DNase-seq DNASE_SE Wed Mar 23 18:48:44 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 510.47.03 Driver Version: 510.47.03 CUDA Version: 11.6 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA A100-SXM... On | 00000000:8D:00.0 Off | 0 | | N/A 29C P0 53W / 400W | 0MiB / 40960MiB | 0% E. Process | | | | Disabled | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-03-23_18-48-44: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//preprocessing/bigWigs/ENCSR622HTS.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.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_bias_0.9.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias/ evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] Number of peaks input: 158503 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 158503 Number of peaks input: 41497 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 41497 Number of non peaks input: 158503 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 158503 Number of non peaks input: 41496 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 41496 Number of peaks after removing outliers: 156759 Number of nonpeaks after removing outliers: 140160 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//preprocessing/bigWigs/ENCSR622HTS.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.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': '20.6', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(141985, 10) loading nonpeaks... got split:train for bed regions:(126608, 10) loading peaks... got split:valid for bed regions:(14774, 10) loading nonpeaks... got split:valid for bed regions:(13552, 10) Epoch 1/50 1/2441 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ETA: 5:12 - loss: 1781.7884 - logits_profile_predictions_loss: 921.7038 - logcount_predictions_loss: 41.7517 385/2441 [===>..........................] - ETA: 5:12 - loss: 1780.1424 - logits_profile_predictions_loss: 921.6525 - logcount_predictions_loss: 41.6743 386/2441 [===>..........................] - ETA: 5:12 - loss: 1778.5028 - logits_profile_predictions_loss: 921.6004 - logcount_predictions_loss: 41.5972 387/2441 [===>..........................] - ETA: 5:12 - loss: 1776.8706 - logits_profile_predictions_loss: 921.5484 - logcount_predictions_loss: 41.5205 388/2441 [===>..........................] - ETA: 5:12 - loss: 1775.2465 - logits_profile_predictions_loss: 921.4975 - logcount_predictions_loss: 41.4441 389/2441 [===>..........................] - ETA: 5:12 - loss: 1773.6298 - logits_profile_predictions_loss: 921.4468 - logcount_predictions_loss: 41.3681 390/2441 [===>..........................] - ETA: 5:11 - loss: 1772.0192 - logits_profile_predictions_loss: 921.3953 - logcount_predictions_loss: 41.2924 391/2441 [===>..........................] - ETA: 5:11 - loss: 1770.4158 - logits_profile_predictions_loss: 921.3438 - logcount_predictions_loss: 41.2171 392/2441 [===>..........................] - ETA: 5:11 - loss: 1768.8192 - logits_profile_predictions_loss: 921.2924 - logcount_predictions_loss: 41.1421 393/2441 [===>..........................] - ETA: 5:11 - loss: 1767.2298 - logits_profile_predictions_loss: 921.2412 - logcount_predictions_loss: 41.0674 394/2441 [===>..........................] - ETA: 5:11 - loss: 1765.6477 - logits_profile_predictions_loss: 921.1904 - logcount_predictions_loss: 40.9931 395/2441 [===>..........................] - ETA: 5:11 - loss: 1764.0721 - logits_profile_predictions_loss: 921.1393 - logcount_predictions_loss: 40.9191 396/2441 [===>..........................] - ETA: 5:11 - loss: 1762.5045 - logits_profile_predictions_loss: 921.0893 - logcount_predictions_loss: 40.8454 397/2441 [===>..........................] - ETA: 5:10 - loss: 1760.9455 - logits_profile_predictions_loss: 921.0411 - logcount_predictions_loss: 40.7721 398/2441 [===>..........................] - ETA: 5:10 - loss: 1759.3943 - logits_profile_predictions_loss: 920.9941 - logcount_predictions_loss: 40.6990 399/2441 [===>..........................] - ETA: 5:10 - loss: 1757.8503 - logits_profile_predictions_loss: 920.9476 - logcount_predictions_loss: 40.6264 400/2441 [===>..........................] - ETA: 5:10 - loss: 1756.3126 - logits_profile_predictions_loss: 920.9008 - logcount_predictions_loss: 40.5540 401/2441 [===>..........................] - ETA: 5:10 - loss: 1754.7810 - logits_profile_predictions_loss: 920.8537 - logcount_predictions_loss: 40.4819 402/2441 [===>..........................] - ETA: 5:10 - loss: 1753.2553 - logits_profile_predictions_loss: 920.8061 - logcount_predictions_loss: 40.4102 403/2441 [===>..........................] - ETA: 5:09 - loss: 1751.7358 - logits_profile_predictions_loss: 920.7582 - 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ETA: 5:08 - loss: 1741.2824 - logits_profile_predictions_loss: 920.4293 - logcount_predictions_loss: 39.8472 411/2441 [====>.........................] - ETA: 5:08 - loss: 1739.8144 - logits_profile_predictions_loss: 920.3829 - logcount_predictions_loss: 39.7782 412/2441 [====>.........................] - ETA: 5:08 - loss: 1738.3522 - logits_profile_predictions_loss: 920.3363 - logcount_predictions_loss: 39.7095 413/2441 [====>.........................] - ETA: 5:08 - loss: 1736.8966 - logits_profile_predictions_loss: 920.2901 - logcount_predictions_loss: 39.6411 414/2441 [====>.........................] - ETA: 5:08 - loss: 1735.4467 - logits_profile_predictions_loss: 920.2437 - logcount_predictions_loss: 39.5730 415/2441 [====>.........................] - ETA: 5:08 - loss: 1734.0023 - logits_profile_predictions_loss: 920.1968 - logcount_predictions_loss: 39.5051 416/2441 [====>.........................] - ETA: 5:07 - loss: 1732.5647 - logits_profile_predictions_loss: 920.1509 - logcount_predictions_loss: 39.4376 417/2441 [====>.........................] - ETA: 5:07 - loss: 1731.1335 - logits_profile_predictions_loss: 920.1055 - logcount_predictions_loss: 39.3703 418/2441 [====>.........................] - ETA: 5:07 - loss: 1729.7098 - logits_profile_predictions_loss: 920.0614 - logcount_predictions_loss: 39.3033 419/2441 [====>.........................] - ETA: 5:07 - loss: 1728.2913 - logits_profile_predictions_loss: 920.0169 - logcount_predictions_loss: 39.2366 420/2441 [====>.........................] - ETA: 5:07 - loss: 1726.8796 - logits_profile_predictions_loss: 919.9734 - logcount_predictions_loss: 39.1702 421/2441 [====>.........................] - ETA: 5:07 - loss: 1725.4719 - logits_profile_predictions_loss: 919.9283 - logcount_predictions_loss: 39.1041 422/2441 [====>.........................] - ETA: 5:07 - loss: 1724.0709 - logits_profile_predictions_loss: 919.8842 - logcount_predictions_loss: 39.0382 423/2441 [====>.........................] - ETA: 5:06 - loss: 1722.6763 - logits_profile_predictions_loss: 919.8407 - logcount_predictions_loss: 38.9726 424/2441 [====>.........................] - ETA: 5:06 - loss: 1721.2878 - logits_profile_predictions_loss: 919.7977 - logcount_predictions_loss: 38.9073 425/2441 [====>.........................] - ETA: 5:06 - loss: 1719.9057 - logits_profile_predictions_loss: 919.7555 - logcount_predictions_loss: 38.8422 426/2441 [====>.........................] - ETA: 5:06 - loss: 1718.5295 - logits_profile_predictions_loss: 919.7137 - logcount_predictions_loss: 38.7775 427/2441 [====>.........................] - ETA: 5:06 - loss: 1717.1589 - logits_profile_predictions_loss: 919.6719 - logcount_predictions_loss: 38.7130 428/2441 [====>.........................] - ETA: 5:06 - loss: 1715.7946 - logits_profile_predictions_loss: 919.6309 - logcount_predictions_loss: 38.6487 429/2441 [====>.........................] - ETA: 5:05 - loss: 1714.4352 - logits_profile_predictions_loss: 919.5894 - 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ETA: 5:04 - loss: 1705.0729 - logits_profile_predictions_loss: 919.3033 - logcount_predictions_loss: 38.1442 437/2441 [====>.........................] - ETA: 5:04 - loss: 1703.7585 - logits_profile_predictions_loss: 919.2645 - logcount_predictions_loss: 38.0822 438/2441 [====>.........................] - ETA: 5:04 - loss: 1702.4481 - logits_profile_predictions_loss: 919.2245 - logcount_predictions_loss: 38.0206 439/2441 [====>.........................] - ETA: 5:04 - loss: 1701.1441 - logits_profile_predictions_loss: 919.1857 - logcount_predictions_loss: 37.9591 440/2441 [====>.........................] - ETA: 5:04 - loss: 1699.8452 - logits_profile_predictions_loss: 919.1470 - logcount_predictions_loss: 37.8980 441/2441 [====>.........................] - ETA: 5:04 - loss: 1698.5508 - logits_profile_predictions_loss: 919.1078 - logcount_predictions_loss: 37.8370 442/2441 [====>.........................] - ETA: 5:03 - loss: 1697.2606 - logits_profile_predictions_loss: 919.0679 - 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ETA: 5:02 - loss: 1688.3688 - logits_profile_predictions_loss: 918.7908 - logcount_predictions_loss: 37.3582 450/2441 [====>.........................] - ETA: 5:02 - loss: 1687.1205 - logits_profile_predictions_loss: 918.7538 - logcount_predictions_loss: 37.2994 451/2441 [====>.........................] - ETA: 5:02 - loss: 1685.8764 - logits_profile_predictions_loss: 918.7163 - logcount_predictions_loss: 37.2408 452/2441 [====>.........................] - ETA: 5:02 - loss: 1684.6361 - logits_profile_predictions_loss: 918.6780 - logcount_predictions_loss: 37.1824 453/2441 [====>.........................] - ETA: 5:02 - loss: 1683.4003 - logits_profile_predictions_loss: 918.6395 - logcount_predictions_loss: 37.1243 454/2441 [====>.........................] - ETA: 5:02 - loss: 1682.1686 - logits_profile_predictions_loss: 918.6006 - logcount_predictions_loss: 37.0664 455/2441 [====>.........................] - ETA: 5:01 - loss: 1680.9417 - logits_profile_predictions_loss: 918.5618 - logcount_predictions_loss: 37.0087 456/2441 [====>.........................] - ETA: 5:01 - loss: 1679.7196 - logits_profile_predictions_loss: 918.5233 - logcount_predictions_loss: 36.9513 457/2441 [====>.........................] - ETA: 5:01 - loss: 1678.5022 - logits_profile_predictions_loss: 918.4850 - logcount_predictions_loss: 36.8940 458/2441 [====>.........................] - ETA: 5:01 - loss: 1677.2907 - logits_profile_predictions_loss: 918.4479 - logcount_predictions_loss: 36.8370 459/2441 [====>.........................] - ETA: 5:01 - loss: 1676.0841 - logits_profile_predictions_loss: 918.4111 - logcount_predictions_loss: 36.7802 460/2441 [====>.........................] - ETA: 5:01 - loss: 1674.8819 - logits_profile_predictions_loss: 918.3743 - logcount_predictions_loss: 36.7237 461/2441 [====>.........................] - ETA: 5:01 - loss: 1673.6841 - logits_profile_predictions_loss: 918.3375 - logcount_predictions_loss: 36.6673 462/2441 [====>.........................] - ETA: 5:00 - loss: 1672.4903 - logits_profile_predictions_loss: 918.3004 - logcount_predictions_loss: 36.6112 463/2441 [====>.........................] - ETA: 5:00 - loss: 1671.3009 - logits_profile_predictions_loss: 918.2632 - logcount_predictions_loss: 36.5552 464/2441 [====>.........................] - ETA: 5:00 - loss: 1670.1156 - logits_profile_predictions_loss: 918.2258 - logcount_predictions_loss: 36.4995 465/2441 [====>.........................] - ETA: 5:00 - loss: 1668.9344 - logits_profile_predictions_loss: 918.1882 - logcount_predictions_loss: 36.4440 466/2441 [====>.........................] - ETA: 5:00 - loss: 1667.7575 - logits_profile_predictions_loss: 918.1507 - logcount_predictions_loss: 36.3887 467/2441 [====>.........................] - ETA: 5:00 - loss: 1666.5849 - logits_profile_predictions_loss: 918.1130 - logcount_predictions_loss: 36.3336 468/2441 [====>.........................] - ETA: 4:59 - loss: 1665.4165 - logits_profile_predictions_loss: 918.0753 - logcount_predictions_loss: 36.2787 469/2441 [====>.........................] - ETA: 4:59 - loss: 1664.2525 - logits_profile_predictions_loss: 918.0378 - logcount_predictions_loss: 36.2240 470/2441 [====>.........................] - ETA: 4:59 - loss: 1663.0920 - logits_profile_predictions_loss: 917.9996 - logcount_predictions_loss: 36.1695 471/2441 [====>.........................] - ETA: 4:59 - loss: 1661.9359 - logits_profile_predictions_loss: 917.9616 - logcount_predictions_loss: 36.1153 472/2441 [====>.........................] - ETA: 4:59 - loss: 1660.7846 - logits_profile_predictions_loss: 917.9242 - logcount_predictions_loss: 36.0612 473/2441 [====>.........................] - ETA: 4:59 - loss: 1659.6381 - logits_profile_predictions_loss: 917.8873 - logcount_predictions_loss: 36.0073 474/2441 [====>.........................] - ETA: 4:59 - loss: 1658.4953 - logits_profile_predictions_loss: 917.8501 - logcount_predictions_loss: 35.9537 475/2441 [====>.........................] - ETA: 4:58 - loss: 1657.3571 - logits_profile_predictions_loss: 917.8134 - logcount_predictions_loss: 35.9002 476/2441 [====>.........................] - ETA: 4:58 - loss: 1656.2237 - logits_profile_predictions_loss: 917.7773 - logcount_predictions_loss: 35.8469 477/2441 [====>.........................] - ETA: 4:58 - loss: 1655.0950 - logits_profile_predictions_loss: 917.7419 - logcount_predictions_loss: 35.7938 478/2441 [====>.........................] - ETA: 4:58 - loss: 1653.9702 - logits_profile_predictions_loss: 917.7062 - logcount_predictions_loss: 35.7410 479/2441 [====>.........................] - ETA: 4:58 - loss: 1652.8492 - logits_profile_predictions_loss: 917.6704 - logcount_predictions_loss: 35.6883 480/2441 [====>.........................] - ETA: 4:58 - loss: 1651.7330 - logits_profile_predictions_loss: 917.6353 - logcount_predictions_loss: 35.6358 481/2441 [====>.........................] - ETA: 4:57 - loss: 1650.6211 - logits_profile_predictions_loss: 917.6005 - logcount_predictions_loss: 35.5835 482/2441 [====>.........................] - ETA: 4:57 - loss: 1649.5132 - logits_profile_predictions_loss: 917.5658 - logcount_predictions_loss: 35.5314 483/2441 [====>.........................] - ETA: 4:57 - loss: 1648.4100 - logits_profile_predictions_loss: 917.5318 - logcount_predictions_loss: 35.4795 484/2441 [====>.........................] - ETA: 4:57 - loss: 1647.3097 - logits_profile_predictions_loss: 917.4968 - logcount_predictions_loss: 35.4278 485/2441 [====>.........................] - ETA: 4:57 - loss: 1646.2126 - logits_profile_predictions_loss: 917.4614 - logcount_predictions_loss: 35.3763 486/2441 [====>.........................] - ETA: 4:57 - loss: 1645.1185 - logits_profile_predictions_loss: 917.4251 - logcount_predictions_loss: 35.3249 487/2441 [====>.........................] - ETA: 4:57 - loss: 1644.0283 - logits_profile_predictions_loss: 917.3889 - logcount_predictions_loss: 35.2738 488/2441 [====>.........................] - ETA: 4:56 - loss: 1642.9422 - logits_profile_predictions_loss: 917.3529 - logcount_predictions_loss: 35.2228 489/2441 [=====>........................] - ETA: 4:56 - loss: 1641.8595 - logits_profile_predictions_loss: 917.3166 - logcount_predictions_loss: 35.1720 490/2441 [=====>........................] - ETA: 4:56 - loss: 1640.7796 - logits_profile_predictions_loss: 917.2794 - logcount_predictions_loss: 35.1214 491/2441 [=====>........................] - ETA: 4:56 - loss: 1639.7033 - logits_profile_predictions_loss: 917.2423 - logcount_predictions_loss: 35.0709 492/2441 [=====>........................] - ETA: 4:56 - loss: 1638.6311 - logits_profile_predictions_loss: 917.2053 - logcount_predictions_loss: 35.0207 493/2441 [=====>........................] - ETA: 4:56 - loss: 1637.5632 - logits_profile_predictions_loss: 917.1689 - logcount_predictions_loss: 34.9706 494/2441 [=====>........................] - ETA: 4:55 - loss: 1636.4990 - logits_profile_predictions_loss: 917.1325 - logcount_predictions_loss: 34.9207 495/2441 [=====>........................] - ETA: 4:55 - loss: 1635.4394 - logits_profile_predictions_loss: 917.0970 - logcount_predictions_loss: 34.8710 496/2441 [=====>........................] - ETA: 4:55 - loss: 1634.3847 - logits_profile_predictions_loss: 917.0625 - logcount_predictions_loss: 34.8215 497/2441 [=====>........................] - ETA: 4:55 - loss: 1633.3332 - logits_profile_predictions_loss: 917.0278 - logcount_predictions_loss: 34.7721 498/2441 [=====>........................] - ETA: 4:55 - loss: 1632.2857 - logits_profile_predictions_loss: 916.9934 - logcount_predictions_loss: 34.7229 499/2441 [=====>........................] - ETA: 4:55 - loss: 1631.2418 - logits_profile_predictions_loss: 916.9591 - logcount_predictions_loss: 34.6739 500/2441 [=====>........................] - ETA: 4:55 - loss: 1630.2013 - logits_profile_predictions_loss: 916.9246 - logcount_predictions_loss: 34.6251 501/2441 [=====>........................] - 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[============================>.] - ETA: 4s - loss: 1109.7710 - logits_profile_predictions_loss: 879.6678 - logcount_predictions_loss: 11.1700 2410/2441 [============================>.] - ETA: 4s - loss: 1109.6863 - logits_profile_predictions_loss: 879.6527 - logcount_predictions_loss: 11.1667 2411/2441 [============================>.] - ETA: 4s - loss: 1109.6017 - logits_profile_predictions_loss: 879.6375 - logcount_predictions_loss: 11.1633 2412/2441 [============================>.] - ETA: 4s - loss: 1109.5171 - logits_profile_predictions_loss: 879.6224 - logcount_predictions_loss: 11.1599 2413/2441 [============================>.] - ETA: 4s - loss: 1109.4325 - logits_profile_predictions_loss: 879.6072 - logcount_predictions_loss: 11.1566 2414/2441 [============================>.] - ETA: 4s - loss: 1109.3480 - logits_profile_predictions_loss: 879.5920 - logcount_predictions_loss: 11.1532 2415/2441 [============================>.] - ETA: 3s - loss: 1109.2636 - 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[============================>.] - ETA: 2s - loss: 1108.6739 - logits_profile_predictions_loss: 879.4709 - logcount_predictions_loss: 11.1263 2423/2441 [============================>.] - ETA: 2s - loss: 1108.5899 - logits_profile_predictions_loss: 879.4558 - logcount_predictions_loss: 11.1230 2424/2441 [============================>.] - ETA: 2s - loss: 1108.5060 - logits_profile_predictions_loss: 879.4407 - logcount_predictions_loss: 11.1197 2425/2441 [============================>.] - ETA: 2s - loss: 1108.4222 - logits_profile_predictions_loss: 879.4256 - logcount_predictions_loss: 11.1163 2426/2441 [============================>.] - ETA: 2s - loss: 1108.3384 - logits_profile_predictions_loss: 879.4106 - logcount_predictions_loss: 11.1130 2427/2441 [============================>.] - ETA: 2s - loss: 1108.2546 - logits_profile_predictions_loss: 879.3955 - logcount_predictions_loss: 11.1097 2428/2441 [============================>.] - ETA: 1s - loss: 1108.1709 - logits_profile_predictions_loss: 879.3805 - logcount_predictions_loss: 11.1063 2429/2441 [============================>.] - ETA: 1s - loss: 1108.0873 - logits_profile_predictions_loss: 879.3655 - logcount_predictions_loss: 11.1030 2430/2441 [============================>.] - ETA: 1s - loss: 1108.0038 - logits_profile_predictions_loss: 879.3505 - logcount_predictions_loss: 11.0997 2431/2441 [============================>.] - ETA: 1s - loss: 1107.9203 - logits_profile_predictions_loss: 879.3355 - logcount_predictions_loss: 11.0963 2432/2441 [============================>.] - ETA: 1s - loss: 1107.8368 - logits_profile_predictions_loss: 879.3204 - logcount_predictions_loss: 11.0930 2433/2441 [============================>.] - ETA: 1s - loss: 1107.7534 - logits_profile_predictions_loss: 879.3054 - logcount_predictions_loss: 11.0897 2434/2441 [============================>.] - ETA: 1s - loss: 1107.6700 - logits_profile_predictions_loss: 879.2903 - logcount_predictions_loss: 11.0864 2435/2441 [============================>.] - ETA: 0s - loss: 1107.5866 - logits_profile_predictions_loss: 879.2753 - logcount_predictions_loss: 11.0831 2436/2441 [============================>.] - ETA: 0s - loss: 1107.5034 - logits_profile_predictions_loss: 879.2603 - logcount_predictions_loss: 11.0797 2437/2441 [============================>.] - ETA: 0s - loss: 1107.4202 - logits_profile_predictions_loss: 879.2453 - logcount_predictions_loss: 11.0764 2438/2441 [============================>.] - ETA: 0s - loss: 1107.3371 - logits_profile_predictions_loss: 879.2304 - logcount_predictions_loss: 11.0731 2439/2441 [============================>.] - ETA: 0s - loss: 1107.2540 - logits_profile_predictions_loss: 879.2154 - logcount_predictions_loss: 11.0698 2440/2441 [============================>.] - ETA: 0s - loss: 1107.1710 - logits_profile_predictions_loss: 879.2005 - logcount_predictions_loss: 11.0665 2441/2441 [==============================] - ETA: 0s - loss: 1107.0880 - logits_profile_predictions_loss: 879.1855 - logcount_predictions_loss: 11.0632 2441/2441 [==============================] - 398s 160ms/step - loss: 1107.0052 - logits_profile_predictions_loss: 879.1706 - logcount_predictions_loss: 11.0599 - val_loss: 803.7427 - val_logits_profile_predictions_loss: 786.5745 - val_logcount_predictions_loss: 0.8334 Epoch 00001: val_loss improved from inf to 803.74268, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 2/50 1/2441 [..............................] - ETA: 7:35 - loss: 835.0356 - logits_profile_predictions_loss: 820.5387 - logcount_predictions_loss: 0.7037 2/2441 [..............................] - ETA: 6:37 - loss: 847.9027 - logits_profile_predictions_loss: 831.9301 - logcount_predictions_loss: 0.7754 3/2441 [..............................] - ETA: 6:23 - loss: 843.2686 - logits_profile_predictions_loss: 827.3981 - logcount_predictions_loss: 0.7704 4/2441 [..............................] - ETA: 6:19 - loss: 832.1867 - logits_profile_predictions_loss: 815.9314 - logcount_predictions_loss: 0.7891 5/2441 [..............................] - ETA: 6:16 - loss: 825.9349 - logits_profile_predictions_loss: 809.3423 - logcount_predictions_loss: 0.8055 6/2441 [..............................] - ETA: 6:15 - loss: 818.1398 - logits_profile_predictions_loss: 801.5055 - logcount_predictions_loss: 0.8075 7/2441 [..............................] - ETA: 6:14 - loss: 812.1691 - logits_profile_predictions_loss: 795.5086 - logcount_predictions_loss: 0.8088 8/2441 [..............................] - ETA: 6:13 - loss: 808.0258 - logits_profile_predictions_loss: 791.3194 - logcount_predictions_loss: 0.8110 9/2441 [..............................] - ETA: 6:13 - loss: 804.7793 - logits_profile_predictions_loss: 787.9854 - logcount_predictions_loss: 0.8152 10/2441 [..............................] - ETA: 6:12 - loss: 804.0512 - logits_profile_predictions_loss: 787.0558 - logcount_predictions_loss: 0.8250 11/2441 [..............................] - ETA: 6:12 - loss: 804.1755 - logits_profile_predictions_loss: 786.9648 - logcount_predictions_loss: 0.8355 12/2441 [..............................] - ETA: 6:11 - loss: 806.0610 - logits_profile_predictions_loss: 788.6953 - logcount_predictions_loss: 0.8430 13/2441 [..............................] - ETA: 6:13 - loss: 808.2268 - logits_profile_predictions_loss: 790.7056 - logcount_predictions_loss: 0.8505 14/2441 [..............................] - ETA: 6:12 - loss: 809.4006 - logits_profile_predictions_loss: 791.7581 - logcount_predictions_loss: 0.8564 15/2441 [..............................] - ETA: 6:12 - loss: 810.4945 - logits_profile_predictions_loss: 792.7562 - logcount_predictions_loss: 0.8611 16/2441 [..............................] - ETA: 6:12 - loss: 811.2483 - logits_profile_predictions_loss: 793.4263 - logcount_predictions_loss: 0.8651 17/2441 [..............................] - ETA: 6:11 - loss: 812.6587 - logits_profile_predictions_loss: 794.7643 - logcount_predictions_loss: 0.8687 18/2441 [..............................] - ETA: 6:11 - loss: 813.6988 - logits_profile_predictions_loss: 795.7198 - logcount_predictions_loss: 0.8728 19/2441 [..............................] - ETA: 6:11 - loss: 814.4095 - logits_profile_predictions_loss: 796.3716 - logcount_predictions_loss: 0.8756 20/2441 [..............................] - ETA: 6:10 - loss: 815.0665 - logits_profile_predictions_loss: 796.9685 - logcount_predictions_loss: 0.8785 21/2441 [..............................] - ETA: 6:10 - loss: 815.5822 - logits_profile_predictions_loss: 797.4328 - logcount_predictions_loss: 0.8810 22/2441 [..............................] - ETA: 6:10 - loss: 815.9589 - logits_profile_predictions_loss: 797.7650 - logcount_predictions_loss: 0.8832 23/2441 [..............................] - ETA: 6:09 - loss: 816.5619 - logits_profile_predictions_loss: 798.3402 - logcount_predictions_loss: 0.8845 24/2441 [..............................] - ETA: 6:09 - loss: 817.0076 - logits_profile_predictions_loss: 798.7624 - logcount_predictions_loss: 0.8857 25/2441 [..............................] - ETA: 6:09 - loss: 817.4660 - logits_profile_predictions_loss: 799.2067 - logcount_predictions_loss: 0.8864 26/2441 [..............................] - ETA: 6:09 - loss: 817.6953 - logits_profile_predictions_loss: 799.4231 - logcount_predictions_loss: 0.8870 27/2441 [..............................] - ETA: 6:08 - loss: 817.8998 - logits_profile_predictions_loss: 799.6215 - logcount_predictions_loss: 0.8873 28/2441 [..............................] - ETA: 6:08 - loss: 818.0954 - logits_profile_predictions_loss: 799.8044 - logcount_predictions_loss: 0.8879 29/2441 [..............................] - ETA: 6:08 - loss: 818.3096 - logits_profile_predictions_loss: 800.0110 - logcount_predictions_loss: 0.8883 30/2441 [..............................] - ETA: 6:08 - loss: 818.4276 - logits_profile_predictions_loss: 800.1264 - logcount_predictions_loss: 0.8884 31/2441 [..............................] - ETA: 6:07 - loss: 818.4398 - logits_profile_predictions_loss: 800.1357 - logcount_predictions_loss: 0.8886 32/2441 [..............................] - ETA: 6:07 - loss: 818.4125 - logits_profile_predictions_loss: 800.1093 - logcount_predictions_loss: 0.8885 33/2441 [..............................] - ETA: 6:07 - loss: 818.3109 - logits_profile_predictions_loss: 800.0056 - logcount_predictions_loss: 0.8886 34/2441 [..............................] - ETA: 6:07 - loss: 818.2286 - logits_profile_predictions_loss: 799.9182 - logcount_predictions_loss: 0.8889 35/2441 [..............................] - ETA: 6:07 - loss: 818.1990 - logits_profile_predictions_loss: 799.8846 - logcount_predictions_loss: 0.8890 36/2441 [..............................] - ETA: 6:07 - loss: 818.2604 - logits_profile_predictions_loss: 799.9428 - logcount_predictions_loss: 0.8892 37/2441 [..............................] - ETA: 6:06 - loss: 818.2230 - logits_profile_predictions_loss: 799.9030 - logcount_predictions_loss: 0.8893 38/2441 [..............................] - ETA: 6:06 - loss: 818.1477 - logits_profile_predictions_loss: 799.8266 - logcount_predictions_loss: 0.8894 39/2441 [..............................] - ETA: 6:06 - loss: 818.0844 - logits_profile_predictions_loss: 799.7631 - logcount_predictions_loss: 0.8894 40/2441 [..............................] - ETA: 6:06 - loss: 817.9449 - logits_profile_predictions_loss: 799.6260 - logcount_predictions_loss: 0.8893 41/2441 [..............................] - ETA: 6:06 - loss: 817.7310 - logits_profile_predictions_loss: 799.4179 - logcount_predictions_loss: 0.8890 42/2441 [..............................] - ETA: 6:06 - loss: 817.6392 - logits_profile_predictions_loss: 799.3288 - logcount_predictions_loss: 0.8889 43/2441 [..............................] - ETA: 6:05 - loss: 817.4989 - logits_profile_predictions_loss: 799.1931 - logcount_predictions_loss: 0.8886 44/2441 [..............................] - ETA: 6:05 - loss: 817.4452 - logits_profile_predictions_loss: 799.1458 - logcount_predictions_loss: 0.8883 45/2441 [..............................] - ETA: 6:05 - loss: 817.4620 - logits_profile_predictions_loss: 799.1689 - logcount_predictions_loss: 0.8880 46/2441 [..............................] - ETA: 6:05 - loss: 817.5159 - logits_profile_predictions_loss: 799.2295 - logcount_predictions_loss: 0.8877 47/2441 [..............................] - ETA: 6:05 - loss: 817.5959 - logits_profile_predictions_loss: 799.3138 - logcount_predictions_loss: 0.8875 48/2441 [..............................] - ETA: 6:04 - loss: 817.6496 - logits_profile_predictions_loss: 799.3691 - logcount_predictions_loss: 0.8874 49/2441 [..............................] - ETA: 6:04 - loss: 817.7069 - logits_profile_predictions_loss: 799.4259 - logcount_predictions_loss: 0.8874 50/2441 [..............................] - ETA: 6:04 - loss: 817.7474 - logits_profile_predictions_loss: 799.4630 - logcount_predictions_loss: 0.8876 51/2441 [..............................] - ETA: 6:04 - loss: 817.7989 - logits_profile_predictions_loss: 799.5079 - logcount_predictions_loss: 0.8879 52/2441 [..............................] - ETA: 6:04 - loss: 817.8090 - logits_profile_predictions_loss: 799.5128 - logcount_predictions_loss: 0.8882 53/2441 [..............................] - ETA: 6:04 - loss: 817.7631 - logits_profile_predictions_loss: 799.4627 - logcount_predictions_loss: 0.8884 54/2441 [..............................] - ETA: 6:03 - loss: 817.6862 - logits_profile_predictions_loss: 799.3828 - logcount_predictions_loss: 0.8885 55/2441 [..............................] - ETA: 6:03 - loss: 817.6336 - logits_profile_predictions_loss: 799.3265 - logcount_predictions_loss: 0.8887 56/2441 [..............................] - ETA: 6:03 - loss: 817.5676 - logits_profile_predictions_loss: 799.2577 - logcount_predictions_loss: 0.8888 57/2441 [..............................] - ETA: 6:03 - loss: 817.5035 - logits_profile_predictions_loss: 799.1894 - logcount_predictions_loss: 0.8890 58/2441 [..............................] - ETA: 6:03 - loss: 817.4369 - logits_profile_predictions_loss: 799.1182 - logcount_predictions_loss: 0.8893 59/2441 [..............................] - ETA: 6:03 - loss: 817.4113 - logits_profile_predictions_loss: 799.0890 - logcount_predictions_loss: 0.8894 60/2441 [..............................] - ETA: 6:02 - loss: 817.4204 - logits_profile_predictions_loss: 799.0944 - logcount_predictions_loss: 0.8896 61/2441 [..............................] - ETA: 6:02 - loss: 817.3867 - logits_profile_predictions_loss: 799.0570 - logcount_predictions_loss: 0.8898 62/2441 [..............................] - ETA: 6:02 - loss: 817.4005 - logits_profile_predictions_loss: 799.0685 - logcount_predictions_loss: 0.8899 63/2441 [..............................] - ETA: 6:02 - loss: 817.3820 - logits_profile_predictions_loss: 799.0484 - logcount_predictions_loss: 0.8900 64/2441 [..............................] - ETA: 6:02 - loss: 817.3958 - logits_profile_predictions_loss: 799.0619 - logcount_predictions_loss: 0.8900 65/2441 [..............................] - ETA: 6:02 - loss: 817.4319 - logits_profile_predictions_loss: 799.0982 - logcount_predictions_loss: 0.8900 66/2441 [..............................] - ETA: 6:01 - loss: 817.5104 - logits_profile_predictions_loss: 799.1773 - logcount_predictions_loss: 0.8900 67/2441 [..............................] - ETA: 6:01 - loss: 817.5920 - logits_profile_predictions_loss: 799.2572 - logcount_predictions_loss: 0.8900 68/2441 [..............................] - ETA: 6:01 - loss: 817.6651 - logits_profile_predictions_loss: 799.3290 - logcount_predictions_loss: 0.8901 69/2441 [..............................] - ETA: 6:01 - loss: 817.7446 - logits_profile_predictions_loss: 799.4066 - logcount_predictions_loss: 0.8902 70/2441 [..............................] - ETA: 6:01 - loss: 817.8120 - logits_profile_predictions_loss: 799.4720 - logcount_predictions_loss: 0.8903 71/2441 [..............................] - ETA: 6:01 - loss: 817.8875 - logits_profile_predictions_loss: 799.5448 - logcount_predictions_loss: 0.8904 72/2441 [..............................] - ETA: 6:00 - loss: 817.9610 - logits_profile_predictions_loss: 799.6151 - logcount_predictions_loss: 0.8906 73/2441 [..............................] - ETA: 6:00 - loss: 818.0101 - logits_profile_predictions_loss: 799.6610 - logcount_predictions_loss: 0.8907 74/2441 [..............................] - ETA: 6:00 - loss: 818.0411 - logits_profile_predictions_loss: 799.6897 - logcount_predictions_loss: 0.8908 75/2441 [..............................] - ETA: 6:00 - loss: 818.0843 - logits_profile_predictions_loss: 799.7303 - logcount_predictions_loss: 0.8910 76/2441 [..............................] - ETA: 6:00 - loss: 818.1140 - logits_profile_predictions_loss: 799.7578 - logcount_predictions_loss: 0.8911 77/2441 [..............................] - ETA: 6:00 - loss: 818.1643 - logits_profile_predictions_loss: 799.8058 - logcount_predictions_loss: 0.8912 78/2441 [..............................] - ETA: 6:00 - loss: 818.2212 - logits_profile_predictions_loss: 799.8601 - logcount_predictions_loss: 0.8913 79/2441 [..............................] - ETA: 5:59 - loss: 818.2445 - logits_profile_predictions_loss: 799.8807 - logcount_predictions_loss: 0.8915 80/2441 [..............................] - ETA: 5:59 - loss: 818.2635 - logits_profile_predictions_loss: 799.8968 - logcount_predictions_loss: 0.8916 81/2441 [..............................] - ETA: 5:59 - loss: 818.2755 - logits_profile_predictions_loss: 799.9049 - logcount_predictions_loss: 0.8918 82/2441 [>.............................] - ETA: 5:59 - loss: 818.3003 - logits_profile_predictions_loss: 799.9262 - logcount_predictions_loss: 0.8919 83/2441 [>.............................] - ETA: 5:59 - loss: 818.3304 - logits_profile_predictions_loss: 799.9533 - logcount_predictions_loss: 0.8921 84/2441 [>.............................] - ETA: 5:59 - loss: 818.3654 - logits_profile_predictions_loss: 799.9860 - logcount_predictions_loss: 0.8922 85/2441 [>.............................] - ETA: 5:58 - loss: 818.3935 - logits_profile_predictions_loss: 800.0127 - logcount_predictions_loss: 0.8923 86/2441 [>.............................] - ETA: 5:58 - loss: 818.4368 - logits_profile_predictions_loss: 800.0530 - logcount_predictions_loss: 0.8924 87/2441 [>.............................] - ETA: 5:58 - loss: 818.4672 - logits_profile_predictions_loss: 800.0797 - logcount_predictions_loss: 0.8926 88/2441 [>.............................] - ETA: 5:58 - loss: 818.4987 - logits_profile_predictions_loss: 800.1081 - logcount_predictions_loss: 0.8928 89/2441 [>.............................] - ETA: 5:58 - loss: 818.5312 - logits_profile_predictions_loss: 800.1372 - logcount_predictions_loss: 0.8929 90/2441 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800.1793 - logcount_predictions_loss: 0.8936 97/2441 [>.............................] - ETA: 5:56 - loss: 818.5597 - logits_profile_predictions_loss: 800.1519 - logcount_predictions_loss: 0.8936 98/2441 [>.............................] - ETA: 5:56 - loss: 818.5423 - logits_profile_predictions_loss: 800.1339 - logcount_predictions_loss: 0.8936 99/2441 [>.............................] - ETA: 5:56 - loss: 818.5399 - logits_profile_predictions_loss: 800.1308 - logcount_predictions_loss: 0.8936 100/2441 [>.............................] - ETA: 5:56 - loss: 818.5388 - logits_profile_predictions_loss: 800.1291 - logcount_predictions_loss: 0.8937 101/2441 [>.............................] - ETA: 5:56 - loss: 818.5390 - logits_profile_predictions_loss: 800.1288 - logcount_predictions_loss: 0.8937 102/2441 [>.............................] - ETA: 5:56 - loss: 818.5245 - logits_profile_predictions_loss: 800.1140 - logcount_predictions_loss: 0.8937 103/2441 [>.............................] - ETA: 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[===>..........................] - ETA: 5:12 - loss: 814.0962 - logits_profile_predictions_loss: 795.6541 - logcount_predictions_loss: 0.8953 384/2441 [===>..........................] - ETA: 5:12 - loss: 814.0754 - logits_profile_predictions_loss: 795.6343 - logcount_predictions_loss: 0.8952 385/2441 [===>..........................] - ETA: 5:12 - loss: 814.0551 - logits_profile_predictions_loss: 795.6150 - logcount_predictions_loss: 0.8952 386/2441 [===>..........................] - ETA: 5:12 - loss: 814.0354 - logits_profile_predictions_loss: 795.5963 - logcount_predictions_loss: 0.8951 387/2441 [===>..........................] - ETA: 5:12 - loss: 814.0156 - logits_profile_predictions_loss: 795.5774 - logcount_predictions_loss: 0.8951 388/2441 [===>..........................] - ETA: 5:12 - loss: 813.9950 - logits_profile_predictions_loss: 795.5578 - logcount_predictions_loss: 0.8950 389/2441 [===>..........................] - ETA: 5:11 - loss: 813.9745 - 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[===>..........................] - ETA: 5:10 - loss: 813.8258 - logits_profile_predictions_loss: 795.3963 - logcount_predictions_loss: 0.8946 397/2441 [===>..........................] - ETA: 5:10 - loss: 813.8046 - logits_profile_predictions_loss: 795.3760 - logcount_predictions_loss: 0.8946 398/2441 [===>..........................] - ETA: 5:10 - loss: 813.7833 - logits_profile_predictions_loss: 795.3555 - logcount_predictions_loss: 0.8946 399/2441 [===>..........................] - ETA: 5:10 - loss: 813.7624 - logits_profile_predictions_loss: 795.3356 - logcount_predictions_loss: 0.8945 400/2441 [===>..........................] - ETA: 5:10 - loss: 813.7407 - logits_profile_predictions_loss: 795.3148 - logcount_predictions_loss: 0.8945 401/2441 [===>..........................] - ETA: 5:10 - loss: 813.7183 - logits_profile_predictions_loss: 795.2933 - logcount_predictions_loss: 0.8944 402/2441 [===>..........................] - ETA: 5:09 - loss: 813.6948 - logits_profile_predictions_loss: 795.2707 - logcount_predictions_loss: 0.8944 403/2441 [===>..........................] - ETA: 5:09 - loss: 813.6716 - logits_profile_predictions_loss: 795.2485 - logcount_predictions_loss: 0.8943 404/2441 [===>..........................] - ETA: 5:09 - loss: 813.6491 - logits_profile_predictions_loss: 795.2269 - logcount_predictions_loss: 0.8943 405/2441 [===>..........................] - ETA: 5:09 - loss: 813.6277 - logits_profile_predictions_loss: 795.2064 - logcount_predictions_loss: 0.8942 406/2441 [===>..........................] - ETA: 5:09 - loss: 813.6074 - logits_profile_predictions_loss: 795.1870 - logcount_predictions_loss: 0.8942 407/2441 [====>.........................] - ETA: 5:09 - loss: 813.5877 - logits_profile_predictions_loss: 795.1682 - logcount_predictions_loss: 0.8942 408/2441 [====>.........................] - ETA: 5:08 - loss: 813.5685 - logits_profile_predictions_loss: 795.1499 - logcount_predictions_loss: 0.8941 409/2441 [====>.........................] - ETA: 5:08 - loss: 813.5491 - logits_profile_predictions_loss: 795.1315 - logcount_predictions_loss: 0.8941 410/2441 [====>.........................] - ETA: 5:08 - loss: 813.5297 - logits_profile_predictions_loss: 795.1130 - logcount_predictions_loss: 0.8940 411/2441 [====>.........................] - ETA: 5:08 - loss: 813.5093 - logits_profile_predictions_loss: 795.0935 - logcount_predictions_loss: 0.8940 412/2441 [====>.........................] - ETA: 5:08 - loss: 813.4887 - logits_profile_predictions_loss: 795.0739 - logcount_predictions_loss: 0.8939 413/2441 [====>.........................] - ETA: 5:08 - loss: 813.4679 - logits_profile_predictions_loss: 795.0539 - logcount_predictions_loss: 0.8939 414/2441 [====>.........................] - ETA: 5:08 - loss: 813.4477 - logits_profile_predictions_loss: 795.0346 - logcount_predictions_loss: 0.8938 415/2441 [====>.........................] - ETA: 5:07 - loss: 813.4269 - logits_profile_predictions_loss: 795.0147 - logcount_predictions_loss: 0.8938 416/2441 [====>.........................] - ETA: 5:07 - loss: 813.4066 - logits_profile_predictions_loss: 794.9953 - logcount_predictions_loss: 0.8938 417/2441 [====>.........................] - ETA: 5:07 - loss: 813.3862 - logits_profile_predictions_loss: 794.9758 - logcount_predictions_loss: 0.8937 418/2441 [====>.........................] - ETA: 5:07 - loss: 813.3652 - logits_profile_predictions_loss: 794.9557 - logcount_predictions_loss: 0.8937 419/2441 [====>.........................] - ETA: 5:07 - loss: 813.3435 - logits_profile_predictions_loss: 794.9349 - logcount_predictions_loss: 0.8936 420/2441 [====>.........................] - ETA: 5:07 - loss: 813.3213 - logits_profile_predictions_loss: 794.9136 - logcount_predictions_loss: 0.8936 421/2441 [====>.........................] - ETA: 5:07 - loss: 813.2987 - logits_profile_predictions_loss: 794.8919 - logcount_predictions_loss: 0.8935 422/2441 [====>.........................] - ETA: 5:06 - loss: 813.2757 - logits_profile_predictions_loss: 794.8698 - logcount_predictions_loss: 0.8935 423/2441 [====>.........................] - ETA: 5:06 - loss: 813.2529 - logits_profile_predictions_loss: 794.8479 - logcount_predictions_loss: 0.8935 424/2441 [====>.........................] - ETA: 5:06 - loss: 813.2303 - logits_profile_predictions_loss: 794.8261 - logcount_predictions_loss: 0.8934 425/2441 [====>.........................] - ETA: 5:06 - loss: 813.2083 - logits_profile_predictions_loss: 794.8050 - logcount_predictions_loss: 0.8934 426/2441 [====>.........................] - ETA: 5:06 - loss: 813.1863 - logits_profile_predictions_loss: 794.7837 - logcount_predictions_loss: 0.8933 427/2441 [====>.........................] - ETA: 5:06 - loss: 813.1649 - logits_profile_predictions_loss: 794.7632 - logcount_predictions_loss: 0.8933 428/2441 [====>.........................] - ETA: 5:05 - loss: 813.1436 - logits_profile_predictions_loss: 794.7427 - logcount_predictions_loss: 0.8933 429/2441 [====>.........................] - ETA: 5:05 - loss: 813.1217 - logits_profile_predictions_loss: 794.7216 - logcount_predictions_loss: 0.8932 430/2441 [====>.........................] - ETA: 5:05 - loss: 813.0993 - logits_profile_predictions_loss: 794.7000 - logcount_predictions_loss: 0.8932 431/2441 [====>.........................] - ETA: 5:05 - loss: 813.0762 - logits_profile_predictions_loss: 794.6778 - logcount_predictions_loss: 0.8931 432/2441 [====>.........................] - ETA: 5:05 - loss: 813.0534 - logits_profile_predictions_loss: 794.6558 - logcount_predictions_loss: 0.8931 433/2441 [====>.........................] - ETA: 5:05 - loss: 813.0309 - logits_profile_predictions_loss: 794.6340 - logcount_predictions_loss: 0.8931 434/2441 [====>.........................] - ETA: 5:05 - loss: 813.0095 - logits_profile_predictions_loss: 794.6133 - logcount_predictions_loss: 0.8930 435/2441 [====>.........................] - ETA: 5:04 - loss: 812.9879 - logits_profile_predictions_loss: 794.5924 - logcount_predictions_loss: 0.8930 436/2441 [====>.........................] - ETA: 5:04 - loss: 812.9671 - logits_profile_predictions_loss: 794.5723 - logcount_predictions_loss: 0.8930 437/2441 [====>.........................] - ETA: 5:04 - loss: 812.9469 - logits_profile_predictions_loss: 794.5527 - logcount_predictions_loss: 0.8929 438/2441 [====>.........................] - ETA: 5:04 - loss: 812.9264 - logits_profile_predictions_loss: 794.5329 - logcount_predictions_loss: 0.8929 439/2441 [====>.........................] - ETA: 5:04 - loss: 812.9064 - logits_profile_predictions_loss: 794.5137 - logcount_predictions_loss: 0.8929 440/2441 [====>.........................] - ETA: 5:04 - loss: 812.8863 - logits_profile_predictions_loss: 794.4943 - logcount_predictions_loss: 0.8928 441/2441 [====>.........................] - ETA: 5:03 - loss: 812.8663 - logits_profile_predictions_loss: 794.4750 - logcount_predictions_loss: 0.8928 442/2441 [====>.........................] - ETA: 5:03 - loss: 812.8466 - logits_profile_predictions_loss: 794.4559 - logcount_predictions_loss: 0.8928 443/2441 [====>.........................] - ETA: 5:03 - loss: 812.8273 - logits_profile_predictions_loss: 794.4374 - logcount_predictions_loss: 0.8927 444/2441 [====>.........................] - ETA: 5:03 - loss: 812.8080 - logits_profile_predictions_loss: 794.4188 - logcount_predictions_loss: 0.8927 445/2441 [====>.........................] - ETA: 5:03 - loss: 812.7894 - logits_profile_predictions_loss: 794.4008 - logcount_predictions_loss: 0.8927 446/2441 [====>.........................] - ETA: 5:03 - loss: 812.7705 - logits_profile_predictions_loss: 794.3826 - logcount_predictions_loss: 0.8926 447/2441 [====>.........................] - ETA: 5:03 - loss: 812.7515 - logits_profile_predictions_loss: 794.3642 - logcount_predictions_loss: 0.8926 448/2441 [====>.........................] - ETA: 5:02 - loss: 812.7326 - logits_profile_predictions_loss: 794.3459 - logcount_predictions_loss: 0.8926 449/2441 [====>.........................] - ETA: 5:02 - loss: 812.7140 - logits_profile_predictions_loss: 794.3280 - logcount_predictions_loss: 0.8925 450/2441 [====>.........................] - ETA: 5:02 - loss: 812.6956 - logits_profile_predictions_loss: 794.3103 - logcount_predictions_loss: 0.8925 451/2441 [====>.........................] - ETA: 5:02 - loss: 812.6773 - logits_profile_predictions_loss: 794.2926 - logcount_predictions_loss: 0.8925 452/2441 [====>.........................] - ETA: 5:02 - loss: 812.6591 - logits_profile_predictions_loss: 794.2751 - logcount_predictions_loss: 0.8924 453/2441 [====>.........................] - ETA: 5:02 - loss: 812.6410 - logits_profile_predictions_loss: 794.2577 - logcount_predictions_loss: 0.8924 454/2441 [====>.........................] - ETA: 5:01 - loss: 812.6226 - 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[====>.........................] - ETA: 5:00 - loss: 812.4952 - logits_profile_predictions_loss: 794.1175 - logcount_predictions_loss: 0.8921 462/2441 [====>.........................] - ETA: 5:00 - loss: 812.4772 - logits_profile_predictions_loss: 794.1001 - logcount_predictions_loss: 0.8921 463/2441 [====>.........................] - ETA: 5:00 - loss: 812.4605 - logits_profile_predictions_loss: 794.0841 - logcount_predictions_loss: 0.8921 464/2441 [====>.........................] - ETA: 5:00 - loss: 812.4438 - logits_profile_predictions_loss: 794.0680 - logcount_predictions_loss: 0.8920 465/2441 [====>.........................] - ETA: 5:00 - loss: 812.4268 - logits_profile_predictions_loss: 794.0517 - logcount_predictions_loss: 0.8920 466/2441 [====>.........................] - ETA: 5:00 - loss: 812.4098 - logits_profile_predictions_loss: 794.0352 - logcount_predictions_loss: 0.8920 467/2441 [====>.........................] - ETA: 4:59 - loss: 812.3929 - logits_profile_predictions_loss: 794.0190 - logcount_predictions_loss: 0.8919 468/2441 [====>.........................] - ETA: 4:59 - loss: 812.3758 - logits_profile_predictions_loss: 794.0026 - logcount_predictions_loss: 0.8919 469/2441 [====>.........................] - ETA: 4:59 - loss: 812.3584 - logits_profile_predictions_loss: 793.9858 - logcount_predictions_loss: 0.8919 470/2441 [====>.........................] - ETA: 4:59 - loss: 812.3413 - logits_profile_predictions_loss: 793.9695 - logcount_predictions_loss: 0.8918 471/2441 [====>.........................] - ETA: 4:59 - loss: 812.3255 - logits_profile_predictions_loss: 793.9543 - logcount_predictions_loss: 0.8918 472/2441 [====>.........................] - ETA: 4:59 - loss: 812.3094 - logits_profile_predictions_loss: 793.9389 - logcount_predictions_loss: 0.8918 473/2441 [====>.........................] - ETA: 4:59 - loss: 812.2935 - logits_profile_predictions_loss: 793.9237 - logcount_predictions_loss: 0.8917 474/2441 [====>.........................] - ETA: 4:58 - loss: 812.2768 - logits_profile_predictions_loss: 793.9077 - logcount_predictions_loss: 0.8917 475/2441 [====>.........................] - ETA: 4:58 - loss: 812.2601 - logits_profile_predictions_loss: 793.8917 - logcount_predictions_loss: 0.8917 476/2441 [====>.........................] - ETA: 4:58 - loss: 812.2429 - logits_profile_predictions_loss: 793.8753 - logcount_predictions_loss: 0.8916 477/2441 [====>.........................] - ETA: 4:58 - loss: 812.2255 - logits_profile_predictions_loss: 793.8586 - logcount_predictions_loss: 0.8916 478/2441 [====>.........................] - ETA: 4:58 - loss: 812.2083 - logits_profile_predictions_loss: 793.8421 - logcount_predictions_loss: 0.8916 479/2441 [====>.........................] - ETA: 4:58 - loss: 812.1911 - logits_profile_predictions_loss: 793.8255 - logcount_predictions_loss: 0.8915 480/2441 [====>.........................] - ETA: 4:57 - loss: 812.1747 - logits_profile_predictions_loss: 793.8098 - logcount_predictions_loss: 0.8915 481/2441 [====>.........................] - ETA: 4:57 - loss: 812.1590 - logits_profile_predictions_loss: 793.7948 - logcount_predictions_loss: 0.8915 482/2441 [====>.........................] - ETA: 4:57 - loss: 812.1440 - logits_profile_predictions_loss: 793.7805 - logcount_predictions_loss: 0.8914 483/2441 [====>.........................] - ETA: 4:57 - loss: 812.1298 - logits_profile_predictions_loss: 793.7670 - logcount_predictions_loss: 0.8914 484/2441 [====>.........................] - ETA: 4:57 - loss: 812.1158 - logits_profile_predictions_loss: 793.7537 - logcount_predictions_loss: 0.8914 485/2441 [====>.........................] - ETA: 4:57 - loss: 812.1027 - logits_profile_predictions_loss: 793.7413 - logcount_predictions_loss: 0.8913 486/2441 [====>.........................] - ETA: 4:57 - loss: 812.0896 - logits_profile_predictions_loss: 793.7288 - logcount_predictions_loss: 0.8913 487/2441 [====>.........................] - ETA: 4:56 - loss: 812.0774 - logits_profile_predictions_loss: 793.7172 - logcount_predictions_loss: 0.8913 488/2441 [====>.........................] - ETA: 4:56 - loss: 812.0653 - logits_profile_predictions_loss: 793.7057 - logcount_predictions_loss: 0.8912 489/2441 [=====>........................] - ETA: 4:56 - loss: 812.0540 - logits_profile_predictions_loss: 793.6951 - logcount_predictions_loss: 0.8912 490/2441 [=====>........................] - ETA: 4:56 - loss: 812.0423 - logits_profile_predictions_loss: 793.6840 - logcount_predictions_loss: 0.8912 491/2441 [=====>........................] - ETA: 4:56 - loss: 812.0307 - logits_profile_predictions_loss: 793.6730 - logcount_predictions_loss: 0.8912 492/2441 [=====>........................] - ETA: 4:56 - loss: 812.0192 - logits_profile_predictions_loss: 793.6622 - logcount_predictions_loss: 0.8911 493/2441 [=====>........................] - ETA: 4:56 - loss: 812.0072 - 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[============================>.] - ETA: 5s - loss: 800.7533 - logits_profile_predictions_loss: 783.0925 - logcount_predictions_loss: 0.8573 2406/2441 [============================>.] - ETA: 5s - loss: 800.7508 - logits_profile_predictions_loss: 783.0903 - logcount_predictions_loss: 0.8573 2407/2441 [============================>.] - ETA: 5s - loss: 800.7483 - logits_profile_predictions_loss: 783.0880 - logcount_predictions_loss: 0.8573 2408/2441 [============================>.] - ETA: 5s - loss: 800.7457 - logits_profile_predictions_loss: 783.0858 - logcount_predictions_loss: 0.8573 2409/2441 [============================>.] - ETA: 4s - loss: 800.7433 - logits_profile_predictions_loss: 783.0836 - logcount_predictions_loss: 0.8573 2410/2441 [============================>.] - ETA: 4s - loss: 800.7408 - logits_profile_predictions_loss: 783.0814 - logcount_predictions_loss: 0.8572 2411/2441 [============================>.] - ETA: 4s - loss: 800.7383 - logits_profile_predictions_loss: 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2425/2441 [============================>.] - ETA: 2s - loss: 800.7044 - logits_profile_predictions_loss: 783.0494 - logcount_predictions_loss: 0.8570 2426/2441 [============================>.] - ETA: 2s - loss: 800.7020 - logits_profile_predictions_loss: 783.0473 - logcount_predictions_loss: 0.8570 2427/2441 [============================>.] - ETA: 2s - loss: 800.6997 - logits_profile_predictions_loss: 783.0453 - logcount_predictions_loss: 0.8570 2428/2441 [============================>.] - ETA: 1s - loss: 800.6973 - logits_profile_predictions_loss: 783.0432 - logcount_predictions_loss: 0.8570 2429/2441 [============================>.] - ETA: 1s - loss: 800.6950 - logits_profile_predictions_loss: 783.0412 - logcount_predictions_loss: 0.8570 2430/2441 [============================>.] - ETA: 1s - loss: 800.6927 - logits_profile_predictions_loss: 783.0391 - logcount_predictions_loss: 0.8570 2431/2441 [============================>.] - ETA: 1s - loss: 800.6903 - logits_profile_predictions_loss: 783.0371 - logcount_predictions_loss: 0.8569 2432/2441 [============================>.] - ETA: 1s - loss: 800.6880 - logits_profile_predictions_loss: 783.0350 - logcount_predictions_loss: 0.8569 2433/2441 [============================>.] - ETA: 1s - loss: 800.6857 - logits_profile_predictions_loss: 783.0330 - logcount_predictions_loss: 0.8569 2434/2441 [============================>.] - ETA: 1s - loss: 800.6834 - logits_profile_predictions_loss: 783.0310 - logcount_predictions_loss: 0.8569 2435/2441 [============================>.] - ETA: 0s - loss: 800.6811 - logits_profile_predictions_loss: 783.0290 - logcount_predictions_loss: 0.8569 2436/2441 [============================>.] - ETA: 0s - loss: 800.6788 - logits_profile_predictions_loss: 783.0270 - logcount_predictions_loss: 0.8569 2437/2441 [============================>.] - ETA: 0s - loss: 800.6766 - logits_profile_predictions_loss: 783.0250 - logcount_predictions_loss: 0.8569 2438/2441 [============================>.] - ETA: 0s - loss: 800.6743 - logits_profile_predictions_loss: 783.0231 - logcount_predictions_loss: 0.8568 2439/2441 [============================>.] - ETA: 0s - loss: 800.6720 - logits_profile_predictions_loss: 783.0211 - logcount_predictions_loss: 0.8568 2440/2441 [============================>.] - ETA: 0s - loss: 800.6697 - logits_profile_predictions_loss: 783.0191 - logcount_predictions_loss: 0.8568 2441/2441 [==============================] - ETA: 0s - loss: 800.6674 - logits_profile_predictions_loss: 783.0171 - logcount_predictions_loss: 0.8568 2441/2441 [==============================] - 388s 159ms/step - loss: 800.6651 - logits_profile_predictions_loss: 783.0151 - logcount_predictions_loss: 0.8568 - val_loss: 780.0410 - val_logits_profile_predictions_loss: 764.9931 - val_logcount_predictions_loss: 0.7305 Epoch 00002: val_loss improved from 803.74268 to 780.04095, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 3/50 1/2441 [..............................] - ETA: 7:21 - loss: 907.1585 - logits_profile_predictions_loss: 891.0098 - logcount_predictions_loss: 0.7839 2/2441 [..............................] - ETA: 6:10 - loss: 860.6886 - logits_profile_predictions_loss: 844.6919 - logcount_predictions_loss: 0.7765 3/2441 [..............................] - ETA: 6:09 - loss: 837.7151 - logits_profile_predictions_loss: 822.1137 - logcount_predictions_loss: 0.7574 4/2441 [..............................] - ETA: 6:09 - loss: 828.1833 - logits_profile_predictions_loss: 812.5833 - logcount_predictions_loss: 0.7573 5/2441 [..............................] - ETA: 6:09 - loss: 817.2541 - logits_profile_predictions_loss: 801.7261 - logcount_predictions_loss: 0.7538 6/2441 [..............................] - ETA: 6:09 - loss: 810.0557 - logits_profile_predictions_loss: 794.5798 - logcount_predictions_loss: 0.7513 7/2441 [..............................] - ETA: 6:09 - loss: 804.6600 - logits_profile_predictions_loss: 789.2124 - logcount_predictions_loss: 0.7499 8/2441 [..............................] - ETA: 6:09 - loss: 801.8116 - logits_profile_predictions_loss: 786.4328 - logcount_predictions_loss: 0.7465 9/2441 [..............................] - ETA: 6:09 - loss: 800.0942 - logits_profile_predictions_loss: 784.7192 - logcount_predictions_loss: 0.7464 10/2441 [..............................] - ETA: 6:09 - loss: 798.7800 - logits_profile_predictions_loss: 783.3746 - logcount_predictions_loss: 0.7478 11/2441 [..............................] - ETA: 6:09 - loss: 798.4450 - logits_profile_predictions_loss: 783.0242 - logcount_predictions_loss: 0.7486 12/2441 [..............................] - ETA: 6:08 - loss: 797.3282 - logits_profile_predictions_loss: 781.9092 - logcount_predictions_loss: 0.7485 13/2441 [..............................] - ETA: 6:08 - loss: 795.7473 - logits_profile_predictions_loss: 780.3151 - logcount_predictions_loss: 0.7491 14/2441 [..............................] - ETA: 6:08 - loss: 794.1143 - logits_profile_predictions_loss: 778.6811 - logcount_predictions_loss: 0.7492 15/2441 [..............................] - ETA: 6:08 - loss: 792.8030 - logits_profile_predictions_loss: 777.3591 - logcount_predictions_loss: 0.7497 16/2441 [..............................] - ETA: 6:08 - loss: 791.6394 - logits_profile_predictions_loss: 776.1888 - logcount_predictions_loss: 0.7500 17/2441 [..............................] - ETA: 6:08 - loss: 791.4578 - logits_profile_predictions_loss: 775.9764 - logcount_predictions_loss: 0.7515 18/2441 [..............................] - ETA: 6:08 - loss: 790.8899 - logits_profile_predictions_loss: 775.3860 - logcount_predictions_loss: 0.7526 19/2441 [..............................] - ETA: 6:07 - loss: 790.4305 - logits_profile_predictions_loss: 774.9213 - logcount_predictions_loss: 0.7529 20/2441 [..............................] - ETA: 6:07 - loss: 790.1957 - logits_profile_predictions_loss: 774.6860 - logcount_predictions_loss: 0.7529 21/2441 [..............................] - ETA: 6:07 - loss: 790.0540 - logits_profile_predictions_loss: 774.5427 - logcount_predictions_loss: 0.7530 22/2441 [..............................] - ETA: 6:07 - loss: 789.8322 - logits_profile_predictions_loss: 774.3261 - logcount_predictions_loss: 0.7527 23/2441 [..............................] - ETA: 6:07 - loss: 789.5330 - logits_profile_predictions_loss: 774.0341 - logcount_predictions_loss: 0.7524 24/2441 [..............................] - ETA: 6:07 - loss: 789.2642 - logits_profile_predictions_loss: 773.7720 - logcount_predictions_loss: 0.7520 25/2441 [..............................] - ETA: 6:06 - loss: 789.1455 - logits_profile_predictions_loss: 773.6546 - logcount_predictions_loss: 0.7520 26/2441 [..............................] - ETA: 6:06 - loss: 788.9824 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:02 - loss: 780.9075 - logits_profile_predictions_loss: 765.1345 - logcount_predictions_loss: 0.7657 54/2441 [..............................] - ETA: 6:02 - loss: 780.8228 - logits_profile_predictions_loss: 765.0393 - logcount_predictions_loss: 0.7662 55/2441 [..............................] - ETA: 6:02 - loss: 780.7464 - logits_profile_predictions_loss: 764.9505 - logcount_predictions_loss: 0.7668 56/2441 [..............................] - ETA: 6:01 - loss: 780.6467 - logits_profile_predictions_loss: 764.8385 - logcount_predictions_loss: 0.7674 57/2441 [..............................] - ETA: 6:01 - loss: 780.5905 - logits_profile_predictions_loss: 764.7704 - logcount_predictions_loss: 0.7680 58/2441 [..............................] - ETA: 6:01 - loss: 780.4983 - logits_profile_predictions_loss: 764.6679 - logcount_predictions_loss: 0.7685 59/2441 [..............................] - ETA: 6:01 - loss: 780.4109 - logits_profile_predictions_loss: 764.5707 - logcount_predictions_loss: 0.7689 60/2441 [..............................] - ETA: 6:01 - loss: 780.3587 - logits_profile_predictions_loss: 764.5097 - logcount_predictions_loss: 0.7694 61/2441 [..............................] - ETA: 6:01 - loss: 780.3252 - logits_profile_predictions_loss: 764.4674 - logcount_predictions_loss: 0.7698 62/2441 [..............................] - ETA: 6:01 - loss: 780.2740 - logits_profile_predictions_loss: 764.4058 - logcount_predictions_loss: 0.7703 63/2441 [..............................] - ETA: 6:00 - loss: 780.2252 - logits_profile_predictions_loss: 764.3479 - logcount_predictions_loss: 0.7707 64/2441 [..............................] - ETA: 6:00 - loss: 780.1600 - logits_profile_predictions_loss: 764.2744 - logcount_predictions_loss: 0.7712 65/2441 [..............................] - ETA: 6:00 - loss: 780.1052 - logits_profile_predictions_loss: 764.2111 - logcount_predictions_loss: 0.7716 66/2441 [..............................] - ETA: 6:00 - 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73/2441 [..............................] - ETA: 5:59 - loss: 779.9407 - logits_profile_predictions_loss: 763.9910 - logcount_predictions_loss: 0.7743 74/2441 [..............................] - ETA: 5:59 - loss: 779.9204 - logits_profile_predictions_loss: 763.9638 - logcount_predictions_loss: 0.7746 75/2441 [..............................] - ETA: 5:59 - loss: 779.9313 - logits_profile_predictions_loss: 763.9664 - logcount_predictions_loss: 0.7750 76/2441 [..............................] - ETA: 5:58 - loss: 779.9219 - logits_profile_predictions_loss: 763.9493 - logcount_predictions_loss: 0.7754 77/2441 [..............................] - ETA: 5:58 - loss: 779.9127 - logits_profile_predictions_loss: 763.9331 - logcount_predictions_loss: 0.7757 78/2441 [..............................] - ETA: 5:58 - loss: 779.9295 - logits_profile_predictions_loss: 763.9440 - logcount_predictions_loss: 0.7760 79/2441 [..............................] - ETA: 5:58 - loss: 779.9339 - 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[====>.........................] - ETA: 4:59 - loss: 783.5725 - logits_profile_predictions_loss: 767.8346 - logcount_predictions_loss: 0.7640 471/2441 [====>.........................] - ETA: 4:58 - loss: 783.5731 - logits_profile_predictions_loss: 767.8359 - logcount_predictions_loss: 0.7639 472/2441 [====>.........................] - ETA: 4:58 - loss: 783.5737 - logits_profile_predictions_loss: 767.8372 - logcount_predictions_loss: 0.7639 473/2441 [====>.........................] - ETA: 4:58 - loss: 783.5752 - logits_profile_predictions_loss: 767.8395 - logcount_predictions_loss: 0.7639 474/2441 [====>.........................] - ETA: 4:58 - loss: 783.5763 - logits_profile_predictions_loss: 767.8413 - logcount_predictions_loss: 0.7638 475/2441 [====>.........................] - ETA: 4:58 - loss: 783.5771 - logits_profile_predictions_loss: 767.8429 - logcount_predictions_loss: 0.7638 476/2441 [====>.........................] - ETA: 4:58 - loss: 783.5788 - 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[============================>.] - ETA: 4s - loss: 780.6339 - logits_profile_predictions_loss: 765.0508 - logcount_predictions_loss: 0.7565 2415/2441 [============================>.] - ETA: 3s - loss: 780.6324 - logits_profile_predictions_loss: 765.0494 - logcount_predictions_loss: 0.7565 2416/2441 [============================>.] - ETA: 3s - loss: 780.6309 - logits_profile_predictions_loss: 765.0479 - logcount_predictions_loss: 0.7565 2417/2441 [============================>.] - ETA: 3s - loss: 780.6294 - logits_profile_predictions_loss: 765.0464 - logcount_predictions_loss: 0.7565 2418/2441 [============================>.] - ETA: 3s - loss: 780.6278 - logits_profile_predictions_loss: 765.0449 - logcount_predictions_loss: 0.7565 2419/2441 [============================>.] - ETA: 3s - loss: 780.6263 - logits_profile_predictions_loss: 765.0434 - logcount_predictions_loss: 0.7565 2420/2441 [============================>.] - ETA: 3s - loss: 780.6248 - logits_profile_predictions_loss: 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3/2441 [..............................] - ETA: 6:16 - loss: 740.5022 - logits_profile_predictions_loss: 729.3177 - logcount_predictions_loss: 0.5429 4/2441 [..............................] - ETA: 6:14 - loss: 740.4599 - logits_profile_predictions_loss: 728.8332 - logcount_predictions_loss: 0.5644 5/2441 [..............................] - ETA: 6:13 - loss: 741.4399 - logits_profile_predictions_loss: 729.2743 - logcount_predictions_loss: 0.5906 6/2441 [..............................] - ETA: 6:12 - loss: 743.8175 - logits_profile_predictions_loss: 731.3700 - logcount_predictions_loss: 0.6042 7/2441 [..............................] - ETA: 6:12 - loss: 745.7764 - logits_profile_predictions_loss: 733.0499 - logcount_predictions_loss: 0.6178 8/2441 [..............................] - ETA: 6:11 - loss: 747.3375 - logits_profile_predictions_loss: 734.4548 - logcount_predictions_loss: 0.6254 9/2441 [..............................] - ETA: 6:11 - loss: 747.7816 - logits_profile_predictions_loss: 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23/2441 [..............................] - ETA: 6:08 - loss: 751.1448 - logits_profile_predictions_loss: 736.7433 - logcount_predictions_loss: 0.6991 24/2441 [..............................] - ETA: 6:08 - loss: 751.5082 - logits_profile_predictions_loss: 737.0631 - logcount_predictions_loss: 0.7012 25/2441 [..............................] - ETA: 6:08 - loss: 751.8697 - logits_profile_predictions_loss: 737.3876 - logcount_predictions_loss: 0.7030 26/2441 [..............................] - ETA: 6:07 - loss: 752.2009 - logits_profile_predictions_loss: 737.6787 - logcount_predictions_loss: 0.7050 27/2441 [..............................] - ETA: 6:07 - loss: 752.5217 - logits_profile_predictions_loss: 737.9593 - logcount_predictions_loss: 0.7069 28/2441 [..............................] - ETA: 6:07 - loss: 753.0303 - logits_profile_predictions_loss: 738.4250 - logcount_predictions_loss: 0.7090 29/2441 [..............................] - ETA: 6:07 - loss: 753.4101 - 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[..............................] - ETA: 6:06 - loss: 755.8027 - logits_profile_predictions_loss: 741.0093 - logcount_predictions_loss: 0.7181 37/2441 [..............................] - ETA: 6:05 - loss: 756.1621 - logits_profile_predictions_loss: 741.3550 - logcount_predictions_loss: 0.7188 38/2441 [..............................] - ETA: 6:05 - loss: 756.5566 - logits_profile_predictions_loss: 741.7372 - logcount_predictions_loss: 0.7194 39/2441 [..............................] - ETA: 6:05 - loss: 756.9482 - logits_profile_predictions_loss: 742.1185 - logcount_predictions_loss: 0.7199 40/2441 [..............................] - ETA: 6:05 - loss: 757.3826 - logits_profile_predictions_loss: 742.5440 - logcount_predictions_loss: 0.7203 41/2441 [..............................] - ETA: 6:05 - loss: 757.7060 - logits_profile_predictions_loss: 742.8588 - logcount_predictions_loss: 0.7207 42/2441 [..............................] - ETA: 6:05 - loss: 758.0831 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 758.6243 - logcount_predictions_loss: 0.7052 343/2441 [===>..........................] - ETA: 5:19 - loss: 773.1386 - logits_profile_predictions_loss: 758.6111 - logcount_predictions_loss: 0.7052 344/2441 [===>..........................] - ETA: 5:19 - loss: 773.1264 - logits_profile_predictions_loss: 758.5988 - logcount_predictions_loss: 0.7052 345/2441 [===>..........................] - ETA: 5:19 - loss: 773.1140 - logits_profile_predictions_loss: 758.5863 - logcount_predictions_loss: 0.7052 346/2441 [===>..........................] - ETA: 5:18 - loss: 773.1006 - logits_profile_predictions_loss: 758.5728 - logcount_predictions_loss: 0.7052 347/2441 [===>..........................] - ETA: 5:18 - loss: 773.0864 - logits_profile_predictions_loss: 758.5584 - logcount_predictions_loss: 0.7052 348/2441 [===>..........................] - ETA: 5:18 - loss: 773.0717 - logits_profile_predictions_loss: 758.5436 - logcount_predictions_loss: 0.7053 349/2441 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logits_profile_predictions_loss: 758.4371 - logcount_predictions_loss: 0.7053 356/2441 [===>..........................] - ETA: 5:17 - loss: 772.9519 - logits_profile_predictions_loss: 758.4225 - logcount_predictions_loss: 0.7053 357/2441 [===>..........................] - ETA: 5:17 - loss: 772.9375 - logits_profile_predictions_loss: 758.4078 - logcount_predictions_loss: 0.7053 358/2441 [===>..........................] - ETA: 5:17 - loss: 772.9237 - logits_profile_predictions_loss: 758.3938 - logcount_predictions_loss: 0.7053 359/2441 [===>..........................] - ETA: 5:16 - loss: 772.9092 - logits_profile_predictions_loss: 758.3792 - logcount_predictions_loss: 0.7053 360/2441 [===>..........................] - ETA: 5:16 - loss: 772.8943 - logits_profile_predictions_loss: 758.3640 - logcount_predictions_loss: 0.7054 361/2441 [===>..........................] - ETA: 5:16 - loss: 772.8785 - logits_profile_predictions_loss: 758.3480 - logcount_predictions_loss: 0.7054 362/2441 [===>..........................] - ETA: 5:16 - loss: 772.8632 - logits_profile_predictions_loss: 758.3326 - logcount_predictions_loss: 0.7054 363/2441 [===>..........................] - ETA: 5:16 - loss: 772.8489 - logits_profile_predictions_loss: 758.3180 - logcount_predictions_loss: 0.7054 364/2441 [===>..........................] - ETA: 5:16 - loss: 772.8337 - logits_profile_predictions_loss: 758.3026 - logcount_predictions_loss: 0.7054 365/2441 [===>..........................] - ETA: 5:16 - loss: 772.8185 - logits_profile_predictions_loss: 758.2872 - logcount_predictions_loss: 0.7054 366/2441 [===>..........................] - ETA: 5:15 - loss: 772.8036 - logits_profile_predictions_loss: 758.2721 - logcount_predictions_loss: 0.7054 367/2441 [===>..........................] - ETA: 5:15 - loss: 772.7883 - logits_profile_predictions_loss: 758.2565 - logcount_predictions_loss: 0.7054 368/2441 [===>..........................] - ETA: 5:15 - loss: 772.7726 - logits_profile_predictions_loss: 758.2405 - logcount_predictions_loss: 0.7054 369/2441 [===>..........................] - ETA: 5:15 - loss: 772.7567 - logits_profile_predictions_loss: 758.2244 - logcount_predictions_loss: 0.7055 370/2441 [===>..........................] - ETA: 5:15 - loss: 772.7398 - logits_profile_predictions_loss: 758.2072 - logcount_predictions_loss: 0.7055 371/2441 [===>..........................] - ETA: 5:15 - loss: 772.7234 - logits_profile_predictions_loss: 758.1905 - logcount_predictions_loss: 0.7055 372/2441 [===>..........................] - ETA: 5:14 - loss: 772.7082 - logits_profile_predictions_loss: 758.1749 - logcount_predictions_loss: 0.7055 373/2441 [===>..........................] - ETA: 5:14 - loss: 772.6939 - logits_profile_predictions_loss: 758.1602 - logcount_predictions_loss: 0.7055 374/2441 [===>..........................] - ETA: 5:14 - loss: 772.6791 - logits_profile_predictions_loss: 758.1450 - logcount_predictions_loss: 0.7055 375/2441 [===>..........................] - ETA: 5:14 - loss: 772.6637 - logits_profile_predictions_loss: 758.1292 - logcount_predictions_loss: 0.7056 376/2441 [===>..........................] - ETA: 5:14 - loss: 772.6485 - logits_profile_predictions_loss: 758.1135 - logcount_predictions_loss: 0.7056 377/2441 [===>..........................] - ETA: 5:14 - loss: 772.6328 - logits_profile_predictions_loss: 758.0974 - logcount_predictions_loss: 0.7056 378/2441 [===>..........................] - ETA: 5:14 - loss: 772.6175 - logits_profile_predictions_loss: 758.0817 - logcount_predictions_loss: 0.7056 379/2441 [===>..........................] - ETA: 5:13 - loss: 772.6026 - logits_profile_predictions_loss: 758.0664 - logcount_predictions_loss: 0.7056 380/2441 [===>..........................] - ETA: 5:13 - loss: 772.5878 - logits_profile_predictions_loss: 758.0511 - logcount_predictions_loss: 0.7057 381/2441 [===>..........................] - ETA: 5:13 - loss: 772.5733 - logits_profile_predictions_loss: 758.0362 - logcount_predictions_loss: 0.7057 382/2441 [===>..........................] - ETA: 5:13 - loss: 772.5597 - logits_profile_predictions_loss: 758.0220 - logcount_predictions_loss: 0.7057 383/2441 [===>..........................] - ETA: 5:13 - loss: 772.5467 - logits_profile_predictions_loss: 758.0086 - logcount_predictions_loss: 0.7057 384/2441 [===>..........................] - ETA: 5:13 - loss: 772.5334 - logits_profile_predictions_loss: 757.9947 - logcount_predictions_loss: 0.7058 385/2441 [===>..........................] - ETA: 5:12 - loss: 772.5196 - logits_profile_predictions_loss: 757.9804 - logcount_predictions_loss: 0.7058 386/2441 [===>..........................] - ETA: 5:12 - loss: 772.5055 - logits_profile_predictions_loss: 757.9658 - logcount_predictions_loss: 0.7058 387/2441 [===>..........................] - ETA: 5:12 - loss: 772.4922 - logits_profile_predictions_loss: 757.9519 - logcount_predictions_loss: 0.7058 388/2441 [===>..........................] - ETA: 5:12 - loss: 772.4794 - logits_profile_predictions_loss: 757.9385 - logcount_predictions_loss: 0.7059 389/2441 [===>..........................] - ETA: 5:12 - loss: 772.4674 - logits_profile_predictions_loss: 757.9260 - logcount_predictions_loss: 0.7059 390/2441 [===>..........................] - ETA: 5:12 - loss: 772.4549 - logits_profile_predictions_loss: 757.9130 - logcount_predictions_loss: 0.7059 391/2441 [===>..........................] - ETA: 5:12 - loss: 772.4423 - logits_profile_predictions_loss: 757.8998 - logcount_predictions_loss: 0.7060 392/2441 [===>..........................] - ETA: 5:11 - loss: 772.4301 - logits_profile_predictions_loss: 757.8870 - logcount_predictions_loss: 0.7060 393/2441 [===>..........................] - ETA: 5:11 - loss: 772.4189 - logits_profile_predictions_loss: 757.8752 - logcount_predictions_loss: 0.7060 394/2441 [===>..........................] - ETA: 5:11 - loss: 772.4084 - logits_profile_predictions_loss: 757.8641 - logcount_predictions_loss: 0.7060 395/2441 [===>..........................] - ETA: 5:11 - loss: 772.3973 - logits_profile_predictions_loss: 757.8524 - logcount_predictions_loss: 0.7061 396/2441 [===>..........................] - ETA: 5:11 - loss: 772.3869 - logits_profile_predictions_loss: 757.8414 - logcount_predictions_loss: 0.7061 397/2441 [===>..........................] - ETA: 5:11 - loss: 772.3763 - logits_profile_predictions_loss: 757.8301 - logcount_predictions_loss: 0.7061 398/2441 [===>..........................] - ETA: 5:11 - loss: 772.3657 - logits_profile_predictions_loss: 757.8189 - logcount_predictions_loss: 0.7062 399/2441 [===>..........................] - ETA: 5:10 - loss: 772.3553 - logits_profile_predictions_loss: 757.8079 - logcount_predictions_loss: 0.7062 400/2441 [===>..........................] - ETA: 5:10 - loss: 772.3446 - logits_profile_predictions_loss: 757.7965 - logcount_predictions_loss: 0.7062 401/2441 [===>..........................] - ETA: 5:10 - loss: 772.3344 - logits_profile_predictions_loss: 757.7857 - logcount_predictions_loss: 0.7063 402/2441 [===>..........................] - ETA: 5:10 - loss: 772.3245 - logits_profile_predictions_loss: 757.7752 - logcount_predictions_loss: 0.7063 403/2441 [===>..........................] - ETA: 5:10 - loss: 772.3137 - logits_profile_predictions_loss: 757.7638 - logcount_predictions_loss: 0.7063 404/2441 [===>..........................] - ETA: 5:10 - loss: 772.3034 - logits_profile_predictions_loss: 757.7529 - logcount_predictions_loss: 0.7063 405/2441 [===>..........................] - ETA: 5:09 - loss: 772.2932 - logits_profile_predictions_loss: 757.7421 - logcount_predictions_loss: 0.7064 406/2441 [===>..........................] - ETA: 5:09 - loss: 772.2832 - logits_profile_predictions_loss: 757.7315 - logcount_predictions_loss: 0.7064 407/2441 [====>.........................] - ETA: 5:09 - loss: 772.2730 - logits_profile_predictions_loss: 757.7207 - logcount_predictions_loss: 0.7064 408/2441 [====>.........................] - ETA: 5:09 - loss: 772.2635 - logits_profile_predictions_loss: 757.7105 - logcount_predictions_loss: 0.7065 409/2441 [====>.........................] - ETA: 5:09 - loss: 772.2541 - logits_profile_predictions_loss: 757.7006 - logcount_predictions_loss: 0.7065 410/2441 [====>.........................] - ETA: 5:09 - loss: 772.2447 - logits_profile_predictions_loss: 757.6906 - logcount_predictions_loss: 0.7065 411/2441 [====>.........................] - ETA: 5:09 - loss: 772.2346 - logits_profile_predictions_loss: 757.6798 - logcount_predictions_loss: 0.7065 412/2441 [====>.........................] - ETA: 5:08 - loss: 772.2244 - logits_profile_predictions_loss: 757.6691 - logcount_predictions_loss: 0.7066 413/2441 [====>.........................] - ETA: 5:08 - loss: 772.2147 - logits_profile_predictions_loss: 757.6588 - logcount_predictions_loss: 0.7066 414/2441 [====>.........................] - ETA: 5:08 - loss: 772.2053 - logits_profile_predictions_loss: 757.6489 - logcount_predictions_loss: 0.7066 415/2441 [====>.........................] - ETA: 5:08 - loss: 772.1961 - logits_profile_predictions_loss: 757.6391 - logcount_predictions_loss: 0.7066 416/2441 [====>.........................] - ETA: 5:08 - loss: 772.1873 - logits_profile_predictions_loss: 757.6298 - logcount_predictions_loss: 0.7067 417/2441 [====>.........................] - ETA: 5:08 - loss: 772.1789 - logits_profile_predictions_loss: 757.6209 - logcount_predictions_loss: 0.7067 418/2441 [====>.........................] - ETA: 5:07 - loss: 772.1704 - logits_profile_predictions_loss: 757.6119 - logcount_predictions_loss: 0.7067 419/2441 [====>.........................] - ETA: 5:07 - loss: 772.1619 - logits_profile_predictions_loss: 757.6029 - logcount_predictions_loss: 0.7068 420/2441 [====>.........................] - ETA: 5:07 - loss: 772.1527 - logits_profile_predictions_loss: 757.5932 - logcount_predictions_loss: 0.7068 421/2441 [====>.........................] - ETA: 5:07 - loss: 772.1447 - logits_profile_predictions_loss: 757.5846 - logcount_predictions_loss: 0.7068 422/2441 [====>.........................] - ETA: 5:07 - loss: 772.1367 - logits_profile_predictions_loss: 757.5762 - logcount_predictions_loss: 0.7068 423/2441 [====>.........................] - ETA: 5:07 - loss: 772.1289 - logits_profile_predictions_loss: 757.5678 - logcount_predictions_loss: 0.7068 424/2441 [====>.........................] - ETA: 5:07 - loss: 772.1219 - logits_profile_predictions_loss: 757.5604 - logcount_predictions_loss: 0.7069 425/2441 [====>.........................] - ETA: 5:06 - loss: 772.1152 - logits_profile_predictions_loss: 757.5532 - logcount_predictions_loss: 0.7069 426/2441 [====>.........................] - ETA: 5:06 - loss: 772.1084 - logits_profile_predictions_loss: 757.5457 - logcount_predictions_loss: 0.7069 427/2441 [====>.........................] - ETA: 5:06 - loss: 772.1014 - logits_profile_predictions_loss: 757.5381 - logcount_predictions_loss: 0.7070 428/2441 [====>.........................] - ETA: 5:06 - loss: 772.0943 - logits_profile_predictions_loss: 757.5305 - logcount_predictions_loss: 0.7070 429/2441 [====>.........................] - ETA: 5:06 - loss: 772.0876 - logits_profile_predictions_loss: 757.5233 - logcount_predictions_loss: 0.7070 430/2441 [====>.........................] - ETA: 5:06 - loss: 772.0797 - logits_profile_predictions_loss: 757.5148 - logcount_predictions_loss: 0.7070 431/2441 [====>.........................] - ETA: 5:05 - loss: 772.0725 - logits_profile_predictions_loss: 757.5070 - logcount_predictions_loss: 0.7071 432/2441 [====>.........................] - ETA: 5:05 - loss: 772.0649 - logits_profile_predictions_loss: 757.4988 - logcount_predictions_loss: 0.7071 433/2441 [====>.........................] - ETA: 5:05 - loss: 772.0576 - logits_profile_predictions_loss: 757.4910 - logcount_predictions_loss: 0.7071 434/2441 [====>.........................] - ETA: 5:05 - loss: 772.0501 - logits_profile_predictions_loss: 757.4830 - logcount_predictions_loss: 0.7071 435/2441 [====>.........................] - ETA: 5:05 - loss: 772.0421 - logits_profile_predictions_loss: 757.4743 - logcount_predictions_loss: 0.7072 436/2441 [====>.........................] - ETA: 5:05 - loss: 772.0341 - logits_profile_predictions_loss: 757.4658 - logcount_predictions_loss: 0.7072 437/2441 [====>.........................] - ETA: 5:05 - loss: 772.0258 - logits_profile_predictions_loss: 757.4570 - logcount_predictions_loss: 0.7072 438/2441 [====>.........................] - ETA: 5:04 - loss: 772.0176 - logits_profile_predictions_loss: 757.4482 - logcount_predictions_loss: 0.7073 439/2441 [====>.........................] - ETA: 5:04 - loss: 772.0096 - logits_profile_predictions_loss: 757.4397 - logcount_predictions_loss: 0.7073 440/2441 [====>.........................] - ETA: 5:04 - loss: 772.0019 - logits_profile_predictions_loss: 757.4314 - logcount_predictions_loss: 0.7073 441/2441 [====>.........................] - ETA: 5:04 - loss: 771.9952 - logits_profile_predictions_loss: 757.4243 - logcount_predictions_loss: 0.7073 442/2441 [====>.........................] - ETA: 5:04 - loss: 771.9885 - logits_profile_predictions_loss: 757.4171 - logcount_predictions_loss: 0.7074 443/2441 [====>.........................] - ETA: 5:04 - loss: 771.9818 - logits_profile_predictions_loss: 757.4098 - logcount_predictions_loss: 0.7074 444/2441 [====>.........................] - ETA: 5:03 - loss: 771.9751 - logits_profile_predictions_loss: 757.4027 - logcount_predictions_loss: 0.7074 445/2441 [====>.........................] - ETA: 5:03 - loss: 771.9690 - logits_profile_predictions_loss: 757.3962 - logcount_predictions_loss: 0.7074 446/2441 [====>.........................] - ETA: 5:03 - loss: 771.9618 - logits_profile_predictions_loss: 757.3885 - logcount_predictions_loss: 0.7074 447/2441 [====>.........................] - ETA: 5:03 - loss: 771.9544 - logits_profile_predictions_loss: 757.3806 - logcount_predictions_loss: 0.7075 448/2441 [====>.........................] - ETA: 5:03 - loss: 771.9469 - logits_profile_predictions_loss: 757.3727 - logcount_predictions_loss: 0.7075 449/2441 [====>.........................] - ETA: 5:03 - loss: 771.9398 - logits_profile_predictions_loss: 757.3651 - logcount_predictions_loss: 0.7075 450/2441 [====>.........................] - ETA: 5:03 - loss: 771.9333 - logits_profile_predictions_loss: 757.3583 - logcount_predictions_loss: 0.7075 451/2441 [====>.........................] - ETA: 5:02 - loss: 771.9275 - logits_profile_predictions_loss: 757.3520 - logcount_predictions_loss: 0.7076 452/2441 [====>.........................] - ETA: 5:02 - loss: 771.9217 - logits_profile_predictions_loss: 757.3458 - logcount_predictions_loss: 0.7076 453/2441 [====>.........................] - ETA: 5:02 - loss: 771.9158 - logits_profile_predictions_loss: 757.3395 - logcount_predictions_loss: 0.7076 454/2441 [====>.........................] - ETA: 5:02 - loss: 771.9108 - logits_profile_predictions_loss: 757.3340 - logcount_predictions_loss: 0.7076 455/2441 [====>.........................] - ETA: 5:02 - loss: 771.9057 - logits_profile_predictions_loss: 757.3286 - logcount_predictions_loss: 0.7076 456/2441 [====>.........................] - ETA: 5:02 - loss: 771.9005 - logits_profile_predictions_loss: 757.3230 - logcount_predictions_loss: 0.7076 457/2441 [====>.........................] - ETA: 5:02 - loss: 771.8953 - logits_profile_predictions_loss: 757.3175 - logcount_predictions_loss: 0.7077 458/2441 [====>.........................] - ETA: 5:01 - loss: 771.8903 - logits_profile_predictions_loss: 757.3121 - logcount_predictions_loss: 0.7077 459/2441 [====>.........................] - ETA: 5:01 - loss: 771.8853 - 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[============================>.] - ETA: 4s - loss: 766.6314 - logits_profile_predictions_loss: 752.0007 - logcount_predictions_loss: 0.7102 2411/2441 [============================>.] - ETA: 4s - loss: 766.6316 - logits_profile_predictions_loss: 752.0010 - logcount_predictions_loss: 0.7102 2412/2441 [============================>.] - ETA: 4s - loss: 766.6318 - logits_profile_predictions_loss: 752.0013 - logcount_predictions_loss: 0.7102 2413/2441 [============================>.] - ETA: 4s - loss: 766.6320 - logits_profile_predictions_loss: 752.0016 - logcount_predictions_loss: 0.7102 2414/2441 [============================>.] - ETA: 4s - loss: 766.6323 - logits_profile_predictions_loss: 752.0018 - logcount_predictions_loss: 0.7102 2415/2441 [============================>.] - ETA: 3s - loss: 766.6325 - logits_profile_predictions_loss: 752.0021 - logcount_predictions_loss: 0.7102 2416/2441 [============================>.] - ETA: 3s - loss: 766.6327 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 752.0075 - logcount_predictions_loss: 0.7102 2437/2441 [============================>.] - ETA: 0s - loss: 766.6371 - logits_profile_predictions_loss: 752.0077 - logcount_predictions_loss: 0.7101 2438/2441 [============================>.] - ETA: 0s - loss: 766.6373 - logits_profile_predictions_loss: 752.0079 - logcount_predictions_loss: 0.7101 2439/2441 [============================>.] - ETA: 0s - loss: 766.6375 - logits_profile_predictions_loss: 752.0082 - logcount_predictions_loss: 0.7101 2440/2441 [============================>.] - ETA: 0s - loss: 766.6376 - logits_profile_predictions_loss: 752.0083 - logcount_predictions_loss: 0.7101 2441/2441 [==============================] - ETA: 0s - loss: 766.6378 - logits_profile_predictions_loss: 752.0086 - logcount_predictions_loss: 0.7101 2441/2441 [==============================] - 389s 159ms/step - loss: 766.6379 - logits_profile_predictions_loss: 752.0088 - logcount_predictions_loss: 0.7101 - val_loss: 766.0961 - val_logits_profile_predictions_loss: 752.1744 - val_logcount_predictions_loss: 0.6758 Epoch 00004: val_loss did not improve from 764.10962 Epoch 5/50 1/2441 [..............................] - ETA: 7:33 - loss: 658.3839 - logits_profile_predictions_loss: 648.8553 - logcount_predictions_loss: 0.4626 2/2441 [..............................] - ETA: 6:29 - loss: 659.5710 - logits_profile_predictions_loss: 649.6439 - logcount_predictions_loss: 0.4819 3/2441 [..............................] - ETA: 6:19 - loss: 673.4410 - logits_profile_predictions_loss: 662.7391 - logcount_predictions_loss: 0.5195 4/2441 [..............................] - ETA: 6:16 - loss: 680.8394 - logits_profile_predictions_loss: 669.8559 - logcount_predictions_loss: 0.5332 5/2441 [..............................] - ETA: 6:14 - loss: 695.2340 - logits_profile_predictions_loss: 683.8557 - logcount_predictions_loss: 0.5523 6/2441 [..............................] - ETA: 6:13 - loss: 706.1331 - logits_profile_predictions_loss: 694.3501 - logcount_predictions_loss: 0.5720 7/2441 [..............................] - ETA: 6:13 - loss: 715.8300 - logits_profile_predictions_loss: 703.7188 - logcount_predictions_loss: 0.5879 8/2441 [..............................] - ETA: 6:12 - loss: 722.6787 - logits_profile_predictions_loss: 710.3747 - logcount_predictions_loss: 0.5973 9/2441 [..............................] - ETA: 6:12 - loss: 729.1497 - logits_profile_predictions_loss: 716.6852 - logcount_predictions_loss: 0.6051 10/2441 [..............................] - ETA: 6:11 - loss: 733.4831 - logits_profile_predictions_loss: 720.8808 - logcount_predictions_loss: 0.6118 11/2441 [..............................] - ETA: 6:11 - loss: 736.4193 - logits_profile_predictions_loss: 723.6866 - logcount_predictions_loss: 0.6181 12/2441 [..............................] - ETA: 6:11 - loss: 738.5639 - logits_profile_predictions_loss: 725.7478 - logcount_predictions_loss: 0.6221 13/2441 [..............................] - ETA: 6:10 - loss: 740.9126 - logits_profile_predictions_loss: 728.0439 - logcount_predictions_loss: 0.6247 14/2441 [..............................] - ETA: 6:10 - loss: 743.3587 - logits_profile_predictions_loss: 730.4528 - logcount_predictions_loss: 0.6265 15/2441 [..............................] - ETA: 6:10 - loss: 745.2359 - logits_profile_predictions_loss: 732.2784 - logcount_predictions_loss: 0.6290 16/2441 [..............................] - ETA: 6:09 - loss: 746.6245 - logits_profile_predictions_loss: 733.5769 - logcount_predictions_loss: 0.6334 17/2441 [..............................] - ETA: 6:09 - loss: 747.8120 - logits_profile_predictions_loss: 734.6861 - logcount_predictions_loss: 0.6372 18/2441 [..............................] - ETA: 6:09 - loss: 748.9012 - logits_profile_predictions_loss: 735.7233 - logcount_predictions_loss: 0.6397 19/2441 [..............................] - ETA: 6:09 - loss: 749.3084 - logits_profile_predictions_loss: 736.0969 - logcount_predictions_loss: 0.6413 20/2441 [..............................] - ETA: 6:09 - loss: 749.5274 - logits_profile_predictions_loss: 736.2959 - logcount_predictions_loss: 0.6423 21/2441 [..............................] - ETA: 6:08 - loss: 749.3646 - logits_profile_predictions_loss: 736.1209 - logcount_predictions_loss: 0.6429 22/2441 [..............................] - ETA: 6:08 - loss: 749.2352 - logits_profile_predictions_loss: 735.9823 - logcount_predictions_loss: 0.6433 23/2441 [..............................] - ETA: 6:08 - loss: 749.0965 - logits_profile_predictions_loss: 735.8389 - logcount_predictions_loss: 0.6436 24/2441 [..............................] - ETA: 6:08 - loss: 749.1168 - logits_profile_predictions_loss: 735.8544 - logcount_predictions_loss: 0.6438 25/2441 [..............................] - ETA: 6:08 - loss: 749.2033 - logits_profile_predictions_loss: 735.9361 - logcount_predictions_loss: 0.6440 26/2441 [..............................] - ETA: 6:07 - 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[===>..........................] - ETA: 5:12 - loss: 758.1399 - logits_profile_predictions_loss: 743.7763 - logcount_predictions_loss: 0.6973 386/2441 [===>..........................] - ETA: 5:12 - loss: 758.1521 - logits_profile_predictions_loss: 743.7883 - logcount_predictions_loss: 0.6973 387/2441 [===>..........................] - ETA: 5:12 - loss: 758.1648 - logits_profile_predictions_loss: 743.8006 - logcount_predictions_loss: 0.6973 388/2441 [===>..........................] - ETA: 5:12 - loss: 758.1792 - logits_profile_predictions_loss: 743.8146 - logcount_predictions_loss: 0.6973 389/2441 [===>..........................] - ETA: 5:12 - loss: 758.1937 - logits_profile_predictions_loss: 743.8288 - logcount_predictions_loss: 0.6973 390/2441 [===>..........................] - ETA: 5:12 - loss: 758.2078 - logits_profile_predictions_loss: 743.8427 - logcount_predictions_loss: 0.6973 391/2441 [===>..........................] - ETA: 5:11 - loss: 758.2211 - 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[============================>.] - ETA: 0s - loss: 760.5630 - logits_profile_predictions_loss: 746.5245 - logcount_predictions_loss: 0.6815 2441/2441 [==============================] - ETA: 0s - loss: 760.5625 - logits_profile_predictions_loss: 746.5240 - logcount_predictions_loss: 0.6815 2441/2441 [==============================] - 389s 159ms/step - loss: 760.5619 - logits_profile_predictions_loss: 746.5236 - logcount_predictions_loss: 0.6815 - val_loss: 761.2839 - val_logits_profile_predictions_loss: 748.4168 - val_logcount_predictions_loss: 0.6246 Epoch 00005: val_loss improved from 764.10962 to 761.28394, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 6/50 1/2441 [..............................] - ETA: 7:16 - loss: 687.5022 - logits_profile_predictions_loss: 674.2235 - logcount_predictions_loss: 0.6446 2/2441 [..............................] - ETA: 6:11 - loss: 691.3589 - 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[..............................] - ETA: 6:04 - loss: 756.8553 - logits_profile_predictions_loss: 743.3223 - logcount_predictions_loss: 0.6569 43/2441 [..............................] - ETA: 6:04 - loss: 756.7799 - logits_profile_predictions_loss: 743.2578 - logcount_predictions_loss: 0.6564 44/2441 [..............................] - ETA: 6:04 - loss: 756.6416 - logits_profile_predictions_loss: 743.1295 - logcount_predictions_loss: 0.6559 45/2441 [..............................] - ETA: 6:04 - loss: 756.4860 - logits_profile_predictions_loss: 742.9853 - logcount_predictions_loss: 0.6554 46/2441 [..............................] - ETA: 6:04 - loss: 756.3161 - logits_profile_predictions_loss: 742.8263 - logcount_predictions_loss: 0.6548 47/2441 [..............................] - ETA: 6:03 - loss: 756.1514 - logits_profile_predictions_loss: 742.6719 - logcount_predictions_loss: 0.6543 48/2441 [..............................] - ETA: 6:03 - loss: 755.9660 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:59 - loss: 752.8003 - logits_profile_predictions_loss: 739.5335 - logcount_predictions_loss: 0.6440 76/2441 [..............................] - ETA: 5:59 - loss: 752.6978 - logits_profile_predictions_loss: 739.4348 - logcount_predictions_loss: 0.6438 77/2441 [..............................] - ETA: 5:59 - loss: 752.5982 - logits_profile_predictions_loss: 739.3395 - logcount_predictions_loss: 0.6436 78/2441 [..............................] - ETA: 5:59 - loss: 752.5031 - logits_profile_predictions_loss: 739.2482 - logcount_predictions_loss: 0.6434 79/2441 [..............................] - ETA: 5:59 - loss: 752.4182 - logits_profile_predictions_loss: 739.1670 - logcount_predictions_loss: 0.6433 80/2441 [..............................] - ETA: 5:59 - loss: 752.3614 - logits_profile_predictions_loss: 739.1143 - logcount_predictions_loss: 0.6431 81/2441 [..............................] - ETA: 5:58 - loss: 752.2885 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:54 - loss: 749.5998 - logits_profile_predictions_loss: 736.4715 - logcount_predictions_loss: 0.6373 109/2441 [>.............................] - ETA: 5:54 - loss: 749.5216 - logits_profile_predictions_loss: 736.3962 - logcount_predictions_loss: 0.6372 110/2441 [>.............................] - ETA: 5:54 - loss: 749.4484 - logits_profile_predictions_loss: 736.3256 - logcount_predictions_loss: 0.6370 111/2441 [>.............................] - ETA: 5:54 - loss: 749.3727 - logits_profile_predictions_loss: 736.2522 - logcount_predictions_loss: 0.6369 112/2441 [>.............................] - ETA: 5:54 - loss: 749.2930 - logits_profile_predictions_loss: 736.1749 - logcount_predictions_loss: 0.6368 113/2441 [>.............................] - ETA: 5:54 - loss: 749.2323 - logits_profile_predictions_loss: 736.1166 - logcount_predictions_loss: 0.6367 114/2441 [>.............................] - ETA: 5:54 - loss: 749.1736 - 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[>.............................] - ETA: 5:53 - loss: 748.8192 - logits_profile_predictions_loss: 735.7173 - logcount_predictions_loss: 0.6360 122/2441 [>.............................] - ETA: 5:52 - loss: 748.7818 - logits_profile_predictions_loss: 735.6816 - logcount_predictions_loss: 0.6359 123/2441 [>.............................] - ETA: 5:52 - loss: 748.7490 - logits_profile_predictions_loss: 735.6503 - logcount_predictions_loss: 0.6359 124/2441 [>.............................] - ETA: 5:52 - loss: 748.7051 - logits_profile_predictions_loss: 735.6077 - logcount_predictions_loss: 0.6358 125/2441 [>.............................] - ETA: 5:52 - loss: 748.6645 - logits_profile_predictions_loss: 735.5685 - logcount_predictions_loss: 0.6357 126/2441 [>.............................] - ETA: 5:52 - loss: 748.6369 - logits_profile_predictions_loss: 735.5420 - logcount_predictions_loss: 0.6357 127/2441 [>.............................] - ETA: 5:52 - loss: 748.6014 - 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[============================>.] - ETA: 0s - loss: 749.7040 - logits_profile_predictions_loss: 736.5295 - logcount_predictions_loss: 0.6395 2437/2441 [============================>.] - ETA: 0s - loss: 749.7047 - logits_profile_predictions_loss: 736.5302 - logcount_predictions_loss: 0.6395 2438/2441 [============================>.] - ETA: 0s - loss: 749.7053 - logits_profile_predictions_loss: 736.5309 - logcount_predictions_loss: 0.6395 2439/2441 [============================>.] - ETA: 0s - loss: 749.7060 - logits_profile_predictions_loss: 736.5315 - logcount_predictions_loss: 0.6395 2440/2441 [============================>.] - ETA: 0s - loss: 749.7067 - logits_profile_predictions_loss: 736.5322 - logcount_predictions_loss: 0.6395 2441/2441 [==============================] - ETA: 0s - loss: 749.7073 - logits_profile_predictions_loss: 736.5329 - logcount_predictions_loss: 0.6395 2441/2441 [==============================] - 389s 159ms/step - loss: 749.7080 - 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[..............................] - ETA: 6:11 - loss: 693.4789 - logits_profile_predictions_loss: 680.7752 - logcount_predictions_loss: 0.6167 6/2441 [..............................] - ETA: 6:11 - loss: 698.7407 - logits_profile_predictions_loss: 686.0275 - logcount_predictions_loss: 0.6171 7/2441 [..............................] - ETA: 6:10 - loss: 700.2283 - logits_profile_predictions_loss: 687.5887 - logcount_predictions_loss: 0.6136 8/2441 [..............................] - ETA: 6:10 - loss: 700.0486 - logits_profile_predictions_loss: 687.3850 - logcount_predictions_loss: 0.6147 9/2441 [..............................] - ETA: 6:10 - loss: 702.3648 - logits_profile_predictions_loss: 689.7000 - logcount_predictions_loss: 0.6148 10/2441 [..............................] - ETA: 6:10 - loss: 706.3914 - logits_profile_predictions_loss: 693.7300 - logcount_predictions_loss: 0.6146 11/2441 [..............................] - ETA: 6:10 - loss: 708.5804 - logits_profile_predictions_loss: 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25/2441 [..............................] - ETA: 6:07 - loss: 723.3988 - logits_profile_predictions_loss: 710.6721 - logcount_predictions_loss: 0.6178 26/2441 [..............................] - ETA: 6:07 - loss: 723.8890 - logits_profile_predictions_loss: 711.1602 - logcount_predictions_loss: 0.6179 27/2441 [..............................] - ETA: 6:07 - loss: 724.3886 - logits_profile_predictions_loss: 711.6619 - logcount_predictions_loss: 0.6178 28/2441 [..............................] - ETA: 6:07 - loss: 724.9457 - logits_profile_predictions_loss: 712.2189 - logcount_predictions_loss: 0.6178 29/2441 [..............................] - ETA: 6:07 - loss: 725.4795 - logits_profile_predictions_loss: 712.7508 - logcount_predictions_loss: 0.6179 30/2441 [..............................] - ETA: 6:06 - loss: 726.0350 - logits_profile_predictions_loss: 713.3073 - logcount_predictions_loss: 0.6179 31/2441 [..............................] - ETA: 6:06 - loss: 726.4870 - 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[..............................] - ETA: 6:06 - loss: 729.1031 - logits_profile_predictions_loss: 716.3670 - logcount_predictions_loss: 0.6183 39/2441 [..............................] - ETA: 6:05 - loss: 729.3045 - logits_profile_predictions_loss: 716.5703 - logcount_predictions_loss: 0.6182 40/2441 [..............................] - ETA: 6:05 - loss: 729.5618 - logits_profile_predictions_loss: 716.8303 - logcount_predictions_loss: 0.6180 41/2441 [..............................] - ETA: 6:05 - loss: 729.7819 - logits_profile_predictions_loss: 717.0513 - logcount_predictions_loss: 0.6180 42/2441 [..............................] - ETA: 6:05 - loss: 730.0123 - logits_profile_predictions_loss: 717.2830 - logcount_predictions_loss: 0.6179 43/2441 [..............................] - ETA: 6:05 - loss: 730.2153 - logits_profile_predictions_loss: 717.4891 - logcount_predictions_loss: 0.6178 44/2441 [..............................] - ETA: 6:05 - loss: 730.4731 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 5:15 - loss: 740.0745 - logits_profile_predictions_loss: 727.6859 - logcount_predictions_loss: 0.6014 365/2441 [===>..........................] - ETA: 5:15 - loss: 740.0937 - logits_profile_predictions_loss: 727.7049 - logcount_predictions_loss: 0.6014 366/2441 [===>..........................] - ETA: 5:15 - loss: 740.1126 - logits_profile_predictions_loss: 727.7238 - logcount_predictions_loss: 0.6014 367/2441 [===>..........................] - ETA: 5:15 - loss: 740.1317 - logits_profile_predictions_loss: 727.7428 - logcount_predictions_loss: 0.6014 368/2441 [===>..........................] - ETA: 5:15 - loss: 740.1500 - logits_profile_predictions_loss: 727.7610 - logcount_predictions_loss: 0.6014 369/2441 [===>..........................] - ETA: 5:15 - loss: 740.1686 - logits_profile_predictions_loss: 727.7796 - logcount_predictions_loss: 0.6014 370/2441 [===>..........................] - ETA: 5:14 - loss: 740.1867 - 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[===>..........................] - ETA: 5:13 - loss: 740.3065 - logits_profile_predictions_loss: 727.9162 - logcount_predictions_loss: 0.6015 378/2441 [===>..........................] - ETA: 5:13 - loss: 740.3230 - logits_profile_predictions_loss: 727.9326 - logcount_predictions_loss: 0.6015 379/2441 [===>..........................] - ETA: 5:13 - loss: 740.3390 - logits_profile_predictions_loss: 727.9484 - logcount_predictions_loss: 0.6015 380/2441 [===>..........................] - ETA: 5:13 - loss: 740.3550 - logits_profile_predictions_loss: 727.9644 - logcount_predictions_loss: 0.6015 381/2441 [===>..........................] - ETA: 5:13 - loss: 740.3710 - logits_profile_predictions_loss: 727.9803 - logcount_predictions_loss: 0.6015 382/2441 [===>..........................] - ETA: 5:13 - loss: 740.3858 - logits_profile_predictions_loss: 727.9951 - logcount_predictions_loss: 0.6015 383/2441 [===>..........................] - ETA: 5:12 - loss: 740.4004 - logits_profile_predictions_loss: 728.0096 - logcount_predictions_loss: 0.6015 384/2441 [===>..........................] - ETA: 5:12 - loss: 740.4144 - logits_profile_predictions_loss: 728.0236 - logcount_predictions_loss: 0.6015 385/2441 [===>..........................] - ETA: 5:12 - loss: 740.4281 - logits_profile_predictions_loss: 728.0372 - logcount_predictions_loss: 0.6015 386/2441 [===>..........................] - ETA: 5:12 - loss: 740.4418 - logits_profile_predictions_loss: 728.0509 - logcount_predictions_loss: 0.6015 387/2441 [===>..........................] - ETA: 5:12 - loss: 740.4548 - logits_profile_predictions_loss: 728.0638 - logcount_predictions_loss: 0.6015 388/2441 [===>..........................] - ETA: 5:12 - loss: 740.4681 - logits_profile_predictions_loss: 728.0771 - logcount_predictions_loss: 0.6015 389/2441 [===>..........................] - ETA: 5:11 - loss: 740.4812 - logits_profile_predictions_loss: 728.0901 - logcount_predictions_loss: 0.6015 390/2441 [===>..........................] - ETA: 5:11 - loss: 740.4948 - logits_profile_predictions_loss: 728.1035 - logcount_predictions_loss: 0.6015 391/2441 [===>..........................] - ETA: 5:11 - loss: 740.5084 - logits_profile_predictions_loss: 728.1169 - logcount_predictions_loss: 0.6015 392/2441 [===>..........................] - ETA: 5:11 - loss: 740.5224 - logits_profile_predictions_loss: 728.1307 - logcount_predictions_loss: 0.6015 393/2441 [===>..........................] - ETA: 5:11 - loss: 740.5354 - logits_profile_predictions_loss: 728.1435 - logcount_predictions_loss: 0.6016 394/2441 [===>..........................] - ETA: 5:11 - loss: 740.5486 - logits_profile_predictions_loss: 728.1565 - logcount_predictions_loss: 0.6016 395/2441 [===>..........................] - ETA: 5:11 - loss: 740.5619 - logits_profile_predictions_loss: 728.1695 - logcount_predictions_loss: 0.6016 396/2441 [===>..........................] - ETA: 5:10 - loss: 740.5753 - logits_profile_predictions_loss: 728.1828 - logcount_predictions_loss: 0.6016 397/2441 [===>..........................] - ETA: 5:10 - loss: 740.5884 - logits_profile_predictions_loss: 728.1956 - logcount_predictions_loss: 0.6016 398/2441 [===>..........................] - ETA: 5:10 - loss: 740.6008 - logits_profile_predictions_loss: 728.2079 - logcount_predictions_loss: 0.6016 399/2441 [===>..........................] - ETA: 5:10 - loss: 740.6134 - logits_profile_predictions_loss: 728.2202 - logcount_predictions_loss: 0.6016 400/2441 [===>..........................] - ETA: 5:10 - loss: 740.6245 - logits_profile_predictions_loss: 728.2311 - logcount_predictions_loss: 0.6016 401/2441 [===>..........................] - ETA: 5:10 - loss: 740.6354 - logits_profile_predictions_loss: 728.2418 - logcount_predictions_loss: 0.6016 402/2441 [===>..........................] - ETA: 5:10 - loss: 740.6462 - logits_profile_predictions_loss: 728.2524 - logcount_predictions_loss: 0.6016 403/2441 [===>..........................] - ETA: 5:09 - loss: 740.6566 - logits_profile_predictions_loss: 728.2626 - logcount_predictions_loss: 0.6017 404/2441 [===>..........................] - ETA: 5:09 - loss: 740.6683 - logits_profile_predictions_loss: 728.2741 - logcount_predictions_loss: 0.6017 405/2441 [===>..........................] - ETA: 5:09 - loss: 740.6795 - logits_profile_predictions_loss: 728.2851 - logcount_predictions_loss: 0.6017 406/2441 [===>..........................] - ETA: 5:09 - loss: 740.6904 - logits_profile_predictions_loss: 728.2958 - logcount_predictions_loss: 0.6017 407/2441 [====>.........................] - ETA: 5:09 - loss: 740.7015 - logits_profile_predictions_loss: 728.3068 - logcount_predictions_loss: 0.6017 408/2441 [====>.........................] - ETA: 5:09 - loss: 740.7122 - logits_profile_predictions_loss: 728.3173 - logcount_predictions_loss: 0.6017 409/2441 [====>.........................] - ETA: 5:08 - loss: 740.7226 - logits_profile_predictions_loss: 728.3275 - logcount_predictions_loss: 0.6017 410/2441 [====>.........................] - ETA: 5:08 - loss: 740.7329 - logits_profile_predictions_loss: 728.3376 - logcount_predictions_loss: 0.6017 411/2441 [====>.........................] - ETA: 5:08 - loss: 740.7438 - logits_profile_predictions_loss: 728.3483 - logcount_predictions_loss: 0.6017 412/2441 [====>.........................] - ETA: 5:08 - loss: 740.7539 - logits_profile_predictions_loss: 728.3583 - logcount_predictions_loss: 0.6017 413/2441 [====>.........................] - ETA: 5:08 - loss: 740.7636 - logits_profile_predictions_loss: 728.3679 - logcount_predictions_loss: 0.6017 414/2441 [====>.........................] - ETA: 5:08 - loss: 740.7736 - logits_profile_predictions_loss: 728.3777 - logcount_predictions_loss: 0.6017 415/2441 [====>.........................] - ETA: 5:08 - loss: 740.7839 - logits_profile_predictions_loss: 728.3878 - logcount_predictions_loss: 0.6018 416/2441 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logits_profile_predictions_loss: 728.4676 - logcount_predictions_loss: 0.6018 423/2441 [====>.........................] - ETA: 5:06 - loss: 740.8778 - logits_profile_predictions_loss: 728.4805 - logcount_predictions_loss: 0.6018 424/2441 [====>.........................] - ETA: 5:06 - loss: 740.8913 - logits_profile_predictions_loss: 728.4938 - logcount_predictions_loss: 0.6018 425/2441 [====>.........................] - ETA: 5:06 - loss: 740.9040 - logits_profile_predictions_loss: 728.5063 - logcount_predictions_loss: 0.6018 426/2441 [====>.........................] - ETA: 5:06 - loss: 740.9160 - logits_profile_predictions_loss: 728.5181 - logcount_predictions_loss: 0.6018 427/2441 [====>.........................] - ETA: 5:06 - loss: 740.9282 - logits_profile_predictions_loss: 728.5301 - logcount_predictions_loss: 0.6019 428/2441 [====>.........................] - ETA: 5:06 - loss: 740.9398 - logits_profile_predictions_loss: 728.5416 - logcount_predictions_loss: 0.6019 429/2441 [====>.........................] - ETA: 5:05 - loss: 740.9510 - logits_profile_predictions_loss: 728.5526 - logcount_predictions_loss: 0.6019 430/2441 [====>.........................] - ETA: 5:05 - loss: 740.9618 - logits_profile_predictions_loss: 728.5633 - logcount_predictions_loss: 0.6019 431/2441 [====>.........................] - ETA: 5:05 - loss: 740.9730 - logits_profile_predictions_loss: 728.5743 - logcount_predictions_loss: 0.6019 432/2441 [====>.........................] - ETA: 5:05 - loss: 740.9843 - logits_profile_predictions_loss: 728.5854 - logcount_predictions_loss: 0.6019 433/2441 [====>.........................] - ETA: 5:05 - loss: 740.9959 - logits_profile_predictions_loss: 728.5968 - logcount_predictions_loss: 0.6019 434/2441 [====>.........................] - ETA: 5:05 - loss: 741.0069 - logits_profile_predictions_loss: 728.6076 - logcount_predictions_loss: 0.6019 435/2441 [====>.........................] - ETA: 5:05 - loss: 741.0182 - logits_profile_predictions_loss: 728.6188 - logcount_predictions_loss: 0.6019 436/2441 [====>.........................] - ETA: 5:04 - loss: 741.0296 - logits_profile_predictions_loss: 728.6299 - logcount_predictions_loss: 0.6019 437/2441 [====>.........................] - ETA: 5:04 - loss: 741.0404 - logits_profile_predictions_loss: 728.6406 - logcount_predictions_loss: 0.6019 438/2441 [====>.........................] - ETA: 5:04 - loss: 741.0508 - logits_profile_predictions_loss: 728.6508 - logcount_predictions_loss: 0.6019 439/2441 [====>.........................] - ETA: 5:04 - loss: 741.0601 - logits_profile_predictions_loss: 728.6599 - logcount_predictions_loss: 0.6020 440/2441 [====>.........................] - ETA: 5:04 - loss: 741.0694 - logits_profile_predictions_loss: 728.6690 - logcount_predictions_loss: 0.6020 441/2441 [====>.........................] - ETA: 5:04 - loss: 741.0784 - logits_profile_predictions_loss: 728.6779 - logcount_predictions_loss: 0.6020 442/2441 [====>.........................] - ETA: 5:03 - loss: 741.0871 - logits_profile_predictions_loss: 728.6864 - logcount_predictions_loss: 0.6020 443/2441 [====>.........................] - ETA: 5:03 - loss: 741.0965 - logits_profile_predictions_loss: 728.6957 - logcount_predictions_loss: 0.6020 444/2441 [====>.........................] - ETA: 5:03 - loss: 741.1062 - logits_profile_predictions_loss: 728.7053 - logcount_predictions_loss: 0.6020 445/2441 [====>.........................] - ETA: 5:03 - loss: 741.1151 - logits_profile_predictions_loss: 728.7141 - logcount_predictions_loss: 0.6020 446/2441 [====>.........................] - ETA: 5:03 - loss: 741.1233 - logits_profile_predictions_loss: 728.7223 - logcount_predictions_loss: 0.6020 447/2441 [====>.........................] - ETA: 5:03 - loss: 741.1319 - logits_profile_predictions_loss: 728.7308 - logcount_predictions_loss: 0.6020 448/2441 [====>.........................] - ETA: 5:03 - loss: 741.1407 - logits_profile_predictions_loss: 728.7395 - logcount_predictions_loss: 0.6020 449/2441 [====>.........................] - ETA: 5:02 - loss: 741.1496 - logits_profile_predictions_loss: 728.7483 - logcount_predictions_loss: 0.6020 450/2441 [====>.........................] - ETA: 5:02 - loss: 741.1587 - logits_profile_predictions_loss: 728.7574 - logcount_predictions_loss: 0.6020 451/2441 [====>.........................] - ETA: 5:02 - loss: 741.1678 - logits_profile_predictions_loss: 728.7663 - logcount_predictions_loss: 0.6020 452/2441 [====>.........................] - ETA: 5:02 - loss: 741.1763 - logits_profile_predictions_loss: 728.7749 - logcount_predictions_loss: 0.6020 453/2441 [====>.........................] - ETA: 5:02 - loss: 741.1851 - logits_profile_predictions_loss: 728.7835 - logcount_predictions_loss: 0.6020 454/2441 [====>.........................] - ETA: 5:02 - loss: 741.1939 - logits_profile_predictions_loss: 728.7922 - logcount_predictions_loss: 0.6020 455/2441 [====>.........................] - ETA: 5:02 - loss: 741.2023 - logits_profile_predictions_loss: 728.8006 - logcount_predictions_loss: 0.6020 456/2441 [====>.........................] - ETA: 5:01 - loss: 741.2107 - logits_profile_predictions_loss: 728.8090 - logcount_predictions_loss: 0.6020 457/2441 [====>.........................] - ETA: 5:01 - loss: 741.2196 - logits_profile_predictions_loss: 728.8178 - logcount_predictions_loss: 0.6020 458/2441 [====>.........................] - ETA: 5:01 - loss: 741.2291 - logits_profile_predictions_loss: 728.8273 - logcount_predictions_loss: 0.6020 459/2441 [====>.........................] - ETA: 5:01 - loss: 741.2384 - logits_profile_predictions_loss: 728.8365 - logcount_predictions_loss: 0.6020 460/2441 [====>.........................] - ETA: 5:01 - loss: 741.2476 - logits_profile_predictions_loss: 728.8455 - logcount_predictions_loss: 0.6020 461/2441 [====>.........................] - ETA: 5:01 - loss: 741.2562 - logits_profile_predictions_loss: 728.8541 - logcount_predictions_loss: 0.6020 462/2441 [====>.........................] - ETA: 5:00 - loss: 741.2652 - logits_profile_predictions_loss: 728.8631 - logcount_predictions_loss: 0.6021 463/2441 [====>.........................] - ETA: 5:00 - loss: 741.2743 - logits_profile_predictions_loss: 728.8720 - logcount_predictions_loss: 0.6021 464/2441 [====>.........................] - ETA: 5:00 - loss: 741.2834 - logits_profile_predictions_loss: 728.8810 - logcount_predictions_loss: 0.6021 465/2441 [====>.........................] - ETA: 5:00 - loss: 741.2925 - logits_profile_predictions_loss: 728.8900 - logcount_predictions_loss: 0.6021 466/2441 [====>.........................] - ETA: 5:00 - loss: 741.3017 - logits_profile_predictions_loss: 728.8991 - logcount_predictions_loss: 0.6021 467/2441 [====>.........................] - ETA: 5:00 - loss: 741.3116 - logits_profile_predictions_loss: 728.9089 - logcount_predictions_loss: 0.6021 468/2441 [====>.........................] - ETA: 5:00 - loss: 741.3216 - logits_profile_predictions_loss: 728.9188 - logcount_predictions_loss: 0.6021 469/2441 [====>.........................] - ETA: 4:59 - loss: 741.3319 - logits_profile_predictions_loss: 728.9290 - logcount_predictions_loss: 0.6021 470/2441 [====>.........................] - ETA: 4:59 - loss: 741.3430 - logits_profile_predictions_loss: 728.9400 - logcount_predictions_loss: 0.6021 471/2441 [====>.........................] - ETA: 4:59 - loss: 741.3543 - logits_profile_predictions_loss: 728.9512 - logcount_predictions_loss: 0.6021 472/2441 [====>.........................] - ETA: 4:59 - loss: 741.3655 - logits_profile_predictions_loss: 728.9623 - logcount_predictions_loss: 0.6021 473/2441 [====>.........................] - ETA: 4:59 - loss: 741.3765 - logits_profile_predictions_loss: 728.9732 - logcount_predictions_loss: 0.6021 474/2441 [====>.........................] - ETA: 4:59 - loss: 741.3874 - 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logits_profile_predictions_loss: 732.9989 - logcount_predictions_loss: 0.6107 2439/2441 [============================>.] - ETA: 0s - loss: 745.5799 - logits_profile_predictions_loss: 732.9991 - logcount_predictions_loss: 0.6107 2440/2441 [============================>.] - ETA: 0s - loss: 745.5802 - logits_profile_predictions_loss: 732.9993 - logcount_predictions_loss: 0.6107 2441/2441 [==============================] - ETA: 0s - loss: 745.5804 - logits_profile_predictions_loss: 732.9995 - logcount_predictions_loss: 0.6107 2441/2441 [==============================] - 389s 159ms/step - loss: 745.5807 - logits_profile_predictions_loss: 732.9997 - logcount_predictions_loss: 0.6107 - val_loss: 752.3463 - val_logits_profile_predictions_loss: 739.8034 - val_logcount_predictions_loss: 0.6089 Epoch 00007: val_loss improved from 759.17743 to 752.34625, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 8/50 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[..............................] - ETA: 6:06 - loss: 757.4837 - logits_profile_predictions_loss: 745.9141 - logcount_predictions_loss: 0.5616 35/2441 [..............................] - ETA: 6:06 - loss: 757.3677 - logits_profile_predictions_loss: 745.7984 - logcount_predictions_loss: 0.5616 36/2441 [..............................] - ETA: 6:05 - loss: 757.2447 - logits_profile_predictions_loss: 745.6718 - logcount_predictions_loss: 0.5618 37/2441 [..............................] - ETA: 6:05 - loss: 757.0869 - logits_profile_predictions_loss: 745.5132 - logcount_predictions_loss: 0.5618 38/2441 [..............................] - ETA: 6:05 - loss: 756.9884 - logits_profile_predictions_loss: 745.4109 - logcount_predictions_loss: 0.5620 39/2441 [..............................] - ETA: 6:05 - loss: 756.8831 - logits_profile_predictions_loss: 745.2970 - logcount_predictions_loss: 0.5624 40/2441 [..............................] - ETA: 6:05 - loss: 756.6716 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 739.5745 - logcount_predictions_loss: 0.5849 328/2441 [===>..........................] - ETA: 5:21 - loss: 751.6029 - logits_profile_predictions_loss: 739.5536 - logcount_predictions_loss: 0.5849 329/2441 [===>..........................] - ETA: 5:21 - loss: 751.5829 - logits_profile_predictions_loss: 739.5331 - logcount_predictions_loss: 0.5849 330/2441 [===>..........................] - ETA: 5:21 - loss: 751.5644 - logits_profile_predictions_loss: 739.5141 - logcount_predictions_loss: 0.5850 331/2441 [===>..........................] - ETA: 5:21 - loss: 751.5464 - logits_profile_predictions_loss: 739.4956 - logcount_predictions_loss: 0.5850 332/2441 [===>..........................] - ETA: 5:20 - loss: 751.5293 - logits_profile_predictions_loss: 739.4779 - logcount_predictions_loss: 0.5850 333/2441 [===>..........................] - ETA: 5:20 - loss: 751.5120 - logits_profile_predictions_loss: 739.4601 - logcount_predictions_loss: 0.5850 334/2441 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logits_profile_predictions_loss: 739.3228 - logcount_predictions_loss: 0.5852 341/2441 [===>..........................] - ETA: 5:19 - loss: 751.3591 - logits_profile_predictions_loss: 739.3032 - logcount_predictions_loss: 0.5852 342/2441 [===>..........................] - ETA: 5:19 - loss: 751.3413 - logits_profile_predictions_loss: 739.2849 - logcount_predictions_loss: 0.5853 343/2441 [===>..........................] - ETA: 5:19 - loss: 751.3244 - logits_profile_predictions_loss: 739.2675 - logcount_predictions_loss: 0.5853 344/2441 [===>..........................] - ETA: 5:19 - loss: 751.3072 - logits_profile_predictions_loss: 739.2498 - logcount_predictions_loss: 0.5853 345/2441 [===>..........................] - ETA: 5:18 - loss: 751.2898 - logits_profile_predictions_loss: 739.2319 - logcount_predictions_loss: 0.5853 346/2441 [===>..........................] - ETA: 5:18 - loss: 751.2718 - logits_profile_predictions_loss: 739.2134 - logcount_predictions_loss: 0.5854 347/2441 [===>..........................] - ETA: 5:18 - loss: 751.2535 - logits_profile_predictions_loss: 739.1947 - logcount_predictions_loss: 0.5854 348/2441 [===>..........................] - ETA: 5:18 - loss: 751.2350 - logits_profile_predictions_loss: 739.1757 - logcount_predictions_loss: 0.5854 349/2441 [===>..........................] - ETA: 5:18 - loss: 751.2156 - logits_profile_predictions_loss: 739.1559 - logcount_predictions_loss: 0.5854 350/2441 [===>..........................] - ETA: 5:18 - loss: 751.1959 - logits_profile_predictions_loss: 739.1358 - logcount_predictions_loss: 0.5854 351/2441 [===>..........................] - ETA: 5:17 - loss: 751.1765 - logits_profile_predictions_loss: 739.1159 - logcount_predictions_loss: 0.5855 352/2441 [===>..........................] - ETA: 5:17 - loss: 751.1571 - logits_profile_predictions_loss: 739.0961 - logcount_predictions_loss: 0.5855 353/2441 [===>..........................] - ETA: 5:17 - loss: 751.1389 - 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[===>..........................] - ETA: 5:16 - loss: 751.0095 - logits_profile_predictions_loss: 738.9452 - logcount_predictions_loss: 0.5856 361/2441 [===>..........................] - ETA: 5:16 - loss: 750.9919 - logits_profile_predictions_loss: 738.9272 - logcount_predictions_loss: 0.5857 362/2441 [===>..........................] - ETA: 5:16 - loss: 750.9734 - logits_profile_predictions_loss: 738.9083 - logcount_predictions_loss: 0.5857 363/2441 [===>..........................] - ETA: 5:16 - loss: 750.9558 - logits_profile_predictions_loss: 738.8903 - logcount_predictions_loss: 0.5857 364/2441 [===>..........................] - ETA: 5:16 - loss: 750.9379 - logits_profile_predictions_loss: 738.8720 - logcount_predictions_loss: 0.5857 365/2441 [===>..........................] - ETA: 5:15 - loss: 750.9192 - logits_profile_predictions_loss: 738.8528 - logcount_predictions_loss: 0.5857 366/2441 [===>..........................] - ETA: 5:15 - loss: 750.9000 - logits_profile_predictions_loss: 738.8333 - logcount_predictions_loss: 0.5858 367/2441 [===>..........................] - ETA: 5:15 - loss: 750.8809 - logits_profile_predictions_loss: 738.8139 - logcount_predictions_loss: 0.5858 368/2441 [===>..........................] - ETA: 5:15 - loss: 750.8624 - logits_profile_predictions_loss: 738.7950 - logcount_predictions_loss: 0.5858 369/2441 [===>..........................] - ETA: 5:15 - loss: 750.8443 - logits_profile_predictions_loss: 738.7765 - logcount_predictions_loss: 0.5858 370/2441 [===>..........................] - ETA: 5:15 - loss: 750.8252 - logits_profile_predictions_loss: 738.7570 - logcount_predictions_loss: 0.5858 371/2441 [===>..........................] - ETA: 5:15 - loss: 750.8068 - logits_profile_predictions_loss: 738.7382 - logcount_predictions_loss: 0.5858 372/2441 [===>..........................] - ETA: 5:14 - loss: 750.7888 - logits_profile_predictions_loss: 738.7197 - logcount_predictions_loss: 0.5859 373/2441 [===>..........................] - ETA: 5:14 - loss: 750.7709 - logits_profile_predictions_loss: 738.7015 - logcount_predictions_loss: 0.5859 374/2441 [===>..........................] - ETA: 5:14 - loss: 750.7533 - logits_profile_predictions_loss: 738.6834 - logcount_predictions_loss: 0.5859 375/2441 [===>..........................] - ETA: 5:14 - loss: 750.7360 - logits_profile_predictions_loss: 738.6657 - logcount_predictions_loss: 0.5859 376/2441 [===>..........................] - ETA: 5:14 - loss: 750.7186 - logits_profile_predictions_loss: 738.6477 - logcount_predictions_loss: 0.5860 377/2441 [===>..........................] - ETA: 5:14 - loss: 750.7017 - logits_profile_predictions_loss: 738.6304 - logcount_predictions_loss: 0.5860 378/2441 [===>..........................] - ETA: 5:13 - loss: 750.6865 - logits_profile_predictions_loss: 738.6147 - logcount_predictions_loss: 0.5860 379/2441 [===>..........................] - ETA: 5:13 - loss: 750.6717 - logits_profile_predictions_loss: 738.5994 - logcount_predictions_loss: 0.5860 380/2441 [===>..........................] - ETA: 5:13 - loss: 750.6564 - logits_profile_predictions_loss: 738.5837 - logcount_predictions_loss: 0.5860 381/2441 [===>..........................] - ETA: 5:13 - loss: 750.6416 - logits_profile_predictions_loss: 738.5684 - logcount_predictions_loss: 0.5861 382/2441 [===>..........................] - ETA: 5:13 - loss: 750.6274 - logits_profile_predictions_loss: 738.5537 - logcount_predictions_loss: 0.5861 383/2441 [===>..........................] - ETA: 5:13 - loss: 750.6141 - logits_profile_predictions_loss: 738.5399 - logcount_predictions_loss: 0.5861 384/2441 [===>..........................] - ETA: 5:13 - loss: 750.6020 - logits_profile_predictions_loss: 738.5272 - logcount_predictions_loss: 0.5861 385/2441 [===>..........................] - ETA: 5:12 - loss: 750.5895 - logits_profile_predictions_loss: 738.5142 - logcount_predictions_loss: 0.5862 386/2441 [===>..........................] - ETA: 5:12 - loss: 750.5772 - logits_profile_predictions_loss: 738.5014 - logcount_predictions_loss: 0.5862 387/2441 [===>..........................] - ETA: 5:12 - loss: 750.5653 - logits_profile_predictions_loss: 738.4890 - logcount_predictions_loss: 0.5862 388/2441 [===>..........................] - ETA: 5:12 - loss: 750.5531 - logits_profile_predictions_loss: 738.4763 - logcount_predictions_loss: 0.5862 389/2441 [===>..........................] - ETA: 5:12 - loss: 750.5413 - logits_profile_predictions_loss: 738.4640 - logcount_predictions_loss: 0.5863 390/2441 [===>..........................] - ETA: 5:12 - loss: 750.5308 - logits_profile_predictions_loss: 738.4530 - logcount_predictions_loss: 0.5863 391/2441 [===>..........................] - ETA: 5:11 - loss: 750.5194 - logits_profile_predictions_loss: 738.4410 - logcount_predictions_loss: 0.5863 392/2441 [===>..........................] - ETA: 5:11 - loss: 750.5071 - logits_profile_predictions_loss: 738.4283 - logcount_predictions_loss: 0.5863 393/2441 [===>..........................] - ETA: 5:11 - loss: 750.4956 - logits_profile_predictions_loss: 738.4162 - logcount_predictions_loss: 0.5864 394/2441 [===>..........................] - ETA: 5:11 - loss: 750.4844 - logits_profile_predictions_loss: 738.4044 - logcount_predictions_loss: 0.5864 395/2441 [===>..........................] - ETA: 5:11 - loss: 750.4728 - logits_profile_predictions_loss: 738.3923 - logcount_predictions_loss: 0.5864 396/2441 [===>..........................] - ETA: 5:11 - loss: 750.4609 - logits_profile_predictions_loss: 738.3798 - logcount_predictions_loss: 0.5865 397/2441 [===>..........................] - ETA: 5:11 - loss: 750.4487 - logits_profile_predictions_loss: 738.3670 - logcount_predictions_loss: 0.5865 398/2441 [===>..........................] - ETA: 5:10 - loss: 750.4375 - logits_profile_predictions_loss: 738.3552 - logcount_predictions_loss: 0.5865 399/2441 [===>..........................] - ETA: 5:10 - loss: 750.4254 - logits_profile_predictions_loss: 738.3424 - logcount_predictions_loss: 0.5865 400/2441 [===>..........................] - ETA: 5:10 - loss: 750.4126 - logits_profile_predictions_loss: 738.3289 - logcount_predictions_loss: 0.5866 401/2441 [===>..........................] - ETA: 5:10 - loss: 750.4002 - logits_profile_predictions_loss: 738.3159 - logcount_predictions_loss: 0.5866 402/2441 [===>..........................] - ETA: 5:10 - loss: 750.3881 - logits_profile_predictions_loss: 738.3032 - logcount_predictions_loss: 0.5866 403/2441 [===>..........................] - ETA: 5:10 - loss: 750.3764 - logits_profile_predictions_loss: 738.2907 - logcount_predictions_loss: 0.5867 404/2441 [===>..........................] - ETA: 5:09 - loss: 750.3653 - logits_profile_predictions_loss: 738.2790 - logcount_predictions_loss: 0.5867 405/2441 [===>..........................] - ETA: 5:09 - loss: 750.3552 - logits_profile_predictions_loss: 738.2683 - logcount_predictions_loss: 0.5867 406/2441 [===>..........................] - ETA: 5:09 - loss: 750.3465 - logits_profile_predictions_loss: 738.2588 - logcount_predictions_loss: 0.5868 407/2441 [====>.........................] - ETA: 5:09 - loss: 750.3372 - logits_profile_predictions_loss: 738.2489 - logcount_predictions_loss: 0.5868 408/2441 [====>.........................] - ETA: 5:09 - loss: 750.3281 - logits_profile_predictions_loss: 738.2390 - logcount_predictions_loss: 0.5868 409/2441 [====>.........................] - ETA: 5:09 - loss: 750.3190 - logits_profile_predictions_loss: 738.2293 - logcount_predictions_loss: 0.5869 410/2441 [====>.........................] - ETA: 5:09 - loss: 750.3107 - logits_profile_predictions_loss: 738.2203 - logcount_predictions_loss: 0.5869 411/2441 [====>.........................] - ETA: 5:08 - loss: 750.3017 - logits_profile_predictions_loss: 738.2107 - logcount_predictions_loss: 0.5869 412/2441 [====>.........................] - ETA: 5:08 - loss: 750.2931 - logits_profile_predictions_loss: 738.2014 - logcount_predictions_loss: 0.5870 413/2441 [====>.........................] - ETA: 5:08 - loss: 750.2855 - logits_profile_predictions_loss: 738.1932 - logcount_predictions_loss: 0.5870 414/2441 [====>.........................] - ETA: 5:08 - loss: 750.2783 - logits_profile_predictions_loss: 738.1854 - logcount_predictions_loss: 0.5870 415/2441 [====>.........................] - ETA: 5:08 - loss: 750.2712 - logits_profile_predictions_loss: 738.1777 - logcount_predictions_loss: 0.5871 416/2441 [====>.........................] - ETA: 5:08 - loss: 750.2641 - logits_profile_predictions_loss: 738.1700 - logcount_predictions_loss: 0.5871 417/2441 [====>.........................] - ETA: 5:07 - loss: 750.2563 - logits_profile_predictions_loss: 738.1616 - logcount_predictions_loss: 0.5871 418/2441 [====>.........................] - ETA: 5:07 - loss: 750.2484 - logits_profile_predictions_loss: 738.1531 - logcount_predictions_loss: 0.5871 419/2441 [====>.........................] - ETA: 5:07 - loss: 750.2414 - logits_profile_predictions_loss: 738.1454 - logcount_predictions_loss: 0.5872 420/2441 [====>.........................] - ETA: 5:07 - loss: 750.2351 - logits_profile_predictions_loss: 738.1385 - logcount_predictions_loss: 0.5872 421/2441 [====>.........................] - ETA: 5:07 - loss: 750.2288 - logits_profile_predictions_loss: 738.1317 - logcount_predictions_loss: 0.5872 422/2441 [====>.........................] - ETA: 5:07 - loss: 750.2224 - logits_profile_predictions_loss: 738.1246 - logcount_predictions_loss: 0.5873 423/2441 [====>.........................] - ETA: 5:07 - loss: 750.2156 - logits_profile_predictions_loss: 738.1172 - logcount_predictions_loss: 0.5873 424/2441 [====>.........................] - ETA: 5:06 - loss: 750.2088 - logits_profile_predictions_loss: 738.1099 - logcount_predictions_loss: 0.5873 425/2441 [====>.........................] - ETA: 5:06 - loss: 750.2018 - logits_profile_predictions_loss: 738.1023 - logcount_predictions_loss: 0.5873 426/2441 [====>.........................] - ETA: 5:06 - loss: 750.1955 - logits_profile_predictions_loss: 738.0955 - logcount_predictions_loss: 0.5874 427/2441 [====>.........................] - ETA: 5:06 - loss: 750.1887 - logits_profile_predictions_loss: 738.0881 - logcount_predictions_loss: 0.5874 428/2441 [====>.........................] - ETA: 5:06 - loss: 750.1824 - logits_profile_predictions_loss: 738.0813 - logcount_predictions_loss: 0.5874 429/2441 [====>.........................] - ETA: 5:06 - loss: 750.1758 - logits_profile_predictions_loss: 738.0741 - logcount_predictions_loss: 0.5875 430/2441 [====>.........................] - ETA: 5:06 - loss: 750.1683 - logits_profile_predictions_loss: 738.0661 - logcount_predictions_loss: 0.5875 431/2441 [====>.........................] - ETA: 5:05 - loss: 750.1609 - logits_profile_predictions_loss: 738.0582 - logcount_predictions_loss: 0.5875 432/2441 [====>.........................] - ETA: 5:05 - loss: 750.1541 - logits_profile_predictions_loss: 738.0509 - logcount_predictions_loss: 0.5875 433/2441 [====>.........................] - ETA: 5:05 - loss: 750.1471 - logits_profile_predictions_loss: 738.0433 - logcount_predictions_loss: 0.5876 434/2441 [====>.........................] - ETA: 5:05 - loss: 750.1398 - logits_profile_predictions_loss: 738.0355 - logcount_predictions_loss: 0.5876 435/2441 [====>.........................] - ETA: 5:05 - loss: 750.1327 - logits_profile_predictions_loss: 738.0279 - logcount_predictions_loss: 0.5876 436/2441 [====>.........................] - ETA: 5:05 - loss: 750.1260 - logits_profile_predictions_loss: 738.0207 - logcount_predictions_loss: 0.5876 437/2441 [====>.........................] - ETA: 5:04 - loss: 750.1192 - logits_profile_predictions_loss: 738.0134 - logcount_predictions_loss: 0.5877 438/2441 [====>.........................] - ETA: 5:04 - loss: 750.1120 - logits_profile_predictions_loss: 738.0057 - logcount_predictions_loss: 0.5877 439/2441 [====>.........................] - ETA: 5:04 - loss: 750.1049 - logits_profile_predictions_loss: 737.9980 - logcount_predictions_loss: 0.5877 440/2441 [====>.........................] - ETA: 5:04 - loss: 750.0979 - logits_profile_predictions_loss: 737.9906 - logcount_predictions_loss: 0.5877 441/2441 [====>.........................] - ETA: 5:04 - loss: 750.0909 - logits_profile_predictions_loss: 737.9830 - logcount_predictions_loss: 0.5878 442/2441 [====>.........................] - ETA: 5:04 - loss: 750.0838 - logits_profile_predictions_loss: 737.9754 - logcount_predictions_loss: 0.5878 443/2441 [====>.........................] - ETA: 5:04 - loss: 750.0779 - logits_profile_predictions_loss: 737.9690 - logcount_predictions_loss: 0.5878 444/2441 [====>.........................] - ETA: 5:03 - loss: 750.0716 - logits_profile_predictions_loss: 737.9621 - logcount_predictions_loss: 0.5878 445/2441 [====>.........................] - ETA: 5:03 - loss: 750.0653 - logits_profile_predictions_loss: 737.9553 - logcount_predictions_loss: 0.5879 446/2441 [====>.........................] - ETA: 5:03 - loss: 750.0593 - logits_profile_predictions_loss: 737.9487 - logcount_predictions_loss: 0.5879 447/2441 [====>.........................] - ETA: 5:03 - loss: 750.0540 - logits_profile_predictions_loss: 737.9428 - logcount_predictions_loss: 0.5879 448/2441 [====>.........................] - ETA: 5:03 - loss: 750.0480 - logits_profile_predictions_loss: 737.9363 - logcount_predictions_loss: 0.5879 449/2441 [====>.........................] - ETA: 5:03 - loss: 750.0419 - logits_profile_predictions_loss: 737.9296 - logcount_predictions_loss: 0.5880 450/2441 [====>.........................] - ETA: 5:02 - loss: 750.0355 - logits_profile_predictions_loss: 737.9227 - logcount_predictions_loss: 0.5880 451/2441 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[==============================] - ETA: 0s - loss: 744.2037 - logits_profile_predictions_loss: 731.9308 - logcount_predictions_loss: 0.5958 2441/2441 [==============================] - 389s 159ms/step - loss: 744.2030 - logits_profile_predictions_loss: 731.9301 - logcount_predictions_loss: 0.5958 - val_loss: 757.5066 - val_logits_profile_predictions_loss: 744.8976 - val_logcount_predictions_loss: 0.6121 Epoch 00008: val_loss did not improve from 752.34625 Epoch 9/50 1/2441 [..............................] - ETA: 7:33 - loss: 764.2781 - logits_profile_predictions_loss: 752.9570 - logcount_predictions_loss: 0.5496 2/2441 [..............................] - ETA: 6:13 - loss: 772.8121 - logits_profile_predictions_loss: 761.0327 - logcount_predictions_loss: 0.5718 3/2441 [..............................] - ETA: 6:12 - loss: 777.4967 - logits_profile_predictions_loss: 764.9479 - logcount_predictions_loss: 0.6092 4/2441 [..............................] - ETA: 6:11 - loss: 777.7499 - 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[============================>.] - ETA: 0s - loss: 739.3388 - logits_profile_predictions_loss: 727.3962 - logcount_predictions_loss: 0.5798 2439/2441 [============================>.] - ETA: 0s - loss: 739.3379 - logits_profile_predictions_loss: 727.3953 - logcount_predictions_loss: 0.5798 2440/2441 [============================>.] - ETA: 0s - loss: 739.3369 - logits_profile_predictions_loss: 727.3943 - logcount_predictions_loss: 0.5798 2441/2441 [==============================] - ETA: 0s - loss: 739.3360 - logits_profile_predictions_loss: 727.3934 - logcount_predictions_loss: 0.5798 2441/2441 [==============================] - 389s 159ms/step - loss: 739.3351 - logits_profile_predictions_loss: 727.3924 - logcount_predictions_loss: 0.5798 - val_loss: 756.5721 - val_logits_profile_predictions_loss: 745.1658 - val_logcount_predictions_loss: 0.5537 Epoch 00009: val_loss did not improve from 752.34625 Epoch 10/50 1/2441 [..............................] - ETA: 7:32 - loss: 585.0211 - logits_profile_predictions_loss: 570.9601 - logcount_predictions_loss: 0.6826 2/2441 [..............................] - ETA: 6:38 - loss: 631.9777 - logits_profile_predictions_loss: 618.3703 - logcount_predictions_loss: 0.6606 3/2441 [..............................] - ETA: 6:25 - loss: 649.6153 - logits_profile_predictions_loss: 636.3676 - logcount_predictions_loss: 0.6431 4/2441 [..............................] - ETA: 6:20 - loss: 657.0594 - logits_profile_predictions_loss: 643.9888 - logcount_predictions_loss: 0.6345 5/2441 [..............................] - ETA: 6:17 - loss: 659.4640 - logits_profile_predictions_loss: 646.6163 - logcount_predictions_loss: 0.6237 6/2441 [..............................] - ETA: 6:16 - loss: 666.9858 - logits_profile_predictions_loss: 654.3986 - logcount_predictions_loss: 0.6110 7/2441 [..............................] - ETA: 6:15 - loss: 672.9870 - logits_profile_predictions_loss: 660.5701 - logcount_predictions_loss: 0.6028 8/2441 [..............................] - ETA: 6:14 - loss: 679.6036 - logits_profile_predictions_loss: 667.3583 - logcount_predictions_loss: 0.5944 9/2441 [..............................] - ETA: 6:13 - loss: 682.8495 - logits_profile_predictions_loss: 670.7461 - logcount_predictions_loss: 0.5875 10/2441 [..............................] - ETA: 6:13 - loss: 684.3696 - logits_profile_predictions_loss: 672.3456 - logcount_predictions_loss: 0.5837 11/2441 [..............................] - ETA: 6:12 - loss: 685.3556 - logits_profile_predictions_loss: 673.4136 - logcount_predictions_loss: 0.5797 12/2441 [..............................] - ETA: 6:12 - loss: 686.9996 - logits_profile_predictions_loss: 675.1455 - logcount_predictions_loss: 0.5754 13/2441 [..............................] - ETA: 6:11 - loss: 687.6865 - logits_profile_predictions_loss: 675.9298 - logcount_predictions_loss: 0.5707 14/2441 [..............................] - ETA: 6:11 - loss: 687.6898 - logits_profile_predictions_loss: 676.0087 - logcount_predictions_loss: 0.5670 15/2441 [..............................] - ETA: 6:11 - loss: 687.8231 - logits_profile_predictions_loss: 676.2160 - logcount_predictions_loss: 0.5635 16/2441 [..............................] - ETA: 6:10 - loss: 687.8905 - logits_profile_predictions_loss: 676.3472 - logcount_predictions_loss: 0.5604 17/2441 [..............................] - ETA: 6:10 - loss: 688.1667 - logits_profile_predictions_loss: 676.6696 - logcount_predictions_loss: 0.5581 18/2441 [..............................] - ETA: 6:10 - loss: 688.4338 - logits_profile_predictions_loss: 676.9885 - logcount_predictions_loss: 0.5556 19/2441 [..............................] - ETA: 6:10 - loss: 688.3785 - logits_profile_predictions_loss: 676.9809 - logcount_predictions_loss: 0.5533 20/2441 [..............................] - ETA: 6:09 - loss: 688.4574 - logits_profile_predictions_loss: 677.1002 - logcount_predictions_loss: 0.5513 21/2441 [..............................] - ETA: 6:09 - loss: 688.4594 - logits_profile_predictions_loss: 677.1315 - logcount_predictions_loss: 0.5499 22/2441 [..............................] - ETA: 6:10 - loss: 688.7217 - logits_profile_predictions_loss: 677.4146 - logcount_predictions_loss: 0.5489 23/2441 [..............................] - ETA: 6:10 - loss: 689.1965 - logits_profile_predictions_loss: 677.9130 - logcount_predictions_loss: 0.5477 24/2441 [..............................] - ETA: 6:09 - loss: 689.6864 - logits_profile_predictions_loss: 678.4204 - logcount_predictions_loss: 0.5469 25/2441 [..............................] - ETA: 6:09 - loss: 690.1158 - logits_profile_predictions_loss: 678.8701 - logcount_predictions_loss: 0.5459 26/2441 [..............................] - ETA: 6:09 - loss: 690.4791 - logits_profile_predictions_loss: 679.2549 - logcount_predictions_loss: 0.5449 27/2441 [..............................] - ETA: 6:09 - loss: 690.8008 - logits_profile_predictions_loss: 679.5847 - logcount_predictions_loss: 0.5445 28/2441 [..............................] - ETA: 6:09 - loss: 691.1295 - logits_profile_predictions_loss: 679.9232 - logcount_predictions_loss: 0.5440 29/2441 [..............................] - ETA: 6:08 - loss: 691.5619 - logits_profile_predictions_loss: 680.3693 - logcount_predictions_loss: 0.5433 30/2441 [..............................] - ETA: 6:08 - loss: 691.9876 - logits_profile_predictions_loss: 680.8068 - logcount_predictions_loss: 0.5428 31/2441 [..............................] - ETA: 6:08 - loss: 692.4223 - logits_profile_predictions_loss: 681.2519 - logcount_predictions_loss: 0.5423 32/2441 [..............................] - ETA: 6:08 - loss: 692.8166 - logits_profile_predictions_loss: 681.6553 - logcount_predictions_loss: 0.5418 33/2441 [..............................] - ETA: 6:08 - loss: 693.2489 - logits_profile_predictions_loss: 682.0965 - logcount_predictions_loss: 0.5414 34/2441 [..............................] - ETA: 6:07 - loss: 693.5682 - logits_profile_predictions_loss: 682.4224 - logcount_predictions_loss: 0.5411 35/2441 [..............................] - ETA: 6:07 - loss: 693.8091 - logits_profile_predictions_loss: 682.6690 - logcount_predictions_loss: 0.5408 36/2441 [..............................] - ETA: 6:07 - loss: 694.0287 - logits_profile_predictions_loss: 682.8926 - logcount_predictions_loss: 0.5406 37/2441 [..............................] - ETA: 6:07 - loss: 694.2092 - logits_profile_predictions_loss: 683.0779 - logcount_predictions_loss: 0.5404 38/2441 [..............................] - ETA: 6:07 - loss: 694.3301 - logits_profile_predictions_loss: 683.2043 - logcount_predictions_loss: 0.5401 39/2441 [..............................] - ETA: 6:06 - loss: 694.4731 - logits_profile_predictions_loss: 683.3503 - logcount_predictions_loss: 0.5399 40/2441 [..............................] - ETA: 6:06 - loss: 694.6460 - logits_profile_predictions_loss: 683.5268 - logcount_predictions_loss: 0.5398 41/2441 [..............................] - ETA: 6:06 - loss: 694.7857 - logits_profile_predictions_loss: 683.6695 - logcount_predictions_loss: 0.5396 42/2441 [..............................] - ETA: 6:06 - loss: 695.0411 - logits_profile_predictions_loss: 683.9280 - logcount_predictions_loss: 0.5395 43/2441 [..............................] - ETA: 6:06 - loss: 695.3181 - logits_profile_predictions_loss: 684.2080 - logcount_predictions_loss: 0.5393 44/2441 [..............................] - ETA: 6:05 - loss: 695.6884 - logits_profile_predictions_loss: 684.5819 - logcount_predictions_loss: 0.5391 45/2441 [..............................] - ETA: 6:05 - loss: 696.0983 - logits_profile_predictions_loss: 684.9950 - logcount_predictions_loss: 0.5390 46/2441 [..............................] - ETA: 6:05 - loss: 696.5104 - logits_profile_predictions_loss: 685.4090 - logcount_predictions_loss: 0.5389 47/2441 [..............................] - ETA: 6:05 - loss: 696.9758 - logits_profile_predictions_loss: 685.8760 - logcount_predictions_loss: 0.5388 48/2441 [..............................] - ETA: 6:05 - loss: 697.3994 - logits_profile_predictions_loss: 686.2999 - logcount_predictions_loss: 0.5388 49/2441 [..............................] - ETA: 6:05 - loss: 697.7990 - logits_profile_predictions_loss: 686.7007 - logcount_predictions_loss: 0.5388 50/2441 [..............................] - ETA: 6:04 - loss: 698.1592 - logits_profile_predictions_loss: 687.0623 - logcount_predictions_loss: 0.5387 51/2441 [..............................] - ETA: 6:04 - loss: 698.5176 - logits_profile_predictions_loss: 687.4216 - logcount_predictions_loss: 0.5386 52/2441 [..............................] - ETA: 6:04 - loss: 698.9383 - logits_profile_predictions_loss: 687.8411 - logcount_predictions_loss: 0.5387 53/2441 [..............................] - ETA: 6:04 - loss: 699.3607 - logits_profile_predictions_loss: 688.2618 - logcount_predictions_loss: 0.5388 54/2441 [..............................] - ETA: 6:04 - loss: 699.7615 - logits_profile_predictions_loss: 688.6609 - logcount_predictions_loss: 0.5389 55/2441 [..............................] - ETA: 6:03 - loss: 700.2057 - logits_profile_predictions_loss: 689.1034 - logcount_predictions_loss: 0.5389 56/2441 [..............................] - ETA: 6:03 - loss: 700.6613 - logits_profile_predictions_loss: 689.5569 - logcount_predictions_loss: 0.5390 57/2441 [..............................] - ETA: 6:03 - loss: 701.1454 - logits_profile_predictions_loss: 690.0384 - logcount_predictions_loss: 0.5392 58/2441 [..............................] - ETA: 6:03 - loss: 701.5953 - logits_profile_predictions_loss: 690.4866 - logcount_predictions_loss: 0.5393 59/2441 [..............................] - ETA: 6:03 - loss: 702.0502 - logits_profile_predictions_loss: 690.9400 - logcount_predictions_loss: 0.5393 60/2441 [..............................] - ETA: 6:03 - loss: 702.5004 - logits_profile_predictions_loss: 691.3888 - logcount_predictions_loss: 0.5394 61/2441 [..............................] - ETA: 6:02 - loss: 702.9055 - logits_profile_predictions_loss: 691.7932 - logcount_predictions_loss: 0.5394 62/2441 [..............................] - ETA: 6:02 - loss: 703.2950 - logits_profile_predictions_loss: 692.1825 - logcount_predictions_loss: 0.5394 63/2441 [..............................] - ETA: 6:02 - loss: 703.7049 - logits_profile_predictions_loss: 692.5922 - logcount_predictions_loss: 0.5394 64/2441 [..............................] - ETA: 6:02 - loss: 704.0957 - logits_profile_predictions_loss: 692.9832 - logcount_predictions_loss: 0.5394 65/2441 [..............................] - ETA: 6:02 - loss: 704.4800 - logits_profile_predictions_loss: 693.3658 - logcount_predictions_loss: 0.5395 66/2441 [..............................] - ETA: 6:02 - loss: 704.8734 - logits_profile_predictions_loss: 693.7582 - logcount_predictions_loss: 0.5396 67/2441 [..............................] - ETA: 6:01 - loss: 705.2254 - logits_profile_predictions_loss: 694.1086 - logcount_predictions_loss: 0.5396 68/2441 [..............................] - ETA: 6:01 - loss: 705.5785 - logits_profile_predictions_loss: 694.4603 - logcount_predictions_loss: 0.5397 69/2441 [..............................] - ETA: 6:01 - loss: 705.9130 - logits_profile_predictions_loss: 694.7936 - logcount_predictions_loss: 0.5398 70/2441 [..............................] - ETA: 6:01 - loss: 706.2492 - logits_profile_predictions_loss: 695.1279 - logcount_predictions_loss: 0.5399 71/2441 [..............................] - ETA: 6:01 - loss: 706.5673 - logits_profile_predictions_loss: 695.4447 - logcount_predictions_loss: 0.5399 72/2441 [..............................] - ETA: 6:01 - loss: 706.8679 - logits_profile_predictions_loss: 695.7446 - logcount_predictions_loss: 0.5400 73/2441 [..............................] - ETA: 6:01 - loss: 707.1593 - logits_profile_predictions_loss: 696.0324 - logcount_predictions_loss: 0.5401 74/2441 [..............................] - ETA: 6:00 - loss: 707.4394 - logits_profile_predictions_loss: 696.3082 - logcount_predictions_loss: 0.5403 75/2441 [..............................] - ETA: 6:00 - loss: 707.6859 - logits_profile_predictions_loss: 696.5502 - logcount_predictions_loss: 0.5406 76/2441 [..............................] - ETA: 6:00 - loss: 707.9176 - logits_profile_predictions_loss: 696.7770 - logcount_predictions_loss: 0.5408 77/2441 [..............................] - ETA: 6:00 - loss: 708.1418 - logits_profile_predictions_loss: 696.9961 - logcount_predictions_loss: 0.5410 78/2441 [..............................] - ETA: 6:00 - loss: 708.3493 - logits_profile_predictions_loss: 697.1992 - logcount_predictions_loss: 0.5413 79/2441 [..............................] - ETA: 6:00 - loss: 708.5571 - logits_profile_predictions_loss: 697.4029 - logcount_predictions_loss: 0.5415 80/2441 [..............................] - ETA: 5:59 - loss: 708.7493 - logits_profile_predictions_loss: 697.5916 - logcount_predictions_loss: 0.5416 81/2441 [..............................] - ETA: 5:59 - loss: 708.9250 - logits_profile_predictions_loss: 697.7637 - logcount_predictions_loss: 0.5418 82/2441 [>.............................] - ETA: 5:59 - loss: 709.1051 - logits_profile_predictions_loss: 697.9406 - logcount_predictions_loss: 0.5420 83/2441 [>.............................] - ETA: 5:59 - loss: 709.2886 - logits_profile_predictions_loss: 698.1208 - logcount_predictions_loss: 0.5421 84/2441 [>.............................] - ETA: 5:59 - loss: 709.4662 - logits_profile_predictions_loss: 698.2954 - logcount_predictions_loss: 0.5423 85/2441 [>.............................] - ETA: 5:59 - loss: 709.6638 - logits_profile_predictions_loss: 698.4902 - logcount_predictions_loss: 0.5424 86/2441 [>.............................] - ETA: 5:58 - loss: 709.8497 - logits_profile_predictions_loss: 698.6727 - logcount_predictions_loss: 0.5426 87/2441 [>.............................] - ETA: 5:58 - loss: 710.0264 - logits_profile_predictions_loss: 698.8459 - logcount_predictions_loss: 0.5427 88/2441 [>.............................] - ETA: 5:58 - loss: 710.1952 - logits_profile_predictions_loss: 699.0112 - logcount_predictions_loss: 0.5429 89/2441 [>.............................] - ETA: 5:58 - loss: 710.3664 - logits_profile_predictions_loss: 699.1789 - logcount_predictions_loss: 0.5431 90/2441 [>.............................] - ETA: 5:58 - loss: 710.5426 - logits_profile_predictions_loss: 699.3516 - logcount_predictions_loss: 0.5432 91/2441 [>.............................] - ETA: 5:58 - loss: 710.7406 - logits_profile_predictions_loss: 699.5463 - logcount_predictions_loss: 0.5434 92/2441 [>.............................] - ETA: 5:57 - loss: 710.9312 - logits_profile_predictions_loss: 699.7333 - logcount_predictions_loss: 0.5436 93/2441 [>.............................] - ETA: 5:57 - loss: 711.1148 - logits_profile_predictions_loss: 699.9138 - logcount_predictions_loss: 0.5437 94/2441 [>.............................] - ETA: 5:57 - loss: 711.2960 - logits_profile_predictions_loss: 700.0923 - logcount_predictions_loss: 0.5439 95/2441 [>.............................] - ETA: 5:57 - loss: 711.4735 - logits_profile_predictions_loss: 700.2671 - logcount_predictions_loss: 0.5440 96/2441 [>.............................] - ETA: 5:57 - loss: 711.6465 - logits_profile_predictions_loss: 700.4376 - logcount_predictions_loss: 0.5441 97/2441 [>.............................] - ETA: 5:57 - loss: 711.8338 - logits_profile_predictions_loss: 700.6227 - logcount_predictions_loss: 0.5442 98/2441 [>.............................] - ETA: 5:56 - loss: 712.0180 - logits_profile_predictions_loss: 700.8047 - logcount_predictions_loss: 0.5443 99/2441 [>.............................] - ETA: 5:56 - loss: 712.1949 - logits_profile_predictions_loss: 700.9795 - logcount_predictions_loss: 0.5444 100/2441 [>.............................] - ETA: 5:56 - loss: 712.3568 - logits_profile_predictions_loss: 701.1389 - logcount_predictions_loss: 0.5446 101/2441 [>.............................] - ETA: 5:56 - loss: 712.5285 - logits_profile_predictions_loss: 701.3081 - logcount_predictions_loss: 0.5447 102/2441 [>.............................] - ETA: 5:56 - loss: 712.6894 - logits_profile_predictions_loss: 701.4663 - logcount_predictions_loss: 0.5448 103/2441 [>.............................] - ETA: 5:56 - loss: 712.8479 - logits_profile_predictions_loss: 701.6223 - logcount_predictions_loss: 0.5449 104/2441 [>.............................] - ETA: 5:56 - loss: 712.9872 - logits_profile_predictions_loss: 701.7590 - logcount_predictions_loss: 0.5451 105/2441 [>.............................] - ETA: 5:55 - loss: 713.1213 - logits_profile_predictions_loss: 701.8906 - logcount_predictions_loss: 0.5452 106/2441 [>.............................] - ETA: 5:55 - loss: 713.2673 - logits_profile_predictions_loss: 702.0340 - logcount_predictions_loss: 0.5453 107/2441 [>.............................] - ETA: 5:55 - loss: 713.4162 - logits_profile_predictions_loss: 702.1807 - logcount_predictions_loss: 0.5454 108/2441 [>.............................] - ETA: 5:55 - loss: 713.5550 - logits_profile_predictions_loss: 702.3175 - logcount_predictions_loss: 0.5455 109/2441 [>.............................] - ETA: 5:55 - loss: 713.6879 - logits_profile_predictions_loss: 702.4487 - logcount_predictions_loss: 0.5456 110/2441 [>.............................] - ETA: 5:55 - loss: 713.8156 - logits_profile_predictions_loss: 702.5746 - logcount_predictions_loss: 0.5457 111/2441 [>.............................] - ETA: 5:54 - loss: 713.9364 - logits_profile_predictions_loss: 702.6939 - logcount_predictions_loss: 0.5457 112/2441 [>.............................] - ETA: 5:54 - loss: 714.0519 - logits_profile_predictions_loss: 702.8083 - logcount_predictions_loss: 0.5458 113/2441 [>.............................] - ETA: 5:54 - loss: 714.1529 - logits_profile_predictions_loss: 702.9082 - logcount_predictions_loss: 0.5459 114/2441 [>.............................] - ETA: 5:54 - loss: 714.2506 - logits_profile_predictions_loss: 703.0049 - logcount_predictions_loss: 0.5459 115/2441 [>.............................] - ETA: 5:54 - loss: 714.3492 - logits_profile_predictions_loss: 703.1025 - logcount_predictions_loss: 0.5459 116/2441 [>.............................] - ETA: 5:54 - loss: 714.4479 - logits_profile_predictions_loss: 703.2005 - logcount_predictions_loss: 0.5460 117/2441 [>.............................] - ETA: 5:53 - loss: 714.5381 - logits_profile_predictions_loss: 703.2901 - logcount_predictions_loss: 0.5460 118/2441 [>.............................] - ETA: 5:53 - loss: 714.6227 - logits_profile_predictions_loss: 703.3744 - logcount_predictions_loss: 0.5460 119/2441 [>.............................] - ETA: 5:53 - loss: 714.6954 - logits_profile_predictions_loss: 703.4468 - logcount_predictions_loss: 0.5460 120/2441 [>.............................] - ETA: 5:53 - loss: 714.7647 - logits_profile_predictions_loss: 703.5156 - logcount_predictions_loss: 0.5461 121/2441 [>.............................] - ETA: 5:53 - loss: 714.8293 - logits_profile_predictions_loss: 703.5800 - logcount_predictions_loss: 0.5461 122/2441 [>.............................] - ETA: 5:53 - loss: 714.8985 - logits_profile_predictions_loss: 703.6491 - logcount_predictions_loss: 0.5461 123/2441 [>.............................] - ETA: 5:53 - loss: 714.9640 - logits_profile_predictions_loss: 703.7145 - logcount_predictions_loss: 0.5461 124/2441 [>.............................] - ETA: 5:52 - loss: 715.0248 - logits_profile_predictions_loss: 703.7755 - logcount_predictions_loss: 0.5461 125/2441 [>.............................] - ETA: 5:52 - loss: 715.0865 - logits_profile_predictions_loss: 703.8374 - logcount_predictions_loss: 0.5461 126/2441 [>.............................] - ETA: 5:52 - loss: 715.1501 - 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4/2441 [..............................] - ETA: 6:11 - loss: 785.9605 - logits_profile_predictions_loss: 775.3284 - logcount_predictions_loss: 0.5161 5/2441 [..............................] - ETA: 6:10 - loss: 780.4313 - logits_profile_predictions_loss: 769.8920 - logcount_predictions_loss: 0.5116 6/2441 [..............................] - ETA: 6:10 - loss: 776.5650 - logits_profile_predictions_loss: 766.0654 - logcount_predictions_loss: 0.5097 7/2441 [..............................] - ETA: 6:10 - loss: 771.8335 - logits_profile_predictions_loss: 761.2535 - logcount_predictions_loss: 0.5136 8/2441 [..............................] - ETA: 6:10 - loss: 768.2956 - logits_profile_predictions_loss: 757.6475 - logcount_predictions_loss: 0.5169 9/2441 [..............................] - ETA: 6:10 - loss: 764.2226 - logits_profile_predictions_loss: 753.5773 - logcount_predictions_loss: 0.5168 10/2441 [..............................] - ETA: 6:10 - loss: 759.7766 - logits_profile_predictions_loss: 749.1367 - logcount_predictions_loss: 0.5165 11/2441 [..............................] - ETA: 6:09 - loss: 756.6261 - logits_profile_predictions_loss: 745.9759 - logcount_predictions_loss: 0.5170 12/2441 [..............................] - ETA: 6:09 - loss: 754.1185 - logits_profile_predictions_loss: 743.4728 - logcount_predictions_loss: 0.5168 13/2441 [..............................] - ETA: 6:09 - loss: 751.8061 - logits_profile_predictions_loss: 741.1391 - logcount_predictions_loss: 0.5178 14/2441 [..............................] - ETA: 6:09 - loss: 749.4005 - logits_profile_predictions_loss: 738.7242 - logcount_predictions_loss: 0.5183 15/2441 [..............................] - ETA: 6:09 - loss: 748.3380 - logits_profile_predictions_loss: 737.6515 - logcount_predictions_loss: 0.5188 16/2441 [..............................] - ETA: 6:09 - loss: 747.9286 - logits_profile_predictions_loss: 737.2365 - logcount_predictions_loss: 0.5190 17/2441 [..............................] - ETA: 6:08 - loss: 748.0009 - logits_profile_predictions_loss: 737.2850 - logcount_predictions_loss: 0.5202 18/2441 [..............................] - ETA: 6:08 - loss: 747.8465 - logits_profile_predictions_loss: 737.1177 - logcount_predictions_loss: 0.5208 19/2441 [..............................] - ETA: 6:08 - loss: 747.5807 - logits_profile_predictions_loss: 736.8407 - logcount_predictions_loss: 0.5214 20/2441 [..............................] - ETA: 6:08 - loss: 747.3255 - logits_profile_predictions_loss: 736.5819 - logcount_predictions_loss: 0.5215 21/2441 [..............................] - ETA: 6:08 - loss: 747.0174 - logits_profile_predictions_loss: 736.2789 - logcount_predictions_loss: 0.5213 22/2441 [..............................] - ETA: 6:08 - loss: 746.8341 - logits_profile_predictions_loss: 736.1002 - logcount_predictions_loss: 0.5211 23/2441 [..............................] - ETA: 6:07 - loss: 746.4473 - logits_profile_predictions_loss: 735.7229 - logcount_predictions_loss: 0.5206 24/2441 [..............................] - ETA: 6:07 - loss: 746.2446 - logits_profile_predictions_loss: 735.5139 - logcount_predictions_loss: 0.5209 25/2441 [..............................] - ETA: 6:07 - loss: 746.0074 - logits_profile_predictions_loss: 735.2716 - logcount_predictions_loss: 0.5211 26/2441 [..............................] - ETA: 6:07 - loss: 745.7049 - logits_profile_predictions_loss: 734.9584 - logcount_predictions_loss: 0.5217 27/2441 [..............................] - ETA: 6:07 - loss: 745.3830 - logits_profile_predictions_loss: 734.6202 - logcount_predictions_loss: 0.5225 28/2441 [..............................] - ETA: 6:07 - loss: 744.9507 - logits_profile_predictions_loss: 734.1646 - logcount_predictions_loss: 0.5236 29/2441 [..............................] - ETA: 6:06 - loss: 744.3846 - logits_profile_predictions_loss: 733.5798 - logcount_predictions_loss: 0.5245 30/2441 [..............................] - ETA: 6:06 - loss: 743.8497 - 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[..............................] - ETA: 6:05 - loss: 739.9216 - logits_profile_predictions_loss: 729.0184 - logcount_predictions_loss: 0.5293 38/2441 [..............................] - ETA: 6:05 - loss: 739.5339 - logits_profile_predictions_loss: 728.6250 - logcount_predictions_loss: 0.5296 39/2441 [..............................] - ETA: 6:05 - loss: 739.1859 - logits_profile_predictions_loss: 728.2733 - logcount_predictions_loss: 0.5297 40/2441 [..............................] - ETA: 6:05 - loss: 738.8936 - logits_profile_predictions_loss: 727.9747 - logcount_predictions_loss: 0.5300 41/2441 [..............................] - ETA: 6:05 - loss: 738.5697 - logits_profile_predictions_loss: 727.6453 - logcount_predictions_loss: 0.5303 42/2441 [..............................] - ETA: 6:05 - loss: 738.2929 - logits_profile_predictions_loss: 727.3630 - logcount_predictions_loss: 0.5306 43/2441 [..............................] - ETA: 6:04 - loss: 737.9830 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:00 - loss: 731.1871 - logits_profile_predictions_loss: 720.2220 - logcount_predictions_loss: 0.5323 71/2441 [..............................] - ETA: 6:00 - loss: 731.0943 - logits_profile_predictions_loss: 720.1306 - logcount_predictions_loss: 0.5322 72/2441 [..............................] - ETA: 6:00 - loss: 731.0340 - logits_profile_predictions_loss: 720.0714 - logcount_predictions_loss: 0.5322 73/2441 [..............................] - ETA: 6:00 - loss: 730.9772 - logits_profile_predictions_loss: 720.0155 - logcount_predictions_loss: 0.5321 74/2441 [..............................] - ETA: 6:00 - loss: 730.9353 - logits_profile_predictions_loss: 719.9746 - logcount_predictions_loss: 0.5321 75/2441 [..............................] - ETA: 5:59 - loss: 730.8908 - logits_profile_predictions_loss: 719.9309 - logcount_predictions_loss: 0.5320 76/2441 [..............................] - ETA: 5:59 - loss: 730.8233 - logits_profile_predictions_loss: 719.8643 - logcount_predictions_loss: 0.5320 77/2441 [..............................] - ETA: 5:59 - loss: 730.7568 - logits_profile_predictions_loss: 719.7985 - logcount_predictions_loss: 0.5319 78/2441 [..............................] - ETA: 5:59 - loss: 730.7135 - logits_profile_predictions_loss: 719.7561 - logcount_predictions_loss: 0.5319 79/2441 [..............................] - ETA: 5:59 - loss: 730.6655 - logits_profile_predictions_loss: 719.7089 - logcount_predictions_loss: 0.5319 80/2441 [..............................] - ETA: 5:59 - loss: 730.6310 - logits_profile_predictions_loss: 719.6753 - logcount_predictions_loss: 0.5318 81/2441 [..............................] - ETA: 5:59 - loss: 730.6116 - logits_profile_predictions_loss: 719.6569 - logcount_predictions_loss: 0.5318 82/2441 [>.............................] - ETA: 5:58 - loss: 730.5927 - logits_profile_predictions_loss: 719.6389 - logcount_predictions_loss: 0.5317 83/2441 [>.............................] - ETA: 5:58 - 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[============================>.] - ETA: 4s - loss: 729.4072 - logits_profile_predictions_loss: 718.1634 - logcount_predictions_loss: 0.5458 2412/2441 [============================>.] - ETA: 4s - loss: 729.4079 - logits_profile_predictions_loss: 718.1641 - logcount_predictions_loss: 0.5458 2413/2441 [============================>.] - ETA: 4s - loss: 729.4086 - logits_profile_predictions_loss: 718.1648 - logcount_predictions_loss: 0.5458 2414/2441 [============================>.] - ETA: 4s - loss: 729.4094 - logits_profile_predictions_loss: 718.1655 - logcount_predictions_loss: 0.5458 2415/2441 [============================>.] - ETA: 3s - loss: 729.4101 - logits_profile_predictions_loss: 718.1662 - logcount_predictions_loss: 0.5458 2416/2441 [============================>.] - ETA: 3s - loss: 729.4108 - logits_profile_predictions_loss: 718.1669 - logcount_predictions_loss: 0.5458 2417/2441 [============================>.] - ETA: 3s - loss: 729.4116 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 718.1831 - logcount_predictions_loss: 0.5459 2438/2441 [============================>.] - ETA: 0s - loss: 729.4286 - logits_profile_predictions_loss: 718.1839 - logcount_predictions_loss: 0.5459 2439/2441 [============================>.] - ETA: 0s - loss: 729.4294 - logits_profile_predictions_loss: 718.1847 - logcount_predictions_loss: 0.5459 2440/2441 [============================>.] - ETA: 0s - loss: 729.4302 - logits_profile_predictions_loss: 718.1855 - logcount_predictions_loss: 0.5459 2441/2441 [==============================] - ETA: 0s - loss: 729.4310 - logits_profile_predictions_loss: 718.1862 - logcount_predictions_loss: 0.5459 2441/2441 [==============================] - 389s 159ms/step - loss: 729.4318 - logits_profile_predictions_loss: 718.1870 - logcount_predictions_loss: 0.5459 - val_loss: 751.9721 - val_logits_profile_predictions_loss: 740.6594 - val_logcount_predictions_loss: 0.5492 Epoch 00011: val_loss did not improve from 749.20398 Epoch 12/50 1/2441 [..............................] - ETA: 7:31 - loss: 790.0440 - logits_profile_predictions_loss: 775.0696 - logcount_predictions_loss: 0.7269 2/2441 [..............................] - ETA: 6:45 - loss: 824.2570 - logits_profile_predictions_loss: 810.1541 - logcount_predictions_loss: 0.6846 3/2441 [..............................] - ETA: 6:28 - loss: 819.6408 - logits_profile_predictions_loss: 806.5661 - logcount_predictions_loss: 0.6347 4/2441 [..............................] - ETA: 6:22 - loss: 811.0416 - logits_profile_predictions_loss: 798.4205 - logcount_predictions_loss: 0.6127 5/2441 [..............................] - ETA: 6:19 - loss: 804.2263 - logits_profile_predictions_loss: 791.8960 - logcount_predictions_loss: 0.5986 6/2441 [..............................] - ETA: 6:17 - loss: 797.8949 - logits_profile_predictions_loss: 785.8263 - logcount_predictions_loss: 0.5859 7/2441 [..............................] - ETA: 6:16 - loss: 789.6708 - 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[..............................] - ETA: 6:12 - loss: 768.2363 - logits_profile_predictions_loss: 757.0489 - logcount_predictions_loss: 0.5431 15/2441 [..............................] - ETA: 6:12 - loss: 766.3000 - logits_profile_predictions_loss: 755.1539 - logcount_predictions_loss: 0.5411 16/2441 [..............................] - ETA: 6:11 - loss: 764.8291 - logits_profile_predictions_loss: 753.7052 - logcount_predictions_loss: 0.5400 17/2441 [..............................] - ETA: 6:11 - loss: 763.4801 - logits_profile_predictions_loss: 752.3691 - logcount_predictions_loss: 0.5394 18/2441 [..............................] - ETA: 6:11 - loss: 762.4550 - logits_profile_predictions_loss: 751.3634 - logcount_predictions_loss: 0.5384 19/2441 [..............................] - ETA: 6:10 - loss: 761.5507 - logits_profile_predictions_loss: 750.4669 - logcount_predictions_loss: 0.5381 20/2441 [..............................] - ETA: 6:10 - loss: 760.7179 - logits_profile_predictions_loss: 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loss: 755.8107 - logits_profile_predictions_loss: 744.7341 - logcount_predictions_loss: 0.5377 28/2441 [..............................] - ETA: 6:08 - loss: 755.4026 - logits_profile_predictions_loss: 744.3261 - logcount_predictions_loss: 0.5377 29/2441 [..............................] - ETA: 6:08 - loss: 755.0201 - logits_profile_predictions_loss: 743.9414 - logcount_predictions_loss: 0.5378 30/2441 [..............................] - ETA: 6:08 - loss: 754.6414 - logits_profile_predictions_loss: 743.5622 - logcount_predictions_loss: 0.5378 31/2441 [..............................] - ETA: 6:08 - loss: 754.3361 - logits_profile_predictions_loss: 743.2553 - logcount_predictions_loss: 0.5379 32/2441 [..............................] - ETA: 6:07 - loss: 753.8510 - logits_profile_predictions_loss: 742.7702 - logcount_predictions_loss: 0.5379 33/2441 [..............................] - ETA: 6:07 - loss: 753.3745 - logits_profile_predictions_loss: 742.2918 - logcount_predictions_loss: 0.5380 34/2441 [..............................] - ETA: 6:07 - loss: 752.9292 - logits_profile_predictions_loss: 741.8431 - logcount_predictions_loss: 0.5382 35/2441 [..............................] - ETA: 6:07 - loss: 752.5368 - logits_profile_predictions_loss: 741.4494 - logcount_predictions_loss: 0.5382 36/2441 [..............................] - ETA: 6:07 - loss: 751.9735 - logits_profile_predictions_loss: 740.8850 - logcount_predictions_loss: 0.5383 37/2441 [..............................] - ETA: 6:06 - loss: 751.4962 - logits_profile_predictions_loss: 740.4035 - logcount_predictions_loss: 0.5385 38/2441 [..............................] - ETA: 6:06 - loss: 750.9547 - logits_profile_predictions_loss: 739.8516 - logcount_predictions_loss: 0.5390 39/2441 [..............................] - ETA: 6:06 - loss: 750.3453 - logits_profile_predictions_loss: 739.2298 - logcount_predictions_loss: 0.5396 40/2441 [..............................] - ETA: 6:06 - loss: 749.7823 - logits_profile_predictions_loss: 738.6551 - logcount_predictions_loss: 0.5402 41/2441 [..............................] - ETA: 6:06 - loss: 749.3285 - logits_profile_predictions_loss: 738.1854 - logcount_predictions_loss: 0.5409 42/2441 [..............................] - ETA: 6:06 - loss: 748.8797 - logits_profile_predictions_loss: 737.7217 - logcount_predictions_loss: 0.5417 43/2441 [..............................] - ETA: 6:05 - loss: 748.4692 - logits_profile_predictions_loss: 737.2974 - logcount_predictions_loss: 0.5423 44/2441 [..............................] - ETA: 6:05 - loss: 748.0902 - logits_profile_predictions_loss: 736.9058 - logcount_predictions_loss: 0.5429 45/2441 [..............................] - ETA: 6:05 - loss: 747.8156 - logits_profile_predictions_loss: 736.6212 - logcount_predictions_loss: 0.5434 46/2441 [..............................] - ETA: 6:05 - loss: 747.6003 - logits_profile_predictions_loss: 736.3971 - logcount_predictions_loss: 0.5438 47/2441 [..............................] - ETA: 6:05 - loss: 747.3998 - logits_profile_predictions_loss: 736.1885 - logcount_predictions_loss: 0.5442 48/2441 [..............................] - ETA: 6:05 - loss: 747.2096 - logits_profile_predictions_loss: 735.9917 - logcount_predictions_loss: 0.5446 49/2441 [..............................] - ETA: 6:04 - loss: 746.9956 - logits_profile_predictions_loss: 735.7729 - logcount_predictions_loss: 0.5448 50/2441 [..............................] - ETA: 6:04 - loss: 746.7707 - logits_profile_predictions_loss: 735.5428 - logcount_predictions_loss: 0.5450 51/2441 [..............................] - ETA: 6:04 - loss: 746.5537 - logits_profile_predictions_loss: 735.3212 - logcount_predictions_loss: 0.5453 52/2441 [..............................] - ETA: 6:04 - loss: 746.3476 - logits_profile_predictions_loss: 735.1123 - logcount_predictions_loss: 0.5454 53/2441 [..............................] - ETA: 6:04 - loss: 746.1537 - logits_profile_predictions_loss: 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loss: 745.3473 - logits_profile_predictions_loss: 734.0910 - logcount_predictions_loss: 0.5464 61/2441 [..............................] - ETA: 6:02 - loss: 745.2272 - logits_profile_predictions_loss: 733.9684 - logcount_predictions_loss: 0.5466 62/2441 [..............................] - ETA: 6:02 - loss: 745.1353 - logits_profile_predictions_loss: 733.8735 - logcount_predictions_loss: 0.5467 63/2441 [..............................] - ETA: 6:02 - loss: 745.0704 - logits_profile_predictions_loss: 733.8054 - logcount_predictions_loss: 0.5469 64/2441 [..............................] - ETA: 6:03 - loss: 744.9730 - logits_profile_predictions_loss: 733.7054 - logcount_predictions_loss: 0.5470 65/2441 [..............................] - ETA: 6:02 - loss: 744.8588 - logits_profile_predictions_loss: 733.5894 - logcount_predictions_loss: 0.5471 66/2441 [..............................] - ETA: 6:02 - loss: 744.7342 - logits_profile_predictions_loss: 733.4625 - logcount_predictions_loss: 0.5472 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logits_profile_predictions_loss: 718.6074 - logcount_predictions_loss: 0.5406 354/2441 [===>..........................] - ETA: 5:18 - loss: 729.7357 - logits_profile_predictions_loss: 718.6003 - logcount_predictions_loss: 0.5406 355/2441 [===>..........................] - ETA: 5:17 - loss: 729.7302 - logits_profile_predictions_loss: 718.5950 - logcount_predictions_loss: 0.5405 356/2441 [===>..........................] - ETA: 5:17 - loss: 729.7245 - logits_profile_predictions_loss: 718.5896 - logcount_predictions_loss: 0.5405 357/2441 [===>..........................] - ETA: 5:17 - loss: 729.7184 - logits_profile_predictions_loss: 718.5838 - logcount_predictions_loss: 0.5405 358/2441 [===>..........................] - ETA: 5:17 - loss: 729.7124 - logits_profile_predictions_loss: 718.5780 - logcount_predictions_loss: 0.5405 359/2441 [===>..........................] - ETA: 5:17 - loss: 729.7060 - logits_profile_predictions_loss: 718.5720 - logcount_predictions_loss: 0.5405 360/2441 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logits_profile_predictions_loss: 718.5371 - logcount_predictions_loss: 0.5404 367/2441 [===>..........................] - ETA: 5:16 - loss: 729.6640 - logits_profile_predictions_loss: 718.5323 - logcount_predictions_loss: 0.5404 368/2441 [===>..........................] - ETA: 5:15 - loss: 729.6590 - logits_profile_predictions_loss: 718.5276 - logcount_predictions_loss: 0.5404 369/2441 [===>..........................] - ETA: 5:15 - loss: 729.6531 - logits_profile_predictions_loss: 718.5221 - logcount_predictions_loss: 0.5403 370/2441 [===>..........................] - ETA: 5:15 - loss: 729.6481 - logits_profile_predictions_loss: 718.5174 - logcount_predictions_loss: 0.5403 371/2441 [===>..........................] - ETA: 5:15 - loss: 729.6431 - logits_profile_predictions_loss: 718.5127 - logcount_predictions_loss: 0.5403 372/2441 [===>..........................] - ETA: 5:15 - loss: 729.6392 - logits_profile_predictions_loss: 718.5091 - logcount_predictions_loss: 0.5403 373/2441 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logits_profile_predictions_loss: 718.4811 - logcount_predictions_loss: 0.5402 380/2441 [===>..........................] - ETA: 5:14 - loss: 729.6035 - logits_profile_predictions_loss: 718.4764 - logcount_predictions_loss: 0.5401 381/2441 [===>..........................] - ETA: 5:13 - loss: 729.5994 - logits_profile_predictions_loss: 718.4727 - logcount_predictions_loss: 0.5401 382/2441 [===>..........................] - ETA: 5:13 - loss: 729.5944 - logits_profile_predictions_loss: 718.4682 - logcount_predictions_loss: 0.5401 383/2441 [===>..........................] - ETA: 5:13 - loss: 729.5906 - logits_profile_predictions_loss: 718.4647 - logcount_predictions_loss: 0.5401 384/2441 [===>..........................] - ETA: 5:13 - loss: 729.5865 - logits_profile_predictions_loss: 718.4610 - logcount_predictions_loss: 0.5401 385/2441 [===>..........................] - ETA: 5:13 - loss: 729.5821 - logits_profile_predictions_loss: 718.4571 - logcount_predictions_loss: 0.5400 386/2441 [===>..........................] - ETA: 5:13 - loss: 729.5776 - logits_profile_predictions_loss: 718.4529 - logcount_predictions_loss: 0.5400 387/2441 [===>..........................] - ETA: 5:12 - loss: 729.5721 - logits_profile_predictions_loss: 718.4478 - logcount_predictions_loss: 0.5400 388/2441 [===>..........................] - ETA: 5:12 - loss: 729.5661 - logits_profile_predictions_loss: 718.4422 - logcount_predictions_loss: 0.5400 389/2441 [===>..........................] - ETA: 5:12 - loss: 729.5606 - logits_profile_predictions_loss: 718.4372 - logcount_predictions_loss: 0.5400 390/2441 [===>..........................] - ETA: 5:12 - loss: 729.5554 - logits_profile_predictions_loss: 718.4324 - logcount_predictions_loss: 0.5399 391/2441 [===>..........................] - ETA: 5:12 - loss: 729.5506 - logits_profile_predictions_loss: 718.4281 - logcount_predictions_loss: 0.5399 392/2441 [===>..........................] - ETA: 5:12 - loss: 729.5467 - logits_profile_predictions_loss: 718.4246 - logcount_predictions_loss: 0.5399 393/2441 [===>..........................] - ETA: 5:12 - loss: 729.5425 - logits_profile_predictions_loss: 718.4210 - logcount_predictions_loss: 0.5399 394/2441 [===>..........................] - ETA: 5:11 - loss: 729.5393 - logits_profile_predictions_loss: 718.4182 - logcount_predictions_loss: 0.5399 395/2441 [===>..........................] - ETA: 5:11 - loss: 729.5361 - logits_profile_predictions_loss: 718.4155 - logcount_predictions_loss: 0.5398 396/2441 [===>..........................] - ETA: 5:11 - loss: 729.5330 - logits_profile_predictions_loss: 718.4128 - logcount_predictions_loss: 0.5398 397/2441 [===>..........................] - ETA: 5:11 - loss: 729.5290 - logits_profile_predictions_loss: 718.4092 - logcount_predictions_loss: 0.5398 398/2441 [===>..........................] - ETA: 5:11 - loss: 729.5244 - logits_profile_predictions_loss: 718.4051 - logcount_predictions_loss: 0.5398 399/2441 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logits_profile_predictions_loss: 718.3763 - logcount_predictions_loss: 0.5396 406/2441 [===>..........................] - ETA: 5:10 - loss: 729.4879 - logits_profile_predictions_loss: 718.3724 - logcount_predictions_loss: 0.5396 407/2441 [====>.........................] - ETA: 5:09 - loss: 729.4843 - logits_profile_predictions_loss: 718.3692 - logcount_predictions_loss: 0.5396 408/2441 [====>.........................] - ETA: 5:09 - loss: 729.4811 - logits_profile_predictions_loss: 718.3664 - logcount_predictions_loss: 0.5395 409/2441 [====>.........................] - ETA: 5:09 - loss: 729.4779 - logits_profile_predictions_loss: 718.3637 - logcount_predictions_loss: 0.5395 410/2441 [====>.........................] - ETA: 5:09 - loss: 729.4742 - logits_profile_predictions_loss: 718.3603 - logcount_predictions_loss: 0.5395 411/2441 [====>.........................] - ETA: 5:09 - loss: 729.4697 - logits_profile_predictions_loss: 718.3563 - logcount_predictions_loss: 0.5395 412/2441 [====>.........................] - ETA: 5:09 - loss: 729.4647 - logits_profile_predictions_loss: 718.3516 - logcount_predictions_loss: 0.5395 413/2441 [====>.........................] - ETA: 5:09 - loss: 729.4592 - logits_profile_predictions_loss: 718.3465 - logcount_predictions_loss: 0.5394 414/2441 [====>.........................] - ETA: 5:08 - loss: 729.4540 - logits_profile_predictions_loss: 718.3417 - logcount_predictions_loss: 0.5394 415/2441 [====>.........................] - ETA: 5:08 - loss: 729.4490 - logits_profile_predictions_loss: 718.3370 - logcount_predictions_loss: 0.5394 416/2441 [====>.........................] - ETA: 5:08 - loss: 729.4440 - logits_profile_predictions_loss: 718.3324 - logcount_predictions_loss: 0.5394 417/2441 [====>.........................] - ETA: 5:08 - loss: 729.4395 - logits_profile_predictions_loss: 718.3283 - logcount_predictions_loss: 0.5394 418/2441 [====>.........................] - ETA: 5:08 - loss: 729.4348 - 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[====>.........................] - ETA: 5:07 - loss: 729.4049 - logits_profile_predictions_loss: 718.2967 - logcount_predictions_loss: 0.5392 426/2441 [====>.........................] - ETA: 5:07 - loss: 729.4015 - logits_profile_predictions_loss: 718.2937 - logcount_predictions_loss: 0.5392 427/2441 [====>.........................] - ETA: 5:06 - loss: 729.3982 - logits_profile_predictions_loss: 718.2908 - logcount_predictions_loss: 0.5392 428/2441 [====>.........................] - ETA: 5:06 - loss: 729.3947 - logits_profile_predictions_loss: 718.2876 - logcount_predictions_loss: 0.5392 429/2441 [====>.........................] - ETA: 5:06 - loss: 729.3909 - logits_profile_predictions_loss: 718.2842 - logcount_predictions_loss: 0.5392 430/2441 [====>.........................] - ETA: 5:06 - loss: 729.3873 - logits_profile_predictions_loss: 718.2808 - logcount_predictions_loss: 0.5391 431/2441 [====>.........................] - ETA: 5:06 - loss: 729.3838 - 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[====>.........................] - ETA: 5:05 - loss: 729.3528 - logits_profile_predictions_loss: 718.2481 - logcount_predictions_loss: 0.5391 439/2441 [====>.........................] - ETA: 5:05 - loss: 729.3489 - logits_profile_predictions_loss: 718.2444 - logcount_predictions_loss: 0.5390 440/2441 [====>.........................] - ETA: 5:04 - loss: 729.3449 - logits_profile_predictions_loss: 718.2406 - logcount_predictions_loss: 0.5390 441/2441 [====>.........................] - ETA: 5:04 - loss: 729.3413 - logits_profile_predictions_loss: 718.2372 - logcount_predictions_loss: 0.5390 442/2441 [====>.........................] - ETA: 5:04 - loss: 729.3377 - logits_profile_predictions_loss: 718.2337 - logcount_predictions_loss: 0.5390 443/2441 [====>.........................] - ETA: 5:04 - loss: 729.3347 - logits_profile_predictions_loss: 718.2309 - logcount_predictions_loss: 0.5390 444/2441 [====>.........................] - ETA: 5:04 - loss: 729.3315 - 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loss: 727.7024 - logits_profile_predictions_loss: 716.5354 - logcount_predictions_loss: 0.5421 2422/2441 [============================>.] - ETA: 2s - loss: 727.7027 - logits_profile_predictions_loss: 716.5356 - logcount_predictions_loss: 0.5421 2423/2441 [============================>.] - ETA: 2s - loss: 727.7030 - logits_profile_predictions_loss: 716.5359 - logcount_predictions_loss: 0.5421 2424/2441 [============================>.] - ETA: 2s - loss: 727.7033 - logits_profile_predictions_loss: 716.5362 - logcount_predictions_loss: 0.5421 2425/2441 [============================>.] - ETA: 2s - loss: 727.7036 - logits_profile_predictions_loss: 716.5365 - logcount_predictions_loss: 0.5421 2426/2441 [============================>.] - ETA: 2s - loss: 727.7039 - logits_profile_predictions_loss: 716.5368 - logcount_predictions_loss: 0.5421 2427/2441 [============================>.] - ETA: 2s - loss: 727.7042 - logits_profile_predictions_loss: 716.5371 - logcount_predictions_loss: 0.5421 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logits_profile_predictions_loss: 716.5388 - logcount_predictions_loss: 0.5421 2435/2441 [============================>.] - ETA: 0s - loss: 727.7062 - logits_profile_predictions_loss: 716.5391 - logcount_predictions_loss: 0.5421 2436/2441 [============================>.] - ETA: 0s - loss: 727.7065 - logits_profile_predictions_loss: 716.5393 - logcount_predictions_loss: 0.5421 2437/2441 [============================>.] - ETA: 0s - loss: 727.7068 - logits_profile_predictions_loss: 716.5396 - logcount_predictions_loss: 0.5421 2438/2441 [============================>.] - ETA: 0s - loss: 727.7070 - logits_profile_predictions_loss: 716.5399 - logcount_predictions_loss: 0.5421 2439/2441 [============================>.] - ETA: 0s - loss: 727.7073 - logits_profile_predictions_loss: 716.5401 - logcount_predictions_loss: 0.5421 2440/2441 [============================>.] - ETA: 0s - loss: 727.7076 - logits_profile_predictions_loss: 716.5404 - logcount_predictions_loss: 0.5421 2441/2441 [==============================] - ETA: 0s - loss: 727.7079 - logits_profile_predictions_loss: 716.5407 - logcount_predictions_loss: 0.5421 2441/2441 [==============================] - 389s 159ms/step - loss: 727.7082 - logits_profile_predictions_loss: 716.5410 - logcount_predictions_loss: 0.5421 - val_loss: 757.4566 - val_logits_profile_predictions_loss: 745.7556 - val_logcount_predictions_loss: 0.5680 Epoch 00012: val_loss did not improve from 749.20398 Epoch 13/50 1/2441 [..............................] - ETA: 7:33 - loss: 777.7504 - logits_profile_predictions_loss: 769.1075 - logcount_predictions_loss: 0.4196 2/2441 [..............................] - ETA: 6:18 - loss: 753.4595 - logits_profile_predictions_loss: 744.0516 - logcount_predictions_loss: 0.4567 3/2441 [..............................] - ETA: 6:14 - loss: 732.0071 - logits_profile_predictions_loss: 721.9501 - logcount_predictions_loss: 0.4882 4/2441 [..............................] - ETA: 6:13 - loss: 728.3827 - logits_profile_predictions_loss: 717.9329 - logcount_predictions_loss: 0.5073 5/2441 [..............................] - ETA: 6:12 - loss: 730.7651 - logits_profile_predictions_loss: 720.1822 - logcount_predictions_loss: 0.5137 6/2441 [..............................] - ETA: 6:11 - loss: 734.8621 - logits_profile_predictions_loss: 724.1626 - logcount_predictions_loss: 0.5194 7/2441 [..............................] - ETA: 6:11 - loss: 735.1345 - logits_profile_predictions_loss: 724.3547 - logcount_predictions_loss: 0.5233 8/2441 [..............................] - ETA: 6:11 - loss: 735.0553 - logits_profile_predictions_loss: 724.2087 - logcount_predictions_loss: 0.5265 9/2441 [..............................] - ETA: 6:10 - loss: 736.9690 - logits_profile_predictions_loss: 726.0428 - logcount_predictions_loss: 0.5304 10/2441 [..............................] - ETA: 6:10 - loss: 738.1502 - logits_profile_predictions_loss: 727.1750 - logcount_predictions_loss: 0.5328 11/2441 [..............................] - ETA: 6:10 - loss: 737.9219 - logits_profile_predictions_loss: 726.8858 - logcount_predictions_loss: 0.5357 12/2441 [..............................] - ETA: 6:10 - loss: 737.8357 - logits_profile_predictions_loss: 726.7790 - logcount_predictions_loss: 0.5367 13/2441 [..............................] - ETA: 6:09 - loss: 737.8002 - logits_profile_predictions_loss: 726.7215 - logcount_predictions_loss: 0.5378 14/2441 [..............................] - ETA: 6:09 - loss: 738.5762 - logits_profile_predictions_loss: 727.4813 - logcount_predictions_loss: 0.5386 15/2441 [..............................] - ETA: 6:09 - loss: 739.2241 - logits_profile_predictions_loss: 728.1171 - logcount_predictions_loss: 0.5392 16/2441 [..............................] - ETA: 6:09 - loss: 739.5317 - logits_profile_predictions_loss: 728.4095 - logcount_predictions_loss: 0.5399 17/2441 [..............................] - ETA: 6:09 - loss: 739.4469 - logits_profile_predictions_loss: 728.3031 - logcount_predictions_loss: 0.5410 18/2441 [..............................] - ETA: 6:08 - loss: 739.1783 - logits_profile_predictions_loss: 728.0220 - logcount_predictions_loss: 0.5416 19/2441 [..............................] - ETA: 6:08 - loss: 738.9983 - logits_profile_predictions_loss: 727.8299 - logcount_predictions_loss: 0.5422 20/2441 [..............................] - ETA: 6:08 - loss: 738.5658 - logits_profile_predictions_loss: 727.3787 - logcount_predictions_loss: 0.5431 21/2441 [..............................] - ETA: 6:08 - loss: 737.9680 - logits_profile_predictions_loss: 726.7653 - logcount_predictions_loss: 0.5438 22/2441 [..............................] - ETA: 6:08 - loss: 737.5357 - logits_profile_predictions_loss: 726.3254 - logcount_predictions_loss: 0.5442 23/2441 [..............................] - ETA: 6:07 - loss: 737.1644 - logits_profile_predictions_loss: 725.9508 - logcount_predictions_loss: 0.5444 24/2441 [..............................] - ETA: 6:07 - loss: 736.9241 - logits_profile_predictions_loss: 725.7037 - logcount_predictions_loss: 0.5447 25/2441 [..............................] - ETA: 6:07 - loss: 736.6647 - logits_profile_predictions_loss: 725.4413 - logcount_predictions_loss: 0.5448 26/2441 [..............................] - ETA: 6:07 - loss: 736.5460 - logits_profile_predictions_loss: 725.3257 - logcount_predictions_loss: 0.5447 27/2441 [..............................] - ETA: 6:07 - loss: 736.3414 - logits_profile_predictions_loss: 725.1252 - logcount_predictions_loss: 0.5445 28/2441 [..............................] - ETA: 6:07 - loss: 736.1482 - logits_profile_predictions_loss: 724.9334 - logcount_predictions_loss: 0.5444 29/2441 [..............................] - ETA: 6:06 - loss: 735.7855 - logits_profile_predictions_loss: 724.5686 - logcount_predictions_loss: 0.5445 30/2441 [..............................] - ETA: 6:06 - loss: 735.4037 - logits_profile_predictions_loss: 724.1859 - logcount_predictions_loss: 0.5446 31/2441 [..............................] - ETA: 6:06 - loss: 734.9906 - logits_profile_predictions_loss: 723.7716 - logcount_predictions_loss: 0.5446 32/2441 [..............................] - ETA: 6:06 - loss: 734.6246 - logits_profile_predictions_loss: 723.4026 - logcount_predictions_loss: 0.5448 33/2441 [..............................] - ETA: 6:06 - loss: 734.2547 - logits_profile_predictions_loss: 723.0297 - logcount_predictions_loss: 0.5449 34/2441 [..............................] - ETA: 6:06 - loss: 733.8521 - logits_profile_predictions_loss: 722.6244 - logcount_predictions_loss: 0.5450 35/2441 [..............................] - ETA: 6:05 - loss: 733.6437 - logits_profile_predictions_loss: 722.4088 - logcount_predictions_loss: 0.5454 36/2441 [..............................] - ETA: 6:05 - loss: 733.3802 - logits_profile_predictions_loss: 722.1407 - logcount_predictions_loss: 0.5456 37/2441 [..............................] - ETA: 6:05 - loss: 733.1040 - logits_profile_predictions_loss: 721.8572 - logcount_predictions_loss: 0.5460 38/2441 [..............................] - ETA: 6:05 - loss: 732.8813 - logits_profile_predictions_loss: 721.6265 - logcount_predictions_loss: 0.5464 39/2441 [..............................] - ETA: 6:05 - loss: 732.6971 - logits_profile_predictions_loss: 721.4338 - logcount_predictions_loss: 0.5468 40/2441 [..............................] - ETA: 6:05 - loss: 732.5059 - logits_profile_predictions_loss: 721.2330 - logcount_predictions_loss: 0.5472 41/2441 [..............................] - ETA: 6:04 - loss: 732.3220 - logits_profile_predictions_loss: 721.0413 - logcount_predictions_loss: 0.5476 42/2441 [..............................] - ETA: 6:04 - loss: 732.1008 - logits_profile_predictions_loss: 720.8125 - logcount_predictions_loss: 0.5480 43/2441 [..............................] - ETA: 6:04 - loss: 731.9255 - logits_profile_predictions_loss: 720.6305 - logcount_predictions_loss: 0.5483 44/2441 [..............................] - ETA: 6:04 - loss: 731.8012 - logits_profile_predictions_loss: 720.4995 - logcount_predictions_loss: 0.5486 45/2441 [..............................] - ETA: 6:04 - loss: 731.7202 - logits_profile_predictions_loss: 720.4120 - logcount_predictions_loss: 0.5489 46/2441 [..............................] - ETA: 6:04 - loss: 731.6157 - logits_profile_predictions_loss: 720.3018 - logcount_predictions_loss: 0.5492 47/2441 [..............................] - ETA: 6:04 - loss: 731.4640 - logits_profile_predictions_loss: 720.1406 - logcount_predictions_loss: 0.5497 48/2441 [..............................] - ETA: 6:03 - loss: 731.2877 - logits_profile_predictions_loss: 719.9546 - logcount_predictions_loss: 0.5502 49/2441 [..............................] - ETA: 6:03 - loss: 731.1251 - logits_profile_predictions_loss: 719.7840 - logcount_predictions_loss: 0.5505 50/2441 [..............................] - ETA: 6:03 - loss: 730.9946 - logits_profile_predictions_loss: 719.6454 - logcount_predictions_loss: 0.5509 51/2441 [..............................] - ETA: 6:03 - loss: 730.8470 - logits_profile_predictions_loss: 719.4901 - logcount_predictions_loss: 0.5513 52/2441 [..............................] - ETA: 6:03 - loss: 730.6823 - logits_profile_predictions_loss: 719.3181 - logcount_predictions_loss: 0.5517 53/2441 [..............................] - ETA: 6:03 - loss: 730.5330 - logits_profile_predictions_loss: 719.1616 - logcount_predictions_loss: 0.5520 54/2441 [..............................] - ETA: 6:02 - loss: 730.3766 - logits_profile_predictions_loss: 718.9981 - logcount_predictions_loss: 0.5524 55/2441 [..............................] - ETA: 6:02 - loss: 730.1705 - logits_profile_predictions_loss: 718.7856 - logcount_predictions_loss: 0.5527 56/2441 [..............................] - ETA: 6:02 - loss: 729.9674 - logits_profile_predictions_loss: 718.5762 - logcount_predictions_loss: 0.5530 57/2441 [..............................] - ETA: 6:02 - loss: 729.7457 - logits_profile_predictions_loss: 718.3465 - logcount_predictions_loss: 0.5534 58/2441 [..............................] - ETA: 6:02 - loss: 729.5461 - logits_profile_predictions_loss: 718.1403 - logcount_predictions_loss: 0.5537 59/2441 [..............................] - ETA: 6:02 - loss: 729.3688 - logits_profile_predictions_loss: 717.9569 - logcount_predictions_loss: 0.5540 60/2441 [..............................] - ETA: 6:02 - loss: 729.1801 - logits_profile_predictions_loss: 717.7628 - logcount_predictions_loss: 0.5542 61/2441 [..............................] - ETA: 6:01 - loss: 729.0164 - logits_profile_predictions_loss: 717.5939 - logcount_predictions_loss: 0.5545 62/2441 [..............................] - ETA: 6:01 - loss: 728.8605 - logits_profile_predictions_loss: 717.4335 - logcount_predictions_loss: 0.5547 63/2441 [..............................] - ETA: 6:01 - loss: 728.6871 - logits_profile_predictions_loss: 717.2565 - logcount_predictions_loss: 0.5549 64/2441 [..............................] - ETA: 6:01 - loss: 728.5432 - logits_profile_predictions_loss: 717.1078 - logcount_predictions_loss: 0.5551 65/2441 [..............................] - ETA: 6:01 - loss: 728.4199 - logits_profile_predictions_loss: 716.9798 - logcount_predictions_loss: 0.5553 66/2441 [..............................] - ETA: 6:01 - loss: 728.3125 - logits_profile_predictions_loss: 716.8683 - logcount_predictions_loss: 0.5555 67/2441 [..............................] - ETA: 6:00 - loss: 728.1889 - logits_profile_predictions_loss: 716.7411 - logcount_predictions_loss: 0.5557 68/2441 [..............................] - ETA: 6:00 - loss: 728.0665 - logits_profile_predictions_loss: 716.6155 - logcount_predictions_loss: 0.5559 69/2441 [..............................] - ETA: 6:00 - loss: 727.9533 - logits_profile_predictions_loss: 716.4994 - logcount_predictions_loss: 0.5560 70/2441 [..............................] - ETA: 6:00 - loss: 727.8272 - logits_profile_predictions_loss: 716.3706 - logcount_predictions_loss: 0.5562 71/2441 [..............................] - ETA: 6:00 - loss: 727.6951 - logits_profile_predictions_loss: 716.2364 - logcount_predictions_loss: 0.5563 72/2441 [..............................] - ETA: 6:00 - loss: 727.5581 - logits_profile_predictions_loss: 716.0976 - logcount_predictions_loss: 0.5563 73/2441 [..............................] - ETA: 6:00 - loss: 727.4139 - logits_profile_predictions_loss: 715.9519 - logcount_predictions_loss: 0.5564 74/2441 [..............................] - ETA: 5:59 - loss: 727.2488 - logits_profile_predictions_loss: 715.7857 - logcount_predictions_loss: 0.5565 75/2441 [..............................] - ETA: 5:59 - loss: 727.0752 - logits_profile_predictions_loss: 715.6103 - logcount_predictions_loss: 0.5566 76/2441 [..............................] - ETA: 5:59 - loss: 726.9374 - logits_profile_predictions_loss: 715.4711 - logcount_predictions_loss: 0.5566 77/2441 [..............................] - ETA: 5:59 - loss: 726.7993 - logits_profile_predictions_loss: 715.3320 - logcount_predictions_loss: 0.5567 78/2441 [..............................] - ETA: 5:59 - loss: 726.6572 - logits_profile_predictions_loss: 715.1896 - logcount_predictions_loss: 0.5567 79/2441 [..............................] - ETA: 5:59 - loss: 726.5369 - logits_profile_predictions_loss: 715.0690 - logcount_predictions_loss: 0.5567 80/2441 [..............................] - ETA: 5:58 - loss: 726.4432 - logits_profile_predictions_loss: 714.9746 - logcount_predictions_loss: 0.5567 81/2441 [..............................] - ETA: 5:58 - loss: 726.3419 - logits_profile_predictions_loss: 714.8731 - logcount_predictions_loss: 0.5567 82/2441 [>.............................] - ETA: 5:58 - loss: 726.2256 - logits_profile_predictions_loss: 714.7566 - logcount_predictions_loss: 0.5567 83/2441 [>.............................] - ETA: 5:58 - loss: 726.1203 - logits_profile_predictions_loss: 714.6516 - logcount_predictions_loss: 0.5567 84/2441 [>.............................] - ETA: 5:58 - loss: 726.0140 - logits_profile_predictions_loss: 714.5456 - logcount_predictions_loss: 0.5567 85/2441 [>.............................] - ETA: 5:58 - loss: 725.9140 - logits_profile_predictions_loss: 714.4458 - logcount_predictions_loss: 0.5567 86/2441 [>.............................] - ETA: 5:58 - loss: 725.8170 - logits_profile_predictions_loss: 714.3489 - logcount_predictions_loss: 0.5567 87/2441 [>.............................] - ETA: 5:57 - loss: 725.7318 - logits_profile_predictions_loss: 714.2631 - logcount_predictions_loss: 0.5567 88/2441 [>.............................] - ETA: 5:57 - loss: 725.6593 - logits_profile_predictions_loss: 714.1908 - logcount_predictions_loss: 0.5567 89/2441 [>.............................] - ETA: 5:57 - loss: 725.5910 - logits_profile_predictions_loss: 714.1231 - logcount_predictions_loss: 0.5567 90/2441 [>.............................] - ETA: 5:57 - 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[===>..........................] - ETA: 5:13 - loss: 721.1201 - logits_profile_predictions_loss: 710.0318 - logcount_predictions_loss: 0.5383 384/2441 [===>..........................] - ETA: 5:12 - loss: 721.1167 - logits_profile_predictions_loss: 710.0292 - logcount_predictions_loss: 0.5382 385/2441 [===>..........................] - ETA: 5:12 - loss: 721.1134 - logits_profile_predictions_loss: 710.0267 - logcount_predictions_loss: 0.5382 386/2441 [===>..........................] - ETA: 5:12 - loss: 721.1099 - logits_profile_predictions_loss: 710.0238 - logcount_predictions_loss: 0.5382 387/2441 [===>..........................] - ETA: 5:12 - loss: 721.1063 - logits_profile_predictions_loss: 710.0210 - logcount_predictions_loss: 0.5381 388/2441 [===>..........................] - ETA: 5:12 - loss: 721.1031 - logits_profile_predictions_loss: 710.0185 - logcount_predictions_loss: 0.5381 389/2441 [===>..........................] - ETA: 5:12 - loss: 721.1003 - logits_profile_predictions_loss: 710.0164 - logcount_predictions_loss: 0.5381 390/2441 [===>..........................] - ETA: 5:11 - loss: 721.0985 - logits_profile_predictions_loss: 710.0153 - logcount_predictions_loss: 0.5380 391/2441 [===>..........................] - ETA: 5:11 - loss: 721.0966 - logits_profile_predictions_loss: 710.0142 - logcount_predictions_loss: 0.5380 392/2441 [===>..........................] - ETA: 5:11 - loss: 721.0945 - logits_profile_predictions_loss: 710.0128 - logcount_predictions_loss: 0.5380 393/2441 [===>..........................] - ETA: 5:11 - loss: 721.0924 - logits_profile_predictions_loss: 710.0115 - logcount_predictions_loss: 0.5379 394/2441 [===>..........................] - ETA: 5:11 - loss: 721.0907 - logits_profile_predictions_loss: 710.0106 - logcount_predictions_loss: 0.5379 395/2441 [===>..........................] - ETA: 5:11 - loss: 721.0885 - logits_profile_predictions_loss: 710.0090 - logcount_predictions_loss: 0.5378 396/2441 [===>..........................] - ETA: 5:11 - loss: 721.0862 - logits_profile_predictions_loss: 710.0074 - logcount_predictions_loss: 0.5378 397/2441 [===>..........................] - ETA: 5:10 - loss: 721.0839 - logits_profile_predictions_loss: 710.0058 - logcount_predictions_loss: 0.5378 398/2441 [===>..........................] - ETA: 5:10 - loss: 721.0817 - logits_profile_predictions_loss: 710.0042 - logcount_predictions_loss: 0.5377 399/2441 [===>..........................] - ETA: 5:10 - loss: 721.0804 - logits_profile_predictions_loss: 710.0035 - logcount_predictions_loss: 0.5377 400/2441 [===>..........................] - ETA: 5:10 - loss: 721.0791 - logits_profile_predictions_loss: 710.0028 - logcount_predictions_loss: 0.5377 401/2441 [===>..........................] - ETA: 5:10 - loss: 721.0769 - logits_profile_predictions_loss: 710.0011 - logcount_predictions_loss: 0.5377 402/2441 [===>..........................] - ETA: 5:10 - loss: 721.0745 - logits_profile_predictions_loss: 709.9994 - logcount_predictions_loss: 0.5376 403/2441 [===>..........................] - ETA: 5:10 - loss: 721.0721 - logits_profile_predictions_loss: 709.9975 - logcount_predictions_loss: 0.5376 404/2441 [===>..........................] - ETA: 5:09 - loss: 721.0692 - logits_profile_predictions_loss: 709.9952 - logcount_predictions_loss: 0.5376 405/2441 [===>..........................] - ETA: 5:09 - loss: 721.0658 - logits_profile_predictions_loss: 709.9924 - logcount_predictions_loss: 0.5375 406/2441 [===>..........................] - ETA: 5:09 - loss: 721.0633 - logits_profile_predictions_loss: 709.9904 - logcount_predictions_loss: 0.5375 407/2441 [====>.........................] - ETA: 5:09 - loss: 721.0600 - logits_profile_predictions_loss: 709.9877 - logcount_predictions_loss: 0.5375 408/2441 [====>.........................] - ETA: 5:09 - loss: 721.0571 - logits_profile_predictions_loss: 709.9853 - logcount_predictions_loss: 0.5375 409/2441 [====>.........................] - ETA: 5:09 - loss: 721.0542 - logits_profile_predictions_loss: 709.9830 - logcount_predictions_loss: 0.5374 410/2441 [====>.........................] - ETA: 5:08 - loss: 721.0515 - logits_profile_predictions_loss: 709.9808 - logcount_predictions_loss: 0.5374 411/2441 [====>.........................] - ETA: 5:08 - loss: 721.0494 - logits_profile_predictions_loss: 709.9793 - logcount_predictions_loss: 0.5374 412/2441 [====>.........................] - ETA: 5:08 - loss: 721.0479 - logits_profile_predictions_loss: 709.9782 - logcount_predictions_loss: 0.5374 413/2441 [====>.........................] - ETA: 5:08 - loss: 721.0464 - logits_profile_predictions_loss: 709.9773 - logcount_predictions_loss: 0.5373 414/2441 [====>.........................] - ETA: 5:08 - loss: 721.0453 - logits_profile_predictions_loss: 709.9767 - logcount_predictions_loss: 0.5373 415/2441 [====>.........................] - ETA: 5:08 - loss: 721.0438 - logits_profile_predictions_loss: 709.9759 - logcount_predictions_loss: 0.5373 416/2441 [====>.........................] - ETA: 5:08 - loss: 721.0421 - logits_profile_predictions_loss: 709.9748 - logcount_predictions_loss: 0.5373 417/2441 [====>.........................] - ETA: 5:07 - loss: 721.0410 - logits_profile_predictions_loss: 709.9743 - logcount_predictions_loss: 0.5372 418/2441 [====>.........................] - ETA: 5:07 - loss: 721.0400 - logits_profile_predictions_loss: 709.9738 - logcount_predictions_loss: 0.5372 419/2441 [====>.........................] - ETA: 5:07 - loss: 721.0382 - logits_profile_predictions_loss: 709.9725 - logcount_predictions_loss: 0.5372 420/2441 [====>.........................] - ETA: 5:07 - loss: 721.0361 - logits_profile_predictions_loss: 709.9711 - logcount_predictions_loss: 0.5371 421/2441 [====>.........................] - ETA: 5:07 - loss: 721.0337 - logits_profile_predictions_loss: 709.9693 - logcount_predictions_loss: 0.5371 422/2441 [====>.........................] - ETA: 5:07 - loss: 721.0308 - logits_profile_predictions_loss: 709.9669 - logcount_predictions_loss: 0.5371 423/2441 [====>.........................] - ETA: 5:06 - loss: 721.0274 - logits_profile_predictions_loss: 709.9641 - logcount_predictions_loss: 0.5371 424/2441 [====>.........................] - ETA: 5:06 - loss: 721.0239 - logits_profile_predictions_loss: 709.9612 - logcount_predictions_loss: 0.5370 425/2441 [====>.........................] - ETA: 5:06 - loss: 721.0214 - logits_profile_predictions_loss: 709.9592 - logcount_predictions_loss: 0.5370 426/2441 [====>.........................] - ETA: 5:06 - loss: 721.0190 - logits_profile_predictions_loss: 709.9574 - logcount_predictions_loss: 0.5370 427/2441 [====>.........................] - ETA: 5:06 - loss: 721.0163 - logits_profile_predictions_loss: 709.9552 - logcount_predictions_loss: 0.5369 428/2441 [====>.........................] - ETA: 5:06 - loss: 721.0141 - 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[====>.........................] - ETA: 5:05 - loss: 720.9864 - logits_profile_predictions_loss: 709.9297 - logcount_predictions_loss: 0.5367 436/2441 [====>.........................] - ETA: 5:04 - loss: 720.9815 - logits_profile_predictions_loss: 709.9253 - logcount_predictions_loss: 0.5367 437/2441 [====>.........................] - ETA: 5:04 - loss: 720.9758 - logits_profile_predictions_loss: 709.9202 - logcount_predictions_loss: 0.5367 438/2441 [====>.........................] - ETA: 5:04 - loss: 720.9700 - logits_profile_predictions_loss: 709.9149 - logcount_predictions_loss: 0.5367 439/2441 [====>.........................] - ETA: 5:04 - loss: 720.9645 - logits_profile_predictions_loss: 709.9100 - logcount_predictions_loss: 0.5366 440/2441 [====>.........................] - ETA: 5:04 - loss: 720.9589 - logits_profile_predictions_loss: 709.9049 - logcount_predictions_loss: 0.5366 441/2441 [====>.........................] - ETA: 5:04 - loss: 720.9534 - logits_profile_predictions_loss: 709.8999 - logcount_predictions_loss: 0.5366 442/2441 [====>.........................] - ETA: 5:04 - loss: 720.9486 - logits_profile_predictions_loss: 709.8957 - logcount_predictions_loss: 0.5366 443/2441 [====>.........................] - ETA: 5:03 - loss: 720.9442 - logits_profile_predictions_loss: 709.8918 - logcount_predictions_loss: 0.5365 444/2441 [====>.........................] - ETA: 5:03 - loss: 720.9396 - logits_profile_predictions_loss: 709.8877 - logcount_predictions_loss: 0.5365 445/2441 [====>.........................] - ETA: 5:03 - loss: 720.9347 - logits_profile_predictions_loss: 709.8833 - logcount_predictions_loss: 0.5365 446/2441 [====>.........................] - ETA: 5:03 - loss: 720.9298 - logits_profile_predictions_loss: 709.8789 - logcount_predictions_loss: 0.5365 447/2441 [====>.........................] - ETA: 5:03 - loss: 720.9255 - logits_profile_predictions_loss: 709.8750 - logcount_predictions_loss: 0.5364 448/2441 [====>.........................] - ETA: 5:03 - loss: 720.9202 - logits_profile_predictions_loss: 709.8703 - logcount_predictions_loss: 0.5364 449/2441 [====>.........................] - ETA: 5:03 - loss: 720.9152 - logits_profile_predictions_loss: 709.8658 - logcount_predictions_loss: 0.5364 450/2441 [====>.........................] - ETA: 5:02 - loss: 720.9104 - logits_profile_predictions_loss: 709.8614 - logcount_predictions_loss: 0.5364 451/2441 [====>.........................] - ETA: 5:02 - loss: 720.9057 - logits_profile_predictions_loss: 709.8572 - logcount_predictions_loss: 0.5363 452/2441 [====>.........................] - ETA: 5:02 - loss: 720.9012 - logits_profile_predictions_loss: 709.8531 - logcount_predictions_loss: 0.5363 453/2441 [====>.........................] - ETA: 5:02 - loss: 720.8967 - logits_profile_predictions_loss: 709.8491 - logcount_predictions_loss: 0.5363 454/2441 [====>.........................] - ETA: 5:02 - loss: 720.8921 - logits_profile_predictions_loss: 709.8451 - logcount_predictions_loss: 0.5363 455/2441 [====>.........................] - ETA: 5:02 - loss: 720.8883 - logits_profile_predictions_loss: 709.8417 - logcount_predictions_loss: 0.5362 456/2441 [====>.........................] - ETA: 5:01 - loss: 720.8841 - logits_profile_predictions_loss: 709.8380 - logcount_predictions_loss: 0.5362 457/2441 [====>.........................] - ETA: 5:01 - loss: 720.8793 - logits_profile_predictions_loss: 709.8336 - logcount_predictions_loss: 0.5362 458/2441 [====>.........................] - ETA: 5:01 - loss: 720.8745 - logits_profile_predictions_loss: 709.8294 - logcount_predictions_loss: 0.5362 459/2441 [====>.........................] - ETA: 5:01 - loss: 720.8701 - logits_profile_predictions_loss: 709.8255 - logcount_predictions_loss: 0.5362 460/2441 [====>.........................] - ETA: 5:01 - loss: 720.8661 - logits_profile_predictions_loss: 709.8219 - logcount_predictions_loss: 0.5361 461/2441 [====>.........................] - ETA: 5:01 - loss: 720.8623 - logits_profile_predictions_loss: 709.8187 - logcount_predictions_loss: 0.5361 462/2441 [====>.........................] - ETA: 5:01 - loss: 720.8589 - logits_profile_predictions_loss: 709.8158 - logcount_predictions_loss: 0.5361 463/2441 [====>.........................] - ETA: 5:00 - loss: 720.8559 - logits_profile_predictions_loss: 709.8133 - logcount_predictions_loss: 0.5361 464/2441 [====>.........................] - ETA: 5:00 - loss: 720.8525 - logits_profile_predictions_loss: 709.8104 - logcount_predictions_loss: 0.5360 465/2441 [====>.........................] - ETA: 5:00 - loss: 720.8494 - logits_profile_predictions_loss: 709.8078 - logcount_predictions_loss: 0.5360 466/2441 [====>.........................] - ETA: 5:00 - loss: 720.8469 - logits_profile_predictions_loss: 709.8058 - logcount_predictions_loss: 0.5360 467/2441 [====>.........................] - ETA: 5:00 - loss: 720.8438 - logits_profile_predictions_loss: 709.8033 - logcount_predictions_loss: 0.5360 468/2441 [====>.........................] - ETA: 5:00 - loss: 720.8409 - logits_profile_predictions_loss: 709.8008 - logcount_predictions_loss: 0.5359 469/2441 [====>.........................] - ETA: 4:59 - loss: 720.8377 - logits_profile_predictions_loss: 709.7982 - logcount_predictions_loss: 0.5359 470/2441 [====>.........................] - ETA: 4:59 - loss: 720.8345 - logits_profile_predictions_loss: 709.7955 - logcount_predictions_loss: 0.5359 471/2441 [====>.........................] - ETA: 4:59 - loss: 720.8312 - logits_profile_predictions_loss: 709.7927 - logcount_predictions_loss: 0.5359 472/2441 [====>.........................] - ETA: 4:59 - loss: 720.8272 - logits_profile_predictions_loss: 709.7892 - logcount_predictions_loss: 0.5358 473/2441 [====>.........................] - ETA: 4:59 - loss: 720.8238 - logits_profile_predictions_loss: 709.7864 - logcount_predictions_loss: 0.5358 474/2441 [====>.........................] - ETA: 4:59 - loss: 720.8205 - logits_profile_predictions_loss: 709.7836 - logcount_predictions_loss: 0.5358 475/2441 [====>.........................] - ETA: 4:59 - loss: 720.8177 - logits_profile_predictions_loss: 709.7813 - logcount_predictions_loss: 0.5358 476/2441 [====>.........................] - ETA: 4:58 - loss: 720.8157 - logits_profile_predictions_loss: 709.7798 - logcount_predictions_loss: 0.5357 477/2441 [====>.........................] - ETA: 4:58 - loss: 720.8141 - logits_profile_predictions_loss: 709.7787 - logcount_predictions_loss: 0.5357 478/2441 [====>.........................] - ETA: 4:58 - loss: 720.8123 - logits_profile_predictions_loss: 709.7775 - logcount_predictions_loss: 0.5357 479/2441 [====>.........................] - ETA: 4:58 - loss: 720.8102 - logits_profile_predictions_loss: 709.7759 - logcount_predictions_loss: 0.5357 480/2441 [====>.........................] - ETA: 4:58 - loss: 720.8091 - logits_profile_predictions_loss: 709.7753 - logcount_predictions_loss: 0.5356 481/2441 [====>.........................] - ETA: 4:58 - loss: 720.8081 - logits_profile_predictions_loss: 709.7748 - logcount_predictions_loss: 0.5356 482/2441 [====>.........................] - ETA: 4:58 - loss: 720.8067 - logits_profile_predictions_loss: 709.7738 - logcount_predictions_loss: 0.5356 483/2441 [====>.........................] - ETA: 4:57 - loss: 720.8058 - logits_profile_predictions_loss: 709.7734 - logcount_predictions_loss: 0.5356 484/2441 [====>.........................] - ETA: 4:57 - loss: 720.8043 - logits_profile_predictions_loss: 709.7724 - logcount_predictions_loss: 0.5355 485/2441 [====>.........................] - ETA: 4:57 - loss: 720.8021 - logits_profile_predictions_loss: 709.7705 - logcount_predictions_loss: 0.5355 486/2441 [====>.........................] - ETA: 4:57 - loss: 720.7997 - logits_profile_predictions_loss: 709.7685 - logcount_predictions_loss: 0.5355 487/2441 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[============================>.] - ETA: 5s - loss: 722.5653 - logits_profile_predictions_loss: 711.7320 - logcount_predictions_loss: 0.5259 2406/2441 [============================>.] - ETA: 5s - loss: 722.5660 - logits_profile_predictions_loss: 711.7327 - logcount_predictions_loss: 0.5259 2407/2441 [============================>.] - ETA: 5s - loss: 722.5666 - logits_profile_predictions_loss: 711.7334 - logcount_predictions_loss: 0.5259 2408/2441 [============================>.] - ETA: 5s - loss: 722.5673 - logits_profile_predictions_loss: 711.7341 - logcount_predictions_loss: 0.5259 2409/2441 [============================>.] - ETA: 4s - loss: 722.5680 - logits_profile_predictions_loss: 711.7347 - logcount_predictions_loss: 0.5259 2410/2441 [============================>.] - ETA: 4s - loss: 722.5686 - logits_profile_predictions_loss: 711.7354 - logcount_predictions_loss: 0.5259 2411/2441 [============================>.] - ETA: 4s - loss: 722.5692 - logits_profile_predictions_loss: 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loss: 722.5739 - logits_profile_predictions_loss: 711.7409 - logcount_predictions_loss: 0.5259 2419/2441 [============================>.] - ETA: 3s - loss: 722.5746 - logits_profile_predictions_loss: 711.7416 - logcount_predictions_loss: 0.5259 2420/2441 [============================>.] - ETA: 3s - loss: 722.5753 - logits_profile_predictions_loss: 711.7423 - logcount_predictions_loss: 0.5259 2421/2441 [============================>.] - ETA: 3s - loss: 722.5760 - logits_profile_predictions_loss: 711.7431 - logcount_predictions_loss: 0.5259 2422/2441 [============================>.] - ETA: 2s - loss: 722.5768 - logits_profile_predictions_loss: 711.7438 - logcount_predictions_loss: 0.5259 2423/2441 [============================>.] - ETA: 2s - loss: 722.5775 - logits_profile_predictions_loss: 711.7446 - logcount_predictions_loss: 0.5259 2424/2441 [============================>.] - ETA: 2s - loss: 722.5782 - logits_profile_predictions_loss: 711.7454 - logcount_predictions_loss: 0.5259 2425/2441 [============================>.] - ETA: 2s - loss: 722.5790 - logits_profile_predictions_loss: 711.7462 - logcount_predictions_loss: 0.5259 2426/2441 [============================>.] - ETA: 2s - loss: 722.5798 - logits_profile_predictions_loss: 711.7469 - logcount_predictions_loss: 0.5259 2427/2441 [============================>.] - ETA: 2s - loss: 722.5805 - logits_profile_predictions_loss: 711.7477 - logcount_predictions_loss: 0.5259 2428/2441 [============================>.] - ETA: 1s - loss: 722.5813 - logits_profile_predictions_loss: 711.7485 - logcount_predictions_loss: 0.5259 2429/2441 [============================>.] - ETA: 1s - loss: 722.5820 - logits_profile_predictions_loss: 711.7492 - logcount_predictions_loss: 0.5259 2430/2441 [============================>.] - ETA: 1s - loss: 722.5828 - logits_profile_predictions_loss: 711.7500 - logcount_predictions_loss: 0.5259 2431/2441 [============================>.] - ETA: 1s - loss: 722.5835 - logits_profile_predictions_loss: 711.7508 - logcount_predictions_loss: 0.5259 2432/2441 [============================>.] - ETA: 1s - loss: 722.5843 - logits_profile_predictions_loss: 711.7516 - logcount_predictions_loss: 0.5259 2433/2441 [============================>.] - ETA: 1s - loss: 722.5851 - logits_profile_predictions_loss: 711.7525 - logcount_predictions_loss: 0.5259 2434/2441 [============================>.] - ETA: 1s - loss: 722.5860 - logits_profile_predictions_loss: 711.7533 - logcount_predictions_loss: 0.5259 2435/2441 [============================>.] - ETA: 0s - loss: 722.5868 - logits_profile_predictions_loss: 711.7542 - logcount_predictions_loss: 0.5259 2436/2441 [============================>.] - ETA: 0s - loss: 722.5876 - logits_profile_predictions_loss: 711.7550 - logcount_predictions_loss: 0.5259 2437/2441 [============================>.] - ETA: 0s - loss: 722.5884 - logits_profile_predictions_loss: 711.7558 - logcount_predictions_loss: 0.5259 2438/2441 [============================>.] - ETA: 0s - loss: 722.5892 - logits_profile_predictions_loss: 711.7567 - logcount_predictions_loss: 0.5259 2439/2441 [============================>.] - ETA: 0s - loss: 722.5900 - logits_profile_predictions_loss: 711.7575 - logcount_predictions_loss: 0.5259 2440/2441 [============================>.] - ETA: 0s - loss: 722.5908 - logits_profile_predictions_loss: 711.7583 - logcount_predictions_loss: 0.5259 2441/2441 [==============================] - ETA: 0s - loss: 722.5917 - logits_profile_predictions_loss: 711.7592 - logcount_predictions_loss: 0.5259 2441/2441 [==============================] - 389s 159ms/step - loss: 722.5925 - logits_profile_predictions_loss: 711.7600 - logcount_predictions_loss: 0.5259 - val_loss: 757.9725 - val_logits_profile_predictions_loss: 746.2538 - val_logcount_predictions_loss: 0.5689 Epoch 00013: val_loss did not improve from 749.20398 Epoch 14/50 1/2441 [..............................] - ETA: 7:31 - loss: 700.5288 - logits_profile_predictions_loss: 691.9068 - logcount_predictions_loss: 0.4185 2/2441 [..............................] - ETA: 6:42 - loss: 726.8103 - logits_profile_predictions_loss: 717.3795 - logcount_predictions_loss: 0.4578 3/2441 [..............................] - ETA: 6:27 - loss: 727.9430 - logits_profile_predictions_loss: 718.3697 - logcount_predictions_loss: 0.4647 4/2441 [..............................] - ETA: 6:21 - loss: 728.4502 - logits_profile_predictions_loss: 718.7316 - logcount_predictions_loss: 0.4718 5/2441 [..............................] - ETA: 6:18 - loss: 727.4407 - logits_profile_predictions_loss: 717.6262 - logcount_predictions_loss: 0.4764 6/2441 [..............................] - ETA: 6:17 - loss: 725.2749 - logits_profile_predictions_loss: 715.3663 - logcount_predictions_loss: 0.4810 7/2441 [..............................] - ETA: 6:16 - loss: 723.7707 - logits_profile_predictions_loss: 713.8000 - logcount_predictions_loss: 0.4840 8/2441 [..............................] - ETA: 6:15 - loss: 721.8207 - logits_profile_predictions_loss: 711.8281 - logcount_predictions_loss: 0.4851 9/2441 [..............................] - ETA: 6:14 - loss: 719.7246 - logits_profile_predictions_loss: 709.6197 - logcount_predictions_loss: 0.4905 10/2441 [..............................] - ETA: 6:13 - loss: 719.4123 - logits_profile_predictions_loss: 709.2451 - logcount_predictions_loss: 0.4935 11/2441 [..............................] - ETA: 6:13 - loss: 719.4435 - logits_profile_predictions_loss: 709.2327 - logcount_predictions_loss: 0.4957 12/2441 [..............................] - ETA: 6:12 - loss: 720.0305 - logits_profile_predictions_loss: 709.7966 - logcount_predictions_loss: 0.4968 13/2441 [..............................] - ETA: 6:12 - loss: 720.8316 - logits_profile_predictions_loss: 710.5915 - logcount_predictions_loss: 0.4971 14/2441 [..............................] - ETA: 6:12 - loss: 721.3432 - logits_profile_predictions_loss: 711.1213 - logcount_predictions_loss: 0.4962 15/2441 [..............................] - ETA: 6:11 - loss: 722.1391 - logits_profile_predictions_loss: 711.9246 - logcount_predictions_loss: 0.4959 16/2441 [..............................] - ETA: 6:11 - loss: 722.8208 - logits_profile_predictions_loss: 712.6046 - logcount_predictions_loss: 0.4959 17/2441 [..............................] - ETA: 6:11 - loss: 723.7399 - logits_profile_predictions_loss: 713.5255 - logcount_predictions_loss: 0.4958 18/2441 [..............................] - ETA: 6:10 - loss: 724.1965 - logits_profile_predictions_loss: 713.9735 - logcount_predictions_loss: 0.4963 19/2441 [..............................] - ETA: 6:10 - loss: 724.7946 - logits_profile_predictions_loss: 714.5698 - logcount_predictions_loss: 0.4964 20/2441 [..............................] - ETA: 6:10 - loss: 725.1904 - logits_profile_predictions_loss: 714.9556 - logcount_predictions_loss: 0.4968 21/2441 [..............................] - ETA: 6:09 - loss: 725.6093 - logits_profile_predictions_loss: 715.3573 - logcount_predictions_loss: 0.4977 22/2441 [..............................] - ETA: 6:09 - loss: 726.0483 - logits_profile_predictions_loss: 715.7735 - logcount_predictions_loss: 0.4988 23/2441 [..............................] - ETA: 6:09 - loss: 726.9574 - logits_profile_predictions_loss: 716.6635 - logcount_predictions_loss: 0.4997 24/2441 [..............................] - ETA: 6:09 - loss: 727.7850 - logits_profile_predictions_loss: 717.4757 - logcount_predictions_loss: 0.5005 25/2441 [..............................] - ETA: 6:09 - loss: 728.4900 - logits_profile_predictions_loss: 718.1578 - logcount_predictions_loss: 0.5016 26/2441 [..............................] - ETA: 6:08 - loss: 729.2251 - logits_profile_predictions_loss: 718.8738 - logcount_predictions_loss: 0.5025 27/2441 [..............................] - ETA: 6:08 - loss: 729.7737 - logits_profile_predictions_loss: 719.4058 - logcount_predictions_loss: 0.5033 28/2441 [..............................] - ETA: 6:08 - loss: 730.2761 - logits_profile_predictions_loss: 719.8948 - logcount_predictions_loss: 0.5039 29/2441 [..............................] - ETA: 6:08 - loss: 730.5845 - logits_profile_predictions_loss: 720.1817 - logcount_predictions_loss: 0.5050 30/2441 [..............................] - ETA: 6:08 - loss: 730.9534 - logits_profile_predictions_loss: 720.5339 - logcount_predictions_loss: 0.5058 31/2441 [..............................] - ETA: 6:07 - loss: 731.2374 - logits_profile_predictions_loss: 720.8020 - logcount_predictions_loss: 0.5066 32/2441 [..............................] - ETA: 6:07 - loss: 731.3771 - logits_profile_predictions_loss: 720.9294 - logcount_predictions_loss: 0.5072 33/2441 [..............................] - ETA: 6:07 - loss: 731.4914 - logits_profile_predictions_loss: 721.0250 - logcount_predictions_loss: 0.5081 34/2441 [..............................] - ETA: 6:07 - loss: 731.6561 - logits_profile_predictions_loss: 721.1731 - logcount_predictions_loss: 0.5089 35/2441 [..............................] - ETA: 6:07 - loss: 731.7341 - logits_profile_predictions_loss: 721.2333 - logcount_predictions_loss: 0.5097 36/2441 [..............................] - ETA: 6:07 - loss: 731.7248 - logits_profile_predictions_loss: 721.2083 - logcount_predictions_loss: 0.5105 37/2441 [..............................] - ETA: 6:06 - loss: 731.7499 - logits_profile_predictions_loss: 721.2186 - logcount_predictions_loss: 0.5112 38/2441 [..............................] - ETA: 6:06 - loss: 731.7510 - logits_profile_predictions_loss: 721.2086 - logcount_predictions_loss: 0.5118 39/2441 [..............................] - ETA: 6:06 - loss: 731.7827 - logits_profile_predictions_loss: 721.2334 - logcount_predictions_loss: 0.5121 40/2441 [..............................] - ETA: 6:06 - loss: 731.8015 - logits_profile_predictions_loss: 721.2471 - logcount_predictions_loss: 0.5124 41/2441 [..............................] - ETA: 6:06 - loss: 731.8736 - logits_profile_predictions_loss: 721.3115 - logcount_predictions_loss: 0.5127 42/2441 [..............................] - ETA: 6:05 - loss: 731.9144 - logits_profile_predictions_loss: 721.3457 - logcount_predictions_loss: 0.5130 43/2441 [..............................] - ETA: 6:05 - loss: 731.9291 - logits_profile_predictions_loss: 721.3535 - logcount_predictions_loss: 0.5134 44/2441 [..............................] - ETA: 6:05 - loss: 731.9223 - logits_profile_predictions_loss: 721.3399 - logcount_predictions_loss: 0.5137 45/2441 [..............................] - ETA: 6:05 - loss: 731.9132 - logits_profile_predictions_loss: 721.3233 - logcount_predictions_loss: 0.5141 46/2441 [..............................] - ETA: 6:05 - loss: 731.8964 - logits_profile_predictions_loss: 721.3002 - logcount_predictions_loss: 0.5144 47/2441 [..............................] - ETA: 6:05 - loss: 731.9297 - logits_profile_predictions_loss: 721.3285 - logcount_predictions_loss: 0.5146 48/2441 [..............................] - ETA: 6:04 - loss: 731.9960 - logits_profile_predictions_loss: 721.3912 - logcount_predictions_loss: 0.5148 49/2441 [..............................] - ETA: 6:04 - loss: 732.0170 - logits_profile_predictions_loss: 721.4094 - logcount_predictions_loss: 0.5149 50/2441 [..............................] - ETA: 6:04 - loss: 732.0289 - logits_profile_predictions_loss: 721.4185 - logcount_predictions_loss: 0.5151 51/2441 [..............................] - ETA: 6:04 - loss: 731.9969 - logits_profile_predictions_loss: 721.3850 - logcount_predictions_loss: 0.5151 52/2441 [..............................] - ETA: 6:04 - loss: 731.9915 - logits_profile_predictions_loss: 721.3771 - logcount_predictions_loss: 0.5153 53/2441 [..............................] - ETA: 6:04 - loss: 731.9231 - logits_profile_predictions_loss: 721.3073 - logcount_predictions_loss: 0.5153 54/2441 [..............................] - ETA: 6:03 - loss: 731.8412 - logits_profile_predictions_loss: 721.2257 - logcount_predictions_loss: 0.5153 55/2441 [..............................] - ETA: 6:03 - loss: 731.7373 - logits_profile_predictions_loss: 721.1225 - logcount_predictions_loss: 0.5153 56/2441 [..............................] - ETA: 6:03 - loss: 731.6306 - logits_profile_predictions_loss: 721.0170 - logcount_predictions_loss: 0.5152 57/2441 [..............................] - ETA: 6:03 - loss: 731.5489 - logits_profile_predictions_loss: 720.9372 - logcount_predictions_loss: 0.5151 58/2441 [..............................] - ETA: 6:03 - loss: 731.4522 - logits_profile_predictions_loss: 720.8429 - logcount_predictions_loss: 0.5150 59/2441 [..............................] - ETA: 6:03 - loss: 731.3599 - logits_profile_predictions_loss: 720.7533 - logcount_predictions_loss: 0.5149 60/2441 [..............................] - ETA: 6:02 - loss: 731.3367 - logits_profile_predictions_loss: 720.7313 - logcount_predictions_loss: 0.5148 61/2441 [..............................] - ETA: 6:02 - loss: 731.3092 - logits_profile_predictions_loss: 720.6982 - logcount_predictions_loss: 0.5151 62/2441 [..............................] - ETA: 6:02 - loss: 731.2941 - logits_profile_predictions_loss: 720.6782 - logcount_predictions_loss: 0.5153 63/2441 [..............................] - ETA: 6:02 - loss: 731.2885 - logits_profile_predictions_loss: 720.6684 - logcount_predictions_loss: 0.5155 64/2441 [..............................] - ETA: 6:02 - loss: 731.3235 - logits_profile_predictions_loss: 720.6997 - logcount_predictions_loss: 0.5157 65/2441 [..............................] - ETA: 6:02 - loss: 731.3339 - logits_profile_predictions_loss: 720.7073 - logcount_predictions_loss: 0.5159 66/2441 [..............................] - ETA: 6:01 - loss: 731.3224 - logits_profile_predictions_loss: 720.6925 - logcount_predictions_loss: 0.5160 67/2441 [..............................] - ETA: 6:01 - loss: 731.2885 - logits_profile_predictions_loss: 720.6556 - logcount_predictions_loss: 0.5162 68/2441 [..............................] - ETA: 6:01 - loss: 731.2441 - logits_profile_predictions_loss: 720.6081 - logcount_predictions_loss: 0.5163 69/2441 [..............................] - ETA: 6:01 - loss: 731.2123 - logits_profile_predictions_loss: 720.5736 - logcount_predictions_loss: 0.5164 70/2441 [..............................] - ETA: 6:01 - loss: 731.1617 - logits_profile_predictions_loss: 720.5207 - logcount_predictions_loss: 0.5166 71/2441 [..............................] - ETA: 6:01 - loss: 731.1071 - logits_profile_predictions_loss: 720.4640 - logcount_predictions_loss: 0.5167 72/2441 [..............................] - ETA: 6:00 - loss: 731.0479 - logits_profile_predictions_loss: 720.4028 - logcount_predictions_loss: 0.5168 73/2441 [..............................] - ETA: 6:00 - loss: 730.9719 - logits_profile_predictions_loss: 720.3247 - logcount_predictions_loss: 0.5169 74/2441 [..............................] - ETA: 6:00 - loss: 730.8944 - logits_profile_predictions_loss: 720.2460 - logcount_predictions_loss: 0.5169 75/2441 [..............................] - ETA: 6:00 - loss: 730.8354 - logits_profile_predictions_loss: 720.1856 - logcount_predictions_loss: 0.5170 76/2441 [..............................] - ETA: 6:00 - loss: 730.8000 - logits_profile_predictions_loss: 720.1496 - logcount_predictions_loss: 0.5170 77/2441 [..............................] - ETA: 6:00 - loss: 730.7709 - logits_profile_predictions_loss: 720.1192 - logcount_predictions_loss: 0.5171 78/2441 [..............................] - ETA: 5:59 - loss: 730.7556 - logits_profile_predictions_loss: 720.1029 - logcount_predictions_loss: 0.5171 79/2441 [..............................] - ETA: 5:59 - loss: 730.7386 - logits_profile_predictions_loss: 720.0851 - logcount_predictions_loss: 0.5172 80/2441 [..............................] - ETA: 5:59 - loss: 730.7350 - logits_profile_predictions_loss: 720.0808 - logcount_predictions_loss: 0.5172 81/2441 [..............................] - ETA: 5:59 - loss: 730.7129 - logits_profile_predictions_loss: 720.0577 - logcount_predictions_loss: 0.5172 82/2441 [>.............................] - ETA: 5:59 - loss: 730.6822 - logits_profile_predictions_loss: 720.0263 - logcount_predictions_loss: 0.5173 83/2441 [>.............................] - ETA: 5:59 - loss: 730.6300 - logits_profile_predictions_loss: 719.9740 - logcount_predictions_loss: 0.5173 84/2441 [>.............................] - ETA: 5:59 - loss: 730.5715 - logits_profile_predictions_loss: 719.9154 - logcount_predictions_loss: 0.5173 85/2441 [>.............................] - ETA: 5:58 - loss: 730.5175 - logits_profile_predictions_loss: 719.8611 - logcount_predictions_loss: 0.5173 86/2441 [>.............................] - ETA: 5:58 - loss: 730.4580 - logits_profile_predictions_loss: 719.8010 - logcount_predictions_loss: 0.5173 87/2441 [>.............................] - ETA: 5:58 - 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[===>..........................] - ETA: 5:15 - loss: 725.0331 - logits_profile_predictions_loss: 714.6885 - logcount_predictions_loss: 0.5022 368/2441 [===>..........................] - ETA: 5:15 - loss: 725.0200 - logits_profile_predictions_loss: 714.6755 - logcount_predictions_loss: 0.5022 369/2441 [===>..........................] - ETA: 5:15 - loss: 725.0066 - logits_profile_predictions_loss: 714.6622 - logcount_predictions_loss: 0.5021 370/2441 [===>..........................] - ETA: 5:15 - loss: 724.9926 - logits_profile_predictions_loss: 714.6484 - logcount_predictions_loss: 0.5021 371/2441 [===>..........................] - ETA: 5:15 - loss: 724.9785 - logits_profile_predictions_loss: 714.6344 - logcount_predictions_loss: 0.5021 372/2441 [===>..........................] - ETA: 5:14 - loss: 724.9635 - logits_profile_predictions_loss: 714.6196 - logcount_predictions_loss: 0.5021 373/2441 [===>..........................] - ETA: 5:14 - loss: 724.9492 - logits_profile_predictions_loss: 714.6054 - logcount_predictions_loss: 0.5021 374/2441 [===>..........................] - ETA: 5:14 - loss: 724.9355 - logits_profile_predictions_loss: 714.5919 - logcount_predictions_loss: 0.5021 375/2441 [===>..........................] - ETA: 5:14 - loss: 724.9213 - logits_profile_predictions_loss: 714.5779 - logcount_predictions_loss: 0.5021 376/2441 [===>..........................] - ETA: 5:14 - loss: 724.9085 - logits_profile_predictions_loss: 714.5652 - logcount_predictions_loss: 0.5021 377/2441 [===>..........................] - ETA: 5:14 - loss: 724.8968 - logits_profile_predictions_loss: 714.5538 - logcount_predictions_loss: 0.5021 378/2441 [===>..........................] - ETA: 5:14 - loss: 724.8854 - logits_profile_predictions_loss: 714.5426 - logcount_predictions_loss: 0.5021 379/2441 [===>..........................] - ETA: 5:13 - loss: 724.8752 - logits_profile_predictions_loss: 714.5325 - logcount_predictions_loss: 0.5021 380/2441 [===>..........................] - ETA: 5:13 - loss: 724.8649 - logits_profile_predictions_loss: 714.5224 - logcount_predictions_loss: 0.5021 381/2441 [===>..........................] - ETA: 5:13 - loss: 724.8555 - logits_profile_predictions_loss: 714.5132 - logcount_predictions_loss: 0.5020 382/2441 [===>..........................] - ETA: 5:13 - loss: 724.8466 - logits_profile_predictions_loss: 714.5046 - logcount_predictions_loss: 0.5020 383/2441 [===>..........................] - ETA: 5:13 - loss: 724.8371 - logits_profile_predictions_loss: 714.4953 - logcount_predictions_loss: 0.5020 384/2441 [===>..........................] - ETA: 5:13 - loss: 724.8279 - logits_profile_predictions_loss: 714.4863 - logcount_predictions_loss: 0.5020 385/2441 [===>..........................] - ETA: 5:13 - loss: 724.8186 - logits_profile_predictions_loss: 714.4771 - logcount_predictions_loss: 0.5020 386/2441 [===>..........................] - ETA: 5:12 - loss: 724.8088 - logits_profile_predictions_loss: 714.4676 - logcount_predictions_loss: 0.5020 387/2441 [===>..........................] - ETA: 5:12 - loss: 724.7984 - logits_profile_predictions_loss: 714.4573 - logcount_predictions_loss: 0.5020 388/2441 [===>..........................] - ETA: 5:12 - loss: 724.7881 - logits_profile_predictions_loss: 714.4471 - logcount_predictions_loss: 0.5020 389/2441 [===>..........................] - ETA: 5:12 - loss: 724.7784 - logits_profile_predictions_loss: 714.4375 - logcount_predictions_loss: 0.5020 390/2441 [===>..........................] - ETA: 5:12 - loss: 724.7683 - logits_profile_predictions_loss: 714.4275 - logcount_predictions_loss: 0.5020 391/2441 [===>..........................] - ETA: 5:12 - loss: 724.7580 - logits_profile_predictions_loss: 714.4174 - logcount_predictions_loss: 0.5020 392/2441 [===>..........................] - ETA: 5:11 - loss: 724.7472 - logits_profile_predictions_loss: 714.4067 - logcount_predictions_loss: 0.5020 393/2441 [===>..........................] - ETA: 5:11 - loss: 724.7359 - logits_profile_predictions_loss: 714.3956 - logcount_predictions_loss: 0.5020 394/2441 [===>..........................] - ETA: 5:11 - loss: 724.7243 - logits_profile_predictions_loss: 714.3841 - logcount_predictions_loss: 0.5019 395/2441 [===>..........................] - ETA: 5:11 - loss: 724.7123 - logits_profile_predictions_loss: 714.3723 - logcount_predictions_loss: 0.5019 396/2441 [===>..........................] - ETA: 5:11 - loss: 724.6998 - logits_profile_predictions_loss: 714.3599 - logcount_predictions_loss: 0.5019 397/2441 [===>..........................] - ETA: 5:11 - loss: 724.6882 - logits_profile_predictions_loss: 714.3485 - logcount_predictions_loss: 0.5019 398/2441 [===>..........................] - ETA: 5:11 - loss: 724.6765 - logits_profile_predictions_loss: 714.3368 - logcount_predictions_loss: 0.5019 399/2441 [===>..........................] - ETA: 5:10 - loss: 724.6655 - logits_profile_predictions_loss: 714.3260 - logcount_predictions_loss: 0.5019 400/2441 [===>..........................] - ETA: 5:10 - loss: 724.6552 - logits_profile_predictions_loss: 714.3158 - logcount_predictions_loss: 0.5019 401/2441 [===>..........................] - ETA: 5:10 - loss: 724.6442 - logits_profile_predictions_loss: 714.3048 - logcount_predictions_loss: 0.5019 402/2441 [===>..........................] - ETA: 5:10 - loss: 724.6337 - logits_profile_predictions_loss: 714.2945 - logcount_predictions_loss: 0.5019 403/2441 [===>..........................] - ETA: 5:10 - loss: 724.6235 - logits_profile_predictions_loss: 714.2844 - logcount_predictions_loss: 0.5019 404/2441 [===>..........................] - ETA: 5:10 - loss: 724.6131 - logits_profile_predictions_loss: 714.2741 - logcount_predictions_loss: 0.5019 405/2441 [===>..........................] - ETA: 5:09 - loss: 724.6027 - logits_profile_predictions_loss: 714.2637 - logcount_predictions_loss: 0.5019 406/2441 [===>..........................] - ETA: 5:09 - loss: 724.5923 - logits_profile_predictions_loss: 714.2533 - logcount_predictions_loss: 0.5019 407/2441 [====>.........................] - ETA: 5:09 - loss: 724.5821 - logits_profile_predictions_loss: 714.2432 - logcount_predictions_loss: 0.5019 408/2441 [====>.........................] - ETA: 5:09 - loss: 724.5722 - logits_profile_predictions_loss: 714.2333 - logcount_predictions_loss: 0.5019 409/2441 [====>.........................] - ETA: 5:09 - loss: 724.5622 - logits_profile_predictions_loss: 714.2234 - logcount_predictions_loss: 0.5019 410/2441 [====>.........................] - ETA: 5:09 - loss: 724.5520 - logits_profile_predictions_loss: 714.2133 - logcount_predictions_loss: 0.5019 411/2441 [====>.........................] - ETA: 5:09 - loss: 724.5416 - logits_profile_predictions_loss: 714.2029 - logcount_predictions_loss: 0.5019 412/2441 [====>.........................] - ETA: 5:08 - loss: 724.5306 - 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[====>.........................] - ETA: 5:07 - loss: 724.4522 - logits_profile_predictions_loss: 714.1143 - logcount_predictions_loss: 0.5018 420/2441 [====>.........................] - ETA: 5:07 - loss: 724.4404 - logits_profile_predictions_loss: 714.1027 - logcount_predictions_loss: 0.5018 421/2441 [====>.........................] - ETA: 5:07 - loss: 724.4296 - logits_profile_predictions_loss: 714.0920 - logcount_predictions_loss: 0.5018 422/2441 [====>.........................] - ETA: 5:07 - loss: 724.4184 - logits_profile_predictions_loss: 714.0809 - logcount_predictions_loss: 0.5018 423/2441 [====>.........................] - ETA: 5:07 - loss: 724.4071 - logits_profile_predictions_loss: 714.0698 - logcount_predictions_loss: 0.5018 424/2441 [====>.........................] - ETA: 5:07 - loss: 724.3953 - logits_profile_predictions_loss: 714.0581 - logcount_predictions_loss: 0.5018 425/2441 [====>.........................] - ETA: 5:06 - loss: 724.3833 - logits_profile_predictions_loss: 714.0462 - logcount_predictions_loss: 0.5018 426/2441 [====>.........................] - ETA: 5:06 - loss: 724.3719 - logits_profile_predictions_loss: 714.0349 - logcount_predictions_loss: 0.5018 427/2441 [====>.........................] - ETA: 5:06 - loss: 724.3606 - logits_profile_predictions_loss: 714.0238 - logcount_predictions_loss: 0.5018 428/2441 [====>.........................] - ETA: 5:06 - loss: 724.3484 - logits_profile_predictions_loss: 714.0117 - logcount_predictions_loss: 0.5018 429/2441 [====>.........................] - ETA: 5:06 - loss: 724.3360 - logits_profile_predictions_loss: 713.9994 - logcount_predictions_loss: 0.5018 430/2441 [====>.........................] - ETA: 5:06 - loss: 724.3239 - logits_profile_predictions_loss: 713.9875 - logcount_predictions_loss: 0.5018 431/2441 [====>.........................] - ETA: 5:05 - loss: 724.3116 - logits_profile_predictions_loss: 713.9754 - logcount_predictions_loss: 0.5018 432/2441 [====>.........................] - ETA: 5:05 - loss: 724.2993 - logits_profile_predictions_loss: 713.9632 - logcount_predictions_loss: 0.5017 433/2441 [====>.........................] - ETA: 5:05 - loss: 724.2861 - logits_profile_predictions_loss: 713.9502 - logcount_predictions_loss: 0.5017 434/2441 [====>.........................] - ETA: 5:05 - loss: 724.2723 - logits_profile_predictions_loss: 713.9366 - logcount_predictions_loss: 0.5017 435/2441 [====>.........................] - ETA: 5:05 - loss: 724.2588 - logits_profile_predictions_loss: 713.9233 - logcount_predictions_loss: 0.5017 436/2441 [====>.........................] - ETA: 5:05 - loss: 724.2451 - logits_profile_predictions_loss: 713.9097 - logcount_predictions_loss: 0.5017 437/2441 [====>.........................] - ETA: 5:05 - loss: 724.2306 - logits_profile_predictions_loss: 713.8954 - logcount_predictions_loss: 0.5017 438/2441 [====>.........................] - ETA: 5:04 - loss: 724.2166 - logits_profile_predictions_loss: 713.8815 - logcount_predictions_loss: 0.5017 439/2441 [====>.........................] - ETA: 5:04 - loss: 724.2029 - logits_profile_predictions_loss: 713.8680 - logcount_predictions_loss: 0.5017 440/2441 [====>.........................] - ETA: 5:04 - loss: 724.1893 - logits_profile_predictions_loss: 713.8545 - logcount_predictions_loss: 0.5017 441/2441 [====>.........................] - ETA: 5:04 - loss: 724.1754 - logits_profile_predictions_loss: 713.8408 - logcount_predictions_loss: 0.5017 442/2441 [====>.........................] - ETA: 5:04 - loss: 724.1617 - logits_profile_predictions_loss: 713.8272 - logcount_predictions_loss: 0.5017 443/2441 [====>.........................] - ETA: 5:04 - loss: 724.1483 - logits_profile_predictions_loss: 713.8140 - logcount_predictions_loss: 0.5017 444/2441 [====>.........................] - ETA: 5:04 - loss: 724.1351 - logits_profile_predictions_loss: 713.8009 - logcount_predictions_loss: 0.5017 445/2441 [====>.........................] - ETA: 5:03 - loss: 724.1225 - logits_profile_predictions_loss: 713.7884 - logcount_predictions_loss: 0.5016 446/2441 [====>.........................] - ETA: 5:03 - loss: 724.1103 - logits_profile_predictions_loss: 713.7763 - logcount_predictions_loss: 0.5016 447/2441 [====>.........................] - ETA: 5:03 - loss: 724.0981 - logits_profile_predictions_loss: 713.7643 - logcount_predictions_loss: 0.5016 448/2441 [====>.........................] - ETA: 5:03 - loss: 724.0861 - logits_profile_predictions_loss: 713.7524 - logcount_predictions_loss: 0.5016 449/2441 [====>.........................] - ETA: 5:03 - loss: 724.0742 - logits_profile_predictions_loss: 713.7406 - logcount_predictions_loss: 0.5016 450/2441 [====>.........................] - ETA: 5:03 - loss: 724.0622 - logits_profile_predictions_loss: 713.7289 - logcount_predictions_loss: 0.5016 451/2441 [====>.........................] - ETA: 5:02 - loss: 724.0500 - 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[====>.........................] - ETA: 5:01 - loss: 723.9682 - logits_profile_predictions_loss: 713.6361 - logcount_predictions_loss: 0.5016 459/2441 [====>.........................] - ETA: 5:01 - loss: 723.9573 - logits_profile_predictions_loss: 713.6253 - logcount_predictions_loss: 0.5015 460/2441 [====>.........................] - ETA: 5:01 - loss: 723.9468 - logits_profile_predictions_loss: 713.6150 - logcount_predictions_loss: 0.5015 461/2441 [====>.........................] - ETA: 5:01 - loss: 723.9362 - logits_profile_predictions_loss: 713.6046 - logcount_predictions_loss: 0.5015 462/2441 [====>.........................] - ETA: 5:01 - loss: 723.9260 - logits_profile_predictions_loss: 713.5945 - logcount_predictions_loss: 0.5015 463/2441 [====>.........................] - ETA: 5:01 - loss: 723.9158 - logits_profile_predictions_loss: 713.5844 - logcount_predictions_loss: 0.5015 464/2441 [====>.........................] - ETA: 5:00 - loss: 723.9055 - logits_profile_predictions_loss: 713.5743 - logcount_predictions_loss: 0.5015 465/2441 [====>.........................] - ETA: 5:00 - loss: 723.8947 - logits_profile_predictions_loss: 713.5637 - logcount_predictions_loss: 0.5015 466/2441 [====>.........................] - ETA: 5:00 - loss: 723.8839 - logits_profile_predictions_loss: 713.5530 - logcount_predictions_loss: 0.5015 467/2441 [====>.........................] - ETA: 5:00 - loss: 723.8737 - logits_profile_predictions_loss: 713.5429 - logcount_predictions_loss: 0.5015 468/2441 [====>.........................] - ETA: 5:00 - loss: 723.8632 - logits_profile_predictions_loss: 713.5325 - logcount_predictions_loss: 0.5015 469/2441 [====>.........................] - ETA: 5:00 - loss: 723.8527 - logits_profile_predictions_loss: 713.5222 - logcount_predictions_loss: 0.5015 470/2441 [====>.........................] - ETA: 5:00 - loss: 723.8424 - logits_profile_predictions_loss: 713.5119 - logcount_predictions_loss: 0.5015 471/2441 [====>.........................] - ETA: 4:59 - loss: 723.8317 - logits_profile_predictions_loss: 713.5014 - logcount_predictions_loss: 0.5015 472/2441 [====>.........................] - ETA: 4:59 - loss: 723.8205 - logits_profile_predictions_loss: 713.4903 - logcount_predictions_loss: 0.5015 473/2441 [====>.........................] - ETA: 4:59 - loss: 723.8095 - logits_profile_predictions_loss: 713.4794 - logcount_predictions_loss: 0.5015 474/2441 [====>.........................] - ETA: 4:59 - loss: 723.7986 - logits_profile_predictions_loss: 713.4686 - logcount_predictions_loss: 0.5015 475/2441 [====>.........................] - ETA: 4:59 - loss: 723.7870 - logits_profile_predictions_loss: 713.4572 - logcount_predictions_loss: 0.5014 476/2441 [====>.........................] - ETA: 4:59 - loss: 723.7766 - logits_profile_predictions_loss: 713.4468 - logcount_predictions_loss: 0.5014 477/2441 [====>.........................] - ETA: 4:58 - loss: 723.7660 - logits_profile_predictions_loss: 713.4364 - logcount_predictions_loss: 0.5014 478/2441 [====>.........................] - ETA: 4:58 - loss: 723.7557 - logits_profile_predictions_loss: 713.4262 - logcount_predictions_loss: 0.5014 479/2441 [====>.........................] - ETA: 4:58 - loss: 723.7452 - logits_profile_predictions_loss: 713.4158 - logcount_predictions_loss: 0.5014 480/2441 [====>.........................] - ETA: 4:58 - loss: 723.7347 - logits_profile_predictions_loss: 713.4054 - logcount_predictions_loss: 0.5014 481/2441 [====>.........................] - ETA: 4:58 - loss: 723.7240 - logits_profile_predictions_loss: 713.3948 - logcount_predictions_loss: 0.5014 482/2441 [====>.........................] - ETA: 4:58 - loss: 723.7132 - logits_profile_predictions_loss: 713.3841 - logcount_predictions_loss: 0.5014 483/2441 [====>.........................] - ETA: 4:58 - loss: 723.7022 - logits_profile_predictions_loss: 713.3732 - logcount_predictions_loss: 0.5014 484/2441 [====>.........................] - ETA: 4:57 - loss: 723.6912 - logits_profile_predictions_loss: 713.3623 - logcount_predictions_loss: 0.5014 485/2441 [====>.........................] - ETA: 4:57 - loss: 723.6796 - logits_profile_predictions_loss: 713.3509 - logcount_predictions_loss: 0.5014 486/2441 [====>.........................] - ETA: 4:57 - loss: 723.6674 - logits_profile_predictions_loss: 713.3388 - logcount_predictions_loss: 0.5014 487/2441 [====>.........................] - ETA: 4:57 - loss: 723.6558 - logits_profile_predictions_loss: 713.3273 - logcount_predictions_loss: 0.5014 488/2441 [====>.........................] - ETA: 4:57 - loss: 723.6443 - logits_profile_predictions_loss: 713.3160 - logcount_predictions_loss: 0.5014 489/2441 [=====>........................] - ETA: 4:57 - loss: 723.6332 - logits_profile_predictions_loss: 713.3050 - logcount_predictions_loss: 0.5014 490/2441 [=====>........................] - ETA: 4:57 - loss: 723.6223 - logits_profile_predictions_loss: 713.2943 - logcount_predictions_loss: 0.5014 491/2441 [=====>........................] - ETA: 4:56 - loss: 723.6115 - logits_profile_predictions_loss: 713.2836 - logcount_predictions_loss: 0.5013 492/2441 [=====>........................] - ETA: 4:56 - loss: 723.6009 - logits_profile_predictions_loss: 713.2731 - logcount_predictions_loss: 0.5013 493/2441 [=====>........................] - ETA: 4:56 - loss: 723.5904 - logits_profile_predictions_loss: 713.2629 - logcount_predictions_loss: 0.5013 494/2441 [=====>........................] - ETA: 4:56 - loss: 723.5806 - logits_profile_predictions_loss: 713.2532 - logcount_predictions_loss: 0.5013 495/2441 [=====>........................] - ETA: 4:56 - loss: 723.5711 - logits_profile_predictions_loss: 713.2439 - logcount_predictions_loss: 0.5013 496/2441 [=====>........................] - ETA: 4:56 - loss: 723.5622 - logits_profile_predictions_loss: 713.2352 - logcount_predictions_loss: 0.5013 497/2441 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[============================>.] - ETA: 3s - loss: 716.2767 - logits_profile_predictions_loss: 706.1859 - logcount_predictions_loss: 0.4898 2416/2441 [============================>.] - ETA: 3s - loss: 716.2746 - logits_profile_predictions_loss: 706.1838 - logcount_predictions_loss: 0.4898 2417/2441 [============================>.] - ETA: 3s - loss: 716.2724 - logits_profile_predictions_loss: 706.1817 - logcount_predictions_loss: 0.4898 2418/2441 [============================>.] - ETA: 3s - loss: 716.2702 - logits_profile_predictions_loss: 706.1796 - logcount_predictions_loss: 0.4898 2419/2441 [============================>.] - ETA: 3s - loss: 716.2680 - logits_profile_predictions_loss: 706.1775 - logcount_predictions_loss: 0.4898 2420/2441 [============================>.] - ETA: 3s - loss: 716.2659 - logits_profile_predictions_loss: 706.1754 - logcount_predictions_loss: 0.4898 2421/2441 [============================>.] - ETA: 3s - loss: 716.2637 - logits_profile_predictions_loss: 706.1733 - logcount_predictions_loss: 0.4898 2422/2441 [============================>.] - ETA: 2s - loss: 716.2615 - logits_profile_predictions_loss: 706.1712 - logcount_predictions_loss: 0.4898 2423/2441 [============================>.] - ETA: 2s - loss: 716.2594 - logits_profile_predictions_loss: 706.1691 - logcount_predictions_loss: 0.4898 2424/2441 [============================>.] - ETA: 2s - loss: 716.2572 - logits_profile_predictions_loss: 706.1670 - logcount_predictions_loss: 0.4898 2425/2441 [============================>.] - ETA: 2s - loss: 716.2550 - logits_profile_predictions_loss: 706.1649 - logcount_predictions_loss: 0.4898 2426/2441 [============================>.] - ETA: 2s - loss: 716.2529 - logits_profile_predictions_loss: 706.1628 - logcount_predictions_loss: 0.4898 2427/2441 [============================>.] - ETA: 2s - loss: 716.2507 - logits_profile_predictions_loss: 706.1607 - logcount_predictions_loss: 0.4898 2428/2441 [============================>.] - ETA: 1s - 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2435/2441 [============================>.] - ETA: 0s - loss: 716.2333 - logits_profile_predictions_loss: 706.1438 - logcount_predictions_loss: 0.4898 2436/2441 [============================>.] - ETA: 0s - loss: 716.2311 - logits_profile_predictions_loss: 706.1416 - logcount_predictions_loss: 0.4898 2437/2441 [============================>.] - ETA: 0s - loss: 716.2289 - logits_profile_predictions_loss: 706.1395 - logcount_predictions_loss: 0.4898 2438/2441 [============================>.] - ETA: 0s - loss: 716.2267 - logits_profile_predictions_loss: 706.1374 - logcount_predictions_loss: 0.4898 2439/2441 [============================>.] - ETA: 0s - loss: 716.2246 - logits_profile_predictions_loss: 706.1353 - logcount_predictions_loss: 0.4898 2440/2441 [============================>.] - ETA: 0s - loss: 716.2224 - logits_profile_predictions_loss: 706.1332 - logcount_predictions_loss: 0.4898 2441/2441 [==============================] - ETA: 0s - loss: 716.2203 - logits_profile_predictions_loss: 706.1311 - logcount_predictions_loss: 0.4898 2441/2441 [==============================] - 389s 159ms/step - loss: 716.2181 - logits_profile_predictions_loss: 706.1290 - logcount_predictions_loss: 0.4898 - val_loss: 747.7873 - val_logits_profile_predictions_loss: 737.0208 - val_logcount_predictions_loss: 0.5226 Epoch 00014: val_loss improved from 749.20398 to 747.78729, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 15/50 1/2441 [..............................] - ETA: 7:24 - loss: 674.5259 - logits_profile_predictions_loss: 668.6638 - logcount_predictions_loss: 0.2846 2/2441 [..............................] - ETA: 6:13 - loss: 707.5822 - logits_profile_predictions_loss: 700.8520 - logcount_predictions_loss: 0.3267 3/2441 [..............................] - ETA: 6:11 - loss: 718.3026 - logits_profile_predictions_loss: 711.2539 - logcount_predictions_loss: 0.3422 4/2441 [..............................] - ETA: 6:11 - loss: 721.5392 - logits_profile_predictions_loss: 714.3003 - logcount_predictions_loss: 0.3514 5/2441 [..............................] - ETA: 6:11 - loss: 726.5702 - logits_profile_predictions_loss: 719.1523 - logcount_predictions_loss: 0.3601 6/2441 [..............................] - ETA: 6:10 - loss: 729.5533 - logits_profile_predictions_loss: 721.9527 - logcount_predictions_loss: 0.3690 7/2441 [..............................] - ETA: 6:10 - loss: 731.5349 - logits_profile_predictions_loss: 723.7193 - logcount_predictions_loss: 0.3794 8/2441 [..............................] - ETA: 6:10 - loss: 731.7044 - logits_profile_predictions_loss: 723.7327 - logcount_predictions_loss: 0.3870 9/2441 [..............................] - ETA: 6:10 - loss: 729.6263 - logits_profile_predictions_loss: 721.4210 - logcount_predictions_loss: 0.3983 10/2441 [..............................] - ETA: 6:10 - loss: 728.3958 - logits_profile_predictions_loss: 720.0014 - logcount_predictions_loss: 0.4075 11/2441 [..............................] - ETA: 6:09 - loss: 727.3858 - logits_profile_predictions_loss: 718.8571 - logcount_predictions_loss: 0.4140 12/2441 [..............................] - ETA: 6:09 - loss: 726.4596 - logits_profile_predictions_loss: 717.8281 - logcount_predictions_loss: 0.4190 13/2441 [..............................] - ETA: 6:09 - loss: 725.0481 - logits_profile_predictions_loss: 716.3453 - logcount_predictions_loss: 0.4225 14/2441 [..............................] - ETA: 6:09 - loss: 724.0118 - logits_profile_predictions_loss: 715.2449 - logcount_predictions_loss: 0.4256 15/2441 [..............................] - ETA: 6:09 - loss: 723.1892 - logits_profile_predictions_loss: 714.3697 - logcount_predictions_loss: 0.4281 16/2441 [..............................] - ETA: 6:09 - loss: 722.4670 - logits_profile_predictions_loss: 713.6123 - logcount_predictions_loss: 0.4298 17/2441 [..............................] - ETA: 6:08 - loss: 722.1104 - logits_profile_predictions_loss: 713.2191 - logcount_predictions_loss: 0.4316 18/2441 [..............................] - ETA: 6:08 - loss: 722.0325 - logits_profile_predictions_loss: 713.1142 - logcount_predictions_loss: 0.4329 19/2441 [..............................] - ETA: 6:08 - loss: 722.1822 - logits_profile_predictions_loss: 713.2328 - logcount_predictions_loss: 0.4344 20/2441 [..............................] - ETA: 6:08 - loss: 722.4129 - logits_profile_predictions_loss: 713.4344 - logcount_predictions_loss: 0.4358 21/2441 [..............................] - ETA: 6:08 - loss: 722.7783 - logits_profile_predictions_loss: 713.7786 - logcount_predictions_loss: 0.4369 22/2441 [..............................] - ETA: 6:08 - loss: 723.2272 - logits_profile_predictions_loss: 714.2064 - logcount_predictions_loss: 0.4379 23/2441 [..............................] - ETA: 6:08 - loss: 723.7379 - logits_profile_predictions_loss: 714.6955 - logcount_predictions_loss: 0.4390 24/2441 [..............................] - ETA: 6:07 - loss: 724.1467 - logits_profile_predictions_loss: 715.0829 - logcount_predictions_loss: 0.4400 25/2441 [..............................] - ETA: 6:07 - loss: 724.4316 - logits_profile_predictions_loss: 715.3499 - logcount_predictions_loss: 0.4409 26/2441 [..............................] - ETA: 6:07 - loss: 724.5954 - logits_profile_predictions_loss: 715.4973 - logcount_predictions_loss: 0.4417 27/2441 [..............................] - ETA: 6:07 - loss: 724.5466 - logits_profile_predictions_loss: 715.4312 - logcount_predictions_loss: 0.4425 28/2441 [..............................] - ETA: 6:07 - loss: 724.5191 - logits_profile_predictions_loss: 715.3877 - logcount_predictions_loss: 0.4433 29/2441 [..............................] - ETA: 6:07 - loss: 724.4323 - logits_profile_predictions_loss: 715.2857 - logcount_predictions_loss: 0.4440 30/2441 [..............................] - ETA: 6:06 - loss: 724.2332 - logits_profile_predictions_loss: 715.0723 - logcount_predictions_loss: 0.4447 31/2441 [..............................] - ETA: 6:06 - loss: 724.1149 - logits_profile_predictions_loss: 714.9412 - logcount_predictions_loss: 0.4453 32/2441 [..............................] - ETA: 6:06 - loss: 723.9947 - logits_profile_predictions_loss: 714.8124 - logcount_predictions_loss: 0.4457 33/2441 [..............................] - ETA: 6:06 - loss: 723.9071 - logits_profile_predictions_loss: 714.7158 - logcount_predictions_loss: 0.4462 34/2441 [..............................] - ETA: 6:06 - loss: 723.7858 - logits_profile_predictions_loss: 714.5867 - logcount_predictions_loss: 0.4466 35/2441 [..............................] - ETA: 6:06 - loss: 723.6599 - logits_profile_predictions_loss: 714.4548 - logcount_predictions_loss: 0.4468 36/2441 [..............................] - ETA: 6:06 - loss: 723.5020 - logits_profile_predictions_loss: 714.2918 - logcount_predictions_loss: 0.4471 37/2441 [..............................] - ETA: 6:05 - loss: 723.2977 - logits_profile_predictions_loss: 714.0840 - logcount_predictions_loss: 0.4473 38/2441 [..............................] - ETA: 6:05 - loss: 723.0884 - logits_profile_predictions_loss: 713.8699 - logcount_predictions_loss: 0.4475 39/2441 [..............................] - ETA: 6:05 - loss: 722.8729 - logits_profile_predictions_loss: 713.6502 - logcount_predictions_loss: 0.4477 40/2441 [..............................] - ETA: 6:05 - loss: 722.5810 - logits_profile_predictions_loss: 713.3560 - logcount_predictions_loss: 0.4478 41/2441 [..............................] - ETA: 6:05 - loss: 722.4009 - logits_profile_predictions_loss: 713.1742 - logcount_predictions_loss: 0.4479 42/2441 [..............................] - ETA: 6:05 - loss: 722.2603 - logits_profile_predictions_loss: 713.0322 - logcount_predictions_loss: 0.4480 43/2441 [..............................] - ETA: 6:05 - loss: 722.1845 - logits_profile_predictions_loss: 712.9547 - logcount_predictions_loss: 0.4480 44/2441 [..............................] - ETA: 6:05 - loss: 722.1383 - logits_profile_predictions_loss: 712.9074 - logcount_predictions_loss: 0.4481 45/2441 [..............................] - ETA: 6:05 - loss: 722.0887 - logits_profile_predictions_loss: 712.8555 - logcount_predictions_loss: 0.4482 46/2441 [..............................] - ETA: 6:04 - loss: 722.0594 - logits_profile_predictions_loss: 712.8222 - logcount_predictions_loss: 0.4484 47/2441 [..............................] - ETA: 6:04 - loss: 721.9974 - logits_profile_predictions_loss: 712.7578 - logcount_predictions_loss: 0.4485 48/2441 [..............................] - ETA: 6:04 - loss: 721.9419 - logits_profile_predictions_loss: 712.7008 - logcount_predictions_loss: 0.4486 49/2441 [..............................] - ETA: 6:04 - loss: 721.8770 - logits_profile_predictions_loss: 712.6344 - logcount_predictions_loss: 0.4487 50/2441 [..............................] - ETA: 6:04 - loss: 721.8713 - logits_profile_predictions_loss: 712.6280 - logcount_predictions_loss: 0.4487 51/2441 [..............................] - ETA: 6:04 - loss: 721.8565 - logits_profile_predictions_loss: 712.6132 - logcount_predictions_loss: 0.4487 52/2441 [..............................] - ETA: 6:03 - loss: 721.8739 - logits_profile_predictions_loss: 712.6306 - logcount_predictions_loss: 0.4487 53/2441 [..............................] - ETA: 6:03 - loss: 721.9933 - logits_profile_predictions_loss: 712.7510 - logcount_predictions_loss: 0.4486 54/2441 [..............................] - ETA: 6:03 - loss: 722.1263 - logits_profile_predictions_loss: 712.8850 - logcount_predictions_loss: 0.4486 55/2441 [..............................] - ETA: 6:03 - loss: 722.2539 - logits_profile_predictions_loss: 713.0144 - logcount_predictions_loss: 0.4485 56/2441 [..............................] - ETA: 6:03 - loss: 722.4258 - logits_profile_predictions_loss: 713.1884 - logcount_predictions_loss: 0.4484 57/2441 [..............................] - ETA: 6:03 - loss: 722.5964 - logits_profile_predictions_loss: 713.3585 - logcount_predictions_loss: 0.4484 58/2441 [..............................] - ETA: 6:02 - loss: 722.7281 - logits_profile_predictions_loss: 713.4891 - logcount_predictions_loss: 0.4485 59/2441 [..............................] - ETA: 6:02 - loss: 722.8722 - logits_profile_predictions_loss: 713.6322 - logcount_predictions_loss: 0.4485 60/2441 [..............................] - ETA: 6:02 - loss: 723.0062 - logits_profile_predictions_loss: 713.7642 - logcount_predictions_loss: 0.4486 61/2441 [..............................] - ETA: 6:02 - loss: 723.1038 - logits_profile_predictions_loss: 713.8609 - logcount_predictions_loss: 0.4487 62/2441 [..............................] - ETA: 6:02 - loss: 723.1763 - logits_profile_predictions_loss: 713.9330 - logcount_predictions_loss: 0.4487 63/2441 [..............................] - ETA: 6:02 - loss: 723.2427 - logits_profile_predictions_loss: 713.9992 - logcount_predictions_loss: 0.4487 64/2441 [..............................] - ETA: 6:02 - loss: 723.2792 - logits_profile_predictions_loss: 714.0358 - logcount_predictions_loss: 0.4487 65/2441 [..............................] - ETA: 6:01 - loss: 723.3006 - logits_profile_predictions_loss: 714.0571 - logcount_predictions_loss: 0.4487 66/2441 [..............................] - ETA: 6:01 - loss: 723.3072 - logits_profile_predictions_loss: 714.0634 - logcount_predictions_loss: 0.4487 67/2441 [..............................] - ETA: 6:01 - loss: 723.2807 - logits_profile_predictions_loss: 714.0367 - logcount_predictions_loss: 0.4487 68/2441 [..............................] - ETA: 6:01 - loss: 723.2616 - logits_profile_predictions_loss: 714.0178 - logcount_predictions_loss: 0.4487 69/2441 [..............................] - ETA: 6:01 - loss: 723.2218 - logits_profile_predictions_loss: 713.9783 - logcount_predictions_loss: 0.4487 70/2441 [..............................] - ETA: 6:01 - loss: 723.1914 - logits_profile_predictions_loss: 713.9476 - logcount_predictions_loss: 0.4487 71/2441 [..............................] - ETA: 6:00 - loss: 723.1729 - logits_profile_predictions_loss: 713.9282 - logcount_predictions_loss: 0.4488 72/2441 [..............................] - ETA: 6:00 - loss: 723.1135 - logits_profile_predictions_loss: 713.8675 - logcount_predictions_loss: 0.4488 73/2441 [..............................] - ETA: 6:00 - loss: 723.0910 - logits_profile_predictions_loss: 713.8442 - logcount_predictions_loss: 0.4489 74/2441 [..............................] - ETA: 6:00 - loss: 723.0487 - logits_profile_predictions_loss: 713.7998 - logcount_predictions_loss: 0.4490 75/2441 [..............................] - ETA: 6:00 - loss: 723.0184 - logits_profile_predictions_loss: 713.7679 - logcount_predictions_loss: 0.4490 76/2441 [..............................] - ETA: 6:00 - loss: 722.9836 - logits_profile_predictions_loss: 713.7314 - logcount_predictions_loss: 0.4491 77/2441 [..............................] - ETA: 6:00 - loss: 722.9526 - logits_profile_predictions_loss: 713.6985 - logcount_predictions_loss: 0.4492 78/2441 [..............................] - ETA: 5:59 - loss: 722.8959 - logits_profile_predictions_loss: 713.6405 - logcount_predictions_loss: 0.4493 79/2441 [..............................] - ETA: 5:59 - loss: 722.8500 - logits_profile_predictions_loss: 713.5931 - logcount_predictions_loss: 0.4494 80/2441 [..............................] - ETA: 5:59 - loss: 722.7875 - logits_profile_predictions_loss: 713.5292 - logcount_predictions_loss: 0.4494 81/2441 [..............................] - ETA: 5:59 - loss: 722.7345 - logits_profile_predictions_loss: 713.4744 - logcount_predictions_loss: 0.4495 82/2441 [>.............................] - ETA: 5:59 - loss: 722.6907 - logits_profile_predictions_loss: 713.4287 - logcount_predictions_loss: 0.4496 83/2441 [>.............................] - ETA: 5:59 - loss: 722.6712 - logits_profile_predictions_loss: 713.4066 - logcount_predictions_loss: 0.4497 84/2441 [>.............................] - ETA: 5:58 - loss: 722.6580 - logits_profile_predictions_loss: 713.3911 - logcount_predictions_loss: 0.4498 85/2441 [>.............................] - ETA: 5:58 - loss: 722.6555 - logits_profile_predictions_loss: 713.3864 - logcount_predictions_loss: 0.4499 86/2441 [>.............................] - ETA: 5:58 - loss: 722.6486 - logits_profile_predictions_loss: 713.3775 - logcount_predictions_loss: 0.4500 87/2441 [>.............................] - ETA: 5:58 - loss: 722.6404 - logits_profile_predictions_loss: 713.3671 - logcount_predictions_loss: 0.4502 88/2441 [>.............................] - ETA: 5:58 - loss: 722.6152 - logits_profile_predictions_loss: 713.3398 - logcount_predictions_loss: 0.4503 89/2441 [>.............................] - ETA: 5:58 - loss: 722.5978 - logits_profile_predictions_loss: 713.3205 - logcount_predictions_loss: 0.4503 90/2441 [>.............................] - ETA: 5:58 - loss: 722.5858 - logits_profile_predictions_loss: 713.3067 - logcount_predictions_loss: 0.4504 91/2441 [>.............................] - ETA: 5:57 - loss: 722.5559 - logits_profile_predictions_loss: 713.2755 - logcount_predictions_loss: 0.4505 92/2441 [>.............................] - ETA: 5:57 - loss: 722.5285 - logits_profile_predictions_loss: 713.2463 - logcount_predictions_loss: 0.4506 93/2441 [>.............................] - ETA: 5:57 - loss: 722.4938 - logits_profile_predictions_loss: 713.2092 - logcount_predictions_loss: 0.4507 94/2441 [>.............................] - ETA: 5:57 - loss: 722.4448 - logits_profile_predictions_loss: 713.1580 - logcount_predictions_loss: 0.4508 95/2441 [>.............................] - ETA: 5:57 - loss: 722.4099 - logits_profile_predictions_loss: 713.1213 - logcount_predictions_loss: 0.4509 96/2441 [>.............................] - ETA: 5:57 - loss: 722.3574 - 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loss: 705.5681 - logits_profile_predictions_loss: 696.0032 - logcount_predictions_loss: 0.4643 2425/2441 [============================>.] - ETA: 2s - loss: 705.5673 - logits_profile_predictions_loss: 696.0024 - logcount_predictions_loss: 0.4643 2426/2441 [============================>.] - ETA: 2s - loss: 705.5666 - logits_profile_predictions_loss: 696.0017 - logcount_predictions_loss: 0.4643 2427/2441 [============================>.] - ETA: 2s - loss: 705.5658 - logits_profile_predictions_loss: 696.0009 - logcount_predictions_loss: 0.4643 2428/2441 [============================>.] - ETA: 1s - loss: 705.5650 - logits_profile_predictions_loss: 696.0001 - logcount_predictions_loss: 0.4643 2429/2441 [============================>.] - ETA: 1s - loss: 705.5642 - logits_profile_predictions_loss: 695.9994 - logcount_predictions_loss: 0.4643 2430/2441 [============================>.] - ETA: 1s - loss: 705.5634 - logits_profile_predictions_loss: 695.9986 - logcount_predictions_loss: 0.4643 2431/2441 [============================>.] - ETA: 1s - loss: 705.5627 - logits_profile_predictions_loss: 695.9978 - logcount_predictions_loss: 0.4643 2432/2441 [============================>.] - ETA: 1s - loss: 705.5619 - logits_profile_predictions_loss: 695.9971 - logcount_predictions_loss: 0.4643 2433/2441 [============================>.] - ETA: 1s - loss: 705.5611 - logits_profile_predictions_loss: 695.9963 - logcount_predictions_loss: 0.4643 2434/2441 [============================>.] - ETA: 1s - loss: 705.5603 - logits_profile_predictions_loss: 695.9956 - logcount_predictions_loss: 0.4643 2435/2441 [============================>.] - ETA: 0s - loss: 705.5595 - logits_profile_predictions_loss: 695.9948 - logcount_predictions_loss: 0.4643 2436/2441 [============================>.] - ETA: 0s - loss: 705.5587 - logits_profile_predictions_loss: 695.9940 - logcount_predictions_loss: 0.4643 2437/2441 [============================>.] - ETA: 0s - loss: 705.5579 - logits_profile_predictions_loss: 695.9932 - logcount_predictions_loss: 0.4643 2438/2441 [============================>.] - ETA: 0s - loss: 705.5571 - logits_profile_predictions_loss: 695.9924 - logcount_predictions_loss: 0.4643 2439/2441 [============================>.] - ETA: 0s - loss: 705.5562 - logits_profile_predictions_loss: 695.9916 - logcount_predictions_loss: 0.4643 2440/2441 [============================>.] - ETA: 0s - loss: 705.5554 - logits_profile_predictions_loss: 695.9907 - logcount_predictions_loss: 0.4643 2441/2441 [==============================] - ETA: 0s - loss: 705.5545 - logits_profile_predictions_loss: 695.9899 - logcount_predictions_loss: 0.4643 2441/2441 [==============================] - 389s 159ms/step - loss: 705.5537 - logits_profile_predictions_loss: 695.9891 - logcount_predictions_loss: 0.4643 - val_loss: 753.3625 - val_logits_profile_predictions_loss: 742.6202 - val_logcount_predictions_loss: 0.5215 Epoch 00015: val_loss did not improve from 747.78729 Epoch 16/50 1/2441 [..............................] - ETA: 7:30 - loss: 518.5701 - logits_profile_predictions_loss: 508.8953 - logcount_predictions_loss: 0.4697 2/2441 [..............................] - ETA: 6:12 - loss: 526.5090 - logits_profile_predictions_loss: 516.5581 - logcount_predictions_loss: 0.4831 3/2441 [..............................] - ETA: 6:11 - loss: 547.8798 - logits_profile_predictions_loss: 537.9197 - logcount_predictions_loss: 0.4835 4/2441 [..............................] - ETA: 6:11 - loss: 563.7148 - logits_profile_predictions_loss: 553.8745 - logcount_predictions_loss: 0.4777 5/2441 [..............................] - ETA: 6:11 - loss: 573.6844 - logits_profile_predictions_loss: 563.4049 - logcount_predictions_loss: 0.4990 6/2441 [..............................] - ETA: 6:11 - loss: 582.8898 - logits_profile_predictions_loss: 572.3009 - logcount_predictions_loss: 0.5140 7/2441 [..............................] - ETA: 6:11 - loss: 590.2768 - logits_profile_predictions_loss: 579.5936 - logcount_predictions_loss: 0.5186 8/2441 [..............................] - ETA: 6:11 - loss: 597.6482 - logits_profile_predictions_loss: 586.9265 - logcount_predictions_loss: 0.5205 9/2441 [..............................] - ETA: 6:10 - loss: 604.7668 - logits_profile_predictions_loss: 593.9888 - logcount_predictions_loss: 0.5232 10/2441 [..............................] - ETA: 6:10 - loss: 611.7257 - logits_profile_predictions_loss: 600.9375 - logcount_predictions_loss: 0.5237 11/2441 [..............................] - ETA: 6:10 - loss: 618.7252 - logits_profile_predictions_loss: 607.9445 - logcount_predictions_loss: 0.5233 12/2441 [..............................] - ETA: 6:10 - loss: 624.8733 - logits_profile_predictions_loss: 614.0830 - logcount_predictions_loss: 0.5238 13/2441 [..............................] - ETA: 6:09 - loss: 629.2009 - logits_profile_predictions_loss: 618.4122 - logcount_predictions_loss: 0.5237 14/2441 [..............................] - ETA: 6:09 - loss: 632.6692 - logits_profile_predictions_loss: 621.9036 - logcount_predictions_loss: 0.5226 15/2441 [..............................] - ETA: 6:09 - loss: 635.8107 - logits_profile_predictions_loss: 625.0666 - logcount_predictions_loss: 0.5216 16/2441 [..............................] - ETA: 6:09 - loss: 638.4077 - logits_profile_predictions_loss: 627.6889 - logcount_predictions_loss: 0.5203 17/2441 [..............................] - ETA: 6:09 - loss: 640.3297 - logits_profile_predictions_loss: 629.6111 - logcount_predictions_loss: 0.5203 18/2441 [..............................] - ETA: 6:09 - loss: 642.5954 - logits_profile_predictions_loss: 631.8804 - logcount_predictions_loss: 0.5201 19/2441 [..............................] - ETA: 6:08 - loss: 644.5095 - logits_profile_predictions_loss: 633.7984 - logcount_predictions_loss: 0.5200 20/2441 [..............................] - ETA: 6:08 - loss: 646.2094 - logits_profile_predictions_loss: 635.5040 - logcount_predictions_loss: 0.5197 21/2441 [..............................] - ETA: 6:08 - loss: 647.9734 - logits_profile_predictions_loss: 637.2759 - logcount_predictions_loss: 0.5193 22/2441 [..............................] - ETA: 6:08 - loss: 649.8398 - logits_profile_predictions_loss: 639.1517 - logcount_predictions_loss: 0.5188 23/2441 [..............................] - ETA: 6:08 - loss: 651.8032 - logits_profile_predictions_loss: 641.1313 - logcount_predictions_loss: 0.5181 24/2441 [..............................] - ETA: 6:08 - loss: 653.6219 - logits_profile_predictions_loss: 642.9707 - logcount_predictions_loss: 0.5171 25/2441 [..............................] - ETA: 6:07 - loss: 655.3182 - logits_profile_predictions_loss: 644.6863 - logcount_predictions_loss: 0.5161 26/2441 [..............................] - ETA: 6:07 - loss: 656.8800 - logits_profile_predictions_loss: 646.2673 - logcount_predictions_loss: 0.5152 27/2441 [..............................] - ETA: 6:07 - loss: 658.3482 - logits_profile_predictions_loss: 647.7542 - logcount_predictions_loss: 0.5143 28/2441 [..............................] - ETA: 6:07 - loss: 659.7504 - logits_profile_predictions_loss: 649.1761 - logcount_predictions_loss: 0.5133 29/2441 [..............................] - ETA: 6:07 - loss: 661.2351 - logits_profile_predictions_loss: 650.6818 - logcount_predictions_loss: 0.5123 30/2441 [..............................] - ETA: 6:07 - loss: 662.5818 - logits_profile_predictions_loss: 652.0458 - logcount_predictions_loss: 0.5115 31/2441 [..............................] - ETA: 6:06 - loss: 664.1200 - logits_profile_predictions_loss: 653.6030 - logcount_predictions_loss: 0.5105 32/2441 [..............................] - ETA: 6:06 - loss: 665.5659 - logits_profile_predictions_loss: 655.0670 - logcount_predictions_loss: 0.5097 33/2441 [..............................] - ETA: 6:06 - loss: 666.8865 - logits_profile_predictions_loss: 656.4053 - logcount_predictions_loss: 0.5088 34/2441 [..............................] - ETA: 6:06 - loss: 668.1278 - logits_profile_predictions_loss: 657.6640 - logcount_predictions_loss: 0.5079 35/2441 [..............................] - ETA: 6:06 - loss: 669.3179 - logits_profile_predictions_loss: 658.8689 - logcount_predictions_loss: 0.5072 36/2441 [..............................] - ETA: 6:06 - loss: 670.4050 - logits_profile_predictions_loss: 659.9710 - logcount_predictions_loss: 0.5065 37/2441 [..............................] - ETA: 6:06 - loss: 671.4216 - logits_profile_predictions_loss: 660.9994 - logcount_predictions_loss: 0.5059 38/2441 [..............................] - ETA: 6:05 - loss: 672.3736 - logits_profile_predictions_loss: 661.9626 - logcount_predictions_loss: 0.5054 39/2441 [..............................] - ETA: 6:05 - loss: 673.3327 - logits_profile_predictions_loss: 662.9298 - logcount_predictions_loss: 0.5050 40/2441 [..............................] - ETA: 6:05 - loss: 674.2275 - logits_profile_predictions_loss: 663.8327 - logcount_predictions_loss: 0.5046 41/2441 [..............................] - ETA: 6:05 - loss: 675.0486 - logits_profile_predictions_loss: 664.6613 - logcount_predictions_loss: 0.5042 42/2441 [..............................] - ETA: 6:05 - loss: 675.8412 - logits_profile_predictions_loss: 665.4615 - logcount_predictions_loss: 0.5039 43/2441 [..............................] - ETA: 6:05 - loss: 676.6060 - logits_profile_predictions_loss: 666.2343 - logcount_predictions_loss: 0.5035 44/2441 [..............................] - ETA: 6:05 - loss: 677.3778 - logits_profile_predictions_loss: 667.0155 - logcount_predictions_loss: 0.5030 45/2441 [..............................] - ETA: 6:04 - loss: 678.1387 - logits_profile_predictions_loss: 667.7820 - logcount_predictions_loss: 0.5028 46/2441 [..............................] - ETA: 6:04 - loss: 678.8164 - logits_profile_predictions_loss: 668.4652 - logcount_predictions_loss: 0.5025 47/2441 [..............................] - ETA: 6:04 - loss: 679.4097 - logits_profile_predictions_loss: 669.0647 - logcount_predictions_loss: 0.5022 48/2441 [..............................] - ETA: 6:04 - loss: 680.0533 - logits_profile_predictions_loss: 669.7149 - logcount_predictions_loss: 0.5019 49/2441 [..............................] - ETA: 6:04 - loss: 680.6666 - logits_profile_predictions_loss: 670.3356 - logcount_predictions_loss: 0.5015 50/2441 [..............................] - ETA: 6:04 - loss: 681.2109 - logits_profile_predictions_loss: 670.8876 - logcount_predictions_loss: 0.5011 51/2441 [..............................] - ETA: 6:03 - loss: 681.7228 - logits_profile_predictions_loss: 671.4068 - logcount_predictions_loss: 0.5008 52/2441 [..............................] - ETA: 6:03 - loss: 682.2121 - logits_profile_predictions_loss: 671.9040 - logcount_predictions_loss: 0.5004 53/2441 [..............................] - ETA: 6:03 - loss: 682.6490 - logits_profile_predictions_loss: 672.3486 - logcount_predictions_loss: 0.5000 54/2441 [..............................] - ETA: 6:03 - loss: 683.0179 - logits_profile_predictions_loss: 672.7263 - logcount_predictions_loss: 0.4996 55/2441 [..............................] - ETA: 6:03 - loss: 683.3713 - logits_profile_predictions_loss: 673.0890 - logcount_predictions_loss: 0.4991 56/2441 [..............................] - ETA: 6:03 - loss: 683.7435 - logits_profile_predictions_loss: 673.4704 - logcount_predictions_loss: 0.4987 57/2441 [..............................] - ETA: 6:03 - loss: 684.1238 - logits_profile_predictions_loss: 673.8593 - logcount_predictions_loss: 0.4983 58/2441 [..............................] - ETA: 6:02 - loss: 684.4527 - logits_profile_predictions_loss: 674.1966 - logcount_predictions_loss: 0.4979 59/2441 [..............................] - ETA: 6:02 - loss: 684.7698 - logits_profile_predictions_loss: 674.5229 - logcount_predictions_loss: 0.4974 60/2441 [..............................] - ETA: 6:02 - loss: 685.1036 - logits_profile_predictions_loss: 674.8656 - logcount_predictions_loss: 0.4970 61/2441 [..............................] - ETA: 6:02 - loss: 685.4390 - logits_profile_predictions_loss: 675.2107 - logcount_predictions_loss: 0.4965 62/2441 [..............................] - ETA: 6:02 - loss: 685.7464 - logits_profile_predictions_loss: 675.5259 - logcount_predictions_loss: 0.4961 63/2441 [..............................] - ETA: 6:02 - loss: 686.0524 - logits_profile_predictions_loss: 675.8400 - logcount_predictions_loss: 0.4957 64/2441 [..............................] - ETA: 6:01 - loss: 686.3320 - logits_profile_predictions_loss: 676.1281 - logcount_predictions_loss: 0.4953 65/2441 [..............................] - ETA: 6:01 - loss: 686.6158 - logits_profile_predictions_loss: 676.4204 - logcount_predictions_loss: 0.4949 66/2441 [..............................] - ETA: 6:01 - loss: 686.8977 - logits_profile_predictions_loss: 676.7106 - logcount_predictions_loss: 0.4945 67/2441 [..............................] - ETA: 6:01 - loss: 687.1536 - logits_profile_predictions_loss: 676.9744 - logcount_predictions_loss: 0.4941 68/2441 [..............................] - ETA: 6:01 - loss: 687.4112 - logits_profile_predictions_loss: 677.2403 - logcount_predictions_loss: 0.4937 69/2441 [..............................] - ETA: 6:01 - loss: 687.6711 - logits_profile_predictions_loss: 677.5086 - logcount_predictions_loss: 0.4933 70/2441 [..............................] - ETA: 6:01 - loss: 687.8967 - logits_profile_predictions_loss: 677.7424 - logcount_predictions_loss: 0.4929 71/2441 [..............................] - ETA: 6:00 - loss: 688.0940 - logits_profile_predictions_loss: 677.9478 - logcount_predictions_loss: 0.4925 72/2441 [..............................] - ETA: 6:00 - loss: 688.3069 - logits_profile_predictions_loss: 678.1683 - logcount_predictions_loss: 0.4922 73/2441 [..............................] - ETA: 6:00 - loss: 688.5278 - logits_profile_predictions_loss: 678.3969 - logcount_predictions_loss: 0.4918 74/2441 [..............................] - ETA: 6:00 - loss: 688.7318 - logits_profile_predictions_loss: 678.6090 - logcount_predictions_loss: 0.4914 75/2441 [..............................] - ETA: 6:00 - loss: 688.9266 - logits_profile_predictions_loss: 678.8118 - logcount_predictions_loss: 0.4910 76/2441 [..............................] - ETA: 6:00 - loss: 689.1259 - logits_profile_predictions_loss: 679.0194 - logcount_predictions_loss: 0.4906 77/2441 [..............................] - ETA: 5:59 - loss: 689.2834 - logits_profile_predictions_loss: 679.1849 - logcount_predictions_loss: 0.4902 78/2441 [..............................] - ETA: 5:59 - loss: 689.4374 - logits_profile_predictions_loss: 679.3472 - logcount_predictions_loss: 0.4898 79/2441 [..............................] - ETA: 5:59 - loss: 689.5916 - logits_profile_predictions_loss: 679.5097 - logcount_predictions_loss: 0.4894 80/2441 [..............................] - ETA: 5:59 - loss: 689.7347 - logits_profile_predictions_loss: 679.6609 - logcount_predictions_loss: 0.4890 81/2441 [..............................] - ETA: 5:59 - loss: 689.8860 - logits_profile_predictions_loss: 679.8201 - logcount_predictions_loss: 0.4886 82/2441 [>.............................] - ETA: 5:59 - loss: 690.0369 - logits_profile_predictions_loss: 679.9793 - logcount_predictions_loss: 0.4882 83/2441 [>.............................] - ETA: 5:59 - loss: 690.1869 - logits_profile_predictions_loss: 680.1368 - logcount_predictions_loss: 0.4879 84/2441 [>.............................] - ETA: 5:58 - loss: 690.3302 - logits_profile_predictions_loss: 680.2875 - logcount_predictions_loss: 0.4875 85/2441 [>.............................] - ETA: 5:58 - loss: 690.4649 - logits_profile_predictions_loss: 680.4289 - logcount_predictions_loss: 0.4872 86/2441 [>.............................] - ETA: 5:58 - loss: 690.6064 - logits_profile_predictions_loss: 680.5768 - logcount_predictions_loss: 0.4869 87/2441 [>.............................] - ETA: 5:58 - loss: 690.7458 - logits_profile_predictions_loss: 680.7222 - logcount_predictions_loss: 0.4866 88/2441 [>.............................] - ETA: 5:58 - loss: 690.8749 - logits_profile_predictions_loss: 680.8576 - logcount_predictions_loss: 0.4863 89/2441 [>.............................] - ETA: 5:58 - loss: 691.0152 - logits_profile_predictions_loss: 681.0038 - logcount_predictions_loss: 0.4860 90/2441 [>.............................] - ETA: 5:57 - loss: 691.1608 - logits_profile_predictions_loss: 681.1551 - logcount_predictions_loss: 0.4857 91/2441 [>.............................] - ETA: 5:57 - loss: 691.3106 - logits_profile_predictions_loss: 681.3100 - logcount_predictions_loss: 0.4855 92/2441 [>.............................] - ETA: 5:57 - loss: 691.4628 - logits_profile_predictions_loss: 681.4672 - logcount_predictions_loss: 0.4852 93/2441 [>.............................] - ETA: 5:57 - loss: 691.6203 - logits_profile_predictions_loss: 681.6294 - logcount_predictions_loss: 0.4850 94/2441 [>.............................] - ETA: 5:57 - loss: 691.7693 - logits_profile_predictions_loss: 681.7827 - logcount_predictions_loss: 0.4848 95/2441 [>.............................] - ETA: 5:57 - loss: 691.9135 - logits_profile_predictions_loss: 681.9308 - logcount_predictions_loss: 0.4846 96/2441 [>.............................] - ETA: 5:57 - loss: 692.0507 - logits_profile_predictions_loss: 682.0721 - logcount_predictions_loss: 0.4844 97/2441 [>.............................] - ETA: 5:56 - loss: 692.1788 - logits_profile_predictions_loss: 682.2043 - logcount_predictions_loss: 0.4842 98/2441 [>.............................] - ETA: 5:56 - loss: 692.3055 - logits_profile_predictions_loss: 682.3352 - logcount_predictions_loss: 0.4840 99/2441 [>.............................] - ETA: 5:56 - loss: 692.4273 - logits_profile_predictions_loss: 682.4613 - logcount_predictions_loss: 0.4838 100/2441 [>.............................] - ETA: 5:56 - loss: 692.5479 - logits_profile_predictions_loss: 682.5858 - logcount_predictions_loss: 0.4836 101/2441 [>.............................] - ETA: 5:56 - loss: 692.6661 - logits_profile_predictions_loss: 682.7081 - logcount_predictions_loss: 0.4834 102/2441 [>.............................] - ETA: 5:56 - loss: 692.7792 - logits_profile_predictions_loss: 682.8248 - logcount_predictions_loss: 0.4832 103/2441 [>.............................] - ETA: 5:55 - loss: 692.8878 - logits_profile_predictions_loss: 682.9373 - logcount_predictions_loss: 0.4830 104/2441 [>.............................] - ETA: 5:55 - loss: 693.0105 - logits_profile_predictions_loss: 683.0638 - logcount_predictions_loss: 0.4828 105/2441 [>.............................] - ETA: 5:55 - loss: 693.1494 - logits_profile_predictions_loss: 683.2069 - logcount_predictions_loss: 0.4826 106/2441 [>.............................] - ETA: 5:55 - loss: 693.2870 - logits_profile_predictions_loss: 683.3487 - logcount_predictions_loss: 0.4824 107/2441 [>.............................] - ETA: 5:55 - loss: 693.4389 - logits_profile_predictions_loss: 683.5047 - logcount_predictions_loss: 0.4822 108/2441 [>.............................] - ETA: 5:55 - loss: 693.6044 - logits_profile_predictions_loss: 683.6742 - logcount_predictions_loss: 0.4820 109/2441 [>.............................] - ETA: 5:54 - loss: 693.7643 - logits_profile_predictions_loss: 683.8380 - logcount_predictions_loss: 0.4819 110/2441 [>.............................] - ETA: 5:54 - loss: 693.9262 - logits_profile_predictions_loss: 684.0039 - logcount_predictions_loss: 0.4817 111/2441 [>.............................] - ETA: 5:54 - loss: 694.0886 - logits_profile_predictions_loss: 684.1701 - logcount_predictions_loss: 0.4815 112/2441 [>.............................] - ETA: 5:54 - loss: 694.2513 - logits_profile_predictions_loss: 684.3368 - logcount_predictions_loss: 0.4813 113/2441 [>.............................] - ETA: 5:54 - loss: 694.4037 - logits_profile_predictions_loss: 684.4930 - logcount_predictions_loss: 0.4811 114/2441 [>.............................] - ETA: 5:54 - loss: 694.5527 - logits_profile_predictions_loss: 684.6457 - logcount_predictions_loss: 0.4809 115/2441 [>.............................] - ETA: 5:54 - loss: 694.6952 - logits_profile_predictions_loss: 684.7916 - logcount_predictions_loss: 0.4808 116/2441 [>.............................] - ETA: 5:53 - loss: 694.8383 - logits_profile_predictions_loss: 684.9380 - logcount_predictions_loss: 0.4806 117/2441 [>.............................] - ETA: 5:53 - loss: 694.9759 - logits_profile_predictions_loss: 685.0789 - logcount_predictions_loss: 0.4804 118/2441 [>.............................] - ETA: 5:53 - loss: 695.1070 - logits_profile_predictions_loss: 685.2131 - logcount_predictions_loss: 0.4803 119/2441 [>.............................] - ETA: 5:53 - loss: 695.2437 - 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[=====>........................] - ETA: 4:56 - loss: 700.0303 - logits_profile_predictions_loss: 690.5950 - logcount_predictions_loss: 0.4580 491/2441 [=====>........................] - ETA: 4:56 - loss: 700.0251 - logits_profile_predictions_loss: 690.5903 - logcount_predictions_loss: 0.4580 492/2441 [=====>........................] - ETA: 4:56 - loss: 700.0198 - logits_profile_predictions_loss: 690.5854 - logcount_predictions_loss: 0.4580 493/2441 [=====>........................] - ETA: 4:56 - loss: 700.0151 - logits_profile_predictions_loss: 690.5812 - logcount_predictions_loss: 0.4580 494/2441 [=====>........................] - ETA: 4:55 - loss: 700.0105 - logits_profile_predictions_loss: 690.5771 - logcount_predictions_loss: 0.4579 495/2441 [=====>........................] - ETA: 4:55 - loss: 700.0061 - logits_profile_predictions_loss: 690.5731 - logcount_predictions_loss: 0.4579 496/2441 [=====>........................] - ETA: 4:55 - loss: 700.0018 - logits_profile_predictions_loss: 690.5692 - logcount_predictions_loss: 0.4579 497/2441 [=====>........................] - ETA: 4:55 - loss: 699.9975 - logits_profile_predictions_loss: 690.5654 - logcount_predictions_loss: 0.4579 498/2441 [=====>........................] - ETA: 4:55 - loss: 699.9925 - logits_profile_predictions_loss: 690.5608 - logcount_predictions_loss: 0.4579 499/2441 [=====>........................] - ETA: 4:55 - loss: 699.9873 - logits_profile_predictions_loss: 690.5560 - logcount_predictions_loss: 0.4578 500/2441 [=====>........................] - ETA: 4:55 - loss: 699.9817 - logits_profile_predictions_loss: 690.5508 - logcount_predictions_loss: 0.4578 501/2441 [=====>........................] - ETA: 4:54 - loss: 699.9757 - logits_profile_predictions_loss: 690.5452 - logcount_predictions_loss: 0.4578 502/2441 [=====>........................] - ETA: 4:54 - loss: 699.9699 - logits_profile_predictions_loss: 690.5398 - logcount_predictions_loss: 0.4578 503/2441 [=====>........................] - ETA: 4:54 - loss: 699.9640 - logits_profile_predictions_loss: 690.5344 - logcount_predictions_loss: 0.4578 504/2441 [=====>........................] - ETA: 4:54 - loss: 699.9580 - logits_profile_predictions_loss: 690.5288 - logcount_predictions_loss: 0.4577 505/2441 [=====>........................] - ETA: 4:54 - loss: 699.9521 - logits_profile_predictions_loss: 690.5233 - logcount_predictions_loss: 0.4577 506/2441 [=====>........................] - ETA: 4:54 - loss: 699.9457 - logits_profile_predictions_loss: 690.5173 - logcount_predictions_loss: 0.4577 507/2441 [=====>........................] - ETA: 4:53 - loss: 699.9396 - logits_profile_predictions_loss: 690.5116 - logcount_predictions_loss: 0.4577 508/2441 [=====>........................] - ETA: 4:53 - loss: 699.9338 - logits_profile_predictions_loss: 690.5062 - logcount_predictions_loss: 0.4577 509/2441 [=====>........................] - ETA: 4:53 - loss: 699.9278 - 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[============================>.] - ETA: 5s - loss: 698.0162 - logits_profile_predictions_loss: 688.7552 - logcount_predictions_loss: 0.4496 2409/2441 [============================>.] - ETA: 4s - loss: 698.0162 - logits_profile_predictions_loss: 688.7552 - logcount_predictions_loss: 0.4496 2410/2441 [============================>.] - ETA: 4s - loss: 698.0161 - logits_profile_predictions_loss: 688.7552 - logcount_predictions_loss: 0.4496 2411/2441 [============================>.] - ETA: 4s - loss: 698.0161 - logits_profile_predictions_loss: 688.7551 - logcount_predictions_loss: 0.4496 2412/2441 [============================>.] - ETA: 4s - loss: 698.0161 - logits_profile_predictions_loss: 688.7551 - logcount_predictions_loss: 0.4496 2413/2441 [============================>.] - ETA: 4s - loss: 698.0161 - logits_profile_predictions_loss: 688.7551 - logcount_predictions_loss: 0.4496 2414/2441 [============================>.] - ETA: 4s - loss: 698.0161 - logits_profile_predictions_loss: 688.7552 - logcount_predictions_loss: 0.4496 2415/2441 [============================>.] - ETA: 3s - loss: 698.0161 - logits_profile_predictions_loss: 688.7552 - logcount_predictions_loss: 0.4496 2416/2441 [============================>.] - ETA: 3s - loss: 698.0162 - logits_profile_predictions_loss: 688.7553 - logcount_predictions_loss: 0.4496 2417/2441 [============================>.] - ETA: 3s - loss: 698.0162 - logits_profile_predictions_loss: 688.7553 - logcount_predictions_loss: 0.4496 2418/2441 [============================>.] - ETA: 3s - loss: 698.0163 - logits_profile_predictions_loss: 688.7554 - logcount_predictions_loss: 0.4496 2419/2441 [============================>.] - ETA: 3s - loss: 698.0163 - logits_profile_predictions_loss: 688.7555 - logcount_predictions_loss: 0.4496 2420/2441 [============================>.] - ETA: 3s - loss: 698.0164 - logits_profile_predictions_loss: 688.7555 - logcount_predictions_loss: 0.4496 2421/2441 [============================>.] - ETA: 3s - loss: 698.0164 - logits_profile_predictions_loss: 688.7556 - logcount_predictions_loss: 0.4496 2422/2441 [============================>.] - ETA: 2s - loss: 698.0165 - logits_profile_predictions_loss: 688.7556 - logcount_predictions_loss: 0.4496 2423/2441 [============================>.] - ETA: 2s - loss: 698.0165 - logits_profile_predictions_loss: 688.7557 - logcount_predictions_loss: 0.4496 2424/2441 [============================>.] - ETA: 2s - loss: 698.0166 - logits_profile_predictions_loss: 688.7558 - logcount_predictions_loss: 0.4496 2425/2441 [============================>.] - ETA: 2s - loss: 698.0166 - logits_profile_predictions_loss: 688.7558 - logcount_predictions_loss: 0.4496 2426/2441 [============================>.] - ETA: 2s - loss: 698.0167 - logits_profile_predictions_loss: 688.7559 - logcount_predictions_loss: 0.4496 2427/2441 [============================>.] - ETA: 2s - loss: 698.0168 - logits_profile_predictions_loss: 688.7560 - logcount_predictions_loss: 0.4496 2428/2441 [============================>.] - ETA: 1s - loss: 698.0169 - logits_profile_predictions_loss: 688.7561 - logcount_predictions_loss: 0.4496 2429/2441 [============================>.] - ETA: 1s - loss: 698.0169 - logits_profile_predictions_loss: 688.7562 - logcount_predictions_loss: 0.4496 2430/2441 [============================>.] - ETA: 1s - loss: 698.0170 - logits_profile_predictions_loss: 688.7562 - logcount_predictions_loss: 0.4496 2431/2441 [============================>.] - ETA: 1s - loss: 698.0170 - logits_profile_predictions_loss: 688.7563 - logcount_predictions_loss: 0.4496 2432/2441 [============================>.] - ETA: 1s - loss: 698.0170 - logits_profile_predictions_loss: 688.7563 - logcount_predictions_loss: 0.4496 2433/2441 [============================>.] - ETA: 1s - loss: 698.0171 - logits_profile_predictions_loss: 688.7564 - logcount_predictions_loss: 0.4496 2434/2441 [============================>.] - ETA: 1s - loss: 698.0172 - logits_profile_predictions_loss: 688.7564 - logcount_predictions_loss: 0.4496 2435/2441 [============================>.] - ETA: 0s - loss: 698.0172 - logits_profile_predictions_loss: 688.7565 - logcount_predictions_loss: 0.4496 2436/2441 [============================>.] - ETA: 0s - loss: 698.0173 - logits_profile_predictions_loss: 688.7566 - logcount_predictions_loss: 0.4496 2437/2441 [============================>.] - ETA: 0s - loss: 698.0173 - logits_profile_predictions_loss: 688.7566 - logcount_predictions_loss: 0.4496 2438/2441 [============================>.] - ETA: 0s - loss: 698.0174 - logits_profile_predictions_loss: 688.7567 - logcount_predictions_loss: 0.4496 2439/2441 [============================>.] - ETA: 0s - loss: 698.0175 - logits_profile_predictions_loss: 688.7568 - logcount_predictions_loss: 0.4496 2440/2441 [============================>.] - ETA: 0s - loss: 698.0175 - logits_profile_predictions_loss: 688.7568 - logcount_predictions_loss: 0.4496 2441/2441 [==============================] - ETA: 0s - loss: 698.0176 - logits_profile_predictions_loss: 688.7569 - logcount_predictions_loss: 0.4496 2441/2441 [==============================] - 389s 159ms/step - loss: 698.0176 - logits_profile_predictions_loss: 688.7569 - logcount_predictions_loss: 0.4496 - val_loss: 753.3376 - val_logits_profile_predictions_loss: 741.0379 - val_logcount_predictions_loss: 0.5971 Epoch 00016: val_loss did not improve from 747.78729 Epoch 17/50 1/2441 [..............................] - ETA: 7:35 - loss: 629.8497 - logits_profile_predictions_loss: 622.5086 - logcount_predictions_loss: 0.3564 2/2441 [..............................] - ETA: 6:14 - loss: 664.7132 - logits_profile_predictions_loss: 656.4054 - logcount_predictions_loss: 0.4033 3/2441 [..............................] - ETA: 6:13 - loss: 679.0420 - logits_profile_predictions_loss: 670.5645 - logcount_predictions_loss: 0.4115 4/2441 [..............................] - ETA: 6:12 - loss: 687.0385 - logits_profile_predictions_loss: 678.5473 - logcount_predictions_loss: 0.4122 5/2441 [..............................] - ETA: 6:12 - loss: 693.5984 - logits_profile_predictions_loss: 685.1120 - logcount_predictions_loss: 0.4120 6/2441 [..............................] - ETA: 6:11 - loss: 696.1687 - logits_profile_predictions_loss: 687.6611 - logcount_predictions_loss: 0.4130 7/2441 [..............................] - ETA: 6:11 - loss: 696.5863 - logits_profile_predictions_loss: 688.0886 - logcount_predictions_loss: 0.4125 8/2441 [..............................] - ETA: 6:11 - loss: 696.1730 - logits_profile_predictions_loss: 687.6982 - logcount_predictions_loss: 0.4114 9/2441 [..............................] - ETA: 6:10 - loss: 695.2140 - logits_profile_predictions_loss: 686.7358 - logcount_predictions_loss: 0.4116 10/2441 [..............................] - ETA: 6:10 - loss: 696.7091 - logits_profile_predictions_loss: 688.2016 - logcount_predictions_loss: 0.4130 11/2441 [..............................] - ETA: 6:10 - loss: 698.0988 - logits_profile_predictions_loss: 689.5850 - logcount_predictions_loss: 0.4133 12/2441 [..............................] - ETA: 6:10 - loss: 699.7210 - logits_profile_predictions_loss: 691.2082 - logcount_predictions_loss: 0.4132 13/2441 [..............................] - ETA: 6:09 - loss: 701.2104 - logits_profile_predictions_loss: 692.7059 - logcount_predictions_loss: 0.4128 14/2441 [..............................] - ETA: 6:09 - loss: 702.3886 - logits_profile_predictions_loss: 693.8897 - logcount_predictions_loss: 0.4126 15/2441 [..............................] - ETA: 6:09 - loss: 703.2929 - logits_profile_predictions_loss: 694.8015 - logcount_predictions_loss: 0.4122 16/2441 [..............................] - ETA: 6:09 - loss: 703.7940 - logits_profile_predictions_loss: 695.3072 - logcount_predictions_loss: 0.4120 17/2441 [..............................] - ETA: 6:09 - loss: 704.1508 - logits_profile_predictions_loss: 695.6656 - logcount_predictions_loss: 0.4119 18/2441 [..............................] - ETA: 6:08 - loss: 704.8070 - logits_profile_predictions_loss: 696.3111 - logcount_predictions_loss: 0.4124 19/2441 [..............................] - ETA: 6:08 - loss: 705.2070 - logits_profile_predictions_loss: 696.7039 - logcount_predictions_loss: 0.4128 20/2441 [..............................] - ETA: 6:08 - loss: 705.3573 - logits_profile_predictions_loss: 696.8536 - logcount_predictions_loss: 0.4128 21/2441 [..............................] - ETA: 6:08 - loss: 705.2269 - logits_profile_predictions_loss: 696.7271 - logcount_predictions_loss: 0.4126 22/2441 [..............................] - ETA: 6:08 - loss: 704.9417 - logits_profile_predictions_loss: 696.4528 - logcount_predictions_loss: 0.4121 23/2441 [..............................] - ETA: 6:08 - loss: 704.5241 - logits_profile_predictions_loss: 696.0451 - logcount_predictions_loss: 0.4116 24/2441 [..............................] - ETA: 6:07 - loss: 704.2172 - logits_profile_predictions_loss: 695.7477 - logcount_predictions_loss: 0.4111 25/2441 [..............................] - ETA: 6:07 - loss: 703.9056 - logits_profile_predictions_loss: 695.4377 - logcount_predictions_loss: 0.4111 26/2441 [..............................] - ETA: 6:07 - loss: 703.5322 - logits_profile_predictions_loss: 695.0636 - logcount_predictions_loss: 0.4111 27/2441 [..............................] - ETA: 6:07 - loss: 703.2838 - logits_profile_predictions_loss: 694.8161 - logcount_predictions_loss: 0.4110 28/2441 [..............................] - ETA: 6:07 - loss: 702.9991 - logits_profile_predictions_loss: 694.5335 - logcount_predictions_loss: 0.4109 29/2441 [..............................] - ETA: 6:07 - loss: 702.7830 - logits_profile_predictions_loss: 694.3210 - logcount_predictions_loss: 0.4108 30/2441 [..............................] - ETA: 6:07 - loss: 702.4911 - logits_profile_predictions_loss: 694.0308 - logcount_predictions_loss: 0.4107 31/2441 [..............................] - ETA: 6:06 - loss: 702.2925 - logits_profile_predictions_loss: 693.8267 - logcount_predictions_loss: 0.4110 32/2441 [..............................] - ETA: 6:06 - loss: 702.0564 - logits_profile_predictions_loss: 693.5833 - logcount_predictions_loss: 0.4113 33/2441 [..............................] - ETA: 6:06 - loss: 701.9444 - logits_profile_predictions_loss: 693.4624 - logcount_predictions_loss: 0.4117 34/2441 [..............................] - ETA: 6:06 - loss: 701.8555 - logits_profile_predictions_loss: 693.3650 - logcount_predictions_loss: 0.4122 35/2441 [..............................] - ETA: 6:06 - loss: 701.7717 - logits_profile_predictions_loss: 693.2766 - logcount_predictions_loss: 0.4124 36/2441 [..............................] - ETA: 6:06 - loss: 701.7129 - logits_profile_predictions_loss: 693.2142 - logcount_predictions_loss: 0.4126 37/2441 [..............................] - ETA: 6:05 - loss: 701.6570 - logits_profile_predictions_loss: 693.1541 - logcount_predictions_loss: 0.4128 38/2441 [..............................] - ETA: 6:05 - loss: 701.5410 - logits_profile_predictions_loss: 693.0329 - logcount_predictions_loss: 0.4130 39/2441 [..............................] - ETA: 6:05 - loss: 701.4659 - logits_profile_predictions_loss: 692.9541 - logcount_predictions_loss: 0.4132 40/2441 [..............................] - ETA: 6:05 - loss: 701.4846 - logits_profile_predictions_loss: 692.9685 - logcount_predictions_loss: 0.4134 41/2441 [..............................] - ETA: 6:05 - loss: 701.4569 - logits_profile_predictions_loss: 692.9370 - logcount_predictions_loss: 0.4136 42/2441 [..............................] - ETA: 6:05 - loss: 701.4218 - logits_profile_predictions_loss: 692.8988 - logcount_predictions_loss: 0.4137 43/2441 [..............................] - ETA: 6:04 - loss: 701.4354 - logits_profile_predictions_loss: 692.9109 - logcount_predictions_loss: 0.4138 44/2441 [..............................] - ETA: 6:04 - loss: 701.5428 - logits_profile_predictions_loss: 693.0174 - logcount_predictions_loss: 0.4139 45/2441 [..............................] - ETA: 6:04 - loss: 701.6010 - logits_profile_predictions_loss: 693.0728 - logcount_predictions_loss: 0.4140 46/2441 [..............................] - ETA: 6:04 - loss: 701.6874 - logits_profile_predictions_loss: 693.1560 - logcount_predictions_loss: 0.4141 47/2441 [..............................] - ETA: 6:04 - loss: 701.7642 - logits_profile_predictions_loss: 693.2307 - logcount_predictions_loss: 0.4142 48/2441 [..............................] - ETA: 6:04 - loss: 701.8123 - logits_profile_predictions_loss: 693.2776 - logcount_predictions_loss: 0.4143 49/2441 [..............................] - ETA: 6:03 - loss: 701.8862 - logits_profile_predictions_loss: 693.3501 - logcount_predictions_loss: 0.4144 50/2441 [..............................] - ETA: 6:03 - loss: 701.9595 - logits_profile_predictions_loss: 693.4226 - logcount_predictions_loss: 0.4144 51/2441 [..............................] - ETA: 6:03 - loss: 702.0769 - logits_profile_predictions_loss: 693.5375 - logcount_predictions_loss: 0.4145 52/2441 [..............................] - ETA: 6:03 - loss: 702.1924 - logits_profile_predictions_loss: 693.6488 - logcount_predictions_loss: 0.4147 53/2441 [..............................] - ETA: 6:03 - loss: 702.2945 - logits_profile_predictions_loss: 693.7471 - logcount_predictions_loss: 0.4149 54/2441 [..............................] - ETA: 6:03 - loss: 702.3955 - logits_profile_predictions_loss: 693.8451 - logcount_predictions_loss: 0.4151 55/2441 [..............................] - ETA: 6:03 - loss: 702.4921 - logits_profile_predictions_loss: 693.9392 - logcount_predictions_loss: 0.4152 56/2441 [..............................] - ETA: 6:02 - loss: 702.5899 - logits_profile_predictions_loss: 694.0344 - logcount_predictions_loss: 0.4153 57/2441 [..............................] - ETA: 6:02 - loss: 702.6523 - logits_profile_predictions_loss: 694.0948 - logcount_predictions_loss: 0.4154 58/2441 [..............................] - ETA: 6:02 - loss: 702.7119 - logits_profile_predictions_loss: 694.1519 - logcount_predictions_loss: 0.4155 59/2441 [..............................] - ETA: 6:02 - loss: 702.7405 - logits_profile_predictions_loss: 694.1789 - logcount_predictions_loss: 0.4156 60/2441 [..............................] - ETA: 6:02 - loss: 702.7874 - logits_profile_predictions_loss: 694.2247 - logcount_predictions_loss: 0.4157 61/2441 [..............................] - ETA: 6:02 - loss: 702.8005 - logits_profile_predictions_loss: 694.2370 - logcount_predictions_loss: 0.4157 62/2441 [..............................] - ETA: 6:01 - loss: 702.8431 - logits_profile_predictions_loss: 694.2793 - logcount_predictions_loss: 0.4157 63/2441 [..............................] - ETA: 6:01 - loss: 702.8698 - logits_profile_predictions_loss: 694.3067 - logcount_predictions_loss: 0.4157 64/2441 [..............................] - ETA: 6:01 - loss: 702.8813 - logits_profile_predictions_loss: 694.3181 - logcount_predictions_loss: 0.4157 65/2441 [..............................] - ETA: 6:01 - loss: 702.8914 - logits_profile_predictions_loss: 694.3276 - logcount_predictions_loss: 0.4157 66/2441 [..............................] - ETA: 6:01 - loss: 702.8797 - logits_profile_predictions_loss: 694.3155 - logcount_predictions_loss: 0.4157 67/2441 [..............................] - ETA: 6:01 - loss: 702.8616 - logits_profile_predictions_loss: 694.2968 - logcount_predictions_loss: 0.4158 68/2441 [..............................] - ETA: 6:01 - loss: 702.8583 - logits_profile_predictions_loss: 694.2934 - logcount_predictions_loss: 0.4158 69/2441 [..............................] - ETA: 6:00 - loss: 702.8498 - logits_profile_predictions_loss: 694.2843 - logcount_predictions_loss: 0.4158 70/2441 [..............................] - ETA: 6:00 - loss: 702.8628 - 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[..............................] - ETA: 5:59 - loss: 702.7675 - logits_profile_predictions_loss: 694.1996 - logcount_predictions_loss: 0.4159 78/2441 [..............................] - ETA: 5:59 - loss: 702.7808 - logits_profile_predictions_loss: 694.2117 - logcount_predictions_loss: 0.4160 79/2441 [..............................] - ETA: 5:59 - loss: 702.7855 - logits_profile_predictions_loss: 694.2147 - logcount_predictions_loss: 0.4161 80/2441 [..............................] - ETA: 5:59 - loss: 702.7809 - logits_profile_predictions_loss: 694.2087 - logcount_predictions_loss: 0.4161 81/2441 [..............................] - ETA: 5:59 - loss: 702.7684 - logits_profile_predictions_loss: 694.1954 - logcount_predictions_loss: 0.4162 82/2441 [>.............................] - ETA: 5:58 - loss: 702.7442 - logits_profile_predictions_loss: 694.1702 - logcount_predictions_loss: 0.4162 83/2441 [>.............................] - ETA: 5:58 - loss: 702.7374 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 696.5904 - logits_profile_predictions_loss: 687.7109 - logcount_predictions_loss: 0.4310 2439/2441 [============================>.] - ETA: 0s - loss: 696.5901 - logits_profile_predictions_loss: 687.7105 - logcount_predictions_loss: 0.4310 2440/2441 [============================>.] - ETA: 0s - loss: 696.5897 - logits_profile_predictions_loss: 687.7101 - logcount_predictions_loss: 0.4310 2441/2441 [==============================] - ETA: 0s - loss: 696.5893 - logits_profile_predictions_loss: 687.7096 - logcount_predictions_loss: 0.4310 2441/2441 [==============================] - 389s 159ms/step - loss: 696.5888 - logits_profile_predictions_loss: 687.7092 - logcount_predictions_loss: 0.4310 - val_loss: 753.9161 - val_logits_profile_predictions_loss: 743.0822 - val_logcount_predictions_loss: 0.5259 Epoch 00017: val_loss did not improve from 747.78729 Epoch 18/50 1/2441 [..............................] - ETA: 7:17 - loss: 745.5099 - 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[..............................] - ETA: 6:10 - loss: 698.4298 - logits_profile_predictions_loss: 688.6057 - logcount_predictions_loss: 0.4769 9/2441 [..............................] - ETA: 6:10 - loss: 698.2877 - logits_profile_predictions_loss: 688.5873 - logcount_predictions_loss: 0.4709 10/2441 [..............................] - ETA: 6:10 - loss: 699.2557 - logits_profile_predictions_loss: 689.6474 - logcount_predictions_loss: 0.4664 11/2441 [..............................] - ETA: 6:10 - loss: 700.6849 - logits_profile_predictions_loss: 691.1561 - logcount_predictions_loss: 0.4626 12/2441 [..............................] - ETA: 6:09 - loss: 702.0393 - logits_profile_predictions_loss: 692.5764 - logcount_predictions_loss: 0.4594 13/2441 [..............................] - ETA: 6:09 - loss: 703.3120 - logits_profile_predictions_loss: 693.9042 - logcount_predictions_loss: 0.4567 14/2441 [..............................] - ETA: 6:09 - loss: 703.6328 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 684.4983 - logcount_predictions_loss: 0.4253 322/2441 [==>...........................] - ETA: 5:22 - loss: 693.2500 - logits_profile_predictions_loss: 684.4884 - logcount_predictions_loss: 0.4253 323/2441 [==>...........................] - ETA: 5:21 - loss: 693.2392 - logits_profile_predictions_loss: 684.4778 - logcount_predictions_loss: 0.4253 324/2441 [==>...........................] - ETA: 5:21 - loss: 693.2283 - logits_profile_predictions_loss: 684.4673 - logcount_predictions_loss: 0.4253 325/2441 [==>...........................] - ETA: 5:21 - loss: 693.2173 - logits_profile_predictions_loss: 684.4565 - logcount_predictions_loss: 0.4253 326/2441 [===>..........................] - ETA: 5:21 - loss: 693.2062 - logits_profile_predictions_loss: 684.4457 - logcount_predictions_loss: 0.4253 327/2441 [===>..........................] - ETA: 5:21 - loss: 693.1941 - logits_profile_predictions_loss: 684.4339 - logcount_predictions_loss: 0.4252 328/2441 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logits_profile_predictions_loss: 684.3616 - logcount_predictions_loss: 0.4251 335/2441 [===>..........................] - ETA: 5:20 - loss: 693.1089 - logits_profile_predictions_loss: 684.3516 - logcount_predictions_loss: 0.4251 336/2441 [===>..........................] - ETA: 5:19 - loss: 693.0976 - logits_profile_predictions_loss: 684.3407 - logcount_predictions_loss: 0.4251 337/2441 [===>..........................] - ETA: 5:19 - loss: 693.0855 - logits_profile_predictions_loss: 684.3290 - logcount_predictions_loss: 0.4251 338/2441 [===>..........................] - ETA: 5:19 - loss: 693.0728 - logits_profile_predictions_loss: 684.3166 - logcount_predictions_loss: 0.4251 339/2441 [===>..........................] - ETA: 5:19 - loss: 693.0597 - logits_profile_predictions_loss: 684.3040 - logcount_predictions_loss: 0.4250 340/2441 [===>..........................] - ETA: 5:19 - loss: 693.0464 - logits_profile_predictions_loss: 684.2910 - logcount_predictions_loss: 0.4250 341/2441 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logits_profile_predictions_loss: 684.1934 - logcount_predictions_loss: 0.4249 348/2441 [===>..........................] - ETA: 5:18 - loss: 692.9310 - logits_profile_predictions_loss: 684.1789 - logcount_predictions_loss: 0.4249 349/2441 [===>..........................] - ETA: 5:17 - loss: 692.9160 - logits_profile_predictions_loss: 684.1643 - logcount_predictions_loss: 0.4248 350/2441 [===>..........................] - ETA: 5:17 - loss: 692.9006 - logits_profile_predictions_loss: 684.1494 - logcount_predictions_loss: 0.4248 351/2441 [===>..........................] - ETA: 5:17 - loss: 692.8853 - logits_profile_predictions_loss: 684.1344 - logcount_predictions_loss: 0.4248 352/2441 [===>..........................] - ETA: 5:17 - loss: 692.8699 - logits_profile_predictions_loss: 684.1195 - logcount_predictions_loss: 0.4248 353/2441 [===>..........................] - ETA: 5:17 - loss: 692.8547 - logits_profile_predictions_loss: 684.1046 - logcount_predictions_loss: 0.4248 354/2441 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logits_profile_predictions_loss: 684.0122 - logcount_predictions_loss: 0.4246 361/2441 [===>..........................] - ETA: 5:16 - loss: 692.7466 - logits_profile_predictions_loss: 683.9994 - logcount_predictions_loss: 0.4246 362/2441 [===>..........................] - ETA: 5:16 - loss: 692.7336 - logits_profile_predictions_loss: 683.9868 - logcount_predictions_loss: 0.4246 363/2441 [===>..........................] - ETA: 5:15 - loss: 692.7214 - logits_profile_predictions_loss: 683.9749 - logcount_predictions_loss: 0.4246 364/2441 [===>..........................] - ETA: 5:15 - loss: 692.7086 - logits_profile_predictions_loss: 683.9625 - logcount_predictions_loss: 0.4246 365/2441 [===>..........................] - ETA: 5:15 - loss: 692.6953 - logits_profile_predictions_loss: 683.9495 - logcount_predictions_loss: 0.4246 366/2441 [===>..........................] - ETA: 5:15 - loss: 692.6815 - logits_profile_predictions_loss: 683.9359 - logcount_predictions_loss: 0.4245 367/2441 [===>..........................] - ETA: 5:15 - loss: 692.6675 - logits_profile_predictions_loss: 683.9223 - logcount_predictions_loss: 0.4245 368/2441 [===>..........................] - ETA: 5:15 - loss: 692.6535 - logits_profile_predictions_loss: 683.9086 - logcount_predictions_loss: 0.4245 369/2441 [===>..........................] - ETA: 5:14 - loss: 692.6397 - logits_profile_predictions_loss: 683.8951 - logcount_predictions_loss: 0.4245 370/2441 [===>..........................] - ETA: 5:14 - loss: 692.6257 - logits_profile_predictions_loss: 683.8816 - logcount_predictions_loss: 0.4245 371/2441 [===>..........................] - ETA: 5:14 - loss: 692.6115 - logits_profile_predictions_loss: 683.8677 - logcount_predictions_loss: 0.4245 372/2441 [===>..........................] - ETA: 5:14 - loss: 692.5965 - logits_profile_predictions_loss: 683.8530 - logcount_predictions_loss: 0.4244 373/2441 [===>..........................] - ETA: 5:14 - loss: 692.5818 - logits_profile_predictions_loss: 683.8388 - logcount_predictions_loss: 0.4244 374/2441 [===>..........................] - ETA: 5:14 - loss: 692.5675 - logits_profile_predictions_loss: 683.8248 - logcount_predictions_loss: 0.4244 375/2441 [===>..........................] - ETA: 5:14 - loss: 692.5523 - logits_profile_predictions_loss: 683.8099 - logcount_predictions_loss: 0.4244 376/2441 [===>..........................] - ETA: 5:13 - loss: 692.5370 - logits_profile_predictions_loss: 683.7949 - logcount_predictions_loss: 0.4244 377/2441 [===>..........................] - ETA: 5:13 - loss: 692.5226 - logits_profile_predictions_loss: 683.7808 - logcount_predictions_loss: 0.4244 378/2441 [===>..........................] - ETA: 5:13 - loss: 692.5090 - logits_profile_predictions_loss: 683.7676 - logcount_predictions_loss: 0.4243 379/2441 [===>..........................] - ETA: 5:13 - loss: 692.4956 - logits_profile_predictions_loss: 683.7546 - logcount_predictions_loss: 0.4243 380/2441 [===>..........................] - ETA: 5:13 - loss: 692.4824 - logits_profile_predictions_loss: 683.7417 - logcount_predictions_loss: 0.4243 381/2441 [===>..........................] - ETA: 5:13 - loss: 692.4689 - logits_profile_predictions_loss: 683.7285 - logcount_predictions_loss: 0.4243 382/2441 [===>..........................] - ETA: 5:12 - loss: 692.4558 - logits_profile_predictions_loss: 683.7157 - logcount_predictions_loss: 0.4243 383/2441 [===>..........................] - ETA: 5:12 - loss: 692.4435 - logits_profile_predictions_loss: 683.7037 - logcount_predictions_loss: 0.4243 384/2441 [===>..........................] - ETA: 5:12 - loss: 692.4312 - logits_profile_predictions_loss: 683.6918 - logcount_predictions_loss: 0.4242 385/2441 [===>..........................] - ETA: 5:12 - loss: 692.4185 - logits_profile_predictions_loss: 683.6793 - logcount_predictions_loss: 0.4242 386/2441 [===>..........................] - ETA: 5:12 - loss: 692.4052 - logits_profile_predictions_loss: 683.6664 - logcount_predictions_loss: 0.4242 387/2441 [===>..........................] - ETA: 5:12 - loss: 692.3923 - logits_profile_predictions_loss: 683.6538 - logcount_predictions_loss: 0.4242 388/2441 [===>..........................] - ETA: 5:12 - loss: 692.3794 - logits_profile_predictions_loss: 683.6411 - logcount_predictions_loss: 0.4242 389/2441 [===>..........................] - ETA: 5:11 - loss: 692.3662 - logits_profile_predictions_loss: 683.6283 - logcount_predictions_loss: 0.4242 390/2441 [===>..........................] - ETA: 5:11 - loss: 692.3530 - logits_profile_predictions_loss: 683.6154 - logcount_predictions_loss: 0.4242 391/2441 [===>..........................] - ETA: 5:11 - loss: 692.3393 - logits_profile_predictions_loss: 683.6020 - logcount_predictions_loss: 0.4241 392/2441 [===>..........................] - ETA: 5:11 - loss: 692.3261 - logits_profile_predictions_loss: 683.5891 - logcount_predictions_loss: 0.4241 393/2441 [===>..........................] - ETA: 5:11 - loss: 692.3127 - logits_profile_predictions_loss: 683.5759 - logcount_predictions_loss: 0.4241 394/2441 [===>..........................] - ETA: 5:11 - loss: 692.2993 - logits_profile_predictions_loss: 683.5628 - logcount_predictions_loss: 0.4241 395/2441 [===>..........................] - ETA: 5:11 - loss: 692.2863 - logits_profile_predictions_loss: 683.5501 - logcount_predictions_loss: 0.4241 396/2441 [===>..........................] - ETA: 5:10 - loss: 692.2732 - logits_profile_predictions_loss: 683.5373 - logcount_predictions_loss: 0.4241 397/2441 [===>..........................] - ETA: 5:10 - loss: 692.2604 - logits_profile_predictions_loss: 683.5249 - logcount_predictions_loss: 0.4241 398/2441 [===>..........................] - ETA: 5:10 - loss: 692.2479 - logits_profile_predictions_loss: 683.5127 - logcount_predictions_loss: 0.4240 399/2441 [===>..........................] - ETA: 5:10 - loss: 692.2356 - 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logits_profile_predictions_loss: 683.3334 - logcount_predictions_loss: 0.4238 413/2441 [====>.........................] - ETA: 5:08 - loss: 692.0499 - logits_profile_predictions_loss: 683.3190 - logcount_predictions_loss: 0.4238 414/2441 [====>.........................] - ETA: 5:08 - loss: 692.0350 - logits_profile_predictions_loss: 683.3044 - logcount_predictions_loss: 0.4238 415/2441 [====>.........................] - ETA: 5:08 - loss: 692.0200 - logits_profile_predictions_loss: 683.2897 - logcount_predictions_loss: 0.4238 416/2441 [====>.........................] - ETA: 5:07 - loss: 692.0050 - logits_profile_predictions_loss: 683.2749 - logcount_predictions_loss: 0.4238 417/2441 [====>.........................] - ETA: 5:07 - loss: 691.9896 - logits_profile_predictions_loss: 683.2598 - logcount_predictions_loss: 0.4238 418/2441 [====>.........................] - ETA: 5:07 - loss: 691.9746 - logits_profile_predictions_loss: 683.2450 - logcount_predictions_loss: 0.4238 419/2441 [====>.........................] - ETA: 5:07 - loss: 691.9594 - logits_profile_predictions_loss: 683.2302 - logcount_predictions_loss: 0.4237 420/2441 [====>.........................] - ETA: 5:07 - loss: 691.9443 - logits_profile_predictions_loss: 683.2154 - logcount_predictions_loss: 0.4237 421/2441 [====>.........................] - ETA: 5:07 - loss: 691.9297 - logits_profile_predictions_loss: 683.2011 - logcount_predictions_loss: 0.4237 422/2441 [====>.........................] - ETA: 5:07 - loss: 691.9150 - logits_profile_predictions_loss: 683.1867 - logcount_predictions_loss: 0.4237 423/2441 [====>.........................] - ETA: 5:06 - loss: 691.9003 - logits_profile_predictions_loss: 683.1723 - logcount_predictions_loss: 0.4237 424/2441 [====>.........................] - ETA: 5:06 - loss: 691.8860 - logits_profile_predictions_loss: 683.1582 - logcount_predictions_loss: 0.4237 425/2441 [====>.........................] - ETA: 5:06 - loss: 691.8713 - logits_profile_predictions_loss: 683.1438 - logcount_predictions_loss: 0.4237 426/2441 [====>.........................] - ETA: 5:06 - loss: 691.8566 - logits_profile_predictions_loss: 683.1295 - logcount_predictions_loss: 0.4236 427/2441 [====>.........................] - ETA: 5:06 - loss: 691.8416 - logits_profile_predictions_loss: 683.1147 - logcount_predictions_loss: 0.4236 428/2441 [====>.........................] - ETA: 5:06 - loss: 691.8266 - logits_profile_predictions_loss: 683.1000 - logcount_predictions_loss: 0.4236 429/2441 [====>.........................] - ETA: 5:05 - loss: 691.8111 - logits_profile_predictions_loss: 683.0849 - logcount_predictions_loss: 0.4236 430/2441 [====>.........................] - ETA: 5:05 - loss: 691.7951 - logits_profile_predictions_loss: 683.0692 - logcount_predictions_loss: 0.4236 431/2441 [====>.........................] - ETA: 5:05 - loss: 691.7786 - logits_profile_predictions_loss: 683.0530 - logcount_predictions_loss: 0.4236 432/2441 [====>.........................] - ETA: 5:05 - loss: 691.7617 - logits_profile_predictions_loss: 683.0364 - logcount_predictions_loss: 0.4236 433/2441 [====>.........................] - ETA: 5:05 - loss: 691.7458 - logits_profile_predictions_loss: 683.0209 - logcount_predictions_loss: 0.4235 434/2441 [====>.........................] - ETA: 5:05 - loss: 691.7299 - logits_profile_predictions_loss: 683.0053 - logcount_predictions_loss: 0.4235 435/2441 [====>.........................] - ETA: 5:05 - loss: 691.7142 - logits_profile_predictions_loss: 682.9899 - logcount_predictions_loss: 0.4235 436/2441 [====>.........................] - ETA: 5:04 - loss: 691.6979 - logits_profile_predictions_loss: 682.9740 - logcount_predictions_loss: 0.4235 437/2441 [====>.........................] - ETA: 5:04 - loss: 691.6818 - logits_profile_predictions_loss: 682.9582 - logcount_predictions_loss: 0.4235 438/2441 [====>.........................] - ETA: 5:04 - loss: 691.6656 - 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logits_profile_predictions_loss: 678.2772 - logcount_predictions_loss: 0.4148 2441/2441 [==============================] - 389s 159ms/step - loss: 686.8219 - logits_profile_predictions_loss: 678.2773 - logcount_predictions_loss: 0.4148 - val_loss: 755.7755 - val_logits_profile_predictions_loss: 744.9776 - val_logcount_predictions_loss: 0.5242 Epoch 00018: val_loss did not improve from 747.78729 Epoch 19/50 1/2441 [..............................] - ETA: 7:32 - loss: 642.9180 - logits_profile_predictions_loss: 636.7438 - logcount_predictions_loss: 0.2997 2/2441 [..............................] - ETA: 6:37 - loss: 627.2305 - logits_profile_predictions_loss: 621.0103 - logcount_predictions_loss: 0.3020 3/2441 [..............................] - ETA: 6:24 - loss: 618.1928 - logits_profile_predictions_loss: 611.8767 - logcount_predictions_loss: 0.3066 4/2441 [..............................] - ETA: 6:20 - loss: 610.7770 - logits_profile_predictions_loss: 603.9986 - logcount_predictions_loss: 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logits_profile_predictions_loss: 666.2182 - logcount_predictions_loss: 0.3859 332/2441 [===>..........................] - ETA: 5:21 - loss: 674.1913 - logits_profile_predictions_loss: 666.2410 - logcount_predictions_loss: 0.3859 333/2441 [===>..........................] - ETA: 5:20 - loss: 674.2146 - logits_profile_predictions_loss: 666.2640 - logcount_predictions_loss: 0.3860 334/2441 [===>..........................] - ETA: 5:20 - loss: 674.2375 - logits_profile_predictions_loss: 666.2865 - logcount_predictions_loss: 0.3860 335/2441 [===>..........................] - ETA: 5:20 - loss: 674.2592 - logits_profile_predictions_loss: 666.3079 - logcount_predictions_loss: 0.3860 336/2441 [===>..........................] - ETA: 5:20 - loss: 674.2802 - logits_profile_predictions_loss: 666.3286 - logcount_predictions_loss: 0.3860 337/2441 [===>..........................] - ETA: 5:20 - loss: 674.3011 - logits_profile_predictions_loss: 666.3491 - logcount_predictions_loss: 0.3860 338/2441 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logits_profile_predictions_loss: 667.2822 - logcount_predictions_loss: 0.3868 384/2441 [===>..........................] - ETA: 5:13 - loss: 675.2706 - logits_profile_predictions_loss: 667.3028 - logcount_predictions_loss: 0.3868 385/2441 [===>..........................] - ETA: 5:13 - loss: 675.2921 - logits_profile_predictions_loss: 667.3238 - logcount_predictions_loss: 0.3868 386/2441 [===>..........................] - ETA: 5:12 - loss: 675.3134 - logits_profile_predictions_loss: 667.3447 - logcount_predictions_loss: 0.3868 387/2441 [===>..........................] - ETA: 5:12 - loss: 675.3345 - logits_profile_predictions_loss: 667.3654 - logcount_predictions_loss: 0.3869 388/2441 [===>..........................] - ETA: 5:12 - loss: 675.3552 - logits_profile_predictions_loss: 667.3857 - logcount_predictions_loss: 0.3869 389/2441 [===>..........................] - ETA: 5:12 - loss: 675.3766 - logits_profile_predictions_loss: 667.4066 - logcount_predictions_loss: 0.3869 390/2441 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logits_profile_predictions_loss: 667.5477 - logcount_predictions_loss: 0.3870 397/2441 [===>..........................] - ETA: 5:11 - loss: 675.5419 - logits_profile_predictions_loss: 667.5684 - logcount_predictions_loss: 0.3871 398/2441 [===>..........................] - ETA: 5:11 - loss: 675.5634 - logits_profile_predictions_loss: 667.5894 - logcount_predictions_loss: 0.3871 399/2441 [===>..........................] - ETA: 5:10 - loss: 675.5847 - logits_profile_predictions_loss: 667.6102 - logcount_predictions_loss: 0.3871 400/2441 [===>..........................] - ETA: 5:10 - loss: 675.6059 - logits_profile_predictions_loss: 667.6310 - logcount_predictions_loss: 0.3871 401/2441 [===>..........................] - ETA: 5:10 - loss: 675.6268 - logits_profile_predictions_loss: 667.6514 - logcount_predictions_loss: 0.3872 402/2441 [===>..........................] - ETA: 5:10 - loss: 675.6480 - logits_profile_predictions_loss: 667.6720 - logcount_predictions_loss: 0.3872 403/2441 [===>..........................] - ETA: 5:10 - loss: 675.6696 - logits_profile_predictions_loss: 667.6931 - logcount_predictions_loss: 0.3872 404/2441 [===>..........................] - ETA: 5:10 - loss: 675.6911 - logits_profile_predictions_loss: 667.7141 - logcount_predictions_loss: 0.3872 405/2441 [===>..........................] - ETA: 5:09 - loss: 675.7124 - logits_profile_predictions_loss: 667.7350 - logcount_predictions_loss: 0.3873 406/2441 [===>..........................] - ETA: 5:09 - loss: 675.7343 - logits_profile_predictions_loss: 667.7564 - logcount_predictions_loss: 0.3873 407/2441 [====>.........................] - ETA: 5:09 - loss: 675.7557 - logits_profile_predictions_loss: 667.7773 - logcount_predictions_loss: 0.3873 408/2441 [====>.........................] - ETA: 5:09 - loss: 675.7775 - logits_profile_predictions_loss: 667.7986 - logcount_predictions_loss: 0.3873 409/2441 [====>.........................] - ETA: 5:09 - loss: 675.7994 - logits_profile_predictions_loss: 667.8200 - logcount_predictions_loss: 0.3874 410/2441 [====>.........................] - ETA: 5:09 - loss: 675.8208 - logits_profile_predictions_loss: 667.8409 - logcount_predictions_loss: 0.3874 411/2441 [====>.........................] - ETA: 5:09 - loss: 675.8424 - logits_profile_predictions_loss: 667.8620 - logcount_predictions_loss: 0.3874 412/2441 [====>.........................] - ETA: 5:08 - loss: 675.8641 - logits_profile_predictions_loss: 667.8833 - logcount_predictions_loss: 0.3874 413/2441 [====>.........................] - ETA: 5:08 - loss: 675.8864 - logits_profile_predictions_loss: 667.9051 - logcount_predictions_loss: 0.3874 414/2441 [====>.........................] - ETA: 5:08 - loss: 675.9090 - logits_profile_predictions_loss: 667.9273 - logcount_predictions_loss: 0.3875 415/2441 [====>.........................] - ETA: 5:08 - loss: 675.9322 - logits_profile_predictions_loss: 667.9499 - logcount_predictions_loss: 0.3875 416/2441 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[============================>.] - ETA: 11s - loss: 683.2102 - logits_profile_predictions_loss: 675.0520 - logcount_predictions_loss: 0.3960 2367/2441 [============================>.] - ETA: 11s - loss: 683.2102 - logits_profile_predictions_loss: 675.0521 - logcount_predictions_loss: 0.3960 2368/2441 [============================>.] - ETA: 11s - loss: 683.2103 - logits_profile_predictions_loss: 675.0521 - logcount_predictions_loss: 0.3960 2369/2441 [============================>.] - ETA: 10s - loss: 683.2103 - logits_profile_predictions_loss: 675.0521 - logcount_predictions_loss: 0.3960 2370/2441 [============================>.] - ETA: 10s - loss: 683.2103 - logits_profile_predictions_loss: 675.0520 - logcount_predictions_loss: 0.3960 2371/2441 [============================>.] - ETA: 10s - loss: 683.2103 - logits_profile_predictions_loss: 675.0520 - logcount_predictions_loss: 0.3960 2372/2441 [============================>.] - ETA: 10s - loss: 683.2102 - 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[============================>.] - ETA: 9s - loss: 683.2102 - logits_profile_predictions_loss: 675.0519 - logcount_predictions_loss: 0.3960 2380/2441 [============================>.] - ETA: 9s - loss: 683.2102 - logits_profile_predictions_loss: 675.0518 - logcount_predictions_loss: 0.3960 2381/2441 [============================>.] - ETA: 9s - loss: 683.2102 - logits_profile_predictions_loss: 675.0518 - logcount_predictions_loss: 0.3960 2382/2441 [============================>.] - ETA: 8s - loss: 683.2101 - logits_profile_predictions_loss: 675.0517 - logcount_predictions_loss: 0.3960 2383/2441 [============================>.] - ETA: 8s - loss: 683.2101 - logits_profile_predictions_loss: 675.0517 - logcount_predictions_loss: 0.3960 2384/2441 [============================>.] - ETA: 8s - loss: 683.2101 - logits_profile_predictions_loss: 675.0516 - logcount_predictions_loss: 0.3960 2385/2441 [============================>.] - ETA: 8s - loss: 683.2100 - logits_profile_predictions_loss: 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[============================>.] - ETA: 4s - loss: 683.2103 - logits_profile_predictions_loss: 675.0514 - logcount_predictions_loss: 0.3961 2413/2441 [============================>.] - ETA: 4s - loss: 683.2103 - logits_profile_predictions_loss: 675.0514 - logcount_predictions_loss: 0.3961 2414/2441 [============================>.] - ETA: 4s - loss: 683.2103 - logits_profile_predictions_loss: 675.0514 - logcount_predictions_loss: 0.3961 2415/2441 [============================>.] - ETA: 3s - loss: 683.2103 - logits_profile_predictions_loss: 675.0514 - logcount_predictions_loss: 0.3961 2416/2441 [============================>.] - ETA: 3s - loss: 683.2104 - logits_profile_predictions_loss: 675.0514 - logcount_predictions_loss: 0.3961 2417/2441 [============================>.] - ETA: 3s - loss: 683.2104 - logits_profile_predictions_loss: 675.0514 - logcount_predictions_loss: 0.3961 2418/2441 [============================>.] - ETA: 3s - loss: 683.2104 - logits_profile_predictions_loss: 675.0513 - logcount_predictions_loss: 0.3961 2419/2441 [============================>.] - ETA: 3s - loss: 683.2103 - logits_profile_predictions_loss: 675.0513 - logcount_predictions_loss: 0.3961 2420/2441 [============================>.] - ETA: 3s - loss: 683.2103 - logits_profile_predictions_loss: 675.0513 - logcount_predictions_loss: 0.3961 2421/2441 [============================>.] - ETA: 3s - loss: 683.2102 - logits_profile_predictions_loss: 675.0512 - logcount_predictions_loss: 0.3961 2422/2441 [============================>.] - ETA: 2s - loss: 683.2102 - logits_profile_predictions_loss: 675.0511 - logcount_predictions_loss: 0.3961 2423/2441 [============================>.] - ETA: 2s - loss: 683.2102 - logits_profile_predictions_loss: 675.0511 - logcount_predictions_loss: 0.3961 2424/2441 [============================>.] - ETA: 2s - loss: 683.2101 - logits_profile_predictions_loss: 675.0510 - logcount_predictions_loss: 0.3961 2425/2441 [============================>.] - ETA: 2s - 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2432/2441 [============================>.] - ETA: 1s - loss: 683.2099 - logits_profile_predictions_loss: 675.0507 - logcount_predictions_loss: 0.3961 2433/2441 [============================>.] - ETA: 1s - loss: 683.2099 - logits_profile_predictions_loss: 675.0506 - logcount_predictions_loss: 0.3961 2434/2441 [============================>.] - ETA: 1s - loss: 683.2099 - logits_profile_predictions_loss: 675.0506 - logcount_predictions_loss: 0.3961 2435/2441 [============================>.] - ETA: 0s - loss: 683.2099 - logits_profile_predictions_loss: 675.0506 - logcount_predictions_loss: 0.3961 2436/2441 [============================>.] - ETA: 0s - loss: 683.2099 - logits_profile_predictions_loss: 675.0506 - logcount_predictions_loss: 0.3961 2437/2441 [============================>.] - ETA: 0s - loss: 683.2099 - logits_profile_predictions_loss: 675.0505 - logcount_predictions_loss: 0.3961 2438/2441 [============================>.] - ETA: 0s - loss: 683.2099 - logits_profile_predictions_loss: 675.0505 - logcount_predictions_loss: 0.3961 2439/2441 [============================>.] - ETA: 0s - loss: 683.2099 - logits_profile_predictions_loss: 675.0505 - logcount_predictions_loss: 0.3961 2440/2441 [============================>.] - ETA: 0s - loss: 683.2098 - logits_profile_predictions_loss: 675.0505 - logcount_predictions_loss: 0.3961 2441/2441 [==============================] - ETA: 0s - loss: 683.2098 - logits_profile_predictions_loss: 675.0504 - logcount_predictions_loss: 0.3961 2441/2441 [==============================] - 389s 159ms/step - loss: 683.2098 - logits_profile_predictions_loss: 675.0504 - logcount_predictions_loss: 0.3961 - val_loss: 758.0137 - val_logits_profile_predictions_loss: 746.9337 - val_logcount_predictions_loss: 0.5378 Epoch 00019: val_loss did not improve from 747.78729 Restoring model weights from the end of the best epoch. Epoch 00019: early stopping save model save model without bias 2022-03-23_21-07-22: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//preprocessing/bigWigs/ENCSR622HTS.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(41497, 10) loading nonpeaks... got split:test for bed regions:(41496, 10) 0/325 100/325 200/325 300/325 2022-03-23_21-11-25: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//preprocessing/bigWigs/ENCSR622HTS.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(41497, 10) loading nonpeaks... got split:test for bed regions:(41496, 10) 0/325 100/325 200/325 300/325 2022-03-23_21-15-12: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//preprocessing/bigWigs/ENCSR622HTS.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(41497, 10) loading nonpeaks... got split:test for bed regions:(41496, 10) 0/325 100/325 200/325 300/325 2022-03-23_21-17-52: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//footprints 2022-03-23_21-17-52: 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/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//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 1/41 [..............................] - ETA: 4:29 3/41 [=>............................] - ETA: 12s  4/41 [=>............................] - ETA: 16s 5/41 [==>...........................] - ETA: 17s 6/41 [===>..........................] - ETA: 18s 7/41 [====>.........................] - ETA: 18s 8/41 [====>.........................] - ETA: 18s 9/41 [=====>........................] - ETA: 18s 10/41 [======>.......................] - ETA: 18s 11/41 [=======>......................] - ETA: 17s 12/41 [=======>......................] - ETA: 17s 13/41 [========>.....................] - ETA: 16s 14/41 [=========>....................] - ETA: 16s 15/41 [=========>....................] - ETA: 15s 16/41 [==========>...................] - ETA: 15s 17/41 [===========>..................] - ETA: 14s 18/41 [============>.................] - ETA: 14s 19/41 [============>.................] - ETA: 13s 20/41 [=============>................] - ETA: 13s 21/41 [==============>...............] - ETA: 12s 22/41 [===============>..............] - ETA: 11s 23/41 [===============>..............] - ETA: 11s 24/41 [================>.............] - ETA: 10s 25/41 [=================>............] - ETA: 10s 26/41 [==================>...........] - ETA: 9s  27/41 [==================>...........] - ETA: 8s 28/41 [===================>..........] - ETA: 8s 29/41 [====================>.........] - ETA: 7s 30/41 [====================>.........] - ETA: 6s 31/41 [=====================>........] - ETA: 6s 32/41 [======================>.......] - ETA: 5s 33/41 [=======================>......] - ETA: 5s 34/41 [=======================>......] - ETA: 4s 35/41 [========================>.....] - ETA: 3s 36/41 [=========================>....] - ETA: 3s 37/41 [==========================>...] - ETA: 2s 38/41 [==========================>...] - ETA: 1s 39/41 [===========================>..] - ETA: 1s 40/41 [============================>.] - ETA: 0s 41/41 [==============================] - ETA: 0s 41/41 [==============================] - 36s 728ms/step 1/41 [..............................] - ETA: 0s 2/41 [>.............................] - ETA: 25s 3/41 [=>............................] - ETA: 24s 4/41 [=>............................] - ETA: 24s 5/41 [==>...........................] - ETA: 23s 6/41 [===>..........................] - ETA: 22s 7/41 [====>.........................] - ETA: 22s 8/41 [====>.........................] - ETA: 21s 9/41 [=====>........................] - ETA: 21s 10/41 [======>.......................] - ETA: 20s 11/41 [=======>......................] - ETA: 19s 12/41 [=======>......................] - ETA: 19s 13/41 [========>.....................] - ETA: 18s 14/41 [=========>....................] - ETA: 17s 15/41 [=========>....................] - ETA: 17s 16/41 [==========>...................] - ETA: 16s 17/41 [===========>..................] - ETA: 15s 18/41 [============>.................] - ETA: 15s 19/41 [============>.................] - ETA: 14s 20/41 [=============>................] - ETA: 13s 21/41 [==============>...............] - ETA: 13s 22/41 [===============>..............] - ETA: 12s 23/41 [===============>..............] - ETA: 11s 24/41 [================>.............] - ETA: 11s 25/41 [=================>............] - ETA: 10s 26/41 [==================>...........] - ETA: 9s  27/41 [==================>...........] - ETA: 9s 28/41 [===================>..........] - ETA: 8s 29/41 [====================>.........] - ETA: 7s 30/41 [====================>.........] - ETA: 7s 31/41 [=====================>........] - ETA: 6s 32/41 [======================>.......] - ETA: 5s 33/41 [=======================>......] - ETA: 5s 34/41 [=======================>......] - ETA: 4s 35/41 [========================>.....] - ETA: 3s 36/41 [=========================>....] - ETA: 3s 37/41 [==========================>...] - ETA: 2s 38/41 [==========================>...] - ETA: 1s 39/41 [===========================>..] - ETA: 1s 40/41 [============================>.] - ETA: 0s 41/41 [==============================] - ETA: 0s 41/41 [==============================] - 27s 664ms/step inserting motif: dnase_2 TGTACTTACGAA 1/41 [..............................] - ETA: 0s 2/41 [>.............................] - ETA: 25s 3/41 [=>............................] - ETA: 24s 4/41 [=>............................] - ETA: 24s 5/41 [==>...........................] - ETA: 23s 6/41 [===>..........................] - ETA: 22s 7/41 [====>.........................] - ETA: 22s 8/41 [====>.........................] - ETA: 21s 9/41 [=====>........................] - ETA: 21s 10/41 [======>.......................] - ETA: 20s 11/41 [=======>......................] - ETA: 19s 12/41 [=======>......................] - ETA: 19s 13/41 [========>.....................] - ETA: 18s 14/41 [=========>....................] - ETA: 17s 15/41 [=========>....................] - ETA: 17s 16/41 [==========>...................] - ETA: 16s 17/41 [===========>..................] - ETA: 15s 18/41 [============>.................] - ETA: 15s 19/41 [============>.................] - ETA: 14s 20/41 [=============>................] - ETA: 13s 21/41 [==============>...............] - ETA: 13s 22/41 [===============>..............] - ETA: 12s 23/41 [===============>..............] - ETA: 11s 24/41 [================>.............] - ETA: 11s 25/41 [=================>............] - ETA: 10s 26/41 [==================>...........] - ETA: 9s  27/41 [==================>...........] - ETA: 9s 28/41 [===================>..........] - ETA: 8s 29/41 [====================>.........] - ETA: 7s 30/41 [====================>.........] - ETA: 7s 31/41 [=====================>........] - ETA: 6s 32/41 [======================>.......] - ETA: 5s 33/41 [=======================>......] - ETA: 5s 34/41 [=======================>......] - ETA: 4s 35/41 [========================>.....] - ETA: 3s 36/41 [=========================>....] - ETA: 3s 37/41 [==========================>...] - ETA: 2s 38/41 [==========================>...] - ETA: 1s 39/41 [===========================>..] - ETA: 1s 40/41 [============================>.] - ETA: 0s 41/41 [==============================] - ETA: 0s 41/41 [==============================] - 27s 664ms/step 1/41 [..............................] - ETA: 0s 2/41 [>.............................] - ETA: 25s 3/41 [=>............................] - ETA: 24s 4/41 [=>............................] - ETA: 24s 5/41 [==>...........................] - ETA: 23s 6/41 [===>..........................] - ETA: 22s 7/41 [====>.........................] - ETA: 22s 8/41 [====>.........................] - ETA: 21s 9/41 [=====>........................] - ETA: 21s 10/41 [======>.......................] - ETA: 20s 11/41 [=======>......................] - ETA: 19s 12/41 [=======>......................] - ETA: 19s 13/41 [========>.....................] - ETA: 18s 14/41 [=========>....................] - ETA: 17s 15/41 [=========>....................] - ETA: 17s 16/41 [==========>...................] - ETA: 16s 17/41 [===========>..................] - ETA: 15s 18/41 [============>.................] - ETA: 15s 19/41 [============>.................] - ETA: 14s 20/41 [=============>................] - ETA: 13s 21/41 [==============>...............] - ETA: 13s 22/41 [===============>..............] - ETA: 12s 23/41 [===============>..............] - ETA: 11s 24/41 [================>.............] - ETA: 11s 25/41 [=================>............] - ETA: 10s 26/41 [==================>...........] - ETA: 9s  27/41 [==================>...........] - ETA: 9s 28/41 [===================>..........] - ETA: 8s 29/41 [====================>.........] - ETA: 7s 30/41 [====================>.........] - ETA: 7s 31/41 [=====================>........] - ETA: 6s 32/41 [======================>.......] - ETA: 5s 33/41 [=======================>......] - ETA: 5s 34/41 [=======================>......] - ETA: 4s 35/41 [========================>.....] - ETA: 3s 36/41 [=========================>....] - ETA: 3s 37/41 [==========================>...] - ETA: 2s 38/41 [==========================>...] - ETA: 1s 39/41 [===========================>..] - ETA: 1s 40/41 [============================>.] - ETA: 0s 41/41 [==============================] - ETA: 0s 41/41 [==============================] - 27s 664ms/step Saving marginal footprints 2022-03-23_21-20-10: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//footprints 2022-03-23_21-20-10: 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/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR622HTS//chrombpnet_model_encsr880cub_bias//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 1/41 [..............................] - ETA: 1:57 3/41 [=>............................] - ETA: 1s  4/41 [=>............................] - ETA: 1s 5/41 [==>...........................] - ETA: 1s 6/41 [===>..........................] - ETA: 1s 7/41 [====>.........................] - ETA: 1s 8/41 [====>.........................] - ETA: 1s 9/41 [=====>........................] - ETA: 1s 10/41 [======>.......................] - ETA: 1s 11/41 [=======>......................] - ETA: 1s 12/41 [=======>......................] - ETA: 1s 13/41 [========>.....................] - ETA: 1s 14/41 [=========>....................] - ETA: 1s 15/41 [=========>....................] - ETA: 1s 16/41 [==========>...................] - ETA: 1s 17/41 [===========>..................] - ETA: 1s 18/41 [============>.................] - ETA: 1s 19/41 [============>.................] - ETA: 1s 20/41 [=============>................] - ETA: 1s 21/41 [==============>...............] - ETA: 1s 22/41 [===============>..............] - ETA: 1s 23/41 [===============>..............] - ETA: 0s 24/41 [================>.............] - ETA: 0s 25/41 [=================>............] - ETA: 0s 26/41 [==================>...........] - ETA: 0s 27/41 [==================>...........] - ETA: 0s 28/41 [===================>..........] - ETA: 0s 29/41 [====================>.........] - ETA: 0s 30/41 [====================>.........] - ETA: 0s 31/41 [=====================>........] - ETA: 0s 32/41 [======================>.......] - ETA: 0s 33/41 [=======================>......] - ETA: 0s 34/41 [=======================>......] - ETA: 0s 35/41 [========================>.....] - ETA: 0s 36/41 [=========================>....] - ETA: 0s 37/41 [==========================>...] - ETA: 0s 38/41 [==========================>...] - ETA: 0s 39/41 [===========================>..] - ETA: 0s 40/41 [============================>.] - ETA: 0s 41/41 [==============================] - ETA: 0s 41/41 [==============================] - 6s 65ms/step 1/41 [..............................] - ETA: 0s 2/41 [>.............................] - ETA: 2s 3/41 [=>............................] - ETA: 2s 4/41 [=>............................] - ETA: 2s 5/41 [==>...........................] - ETA: 2s 6/41 [===>..........................] - ETA: 1s 7/41 [====>.........................] - ETA: 1s 8/41 [====>.........................] - ETA: 1s 9/41 [=====>........................] - ETA: 1s 10/41 [======>.......................] - ETA: 1s 11/41 [=======>......................] - ETA: 1s 12/41 [=======>......................] - ETA: 1s 13/41 [========>.....................] - ETA: 1s 14/41 [=========>....................] - ETA: 1s 15/41 [=========>....................] - ETA: 1s 16/41 [==========>...................] - ETA: 1s 17/41 [===========>..................] - ETA: 1s 18/41 [============>.................] - ETA: 1s 19/41 [============>.................] - ETA: 1s 20/41 [=============>................] - ETA: 1s 21/41 [==============>...............] - ETA: 1s 22/41 [===============>..............] - ETA: 1s 23/41 [===============>..............] - ETA: 1s 24/41 [================>.............] - ETA: 0s 25/41 [=================>............] - ETA: 0s 26/41 [==================>...........] - ETA: 0s 27/41 [==================>...........] - ETA: 0s 28/41 [===================>..........] - ETA: 0s 29/41 [====================>.........] - ETA: 0s 30/41 [====================>.........] - ETA: 0s 31/41 [=====================>........] - ETA: 0s 32/41 [======================>.......] - ETA: 0s 33/41 [=======================>......] - ETA: 0s 34/41 [=======================>......] - ETA: 0s 35/41 [========================>.....] - ETA: 0s 36/41 [=========================>....] - ETA: 0s 37/41 [==========================>...] - ETA: 0s 38/41 [==========================>...] - ETA: 0s 39/41 [===========================>..] - ETA: 0s 40/41 [============================>.] - ETA: 0s 41/41 [==============================] - ETA: 0s 41/41 [==============================] - 2s 58ms/step inserting motif: dnase_2 TGTACTTACGAA 1/41 [..............................] - ETA: 0s 2/41 [>.............................] - ETA: 2s 3/41 [=>............................] - ETA: 2s 4/41 [=>............................] - ETA: 2s 5/41 [==>...........................] - ETA: 2s 6/41 [===>..........................] - ETA: 1s 7/41 [====>.........................] - ETA: 1s 8/41 [====>.........................] - ETA: 1s 9/41 [=====>........................] - ETA: 1s 10/41 [======>.......................] - ETA: 1s 11/41 [=======>......................] - ETA: 1s 12/41 [=======>......................] - ETA: 1s 13/41 [========>.....................] - ETA: 1s 14/41 [=========>....................] - ETA: 1s 15/41 [=========>....................] - ETA: 1s 16/41 [==========>...................] - ETA: 1s 17/41 [===========>..................] - ETA: 1s 18/41 [============>.................] - ETA: 1s 19/41 [============>.................] - ETA: 1s 20/41 [=============>................] - ETA: 1s 21/41 [==============>...............] - ETA: 1s 22/41 [===============>..............] - ETA: 1s 23/41 [===============>..............] - ETA: 1s 24/41 [================>.............] - ETA: 0s 25/41 [=================>............] - ETA: 0s 26/41 [==================>...........] - ETA: 0s 27/41 [==================>...........] - ETA: 0s 28/41 [===================>..........] - ETA: 0s 29/41 [====================>.........] - ETA: 0s 30/41 [====================>.........] - ETA: 0s 31/41 [=====================>........] - ETA: 0s 32/41 [======================>.......] - ETA: 0s 33/41 [=======================>......] - ETA: 0s 34/41 [=======================>......] - ETA: 0s 35/41 [========================>.....] - ETA: 0s 36/41 [=========================>....] - ETA: 0s 37/41 [==========================>...] - ETA: 0s 38/41 [==========================>...] - ETA: 0s 39/41 [===========================>..] - ETA: 0s 40/41 [============================>.] - ETA: 0s 41/41 [==============================] - ETA: 0s 41/41 [==============================] - 2s 58ms/step 1/41 [..............................] - ETA: 0s 2/41 [>.............................] - ETA: 2s 3/41 [=>............................] - ETA: 2s 4/41 [=>............................] - ETA: 2s 5/41 [==>...........................] - ETA: 2s 6/41 [===>..........................] - ETA: 1s 7/41 [====>.........................] - ETA: 1s 8/41 [====>.........................] - ETA: 1s 9/41 [=====>........................] - ETA: 1s 10/41 [======>.......................] - ETA: 1s 11/41 [=======>......................] - ETA: 1s 12/41 [=======>......................] - ETA: 1s 13/41 [========>.....................] - ETA: 1s 14/41 [=========>....................] - ETA: 1s 15/41 [=========>....................] - ETA: 1s 16/41 [==========>...................] - ETA: 1s 17/41 [===========>..................] - ETA: 1s 18/41 [============>.................] - ETA: 1s 19/41 [============>.................] - ETA: 1s 20/41 [=============>................] - ETA: 1s 21/41 [==============>...............] - ETA: 1s 22/41 [===============>..............] - ETA: 1s 23/41 [===============>..............] - ETA: 1s 24/41 [================>.............] - ETA: 0s 25/41 [=================>............] - ETA: 0s 26/41 [==================>...........] - ETA: 0s 27/41 [==================>...........] - ETA: 0s 28/41 [===================>..........] - ETA: 0s 29/41 [====================>.........] - ETA: 0s 30/41 [====================>.........] - ETA: 0s 31/41 [=====================>........] - ETA: 0s 32/41 [======================>.......] - ETA: 0s 33/41 [=======================>......] - ETA: 0s 34/41 [=======================>......] - ETA: 0s 35/41 [========================>.....] - ETA: 0s 36/41 [=========================>....] - ETA: 0s 37/41 [==========================>...] - ETA: 0s 38/41 [==========================>...] - ETA: 0s 39/41 [===========================>..] - ETA: 0s 40/41 [============================>.] - ETA: 0s 41/41 [==============================] - ETA: 0s 41/41 [==============================] - 2s 58ms/step Saving marginal footprints