3233 387/2167 [====>.........................] - ETA: 9:02 - loss: 407.8901 - logits_profile_predictions_loss: 400.9386 - logcount_predictions_loss: 0.3233 388/2167 [====>.........................] - ETA: 9:02 - loss: 407.8878 - logits_profile_predictions_loss: 400.9362 - logcount_predictions_loss: 0.3233 389/2167 [====>.........................] - ETA: 9:01 - loss: 407.8854 - logits_profile_predictions_loss: 400.9338 - logcount_predictions_loss: 0.3233 390/2167 [====>.........................] - ETA: 9:01 - loss: 407.8831 - logits_profile_predictions_loss: 400.9315 - logcount_predictions_loss: 0.3233 391/2167 [====>.........................] - ETA: 9:01 - loss: 407.8809 - logits_profile_predictions_loss: 400.9292 - logcount_predictions_loss: 0.3233 392/2167 [====>.........................] - ETA: 9:00 - loss: 407.8787 - logits_profile_predictions_loss: 400.9269 - logcount_predictions_loss: 0.3233 393/2167 [====>.........................] - ETA: 9:00 - loss: 407.8761 - logits_profile_predictions_loss: 400.9243 - logcount_predictions_loss: 0.3233 394/2167 [====>.........................] - ETA: 9:00 - loss: 407.8738 - logits_profile_predictions_loss: 400.9219 - logcount_predictions_loss: 0.3233 395/2167 [====>.........................] - ETA: 9:00 - loss: 407.8711 - 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[===========================>..] - ETA: 30s - loss: 408.3832 - logits_profile_predictions_loss: 401.4313 - logcount_predictions_loss: 0.3234 2067/2167 [===========================>..] - ETA: 30s - loss: 408.3838 - logits_profile_predictions_loss: 401.4319 - logcount_predictions_loss: 0.3234 2068/2167 [===========================>..] - ETA: 30s - loss: 408.3844 - logits_profile_predictions_loss: 401.4325 - logcount_predictions_loss: 0.3234 2069/2167 [===========================>..] - ETA: 29s - loss: 408.3850 - logits_profile_predictions_loss: 401.4331 - logcount_predictions_loss: 0.3234 2070/2167 [===========================>..] - ETA: 29s - loss: 408.3856 - logits_profile_predictions_loss: 401.4337 - logcount_predictions_loss: 0.3234 2071/2167 [===========================>..] - ETA: 29s - loss: 408.3861 - logits_profile_predictions_loss: 401.4343 - logcount_predictions_loss: 0.3234 2072/2167 [===========================>..] - ETA: 28s - loss: 408.3867 - 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[===========================>..] - ETA: 22s - loss: 408.3977 - logits_profile_predictions_loss: 401.4465 - logcount_predictions_loss: 0.3233 2093/2167 [===========================>..] - ETA: 22s - loss: 408.3983 - logits_profile_predictions_loss: 401.4471 - logcount_predictions_loss: 0.3233 2094/2167 [===========================>..] - ETA: 22s - loss: 408.3988 - logits_profile_predictions_loss: 401.4476 - logcount_predictions_loss: 0.3233 2095/2167 [============================>.] - ETA: 21s - loss: 408.3994 - logits_profile_predictions_loss: 401.4482 - logcount_predictions_loss: 0.3233 2096/2167 [============================>.] - ETA: 21s - loss: 408.3999 - logits_profile_predictions_loss: 401.4488 - logcount_predictions_loss: 0.3233 2097/2167 [============================>.] - ETA: 21s - loss: 408.4004 - logits_profile_predictions_loss: 401.4493 - logcount_predictions_loss: 0.3233 2098/2167 [============================>.] - ETA: 21s - loss: 408.4010 - 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[============================>.] - ETA: 18s - loss: 408.4049 - logits_profile_predictions_loss: 401.4540 - logcount_predictions_loss: 0.3233 2106/2167 [============================>.] - ETA: 18s - loss: 408.4054 - logits_profile_predictions_loss: 401.4546 - logcount_predictions_loss: 0.3233 2107/2167 [============================>.] - ETA: 18s - loss: 408.4060 - logits_profile_predictions_loss: 401.4551 - logcount_predictions_loss: 0.3233 2108/2167 [============================>.] - ETA: 17s - loss: 408.4065 - logits_profile_predictions_loss: 401.4557 - logcount_predictions_loss: 0.3233 2109/2167 [============================>.] - ETA: 17s - loss: 408.4071 - logits_profile_predictions_loss: 401.4563 - logcount_predictions_loss: 0.3233 2110/2167 [============================>.] - ETA: 17s - loss: 408.4077 - logits_profile_predictions_loss: 401.4569 - logcount_predictions_loss: 0.3233 2111/2167 [============================>.] - ETA: 17s - loss: 408.4082 - 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[============================>.] - ETA: 14s - loss: 408.4120 - logits_profile_predictions_loss: 401.4615 - logcount_predictions_loss: 0.3233 2119/2167 [============================>.] - ETA: 14s - loss: 408.4126 - logits_profile_predictions_loss: 401.4620 - logcount_predictions_loss: 0.3233 2120/2167 [============================>.] - ETA: 14s - loss: 408.4131 - logits_profile_predictions_loss: 401.4626 - logcount_predictions_loss: 0.3233 2121/2167 [============================>.] - ETA: 14s - loss: 408.4137 - logits_profile_predictions_loss: 401.4632 - logcount_predictions_loss: 0.3233 2122/2167 [============================>.] - ETA: 13s - loss: 408.4143 - logits_profile_predictions_loss: 401.4638 - logcount_predictions_loss: 0.3233 2123/2167 [============================>.] - ETA: 13s - loss: 408.4148 - logits_profile_predictions_loss: 401.4644 - logcount_predictions_loss: 0.3233 2124/2167 [============================>.] - ETA: 13s - loss: 408.4154 - 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[============================>.] - ETA: 10s - loss: 408.4194 - logits_profile_predictions_loss: 401.4691 - logcount_predictions_loss: 0.3233 2132/2167 [============================>.] - ETA: 10s - loss: 408.4200 - logits_profile_predictions_loss: 401.4697 - logcount_predictions_loss: 0.3233 2133/2167 [============================>.] - ETA: 10s - loss: 408.4206 - logits_profile_predictions_loss: 401.4703 - logcount_predictions_loss: 0.3233 2134/2167 [============================>.] - ETA: 10s - loss: 408.4211 - logits_profile_predictions_loss: 401.4709 - logcount_predictions_loss: 0.3233 2135/2167 [============================>.] - ETA: 9s - loss: 408.4217 - logits_profile_predictions_loss: 401.4715 - logcount_predictions_loss: 0.3233  2136/2167 [============================>.] - ETA: 9s - loss: 408.4222 - logits_profile_predictions_loss: 401.4721 - logcount_predictions_loss: 0.3233 2137/2167 [============================>.] - ETA: 9s - loss: 408.4228 - logits_profile_predictions_loss: 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2151/2167 [============================>.] - ETA: 4s - loss: 408.4308 - logits_profile_predictions_loss: 401.4810 - logcount_predictions_loss: 0.3233 2152/2167 [============================>.] - ETA: 4s - loss: 408.4313 - logits_profile_predictions_loss: 401.4816 - logcount_predictions_loss: 0.3233 2153/2167 [============================>.] - ETA: 4s - loss: 408.4319 - logits_profile_predictions_loss: 401.4822 - logcount_predictions_loss: 0.3233 2154/2167 [============================>.] - ETA: 3s - loss: 408.4325 - logits_profile_predictions_loss: 401.4828 - logcount_predictions_loss: 0.3233 2155/2167 [============================>.] - ETA: 3s - loss: 408.4330 - logits_profile_predictions_loss: 401.4834 - logcount_predictions_loss: 0.3233 2156/2167 [============================>.] - ETA: 3s - loss: 408.4336 - logits_profile_predictions_loss: 401.4839 - logcount_predictions_loss: 0.3233 2157/2167 [============================>.] - ETA: 3s - loss: 408.4342 - logits_profile_predictions_loss: 401.4845 - logcount_predictions_loss: 0.3233 2158/2167 [============================>.] - ETA: 2s - loss: 408.4347 - logits_profile_predictions_loss: 401.4851 - logcount_predictions_loss: 0.3233 2159/2167 [============================>.] - ETA: 2s - loss: 408.4353 - logits_profile_predictions_loss: 401.4857 - logcount_predictions_loss: 0.3233 2160/2167 [============================>.] - ETA: 2s - loss: 408.4358 - logits_profile_predictions_loss: 401.4862 - logcount_predictions_loss: 0.3232 2161/2167 [============================>.] - ETA: 1s - loss: 408.4364 - logits_profile_predictions_loss: 401.4868 - logcount_predictions_loss: 0.3232 2162/2167 [============================>.] - ETA: 1s - loss: 408.4369 - logits_profile_predictions_loss: 401.4874 - logcount_predictions_loss: 0.3232 2163/2167 [============================>.] - ETA: 1s - loss: 408.4375 - logits_profile_predictions_loss: 401.4880 - logcount_predictions_loss: 0.3232 2164/2167 [============================>.] - ETA: 0s - loss: 408.4380 - logits_profile_predictions_loss: 401.4885 - logcount_predictions_loss: 0.3232 2165/2167 [============================>.] - ETA: 0s - loss: 408.4385 - logits_profile_predictions_loss: 401.4891 - logcount_predictions_loss: 0.3232 2166/2167 [============================>.] - ETA: 0s - loss: 408.4391 - logits_profile_predictions_loss: 401.4897 - logcount_predictions_loss: 0.3232 2167/2167 [==============================] - ETA: 0s - loss: 408.4396 - logits_profile_predictions_loss: 401.4902 - logcount_predictions_loss: 0.3232 2167/2167 [==============================] - 685s 316ms/step - loss: 408.4401 - logits_profile_predictions_loss: 401.4908 - logcount_predictions_loss: 0.3232 - val_loss: 429.9715 - val_logits_profile_predictions_loss: 417.8387 - val_logcount_predictions_loss: 0.5643 Epoch 00011: val_loss did not improve from 429.68704 Epoch 12/50 1/2167 [..............................] - ETA: 11:18 - loss: 385.9949 - logits_profile_predictions_loss: 380.6838 - logcount_predictions_loss: 0.2470 2/2167 [..............................] - ETA: 10:55 - loss: 383.6364 - logits_profile_predictions_loss: 378.1546 - logcount_predictions_loss: 0.2550 3/2167 [..............................] - ETA: 10:54 - loss: 386.0941 - logits_profile_predictions_loss: 380.5928 - logcount_predictions_loss: 0.2559 4/2167 [..............................] - ETA: 10:55 - loss: 387.4965 - logits_profile_predictions_loss: 381.7638 - logcount_predictions_loss: 0.2666 5/2167 [..............................] - ETA: 10:55 - loss: 388.5942 - logits_profile_predictions_loss: 382.6716 - logcount_predictions_loss: 0.2755 6/2167 [..............................] - ETA: 10:55 - loss: 389.7371 - logits_profile_predictions_loss: 383.7194 - logcount_predictions_loss: 0.2799 7/2167 [..............................] - ETA: 10:55 - loss: 392.3434 - logits_profile_predictions_loss: 386.2726 - logcount_predictions_loss: 0.2824 8/2167 [..............................] - ETA: 10:55 - loss: 393.7309 - logits_profile_predictions_loss: 387.6252 - logcount_predictions_loss: 0.2840 9/2167 [..............................] - ETA: 10:54 - loss: 394.9938 - logits_profile_predictions_loss: 388.8924 - logcount_predictions_loss: 0.2838 10/2167 [..............................] - ETA: 10:54 - loss: 395.9655 - logits_profile_predictions_loss: 389.8687 - logcount_predictions_loss: 0.2836 11/2167 [..............................] - ETA: 10:54 - loss: 396.8992 - logits_profile_predictions_loss: 390.8245 - logcount_predictions_loss: 0.2825 12/2167 [..............................] - ETA: 10:53 - loss: 397.5343 - logits_profile_predictions_loss: 391.4805 - logcount_predictions_loss: 0.2816 13/2167 [..............................] - ETA: 10:53 - loss: 398.1948 - logits_profile_predictions_loss: 392.1558 - logcount_predictions_loss: 0.2809 14/2167 [..............................] - ETA: 10:53 - loss: 398.5107 - logits_profile_predictions_loss: 392.4826 - logcount_predictions_loss: 0.2804 15/2167 [..............................] - ETA: 10:52 - loss: 398.8841 - logits_profile_predictions_loss: 392.8613 - logcount_predictions_loss: 0.2801 16/2167 [..............................] - ETA: 10:52 - loss: 399.2891 - logits_profile_predictions_loss: 393.2604 - logcount_predictions_loss: 0.2804 17/2167 [..............................] - ETA: 10:52 - loss: 399.5885 - logits_profile_predictions_loss: 393.5526 - logcount_predictions_loss: 0.2807 18/2167 [..............................] - ETA: 10:52 - loss: 399.8935 - logits_profile_predictions_loss: 393.8449 - logcount_predictions_loss: 0.2813 19/2167 [..............................] - ETA: 10:51 - loss: 400.1200 - logits_profile_predictions_loss: 394.0488 - logcount_predictions_loss: 0.2824 20/2167 [..............................] - ETA: 10:51 - loss: 400.3298 - logits_profile_predictions_loss: 394.2372 - logcount_predictions_loss: 0.2834 21/2167 [..............................] - ETA: 10:51 - loss: 400.5387 - logits_profile_predictions_loss: 394.4275 - logcount_predictions_loss: 0.2842 22/2167 [..............................] - ETA: 10:51 - loss: 400.6110 - logits_profile_predictions_loss: 394.4791 - logcount_predictions_loss: 0.2852 23/2167 [..............................] - ETA: 10:50 - loss: 400.6403 - logits_profile_predictions_loss: 394.4859 - logcount_predictions_loss: 0.2863 24/2167 [..............................] - ETA: 10:50 - loss: 400.6118 - logits_profile_predictions_loss: 394.4362 - logcount_predictions_loss: 0.2872 25/2167 [..............................] - ETA: 10:50 - loss: 400.6869 - logits_profile_predictions_loss: 394.4945 - logcount_predictions_loss: 0.2880 26/2167 [..............................] - ETA: 10:49 - loss: 400.8293 - logits_profile_predictions_loss: 394.6208 - logcount_predictions_loss: 0.2888 27/2167 [..............................] - ETA: 10:49 - loss: 400.9758 - 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[..............................] - ETA: 10:47 - loss: 401.4836 - logits_profile_predictions_loss: 395.1710 - logcount_predictions_loss: 0.2936 35/2167 [..............................] - ETA: 10:47 - loss: 401.5660 - logits_profile_predictions_loss: 395.2421 - logcount_predictions_loss: 0.2941 36/2167 [..............................] - ETA: 10:47 - loss: 401.6037 - logits_profile_predictions_loss: 395.2692 - logcount_predictions_loss: 0.2946 37/2167 [..............................] - ETA: 10:46 - loss: 401.6525 - logits_profile_predictions_loss: 395.3091 - logcount_predictions_loss: 0.2950 38/2167 [..............................] - ETA: 10:46 - loss: 401.6726 - logits_profile_predictions_loss: 395.3219 - logcount_predictions_loss: 0.2954 39/2167 [..............................] - ETA: 10:46 - loss: 401.7251 - logits_profile_predictions_loss: 395.3672 - logcount_predictions_loss: 0.2957 40/2167 [..............................] - ETA: 10:46 - loss: 401.7865 - 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[===>..........................] - ETA: 9:29 - loss: 405.7632 - logits_profile_predictions_loss: 399.4518 - logcount_predictions_loss: 0.2936 295/2167 [===>..........................] - ETA: 9:29 - loss: 405.7681 - logits_profile_predictions_loss: 399.4570 - logcount_predictions_loss: 0.2935 296/2167 [===>..........................] - ETA: 9:29 - loss: 405.7732 - logits_profile_predictions_loss: 399.4624 - logcount_predictions_loss: 0.2935 297/2167 [===>..........................] - ETA: 9:29 - loss: 405.7778 - logits_profile_predictions_loss: 399.4673 - logcount_predictions_loss: 0.2935 298/2167 [===>..........................] - ETA: 9:28 - loss: 405.7824 - logits_profile_predictions_loss: 399.4722 - logcount_predictions_loss: 0.2935 299/2167 [===>..........................] - ETA: 9:28 - loss: 405.7874 - logits_profile_predictions_loss: 399.4775 - logcount_predictions_loss: 0.2935 300/2167 [===>..........................] - ETA: 9:28 - loss: 405.7926 - 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[=====>........................] - ETA: 8:46 - loss: 406.5491 - logits_profile_predictions_loss: 400.2688 - logcount_predictions_loss: 0.2921 438/2167 [=====>........................] - ETA: 8:46 - loss: 406.5509 - logits_profile_predictions_loss: 400.2709 - logcount_predictions_loss: 0.2921 439/2167 [=====>........................] - ETA: 8:46 - loss: 406.5528 - logits_profile_predictions_loss: 400.2729 - logcount_predictions_loss: 0.2921 440/2167 [=====>........................] - ETA: 8:45 - loss: 406.5546 - logits_profile_predictions_loss: 400.2748 - logcount_predictions_loss: 0.2921 441/2167 [=====>........................] - ETA: 8:45 - loss: 406.5564 - logits_profile_predictions_loss: 400.2767 - logcount_predictions_loss: 0.2921 442/2167 [=====>........................] - ETA: 8:45 - loss: 406.5580 - logits_profile_predictions_loss: 400.2784 - logcount_predictions_loss: 0.2921 443/2167 [=====>........................] - ETA: 8:45 - loss: 406.5596 - 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logits_profile_predictions_loss: 401.3869 - logcount_predictions_loss: 0.2923 2121/2167 [============================>.] - ETA: 14s - loss: 407.6710 - logits_profile_predictions_loss: 401.3871 - logcount_predictions_loss: 0.2923 2122/2167 [============================>.] - ETA: 13s - loss: 407.6712 - logits_profile_predictions_loss: 401.3873 - logcount_predictions_loss: 0.2923 2123/2167 [============================>.] - ETA: 13s - loss: 407.6714 - logits_profile_predictions_loss: 401.3876 - logcount_predictions_loss: 0.2923 2124/2167 [============================>.] - ETA: 13s - loss: 407.6716 - logits_profile_predictions_loss: 401.3878 - logcount_predictions_loss: 0.2923 2125/2167 [============================>.] - ETA: 12s - loss: 407.6719 - logits_profile_predictions_loss: 401.3880 - logcount_predictions_loss: 0.2923 2126/2167 [============================>.] - ETA: 12s - loss: 407.6721 - logits_profile_predictions_loss: 401.3882 - logcount_predictions_loss: 0.2923 2127/2167 [============================>.] - ETA: 12s - loss: 407.6723 - logits_profile_predictions_loss: 401.3884 - logcount_predictions_loss: 0.2923 2128/2167 [============================>.] - ETA: 11s - loss: 407.6725 - logits_profile_predictions_loss: 401.3887 - logcount_predictions_loss: 0.2923 2129/2167 [============================>.] - ETA: 11s - loss: 407.6728 - logits_profile_predictions_loss: 401.3889 - logcount_predictions_loss: 0.2923 2130/2167 [============================>.] - ETA: 11s - loss: 407.6730 - logits_profile_predictions_loss: 401.3891 - logcount_predictions_loss: 0.2923 2131/2167 [============================>.] - ETA: 10s - loss: 407.6732 - logits_profile_predictions_loss: 401.3893 - logcount_predictions_loss: 0.2923 2132/2167 [============================>.] - ETA: 10s - loss: 407.6734 - logits_profile_predictions_loss: 401.3895 - logcount_predictions_loss: 0.2923 2133/2167 [============================>.] - ETA: 10s - loss: 407.6736 - 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[============================>.] - ETA: 8s - loss: 407.6750 - logits_profile_predictions_loss: 401.3911 - logcount_predictions_loss: 0.2923 2141/2167 [============================>.] - ETA: 7s - loss: 407.6752 - logits_profile_predictions_loss: 401.3912 - logcount_predictions_loss: 0.2923 2142/2167 [============================>.] - ETA: 7s - loss: 407.6753 - logits_profile_predictions_loss: 401.3914 - logcount_predictions_loss: 0.2923 2143/2167 [============================>.] - ETA: 7s - loss: 407.6755 - logits_profile_predictions_loss: 401.3915 - logcount_predictions_loss: 0.2923 2144/2167 [============================>.] - ETA: 7s - loss: 407.6756 - logits_profile_predictions_loss: 401.3917 - logcount_predictions_loss: 0.2923 2145/2167 [============================>.] - ETA: 6s - loss: 407.6758 - logits_profile_predictions_loss: 401.3919 - logcount_predictions_loss: 0.2923 2146/2167 [============================>.] - ETA: 6s - loss: 407.6760 - logits_profile_predictions_loss: 401.3920 - logcount_predictions_loss: 0.2923 2147/2167 [============================>.] - ETA: 6s - loss: 407.6761 - logits_profile_predictions_loss: 401.3922 - logcount_predictions_loss: 0.2923 2148/2167 [============================>.] - ETA: 5s - loss: 407.6763 - logits_profile_predictions_loss: 401.3923 - logcount_predictions_loss: 0.2923 2149/2167 [============================>.] - ETA: 5s - loss: 407.6764 - logits_profile_predictions_loss: 401.3925 - logcount_predictions_loss: 0.2923 2150/2167 [============================>.] - ETA: 5s - loss: 407.6765 - logits_profile_predictions_loss: 401.3926 - logcount_predictions_loss: 0.2923 2151/2167 [============================>.] - ETA: 4s - loss: 407.6767 - logits_profile_predictions_loss: 401.3927 - logcount_predictions_loss: 0.2923 2152/2167 [============================>.] - ETA: 4s - loss: 407.6768 - logits_profile_predictions_loss: 401.3929 - logcount_predictions_loss: 0.2923 2153/2167 [============================>.] - ETA: 4s - loss: 407.6770 - logits_profile_predictions_loss: 401.3930 - logcount_predictions_loss: 0.2923 2154/2167 [============================>.] - ETA: 3s - loss: 407.6771 - logits_profile_predictions_loss: 401.3932 - logcount_predictions_loss: 0.2923 2155/2167 [============================>.] - ETA: 3s - loss: 407.6773 - logits_profile_predictions_loss: 401.3933 - logcount_predictions_loss: 0.2923 2156/2167 [============================>.] - ETA: 3s - loss: 407.6774 - logits_profile_predictions_loss: 401.3934 - logcount_predictions_loss: 0.2923 2157/2167 [============================>.] - ETA: 3s - loss: 407.6775 - logits_profile_predictions_loss: 401.3936 - logcount_predictions_loss: 0.2923 2158/2167 [============================>.] - ETA: 2s - loss: 407.6777 - logits_profile_predictions_loss: 401.3937 - logcount_predictions_loss: 0.2923 2159/2167 [============================>.] - ETA: 2s - loss: 407.6778 - logits_profile_predictions_loss: 401.3939 - logcount_predictions_loss: 0.2923 2160/2167 [============================>.] - ETA: 2s - loss: 407.6780 - logits_profile_predictions_loss: 401.3940 - logcount_predictions_loss: 0.2923 2161/2167 [============================>.] - ETA: 1s - loss: 407.6781 - logits_profile_predictions_loss: 401.3941 - logcount_predictions_loss: 0.2923 2162/2167 [============================>.] - ETA: 1s - loss: 407.6782 - logits_profile_predictions_loss: 401.3943 - logcount_predictions_loss: 0.2923 2163/2167 [============================>.] - ETA: 1s - loss: 407.6784 - logits_profile_predictions_loss: 401.3944 - logcount_predictions_loss: 0.2923 2164/2167 [============================>.] - ETA: 0s - loss: 407.6785 - logits_profile_predictions_loss: 401.3945 - logcount_predictions_loss: 0.2923 2165/2167 [============================>.] - ETA: 0s - loss: 407.6786 - logits_profile_predictions_loss: 401.3946 - logcount_predictions_loss: 0.2923 2166/2167 [============================>.] - ETA: 0s - loss: 407.6788 - logits_profile_predictions_loss: 401.3948 - logcount_predictions_loss: 0.2923 2167/2167 [==============================] - ETA: 0s - loss: 407.6789 - logits_profile_predictions_loss: 401.3949 - logcount_predictions_loss: 0.2923 2167/2167 [==============================] - 685s 316ms/step - loss: 407.6791 - logits_profile_predictions_loss: 401.3951 - logcount_predictions_loss: 0.2923 - val_loss: 430.5831 - val_logits_profile_predictions_loss: 418.2112 - val_logcount_predictions_loss: 0.5754 Epoch 00012: val_loss did not improve from 429.68704 Epoch 13/50 1/2167 [..............................] - ETA: 11:14 - loss: 443.6193 - logits_profile_predictions_loss: 438.8604 - logcount_predictions_loss: 0.2213 2/2167 [..............................] - ETA: 10:51 - loss: 429.7538 - logits_profile_predictions_loss: 424.5817 - logcount_predictions_loss: 0.2406 3/2167 [..............................] - ETA: 10:50 - loss: 423.4231 - logits_profile_predictions_loss: 417.9476 - logcount_predictions_loss: 0.2547 4/2167 [..............................] - ETA: 10:51 - loss: 418.5782 - logits_profile_predictions_loss: 413.0523 - logcount_predictions_loss: 0.2570 5/2167 [..............................] - ETA: 10:51 - loss: 414.7767 - logits_profile_predictions_loss: 409.2362 - logcount_predictions_loss: 0.2577 6/2167 [..............................] - ETA: 10:50 - loss: 412.6001 - logits_profile_predictions_loss: 407.0222 - logcount_predictions_loss: 0.2594 7/2167 [..............................] - ETA: 10:50 - loss: 410.8500 - logits_profile_predictions_loss: 405.2658 - logcount_predictions_loss: 0.2597 8/2167 [..............................] - ETA: 10:50 - loss: 409.5048 - logits_profile_predictions_loss: 403.9363 - logcount_predictions_loss: 0.2590 9/2167 [..............................] - ETA: 10:50 - loss: 408.4554 - logits_profile_predictions_loss: 402.8997 - logcount_predictions_loss: 0.2584 10/2167 [..............................] - ETA: 10:49 - loss: 407.9041 - logits_profile_predictions_loss: 402.3500 - logcount_predictions_loss: 0.2583 11/2167 [..............................] - ETA: 10:49 - loss: 407.9404 - logits_profile_predictions_loss: 402.3982 - logcount_predictions_loss: 0.2578 12/2167 [..............................] - ETA: 10:49 - loss: 408.0153 - logits_profile_predictions_loss: 402.4752 - logcount_predictions_loss: 0.2577 13/2167 [..............................] - ETA: 10:48 - loss: 408.0252 - logits_profile_predictions_loss: 402.4795 - logcount_predictions_loss: 0.2579 14/2167 [..............................] - ETA: 10:48 - loss: 407.9477 - logits_profile_predictions_loss: 402.3965 - logcount_predictions_loss: 0.2582 15/2167 [..............................] - ETA: 10:48 - loss: 408.0605 - logits_profile_predictions_loss: 402.4972 - logcount_predictions_loss: 0.2588 16/2167 [..............................] - ETA: 10:47 - loss: 408.2095 - logits_profile_predictions_loss: 402.6394 - logcount_predictions_loss: 0.2591 17/2167 [..............................] - ETA: 10:47 - loss: 408.2084 - logits_profile_predictions_loss: 402.6285 - logcount_predictions_loss: 0.2595 18/2167 [..............................] - ETA: 10:47 - loss: 408.0583 - logits_profile_predictions_loss: 402.4681 - logcount_predictions_loss: 0.2600 19/2167 [..............................] - ETA: 10:47 - loss: 407.8194 - logits_profile_predictions_loss: 402.2210 - logcount_predictions_loss: 0.2604 20/2167 [..............................] - ETA: 10:46 - loss: 407.5435 - logits_profile_predictions_loss: 401.9386 - logcount_predictions_loss: 0.2607 21/2167 [..............................] - ETA: 10:46 - loss: 407.4906 - logits_profile_predictions_loss: 401.8818 - logcount_predictions_loss: 0.2609 22/2167 [..............................] - ETA: 10:46 - loss: 407.3903 - logits_profile_predictions_loss: 401.7806 - logcount_predictions_loss: 0.2609 23/2167 [..............................] - ETA: 10:45 - loss: 407.3260 - logits_profile_predictions_loss: 401.7157 - logcount_predictions_loss: 0.2609 24/2167 [..............................] - ETA: 10:45 - loss: 407.2579 - logits_profile_predictions_loss: 401.6462 - logcount_predictions_loss: 0.2610 25/2167 [..............................] - ETA: 10:45 - loss: 407.2229 - logits_profile_predictions_loss: 401.6102 - logcount_predictions_loss: 0.2611 26/2167 [..............................] - ETA: 10:45 - loss: 407.2394 - logits_profile_predictions_loss: 401.6281 - logcount_predictions_loss: 0.2610 27/2167 [..............................] - ETA: 10:44 - loss: 407.2950 - logits_profile_predictions_loss: 401.6845 - logcount_predictions_loss: 0.2610 28/2167 [..............................] - ETA: 10:44 - loss: 407.2983 - logits_profile_predictions_loss: 401.6887 - logcount_predictions_loss: 0.2609 29/2167 [..............................] - ETA: 10:44 - loss: 407.3102 - logits_profile_predictions_loss: 401.6988 - logcount_predictions_loss: 0.2610 30/2167 [..............................] - ETA: 10:43 - loss: 407.2884 - logits_profile_predictions_loss: 401.6767 - logcount_predictions_loss: 0.2610 31/2167 [..............................] - ETA: 10:43 - loss: 407.2388 - logits_profile_predictions_loss: 401.6262 - logcount_predictions_loss: 0.2611 32/2167 [..............................] - ETA: 10:43 - loss: 407.1754 - logits_profile_predictions_loss: 401.5619 - logcount_predictions_loss: 0.2611 33/2167 [..............................] - ETA: 10:42 - loss: 407.1163 - logits_profile_predictions_loss: 401.5033 - logcount_predictions_loss: 0.2611 34/2167 [..............................] - ETA: 10:42 - loss: 407.0385 - logits_profile_predictions_loss: 401.4269 - logcount_predictions_loss: 0.2610 35/2167 [..............................] - ETA: 10:42 - loss: 406.9910 - logits_profile_predictions_loss: 401.3796 - logcount_predictions_loss: 0.2610 36/2167 [..............................] - ETA: 10:42 - loss: 406.9652 - logits_profile_predictions_loss: 401.3536 - logcount_predictions_loss: 0.2610 37/2167 [..............................] - ETA: 10:41 - loss: 406.9298 - logits_profile_predictions_loss: 401.3183 - logcount_predictions_loss: 0.2610 38/2167 [..............................] - ETA: 10:41 - loss: 406.8801 - logits_profile_predictions_loss: 401.2690 - logcount_predictions_loss: 0.2610 39/2167 [..............................] - ETA: 10:41 - loss: 406.8413 - logits_profile_predictions_loss: 401.2296 - logcount_predictions_loss: 0.2610 40/2167 [..............................] - ETA: 10:41 - loss: 406.7846 - logits_profile_predictions_loss: 401.1735 - logcount_predictions_loss: 0.2610 41/2167 [..............................] - ETA: 10:40 - loss: 406.7140 - logits_profile_predictions_loss: 401.1041 - logcount_predictions_loss: 0.2609 42/2167 [..............................] - ETA: 10:40 - loss: 406.6488 - logits_profile_predictions_loss: 401.0409 - logcount_predictions_loss: 0.2608 43/2167 [..............................] - ETA: 10:40 - loss: 406.5717 - logits_profile_predictions_loss: 400.9654 - logcount_predictions_loss: 0.2608 44/2167 [..............................] - ETA: 10:39 - loss: 406.5190 - logits_profile_predictions_loss: 400.9142 - logcount_predictions_loss: 0.2607 45/2167 [..............................] - ETA: 10:40 - loss: 406.4775 - logits_profile_predictions_loss: 400.8749 - logcount_predictions_loss: 0.2606 46/2167 [..............................] - ETA: 10:40 - loss: 406.4259 - logits_profile_predictions_loss: 400.8256 - logcount_predictions_loss: 0.2605 47/2167 [..............................] - ETA: 10:40 - loss: 406.3638 - logits_profile_predictions_loss: 400.7644 - logcount_predictions_loss: 0.2604 48/2167 [..............................] - ETA: 10:39 - loss: 406.3222 - logits_profile_predictions_loss: 400.7231 - logcount_predictions_loss: 0.2604 49/2167 [..............................] - ETA: 10:39 - loss: 406.3071 - logits_profile_predictions_loss: 400.7079 - logcount_predictions_loss: 0.2604 50/2167 [..............................] - ETA: 10:39 - loss: 406.2850 - logits_profile_predictions_loss: 400.6853 - logcount_predictions_loss: 0.2605 51/2167 [..............................] - ETA: 10:39 - loss: 406.2541 - logits_profile_predictions_loss: 400.6539 - logcount_predictions_loss: 0.2605 52/2167 [..............................] - ETA: 10:38 - loss: 406.2169 - logits_profile_predictions_loss: 400.6161 - logcount_predictions_loss: 0.2605 53/2167 [..............................] - ETA: 10:38 - loss: 406.1944 - logits_profile_predictions_loss: 400.5934 - logcount_predictions_loss: 0.2605 54/2167 [..............................] - ETA: 10:38 - loss: 406.1699 - logits_profile_predictions_loss: 400.5683 - logcount_predictions_loss: 0.2605 55/2167 [..............................] - ETA: 10:37 - loss: 406.1607 - logits_profile_predictions_loss: 400.5593 - logcount_predictions_loss: 0.2605 56/2167 [..............................] - ETA: 10:37 - loss: 406.1603 - logits_profile_predictions_loss: 400.5587 - logcount_predictions_loss: 0.2605 57/2167 [..............................] - ETA: 10:37 - loss: 406.1568 - logits_profile_predictions_loss: 400.5555 - logcount_predictions_loss: 0.2605 58/2167 [..............................] - ETA: 10:37 - loss: 406.1637 - logits_profile_predictions_loss: 400.5625 - logcount_predictions_loss: 0.2605 59/2167 [..............................] - ETA: 10:36 - loss: 406.1758 - logits_profile_predictions_loss: 400.5745 - logcount_predictions_loss: 0.2605 60/2167 [..............................] - ETA: 10:36 - loss: 406.1862 - logits_profile_predictions_loss: 400.5850 - logcount_predictions_loss: 0.2605 61/2167 [..............................] - ETA: 10:36 - loss: 406.2008 - logits_profile_predictions_loss: 400.5995 - logcount_predictions_loss: 0.2605 62/2167 [..............................] - ETA: 10:35 - loss: 406.2136 - logits_profile_predictions_loss: 400.6119 - logcount_predictions_loss: 0.2605 63/2167 [..............................] - ETA: 10:35 - loss: 406.2116 - logits_profile_predictions_loss: 400.6097 - logcount_predictions_loss: 0.2606 64/2167 [..............................] - ETA: 10:35 - loss: 406.2061 - logits_profile_predictions_loss: 400.6033 - logcount_predictions_loss: 0.2606 65/2167 [..............................] - ETA: 10:34 - loss: 406.2058 - logits_profile_predictions_loss: 400.6018 - logcount_predictions_loss: 0.2607 66/2167 [..............................] - ETA: 10:34 - loss: 406.2083 - logits_profile_predictions_loss: 400.6033 - logcount_predictions_loss: 0.2607 67/2167 [..............................] - ETA: 10:34 - loss: 406.2188 - logits_profile_predictions_loss: 400.6133 - logcount_predictions_loss: 0.2607 68/2167 [..............................] - ETA: 10:34 - loss: 406.2364 - logits_profile_predictions_loss: 400.6301 - logcount_predictions_loss: 0.2608 69/2167 [..............................] - ETA: 10:33 - loss: 406.2586 - logits_profile_predictions_loss: 400.6514 - logcount_predictions_loss: 0.2608 70/2167 [..............................] - ETA: 10:33 - loss: 406.2794 - logits_profile_predictions_loss: 400.6717 - logcount_predictions_loss: 0.2608 71/2167 [..............................] - ETA: 10:33 - loss: 406.3040 - logits_profile_predictions_loss: 400.6959 - logcount_predictions_loss: 0.2608 72/2167 [..............................] - ETA: 10:32 - loss: 406.3202 - logits_profile_predictions_loss: 400.7111 - logcount_predictions_loss: 0.2609 73/2167 [>.............................] - ETA: 10:32 - loss: 406.3479 - logits_profile_predictions_loss: 400.7379 - logcount_predictions_loss: 0.2609 74/2167 [>.............................] - ETA: 10:32 - loss: 406.3789 - logits_profile_predictions_loss: 400.7681 - logcount_predictions_loss: 0.2610 75/2167 [>.............................] - ETA: 10:31 - loss: 406.4060 - logits_profile_predictions_loss: 400.7944 - logcount_predictions_loss: 0.2610 76/2167 [>.............................] - ETA: 10:31 - loss: 406.4273 - logits_profile_predictions_loss: 400.8149 - logcount_predictions_loss: 0.2610 77/2167 [>.............................] - ETA: 10:31 - loss: 406.4457 - logits_profile_predictions_loss: 400.8324 - logcount_predictions_loss: 0.2611 78/2167 [>.............................] - ETA: 10:31 - loss: 406.4683 - logits_profile_predictions_loss: 400.8540 - logcount_predictions_loss: 0.2611 79/2167 [>.............................] - ETA: 10:30 - loss: 406.4936 - logits_profile_predictions_loss: 400.8781 - logcount_predictions_loss: 0.2612 80/2167 [>.............................] - ETA: 10:30 - loss: 406.5139 - logits_profile_predictions_loss: 400.8966 - logcount_predictions_loss: 0.2613 81/2167 [>.............................] - ETA: 10:30 - loss: 406.5348 - logits_profile_predictions_loss: 400.9155 - logcount_predictions_loss: 0.2614 82/2167 [>.............................] - ETA: 10:29 - loss: 406.5587 - logits_profile_predictions_loss: 400.9377 - logcount_predictions_loss: 0.2614 83/2167 [>.............................] - ETA: 10:29 - loss: 406.5837 - logits_profile_predictions_loss: 400.9607 - logcount_predictions_loss: 0.2615 84/2167 [>.............................] - ETA: 10:29 - loss: 406.6101 - logits_profile_predictions_loss: 400.9854 - logcount_predictions_loss: 0.2616 85/2167 [>.............................] - ETA: 10:28 - loss: 406.6341 - logits_profile_predictions_loss: 401.0076 - logcount_predictions_loss: 0.2617 86/2167 [>.............................] - ETA: 10:28 - loss: 406.6570 - logits_profile_predictions_loss: 401.0288 - logcount_predictions_loss: 0.2618 87/2167 [>.............................] - ETA: 10:28 - loss: 406.6759 - logits_profile_predictions_loss: 401.0462 - logcount_predictions_loss: 0.2618 88/2167 [>.............................] - ETA: 10:28 - loss: 406.6970 - 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[===>..........................] - ETA: 9:16 - loss: 406.9802 - logits_profile_predictions_loss: 401.2427 - logcount_predictions_loss: 0.2669 330/2167 [===>..........................] - ETA: 9:16 - loss: 406.9811 - logits_profile_predictions_loss: 401.2435 - logcount_predictions_loss: 0.2669 331/2167 [===>..........................] - ETA: 9:16 - loss: 406.9820 - logits_profile_predictions_loss: 401.2443 - logcount_predictions_loss: 0.2669 332/2167 [===>..........................] - ETA: 9:16 - loss: 406.9831 - logits_profile_predictions_loss: 401.2452 - logcount_predictions_loss: 0.2669 333/2167 [===>..........................] - ETA: 9:15 - loss: 406.9844 - logits_profile_predictions_loss: 401.2463 - logcount_predictions_loss: 0.2669 334/2167 [===>..........................] - ETA: 9:15 - loss: 406.9857 - logits_profile_predictions_loss: 401.2475 - logcount_predictions_loss: 0.2669 335/2167 [===>..........................] - ETA: 9:15 - loss: 406.9867 - 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[===>..........................] - ETA: 9:13 - loss: 406.9966 - logits_profile_predictions_loss: 401.2573 - logcount_predictions_loss: 0.2669 343/2167 [===>..........................] - ETA: 9:12 - loss: 406.9974 - logits_profile_predictions_loss: 401.2580 - logcount_predictions_loss: 0.2669 344/2167 [===>..........................] - ETA: 9:12 - loss: 406.9980 - logits_profile_predictions_loss: 401.2585 - logcount_predictions_loss: 0.2669 345/2167 [===>..........................] - ETA: 9:12 - loss: 406.9985 - logits_profile_predictions_loss: 401.2589 - logcount_predictions_loss: 0.2670 346/2167 [===>..........................] - ETA: 9:11 - loss: 406.9989 - logits_profile_predictions_loss: 401.2592 - logcount_predictions_loss: 0.2670 347/2167 [===>..........................] - ETA: 9:11 - loss: 406.9995 - logits_profile_predictions_loss: 401.2597 - logcount_predictions_loss: 0.2670 348/2167 [===>..........................] - ETA: 9:11 - loss: 407.0000 - 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[===>..........................] - ETA: 9:09 - loss: 406.9978 - logits_profile_predictions_loss: 401.2574 - logcount_predictions_loss: 0.2670 356/2167 [===>..........................] - ETA: 9:08 - loss: 406.9971 - logits_profile_predictions_loss: 401.2565 - logcount_predictions_loss: 0.2670 357/2167 [===>..........................] - ETA: 9:08 - loss: 406.9966 - logits_profile_predictions_loss: 401.2560 - logcount_predictions_loss: 0.2670 358/2167 [===>..........................] - ETA: 9:08 - loss: 406.9960 - logits_profile_predictions_loss: 401.2553 - logcount_predictions_loss: 0.2670 359/2167 [===>..........................] - ETA: 9:08 - loss: 406.9952 - logits_profile_predictions_loss: 401.2544 - logcount_predictions_loss: 0.2670 360/2167 [===>..........................] - ETA: 9:07 - loss: 406.9950 - logits_profile_predictions_loss: 401.2541 - logcount_predictions_loss: 0.2670 361/2167 [===>..........................] - ETA: 9:07 - loss: 406.9951 - 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[====>.........................] - ETA: 9:05 - loss: 406.9948 - logits_profile_predictions_loss: 401.2530 - logcount_predictions_loss: 0.2671 369/2167 [====>.........................] - ETA: 9:05 - loss: 406.9944 - logits_profile_predictions_loss: 401.2525 - logcount_predictions_loss: 0.2671 370/2167 [====>.........................] - ETA: 9:04 - loss: 406.9940 - logits_profile_predictions_loss: 401.2520 - logcount_predictions_loss: 0.2671 371/2167 [====>.........................] - ETA: 9:04 - loss: 406.9938 - logits_profile_predictions_loss: 401.2517 - logcount_predictions_loss: 0.2671 372/2167 [====>.........................] - ETA: 9:04 - loss: 406.9934 - logits_profile_predictions_loss: 401.2511 - logcount_predictions_loss: 0.2671 373/2167 [====>.........................] - ETA: 9:03 - loss: 406.9933 - logits_profile_predictions_loss: 401.2509 - logcount_predictions_loss: 0.2671 374/2167 [====>.........................] - ETA: 9:03 - loss: 406.9935 - 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[====>.........................] - ETA: 8:57 - loss: 406.9993 - logits_profile_predictions_loss: 401.2545 - logcount_predictions_loss: 0.2672 395/2167 [====>.........................] - ETA: 8:57 - loss: 406.9999 - logits_profile_predictions_loss: 401.2549 - logcount_predictions_loss: 0.2672 396/2167 [====>.........................] - ETA: 8:56 - loss: 407.0003 - logits_profile_predictions_loss: 401.2552 - logcount_predictions_loss: 0.2672 397/2167 [====>.........................] - ETA: 8:56 - loss: 407.0006 - logits_profile_predictions_loss: 401.2553 - logcount_predictions_loss: 0.2672 398/2167 [====>.........................] - ETA: 8:56 - loss: 407.0008 - logits_profile_predictions_loss: 401.2553 - logcount_predictions_loss: 0.2672 399/2167 [====>.........................] - ETA: 8:56 - loss: 407.0009 - logits_profile_predictions_loss: 401.2553 - logcount_predictions_loss: 0.2672 400/2167 [====>.........................] - ETA: 8:55 - loss: 407.0010 - 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[====>.........................] - ETA: 8:49 - loss: 406.9981 - logits_profile_predictions_loss: 401.2499 - logcount_predictions_loss: 0.2674 421/2167 [====>.........................] - ETA: 8:49 - loss: 406.9984 - logits_profile_predictions_loss: 401.2501 - logcount_predictions_loss: 0.2674 422/2167 [====>.........................] - ETA: 8:49 - loss: 406.9988 - logits_profile_predictions_loss: 401.2505 - logcount_predictions_loss: 0.2674 423/2167 [====>.........................] - ETA: 8:48 - loss: 406.9989 - logits_profile_predictions_loss: 401.2504 - logcount_predictions_loss: 0.2674 424/2167 [====>.........................] - ETA: 8:48 - loss: 406.9990 - logits_profile_predictions_loss: 401.2505 - logcount_predictions_loss: 0.2674 425/2167 [====>.........................] - ETA: 8:48 - loss: 406.9993 - logits_profile_predictions_loss: 401.2508 - logcount_predictions_loss: 0.2674 426/2167 [====>.........................] - ETA: 8:47 - loss: 406.9993 - 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logits_profile_predictions_loss: 400.9688 - logcount_predictions_loss: 0.2715 2163/2167 [============================>.] - ETA: 1s - loss: 406.8053 - logits_profile_predictions_loss: 400.9686 - logcount_predictions_loss: 0.2715 2164/2167 [============================>.] - ETA: 0s - loss: 406.8051 - logits_profile_predictions_loss: 400.9683 - logcount_predictions_loss: 0.2715 2165/2167 [============================>.] - ETA: 0s - loss: 406.8048 - logits_profile_predictions_loss: 400.9680 - logcount_predictions_loss: 0.2715 2166/2167 [============================>.] - ETA: 0s - loss: 406.8045 - logits_profile_predictions_loss: 400.9678 - logcount_predictions_loss: 0.2715 2167/2167 [==============================] - ETA: 0s - loss: 406.8043 - logits_profile_predictions_loss: 400.9675 - logcount_predictions_loss: 0.2715 2167/2167 [==============================] - 682s 315ms/step - loss: 406.8040 - logits_profile_predictions_loss: 400.9672 - logcount_predictions_loss: 0.2715 - val_loss: 430.8814 - val_logits_profile_predictions_loss: 418.4680 - val_logcount_predictions_loss: 0.5774 Epoch 00013: val_loss did not improve from 429.68704 Epoch 14/50 1/2167 [..............................] - ETA: 11:21 - loss: 408.7270 - logits_profile_predictions_loss: 402.4302 - logcount_predictions_loss: 0.2929 2/2167 [..............................] - ETA: 10:49 - loss: 414.2977 - logits_profile_predictions_loss: 408.4131 - logcount_predictions_loss: 0.2737 3/2167 [..............................] - ETA: 10:49 - loss: 415.5366 - logits_profile_predictions_loss: 409.6289 - logcount_predictions_loss: 0.2748 4/2167 [..............................] - ETA: 10:51 - loss: 415.3845 - logits_profile_predictions_loss: 409.3952 - logcount_predictions_loss: 0.2786 5/2167 [..............................] - ETA: 10:50 - loss: 414.0272 - logits_profile_predictions_loss: 408.0342 - logcount_predictions_loss: 0.2787 6/2167 [..............................] - ETA: 10:49 - loss: 412.5615 - logits_profile_predictions_loss: 406.5350 - logcount_predictions_loss: 0.2803 7/2167 [..............................] - ETA: 10:49 - loss: 412.2038 - logits_profile_predictions_loss: 406.1780 - logcount_predictions_loss: 0.2803 8/2167 [..............................] - ETA: 10:49 - loss: 412.0479 - logits_profile_predictions_loss: 406.0395 - logcount_predictions_loss: 0.2795 9/2167 [..............................] - ETA: 10:49 - loss: 412.1930 - logits_profile_predictions_loss: 406.2079 - logcount_predictions_loss: 0.2784 10/2167 [..............................] - ETA: 10:48 - loss: 412.0154 - logits_profile_predictions_loss: 406.0723 - logcount_predictions_loss: 0.2764 11/2167 [..............................] - ETA: 10:48 - loss: 411.6005 - logits_profile_predictions_loss: 405.7027 - logcount_predictions_loss: 0.2743 12/2167 [..............................] - ETA: 10:48 - loss: 411.3928 - logits_profile_predictions_loss: 405.5349 - logcount_predictions_loss: 0.2725 13/2167 [..............................] - ETA: 10:48 - loss: 411.1769 - logits_profile_predictions_loss: 405.3598 - logcount_predictions_loss: 0.2706 14/2167 [..............................] - ETA: 10:47 - loss: 410.8963 - logits_profile_predictions_loss: 405.1159 - logcount_predictions_loss: 0.2689 15/2167 [..............................] - ETA: 10:47 - loss: 410.5476 - logits_profile_predictions_loss: 404.8025 - logcount_predictions_loss: 0.2672 16/2167 [..............................] - ETA: 10:47 - loss: 410.2401 - logits_profile_predictions_loss: 404.5278 - logcount_predictions_loss: 0.2657 17/2167 [..............................] - ETA: 10:47 - loss: 410.0473 - logits_profile_predictions_loss: 404.3672 - logcount_predictions_loss: 0.2642 18/2167 [..............................] - ETA: 10:46 - loss: 409.9393 - logits_profile_predictions_loss: 404.2831 - logcount_predictions_loss: 0.2631 19/2167 [..............................] - ETA: 10:46 - loss: 409.7914 - logits_profile_predictions_loss: 404.1576 - logcount_predictions_loss: 0.2620 20/2167 [..............................] - ETA: 10:46 - loss: 409.6164 - logits_profile_predictions_loss: 404.0041 - logcount_predictions_loss: 0.2610 21/2167 [..............................] - ETA: 10:45 - loss: 409.4270 - logits_profile_predictions_loss: 403.8352 - logcount_predictions_loss: 0.2601 22/2167 [..............................] - ETA: 10:45 - loss: 409.3124 - logits_profile_predictions_loss: 403.7419 - logcount_predictions_loss: 0.2591 23/2167 [..............................] - ETA: 10:45 - loss: 409.1430 - logits_profile_predictions_loss: 403.5934 - logcount_predictions_loss: 0.2581 24/2167 [..............................] - ETA: 10:45 - loss: 409.0132 - logits_profile_predictions_loss: 403.4818 - logcount_predictions_loss: 0.2573 25/2167 [..............................] - ETA: 10:45 - loss: 408.8201 - logits_profile_predictions_loss: 403.3048 - logcount_predictions_loss: 0.2565 26/2167 [..............................] - ETA: 10:44 - loss: 408.6740 - logits_profile_predictions_loss: 403.1757 - logcount_predictions_loss: 0.2557 27/2167 [..............................] - ETA: 10:44 - loss: 408.4841 - logits_profile_predictions_loss: 403.0007 - logcount_predictions_loss: 0.2550 28/2167 [..............................] - ETA: 10:44 - loss: 408.3121 - logits_profile_predictions_loss: 402.8424 - logcount_predictions_loss: 0.2544 29/2167 [..............................] - ETA: 10:43 - loss: 408.1352 - logits_profile_predictions_loss: 402.6770 - logcount_predictions_loss: 0.2539 30/2167 [..............................] - ETA: 10:43 - loss: 407.9583 - logits_profile_predictions_loss: 402.5129 - logcount_predictions_loss: 0.2533 31/2167 [..............................] - ETA: 10:43 - loss: 407.8146 - logits_profile_predictions_loss: 402.3807 - logcount_predictions_loss: 0.2527 32/2167 [..............................] - ETA: 10:43 - loss: 407.7138 - logits_profile_predictions_loss: 402.2908 - logcount_predictions_loss: 0.2522 33/2167 [..............................] - ETA: 10:42 - loss: 407.5974 - logits_profile_predictions_loss: 402.1861 - logcount_predictions_loss: 0.2517 34/2167 [..............................] - ETA: 10:42 - loss: 407.4912 - logits_profile_predictions_loss: 402.0906 - logcount_predictions_loss: 0.2512 35/2167 [..............................] - ETA: 10:42 - loss: 407.3692 - logits_profile_predictions_loss: 401.9794 - logcount_predictions_loss: 0.2507 36/2167 [..............................] - ETA: 10:42 - loss: 407.2616 - logits_profile_predictions_loss: 401.8824 - logcount_predictions_loss: 0.2502 37/2167 [..............................] - ETA: 10:41 - loss: 407.1351 - logits_profile_predictions_loss: 401.7654 - logcount_predictions_loss: 0.2497 38/2167 [..............................] - ETA: 10:41 - loss: 406.9913 - logits_profile_predictions_loss: 401.6296 - logcount_predictions_loss: 0.2494 39/2167 [..............................] - ETA: 10:41 - loss: 406.8685 - logits_profile_predictions_loss: 401.5131 - logcount_predictions_loss: 0.2491 40/2167 [..............................] - ETA: 10:41 - loss: 406.7903 - logits_profile_predictions_loss: 401.4416 - logcount_predictions_loss: 0.2488 41/2167 [..............................] - ETA: 10:41 - loss: 406.7076 - logits_profile_predictions_loss: 401.3653 - logcount_predictions_loss: 0.2485 42/2167 [..............................] - ETA: 10:40 - loss: 406.6182 - logits_profile_predictions_loss: 401.2810 - logcount_predictions_loss: 0.2482 43/2167 [..............................] - ETA: 10:40 - loss: 406.5467 - logits_profile_predictions_loss: 401.2138 - logcount_predictions_loss: 0.2480 44/2167 [..............................] - ETA: 10:40 - loss: 406.4864 - logits_profile_predictions_loss: 401.1576 - logcount_predictions_loss: 0.2479 45/2167 [..............................] - ETA: 10:39 - loss: 406.4186 - logits_profile_predictions_loss: 401.0941 - logcount_predictions_loss: 0.2477 46/2167 [..............................] - ETA: 10:39 - loss: 406.3548 - logits_profile_predictions_loss: 401.0351 - logcount_predictions_loss: 0.2474 47/2167 [..............................] - ETA: 10:39 - loss: 406.3079 - logits_profile_predictions_loss: 400.9929 - logcount_predictions_loss: 0.2472 48/2167 [..............................] - ETA: 10:39 - loss: 406.2565 - logits_profile_predictions_loss: 400.9463 - logcount_predictions_loss: 0.2470 49/2167 [..............................] - ETA: 10:38 - loss: 406.1993 - logits_profile_predictions_loss: 400.8944 - logcount_predictions_loss: 0.2467 50/2167 [..............................] - ETA: 10:38 - loss: 406.1083 - logits_profile_predictions_loss: 400.8085 - logcount_predictions_loss: 0.2465 51/2167 [..............................] - ETA: 10:38 - loss: 406.0375 - logits_profile_predictions_loss: 400.7401 - logcount_predictions_loss: 0.2464 52/2167 [..............................] - ETA: 10:37 - loss: 405.9566 - logits_profile_predictions_loss: 400.6619 - logcount_predictions_loss: 0.2463 53/2167 [..............................] - ETA: 10:37 - loss: 405.8661 - logits_profile_predictions_loss: 400.5744 - logcount_predictions_loss: 0.2461 54/2167 [..............................] - ETA: 10:37 - loss: 405.7783 - logits_profile_predictions_loss: 400.4891 - logcount_predictions_loss: 0.2460 55/2167 [..............................] - ETA: 10:37 - loss: 405.7001 - logits_profile_predictions_loss: 400.4133 - logcount_predictions_loss: 0.2459 56/2167 [..............................] - ETA: 10:36 - loss: 405.6240 - logits_profile_predictions_loss: 400.3397 - logcount_predictions_loss: 0.2458 57/2167 [..............................] - ETA: 10:36 - loss: 405.5512 - logits_profile_predictions_loss: 400.2690 - logcount_predictions_loss: 0.2457 58/2167 [..............................] - ETA: 10:36 - loss: 405.4932 - logits_profile_predictions_loss: 400.2124 - logcount_predictions_loss: 0.2456 59/2167 [..............................] - ETA: 10:35 - loss: 405.4434 - logits_profile_predictions_loss: 400.1636 - logcount_predictions_loss: 0.2456 60/2167 [..............................] - ETA: 10:35 - loss: 405.3997 - logits_profile_predictions_loss: 400.1213 - logcount_predictions_loss: 0.2455 61/2167 [..............................] - ETA: 10:35 - loss: 405.3678 - logits_profile_predictions_loss: 400.0911 - logcount_predictions_loss: 0.2454 62/2167 [..............................] - ETA: 10:35 - loss: 405.3277 - logits_profile_predictions_loss: 400.0527 - logcount_predictions_loss: 0.2453 63/2167 [..............................] - ETA: 10:34 - loss: 405.2921 - logits_profile_predictions_loss: 400.0191 - logcount_predictions_loss: 0.2453 64/2167 [..............................] - ETA: 10:34 - loss: 405.2508 - logits_profile_predictions_loss: 399.9798 - logcount_predictions_loss: 0.2452 65/2167 [..............................] - ETA: 10:34 - loss: 405.2317 - logits_profile_predictions_loss: 399.9629 - logcount_predictions_loss: 0.2451 66/2167 [..............................] - ETA: 10:33 - loss: 405.2132 - logits_profile_predictions_loss: 399.9466 - logcount_predictions_loss: 0.2450 67/2167 [..............................] - ETA: 10:33 - loss: 405.1944 - logits_profile_predictions_loss: 399.9304 - logcount_predictions_loss: 0.2448 68/2167 [..............................] - ETA: 10:33 - loss: 405.1718 - logits_profile_predictions_loss: 399.9103 - logcount_predictions_loss: 0.2447 69/2167 [..............................] - ETA: 10:33 - loss: 405.1526 - logits_profile_predictions_loss: 399.8932 - logcount_predictions_loss: 0.2446 70/2167 [..............................] - ETA: 10:32 - loss: 405.1363 - logits_profile_predictions_loss: 399.8791 - logcount_predictions_loss: 0.2445 71/2167 [..............................] - ETA: 10:32 - loss: 405.1262 - logits_profile_predictions_loss: 399.8709 - logcount_predictions_loss: 0.2444 72/2167 [..............................] - ETA: 10:32 - loss: 405.1075 - logits_profile_predictions_loss: 399.8542 - logcount_predictions_loss: 0.2443 73/2167 [>.............................] - ETA: 10:31 - loss: 405.0858 - logits_profile_predictions_loss: 399.8341 - logcount_predictions_loss: 0.2443 74/2167 [>.............................] - ETA: 10:31 - loss: 405.0648 - logits_profile_predictions_loss: 399.8149 - logcount_predictions_loss: 0.2442 75/2167 [>.............................] - ETA: 10:31 - loss: 405.0400 - logits_profile_predictions_loss: 399.7916 - logcount_predictions_loss: 0.2441 76/2167 [>.............................] - ETA: 10:31 - loss: 405.0154 - logits_profile_predictions_loss: 399.7688 - logcount_predictions_loss: 0.2440 77/2167 [>.............................] - ETA: 10:30 - loss: 404.9895 - logits_profile_predictions_loss: 399.7447 - logcount_predictions_loss: 0.2439 78/2167 [>.............................] - ETA: 10:30 - loss: 404.9769 - logits_profile_predictions_loss: 399.7339 - logcount_predictions_loss: 0.2439 79/2167 [>.............................] - ETA: 10:30 - loss: 404.9671 - logits_profile_predictions_loss: 399.7256 - logcount_predictions_loss: 0.2438 80/2167 [>.............................] - ETA: 10:29 - loss: 404.9543 - logits_profile_predictions_loss: 399.7146 - logcount_predictions_loss: 0.2437 81/2167 [>.............................] - ETA: 10:29 - loss: 404.9368 - logits_profile_predictions_loss: 399.6989 - logcount_predictions_loss: 0.2436 82/2167 [>.............................] - ETA: 10:29 - loss: 404.9191 - logits_profile_predictions_loss: 399.6828 - logcount_predictions_loss: 0.2435 83/2167 [>.............................] - ETA: 10:28 - loss: 404.9009 - logits_profile_predictions_loss: 399.6662 - logcount_predictions_loss: 0.2435 84/2167 [>.............................] - ETA: 10:28 - loss: 404.8920 - logits_profile_predictions_loss: 399.6587 - logcount_predictions_loss: 0.2434 85/2167 [>.............................] - ETA: 10:28 - loss: 404.8828 - logits_profile_predictions_loss: 399.6509 - logcount_predictions_loss: 0.2433 86/2167 [>.............................] - ETA: 10:28 - loss: 404.8704 - logits_profile_predictions_loss: 399.6397 - logcount_predictions_loss: 0.2433 87/2167 [>.............................] - ETA: 10:27 - loss: 404.8605 - logits_profile_predictions_loss: 399.6309 - logcount_predictions_loss: 0.2432 88/2167 [>.............................] - ETA: 10:27 - loss: 404.8493 - logits_profile_predictions_loss: 399.6209 - logcount_predictions_loss: 0.2432 89/2167 [>.............................] - ETA: 10:27 - loss: 404.8344 - logits_profile_predictions_loss: 399.6072 - logcount_predictions_loss: 0.2431 90/2167 [>.............................] - ETA: 10:26 - loss: 404.8200 - logits_profile_predictions_loss: 399.5941 - logcount_predictions_loss: 0.2431 91/2167 [>.............................] - ETA: 10:26 - loss: 404.8124 - logits_profile_predictions_loss: 399.5876 - logcount_predictions_loss: 0.2430 92/2167 [>.............................] - ETA: 10:26 - loss: 404.8017 - logits_profile_predictions_loss: 399.5779 - logcount_predictions_loss: 0.2430 93/2167 [>.............................] - ETA: 10:26 - loss: 404.7911 - logits_profile_predictions_loss: 399.5683 - logcount_predictions_loss: 0.2429 94/2167 [>.............................] - ETA: 10:25 - loss: 404.7823 - logits_profile_predictions_loss: 399.5604 - logcount_predictions_loss: 0.2429 95/2167 [>.............................] - ETA: 10:25 - loss: 404.7720 - logits_profile_predictions_loss: 399.5509 - logcount_predictions_loss: 0.2428 96/2167 [>.............................] - ETA: 10:25 - loss: 404.7625 - logits_profile_predictions_loss: 399.5421 - logcount_predictions_loss: 0.2428 97/2167 [>.............................] - ETA: 10:24 - loss: 404.7492 - logits_profile_predictions_loss: 399.5294 - logcount_predictions_loss: 0.2428 98/2167 [>.............................] - ETA: 10:24 - loss: 404.7345 - logits_profile_predictions_loss: 399.5153 - logcount_predictions_loss: 0.2427 99/2167 [>.............................] - ETA: 10:24 - loss: 404.7178 - logits_profile_predictions_loss: 399.4992 - logcount_predictions_loss: 0.2427 100/2167 [>.............................] - ETA: 10:23 - loss: 404.6990 - logits_profile_predictions_loss: 399.4811 - logcount_predictions_loss: 0.2427 101/2167 [>.............................] - ETA: 10:23 - loss: 404.6835 - logits_profile_predictions_loss: 399.4662 - logcount_predictions_loss: 0.2427 102/2167 [>.............................] - ETA: 10:23 - loss: 404.6698 - logits_profile_predictions_loss: 399.4530 - logcount_predictions_loss: 0.2426 103/2167 [>.............................] - ETA: 10:23 - loss: 404.6571 - logits_profile_predictions_loss: 399.4408 - logcount_predictions_loss: 0.2426 104/2167 [>.............................] - ETA: 10:22 - loss: 404.6400 - logits_profile_predictions_loss: 399.4239 - logcount_predictions_loss: 0.2426 105/2167 [>.............................] - ETA: 10:22 - loss: 404.6253 - logits_profile_predictions_loss: 399.4094 - logcount_predictions_loss: 0.2426 106/2167 [>.............................] - ETA: 10:22 - loss: 404.6098 - logits_profile_predictions_loss: 399.3941 - logcount_predictions_loss: 0.2426 107/2167 [>.............................] - ETA: 10:21 - loss: 404.5965 - logits_profile_predictions_loss: 399.3813 - logcount_predictions_loss: 0.2426 108/2167 [>.............................] - ETA: 10:21 - loss: 404.5856 - logits_profile_predictions_loss: 399.3708 - logcount_predictions_loss: 0.2425 109/2167 [>.............................] - ETA: 10:21 - loss: 404.5774 - logits_profile_predictions_loss: 399.3632 - logcount_predictions_loss: 0.2425 110/2167 [>.............................] - ETA: 10:21 - loss: 404.5682 - logits_profile_predictions_loss: 399.3546 - logcount_predictions_loss: 0.2425 111/2167 [>.............................] - ETA: 10:20 - loss: 404.5585 - logits_profile_predictions_loss: 399.3455 - logcount_predictions_loss: 0.2425 112/2167 [>.............................] - ETA: 10:20 - loss: 404.5488 - logits_profile_predictions_loss: 399.3366 - logcount_predictions_loss: 0.2424 113/2167 [>.............................] - ETA: 10:20 - loss: 404.5416 - logits_profile_predictions_loss: 399.3301 - logcount_predictions_loss: 0.2424 114/2167 [>.............................] - ETA: 10:19 - loss: 404.5335 - logits_profile_predictions_loss: 399.3226 - logcount_predictions_loss: 0.2424 115/2167 [>.............................] - ETA: 10:19 - loss: 404.5272 - logits_profile_predictions_loss: 399.3168 - logcount_predictions_loss: 0.2423 116/2167 [>.............................] - ETA: 10:19 - loss: 404.5215 - logits_profile_predictions_loss: 399.3115 - logcount_predictions_loss: 0.2423 117/2167 [>.............................] - ETA: 10:18 - loss: 404.5151 - logits_profile_predictions_loss: 399.3055 - logcount_predictions_loss: 0.2423 118/2167 [>.............................] - ETA: 10:18 - loss: 404.5109 - logits_profile_predictions_loss: 399.3016 - logcount_predictions_loss: 0.2423 119/2167 [>.............................] - ETA: 10:18 - loss: 404.5079 - logits_profile_predictions_loss: 399.2990 - logcount_predictions_loss: 0.2423 120/2167 [>.............................] - ETA: 10:18 - loss: 404.5068 - logits_profile_predictions_loss: 399.2983 - logcount_predictions_loss: 0.2423 121/2167 [>.............................] - ETA: 10:17 - loss: 404.5049 - logits_profile_predictions_loss: 399.2968 - logcount_predictions_loss: 0.2422 122/2167 [>.............................] - ETA: 10:17 - loss: 404.5013 - logits_profile_predictions_loss: 399.2934 - logcount_predictions_loss: 0.2422 123/2167 [>.............................] - ETA: 10:17 - loss: 404.4958 - logits_profile_predictions_loss: 399.2884 - logcount_predictions_loss: 0.2422 124/2167 [>.............................] - ETA: 10:16 - loss: 404.4920 - logits_profile_predictions_loss: 399.2851 - logcount_predictions_loss: 0.2422 125/2167 [>.............................] - ETA: 10:16 - loss: 404.4868 - logits_profile_predictions_loss: 399.2805 - logcount_predictions_loss: 0.2422 126/2167 [>.............................] - ETA: 10:16 - loss: 404.4807 - logits_profile_predictions_loss: 399.2750 - logcount_predictions_loss: 0.2421 127/2167 [>.............................] - ETA: 10:16 - loss: 404.4752 - logits_profile_predictions_loss: 399.2701 - logcount_predictions_loss: 0.2421 128/2167 [>.............................] - ETA: 10:15 - loss: 404.4720 - logits_profile_predictions_loss: 399.2673 - logcount_predictions_loss: 0.2421 129/2167 [>.............................] - ETA: 10:15 - loss: 404.4704 - logits_profile_predictions_loss: 399.2663 - logcount_predictions_loss: 0.2421 130/2167 [>.............................] - ETA: 10:15 - loss: 404.4685 - logits_profile_predictions_loss: 399.2650 - logcount_predictions_loss: 0.2420 131/2167 [>.............................] - ETA: 10:14 - loss: 404.4677 - logits_profile_predictions_loss: 399.2648 - logcount_predictions_loss: 0.2420 132/2167 [>.............................] - ETA: 10:14 - loss: 404.4663 - logits_profile_predictions_loss: 399.2641 - logcount_predictions_loss: 0.2420 133/2167 [>.............................] - ETA: 10:14 - loss: 404.4672 - logits_profile_predictions_loss: 399.2656 - logcount_predictions_loss: 0.2419 134/2167 [>.............................] - ETA: 10:13 - loss: 404.4682 - logits_profile_predictions_loss: 399.2673 - logcount_predictions_loss: 0.2419 135/2167 [>.............................] - ETA: 10:13 - loss: 404.4711 - logits_profile_predictions_loss: 399.2710 - logcount_predictions_loss: 0.2419 136/2167 [>.............................] - ETA: 10:13 - loss: 404.4754 - logits_profile_predictions_loss: 399.2759 - logcount_predictions_loss: 0.2418 137/2167 [>.............................] - ETA: 10:13 - loss: 404.4807 - logits_profile_predictions_loss: 399.2816 - logcount_predictions_loss: 0.2418 138/2167 [>.............................] - ETA: 10:12 - loss: 404.4816 - logits_profile_predictions_loss: 399.2829 - logcount_predictions_loss: 0.2418 139/2167 [>.............................] - ETA: 10:12 - loss: 404.4828 - logits_profile_predictions_loss: 399.2847 - logcount_predictions_loss: 0.2418 140/2167 [>.............................] - ETA: 10:12 - loss: 404.4832 - logits_profile_predictions_loss: 399.2856 - logcount_predictions_loss: 0.2418 141/2167 [>.............................] - ETA: 10:12 - loss: 404.4844 - logits_profile_predictions_loss: 399.2872 - logcount_predictions_loss: 0.2417 142/2167 [>.............................] - ETA: 10:11 - loss: 404.4862 - logits_profile_predictions_loss: 399.2895 - logcount_predictions_loss: 0.2417 143/2167 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[====>.........................] - ETA: 8:57 - loss: 403.4858 - logits_profile_predictions_loss: 398.3287 - logcount_predictions_loss: 0.2399 391/2167 [====>.........................] - ETA: 8:57 - loss: 403.4839 - logits_profile_predictions_loss: 398.3268 - logcount_predictions_loss: 0.2399 392/2167 [====>.........................] - ETA: 8:56 - loss: 403.4821 - logits_profile_predictions_loss: 398.3251 - logcount_predictions_loss: 0.2399 393/2167 [====>.........................] - ETA: 8:56 - loss: 403.4804 - logits_profile_predictions_loss: 398.3233 - logcount_predictions_loss: 0.2399 394/2167 [====>.........................] - ETA: 8:56 - loss: 403.4785 - logits_profile_predictions_loss: 398.3215 - logcount_predictions_loss: 0.2399 395/2167 [====>.........................] - ETA: 8:56 - loss: 403.4766 - logits_profile_predictions_loss: 398.3195 - logcount_predictions_loss: 0.2399 396/2167 [====>.........................] - ETA: 8:55 - loss: 403.4746 - 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[====>.........................] - ETA: 8:53 - loss: 403.4599 - logits_profile_predictions_loss: 398.3028 - logcount_predictions_loss: 0.2399 404/2167 [====>.........................] - ETA: 8:53 - loss: 403.4576 - logits_profile_predictions_loss: 398.3005 - logcount_predictions_loss: 0.2399 405/2167 [====>.........................] - ETA: 8:53 - loss: 403.4552 - logits_profile_predictions_loss: 398.2981 - logcount_predictions_loss: 0.2399 406/2167 [====>.........................] - ETA: 8:52 - loss: 403.4527 - logits_profile_predictions_loss: 398.2957 - logcount_predictions_loss: 0.2399 407/2167 [====>.........................] - ETA: 8:52 - loss: 403.4503 - logits_profile_predictions_loss: 398.2933 - logcount_predictions_loss: 0.2399 408/2167 [====>.........................] - ETA: 8:52 - loss: 403.4479 - logits_profile_predictions_loss: 398.2909 - logcount_predictions_loss: 0.2399 409/2167 [====>.........................] - ETA: 8:51 - loss: 403.4456 - 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[============================>.] - ETA: 14s - loss: 403.3745 - logits_profile_predictions_loss: 398.3344 - logcount_predictions_loss: 0.2344 2120/2167 [============================>.] - ETA: 14s - loss: 403.3743 - logits_profile_predictions_loss: 398.3343 - logcount_predictions_loss: 0.2344 2121/2167 [============================>.] - ETA: 13s - loss: 403.3741 - logits_profile_predictions_loss: 398.3342 - logcount_predictions_loss: 0.2344 2122/2167 [============================>.] - ETA: 13s - loss: 403.3739 - logits_profile_predictions_loss: 398.3340 - logcount_predictions_loss: 0.2344 2123/2167 [============================>.] - ETA: 13s - loss: 403.3738 - logits_profile_predictions_loss: 398.3339 - logcount_predictions_loss: 0.2344 2124/2167 [============================>.] - ETA: 13s - loss: 403.3736 - logits_profile_predictions_loss: 398.3338 - logcount_predictions_loss: 0.2344 2125/2167 [============================>.] - ETA: 12s - loss: 403.3734 - 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[============================>.] - ETA: 10s - loss: 403.3723 - logits_profile_predictions_loss: 398.3328 - logcount_predictions_loss: 0.2344 2133/2167 [============================>.] - ETA: 10s - loss: 403.3721 - logits_profile_predictions_loss: 398.3327 - logcount_predictions_loss: 0.2344 2134/2167 [============================>.] - ETA: 9s - loss: 403.3719 - logits_profile_predictions_loss: 398.3326 - logcount_predictions_loss: 0.2344  2135/2167 [============================>.] - ETA: 9s - loss: 403.3718 - logits_profile_predictions_loss: 398.3325 - logcount_predictions_loss: 0.2344 2136/2167 [============================>.] - ETA: 9s - loss: 403.3716 - logits_profile_predictions_loss: 398.3324 - logcount_predictions_loss: 0.2344 2137/2167 [============================>.] - ETA: 9s - loss: 403.3715 - logits_profile_predictions_loss: 398.3323 - logcount_predictions_loss: 0.2344 2138/2167 [============================>.] - ETA: 8s - loss: 403.3713 - logits_profile_predictions_loss: 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2152/2167 [============================>.] - ETA: 4s - loss: 403.3685 - logits_profile_predictions_loss: 398.3300 - logcount_predictions_loss: 0.2344 2153/2167 [============================>.] - ETA: 4s - loss: 403.3683 - logits_profile_predictions_loss: 398.3299 - logcount_predictions_loss: 0.2343 2154/2167 [============================>.] - ETA: 3s - loss: 403.3681 - logits_profile_predictions_loss: 398.3297 - logcount_predictions_loss: 0.2343 2155/2167 [============================>.] - ETA: 3s - loss: 403.3679 - logits_profile_predictions_loss: 398.3295 - logcount_predictions_loss: 0.2343 2156/2167 [============================>.] - ETA: 3s - loss: 403.3677 - logits_profile_predictions_loss: 398.3294 - logcount_predictions_loss: 0.2343 2157/2167 [============================>.] - ETA: 3s - loss: 403.3674 - logits_profile_predictions_loss: 398.3292 - logcount_predictions_loss: 0.2343 2158/2167 [============================>.] - ETA: 2s - loss: 403.3672 - 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[============================>.] - ETA: 0s - loss: 403.3658 - logits_profile_predictions_loss: 398.3280 - logcount_predictions_loss: 0.2343 2166/2167 [============================>.] - ETA: 0s - loss: 403.3656 - logits_profile_predictions_loss: 398.3278 - logcount_predictions_loss: 0.2343 2167/2167 [==============================] - ETA: 0s - loss: 403.3654 - logits_profile_predictions_loss: 398.3277 - logcount_predictions_loss: 0.2343 2167/2167 [==============================] - 681s 314ms/step - loss: 403.3652 - logits_profile_predictions_loss: 398.3275 - logcount_predictions_loss: 0.2343 - val_loss: 430.9953 - val_logits_profile_predictions_loss: 418.3116 - val_logcount_predictions_loss: 0.5899 Epoch 00014: val_loss did not improve from 429.68704 Epoch 15/50 1/2167 [..............................] - ETA: 11:23 - loss: 406.6517 - logits_profile_predictions_loss: 401.4131 - logcount_predictions_loss: 0.2437 2/2167 [..............................] - ETA: 10:49 - loss: 399.1313 - 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[..............................] - ETA: 10:49 - loss: 394.1975 - logits_profile_predictions_loss: 389.9574 - logcount_predictions_loss: 0.1972 10/2167 [..............................] - ETA: 10:48 - loss: 394.8084 - logits_profile_predictions_loss: 390.5565 - logcount_predictions_loss: 0.1978 11/2167 [..............................] - ETA: 10:48 - loss: 395.6547 - logits_profile_predictions_loss: 391.4089 - logcount_predictions_loss: 0.1975 12/2167 [..............................] - ETA: 10:48 - loss: 396.0024 - logits_profile_predictions_loss: 391.7677 - logcount_predictions_loss: 0.1970 13/2167 [..............................] - ETA: 10:48 - loss: 396.3201 - logits_profile_predictions_loss: 392.0867 - logcount_predictions_loss: 0.1969 14/2167 [..............................] - ETA: 10:47 - loss: 396.5661 - logits_profile_predictions_loss: 392.3237 - logcount_predictions_loss: 0.1973 15/2167 [..............................] - ETA: 10:47 - loss: 396.8536 - logits_profile_predictions_loss: 392.6032 - logcount_predictions_loss: 0.1977 16/2167 [..............................] - ETA: 10:47 - loss: 397.0387 - logits_profile_predictions_loss: 392.7761 - logcount_predictions_loss: 0.1983 17/2167 [..............................] - ETA: 10:47 - loss: 397.1763 - logits_profile_predictions_loss: 392.9002 - logcount_predictions_loss: 0.1989 18/2167 [..............................] - ETA: 10:46 - loss: 397.2895 - logits_profile_predictions_loss: 393.0009 - logcount_predictions_loss: 0.1995 19/2167 [..............................] - ETA: 10:46 - loss: 397.4514 - logits_profile_predictions_loss: 393.1530 - logcount_predictions_loss: 0.1999 20/2167 [..............................] - ETA: 10:46 - loss: 397.6187 - logits_profile_predictions_loss: 393.3028 - logcount_predictions_loss: 0.2007 21/2167 [..............................] - ETA: 10:46 - loss: 397.8761 - logits_profile_predictions_loss: 393.5376 - logcount_predictions_loss: 0.2018 22/2167 [..............................] - ETA: 10:45 - loss: 398.1722 - logits_profile_predictions_loss: 393.8129 - logcount_predictions_loss: 0.2028 23/2167 [..............................] - ETA: 10:45 - loss: 398.5439 - logits_profile_predictions_loss: 394.1650 - logcount_predictions_loss: 0.2037 24/2167 [..............................] - ETA: 10:45 - loss: 398.9164 - logits_profile_predictions_loss: 394.5206 - logcount_predictions_loss: 0.2045 25/2167 [..............................] - ETA: 10:44 - loss: 399.2267 - logits_profile_predictions_loss: 394.8150 - logcount_predictions_loss: 0.2052 26/2167 [..............................] - ETA: 10:44 - loss: 399.4400 - logits_profile_predictions_loss: 395.0152 - logcount_predictions_loss: 0.2058 27/2167 [..............................] - ETA: 10:44 - loss: 399.6440 - logits_profile_predictions_loss: 395.2081 - logcount_predictions_loss: 0.2063 28/2167 [..............................] - ETA: 10:44 - loss: 399.7959 - logits_profile_predictions_loss: 395.3509 - logcount_predictions_loss: 0.2067 29/2167 [..............................] - ETA: 10:43 - loss: 399.8815 - logits_profile_predictions_loss: 395.4293 - logcount_predictions_loss: 0.2071 30/2167 [..............................] - ETA: 10:43 - loss: 399.9480 - logits_profile_predictions_loss: 395.4893 - logcount_predictions_loss: 0.2074 31/2167 [..............................] - ETA: 10:43 - loss: 400.0049 - logits_profile_predictions_loss: 395.5397 - logcount_predictions_loss: 0.2077 32/2167 [..............................] - ETA: 10:43 - loss: 400.0875 - logits_profile_predictions_loss: 395.6157 - logcount_predictions_loss: 0.2080 33/2167 [..............................] - ETA: 10:42 - loss: 400.1677 - logits_profile_predictions_loss: 395.6904 - logcount_predictions_loss: 0.2082 34/2167 [..............................] - ETA: 10:42 - loss: 400.2275 - logits_profile_predictions_loss: 395.7451 - logcount_predictions_loss: 0.2085 35/2167 [..............................] - ETA: 10:42 - loss: 400.2832 - logits_profile_predictions_loss: 395.7963 - logcount_predictions_loss: 0.2087 36/2167 [..............................] - ETA: 10:42 - loss: 400.3462 - logits_profile_predictions_loss: 395.8545 - logcount_predictions_loss: 0.2089 37/2167 [..............................] - ETA: 10:41 - loss: 400.4266 - logits_profile_predictions_loss: 395.9307 - logcount_predictions_loss: 0.2091 38/2167 [..............................] - ETA: 10:41 - loss: 400.4960 - logits_profile_predictions_loss: 395.9965 - logcount_predictions_loss: 0.2093 39/2167 [..............................] - ETA: 10:41 - loss: 400.5466 - logits_profile_predictions_loss: 396.0430 - logcount_predictions_loss: 0.2095 40/2167 [..............................] - ETA: 10:41 - loss: 400.6075 - logits_profile_predictions_loss: 396.0994 - logcount_predictions_loss: 0.2097 41/2167 [..............................] - ETA: 10:40 - loss: 400.6605 - logits_profile_predictions_loss: 396.1482 - logcount_predictions_loss: 0.2099 42/2167 [..............................] - ETA: 10:40 - loss: 400.7087 - logits_profile_predictions_loss: 396.1927 - logcount_predictions_loss: 0.2101 43/2167 [..............................] - ETA: 10:40 - loss: 400.7512 - logits_profile_predictions_loss: 396.2315 - logcount_predictions_loss: 0.2102 44/2167 [..............................] - ETA: 10:39 - loss: 400.7920 - logits_profile_predictions_loss: 396.2694 - logcount_predictions_loss: 0.2104 45/2167 [..............................] - ETA: 10:39 - loss: 400.8067 - logits_profile_predictions_loss: 396.2814 - logcount_predictions_loss: 0.2105 46/2167 [..............................] - ETA: 10:39 - loss: 400.8425 - logits_profile_predictions_loss: 396.3151 - logcount_predictions_loss: 0.2106 47/2167 [..............................] - ETA: 10:39 - loss: 400.8559 - logits_profile_predictions_loss: 396.3270 - logcount_predictions_loss: 0.2106 48/2167 [..............................] - ETA: 10:38 - loss: 400.8806 - logits_profile_predictions_loss: 396.3505 - logcount_predictions_loss: 0.2107 49/2167 [..............................] - ETA: 10:38 - loss: 400.9116 - logits_profile_predictions_loss: 396.3809 - logcount_predictions_loss: 0.2107 50/2167 [..............................] - ETA: 10:38 - loss: 400.9426 - logits_profile_predictions_loss: 396.4110 - logcount_predictions_loss: 0.2108 51/2167 [..............................] - ETA: 10:37 - loss: 400.9660 - logits_profile_predictions_loss: 396.4333 - logcount_predictions_loss: 0.2108 52/2167 [..............................] - ETA: 10:37 - loss: 400.9900 - logits_profile_predictions_loss: 396.4567 - logcount_predictions_loss: 0.2109 53/2167 [..............................] - ETA: 10:37 - loss: 400.9973 - logits_profile_predictions_loss: 396.4637 - logcount_predictions_loss: 0.2109 54/2167 [..............................] - ETA: 10:37 - loss: 400.9924 - 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[..............................] - ETA: 10:35 - loss: 401.0922 - logits_profile_predictions_loss: 396.5630 - logcount_predictions_loss: 0.2107 62/2167 [..............................] - ETA: 10:34 - loss: 401.1122 - logits_profile_predictions_loss: 396.5837 - logcount_predictions_loss: 0.2106 63/2167 [..............................] - ETA: 10:34 - loss: 401.1307 - logits_profile_predictions_loss: 396.6025 - logcount_predictions_loss: 0.2106 64/2167 [..............................] - ETA: 10:34 - loss: 401.1440 - logits_profile_predictions_loss: 396.6164 - logcount_predictions_loss: 0.2106 65/2167 [..............................] - ETA: 10:34 - loss: 401.1638 - logits_profile_predictions_loss: 396.6365 - logcount_predictions_loss: 0.2106 66/2167 [..............................] - ETA: 10:33 - loss: 401.1768 - logits_profile_predictions_loss: 396.6492 - logcount_predictions_loss: 0.2106 67/2167 [..............................] - ETA: 10:33 - loss: 401.1873 - 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[====>.........................] - ETA: 8:50 - loss: 401.1615 - logits_profile_predictions_loss: 396.5195 - logcount_predictions_loss: 0.2159 413/2167 [====>.........................] - ETA: 8:50 - loss: 401.1613 - logits_profile_predictions_loss: 396.5193 - logcount_predictions_loss: 0.2159 414/2167 [====>.........................] - ETA: 8:50 - loss: 401.1612 - logits_profile_predictions_loss: 396.5192 - logcount_predictions_loss: 0.2159 415/2167 [====>.........................] - ETA: 8:50 - loss: 401.1610 - logits_profile_predictions_loss: 396.5191 - logcount_predictions_loss: 0.2159 416/2167 [====>.........................] - ETA: 8:49 - loss: 401.1609 - logits_profile_predictions_loss: 396.5189 - logcount_predictions_loss: 0.2159 417/2167 [====>.........................] - ETA: 8:49 - loss: 401.1604 - logits_profile_predictions_loss: 396.5185 - logcount_predictions_loss: 0.2159 418/2167 [====>.........................] - ETA: 8:49 - loss: 401.1601 - 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[====>.........................] - ETA: 8:46 - loss: 401.1563 - logits_profile_predictions_loss: 396.5146 - logcount_predictions_loss: 0.2159 426/2167 [====>.........................] - ETA: 8:46 - loss: 401.1562 - logits_profile_predictions_loss: 396.5145 - logcount_predictions_loss: 0.2159 427/2167 [====>.........................] - ETA: 8:46 - loss: 401.1561 - logits_profile_predictions_loss: 396.5145 - logcount_predictions_loss: 0.2159 428/2167 [====>.........................] - ETA: 8:46 - loss: 401.1561 - logits_profile_predictions_loss: 396.5144 - logcount_predictions_loss: 0.2159 429/2167 [====>.........................] - ETA: 8:45 - loss: 401.1559 - logits_profile_predictions_loss: 396.5143 - logcount_predictions_loss: 0.2159 430/2167 [====>.........................] - ETA: 8:45 - loss: 401.1558 - logits_profile_predictions_loss: 396.5142 - logcount_predictions_loss: 0.2159 431/2167 [====>.........................] - ETA: 8:45 - loss: 401.1554 - 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[=====>........................] - ETA: 8:43 - loss: 401.1527 - logits_profile_predictions_loss: 396.5114 - logcount_predictions_loss: 0.2159 439/2167 [=====>........................] - ETA: 8:42 - loss: 401.1520 - logits_profile_predictions_loss: 396.5108 - logcount_predictions_loss: 0.2159 440/2167 [=====>........................] - ETA: 8:42 - loss: 401.1512 - logits_profile_predictions_loss: 396.5100 - logcount_predictions_loss: 0.2159 441/2167 [=====>........................] - ETA: 8:42 - loss: 401.1506 - logits_profile_predictions_loss: 396.5095 - logcount_predictions_loss: 0.2159 442/2167 [=====>........................] - ETA: 8:41 - loss: 401.1498 - logits_profile_predictions_loss: 396.5087 - logcount_predictions_loss: 0.2159 443/2167 [=====>........................] - ETA: 8:41 - loss: 401.1491 - logits_profile_predictions_loss: 396.5080 - logcount_predictions_loss: 0.2159 444/2167 [=====>........................] - ETA: 8:41 - loss: 401.1483 - 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[=====>........................] - ETA: 8:39 - loss: 401.1438 - logits_profile_predictions_loss: 396.5030 - logcount_predictions_loss: 0.2158 452/2167 [=====>........................] - ETA: 8:38 - loss: 401.1429 - logits_profile_predictions_loss: 396.5021 - logcount_predictions_loss: 0.2158 453/2167 [=====>........................] - ETA: 8:38 - loss: 401.1419 - logits_profile_predictions_loss: 396.5012 - logcount_predictions_loss: 0.2158 454/2167 [=====>........................] - ETA: 8:38 - loss: 401.1409 - logits_profile_predictions_loss: 396.5002 - logcount_predictions_loss: 0.2158 455/2167 [=====>........................] - ETA: 8:37 - loss: 401.1399 - logits_profile_predictions_loss: 396.4993 - logcount_predictions_loss: 0.2158 456/2167 [=====>........................] - ETA: 8:37 - loss: 401.1391 - logits_profile_predictions_loss: 396.4985 - logcount_predictions_loss: 0.2158 457/2167 [=====>........................] - ETA: 8:37 - loss: 401.1382 - 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[=====>........................] - ETA: 8:35 - loss: 401.1317 - logits_profile_predictions_loss: 396.4913 - logcount_predictions_loss: 0.2158 465/2167 [=====>........................] - ETA: 8:34 - loss: 401.1306 - logits_profile_predictions_loss: 396.4903 - logcount_predictions_loss: 0.2158 466/2167 [=====>........................] - ETA: 8:34 - loss: 401.1294 - logits_profile_predictions_loss: 396.4891 - logcount_predictions_loss: 0.2158 467/2167 [=====>........................] - ETA: 8:34 - loss: 401.1283 - logits_profile_predictions_loss: 396.4881 - logcount_predictions_loss: 0.2158 468/2167 [=====>........................] - ETA: 8:34 - loss: 401.1272 - logits_profile_predictions_loss: 396.4870 - logcount_predictions_loss: 0.2158 469/2167 [=====>........................] - ETA: 8:33 - loss: 401.1260 - logits_profile_predictions_loss: 396.4858 - logcount_predictions_loss: 0.2158 470/2167 [=====>........................] - ETA: 8:33 - loss: 401.1248 - 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logits_profile_predictions_loss: 396.7855 - logcount_predictions_loss: 0.2154 2155/2167 [============================>.] - ETA: 3s - loss: 401.4176 - logits_profile_predictions_loss: 396.7853 - logcount_predictions_loss: 0.2154 2156/2167 [============================>.] - ETA: 3s - loss: 401.4174 - logits_profile_predictions_loss: 396.7851 - logcount_predictions_loss: 0.2154 2157/2167 [============================>.] - ETA: 3s - loss: 401.4171 - logits_profile_predictions_loss: 396.7849 - logcount_predictions_loss: 0.2154 2158/2167 [============================>.] - ETA: 2s - loss: 401.4169 - logits_profile_predictions_loss: 396.7847 - logcount_predictions_loss: 0.2154 2159/2167 [============================>.] - ETA: 2s - loss: 401.4167 - logits_profile_predictions_loss: 396.7844 - logcount_predictions_loss: 0.2154 2160/2167 [============================>.] - ETA: 2s - loss: 401.4164 - logits_profile_predictions_loss: 396.7842 - logcount_predictions_loss: 0.2154 2161/2167 [============================>.] - ETA: 1s - loss: 401.4162 - logits_profile_predictions_loss: 396.7840 - logcount_predictions_loss: 0.2154 2162/2167 [============================>.] - ETA: 1s - loss: 401.4160 - logits_profile_predictions_loss: 396.7838 - logcount_predictions_loss: 0.2154 2163/2167 [============================>.] - ETA: 1s - loss: 401.4158 - logits_profile_predictions_loss: 396.7836 - logcount_predictions_loss: 0.2154 2164/2167 [============================>.] - ETA: 0s - loss: 401.4156 - logits_profile_predictions_loss: 396.7834 - logcount_predictions_loss: 0.2154 2165/2167 [============================>.] - ETA: 0s - loss: 401.4154 - logits_profile_predictions_loss: 396.7831 - logcount_predictions_loss: 0.2154 2166/2167 [============================>.] - ETA: 0s - loss: 401.4152 - logits_profile_predictions_loss: 396.7830 - logcount_predictions_loss: 0.2154 2167/2167 [==============================] - ETA: 0s - loss: 401.4150 - logits_profile_predictions_loss: 396.7828 - logcount_predictions_loss: 0.2154 2167/2167 [==============================] - 681s 314ms/step - loss: 401.4148 - logits_profile_predictions_loss: 396.7826 - logcount_predictions_loss: 0.2154 - val_loss: 431.0466 - val_logits_profile_predictions_loss: 418.5797 - val_logcount_predictions_loss: 0.5799 Epoch 00015: val_loss did not improve from 429.68704 Restoring model weights from the end of the best epoch. Epoch 00015: early stopping save model save model without bias 2022-09-22_18-31-51: 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//ENCSR040DJK//preprocessing/bigWigs/ENCSR040DJK.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(35022, 10) loading nonpeaks... got split:test for bed regions:(38827, 10) 0/289 100/289 200/289 2022-09-22_18-37-44: 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//ENCSR040DJK//preprocessing/bigWigs/ENCSR040DJK.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(35022, 10) loading nonpeaks... got split:test for bed regions:(38827, 10) 0/289 100/289 200/289 2022-09-22_18-42-43: 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//ENCSR040DJK//preprocessing/bigWigs/ENCSR040DJK.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(35022, 10) loading nonpeaks... got split:test for bed regions:(38827, 10) 0/289 100/289 200/289 2022-09-22_18-45-31: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//footprints 2022-09-22_18-45-31: 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/ENCSR040DJK//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//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 1/34 [..............................] - ETA: 10:17 3/34 [=>............................] - ETA: 14s  4/34 [==>...........................] - ETA: 18s 5/34 [===>..........................] - ETA: 20s 6/34 [====>.........................] - ETA: 21s 7/34 [=====>........................] - ETA: 21s 8/34 [======>.......................] - ETA: 20s 9/34 [======>.......................] - ETA: 20s 10/34 [=======>......................] - ETA: 20s 11/34 [========>.....................] - ETA: 19s 12/34 [=========>....................] - ETA: 18s 13/34 [==========>...................] - ETA: 18s 14/34 [===========>..................] - ETA: 17s 15/34 [============>.................] - ETA: 16s 16/34 [=============>................] - ETA: 15s 17/34 [==============>...............] - ETA: 14s 18/34 [==============>...............] - ETA: 14s 19/34 [===============>..............] - ETA: 13s 20/34 [================>.............] - ETA: 12s 21/34 [=================>............] - ETA: 11s 22/34 [==================>...........] - ETA: 10s 23/34 [===================>..........] - ETA: 9s  24/34 [====================>.........] - ETA: 8s 25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 68s 1s/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 23s 10/34 [=======>......................] - ETA: 22s 11/34 [========>.....................] - ETA: 21s 12/34 [=========>....................] - ETA: 20s 13/34 [==========>...................] - ETA: 19s 14/34 [===========>..................] - ETA: 18s 15/34 [============>.................] - ETA: 17s 16/34 [=============>................] - ETA: 16s 17/34 [==============>...............] - ETA: 15s 18/34 [==============>...............] - ETA: 14s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 955ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 23s 10/34 [=======>......................] - ETA: 22s 11/34 [========>.....................] - ETA: 21s 12/34 [=========>....................] - ETA: 20s 13/34 [==========>...................] - ETA: 19s 14/34 [===========>..................] - ETA: 18s 15/34 [============>.................] - ETA: 17s 16/34 [=============>................] - ETA: 16s 17/34 [==============>...............] - ETA: 15s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 957ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 23s 10/34 [=======>......................] - ETA: 22s 11/34 [========>.....................] - ETA: 21s 12/34 [=========>....................] - ETA: 20s 13/34 [==========>...................] - ETA: 19s 14/34 [===========>..................] - ETA: 18s 15/34 [============>.................] - ETA: 17s 16/34 [=============>................] - ETA: 16s 17/34 [==============>...............] - ETA: 15s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 958ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 23s 10/34 [=======>......................] - ETA: 22s 11/34 [========>.....................] - ETA: 21s 12/34 [=========>....................] - ETA: 20s 13/34 [==========>...................] - ETA: 19s 14/34 [===========>..................] - ETA: 18s 15/34 [============>.................] - ETA: 17s 16/34 [=============>................] - ETA: 16s 17/34 [==============>...............] - ETA: 15s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 958ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 23s 10/34 [=======>......................] - ETA: 22s 11/34 [========>.....................] - ETA: 21s 12/34 [=========>....................] - ETA: 20s 13/34 [==========>...................] - ETA: 19s 14/34 [===========>..................] - ETA: 18s 15/34 [============>.................] - ETA: 17s 16/34 [=============>................] - ETA: 16s 17/34 [==============>...............] - ETA: 15s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 958ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 23s 10/34 [=======>......................] - ETA: 22s 11/34 [========>.....................] - ETA: 21s 12/34 [=========>....................] - ETA: 20s 13/34 [==========>...................] - ETA: 19s 14/34 [===========>..................] - ETA: 18s 15/34 [============>.................] - ETA: 17s 16/34 [=============>................] - ETA: 16s 17/34 [==============>...............] - ETA: 15s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 958ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 23s 10/34 [=======>......................] - ETA: 22s 11/34 [========>.....................] - ETA: 21s 12/34 [=========>....................] - ETA: 20s 13/34 [==========>...................] - ETA: 19s 14/34 [===========>..................] - ETA: 18s 15/34 [============>.................] - ETA: 17s 16/34 [=============>................] - ETA: 16s 17/34 [==============>...............] - ETA: 15s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 957ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 23s 10/34 [=======>......................] - ETA: 22s 11/34 [========>.....................] - ETA: 21s 12/34 [=========>....................] - ETA: 20s 13/34 [==========>...................] - ETA: 19s 14/34 [===========>..................] - ETA: 18s 15/34 [============>.................] - ETA: 17s 16/34 [=============>................] - ETA: 16s 17/34 [==============>...............] - ETA: 15s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 958ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 23s 10/34 [=======>......................] - ETA: 22s 11/34 [========>.....................] - ETA: 21s 12/34 [=========>....................] - ETA: 20s 13/34 [==========>...................] - ETA: 19s 14/34 [===========>..................] - ETA: 18s 15/34 [============>.................] - ETA: 17s 16/34 [=============>................] - ETA: 16s 17/34 [==============>...............] - ETA: 15s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 958ms/step Saving marginal footprints 2022-09-22_18-51-46: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//footprints 2022-09-22_18-51-46: 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/ENCSR040DJK//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_4//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 1/34 [..............................] - ETA: 7:43 3/34 [=>............................] - ETA: 1s  4/34 [==>...........................] - ETA: 1s 5/34 [===>..........................] - ETA: 1s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 1s 9/34 [======>.......................] - ETA: 1s 10/34 [=======>......................] - ETA: 1s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 0s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 28s 437ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 87ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 87ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 87ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 87ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 87ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 87ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 87ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 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