diff --git "a/fold_4/logs.models.fold_4.ENCSR930USX/logfile.modelling.fold_4.ENCSR930USX.stdout.txt" "b/fold_4/logs.models.fold_4.ENCSR930USX/logfile.modelling.fold_4.ENCSR930USX.stdout.txt" new file mode 100644--- /dev/null +++ "b/fold_4/logs.models.fold_4.ENCSR930USX/logfile.modelling.fold_4.ENCSR930USX.stdout.txt" @@ -0,0 +1,461 @@ +DNase-seq +DNASE_SE +/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json +Wed Jan 18 20:41:29 2023 ++-----------------------------------------------------------------------------+ +| NVIDIA-SMI 525.60.13 Driver Version: 525.60.13 CUDA Version: 12.0 | +|-------------------------------+----------------------+----------------------+ +| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|===============================+======================+======================| +| 0 NVIDIA A100-PCI... On | 00000000:46:00.0 Off | 0 | +| N/A 35C P0 38W / 250W | 0MiB / 40960MiB | 0% E. Process | +| | | Disabled | ++-------------------------------+----------------------+----------------------+ + ++-----------------------------------------------------------------------------+ +| Processes: | +| GPU GI CI PID Type Process name GPU Memory | +| ID ID Usage | +|=============================================================================| +| No running processes found | ++-----------------------------------------------------------------------------+ +No logfile supplied - creating one +2023-01-18_20-41-36: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR930USX//preprocessing/bigWigs/ENCSR930USX.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR930USX//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR930USX//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME/fold_4/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4/ +evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr5', 'chr6', 'chr8', 'chr9', 'chr11', 'chr12', 'chr14', 'chr15', 'chr16', 'chr20', 'chr22', 'chrY', 'chr10', 'chr18'] +Number of peaks input: 123967 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 123967 +Number of peaks input: 32390 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 32390 +Number of non peaks input: 120373 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 120373 +Number of non peaks input: 35983 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 35983 +Number of peaks after removing outliers: 122603 +Number of nonpeaks after removing outliers: 103268 +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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5ms/step +2023-01-18_20-46-13: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR930USX//preprocessing/bigWigs/ENCSR930USX.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ + --batch_size=64 \ + --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '4.2', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(111291, 10) +loading nonpeaks... +got split:train for bed regions:(94722, 10) +loading peaks... +got split:valid for bed regions:(11312, 10) +loading nonpeaks... +got split:valid for bed regions:(8546, 10) +Epoch 1/50 + 1/1913 [..............................] - ETA: 3:47:01 - loss: 573.8690 - logits_profile_predictions_loss: 556.7963 - logcount_predictions_loss: 4.0649 2/1913 [..............................] - ETA: 5:06 - loss: 678.5732 - logits_profile_predictions_loss: 520.9265 - logcount_predictions_loss: 37.5349  3/1913 [..............................] - ETA: 5:07 - loss: 688.9965 - logits_profile_predictions_loss: 515.4755 - logcount_predictions_loss: 41.3145 4/1913 [..............................] - ETA: 5:07 - loss: 685.0663 - logits_profile_predictions_loss: 515.2523 - logcount_predictions_loss: 40.4319 5/1913 [..............................] - ETA: 5:06 - loss: 674.2367 - logits_profile_predictions_loss: 512.3354 - logcount_predictions_loss: 38.5479 6/1913 [..............................] - ETA: 5:06 - loss: 665.4137 - logits_profile_predictions_loss: 511.8528 - logcount_predictions_loss: 36.5621 7/1913 [..............................] - ETA: 5:05 - loss: 654.8619 - logits_profile_predictions_loss: 509.2331 - logcount_predictions_loss: 34.6735 8/1913 [..............................] - ETA: 5:04 - loss: 644.8216 - logits_profile_predictions_loss: 506.4234 - logcount_predictions_loss: 32.9519 9/1913 [..............................] - ETA: 5:04 - loss: 638.1334 - logits_profile_predictions_loss: 506.1749 - logcount_predictions_loss: 31.4187 10/1913 [..............................] - ETA: 5:03 - loss: 632.3415 - logits_profile_predictions_loss: 506.1522 - logcount_predictions_loss: 30.0451 11/1913 [..............................] - ETA: 5:03 - loss: 628.1919 - logits_profile_predictions_loss: 507.1587 - logcount_predictions_loss: 28.8174 12/1913 [..............................] - ETA: 5:03 - loss: 624.1016 - logits_profile_predictions_loss: 507.7449 - logcount_predictions_loss: 27.7040 13/1913 [..............................] - ETA: 5:03 - loss: 619.6215 - 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[==>...........................] - ETA: 4:25 - loss: 386.6744 - logits_profile_predictions_loss: 382.1832 - logcount_predictions_loss: 1.0693 246/1913 [==>...........................] - ETA: 4:25 - loss: 386.6663 - logits_profile_predictions_loss: 382.1746 - logcount_predictions_loss: 1.0695 247/1913 [==>...........................] - ETA: 4:25 - loss: 386.6607 - logits_profile_predictions_loss: 382.1683 - logcount_predictions_loss: 1.0696 248/1913 [==>...........................] - ETA: 4:25 - loss: 386.6556 - logits_profile_predictions_loss: 382.1627 - logcount_predictions_loss: 1.0697 249/1913 [==>...........................] - ETA: 4:24 - loss: 386.6504 - logits_profile_predictions_loss: 382.1568 - logcount_predictions_loss: 1.0699 250/1913 [==>...........................] - ETA: 4:24 - loss: 386.6446 - logits_profile_predictions_loss: 382.1505 - logcount_predictions_loss: 1.0700 251/1913 [==>...........................] - ETA: 4:24 - loss: 386.6419 - 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[===>..........................] - ETA: 4:23 - loss: 386.6369 - logits_profile_predictions_loss: 382.1381 - logcount_predictions_loss: 1.0711 259/1913 [===>..........................] - ETA: 4:23 - loss: 386.6367 - logits_profile_predictions_loss: 382.1374 - logcount_predictions_loss: 1.0712 260/1913 [===>..........................] - ETA: 4:23 - loss: 386.6373 - logits_profile_predictions_loss: 382.1375 - logcount_predictions_loss: 1.0714 261/1913 [===>..........................] - ETA: 4:23 - loss: 386.6363 - logits_profile_predictions_loss: 382.1359 - logcount_predictions_loss: 1.0715 262/1913 [===>..........................] - ETA: 4:22 - loss: 386.6351 - logits_profile_predictions_loss: 382.1342 - logcount_predictions_loss: 1.0716 263/1913 [===>..........................] - ETA: 4:22 - loss: 386.6348 - logits_profile_predictions_loss: 382.1334 - logcount_predictions_loss: 1.0718 264/1913 [===>..........................] - ETA: 4:22 - loss: 386.6348 - 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[===>..........................] - ETA: 4:21 - loss: 386.6258 - logits_profile_predictions_loss: 382.1205 - logcount_predictions_loss: 1.0727 272/1913 [===>..........................] - ETA: 4:21 - loss: 386.6250 - logits_profile_predictions_loss: 382.1192 - logcount_predictions_loss: 1.0728 273/1913 [===>..........................] - ETA: 4:21 - loss: 386.6261 - logits_profile_predictions_loss: 382.1198 - logcount_predictions_loss: 1.0729 274/1913 [===>..........................] - ETA: 4:21 - loss: 386.6280 - logits_profile_predictions_loss: 382.1212 - logcount_predictions_loss: 1.0730 275/1913 [===>..........................] - ETA: 4:20 - loss: 386.6305 - logits_profile_predictions_loss: 382.1232 - logcount_predictions_loss: 1.0732 276/1913 [===>..........................] - ETA: 4:20 - loss: 386.6327 - logits_profile_predictions_loss: 382.1250 - logcount_predictions_loss: 1.0733 277/1913 [===>..........................] - ETA: 4:20 - loss: 386.6339 - 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[===>..........................] - ETA: 4:17 - loss: 386.6512 - logits_profile_predictions_loss: 382.1351 - logcount_predictions_loss: 1.0752 298/1913 [===>..........................] - ETA: 4:17 - loss: 386.6529 - logits_profile_predictions_loss: 382.1366 - logcount_predictions_loss: 1.0753 299/1913 [===>..........................] - ETA: 4:17 - loss: 386.6541 - logits_profile_predictions_loss: 382.1374 - logcount_predictions_loss: 1.0754 300/1913 [===>..........................] - ETA: 4:16 - loss: 386.6550 - logits_profile_predictions_loss: 382.1379 - logcount_predictions_loss: 1.0755 301/1913 [===>..........................] - ETA: 4:16 - loss: 386.6558 - logits_profile_predictions_loss: 382.1383 - logcount_predictions_loss: 1.0756 302/1913 [===>..........................] - ETA: 4:16 - loss: 386.6573 - logits_profile_predictions_loss: 382.1394 - logcount_predictions_loss: 1.0757 303/1913 [===>..........................] - ETA: 4:16 - loss: 386.6590 - logits_profile_predictions_loss: 382.1407 - logcount_predictions_loss: 1.0758 304/1913 [===>..........................] - ETA: 4:16 - loss: 386.6612 - logits_profile_predictions_loss: 382.1425 - logcount_predictions_loss: 1.0759 305/1913 [===>..........................] - ETA: 4:16 - loss: 386.6628 - logits_profile_predictions_loss: 382.1438 - logcount_predictions_loss: 1.0760 306/1913 [===>..........................] - ETA: 4:16 - loss: 386.6632 - logits_profile_predictions_loss: 382.1438 - logcount_predictions_loss: 1.0760 307/1913 [===>..........................] - ETA: 4:15 - loss: 386.6635 - logits_profile_predictions_loss: 382.1438 - logcount_predictions_loss: 1.0761 308/1913 [===>..........................] - ETA: 4:15 - loss: 386.6648 - logits_profile_predictions_loss: 382.1447 - logcount_predictions_loss: 1.0762 309/1913 [===>..........................] - ETA: 4:15 - loss: 386.6654 - logits_profile_predictions_loss: 382.1449 - logcount_predictions_loss: 1.0763 310/1913 [===>..........................] - ETA: 4:15 - loss: 386.6668 - logits_profile_predictions_loss: 382.1459 - logcount_predictions_loss: 1.0764 311/1913 [===>..........................] - ETA: 4:15 - loss: 386.6670 - logits_profile_predictions_loss: 382.1457 - logcount_predictions_loss: 1.0765 312/1913 [===>..........................] - ETA: 4:15 - loss: 386.6672 - logits_profile_predictions_loss: 382.1455 - logcount_predictions_loss: 1.0766 313/1913 [===>..........................] - ETA: 4:14 - loss: 386.6679 - logits_profile_predictions_loss: 382.1458 - logcount_predictions_loss: 1.0767 314/1913 [===>..........................] - ETA: 4:14 - loss: 386.6697 - logits_profile_predictions_loss: 382.1473 - logcount_predictions_loss: 1.0768 315/1913 [===>..........................] - ETA: 4:14 - loss: 386.6714 - logits_profile_predictions_loss: 382.1485 - logcount_predictions_loss: 1.0769 316/1913 [===>..........................] - ETA: 4:14 - loss: 386.6723 - logits_profile_predictions_loss: 382.1491 - logcount_predictions_loss: 1.0770 317/1913 [===>..........................] - ETA: 4:14 - loss: 386.6736 - logits_profile_predictions_loss: 382.1499 - logcount_predictions_loss: 1.0770 318/1913 [===>..........................] - ETA: 4:14 - loss: 386.6741 - logits_profile_predictions_loss: 382.1501 - logcount_predictions_loss: 1.0771 319/1913 [====>.........................] - ETA: 4:13 - loss: 386.6751 - logits_profile_predictions_loss: 382.1507 - logcount_predictions_loss: 1.0772 320/1913 [====>.........................] - ETA: 4:13 - loss: 386.6772 - logits_profile_predictions_loss: 382.1525 - logcount_predictions_loss: 1.0773 321/1913 [====>.........................] - ETA: 4:13 - loss: 386.6808 - logits_profile_predictions_loss: 382.1556 - logcount_predictions_loss: 1.0774 322/1913 [====>.........................] - ETA: 4:13 - loss: 386.6849 - logits_profile_predictions_loss: 382.1594 - logcount_predictions_loss: 1.0775 323/1913 [====>.........................] - ETA: 4:13 - loss: 386.6905 - logits_profile_predictions_loss: 382.1646 - logcount_predictions_loss: 1.0776 324/1913 [====>.........................] - ETA: 4:13 - loss: 386.6966 - logits_profile_predictions_loss: 382.1703 - logcount_predictions_loss: 1.0777 325/1913 [====>.........................] - ETA: 4:13 - loss: 386.7033 - logits_profile_predictions_loss: 382.1766 - logcount_predictions_loss: 1.0778 326/1913 [====>.........................] - ETA: 4:12 - loss: 386.7103 - logits_profile_predictions_loss: 382.1831 - logcount_predictions_loss: 1.0779 327/1913 [====>.........................] - ETA: 4:12 - loss: 386.7172 - logits_profile_predictions_loss: 382.1897 - logcount_predictions_loss: 1.0780 328/1913 [====>.........................] - ETA: 4:12 - loss: 386.7238 - logits_profile_predictions_loss: 382.1958 - logcount_predictions_loss: 1.0781 329/1913 [====>.........................] - ETA: 4:12 - loss: 386.7305 - 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[====>.........................] - ETA: 4:09 - loss: 386.8558 - logits_profile_predictions_loss: 382.3189 - logcount_predictions_loss: 1.0802 350/1913 [====>.........................] - ETA: 4:09 - loss: 386.8618 - logits_profile_predictions_loss: 382.3245 - logcount_predictions_loss: 1.0803 351/1913 [====>.........................] - ETA: 4:08 - loss: 386.8683 - logits_profile_predictions_loss: 382.3305 - logcount_predictions_loss: 1.0804 352/1913 [====>.........................] - ETA: 4:08 - loss: 386.8754 - logits_profile_predictions_loss: 382.3372 - logcount_predictions_loss: 1.0805 353/1913 [====>.........................] - ETA: 4:08 - loss: 386.8837 - logits_profile_predictions_loss: 382.3451 - logcount_predictions_loss: 1.0806 354/1913 [====>.........................] - ETA: 4:08 - loss: 386.8913 - logits_profile_predictions_loss: 382.3522 - logcount_predictions_loss: 1.0807 355/1913 [====>.........................] - ETA: 4:08 - loss: 386.8988 - 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[====>.........................] - ETA: 4:07 - loss: 386.9548 - logits_profile_predictions_loss: 382.4120 - logcount_predictions_loss: 1.0816 363/1913 [====>.........................] - ETA: 4:07 - loss: 386.9631 - logits_profile_predictions_loss: 382.4198 - logcount_predictions_loss: 1.0817 364/1913 [====>.........................] - ETA: 4:06 - loss: 386.9710 - logits_profile_predictions_loss: 382.4273 - logcount_predictions_loss: 1.0818 365/1913 [====>.........................] - ETA: 4:06 - loss: 386.9799 - logits_profile_predictions_loss: 382.4358 - logcount_predictions_loss: 1.0819 366/1913 [====>.........................] - ETA: 4:06 - loss: 386.9889 - logits_profile_predictions_loss: 382.4443 - logcount_predictions_loss: 1.0820 367/1913 [====>.........................] - ETA: 4:06 - loss: 386.9984 - logits_profile_predictions_loss: 382.4533 - logcount_predictions_loss: 1.0822 368/1913 [====>.........................] - ETA: 4:06 - loss: 387.0082 - 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[====>.........................] - ETA: 4:05 - loss: 387.0674 - logits_profile_predictions_loss: 382.5188 - logcount_predictions_loss: 1.0830 376/1913 [====>.........................] - ETA: 4:05 - loss: 387.0749 - logits_profile_predictions_loss: 382.5259 - logcount_predictions_loss: 1.0831 377/1913 [====>.........................] - ETA: 4:04 - loss: 387.0820 - logits_profile_predictions_loss: 382.5326 - logcount_predictions_loss: 1.0832 378/1913 [====>.........................] - ETA: 4:04 - loss: 387.0889 - logits_profile_predictions_loss: 382.5390 - logcount_predictions_loss: 1.0833 379/1913 [====>.........................] - ETA: 4:04 - loss: 387.0958 - logits_profile_predictions_loss: 382.5455 - logcount_predictions_loss: 1.0834 380/1913 [====>.........................] - ETA: 4:04 - loss: 387.1022 - logits_profile_predictions_loss: 382.5515 - logcount_predictions_loss: 1.0835 381/1913 [====>.........................] - ETA: 4:04 - loss: 387.1082 - 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[=====>........................] - ETA: 4:01 - loss: 387.2234 - logits_profile_predictions_loss: 382.6642 - logcount_predictions_loss: 1.0855 402/1913 [=====>........................] - ETA: 4:00 - loss: 387.2297 - logits_profile_predictions_loss: 382.6701 - logcount_predictions_loss: 1.0856 403/1913 [=====>........................] - ETA: 4:00 - loss: 387.2358 - logits_profile_predictions_loss: 382.6758 - logcount_predictions_loss: 1.0857 404/1913 [=====>........................] - ETA: 4:00 - loss: 387.2416 - logits_profile_predictions_loss: 382.6812 - logcount_predictions_loss: 1.0858 405/1913 [=====>........................] - ETA: 4:00 - loss: 387.2468 - logits_profile_predictions_loss: 382.6860 - logcount_predictions_loss: 1.0859 406/1913 [=====>........................] - ETA: 4:00 - loss: 387.2519 - logits_profile_predictions_loss: 382.6907 - logcount_predictions_loss: 1.0860 407/1913 [=====>........................] - ETA: 4:00 - loss: 387.2567 - 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[=====>........................] - ETA: 3:59 - loss: 387.2890 - logits_profile_predictions_loss: 382.7248 - logcount_predictions_loss: 1.0867 415/1913 [=====>........................] - ETA: 3:58 - loss: 387.2942 - logits_profile_predictions_loss: 382.7297 - logcount_predictions_loss: 1.0868 416/1913 [=====>........................] - ETA: 3:58 - loss: 387.2997 - logits_profile_predictions_loss: 382.7348 - logcount_predictions_loss: 1.0869 417/1913 [=====>........................] - ETA: 3:58 - loss: 387.3050 - logits_profile_predictions_loss: 382.7397 - logcount_predictions_loss: 1.0870 418/1913 [=====>........................] - ETA: 3:58 - loss: 387.3100 - logits_profile_predictions_loss: 382.7443 - logcount_predictions_loss: 1.0871 419/1913 [=====>........................] - ETA: 3:58 - loss: 387.3150 - logits_profile_predictions_loss: 382.7489 - logcount_predictions_loss: 1.0871 420/1913 [=====>........................] - ETA: 3:58 - loss: 387.3195 - 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[=====>........................] - ETA: 3:54 - loss: 387.3962 - logits_profile_predictions_loss: 382.8231 - logcount_predictions_loss: 1.0888 441/1913 [=====>........................] - ETA: 3:54 - loss: 387.3993 - logits_profile_predictions_loss: 382.8259 - logcount_predictions_loss: 1.0889 442/1913 [=====>........................] - ETA: 3:54 - loss: 387.4028 - logits_profile_predictions_loss: 382.8291 - logcount_predictions_loss: 1.0890 443/1913 [=====>........................] - ETA: 3:54 - loss: 387.4065 - logits_profile_predictions_loss: 382.8325 - logcount_predictions_loss: 1.0891 444/1913 [=====>........................] - ETA: 3:54 - loss: 387.4103 - logits_profile_predictions_loss: 382.8359 - logcount_predictions_loss: 1.0891 445/1913 [=====>........................] - ETA: 3:54 - loss: 387.4140 - logits_profile_predictions_loss: 382.8393 - logcount_predictions_loss: 1.0892 446/1913 [=====>........................] - ETA: 3:53 - loss: 387.4177 - 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[====>.........................] - ETA: 4:12 - loss: 370.3845 - logits_profile_predictions_loss: 366.1960 - logcount_predictions_loss: 0.9973 328/1913 [====>.........................] - ETA: 4:12 - loss: 370.3885 - logits_profile_predictions_loss: 366.1999 - logcount_predictions_loss: 0.9973 329/1913 [====>.........................] - ETA: 4:11 - loss: 370.3929 - logits_profile_predictions_loss: 366.2041 - logcount_predictions_loss: 0.9973 330/1913 [====>.........................] - ETA: 4:11 - loss: 370.3976 - logits_profile_predictions_loss: 366.2088 - logcount_predictions_loss: 0.9973 331/1913 [====>.........................] - ETA: 4:11 - loss: 370.4026 - logits_profile_predictions_loss: 366.2137 - logcount_predictions_loss: 0.9973 332/1913 [====>.........................] - ETA: 4:11 - loss: 370.4072 - logits_profile_predictions_loss: 366.2182 - logcount_predictions_loss: 0.9974 333/1913 [====>.........................] - ETA: 4:11 - loss: 370.4114 - 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[====>.........................] - ETA: 4:10 - loss: 370.4428 - logits_profile_predictions_loss: 366.2533 - logcount_predictions_loss: 0.9975 341/1913 [====>.........................] - ETA: 4:09 - loss: 370.4484 - logits_profile_predictions_loss: 366.2588 - logcount_predictions_loss: 0.9975 342/1913 [====>.........................] - ETA: 4:09 - loss: 370.4547 - logits_profile_predictions_loss: 366.2649 - logcount_predictions_loss: 0.9975 343/1913 [====>.........................] - ETA: 4:09 - loss: 370.4615 - logits_profile_predictions_loss: 366.2718 - logcount_predictions_loss: 0.9976 344/1913 [====>.........................] - ETA: 4:09 - loss: 370.4686 - logits_profile_predictions_loss: 366.2787 - logcount_predictions_loss: 0.9976 345/1913 [====>.........................] - ETA: 4:09 - loss: 370.4768 - logits_profile_predictions_loss: 366.2868 - logcount_predictions_loss: 0.9976 346/1913 [====>.........................] - ETA: 4:09 - loss: 370.4853 - logits_profile_predictions_loss: 366.2953 - logcount_predictions_loss: 0.9976 347/1913 [====>.........................] - ETA: 4:09 - loss: 370.4934 - logits_profile_predictions_loss: 366.3033 - logcount_predictions_loss: 0.9976 348/1913 [====>.........................] - ETA: 4:08 - loss: 370.5010 - logits_profile_predictions_loss: 366.3108 - logcount_predictions_loss: 0.9977 349/1913 [====>.........................] - ETA: 4:08 - loss: 370.5079 - logits_profile_predictions_loss: 366.3176 - logcount_predictions_loss: 0.9977 350/1913 [====>.........................] - ETA: 4:08 - loss: 370.5150 - logits_profile_predictions_loss: 366.3247 - logcount_predictions_loss: 0.9977 351/1913 [====>.........................] - ETA: 4:08 - loss: 370.5213 - logits_profile_predictions_loss: 366.3309 - logcount_predictions_loss: 0.9977 352/1913 [====>.........................] - ETA: 4:08 - loss: 370.5284 - logits_profile_predictions_loss: 366.3379 - logcount_predictions_loss: 0.9977 353/1913 [====>.........................] - ETA: 4:08 - loss: 370.5357 - logits_profile_predictions_loss: 366.3452 - logcount_predictions_loss: 0.9977 354/1913 [====>.........................] - ETA: 4:07 - loss: 370.5440 - logits_profile_predictions_loss: 366.3533 - logcount_predictions_loss: 0.9978 355/1913 [====>.........................] - ETA: 4:07 - loss: 370.5520 - logits_profile_predictions_loss: 366.3612 - logcount_predictions_loss: 0.9978 356/1913 [====>.........................] - ETA: 4:07 - loss: 370.5599 - logits_profile_predictions_loss: 366.3691 - logcount_predictions_loss: 0.9978 357/1913 [====>.........................] - ETA: 4:07 - loss: 370.5674 - logits_profile_predictions_loss: 366.3765 - logcount_predictions_loss: 0.9978 358/1913 [====>.........................] - ETA: 4:07 - loss: 370.5743 - logits_profile_predictions_loss: 366.3833 - logcount_predictions_loss: 0.9979 359/1913 [====>.........................] - ETA: 4:07 - loss: 370.5814 - 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logits_profile_predictions_loss: 368.1861 - logcount_predictions_loss: 0.9825 1908/1913 [============================>.] - ETA: 0s - loss: 372.3120 - logits_profile_predictions_loss: 368.1858 - logcount_predictions_loss: 0.9825 1909/1913 [============================>.] - ETA: 0s - loss: 372.3117 - logits_profile_predictions_loss: 368.1856 - logcount_predictions_loss: 0.9825 1910/1913 [============================>.] - ETA: 0s - loss: 372.3114 - logits_profile_predictions_loss: 368.1854 - logcount_predictions_loss: 0.9825 1911/1913 [============================>.] - ETA: 0s - loss: 372.3112 - logits_profile_predictions_loss: 368.1851 - logcount_predictions_loss: 0.9824 1912/1913 [============================>.] - ETA: 0s - loss: 372.3110 - logits_profile_predictions_loss: 368.1849 - logcount_predictions_loss: 0.9824 1913/1913 [==============================] - ETA: 0s - loss: 372.3107 - logits_profile_predictions_loss: 368.1847 - logcount_predictions_loss: 0.9824 1913/1913 [==============================] - 319s 167ms/step - loss: 372.3104 - logits_profile_predictions_loss: 368.1845 - logcount_predictions_loss: 0.9824 - val_loss: 345.4760 - val_logits_profile_predictions_loss: 341.8992 - val_logcount_predictions_loss: 0.8516 + +Epoch 00003: val_loss did not improve from 344.32959 +Epoch 4/50 + 1/1913 [..............................] - ETA: 6:46 - loss: 403.6112 - logits_profile_predictions_loss: 397.4493 - logcount_predictions_loss: 1.4671 2/1913 [..............................] - ETA: 5:27 - loss: 397.0950 - logits_profile_predictions_loss: 391.4534 - logcount_predictions_loss: 1.3432 3/1913 [..............................] - ETA: 5:14 - loss: 393.1925 - logits_profile_predictions_loss: 387.7189 - logcount_predictions_loss: 1.3032 4/1913 [..............................] - ETA: 5:10 - loss: 389.1264 - logits_profile_predictions_loss: 383.7086 - logcount_predictions_loss: 1.2899 5/1913 [..............................] - ETA: 5:07 - loss: 386.5271 - logits_profile_predictions_loss: 381.1949 - logcount_predictions_loss: 1.2696 6/1913 [..............................] - ETA: 5:06 - loss: 383.7988 - logits_profile_predictions_loss: 378.5768 - logcount_predictions_loss: 1.2433 7/1913 [..............................] - ETA: 5:05 - loss: 383.3433 - logits_profile_predictions_loss: 378.2082 - logcount_predictions_loss: 1.2227 8/1913 [..............................] - ETA: 5:04 - loss: 380.7669 - logits_profile_predictions_loss: 375.7133 - logcount_predictions_loss: 1.2033 9/1913 [..............................] - ETA: 5:04 - loss: 378.5325 - logits_profile_predictions_loss: 373.5572 - logcount_predictions_loss: 1.1846 10/1913 [..............................] - ETA: 5:03 - loss: 377.1849 - logits_profile_predictions_loss: 372.2797 - logcount_predictions_loss: 1.1679 11/1913 [..............................] - ETA: 5:03 - loss: 376.2634 - logits_profile_predictions_loss: 371.4170 - logcount_predictions_loss: 1.1539 12/1913 [..............................] - ETA: 5:02 - loss: 375.6245 - logits_profile_predictions_loss: 370.8207 - logcount_predictions_loss: 1.1438 13/1913 [..............................] - ETA: 5:02 - loss: 375.2484 - logits_profile_predictions_loss: 370.4883 - logcount_predictions_loss: 1.1334 14/1913 [..............................] - ETA: 5:02 - loss: 375.4103 - logits_profile_predictions_loss: 370.6897 - logcount_predictions_loss: 1.1240 15/1913 [..............................] - ETA: 5:01 - loss: 375.1230 - logits_profile_predictions_loss: 370.4443 - logcount_predictions_loss: 1.1140 16/1913 [..............................] - ETA: 5:01 - loss: 375.0339 - logits_profile_predictions_loss: 370.3929 - logcount_predictions_loss: 1.1050 17/1913 [..............................] - ETA: 5:01 - loss: 375.1155 - logits_profile_predictions_loss: 370.5095 - logcount_predictions_loss: 1.0967 18/1913 [..............................] - ETA: 5:00 - loss: 374.9675 - logits_profile_predictions_loss: 370.3947 - logcount_predictions_loss: 1.0888 19/1913 [..............................] - ETA: 5:00 - loss: 374.7131 - logits_profile_predictions_loss: 370.1692 - logcount_predictions_loss: 1.0819 20/1913 [..............................] - ETA: 5:00 - loss: 374.3704 - logits_profile_predictions_loss: 369.8504 - logcount_predictions_loss: 1.0762 21/1913 [..............................] - ETA: 5:00 - loss: 374.2260 - logits_profile_predictions_loss: 369.7289 - logcount_predictions_loss: 1.0708 22/1913 [..............................] - ETA: 5:00 - loss: 374.3187 - logits_profile_predictions_loss: 369.8432 - logcount_predictions_loss: 1.0656 23/1913 [..............................] - ETA: 4:59 - loss: 374.4420 - logits_profile_predictions_loss: 369.9870 - logcount_predictions_loss: 1.0607 24/1913 [..............................] - ETA: 4:59 - loss: 374.5102 - logits_profile_predictions_loss: 370.0761 - logcount_predictions_loss: 1.0557 25/1913 [..............................] - ETA: 4:59 - loss: 374.5327 - logits_profile_predictions_loss: 370.1176 - logcount_predictions_loss: 1.0512 26/1913 [..............................] - ETA: 4:59 - loss: 374.5696 - logits_profile_predictions_loss: 370.1717 - logcount_predictions_loss: 1.0471 27/1913 [..............................] - ETA: 4:59 - loss: 374.6024 - logits_profile_predictions_loss: 370.2191 - logcount_predictions_loss: 1.0436 28/1913 [..............................] - ETA: 4:58 - loss: 374.5859 - logits_profile_predictions_loss: 370.2174 - logcount_predictions_loss: 1.0401 29/1913 [..............................] - ETA: 4:58 - loss: 374.5714 - logits_profile_predictions_loss: 370.2185 - logcount_predictions_loss: 1.0364 30/1913 [..............................] - ETA: 4:58 - loss: 374.5459 - logits_profile_predictions_loss: 370.2069 - logcount_predictions_loss: 1.0331 31/1913 [..............................] - ETA: 4:58 - loss: 374.5091 - logits_profile_predictions_loss: 370.1836 - logcount_predictions_loss: 1.0299 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logits_profile_predictions_loss: 369.8012 - logcount_predictions_loss: 1.0143 39/1913 [..............................] - ETA: 4:57 - loss: 374.0130 - logits_profile_predictions_loss: 369.7610 - logcount_predictions_loss: 1.0124 40/1913 [..............................] - ETA: 4:56 - loss: 373.9976 - logits_profile_predictions_loss: 369.7533 - logcount_predictions_loss: 1.0105 41/1913 [..............................] - ETA: 4:56 - loss: 374.0520 - logits_profile_predictions_loss: 369.8150 - logcount_predictions_loss: 1.0088 42/1913 [..............................] - ETA: 4:56 - loss: 374.1632 - logits_profile_predictions_loss: 369.9328 - logcount_predictions_loss: 1.0073 43/1913 [..............................] - ETA: 4:56 - loss: 374.2297 - logits_profile_predictions_loss: 370.0057 - logcount_predictions_loss: 1.0057 44/1913 [..............................] - ETA: 4:56 - loss: 374.3009 - logits_profile_predictions_loss: 370.0835 - logcount_predictions_loss: 1.0042 45/1913 [..............................] - ETA: 4:56 - loss: 374.3544 - logits_profile_predictions_loss: 370.1438 - logcount_predictions_loss: 1.0025 46/1913 [..............................] - ETA: 4:55 - loss: 374.3778 - logits_profile_predictions_loss: 370.1740 - logcount_predictions_loss: 1.0009 47/1913 [..............................] - ETA: 4:55 - loss: 374.3976 - logits_profile_predictions_loss: 370.2002 - logcount_predictions_loss: 0.9994 48/1913 [..............................] - ETA: 4:55 - loss: 374.4324 - logits_profile_predictions_loss: 370.2413 - logcount_predictions_loss: 0.9979 49/1913 [..............................] - ETA: 4:55 - loss: 374.4315 - logits_profile_predictions_loss: 370.2468 - logcount_predictions_loss: 0.9963 50/1913 [..............................] - ETA: 4:55 - loss: 374.4178 - logits_profile_predictions_loss: 370.2398 - logcount_predictions_loss: 0.9947 51/1913 [..............................] - ETA: 4:55 - loss: 374.4088 - logits_profile_predictions_loss: 370.2366 - logcount_predictions_loss: 0.9934 52/1913 [..............................] - ETA: 4:54 - loss: 374.3963 - logits_profile_predictions_loss: 370.2298 - logcount_predictions_loss: 0.9920 53/1913 [..............................] - ETA: 4:54 - loss: 374.3860 - logits_profile_predictions_loss: 370.2250 - logcount_predictions_loss: 0.9907 54/1913 [..............................] - ETA: 4:54 - loss: 374.3761 - logits_profile_predictions_loss: 370.2201 - logcount_predictions_loss: 0.9895 55/1913 [..............................] - ETA: 4:54 - loss: 374.3914 - logits_profile_predictions_loss: 370.2400 - logcount_predictions_loss: 0.9884 56/1913 [..............................] - ETA: 4:54 - loss: 374.4065 - logits_profile_predictions_loss: 370.2593 - logcount_predictions_loss: 0.9874 57/1913 [..............................] - ETA: 4:54 - loss: 374.4080 - logits_profile_predictions_loss: 370.2649 - logcount_predictions_loss: 0.9864 58/1913 [..............................] - ETA: 4:54 - loss: 374.4041 - logits_profile_predictions_loss: 370.2649 - logcount_predictions_loss: 0.9855 59/1913 [..............................] - ETA: 4:53 - loss: 374.3847 - logits_profile_predictions_loss: 370.2492 - logcount_predictions_loss: 0.9847 60/1913 [..............................] - ETA: 4:53 - loss: 374.3641 - logits_profile_predictions_loss: 370.2318 - logcount_predictions_loss: 0.9839 61/1913 [..............................] - ETA: 4:53 - loss: 374.3329 - logits_profile_predictions_loss: 370.2038 - logcount_predictions_loss: 0.9831 62/1913 [..............................] - ETA: 4:53 - loss: 374.2987 - logits_profile_predictions_loss: 370.1731 - logcount_predictions_loss: 0.9823 63/1913 [..............................] - ETA: 4:53 - loss: 374.2453 - logits_profile_predictions_loss: 370.1233 - logcount_predictions_loss: 0.9814 64/1913 [>.............................] - ETA: 4:53 - loss: 374.1921 - logits_profile_predictions_loss: 370.0733 - logcount_predictions_loss: 0.9807 65/1913 [>.............................] - ETA: 4:52 - loss: 374.1369 - logits_profile_predictions_loss: 370.0214 - logcount_predictions_loss: 0.9799 66/1913 [>.............................] - ETA: 4:52 - loss: 374.1012 - logits_profile_predictions_loss: 369.9889 - logcount_predictions_loss: 0.9791 67/1913 [>.............................] - ETA: 4:52 - loss: 374.0708 - logits_profile_predictions_loss: 369.9615 - logcount_predictions_loss: 0.9784 68/1913 [>.............................] - ETA: 4:52 - loss: 374.0282 - logits_profile_predictions_loss: 369.9220 - logcount_predictions_loss: 0.9777 69/1913 [>.............................] - ETA: 4:52 - loss: 373.9827 - logits_profile_predictions_loss: 369.8796 - logcount_predictions_loss: 0.9769 70/1913 [>.............................] - ETA: 4:52 - loss: 373.9475 - logits_profile_predictions_loss: 369.8474 - logcount_predictions_loss: 0.9762 71/1913 [>.............................] - ETA: 4:52 - loss: 373.9214 - logits_profile_predictions_loss: 369.8244 - logcount_predictions_loss: 0.9755 72/1913 [>.............................] - ETA: 4:51 - loss: 373.8925 - logits_profile_predictions_loss: 369.7985 - logcount_predictions_loss: 0.9748 73/1913 [>.............................] - ETA: 4:51 - loss: 373.8455 - logits_profile_predictions_loss: 369.7548 - logcount_predictions_loss: 0.9740 74/1913 [>.............................] - ETA: 4:51 - loss: 373.7990 - logits_profile_predictions_loss: 369.7115 - logcount_predictions_loss: 0.9732 75/1913 [>.............................] - ETA: 4:51 - loss: 373.7537 - logits_profile_predictions_loss: 369.6695 - logcount_predictions_loss: 0.9724 76/1913 [>.............................] - ETA: 4:51 - loss: 373.6984 - logits_profile_predictions_loss: 369.6175 - logcount_predictions_loss: 0.9716 77/1913 [>.............................] - ETA: 4:51 - loss: 373.6390 - logits_profile_predictions_loss: 369.5614 - logcount_predictions_loss: 0.9709 78/1913 [>.............................] - ETA: 4:50 - loss: 373.5858 - logits_profile_predictions_loss: 369.5112 - logcount_predictions_loss: 0.9701 79/1913 [>.............................] - ETA: 4:50 - loss: 373.5277 - logits_profile_predictions_loss: 369.4560 - logcount_predictions_loss: 0.9695 80/1913 [>.............................] - ETA: 4:50 - loss: 373.4688 - logits_profile_predictions_loss: 369.3998 - logcount_predictions_loss: 0.9688 81/1913 [>.............................] - ETA: 4:50 - loss: 373.4094 - logits_profile_predictions_loss: 369.3433 - logcount_predictions_loss: 0.9681 82/1913 [>.............................] - ETA: 4:50 - loss: 373.3459 - logits_profile_predictions_loss: 369.2825 - logcount_predictions_loss: 0.9675 83/1913 [>.............................] - ETA: 4:50 - loss: 373.2645 - logits_profile_predictions_loss: 369.2038 - logcount_predictions_loss: 0.9668 84/1913 [>.............................] - ETA: 4:50 - loss: 373.1943 - logits_profile_predictions_loss: 369.1363 - logcount_predictions_loss: 0.9662 85/1913 [>.............................] - ETA: 4:49 - loss: 373.1352 - logits_profile_predictions_loss: 369.0798 - logcount_predictions_loss: 0.9656 86/1913 [>.............................] - ETA: 4:49 - loss: 373.0756 - logits_profile_predictions_loss: 369.0227 - logcount_predictions_loss: 0.9650 87/1913 [>.............................] - ETA: 4:49 - loss: 373.0253 - logits_profile_predictions_loss: 368.9748 - logcount_predictions_loss: 0.9644 88/1913 [>.............................] - ETA: 4:49 - loss: 372.9739 - logits_profile_predictions_loss: 368.9259 - logcount_predictions_loss: 0.9638 89/1913 [>.............................] - ETA: 4:49 - loss: 372.9214 - logits_profile_predictions_loss: 368.8755 - logcount_predictions_loss: 0.9633 90/1913 [>.............................] - ETA: 4:49 - loss: 372.8704 - logits_profile_predictions_loss: 368.8265 - logcount_predictions_loss: 0.9628 91/1913 [>.............................] - ETA: 4:48 - 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[>.............................] - ETA: 4:45 - loss: 371.6069 - logits_profile_predictions_loss: 367.5956 - logcount_predictions_loss: 0.9551 112/1913 [>.............................] - ETA: 4:45 - loss: 371.5486 - logits_profile_predictions_loss: 367.5384 - logcount_predictions_loss: 0.9548 113/1913 [>.............................] - ETA: 4:45 - loss: 371.4820 - logits_profile_predictions_loss: 367.4727 - logcount_predictions_loss: 0.9546 114/1913 [>.............................] - ETA: 4:45 - loss: 371.4146 - logits_profile_predictions_loss: 367.4063 - logcount_predictions_loss: 0.9544 115/1913 [>.............................] - ETA: 4:45 - loss: 371.3468 - logits_profile_predictions_loss: 367.3396 - logcount_predictions_loss: 0.9541 116/1913 [>.............................] - ETA: 4:45 - loss: 371.2856 - logits_profile_predictions_loss: 367.2794 - logcount_predictions_loss: 0.9539 117/1913 [>.............................] - ETA: 4:44 - loss: 371.2280 - logits_profile_predictions_loss: 367.2229 - logcount_predictions_loss: 0.9536 118/1913 [>.............................] - ETA: 4:44 - loss: 371.1753 - logits_profile_predictions_loss: 367.1713 - logcount_predictions_loss: 0.9534 119/1913 [>.............................] - ETA: 4:44 - loss: 371.1214 - logits_profile_predictions_loss: 367.1182 - logcount_predictions_loss: 0.9531 120/1913 [>.............................] - ETA: 4:44 - loss: 371.0684 - logits_profile_predictions_loss: 367.0661 - logcount_predictions_loss: 0.9529 121/1913 [>.............................] - ETA: 4:44 - loss: 371.0108 - logits_profile_predictions_loss: 367.0096 - logcount_predictions_loss: 0.9527 122/1913 [>.............................] - ETA: 4:44 - loss: 370.9607 - logits_profile_predictions_loss: 366.9605 - logcount_predictions_loss: 0.9524 123/1913 [>.............................] - ETA: 4:44 - loss: 370.9166 - logits_profile_predictions_loss: 366.9175 - logcount_predictions_loss: 0.9522 124/1913 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[=====>........................] - ETA: 3:56 - loss: 364.5065 - logits_profile_predictions_loss: 360.7973 - logcount_predictions_loss: 0.8831 428/1913 [=====>........................] - ETA: 3:56 - loss: 364.5051 - logits_profile_predictions_loss: 360.7961 - logcount_predictions_loss: 0.8831 429/1913 [=====>........................] - ETA: 3:56 - loss: 364.5035 - logits_profile_predictions_loss: 360.7946 - logcount_predictions_loss: 0.8831 430/1913 [=====>........................] - ETA: 3:55 - loss: 364.5016 - logits_profile_predictions_loss: 360.7928 - logcount_predictions_loss: 0.8830 431/1913 [=====>........................] - ETA: 3:55 - loss: 364.4996 - logits_profile_predictions_loss: 360.7909 - logcount_predictions_loss: 0.8830 432/1913 [=====>........................] - ETA: 3:55 - loss: 364.4976 - logits_profile_predictions_loss: 360.7891 - logcount_predictions_loss: 0.8830 433/1913 [=====>........................] - ETA: 3:55 - loss: 364.4962 - 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[..............................] - ETA: 5:01 - loss: 367.2191 - logits_profile_predictions_loss: 363.0230 - logcount_predictions_loss: 0.9991 9/1913 [..............................] - ETA: 5:00 - loss: 364.8037 - logits_profile_predictions_loss: 360.6454 - logcount_predictions_loss: 0.9901 10/1913 [..............................] - ETA: 5:00 - loss: 362.3386 - logits_profile_predictions_loss: 358.2092 - logcount_predictions_loss: 0.9832 11/1913 [..............................] - ETA: 5:00 - loss: 359.5953 - logits_profile_predictions_loss: 355.4916 - logcount_predictions_loss: 0.9771 12/1913 [..............................] - ETA: 5:00 - loss: 358.0918 - logits_profile_predictions_loss: 354.0154 - logcount_predictions_loss: 0.9706 13/1913 [..............................] - ETA: 5:00 - loss: 357.2380 - logits_profile_predictions_loss: 353.1877 - logcount_predictions_loss: 0.9644 14/1913 [..............................] - ETA: 5:00 - loss: 356.7015 - logits_profile_predictions_loss: 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[..............................] - ETA: 4:56 - loss: 356.6175 - logits_profile_predictions_loss: 352.9146 - logcount_predictions_loss: 0.8816 42/1913 [..............................] - ETA: 4:56 - loss: 356.6977 - logits_profile_predictions_loss: 353.0012 - logcount_predictions_loss: 0.8801 43/1913 [..............................] - ETA: 4:56 - loss: 356.7590 - logits_profile_predictions_loss: 353.0683 - logcount_predictions_loss: 0.8787 44/1913 [..............................] - ETA: 4:55 - loss: 356.8163 - logits_profile_predictions_loss: 353.1308 - logcount_predictions_loss: 0.8775 45/1913 [..............................] - ETA: 4:55 - loss: 356.8589 - logits_profile_predictions_loss: 353.1784 - logcount_predictions_loss: 0.8763 46/1913 [..............................] - ETA: 4:55 - loss: 356.8794 - logits_profile_predictions_loss: 353.2042 - logcount_predictions_loss: 0.8750 47/1913 [..............................] - ETA: 4:55 - loss: 356.8668 - logits_profile_predictions_loss: 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[=>............................] - ETA: 4:34 - loss: 355.8759 - logits_profile_predictions_loss: 352.3527 - logcount_predictions_loss: 0.8389 186/1913 [=>............................] - ETA: 4:34 - loss: 355.8637 - logits_profile_predictions_loss: 352.3410 - logcount_predictions_loss: 0.8387 187/1913 [=>............................] - ETA: 4:34 - loss: 355.8521 - logits_profile_predictions_loss: 352.3299 - logcount_predictions_loss: 0.8386 188/1913 [=>............................] - ETA: 4:34 - loss: 355.8416 - logits_profile_predictions_loss: 352.3199 - logcount_predictions_loss: 0.8385 189/1913 [=>............................] - ETA: 4:33 - loss: 355.8314 - logits_profile_predictions_loss: 352.3101 - logcount_predictions_loss: 0.8384 190/1913 [=>............................] - ETA: 4:33 - loss: 355.8213 - logits_profile_predictions_loss: 352.3006 - logcount_predictions_loss: 0.8383 191/1913 [=>............................] - ETA: 4:33 - loss: 355.8131 - 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[===>..........................] - ETA: 4:22 - loss: 355.9868 - logits_profile_predictions_loss: 352.4837 - logcount_predictions_loss: 0.8341 264/1913 [===>..........................] - ETA: 4:22 - loss: 355.9901 - logits_profile_predictions_loss: 352.4872 - logcount_predictions_loss: 0.8340 265/1913 [===>..........................] - ETA: 4:22 - loss: 355.9932 - logits_profile_predictions_loss: 352.4905 - logcount_predictions_loss: 0.8340 266/1913 [===>..........................] - ETA: 4:21 - loss: 355.9984 - logits_profile_predictions_loss: 352.4958 - logcount_predictions_loss: 0.8339 267/1913 [===>..........................] - ETA: 4:21 - loss: 356.0025 - logits_profile_predictions_loss: 352.5002 - logcount_predictions_loss: 0.8339 268/1913 [===>..........................] - ETA: 4:21 - loss: 356.0066 - logits_profile_predictions_loss: 352.5044 - logcount_predictions_loss: 0.8338 269/1913 [===>..........................] - ETA: 4:21 - loss: 356.0104 - 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[===>..........................] - ETA: 4:20 - loss: 356.0417 - logits_profile_predictions_loss: 352.5411 - logcount_predictions_loss: 0.8335 277/1913 [===>..........................] - ETA: 4:20 - loss: 356.0477 - logits_profile_predictions_loss: 352.5473 - logcount_predictions_loss: 0.8334 278/1913 [===>..........................] - ETA: 4:19 - loss: 356.0530 - logits_profile_predictions_loss: 352.5527 - logcount_predictions_loss: 0.8334 279/1913 [===>..........................] - ETA: 4:19 - loss: 356.0579 - logits_profile_predictions_loss: 352.5578 - logcount_predictions_loss: 0.8333 280/1913 [===>..........................] - ETA: 4:19 - loss: 356.0639 - logits_profile_predictions_loss: 352.5641 - logcount_predictions_loss: 0.8333 281/1913 [===>..........................] - ETA: 4:19 - loss: 356.0706 - logits_profile_predictions_loss: 352.5710 - logcount_predictions_loss: 0.8332 282/1913 [===>..........................] - ETA: 4:19 - loss: 356.0768 - 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[===>..........................] - ETA: 4:18 - loss: 356.1206 - logits_profile_predictions_loss: 352.6222 - logcount_predictions_loss: 0.8329 290/1913 [===>..........................] - ETA: 4:18 - loss: 356.1275 - logits_profile_predictions_loss: 352.6293 - logcount_predictions_loss: 0.8329 291/1913 [===>..........................] - ETA: 4:17 - loss: 356.1341 - logits_profile_predictions_loss: 352.6359 - logcount_predictions_loss: 0.8329 292/1913 [===>..........................] - ETA: 4:17 - loss: 356.1406 - logits_profile_predictions_loss: 352.6426 - logcount_predictions_loss: 0.8328 293/1913 [===>..........................] - ETA: 4:17 - loss: 356.1463 - logits_profile_predictions_loss: 352.6485 - logcount_predictions_loss: 0.8328 294/1913 [===>..........................] - ETA: 4:17 - loss: 356.1517 - logits_profile_predictions_loss: 352.6540 - logcount_predictions_loss: 0.8328 295/1913 [===>..........................] - ETA: 4:17 - loss: 356.1571 - 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[===>..........................] - ETA: 4:16 - loss: 356.1958 - logits_profile_predictions_loss: 352.6991 - logcount_predictions_loss: 0.8326 303/1913 [===>..........................] - ETA: 4:16 - loss: 356.2008 - logits_profile_predictions_loss: 352.7041 - logcount_predictions_loss: 0.8325 304/1913 [===>..........................] - ETA: 4:15 - loss: 356.2060 - logits_profile_predictions_loss: 352.7095 - logcount_predictions_loss: 0.8325 305/1913 [===>..........................] - ETA: 4:15 - loss: 356.2118 - logits_profile_predictions_loss: 352.7154 - logcount_predictions_loss: 0.8325 306/1913 [===>..........................] - ETA: 4:15 - loss: 356.2173 - logits_profile_predictions_loss: 352.7209 - logcount_predictions_loss: 0.8325 307/1913 [===>..........................] - ETA: 4:15 - loss: 356.2236 - logits_profile_predictions_loss: 352.7273 - logcount_predictions_loss: 0.8324 308/1913 [===>..........................] - ETA: 4:15 - loss: 356.2288 - logits_profile_predictions_loss: 352.7326 - logcount_predictions_loss: 0.8324 309/1913 [===>..........................] - ETA: 4:15 - loss: 356.2336 - logits_profile_predictions_loss: 352.7375 - logcount_predictions_loss: 0.8324 310/1913 [===>..........................] - ETA: 4:14 - loss: 356.2383 - logits_profile_predictions_loss: 352.7423 - logcount_predictions_loss: 0.8324 311/1913 [===>..........................] - ETA: 4:14 - loss: 356.2430 - logits_profile_predictions_loss: 352.7471 - logcount_predictions_loss: 0.8324 312/1913 [===>..........................] - ETA: 4:14 - loss: 356.2480 - logits_profile_predictions_loss: 352.7521 - logcount_predictions_loss: 0.8324 313/1913 [===>..........................] - ETA: 4:14 - loss: 356.2540 - logits_profile_predictions_loss: 352.7582 - logcount_predictions_loss: 0.8323 314/1913 [===>..........................] - ETA: 4:14 - loss: 356.2597 - logits_profile_predictions_loss: 352.7640 - logcount_predictions_loss: 0.8323 315/1913 [===>..........................] - ETA: 4:14 - loss: 356.2660 - logits_profile_predictions_loss: 352.7703 - logcount_predictions_loss: 0.8323 316/1913 [===>..........................] - ETA: 4:14 - loss: 356.2722 - logits_profile_predictions_loss: 352.7767 - logcount_predictions_loss: 0.8323 317/1913 [===>..........................] - ETA: 4:13 - loss: 356.2788 - logits_profile_predictions_loss: 352.7833 - logcount_predictions_loss: 0.8323 318/1913 [===>..........................] - ETA: 4:13 - loss: 356.2844 - logits_profile_predictions_loss: 352.7889 - logcount_predictions_loss: 0.8322 319/1913 [====>.........................] - ETA: 4:13 - loss: 356.2890 - logits_profile_predictions_loss: 352.7937 - logcount_predictions_loss: 0.8322 320/1913 [====>.........................] - ETA: 4:13 - loss: 356.2937 - logits_profile_predictions_loss: 352.7984 - logcount_predictions_loss: 0.8322 321/1913 [====>.........................] - ETA: 4:13 - loss: 356.2984 - logits_profile_predictions_loss: 352.8032 - logcount_predictions_loss: 0.8322 322/1913 [====>.........................] - ETA: 4:13 - loss: 356.3029 - logits_profile_predictions_loss: 352.8078 - logcount_predictions_loss: 0.8322 323/1913 [====>.........................] - ETA: 4:12 - loss: 356.3073 - logits_profile_predictions_loss: 352.8122 - logcount_predictions_loss: 0.8322 324/1913 [====>.........................] - ETA: 4:12 - loss: 356.3117 - logits_profile_predictions_loss: 352.8166 - logcount_predictions_loss: 0.8322 325/1913 [====>.........................] - ETA: 4:12 - loss: 356.3155 - logits_profile_predictions_loss: 352.8204 - logcount_predictions_loss: 0.8322 326/1913 [====>.........................] - ETA: 4:12 - loss: 356.3191 - logits_profile_predictions_loss: 352.8240 - logcount_predictions_loss: 0.8322 327/1913 [====>.........................] - ETA: 4:12 - loss: 356.3222 - logits_profile_predictions_loss: 352.8271 - logcount_predictions_loss: 0.8321 328/1913 [====>.........................] - ETA: 4:12 - loss: 356.3246 - logits_profile_predictions_loss: 352.8296 - logcount_predictions_loss: 0.8321 329/1913 [====>.........................] - ETA: 4:11 - loss: 356.3269 - logits_profile_predictions_loss: 352.8319 - logcount_predictions_loss: 0.8321 330/1913 [====>.........................] - ETA: 4:11 - loss: 356.3295 - logits_profile_predictions_loss: 352.8345 - logcount_predictions_loss: 0.8321 331/1913 [====>.........................] - ETA: 4:11 - loss: 356.3330 - logits_profile_predictions_loss: 352.8380 - logcount_predictions_loss: 0.8321 332/1913 [====>.........................] - ETA: 4:11 - loss: 356.3372 - logits_profile_predictions_loss: 352.8423 - logcount_predictions_loss: 0.8321 333/1913 [====>.........................] - ETA: 4:11 - loss: 356.3414 - logits_profile_predictions_loss: 352.8464 - logcount_predictions_loss: 0.8321 334/1913 [====>.........................] - ETA: 4:11 - loss: 356.3451 - logits_profile_predictions_loss: 352.8502 - logcount_predictions_loss: 0.8321 335/1913 [====>.........................] - ETA: 4:11 - loss: 356.3490 - logits_profile_predictions_loss: 352.8541 - logcount_predictions_loss: 0.8321 336/1913 [====>.........................] - ETA: 4:10 - loss: 356.3525 - logits_profile_predictions_loss: 352.8576 - logcount_predictions_loss: 0.8321 337/1913 [====>.........................] - ETA: 4:10 - loss: 356.3557 - logits_profile_predictions_loss: 352.8609 - logcount_predictions_loss: 0.8321 338/1913 [====>.........................] - ETA: 4:10 - loss: 356.3586 - logits_profile_predictions_loss: 352.8638 - logcount_predictions_loss: 0.8321 339/1913 [====>.........................] - ETA: 4:10 - loss: 356.3612 - logits_profile_predictions_loss: 352.8665 - logcount_predictions_loss: 0.8321 340/1913 [====>.........................] - ETA: 4:10 - loss: 356.3636 - logits_profile_predictions_loss: 352.8688 - logcount_predictions_loss: 0.8321 341/1913 [====>.........................] - ETA: 4:10 - loss: 356.3657 - logits_profile_predictions_loss: 352.8710 - logcount_predictions_loss: 0.8321 342/1913 [====>.........................] - ETA: 4:09 - loss: 356.3679 - logits_profile_predictions_loss: 352.8732 - logcount_predictions_loss: 0.8321 343/1913 [====>.........................] - ETA: 4:09 - loss: 356.3700 - logits_profile_predictions_loss: 352.8753 - logcount_predictions_loss: 0.8321 344/1913 [====>.........................] - ETA: 4:09 - loss: 356.3721 - logits_profile_predictions_loss: 352.8775 - logcount_predictions_loss: 0.8321 345/1913 [====>.........................] - ETA: 4:09 - loss: 356.3739 - logits_profile_predictions_loss: 352.8793 - logcount_predictions_loss: 0.8321 346/1913 [====>.........................] - ETA: 4:09 - loss: 356.3747 - logits_profile_predictions_loss: 352.8801 - logcount_predictions_loss: 0.8321 347/1913 [====>.........................] - ETA: 4:09 - loss: 356.3754 - 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[====>.........................] - ETA: 4:08 - loss: 356.3734 - logits_profile_predictions_loss: 352.8789 - logcount_predictions_loss: 0.8320 355/1913 [====>.........................] - ETA: 4:07 - loss: 356.3723 - logits_profile_predictions_loss: 352.8778 - logcount_predictions_loss: 0.8320 356/1913 [====>.........................] - ETA: 4:07 - loss: 356.3715 - logits_profile_predictions_loss: 352.8770 - logcount_predictions_loss: 0.8320 357/1913 [====>.........................] - ETA: 4:07 - loss: 356.3711 - logits_profile_predictions_loss: 352.8766 - logcount_predictions_loss: 0.8320 358/1913 [====>.........................] - ETA: 4:07 - loss: 356.3704 - logits_profile_predictions_loss: 352.8759 - logcount_predictions_loss: 0.8320 359/1913 [====>.........................] - ETA: 4:07 - loss: 356.3699 - logits_profile_predictions_loss: 352.8754 - logcount_predictions_loss: 0.8320 360/1913 [====>.........................] - ETA: 4:07 - loss: 356.3692 - 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[====>.........................] - ETA: 4:06 - loss: 356.3661 - logits_profile_predictions_loss: 352.8718 - logcount_predictions_loss: 0.8320 368/1913 [====>.........................] - ETA: 4:05 - loss: 356.3649 - logits_profile_predictions_loss: 352.8707 - logcount_predictions_loss: 0.8320 369/1913 [====>.........................] - ETA: 4:05 - loss: 356.3635 - logits_profile_predictions_loss: 352.8693 - logcount_predictions_loss: 0.8320 370/1913 [====>.........................] - ETA: 4:05 - loss: 356.3618 - logits_profile_predictions_loss: 352.8676 - logcount_predictions_loss: 0.8320 371/1913 [====>.........................] - ETA: 4:05 - loss: 356.3593 - logits_profile_predictions_loss: 352.8652 - logcount_predictions_loss: 0.8319 372/1913 [====>.........................] - ETA: 4:05 - loss: 356.3564 - logits_profile_predictions_loss: 352.8623 - logcount_predictions_loss: 0.8319 373/1913 [====>.........................] - ETA: 4:05 - loss: 356.3532 - 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[====>.........................] - ETA: 4:04 - loss: 356.3223 - logits_profile_predictions_loss: 352.8283 - logcount_predictions_loss: 0.8319 381/1913 [====>.........................] - ETA: 4:03 - loss: 356.3178 - logits_profile_predictions_loss: 352.8238 - logcount_predictions_loss: 0.8319 382/1913 [====>.........................] - ETA: 4:03 - loss: 356.3141 - logits_profile_predictions_loss: 352.8201 - logcount_predictions_loss: 0.8319 383/1913 [=====>........................] - ETA: 4:03 - loss: 356.3107 - logits_profile_predictions_loss: 352.8167 - logcount_predictions_loss: 0.8319 384/1913 [=====>........................] - ETA: 4:03 - loss: 356.3072 - logits_profile_predictions_loss: 352.8132 - logcount_predictions_loss: 0.8319 385/1913 [=====>........................] - ETA: 4:03 - loss: 356.3034 - logits_profile_predictions_loss: 352.8094 - logcount_predictions_loss: 0.8319 386/1913 [=====>........................] - ETA: 4:03 - loss: 356.2999 - 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[=====>........................] - ETA: 4:01 - loss: 356.2777 - logits_profile_predictions_loss: 352.7834 - logcount_predictions_loss: 0.8320 394/1913 [=====>........................] - ETA: 4:01 - loss: 356.2747 - logits_profile_predictions_loss: 352.7804 - logcount_predictions_loss: 0.8320 395/1913 [=====>........................] - ETA: 4:01 - loss: 356.2724 - logits_profile_predictions_loss: 352.7780 - logcount_predictions_loss: 0.8320 396/1913 [=====>........................] - ETA: 4:01 - loss: 356.2701 - logits_profile_predictions_loss: 352.7758 - logcount_predictions_loss: 0.8320 397/1913 [=====>........................] - ETA: 4:01 - loss: 356.2676 - logits_profile_predictions_loss: 352.7732 - logcount_predictions_loss: 0.8320 398/1913 [=====>........................] - ETA: 4:01 - loss: 356.2647 - logits_profile_predictions_loss: 352.7703 - logcount_predictions_loss: 0.8320 399/1913 [=====>........................] - ETA: 4:01 - loss: 356.2623 - 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[=====>........................] - ETA: 3:59 - loss: 356.2478 - logits_profile_predictions_loss: 352.7530 - logcount_predictions_loss: 0.8321 407/1913 [=====>........................] - ETA: 3:59 - loss: 356.2459 - logits_profile_predictions_loss: 352.7511 - logcount_predictions_loss: 0.8321 408/1913 [=====>........................] - ETA: 3:59 - loss: 356.2440 - logits_profile_predictions_loss: 352.7490 - logcount_predictions_loss: 0.8321 409/1913 [=====>........................] - ETA: 3:59 - loss: 356.2422 - logits_profile_predictions_loss: 352.7472 - logcount_predictions_loss: 0.8322 410/1913 [=====>........................] - ETA: 3:59 - loss: 356.2417 - logits_profile_predictions_loss: 352.7466 - logcount_predictions_loss: 0.8322 411/1913 [=====>........................] - ETA: 3:59 - loss: 356.2408 - logits_profile_predictions_loss: 352.7457 - logcount_predictions_loss: 0.8322 412/1913 [=====>........................] - ETA: 3:58 - loss: 356.2405 - 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[=====>........................] - ETA: 3:57 - loss: 356.2372 - logits_profile_predictions_loss: 352.7416 - logcount_predictions_loss: 0.8323 420/1913 [=====>........................] - ETA: 3:57 - loss: 356.2370 - logits_profile_predictions_loss: 352.7414 - logcount_predictions_loss: 0.8323 421/1913 [=====>........................] - ETA: 3:57 - loss: 356.2371 - logits_profile_predictions_loss: 352.7415 - logcount_predictions_loss: 0.8323 422/1913 [=====>........................] - ETA: 3:57 - loss: 356.2376 - logits_profile_predictions_loss: 352.7419 - logcount_predictions_loss: 0.8323 423/1913 [=====>........................] - ETA: 3:57 - loss: 356.2377 - logits_profile_predictions_loss: 352.7420 - logcount_predictions_loss: 0.8323 424/1913 [=====>........................] - ETA: 3:57 - loss: 356.2375 - logits_profile_predictions_loss: 352.7417 - logcount_predictions_loss: 0.8323 425/1913 [=====>........................] - ETA: 3:56 - loss: 356.2370 - 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[=====>........................] - ETA: 3:55 - loss: 356.2292 - logits_profile_predictions_loss: 352.7332 - logcount_predictions_loss: 0.8324 433/1913 [=====>........................] - ETA: 3:55 - loss: 356.2288 - logits_profile_predictions_loss: 352.7327 - logcount_predictions_loss: 0.8324 434/1913 [=====>........................] - ETA: 3:55 - loss: 356.2285 - logits_profile_predictions_loss: 352.7323 - logcount_predictions_loss: 0.8324 435/1913 [=====>........................] - ETA: 3:55 - loss: 356.2278 - logits_profile_predictions_loss: 352.7316 - logcount_predictions_loss: 0.8324 436/1913 [=====>........................] - ETA: 3:55 - loss: 356.2272 - logits_profile_predictions_loss: 352.7309 - logcount_predictions_loss: 0.8325 437/1913 [=====>........................] - ETA: 3:55 - loss: 356.2269 - logits_profile_predictions_loss: 352.7306 - logcount_predictions_loss: 0.8325 438/1913 [=====>........................] - ETA: 3:54 - loss: 356.2269 - 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[=====>........................] - ETA: 3:53 - loss: 356.2310 - logits_profile_predictions_loss: 352.7342 - logcount_predictions_loss: 0.8326 446/1913 [=====>........................] - ETA: 3:53 - loss: 356.2319 - logits_profile_predictions_loss: 352.7349 - logcount_predictions_loss: 0.8326 447/1913 [======>.......................] - ETA: 3:53 - loss: 356.2323 - logits_profile_predictions_loss: 352.7353 - logcount_predictions_loss: 0.8326 448/1913 [======>.......................] - ETA: 3:53 - loss: 356.2328 - logits_profile_predictions_loss: 352.7357 - logcount_predictions_loss: 0.8327 449/1913 [======>.......................] - ETA: 3:53 - loss: 356.2335 - logits_profile_predictions_loss: 352.7363 - logcount_predictions_loss: 0.8327 450/1913 [======>.......................] - ETA: 3:52 - loss: 356.2340 - logits_profile_predictions_loss: 352.7366 - logcount_predictions_loss: 0.8327 451/1913 [======>.......................] - ETA: 3:52 - loss: 356.2347 - 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337.3765 - val_logits_profile_predictions_loss: 334.4002 - val_logcount_predictions_loss: 0.7086 + +Epoch 00006: val_loss improved from 338.51788 to 337.37646, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 +Epoch 7/50 + 1/1913 [..............................] - ETA: 6:41 - loss: 386.2775 - logits_profile_predictions_loss: 382.5981 - logcount_predictions_loss: 0.8760 2/1913 [..............................] - ETA: 5:02 - loss: 377.9498 - logits_profile_predictions_loss: 374.4822 - logcount_predictions_loss: 0.8256 3/1913 [..............................] - ETA: 5:01 - loss: 374.7960 - logits_profile_predictions_loss: 371.4092 - logcount_predictions_loss: 0.8064 4/1913 [..............................] - ETA: 5:00 - loss: 376.3415 - logits_profile_predictions_loss: 373.0556 - logcount_predictions_loss: 0.7824 5/1913 [..............................] - ETA: 4:59 - loss: 373.9574 - 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[..............................] - ETA: 4:59 - loss: 365.9448 - logits_profile_predictions_loss: 362.7575 - logcount_predictions_loss: 0.7589 13/1913 [..............................] - ETA: 4:59 - loss: 365.1214 - logits_profile_predictions_loss: 361.9288 - logcount_predictions_loss: 0.7601 14/1913 [..............................] - ETA: 4:58 - loss: 364.8338 - logits_profile_predictions_loss: 361.6403 - logcount_predictions_loss: 0.7604 15/1913 [..............................] - ETA: 4:58 - loss: 365.2069 - logits_profile_predictions_loss: 362.0111 - logcount_predictions_loss: 0.7609 16/1913 [..............................] - ETA: 4:58 - loss: 365.4973 - logits_profile_predictions_loss: 362.3016 - logcount_predictions_loss: 0.7609 17/1913 [..............................] - ETA: 4:58 - loss: 366.1955 - logits_profile_predictions_loss: 362.9965 - logcount_predictions_loss: 0.7617 18/1913 [..............................] - ETA: 4:58 - loss: 366.7269 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 4:22 - loss: 359.3195 - logits_profile_predictions_loss: 355.9135 - logcount_predictions_loss: 0.8110 255/1913 [==>...........................] - ETA: 4:22 - loss: 359.3014 - logits_profile_predictions_loss: 355.8953 - logcount_predictions_loss: 0.8110 256/1913 [===>..........................] - ETA: 4:22 - loss: 359.2833 - logits_profile_predictions_loss: 355.8771 - logcount_predictions_loss: 0.8110 257/1913 [===>..........................] - ETA: 4:21 - loss: 359.2658 - logits_profile_predictions_loss: 355.8595 - logcount_predictions_loss: 0.8110 258/1913 [===>..........................] - ETA: 4:21 - loss: 359.2471 - logits_profile_predictions_loss: 355.8408 - logcount_predictions_loss: 0.8110 259/1913 [===>..........................] - ETA: 4:21 - loss: 359.2290 - logits_profile_predictions_loss: 355.8226 - logcount_predictions_loss: 0.8110 260/1913 [===>..........................] - ETA: 4:21 - loss: 359.2121 - logits_profile_predictions_loss: 355.8057 - logcount_predictions_loss: 0.8111 261/1913 [===>..........................] - ETA: 4:21 - loss: 359.1957 - logits_profile_predictions_loss: 355.7892 - logcount_predictions_loss: 0.8111 262/1913 [===>..........................] - ETA: 4:21 - loss: 359.1803 - logits_profile_predictions_loss: 355.7737 - logcount_predictions_loss: 0.8111 263/1913 [===>..........................] - ETA: 4:20 - loss: 359.1650 - logits_profile_predictions_loss: 355.7584 - logcount_predictions_loss: 0.8111 264/1913 [===>..........................] - ETA: 4:20 - loss: 359.1499 - logits_profile_predictions_loss: 355.7432 - logcount_predictions_loss: 0.8111 265/1913 [===>..........................] - ETA: 4:20 - loss: 359.1352 - logits_profile_predictions_loss: 355.7284 - logcount_predictions_loss: 0.8111 266/1913 [===>..........................] - ETA: 4:20 - loss: 359.1216 - logits_profile_predictions_loss: 355.7147 - logcount_predictions_loss: 0.8112 267/1913 [===>..........................] - ETA: 4:20 - loss: 359.1069 - logits_profile_predictions_loss: 355.6999 - logcount_predictions_loss: 0.8112 268/1913 [===>..........................] - ETA: 4:20 - loss: 359.0922 - logits_profile_predictions_loss: 355.6852 - logcount_predictions_loss: 0.8112 269/1913 [===>..........................] - ETA: 4:20 - loss: 359.0784 - logits_profile_predictions_loss: 355.6713 - logcount_predictions_loss: 0.8112 270/1913 [===>..........................] - ETA: 4:19 - loss: 359.0654 - logits_profile_predictions_loss: 355.6583 - logcount_predictions_loss: 0.8112 271/1913 [===>..........................] - ETA: 4:19 - loss: 359.0520 - logits_profile_predictions_loss: 355.6448 - logcount_predictions_loss: 0.8112 272/1913 [===>..........................] - ETA: 4:19 - loss: 359.0391 - logits_profile_predictions_loss: 355.6319 - logcount_predictions_loss: 0.8112 273/1913 [===>..........................] - ETA: 4:19 - loss: 359.0264 - logits_profile_predictions_loss: 355.6191 - logcount_predictions_loss: 0.8113 274/1913 [===>..........................] - ETA: 4:19 - loss: 359.0134 - logits_profile_predictions_loss: 355.6060 - logcount_predictions_loss: 0.8113 275/1913 [===>..........................] - ETA: 4:19 - loss: 359.0012 - logits_profile_predictions_loss: 355.5938 - logcount_predictions_loss: 0.8113 276/1913 [===>..........................] - ETA: 4:18 - loss: 358.9892 - logits_profile_predictions_loss: 355.5817 - logcount_predictions_loss: 0.8113 277/1913 [===>..........................] - ETA: 4:18 - loss: 358.9784 - logits_profile_predictions_loss: 355.5708 - logcount_predictions_loss: 0.8113 278/1913 [===>..........................] - ETA: 4:18 - loss: 358.9669 - logits_profile_predictions_loss: 355.5594 - logcount_predictions_loss: 0.8113 279/1913 [===>..........................] - ETA: 4:18 - loss: 358.9548 - logits_profile_predictions_loss: 355.5472 - logcount_predictions_loss: 0.8113 280/1913 [===>..........................] - ETA: 4:18 - loss: 358.9417 - logits_profile_predictions_loss: 355.5340 - logcount_predictions_loss: 0.8113 281/1913 [===>..........................] - ETA: 4:18 - loss: 358.9284 - logits_profile_predictions_loss: 355.5207 - logcount_predictions_loss: 0.8113 282/1913 [===>..........................] - ETA: 4:18 - loss: 358.9146 - logits_profile_predictions_loss: 355.5070 - logcount_predictions_loss: 0.8114 283/1913 [===>..........................] - ETA: 4:17 - loss: 358.9015 - logits_profile_predictions_loss: 355.4938 - logcount_predictions_loss: 0.8114 284/1913 [===>..........................] - ETA: 4:17 - loss: 358.8890 - logits_profile_predictions_loss: 355.4813 - logcount_predictions_loss: 0.8114 285/1913 [===>..........................] - ETA: 4:17 - loss: 358.8769 - logits_profile_predictions_loss: 355.4692 - logcount_predictions_loss: 0.8114 286/1913 [===>..........................] - ETA: 4:17 - loss: 358.8658 - logits_profile_predictions_loss: 355.4581 - logcount_predictions_loss: 0.8114 287/1913 [===>..........................] - ETA: 4:17 - loss: 358.8550 - logits_profile_predictions_loss: 355.4473 - logcount_predictions_loss: 0.8114 288/1913 [===>..........................] - ETA: 4:17 - loss: 358.8432 - logits_profile_predictions_loss: 355.4354 - logcount_predictions_loss: 0.8114 289/1913 [===>..........................] - ETA: 4:16 - loss: 358.8308 - logits_profile_predictions_loss: 355.4230 - logcount_predictions_loss: 0.8114 290/1913 [===>..........................] - ETA: 4:16 - loss: 358.8175 - logits_profile_predictions_loss: 355.4097 - logcount_predictions_loss: 0.8114 291/1913 [===>..........................] - ETA: 4:16 - loss: 358.8055 - logits_profile_predictions_loss: 355.3978 - logcount_predictions_loss: 0.8114 292/1913 [===>..........................] - ETA: 4:16 - loss: 358.7934 - logits_profile_predictions_loss: 355.3857 - logcount_predictions_loss: 0.8114 293/1913 [===>..........................] - ETA: 4:16 - loss: 358.7819 - logits_profile_predictions_loss: 355.3741 - logcount_predictions_loss: 0.8114 294/1913 [===>..........................] - ETA: 4:16 - loss: 358.7705 - logits_profile_predictions_loss: 355.3628 - logcount_predictions_loss: 0.8114 295/1913 [===>..........................] - ETA: 4:15 - loss: 358.7593 - logits_profile_predictions_loss: 355.3516 - logcount_predictions_loss: 0.8114 296/1913 [===>..........................] - ETA: 4:15 - loss: 358.7474 - logits_profile_predictions_loss: 355.3397 - logcount_predictions_loss: 0.8113 297/1913 [===>..........................] - ETA: 4:15 - loss: 358.7360 - logits_profile_predictions_loss: 355.3284 - logcount_predictions_loss: 0.8113 298/1913 [===>..........................] - ETA: 4:15 - loss: 358.7273 - logits_profile_predictions_loss: 355.3197 - logcount_predictions_loss: 0.8113 299/1913 [===>..........................] - ETA: 4:15 - loss: 358.7192 - logits_profile_predictions_loss: 355.3117 - logcount_predictions_loss: 0.8113 300/1913 [===>..........................] - ETA: 4:15 - loss: 358.7117 - logits_profile_predictions_loss: 355.3041 - logcount_predictions_loss: 0.8113 301/1913 [===>..........................] - ETA: 4:15 - loss: 358.7038 - logits_profile_predictions_loss: 355.2963 - logcount_predictions_loss: 0.8113 302/1913 [===>..........................] - ETA: 4:14 - loss: 358.6953 - logits_profile_predictions_loss: 355.2878 - logcount_predictions_loss: 0.8113 303/1913 [===>..........................] - ETA: 4:14 - loss: 358.6877 - logits_profile_predictions_loss: 355.2802 - logcount_predictions_loss: 0.8113 304/1913 [===>..........................] - ETA: 4:14 - loss: 358.6795 - logits_profile_predictions_loss: 355.2721 - logcount_predictions_loss: 0.8113 305/1913 [===>..........................] - ETA: 4:14 - loss: 358.6718 - logits_profile_predictions_loss: 355.2645 - logcount_predictions_loss: 0.8113 306/1913 [===>..........................] - ETA: 4:14 - loss: 358.6645 - logits_profile_predictions_loss: 355.2572 - logcount_predictions_loss: 0.8113 307/1913 [===>..........................] - ETA: 4:14 - loss: 358.6569 - logits_profile_predictions_loss: 355.2497 - logcount_predictions_loss: 0.8112 308/1913 [===>..........................] - ETA: 4:13 - loss: 358.6514 - logits_profile_predictions_loss: 355.2442 - logcount_predictions_loss: 0.8112 309/1913 [===>..........................] - ETA: 4:13 - loss: 358.6460 - logits_profile_predictions_loss: 355.2389 - logcount_predictions_loss: 0.8112 310/1913 [===>..........................] - ETA: 4:13 - loss: 358.6402 - logits_profile_predictions_loss: 355.2331 - logcount_predictions_loss: 0.8112 311/1913 [===>..........................] - ETA: 4:13 - loss: 358.6345 - logits_profile_predictions_loss: 355.2274 - logcount_predictions_loss: 0.8112 312/1913 [===>..........................] - ETA: 4:13 - loss: 358.6281 - logits_profile_predictions_loss: 355.2211 - logcount_predictions_loss: 0.8112 313/1913 [===>..........................] - ETA: 4:13 - loss: 358.6230 - logits_profile_predictions_loss: 355.2161 - logcount_predictions_loss: 0.8112 314/1913 [===>..........................] - ETA: 4:13 - loss: 358.6180 - logits_profile_predictions_loss: 355.2111 - logcount_predictions_loss: 0.8112 315/1913 [===>..........................] - ETA: 4:12 - loss: 358.6133 - logits_profile_predictions_loss: 355.2065 - logcount_predictions_loss: 0.8112 316/1913 [===>..........................] - ETA: 4:12 - loss: 358.6083 - logits_profile_predictions_loss: 355.2015 - logcount_predictions_loss: 0.8111 317/1913 [===>..........................] - ETA: 4:12 - loss: 358.6036 - logits_profile_predictions_loss: 355.1969 - logcount_predictions_loss: 0.8111 318/1913 [===>..........................] - ETA: 4:12 - loss: 358.5987 - logits_profile_predictions_loss: 355.1920 - logcount_predictions_loss: 0.8111 319/1913 [====>.........................] - ETA: 4:12 - loss: 358.5940 - logits_profile_predictions_loss: 355.1873 - logcount_predictions_loss: 0.8111 320/1913 [====>.........................] - ETA: 4:12 - loss: 358.5887 - logits_profile_predictions_loss: 355.1821 - logcount_predictions_loss: 0.8111 321/1913 [====>.........................] - ETA: 4:11 - loss: 358.5826 - logits_profile_predictions_loss: 355.1760 - logcount_predictions_loss: 0.8111 322/1913 [====>.........................] - ETA: 4:11 - loss: 358.5761 - logits_profile_predictions_loss: 355.1696 - logcount_predictions_loss: 0.8111 323/1913 [====>.........................] - ETA: 4:11 - loss: 358.5694 - logits_profile_predictions_loss: 355.1629 - logcount_predictions_loss: 0.8111 324/1913 [====>.........................] - ETA: 4:11 - loss: 358.5638 - logits_profile_predictions_loss: 355.1573 - logcount_predictions_loss: 0.8111 325/1913 [====>.........................] - ETA: 4:11 - loss: 358.5587 - logits_profile_predictions_loss: 355.1522 - logcount_predictions_loss: 0.8111 326/1913 [====>.........................] - ETA: 4:11 - loss: 358.5537 - logits_profile_predictions_loss: 355.1472 - logcount_predictions_loss: 0.8111 327/1913 [====>.........................] - ETA: 4:11 - loss: 358.5482 - logits_profile_predictions_loss: 355.1417 - logcount_predictions_loss: 0.8111 328/1913 [====>.........................] - ETA: 4:10 - loss: 358.5445 - logits_profile_predictions_loss: 355.1380 - logcount_predictions_loss: 0.8111 329/1913 [====>.........................] - ETA: 4:10 - loss: 358.5414 - logits_profile_predictions_loss: 355.1349 - logcount_predictions_loss: 0.8111 330/1913 [====>.........................] - ETA: 4:10 - loss: 358.5382 - logits_profile_predictions_loss: 355.1317 - logcount_predictions_loss: 0.8111 331/1913 [====>.........................] - ETA: 4:10 - loss: 358.5342 - logits_profile_predictions_loss: 355.1277 - logcount_predictions_loss: 0.8111 332/1913 [====>.........................] - ETA: 4:10 - loss: 358.5303 - logits_profile_predictions_loss: 355.1237 - logcount_predictions_loss: 0.8111 333/1913 [====>.........................] - ETA: 4:10 - loss: 358.5261 - logits_profile_predictions_loss: 355.1195 - logcount_predictions_loss: 0.8111 334/1913 [====>.........................] - ETA: 4:09 - loss: 358.5218 - logits_profile_predictions_loss: 355.1152 - logcount_predictions_loss: 0.8111 335/1913 [====>.........................] - ETA: 4:09 - loss: 358.5179 - logits_profile_predictions_loss: 355.1113 - logcount_predictions_loss: 0.8111 336/1913 [====>.........................] - ETA: 4:09 - loss: 358.5145 - logits_profile_predictions_loss: 355.1078 - logcount_predictions_loss: 0.8111 337/1913 [====>.........................] - ETA: 4:09 - loss: 358.5110 - logits_profile_predictions_loss: 355.1043 - logcount_predictions_loss: 0.8111 338/1913 [====>.........................] - ETA: 4:09 - loss: 358.5080 - logits_profile_predictions_loss: 355.1013 - logcount_predictions_loss: 0.8111 339/1913 [====>.........................] - ETA: 4:09 - loss: 358.5045 - logits_profile_predictions_loss: 355.0978 - logcount_predictions_loss: 0.8111 340/1913 [====>.........................] - ETA: 4:08 - loss: 358.5001 - logits_profile_predictions_loss: 355.0933 - logcount_predictions_loss: 0.8111 341/1913 [====>.........................] - ETA: 4:08 - loss: 358.4954 - logits_profile_predictions_loss: 355.0886 - logcount_predictions_loss: 0.8111 342/1913 [====>.........................] - ETA: 4:08 - loss: 358.4913 - logits_profile_predictions_loss: 355.0845 - logcount_predictions_loss: 0.8112 343/1913 [====>.........................] - ETA: 4:08 - loss: 358.4869 - logits_profile_predictions_loss: 355.0800 - logcount_predictions_loss: 0.8112 344/1913 [====>.........................] - ETA: 4:08 - loss: 358.4830 - logits_profile_predictions_loss: 355.0760 - logcount_predictions_loss: 0.8112 345/1913 [====>.........................] - ETA: 4:08 - loss: 358.4796 - logits_profile_predictions_loss: 355.0726 - logcount_predictions_loss: 0.8112 346/1913 [====>.........................] - ETA: 4:08 - loss: 358.4758 - logits_profile_predictions_loss: 355.0688 - logcount_predictions_loss: 0.8112 347/1913 [====>.........................] - ETA: 4:07 - loss: 358.4717 - logits_profile_predictions_loss: 355.0647 - logcount_predictions_loss: 0.8112 348/1913 [====>.........................] - ETA: 4:07 - loss: 358.4671 - logits_profile_predictions_loss: 355.0600 - logcount_predictions_loss: 0.8112 349/1913 [====>.........................] - ETA: 4:07 - loss: 358.4617 - logits_profile_predictions_loss: 355.0547 - logcount_predictions_loss: 0.8112 350/1913 [====>.........................] - ETA: 4:07 - loss: 358.4563 - logits_profile_predictions_loss: 355.0492 - logcount_predictions_loss: 0.8112 351/1913 [====>.........................] - ETA: 4:07 - loss: 358.4509 - logits_profile_predictions_loss: 355.0438 - logcount_predictions_loss: 0.8112 352/1913 [====>.........................] - ETA: 4:07 - loss: 358.4461 - logits_profile_predictions_loss: 355.0390 - logcount_predictions_loss: 0.8112 353/1913 [====>.........................] - ETA: 4:06 - loss: 358.4414 - logits_profile_predictions_loss: 355.0343 - logcount_predictions_loss: 0.8112 354/1913 [====>.........................] - ETA: 4:06 - loss: 358.4364 - logits_profile_predictions_loss: 355.0292 - logcount_predictions_loss: 0.8112 355/1913 [====>.........................] - ETA: 4:06 - loss: 358.4307 - logits_profile_predictions_loss: 355.0235 - logcount_predictions_loss: 0.8112 356/1913 [====>.........................] - ETA: 4:06 - loss: 358.4254 - logits_profile_predictions_loss: 355.0182 - logcount_predictions_loss: 0.8112 357/1913 [====>.........................] - ETA: 4:06 - loss: 358.4191 - logits_profile_predictions_loss: 355.0119 - logcount_predictions_loss: 0.8112 358/1913 [====>.........................] - ETA: 4:06 - loss: 358.4128 - logits_profile_predictions_loss: 355.0056 - logcount_predictions_loss: 0.8112 359/1913 [====>.........................] - ETA: 4:06 - loss: 358.4064 - logits_profile_predictions_loss: 354.9992 - logcount_predictions_loss: 0.8112 360/1913 [====>.........................] - ETA: 4:05 - loss: 358.3998 - logits_profile_predictions_loss: 354.9925 - logcount_predictions_loss: 0.8112 361/1913 [====>.........................] - ETA: 4:05 - loss: 358.3939 - logits_profile_predictions_loss: 354.9866 - logcount_predictions_loss: 0.8113 362/1913 [====>.........................] - ETA: 4:05 - loss: 358.3876 - logits_profile_predictions_loss: 354.9803 - logcount_predictions_loss: 0.8113 363/1913 [====>.........................] - ETA: 4:05 - loss: 358.3820 - logits_profile_predictions_loss: 354.9747 - logcount_predictions_loss: 0.8113 364/1913 [====>.........................] - ETA: 4:05 - loss: 358.3764 - logits_profile_predictions_loss: 354.9691 - logcount_predictions_loss: 0.8113 365/1913 [====>.........................] - ETA: 4:05 - loss: 358.3711 - logits_profile_predictions_loss: 354.9638 - logcount_predictions_loss: 0.8113 366/1913 [====>.........................] - ETA: 4:04 - loss: 358.3651 - logits_profile_predictions_loss: 354.9578 - logcount_predictions_loss: 0.8112 367/1913 [====>.........................] - ETA: 4:04 - loss: 358.3589 - logits_profile_predictions_loss: 354.9517 - logcount_predictions_loss: 0.8112 368/1913 [====>.........................] - ETA: 4:04 - loss: 358.3530 - logits_profile_predictions_loss: 354.9458 - logcount_predictions_loss: 0.8112 369/1913 [====>.........................] - ETA: 4:04 - loss: 358.3472 - logits_profile_predictions_loss: 354.9400 - logcount_predictions_loss: 0.8112 370/1913 [====>.........................] - ETA: 4:04 - loss: 358.3409 - logits_profile_predictions_loss: 354.9337 - logcount_predictions_loss: 0.8112 371/1913 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logits_profile_predictions_loss: 350.3409 - logcount_predictions_loss: 0.8030 1913/1913 [==============================] - ETA: 0s - loss: 353.7132 - logits_profile_predictions_loss: 350.3405 - logcount_predictions_loss: 0.8030 1913/1913 [==============================] - 318s 166ms/step - loss: 353.7128 - logits_profile_predictions_loss: 350.3400 - logcount_predictions_loss: 0.8030 - val_loss: 336.5300 - val_logits_profile_predictions_loss: 333.5398 - val_logcount_predictions_loss: 0.7119 + +Epoch 00007: val_loss improved from 337.37646 to 336.53003, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 +Epoch 8/50 + 1/1913 [..............................] - ETA: 7:30 - loss: 346.7764 - logits_profile_predictions_loss: 344.1827 - logcount_predictions_loss: 0.6176 2/1913 [..............................] - ETA: 5:09 - loss: 334.5992 - logits_profile_predictions_loss: 332.1116 - logcount_predictions_loss: 0.5923 3/1913 [..............................] - ETA: 5:03 - loss: 330.1196 - logits_profile_predictions_loss: 327.4501 - logcount_predictions_loss: 0.6356 4/1913 [..............................] - ETA: 5:02 - loss: 328.2090 - logits_profile_predictions_loss: 325.4620 - logcount_predictions_loss: 0.6541 5/1913 [..............................] - ETA: 5:01 - loss: 326.9942 - logits_profile_predictions_loss: 324.1619 - logcount_predictions_loss: 0.6744 6/1913 [..............................] - ETA: 5:01 - loss: 327.9069 - logits_profile_predictions_loss: 325.0370 - logcount_predictions_loss: 0.6833 7/1913 [..............................] - ETA: 5:01 - loss: 329.3246 - logits_profile_predictions_loss: 326.4249 - logcount_predictions_loss: 0.6904 8/1913 [..............................] - ETA: 5:00 - loss: 330.2543 - logits_profile_predictions_loss: 327.3412 - logcount_predictions_loss: 0.6936 9/1913 [..............................] - ETA: 5:00 - loss: 331.4573 - logits_profile_predictions_loss: 328.5138 - logcount_predictions_loss: 0.7008 10/1913 [..............................] - ETA: 5:00 - loss: 333.1472 - logits_profile_predictions_loss: 330.1861 - logcount_predictions_loss: 0.7050 11/1913 [..............................] - ETA: 5:00 - loss: 335.0000 - logits_profile_predictions_loss: 332.0072 - logcount_predictions_loss: 0.7126 12/1913 [..............................] - ETA: 4:59 - loss: 336.7312 - logits_profile_predictions_loss: 333.7126 - logcount_predictions_loss: 0.7187 13/1913 [..............................] - ETA: 4:59 - loss: 338.6085 - logits_profile_predictions_loss: 335.5647 - logcount_predictions_loss: 0.7247 14/1913 [..............................] - ETA: 4:59 - loss: 339.9999 - logits_profile_predictions_loss: 336.9337 - logcount_predictions_loss: 0.7301 15/1913 [..............................] - ETA: 4:59 - loss: 341.2492 - logits_profile_predictions_loss: 338.1656 - logcount_predictions_loss: 0.7342 16/1913 [..............................] - ETA: 4:59 - loss: 342.6441 - logits_profile_predictions_loss: 339.5432 - logcount_predictions_loss: 0.7383 17/1913 [..............................] - ETA: 4:59 - loss: 343.7945 - logits_profile_predictions_loss: 340.6786 - logcount_predictions_loss: 0.7419 18/1913 [..............................] - ETA: 4:58 - loss: 344.6551 - logits_profile_predictions_loss: 341.5265 - logcount_predictions_loss: 0.7449 19/1913 [..............................] - ETA: 4:58 - loss: 345.1870 - logits_profile_predictions_loss: 342.0511 - logcount_predictions_loss: 0.7466 20/1913 [..............................] - ETA: 4:58 - loss: 345.6340 - logits_profile_predictions_loss: 342.4905 - logcount_predictions_loss: 0.7484 21/1913 [..............................] - ETA: 4:58 - loss: 345.8865 - logits_profile_predictions_loss: 342.7369 - logcount_predictions_loss: 0.7499 22/1913 [..............................] - ETA: 4:58 - loss: 346.1524 - logits_profile_predictions_loss: 342.9952 - logcount_predictions_loss: 0.7517 23/1913 [..............................] - ETA: 4:58 - loss: 346.4284 - logits_profile_predictions_loss: 343.2648 - logcount_predictions_loss: 0.7532 24/1913 [..............................] - ETA: 4:58 - loss: 346.6206 - logits_profile_predictions_loss: 343.4500 - logcount_predictions_loss: 0.7549 25/1913 [..............................] - ETA: 4:57 - loss: 346.7058 - logits_profile_predictions_loss: 343.5275 - logcount_predictions_loss: 0.7567 26/1913 [..............................] - ETA: 4:57 - loss: 346.9634 - logits_profile_predictions_loss: 343.7787 - logcount_predictions_loss: 0.7583 27/1913 [..............................] - ETA: 4:57 - loss: 347.1152 - logits_profile_predictions_loss: 343.9243 - logcount_predictions_loss: 0.7597 28/1913 [..............................] - ETA: 4:57 - loss: 347.2544 - logits_profile_predictions_loss: 344.0559 - logcount_predictions_loss: 0.7615 29/1913 [..............................] - ETA: 4:57 - 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[..............................] - ETA: 4:54 - loss: 349.1840 - logits_profile_predictions_loss: 345.9072 - logcount_predictions_loss: 0.7802 50/1913 [..............................] - ETA: 4:54 - loss: 349.3220 - logits_profile_predictions_loss: 346.0428 - logcount_predictions_loss: 0.7808 51/1913 [..............................] - ETA: 4:54 - loss: 349.4389 - logits_profile_predictions_loss: 346.1572 - logcount_predictions_loss: 0.7813 52/1913 [..............................] - ETA: 4:54 - loss: 349.5446 - logits_profile_predictions_loss: 346.2605 - logcount_predictions_loss: 0.7819 53/1913 [..............................] - ETA: 4:53 - loss: 349.6279 - logits_profile_predictions_loss: 346.3419 - logcount_predictions_loss: 0.7824 54/1913 [..............................] - ETA: 4:53 - loss: 349.6932 - logits_profile_predictions_loss: 346.4050 - logcount_predictions_loss: 0.7829 55/1913 [..............................] - ETA: 4:53 - loss: 349.7668 - logits_profile_predictions_loss: 346.4766 - logcount_predictions_loss: 0.7834 56/1913 [..............................] - ETA: 4:53 - loss: 349.8134 - logits_profile_predictions_loss: 346.5217 - logcount_predictions_loss: 0.7837 57/1913 [..............................] - ETA: 4:53 - loss: 349.8481 - logits_profile_predictions_loss: 346.5549 - logcount_predictions_loss: 0.7841 58/1913 [..............................] - ETA: 4:53 - loss: 349.8622 - logits_profile_predictions_loss: 346.5677 - logcount_predictions_loss: 0.7844 59/1913 [..............................] - ETA: 4:52 - loss: 349.8891 - logits_profile_predictions_loss: 346.5932 - logcount_predictions_loss: 0.7847 60/1913 [..............................] - ETA: 4:52 - loss: 349.9089 - logits_profile_predictions_loss: 346.6115 - logcount_predictions_loss: 0.7851 61/1913 [..............................] - ETA: 4:52 - loss: 349.8965 - logits_profile_predictions_loss: 346.5976 - logcount_predictions_loss: 0.7855 62/1913 [..............................] - ETA: 4:52 - 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[===>..........................] - ETA: 4:16 - loss: 347.1290 - logits_profile_predictions_loss: 343.7786 - logcount_predictions_loss: 0.7977 298/1913 [===>..........................] - ETA: 4:16 - loss: 347.1241 - logits_profile_predictions_loss: 343.7739 - logcount_predictions_loss: 0.7976 299/1913 [===>..........................] - ETA: 4:15 - loss: 347.1196 - logits_profile_predictions_loss: 343.7697 - logcount_predictions_loss: 0.7976 300/1913 [===>..........................] - ETA: 4:15 - loss: 347.1150 - logits_profile_predictions_loss: 343.7653 - logcount_predictions_loss: 0.7975 301/1913 [===>..........................] - ETA: 4:15 - loss: 347.1100 - logits_profile_predictions_loss: 343.7605 - logcount_predictions_loss: 0.7975 302/1913 [===>..........................] - ETA: 4:15 - loss: 347.1044 - logits_profile_predictions_loss: 343.7551 - logcount_predictions_loss: 0.7974 303/1913 [===>..........................] - ETA: 4:15 - loss: 347.0981 - logits_profile_predictions_loss: 343.7490 - logcount_predictions_loss: 0.7974 304/1913 [===>..........................] - ETA: 4:15 - loss: 347.0920 - logits_profile_predictions_loss: 343.7432 - logcount_predictions_loss: 0.7973 305/1913 [===>..........................] - ETA: 4:15 - loss: 347.0861 - logits_profile_predictions_loss: 343.7375 - logcount_predictions_loss: 0.7973 306/1913 [===>..........................] - ETA: 4:14 - loss: 347.0807 - logits_profile_predictions_loss: 343.7322 - logcount_predictions_loss: 0.7972 307/1913 [===>..........................] - ETA: 4:14 - loss: 347.0752 - logits_profile_predictions_loss: 343.7270 - logcount_predictions_loss: 0.7972 308/1913 [===>..........................] - ETA: 4:14 - loss: 347.0695 - logits_profile_predictions_loss: 343.7215 - logcount_predictions_loss: 0.7971 309/1913 [===>..........................] - ETA: 4:14 - loss: 347.0634 - logits_profile_predictions_loss: 343.7157 - logcount_predictions_loss: 0.7971 310/1913 [===>..........................] - ETA: 4:14 - loss: 347.0574 - logits_profile_predictions_loss: 343.7098 - logcount_predictions_loss: 0.7970 311/1913 [===>..........................] - ETA: 4:14 - loss: 347.0512 - logits_profile_predictions_loss: 343.7039 - logcount_predictions_loss: 0.7970 312/1913 [===>..........................] - ETA: 4:13 - loss: 347.0450 - logits_profile_predictions_loss: 343.6978 - logcount_predictions_loss: 0.7969 313/1913 [===>..........................] - ETA: 4:13 - loss: 347.0405 - logits_profile_predictions_loss: 343.6936 - logcount_predictions_loss: 0.7969 314/1913 [===>..........................] - ETA: 4:13 - loss: 347.0357 - logits_profile_predictions_loss: 343.6890 - logcount_predictions_loss: 0.7968 315/1913 [===>..........................] - ETA: 4:13 - loss: 347.0301 - logits_profile_predictions_loss: 343.6836 - logcount_predictions_loss: 0.7968 316/1913 [===>..........................] - ETA: 4:13 - loss: 347.0245 - logits_profile_predictions_loss: 343.6782 - logcount_predictions_loss: 0.7967 317/1913 [===>..........................] - ETA: 4:13 - loss: 347.0184 - logits_profile_predictions_loss: 343.6722 - logcount_predictions_loss: 0.7967 318/1913 [===>..........................] - ETA: 4:12 - loss: 347.0116 - logits_profile_predictions_loss: 343.6656 - logcount_predictions_loss: 0.7966 319/1913 [====>.........................] - ETA: 4:12 - loss: 347.0046 - logits_profile_predictions_loss: 343.6589 - logcount_predictions_loss: 0.7966 320/1913 [====>.........................] - ETA: 4:12 - loss: 346.9979 - logits_profile_predictions_loss: 343.6524 - logcount_predictions_loss: 0.7965 321/1913 [====>.........................] - ETA: 4:12 - loss: 346.9914 - logits_profile_predictions_loss: 343.6460 - logcount_predictions_loss: 0.7965 322/1913 [====>.........................] - ETA: 4:12 - loss: 346.9851 - logits_profile_predictions_loss: 343.6399 - logcount_predictions_loss: 0.7964 323/1913 [====>.........................] - ETA: 4:12 - loss: 346.9784 - logits_profile_predictions_loss: 343.6335 - logcount_predictions_loss: 0.7964 324/1913 [====>.........................] - ETA: 4:12 - loss: 346.9715 - logits_profile_predictions_loss: 343.6268 - logcount_predictions_loss: 0.7963 325/1913 [====>.........................] - ETA: 4:11 - loss: 346.9658 - logits_profile_predictions_loss: 343.6213 - logcount_predictions_loss: 0.7963 326/1913 [====>.........................] - ETA: 4:11 - loss: 346.9596 - logits_profile_predictions_loss: 343.6153 - logcount_predictions_loss: 0.7962 327/1913 [====>.........................] - ETA: 4:11 - loss: 346.9527 - logits_profile_predictions_loss: 343.6086 - logcount_predictions_loss: 0.7962 328/1913 [====>.........................] - ETA: 4:11 - loss: 346.9449 - logits_profile_predictions_loss: 343.6010 - logcount_predictions_loss: 0.7961 329/1913 [====>.........................] - ETA: 4:11 - loss: 346.9370 - logits_profile_predictions_loss: 343.5934 - logcount_predictions_loss: 0.7961 330/1913 [====>.........................] - ETA: 4:11 - loss: 346.9290 - logits_profile_predictions_loss: 343.5855 - logcount_predictions_loss: 0.7960 331/1913 [====>.........................] - ETA: 4:10 - loss: 346.9202 - logits_profile_predictions_loss: 343.5770 - logcount_predictions_loss: 0.7960 332/1913 [====>.........................] - ETA: 4:10 - loss: 346.9124 - logits_profile_predictions_loss: 343.5693 - logcount_predictions_loss: 0.7959 333/1913 [====>.........................] - ETA: 4:10 - loss: 346.9040 - logits_profile_predictions_loss: 343.5611 - logcount_predictions_loss: 0.7959 334/1913 [====>.........................] - ETA: 4:10 - loss: 346.8960 - logits_profile_predictions_loss: 343.5533 - logcount_predictions_loss: 0.7959 335/1913 [====>.........................] - ETA: 4:10 - loss: 346.8875 - logits_profile_predictions_loss: 343.5449 - logcount_predictions_loss: 0.7958 336/1913 [====>.........................] - ETA: 4:10 - loss: 346.8790 - logits_profile_predictions_loss: 343.5366 - logcount_predictions_loss: 0.7958 337/1913 [====>.........................] - ETA: 4:09 - loss: 346.8705 - logits_profile_predictions_loss: 343.5283 - logcount_predictions_loss: 0.7958 338/1913 [====>.........................] - ETA: 4:09 - loss: 346.8626 - logits_profile_predictions_loss: 343.5205 - logcount_predictions_loss: 0.7957 339/1913 [====>.........................] - ETA: 4:09 - loss: 346.8549 - logits_profile_predictions_loss: 343.5130 - logcount_predictions_loss: 0.7957 340/1913 [====>.........................] - ETA: 4:09 - loss: 346.8465 - logits_profile_predictions_loss: 343.5047 - logcount_predictions_loss: 0.7956 341/1913 [====>.........................] - ETA: 4:09 - loss: 346.8380 - logits_profile_predictions_loss: 343.4965 - logcount_predictions_loss: 0.7956 342/1913 [====>.........................] - ETA: 4:09 - loss: 346.8305 - 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[====>.........................] - ETA: 4:07 - loss: 346.7850 - logits_profile_predictions_loss: 343.4446 - logcount_predictions_loss: 0.7953 350/1913 [====>.........................] - ETA: 4:07 - loss: 346.7791 - logits_profile_predictions_loss: 343.4388 - logcount_predictions_loss: 0.7953 351/1913 [====>.........................] - ETA: 4:07 - loss: 346.7734 - logits_profile_predictions_loss: 343.4333 - logcount_predictions_loss: 0.7952 352/1913 [====>.........................] - ETA: 4:07 - loss: 346.7680 - logits_profile_predictions_loss: 343.4280 - logcount_predictions_loss: 0.7952 353/1913 [====>.........................] - ETA: 4:07 - loss: 346.7624 - logits_profile_predictions_loss: 343.4226 - logcount_predictions_loss: 0.7952 354/1913 [====>.........................] - ETA: 4:07 - loss: 346.7565 - logits_profile_predictions_loss: 343.4169 - logcount_predictions_loss: 0.7951 355/1913 [====>.........................] - ETA: 4:07 - loss: 346.7510 - 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[====>.........................] - ETA: 4:05 - loss: 346.7220 - logits_profile_predictions_loss: 343.3835 - logcount_predictions_loss: 0.7948 363/1913 [====>.........................] - ETA: 4:05 - loss: 346.7189 - logits_profile_predictions_loss: 343.3806 - logcount_predictions_loss: 0.7948 364/1913 [====>.........................] - ETA: 4:05 - loss: 346.7153 - logits_profile_predictions_loss: 343.3771 - logcount_predictions_loss: 0.7948 365/1913 [====>.........................] - ETA: 4:05 - loss: 346.7112 - logits_profile_predictions_loss: 343.3732 - logcount_predictions_loss: 0.7947 366/1913 [====>.........................] - ETA: 4:05 - loss: 346.7076 - logits_profile_predictions_loss: 343.3698 - logcount_predictions_loss: 0.7947 367/1913 [====>.........................] - ETA: 4:05 - loss: 346.7041 - logits_profile_predictions_loss: 343.3665 - logcount_predictions_loss: 0.7947 368/1913 [====>.........................] - ETA: 4:05 - loss: 346.7004 - logits_profile_predictions_loss: 343.3629 - logcount_predictions_loss: 0.7946 369/1913 [====>.........................] - ETA: 4:04 - loss: 346.6967 - logits_profile_predictions_loss: 343.3594 - logcount_predictions_loss: 0.7946 370/1913 [====>.........................] - ETA: 4:04 - loss: 346.6931 - logits_profile_predictions_loss: 343.3559 - logcount_predictions_loss: 0.7945 371/1913 [====>.........................] - ETA: 4:04 - loss: 346.6889 - logits_profile_predictions_loss: 343.3519 - logcount_predictions_loss: 0.7945 372/1913 [====>.........................] - ETA: 4:04 - loss: 346.6851 - logits_profile_predictions_loss: 343.3483 - logcount_predictions_loss: 0.7945 373/1913 [====>.........................] - ETA: 4:04 - loss: 346.6809 - logits_profile_predictions_loss: 343.3442 - logcount_predictions_loss: 0.7944 374/1913 [====>.........................] - ETA: 4:04 - loss: 346.6773 - logits_profile_predictions_loss: 343.3408 - logcount_predictions_loss: 0.7944 375/1913 [====>.........................] - ETA: 4:03 - loss: 346.6736 - logits_profile_predictions_loss: 343.3372 - logcount_predictions_loss: 0.7943 376/1913 [====>.........................] - ETA: 4:03 - loss: 346.6696 - logits_profile_predictions_loss: 343.3334 - logcount_predictions_loss: 0.7943 377/1913 [====>.........................] - ETA: 4:03 - loss: 346.6653 - logits_profile_predictions_loss: 343.3293 - logcount_predictions_loss: 0.7943 378/1913 [====>.........................] - ETA: 4:03 - loss: 346.6610 - logits_profile_predictions_loss: 343.3251 - logcount_predictions_loss: 0.7942 379/1913 [====>.........................] - ETA: 4:03 - loss: 346.6571 - logits_profile_predictions_loss: 343.3214 - logcount_predictions_loss: 0.7942 380/1913 [====>.........................] - ETA: 4:03 - loss: 346.6529 - logits_profile_predictions_loss: 343.3173 - logcount_predictions_loss: 0.7942 381/1913 [====>.........................] - ETA: 4:02 - loss: 346.6494 - logits_profile_predictions_loss: 343.3140 - logcount_predictions_loss: 0.7941 382/1913 [====>.........................] - ETA: 4:02 - loss: 346.6454 - logits_profile_predictions_loss: 343.3101 - logcount_predictions_loss: 0.7941 383/1913 [=====>........................] - ETA: 4:02 - loss: 346.6420 - logits_profile_predictions_loss: 343.3069 - logcount_predictions_loss: 0.7941 384/1913 [=====>........................] - ETA: 4:02 - loss: 346.6395 - logits_profile_predictions_loss: 343.3045 - logcount_predictions_loss: 0.7940 385/1913 [=====>........................] - ETA: 4:02 - loss: 346.6380 - logits_profile_predictions_loss: 343.3031 - logcount_predictions_loss: 0.7940 386/1913 [=====>........................] - ETA: 4:02 - loss: 346.6364 - logits_profile_predictions_loss: 343.3017 - logcount_predictions_loss: 0.7940 387/1913 [=====>........................] - ETA: 4:02 - loss: 346.6353 - logits_profile_predictions_loss: 343.3006 - logcount_predictions_loss: 0.7939 388/1913 [=====>........................] - ETA: 4:01 - loss: 346.6343 - logits_profile_predictions_loss: 343.2998 - logcount_predictions_loss: 0.7939 389/1913 [=====>........................] - ETA: 4:01 - loss: 346.6334 - logits_profile_predictions_loss: 343.2990 - logcount_predictions_loss: 0.7939 390/1913 [=====>........................] - ETA: 4:01 - loss: 346.6328 - logits_profile_predictions_loss: 343.2985 - logcount_predictions_loss: 0.7938 391/1913 [=====>........................] - ETA: 4:01 - loss: 346.6320 - logits_profile_predictions_loss: 343.2979 - logcount_predictions_loss: 0.7938 392/1913 [=====>........................] - ETA: 4:01 - loss: 346.6308 - logits_profile_predictions_loss: 343.2968 - logcount_predictions_loss: 0.7938 393/1913 [=====>........................] - ETA: 4:01 - loss: 346.6295 - logits_profile_predictions_loss: 343.2956 - logcount_predictions_loss: 0.7938 394/1913 [=====>........................] - ETA: 4:00 - loss: 346.6284 - logits_profile_predictions_loss: 343.2946 - logcount_predictions_loss: 0.7937 395/1913 [=====>........................] - ETA: 4:00 - loss: 346.6269 - logits_profile_predictions_loss: 343.2932 - logcount_predictions_loss: 0.7937 396/1913 [=====>........................] - ETA: 4:00 - loss: 346.6251 - logits_profile_predictions_loss: 343.2916 - logcount_predictions_loss: 0.7937 397/1913 [=====>........................] - ETA: 4:00 - loss: 346.6234 - logits_profile_predictions_loss: 343.2899 - logcount_predictions_loss: 0.7937 398/1913 [=====>........................] - ETA: 4:00 - loss: 346.6216 - logits_profile_predictions_loss: 343.2883 - logcount_predictions_loss: 0.7936 399/1913 [=====>........................] - ETA: 4:00 - loss: 346.6204 - logits_profile_predictions_loss: 343.2872 - logcount_predictions_loss: 0.7936 400/1913 [=====>........................] - ETA: 3:59 - loss: 346.6194 - logits_profile_predictions_loss: 343.2862 - logcount_predictions_loss: 0.7936 401/1913 [=====>........................] - ETA: 3:59 - loss: 346.6190 - logits_profile_predictions_loss: 343.2859 - logcount_predictions_loss: 0.7936 402/1913 [=====>........................] - ETA: 3:59 - loss: 346.6182 - logits_profile_predictions_loss: 343.2852 - logcount_predictions_loss: 0.7935 403/1913 [=====>........................] - ETA: 3:59 - loss: 346.6169 - logits_profile_predictions_loss: 343.2840 - logcount_predictions_loss: 0.7935 404/1913 [=====>........................] - ETA: 3:59 - loss: 346.6158 - logits_profile_predictions_loss: 343.2831 - logcount_predictions_loss: 0.7935 405/1913 [=====>........................] - ETA: 3:59 - loss: 346.6144 - logits_profile_predictions_loss: 343.2817 - logcount_predictions_loss: 0.7935 406/1913 [=====>........................] - ETA: 3:59 - loss: 346.6127 - logits_profile_predictions_loss: 343.2801 - logcount_predictions_loss: 0.7934 407/1913 [=====>........................] - ETA: 3:58 - loss: 346.6113 - 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logits_profile_predictions_loss: 348.7834 - logcount_predictions_loss: 0.7717 322/1913 [====>.........................] - ETA: 4:11 - loss: 352.0133 - logits_profile_predictions_loss: 348.7724 - logcount_predictions_loss: 0.7716 323/1913 [====>.........................] - ETA: 4:11 - loss: 352.0020 - logits_profile_predictions_loss: 348.7614 - logcount_predictions_loss: 0.7716 324/1913 [====>.........................] - ETA: 4:11 - loss: 351.9898 - logits_profile_predictions_loss: 348.7494 - logcount_predictions_loss: 0.7715 325/1913 [====>.........................] - ETA: 4:11 - loss: 351.9768 - logits_profile_predictions_loss: 348.7366 - logcount_predictions_loss: 0.7715 326/1913 [====>.........................] - ETA: 4:11 - loss: 351.9640 - logits_profile_predictions_loss: 348.7241 - logcount_predictions_loss: 0.7714 327/1913 [====>.........................] - ETA: 4:10 - loss: 351.9516 - logits_profile_predictions_loss: 348.7118 - logcount_predictions_loss: 0.7714 328/1913 [====>.........................] - ETA: 4:10 - loss: 351.9404 - logits_profile_predictions_loss: 348.7008 - logcount_predictions_loss: 0.7713 329/1913 [====>.........................] - ETA: 4:10 - loss: 351.9294 - logits_profile_predictions_loss: 348.6901 - logcount_predictions_loss: 0.7712 330/1913 [====>.........................] - ETA: 4:10 - loss: 351.9179 - logits_profile_predictions_loss: 348.6788 - logcount_predictions_loss: 0.7712 331/1913 [====>.........................] - ETA: 4:10 - loss: 351.9057 - logits_profile_predictions_loss: 348.6669 - logcount_predictions_loss: 0.7711 332/1913 [====>.........................] - ETA: 4:10 - loss: 351.8932 - logits_profile_predictions_loss: 348.6545 - logcount_predictions_loss: 0.7711 333/1913 [====>.........................] - ETA: 4:09 - loss: 351.8806 - logits_profile_predictions_loss: 348.6422 - logcount_predictions_loss: 0.7710 334/1913 [====>.........................] - ETA: 4:09 - loss: 351.8675 - logits_profile_predictions_loss: 348.6293 - logcount_predictions_loss: 0.7710 335/1913 [====>.........................] - ETA: 4:09 - loss: 351.8541 - logits_profile_predictions_loss: 348.6161 - logcount_predictions_loss: 0.7709 336/1913 [====>.........................] - ETA: 4:09 - loss: 351.8410 - logits_profile_predictions_loss: 348.6032 - logcount_predictions_loss: 0.7709 337/1913 [====>.........................] - ETA: 4:09 - loss: 351.8285 - logits_profile_predictions_loss: 348.5909 - logcount_predictions_loss: 0.7708 338/1913 [====>.........................] - ETA: 4:09 - loss: 351.8162 - logits_profile_predictions_loss: 348.5789 - logcount_predictions_loss: 0.7708 339/1913 [====>.........................] - ETA: 4:09 - loss: 351.8040 - logits_profile_predictions_loss: 348.5669 - logcount_predictions_loss: 0.7707 340/1913 [====>.........................] - ETA: 4:08 - loss: 351.7915 - logits_profile_predictions_loss: 348.5546 - logcount_predictions_loss: 0.7707 341/1913 [====>.........................] - ETA: 4:08 - loss: 351.7794 - logits_profile_predictions_loss: 348.5427 - logcount_predictions_loss: 0.7706 342/1913 [====>.........................] - ETA: 4:08 - loss: 351.7674 - logits_profile_predictions_loss: 348.5309 - logcount_predictions_loss: 0.7706 343/1913 [====>.........................] - ETA: 4:08 - loss: 351.7554 - logits_profile_predictions_loss: 348.5192 - logcount_predictions_loss: 0.7705 344/1913 [====>.........................] - ETA: 4:08 - loss: 351.7434 - logits_profile_predictions_loss: 348.5074 - logcount_predictions_loss: 0.7705 345/1913 [====>.........................] - ETA: 4:08 - loss: 351.7309 - logits_profile_predictions_loss: 348.4951 - logcount_predictions_loss: 0.7704 346/1913 [====>.........................] - ETA: 4:07 - loss: 351.7187 - logits_profile_predictions_loss: 348.4831 - logcount_predictions_loss: 0.7703 347/1913 [====>.........................] - ETA: 4:07 - loss: 351.7056 - logits_profile_predictions_loss: 348.4703 - logcount_predictions_loss: 0.7703 348/1913 [====>.........................] - ETA: 4:07 - loss: 351.6924 - logits_profile_predictions_loss: 348.4573 - logcount_predictions_loss: 0.7702 349/1913 [====>.........................] - ETA: 4:07 - loss: 351.6790 - logits_profile_predictions_loss: 348.4442 - logcount_predictions_loss: 0.7702 350/1913 [====>.........................] - ETA: 4:07 - loss: 351.6660 - logits_profile_predictions_loss: 348.4314 - logcount_predictions_loss: 0.7701 351/1913 [====>.........................] - ETA: 4:07 - loss: 351.6532 - logits_profile_predictions_loss: 348.4187 - logcount_predictions_loss: 0.7701 352/1913 [====>.........................] - ETA: 4:06 - loss: 351.6400 - logits_profile_predictions_loss: 348.4057 - logcount_predictions_loss: 0.7700 353/1913 [====>.........................] - ETA: 4:06 - loss: 351.6266 - logits_profile_predictions_loss: 348.3926 - logcount_predictions_loss: 0.7700 354/1913 [====>.........................] - ETA: 4:06 - loss: 351.6138 - logits_profile_predictions_loss: 348.3800 - logcount_predictions_loss: 0.7699 355/1913 [====>.........................] - ETA: 4:06 - loss: 351.6009 - logits_profile_predictions_loss: 348.3673 - logcount_predictions_loss: 0.7699 356/1913 [====>.........................] - ETA: 4:06 - loss: 351.5880 - logits_profile_predictions_loss: 348.3545 - logcount_predictions_loss: 0.7698 357/1913 [====>.........................] - ETA: 4:06 - loss: 351.5751 - logits_profile_predictions_loss: 348.3419 - logcount_predictions_loss: 0.7698 358/1913 [====>.........................] - ETA: 4:06 - loss: 351.5627 - logits_profile_predictions_loss: 348.3296 - logcount_predictions_loss: 0.7698 359/1913 [====>.........................] - ETA: 4:05 - loss: 351.5503 - logits_profile_predictions_loss: 348.3175 - logcount_predictions_loss: 0.7697 360/1913 [====>.........................] - ETA: 4:05 - loss: 351.5381 - 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[====>.........................] - ETA: 4:04 - loss: 351.4512 - logits_profile_predictions_loss: 348.2201 - logcount_predictions_loss: 0.7693 368/1913 [====>.........................] - ETA: 4:04 - loss: 351.4392 - logits_profile_predictions_loss: 348.2083 - logcount_predictions_loss: 0.7692 369/1913 [====>.........................] - ETA: 4:04 - loss: 351.4268 - logits_profile_predictions_loss: 348.1961 - logcount_predictions_loss: 0.7692 370/1913 [====>.........................] - ETA: 4:04 - loss: 351.4147 - logits_profile_predictions_loss: 348.1843 - logcount_predictions_loss: 0.7691 371/1913 [====>.........................] - ETA: 4:04 - loss: 351.4030 - logits_profile_predictions_loss: 348.1728 - logcount_predictions_loss: 0.7691 372/1913 [====>.........................] - ETA: 4:03 - loss: 351.3914 - logits_profile_predictions_loss: 348.1614 - logcount_predictions_loss: 0.7690 373/1913 [====>.........................] - ETA: 4:03 - loss: 351.3807 - 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[====>.........................] - ETA: 4:02 - loss: 351.3061 - logits_profile_predictions_loss: 348.0780 - logcount_predictions_loss: 0.7686 381/1913 [====>.........................] - ETA: 4:02 - loss: 351.2972 - logits_profile_predictions_loss: 348.0693 - logcount_predictions_loss: 0.7685 382/1913 [====>.........................] - ETA: 4:02 - loss: 351.2883 - logits_profile_predictions_loss: 348.0607 - logcount_predictions_loss: 0.7685 383/1913 [=====>........................] - ETA: 4:02 - loss: 351.2794 - logits_profile_predictions_loss: 348.0519 - logcount_predictions_loss: 0.7684 384/1913 [=====>........................] - ETA: 4:01 - loss: 351.2704 - logits_profile_predictions_loss: 348.0432 - logcount_predictions_loss: 0.7684 385/1913 [=====>........................] - ETA: 4:01 - loss: 351.2620 - logits_profile_predictions_loss: 348.0350 - logcount_predictions_loss: 0.7683 386/1913 [=====>........................] - ETA: 4:01 - loss: 351.2534 - 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[=====>........................] - ETA: 4:00 - loss: 351.1935 - logits_profile_predictions_loss: 347.9683 - logcount_predictions_loss: 0.7679 394/1913 [=====>........................] - ETA: 4:00 - loss: 351.1853 - logits_profile_predictions_loss: 347.9603 - logcount_predictions_loss: 0.7678 395/1913 [=====>........................] - ETA: 4:00 - loss: 351.1774 - logits_profile_predictions_loss: 347.9526 - logcount_predictions_loss: 0.7678 396/1913 [=====>........................] - ETA: 4:00 - loss: 351.1701 - logits_profile_predictions_loss: 347.9455 - logcount_predictions_loss: 0.7677 397/1913 [=====>........................] - ETA: 3:59 - loss: 351.1629 - logits_profile_predictions_loss: 347.9385 - logcount_predictions_loss: 0.7677 398/1913 [=====>........................] - ETA: 3:59 - loss: 351.1555 - logits_profile_predictions_loss: 347.9313 - logcount_predictions_loss: 0.7676 399/1913 [=====>........................] - ETA: 3:59 - loss: 351.1479 - 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[=====>........................] - ETA: 3:58 - loss: 351.0981 - logits_profile_predictions_loss: 347.8755 - logcount_predictions_loss: 0.7673 407/1913 [=====>........................] - ETA: 3:58 - loss: 351.0905 - logits_profile_predictions_loss: 347.8682 - logcount_predictions_loss: 0.7672 408/1913 [=====>........................] - ETA: 3:58 - loss: 351.0831 - logits_profile_predictions_loss: 347.8610 - logcount_predictions_loss: 0.7672 409/1913 [=====>........................] - ETA: 3:58 - loss: 351.0757 - logits_profile_predictions_loss: 347.8538 - logcount_predictions_loss: 0.7671 410/1913 [=====>........................] - ETA: 3:57 - loss: 351.0681 - logits_profile_predictions_loss: 347.8464 - logcount_predictions_loss: 0.7671 411/1913 [=====>........................] - ETA: 3:57 - loss: 351.0614 - logits_profile_predictions_loss: 347.8399 - logcount_predictions_loss: 0.7670 412/1913 [=====>........................] - ETA: 3:57 - loss: 351.0544 - 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[=====>........................] - ETA: 3:56 - loss: 351.0003 - logits_profile_predictions_loss: 347.7802 - logcount_predictions_loss: 0.7667 420/1913 [=====>........................] - ETA: 3:56 - loss: 350.9930 - logits_profile_predictions_loss: 347.7731 - logcount_predictions_loss: 0.7666 421/1913 [=====>........................] - ETA: 3:56 - loss: 350.9860 - logits_profile_predictions_loss: 347.7663 - logcount_predictions_loss: 0.7666 422/1913 [=====>........................] - ETA: 3:55 - loss: 350.9795 - logits_profile_predictions_loss: 347.7600 - logcount_predictions_loss: 0.7665 423/1913 [=====>........................] - ETA: 3:55 - loss: 350.9733 - logits_profile_predictions_loss: 347.7539 - logcount_predictions_loss: 0.7665 424/1913 [=====>........................] - ETA: 3:55 - loss: 350.9671 - logits_profile_predictions_loss: 347.7479 - logcount_predictions_loss: 0.7665 425/1913 [=====>........................] - ETA: 3:55 - loss: 350.9605 - 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[=====>........................] - ETA: 3:54 - loss: 350.9138 - logits_profile_predictions_loss: 347.6959 - logcount_predictions_loss: 0.7661 433/1913 [=====>........................] - ETA: 3:54 - loss: 350.9065 - logits_profile_predictions_loss: 347.6888 - logcount_predictions_loss: 0.7661 434/1913 [=====>........................] - ETA: 3:54 - loss: 350.8990 - logits_profile_predictions_loss: 347.6815 - logcount_predictions_loss: 0.7661 435/1913 [=====>........................] - ETA: 3:53 - loss: 350.8920 - logits_profile_predictions_loss: 347.6746 - logcount_predictions_loss: 0.7660 436/1913 [=====>........................] - ETA: 3:53 - loss: 350.8846 - logits_profile_predictions_loss: 347.6673 - logcount_predictions_loss: 0.7660 437/1913 [=====>........................] - ETA: 3:53 - loss: 350.8772 - logits_profile_predictions_loss: 347.6601 - logcount_predictions_loss: 0.7660 438/1913 [=====>........................] - ETA: 3:53 - loss: 350.8698 - 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333.2731 - val_logits_profile_predictions_loss: 330.4272 - val_logcount_predictions_loss: 0.6776 + +Epoch 00009: val_loss improved from 336.53003 to 333.27310, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 +Epoch 10/50 + 1/1913 [..............................] - ETA: 7:32 - loss: 441.5260 - logits_profile_predictions_loss: 439.7324 - logcount_predictions_loss: 0.4270 2/1913 [..............................] - ETA: 5:09 - loss: 416.5307 - logits_profile_predictions_loss: 414.4035 - logcount_predictions_loss: 0.5065 3/1913 [..............................] - ETA: 5:04 - loss: 405.1106 - logits_profile_predictions_loss: 402.7652 - logcount_predictions_loss: 0.5584 4/1913 [..............................] - ETA: 5:11 - loss: 399.0655 - logits_profile_predictions_loss: 396.5631 - logcount_predictions_loss: 0.5958 5/1913 [..............................] - ETA: 5:08 - loss: 392.8779 - 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logits_profile_predictions_loss: 344.6486 - logcount_predictions_loss: 0.7284 235/1913 [==>...........................] - ETA: 4:24 - loss: 347.7024 - logits_profile_predictions_loss: 344.6426 - logcount_predictions_loss: 0.7285 236/1913 [==>...........................] - ETA: 4:24 - loss: 347.6967 - logits_profile_predictions_loss: 344.6366 - logcount_predictions_loss: 0.7286 237/1913 [==>...........................] - ETA: 4:24 - loss: 347.6907 - logits_profile_predictions_loss: 344.6305 - logcount_predictions_loss: 0.7286 238/1913 [==>...........................] - ETA: 4:24 - loss: 347.6851 - logits_profile_predictions_loss: 344.6246 - logcount_predictions_loss: 0.7287 239/1913 [==>...........................] - ETA: 4:24 - loss: 347.6797 - logits_profile_predictions_loss: 344.6189 - logcount_predictions_loss: 0.7287 240/1913 [==>...........................] - ETA: 4:23 - loss: 347.6747 - logits_profile_predictions_loss: 344.6137 - logcount_predictions_loss: 0.7288 241/1913 [==>...........................] - ETA: 4:23 - loss: 347.6701 - logits_profile_predictions_loss: 344.6089 - logcount_predictions_loss: 0.7289 242/1913 [==>...........................] - ETA: 4:23 - loss: 347.6651 - logits_profile_predictions_loss: 344.6035 - logcount_predictions_loss: 0.7289 243/1913 [==>...........................] - ETA: 4:23 - loss: 347.6593 - logits_profile_predictions_loss: 344.5975 - logcount_predictions_loss: 0.7290 244/1913 [==>...........................] - ETA: 4:23 - loss: 347.6541 - logits_profile_predictions_loss: 344.5921 - logcount_predictions_loss: 0.7290 245/1913 [==>...........................] - ETA: 4:23 - loss: 347.6502 - logits_profile_predictions_loss: 344.5880 - logcount_predictions_loss: 0.7291 246/1913 [==>...........................] - ETA: 4:23 - loss: 347.6453 - logits_profile_predictions_loss: 344.5829 - logcount_predictions_loss: 0.7291 247/1913 [==>...........................] - ETA: 4:22 - loss: 347.6420 - logits_profile_predictions_loss: 344.5794 - logcount_predictions_loss: 0.7292 248/1913 [==>...........................] - ETA: 4:22 - loss: 347.6377 - logits_profile_predictions_loss: 344.5748 - logcount_predictions_loss: 0.7293 249/1913 [==>...........................] - ETA: 4:22 - loss: 347.6344 - logits_profile_predictions_loss: 344.5713 - logcount_predictions_loss: 0.7293 250/1913 [==>...........................] - ETA: 4:22 - loss: 347.6320 - logits_profile_predictions_loss: 344.5687 - logcount_predictions_loss: 0.7294 251/1913 [==>...........................] - ETA: 4:22 - loss: 347.6305 - logits_profile_predictions_loss: 344.5669 - logcount_predictions_loss: 0.7294 252/1913 [==>...........................] - ETA: 4:22 - loss: 347.6304 - logits_profile_predictions_loss: 344.5666 - logcount_predictions_loss: 0.7295 253/1913 [==>...........................] - ETA: 4:21 - loss: 347.6297 - logits_profile_predictions_loss: 344.5657 - logcount_predictions_loss: 0.7295 254/1913 [==>...........................] - ETA: 4:21 - loss: 347.6285 - logits_profile_predictions_loss: 344.5643 - logcount_predictions_loss: 0.7296 255/1913 [==>...........................] - ETA: 4:21 - loss: 347.6256 - logits_profile_predictions_loss: 344.5612 - logcount_predictions_loss: 0.7296 256/1913 [===>..........................] - ETA: 4:21 - loss: 347.6235 - logits_profile_predictions_loss: 344.5589 - logcount_predictions_loss: 0.7297 257/1913 [===>..........................] - ETA: 4:21 - loss: 347.6191 - logits_profile_predictions_loss: 344.5542 - logcount_predictions_loss: 0.7297 258/1913 [===>..........................] - ETA: 4:21 - loss: 347.6162 - logits_profile_predictions_loss: 344.5511 - logcount_predictions_loss: 0.7298 259/1913 [===>..........................] - ETA: 4:20 - loss: 347.6140 - logits_profile_predictions_loss: 344.5487 - logcount_predictions_loss: 0.7298 260/1913 [===>..........................] - ETA: 4:20 - loss: 347.6112 - logits_profile_predictions_loss: 344.5458 - logcount_predictions_loss: 0.7299 261/1913 [===>..........................] - ETA: 4:20 - loss: 347.6094 - logits_profile_predictions_loss: 344.5437 - logcount_predictions_loss: 0.7299 262/1913 [===>..........................] - ETA: 4:20 - loss: 347.6067 - logits_profile_predictions_loss: 344.5408 - logcount_predictions_loss: 0.7300 263/1913 [===>..........................] - ETA: 4:20 - loss: 347.6038 - logits_profile_predictions_loss: 344.5377 - logcount_predictions_loss: 0.7300 264/1913 [===>..........................] - ETA: 4:20 - loss: 347.6014 - logits_profile_predictions_loss: 344.5351 - logcount_predictions_loss: 0.7301 265/1913 [===>..........................] - ETA: 4:20 - loss: 347.5993 - logits_profile_predictions_loss: 344.5328 - logcount_predictions_loss: 0.7301 266/1913 [===>..........................] - ETA: 4:19 - loss: 347.5966 - logits_profile_predictions_loss: 344.5299 - logcount_predictions_loss: 0.7302 267/1913 [===>..........................] - ETA: 4:19 - loss: 347.5936 - logits_profile_predictions_loss: 344.5267 - logcount_predictions_loss: 0.7302 268/1913 [===>..........................] - ETA: 4:19 - loss: 347.5908 - logits_profile_predictions_loss: 344.5238 - logcount_predictions_loss: 0.7302 269/1913 [===>..........................] - ETA: 4:19 - loss: 347.5890 - logits_profile_predictions_loss: 344.5217 - logcount_predictions_loss: 0.7303 270/1913 [===>..........................] - ETA: 4:19 - loss: 347.5870 - logits_profile_predictions_loss: 344.5196 - logcount_predictions_loss: 0.7303 271/1913 [===>..........................] - ETA: 4:19 - loss: 347.5852 - logits_profile_predictions_loss: 344.5176 - logcount_predictions_loss: 0.7304 272/1913 [===>..........................] - ETA: 4:18 - loss: 347.5841 - logits_profile_predictions_loss: 344.5163 - logcount_predictions_loss: 0.7304 273/1913 [===>..........................] - ETA: 4:18 - loss: 347.5833 - 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[===>..........................] - ETA: 4:17 - loss: 347.5722 - logits_profile_predictions_loss: 344.5031 - logcount_predictions_loss: 0.7307 281/1913 [===>..........................] - ETA: 4:17 - loss: 347.5706 - logits_profile_predictions_loss: 344.5013 - logcount_predictions_loss: 0.7308 282/1913 [===>..........................] - ETA: 4:17 - loss: 347.5684 - logits_profile_predictions_loss: 344.4990 - logcount_predictions_loss: 0.7308 283/1913 [===>..........................] - ETA: 4:17 - loss: 347.5661 - logits_profile_predictions_loss: 344.4966 - logcount_predictions_loss: 0.7308 284/1913 [===>..........................] - ETA: 4:17 - loss: 347.5638 - logits_profile_predictions_loss: 344.4941 - logcount_predictions_loss: 0.7309 285/1913 [===>..........................] - ETA: 4:16 - loss: 347.5615 - logits_profile_predictions_loss: 344.4918 - logcount_predictions_loss: 0.7309 286/1913 [===>..........................] - ETA: 4:16 - loss: 347.5598 - 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[===>..........................] - ETA: 4:15 - loss: 347.5379 - logits_profile_predictions_loss: 344.4670 - logcount_predictions_loss: 0.7311 294/1913 [===>..........................] - ETA: 4:15 - loss: 347.5342 - logits_profile_predictions_loss: 344.4632 - logcount_predictions_loss: 0.7312 295/1913 [===>..........................] - ETA: 4:15 - loss: 347.5307 - logits_profile_predictions_loss: 344.4595 - logcount_predictions_loss: 0.7312 296/1913 [===>..........................] - ETA: 4:15 - loss: 347.5276 - logits_profile_predictions_loss: 344.4563 - logcount_predictions_loss: 0.7312 297/1913 [===>..........................] - ETA: 4:15 - loss: 347.5249 - logits_profile_predictions_loss: 344.4535 - logcount_predictions_loss: 0.7313 298/1913 [===>..........................] - ETA: 4:14 - loss: 347.5223 - logits_profile_predictions_loss: 344.4508 - logcount_predictions_loss: 0.7313 299/1913 [===>..........................] - ETA: 4:14 - loss: 347.5202 - logits_profile_predictions_loss: 344.4486 - logcount_predictions_loss: 0.7313 300/1913 [===>..........................] - ETA: 4:14 - loss: 347.5178 - logits_profile_predictions_loss: 344.4461 - logcount_predictions_loss: 0.7314 301/1913 [===>..........................] - ETA: 4:14 - loss: 347.5147 - logits_profile_predictions_loss: 344.4428 - logcount_predictions_loss: 0.7314 302/1913 [===>..........................] - ETA: 4:14 - loss: 347.5120 - logits_profile_predictions_loss: 344.4400 - logcount_predictions_loss: 0.7314 303/1913 [===>..........................] - ETA: 4:14 - loss: 347.5097 - logits_profile_predictions_loss: 344.4377 - logcount_predictions_loss: 0.7314 304/1913 [===>..........................] - ETA: 4:13 - loss: 347.5066 - logits_profile_predictions_loss: 344.4344 - logcount_predictions_loss: 0.7314 305/1913 [===>..........................] - ETA: 4:13 - loss: 347.5037 - logits_profile_predictions_loss: 344.4315 - logcount_predictions_loss: 0.7315 306/1913 [===>..........................] - ETA: 4:13 - loss: 347.5004 - logits_profile_predictions_loss: 344.4281 - logcount_predictions_loss: 0.7315 307/1913 [===>..........................] - ETA: 4:13 - loss: 347.4979 - logits_profile_predictions_loss: 344.4255 - logcount_predictions_loss: 0.7315 308/1913 [===>..........................] - ETA: 4:13 - loss: 347.4947 - logits_profile_predictions_loss: 344.4223 - logcount_predictions_loss: 0.7315 309/1913 [===>..........................] - ETA: 4:13 - loss: 347.4913 - logits_profile_predictions_loss: 344.4188 - logcount_predictions_loss: 0.7315 310/1913 [===>..........................] - ETA: 4:13 - loss: 347.4897 - logits_profile_predictions_loss: 344.4171 - logcount_predictions_loss: 0.7316 311/1913 [===>..........................] - ETA: 4:12 - loss: 347.4877 - logits_profile_predictions_loss: 344.4150 - logcount_predictions_loss: 0.7316 312/1913 [===>..........................] - ETA: 4:12 - loss: 347.4856 - logits_profile_predictions_loss: 344.4129 - logcount_predictions_loss: 0.7316 313/1913 [===>..........................] - ETA: 4:12 - loss: 347.4831 - logits_profile_predictions_loss: 344.4104 - logcount_predictions_loss: 0.7316 314/1913 [===>..........................] - ETA: 4:12 - loss: 347.4808 - logits_profile_predictions_loss: 344.4080 - logcount_predictions_loss: 0.7316 315/1913 [===>..........................] - ETA: 4:12 - loss: 347.4776 - logits_profile_predictions_loss: 344.4047 - logcount_predictions_loss: 0.7316 316/1913 [===>..........................] - ETA: 4:12 - loss: 347.4749 - logits_profile_predictions_loss: 344.4020 - logcount_predictions_loss: 0.7316 317/1913 [===>..........................] - ETA: 4:11 - loss: 347.4734 - logits_profile_predictions_loss: 344.4004 - logcount_predictions_loss: 0.7317 318/1913 [===>..........................] - ETA: 4:11 - loss: 347.4720 - logits_profile_predictions_loss: 344.3990 - logcount_predictions_loss: 0.7317 319/1913 [====>.........................] - ETA: 4:11 - loss: 347.4710 - logits_profile_predictions_loss: 344.3979 - logcount_predictions_loss: 0.7317 320/1913 [====>.........................] - ETA: 4:11 - loss: 347.4686 - logits_profile_predictions_loss: 344.3955 - logcount_predictions_loss: 0.7317 321/1913 [====>.........................] - ETA: 4:11 - loss: 347.4657 - logits_profile_predictions_loss: 344.3925 - logcount_predictions_loss: 0.7317 322/1913 [====>.........................] - ETA: 4:11 - loss: 347.4626 - logits_profile_predictions_loss: 344.3894 - logcount_predictions_loss: 0.7317 323/1913 [====>.........................] - ETA: 4:11 - loss: 347.4592 - logits_profile_predictions_loss: 344.3860 - logcount_predictions_loss: 0.7317 324/1913 [====>.........................] - ETA: 4:10 - loss: 347.4556 - logits_profile_predictions_loss: 344.3823 - logcount_predictions_loss: 0.7317 325/1913 [====>.........................] - ETA: 4:10 - loss: 347.4513 - logits_profile_predictions_loss: 344.3781 - logcount_predictions_loss: 0.7317 326/1913 [====>.........................] - ETA: 4:10 - loss: 347.4466 - logits_profile_predictions_loss: 344.3733 - logcount_predictions_loss: 0.7317 327/1913 [====>.........................] - ETA: 4:10 - loss: 347.4411 - logits_profile_predictions_loss: 344.3678 - logcount_predictions_loss: 0.7317 328/1913 [====>.........................] - ETA: 4:10 - loss: 347.4352 - logits_profile_predictions_loss: 344.3619 - logcount_predictions_loss: 0.7317 329/1913 [====>.........................] - ETA: 4:10 - loss: 347.4294 - logits_profile_predictions_loss: 344.3560 - logcount_predictions_loss: 0.7318 330/1913 [====>.........................] - ETA: 4:09 - loss: 347.4238 - logits_profile_predictions_loss: 344.3504 - logcount_predictions_loss: 0.7318 331/1913 [====>.........................] - ETA: 4:09 - loss: 347.4180 - logits_profile_predictions_loss: 344.3445 - logcount_predictions_loss: 0.7318 332/1913 [====>.........................] - ETA: 4:09 - loss: 347.4130 - logits_profile_predictions_loss: 344.3395 - logcount_predictions_loss: 0.7318 333/1913 [====>.........................] - ETA: 4:09 - loss: 347.4077 - logits_profile_predictions_loss: 344.3342 - logcount_predictions_loss: 0.7318 334/1913 [====>.........................] - ETA: 4:09 - loss: 347.4024 - logits_profile_predictions_loss: 344.3289 - logcount_predictions_loss: 0.7318 335/1913 [====>.........................] - ETA: 4:09 - loss: 347.3973 - logits_profile_predictions_loss: 344.3237 - logcount_predictions_loss: 0.7318 336/1913 [====>.........................] - ETA: 4:08 - loss: 347.3921 - logits_profile_predictions_loss: 344.3185 - logcount_predictions_loss: 0.7318 337/1913 [====>.........................] - ETA: 4:08 - loss: 347.3868 - logits_profile_predictions_loss: 344.3131 - logcount_predictions_loss: 0.7318 338/1913 [====>.........................] - ETA: 4:08 - loss: 347.3819 - logits_profile_predictions_loss: 344.3082 - logcount_predictions_loss: 0.7318 339/1913 [====>.........................] - ETA: 4:08 - loss: 347.3771 - logits_profile_predictions_loss: 344.3034 - logcount_predictions_loss: 0.7318 340/1913 [====>.........................] - ETA: 4:08 - loss: 347.3723 - logits_profile_predictions_loss: 344.2986 - logcount_predictions_loss: 0.7318 341/1913 [====>.........................] - ETA: 4:08 - loss: 347.3668 - logits_profile_predictions_loss: 344.2931 - logcount_predictions_loss: 0.7318 342/1913 [====>.........................] - ETA: 4:08 - loss: 347.3611 - logits_profile_predictions_loss: 344.2873 - logcount_predictions_loss: 0.7318 343/1913 [====>.........................] - ETA: 4:07 - loss: 347.3556 - logits_profile_predictions_loss: 344.2818 - logcount_predictions_loss: 0.7318 344/1913 [====>.........................] - ETA: 4:07 - loss: 347.3501 - logits_profile_predictions_loss: 344.2763 - logcount_predictions_loss: 0.7319 345/1913 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logits_profile_predictions_loss: 342.6544 - logcount_predictions_loss: 0.7341 1913/1913 [==============================] - ETA: 0s - loss: 345.7371 - logits_profile_predictions_loss: 342.6542 - logcount_predictions_loss: 0.7341 1913/1913 [==============================] - 317s 166ms/step - loss: 345.7369 - logits_profile_predictions_loss: 342.6540 - logcount_predictions_loss: 0.7341 - val_loss: 340.3041 - val_logits_profile_predictions_loss: 336.8142 - val_logcount_predictions_loss: 0.8309 + +Epoch 00010: val_loss did not improve from 333.27310 +Epoch 11/50 + 1/1913 [..............................] - ETA: 6:44 - loss: 411.1807 - logits_profile_predictions_loss: 408.5326 - logcount_predictions_loss: 0.6305 2/1913 [..............................] - ETA: 5:27 - loss: 379.9805 - logits_profile_predictions_loss: 377.1121 - logcount_predictions_loss: 0.6829 3/1913 [..............................] - ETA: 5:12 - loss: 365.5679 - logits_profile_predictions_loss: 362.4470 - logcount_predictions_loss: 0.7431 4/1913 [..............................] - ETA: 5:08 - loss: 362.4395 - logits_profile_predictions_loss: 359.1996 - logcount_predictions_loss: 0.7714 5/1913 [..............................] - ETA: 5:05 - loss: 357.5319 - logits_profile_predictions_loss: 354.2476 - logcount_predictions_loss: 0.7820 6/1913 [..............................] - ETA: 5:04 - loss: 352.7900 - logits_profile_predictions_loss: 349.5133 - logcount_predictions_loss: 0.7802 7/1913 [..............................] - ETA: 5:03 - loss: 347.7344 - logits_profile_predictions_loss: 344.4948 - logcount_predictions_loss: 0.7713 8/1913 [..............................] - ETA: 5:02 - loss: 343.4335 - logits_profile_predictions_loss: 340.2200 - logcount_predictions_loss: 0.7651 9/1913 [..............................] - ETA: 5:02 - loss: 341.0759 - logits_profile_predictions_loss: 337.8660 - logcount_predictions_loss: 0.7643 10/1913 [..............................] - ETA: 5:02 - loss: 339.4629 - logits_profile_predictions_loss: 336.2552 - logcount_predictions_loss: 0.7637 11/1913 [..............................] - ETA: 5:01 - loss: 338.5702 - logits_profile_predictions_loss: 335.3532 - logcount_predictions_loss: 0.7659 12/1913 [..............................] - ETA: 5:01 - loss: 337.4459 - logits_profile_predictions_loss: 334.2228 - logcount_predictions_loss: 0.7674 13/1913 [..............................] - ETA: 5:01 - loss: 336.4683 - logits_profile_predictions_loss: 333.2441 - logcount_predictions_loss: 0.7677 14/1913 [..............................] - ETA: 5:00 - loss: 336.2906 - logits_profile_predictions_loss: 333.0699 - logcount_predictions_loss: 0.7668 15/1913 [..............................] - ETA: 5:00 - loss: 336.1067 - logits_profile_predictions_loss: 332.8937 - logcount_predictions_loss: 0.7650 16/1913 [..............................] - ETA: 5:00 - loss: 336.2098 - logits_profile_predictions_loss: 333.0031 - logcount_predictions_loss: 0.7635 17/1913 [..............................] - ETA: 5:00 - loss: 336.2761 - logits_profile_predictions_loss: 333.0732 - logcount_predictions_loss: 0.7626 18/1913 [..............................] - ETA: 5:00 - loss: 336.5173 - logits_profile_predictions_loss: 333.3161 - logcount_predictions_loss: 0.7622 19/1913 [..............................] - ETA: 4:59 - loss: 336.4592 - logits_profile_predictions_loss: 333.2585 - logcount_predictions_loss: 0.7621 20/1913 [..............................] - ETA: 4:59 - loss: 336.4558 - logits_profile_predictions_loss: 333.2576 - logcount_predictions_loss: 0.7615 21/1913 [..............................] - ETA: 4:59 - loss: 336.3183 - logits_profile_predictions_loss: 333.1244 - logcount_predictions_loss: 0.7605 22/1913 [..............................] - ETA: 4:59 - loss: 336.4908 - logits_profile_predictions_loss: 333.2960 - logcount_predictions_loss: 0.7607 23/1913 [..............................] - ETA: 4:58 - loss: 336.5817 - logits_profile_predictions_loss: 333.3881 - logcount_predictions_loss: 0.7604 24/1913 [..............................] - ETA: 4:58 - loss: 336.5270 - logits_profile_predictions_loss: 333.3353 - logcount_predictions_loss: 0.7599 25/1913 [..............................] - ETA: 4:58 - loss: 336.3907 - logits_profile_predictions_loss: 333.2014 - logcount_predictions_loss: 0.7593 26/1913 [..............................] - ETA: 4:58 - loss: 336.3074 - logits_profile_predictions_loss: 333.1196 - logcount_predictions_loss: 0.7590 27/1913 [..............................] - ETA: 4:57 - loss: 336.2659 - logits_profile_predictions_loss: 333.0791 - logcount_predictions_loss: 0.7588 28/1913 [..............................] - ETA: 4:57 - loss: 336.2216 - logits_profile_predictions_loss: 333.0357 - logcount_predictions_loss: 0.7585 29/1913 [..............................] - ETA: 4:57 - loss: 336.3036 - logits_profile_predictions_loss: 333.1181 - logcount_predictions_loss: 0.7584 30/1913 [..............................] - ETA: 4:57 - 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logits_profile_predictions_loss: 334.4609 - logcount_predictions_loss: 0.7564 44/1913 [..............................] - ETA: 4:54 - loss: 337.6990 - logits_profile_predictions_loss: 334.5230 - logcount_predictions_loss: 0.7562 45/1913 [..............................] - ETA: 4:54 - loss: 337.8085 - logits_profile_predictions_loss: 334.6336 - logcount_predictions_loss: 0.7559 46/1913 [..............................] - ETA: 4:54 - loss: 337.9027 - logits_profile_predictions_loss: 334.7291 - logcount_predictions_loss: 0.7556 47/1913 [..............................] - ETA: 4:54 - loss: 337.9689 - logits_profile_predictions_loss: 334.7969 - logcount_predictions_loss: 0.7552 48/1913 [..............................] - ETA: 4:54 - loss: 338.0030 - logits_profile_predictions_loss: 334.8326 - logcount_predictions_loss: 0.7549 49/1913 [..............................] - ETA: 4:54 - loss: 338.0171 - logits_profile_predictions_loss: 334.8485 - logcount_predictions_loss: 0.7544 50/1913 [..............................] - ETA: 4:53 - loss: 338.0369 - logits_profile_predictions_loss: 334.8700 - logcount_predictions_loss: 0.7540 51/1913 [..............................] - ETA: 4:53 - loss: 338.0547 - logits_profile_predictions_loss: 334.8898 - logcount_predictions_loss: 0.7535 52/1913 [..............................] - ETA: 4:53 - loss: 338.0639 - logits_profile_predictions_loss: 334.9008 - logcount_predictions_loss: 0.7531 53/1913 [..............................] - ETA: 4:53 - loss: 338.0612 - logits_profile_predictions_loss: 334.8994 - logcount_predictions_loss: 0.7528 54/1913 [..............................] - ETA: 4:53 - loss: 338.0411 - logits_profile_predictions_loss: 334.8805 - logcount_predictions_loss: 0.7525 55/1913 [..............................] - ETA: 4:53 - loss: 338.0076 - logits_profile_predictions_loss: 334.8482 - logcount_predictions_loss: 0.7522 56/1913 [..............................] - ETA: 4:52 - loss: 337.9773 - logits_profile_predictions_loss: 334.8189 - logcount_predictions_loss: 0.7520 57/1913 [..............................] - ETA: 4:52 - loss: 337.9308 - logits_profile_predictions_loss: 334.7738 - logcount_predictions_loss: 0.7517 58/1913 [..............................] - ETA: 4:52 - loss: 337.8750 - logits_profile_predictions_loss: 334.7195 - logcount_predictions_loss: 0.7513 59/1913 [..............................] - ETA: 4:52 - loss: 337.8137 - logits_profile_predictions_loss: 334.6598 - logcount_predictions_loss: 0.7509 60/1913 [..............................] - ETA: 4:52 - loss: 337.7775 - logits_profile_predictions_loss: 334.6249 - logcount_predictions_loss: 0.7506 61/1913 [..............................] - ETA: 4:52 - loss: 337.7321 - logits_profile_predictions_loss: 334.5805 - logcount_predictions_loss: 0.7504 62/1913 [..............................] - ETA: 4:51 - loss: 337.6840 - logits_profile_predictions_loss: 334.5333 - logcount_predictions_loss: 0.7502 63/1913 [..............................] - ETA: 4:51 - 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logits_profile_predictions_loss: 334.0659 - logcount_predictions_loss: 0.7461 77/1913 [>.............................] - ETA: 4:49 - loss: 337.1869 - logits_profile_predictions_loss: 334.0546 - logcount_predictions_loss: 0.7458 78/1913 [>.............................] - ETA: 4:49 - loss: 337.1693 - logits_profile_predictions_loss: 334.0383 - logcount_predictions_loss: 0.7454 79/1913 [>.............................] - ETA: 4:49 - loss: 337.1651 - logits_profile_predictions_loss: 334.0356 - logcount_predictions_loss: 0.7451 80/1913 [>.............................] - ETA: 4:49 - loss: 337.1606 - logits_profile_predictions_loss: 334.0325 - logcount_predictions_loss: 0.7448 81/1913 [>.............................] - ETA: 4:48 - loss: 337.1578 - logits_profile_predictions_loss: 334.0309 - logcount_predictions_loss: 0.7445 82/1913 [>.............................] - ETA: 4:48 - loss: 337.1600 - logits_profile_predictions_loss: 334.0343 - logcount_predictions_loss: 0.7442 83/1913 [>.............................] - ETA: 4:48 - loss: 337.1596 - logits_profile_predictions_loss: 334.0351 - logcount_predictions_loss: 0.7439 84/1913 [>.............................] - ETA: 4:48 - loss: 337.1535 - logits_profile_predictions_loss: 334.0299 - logcount_predictions_loss: 0.7437 85/1913 [>.............................] - ETA: 4:48 - loss: 337.1573 - logits_profile_predictions_loss: 334.0348 - logcount_predictions_loss: 0.7434 86/1913 [>.............................] - ETA: 4:48 - loss: 337.1617 - logits_profile_predictions_loss: 334.0402 - logcount_predictions_loss: 0.7432 87/1913 [>.............................] - ETA: 4:48 - loss: 337.1726 - logits_profile_predictions_loss: 334.0521 - logcount_predictions_loss: 0.7430 88/1913 [>.............................] - ETA: 4:47 - loss: 337.2030 - logits_profile_predictions_loss: 334.0833 - logcount_predictions_loss: 0.7428 89/1913 [>.............................] - ETA: 4:47 - loss: 337.2257 - logits_profile_predictions_loss: 334.1067 - logcount_predictions_loss: 0.7426 90/1913 [>.............................] - ETA: 4:47 - loss: 337.2457 - logits_profile_predictions_loss: 334.1276 - logcount_predictions_loss: 0.7424 91/1913 [>.............................] - ETA: 4:47 - loss: 337.2714 - logits_profile_predictions_loss: 334.1542 - logcount_predictions_loss: 0.7422 92/1913 [>.............................] - ETA: 4:47 - loss: 337.3085 - logits_profile_predictions_loss: 334.1922 - logcount_predictions_loss: 0.7420 93/1913 [>.............................] - ETA: 4:47 - loss: 337.3485 - logits_profile_predictions_loss: 334.2331 - logcount_predictions_loss: 0.7417 94/1913 [>.............................] - ETA: 4:46 - loss: 337.3870 - logits_profile_predictions_loss: 334.2725 - logcount_predictions_loss: 0.7415 95/1913 [>.............................] - ETA: 4:46 - loss: 337.4162 - logits_profile_predictions_loss: 334.3028 - logcount_predictions_loss: 0.7413 96/1913 [>.............................] - ETA: 4:46 - loss: 337.4374 - logits_profile_predictions_loss: 334.3251 - logcount_predictions_loss: 0.7410 97/1913 [>.............................] - ETA: 4:46 - loss: 337.4525 - logits_profile_predictions_loss: 334.3413 - logcount_predictions_loss: 0.7408 98/1913 [>.............................] - ETA: 4:46 - loss: 337.4599 - logits_profile_predictions_loss: 334.3498 - logcount_predictions_loss: 0.7405 99/1913 [>.............................] - ETA: 4:46 - loss: 337.4676 - logits_profile_predictions_loss: 334.3587 - logcount_predictions_loss: 0.7402 100/1913 [>.............................] - ETA: 4:45 - loss: 337.4807 - logits_profile_predictions_loss: 334.3729 - logcount_predictions_loss: 0.7399 101/1913 [>.............................] - ETA: 4:45 - loss: 337.5082 - logits_profile_predictions_loss: 334.4015 - logcount_predictions_loss: 0.7397 102/1913 [>.............................] - ETA: 4:45 - loss: 337.5367 - logits_profile_predictions_loss: 334.4309 - logcount_predictions_loss: 0.7395 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[===>..........................] - ETA: 4:17 - loss: 340.9789 - logits_profile_predictions_loss: 337.9198 - logcount_predictions_loss: 0.7284 286/1913 [===>..........................] - ETA: 4:17 - loss: 340.9897 - logits_profile_predictions_loss: 337.9309 - logcount_predictions_loss: 0.7283 287/1913 [===>..........................] - ETA: 4:17 - loss: 341.0005 - logits_profile_predictions_loss: 337.9419 - logcount_predictions_loss: 0.7283 288/1913 [===>..........................] - ETA: 4:16 - loss: 341.0116 - logits_profile_predictions_loss: 337.9532 - logcount_predictions_loss: 0.7282 289/1913 [===>..........................] - ETA: 4:16 - loss: 341.0238 - logits_profile_predictions_loss: 337.9656 - logcount_predictions_loss: 0.7281 290/1913 [===>..........................] - ETA: 4:16 - loss: 341.0358 - logits_profile_predictions_loss: 337.9779 - logcount_predictions_loss: 0.7281 291/1913 [===>..........................] - ETA: 4:16 - loss: 341.0469 - logits_profile_predictions_loss: 337.9891 - logcount_predictions_loss: 0.7280 292/1913 [===>..........................] - ETA: 4:16 - loss: 341.0575 - logits_profile_predictions_loss: 338.0000 - logcount_predictions_loss: 0.7280 293/1913 [===>..........................] - ETA: 4:16 - loss: 341.0682 - logits_profile_predictions_loss: 338.0109 - logcount_predictions_loss: 0.7279 294/1913 [===>..........................] - ETA: 4:15 - loss: 341.0802 - logits_profile_predictions_loss: 338.0230 - logcount_predictions_loss: 0.7279 295/1913 [===>..........................] - ETA: 4:15 - loss: 341.0918 - logits_profile_predictions_loss: 338.0349 - logcount_predictions_loss: 0.7278 296/1913 [===>..........................] - ETA: 4:15 - loss: 341.1029 - logits_profile_predictions_loss: 338.0461 - logcount_predictions_loss: 0.7278 297/1913 [===>..........................] - ETA: 4:15 - loss: 341.1139 - logits_profile_predictions_loss: 338.0573 - logcount_predictions_loss: 0.7278 298/1913 [===>..........................] - ETA: 4:15 - loss: 341.1248 - logits_profile_predictions_loss: 338.0685 - logcount_predictions_loss: 0.7277 299/1913 [===>..........................] - ETA: 4:15 - loss: 341.1359 - logits_profile_predictions_loss: 338.0797 - logcount_predictions_loss: 0.7277 300/1913 [===>..........................] - ETA: 4:14 - loss: 341.1480 - logits_profile_predictions_loss: 338.0920 - logcount_predictions_loss: 0.7276 301/1913 [===>..........................] - ETA: 4:14 - loss: 341.1599 - logits_profile_predictions_loss: 338.1041 - logcount_predictions_loss: 0.7276 302/1913 [===>..........................] - ETA: 4:14 - loss: 341.1717 - logits_profile_predictions_loss: 338.1162 - logcount_predictions_loss: 0.7275 303/1913 [===>..........................] - ETA: 4:14 - loss: 341.1827 - logits_profile_predictions_loss: 338.1274 - logcount_predictions_loss: 0.7275 304/1913 [===>..........................] - ETA: 4:14 - loss: 341.1936 - logits_profile_predictions_loss: 338.1385 - logcount_predictions_loss: 0.7274 305/1913 [===>..........................] - ETA: 4:14 - loss: 341.2057 - logits_profile_predictions_loss: 338.1508 - logcount_predictions_loss: 0.7274 306/1913 [===>..........................] - ETA: 4:14 - loss: 341.2167 - logits_profile_predictions_loss: 338.1621 - logcount_predictions_loss: 0.7273 307/1913 [===>..........................] - ETA: 4:13 - loss: 341.2267 - logits_profile_predictions_loss: 338.1722 - logcount_predictions_loss: 0.7273 308/1913 [===>..........................] - ETA: 4:13 - loss: 341.2359 - logits_profile_predictions_loss: 338.1816 - logcount_predictions_loss: 0.7272 309/1913 [===>..........................] - ETA: 4:13 - loss: 341.2442 - logits_profile_predictions_loss: 338.1901 - logcount_predictions_loss: 0.7272 310/1913 [===>..........................] - ETA: 4:13 - loss: 341.2523 - logits_profile_predictions_loss: 338.1984 - logcount_predictions_loss: 0.7271 311/1913 [===>..........................] - ETA: 4:13 - loss: 341.2610 - logits_profile_predictions_loss: 338.2073 - logcount_predictions_loss: 0.7271 312/1913 [===>..........................] - ETA: 4:13 - loss: 341.2692 - logits_profile_predictions_loss: 338.2157 - logcount_predictions_loss: 0.7270 313/1913 [===>..........................] - ETA: 4:12 - loss: 341.2777 - logits_profile_predictions_loss: 338.2244 - logcount_predictions_loss: 0.7270 314/1913 [===>..........................] - ETA: 4:12 - loss: 341.2864 - logits_profile_predictions_loss: 338.2333 - logcount_predictions_loss: 0.7269 315/1913 [===>..........................] - ETA: 4:12 - loss: 341.2954 - logits_profile_predictions_loss: 338.2425 - logcount_predictions_loss: 0.7269 316/1913 [===>..........................] - ETA: 4:12 - loss: 341.3050 - logits_profile_predictions_loss: 338.2523 - logcount_predictions_loss: 0.7269 317/1913 [===>..........................] - ETA: 4:12 - loss: 341.3143 - logits_profile_predictions_loss: 338.2617 - logcount_predictions_loss: 0.7268 318/1913 [===>..........................] - ETA: 4:12 - loss: 341.3231 - logits_profile_predictions_loss: 338.2707 - logcount_predictions_loss: 0.7268 319/1913 [====>.........................] - ETA: 4:11 - loss: 341.3318 - logits_profile_predictions_loss: 338.2796 - logcount_predictions_loss: 0.7267 320/1913 [====>.........................] - ETA: 4:11 - loss: 341.3398 - logits_profile_predictions_loss: 338.2878 - logcount_predictions_loss: 0.7267 321/1913 [====>.........................] - ETA: 4:11 - loss: 341.3479 - logits_profile_predictions_loss: 338.2960 - logcount_predictions_loss: 0.7266 322/1913 [====>.........................] - ETA: 4:11 - loss: 341.3552 - logits_profile_predictions_loss: 338.3035 - logcount_predictions_loss: 0.7266 323/1913 [====>.........................] - ETA: 4:11 - loss: 341.3624 - logits_profile_predictions_loss: 338.3109 - logcount_predictions_loss: 0.7266 324/1913 [====>.........................] - ETA: 4:11 - loss: 341.3689 - logits_profile_predictions_loss: 338.3174 - logcount_predictions_loss: 0.7265 325/1913 [====>.........................] - ETA: 4:11 - loss: 341.3759 - logits_profile_predictions_loss: 338.3246 - logcount_predictions_loss: 0.7265 326/1913 [====>.........................] - ETA: 4:10 - loss: 341.3834 - logits_profile_predictions_loss: 338.3322 - logcount_predictions_loss: 0.7265 327/1913 [====>.........................] - ETA: 4:10 - loss: 341.3909 - logits_profile_predictions_loss: 338.3398 - logcount_predictions_loss: 0.7264 328/1913 [====>.........................] - ETA: 4:10 - loss: 341.3984 - logits_profile_predictions_loss: 338.3475 - logcount_predictions_loss: 0.7264 329/1913 [====>.........................] - ETA: 4:10 - loss: 341.4054 - logits_profile_predictions_loss: 338.3546 - logcount_predictions_loss: 0.7264 330/1913 [====>.........................] - ETA: 4:10 - loss: 341.4120 - logits_profile_predictions_loss: 338.3614 - logcount_predictions_loss: 0.7263 331/1913 [====>.........................] - ETA: 4:10 - loss: 341.4183 - logits_profile_predictions_loss: 338.3678 - logcount_predictions_loss: 0.7263 332/1913 [====>.........................] - ETA: 4:09 - loss: 341.4247 - logits_profile_predictions_loss: 338.3744 - logcount_predictions_loss: 0.7263 333/1913 [====>.........................] - ETA: 4:09 - loss: 341.4310 - logits_profile_predictions_loss: 338.3808 - logcount_predictions_loss: 0.7263 334/1913 [====>.........................] - ETA: 4:09 - loss: 341.4386 - logits_profile_predictions_loss: 338.3885 - logcount_predictions_loss: 0.7262 335/1913 [====>.........................] - ETA: 4:09 - loss: 341.4465 - logits_profile_predictions_loss: 338.3965 - logcount_predictions_loss: 0.7262 336/1913 [====>.........................] - ETA: 4:09 - loss: 341.4549 - logits_profile_predictions_loss: 338.4050 - logcount_predictions_loss: 0.7262 337/1913 [====>.........................] - ETA: 4:09 - loss: 341.4628 - logits_profile_predictions_loss: 338.4130 - logcount_predictions_loss: 0.7261 338/1913 [====>.........................] - ETA: 4:08 - loss: 341.4697 - logits_profile_predictions_loss: 338.4201 - logcount_predictions_loss: 0.7261 339/1913 [====>.........................] - ETA: 4:08 - loss: 341.4766 - logits_profile_predictions_loss: 338.4271 - logcount_predictions_loss: 0.7261 340/1913 [====>.........................] - ETA: 4:08 - loss: 341.4836 - logits_profile_predictions_loss: 338.4342 - logcount_predictions_loss: 0.7260 341/1913 [====>.........................] - ETA: 4:08 - loss: 341.4907 - logits_profile_predictions_loss: 338.4415 - logcount_predictions_loss: 0.7260 342/1913 [====>.........................] - ETA: 4:08 - loss: 341.4974 - logits_profile_predictions_loss: 338.4483 - logcount_predictions_loss: 0.7260 343/1913 [====>.........................] - ETA: 4:08 - loss: 341.5045 - 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[====>.........................] - ETA: 4:07 - loss: 341.5520 - logits_profile_predictions_loss: 338.5039 - logcount_predictions_loss: 0.7257 351/1913 [====>.........................] - ETA: 4:06 - loss: 341.5589 - logits_profile_predictions_loss: 338.5109 - logcount_predictions_loss: 0.7257 352/1913 [====>.........................] - ETA: 4:06 - loss: 341.5658 - logits_profile_predictions_loss: 338.5179 - logcount_predictions_loss: 0.7257 353/1913 [====>.........................] - ETA: 4:06 - loss: 341.5717 - logits_profile_predictions_loss: 338.5239 - logcount_predictions_loss: 0.7257 354/1913 [====>.........................] - ETA: 4:06 - loss: 341.5775 - logits_profile_predictions_loss: 338.5299 - logcount_predictions_loss: 0.7256 355/1913 [====>.........................] - ETA: 4:06 - loss: 341.5833 - logits_profile_predictions_loss: 338.5358 - logcount_predictions_loss: 0.7256 356/1913 [====>.........................] - ETA: 4:06 - loss: 341.5887 - 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[====>.........................] - ETA: 4:05 - loss: 341.6196 - logits_profile_predictions_loss: 338.5730 - logcount_predictions_loss: 0.7254 364/1913 [====>.........................] - ETA: 4:04 - loss: 341.6241 - logits_profile_predictions_loss: 338.5776 - logcount_predictions_loss: 0.7254 365/1913 [====>.........................] - ETA: 4:04 - loss: 341.6281 - logits_profile_predictions_loss: 338.5817 - logcount_predictions_loss: 0.7253 366/1913 [====>.........................] - ETA: 4:04 - loss: 341.6316 - logits_profile_predictions_loss: 338.5853 - logcount_predictions_loss: 0.7253 367/1913 [====>.........................] - ETA: 4:04 - loss: 341.6345 - logits_profile_predictions_loss: 338.5883 - logcount_predictions_loss: 0.7253 368/1913 [====>.........................] - ETA: 4:04 - loss: 341.6372 - logits_profile_predictions_loss: 338.5911 - logcount_predictions_loss: 0.7253 369/1913 [====>.........................] - ETA: 4:04 - loss: 341.6399 - 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[====>.........................] - ETA: 4:03 - loss: 341.6596 - logits_profile_predictions_loss: 338.6143 - logcount_predictions_loss: 0.7251 377/1913 [====>.........................] - ETA: 4:02 - loss: 341.6623 - logits_profile_predictions_loss: 338.6171 - logcount_predictions_loss: 0.7250 378/1913 [====>.........................] - ETA: 4:02 - loss: 341.6651 - logits_profile_predictions_loss: 338.6200 - logcount_predictions_loss: 0.7250 379/1913 [====>.........................] - ETA: 4:02 - loss: 341.6682 - logits_profile_predictions_loss: 338.6232 - logcount_predictions_loss: 0.7250 380/1913 [====>.........................] - ETA: 4:02 - loss: 341.6712 - logits_profile_predictions_loss: 338.6264 - logcount_predictions_loss: 0.7250 381/1913 [====>.........................] - ETA: 4:02 - loss: 341.6738 - logits_profile_predictions_loss: 338.6290 - logcount_predictions_loss: 0.7249 382/1913 [====>.........................] - ETA: 4:02 - loss: 341.6763 - 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[============================>.] - ETA: 0s - loss: 343.1403 - logits_profile_predictions_loss: 340.1341 - logcount_predictions_loss: 0.7158 1912/1913 [============================>.] - ETA: 0s - loss: 343.1409 - logits_profile_predictions_loss: 340.1347 - logcount_predictions_loss: 0.7158 1913/1913 [==============================] - ETA: 0s - loss: 343.1414 - logits_profile_predictions_loss: 340.1352 - logcount_predictions_loss: 0.7158 1913/1913 [==============================] - 317s 166ms/step - loss: 343.1419 - logits_profile_predictions_loss: 340.1357 - logcount_predictions_loss: 0.7158 - val_loss: 338.9117 - val_logits_profile_predictions_loss: 336.0302 - val_logcount_predictions_loss: 0.6860 + +Epoch 00011: val_loss did not improve from 333.27310 +Epoch 12/50 + 1/1913 [..............................] - ETA: 7:22 - loss: 334.0067 - logits_profile_predictions_loss: 330.7679 - logcount_predictions_loss: 0.7711 2/1913 [..............................] - ETA: 4:58 - loss: 345.9627 - 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[..............................] - ETA: 4:58 - loss: 343.9019 - logits_profile_predictions_loss: 340.7883 - logcount_predictions_loss: 0.7413 10/1913 [..............................] - ETA: 4:58 - loss: 344.0132 - logits_profile_predictions_loss: 340.9031 - logcount_predictions_loss: 0.7405 11/1913 [..............................] - ETA: 4:58 - loss: 343.6559 - logits_profile_predictions_loss: 340.5539 - logcount_predictions_loss: 0.7386 12/1913 [..............................] - ETA: 4:58 - loss: 342.9635 - logits_profile_predictions_loss: 339.8722 - logcount_predictions_loss: 0.7360 13/1913 [..............................] - ETA: 4:57 - loss: 342.2009 - logits_profile_predictions_loss: 339.1178 - logcount_predictions_loss: 0.7341 14/1913 [..............................] - ETA: 4:57 - loss: 341.4594 - logits_profile_predictions_loss: 338.3810 - logcount_predictions_loss: 0.7330 15/1913 [..............................] - ETA: 4:57 - loss: 340.8386 - logits_profile_predictions_loss: 337.7660 - logcount_predictions_loss: 0.7316 16/1913 [..............................] - ETA: 4:57 - loss: 340.5927 - logits_profile_predictions_loss: 337.5213 - logcount_predictions_loss: 0.7313 17/1913 [..............................] - ETA: 4:57 - loss: 340.2409 - logits_profile_predictions_loss: 337.1712 - logcount_predictions_loss: 0.7309 18/1913 [..............................] - ETA: 4:57 - loss: 339.9858 - logits_profile_predictions_loss: 336.9208 - logcount_predictions_loss: 0.7298 19/1913 [..............................] - ETA: 4:57 - loss: 339.7627 - logits_profile_predictions_loss: 336.7041 - logcount_predictions_loss: 0.7283 20/1913 [..............................] - ETA: 4:57 - loss: 339.5822 - logits_profile_predictions_loss: 336.5307 - logcount_predictions_loss: 0.7266 21/1913 [..............................] - ETA: 4:56 - loss: 339.3971 - logits_profile_predictions_loss: 336.3512 - logcount_predictions_loss: 0.7252 22/1913 [..............................] - ETA: 4:56 - 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29/1913 [..............................] - ETA: 4:55 - loss: 339.3654 - logits_profile_predictions_loss: 336.3450 - logcount_predictions_loss: 0.7192 30/1913 [..............................] - ETA: 4:55 - loss: 339.4318 - logits_profile_predictions_loss: 336.4139 - logcount_predictions_loss: 0.7185 31/1913 [..............................] - ETA: 4:55 - loss: 339.4897 - logits_profile_predictions_loss: 336.4748 - logcount_predictions_loss: 0.7179 32/1913 [..............................] - ETA: 4:55 - loss: 339.5433 - logits_profile_predictions_loss: 336.5311 - logcount_predictions_loss: 0.7172 33/1913 [..............................] - ETA: 4:55 - loss: 339.6414 - logits_profile_predictions_loss: 336.6318 - logcount_predictions_loss: 0.7166 34/1913 [..............................] - ETA: 4:55 - loss: 339.7200 - logits_profile_predictions_loss: 336.7125 - logcount_predictions_loss: 0.7161 35/1913 [..............................] - ETA: 4:55 - loss: 339.8006 - logits_profile_predictions_loss: 336.7940 - logcount_predictions_loss: 0.7159 36/1913 [..............................] - ETA: 4:54 - loss: 339.9106 - logits_profile_predictions_loss: 336.9043 - logcount_predictions_loss: 0.7158 37/1913 [..............................] - ETA: 4:54 - loss: 340.0574 - logits_profile_predictions_loss: 337.0513 - logcount_predictions_loss: 0.7157 38/1913 [..............................] - ETA: 4:54 - loss: 340.1966 - logits_profile_predictions_loss: 337.1907 - logcount_predictions_loss: 0.7157 39/1913 [..............................] - ETA: 4:54 - loss: 340.3327 - logits_profile_predictions_loss: 337.3274 - logcount_predictions_loss: 0.7155 40/1913 [..............................] - ETA: 4:54 - loss: 340.4723 - logits_profile_predictions_loss: 337.4674 - logcount_predictions_loss: 0.7155 41/1913 [..............................] - ETA: 4:54 - loss: 340.5797 - logits_profile_predictions_loss: 337.5753 - logcount_predictions_loss: 0.7153 42/1913 [..............................] - ETA: 4:54 - loss: 340.6686 - logits_profile_predictions_loss: 337.6644 - logcount_predictions_loss: 0.7153 43/1913 [..............................] - ETA: 4:54 - loss: 340.7012 - logits_profile_predictions_loss: 337.6974 - logcount_predictions_loss: 0.7152 44/1913 [..............................] - ETA: 4:53 - loss: 340.7328 - logits_profile_predictions_loss: 337.7296 - logcount_predictions_loss: 0.7151 45/1913 [..............................] - ETA: 4:53 - loss: 340.7396 - logits_profile_predictions_loss: 337.7365 - logcount_predictions_loss: 0.7150 46/1913 [..............................] - ETA: 4:53 - loss: 340.7194 - logits_profile_predictions_loss: 337.7172 - logcount_predictions_loss: 0.7148 47/1913 [..............................] - ETA: 4:53 - loss: 340.7050 - logits_profile_predictions_loss: 337.7032 - logcount_predictions_loss: 0.7147 48/1913 [..............................] - ETA: 4:53 - loss: 340.6876 - logits_profile_predictions_loss: 337.6866 - logcount_predictions_loss: 0.7145 49/1913 [..............................] - ETA: 4:53 - loss: 340.6742 - logits_profile_predictions_loss: 337.6742 - logcount_predictions_loss: 0.7143 50/1913 [..............................] - ETA: 4:52 - loss: 340.6787 - logits_profile_predictions_loss: 337.6798 - logcount_predictions_loss: 0.7140 51/1913 [..............................] - ETA: 4:52 - loss: 340.6632 - logits_profile_predictions_loss: 337.6655 - logcount_predictions_loss: 0.7137 52/1913 [..............................] - ETA: 4:52 - loss: 340.6445 - logits_profile_predictions_loss: 337.6478 - logcount_predictions_loss: 0.7135 53/1913 [..............................] - ETA: 4:52 - loss: 340.6248 - logits_profile_predictions_loss: 337.6290 - logcount_predictions_loss: 0.7133 54/1913 [..............................] - ETA: 4:52 - loss: 340.5877 - logits_profile_predictions_loss: 337.5929 - logcount_predictions_loss: 0.7131 55/1913 [..............................] - ETA: 4:52 - loss: 340.5830 - logits_profile_predictions_loss: 337.5888 - logcount_predictions_loss: 0.7129 56/1913 [..............................] - ETA: 4:52 - loss: 340.5731 - logits_profile_predictions_loss: 337.5796 - logcount_predictions_loss: 0.7127 57/1913 [..............................] - ETA: 4:51 - loss: 340.5642 - logits_profile_predictions_loss: 337.5713 - logcount_predictions_loss: 0.7126 58/1913 [..............................] - ETA: 4:51 - loss: 340.5211 - logits_profile_predictions_loss: 337.5287 - logcount_predictions_loss: 0.7125 59/1913 [..............................] - ETA: 4:51 - loss: 340.4867 - logits_profile_predictions_loss: 337.4950 - logcount_predictions_loss: 0.7123 60/1913 [..............................] - ETA: 4:51 - loss: 340.4525 - logits_profile_predictions_loss: 337.4613 - logcount_predictions_loss: 0.7122 61/1913 [..............................] - ETA: 4:51 - loss: 340.4063 - logits_profile_predictions_loss: 337.4154 - logcount_predictions_loss: 0.7121 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337.0240 - logcount_predictions_loss: 0.7141 82/1913 [>.............................] - ETA: 4:48 - loss: 340.0260 - logits_profile_predictions_loss: 337.0264 - logcount_predictions_loss: 0.7142 83/1913 [>.............................] - ETA: 4:48 - loss: 340.0382 - logits_profile_predictions_loss: 337.0379 - logcount_predictions_loss: 0.7143 84/1913 [>.............................] - ETA: 4:47 - loss: 340.0576 - logits_profile_predictions_loss: 337.0567 - logcount_predictions_loss: 0.7145 85/1913 [>.............................] - ETA: 4:47 - loss: 340.0770 - logits_profile_predictions_loss: 337.0752 - logcount_predictions_loss: 0.7147 86/1913 [>.............................] - ETA: 4:47 - loss: 340.1113 - logits_profile_predictions_loss: 337.1086 - logcount_predictions_loss: 0.7149 87/1913 [>.............................] - ETA: 4:47 - loss: 340.1353 - logits_profile_predictions_loss: 337.1319 - logcount_predictions_loss: 0.7151 88/1913 [>.............................] - ETA: 4:47 - 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[>.............................] - ETA: 4:42 - loss: 340.9466 - logits_profile_predictions_loss: 337.9182 - logcount_predictions_loss: 0.7210 122/1913 [>.............................] - ETA: 4:41 - loss: 340.9557 - logits_profile_predictions_loss: 337.9269 - logcount_predictions_loss: 0.7211 123/1913 [>.............................] - ETA: 4:41 - loss: 340.9617 - logits_profile_predictions_loss: 337.9326 - logcount_predictions_loss: 0.7212 124/1913 [>.............................] - ETA: 4:41 - loss: 340.9711 - logits_profile_predictions_loss: 337.9416 - logcount_predictions_loss: 0.7213 125/1913 [>.............................] - ETA: 4:41 - loss: 340.9777 - logits_profile_predictions_loss: 337.9478 - logcount_predictions_loss: 0.7214 126/1913 [>.............................] - ETA: 4:41 - loss: 340.9840 - logits_profile_predictions_loss: 337.9538 - logcount_predictions_loss: 0.7215 127/1913 [>.............................] - ETA: 4:41 - loss: 340.9920 - 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[==>...........................] - ETA: 4:26 - loss: 340.3972 - logits_profile_predictions_loss: 337.3588 - logcount_predictions_loss: 0.7234 226/1913 [==>...........................] - ETA: 4:26 - loss: 340.3916 - logits_profile_predictions_loss: 337.3534 - logcount_predictions_loss: 0.7234 227/1913 [==>...........................] - ETA: 4:25 - loss: 340.3857 - logits_profile_predictions_loss: 337.3477 - logcount_predictions_loss: 0.7233 228/1913 [==>...........................] - ETA: 4:25 - loss: 340.3797 - logits_profile_predictions_loss: 337.3419 - logcount_predictions_loss: 0.7233 229/1913 [==>...........................] - ETA: 4:25 - loss: 340.3738 - logits_profile_predictions_loss: 337.3362 - logcount_predictions_loss: 0.7232 230/1913 [==>...........................] - ETA: 4:25 - loss: 340.3674 - logits_profile_predictions_loss: 337.3300 - logcount_predictions_loss: 0.7232 231/1913 [==>...........................] - ETA: 4:25 - loss: 340.3608 - 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[==>...........................] - ETA: 4:22 - loss: 340.2921 - logits_profile_predictions_loss: 337.2578 - logcount_predictions_loss: 0.7225 252/1913 [==>...........................] - ETA: 4:22 - loss: 340.2917 - logits_profile_predictions_loss: 337.2574 - logcount_predictions_loss: 0.7224 253/1913 [==>...........................] - ETA: 4:21 - loss: 340.2921 - logits_profile_predictions_loss: 337.2579 - logcount_predictions_loss: 0.7224 254/1913 [==>...........................] - ETA: 4:21 - loss: 340.2916 - logits_profile_predictions_loss: 337.2576 - logcount_predictions_loss: 0.7224 255/1913 [==>...........................] - ETA: 4:21 - loss: 340.2913 - logits_profile_predictions_loss: 337.2573 - logcount_predictions_loss: 0.7224 256/1913 [===>..........................] - ETA: 4:21 - loss: 340.2906 - logits_profile_predictions_loss: 337.2568 - logcount_predictions_loss: 0.7223 257/1913 [===>..........................] - ETA: 4:21 - loss: 340.2905 - 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[===>..........................] - ETA: 4:20 - loss: 340.2867 - logits_profile_predictions_loss: 337.2536 - logcount_predictions_loss: 0.7221 265/1913 [===>..........................] - ETA: 4:20 - loss: 340.2856 - logits_profile_predictions_loss: 337.2526 - logcount_predictions_loss: 0.7221 266/1913 [===>..........................] - ETA: 4:19 - loss: 340.2838 - logits_profile_predictions_loss: 337.2509 - logcount_predictions_loss: 0.7221 267/1913 [===>..........................] - ETA: 4:19 - loss: 340.2812 - logits_profile_predictions_loss: 337.2485 - logcount_predictions_loss: 0.7221 268/1913 [===>..........................] - ETA: 4:19 - loss: 340.2793 - logits_profile_predictions_loss: 337.2467 - logcount_predictions_loss: 0.7220 269/1913 [===>..........................] - ETA: 4:19 - loss: 340.2775 - logits_profile_predictions_loss: 337.2449 - logcount_predictions_loss: 0.7220 270/1913 [===>..........................] - ETA: 4:19 - loss: 340.2761 - 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[===>..........................] - ETA: 4:12 - loss: 340.1256 - logits_profile_predictions_loss: 337.0961 - logcount_predictions_loss: 0.7213 317/1913 [===>..........................] - ETA: 4:11 - loss: 340.1228 - logits_profile_predictions_loss: 337.0933 - logcount_predictions_loss: 0.7213 318/1913 [===>..........................] - ETA: 4:11 - loss: 340.1198 - logits_profile_predictions_loss: 337.0904 - logcount_predictions_loss: 0.7212 319/1913 [====>.........................] - ETA: 4:11 - loss: 340.1178 - logits_profile_predictions_loss: 337.0886 - logcount_predictions_loss: 0.7212 320/1913 [====>.........................] - ETA: 4:11 - loss: 340.1164 - logits_profile_predictions_loss: 337.0873 - logcount_predictions_loss: 0.7212 321/1913 [====>.........................] - ETA: 4:11 - loss: 340.1147 - logits_profile_predictions_loss: 337.0857 - logcount_predictions_loss: 0.7212 322/1913 [====>.........................] - ETA: 4:11 - loss: 340.1132 - 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[====>.........................] - ETA: 4:08 - loss: 340.1173 - logits_profile_predictions_loss: 337.0906 - logcount_predictions_loss: 0.7206 343/1913 [====>.........................] - ETA: 4:07 - loss: 340.1176 - logits_profile_predictions_loss: 337.0910 - logcount_predictions_loss: 0.7206 344/1913 [====>.........................] - ETA: 4:07 - loss: 340.1180 - logits_profile_predictions_loss: 337.0915 - logcount_predictions_loss: 0.7206 345/1913 [====>.........................] - ETA: 4:07 - loss: 340.1185 - logits_profile_predictions_loss: 337.0921 - logcount_predictions_loss: 0.7205 346/1913 [====>.........................] - ETA: 4:07 - loss: 340.1186 - logits_profile_predictions_loss: 337.0923 - logcount_predictions_loss: 0.7205 347/1913 [====>.........................] - ETA: 4:07 - loss: 340.1195 - logits_profile_predictions_loss: 337.0933 - logcount_predictions_loss: 0.7205 348/1913 [====>.........................] - ETA: 4:07 - loss: 340.1199 - 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[====>.........................] - ETA: 4:06 - loss: 340.1220 - logits_profile_predictions_loss: 337.0966 - logcount_predictions_loss: 0.7203 356/1913 [====>.........................] - ETA: 4:05 - loss: 340.1222 - logits_profile_predictions_loss: 337.0969 - logcount_predictions_loss: 0.7203 357/1913 [====>.........................] - ETA: 4:05 - loss: 340.1221 - logits_profile_predictions_loss: 337.0969 - logcount_predictions_loss: 0.7203 358/1913 [====>.........................] - ETA: 4:05 - loss: 340.1218 - logits_profile_predictions_loss: 337.0967 - logcount_predictions_loss: 0.7202 359/1913 [====>.........................] - ETA: 4:05 - loss: 340.1216 - logits_profile_predictions_loss: 337.0966 - logcount_predictions_loss: 0.7202 360/1913 [====>.........................] - ETA: 4:05 - loss: 340.1225 - logits_profile_predictions_loss: 337.0976 - logcount_predictions_loss: 0.7202 361/1913 [====>.........................] - ETA: 4:05 - loss: 340.1230 - 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[=====>........................] - ETA: 3:57 - loss: 340.1312 - logits_profile_predictions_loss: 337.1099 - logcount_predictions_loss: 0.7193 408/1913 [=====>........................] - ETA: 3:57 - loss: 340.1314 - logits_profile_predictions_loss: 337.1101 - logcount_predictions_loss: 0.7193 409/1913 [=====>........................] - ETA: 3:57 - loss: 340.1314 - logits_profile_predictions_loss: 337.1102 - logcount_predictions_loss: 0.7193 410/1913 [=====>........................] - ETA: 3:57 - loss: 340.1310 - logits_profile_predictions_loss: 337.1099 - logcount_predictions_loss: 0.7193 411/1913 [=====>........................] - ETA: 3:57 - loss: 340.1307 - logits_profile_predictions_loss: 337.1096 - logcount_predictions_loss: 0.7193 412/1913 [=====>........................] - ETA: 3:57 - loss: 340.1302 - logits_profile_predictions_loss: 337.1093 - logcount_predictions_loss: 0.7192 413/1913 [=====>........................] - ETA: 3:56 - loss: 340.1298 - 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1903/1913 [============================>.] - ETA: 1s - loss: 341.0979 - logits_profile_predictions_loss: 338.1074 - logcount_predictions_loss: 0.7120 1904/1913 [============================>.] - ETA: 1s - loss: 341.0985 - logits_profile_predictions_loss: 338.1081 - logcount_predictions_loss: 0.7120 1905/1913 [============================>.] - ETA: 1s - loss: 341.0992 - logits_profile_predictions_loss: 338.1087 - logcount_predictions_loss: 0.7120 1906/1913 [============================>.] - ETA: 1s - loss: 341.0998 - logits_profile_predictions_loss: 338.1094 - logcount_predictions_loss: 0.7120 1907/1913 [============================>.] - ETA: 0s - loss: 341.1005 - logits_profile_predictions_loss: 338.1101 - logcount_predictions_loss: 0.7120 1908/1913 [============================>.] - ETA: 0s - loss: 341.1011 - logits_profile_predictions_loss: 338.1107 - logcount_predictions_loss: 0.7120 1909/1913 [============================>.] - ETA: 0s - loss: 341.1017 - logits_profile_predictions_loss: 338.1114 - logcount_predictions_loss: 0.7120 1910/1913 [============================>.] - ETA: 0s - loss: 341.1024 - logits_profile_predictions_loss: 338.1120 - logcount_predictions_loss: 0.7120 1911/1913 [============================>.] - ETA: 0s - loss: 341.1030 - logits_profile_predictions_loss: 338.1126 - logcount_predictions_loss: 0.7120 1912/1913 [============================>.] - ETA: 0s - loss: 341.1036 - logits_profile_predictions_loss: 338.1133 - logcount_predictions_loss: 0.7119 1913/1913 [==============================] - ETA: 0s - loss: 341.1042 - logits_profile_predictions_loss: 338.1139 - logcount_predictions_loss: 0.7119 1913/1913 [==============================] - 318s 166ms/step - loss: 341.1048 - logits_profile_predictions_loss: 338.1145 - logcount_predictions_loss: 0.7119 - val_loss: 341.6354 - val_logits_profile_predictions_loss: 338.7744 - val_logcount_predictions_loss: 0.6812 + +Epoch 00012: val_loss did not improve from 333.27310 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logits_profile_predictions_loss: 260.8288 - logcount_predictions_loss: 0.4885 8/1913 [..............................] - ETA: 5:00 - loss: 268.7810 - logits_profile_predictions_loss: 266.6933 - logcount_predictions_loss: 0.4971 9/1913 [..............................] - ETA: 5:00 - loss: 274.3723 - logits_profile_predictions_loss: 272.2492 - logcount_predictions_loss: 0.5055 10/1913 [..............................] - ETA: 5:00 - loss: 278.6276 - logits_profile_predictions_loss: 276.4597 - logcount_predictions_loss: 0.5162 11/1913 [..............................] - ETA: 5:00 - loss: 282.3444 - logits_profile_predictions_loss: 280.1348 - logcount_predictions_loss: 0.5261 12/1913 [..............................] - ETA: 5:00 - loss: 285.3497 - logits_profile_predictions_loss: 283.1111 - logcount_predictions_loss: 0.5330 13/1913 [..............................] - ETA: 4:59 - loss: 287.6623 - logits_profile_predictions_loss: 285.3968 - logcount_predictions_loss: 0.5394 14/1913 [..............................] - ETA: 4:59 - loss: 289.7528 - logits_profile_predictions_loss: 287.4538 - logcount_predictions_loss: 0.5474 15/1913 [..............................] - ETA: 4:59 - loss: 291.9328 - logits_profile_predictions_loss: 289.6062 - logcount_predictions_loss: 0.5539 16/1913 [..............................] - ETA: 4:59 - loss: 293.7693 - logits_profile_predictions_loss: 291.4170 - logcount_predictions_loss: 0.5601 17/1913 [..............................] - ETA: 4:59 - loss: 295.6639 - logits_profile_predictions_loss: 293.2834 - logcount_predictions_loss: 0.5668 18/1913 [..............................] - ETA: 4:59 - loss: 297.3495 - logits_profile_predictions_loss: 294.9425 - logcount_predictions_loss: 0.5731 19/1913 [..............................] - ETA: 4:59 - loss: 298.8309 - logits_profile_predictions_loss: 296.3966 - logcount_predictions_loss: 0.5796 20/1913 [..............................] - ETA: 4:59 - loss: 300.3702 - logits_profile_predictions_loss: 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loss: 308.7885 - logits_profile_predictions_loss: 306.2273 - logcount_predictions_loss: 0.6098 28/1913 [..............................] - ETA: 4:58 - loss: 309.6920 - logits_profile_predictions_loss: 307.1207 - logcount_predictions_loss: 0.6122 29/1913 [..............................] - ETA: 4:57 - loss: 310.6400 - logits_profile_predictions_loss: 308.0587 - logcount_predictions_loss: 0.6146 30/1913 [..............................] - ETA: 4:57 - loss: 311.5439 - logits_profile_predictions_loss: 308.9531 - logcount_predictions_loss: 0.6168 31/1913 [..............................] - ETA: 4:57 - loss: 312.3117 - logits_profile_predictions_loss: 309.7113 - logcount_predictions_loss: 0.6191 32/1913 [..............................] - ETA: 4:57 - loss: 313.0658 - logits_profile_predictions_loss: 310.4565 - logcount_predictions_loss: 0.6213 33/1913 [..............................] - ETA: 4:57 - loss: 313.7548 - logits_profile_predictions_loss: 311.1376 - logcount_predictions_loss: 0.6232 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0.6808 6/1913 [..............................] - ETA: 5:06 - loss: 331.0339 - logits_profile_predictions_loss: 328.1717 - logcount_predictions_loss: 0.6815 7/1913 [..............................] - ETA: 5:05 - loss: 333.5513 - logits_profile_predictions_loss: 330.6983 - logcount_predictions_loss: 0.6793 8/1913 [..............................] - ETA: 5:04 - loss: 334.8079 - logits_profile_predictions_loss: 331.9734 - logcount_predictions_loss: 0.6749 9/1913 [..............................] - ETA: 5:04 - loss: 334.9938 - logits_profile_predictions_loss: 332.1615 - logcount_predictions_loss: 0.6744 10/1913 [..............................] - ETA: 5:03 - loss: 334.8413 - logits_profile_predictions_loss: 332.0140 - logcount_predictions_loss: 0.6732 11/1913 [..............................] - ETA: 5:03 - loss: 334.4131 - logits_profile_predictions_loss: 331.5977 - logcount_predictions_loss: 0.6703 12/1913 [..............................] - ETA: 5:02 - loss: 334.8135 - 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[..............................] - ETA: 4:55 - loss: 333.5153 - logits_profile_predictions_loss: 330.8036 - logcount_predictions_loss: 0.6456 53/1913 [..............................] - ETA: 4:55 - loss: 333.4693 - logits_profile_predictions_loss: 330.7595 - logcount_predictions_loss: 0.6452 54/1913 [..............................] - ETA: 4:54 - loss: 333.4239 - logits_profile_predictions_loss: 330.7155 - logcount_predictions_loss: 0.6449 55/1913 [..............................] - ETA: 4:54 - loss: 333.4014 - logits_profile_predictions_loss: 330.6939 - logcount_predictions_loss: 0.6447 56/1913 [..............................] - ETA: 4:54 - loss: 333.3925 - logits_profile_predictions_loss: 330.6857 - logcount_predictions_loss: 0.6445 57/1913 [..............................] - ETA: 4:54 - loss: 333.4031 - logits_profile_predictions_loss: 330.6971 - logcount_predictions_loss: 0.6443 58/1913 [..............................] - ETA: 4:54 - loss: 333.4056 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 329.6363 - logcount_predictions_loss: 0.6342 320/1913 [====>.........................] - ETA: 4:12 - loss: 332.2926 - logits_profile_predictions_loss: 329.6290 - logcount_predictions_loss: 0.6342 321/1913 [====>.........................] - ETA: 4:12 - loss: 332.2850 - logits_profile_predictions_loss: 329.6214 - logcount_predictions_loss: 0.6342 322/1913 [====>.........................] - ETA: 4:12 - loss: 332.2772 - logits_profile_predictions_loss: 329.6136 - logcount_predictions_loss: 0.6342 323/1913 [====>.........................] - ETA: 4:12 - loss: 332.2699 - logits_profile_predictions_loss: 329.6063 - logcount_predictions_loss: 0.6342 324/1913 [====>.........................] - ETA: 4:12 - loss: 332.2626 - logits_profile_predictions_loss: 329.5991 - logcount_predictions_loss: 0.6342 325/1913 [====>.........................] - ETA: 4:12 - loss: 332.2549 - logits_profile_predictions_loss: 329.5913 - logcount_predictions_loss: 0.6342 326/1913 [====>.........................] - ETA: 4:11 - loss: 332.2464 - logits_profile_predictions_loss: 329.5829 - logcount_predictions_loss: 0.6342 327/1913 [====>.........................] - ETA: 4:11 - loss: 332.2373 - logits_profile_predictions_loss: 329.5739 - logcount_predictions_loss: 0.6341 328/1913 [====>.........................] - ETA: 4:11 - loss: 332.2284 - logits_profile_predictions_loss: 329.5650 - logcount_predictions_loss: 0.6341 329/1913 [====>.........................] - ETA: 4:11 - loss: 332.2199 - logits_profile_predictions_loss: 329.5565 - logcount_predictions_loss: 0.6341 330/1913 [====>.........................] - ETA: 4:11 - loss: 332.2114 - logits_profile_predictions_loss: 329.5481 - logcount_predictions_loss: 0.6341 331/1913 [====>.........................] - ETA: 4:11 - loss: 332.2035 - logits_profile_predictions_loss: 329.5403 - logcount_predictions_loss: 0.6341 332/1913 [====>.........................] - ETA: 4:10 - loss: 332.1961 - 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[====>.........................] - ETA: 4:09 - loss: 332.1381 - logits_profile_predictions_loss: 329.4753 - logcount_predictions_loss: 0.6340 340/1913 [====>.........................] - ETA: 4:09 - loss: 332.1293 - logits_profile_predictions_loss: 329.4665 - logcount_predictions_loss: 0.6340 341/1913 [====>.........................] - ETA: 4:09 - loss: 332.1206 - logits_profile_predictions_loss: 329.4579 - logcount_predictions_loss: 0.6340 342/1913 [====>.........................] - ETA: 4:09 - loss: 332.1119 - logits_profile_predictions_loss: 329.4492 - logcount_predictions_loss: 0.6340 343/1913 [====>.........................] - ETA: 4:09 - loss: 332.1033 - logits_profile_predictions_loss: 329.4407 - logcount_predictions_loss: 0.6339 344/1913 [====>.........................] - ETA: 4:09 - loss: 332.0945 - logits_profile_predictions_loss: 329.4319 - logcount_predictions_loss: 0.6339 345/1913 [====>.........................] - ETA: 4:08 - loss: 332.0856 - logits_profile_predictions_loss: 329.4230 - logcount_predictions_loss: 0.6339 346/1913 [====>.........................] - ETA: 4:08 - loss: 332.0767 - logits_profile_predictions_loss: 329.4143 - logcount_predictions_loss: 0.6339 347/1913 [====>.........................] - ETA: 4:08 - loss: 332.0675 - logits_profile_predictions_loss: 329.4051 - logcount_predictions_loss: 0.6339 348/1913 [====>.........................] - ETA: 4:08 - loss: 332.0580 - logits_profile_predictions_loss: 329.3956 - logcount_predictions_loss: 0.6339 349/1913 [====>.........................] - ETA: 4:08 - loss: 332.0487 - logits_profile_predictions_loss: 329.3864 - logcount_predictions_loss: 0.6339 350/1913 [====>.........................] - ETA: 4:08 - loss: 332.0398 - logits_profile_predictions_loss: 329.3775 - logcount_predictions_loss: 0.6339 351/1913 [====>.........................] - ETA: 4:07 - loss: 332.0304 - logits_profile_predictions_loss: 329.3682 - logcount_predictions_loss: 0.6339 352/1913 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loss: 330.1589 - logits_profile_predictions_loss: 327.5234 - logcount_predictions_loss: 0.6275 1894/1913 [============================>.] - ETA: 3s - loss: 330.1584 - logits_profile_predictions_loss: 327.5228 - logcount_predictions_loss: 0.6275 1895/1913 [============================>.] - ETA: 2s - loss: 330.1578 - logits_profile_predictions_loss: 327.5223 - logcount_predictions_loss: 0.6275 1896/1913 [============================>.] - ETA: 2s - loss: 330.1573 - logits_profile_predictions_loss: 327.5217 - logcount_predictions_loss: 0.6275 1897/1913 [============================>.] - ETA: 2s - loss: 330.1567 - logits_profile_predictions_loss: 327.5212 - logcount_predictions_loss: 0.6275 1898/1913 [============================>.] - ETA: 2s - loss: 330.1562 - logits_profile_predictions_loss: 327.5206 - logcount_predictions_loss: 0.6275 1899/1913 [============================>.] - ETA: 2s - loss: 330.1556 - logits_profile_predictions_loss: 327.5201 - logcount_predictions_loss: 0.6275 1900/1913 [============================>.] - ETA: 2s - loss: 330.1550 - logits_profile_predictions_loss: 327.5195 - logcount_predictions_loss: 0.6275 1901/1913 [============================>.] - ETA: 1s - loss: 330.1544 - logits_profile_predictions_loss: 327.5189 - logcount_predictions_loss: 0.6275 1902/1913 [============================>.] - ETA: 1s - loss: 330.1539 - logits_profile_predictions_loss: 327.5184 - logcount_predictions_loss: 0.6275 1903/1913 [============================>.] - ETA: 1s - loss: 330.1533 - logits_profile_predictions_loss: 327.5178 - logcount_predictions_loss: 0.6275 1904/1913 [============================>.] - ETA: 1s - loss: 330.1528 - logits_profile_predictions_loss: 327.5172 - logcount_predictions_loss: 0.6275 1905/1913 [============================>.] - ETA: 1s - loss: 330.1522 - logits_profile_predictions_loss: 327.5167 - logcount_predictions_loss: 0.6275 1906/1913 [============================>.] - ETA: 1s - loss: 330.1517 - logits_profile_predictions_loss: 327.5162 - logcount_predictions_loss: 0.6275 1907/1913 [============================>.] - ETA: 0s - loss: 330.1511 - logits_profile_predictions_loss: 327.5156 - logcount_predictions_loss: 0.6275 1908/1913 [============================>.] - ETA: 0s - loss: 330.1506 - logits_profile_predictions_loss: 327.5151 - logcount_predictions_loss: 0.6275 1909/1913 [============================>.] - ETA: 0s - loss: 330.1500 - logits_profile_predictions_loss: 327.5145 - logcount_predictions_loss: 0.6275 1910/1913 [============================>.] - ETA: 0s - loss: 330.1495 - logits_profile_predictions_loss: 327.5140 - logcount_predictions_loss: 0.6275 1911/1913 [============================>.] - ETA: 0s - loss: 330.1489 - logits_profile_predictions_loss: 327.5134 - logcount_predictions_loss: 0.6275 1912/1913 [============================>.] - ETA: 0s - loss: 330.1484 - logits_profile_predictions_loss: 327.5129 - logcount_predictions_loss: 0.6275 1913/1913 [==============================] - ETA: 0s - loss: 330.1478 - logits_profile_predictions_loss: 327.5123 - logcount_predictions_loss: 0.6275 1913/1913 [==============================] - 319s 167ms/step - loss: 330.1473 - logits_profile_predictions_loss: 327.5118 - logcount_predictions_loss: 0.6275 - val_loss: 337.0767 - val_logits_profile_predictions_loss: 334.3859 - val_logcount_predictions_loss: 0.6406 + +Epoch 00014: val_loss did not improve from 333.27310 +Restoring model weights from the end of the best epoch. +Epoch 00014: early stopping +save model +save model without bias +2023-01-18_22-07-13: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR930USX//preprocessing/bigWigs/ENCSR930USX.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(32390, 10) +loading nonpeaks... +got split:test for bed regions:(35983, 10) +0/268 +100/268 +200/268 +2023-01-18_22-10-34: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR930USX//preprocessing/bigWigs/ENCSR930USX.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(32390, 10) +loading nonpeaks... +got split:test for bed regions:(35983, 10) +0/268 +100/268 +200/268 +2023-01-18_22-13-40: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR930USX//preprocessing/bigWigs/ENCSR930USX.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(32390, 10) +loading nonpeaks... +got split:test for bed regions:(35983, 10) +0/268 +100/268 +200/268 +2023-01-18_22-15-49: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//footprints +2023-01-18_22-15-49: 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/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//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 + 1/29 [>.............................] - ETA: 3:18 3/29 [==>...........................] - ETA: 9s  4/29 [===>..........................] - ETA: 11s 5/29 [====>.........................] - ETA: 12s 6/29 [=====>........................] - ETA: 12s 7/29 [======>.......................] - ETA: 12s 8/29 [=======>......................] - ETA: 12s 9/29 [========>.....................] - ETA: 12s 10/29 [=========>....................] - ETA: 11s 11/29 [==========>...................] - ETA: 11s 12/29 [===========>..................] - ETA: 10s 13/29 [============>.................] - ETA: 10s 14/29 [=============>................] - ETA: 9s  15/29 [==============>...............] - ETA: 8s 16/29 [===============>..............] - ETA: 8s 17/29 [================>.............] - ETA: 7s 18/29 [=================>............] - ETA: 7s 19/29 [==================>...........] - ETA: 6s 20/29 [===================>..........] - ETA: 5s 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motif: dnase_2 +TGTACTTACGAA + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 18s 3/29 [==>...........................] - ETA: 18s 4/29 [===>..........................] - ETA: 17s 5/29 [====>.........................] - ETA: 16s 6/29 [=====>........................] - ETA: 15s 7/29 [======>.......................] - ETA: 15s 8/29 [=======>......................] - ETA: 14s 9/29 [========>.....................] - ETA: 13s 10/29 [=========>....................] - ETA: 13s 11/29 [==========>...................] - ETA: 12s 12/29 [===========>..................] - ETA: 11s 13/29 [============>.................] - ETA: 11s 14/29 [=============>................] - ETA: 10s 15/29 [==============>...............] - ETA: 9s  16/29 [===============>..............] - ETA: 9s 17/29 [================>.............] - ETA: 8s 18/29 [=================>............] - ETA: 7s 19/29 [==================>...........] - ETA: 6s 20/29 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[==============================] - 20s 700ms/step +Saving marginal footprints +2023-01-18_22-17-33: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//footprints +2023-01-18_22-17-33: 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/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR930USX//chrombppnet_model_encsr283tme_bias_fold_4//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 + 1/29 [>.............................] - ETA: 1:31 3/29 [==>...........................] - ETA: 0s  4/29 [===>..........................] - ETA: 1s 5/29 [====>.........................] - ETA: 1s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 0s 12/29 [===========>..................] - ETA: 0s 13/29 [============>.................] - ETA: 0s 14/29 [=============>................] - ETA: 0s 15/29 [==============>...............] - ETA: 0s 16/29 [===============>..............] - ETA: 0s 17/29 [================>.............] - ETA: 0s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 5s 60ms/step + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 1s 3/29 [==>...........................] - ETA: 1s 4/29 [===>..........................] - ETA: 1s 5/29 [====>.........................] - ETA: 1s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 0s 13/29 [============>.................] - ETA: 0s 14/29 [=============>................] - ETA: 0s 15/29 [==============>...............] - ETA: 0s 16/29 [===============>..............] - ETA: 0s 17/29 [================>.............] - ETA: 0s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 57ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 1s 3/29 [==>...........................] - ETA: 1s 4/29 [===>..........................] - ETA: 1s 5/29 [====>.........................] - ETA: 1s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 0s 13/29 [============>.................] - ETA: 0s 14/29 [=============>................] - ETA: 0s 15/29 [==============>...............] - ETA: 0s 16/29 [===============>..............] - ETA: 0s 17/29 [================>.............] - ETA: 0s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 57ms/step + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 1s 3/29 [==>...........................] - ETA: 1s 4/29 [===>..........................] - ETA: 1s 5/29 [====>.........................] - ETA: 1s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 0s 13/29 [============>.................] - ETA: 0s 14/29 [=============>................] - ETA: 0s 15/29 [==============>...............] - ETA: 0s 16/29 [===============>..............] - ETA: 0s 17/29 [================>.............] - ETA: 0s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 58ms/step +Saving marginal footprints