2022-10-12_23-18-54: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR597UIG//preprocessing/bigWigs/ENCSR597UIG.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR597UIG//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR597UIG//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 157733 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 157733 Number of peaks input: 42267 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 42267 Number of non peaks input: 160045 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 160045 Number of non peaks input: 39954 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 39954 Number of peaks after removing outliers: 155996 Number of nonpeaks after removing outliers: 141558 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 1/4424 [..............................] - ETA: 11:41:47 7/4424 [..............................] - ETA: 38s  13/4424 [..............................] - ETA: 39s 19/4424 [..............................] - ETA: 40s 25/4424 [..............................] - ETA: 40s 31/4424 [..............................] - ETA: 40s 37/4424 [..............................] - ETA: 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4424/4424 [==============================] - ETA: 0s 4424/4424 [==============================] - 50s 9ms/step 2022-10-12_23-27-57: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR597UIG//preprocessing/bigWigs/ENCSR597UIG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '17.2', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(141048, 10) loading nonpeaks... got split:train for bed regions:(130942, 10) loading peaks... got split:valid for bed regions:(14948, 10) loading nonpeaks... got split:valid for bed regions:(10616, 10) Epoch 1/50 1/2425 [..............................] - ETA: 6:46:07 - loss: 779.9308 - logits_profile_predictions_loss: 739.7593 - logcount_predictions_loss: 2.3355 2/2425 [..............................] - ETA: 22:56 - loss: 801.7853 - logits_profile_predictions_loss: 716.7462 - logcount_predictions_loss: 4.9441  3/2425 [..............................] - ETA: 22:52 - loss: 796.1749 - logits_profile_predictions_loss: 706.4736 - logcount_predictions_loss: 5.2152 4/2425 [..............................] - ETA: 22:51 - loss: 789.3995 - logits_profile_predictions_loss: 701.3408 - logcount_predictions_loss: 5.1197 5/2425 [..............................] - ETA: 22:49 - loss: 784.5203 - logits_profile_predictions_loss: 699.0819 - logcount_predictions_loss: 4.9674 6/2425 [..............................] - ETA: 22:49 - loss: 780.1034 - logits_profile_predictions_loss: 697.4709 - logcount_predictions_loss: 4.8042 7/2425 [..............................] - ETA: 22:48 - loss: 772.4175 - logits_profile_predictions_loss: 692.7749 - logcount_predictions_loss: 4.6304 8/2425 [..............................] - ETA: 22:48 - loss: 770.3051 - logits_profile_predictions_loss: 693.2279 - logcount_predictions_loss: 4.4812 9/2425 [..............................] - ETA: 22:47 - loss: 766.3246 - logits_profile_predictions_loss: 691.7123 - logcount_predictions_loss: 4.3379 10/2425 [..............................] - ETA: 22:46 - loss: 762.3557 - logits_profile_predictions_loss: 689.9806 - logcount_predictions_loss: 4.2079 11/2425 [..............................] - ETA: 22:45 - loss: 760.6105 - logits_profile_predictions_loss: 690.2787 - logcount_predictions_loss: 4.0891 12/2425 [..............................] - ETA: 22:45 - loss: 759.7219 - logits_profile_predictions_loss: 691.1479 - logcount_predictions_loss: 3.9869 13/2425 [..............................] - ETA: 22:44 - loss: 761.5974 - logits_profile_predictions_loss: 694.4268 - logcount_predictions_loss: 3.9053 14/2425 [..............................] - ETA: 22:44 - loss: 763.4045 - logits_profile_predictions_loss: 697.4636 - logcount_predictions_loss: 3.8338 15/2425 [..............................] - ETA: 22:43 - loss: 764.1520 - logits_profile_predictions_loss: 699.3819 - logcount_predictions_loss: 3.7657 16/2425 [..............................] - ETA: 22:42 - loss: 764.4134 - logits_profile_predictions_loss: 700.7134 - logcount_predictions_loss: 3.7035 17/2425 [..............................] - ETA: 22:41 - loss: 764.2319 - logits_profile_predictions_loss: 701.5423 - logcount_predictions_loss: 3.6447 18/2425 [..............................] - ETA: 22:41 - loss: 763.9327 - logits_profile_predictions_loss: 702.1773 - logcount_predictions_loss: 3.5904 19/2425 [..............................] - ETA: 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[===>..........................] - ETA: 19:05 - loss: 712.0851 - logits_profile_predictions_loss: 672.8656 - logcount_predictions_loss: 2.2802 404/2425 [===>..........................] - ETA: 19:05 - loss: 712.0460 - logits_profile_predictions_loss: 672.8320 - logcount_predictions_loss: 2.2799 405/2425 [====>.........................] - ETA: 19:04 - loss: 712.0072 - logits_profile_predictions_loss: 672.7986 - logcount_predictions_loss: 2.2796 406/2425 [====>.........................] - ETA: 19:04 - loss: 711.9680 - logits_profile_predictions_loss: 672.7649 - logcount_predictions_loss: 2.2793 407/2425 [====>.........................] - ETA: 19:03 - loss: 711.9286 - logits_profile_predictions_loss: 672.7310 - logcount_predictions_loss: 2.2789 408/2425 [====>.........................] - ETA: 19:02 - loss: 711.8889 - logits_profile_predictions_loss: 672.6967 - logcount_predictions_loss: 2.2786 409/2425 [====>.........................] - ETA: 19:02 - loss: 711.8487 - logits_profile_predictions_loss: 672.6620 - logcount_predictions_loss: 2.2783 410/2425 [====>.........................] - ETA: 19:01 - loss: 711.8082 - logits_profile_predictions_loss: 672.6270 - logcount_predictions_loss: 2.2780 411/2425 [====>.........................] - ETA: 19:01 - loss: 711.7681 - logits_profile_predictions_loss: 672.5924 - logcount_predictions_loss: 2.2777 412/2425 [====>.........................] - ETA: 19:00 - loss: 711.7277 - logits_profile_predictions_loss: 672.5575 - logcount_predictions_loss: 2.2773 413/2425 [====>.........................] - ETA: 19:00 - loss: 711.6875 - logits_profile_predictions_loss: 672.5228 - logcount_predictions_loss: 2.2770 414/2425 [====>.........................] - ETA: 18:59 - loss: 711.6469 - logits_profile_predictions_loss: 672.4877 - logcount_predictions_loss: 2.2767 415/2425 [====>.........................] - ETA: 18:59 - loss: 711.6064 - logits_profile_predictions_loss: 672.4526 - logcount_predictions_loss: 2.2764 416/2425 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[============================>.] - ETA: 11s - loss: 677.9314 - logits_profile_predictions_loss: 646.0690 - logcount_predictions_loss: 1.8525 2406/2425 [============================>.] - ETA: 10s - loss: 677.9203 - logits_profile_predictions_loss: 646.0624 - logcount_predictions_loss: 1.8522 2407/2425 [============================>.] - ETA: 10s - loss: 677.9092 - logits_profile_predictions_loss: 646.0559 - logcount_predictions_loss: 1.8520 2408/2425 [============================>.] - ETA: 9s - loss: 677.8981 - logits_profile_predictions_loss: 646.0493 - logcount_predictions_loss: 1.8517  2409/2425 [============================>.] - ETA: 9s - loss: 677.8870 - logits_profile_predictions_loss: 646.0428 - logcount_predictions_loss: 1.8514 2410/2425 [============================>.] - ETA: 8s - loss: 677.8760 - logits_profile_predictions_loss: 646.0363 - logcount_predictions_loss: 1.8512 2411/2425 [============================>.] - ETA: 7s - loss: 677.8649 - logits_profile_predictions_loss: 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2425/2425 [==============================] - ETA: 0s - loss: 677.7106 - logits_profile_predictions_loss: 645.9389 - logcount_predictions_loss: 1.8472 2425/2425 [==============================] - 1440s 590ms/step - loss: 677.6995 - logits_profile_predictions_loss: 645.9324 - logcount_predictions_loss: 1.8469 - val_loss: 598.6359 - val_logits_profile_predictions_loss: 591.9455 - val_logcount_predictions_loss: 0.3890 Epoch 00001: val_loss improved from inf to 598.63586, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 2/50 1/2425 [..............................] - ETA: 23:48 - loss: 593.3821 - logits_profile_predictions_loss: 587.2056 - logcount_predictions_loss: 0.3591 2/2425 [..............................] - ETA: 22:52 - loss: 583.9186 - logits_profile_predictions_loss: 578.0762 - logcount_predictions_loss: 0.3397 3/2425 [..............................] - ETA: 22:52 - loss: 597.7456 - 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[..............................] - ETA: 22:50 - loss: 621.1863 - logits_profile_predictions_loss: 615.0786 - logcount_predictions_loss: 0.3551 11/2425 [..............................] - ETA: 22:49 - loss: 622.0490 - logits_profile_predictions_loss: 615.9100 - logcount_predictions_loss: 0.3569 12/2425 [..............................] - ETA: 22:49 - loss: 622.2645 - logits_profile_predictions_loss: 616.0944 - logcount_predictions_loss: 0.3587 13/2425 [..............................] - ETA: 22:48 - loss: 623.1710 - logits_profile_predictions_loss: 616.9588 - logcount_predictions_loss: 0.3612 14/2425 [..............................] - ETA: 22:47 - loss: 623.9619 - logits_profile_predictions_loss: 617.7156 - logcount_predictions_loss: 0.3632 15/2425 [..............................] - ETA: 22:47 - loss: 624.4138 - logits_profile_predictions_loss: 618.1373 - logcount_predictions_loss: 0.3649 16/2425 [..............................] - ETA: 22:46 - loss: 625.1562 - 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[..............................] - ETA: 22:41 - loss: 628.5091 - logits_profile_predictions_loss: 622.1313 - logcount_predictions_loss: 0.3708 24/2425 [..............................] - ETA: 22:41 - loss: 629.0236 - logits_profile_predictions_loss: 622.6424 - logcount_predictions_loss: 0.3710 25/2425 [..............................] - ETA: 22:40 - loss: 629.3833 - logits_profile_predictions_loss: 623.0000 - logcount_predictions_loss: 0.3711 26/2425 [..............................] - ETA: 22:40 - loss: 629.6845 - logits_profile_predictions_loss: 623.2988 - logcount_predictions_loss: 0.3713 27/2425 [..............................] - ETA: 22:39 - loss: 629.9636 - logits_profile_predictions_loss: 623.5784 - logcount_predictions_loss: 0.3712 28/2425 [..............................] - ETA: 22:38 - loss: 630.2881 - logits_profile_predictions_loss: 623.9018 - logcount_predictions_loss: 0.3713 29/2425 [..............................] - ETA: 22:38 - loss: 630.5016 - logits_profile_predictions_loss: 624.1151 - logcount_predictions_loss: 0.3713 30/2425 [..............................] - ETA: 22:37 - loss: 630.7193 - logits_profile_predictions_loss: 624.3327 - logcount_predictions_loss: 0.3713 31/2425 [..............................] - ETA: 22:37 - loss: 630.9022 - logits_profile_predictions_loss: 624.5140 - logcount_predictions_loss: 0.3714 32/2425 [..............................] - ETA: 22:36 - loss: 631.1472 - logits_profile_predictions_loss: 624.7573 - logcount_predictions_loss: 0.3715 33/2425 [..............................] - ETA: 22:35 - loss: 631.3680 - logits_profile_predictions_loss: 624.9772 - logcount_predictions_loss: 0.3716 34/2425 [..............................] - ETA: 22:35 - loss: 631.6167 - logits_profile_predictions_loss: 625.2229 - logcount_predictions_loss: 0.3717 35/2425 [..............................] - ETA: 22:34 - loss: 631.8357 - logits_profile_predictions_loss: 625.4408 - logcount_predictions_loss: 0.3718 36/2425 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logits_profile_predictions_loss: 626.4828 - logcount_predictions_loss: 0.3723 43/2425 [..............................] - ETA: 22:30 - loss: 632.8580 - logits_profile_predictions_loss: 626.4512 - logcount_predictions_loss: 0.3725 44/2425 [..............................] - ETA: 22:29 - loss: 632.8093 - logits_profile_predictions_loss: 626.4002 - logcount_predictions_loss: 0.3726 45/2425 [..............................] - ETA: 22:29 - loss: 632.7660 - logits_profile_predictions_loss: 626.3543 - logcount_predictions_loss: 0.3728 46/2425 [..............................] - ETA: 22:28 - loss: 632.7817 - logits_profile_predictions_loss: 626.3667 - logcount_predictions_loss: 0.3730 47/2425 [..............................] - ETA: 22:27 - loss: 632.7678 - logits_profile_predictions_loss: 626.3509 - logcount_predictions_loss: 0.3731 48/2425 [..............................] - ETA: 22:27 - loss: 632.7311 - logits_profile_predictions_loss: 626.3123 - logcount_predictions_loss: 0.3732 49/2425 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[===>..........................] - ETA: 19:22 - loss: 628.4525 - logits_profile_predictions_loss: 621.9708 - logcount_predictions_loss: 0.3768 375/2425 [===>..........................] - ETA: 19:21 - loss: 628.4443 - logits_profile_predictions_loss: 621.9622 - logcount_predictions_loss: 0.3769 376/2425 [===>..........................] - ETA: 19:21 - loss: 628.4366 - logits_profile_predictions_loss: 621.9541 - logcount_predictions_loss: 0.3769 377/2425 [===>..........................] - ETA: 19:20 - loss: 628.4291 - logits_profile_predictions_loss: 621.9462 - logcount_predictions_loss: 0.3769 378/2425 [===>..........................] - ETA: 19:19 - loss: 628.4216 - logits_profile_predictions_loss: 621.9383 - logcount_predictions_loss: 0.3769 379/2425 [===>..........................] - ETA: 19:19 - loss: 628.4142 - logits_profile_predictions_loss: 621.9305 - logcount_predictions_loss: 0.3769 380/2425 [===>..........................] - ETA: 19:18 - loss: 628.4059 - 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logits_profile_predictions_loss: 621.7977 - logcount_predictions_loss: 0.3772 394/2425 [===>..........................] - ETA: 19:10 - loss: 628.2775 - logits_profile_predictions_loss: 621.7883 - logcount_predictions_loss: 0.3773 395/2425 [===>..........................] - ETA: 19:10 - loss: 628.2684 - logits_profile_predictions_loss: 621.7789 - logcount_predictions_loss: 0.3773 396/2425 [===>..........................] - ETA: 19:09 - loss: 628.2590 - logits_profile_predictions_loss: 621.7691 - logcount_predictions_loss: 0.3773 397/2425 [===>..........................] - ETA: 19:09 - loss: 628.2493 - logits_profile_predictions_loss: 621.7591 - logcount_predictions_loss: 0.3773 398/2425 [===>..........................] - ETA: 19:08 - loss: 628.2393 - logits_profile_predictions_loss: 621.7487 - logcount_predictions_loss: 0.3773 399/2425 [===>..........................] - ETA: 19:07 - loss: 628.2288 - logits_profile_predictions_loss: 621.7379 - logcount_predictions_loss: 0.3774 400/2425 [===>..........................] - ETA: 19:07 - loss: 628.2177 - logits_profile_predictions_loss: 621.7265 - logcount_predictions_loss: 0.3774 401/2425 [===>..........................] - ETA: 19:06 - loss: 628.2064 - logits_profile_predictions_loss: 621.7148 - logcount_predictions_loss: 0.3774 402/2425 [===>..........................] - ETA: 19:06 - loss: 628.1947 - logits_profile_predictions_loss: 621.7027 - logcount_predictions_loss: 0.3774 403/2425 [===>..........................] - ETA: 19:05 - loss: 628.1824 - logits_profile_predictions_loss: 621.6901 - logcount_predictions_loss: 0.3774 404/2425 [===>..........................] - ETA: 19:05 - loss: 628.1706 - logits_profile_predictions_loss: 621.6780 - logcount_predictions_loss: 0.3775 405/2425 [====>.........................] - ETA: 19:04 - loss: 628.1587 - logits_profile_predictions_loss: 621.6657 - logcount_predictions_loss: 0.3775 406/2425 [====>.........................] - ETA: 19:03 - loss: 628.1464 - logits_profile_predictions_loss: 621.6531 - logcount_predictions_loss: 0.3775 407/2425 [====>.........................] - ETA: 19:03 - loss: 628.1338 - logits_profile_predictions_loss: 621.6402 - logcount_predictions_loss: 0.3775 408/2425 [====>.........................] - ETA: 19:02 - loss: 628.1217 - logits_profile_predictions_loss: 621.6278 - logcount_predictions_loss: 0.3775 409/2425 [====>.........................] - ETA: 19:02 - loss: 628.1098 - logits_profile_predictions_loss: 621.6155 - logcount_predictions_loss: 0.3776 410/2425 [====>.........................] - ETA: 19:01 - loss: 628.0975 - logits_profile_predictions_loss: 621.6029 - logcount_predictions_loss: 0.3776 411/2425 [====>.........................] - ETA: 19:01 - loss: 628.0849 - logits_profile_predictions_loss: 621.5900 - logcount_predictions_loss: 0.3776 412/2425 [====>.........................] - ETA: 19:00 - loss: 628.0731 - logits_profile_predictions_loss: 621.5779 - logcount_predictions_loss: 0.3776 413/2425 [====>.........................] - ETA: 19:00 - loss: 628.0610 - logits_profile_predictions_loss: 621.5654 - logcount_predictions_loss: 0.3776 414/2425 [====>.........................] - ETA: 18:59 - loss: 628.0494 - logits_profile_predictions_loss: 621.5535 - logcount_predictions_loss: 0.3777 415/2425 [====>.........................] - ETA: 18:58 - loss: 628.0383 - logits_profile_predictions_loss: 621.5421 - logcount_predictions_loss: 0.3777 416/2425 [====>.........................] - ETA: 18:58 - loss: 628.0274 - logits_profile_predictions_loss: 621.5310 - logcount_predictions_loss: 0.3777 417/2425 [====>.........................] - ETA: 18:57 - loss: 628.0163 - logits_profile_predictions_loss: 621.5195 - logcount_predictions_loss: 0.3777 418/2425 [====>.........................] - ETA: 18:57 - loss: 628.0049 - logits_profile_predictions_loss: 621.5078 - logcount_predictions_loss: 0.3777 419/2425 [====>.........................] - ETA: 18:56 - loss: 627.9933 - logits_profile_predictions_loss: 621.4960 - logcount_predictions_loss: 0.3777 420/2425 [====>.........................] - ETA: 18:56 - loss: 627.9821 - logits_profile_predictions_loss: 621.4844 - logcount_predictions_loss: 0.3778 421/2425 [====>.........................] - ETA: 18:55 - loss: 627.9710 - logits_profile_predictions_loss: 621.4731 - logcount_predictions_loss: 0.3778 422/2425 [====>.........................] - ETA: 18:54 - loss: 627.9597 - logits_profile_predictions_loss: 621.4615 - logcount_predictions_loss: 0.3778 423/2425 [====>.........................] - ETA: 18:54 - loss: 627.9484 - logits_profile_predictions_loss: 621.4500 - logcount_predictions_loss: 0.3778 424/2425 [====>.........................] - ETA: 18:53 - loss: 627.9373 - logits_profile_predictions_loss: 621.4386 - logcount_predictions_loss: 0.3778 425/2425 [====>.........................] - ETA: 18:53 - loss: 627.9264 - logits_profile_predictions_loss: 621.4274 - logcount_predictions_loss: 0.3778 426/2425 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[============================>.] - ETA: 42s - loss: 622.5297 - logits_profile_predictions_loss: 616.0383 - logcount_predictions_loss: 0.3774 2351/2425 [============================>.] - ETA: 41s - loss: 622.5281 - logits_profile_predictions_loss: 616.0368 - logcount_predictions_loss: 0.3774 2352/2425 [============================>.] - ETA: 41s - loss: 622.5264 - logits_profile_predictions_loss: 616.0352 - logcount_predictions_loss: 0.3774 2353/2425 [============================>.] - ETA: 40s - loss: 622.5248 - logits_profile_predictions_loss: 616.0336 - logcount_predictions_loss: 0.3774 2354/2425 [============================>.] - ETA: 40s - loss: 622.5232 - logits_profile_predictions_loss: 616.0321 - logcount_predictions_loss: 0.3774 2355/2425 [============================>.] - ETA: 39s - loss: 622.5216 - logits_profile_predictions_loss: 616.0305 - logcount_predictions_loss: 0.3774 2356/2425 [============================>.] - ETA: 39s - loss: 622.5200 - 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[============================>.] - ETA: 35s - loss: 622.5089 - logits_profile_predictions_loss: 616.0182 - logcount_predictions_loss: 0.3774 2364/2425 [============================>.] - ETA: 34s - loss: 622.5073 - logits_profile_predictions_loss: 616.0166 - logcount_predictions_loss: 0.3774 2365/2425 [============================>.] - ETA: 33s - loss: 622.5057 - logits_profile_predictions_loss: 616.0150 - logcount_predictions_loss: 0.3774 2366/2425 [============================>.] - ETA: 33s - loss: 622.5041 - logits_profile_predictions_loss: 616.0135 - logcount_predictions_loss: 0.3774 2367/2425 [============================>.] - ETA: 32s - loss: 622.5024 - logits_profile_predictions_loss: 616.0119 - logcount_predictions_loss: 0.3774 2368/2425 [============================>.] - ETA: 32s - loss: 622.5008 - logits_profile_predictions_loss: 616.0104 - logcount_predictions_loss: 0.3774 2369/2425 [============================>.] - ETA: 31s - loss: 622.4993 - 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[============================>.] - ETA: 27s - loss: 622.4881 - logits_profile_predictions_loss: 615.9980 - logcount_predictions_loss: 0.3773 2377/2425 [============================>.] - ETA: 27s - loss: 622.4865 - logits_profile_predictions_loss: 615.9965 - logcount_predictions_loss: 0.3773 2378/2425 [============================>.] - ETA: 26s - loss: 622.4849 - logits_profile_predictions_loss: 615.9949 - logcount_predictions_loss: 0.3773 2379/2425 [============================>.] - ETA: 26s - loss: 622.4833 - logits_profile_predictions_loss: 615.9934 - logcount_predictions_loss: 0.3773 2380/2425 [============================>.] - ETA: 25s - loss: 622.4817 - logits_profile_predictions_loss: 615.9918 - logcount_predictions_loss: 0.3773 2381/2425 [============================>.] - ETA: 24s - loss: 622.4801 - logits_profile_predictions_loss: 615.9902 - logcount_predictions_loss: 0.3773 2382/2425 [============================>.] - ETA: 24s - loss: 622.4785 - 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[============================>.] - ETA: 20s - loss: 622.4673 - logits_profile_predictions_loss: 615.9778 - logcount_predictions_loss: 0.3773 2390/2425 [============================>.] - ETA: 19s - loss: 622.4657 - logits_profile_predictions_loss: 615.9762 - logcount_predictions_loss: 0.3773 2391/2425 [============================>.] - ETA: 19s - loss: 622.4641 - logits_profile_predictions_loss: 615.9747 - logcount_predictions_loss: 0.3773 2392/2425 [============================>.] - ETA: 18s - loss: 622.4625 - logits_profile_predictions_loss: 615.9731 - logcount_predictions_loss: 0.3773 2393/2425 [============================>.] - ETA: 18s - loss: 622.4609 - logits_profile_predictions_loss: 615.9716 - logcount_predictions_loss: 0.3773 2394/2425 [============================>.] - ETA: 17s - loss: 622.4593 - logits_profile_predictions_loss: 615.9700 - logcount_predictions_loss: 0.3773 2395/2425 [============================>.] - ETA: 16s - loss: 622.4577 - 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[============================>.] - ETA: 13s - loss: 622.4467 - logits_profile_predictions_loss: 615.9578 - logcount_predictions_loss: 0.3773 2403/2425 [============================>.] - ETA: 12s - loss: 622.4452 - logits_profile_predictions_loss: 615.9563 - logcount_predictions_loss: 0.3773 2404/2425 [============================>.] - ETA: 11s - loss: 622.4436 - logits_profile_predictions_loss: 615.9548 - logcount_predictions_loss: 0.3773 2405/2425 [============================>.] - ETA: 11s - loss: 622.4421 - logits_profile_predictions_loss: 615.9533 - logcount_predictions_loss: 0.3773 2406/2425 [============================>.] - ETA: 10s - loss: 622.4406 - logits_profile_predictions_loss: 615.9519 - logcount_predictions_loss: 0.3773 2407/2425 [============================>.] - ETA: 10s - loss: 622.4390 - logits_profile_predictions_loss: 615.9504 - logcount_predictions_loss: 0.3773 2408/2425 [============================>.] - ETA: 9s - loss: 622.4375 - logits_profile_predictions_loss: 615.9489 - logcount_predictions_loss: 0.3773  2409/2425 [============================>.] - ETA: 9s - loss: 622.4360 - logits_profile_predictions_loss: 615.9474 - logcount_predictions_loss: 0.3773 2410/2425 [============================>.] - ETA: 8s - loss: 622.4344 - logits_profile_predictions_loss: 615.9459 - logcount_predictions_loss: 0.3773 2411/2425 [============================>.] - ETA: 7s - loss: 622.4328 - logits_profile_predictions_loss: 615.9443 - logcount_predictions_loss: 0.3772 2412/2425 [============================>.] - ETA: 7s - loss: 622.4312 - logits_profile_predictions_loss: 615.9428 - logcount_predictions_loss: 0.3772 2413/2425 [============================>.] - ETA: 6s - loss: 622.4296 - logits_profile_predictions_loss: 615.9412 - logcount_predictions_loss: 0.3772 2414/2425 [============================>.] - ETA: 6s - loss: 622.4280 - logits_profile_predictions_loss: 615.9397 - logcount_predictions_loss: 0.3772 2415/2425 [============================>.] - ETA: 5s - loss: 622.4264 - logits_profile_predictions_loss: 615.9381 - logcount_predictions_loss: 0.3772 2416/2425 [============================>.] - ETA: 5s - loss: 622.4248 - logits_profile_predictions_loss: 615.9366 - logcount_predictions_loss: 0.3772 2417/2425 [============================>.] - ETA: 4s - loss: 622.4232 - logits_profile_predictions_loss: 615.9350 - logcount_predictions_loss: 0.3772 2418/2425 [============================>.] - ETA: 3s - loss: 622.4216 - logits_profile_predictions_loss: 615.9335 - logcount_predictions_loss: 0.3772 2419/2425 [============================>.] - ETA: 3s - loss: 622.4201 - logits_profile_predictions_loss: 615.9319 - logcount_predictions_loss: 0.3772 2420/2425 [============================>.] - ETA: 2s - loss: 622.4185 - logits_profile_predictions_loss: 615.9304 - logcount_predictions_loss: 0.3772 2421/2425 [============================>.] - ETA: 2s - loss: 622.4169 - logits_profile_predictions_loss: 615.9289 - logcount_predictions_loss: 0.3772 2422/2425 [============================>.] - ETA: 1s - loss: 622.4153 - logits_profile_predictions_loss: 615.9273 - logcount_predictions_loss: 0.3772 2423/2425 [============================>.] - ETA: 1s - loss: 622.4137 - logits_profile_predictions_loss: 615.9258 - logcount_predictions_loss: 0.3772 2424/2425 [============================>.] - ETA: 0s - loss: 622.4121 - logits_profile_predictions_loss: 615.9243 - logcount_predictions_loss: 0.3772 2425/2425 [==============================] - ETA: 0s - loss: 622.4105 - logits_profile_predictions_loss: 615.9227 - logcount_predictions_loss: 0.3772 2425/2425 [==============================] - 1427s 588ms/step - loss: 622.4089 - logits_profile_predictions_loss: 615.9211 - logcount_predictions_loss: 0.3772 - val_loss: 590.5587 - val_logits_profile_predictions_loss: 584.3789 - val_logcount_predictions_loss: 0.3593 Epoch 00002: val_loss improved from 598.63586 to 590.55872, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 3/50 1/2425 [..............................] - ETA: 23:49 - loss: 650.0974 - logits_profile_predictions_loss: 645.0916 - logcount_predictions_loss: 0.2910 2/2425 [..............................] - ETA: 22:53 - loss: 644.6035 - logits_profile_predictions_loss: 639.6541 - logcount_predictions_loss: 0.2878 3/2425 [..............................] - ETA: 22:53 - loss: 642.1244 - logits_profile_predictions_loss: 637.1621 - logcount_predictions_loss: 0.2885 4/2425 [..............................] - ETA: 22:52 - loss: 638.5630 - logits_profile_predictions_loss: 633.6004 - logcount_predictions_loss: 0.2885 5/2425 [..............................] - ETA: 22:52 - loss: 634.1512 - logits_profile_predictions_loss: 629.1365 - logcount_predictions_loss: 0.2916 6/2425 [..............................] - ETA: 22:51 - loss: 632.6615 - logits_profile_predictions_loss: 627.5345 - logcount_predictions_loss: 0.2981 7/2425 [..............................] - ETA: 22:50 - loss: 633.3144 - logits_profile_predictions_loss: 628.1364 - logcount_predictions_loss: 0.3010 8/2425 [..............................] - ETA: 22:50 - loss: 635.1391 - logits_profile_predictions_loss: 629.9235 - logcount_predictions_loss: 0.3032 9/2425 [..............................] - ETA: 22:49 - loss: 635.9801 - logits_profile_predictions_loss: 630.7328 - logcount_predictions_loss: 0.3051 10/2425 [..............................] - ETA: 22:48 - loss: 637.2079 - logits_profile_predictions_loss: 631.9091 - logcount_predictions_loss: 0.3081 11/2425 [..............................] - ETA: 22:48 - loss: 637.9018 - logits_profile_predictions_loss: 632.5740 - logcount_predictions_loss: 0.3098 12/2425 [..............................] - ETA: 22:47 - loss: 637.4969 - logits_profile_predictions_loss: 632.1350 - logcount_predictions_loss: 0.3117 13/2425 [..............................] - ETA: 22:47 - loss: 636.5542 - logits_profile_predictions_loss: 631.1357 - logcount_predictions_loss: 0.3150 14/2425 [..............................] - ETA: 22:46 - loss: 635.6964 - logits_profile_predictions_loss: 630.2251 - logcount_predictions_loss: 0.3181 15/2425 [..............................] - ETA: 22:45 - loss: 634.8246 - logits_profile_predictions_loss: 629.3139 - logcount_predictions_loss: 0.3204 16/2425 [..............................] - ETA: 22:45 - loss: 633.9983 - logits_profile_predictions_loss: 628.4577 - logcount_predictions_loss: 0.3221 17/2425 [..............................] - ETA: 22:44 - loss: 633.0001 - logits_profile_predictions_loss: 627.4340 - logcount_predictions_loss: 0.3236 18/2425 [..............................] - ETA: 22:44 - loss: 632.3816 - logits_profile_predictions_loss: 626.7960 - logcount_predictions_loss: 0.3247 19/2425 [..............................] - ETA: 22:43 - loss: 631.6659 - logits_profile_predictions_loss: 626.0633 - logcount_predictions_loss: 0.3257 20/2425 [..............................] - ETA: 22:43 - loss: 630.8391 - logits_profile_predictions_loss: 625.2165 - logcount_predictions_loss: 0.3269 21/2425 [..............................] - ETA: 22:42 - loss: 629.9258 - logits_profile_predictions_loss: 624.2904 - logcount_predictions_loss: 0.3276 22/2425 [..............................] - ETA: 22:42 - loss: 629.3273 - logits_profile_predictions_loss: 623.6802 - logcount_predictions_loss: 0.3283 23/2425 [..............................] - ETA: 22:41 - loss: 628.9772 - logits_profile_predictions_loss: 623.3124 - logcount_predictions_loss: 0.3294 24/2425 [..............................] - ETA: 22:41 - loss: 628.5777 - logits_profile_predictions_loss: 622.9006 - logcount_predictions_loss: 0.3301 25/2425 [..............................] - ETA: 22:40 - loss: 628.1499 - logits_profile_predictions_loss: 622.4635 - logcount_predictions_loss: 0.3306 26/2425 [..............................] - ETA: 22:39 - loss: 627.7967 - logits_profile_predictions_loss: 622.0997 - logcount_predictions_loss: 0.3312 27/2425 [..............................] - ETA: 22:39 - loss: 627.5394 - logits_profile_predictions_loss: 621.8341 - logcount_predictions_loss: 0.3317 28/2425 [..............................] - ETA: 22:38 - loss: 627.2806 - logits_profile_predictions_loss: 621.5676 - logcount_predictions_loss: 0.3322 29/2425 [..............................] - ETA: 22:38 - loss: 627.1120 - logits_profile_predictions_loss: 621.3884 - logcount_predictions_loss: 0.3328 30/2425 [..............................] - ETA: 22:37 - loss: 626.9704 - logits_profile_predictions_loss: 621.2385 - logcount_predictions_loss: 0.3333 31/2425 [..............................] - ETA: 22:37 - loss: 626.8507 - logits_profile_predictions_loss: 621.1097 - logcount_predictions_loss: 0.3338 32/2425 [..............................] - ETA: 22:36 - loss: 626.7044 - logits_profile_predictions_loss: 620.9559 - logcount_predictions_loss: 0.3342 33/2425 [..............................] - ETA: 22:35 - loss: 626.6501 - logits_profile_predictions_loss: 620.8957 - logcount_predictions_loss: 0.3346 34/2425 [..............................] - ETA: 22:35 - loss: 626.5875 - logits_profile_predictions_loss: 620.8270 - logcount_predictions_loss: 0.3349 35/2425 [..............................] - ETA: 22:34 - loss: 626.4825 - logits_profile_predictions_loss: 620.7172 - logcount_predictions_loss: 0.3352 36/2425 [..............................] - ETA: 22:34 - loss: 626.4244 - logits_profile_predictions_loss: 620.6542 - logcount_predictions_loss: 0.3355 37/2425 [..............................] - ETA: 22:33 - loss: 626.3765 - logits_profile_predictions_loss: 620.6010 - logcount_predictions_loss: 0.3358 38/2425 [..............................] - ETA: 22:33 - loss: 626.2903 - logits_profile_predictions_loss: 620.5095 - logcount_predictions_loss: 0.3361 39/2425 [..............................] - ETA: 22:32 - loss: 626.2193 - logits_profile_predictions_loss: 620.4337 - logcount_predictions_loss: 0.3364 40/2425 [..............................] - ETA: 22:32 - loss: 626.1211 - logits_profile_predictions_loss: 620.3315 - logcount_predictions_loss: 0.3366 41/2425 [..............................] - ETA: 22:31 - loss: 625.9923 - logits_profile_predictions_loss: 620.1989 - logcount_predictions_loss: 0.3368 42/2425 [..............................] - ETA: 22:30 - loss: 625.8789 - logits_profile_predictions_loss: 620.0815 - logcount_predictions_loss: 0.3371 43/2425 [..............................] - ETA: 22:30 - loss: 625.7594 - logits_profile_predictions_loss: 619.9558 - logcount_predictions_loss: 0.3374 44/2425 [..............................] - ETA: 22:29 - loss: 625.7020 - logits_profile_predictions_loss: 619.8921 - logcount_predictions_loss: 0.3378 45/2425 [..............................] - ETA: 22:29 - loss: 625.6619 - logits_profile_predictions_loss: 619.8458 - logcount_predictions_loss: 0.3381 46/2425 [..............................] - ETA: 22:28 - loss: 625.6113 - logits_profile_predictions_loss: 619.7888 - logcount_predictions_loss: 0.3385 47/2425 [..............................] - ETA: 22:28 - loss: 625.6132 - logits_profile_predictions_loss: 619.7845 - logcount_predictions_loss: 0.3389 48/2425 [..............................] - ETA: 22:27 - loss: 625.6196 - logits_profile_predictions_loss: 619.7844 - logcount_predictions_loss: 0.3393 49/2425 [..............................] - ETA: 22:26 - loss: 625.6277 - logits_profile_predictions_loss: 619.7868 - logcount_predictions_loss: 0.3396 50/2425 [..............................] - ETA: 22:26 - loss: 625.6197 - logits_profile_predictions_loss: 619.7735 - logcount_predictions_loss: 0.3399 51/2425 [..............................] - ETA: 22:25 - loss: 625.6193 - logits_profile_predictions_loss: 619.7672 - logcount_predictions_loss: 0.3402 52/2425 [..............................] - ETA: 22:25 - loss: 625.6222 - 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[============================>.] - ETA: 14s - loss: 614.2065 - logits_profile_predictions_loss: 608.3406 - logcount_predictions_loss: 0.3411 2400/2425 [============================>.] - ETA: 14s - loss: 614.2055 - logits_profile_predictions_loss: 608.3397 - logcount_predictions_loss: 0.3411 2401/2425 [============================>.] - ETA: 13s - loss: 614.2045 - logits_profile_predictions_loss: 608.3387 - logcount_predictions_loss: 0.3411 2402/2425 [============================>.] - ETA: 13s - loss: 614.2035 - logits_profile_predictions_loss: 608.3378 - logcount_predictions_loss: 0.3411 2403/2425 [============================>.] - ETA: 12s - loss: 614.2025 - logits_profile_predictions_loss: 608.3368 - logcount_predictions_loss: 0.3411 2404/2425 [============================>.] - ETA: 11s - loss: 614.2015 - logits_profile_predictions_loss: 608.3358 - logcount_predictions_loss: 0.3411 2405/2425 [============================>.] - ETA: 11s - loss: 614.2005 - logits_profile_predictions_loss: 608.3349 - logcount_predictions_loss: 0.3411 2406/2425 [============================>.] - ETA: 10s - loss: 614.1995 - logits_profile_predictions_loss: 608.3339 - logcount_predictions_loss: 0.3411 2407/2425 [============================>.] - ETA: 10s - loss: 614.1985 - logits_profile_predictions_loss: 608.3330 - logcount_predictions_loss: 0.3411 2408/2425 [============================>.] - ETA: 9s - loss: 614.1975 - logits_profile_predictions_loss: 608.3320 - logcount_predictions_loss: 0.3410  2409/2425 [============================>.] - ETA: 9s - loss: 614.1965 - logits_profile_predictions_loss: 608.3311 - logcount_predictions_loss: 0.3410 2410/2425 [============================>.] - ETA: 8s - loss: 614.1955 - logits_profile_predictions_loss: 608.3301 - logcount_predictions_loss: 0.3410 2411/2425 [============================>.] - ETA: 7s - loss: 614.1945 - logits_profile_predictions_loss: 608.3292 - logcount_predictions_loss: 0.3410 2412/2425 [============================>.] - ETA: 7s - loss: 614.1935 - logits_profile_predictions_loss: 608.3282 - logcount_predictions_loss: 0.3410 2413/2425 [============================>.] - ETA: 6s - loss: 614.1925 - logits_profile_predictions_loss: 608.3273 - logcount_predictions_loss: 0.3410 2414/2425 [============================>.] - ETA: 6s - loss: 614.1915 - logits_profile_predictions_loss: 608.3263 - logcount_predictions_loss: 0.3410 2415/2425 [============================>.] - ETA: 5s - loss: 614.1905 - logits_profile_predictions_loss: 608.3254 - logcount_predictions_loss: 0.3410 2416/2425 [============================>.] - ETA: 5s - loss: 614.1895 - logits_profile_predictions_loss: 608.3244 - logcount_predictions_loss: 0.3410 2417/2425 [============================>.] - ETA: 4s - loss: 614.1886 - logits_profile_predictions_loss: 608.3235 - logcount_predictions_loss: 0.3410 2418/2425 [============================>.] - ETA: 3s - loss: 614.1876 - logits_profile_predictions_loss: 608.3226 - logcount_predictions_loss: 0.3410 2419/2425 [============================>.] - ETA: 3s - loss: 614.1866 - logits_profile_predictions_loss: 608.3217 - logcount_predictions_loss: 0.3410 2420/2425 [============================>.] - ETA: 2s - loss: 614.1857 - logits_profile_predictions_loss: 608.3208 - logcount_predictions_loss: 0.3410 2421/2425 [============================>.] - ETA: 2s - loss: 614.1848 - logits_profile_predictions_loss: 608.3199 - logcount_predictions_loss: 0.3410 2422/2425 [============================>.] - ETA: 1s - loss: 614.1838 - logits_profile_predictions_loss: 608.3190 - logcount_predictions_loss: 0.3410 2423/2425 [============================>.] - ETA: 1s - loss: 614.1829 - logits_profile_predictions_loss: 608.3182 - logcount_predictions_loss: 0.3410 2424/2425 [============================>.] - ETA: 0s - loss: 614.1820 - logits_profile_predictions_loss: 608.3173 - logcount_predictions_loss: 0.3410 2425/2425 [==============================] - ETA: 0s - loss: 614.1810 - logits_profile_predictions_loss: 608.3164 - logcount_predictions_loss: 0.3410 2425/2425 [==============================] - 1428s 589ms/step - loss: 614.1801 - logits_profile_predictions_loss: 608.3155 - logcount_predictions_loss: 0.3410 - val_loss: 586.4388 - val_logits_profile_predictions_loss: 580.9384 - val_logcount_predictions_loss: 0.3198 Epoch 00003: val_loss improved from 590.55872 to 586.43884, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 4/50 1/2425 [..............................] - ETA: 23:39 - loss: 650.8892 - logits_profile_predictions_loss: 644.2285 - logcount_predictions_loss: 0.3873 2/2425 [..............................] - ETA: 22:53 - loss: 641.7162 - logits_profile_predictions_loss: 635.2600 - logcount_predictions_loss: 0.3754 3/2425 [..............................] - ETA: 22:52 - loss: 643.4569 - logits_profile_predictions_loss: 637.2319 - logcount_predictions_loss: 0.3619 4/2425 [..............................] - ETA: 22:51 - loss: 638.0762 - logits_profile_predictions_loss: 631.8651 - logcount_predictions_loss: 0.3611 5/2425 [..............................] - ETA: 22:51 - loss: 633.0009 - logits_profile_predictions_loss: 626.7428 - logcount_predictions_loss: 0.3638 6/2425 [..............................] - ETA: 22:51 - loss: 630.4084 - logits_profile_predictions_loss: 624.1736 - logcount_predictions_loss: 0.3625 7/2425 [..............................] - ETA: 22:50 - loss: 629.1978 - logits_profile_predictions_loss: 623.0243 - logcount_predictions_loss: 0.3589 8/2425 [..............................] - ETA: 22:49 - loss: 628.9770 - logits_profile_predictions_loss: 622.8295 - logcount_predictions_loss: 0.3574 9/2425 [..............................] - ETA: 22:49 - loss: 628.1857 - logits_profile_predictions_loss: 622.0672 - logcount_predictions_loss: 0.3557 10/2425 [..............................] - ETA: 22:48 - loss: 627.0740 - logits_profile_predictions_loss: 620.9178 - logcount_predictions_loss: 0.3579 11/2425 [..............................] - ETA: 22:48 - loss: 625.8886 - logits_profile_predictions_loss: 619.7101 - logcount_predictions_loss: 0.3592 12/2425 [..............................] - ETA: 22:47 - loss: 625.1186 - logits_profile_predictions_loss: 618.9241 - logcount_predictions_loss: 0.3601 13/2425 [..............................] - ETA: 22:47 - loss: 624.3799 - logits_profile_predictions_loss: 618.1450 - logcount_predictions_loss: 0.3625 14/2425 [..............................] - ETA: 22:46 - loss: 623.6104 - logits_profile_predictions_loss: 617.3469 - logcount_predictions_loss: 0.3642 15/2425 [..............................] - ETA: 22:46 - loss: 622.6784 - logits_profile_predictions_loss: 616.4018 - logcount_predictions_loss: 0.3649 16/2425 [..............................] - ETA: 22:45 - loss: 621.7168 - logits_profile_predictions_loss: 615.4356 - logcount_predictions_loss: 0.3652 17/2425 [..............................] - ETA: 22:45 - loss: 621.0575 - logits_profile_predictions_loss: 614.7732 - logcount_predictions_loss: 0.3654 18/2425 [..............................] - ETA: 22:44 - loss: 620.3322 - logits_profile_predictions_loss: 614.0510 - logcount_predictions_loss: 0.3652 19/2425 [..............................] - ETA: 22:43 - loss: 619.5722 - logits_profile_predictions_loss: 613.3002 - logcount_predictions_loss: 0.3646 20/2425 [..............................] - ETA: 22:43 - loss: 618.9853 - logits_profile_predictions_loss: 612.7190 - logcount_predictions_loss: 0.3643 21/2425 [..............................] - ETA: 22:42 - loss: 618.2087 - logits_profile_predictions_loss: 611.9496 - logcount_predictions_loss: 0.3639 22/2425 [..............................] - ETA: 22:42 - loss: 617.7681 - logits_profile_predictions_loss: 611.5145 - logcount_predictions_loss: 0.3636 23/2425 [..............................] - ETA: 22:41 - loss: 617.3896 - logits_profile_predictions_loss: 611.1439 - logcount_predictions_loss: 0.3631 24/2425 [..............................] - ETA: 22:40 - loss: 616.8776 - logits_profile_predictions_loss: 610.6396 - logcount_predictions_loss: 0.3627 25/2425 [..............................] - ETA: 22:40 - loss: 616.5660 - logits_profile_predictions_loss: 610.3334 - logcount_predictions_loss: 0.3624 26/2425 [..............................] - ETA: 22:39 - loss: 616.3039 - logits_profile_predictions_loss: 610.0797 - logcount_predictions_loss: 0.3619 27/2425 [..............................] - ETA: 22:39 - loss: 615.9778 - logits_profile_predictions_loss: 609.7617 - logcount_predictions_loss: 0.3614 28/2425 [..............................] - ETA: 22:38 - loss: 615.8619 - logits_profile_predictions_loss: 609.6508 - logcount_predictions_loss: 0.3611 29/2425 [..............................] - ETA: 22:38 - loss: 615.7041 - logits_profile_predictions_loss: 609.4992 - logcount_predictions_loss: 0.3607 30/2425 [..............................] - ETA: 22:37 - loss: 615.4949 - logits_profile_predictions_loss: 609.2969 - logcount_predictions_loss: 0.3603 31/2425 [..............................] - ETA: 22:36 - loss: 615.2304 - logits_profile_predictions_loss: 609.0409 - logcount_predictions_loss: 0.3599 32/2425 [..............................] - ETA: 22:36 - loss: 614.9530 - logits_profile_predictions_loss: 608.7717 - logcount_predictions_loss: 0.3594 33/2425 [..............................] - ETA: 22:35 - loss: 614.6098 - logits_profile_predictions_loss: 608.4343 - logcount_predictions_loss: 0.3590 34/2425 [..............................] - ETA: 22:35 - loss: 614.2407 - logits_profile_predictions_loss: 608.0707 - logcount_predictions_loss: 0.3587 35/2425 [..............................] - ETA: 22:34 - loss: 613.8357 - logits_profile_predictions_loss: 607.6711 - logcount_predictions_loss: 0.3584 36/2425 [..............................] - ETA: 22:34 - loss: 613.4066 - logits_profile_predictions_loss: 607.2475 - logcount_predictions_loss: 0.3581 37/2425 [..............................] - ETA: 22:33 - loss: 613.0977 - logits_profile_predictions_loss: 606.9419 - logcount_predictions_loss: 0.3579 38/2425 [..............................] - ETA: 22:33 - loss: 612.8199 - logits_profile_predictions_loss: 606.6675 - logcount_predictions_loss: 0.3577 39/2425 [..............................] - ETA: 22:32 - loss: 612.5605 - logits_profile_predictions_loss: 606.4122 - logcount_predictions_loss: 0.3575 40/2425 [..............................] - ETA: 22:31 - loss: 612.2508 - logits_profile_predictions_loss: 606.1047 - logcount_predictions_loss: 0.3573 41/2425 [..............................] - ETA: 22:31 - loss: 611.9664 - logits_profile_predictions_loss: 605.8226 - logcount_predictions_loss: 0.3572 42/2425 [..............................] - ETA: 22:30 - loss: 611.7650 - logits_profile_predictions_loss: 605.6233 - logcount_predictions_loss: 0.3571 43/2425 [..............................] - ETA: 22:30 - loss: 611.5376 - logits_profile_predictions_loss: 605.3982 - logcount_predictions_loss: 0.3569 44/2425 [..............................] - ETA: 22:29 - loss: 611.3688 - logits_profile_predictions_loss: 605.2310 - logcount_predictions_loss: 0.3568 45/2425 [..............................] - ETA: 22:29 - loss: 611.2588 - logits_profile_predictions_loss: 605.1229 - logcount_predictions_loss: 0.3567 46/2425 [..............................] - ETA: 22:28 - loss: 611.1515 - logits_profile_predictions_loss: 605.0170 - logcount_predictions_loss: 0.3567 47/2425 [..............................] - ETA: 22:27 - loss: 611.0415 - logits_profile_predictions_loss: 604.9088 - logcount_predictions_loss: 0.3566 48/2425 [..............................] - ETA: 22:27 - loss: 610.9535 - logits_profile_predictions_loss: 604.8226 - logcount_predictions_loss: 0.3564 49/2425 [..............................] - ETA: 22:26 - loss: 610.8993 - logits_profile_predictions_loss: 604.7707 - logcount_predictions_loss: 0.3563 50/2425 [..............................] - ETA: 22:26 - loss: 610.8457 - logits_profile_predictions_loss: 604.7198 - logcount_predictions_loss: 0.3562 51/2425 [..............................] - ETA: 22:25 - loss: 610.7842 - logits_profile_predictions_loss: 604.6608 - logcount_predictions_loss: 0.3560 52/2425 [..............................] - ETA: 22:25 - loss: 610.6953 - logits_profile_predictions_loss: 604.5752 - logcount_predictions_loss: 0.3558 53/2425 [..............................] - ETA: 22:24 - loss: 610.5813 - logits_profile_predictions_loss: 604.4646 - logcount_predictions_loss: 0.3556 54/2425 [..............................] - ETA: 22:23 - loss: 610.4473 - logits_profile_predictions_loss: 604.3340 - logcount_predictions_loss: 0.3554 55/2425 [..............................] - ETA: 22:23 - loss: 610.3330 - logits_profile_predictions_loss: 604.2231 - logcount_predictions_loss: 0.3552 56/2425 [..............................] - ETA: 22:22 - loss: 610.2229 - logits_profile_predictions_loss: 604.1161 - logcount_predictions_loss: 0.3550 57/2425 [..............................] - ETA: 22:22 - loss: 610.1040 - logits_profile_predictions_loss: 604.0008 - logcount_predictions_loss: 0.3548 58/2425 [..............................] - ETA: 22:21 - loss: 609.9915 - logits_profile_predictions_loss: 603.8913 - logcount_predictions_loss: 0.3547 59/2425 [..............................] - ETA: 22:21 - loss: 609.8689 - logits_profile_predictions_loss: 603.7722 - logcount_predictions_loss: 0.3545 60/2425 [..............................] - ETA: 22:20 - loss: 609.7684 - logits_profile_predictions_loss: 603.6746 - logcount_predictions_loss: 0.3543 61/2425 [..............................] - ETA: 22:19 - loss: 609.6829 - logits_profile_predictions_loss: 603.5921 - logcount_predictions_loss: 0.3541 62/2425 [..............................] - ETA: 22:19 - loss: 609.5928 - 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[..............................] - ETA: 22:15 - loss: 609.1659 - logits_profile_predictions_loss: 603.0961 - logcount_predictions_loss: 0.3529 70/2425 [..............................] - ETA: 22:14 - loss: 609.1128 - logits_profile_predictions_loss: 603.0458 - logcount_predictions_loss: 0.3527 71/2425 [..............................] - ETA: 22:14 - loss: 609.0813 - logits_profile_predictions_loss: 603.0175 - logcount_predictions_loss: 0.3525 72/2425 [..............................] - ETA: 22:13 - loss: 609.0430 - logits_profile_predictions_loss: 602.9824 - logcount_predictions_loss: 0.3524 73/2425 [..............................] - ETA: 22:13 - loss: 609.0194 - logits_profile_predictions_loss: 602.9619 - logcount_predictions_loss: 0.3522 74/2425 [..............................] - ETA: 22:12 - loss: 608.9984 - logits_profile_predictions_loss: 602.9441 - logcount_predictions_loss: 0.3520 75/2425 [..............................] - ETA: 22:12 - loss: 608.9741 - 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[>.............................] - ETA: 22:08 - loss: 608.9442 - logits_profile_predictions_loss: 602.9186 - logcount_predictions_loss: 0.3503 83/2425 [>.............................] - ETA: 22:07 - loss: 608.9400 - logits_profile_predictions_loss: 602.9179 - logcount_predictions_loss: 0.3501 84/2425 [>.............................] - ETA: 22:06 - loss: 608.9607 - logits_profile_predictions_loss: 602.9421 - logcount_predictions_loss: 0.3499 85/2425 [>.............................] - ETA: 22:06 - loss: 608.9640 - logits_profile_predictions_loss: 602.9486 - logcount_predictions_loss: 0.3497 86/2425 [>.............................] - ETA: 22:05 - loss: 608.9643 - logits_profile_predictions_loss: 602.9520 - logcount_predictions_loss: 0.3496 87/2425 [>.............................] - ETA: 22:05 - loss: 608.9725 - logits_profile_predictions_loss: 602.9630 - logcount_predictions_loss: 0.3494 88/2425 [>.............................] - ETA: 22:04 - loss: 608.9787 - 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[>.............................] - ETA: 22:00 - loss: 609.0567 - logits_profile_predictions_loss: 603.0709 - logcount_predictions_loss: 0.3480 96/2425 [>.............................] - ETA: 22:00 - loss: 609.0786 - logits_profile_predictions_loss: 603.0960 - logcount_predictions_loss: 0.3478 97/2425 [>.............................] - ETA: 21:59 - loss: 609.1069 - logits_profile_predictions_loss: 603.1274 - logcount_predictions_loss: 0.3476 98/2425 [>.............................] - ETA: 21:59 - loss: 609.1513 - logits_profile_predictions_loss: 603.1749 - logcount_predictions_loss: 0.3475 99/2425 [>.............................] - ETA: 21:58 - loss: 609.1994 - logits_profile_predictions_loss: 603.2259 - logcount_predictions_loss: 0.3473 100/2425 [>.............................] - ETA: 21:58 - loss: 609.2533 - logits_profile_predictions_loss: 603.2828 - logcount_predictions_loss: 0.3471 101/2425 [>.............................] - ETA: 21:57 - loss: 609.2993 - logits_profile_predictions_loss: 603.3319 - logcount_predictions_loss: 0.3469 102/2425 [>.............................] - ETA: 21:56 - loss: 609.3346 - logits_profile_predictions_loss: 603.3702 - logcount_predictions_loss: 0.3468 103/2425 [>.............................] - ETA: 21:56 - loss: 609.3604 - logits_profile_predictions_loss: 603.3989 - logcount_predictions_loss: 0.3466 104/2425 [>.............................] - ETA: 21:55 - loss: 609.3867 - logits_profile_predictions_loss: 603.4283 - logcount_predictions_loss: 0.3464 105/2425 [>.............................] - ETA: 21:55 - loss: 609.4108 - logits_profile_predictions_loss: 603.4554 - logcount_predictions_loss: 0.3462 106/2425 [>.............................] - ETA: 21:54 - loss: 609.4413 - logits_profile_predictions_loss: 603.4890 - logcount_predictions_loss: 0.3461 107/2425 [>.............................] - ETA: 21:54 - loss: 609.4682 - logits_profile_predictions_loss: 603.5191 - logcount_predictions_loss: 0.3459 108/2425 [>.............................] - ETA: 21:53 - loss: 609.4967 - logits_profile_predictions_loss: 603.5508 - logcount_predictions_loss: 0.3457 109/2425 [>.............................] - ETA: 21:52 - loss: 609.5238 - logits_profile_predictions_loss: 603.5810 - logcount_predictions_loss: 0.3455 110/2425 [>.............................] - ETA: 21:52 - loss: 609.5557 - logits_profile_predictions_loss: 603.6159 - logcount_predictions_loss: 0.3453 111/2425 [>.............................] - ETA: 21:51 - loss: 609.5844 - logits_profile_predictions_loss: 603.6477 - logcount_predictions_loss: 0.3452 112/2425 [>.............................] - ETA: 21:51 - loss: 609.6109 - logits_profile_predictions_loss: 603.6772 - logcount_predictions_loss: 0.3450 113/2425 [>.............................] - ETA: 21:50 - loss: 609.6378 - logits_profile_predictions_loss: 603.7070 - logcount_predictions_loss: 0.3448 114/2425 [>.............................] - ETA: 21:50 - loss: 609.6676 - logits_profile_predictions_loss: 603.7397 - logcount_predictions_loss: 0.3446 115/2425 [>.............................] - ETA: 21:49 - loss: 609.6956 - logits_profile_predictions_loss: 603.7705 - logcount_predictions_loss: 0.3445 116/2425 [>.............................] - ETA: 21:48 - loss: 609.7206 - logits_profile_predictions_loss: 603.7985 - logcount_predictions_loss: 0.3443 117/2425 [>.............................] - ETA: 21:48 - loss: 609.7385 - logits_profile_predictions_loss: 603.8193 - logcount_predictions_loss: 0.3441 118/2425 [>.............................] - ETA: 21:47 - loss: 609.7570 - logits_profile_predictions_loss: 603.8406 - logcount_predictions_loss: 0.3440 119/2425 [>.............................] - ETA: 21:47 - loss: 609.7721 - logits_profile_predictions_loss: 603.8583 - logcount_predictions_loss: 0.3438 120/2425 [>.............................] - ETA: 21:46 - loss: 609.7871 - logits_profile_predictions_loss: 603.8760 - logcount_predictions_loss: 0.3437 121/2425 [>.............................] - ETA: 21:46 - loss: 609.8043 - logits_profile_predictions_loss: 603.8960 - logcount_predictions_loss: 0.3435 122/2425 [>.............................] - ETA: 21:45 - loss: 609.8162 - logits_profile_predictions_loss: 603.9108 - logcount_predictions_loss: 0.3433 123/2425 [>.............................] - ETA: 21:44 - loss: 609.8303 - logits_profile_predictions_loss: 603.9276 - logcount_predictions_loss: 0.3432 124/2425 [>.............................] - ETA: 21:44 - loss: 609.8477 - logits_profile_predictions_loss: 603.9477 - logcount_predictions_loss: 0.3430 125/2425 [>.............................] - ETA: 21:43 - loss: 609.8705 - logits_profile_predictions_loss: 603.9731 - logcount_predictions_loss: 0.3429 126/2425 [>.............................] - ETA: 21:43 - loss: 609.8841 - logits_profile_predictions_loss: 603.9893 - logcount_predictions_loss: 0.3427 127/2425 [>.............................] - ETA: 21:42 - loss: 609.8972 - logits_profile_predictions_loss: 604.0046 - logcount_predictions_loss: 0.3426 128/2425 [>.............................] - ETA: 21:42 - loss: 609.9110 - logits_profile_predictions_loss: 604.0206 - logcount_predictions_loss: 0.3425 129/2425 [>.............................] - ETA: 21:41 - loss: 609.9225 - logits_profile_predictions_loss: 604.0342 - logcount_predictions_loss: 0.3423 130/2425 [>.............................] - ETA: 21:41 - loss: 609.9352 - logits_profile_predictions_loss: 604.0491 - logcount_predictions_loss: 0.3422 131/2425 [>.............................] - ETA: 21:40 - loss: 609.9474 - logits_profile_predictions_loss: 604.0633 - logcount_predictions_loss: 0.3421 132/2425 [>.............................] - ETA: 21:39 - loss: 609.9555 - logits_profile_predictions_loss: 604.0734 - logcount_predictions_loss: 0.3420 133/2425 [>.............................] - ETA: 21:39 - loss: 609.9643 - logits_profile_predictions_loss: 604.0841 - logcount_predictions_loss: 0.3419 134/2425 [>.............................] - ETA: 21:38 - loss: 609.9703 - logits_profile_predictions_loss: 604.0920 - logcount_predictions_loss: 0.3418 135/2425 [>.............................] - ETA: 21:38 - loss: 609.9782 - logits_profile_predictions_loss: 604.1019 - logcount_predictions_loss: 0.3416 136/2425 [>.............................] - ETA: 21:37 - loss: 609.9790 - logits_profile_predictions_loss: 604.1047 - logcount_predictions_loss: 0.3415 137/2425 [>.............................] - ETA: 21:37 - loss: 609.9837 - logits_profile_predictions_loss: 604.1116 - logcount_predictions_loss: 0.3414 138/2425 [>.............................] - ETA: 21:36 - loss: 609.9828 - logits_profile_predictions_loss: 604.1128 - logcount_predictions_loss: 0.3413 139/2425 [>.............................] - ETA: 21:35 - loss: 609.9795 - logits_profile_predictions_loss: 604.1117 - logcount_predictions_loss: 0.3411 140/2425 [>.............................] - ETA: 21:35 - loss: 609.9769 - 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[>.............................] - ETA: 21:31 - loss: 609.9407 - logits_profile_predictions_loss: 604.0886 - logcount_predictions_loss: 0.3402 148/2425 [>.............................] - ETA: 21:31 - loss: 609.9318 - logits_profile_predictions_loss: 604.0813 - logcount_predictions_loss: 0.3401 149/2425 [>.............................] - ETA: 21:30 - loss: 609.9259 - logits_profile_predictions_loss: 604.0767 - logcount_predictions_loss: 0.3401 150/2425 [>.............................] - ETA: 21:30 - loss: 609.9171 - logits_profile_predictions_loss: 604.0693 - logcount_predictions_loss: 0.3400 151/2425 [>.............................] - ETA: 21:29 - loss: 609.9088 - logits_profile_predictions_loss: 604.0622 - logcount_predictions_loss: 0.3399 152/2425 [>.............................] - ETA: 21:28 - loss: 609.9028 - logits_profile_predictions_loss: 604.0576 - logcount_predictions_loss: 0.3398 153/2425 [>.............................] - ETA: 21:28 - loss: 609.8937 - logits_profile_predictions_loss: 604.0499 - logcount_predictions_loss: 0.3398 154/2425 [>.............................] - ETA: 21:27 - loss: 609.8835 - logits_profile_predictions_loss: 604.0410 - logcount_predictions_loss: 0.3397 155/2425 [>.............................] - ETA: 21:27 - loss: 609.8757 - logits_profile_predictions_loss: 604.0345 - logcount_predictions_loss: 0.3396 156/2425 [>.............................] - ETA: 21:26 - loss: 609.8679 - logits_profile_predictions_loss: 604.0281 - logcount_predictions_loss: 0.3395 157/2425 [>.............................] - ETA: 21:26 - loss: 609.8586 - logits_profile_predictions_loss: 604.0202 - logcount_predictions_loss: 0.3394 158/2425 [>.............................] - ETA: 21:25 - loss: 609.8535 - logits_profile_predictions_loss: 604.0165 - logcount_predictions_loss: 0.3394 159/2425 [>.............................] - ETA: 21:24 - loss: 609.8472 - logits_profile_predictions_loss: 604.0117 - logcount_predictions_loss: 0.3393 160/2425 [>.............................] - ETA: 21:24 - loss: 609.8417 - logits_profile_predictions_loss: 604.0074 - logcount_predictions_loss: 0.3392 161/2425 [>.............................] - ETA: 21:23 - loss: 609.8344 - logits_profile_predictions_loss: 604.0013 - logcount_predictions_loss: 0.3391 162/2425 [=>............................] - ETA: 21:23 - loss: 609.8298 - logits_profile_predictions_loss: 603.9980 - logcount_predictions_loss: 0.3391 163/2425 [=>............................] - ETA: 21:22 - loss: 609.8225 - logits_profile_predictions_loss: 603.9918 - logcount_predictions_loss: 0.3390 164/2425 [=>............................] - ETA: 21:22 - loss: 609.8194 - logits_profile_predictions_loss: 603.9898 - logcount_predictions_loss: 0.3389 165/2425 [=>............................] - ETA: 21:21 - loss: 609.8163 - logits_profile_predictions_loss: 603.9878 - logcount_predictions_loss: 0.3389 166/2425 [=>............................] - ETA: 21:20 - loss: 609.8144 - logits_profile_predictions_loss: 603.9870 - logcount_predictions_loss: 0.3388 167/2425 [=>............................] - ETA: 21:20 - loss: 609.8103 - logits_profile_predictions_loss: 603.9841 - logcount_predictions_loss: 0.3387 168/2425 [=>............................] - ETA: 21:19 - loss: 609.8064 - logits_profile_predictions_loss: 603.9813 - logcount_predictions_loss: 0.3387 169/2425 [=>............................] - ETA: 21:19 - loss: 609.8003 - logits_profile_predictions_loss: 603.9763 - logcount_predictions_loss: 0.3386 170/2425 [=>............................] - ETA: 21:18 - loss: 609.7947 - logits_profile_predictions_loss: 603.9718 - logcount_predictions_loss: 0.3385 171/2425 [=>............................] - ETA: 21:18 - loss: 609.7897 - logits_profile_predictions_loss: 603.9680 - logcount_predictions_loss: 0.3385 172/2425 [=>............................] - ETA: 21:17 - loss: 609.7824 - logits_profile_predictions_loss: 603.9620 - logcount_predictions_loss: 0.3384 173/2425 [=>............................] - ETA: 21:16 - loss: 609.7740 - logits_profile_predictions_loss: 603.9548 - logcount_predictions_loss: 0.3383 174/2425 [=>............................] - ETA: 21:16 - loss: 609.7638 - logits_profile_predictions_loss: 603.9459 - logcount_predictions_loss: 0.3382 175/2425 [=>............................] - ETA: 21:15 - loss: 609.7503 - logits_profile_predictions_loss: 603.9337 - logcount_predictions_loss: 0.3382 176/2425 [=>............................] - ETA: 21:15 - loss: 609.7392 - logits_profile_predictions_loss: 603.9239 - logcount_predictions_loss: 0.3381 177/2425 [=>............................] - ETA: 21:14 - loss: 609.7296 - logits_profile_predictions_loss: 603.9156 - logcount_predictions_loss: 0.3380 178/2425 [=>............................] - ETA: 21:14 - loss: 609.7201 - logits_profile_predictions_loss: 603.9075 - logcount_predictions_loss: 0.3379 179/2425 [=>............................] - ETA: 21:13 - loss: 609.7096 - 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[=>............................] - ETA: 21:09 - loss: 609.6326 - logits_profile_predictions_loss: 603.8303 - logcount_predictions_loss: 0.3373 187/2425 [=>............................] - ETA: 21:09 - loss: 609.6256 - logits_profile_predictions_loss: 603.8245 - logcount_predictions_loss: 0.3373 188/2425 [=>............................] - ETA: 21:08 - loss: 609.6184 - logits_profile_predictions_loss: 603.8186 - logcount_predictions_loss: 0.3372 189/2425 [=>............................] - ETA: 21:07 - loss: 609.6128 - logits_profile_predictions_loss: 603.8143 - logcount_predictions_loss: 0.3371 190/2425 [=>............................] - ETA: 21:07 - loss: 609.6052 - logits_profile_predictions_loss: 603.8080 - logcount_predictions_loss: 0.3370 191/2425 [=>............................] - ETA: 21:06 - loss: 609.5985 - logits_profile_predictions_loss: 603.8026 - logcount_predictions_loss: 0.3370 192/2425 [=>............................] - ETA: 21:06 - loss: 609.5924 - 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[=>............................] - ETA: 20:54 - loss: 609.4935 - logits_profile_predictions_loss: 603.7237 - logcount_predictions_loss: 0.3354 213/2425 [=>............................] - ETA: 20:54 - loss: 609.4906 - logits_profile_predictions_loss: 603.7220 - logcount_predictions_loss: 0.3354 214/2425 [=>............................] - ETA: 20:53 - loss: 609.4891 - logits_profile_predictions_loss: 603.7215 - logcount_predictions_loss: 0.3353 215/2425 [=>............................] - ETA: 20:53 - loss: 609.4846 - logits_profile_predictions_loss: 603.7182 - logcount_predictions_loss: 0.3353 216/2425 [=>............................] - ETA: 20:52 - loss: 609.4813 - logits_profile_predictions_loss: 603.7158 - logcount_predictions_loss: 0.3352 217/2425 [=>............................] - ETA: 20:52 - loss: 609.4754 - logits_profile_predictions_loss: 603.7110 - logcount_predictions_loss: 0.3351 218/2425 [=>............................] - ETA: 20:51 - loss: 609.4698 - 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[===========================>..] - ETA: 53s - loss: 608.4194 - logits_profile_predictions_loss: 602.8752 - logcount_predictions_loss: 0.3223 2332/2425 [===========================>..] - ETA: 52s - loss: 608.4192 - logits_profile_predictions_loss: 602.8750 - logcount_predictions_loss: 0.3223 2333/2425 [===========================>..] - ETA: 52s - loss: 608.4190 - logits_profile_predictions_loss: 602.8748 - logcount_predictions_loss: 0.3223 2334/2425 [===========================>..] - ETA: 51s - loss: 608.4187 - logits_profile_predictions_loss: 602.8746 - logcount_predictions_loss: 0.3223 2335/2425 [===========================>..] - ETA: 51s - loss: 608.4185 - logits_profile_predictions_loss: 602.8745 - logcount_predictions_loss: 0.3223 2336/2425 [===========================>..] - ETA: 50s - loss: 608.4183 - logits_profile_predictions_loss: 602.8743 - logcount_predictions_loss: 0.3223 2337/2425 [===========================>..] - ETA: 49s - loss: 608.4181 - 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[===========================>..] - ETA: 45s - loss: 608.4169 - logits_profile_predictions_loss: 602.8731 - logcount_predictions_loss: 0.3223 2345/2425 [============================>.] - ETA: 45s - loss: 608.4167 - logits_profile_predictions_loss: 602.8730 - logcount_predictions_loss: 0.3223 2346/2425 [============================>.] - ETA: 44s - loss: 608.4166 - logits_profile_predictions_loss: 602.8728 - logcount_predictions_loss: 0.3223 2347/2425 [============================>.] - ETA: 44s - loss: 608.4164 - logits_profile_predictions_loss: 602.8727 - logcount_predictions_loss: 0.3223 2348/2425 [============================>.] - ETA: 43s - loss: 608.4162 - logits_profile_predictions_loss: 602.8726 - logcount_predictions_loss: 0.3223 2349/2425 [============================>.] - ETA: 43s - loss: 608.4161 - logits_profile_predictions_loss: 602.8724 - logcount_predictions_loss: 0.3223 2350/2425 [============================>.] - ETA: 42s - loss: 608.4159 - 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[============================>.] - ETA: 38s - loss: 608.4146 - logits_profile_predictions_loss: 602.8713 - logcount_predictions_loss: 0.3223 2358/2425 [============================>.] - ETA: 37s - loss: 608.4144 - logits_profile_predictions_loss: 602.8711 - logcount_predictions_loss: 0.3223 2359/2425 [============================>.] - ETA: 37s - loss: 608.4142 - logits_profile_predictions_loss: 602.8709 - logcount_predictions_loss: 0.3223 2360/2425 [============================>.] - ETA: 36s - loss: 608.4139 - logits_profile_predictions_loss: 602.8707 - logcount_predictions_loss: 0.3223 2361/2425 [============================>.] - ETA: 36s - loss: 608.4137 - logits_profile_predictions_loss: 602.8705 - logcount_predictions_loss: 0.3223 2362/2425 [============================>.] - ETA: 35s - loss: 608.4135 - logits_profile_predictions_loss: 602.8703 - logcount_predictions_loss: 0.3223 2363/2425 [============================>.] - ETA: 35s - loss: 608.4132 - 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[============================>.] - ETA: 31s - loss: 608.4115 - logits_profile_predictions_loss: 602.8685 - logcount_predictions_loss: 0.3223 2371/2425 [============================>.] - ETA: 30s - loss: 608.4112 - logits_profile_predictions_loss: 602.8683 - logcount_predictions_loss: 0.3223 2372/2425 [============================>.] - ETA: 30s - loss: 608.4110 - logits_profile_predictions_loss: 602.8681 - logcount_predictions_loss: 0.3223 2373/2425 [============================>.] - ETA: 29s - loss: 608.4107 - logits_profile_predictions_loss: 602.8679 - logcount_predictions_loss: 0.3222 2374/2425 [============================>.] - ETA: 28s - loss: 608.4105 - logits_profile_predictions_loss: 602.8676 - logcount_predictions_loss: 0.3222 2375/2425 [============================>.] - ETA: 28s - loss: 608.4102 - logits_profile_predictions_loss: 602.8674 - logcount_predictions_loss: 0.3222 2376/2425 [============================>.] - ETA: 27s - loss: 608.4099 - 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[============================>.] - ETA: 23s - loss: 608.4077 - logits_profile_predictions_loss: 602.8652 - logcount_predictions_loss: 0.3222 2384/2425 [============================>.] - ETA: 23s - loss: 608.4074 - logits_profile_predictions_loss: 602.8649 - logcount_predictions_loss: 0.3222 2385/2425 [============================>.] - ETA: 22s - loss: 608.4070 - logits_profile_predictions_loss: 602.8646 - logcount_predictions_loss: 0.3222 2386/2425 [============================>.] - ETA: 22s - loss: 608.4067 - logits_profile_predictions_loss: 602.8643 - logcount_predictions_loss: 0.3222 2387/2425 [============================>.] - ETA: 21s - loss: 608.4064 - logits_profile_predictions_loss: 602.8640 - logcount_predictions_loss: 0.3222 2388/2425 [============================>.] - ETA: 20s - loss: 608.4061 - logits_profile_predictions_loss: 602.8637 - logcount_predictions_loss: 0.3222 2389/2425 [============================>.] - ETA: 20s - loss: 608.4058 - 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[============================>.] - ETA: 16s - loss: 608.4036 - logits_profile_predictions_loss: 602.8615 - logcount_predictions_loss: 0.3222 2397/2425 [============================>.] - ETA: 15s - loss: 608.4033 - logits_profile_predictions_loss: 602.8612 - logcount_predictions_loss: 0.3222 2398/2425 [============================>.] - ETA: 15s - loss: 608.4030 - logits_profile_predictions_loss: 602.8609 - logcount_predictions_loss: 0.3222 2399/2425 [============================>.] - ETA: 14s - loss: 608.4027 - logits_profile_predictions_loss: 602.8607 - logcount_predictions_loss: 0.3222 2400/2425 [============================>.] - ETA: 14s - loss: 608.4024 - logits_profile_predictions_loss: 602.8604 - logcount_predictions_loss: 0.3222 2401/2425 [============================>.] - ETA: 13s - loss: 608.4021 - logits_profile_predictions_loss: 602.8601 - logcount_predictions_loss: 0.3222 2402/2425 [============================>.] - ETA: 13s - loss: 608.4018 - logits_profile_predictions_loss: 602.8599 - logcount_predictions_loss: 0.3222 2403/2425 [============================>.] - ETA: 12s - loss: 608.4015 - logits_profile_predictions_loss: 602.8596 - logcount_predictions_loss: 0.3222 2404/2425 [============================>.] - ETA: 11s - loss: 608.4012 - logits_profile_predictions_loss: 602.8593 - logcount_predictions_loss: 0.3222 2405/2425 [============================>.] - ETA: 11s - loss: 608.4009 - logits_profile_predictions_loss: 602.8591 - logcount_predictions_loss: 0.3222 2406/2425 [============================>.] - ETA: 10s - loss: 608.4006 - logits_profile_predictions_loss: 602.8588 - logcount_predictions_loss: 0.3222 2407/2425 [============================>.] - ETA: 10s - loss: 608.4004 - logits_profile_predictions_loss: 602.8586 - logcount_predictions_loss: 0.3222 2408/2425 [============================>.] - ETA: 9s - loss: 608.4001 - logits_profile_predictions_loss: 602.8583 - logcount_predictions_loss: 0.3222  2409/2425 [============================>.] - ETA: 9s - loss: 608.3998 - logits_profile_predictions_loss: 602.8581 - logcount_predictions_loss: 0.3222 2410/2425 [============================>.] - ETA: 8s - loss: 608.3995 - logits_profile_predictions_loss: 602.8578 - logcount_predictions_loss: 0.3222 2411/2425 [============================>.] - ETA: 7s - loss: 608.3992 - logits_profile_predictions_loss: 602.8576 - logcount_predictions_loss: 0.3222 2412/2425 [============================>.] - ETA: 7s - loss: 608.3989 - logits_profile_predictions_loss: 602.8573 - logcount_predictions_loss: 0.3222 2413/2425 [============================>.] - ETA: 6s - loss: 608.3987 - logits_profile_predictions_loss: 602.8571 - logcount_predictions_loss: 0.3222 2414/2425 [============================>.] - ETA: 6s - loss: 608.3984 - logits_profile_predictions_loss: 602.8568 - logcount_predictions_loss: 0.3222 2415/2425 [============================>.] - ETA: 5s - loss: 608.3981 - logits_profile_predictions_loss: 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loss: 608.3960 - logits_profile_predictions_loss: 602.8546 - logcount_predictions_loss: 0.3222 2423/2425 [============================>.] - ETA: 1s - loss: 608.3956 - logits_profile_predictions_loss: 602.8543 - logcount_predictions_loss: 0.3222 2424/2425 [============================>.] - ETA: 0s - loss: 608.3953 - logits_profile_predictions_loss: 602.8540 - logcount_predictions_loss: 0.3222 2425/2425 [==============================] - ETA: 0s - loss: 608.3950 - logits_profile_predictions_loss: 602.8537 - logcount_predictions_loss: 0.3222 2425/2425 [==============================] - 1428s 589ms/step - loss: 608.3946 - logits_profile_predictions_loss: 602.8534 - logcount_predictions_loss: 0.3222 - val_loss: 587.1370 - val_logits_profile_predictions_loss: 582.0695 - val_logcount_predictions_loss: 0.2946 Epoch 00004: val_loss did not improve from 586.43884 Epoch 5/50 1/2425 [..............................] - ETA: 23:52 - loss: 642.9648 - logits_profile_predictions_loss: 637.2278 - logcount_predictions_loss: 0.3335 2/2425 [..............................] - ETA: 22:53 - loss: 651.9854 - logits_profile_predictions_loss: 646.4481 - logcount_predictions_loss: 0.3219 3/2425 [..............................] - ETA: 22:53 - loss: 642.4024 - logits_profile_predictions_loss: 636.9135 - logcount_predictions_loss: 0.3191 4/2425 [..............................] - ETA: 22:52 - loss: 637.6490 - logits_profile_predictions_loss: 632.2443 - logcount_predictions_loss: 0.3142 5/2425 [..............................] - ETA: 22:52 - loss: 634.1559 - logits_profile_predictions_loss: 628.7452 - logcount_predictions_loss: 0.3146 6/2425 [..............................] - ETA: 22:51 - loss: 628.9790 - logits_profile_predictions_loss: 623.5992 - logcount_predictions_loss: 0.3128 7/2425 [..............................] - ETA: 22:51 - loss: 626.4010 - logits_profile_predictions_loss: 621.0776 - logcount_predictions_loss: 0.3095 8/2425 [..............................] - ETA: 22:50 - loss: 624.9424 - logits_profile_predictions_loss: 619.6888 - logcount_predictions_loss: 0.3054 9/2425 [..............................] - ETA: 22:49 - loss: 625.0063 - logits_profile_predictions_loss: 619.7961 - logcount_predictions_loss: 0.3029 10/2425 [..............................] - ETA: 22:49 - loss: 625.9347 - logits_profile_predictions_loss: 620.7657 - logcount_predictions_loss: 0.3005 11/2425 [..............................] - ETA: 22:48 - loss: 626.7390 - logits_profile_predictions_loss: 621.6000 - logcount_predictions_loss: 0.2988 12/2425 [..............................] - ETA: 22:48 - loss: 626.5957 - logits_profile_predictions_loss: 621.4690 - logcount_predictions_loss: 0.2981 13/2425 [..............................] - ETA: 22:47 - loss: 626.5529 - logits_profile_predictions_loss: 621.4329 - logcount_predictions_loss: 0.2977 14/2425 [..............................] - ETA: 22:46 - loss: 626.4123 - logits_profile_predictions_loss: 621.2894 - logcount_predictions_loss: 0.2978 15/2425 [..............................] - ETA: 22:46 - loss: 626.0800 - logits_profile_predictions_loss: 620.9480 - logcount_predictions_loss: 0.2984 16/2425 [..............................] - ETA: 22:45 - loss: 625.8140 - logits_profile_predictions_loss: 620.6675 - logcount_predictions_loss: 0.2992 17/2425 [..............................] - ETA: 22:45 - loss: 625.3606 - logits_profile_predictions_loss: 620.2009 - logcount_predictions_loss: 0.3000 18/2425 [..............................] - ETA: 22:44 - loss: 624.6100 - logits_profile_predictions_loss: 619.4439 - logcount_predictions_loss: 0.3004 19/2425 [..............................] - ETA: 22:43 - loss: 624.2365 - logits_profile_predictions_loss: 619.0679 - logcount_predictions_loss: 0.3005 20/2425 [..............................] - ETA: 22:43 - loss: 624.0277 - logits_profile_predictions_loss: 618.8617 - logcount_predictions_loss: 0.3003 21/2425 [..............................] - ETA: 22:42 - loss: 623.6964 - logits_profile_predictions_loss: 618.5324 - logcount_predictions_loss: 0.3002 22/2425 [..............................] - ETA: 22:42 - loss: 623.3471 - logits_profile_predictions_loss: 618.1850 - logcount_predictions_loss: 0.3001 23/2425 [..............................] - ETA: 22:42 - loss: 622.9046 - logits_profile_predictions_loss: 617.7408 - logcount_predictions_loss: 0.3002 24/2425 [..............................] - ETA: 22:41 - loss: 622.4338 - logits_profile_predictions_loss: 617.2693 - logcount_predictions_loss: 0.3003 25/2425 [..............................] - ETA: 22:41 - loss: 622.3045 - logits_profile_predictions_loss: 617.1353 - logcount_predictions_loss: 0.3005 26/2425 [..............................] - ETA: 22:40 - loss: 622.0605 - logits_profile_predictions_loss: 616.8889 - logcount_predictions_loss: 0.3007 27/2425 [..............................] - ETA: 22:40 - loss: 621.7798 - logits_profile_predictions_loss: 616.6053 - logcount_predictions_loss: 0.3008 28/2425 [..............................] - ETA: 22:39 - loss: 621.4052 - logits_profile_predictions_loss: 616.2259 - logcount_predictions_loss: 0.3011 29/2425 [..............................] - ETA: 22:38 - loss: 621.0635 - logits_profile_predictions_loss: 615.8815 - logcount_predictions_loss: 0.3013 30/2425 [..............................] - ETA: 22:38 - loss: 620.7038 - logits_profile_predictions_loss: 615.5196 - logcount_predictions_loss: 0.3014 31/2425 [..............................] - ETA: 22:37 - loss: 620.2954 - logits_profile_predictions_loss: 615.1082 - logcount_predictions_loss: 0.3016 32/2425 [..............................] - ETA: 22:37 - loss: 619.9307 - logits_profile_predictions_loss: 614.7405 - logcount_predictions_loss: 0.3018 33/2425 [..............................] - ETA: 22:36 - loss: 619.5972 - logits_profile_predictions_loss: 614.4047 - logcount_predictions_loss: 0.3019 34/2425 [..............................] - ETA: 22:36 - loss: 619.2760 - logits_profile_predictions_loss: 614.0812 - logcount_predictions_loss: 0.3020 35/2425 [..............................] - ETA: 22:35 - loss: 618.9163 - logits_profile_predictions_loss: 613.7201 - logcount_predictions_loss: 0.3021 36/2425 [..............................] - ETA: 22:34 - loss: 618.5211 - logits_profile_predictions_loss: 613.3222 - logcount_predictions_loss: 0.3023 37/2425 [..............................] - ETA: 22:34 - loss: 618.1189 - logits_profile_predictions_loss: 612.9174 - logcount_predictions_loss: 0.3024 38/2425 [..............................] - ETA: 22:33 - loss: 617.7811 - logits_profile_predictions_loss: 612.5779 - logcount_predictions_loss: 0.3025 39/2425 [..............................] - ETA: 22:33 - loss: 617.4680 - logits_profile_predictions_loss: 612.2629 - logcount_predictions_loss: 0.3026 40/2425 [..............................] - ETA: 22:32 - loss: 617.2073 - logits_profile_predictions_loss: 612.0011 - logcount_predictions_loss: 0.3027 41/2425 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[============================>.] - ETA: 17s - loss: 605.4016 - logits_profile_predictions_loss: 600.2132 - logcount_predictions_loss: 0.3016 2395/2425 [============================>.] - ETA: 17s - loss: 605.4014 - logits_profile_predictions_loss: 600.2130 - logcount_predictions_loss: 0.3016 2396/2425 [============================>.] - ETA: 16s - loss: 605.4011 - logits_profile_predictions_loss: 600.2127 - logcount_predictions_loss: 0.3016 2397/2425 [============================>.] - ETA: 15s - loss: 605.4009 - logits_profile_predictions_loss: 600.2125 - logcount_predictions_loss: 0.3016 2398/2425 [============================>.] - ETA: 15s - loss: 605.4006 - logits_profile_predictions_loss: 600.2122 - logcount_predictions_loss: 0.3016 2399/2425 [============================>.] - ETA: 14s - loss: 605.4004 - logits_profile_predictions_loss: 600.2120 - logcount_predictions_loss: 0.3016 2400/2425 [============================>.] - ETA: 14s - loss: 605.4001 - logits_profile_predictions_loss: 600.2117 - logcount_predictions_loss: 0.3016 2401/2425 [============================>.] - ETA: 13s - loss: 605.3998 - logits_profile_predictions_loss: 600.2115 - logcount_predictions_loss: 0.3016 2402/2425 [============================>.] - ETA: 13s - loss: 605.3996 - logits_profile_predictions_loss: 600.2112 - logcount_predictions_loss: 0.3016 2403/2425 [============================>.] - ETA: 12s - loss: 605.3993 - logits_profile_predictions_loss: 600.2110 - logcount_predictions_loss: 0.3016 2404/2425 [============================>.] - ETA: 11s - loss: 605.3991 - logits_profile_predictions_loss: 600.2107 - logcount_predictions_loss: 0.3016 2405/2425 [============================>.] - ETA: 11s - loss: 605.3988 - logits_profile_predictions_loss: 600.2105 - logcount_predictions_loss: 0.3016 2406/2425 [============================>.] - ETA: 10s - loss: 605.3985 - logits_profile_predictions_loss: 600.2102 - logcount_predictions_loss: 0.3016 2407/2425 [============================>.] - ETA: 10s - loss: 605.3983 - logits_profile_predictions_loss: 600.2100 - logcount_predictions_loss: 0.3016 2408/2425 [============================>.] - ETA: 9s - loss: 605.3980 - logits_profile_predictions_loss: 600.2097 - logcount_predictions_loss: 0.3016  2409/2425 [============================>.] - ETA: 9s - loss: 605.3978 - logits_profile_predictions_loss: 600.2095 - logcount_predictions_loss: 0.3016 2410/2425 [============================>.] - ETA: 8s - loss: 605.3976 - logits_profile_predictions_loss: 600.2093 - logcount_predictions_loss: 0.3016 2411/2425 [============================>.] - ETA: 7s - loss: 605.3974 - logits_profile_predictions_loss: 600.2091 - logcount_predictions_loss: 0.3016 2412/2425 [============================>.] - ETA: 7s - loss: 605.3972 - logits_profile_predictions_loss: 600.2088 - logcount_predictions_loss: 0.3016 2413/2425 [============================>.] - ETA: 6s - loss: 605.3969 - logits_profile_predictions_loss: 600.2086 - logcount_predictions_loss: 0.3016 2414/2425 [============================>.] - ETA: 6s - loss: 605.3967 - logits_profile_predictions_loss: 600.2084 - logcount_predictions_loss: 0.3016 2415/2425 [============================>.] - ETA: 5s - loss: 605.3965 - logits_profile_predictions_loss: 600.2082 - logcount_predictions_loss: 0.3016 2416/2425 [============================>.] - ETA: 5s - loss: 605.3963 - logits_profile_predictions_loss: 600.2080 - logcount_predictions_loss: 0.3016 2417/2425 [============================>.] - ETA: 4s - loss: 605.3961 - logits_profile_predictions_loss: 600.2078 - logcount_predictions_loss: 0.3016 2418/2425 [============================>.] - ETA: 3s - loss: 605.3959 - logits_profile_predictions_loss: 600.2076 - logcount_predictions_loss: 0.3016 2419/2425 [============================>.] - ETA: 3s - loss: 605.3957 - logits_profile_predictions_loss: 600.2074 - logcount_predictions_loss: 0.3016 2420/2425 [============================>.] - ETA: 2s - loss: 605.3955 - logits_profile_predictions_loss: 600.2072 - logcount_predictions_loss: 0.3016 2421/2425 [============================>.] - ETA: 2s - loss: 605.3953 - logits_profile_predictions_loss: 600.2070 - logcount_predictions_loss: 0.3016 2422/2425 [============================>.] - ETA: 1s - loss: 605.3951 - logits_profile_predictions_loss: 600.2068 - logcount_predictions_loss: 0.3016 2423/2425 [============================>.] - ETA: 1s - loss: 605.3949 - logits_profile_predictions_loss: 600.2066 - logcount_predictions_loss: 0.3016 2424/2425 [============================>.] - ETA: 0s - loss: 605.3947 - logits_profile_predictions_loss: 600.2064 - logcount_predictions_loss: 0.3016 2425/2425 [==============================] - ETA: 0s - loss: 605.3944 - logits_profile_predictions_loss: 600.2061 - logcount_predictions_loss: 0.3016 2425/2425 [==============================] - 1428s 589ms/step - loss: 605.3942 - logits_profile_predictions_loss: 600.2059 - logcount_predictions_loss: 0.3016 - val_loss: 587.7289 - val_logits_profile_predictions_loss: 582.0256 - val_logcount_predictions_loss: 0.3316 Epoch 00005: val_loss did not improve from 586.43884 Epoch 6/50 1/2425 [..............................] - ETA: 23:46 - loss: 599.1025 - logits_profile_predictions_loss: 595.4218 - logcount_predictions_loss: 0.2140 2/2425 [..............................] - ETA: 22:51 - loss: 601.9048 - logits_profile_predictions_loss: 597.9955 - logcount_predictions_loss: 0.2273 3/2425 [..............................] - ETA: 22:52 - loss: 600.6351 - logits_profile_predictions_loss: 596.5194 - logcount_predictions_loss: 0.2393 4/2425 [..............................] - ETA: 22:51 - loss: 599.8462 - logits_profile_predictions_loss: 595.5950 - logcount_predictions_loss: 0.2472 5/2425 [..............................] - ETA: 22:51 - loss: 605.4386 - logits_profile_predictions_loss: 601.1017 - logcount_predictions_loss: 0.2521 6/2425 [..............................] - ETA: 22:50 - loss: 607.2339 - logits_profile_predictions_loss: 602.8001 - logcount_predictions_loss: 0.2578 7/2425 [..............................] - ETA: 22:50 - loss: 608.8093 - logits_profile_predictions_loss: 604.3295 - logcount_predictions_loss: 0.2605 8/2425 [..............................] - ETA: 22:49 - loss: 609.9423 - logits_profile_predictions_loss: 605.4452 - logcount_predictions_loss: 0.2615 9/2425 [..............................] - ETA: 22:48 - loss: 610.2879 - logits_profile_predictions_loss: 605.7862 - logcount_predictions_loss: 0.2617 10/2425 [..............................] - ETA: 22:48 - loss: 611.1141 - logits_profile_predictions_loss: 606.5924 - logcount_predictions_loss: 0.2629 11/2425 [..............................] - ETA: 22:47 - loss: 611.5749 - logits_profile_predictions_loss: 607.0400 - logcount_predictions_loss: 0.2637 12/2425 [..............................] - ETA: 22:46 - loss: 611.6599 - logits_profile_predictions_loss: 607.0904 - logcount_predictions_loss: 0.2657 13/2425 [..............................] - ETA: 22:46 - loss: 611.8011 - logits_profile_predictions_loss: 607.2081 - logcount_predictions_loss: 0.2670 14/2425 [..............................] - ETA: 22:45 - loss: 611.9766 - logits_profile_predictions_loss: 607.3729 - logcount_predictions_loss: 0.2677 15/2425 [..............................] - ETA: 22:45 - loss: 611.8837 - logits_profile_predictions_loss: 607.2733 - logcount_predictions_loss: 0.2680 16/2425 [..............................] - ETA: 22:44 - loss: 611.5706 - logits_profile_predictions_loss: 606.9565 - logcount_predictions_loss: 0.2683 17/2425 [..............................] - ETA: 22:44 - loss: 611.2536 - logits_profile_predictions_loss: 606.6364 - logcount_predictions_loss: 0.2684 18/2425 [..............................] - ETA: 22:43 - loss: 610.9022 - logits_profile_predictions_loss: 606.2794 - logcount_predictions_loss: 0.2688 19/2425 [..............................] - ETA: 22:43 - loss: 610.9050 - logits_profile_predictions_loss: 606.2759 - logcount_predictions_loss: 0.2691 20/2425 [..............................] - ETA: 22:42 - loss: 610.7659 - logits_profile_predictions_loss: 606.1302 - logcount_predictions_loss: 0.2695 21/2425 [..............................] - ETA: 22:41 - loss: 610.4437 - logits_profile_predictions_loss: 605.7988 - logcount_predictions_loss: 0.2700 22/2425 [..............................] - ETA: 22:41 - loss: 610.1720 - logits_profile_predictions_loss: 605.5193 - logcount_predictions_loss: 0.2705 23/2425 [..............................] - ETA: 22:40 - loss: 610.0290 - logits_profile_predictions_loss: 605.3694 - logcount_predictions_loss: 0.2709 24/2425 [..............................] - ETA: 22:40 - loss: 609.9323 - logits_profile_predictions_loss: 605.2659 - logcount_predictions_loss: 0.2713 25/2425 [..............................] - ETA: 22:39 - loss: 609.9658 - logits_profile_predictions_loss: 605.2936 - logcount_predictions_loss: 0.2716 26/2425 [..............................] - ETA: 22:39 - loss: 610.0654 - logits_profile_predictions_loss: 605.3896 - logcount_predictions_loss: 0.2719 27/2425 [..............................] - ETA: 22:38 - loss: 610.1222 - logits_profile_predictions_loss: 605.4426 - logcount_predictions_loss: 0.2721 28/2425 [..............................] - ETA: 22:38 - loss: 610.0946 - logits_profile_predictions_loss: 605.4123 - logcount_predictions_loss: 0.2722 29/2425 [..............................] - ETA: 22:37 - loss: 609.9424 - logits_profile_predictions_loss: 605.2584 - logcount_predictions_loss: 0.2723 30/2425 [..............................] - ETA: 22:36 - loss: 609.7762 - logits_profile_predictions_loss: 605.0906 - logcount_predictions_loss: 0.2724 31/2425 [..............................] - ETA: 22:36 - loss: 609.6912 - logits_profile_predictions_loss: 605.0015 - logcount_predictions_loss: 0.2727 32/2425 [..............................] - ETA: 22:35 - loss: 609.5468 - logits_profile_predictions_loss: 604.8546 - logcount_predictions_loss: 0.2728 33/2425 [..............................] - ETA: 22:35 - loss: 609.3395 - logits_profile_predictions_loss: 604.6445 - logcount_predictions_loss: 0.2730 34/2425 [..............................] - ETA: 22:34 - loss: 609.1302 - logits_profile_predictions_loss: 604.4326 - logcount_predictions_loss: 0.2731 35/2425 [..............................] - ETA: 22:34 - loss: 608.8357 - logits_profile_predictions_loss: 604.1366 - logcount_predictions_loss: 0.2732 36/2425 [..............................] - ETA: 22:33 - loss: 608.5522 - logits_profile_predictions_loss: 603.8496 - logcount_predictions_loss: 0.2734 37/2425 [..............................] - ETA: 22:33 - loss: 608.2995 - logits_profile_predictions_loss: 603.5935 - logcount_predictions_loss: 0.2736 38/2425 [..............................] - ETA: 22:32 - loss: 608.0863 - logits_profile_predictions_loss: 603.3771 - logcount_predictions_loss: 0.2738 39/2425 [..............................] - ETA: 22:31 - loss: 607.9422 - logits_profile_predictions_loss: 603.2272 - logcount_predictions_loss: 0.2741 40/2425 [..............................] - ETA: 22:31 - loss: 607.7942 - logits_profile_predictions_loss: 603.0729 - logcount_predictions_loss: 0.2745 41/2425 [..............................] - ETA: 22:30 - loss: 607.7040 - logits_profile_predictions_loss: 602.9775 - logcount_predictions_loss: 0.2748 42/2425 [..............................] - ETA: 22:30 - loss: 607.5926 - logits_profile_predictions_loss: 602.8598 - logcount_predictions_loss: 0.2752 43/2425 [..............................] - ETA: 22:29 - loss: 607.4845 - logits_profile_predictions_loss: 602.7446 - logcount_predictions_loss: 0.2756 44/2425 [..............................] - ETA: 22:29 - loss: 607.3789 - logits_profile_predictions_loss: 602.6327 - logcount_predictions_loss: 0.2759 45/2425 [..............................] - ETA: 22:28 - loss: 607.3289 - logits_profile_predictions_loss: 602.5766 - logcount_predictions_loss: 0.2763 46/2425 [..............................] - ETA: 22:27 - loss: 607.2687 - logits_profile_predictions_loss: 602.5109 - logcount_predictions_loss: 0.2766 47/2425 [..............................] - ETA: 22:27 - loss: 607.1859 - logits_profile_predictions_loss: 602.4226 - logcount_predictions_loss: 0.2769 48/2425 [..............................] - ETA: 22:26 - loss: 607.0976 - logits_profile_predictions_loss: 602.3291 - logcount_predictions_loss: 0.2772 49/2425 [..............................] - ETA: 22:26 - loss: 607.0188 - logits_profile_predictions_loss: 602.2457 - logcount_predictions_loss: 0.2775 50/2425 [..............................] - ETA: 22:25 - loss: 606.9034 - logits_profile_predictions_loss: 602.1265 - logcount_predictions_loss: 0.2777 51/2425 [..............................] - ETA: 22:25 - loss: 606.8064 - logits_profile_predictions_loss: 602.0257 - logcount_predictions_loss: 0.2780 52/2425 [..............................] - ETA: 22:24 - loss: 606.7211 - logits_profile_predictions_loss: 601.9371 - logcount_predictions_loss: 0.2781 53/2425 [..............................] - ETA: 22:23 - loss: 606.6430 - logits_profile_predictions_loss: 601.8561 - logcount_predictions_loss: 0.2783 54/2425 [..............................] - ETA: 22:23 - loss: 606.5467 - logits_profile_predictions_loss: 601.7564 - logcount_predictions_loss: 0.2785 55/2425 [..............................] - ETA: 22:22 - loss: 606.4533 - logits_profile_predictions_loss: 601.6594 - logcount_predictions_loss: 0.2787 56/2425 [..............................] - ETA: 22:22 - loss: 606.4026 - logits_profile_predictions_loss: 601.6056 - logcount_predictions_loss: 0.2789 57/2425 [..............................] - ETA: 22:21 - loss: 606.3497 - logits_profile_predictions_loss: 601.5500 - logcount_predictions_loss: 0.2791 58/2425 [..............................] - ETA: 22:21 - loss: 606.3224 - logits_profile_predictions_loss: 601.5201 - logcount_predictions_loss: 0.2792 59/2425 [..............................] - ETA: 22:20 - loss: 606.3129 - logits_profile_predictions_loss: 601.5080 - logcount_predictions_loss: 0.2794 60/2425 [..............................] - ETA: 22:20 - loss: 606.2843 - logits_profile_predictions_loss: 601.4768 - logcount_predictions_loss: 0.2795 61/2425 [..............................] - ETA: 22:19 - loss: 606.2444 - logits_profile_predictions_loss: 601.4347 - logcount_predictions_loss: 0.2796 62/2425 [..............................] - ETA: 22:18 - loss: 606.1922 - logits_profile_predictions_loss: 601.3805 - logcount_predictions_loss: 0.2798 63/2425 [..............................] - ETA: 22:18 - loss: 606.1600 - logits_profile_predictions_loss: 601.3468 - logcount_predictions_loss: 0.2798 64/2425 [..............................] - ETA: 22:18 - loss: 606.1554 - logits_profile_predictions_loss: 601.3401 - logcount_predictions_loss: 0.2800 65/2425 [..............................] - ETA: 22:17 - loss: 606.1666 - logits_profile_predictions_loss: 601.3492 - logcount_predictions_loss: 0.2801 66/2425 [..............................] - ETA: 22:17 - loss: 606.1843 - logits_profile_predictions_loss: 601.3650 - logcount_predictions_loss: 0.2802 67/2425 [..............................] - ETA: 22:16 - loss: 606.1911 - logits_profile_predictions_loss: 601.3700 - logcount_predictions_loss: 0.2803 68/2425 [..............................] - ETA: 22:16 - loss: 606.2047 - logits_profile_predictions_loss: 601.3820 - logcount_predictions_loss: 0.2804 69/2425 [..............................] - ETA: 22:15 - loss: 606.2030 - logits_profile_predictions_loss: 601.3782 - logcount_predictions_loss: 0.2805 70/2425 [..............................] - ETA: 22:14 - loss: 606.1805 - logits_profile_predictions_loss: 601.3536 - logcount_predictions_loss: 0.2806 71/2425 [..............................] - ETA: 22:14 - loss: 606.1708 - logits_profile_predictions_loss: 601.3419 - logcount_predictions_loss: 0.2808 72/2425 [..............................] - ETA: 22:13 - loss: 606.1565 - logits_profile_predictions_loss: 601.3260 - logcount_predictions_loss: 0.2808 73/2425 [..............................] - ETA: 22:13 - loss: 606.1203 - logits_profile_predictions_loss: 601.2881 - logcount_predictions_loss: 0.2809 74/2425 [..............................] - ETA: 22:12 - loss: 606.0791 - logits_profile_predictions_loss: 601.2452 - logcount_predictions_loss: 0.2810 75/2425 [..............................] - ETA: 22:12 - loss: 606.0374 - logits_profile_predictions_loss: 601.2019 - logcount_predictions_loss: 0.2811 76/2425 [..............................] - ETA: 22:11 - loss: 606.0065 - logits_profile_predictions_loss: 601.1695 - logcount_predictions_loss: 0.2812 77/2425 [..............................] - ETA: 22:10 - loss: 605.9876 - logits_profile_predictions_loss: 601.1494 - logcount_predictions_loss: 0.2813 78/2425 [..............................] - ETA: 22:10 - loss: 605.9676 - logits_profile_predictions_loss: 601.1283 - logcount_predictions_loss: 0.2814 79/2425 [..............................] - ETA: 22:09 - loss: 605.9397 - logits_profile_predictions_loss: 601.0996 - logcount_predictions_loss: 0.2814 80/2425 [..............................] - ETA: 22:09 - loss: 605.9154 - logits_profile_predictions_loss: 601.0745 - logcount_predictions_loss: 0.2815 81/2425 [>.............................] - ETA: 22:08 - loss: 605.8758 - logits_profile_predictions_loss: 601.0342 - logcount_predictions_loss: 0.2815 82/2425 [>.............................] - ETA: 22:08 - loss: 605.8311 - logits_profile_predictions_loss: 600.9890 - logcount_predictions_loss: 0.2815 83/2425 [>.............................] - ETA: 22:07 - loss: 605.7895 - logits_profile_predictions_loss: 600.9466 - logcount_predictions_loss: 0.2816 84/2425 [>.............................] - ETA: 22:06 - loss: 605.7508 - logits_profile_predictions_loss: 600.9072 - logcount_predictions_loss: 0.2816 85/2425 [>.............................] - ETA: 22:06 - loss: 605.7276 - logits_profile_predictions_loss: 600.8835 - logcount_predictions_loss: 0.2816 86/2425 [>.............................] - ETA: 22:05 - loss: 605.6930 - logits_profile_predictions_loss: 600.8485 - logcount_predictions_loss: 0.2817 87/2425 [>.............................] - ETA: 22:05 - loss: 605.6602 - logits_profile_predictions_loss: 600.8153 - logcount_predictions_loss: 0.2817 88/2425 [>.............................] - ETA: 22:04 - loss: 605.6302 - logits_profile_predictions_loss: 600.7848 - logcount_predictions_loss: 0.2817 89/2425 [>.............................] - ETA: 22:04 - loss: 605.5940 - logits_profile_predictions_loss: 600.7482 - logcount_predictions_loss: 0.2817 90/2425 [>.............................] - ETA: 22:03 - loss: 605.5505 - logits_profile_predictions_loss: 600.7044 - logcount_predictions_loss: 0.2818 91/2425 [>.............................] - ETA: 22:02 - loss: 605.5109 - logits_profile_predictions_loss: 600.6642 - logcount_predictions_loss: 0.2818 92/2425 [>.............................] - ETA: 22:02 - loss: 605.4808 - logits_profile_predictions_loss: 600.6334 - logcount_predictions_loss: 0.2818 93/2425 [>.............................] - ETA: 22:01 - loss: 605.4508 - logits_profile_predictions_loss: 600.6027 - logcount_predictions_loss: 0.2819 94/2425 [>.............................] - ETA: 22:01 - loss: 605.4193 - logits_profile_predictions_loss: 600.5707 - logcount_predictions_loss: 0.2819 95/2425 [>.............................] - ETA: 22:00 - loss: 605.3868 - logits_profile_predictions_loss: 600.5378 - logcount_predictions_loss: 0.2819 96/2425 [>.............................] - ETA: 22:00 - loss: 605.3465 - logits_profile_predictions_loss: 600.4970 - logcount_predictions_loss: 0.2820 97/2425 [>.............................] - ETA: 21:59 - loss: 605.2894 - logits_profile_predictions_loss: 600.4394 - logcount_predictions_loss: 0.2820 98/2425 [>.............................] - ETA: 21:58 - loss: 605.2336 - logits_profile_predictions_loss: 600.3832 - logcount_predictions_loss: 0.2820 99/2425 [>.............................] - ETA: 21:58 - loss: 605.1724 - logits_profile_predictions_loss: 600.3216 - logcount_predictions_loss: 0.2820 100/2425 [>.............................] - ETA: 21:57 - loss: 605.1140 - logits_profile_predictions_loss: 600.2626 - logcount_predictions_loss: 0.2821 101/2425 [>.............................] - ETA: 21:57 - loss: 605.0494 - logits_profile_predictions_loss: 600.1975 - logcount_predictions_loss: 0.2821 102/2425 [>.............................] - ETA: 21:56 - loss: 604.9882 - logits_profile_predictions_loss: 600.1358 - logcount_predictions_loss: 0.2821 103/2425 [>.............................] - ETA: 21:56 - loss: 604.9345 - logits_profile_predictions_loss: 600.0817 - logcount_predictions_loss: 0.2821 104/2425 [>.............................] - ETA: 21:55 - loss: 604.8792 - logits_profile_predictions_loss: 600.0259 - logcount_predictions_loss: 0.2822 105/2425 [>.............................] - ETA: 21:54 - loss: 604.8413 - logits_profile_predictions_loss: 599.9877 - logcount_predictions_loss: 0.2822 106/2425 [>.............................] - ETA: 21:54 - loss: 604.7954 - logits_profile_predictions_loss: 599.9411 - logcount_predictions_loss: 0.2822 107/2425 [>.............................] - ETA: 21:53 - loss: 604.7552 - logits_profile_predictions_loss: 599.9002 - logcount_predictions_loss: 0.2823 108/2425 [>.............................] - ETA: 21:53 - loss: 604.7135 - logits_profile_predictions_loss: 599.8578 - logcount_predictions_loss: 0.2823 109/2425 [>.............................] - ETA: 21:52 - loss: 604.6772 - logits_profile_predictions_loss: 599.8210 - logcount_predictions_loss: 0.2823 110/2425 [>.............................] - ETA: 21:52 - loss: 604.6443 - 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2425/2425 [==============================] - ETA: 0s - loss: 602.7988 - logits_profile_predictions_loss: 597.7919 - logcount_predictions_loss: 0.2911 2425/2425 [==============================] - 1427s 588ms/step - loss: 602.7990 - logits_profile_predictions_loss: 597.7921 - logcount_predictions_loss: 0.2911 - val_loss: 580.9257 - val_logits_profile_predictions_loss: 575.0586 - val_logcount_predictions_loss: 0.3411 Epoch 00006: val_loss improved from 586.43884 to 580.92566, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 7/50 1/2425 [..............................] - ETA: 23:41 - loss: 508.6364 - logits_profile_predictions_loss: 503.0480 - logcount_predictions_loss: 0.3249 2/2425 [..............................] - ETA: 22:53 - loss: 534.1273 - logits_profile_predictions_loss: 528.6711 - logcount_predictions_loss: 0.3172 3/2425 [..............................] - ETA: 22:51 - loss: 548.4495 - logits_profile_predictions_loss: 543.2149 - logcount_predictions_loss: 0.3043 4/2425 [..............................] - ETA: 22:51 - loss: 558.1352 - logits_profile_predictions_loss: 552.9886 - logcount_predictions_loss: 0.2992 5/2425 [..............................] - ETA: 22:50 - loss: 561.0426 - logits_profile_predictions_loss: 556.0419 - logcount_predictions_loss: 0.2907 6/2425 [..............................] - ETA: 22:50 - loss: 563.7481 - logits_profile_predictions_loss: 558.7496 - logcount_predictions_loss: 0.2906 7/2425 [..............................] - ETA: 22:49 - loss: 565.3474 - logits_profile_predictions_loss: 560.3852 - logcount_predictions_loss: 0.2885 8/2425 [..............................] - ETA: 22:49 - loss: 568.3284 - logits_profile_predictions_loss: 563.3938 - logcount_predictions_loss: 0.2869 9/2425 [..............................] - ETA: 22:48 - loss: 570.7874 - logits_profile_predictions_loss: 565.8754 - logcount_predictions_loss: 0.2856 10/2425 [..............................] - ETA: 22:47 - loss: 571.9511 - logits_profile_predictions_loss: 567.0472 - logcount_predictions_loss: 0.2851 11/2425 [..............................] - ETA: 22:47 - loss: 572.8936 - logits_profile_predictions_loss: 567.9968 - logcount_predictions_loss: 0.2847 12/2425 [..............................] - ETA: 22:47 - loss: 574.0654 - logits_profile_predictions_loss: 569.1805 - logcount_predictions_loss: 0.2840 13/2425 [..............................] - ETA: 22:46 - loss: 575.1504 - logits_profile_predictions_loss: 570.2791 - logcount_predictions_loss: 0.2832 14/2425 [..............................] - ETA: 22:45 - loss: 575.8616 - logits_profile_predictions_loss: 571.0011 - logcount_predictions_loss: 0.2826 15/2425 [..............................] - ETA: 22:45 - loss: 576.4702 - logits_profile_predictions_loss: 571.6134 - logcount_predictions_loss: 0.2824 16/2425 [..............................] - ETA: 22:44 - loss: 576.9344 - logits_profile_predictions_loss: 572.0829 - logcount_predictions_loss: 0.2821 17/2425 [..............................] - ETA: 22:44 - loss: 577.1095 - logits_profile_predictions_loss: 572.2645 - logcount_predictions_loss: 0.2817 18/2425 [..............................] - ETA: 22:43 - loss: 577.1911 - logits_profile_predictions_loss: 572.3531 - logcount_predictions_loss: 0.2813 19/2425 [..............................] - ETA: 22:43 - loss: 577.2111 - logits_profile_predictions_loss: 572.3799 - logcount_predictions_loss: 0.2809 20/2425 [..............................] - ETA: 22:42 - loss: 577.4095 - logits_profile_predictions_loss: 572.5809 - logcount_predictions_loss: 0.2807 21/2425 [..............................] - ETA: 22:42 - loss: 577.6279 - logits_profile_predictions_loss: 572.8022 - logcount_predictions_loss: 0.2806 22/2425 [..............................] - ETA: 22:41 - loss: 577.6807 - logits_profile_predictions_loss: 572.8613 - logcount_predictions_loss: 0.2802 23/2425 [..............................] - ETA: 22:40 - loss: 577.7718 - logits_profile_predictions_loss: 572.9596 - logcount_predictions_loss: 0.2798 24/2425 [..............................] - ETA: 22:40 - loss: 577.8710 - logits_profile_predictions_loss: 573.0600 - logcount_predictions_loss: 0.2797 25/2425 [..............................] - ETA: 22:39 - loss: 578.0347 - logits_profile_predictions_loss: 573.2264 - logcount_predictions_loss: 0.2796 26/2425 [..............................] - ETA: 22:39 - loss: 578.2013 - logits_profile_predictions_loss: 573.3948 - logcount_predictions_loss: 0.2794 27/2425 [..............................] - ETA: 22:38 - loss: 578.3596 - logits_profile_predictions_loss: 573.5515 - logcount_predictions_loss: 0.2795 28/2425 [..............................] - ETA: 22:38 - loss: 578.6730 - logits_profile_predictions_loss: 573.8634 - logcount_predictions_loss: 0.2796 29/2425 [..............................] - ETA: 22:37 - loss: 578.9748 - logits_profile_predictions_loss: 574.1641 - logcount_predictions_loss: 0.2797 30/2425 [..............................] - ETA: 22:37 - loss: 579.3946 - logits_profile_predictions_loss: 574.5825 - logcount_predictions_loss: 0.2798 31/2425 [..............................] - ETA: 22:36 - loss: 579.8902 - logits_profile_predictions_loss: 575.0773 - logcount_predictions_loss: 0.2798 32/2425 [..............................] - ETA: 22:36 - loss: 580.2933 - logits_profile_predictions_loss: 575.4814 - logcount_predictions_loss: 0.2798 33/2425 [..............................] - ETA: 22:35 - loss: 580.6873 - logits_profile_predictions_loss: 575.8751 - logcount_predictions_loss: 0.2798 34/2425 [..............................] - ETA: 22:34 - loss: 581.0219 - logits_profile_predictions_loss: 576.2091 - logcount_predictions_loss: 0.2798 35/2425 [..............................] - ETA: 22:34 - loss: 581.3916 - logits_profile_predictions_loss: 576.5781 - logcount_predictions_loss: 0.2799 36/2425 [..............................] - ETA: 22:33 - loss: 581.7868 - logits_profile_predictions_loss: 576.9730 - logcount_predictions_loss: 0.2799 37/2425 [..............................] - ETA: 22:33 - loss: 582.1667 - logits_profile_predictions_loss: 577.3520 - logcount_predictions_loss: 0.2799 38/2425 [..............................] - ETA: 22:32 - loss: 582.6278 - logits_profile_predictions_loss: 577.8130 - logcount_predictions_loss: 0.2799 39/2425 [..............................] - ETA: 22:32 - loss: 583.0711 - logits_profile_predictions_loss: 578.2559 - logcount_predictions_loss: 0.2800 40/2425 [..............................] - ETA: 22:31 - loss: 583.5136 - logits_profile_predictions_loss: 578.6985 - logcount_predictions_loss: 0.2799 41/2425 [..............................] - ETA: 22:30 - loss: 583.9346 - logits_profile_predictions_loss: 579.1193 - logcount_predictions_loss: 0.2800 42/2425 [..............................] - ETA: 22:30 - loss: 584.3468 - logits_profile_predictions_loss: 579.5317 - logcount_predictions_loss: 0.2799 43/2425 [..............................] - ETA: 22:29 - loss: 584.7533 - logits_profile_predictions_loss: 579.9387 - logcount_predictions_loss: 0.2799 44/2425 [..............................] - ETA: 22:29 - loss: 585.1999 - logits_profile_predictions_loss: 580.3852 - logcount_predictions_loss: 0.2799 45/2425 [..............................] - ETA: 22:28 - loss: 585.5810 - logits_profile_predictions_loss: 580.7656 - logcount_predictions_loss: 0.2800 46/2425 [..............................] - ETA: 22:28 - loss: 585.9060 - logits_profile_predictions_loss: 581.0894 - logcount_predictions_loss: 0.2800 47/2425 [..............................] - ETA: 22:27 - loss: 586.2217 - logits_profile_predictions_loss: 581.4044 - logcount_predictions_loss: 0.2801 48/2425 [..............................] - ETA: 22:27 - loss: 586.5348 - logits_profile_predictions_loss: 581.7165 - logcount_predictions_loss: 0.2801 49/2425 [..............................] - ETA: 22:26 - loss: 586.8193 - logits_profile_predictions_loss: 582.0001 - logcount_predictions_loss: 0.2802 50/2425 [..............................] - ETA: 22:25 - loss: 587.1069 - logits_profile_predictions_loss: 582.2870 - logcount_predictions_loss: 0.2802 51/2425 [..............................] - ETA: 22:25 - loss: 587.3751 - logits_profile_predictions_loss: 582.5548 - logcount_predictions_loss: 0.2802 52/2425 [..............................] - ETA: 22:24 - loss: 587.6194 - logits_profile_predictions_loss: 582.7985 - logcount_predictions_loss: 0.2803 53/2425 [..............................] - ETA: 22:24 - loss: 587.8569 - logits_profile_predictions_loss: 583.0343 - logcount_predictions_loss: 0.2804 54/2425 [..............................] - ETA: 22:23 - loss: 588.0839 - logits_profile_predictions_loss: 583.2604 - logcount_predictions_loss: 0.2804 55/2425 [..............................] - ETA: 22:23 - loss: 588.3329 - logits_profile_predictions_loss: 583.5086 - logcount_predictions_loss: 0.2805 56/2425 [..............................] - ETA: 22:22 - loss: 588.5425 - logits_profile_predictions_loss: 583.7178 - logcount_predictions_loss: 0.2805 57/2425 [..............................] - ETA: 22:22 - loss: 588.7761 - logits_profile_predictions_loss: 583.9505 - logcount_predictions_loss: 0.2806 58/2425 [..............................] - ETA: 22:21 - loss: 589.0257 - logits_profile_predictions_loss: 584.1991 - logcount_predictions_loss: 0.2806 59/2425 [..............................] - ETA: 22:21 - loss: 589.2745 - logits_profile_predictions_loss: 584.4469 - logcount_predictions_loss: 0.2807 60/2425 [..............................] - ETA: 22:20 - loss: 589.4978 - logits_profile_predictions_loss: 584.6697 - logcount_predictions_loss: 0.2807 61/2425 [..............................] - ETA: 22:19 - loss: 589.7170 - logits_profile_predictions_loss: 584.8887 - logcount_predictions_loss: 0.2807 62/2425 [..............................] - ETA: 22:19 - loss: 589.9246 - logits_profile_predictions_loss: 585.0963 - logcount_predictions_loss: 0.2807 63/2425 [..............................] - ETA: 22:18 - loss: 590.1368 - logits_profile_predictions_loss: 585.3087 - logcount_predictions_loss: 0.2807 64/2425 [..............................] - ETA: 22:18 - loss: 590.3333 - logits_profile_predictions_loss: 585.5054 - logcount_predictions_loss: 0.2807 65/2425 [..............................] - ETA: 22:17 - loss: 590.5284 - logits_profile_predictions_loss: 585.7009 - logcount_predictions_loss: 0.2807 66/2425 [..............................] - ETA: 22:17 - loss: 590.7152 - logits_profile_predictions_loss: 585.8880 - logcount_predictions_loss: 0.2807 67/2425 [..............................] - ETA: 22:16 - loss: 590.9078 - logits_profile_predictions_loss: 586.0807 - logcount_predictions_loss: 0.2806 68/2425 [..............................] - ETA: 22:15 - loss: 591.1062 - logits_profile_predictions_loss: 586.2794 - logcount_predictions_loss: 0.2806 69/2425 [..............................] - ETA: 22:15 - loss: 591.2906 - logits_profile_predictions_loss: 586.4641 - logcount_predictions_loss: 0.2806 70/2425 [..............................] - ETA: 22:14 - loss: 591.4813 - logits_profile_predictions_loss: 586.6555 - logcount_predictions_loss: 0.2806 71/2425 [..............................] - ETA: 22:14 - loss: 591.6703 - logits_profile_predictions_loss: 586.8451 - logcount_predictions_loss: 0.2805 72/2425 [..............................] - ETA: 22:13 - loss: 591.8270 - logits_profile_predictions_loss: 587.0024 - logcount_predictions_loss: 0.2805 73/2425 [..............................] - ETA: 22:13 - loss: 591.9672 - logits_profile_predictions_loss: 587.1435 - logcount_predictions_loss: 0.2804 74/2425 [..............................] - ETA: 22:12 - loss: 592.0970 - logits_profile_predictions_loss: 587.2736 - logcount_predictions_loss: 0.2804 75/2425 [..............................] - ETA: 22:11 - loss: 592.2127 - logits_profile_predictions_loss: 587.3897 - logcount_predictions_loss: 0.2804 76/2425 [..............................] - ETA: 22:11 - loss: 592.3335 - logits_profile_predictions_loss: 587.5110 - logcount_predictions_loss: 0.2804 77/2425 [..............................] - ETA: 22:10 - loss: 592.4615 - logits_profile_predictions_loss: 587.6393 - logcount_predictions_loss: 0.2804 78/2425 [..............................] - ETA: 22:10 - loss: 592.5812 - logits_profile_predictions_loss: 587.7592 - logcount_predictions_loss: 0.2803 79/2425 [..............................] - ETA: 22:09 - loss: 592.7053 - logits_profile_predictions_loss: 587.8834 - logcount_predictions_loss: 0.2803 80/2425 [..............................] - ETA: 22:08 - loss: 592.8320 - logits_profile_predictions_loss: 588.0102 - logcount_predictions_loss: 0.2803 81/2425 [>.............................] - ETA: 22:08 - loss: 592.9400 - logits_profile_predictions_loss: 588.1187 - logcount_predictions_loss: 0.2803 82/2425 [>.............................] - ETA: 22:07 - loss: 593.0524 - logits_profile_predictions_loss: 588.2316 - logcount_predictions_loss: 0.2803 83/2425 [>.............................] - ETA: 22:07 - loss: 593.1741 - logits_profile_predictions_loss: 588.3537 - logcount_predictions_loss: 0.2803 84/2425 [>.............................] - ETA: 22:06 - loss: 593.2881 - logits_profile_predictions_loss: 588.4682 - logcount_predictions_loss: 0.2802 85/2425 [>.............................] - ETA: 22:06 - loss: 593.3926 - logits_profile_predictions_loss: 588.5732 - logcount_predictions_loss: 0.2802 86/2425 [>.............................] - ETA: 22:05 - loss: 593.5047 - logits_profile_predictions_loss: 588.6857 - logcount_predictions_loss: 0.2802 87/2425 [>.............................] - ETA: 22:04 - loss: 593.6054 - logits_profile_predictions_loss: 588.7870 - logcount_predictions_loss: 0.2801 88/2425 [>.............................] - ETA: 22:04 - loss: 593.7142 - logits_profile_predictions_loss: 588.8963 - logcount_predictions_loss: 0.2801 89/2425 [>.............................] - ETA: 22:03 - loss: 593.8276 - logits_profile_predictions_loss: 589.0102 - logcount_predictions_loss: 0.2801 90/2425 [>.............................] - ETA: 22:03 - loss: 593.9337 - logits_profile_predictions_loss: 589.1168 - logcount_predictions_loss: 0.2800 91/2425 [>.............................] - ETA: 22:02 - loss: 594.0301 - logits_profile_predictions_loss: 589.2138 - logcount_predictions_loss: 0.2800 92/2425 [>.............................] - ETA: 22:02 - loss: 594.1242 - logits_profile_predictions_loss: 589.3087 - logcount_predictions_loss: 0.2800 93/2425 [>.............................] - ETA: 22:01 - loss: 594.2288 - logits_profile_predictions_loss: 589.4140 - logcount_predictions_loss: 0.2799 94/2425 [>.............................] - ETA: 22:01 - loss: 594.3394 - logits_profile_predictions_loss: 589.5253 - logcount_predictions_loss: 0.2799 95/2425 [>.............................] - ETA: 22:00 - loss: 594.4423 - logits_profile_predictions_loss: 589.6288 - logcount_predictions_loss: 0.2799 96/2425 [>.............................] - ETA: 21:59 - loss: 594.5412 - logits_profile_predictions_loss: 589.7280 - logcount_predictions_loss: 0.2798 97/2425 [>.............................] - ETA: 21:59 - loss: 594.6373 - logits_profile_predictions_loss: 589.8246 - logcount_predictions_loss: 0.2798 98/2425 [>.............................] - ETA: 21:58 - loss: 594.7276 - logits_profile_predictions_loss: 589.9153 - logcount_predictions_loss: 0.2798 99/2425 [>.............................] - ETA: 21:58 - loss: 594.8168 - logits_profile_predictions_loss: 590.0049 - logcount_predictions_loss: 0.2798 100/2425 [>.............................] - ETA: 21:57 - loss: 594.8906 - logits_profile_predictions_loss: 590.0791 - logcount_predictions_loss: 0.2797 101/2425 [>.............................] - ETA: 21:56 - loss: 594.9594 - logits_profile_predictions_loss: 590.1484 - logcount_predictions_loss: 0.2797 102/2425 [>.............................] - ETA: 21:56 - loss: 595.0207 - logits_profile_predictions_loss: 590.2101 - logcount_predictions_loss: 0.2797 103/2425 [>.............................] - ETA: 21:55 - loss: 595.0852 - logits_profile_predictions_loss: 590.2750 - logcount_predictions_loss: 0.2797 104/2425 [>.............................] - ETA: 21:55 - loss: 595.1417 - logits_profile_predictions_loss: 590.3318 - logcount_predictions_loss: 0.2796 105/2425 [>.............................] - ETA: 21:54 - loss: 595.1973 - logits_profile_predictions_loss: 590.3878 - logcount_predictions_loss: 0.2796 106/2425 [>.............................] - ETA: 21:54 - loss: 595.2517 - logits_profile_predictions_loss: 590.4425 - logcount_predictions_loss: 0.2796 107/2425 [>.............................] - ETA: 21:53 - loss: 595.3113 - 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[>.............................] - ETA: 21:49 - loss: 595.7592 - logits_profile_predictions_loss: 590.9520 - logcount_predictions_loss: 0.2795 115/2425 [>.............................] - ETA: 21:49 - loss: 595.8244 - logits_profile_predictions_loss: 591.0174 - logcount_predictions_loss: 0.2795 116/2425 [>.............................] - ETA: 21:48 - loss: 595.8859 - logits_profile_predictions_loss: 591.0791 - logcount_predictions_loss: 0.2795 117/2425 [>.............................] - ETA: 21:48 - loss: 595.9476 - logits_profile_predictions_loss: 591.1410 - logcount_predictions_loss: 0.2794 118/2425 [>.............................] - ETA: 21:47 - loss: 596.0105 - logits_profile_predictions_loss: 591.2040 - logcount_predictions_loss: 0.2794 119/2425 [>.............................] - ETA: 21:46 - loss: 596.0788 - logits_profile_predictions_loss: 591.2725 - logcount_predictions_loss: 0.2794 120/2425 [>.............................] - ETA: 21:46 - loss: 596.1447 - 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[>.............................] - ETA: 21:42 - loss: 596.5543 - logits_profile_predictions_loss: 591.7504 - logcount_predictions_loss: 0.2793 128/2425 [>.............................] - ETA: 21:41 - loss: 596.6041 - logits_profile_predictions_loss: 591.8005 - logcount_predictions_loss: 0.2793 129/2425 [>.............................] - ETA: 21:41 - loss: 596.6578 - logits_profile_predictions_loss: 591.8545 - logcount_predictions_loss: 0.2793 130/2425 [>.............................] - ETA: 21:40 - loss: 596.7095 - logits_profile_predictions_loss: 591.9065 - logcount_predictions_loss: 0.2792 131/2425 [>.............................] - ETA: 21:40 - loss: 596.7614 - logits_profile_predictions_loss: 591.9586 - logcount_predictions_loss: 0.2792 132/2425 [>.............................] - ETA: 21:39 - loss: 596.8130 - logits_profile_predictions_loss: 592.0105 - logcount_predictions_loss: 0.2792 133/2425 [>.............................] - ETA: 21:38 - loss: 596.8671 - logits_profile_predictions_loss: 592.0648 - logcount_predictions_loss: 0.2792 134/2425 [>.............................] - ETA: 21:38 - loss: 596.9184 - logits_profile_predictions_loss: 592.1163 - logcount_predictions_loss: 0.2792 135/2425 [>.............................] - ETA: 21:37 - loss: 596.9673 - logits_profile_predictions_loss: 592.1654 - logcount_predictions_loss: 0.2792 136/2425 [>.............................] - ETA: 21:37 - loss: 597.0205 - logits_profile_predictions_loss: 592.2188 - logcount_predictions_loss: 0.2792 137/2425 [>.............................] - ETA: 21:36 - loss: 597.0725 - logits_profile_predictions_loss: 592.2710 - logcount_predictions_loss: 0.2792 138/2425 [>.............................] - ETA: 21:36 - loss: 597.1220 - logits_profile_predictions_loss: 592.3205 - logcount_predictions_loss: 0.2791 139/2425 [>.............................] - ETA: 21:35 - loss: 597.1730 - logits_profile_predictions_loss: 592.3716 - logcount_predictions_loss: 0.2791 140/2425 [>.............................] - ETA: 21:35 - loss: 597.2250 - logits_profile_predictions_loss: 592.4236 - logcount_predictions_loss: 0.2791 141/2425 [>.............................] - ETA: 21:34 - loss: 597.2794 - logits_profile_predictions_loss: 592.4779 - logcount_predictions_loss: 0.2792 142/2425 [>.............................] - ETA: 21:33 - loss: 597.3304 - logits_profile_predictions_loss: 592.5288 - logcount_predictions_loss: 0.2792 143/2425 [>.............................] - ETA: 21:33 - loss: 597.3784 - logits_profile_predictions_loss: 592.5768 - logcount_predictions_loss: 0.2792 144/2425 [>.............................] - ETA: 21:32 - loss: 597.4254 - logits_profile_predictions_loss: 592.6238 - logcount_predictions_loss: 0.2792 145/2425 [>.............................] - ETA: 21:32 - loss: 597.4740 - logits_profile_predictions_loss: 592.6724 - logcount_predictions_loss: 0.2792 146/2425 [>.............................] - ETA: 21:31 - loss: 597.5205 - 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logits_profile_predictions_loss: 593.2337 - logcount_predictions_loss: 0.2794 160/2425 [>.............................] - ETA: 21:23 - loss: 598.0731 - logits_profile_predictions_loss: 593.2675 - logcount_predictions_loss: 0.2794 161/2425 [>.............................] - ETA: 21:23 - loss: 598.1041 - logits_profile_predictions_loss: 593.2981 - logcount_predictions_loss: 0.2794 162/2425 [=>............................] - ETA: 21:22 - loss: 598.1340 - logits_profile_predictions_loss: 593.3275 - logcount_predictions_loss: 0.2794 163/2425 [=>............................] - ETA: 21:22 - loss: 598.1623 - logits_profile_predictions_loss: 593.3552 - logcount_predictions_loss: 0.2795 164/2425 [=>............................] - ETA: 21:21 - loss: 598.1936 - logits_profile_predictions_loss: 593.3859 - logcount_predictions_loss: 0.2795 165/2425 [=>............................] - ETA: 21:20 - loss: 598.2232 - logits_profile_predictions_loss: 593.4151 - logcount_predictions_loss: 0.2795 166/2425 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logits_profile_predictions_loss: 593.6252 - logcount_predictions_loss: 0.2798 173/2425 [=>............................] - ETA: 21:16 - loss: 598.4634 - logits_profile_predictions_loss: 593.6497 - logcount_predictions_loss: 0.2799 174/2425 [=>............................] - ETA: 21:15 - loss: 598.4864 - logits_profile_predictions_loss: 593.6720 - logcount_predictions_loss: 0.2799 175/2425 [=>............................] - ETA: 21:15 - loss: 598.5098 - logits_profile_predictions_loss: 593.6946 - logcount_predictions_loss: 0.2799 176/2425 [=>............................] - ETA: 21:14 - loss: 598.5343 - logits_profile_predictions_loss: 593.7183 - logcount_predictions_loss: 0.2800 177/2425 [=>............................] - ETA: 21:14 - loss: 598.5588 - logits_profile_predictions_loss: 593.7421 - logcount_predictions_loss: 0.2800 178/2425 [=>............................] - ETA: 21:13 - loss: 598.5819 - logits_profile_predictions_loss: 593.7644 - logcount_predictions_loss: 0.2801 179/2425 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logits_profile_predictions_loss: 593.8922 - logcount_predictions_loss: 0.2804 186/2425 [=>............................] - ETA: 21:09 - loss: 598.7330 - logits_profile_predictions_loss: 593.9094 - logcount_predictions_loss: 0.2804 187/2425 [=>............................] - ETA: 21:08 - loss: 598.7501 - logits_profile_predictions_loss: 593.9257 - logcount_predictions_loss: 0.2805 188/2425 [=>............................] - ETA: 21:08 - loss: 598.7668 - logits_profile_predictions_loss: 593.9417 - logcount_predictions_loss: 0.2805 189/2425 [=>............................] - ETA: 21:07 - loss: 598.7838 - logits_profile_predictions_loss: 593.9580 - logcount_predictions_loss: 0.2806 190/2425 [=>............................] - ETA: 21:06 - loss: 598.8008 - logits_profile_predictions_loss: 593.9743 - logcount_predictions_loss: 0.2806 191/2425 [=>............................] - ETA: 21:06 - loss: 598.8194 - logits_profile_predictions_loss: 593.9922 - logcount_predictions_loss: 0.2806 192/2425 [=>............................] - ETA: 21:05 - loss: 598.8351 - logits_profile_predictions_loss: 594.0072 - logcount_predictions_loss: 0.2807 193/2425 [=>............................] - ETA: 21:05 - loss: 598.8523 - logits_profile_predictions_loss: 594.0238 - logcount_predictions_loss: 0.2807 194/2425 [=>............................] - ETA: 21:04 - loss: 598.8690 - logits_profile_predictions_loss: 594.0398 - logcount_predictions_loss: 0.2808 195/2425 [=>............................] - ETA: 21:04 - loss: 598.8831 - logits_profile_predictions_loss: 594.0532 - logcount_predictions_loss: 0.2808 196/2425 [=>............................] - ETA: 21:03 - loss: 598.8974 - logits_profile_predictions_loss: 594.0669 - logcount_predictions_loss: 0.2808 197/2425 [=>............................] - ETA: 21:02 - loss: 598.9094 - logits_profile_predictions_loss: 594.0782 - logcount_predictions_loss: 0.2809 198/2425 [=>............................] - ETA: 21:02 - loss: 598.9225 - 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[==>...........................] - ETA: 20:28 - loss: 599.1215 - logits_profile_predictions_loss: 594.2640 - logcount_predictions_loss: 0.2824 258/2425 [==>...........................] - ETA: 20:28 - loss: 599.1275 - logits_profile_predictions_loss: 594.2697 - logcount_predictions_loss: 0.2824 259/2425 [==>...........................] - ETA: 20:27 - loss: 599.1329 - logits_profile_predictions_loss: 594.2747 - logcount_predictions_loss: 0.2824 260/2425 [==>...........................] - ETA: 20:27 - loss: 599.1413 - logits_profile_predictions_loss: 594.2828 - logcount_predictions_loss: 0.2825 261/2425 [==>...........................] - ETA: 20:26 - loss: 599.1501 - logits_profile_predictions_loss: 594.2912 - logcount_predictions_loss: 0.2825 262/2425 [==>...........................] - ETA: 20:26 - loss: 599.1576 - logits_profile_predictions_loss: 594.2984 - logcount_predictions_loss: 0.2825 263/2425 [==>...........................] - ETA: 20:25 - loss: 599.1641 - 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[============================>.] - ETA: 42s - loss: 601.5037 - logits_profile_predictions_loss: 596.6289 - logcount_predictions_loss: 0.2834 2351/2425 [============================>.] - ETA: 41s - loss: 601.5035 - logits_profile_predictions_loss: 596.6286 - logcount_predictions_loss: 0.2834 2352/2425 [============================>.] - ETA: 41s - loss: 601.5033 - logits_profile_predictions_loss: 596.6284 - logcount_predictions_loss: 0.2834 2353/2425 [============================>.] - ETA: 40s - loss: 601.5031 - logits_profile_predictions_loss: 596.6282 - logcount_predictions_loss: 0.2834 2354/2425 [============================>.] - ETA: 40s - loss: 601.5028 - logits_profile_predictions_loss: 596.6280 - logcount_predictions_loss: 0.2834 2355/2425 [============================>.] - ETA: 39s - loss: 601.5026 - logits_profile_predictions_loss: 596.6278 - logcount_predictions_loss: 0.2834 2356/2425 [============================>.] - ETA: 39s - loss: 601.5024 - 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[============================>.] - ETA: 27s - loss: 601.4979 - logits_profile_predictions_loss: 596.6233 - logcount_predictions_loss: 0.2834 2377/2425 [============================>.] - ETA: 27s - loss: 601.4977 - logits_profile_predictions_loss: 596.6231 - logcount_predictions_loss: 0.2834 2378/2425 [============================>.] - ETA: 26s - loss: 601.4974 - logits_profile_predictions_loss: 596.6229 - logcount_predictions_loss: 0.2834 2379/2425 [============================>.] - ETA: 26s - loss: 601.4972 - logits_profile_predictions_loss: 596.6227 - logcount_predictions_loss: 0.2834 2380/2425 [============================>.] - ETA: 25s - loss: 601.4970 - logits_profile_predictions_loss: 596.6225 - logcount_predictions_loss: 0.2834 2381/2425 [============================>.] - ETA: 24s - loss: 601.4968 - logits_profile_predictions_loss: 596.6223 - logcount_predictions_loss: 0.2834 2382/2425 [============================>.] - ETA: 24s - loss: 601.4965 - 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[============================>.] - ETA: 20s - loss: 601.4953 - logits_profile_predictions_loss: 596.6209 - logcount_predictions_loss: 0.2834 2390/2425 [============================>.] - ETA: 19s - loss: 601.4951 - logits_profile_predictions_loss: 596.6207 - logcount_predictions_loss: 0.2834 2391/2425 [============================>.] - ETA: 19s - loss: 601.4949 - logits_profile_predictions_loss: 596.6205 - logcount_predictions_loss: 0.2834 2392/2425 [============================>.] - ETA: 18s - loss: 601.4947 - logits_profile_predictions_loss: 596.6203 - logcount_predictions_loss: 0.2834 2393/2425 [============================>.] - ETA: 18s - loss: 601.4945 - logits_profile_predictions_loss: 596.6201 - logcount_predictions_loss: 0.2834 2394/2425 [============================>.] - ETA: 17s - loss: 601.4943 - logits_profile_predictions_loss: 596.6200 - logcount_predictions_loss: 0.2834 2395/2425 [============================>.] - ETA: 17s - loss: 601.4941 - 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[============================>.] - ETA: 13s - loss: 601.4926 - logits_profile_predictions_loss: 596.6184 - logcount_predictions_loss: 0.2834 2403/2425 [============================>.] - ETA: 12s - loss: 601.4924 - logits_profile_predictions_loss: 596.6182 - logcount_predictions_loss: 0.2834 2404/2425 [============================>.] - ETA: 11s - loss: 601.4922 - logits_profile_predictions_loss: 596.6180 - logcount_predictions_loss: 0.2834 2405/2425 [============================>.] - ETA: 11s - loss: 601.4920 - logits_profile_predictions_loss: 596.6178 - logcount_predictions_loss: 0.2834 2406/2425 [============================>.] - ETA: 10s - loss: 601.4918 - logits_profile_predictions_loss: 596.6176 - logcount_predictions_loss: 0.2834 2407/2425 [============================>.] - ETA: 10s - loss: 601.4915 - logits_profile_predictions_loss: 596.6174 - logcount_predictions_loss: 0.2834 2408/2425 [============================>.] - ETA: 9s - loss: 601.4914 - logits_profile_predictions_loss: 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2422/2425 [============================>.] - ETA: 1s - loss: 601.4887 - logits_profile_predictions_loss: 596.6147 - logcount_predictions_loss: 0.2834 2423/2425 [============================>.] - ETA: 1s - loss: 601.4885 - logits_profile_predictions_loss: 596.6145 - logcount_predictions_loss: 0.2834 2424/2425 [============================>.] - ETA: 0s - loss: 601.4883 - logits_profile_predictions_loss: 596.6143 - logcount_predictions_loss: 0.2834 2425/2425 [==============================] - ETA: 0s - loss: 601.4881 - logits_profile_predictions_loss: 596.6141 - logcount_predictions_loss: 0.2834 2425/2425 [==============================] - 1427s 588ms/step - loss: 601.4879 - logits_profile_predictions_loss: 596.6140 - logcount_predictions_loss: 0.2834 - val_loss: 584.3677 - val_logits_profile_predictions_loss: 579.3911 - val_logcount_predictions_loss: 0.2893 Epoch 00007: val_loss did not improve from 580.92566 Epoch 8/50 1/2425 [..............................] - ETA: 23:49 - loss: 583.9703 - logits_profile_predictions_loss: 579.9943 - logcount_predictions_loss: 0.2312 2/2425 [..............................] - ETA: 22:51 - loss: 608.4796 - logits_profile_predictions_loss: 604.4058 - logcount_predictions_loss: 0.2369 3/2425 [..............................] - ETA: 22:50 - loss: 616.2512 - logits_profile_predictions_loss: 611.9184 - logcount_predictions_loss: 0.2519 4/2425 [..............................] - ETA: 22:51 - loss: 620.0174 - logits_profile_predictions_loss: 615.4721 - logcount_predictions_loss: 0.2643 5/2425 [..............................] - ETA: 22:50 - loss: 618.1604 - logits_profile_predictions_loss: 613.3709 - logcount_predictions_loss: 0.2785 6/2425 [..............................] - ETA: 22:50 - loss: 617.3570 - logits_profile_predictions_loss: 612.4444 - logcount_predictions_loss: 0.2856 7/2425 [..............................] - ETA: 22:50 - loss: 616.0560 - logits_profile_predictions_loss: 611.0741 - logcount_predictions_loss: 0.2896 8/2425 [..............................] - ETA: 22:49 - loss: 614.3818 - logits_profile_predictions_loss: 609.3081 - logcount_predictions_loss: 0.2950 9/2425 [..............................] - ETA: 22:49 - loss: 612.6432 - logits_profile_predictions_loss: 607.5094 - logcount_predictions_loss: 0.2985 10/2425 [..............................] - ETA: 22:48 - loss: 611.0437 - logits_profile_predictions_loss: 605.8633 - logcount_predictions_loss: 0.3012 11/2425 [..............................] - ETA: 22:48 - loss: 609.5653 - logits_profile_predictions_loss: 604.3575 - logcount_predictions_loss: 0.3028 12/2425 [..............................] - ETA: 22:47 - loss: 608.1626 - logits_profile_predictions_loss: 602.9250 - logcount_predictions_loss: 0.3045 13/2425 [..............................] - ETA: 22:46 - loss: 607.0074 - logits_profile_predictions_loss: 601.7462 - logcount_predictions_loss: 0.3059 14/2425 [..............................] - ETA: 22:46 - loss: 606.2133 - logits_profile_predictions_loss: 600.9394 - logcount_predictions_loss: 0.3066 15/2425 [..............................] - ETA: 22:45 - loss: 606.0453 - logits_profile_predictions_loss: 600.7659 - logcount_predictions_loss: 0.3069 16/2425 [..............................] - ETA: 22:45 - loss: 605.9212 - logits_profile_predictions_loss: 600.6390 - logcount_predictions_loss: 0.3071 17/2425 [..............................] - ETA: 22:44 - loss: 605.9388 - logits_profile_predictions_loss: 600.6579 - logcount_predictions_loss: 0.3070 18/2425 [..............................] - ETA: 22:43 - loss: 605.9879 - logits_profile_predictions_loss: 600.7054 - logcount_predictions_loss: 0.3071 19/2425 [..............................] - ETA: 22:43 - loss: 606.1641 - logits_profile_predictions_loss: 600.8834 - logcount_predictions_loss: 0.3070 20/2425 [..............................] - ETA: 22:42 - loss: 606.4099 - logits_profile_predictions_loss: 601.1341 - logcount_predictions_loss: 0.3067 21/2425 [..............................] - ETA: 22:42 - loss: 606.4886 - logits_profile_predictions_loss: 601.2157 - logcount_predictions_loss: 0.3066 22/2425 [..............................] - ETA: 22:41 - loss: 606.5905 - logits_profile_predictions_loss: 601.3163 - logcount_predictions_loss: 0.3066 23/2425 [..............................] - ETA: 22:41 - loss: 606.6772 - logits_profile_predictions_loss: 601.4036 - logcount_predictions_loss: 0.3066 24/2425 [..............................] - ETA: 22:40 - loss: 606.7218 - logits_profile_predictions_loss: 601.4496 - logcount_predictions_loss: 0.3065 25/2425 [..............................] - ETA: 22:40 - loss: 606.7261 - logits_profile_predictions_loss: 601.4488 - logcount_predictions_loss: 0.3068 26/2425 [..............................] - ETA: 22:39 - loss: 606.7374 - logits_profile_predictions_loss: 601.4558 - logcount_predictions_loss: 0.3071 27/2425 [..............................] - ETA: 22:38 - loss: 606.7307 - logits_profile_predictions_loss: 601.4471 - logcount_predictions_loss: 0.3072 28/2425 [..............................] - ETA: 22:38 - loss: 606.7040 - logits_profile_predictions_loss: 601.4181 - logcount_predictions_loss: 0.3073 29/2425 [..............................] - ETA: 22:37 - loss: 606.6399 - logits_profile_predictions_loss: 601.3556 - logcount_predictions_loss: 0.3072 30/2425 [..............................] - ETA: 22:37 - loss: 606.5423 - logits_profile_predictions_loss: 601.2596 - logcount_predictions_loss: 0.3071 31/2425 [..............................] - ETA: 22:36 - loss: 606.4505 - logits_profile_predictions_loss: 601.1687 - logcount_predictions_loss: 0.3071 32/2425 [..............................] - ETA: 22:35 - loss: 606.3673 - logits_profile_predictions_loss: 601.0882 - logcount_predictions_loss: 0.3069 33/2425 [..............................] - ETA: 22:35 - loss: 606.2517 - logits_profile_predictions_loss: 600.9781 - logcount_predictions_loss: 0.3066 34/2425 [..............................] - ETA: 22:34 - loss: 606.1928 - logits_profile_predictions_loss: 600.9250 - logcount_predictions_loss: 0.3063 35/2425 [..............................] - ETA: 22:34 - loss: 606.1442 - logits_profile_predictions_loss: 600.8825 - logcount_predictions_loss: 0.3059 36/2425 [..............................] - ETA: 22:33 - loss: 606.1177 - logits_profile_predictions_loss: 600.8624 - logcount_predictions_loss: 0.3055 37/2425 [..............................] - ETA: 22:32 - loss: 606.0950 - logits_profile_predictions_loss: 600.8460 - logcount_predictions_loss: 0.3052 38/2425 [..............................] - ETA: 22:32 - loss: 606.0437 - logits_profile_predictions_loss: 600.8012 - logcount_predictions_loss: 0.3048 39/2425 [..............................] - ETA: 22:31 - loss: 605.9566 - logits_profile_predictions_loss: 600.7209 - logcount_predictions_loss: 0.3044 40/2425 [..............................] - ETA: 22:31 - loss: 605.8044 - 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logits_profile_predictions_loss: 595.7182 - logcount_predictions_loss: 0.2765 2394/2425 [============================>.] - ETA: 17s - loss: 600.4734 - logits_profile_predictions_loss: 595.7177 - logcount_predictions_loss: 0.2765 2395/2425 [============================>.] - ETA: 16s - loss: 600.4730 - logits_profile_predictions_loss: 595.7173 - logcount_predictions_loss: 0.2765 2396/2425 [============================>.] - ETA: 16s - loss: 600.4725 - logits_profile_predictions_loss: 595.7168 - logcount_predictions_loss: 0.2765 2397/2425 [============================>.] - ETA: 15s - loss: 600.4720 - logits_profile_predictions_loss: 595.7164 - logcount_predictions_loss: 0.2765 2398/2425 [============================>.] - ETA: 15s - loss: 600.4716 - logits_profile_predictions_loss: 595.7160 - logcount_predictions_loss: 0.2765 2399/2425 [============================>.] - ETA: 14s - loss: 600.4711 - logits_profile_predictions_loss: 595.7155 - logcount_predictions_loss: 0.2765 2400/2425 [============================>.] - ETA: 14s - loss: 600.4707 - logits_profile_predictions_loss: 595.7151 - logcount_predictions_loss: 0.2765 2401/2425 [============================>.] - ETA: 13s - loss: 600.4703 - logits_profile_predictions_loss: 595.7147 - logcount_predictions_loss: 0.2765 2402/2425 [============================>.] - ETA: 13s - loss: 600.4699 - logits_profile_predictions_loss: 595.7143 - logcount_predictions_loss: 0.2765 2403/2425 [============================>.] - ETA: 12s - loss: 600.4694 - logits_profile_predictions_loss: 595.7139 - logcount_predictions_loss: 0.2765 2404/2425 [============================>.] - ETA: 11s - loss: 600.4690 - logits_profile_predictions_loss: 595.7135 - logcount_predictions_loss: 0.2765 2405/2425 [============================>.] - ETA: 11s - loss: 600.4686 - logits_profile_predictions_loss: 595.7130 - logcount_predictions_loss: 0.2765 2406/2425 [============================>.] - ETA: 10s - loss: 600.4681 - logits_profile_predictions_loss: 595.7126 - logcount_predictions_loss: 0.2765 2407/2425 [============================>.] - ETA: 10s - loss: 600.4676 - logits_profile_predictions_loss: 595.7121 - logcount_predictions_loss: 0.2765 2408/2425 [============================>.] - ETA: 9s - loss: 600.4672 - logits_profile_predictions_loss: 595.7117 - logcount_predictions_loss: 0.2765  2409/2425 [============================>.] - ETA: 9s - loss: 600.4667 - logits_profile_predictions_loss: 595.7112 - logcount_predictions_loss: 0.2765 2410/2425 [============================>.] - ETA: 8s - loss: 600.4662 - logits_profile_predictions_loss: 595.7108 - logcount_predictions_loss: 0.2765 2411/2425 [============================>.] - ETA: 7s - loss: 600.4657 - logits_profile_predictions_loss: 595.7103 - logcount_predictions_loss: 0.2765 2412/2425 [============================>.] - ETA: 7s - loss: 600.4653 - logits_profile_predictions_loss: 595.7099 - logcount_predictions_loss: 0.2765 2413/2425 [============================>.] - ETA: 6s - loss: 600.4648 - logits_profile_predictions_loss: 595.7094 - logcount_predictions_loss: 0.2765 2414/2425 [============================>.] - ETA: 6s - loss: 600.4644 - logits_profile_predictions_loss: 595.7090 - logcount_predictions_loss: 0.2765 2415/2425 [============================>.] - ETA: 5s - loss: 600.4639 - logits_profile_predictions_loss: 595.7086 - logcount_predictions_loss: 0.2765 2416/2425 [============================>.] - ETA: 5s - loss: 600.4635 - logits_profile_predictions_loss: 595.7081 - logcount_predictions_loss: 0.2765 2417/2425 [============================>.] - ETA: 4s - loss: 600.4630 - logits_profile_predictions_loss: 595.7077 - logcount_predictions_loss: 0.2765 2418/2425 [============================>.] - ETA: 3s - loss: 600.4626 - logits_profile_predictions_loss: 595.7073 - logcount_predictions_loss: 0.2765 2419/2425 [============================>.] - ETA: 3s - loss: 600.4621 - logits_profile_predictions_loss: 595.7068 - logcount_predictions_loss: 0.2765 2420/2425 [============================>.] - ETA: 2s - loss: 600.4617 - logits_profile_predictions_loss: 595.7064 - logcount_predictions_loss: 0.2765 2421/2425 [============================>.] - ETA: 2s - loss: 600.4612 - logits_profile_predictions_loss: 595.7059 - logcount_predictions_loss: 0.2765 2422/2425 [============================>.] - ETA: 1s - loss: 600.4607 - logits_profile_predictions_loss: 595.7055 - logcount_predictions_loss: 0.2765 2423/2425 [============================>.] - ETA: 1s - loss: 600.4603 - logits_profile_predictions_loss: 595.7050 - logcount_predictions_loss: 0.2765 2424/2425 [============================>.] - ETA: 0s - loss: 600.4598 - logits_profile_predictions_loss: 595.7046 - logcount_predictions_loss: 0.2765 2425/2425 [==============================] - ETA: 0s - loss: 600.4593 - logits_profile_predictions_loss: 595.7041 - logcount_predictions_loss: 0.2765 2425/2425 [==============================] - 1426s 588ms/step - loss: 600.4589 - logits_profile_predictions_loss: 595.7037 - logcount_predictions_loss: 0.2765 - val_loss: 586.5037 - val_logits_profile_predictions_loss: 581.6976 - val_logcount_predictions_loss: 0.2794 Epoch 00008: val_loss did not improve from 580.92566 Epoch 9/50 1/2425 [..............................] - ETA: 23:30 - loss: 614.1340 - logits_profile_predictions_loss: 609.9592 - logcount_predictions_loss: 0.2427 2/2425 [..............................] - ETA: 22:53 - loss: 612.7239 - logits_profile_predictions_loss: 608.5435 - logcount_predictions_loss: 0.2430 3/2425 [..............................] - ETA: 22:51 - loss: 616.3314 - logits_profile_predictions_loss: 612.1769 - logcount_predictions_loss: 0.2415 4/2425 [..............................] - ETA: 22:51 - loss: 622.1374 - logits_profile_predictions_loss: 617.9630 - logcount_predictions_loss: 0.2427 5/2425 [..............................] - ETA: 22:50 - loss: 625.3338 - logits_profile_predictions_loss: 621.0736 - logcount_predictions_loss: 0.2477 6/2425 [..............................] - ETA: 22:49 - loss: 626.5812 - logits_profile_predictions_loss: 622.2841 - logcount_predictions_loss: 0.2498 7/2425 [..............................] - ETA: 22:48 - loss: 627.0712 - logits_profile_predictions_loss: 622.7408 - logcount_predictions_loss: 0.2518 8/2425 [..............................] - ETA: 22:48 - loss: 627.2795 - logits_profile_predictions_loss: 622.9290 - logcount_predictions_loss: 0.2529 9/2425 [..............................] - ETA: 22:47 - loss: 627.2491 - logits_profile_predictions_loss: 622.8702 - logcount_predictions_loss: 0.2546 10/2425 [..............................] - ETA: 22:46 - loss: 626.4852 - logits_profile_predictions_loss: 622.0872 - logcount_predictions_loss: 0.2557 11/2425 [..............................] - ETA: 22:46 - loss: 626.5714 - logits_profile_predictions_loss: 622.1630 - logcount_predictions_loss: 0.2563 12/2425 [..............................] - ETA: 22:45 - loss: 626.7817 - logits_profile_predictions_loss: 622.3664 - logcount_predictions_loss: 0.2567 13/2425 [..............................] - ETA: 22:45 - loss: 626.5781 - logits_profile_predictions_loss: 622.1603 - logcount_predictions_loss: 0.2568 14/2425 [..............................] - ETA: 22:44 - loss: 625.7781 - logits_profile_predictions_loss: 621.3648 - logcount_predictions_loss: 0.2566 15/2425 [..............................] - ETA: 22:43 - loss: 624.9097 - logits_profile_predictions_loss: 620.5021 - logcount_predictions_loss: 0.2563 16/2425 [..............................] - ETA: 22:43 - loss: 624.4325 - logits_profile_predictions_loss: 620.0291 - logcount_predictions_loss: 0.2560 17/2425 [..............................] - ETA: 22:42 - loss: 624.0543 - logits_profile_predictions_loss: 619.6555 - logcount_predictions_loss: 0.2557 18/2425 [..............................] - ETA: 22:42 - loss: 624.0094 - logits_profile_predictions_loss: 619.6176 - logcount_predictions_loss: 0.2553 19/2425 [..............................] - ETA: 22:41 - loss: 623.8258 - logits_profile_predictions_loss: 619.4400 - logcount_predictions_loss: 0.2550 20/2425 [..............................] - ETA: 22:40 - loss: 623.6601 - logits_profile_predictions_loss: 619.2802 - logcount_predictions_loss: 0.2546 21/2425 [..............................] - ETA: 22:40 - loss: 623.5048 - logits_profile_predictions_loss: 619.1327 - logcount_predictions_loss: 0.2542 22/2425 [..............................] - ETA: 22:39 - loss: 623.3930 - logits_profile_predictions_loss: 619.0284 - logcount_predictions_loss: 0.2538 23/2425 [..............................] - ETA: 22:39 - loss: 623.4002 - logits_profile_predictions_loss: 619.0423 - logcount_predictions_loss: 0.2534 24/2425 [..............................] - ETA: 22:38 - loss: 623.4537 - logits_profile_predictions_loss: 619.1040 - logcount_predictions_loss: 0.2529 25/2425 [..............................] - ETA: 22:38 - loss: 623.5970 - logits_profile_predictions_loss: 619.2528 - logcount_predictions_loss: 0.2526 26/2425 [..............................] - ETA: 22:37 - loss: 623.5649 - logits_profile_predictions_loss: 619.2260 - logcount_predictions_loss: 0.2523 27/2425 [..............................] - ETA: 22:37 - loss: 623.5423 - logits_profile_predictions_loss: 619.2067 - logcount_predictions_loss: 0.2521 28/2425 [..............................] - ETA: 22:36 - loss: 623.5073 - logits_profile_predictions_loss: 619.1743 - logcount_predictions_loss: 0.2519 29/2425 [..............................] - ETA: 22:37 - loss: 623.3950 - logits_profile_predictions_loss: 619.0641 - logcount_predictions_loss: 0.2518 30/2425 [..............................] - ETA: 22:36 - loss: 623.2415 - logits_profile_predictions_loss: 618.9130 - logcount_predictions_loss: 0.2517 31/2425 [..............................] - ETA: 22:35 - loss: 622.9980 - logits_profile_predictions_loss: 618.6721 - logcount_predictions_loss: 0.2515 32/2425 [..............................] - ETA: 22:35 - loss: 622.8065 - logits_profile_predictions_loss: 618.4795 - logcount_predictions_loss: 0.2516 33/2425 [..............................] - ETA: 22:34 - loss: 622.5750 - logits_profile_predictions_loss: 618.2472 - logcount_predictions_loss: 0.2516 34/2425 [..............................] - ETA: 22:34 - loss: 622.3127 - logits_profile_predictions_loss: 617.9841 - logcount_predictions_loss: 0.2517 35/2425 [..............................] - ETA: 22:33 - loss: 622.0771 - logits_profile_predictions_loss: 617.7472 - logcount_predictions_loss: 0.2517 36/2425 [..............................] - ETA: 22:32 - loss: 621.8007 - logits_profile_predictions_loss: 617.4703 - logcount_predictions_loss: 0.2518 37/2425 [..............................] - ETA: 22:32 - loss: 621.4834 - logits_profile_predictions_loss: 617.1523 - logcount_predictions_loss: 0.2518 38/2425 [..............................] - ETA: 22:31 - loss: 621.0846 - logits_profile_predictions_loss: 616.7532 - logcount_predictions_loss: 0.2518 39/2425 [..............................] - ETA: 22:31 - loss: 620.7164 - logits_profile_predictions_loss: 616.3853 - logcount_predictions_loss: 0.2518 40/2425 [..............................] - ETA: 22:30 - loss: 620.2987 - logits_profile_predictions_loss: 615.9684 - logcount_predictions_loss: 0.2518 41/2425 [..............................] - ETA: 22:29 - loss: 619.9142 - logits_profile_predictions_loss: 615.5839 - logcount_predictions_loss: 0.2518 42/2425 [..............................] - ETA: 22:29 - loss: 619.5508 - logits_profile_predictions_loss: 615.2189 - logcount_predictions_loss: 0.2519 43/2425 [..............................] - ETA: 22:28 - loss: 619.1540 - logits_profile_predictions_loss: 614.8207 - logcount_predictions_loss: 0.2519 44/2425 [..............................] - ETA: 22:28 - loss: 618.7720 - logits_profile_predictions_loss: 614.4375 - logcount_predictions_loss: 0.2520 45/2425 [..............................] - ETA: 22:27 - loss: 618.4734 - logits_profile_predictions_loss: 614.1375 - logcount_predictions_loss: 0.2521 46/2425 [..............................] - ETA: 22:27 - loss: 618.2134 - logits_profile_predictions_loss: 613.8759 - logcount_predictions_loss: 0.2522 47/2425 [..............................] - ETA: 22:26 - loss: 617.9925 - logits_profile_predictions_loss: 613.6540 - logcount_predictions_loss: 0.2522 48/2425 [..............................] - ETA: 22:25 - loss: 617.7933 - logits_profile_predictions_loss: 613.4540 - logcount_predictions_loss: 0.2523 49/2425 [..............................] - ETA: 22:25 - loss: 617.5692 - logits_profile_predictions_loss: 613.2288 - logcount_predictions_loss: 0.2524 50/2425 [..............................] - ETA: 22:24 - loss: 617.3486 - logits_profile_predictions_loss: 613.0072 - logcount_predictions_loss: 0.2524 51/2425 [..............................] - ETA: 22:24 - loss: 617.1096 - logits_profile_predictions_loss: 612.7666 - logcount_predictions_loss: 0.2525 52/2425 [..............................] - ETA: 22:23 - loss: 616.8914 - logits_profile_predictions_loss: 612.5469 - logcount_predictions_loss: 0.2526 53/2425 [..............................] - ETA: 22:22 - loss: 616.6714 - logits_profile_predictions_loss: 612.3253 - logcount_predictions_loss: 0.2527 54/2425 [..............................] - ETA: 22:22 - loss: 616.4442 - logits_profile_predictions_loss: 612.0970 - logcount_predictions_loss: 0.2527 55/2425 [..............................] - ETA: 22:21 - loss: 616.2128 - logits_profile_predictions_loss: 611.8649 - logcount_predictions_loss: 0.2528 56/2425 [..............................] - ETA: 22:21 - loss: 616.0017 - logits_profile_predictions_loss: 611.6528 - logcount_predictions_loss: 0.2528 57/2425 [..............................] - ETA: 22:20 - loss: 615.8165 - logits_profile_predictions_loss: 611.4665 - logcount_predictions_loss: 0.2529 58/2425 [..............................] - ETA: 22:20 - loss: 615.6420 - logits_profile_predictions_loss: 611.2912 - logcount_predictions_loss: 0.2529 59/2425 [..............................] - ETA: 22:19 - loss: 615.4923 - logits_profile_predictions_loss: 611.1412 - logcount_predictions_loss: 0.2530 60/2425 [..............................] - ETA: 22:18 - loss: 615.3502 - logits_profile_predictions_loss: 610.9977 - logcount_predictions_loss: 0.2530 61/2425 [..............................] - ETA: 22:18 - loss: 615.2340 - logits_profile_predictions_loss: 610.8801 - logcount_predictions_loss: 0.2531 62/2425 [..............................] - ETA: 22:17 - loss: 615.1147 - logits_profile_predictions_loss: 610.7595 - logcount_predictions_loss: 0.2532 63/2425 [..............................] - ETA: 22:17 - loss: 614.9833 - logits_profile_predictions_loss: 610.6270 - logcount_predictions_loss: 0.2533 64/2425 [..............................] - ETA: 22:16 - loss: 614.8663 - logits_profile_predictions_loss: 610.5091 - logcount_predictions_loss: 0.2533 65/2425 [..............................] - ETA: 22:16 - loss: 614.7721 - logits_profile_predictions_loss: 610.4136 - logcount_predictions_loss: 0.2534 66/2425 [..............................] - ETA: 22:15 - loss: 614.6786 - logits_profile_predictions_loss: 610.3190 - logcount_predictions_loss: 0.2535 67/2425 [..............................] - ETA: 22:15 - loss: 614.5805 - logits_profile_predictions_loss: 610.2202 - logcount_predictions_loss: 0.2535 68/2425 [..............................] - ETA: 22:14 - loss: 614.4701 - logits_profile_predictions_loss: 610.1095 - logcount_predictions_loss: 0.2535 69/2425 [..............................] - ETA: 22:13 - loss: 614.3678 - logits_profile_predictions_loss: 610.0065 - logcount_predictions_loss: 0.2536 70/2425 [..............................] - ETA: 22:13 - loss: 614.2812 - logits_profile_predictions_loss: 609.9195 - logcount_predictions_loss: 0.2536 71/2425 [..............................] - ETA: 22:12 - loss: 614.2022 - logits_profile_predictions_loss: 609.8398 - logcount_predictions_loss: 0.2536 72/2425 [..............................] - ETA: 22:12 - loss: 614.1311 - logits_profile_predictions_loss: 609.7681 - logcount_predictions_loss: 0.2537 73/2425 [..............................] - ETA: 22:11 - loss: 614.0566 - logits_profile_predictions_loss: 609.6930 - logcount_predictions_loss: 0.2537 74/2425 [..............................] - ETA: 22:10 - loss: 613.9725 - logits_profile_predictions_loss: 609.6083 - logcount_predictions_loss: 0.2537 75/2425 [..............................] - ETA: 22:10 - loss: 613.8862 - logits_profile_predictions_loss: 609.5216 - logcount_predictions_loss: 0.2538 76/2425 [..............................] - ETA: 22:09 - loss: 613.8018 - logits_profile_predictions_loss: 609.4368 - logcount_predictions_loss: 0.2538 77/2425 [..............................] - ETA: 22:09 - loss: 613.7146 - logits_profile_predictions_loss: 609.3489 - logcount_predictions_loss: 0.2538 78/2425 [..............................] - ETA: 22:08 - loss: 613.6197 - logits_profile_predictions_loss: 609.2532 - logcount_predictions_loss: 0.2539 79/2425 [..............................] - ETA: 22:08 - loss: 613.5257 - logits_profile_predictions_loss: 609.1587 - logcount_predictions_loss: 0.2539 80/2425 [..............................] - ETA: 22:07 - loss: 613.4367 - logits_profile_predictions_loss: 609.0694 - logcount_predictions_loss: 0.2539 81/2425 [>.............................] - ETA: 22:06 - loss: 613.3505 - logits_profile_predictions_loss: 608.9831 - logcount_predictions_loss: 0.2539 82/2425 [>.............................] - ETA: 22:06 - loss: 613.2714 - logits_profile_predictions_loss: 608.9036 - logcount_predictions_loss: 0.2539 83/2425 [>.............................] - ETA: 22:06 - loss: 613.1896 - logits_profile_predictions_loss: 608.8215 - logcount_predictions_loss: 0.2540 84/2425 [>.............................] - ETA: 22:05 - loss: 613.0958 - logits_profile_predictions_loss: 608.7274 - logcount_predictions_loss: 0.2540 85/2425 [>.............................] - ETA: 22:05 - loss: 613.0058 - logits_profile_predictions_loss: 608.6371 - logcount_predictions_loss: 0.2540 86/2425 [>.............................] - ETA: 22:04 - loss: 612.9036 - logits_profile_predictions_loss: 608.5345 - logcount_predictions_loss: 0.2540 87/2425 [>.............................] - ETA: 22:03 - loss: 612.8007 - logits_profile_predictions_loss: 608.4311 - logcount_predictions_loss: 0.2540 88/2425 [>.............................] - ETA: 22:03 - loss: 612.7025 - logits_profile_predictions_loss: 608.3323 - logcount_predictions_loss: 0.2541 89/2425 [>.............................] - ETA: 22:02 - loss: 612.6116 - logits_profile_predictions_loss: 608.2407 - logcount_predictions_loss: 0.2541 90/2425 [>.............................] - ETA: 22:02 - loss: 612.5231 - logits_profile_predictions_loss: 608.1516 - logcount_predictions_loss: 0.2542 91/2425 [>.............................] - ETA: 22:01 - loss: 612.4306 - logits_profile_predictions_loss: 608.0587 - logcount_predictions_loss: 0.2542 92/2425 [>.............................] - ETA: 22:00 - loss: 612.3407 - logits_profile_predictions_loss: 607.9684 - logcount_predictions_loss: 0.2542 93/2425 [>.............................] - ETA: 22:00 - loss: 612.2557 - logits_profile_predictions_loss: 607.8829 - logcount_predictions_loss: 0.2542 94/2425 [>.............................] - ETA: 21:59 - loss: 612.1671 - logits_profile_predictions_loss: 607.7938 - logcount_predictions_loss: 0.2543 95/2425 [>.............................] - ETA: 21:59 - loss: 612.0911 - logits_profile_predictions_loss: 607.7173 - logcount_predictions_loss: 0.2543 96/2425 [>.............................] - ETA: 21:58 - loss: 612.0164 - logits_profile_predictions_loss: 607.6422 - logcount_predictions_loss: 0.2543 97/2425 [>.............................] - ETA: 21:58 - loss: 611.9383 - logits_profile_predictions_loss: 607.5640 - logcount_predictions_loss: 0.2543 98/2425 [>.............................] - ETA: 21:57 - loss: 611.8643 - logits_profile_predictions_loss: 607.4896 - logcount_predictions_loss: 0.2543 99/2425 [>.............................] - ETA: 21:56 - loss: 611.8055 - logits_profile_predictions_loss: 607.4305 - logcount_predictions_loss: 0.2544 100/2425 [>.............................] - ETA: 21:56 - loss: 611.7596 - logits_profile_predictions_loss: 607.3842 - logcount_predictions_loss: 0.2544 101/2425 [>.............................] - ETA: 21:55 - loss: 611.7175 - logits_profile_predictions_loss: 607.3416 - logcount_predictions_loss: 0.2544 102/2425 [>.............................] - ETA: 21:55 - loss: 611.6712 - logits_profile_predictions_loss: 607.2946 - logcount_predictions_loss: 0.2545 103/2425 [>.............................] - ETA: 21:54 - loss: 611.6172 - 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[=====>........................] - ETA: 18:09 - loss: 599.9472 - logits_profile_predictions_loss: 595.5058 - logcount_predictions_loss: 0.2582 501/2425 [=====>........................] - ETA: 18:09 - loss: 599.9393 - logits_profile_predictions_loss: 595.4978 - logcount_predictions_loss: 0.2582 502/2425 [=====>........................] - ETA: 18:08 - loss: 599.9318 - logits_profile_predictions_loss: 595.4903 - logcount_predictions_loss: 0.2582 503/2425 [=====>........................] - ETA: 18:08 - loss: 599.9245 - logits_profile_predictions_loss: 595.4829 - logcount_predictions_loss: 0.2582 504/2425 [=====>........................] - ETA: 18:07 - loss: 599.9169 - logits_profile_predictions_loss: 595.4753 - logcount_predictions_loss: 0.2582 505/2425 [=====>........................] - ETA: 18:07 - loss: 599.9092 - logits_profile_predictions_loss: 595.4675 - logcount_predictions_loss: 0.2582 506/2425 [=====>........................] - ETA: 18:06 - loss: 599.9017 - 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logits_profile_predictions_loss: 592.6553 - logcount_predictions_loss: 0.2641 2392/2425 [============================>.] - ETA: 18s - loss: 597.1974 - logits_profile_predictions_loss: 592.6555 - logcount_predictions_loss: 0.2641 2393/2425 [============================>.] - ETA: 18s - loss: 597.1976 - logits_profile_predictions_loss: 592.6556 - logcount_predictions_loss: 0.2641 2394/2425 [============================>.] - ETA: 17s - loss: 597.1977 - logits_profile_predictions_loss: 592.6558 - logcount_predictions_loss: 0.2641 2395/2425 [============================>.] - ETA: 16s - loss: 597.1979 - logits_profile_predictions_loss: 592.6560 - logcount_predictions_loss: 0.2641 2396/2425 [============================>.] - ETA: 16s - loss: 597.1981 - logits_profile_predictions_loss: 592.6561 - logcount_predictions_loss: 0.2641 2397/2425 [============================>.] - ETA: 15s - loss: 597.1982 - logits_profile_predictions_loss: 592.6563 - logcount_predictions_loss: 0.2641 2398/2425 [============================>.] - ETA: 15s - loss: 597.1984 - logits_profile_predictions_loss: 592.6564 - logcount_predictions_loss: 0.2641 2399/2425 [============================>.] - ETA: 14s - loss: 597.1986 - logits_profile_predictions_loss: 592.6566 - logcount_predictions_loss: 0.2641 2400/2425 [============================>.] - ETA: 14s - loss: 597.1988 - logits_profile_predictions_loss: 592.6568 - logcount_predictions_loss: 0.2641 2401/2425 [============================>.] - ETA: 13s - loss: 597.1990 - logits_profile_predictions_loss: 592.6570 - logcount_predictions_loss: 0.2641 2402/2425 [============================>.] - ETA: 13s - loss: 597.1992 - logits_profile_predictions_loss: 592.6572 - logcount_predictions_loss: 0.2641 2403/2425 [============================>.] - ETA: 12s - loss: 597.1994 - logits_profile_predictions_loss: 592.6573 - logcount_predictions_loss: 0.2641 2404/2425 [============================>.] - ETA: 11s - loss: 597.1996 - logits_profile_predictions_loss: 592.6575 - logcount_predictions_loss: 0.2641 2405/2425 [============================>.] - ETA: 11s - loss: 597.1997 - logits_profile_predictions_loss: 592.6577 - logcount_predictions_loss: 0.2641 2406/2425 [============================>.] - ETA: 10s - loss: 597.1999 - logits_profile_predictions_loss: 592.6578 - logcount_predictions_loss: 0.2641 2407/2425 [============================>.] - ETA: 10s - loss: 597.2001 - logits_profile_predictions_loss: 592.6580 - logcount_predictions_loss: 0.2641 2408/2425 [============================>.] - ETA: 9s - loss: 597.2003 - logits_profile_predictions_loss: 592.6582 - logcount_predictions_loss: 0.2641  2409/2425 [============================>.] - ETA: 9s - loss: 597.2004 - logits_profile_predictions_loss: 592.6583 - logcount_predictions_loss: 0.2641 2410/2425 [============================>.] - ETA: 8s - loss: 597.2006 - logits_profile_predictions_loss: 592.6584 - logcount_predictions_loss: 0.2641 2411/2425 [============================>.] - ETA: 7s - loss: 597.2007 - logits_profile_predictions_loss: 592.6586 - logcount_predictions_loss: 0.2641 2412/2425 [============================>.] - ETA: 7s - loss: 597.2009 - logits_profile_predictions_loss: 592.6587 - logcount_predictions_loss: 0.2641 2413/2425 [============================>.] - ETA: 6s - loss: 597.2011 - logits_profile_predictions_loss: 592.6589 - logcount_predictions_loss: 0.2641 2414/2425 [============================>.] - ETA: 6s - loss: 597.2012 - logits_profile_predictions_loss: 592.6590 - logcount_predictions_loss: 0.2641 2415/2425 [============================>.] - ETA: 5s - loss: 597.2013 - logits_profile_predictions_loss: 592.6591 - logcount_predictions_loss: 0.2641 2416/2425 [============================>.] - ETA: 5s - loss: 597.2015 - logits_profile_predictions_loss: 592.6593 - logcount_predictions_loss: 0.2641 2417/2425 [============================>.] - ETA: 4s - loss: 597.2016 - logits_profile_predictions_loss: 592.6594 - logcount_predictions_loss: 0.2641 2418/2425 [============================>.] - ETA: 3s - loss: 597.2018 - logits_profile_predictions_loss: 592.6595 - logcount_predictions_loss: 0.2641 2419/2425 [============================>.] - ETA: 3s - loss: 597.2019 - logits_profile_predictions_loss: 592.6597 - logcount_predictions_loss: 0.2641 2420/2425 [============================>.] - ETA: 2s - loss: 597.2021 - logits_profile_predictions_loss: 592.6598 - logcount_predictions_loss: 0.2641 2421/2425 [============================>.] - ETA: 2s - loss: 597.2022 - logits_profile_predictions_loss: 592.6599 - logcount_predictions_loss: 0.2641 2422/2425 [============================>.] - ETA: 1s - loss: 597.2023 - logits_profile_predictions_loss: 592.6600 - logcount_predictions_loss: 0.2641 2423/2425 [============================>.] - ETA: 1s - loss: 597.2025 - logits_profile_predictions_loss: 592.6602 - logcount_predictions_loss: 0.2641 2424/2425 [============================>.] - ETA: 0s - loss: 597.2026 - logits_profile_predictions_loss: 592.6603 - logcount_predictions_loss: 0.2641 2425/2425 [==============================] - ETA: 0s - loss: 597.2027 - logits_profile_predictions_loss: 592.6604 - logcount_predictions_loss: 0.2641 2425/2425 [==============================] - 1425s 588ms/step - loss: 597.2029 - logits_profile_predictions_loss: 592.6605 - logcount_predictions_loss: 0.2641 - val_loss: 585.6259 - val_logits_profile_predictions_loss: 579.2617 - val_logcount_predictions_loss: 0.3700 Epoch 00009: val_loss did not improve from 580.92566 Epoch 10/50 1/2425 [..............................] - ETA: 23:46 - loss: 517.1625 - logits_profile_predictions_loss: 509.7945 - logcount_predictions_loss: 0.4284 2/2425 [..............................] - ETA: 22:53 - loss: 530.8147 - logits_profile_predictions_loss: 523.6194 - logcount_predictions_loss: 0.4183 3/2425 [..............................] - ETA: 22:53 - loss: 535.9503 - logits_profile_predictions_loss: 529.0544 - logcount_predictions_loss: 0.4009 4/2425 [..............................] - ETA: 22:52 - loss: 545.2696 - logits_profile_predictions_loss: 538.5062 - logcount_predictions_loss: 0.3932 5/2425 [..............................] - ETA: 22:51 - loss: 553.8112 - logits_profile_predictions_loss: 547.2017 - logcount_predictions_loss: 0.3843 6/2425 [..............................] - ETA: 22:51 - loss: 559.6793 - logits_profile_predictions_loss: 553.2072 - logcount_predictions_loss: 0.3763 7/2425 [..............................] - ETA: 22:50 - loss: 563.8351 - logits_profile_predictions_loss: 557.4754 - logcount_predictions_loss: 0.3698 8/2425 [..............................] - ETA: 22:50 - loss: 567.7952 - logits_profile_predictions_loss: 561.5245 - logcount_predictions_loss: 0.3646 9/2425 [..............................] - ETA: 22:49 - loss: 571.4562 - logits_profile_predictions_loss: 565.2643 - logcount_predictions_loss: 0.3600 10/2425 [..............................] - ETA: 22:48 - loss: 574.7779 - logits_profile_predictions_loss: 568.6620 - logcount_predictions_loss: 0.3556 11/2425 [..............................] - ETA: 22:48 - loss: 577.3778 - logits_profile_predictions_loss: 571.3357 - logcount_predictions_loss: 0.3513 12/2425 [..............................] - ETA: 22:47 - loss: 579.7871 - logits_profile_predictions_loss: 573.8198 - logcount_predictions_loss: 0.3469 13/2425 [..............................] - ETA: 22:47 - loss: 582.3070 - logits_profile_predictions_loss: 576.4013 - logcount_predictions_loss: 0.3434 14/2425 [..............................] - ETA: 22:46 - loss: 584.4063 - logits_profile_predictions_loss: 578.5617 - logcount_predictions_loss: 0.3398 15/2425 [..............................] - ETA: 22:46 - loss: 585.7386 - logits_profile_predictions_loss: 579.9505 - logcount_predictions_loss: 0.3365 16/2425 [..............................] - ETA: 22:45 - loss: 587.1585 - logits_profile_predictions_loss: 581.4260 - logcount_predictions_loss: 0.3333 17/2425 [..............................] - ETA: 22:44 - loss: 588.3197 - logits_profile_predictions_loss: 582.6377 - logcount_predictions_loss: 0.3303 18/2425 [..............................] - ETA: 22:44 - loss: 589.0762 - logits_profile_predictions_loss: 583.4433 - logcount_predictions_loss: 0.3275 19/2425 [..............................] - ETA: 22:43 - loss: 589.6719 - logits_profile_predictions_loss: 584.0873 - logcount_predictions_loss: 0.3247 20/2425 [..............................] - ETA: 22:44 - loss: 590.1614 - logits_profile_predictions_loss: 584.6210 - logcount_predictions_loss: 0.3221 21/2425 [..............................] - ETA: 22:44 - loss: 590.5848 - logits_profile_predictions_loss: 585.0852 - logcount_predictions_loss: 0.3197 22/2425 [..............................] - ETA: 22:43 - loss: 591.0907 - logits_profile_predictions_loss: 585.6283 - logcount_predictions_loss: 0.3176 23/2425 [..............................] - ETA: 22:42 - loss: 591.4984 - logits_profile_predictions_loss: 586.0699 - logcount_predictions_loss: 0.3156 24/2425 [..............................] - ETA: 22:42 - loss: 591.9703 - logits_profile_predictions_loss: 586.5731 - logcount_predictions_loss: 0.3138 25/2425 [..............................] - ETA: 22:41 - loss: 592.4717 - logits_profile_predictions_loss: 587.1053 - logcount_predictions_loss: 0.3120 26/2425 [..............................] - ETA: 22:40 - loss: 593.0356 - logits_profile_predictions_loss: 587.6986 - logcount_predictions_loss: 0.3103 27/2425 [..............................] - ETA: 22:40 - loss: 593.3899 - logits_profile_predictions_loss: 588.0814 - logcount_predictions_loss: 0.3086 28/2425 [..............................] - ETA: 22:39 - loss: 593.6895 - logits_profile_predictions_loss: 588.4079 - logcount_predictions_loss: 0.3071 29/2425 [..............................] - ETA: 22:39 - loss: 593.9582 - logits_profile_predictions_loss: 588.6994 - logcount_predictions_loss: 0.3057 30/2425 [..............................] - ETA: 22:38 - loss: 594.1097 - logits_profile_predictions_loss: 588.8720 - logcount_predictions_loss: 0.3045 31/2425 [..............................] - ETA: 22:37 - loss: 594.2895 - logits_profile_predictions_loss: 589.0713 - logcount_predictions_loss: 0.3034 32/2425 [..............................] - ETA: 22:37 - loss: 594.3810 - logits_profile_predictions_loss: 589.1821 - logcount_predictions_loss: 0.3023 33/2425 [..............................] - ETA: 22:36 - loss: 594.4819 - logits_profile_predictions_loss: 589.3015 - logcount_predictions_loss: 0.3012 34/2425 [..............................] - ETA: 22:36 - loss: 594.6030 - logits_profile_predictions_loss: 589.4416 - logcount_predictions_loss: 0.3001 35/2425 [..............................] - ETA: 22:35 - loss: 594.7418 - logits_profile_predictions_loss: 589.5969 - logcount_predictions_loss: 0.2991 36/2425 [..............................] - ETA: 22:34 - loss: 594.8184 - logits_profile_predictions_loss: 589.6903 - logcount_predictions_loss: 0.2981 37/2425 [..............................] - ETA: 22:34 - loss: 594.9131 - logits_profile_predictions_loss: 589.8007 - logcount_predictions_loss: 0.2972 38/2425 [..............................] - ETA: 22:33 - loss: 595.0079 - logits_profile_predictions_loss: 589.9109 - logcount_predictions_loss: 0.2963 39/2425 [..............................] - ETA: 22:33 - loss: 595.0905 - logits_profile_predictions_loss: 590.0072 - logcount_predictions_loss: 0.2955 40/2425 [..............................] - ETA: 22:32 - loss: 595.1329 - logits_profile_predictions_loss: 590.0626 - logcount_predictions_loss: 0.2948 41/2425 [..............................] - ETA: 22:32 - loss: 595.1378 - logits_profile_predictions_loss: 590.0814 - logcount_predictions_loss: 0.2940 42/2425 [..............................] - ETA: 22:31 - loss: 595.0931 - logits_profile_predictions_loss: 590.0501 - logcount_predictions_loss: 0.2932 43/2425 [..............................] - ETA: 22:30 - loss: 595.0348 - logits_profile_predictions_loss: 590.0025 - logcount_predictions_loss: 0.2926 44/2425 [..............................] - ETA: 22:30 - loss: 594.9563 - logits_profile_predictions_loss: 589.9346 - logcount_predictions_loss: 0.2920 45/2425 [..............................] - ETA: 22:29 - loss: 594.8451 - logits_profile_predictions_loss: 589.8346 - logcount_predictions_loss: 0.2913 46/2425 [..............................] - ETA: 22:29 - loss: 594.7552 - logits_profile_predictions_loss: 589.7559 - logcount_predictions_loss: 0.2906 47/2425 [..............................] - ETA: 22:28 - loss: 594.6625 - logits_profile_predictions_loss: 589.6741 - logcount_predictions_loss: 0.2900 48/2425 [..............................] - ETA: 22:27 - loss: 594.5681 - logits_profile_predictions_loss: 589.5902 - logcount_predictions_loss: 0.2894 49/2425 [..............................] - ETA: 22:27 - loss: 594.5103 - logits_profile_predictions_loss: 589.5427 - logcount_predictions_loss: 0.2888 50/2425 [..............................] - ETA: 22:26 - loss: 594.4638 - logits_profile_predictions_loss: 589.5066 - logcount_predictions_loss: 0.2882 51/2425 [..............................] - ETA: 22:26 - loss: 594.3980 - logits_profile_predictions_loss: 589.4514 - logcount_predictions_loss: 0.2876 52/2425 [..............................] - ETA: 22:25 - loss: 594.3750 - logits_profile_predictions_loss: 589.4392 - logcount_predictions_loss: 0.2870 53/2425 [..............................] - ETA: 22:25 - loss: 594.3293 - logits_profile_predictions_loss: 589.4042 - logcount_predictions_loss: 0.2863 54/2425 [..............................] - ETA: 22:24 - loss: 594.2667 - logits_profile_predictions_loss: 589.3520 - logcount_predictions_loss: 0.2857 55/2425 [..............................] - ETA: 22:23 - loss: 594.1949 - logits_profile_predictions_loss: 589.2906 - logcount_predictions_loss: 0.2851 56/2425 [..............................] - ETA: 22:23 - loss: 594.1484 - logits_profile_predictions_loss: 589.2546 - logcount_predictions_loss: 0.2845 57/2425 [..............................] - ETA: 22:22 - loss: 594.1166 - logits_profile_predictions_loss: 589.2330 - logcount_predictions_loss: 0.2839 58/2425 [..............................] - ETA: 22:22 - loss: 594.1133 - logits_profile_predictions_loss: 589.2394 - logcount_predictions_loss: 0.2834 59/2425 [..............................] - ETA: 22:21 - loss: 594.0956 - logits_profile_predictions_loss: 589.2314 - logcount_predictions_loss: 0.2828 60/2425 [..............................] - ETA: 22:21 - loss: 594.0578 - logits_profile_predictions_loss: 589.2029 - logcount_predictions_loss: 0.2823 61/2425 [..............................] - ETA: 22:20 - loss: 594.0254 - logits_profile_predictions_loss: 589.1796 - logcount_predictions_loss: 0.2817 62/2425 [..............................] - ETA: 22:19 - loss: 593.9963 - logits_profile_predictions_loss: 589.1594 - logcount_predictions_loss: 0.2812 63/2425 [..............................] - ETA: 22:19 - loss: 593.9513 - logits_profile_predictions_loss: 589.1236 - logcount_predictions_loss: 0.2807 64/2425 [..............................] - ETA: 22:18 - loss: 593.9342 - logits_profile_predictions_loss: 589.1156 - logcount_predictions_loss: 0.2801 65/2425 [..............................] - ETA: 22:18 - loss: 593.9177 - logits_profile_predictions_loss: 589.1080 - logcount_predictions_loss: 0.2796 66/2425 [..............................] - ETA: 22:17 - loss: 593.9028 - logits_profile_predictions_loss: 589.1020 - logcount_predictions_loss: 0.2791 67/2425 [..............................] - ETA: 22:17 - loss: 593.9053 - logits_profile_predictions_loss: 589.1127 - logcount_predictions_loss: 0.2786 68/2425 [..............................] - ETA: 22:16 - loss: 593.9185 - logits_profile_predictions_loss: 589.1337 - logcount_predictions_loss: 0.2782 69/2425 [..............................] - ETA: 22:15 - loss: 593.9493 - logits_profile_predictions_loss: 589.1721 - logcount_predictions_loss: 0.2777 70/2425 [..............................] - ETA: 22:15 - loss: 593.9957 - logits_profile_predictions_loss: 589.2261 - logcount_predictions_loss: 0.2773 71/2425 [..............................] - ETA: 22:14 - loss: 594.0317 - logits_profile_predictions_loss: 589.2695 - logcount_predictions_loss: 0.2769 72/2425 [..............................] - ETA: 22:14 - loss: 594.0611 - logits_profile_predictions_loss: 589.3061 - logcount_predictions_loss: 0.2764 73/2425 [..............................] - ETA: 22:13 - loss: 594.0736 - logits_profile_predictions_loss: 589.3258 - logcount_predictions_loss: 0.2760 74/2425 [..............................] - ETA: 22:13 - loss: 594.0854 - logits_profile_predictions_loss: 589.3448 - logcount_predictions_loss: 0.2756 75/2425 [..............................] - ETA: 22:12 - loss: 594.1047 - logits_profile_predictions_loss: 589.3712 - logcount_predictions_loss: 0.2752 76/2425 [..............................] - ETA: 22:12 - loss: 594.1082 - logits_profile_predictions_loss: 589.3819 - logcount_predictions_loss: 0.2748 77/2425 [..............................] - ETA: 22:11 - loss: 594.0988 - logits_profile_predictions_loss: 589.3795 - logcount_predictions_loss: 0.2744 78/2425 [..............................] - ETA: 22:11 - loss: 594.0987 - logits_profile_predictions_loss: 589.3863 - logcount_predictions_loss: 0.2740 79/2425 [..............................] - ETA: 22:10 - loss: 594.0989 - logits_profile_predictions_loss: 589.3933 - logcount_predictions_loss: 0.2736 80/2425 [..............................] - ETA: 22:09 - loss: 594.1026 - logits_profile_predictions_loss: 589.4038 - logcount_predictions_loss: 0.2732 81/2425 [>.............................] - ETA: 22:09 - loss: 594.1145 - logits_profile_predictions_loss: 589.4221 - logcount_predictions_loss: 0.2728 82/2425 [>.............................] - ETA: 22:08 - loss: 594.1279 - logits_profile_predictions_loss: 589.4416 - logcount_predictions_loss: 0.2725 83/2425 [>.............................] - ETA: 22:08 - loss: 594.1489 - logits_profile_predictions_loss: 589.4688 - logcount_predictions_loss: 0.2721 84/2425 [>.............................] - ETA: 22:07 - loss: 594.1625 - logits_profile_predictions_loss: 589.4883 - logcount_predictions_loss: 0.2718 85/2425 [>.............................] - ETA: 22:07 - loss: 594.1838 - logits_profile_predictions_loss: 589.5151 - logcount_predictions_loss: 0.2714 86/2425 [>.............................] - ETA: 22:06 - loss: 594.1948 - logits_profile_predictions_loss: 589.5312 - logcount_predictions_loss: 0.2711 87/2425 [>.............................] - ETA: 22:05 - loss: 594.1991 - logits_profile_predictions_loss: 589.5406 - logcount_predictions_loss: 0.2708 88/2425 [>.............................] - ETA: 22:05 - loss: 594.2084 - logits_profile_predictions_loss: 589.5547 - logcount_predictions_loss: 0.2706 89/2425 [>.............................] - ETA: 22:04 - loss: 594.2160 - logits_profile_predictions_loss: 589.5671 - logcount_predictions_loss: 0.2703 90/2425 [>.............................] - ETA: 22:04 - loss: 594.2288 - logits_profile_predictions_loss: 589.5845 - logcount_predictions_loss: 0.2700 91/2425 [>.............................] - ETA: 22:03 - loss: 594.2466 - logits_profile_predictions_loss: 589.6068 - logcount_predictions_loss: 0.2698 92/2425 [>.............................] - ETA: 22:02 - loss: 594.2750 - logits_profile_predictions_loss: 589.6395 - logcount_predictions_loss: 0.2695 93/2425 [>.............................] - ETA: 22:02 - loss: 594.2982 - logits_profile_predictions_loss: 589.6669 - logcount_predictions_loss: 0.2693 94/2425 [>.............................] - ETA: 22:01 - loss: 594.3210 - logits_profile_predictions_loss: 589.6936 - logcount_predictions_loss: 0.2690 95/2425 [>.............................] - ETA: 22:01 - loss: 594.3425 - logits_profile_predictions_loss: 589.7192 - logcount_predictions_loss: 0.2688 96/2425 [>.............................] - ETA: 22:00 - loss: 594.3633 - logits_profile_predictions_loss: 589.7436 - logcount_predictions_loss: 0.2686 97/2425 [>.............................] - ETA: 22:00 - loss: 594.3893 - logits_profile_predictions_loss: 589.7734 - logcount_predictions_loss: 0.2684 98/2425 [>.............................] - ETA: 21:59 - loss: 594.4098 - logits_profile_predictions_loss: 589.7976 - logcount_predictions_loss: 0.2681 99/2425 [>.............................] - ETA: 21:58 - loss: 594.4396 - logits_profile_predictions_loss: 589.8309 - logcount_predictions_loss: 0.2679 100/2425 [>.............................] - ETA: 21:58 - loss: 594.4680 - logits_profile_predictions_loss: 589.8626 - logcount_predictions_loss: 0.2678 101/2425 [>.............................] - ETA: 21:57 - loss: 594.4976 - 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[============================>.] - ETA: 31s - loss: 592.3593 - logits_profile_predictions_loss: 588.1765 - logcount_predictions_loss: 0.2432 2371/2425 [============================>.] - ETA: 30s - loss: 592.3590 - logits_profile_predictions_loss: 588.1762 - logcount_predictions_loss: 0.2432 2372/2425 [============================>.] - ETA: 30s - loss: 592.3586 - logits_profile_predictions_loss: 588.1758 - logcount_predictions_loss: 0.2432 2373/2425 [============================>.] - ETA: 29s - loss: 592.3582 - logits_profile_predictions_loss: 588.1754 - logcount_predictions_loss: 0.2432 2374/2425 [============================>.] - ETA: 28s - loss: 592.3578 - logits_profile_predictions_loss: 588.1751 - logcount_predictions_loss: 0.2432 2375/2425 [============================>.] - ETA: 28s - loss: 592.3574 - logits_profile_predictions_loss: 588.1747 - logcount_predictions_loss: 0.2432 2376/2425 [============================>.] - ETA: 27s - loss: 592.3570 - logits_profile_predictions_loss: 588.1743 - logcount_predictions_loss: 0.2432 2377/2425 [============================>.] - ETA: 27s - loss: 592.3565 - logits_profile_predictions_loss: 588.1740 - logcount_predictions_loss: 0.2432 2378/2425 [============================>.] - ETA: 26s - loss: 592.3561 - logits_profile_predictions_loss: 588.1736 - logcount_predictions_loss: 0.2432 2379/2425 [============================>.] - ETA: 26s - loss: 592.3558 - logits_profile_predictions_loss: 588.1732 - logcount_predictions_loss: 0.2432 2380/2425 [============================>.] - ETA: 25s - loss: 592.3554 - logits_profile_predictions_loss: 588.1729 - logcount_predictions_loss: 0.2432 2381/2425 [============================>.] - ETA: 24s - loss: 592.3550 - logits_profile_predictions_loss: 588.1725 - logcount_predictions_loss: 0.2432 2382/2425 [============================>.] - ETA: 24s - loss: 592.3546 - logits_profile_predictions_loss: 588.1722 - logcount_predictions_loss: 0.2432 2383/2425 [============================>.] - ETA: 23s - loss: 592.3542 - logits_profile_predictions_loss: 588.1718 - logcount_predictions_loss: 0.2432 2384/2425 [============================>.] - ETA: 23s - loss: 592.3538 - logits_profile_predictions_loss: 588.1715 - logcount_predictions_loss: 0.2432 2385/2425 [============================>.] - ETA: 22s - loss: 592.3534 - logits_profile_predictions_loss: 588.1711 - logcount_predictions_loss: 0.2432 2386/2425 [============================>.] - ETA: 22s - loss: 592.3530 - logits_profile_predictions_loss: 588.1707 - logcount_predictions_loss: 0.2432 2387/2425 [============================>.] - ETA: 21s - loss: 592.3526 - logits_profile_predictions_loss: 588.1703 - logcount_predictions_loss: 0.2432 2388/2425 [============================>.] - ETA: 20s - loss: 592.3521 - logits_profile_predictions_loss: 588.1699 - logcount_predictions_loss: 0.2431 2389/2425 [============================>.] - ETA: 20s - loss: 592.3517 - logits_profile_predictions_loss: 588.1695 - logcount_predictions_loss: 0.2431 2390/2425 [============================>.] - ETA: 19s - loss: 592.3513 - logits_profile_predictions_loss: 588.1691 - logcount_predictions_loss: 0.2431 2391/2425 [============================>.] - ETA: 19s - loss: 592.3508 - logits_profile_predictions_loss: 588.1687 - logcount_predictions_loss: 0.2431 2392/2425 [============================>.] - ETA: 18s - loss: 592.3504 - logits_profile_predictions_loss: 588.1683 - logcount_predictions_loss: 0.2431 2393/2425 [============================>.] - ETA: 18s - loss: 592.3500 - logits_profile_predictions_loss: 588.1679 - logcount_predictions_loss: 0.2431 2394/2425 [============================>.] - ETA: 17s - loss: 592.3496 - logits_profile_predictions_loss: 588.1675 - logcount_predictions_loss: 0.2431 2395/2425 [============================>.] - ETA: 17s - loss: 592.3491 - logits_profile_predictions_loss: 588.1671 - logcount_predictions_loss: 0.2431 2396/2425 [============================>.] - ETA: 16s - loss: 592.3487 - logits_profile_predictions_loss: 588.1667 - logcount_predictions_loss: 0.2431 2397/2425 [============================>.] - ETA: 15s - loss: 592.3482 - logits_profile_predictions_loss: 588.1663 - logcount_predictions_loss: 0.2431 2398/2425 [============================>.] - ETA: 15s - loss: 592.3478 - logits_profile_predictions_loss: 588.1659 - logcount_predictions_loss: 0.2431 2399/2425 [============================>.] - ETA: 14s - loss: 592.3473 - logits_profile_predictions_loss: 588.1655 - logcount_predictions_loss: 0.2431 2400/2425 [============================>.] - ETA: 14s - loss: 592.3469 - logits_profile_predictions_loss: 588.1651 - logcount_predictions_loss: 0.2431 2401/2425 [============================>.] - ETA: 13s - loss: 592.3464 - logits_profile_predictions_loss: 588.1647 - logcount_predictions_loss: 0.2431 2402/2425 [============================>.] - ETA: 13s - loss: 592.3460 - logits_profile_predictions_loss: 588.1642 - logcount_predictions_loss: 0.2431 2403/2425 [============================>.] - ETA: 12s - loss: 592.3455 - logits_profile_predictions_loss: 588.1638 - logcount_predictions_loss: 0.2431 2404/2425 [============================>.] - ETA: 11s - loss: 592.3451 - logits_profile_predictions_loss: 588.1634 - logcount_predictions_loss: 0.2431 2405/2425 [============================>.] - ETA: 11s - loss: 592.3446 - logits_profile_predictions_loss: 588.1630 - logcount_predictions_loss: 0.2431 2406/2425 [============================>.] - ETA: 10s - loss: 592.3442 - logits_profile_predictions_loss: 588.1626 - logcount_predictions_loss: 0.2431 2407/2425 [============================>.] - ETA: 10s - loss: 592.3437 - logits_profile_predictions_loss: 588.1622 - logcount_predictions_loss: 0.2431 2408/2425 [============================>.] - ETA: 9s - loss: 592.3433 - logits_profile_predictions_loss: 588.1618 - logcount_predictions_loss: 0.2431  2409/2425 [============================>.] - ETA: 9s - loss: 592.3428 - logits_profile_predictions_loss: 588.1613 - logcount_predictions_loss: 0.2431 2410/2425 [============================>.] - ETA: 8s - loss: 592.3424 - logits_profile_predictions_loss: 588.1609 - logcount_predictions_loss: 0.2431 2411/2425 [============================>.] - ETA: 7s - loss: 592.3419 - logits_profile_predictions_loss: 588.1605 - logcount_predictions_loss: 0.2431 2412/2425 [============================>.] - ETA: 7s - loss: 592.3415 - logits_profile_predictions_loss: 588.1601 - logcount_predictions_loss: 0.2431 2413/2425 [============================>.] - ETA: 6s - loss: 592.3410 - logits_profile_predictions_loss: 588.1596 - logcount_predictions_loss: 0.2431 2414/2425 [============================>.] - ETA: 6s - loss: 592.3406 - logits_profile_predictions_loss: 588.1592 - logcount_predictions_loss: 0.2431 2415/2425 [============================>.] - ETA: 5s - loss: 592.3401 - logits_profile_predictions_loss: 588.1588 - logcount_predictions_loss: 0.2431 2416/2425 [============================>.] - ETA: 5s - loss: 592.3397 - logits_profile_predictions_loss: 588.1584 - logcount_predictions_loss: 0.2431 2417/2425 [============================>.] - ETA: 4s - loss: 592.3392 - logits_profile_predictions_loss: 588.1580 - logcount_predictions_loss: 0.2431 2418/2425 [============================>.] - ETA: 3s - loss: 592.3388 - logits_profile_predictions_loss: 588.1576 - logcount_predictions_loss: 0.2431 2419/2425 [============================>.] - ETA: 3s - loss: 592.3383 - logits_profile_predictions_loss: 588.1572 - logcount_predictions_loss: 0.2431 2420/2425 [============================>.] - ETA: 2s - loss: 592.3379 - logits_profile_predictions_loss: 588.1567 - logcount_predictions_loss: 0.2431 2421/2425 [============================>.] - ETA: 2s - loss: 592.3374 - logits_profile_predictions_loss: 588.1563 - logcount_predictions_loss: 0.2431 2422/2425 [============================>.] - ETA: 1s - loss: 592.3370 - logits_profile_predictions_loss: 588.1559 - logcount_predictions_loss: 0.2431 2423/2425 [============================>.] - ETA: 1s - loss: 592.3366 - logits_profile_predictions_loss: 588.1556 - logcount_predictions_loss: 0.2431 2424/2425 [============================>.] - ETA: 0s - loss: 592.3362 - logits_profile_predictions_loss: 588.1552 - logcount_predictions_loss: 0.2431 2425/2425 [==============================] - ETA: 0s - loss: 592.3358 - logits_profile_predictions_loss: 588.1548 - logcount_predictions_loss: 0.2431 2425/2425 [==============================] - 1427s 589ms/step - loss: 592.3354 - logits_profile_predictions_loss: 588.1544 - logcount_predictions_loss: 0.2431 - val_loss: 584.2969 - val_logits_profile_predictions_loss: 579.6278 - val_logcount_predictions_loss: 0.2714 Epoch 00010: val_loss did not improve from 580.92566 Epoch 11/50 1/2425 [..............................] - ETA: 23:35 - loss: 664.6057 - logits_profile_predictions_loss: 660.9459 - logcount_predictions_loss: 0.2128 2/2425 [..............................] - ETA: 22:53 - loss: 632.1190 - logits_profile_predictions_loss: 628.1417 - logcount_predictions_loss: 0.2312 3/2425 [..............................] - ETA: 22:53 - loss: 613.1980 - logits_profile_predictions_loss: 609.2562 - logcount_predictions_loss: 0.2292 4/2425 [..............................] - ETA: 22:52 - loss: 599.5152 - logits_profile_predictions_loss: 595.6085 - logcount_predictions_loss: 0.2271 5/2425 [..............................] - ETA: 22:51 - loss: 595.1278 - logits_profile_predictions_loss: 591.2275 - logcount_predictions_loss: 0.2268 6/2425 [..............................] - ETA: 22:50 - loss: 590.0758 - logits_profile_predictions_loss: 586.1817 - logcount_predictions_loss: 0.2264 7/2425 [..............................] - ETA: 22:50 - loss: 588.3456 - logits_profile_predictions_loss: 584.4448 - logcount_predictions_loss: 0.2268 8/2425 [..............................] - ETA: 22:49 - loss: 585.9304 - logits_profile_predictions_loss: 581.9704 - logcount_predictions_loss: 0.2302 9/2425 [..............................] - ETA: 22:48 - loss: 584.0603 - logits_profile_predictions_loss: 580.0237 - logcount_predictions_loss: 0.2347 10/2425 [..............................] - ETA: 22:48 - loss: 583.5549 - logits_profile_predictions_loss: 579.4727 - logcount_predictions_loss: 0.2373 11/2425 [..............................] - ETA: 22:47 - loss: 583.8342 - logits_profile_predictions_loss: 579.7135 - logcount_predictions_loss: 0.2396 12/2425 [..............................] - ETA: 22:47 - loss: 584.1890 - logits_profile_predictions_loss: 580.0396 - logcount_predictions_loss: 0.2412 13/2425 [..............................] - ETA: 22:46 - loss: 585.1240 - logits_profile_predictions_loss: 580.9570 - logcount_predictions_loss: 0.2423 14/2425 [..............................] - ETA: 21:29 - loss: 585.7072 - logits_profile_predictions_loss: 581.5254 - logcount_predictions_loss: 0.2431 15/2425 [..............................] - ETA: 21:34 - loss: 586.1990 - logits_profile_predictions_loss: 582.0045 - logcount_predictions_loss: 0.2439 16/2425 [..............................] - ETA: 21:38 - loss: 586.3745 - logits_profile_predictions_loss: 582.1742 - logcount_predictions_loss: 0.2442 17/2425 [..............................] - ETA: 21:42 - loss: 586.4486 - logits_profile_predictions_loss: 582.2440 - logcount_predictions_loss: 0.2445 18/2425 [..............................] - ETA: 21:45 - loss: 586.4093 - logits_profile_predictions_loss: 582.2069 - logcount_predictions_loss: 0.2443 19/2425 [..............................] - ETA: 21:48 - loss: 586.1549 - logits_profile_predictions_loss: 581.9586 - logcount_predictions_loss: 0.2440 20/2425 [..............................] - ETA: 21:50 - loss: 586.0590 - logits_profile_predictions_loss: 581.8686 - logcount_predictions_loss: 0.2436 21/2425 [..............................] - ETA: 21:52 - loss: 586.0190 - logits_profile_predictions_loss: 581.8347 - logcount_predictions_loss: 0.2433 22/2425 [..............................] - ETA: 21:54 - loss: 585.7647 - logits_profile_predictions_loss: 581.5888 - logcount_predictions_loss: 0.2428 23/2425 [..............................] - ETA: 21:56 - loss: 585.4111 - logits_profile_predictions_loss: 581.2400 - logcount_predictions_loss: 0.2425 24/2425 [..............................] - ETA: 21:57 - loss: 585.0849 - logits_profile_predictions_loss: 580.9181 - logcount_predictions_loss: 0.2423 25/2425 [..............................] - ETA: 21:58 - loss: 584.9947 - logits_profile_predictions_loss: 580.8325 - logcount_predictions_loss: 0.2420 26/2425 [..............................] - ETA: 21:59 - loss: 584.9693 - logits_profile_predictions_loss: 580.8111 - logcount_predictions_loss: 0.2418 27/2425 [..............................] - ETA: 22:00 - loss: 584.8645 - logits_profile_predictions_loss: 580.7105 - logcount_predictions_loss: 0.2415 28/2425 [..............................] - ETA: 22:01 - loss: 584.8132 - logits_profile_predictions_loss: 580.6630 - logcount_predictions_loss: 0.2413 29/2425 [..............................] - ETA: 22:02 - loss: 584.7655 - logits_profile_predictions_loss: 580.6199 - logcount_predictions_loss: 0.2410 30/2425 [..............................] - ETA: 22:03 - loss: 584.7706 - logits_profile_predictions_loss: 580.6301 - logcount_predictions_loss: 0.2407 31/2425 [..............................] - ETA: 22:03 - loss: 584.7922 - logits_profile_predictions_loss: 580.6571 - logcount_predictions_loss: 0.2404 32/2425 [..............................] - ETA: 22:04 - loss: 584.7926 - logits_profile_predictions_loss: 580.6626 - logcount_predictions_loss: 0.2401 33/2425 [..............................] - ETA: 22:04 - loss: 584.8051 - logits_profile_predictions_loss: 580.6785 - logcount_predictions_loss: 0.2399 34/2425 [..............................] - ETA: 22:05 - loss: 584.8788 - logits_profile_predictions_loss: 580.7558 - logcount_predictions_loss: 0.2397 35/2425 [..............................] - ETA: 22:05 - loss: 584.9363 - logits_profile_predictions_loss: 580.8167 - logcount_predictions_loss: 0.2395 36/2425 [..............................] - ETA: 22:05 - loss: 584.9803 - logits_profile_predictions_loss: 580.8639 - logcount_predictions_loss: 0.2393 37/2425 [..............................] - ETA: 22:05 - loss: 585.1203 - logits_profile_predictions_loss: 581.0071 - logcount_predictions_loss: 0.2391 38/2425 [..............................] - ETA: 22:06 - loss: 585.3047 - logits_profile_predictions_loss: 581.1937 - logcount_predictions_loss: 0.2390 39/2425 [..............................] - ETA: 22:06 - loss: 585.5014 - logits_profile_predictions_loss: 581.3932 - logcount_predictions_loss: 0.2389 40/2425 [..............................] - ETA: 22:06 - loss: 585.6429 - logits_profile_predictions_loss: 581.5380 - logcount_predictions_loss: 0.2387 41/2425 [..............................] - ETA: 22:06 - loss: 585.7522 - logits_profile_predictions_loss: 581.6503 - logcount_predictions_loss: 0.2385 42/2425 [..............................] - ETA: 22:06 - loss: 585.8523 - logits_profile_predictions_loss: 581.7538 - logcount_predictions_loss: 0.2383 43/2425 [..............................] - ETA: 22:06 - loss: 585.9359 - logits_profile_predictions_loss: 581.8381 - logcount_predictions_loss: 0.2382 44/2425 [..............................] - ETA: 22:06 - loss: 586.0452 - logits_profile_predictions_loss: 581.9481 - logcount_predictions_loss: 0.2382 45/2425 [..............................] - ETA: 22:06 - loss: 586.2080 - logits_profile_predictions_loss: 582.1114 - logcount_predictions_loss: 0.2382 46/2425 [..............................] - ETA: 22:06 - loss: 586.3571 - logits_profile_predictions_loss: 582.2611 - logcount_predictions_loss: 0.2381 47/2425 [..............................] - ETA: 22:06 - loss: 586.5069 - logits_profile_predictions_loss: 582.4112 - logcount_predictions_loss: 0.2381 48/2425 [..............................] - ETA: 22:06 - loss: 586.6667 - logits_profile_predictions_loss: 582.5715 - logcount_predictions_loss: 0.2381 49/2425 [..............................] - ETA: 22:06 - loss: 586.8141 - logits_profile_predictions_loss: 582.7191 - logcount_predictions_loss: 0.2381 50/2425 [..............................] - ETA: 22:05 - loss: 587.0276 - logits_profile_predictions_loss: 582.9331 - logcount_predictions_loss: 0.2381 51/2425 [..............................] - ETA: 22:05 - loss: 587.2300 - logits_profile_predictions_loss: 583.1356 - logcount_predictions_loss: 0.2380 52/2425 [..............................] - ETA: 22:05 - loss: 587.4381 - logits_profile_predictions_loss: 583.3442 - logcount_predictions_loss: 0.2380 53/2425 [..............................] - ETA: 22:05 - loss: 587.6173 - logits_profile_predictions_loss: 583.5239 - logcount_predictions_loss: 0.2380 54/2425 [..............................] - ETA: 22:05 - loss: 587.7967 - logits_profile_predictions_loss: 583.7044 - logcount_predictions_loss: 0.2379 55/2425 [..............................] - ETA: 22:04 - loss: 587.9766 - logits_profile_predictions_loss: 583.8859 - logcount_predictions_loss: 0.2378 56/2425 [..............................] - ETA: 22:04 - loss: 588.1212 - logits_profile_predictions_loss: 584.0324 - logcount_predictions_loss: 0.2377 57/2425 [..............................] - ETA: 22:04 - loss: 588.2492 - logits_profile_predictions_loss: 584.1627 - logcount_predictions_loss: 0.2376 58/2425 [..............................] - ETA: 22:04 - loss: 588.3909 - logits_profile_predictions_loss: 584.3069 - logcount_predictions_loss: 0.2374 59/2425 [..............................] - ETA: 22:03 - loss: 588.5280 - logits_profile_predictions_loss: 584.4459 - logcount_predictions_loss: 0.2373 60/2425 [..............................] - ETA: 22:03 - loss: 588.6856 - logits_profile_predictions_loss: 584.6052 - logcount_predictions_loss: 0.2372 61/2425 [..............................] - ETA: 22:03 - loss: 588.8258 - logits_profile_predictions_loss: 584.7475 - logcount_predictions_loss: 0.2371 62/2425 [..............................] - ETA: 22:03 - loss: 588.9554 - logits_profile_predictions_loss: 584.8794 - logcount_predictions_loss: 0.2370 63/2425 [..............................] - ETA: 22:02 - loss: 589.0717 - logits_profile_predictions_loss: 584.9981 - logcount_predictions_loss: 0.2368 64/2425 [..............................] - ETA: 22:02 - loss: 589.1744 - logits_profile_predictions_loss: 585.1026 - logcount_predictions_loss: 0.2367 65/2425 [..............................] - ETA: 22:02 - loss: 589.2807 - logits_profile_predictions_loss: 585.2110 - logcount_predictions_loss: 0.2366 66/2425 [..............................] - ETA: 22:01 - loss: 589.3672 - logits_profile_predictions_loss: 585.2996 - logcount_predictions_loss: 0.2365 67/2425 [..............................] - ETA: 22:01 - loss: 589.4444 - logits_profile_predictions_loss: 585.3789 - logcount_predictions_loss: 0.2364 68/2425 [..............................] - ETA: 22:01 - loss: 589.5469 - logits_profile_predictions_loss: 585.4828 - logcount_predictions_loss: 0.2363 69/2425 [..............................] - ETA: 22:00 - loss: 589.6536 - logits_profile_predictions_loss: 585.5908 - logcount_predictions_loss: 0.2362 70/2425 [..............................] - ETA: 22:00 - loss: 589.7550 - logits_profile_predictions_loss: 585.6934 - logcount_predictions_loss: 0.2361 71/2425 [..............................] - ETA: 22:00 - loss: 589.8534 - logits_profile_predictions_loss: 585.7931 - logcount_predictions_loss: 0.2361 72/2425 [..............................] - ETA: 21:59 - loss: 589.9497 - logits_profile_predictions_loss: 585.8904 - logcount_predictions_loss: 0.2360 73/2425 [..............................] - ETA: 21:59 - loss: 590.0580 - logits_profile_predictions_loss: 585.9997 - logcount_predictions_loss: 0.2360 74/2425 [..............................] - ETA: 21:58 - loss: 590.1437 - logits_profile_predictions_loss: 586.0863 - logcount_predictions_loss: 0.2359 75/2425 [..............................] - ETA: 21:58 - loss: 590.2441 - logits_profile_predictions_loss: 586.1880 - logcount_predictions_loss: 0.2358 76/2425 [..............................] - ETA: 21:58 - loss: 590.3522 - logits_profile_predictions_loss: 586.2973 - logcount_predictions_loss: 0.2358 77/2425 [..............................] - ETA: 21:57 - loss: 590.4596 - logits_profile_predictions_loss: 586.4057 - logcount_predictions_loss: 0.2357 78/2425 [..............................] - ETA: 21:57 - loss: 590.5717 - logits_profile_predictions_loss: 586.5182 - logcount_predictions_loss: 0.2357 79/2425 [..............................] - ETA: 21:56 - loss: 590.6999 - logits_profile_predictions_loss: 586.6471 - logcount_predictions_loss: 0.2356 80/2425 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[============================>.] - ETA: 10s - loss: 588.8784 - logits_profile_predictions_loss: 584.8935 - logcount_predictions_loss: 0.2316 2408/2425 [============================>.] - ETA: 9s - loss: 588.8779 - logits_profile_predictions_loss: 584.8930 - logcount_predictions_loss: 0.2316  2409/2425 [============================>.] - ETA: 9s - loss: 588.8774 - logits_profile_predictions_loss: 584.8926 - logcount_predictions_loss: 0.2316 2410/2425 [============================>.] - ETA: 8s - loss: 588.8768 - logits_profile_predictions_loss: 584.8921 - logcount_predictions_loss: 0.2316 2411/2425 [============================>.] - ETA: 7s - loss: 588.8763 - logits_profile_predictions_loss: 584.8916 - logcount_predictions_loss: 0.2316 2412/2425 [============================>.] - ETA: 7s - loss: 588.8758 - logits_profile_predictions_loss: 584.8910 - logcount_predictions_loss: 0.2316 2413/2425 [============================>.] - ETA: 6s - loss: 588.8753 - logits_profile_predictions_loss: 584.8905 - logcount_predictions_loss: 0.2316 2414/2425 [============================>.] - ETA: 6s - loss: 588.8748 - logits_profile_predictions_loss: 584.8901 - logcount_predictions_loss: 0.2316 2415/2425 [============================>.] - ETA: 5s - loss: 588.8742 - logits_profile_predictions_loss: 584.8895 - logcount_predictions_loss: 0.2316 2416/2425 [============================>.] - ETA: 5s - loss: 588.8737 - logits_profile_predictions_loss: 584.8890 - logcount_predictions_loss: 0.2316 2417/2425 [============================>.] - ETA: 4s - loss: 588.8732 - logits_profile_predictions_loss: 584.8885 - logcount_predictions_loss: 0.2316 2418/2425 [============================>.] - ETA: 3s - loss: 588.8726 - logits_profile_predictions_loss: 584.8880 - logcount_predictions_loss: 0.2316 2419/2425 [============================>.] - ETA: 3s - loss: 588.8721 - logits_profile_predictions_loss: 584.8875 - logcount_predictions_loss: 0.2316 2420/2425 [============================>.] - ETA: 2s - loss: 588.8715 - logits_profile_predictions_loss: 584.8869 - logcount_predictions_loss: 0.2316 2421/2425 [============================>.] - ETA: 2s - loss: 588.8710 - logits_profile_predictions_loss: 584.8864 - logcount_predictions_loss: 0.2316 2422/2425 [============================>.] - ETA: 1s - loss: 588.8704 - logits_profile_predictions_loss: 584.8859 - logcount_predictions_loss: 0.2316 2423/2425 [============================>.] - ETA: 1s - loss: 588.8699 - logits_profile_predictions_loss: 584.8854 - logcount_predictions_loss: 0.2316 2424/2425 [============================>.] - ETA: 0s - loss: 588.8694 - logits_profile_predictions_loss: 584.8849 - logcount_predictions_loss: 0.2316 2425/2425 [==============================] - ETA: 0s - loss: 588.8689 - logits_profile_predictions_loss: 584.8844 - logcount_predictions_loss: 0.2316 2425/2425 [==============================] - 1427s 588ms/step - loss: 588.8684 - logits_profile_predictions_loss: 584.8839 - logcount_predictions_loss: 0.2316 - val_loss: 587.2305 - val_logits_profile_predictions_loss: 582.4938 - val_logcount_predictions_loss: 0.2754 Epoch 00011: val_loss did not improve from 580.92566 Restoring model weights from the end of the best epoch. Epoch 00011: early stopping save model save model without bias 2022-10-13_04-01-04: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR597UIG//preprocessing/bigWigs/ENCSR597UIG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(42267, 10) loading nonpeaks... got split:test for bed regions:(39954, 10) 0/322 100/322 200/322 300/322 2022-10-13_04-09-36: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR597UIG//preprocessing/bigWigs/ENCSR597UIG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(42267, 10) loading nonpeaks... got split:test for bed regions:(39954, 10) 0/322 100/322 200/322 300/322 2022-10-13_04-17-31: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR597UIG//preprocessing/bigWigs/ENCSR597UIG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(42267, 10) loading nonpeaks... got split:test for bed regions:(39954, 10) 0/322 100/322 200/322 300/322 2022-10-13_04-21-41: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-13_04-21-41: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/39 [..............................] - ETA: 5:52 3/39 [=>............................] - ETA: 28s  4/39 [==>...........................] - ETA: 36s 5/39 [==>...........................] - ETA: 40s 6/39 [===>..........................] - ETA: 41s 7/39 [====>.........................] - ETA: 42s 8/39 [=====>........................] - ETA: 41s 9/39 [=====>........................] - ETA: 41s 10/39 [======>.......................] - ETA: 40s 11/39 [=======>......................] - ETA: 39s 12/39 [========>.....................] - ETA: 38s 13/39 [=========>....................] - ETA: 37s 14/39 [=========>....................] - ETA: 36s 15/39 [==========>...................] - ETA: 35s 16/39 [===========>..................] - ETA: 33s 17/39 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[===========================>..] - ETA: 3s 38/39 [============================>.] - ETA: 1s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 70s 2s/step 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 58s 3/39 [=>............................] - ETA: 56s 4/39 [==>...........................] - ETA: 54s 5/39 [==>...........................] - ETA: 53s 6/39 [===>..........................] - ETA: 51s 7/39 [====>.........................] - ETA: 50s 8/39 [=====>........................] - ETA: 48s 9/39 [=====>........................] - ETA: 47s 10/39 [======>.......................] - ETA: 45s 11/39 [=======>......................] - ETA: 43s 12/39 [========>.....................] - ETA: 42s 13/39 [=========>....................] - ETA: 40s 14/39 [=========>....................] - ETA: 39s 15/39 [==========>...................] - ETA: 37s 16/39 [===========>..................] - ETA: 36s 17/39 [============>.................] - ETA: 34s 18/39 [============>.................] - ETA: 32s 19/39 [=============>................] - ETA: 31s 20/39 [==============>...............] - ETA: 29s 21/39 [===============>..............] - ETA: 28s 22/39 [===============>..............] - ETA: 26s 23/39 [================>.............] - ETA: 25s 24/39 [=================>............] - ETA: 23s 25/39 [==================>...........] - ETA: 21s 26/39 [===================>..........] - ETA: 20s 27/39 [===================>..........] - ETA: 18s 28/39 [====================>.........] - ETA: 17s 29/39 [=====================>........] - ETA: 15s 30/39 [======================>.......] - ETA: 14s 31/39 [======================>.......] - ETA: 12s 32/39 [=======================>......] - ETA: 10s 33/39 [========================>.....] - ETA: 9s  34/39 [=========================>....] - ETA: 7s 35/39 [=========================>....] - ETA: 6s 36/39 [==========================>...] - ETA: 4s 37/39 [===========================>..] - ETA: 3s 38/39 [============================>.] - ETA: 1s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 60s 2s/step inserting motif: dnase_2 TGTACTTACGAA 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 57s 3/39 [=>............................] - ETA: 56s 4/39 [==>...........................] - ETA: 54s 5/39 [==>...........................] - ETA: 53s 6/39 [===>..........................] - ETA: 51s 7/39 [====>.........................] - ETA: 50s 8/39 [=====>........................] - ETA: 48s 9/39 [=====>........................] - ETA: 47s 10/39 [======>.......................] - ETA: 45s 11/39 [=======>......................] - ETA: 43s 12/39 [========>.....................] - ETA: 42s 13/39 [=========>....................] - ETA: 40s 14/39 [=========>....................] - ETA: 39s 15/39 [==========>...................] - ETA: 37s 16/39 [===========>..................] - ETA: 36s 17/39 [============>.................] - ETA: 34s 18/39 [============>.................] - ETA: 32s 19/39 [=============>................] - ETA: 31s 20/39 [==============>...............] - ETA: 29s 21/39 [===============>..............] - ETA: 28s 22/39 [===============>..............] - ETA: 26s 23/39 [================>.............] - ETA: 25s 24/39 [=================>............] - ETA: 23s 25/39 [==================>...........] - ETA: 21s 26/39 [===================>..........] - ETA: 20s 27/39 [===================>..........] - ETA: 18s 28/39 [====================>.........] - ETA: 17s 29/39 [=====================>........] - ETA: 15s 30/39 [======================>.......] - ETA: 14s 31/39 [======================>.......] - ETA: 12s 32/39 [=======================>......] - ETA: 10s 33/39 [========================>.....] - ETA: 9s  34/39 [=========================>....] - ETA: 7s 35/39 [=========================>....] - ETA: 6s 36/39 [==========================>...] - ETA: 4s 37/39 [===========================>..] - ETA: 3s 38/39 [============================>.] - ETA: 1s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 60s 2s/step 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 58s 3/39 [=>............................] - ETA: 56s 4/39 [==>...........................] - ETA: 54s 5/39 [==>...........................] - ETA: 53s 6/39 [===>..........................] - ETA: 51s 7/39 [====>.........................] - ETA: 50s 8/39 [=====>........................] - ETA: 48s 9/39 [=====>........................] - ETA: 47s 10/39 [======>.......................] - ETA: 45s 11/39 [=======>......................] - ETA: 43s 12/39 [========>.....................] - ETA: 42s 13/39 [=========>....................] - ETA: 40s 14/39 [=========>....................] - ETA: 39s 15/39 [==========>...................] - ETA: 37s 16/39 [===========>..................] - ETA: 36s 17/39 [============>.................] - ETA: 34s 18/39 [============>.................] - ETA: 32s 19/39 [=============>................] - ETA: 31s 20/39 [==============>...............] - ETA: 29s 21/39 [===============>..............] - ETA: 28s 22/39 [===============>..............] - ETA: 26s 23/39 [================>.............] - ETA: 25s 24/39 [=================>............] - ETA: 23s 25/39 [==================>...........] - ETA: 21s 26/39 [===================>..........] - ETA: 20s 27/39 [===================>..........] - ETA: 18s 28/39 [====================>.........] - ETA: 17s 29/39 [=====================>........] - ETA: 15s 30/39 [======================>.......] - ETA: 14s 31/39 [======================>.......] - ETA: 12s 32/39 [=======================>......] - ETA: 10s 33/39 [========================>.....] - ETA: 9s  34/39 [=========================>....] - ETA: 7s 35/39 [=========================>....] - ETA: 6s 36/39 [==========================>...] - ETA: 4s 37/39 [===========================>..] - ETA: 3s 38/39 [============================>.] - ETA: 1s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 60s 2s/step Saving marginal footprints 2022-10-13_04-26-27: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-13_04-26-27: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombppnet_model_encsr880cub_bias_fold_3//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/39 [..............................] - ETA: 2:03 3/39 [=>............................] - ETA: 2s  4/39 [==>...........................] - ETA: 3s 5/39 [==>...........................] - ETA: 3s 6/39 [===>..........................] - ETA: 3s 7/39 [====>.........................] - ETA: 3s 8/39 [=====>........................] - ETA: 3s 9/39 [=====>........................] - ETA: 3s 10/39 [======>.......................] - ETA: 3s 11/39 [=======>......................] - ETA: 3s 12/39 [========>.....................] - ETA: 3s 13/39 [=========>....................] - ETA: 3s 14/39 [=========>....................] - ETA: 2s 15/39 [==========>...................] - ETA: 2s 16/39 [===========>..................] - ETA: 2s 17/39 [============>.................] - ETA: 2s 18/39 [============>.................] - ETA: 2s 19/39 [=============>................] - ETA: 2s 20/39 [==============>...............] - ETA: 2s 21/39 [===============>..............] - ETA: 2s 22/39 [===============>..............] - ETA: 2s 23/39 [================>.............] - ETA: 1s 24/39 [=================>............] - ETA: 1s 25/39 [==================>...........] - ETA: 1s 26/39 [===================>..........] - ETA: 1s 27/39 [===================>..........] - ETA: 1s 28/39 [====================>.........] - ETA: 1s 29/39 [=====================>........] - ETA: 1s 30/39 [======================>.......] - ETA: 1s 31/39 [======================>.......] - ETA: 0s 32/39 [=======================>......] - ETA: 0s 33/39 [========================>.....] - ETA: 0s 34/39 [=========================>....] - ETA: 0s 35/39 [=========================>....] - ETA: 0s 36/39 [==========================>...] - ETA: 0s 37/39 [===========================>..] - ETA: 0s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 8s 130ms/step 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 4s 3/39 [=>............................] - ETA: 4s 4/39 [==>...........................] - ETA: 4s 5/39 [==>...........................] - ETA: 4s 6/39 [===>..........................] - ETA: 4s 7/39 [====>.........................] - ETA: 3s 8/39 [=====>........................] - ETA: 3s 9/39 [=====>........................] - ETA: 3s 10/39 [======>.......................] - ETA: 3s 11/39 [=======>......................] - ETA: 3s 12/39 [========>.....................] - ETA: 3s 13/39 [=========>....................] - ETA: 3s 14/39 [=========>....................] - ETA: 3s 15/39 [==========>...................] - ETA: 2s 16/39 [===========>..................] - ETA: 2s 17/39 [============>.................] - ETA: 2s 18/39 [============>.................] - ETA: 2s 19/39 [=============>................] - ETA: 2s 20/39 [==============>...............] - ETA: 2s 21/39 [===============>..............] - ETA: 2s 22/39 [===============>..............] - ETA: 2s 23/39 [================>.............] - ETA: 1s 24/39 [=================>............] - ETA: 1s 25/39 [==================>...........] - ETA: 1s 26/39 [===================>..........] - ETA: 1s 27/39 [===================>..........] - ETA: 1s 28/39 [====================>.........] - ETA: 1s 29/39 [=====================>........] - ETA: 1s 30/39 [======================>.......] - ETA: 1s 31/39 [======================>.......] - ETA: 0s 32/39 [=======================>......] - ETA: 0s 33/39 [========================>.....] - ETA: 0s 34/39 [=========================>....] - ETA: 0s 35/39 [=========================>....] - ETA: 0s 36/39 [==========================>...] - ETA: 0s 37/39 [===========================>..] - ETA: 0s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 5s 126ms/step inserting motif: dnase_2 TGTACTTACGAA 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 4s 3/39 [=>............................] - ETA: 4s 4/39 [==>...........................] - ETA: 4s 5/39 [==>...........................] - ETA: 4s 6/39 [===>..........................] - ETA: 4s 7/39 [====>.........................] - ETA: 3s 8/39 [=====>........................] - ETA: 3s 9/39 [=====>........................] - ETA: 3s 10/39 [======>.......................] - ETA: 3s 11/39 [=======>......................] - ETA: 3s 12/39 [========>.....................] - ETA: 3s 13/39 [=========>....................] - ETA: 3s 14/39 [=========>....................] - ETA: 3s 15/39 [==========>...................] - ETA: 3s 16/39 [===========>..................] - ETA: 2s 17/39 [============>.................] - ETA: 2s 18/39 [============>.................] - ETA: 2s 19/39 [=============>................] - ETA: 2s 20/39 [==============>...............] - ETA: 2s 21/39 [===============>..............] - ETA: 2s 22/39 [===============>..............] - ETA: 2s 23/39 [================>.............] - ETA: 2s 24/39 [=================>............] - ETA: 1s 25/39 [==================>...........] - ETA: 1s 26/39 [===================>..........] - ETA: 1s 27/39 [===================>..........] - ETA: 1s 28/39 [====================>.........] - ETA: 1s 29/39 [=====================>........] - ETA: 1s 30/39 [======================>.......] - ETA: 1s 31/39 [======================>.......] - ETA: 1s 32/39 [=======================>......] - ETA: 0s 33/39 [========================>.....] - ETA: 0s 34/39 [=========================>....] - ETA: 0s 35/39 [=========================>....] - ETA: 0s 36/39 [==========================>...] - ETA: 0s 37/39 [===========================>..] - ETA: 0s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 5s 126ms/step 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 4s 3/39 [=>............................] - ETA: 4s 4/39 [==>...........................] - ETA: 4s 5/39 [==>...........................] - ETA: 4s 6/39 [===>..........................] - ETA: 4s 7/39 [====>.........................] - ETA: 4s 8/39 [=====>........................] - ETA: 3s 9/39 [=====>........................] - ETA: 3s 10/39 [======>.......................] - ETA: 3s 11/39 [=======>......................] - ETA: 3s 12/39 [========>.....................] - ETA: 3s 13/39 [=========>....................] - ETA: 3s 14/39 [=========>....................] - ETA: 3s 15/39 [==========>...................] - ETA: 3s 16/39 [===========>..................] - ETA: 2s 17/39 [============>.................] - ETA: 2s 18/39 [============>.................] - ETA: 2s 19/39 [=============>................] - ETA: 2s 20/39 [==============>...............] - ETA: 2s 21/39 [===============>..............] - ETA: 2s 22/39 [===============>..............] - ETA: 2s 23/39 [================>.............] - ETA: 2s 24/39 [=================>............] - ETA: 1s 25/39 [==================>...........] - ETA: 1s 26/39 [===================>..........] - ETA: 1s 27/39 [===================>..........] - ETA: 1s 28/39 [====================>.........] - ETA: 1s 29/39 [=====================>........] - ETA: 1s 30/39 [======================>.......] - ETA: 1s 31/39 [======================>.......] - ETA: 1s 32/39 [=======================>......] - ETA: 0s 33/39 [========================>.....] - ETA: 0s 34/39 [=========================>....] - ETA: 0s 35/39 [=========================>....] - ETA: 0s 36/39 [==========================>...] - ETA: 0s 37/39 [===========================>..] - ETA: 0s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 5s 126ms/step Saving marginal footprints