diff --git "a/fold_0/logs.models.fold_0.ENCSR926GDT/logfile.modelling.fold_0.ENCSR926GDT.stdout.txt" "b/fold_0/logs.models.fold_0.ENCSR926GDT/logfile.modelling.fold_0.ENCSR926GDT.stdout.txt" new file mode 100644--- /dev/null +++ "b/fold_0/logs.models.fold_0.ENCSR926GDT/logfile.modelling.fold_0.ENCSR926GDT.stdout.txt" @@ -0,0 +1,492 @@ +ATAC-seq +ATAC_PE +Fri Mar 25 20:12:36 2022 ++-----------------------------------------------------------------------------+ +| NVIDIA-SMI 510.47.03 Driver Version: 510.47.03 CUDA Version: 11.6 | +|-------------------------------+----------------------+----------------------+ +| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|===============================+======================+======================| +| 0 NVIDIA A100-PCI... On | 00000000:C6:00.0 Off | 0 | +| N/A 30C P0 33W / 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 +2022-03-25_20-12-37: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//preprocessing/bigWigs/ENCSR926GDT.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/k562_atac_bias_new.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15/ +evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] +Number of peaks input: 136301 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 136301 +Number of peaks input: 37626 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 37626 +Number of non peaks input: 136301 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 136301 +Number of non peaks input: 37625 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 37625 +Number of peaks after removing outliers: 134801 +Number of nonpeaks after removing outliers: 119866 +got the model +Model: "functional_1" +__________________________________________________________________________________________________ +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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3632/3746 [============================>.] - ETA: 0s 3642/3746 [============================>.] - ETA: 0s 3653/3746 [============================>.] - ETA: 0s 3664/3746 [============================>.] - ETA: 0s 3675/3746 [============================>.] - ETA: 0s 3686/3746 [============================>.] - ETA: 0s 3697/3746 [============================>.] - ETA: 0s 3708/3746 [============================>.] - ETA: 0s 3719/3746 [============================>.] - ETA: 0s 3730/3746 [============================>.] - ETA: 0s 3741/3746 [============================>.] - ETA: 0s 3746/3746 [==============================] - ETA: 0s 3746/3746 [==============================] - 26s 5ms/step +2022-03-25_20-16-42: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//preprocessing/bigWigs/ENCSR926GDT.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --batch_size=64 \ + --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '14.7', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(122095, 10) +loading nonpeaks... +got split:train for bed regions:(108295, 10) +loading peaks... +got split:valid for bed regions:(12706, 10) +loading nonpeaks... +got split:valid for bed regions:(11571, 10) +Epoch 1/50 + 1/2099 [..............................] - ETA: 3:53:49 - loss: 497.9224 - logits_profile_predictions_loss: 455.0063 - logcount_predictions_loss: 2.9195 2/2099 [..............................] - ETA: 5:36 - loss: 730.5738 - logits_profile_predictions_loss: 448.8694 - logcount_predictions_loss: 19.1636  3/2099 [..............................] - ETA: 5:37 - loss: 748.1150 - logits_profile_predictions_loss: 440.8441 - logcount_predictions_loss: 20.9028 4/2099 [..............................] - ETA: 5:35 - loss: 741.7611 - logits_profile_predictions_loss: 440.9647 - logcount_predictions_loss: 20.4623 5/2099 [..............................] - ETA: 5:35 - loss: 724.1596 - logits_profile_predictions_loss: 437.3646 - logcount_predictions_loss: 19.5099 6/2099 [..............................] - ETA: 5:34 - loss: 708.1307 - logits_profile_predictions_loss: 435.7979 - logcount_predictions_loss: 18.5260 7/2099 [..............................] - ETA: 5:33 - loss: 694.0970 - logits_profile_predictions_loss: 435.2766 - logcount_predictions_loss: 17.6068 8/2099 [..............................] - ETA: 5:33 - loss: 681.9311 - logits_profile_predictions_loss: 435.3290 - logcount_predictions_loss: 16.7757 9/2099 [..............................] - ETA: 5:32 - loss: 671.1360 - logits_profile_predictions_loss: 435.5101 - logcount_predictions_loss: 16.0290 10/2099 [..............................] - ETA: 5:32 - loss: 660.5474 - logits_profile_predictions_loss: 434.8607 - logcount_predictions_loss: 15.3528 11/2099 [..............................] - ETA: 5:31 - loss: 651.2416 - logits_profile_predictions_loss: 434.4680 - logcount_predictions_loss: 14.7465 12/2099 [..............................] - ETA: 5:31 - loss: 642.8012 - logits_profile_predictions_loss: 434.0685 - logcount_predictions_loss: 14.1995 13/2099 [..............................] - ETA: 5:31 - loss: 635.1711 - logits_profile_predictions_loss: 433.7411 - logcount_predictions_loss: 13.7027 14/2099 [..............................] - ETA: 5:30 - loss: 628.0158 - logits_profile_predictions_loss: 433.2688 - logcount_predictions_loss: 13.2481 15/2099 [..............................] - ETA: 5:30 - loss: 621.5287 - logits_profile_predictions_loss: 432.8774 - logcount_predictions_loss: 12.8334 16/2099 [..............................] - ETA: 5:30 - loss: 615.5927 - logits_profile_predictions_loss: 432.5136 - logcount_predictions_loss: 12.4544 17/2099 [..............................] - ETA: 5:29 - loss: 610.1182 - logits_profile_predictions_loss: 432.1696 - logcount_predictions_loss: 12.1053 18/2099 [..............................] - ETA: 5:29 - loss: 605.0273 - logits_profile_predictions_loss: 431.8304 - logcount_predictions_loss: 11.7821 19/2099 [..............................] - ETA: 5:29 - loss: 600.2063 - logits_profile_predictions_loss: 431.4239 - logcount_predictions_loss: 11.4818 20/2099 [..............................] - ETA: 5:29 - loss: 595.6587 - logits_profile_predictions_loss: 430.9799 - logcount_predictions_loss: 11.2026 21/2099 [..............................] - ETA: 5:28 - loss: 591.4438 - logits_profile_predictions_loss: 430.5806 - logcount_predictions_loss: 10.9431 22/2099 [..............................] - ETA: 5:28 - loss: 587.7693 - logits_profile_predictions_loss: 430.4381 - logcount_predictions_loss: 10.7028 23/2099 [..............................] - ETA: 5:28 - loss: 584.4618 - logits_profile_predictions_loss: 430.4182 - logcount_predictions_loss: 10.4792 24/2099 [..............................] - ETA: 5:28 - loss: 581.5526 - logits_profile_predictions_loss: 430.5650 - logcount_predictions_loss: 10.2713 25/2099 [..............................] - ETA: 5:27 - loss: 578.7387 - logits_profile_predictions_loss: 430.6333 - logcount_predictions_loss: 10.0752 26/2099 [..............................] - ETA: 5:27 - loss: 576.0826 - logits_profile_predictions_loss: 430.6979 - logcount_predictions_loss: 9.8901  27/2099 [..............................] - ETA: 5:27 - loss: 573.5675 - logits_profile_predictions_loss: 430.7542 - logcount_predictions_loss: 9.7152 28/2099 [..............................] - ETA: 5:27 - loss: 571.1246 - logits_profile_predictions_loss: 430.7515 - logcount_predictions_loss: 9.5492 29/2099 [..............................] - ETA: 5:27 - loss: 568.8239 - logits_profile_predictions_loss: 430.7589 - logcount_predictions_loss: 9.3922 30/2099 [..............................] - ETA: 5:26 - loss: 566.7347 - logits_profile_predictions_loss: 430.8498 - logcount_predictions_loss: 9.2439 31/2099 [..............................] - ETA: 5:26 - loss: 564.7604 - logits_profile_predictions_loss: 430.9440 - logcount_predictions_loss: 9.1032 32/2099 [..............................] - ETA: 5:26 - loss: 562.8037 - logits_profile_predictions_loss: 430.9664 - logcount_predictions_loss: 8.9685 33/2099 [..............................] - ETA: 5:26 - loss: 560.9174 - logits_profile_predictions_loss: 430.9706 - logcount_predictions_loss: 8.8399 34/2099 [..............................] - ETA: 5:26 - loss: 559.1014 - logits_profile_predictions_loss: 430.9613 - logcount_predictions_loss: 8.7170 35/2099 [..............................] - ETA: 5:25 - loss: 557.3907 - logits_profile_predictions_loss: 430.9743 - logcount_predictions_loss: 8.5998 36/2099 [..............................] - ETA: 5:25 - loss: 555.7114 - logits_profile_predictions_loss: 430.9490 - logcount_predictions_loss: 8.4872 37/2099 [..............................] - ETA: 5:25 - loss: 554.0961 - logits_profile_predictions_loss: 430.9192 - logcount_predictions_loss: 8.3794 38/2099 [..............................] - ETA: 5:25 - loss: 552.5789 - logits_profile_predictions_loss: 430.9205 - logcount_predictions_loss: 8.2761 39/2099 [..............................] - ETA: 5:25 - loss: 551.0663 - logits_profile_predictions_loss: 430.8714 - logcount_predictions_loss: 8.1765 40/2099 [..............................] - ETA: 5:24 - loss: 549.5608 - logits_profile_predictions_loss: 430.7781 - logcount_predictions_loss: 8.0805 41/2099 [..............................] - ETA: 5:24 - loss: 548.0707 - logits_profile_predictions_loss: 430.6515 - logcount_predictions_loss: 7.9877 42/2099 [..............................] - ETA: 5:24 - loss: 546.6152 - logits_profile_predictions_loss: 430.5106 - logcount_predictions_loss: 7.8983 43/2099 [..............................] - ETA: 5:24 - loss: 545.2094 - logits_profile_predictions_loss: 430.3731 - logcount_predictions_loss: 7.8120 44/2099 [..............................] - ETA: 5:24 - loss: 543.8513 - logits_profile_predictions_loss: 430.2367 - logcount_predictions_loss: 7.7289 45/2099 [..............................] - ETA: 5:23 - loss: 542.5408 - logits_profile_predictions_loss: 430.1037 - logcount_predictions_loss: 7.6488 46/2099 [..............................] - ETA: 5:23 - loss: 541.2795 - logits_profile_predictions_loss: 429.9776 - logcount_predictions_loss: 7.5716 47/2099 [..............................] - ETA: 5:23 - loss: 540.0716 - logits_profile_predictions_loss: 429.8650 - logcount_predictions_loss: 7.4970 48/2099 [..............................] - ETA: 5:23 - loss: 538.9215 - logits_profile_predictions_loss: 429.7706 - logcount_predictions_loss: 7.4252 49/2099 [..............................] - ETA: 5:23 - loss: 537.8433 - logits_profile_predictions_loss: 429.7088 - logcount_predictions_loss: 7.3561 50/2099 [..............................] - ETA: 5:23 - loss: 536.7797 - logits_profile_predictions_loss: 429.6308 - logcount_predictions_loss: 7.2890 51/2099 [..............................] - ETA: 5:22 - loss: 535.7657 - logits_profile_predictions_loss: 429.5677 - logcount_predictions_loss: 7.2243 52/2099 [..............................] - ETA: 5:22 - loss: 534.7790 - logits_profile_predictions_loss: 429.5029 - logcount_predictions_loss: 7.1616 53/2099 [..............................] - ETA: 5:22 - loss: 533.8186 - logits_profile_predictions_loss: 429.4371 - logcount_predictions_loss: 7.1008 54/2099 [..............................] - ETA: 5:22 - loss: 532.9040 - logits_profile_predictions_loss: 429.3887 - logcount_predictions_loss: 7.0419 55/2099 [..............................] - ETA: 5:22 - loss: 532.0287 - logits_profile_predictions_loss: 429.3514 - logcount_predictions_loss: 6.9849 56/2099 [..............................] - ETA: 5:22 - loss: 531.1578 - logits_profile_predictions_loss: 429.2972 - logcount_predictions_loss: 6.9293 57/2099 [..............................] - ETA: 5:21 - loss: 530.3109 - logits_profile_predictions_loss: 429.2438 - logcount_predictions_loss: 6.8753 58/2099 [..............................] - ETA: 5:21 - loss: 529.4974 - logits_profile_predictions_loss: 429.1999 - logcount_predictions_loss: 6.8230 59/2099 [..............................] - ETA: 5:21 - loss: 528.6864 - logits_profile_predictions_loss: 429.1398 - logcount_predictions_loss: 6.7719 60/2099 [..............................] - ETA: 5:21 - loss: 527.9076 - logits_profile_predictions_loss: 429.0897 - logcount_predictions_loss: 6.7223 61/2099 [..............................] - ETA: 5:21 - loss: 527.1322 - logits_profile_predictions_loss: 429.0254 - logcount_predictions_loss: 6.6739 62/2099 [..............................] - ETA: 5:21 - loss: 526.3706 - logits_profile_predictions_loss: 428.9563 - logcount_predictions_loss: 6.6268 63/2099 [..............................] - ETA: 5:20 - loss: 525.6498 - logits_profile_predictions_loss: 428.9065 - logcount_predictions_loss: 6.5812 64/2099 [..............................] - ETA: 5:20 - loss: 524.9384 - logits_profile_predictions_loss: 428.8504 - logcount_predictions_loss: 6.5366 65/2099 [..............................] - ETA: 5:20 - loss: 524.2512 - logits_profile_predictions_loss: 428.8008 - logcount_predictions_loss: 6.4932 66/2099 [..............................] - ETA: 5:20 - loss: 523.5722 - logits_profile_predictions_loss: 428.7447 - logcount_predictions_loss: 6.4509 67/2099 [..............................] - ETA: 5:20 - loss: 522.9032 - logits_profile_predictions_loss: 428.6837 - logcount_predictions_loss: 6.4095 68/2099 [..............................] - ETA: 5:20 - loss: 522.2378 - logits_profile_predictions_loss: 428.6129 - logcount_predictions_loss: 6.3690 69/2099 [..............................] - ETA: 5:20 - loss: 521.5949 - logits_profile_predictions_loss: 428.5491 - logcount_predictions_loss: 6.3296 70/2099 [>.............................] - ETA: 5:19 - loss: 520.9613 - logits_profile_predictions_loss: 428.4813 - logcount_predictions_loss: 6.2912 71/2099 [>.............................] - ETA: 5:19 - loss: 520.3651 - logits_profile_predictions_loss: 428.4352 - logcount_predictions_loss: 6.2537 72/2099 [>.............................] - ETA: 5:19 - loss: 519.7807 - logits_profile_predictions_loss: 428.3883 - logcount_predictions_loss: 6.2172 73/2099 [>.............................] - ETA: 5:19 - loss: 519.2150 - logits_profile_predictions_loss: 428.3469 - logcount_predictions_loss: 6.1815 74/2099 [>.............................] - ETA: 5:19 - loss: 518.6549 - logits_profile_predictions_loss: 428.2996 - logcount_predictions_loss: 6.1466 75/2099 [>.............................] - ETA: 5:19 - loss: 518.1119 - logits_profile_predictions_loss: 428.2574 - logcount_predictions_loss: 6.1125 76/2099 [>.............................] - ETA: 5:18 - loss: 517.5728 - logits_profile_predictions_loss: 428.2091 - logcount_predictions_loss: 6.0792 77/2099 [>.............................] - ETA: 5:18 - loss: 517.0519 - logits_profile_predictions_loss: 428.1674 - logcount_predictions_loss: 6.0466 78/2099 [>.............................] - ETA: 5:18 - loss: 516.5377 - logits_profile_predictions_loss: 428.1224 - logcount_predictions_loss: 6.0146 79/2099 [>.............................] - ETA: 5:18 - loss: 516.0485 - logits_profile_predictions_loss: 428.0902 - logcount_predictions_loss: 5.9836 80/2099 [>.............................] - ETA: 5:18 - loss: 515.5636 - logits_profile_predictions_loss: 428.0532 - logcount_predictions_loss: 5.9531 81/2099 [>.............................] - ETA: 5:18 - loss: 515.0751 - logits_profile_predictions_loss: 428.0050 - logcount_predictions_loss: 5.9231 82/2099 [>.............................] - ETA: 5:17 - loss: 514.5936 - logits_profile_predictions_loss: 427.9548 - logcount_predictions_loss: 5.8938 83/2099 [>.............................] - ETA: 5:17 - loss: 514.1208 - logits_profile_predictions_loss: 427.9047 - logcount_predictions_loss: 5.8650 84/2099 [>.............................] - ETA: 5:17 - loss: 513.6526 - logits_profile_predictions_loss: 427.8512 - logcount_predictions_loss: 5.8368 85/2099 [>.............................] - ETA: 5:17 - loss: 513.1933 - logits_profile_predictions_loss: 427.7980 - logcount_predictions_loss: 5.8092 86/2099 [>.............................] - ETA: 5:17 - loss: 512.7386 - logits_profile_predictions_loss: 427.7424 - logcount_predictions_loss: 5.7821 87/2099 [>.............................] - ETA: 5:17 - loss: 512.2872 - logits_profile_predictions_loss: 427.6828 - logcount_predictions_loss: 5.7554 88/2099 [>.............................] - ETA: 5:17 - loss: 511.8416 - logits_profile_predictions_loss: 427.6217 - logcount_predictions_loss: 5.7292 89/2099 [>.............................] - ETA: 5:16 - loss: 511.4069 - logits_profile_predictions_loss: 427.5638 - logcount_predictions_loss: 5.7036 90/2099 [>.............................] - ETA: 5:16 - loss: 510.9795 - logits_profile_predictions_loss: 427.5060 - logcount_predictions_loss: 5.6785 91/2099 [>.............................] - ETA: 5:16 - loss: 510.5622 - logits_profile_predictions_loss: 427.4511 - logcount_predictions_loss: 5.6538 92/2099 [>.............................] - ETA: 5:16 - loss: 510.1497 - logits_profile_predictions_loss: 427.3949 - logcount_predictions_loss: 5.6296 93/2099 [>.............................] - ETA: 5:16 - loss: 509.7426 - logits_profile_predictions_loss: 427.3374 - logcount_predictions_loss: 5.6058 94/2099 [>.............................] - ETA: 5:16 - loss: 509.3321 - logits_profile_predictions_loss: 427.2714 - logcount_predictions_loss: 5.5824 95/2099 [>.............................] - ETA: 5:15 - loss: 508.9281 - logits_profile_predictions_loss: 427.2059 - logcount_predictions_loss: 5.5593 96/2099 [>.............................] - ETA: 5:15 - loss: 508.5297 - logits_profile_predictions_loss: 427.1403 - logcount_predictions_loss: 5.5367 97/2099 [>.............................] - ETA: 5:15 - loss: 508.1321 - logits_profile_predictions_loss: 427.0702 - logcount_predictions_loss: 5.5144 98/2099 [>.............................] - ETA: 5:15 - loss: 507.7406 - logits_profile_predictions_loss: 427.0006 - logcount_predictions_loss: 5.4925 99/2099 [>.............................] - ETA: 5:15 - loss: 507.3608 - logits_profile_predictions_loss: 426.9368 - logcount_predictions_loss: 5.4710 100/2099 [>.............................] - ETA: 5:15 - loss: 506.9956 - logits_profile_predictions_loss: 426.8818 - logcount_predictions_loss: 5.4499 101/2099 [>.............................] - ETA: 5:15 - loss: 506.6426 - logits_profile_predictions_loss: 426.8327 - logcount_predictions_loss: 5.4292 102/2099 [>.............................] - ETA: 5:14 - loss: 506.2894 - logits_profile_predictions_loss: 426.7792 - logcount_predictions_loss: 5.4089 103/2099 [>.............................] - ETA: 5:14 - loss: 505.9479 - logits_profile_predictions_loss: 426.7316 - logcount_predictions_loss: 5.3889 104/2099 [>.............................] - ETA: 5:14 - loss: 505.6125 - logits_profile_predictions_loss: 426.6853 - logcount_predictions_loss: 5.3692 105/2099 [>.............................] - ETA: 5:14 - loss: 505.2800 - logits_profile_predictions_loss: 426.6376 - logcount_predictions_loss: 5.3498 106/2099 [>.............................] - ETA: 5:14 - loss: 504.9531 - logits_profile_predictions_loss: 426.5908 - logcount_predictions_loss: 5.3308 107/2099 [>.............................] - ETA: 5:14 - loss: 504.6261 - logits_profile_predictions_loss: 426.5401 - logcount_predictions_loss: 5.3120 108/2099 [>.............................] - ETA: 5:13 - loss: 504.3084 - logits_profile_predictions_loss: 426.4937 - logcount_predictions_loss: 5.2935 109/2099 [>.............................] - ETA: 5:13 - loss: 504.0005 - logits_profile_predictions_loss: 426.4519 - logcount_predictions_loss: 5.2754 110/2099 [>.............................] - ETA: 5:13 - loss: 503.6964 - logits_profile_predictions_loss: 426.4097 - logcount_predictions_loss: 5.2576 111/2099 [>.............................] - ETA: 5:13 - loss: 503.3999 - logits_profile_predictions_loss: 426.3708 - logcount_predictions_loss: 5.2401 112/2099 [>.............................] - ETA: 5:13 - loss: 503.1060 - logits_profile_predictions_loss: 426.3310 - logcount_predictions_loss: 5.2228 113/2099 [>.............................] - ETA: 5:13 - loss: 502.8105 - logits_profile_predictions_loss: 426.2864 - logcount_predictions_loss: 5.2057 114/2099 [>.............................] - ETA: 5:12 - loss: 502.5193 - logits_profile_predictions_loss: 426.2427 - logcount_predictions_loss: 5.1889 115/2099 [>.............................] - ETA: 5:12 - loss: 502.2349 - logits_profile_predictions_loss: 426.2017 - logcount_predictions_loss: 5.1723 116/2099 [>.............................] - ETA: 5:12 - loss: 501.9544 - logits_profile_predictions_loss: 426.1612 - logcount_predictions_loss: 5.1560 117/2099 [>.............................] - ETA: 5:12 - loss: 501.6775 - logits_profile_predictions_loss: 426.1207 - logcount_predictions_loss: 5.1399 118/2099 [>.............................] - ETA: 5:12 - loss: 501.3998 - logits_profile_predictions_loss: 426.0764 - logcount_predictions_loss: 5.1240 119/2099 [>.............................] - ETA: 5:12 - loss: 501.1301 - logits_profile_predictions_loss: 426.0364 - logcount_predictions_loss: 5.1084 120/2099 [>.............................] - ETA: 5:12 - loss: 500.8660 - logits_profile_predictions_loss: 425.9984 - logcount_predictions_loss: 5.0930 121/2099 [>.............................] - ETA: 5:11 - loss: 500.6076 - logits_profile_predictions_loss: 425.9623 - logcount_predictions_loss: 5.0779 122/2099 [>.............................] - ETA: 5:11 - loss: 500.3521 - logits_profile_predictions_loss: 425.9262 - logcount_predictions_loss: 5.0630 123/2099 [>.............................] - ETA: 5:11 - loss: 500.0966 - logits_profile_predictions_loss: 425.8876 - logcount_predictions_loss: 5.0482 124/2099 [>.............................] - ETA: 5:11 - loss: 499.8469 - logits_profile_predictions_loss: 425.8515 - logcount_predictions_loss: 5.0337 125/2099 [>.............................] - ETA: 5:11 - loss: 499.5996 - logits_profile_predictions_loss: 425.8151 - logcount_predictions_loss: 5.0194 126/2099 [>.............................] - ETA: 5:11 - loss: 499.3563 - logits_profile_predictions_loss: 425.7798 - logcount_predictions_loss: 5.0052 127/2099 [>.............................] - ETA: 5:10 - loss: 499.1150 - logits_profile_predictions_loss: 425.7438 - logcount_predictions_loss: 4.9912 128/2099 [>.............................] - ETA: 5:10 - loss: 498.8746 - logits_profile_predictions_loss: 425.7064 - logcount_predictions_loss: 4.9774 129/2099 [>.............................] - ETA: 5:10 - loss: 498.6327 - logits_profile_predictions_loss: 425.6655 - logcount_predictions_loss: 4.9638 130/2099 [>.............................] - ETA: 5:10 - loss: 498.3904 - logits_profile_predictions_loss: 425.6219 - logcount_predictions_loss: 4.9502 131/2099 [>.............................] - ETA: 5:10 - loss: 498.1511 - logits_profile_predictions_loss: 425.5787 - logcount_predictions_loss: 4.9369 132/2099 [>.............................] - ETA: 5:10 - loss: 497.9135 - logits_profile_predictions_loss: 425.5348 - logcount_predictions_loss: 4.9237 133/2099 [>.............................] - ETA: 5:09 - loss: 497.6775 - logits_profile_predictions_loss: 425.4900 - logcount_predictions_loss: 4.9107 134/2099 [>.............................] - ETA: 5:09 - loss: 497.4403 - 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logits_profile_predictions_loss: 417.7346 - logcount_predictions_loss: 3.7638 330/2099 [===>..........................] - ETA: 4:39 - loss: 472.9958 - logits_profile_predictions_loss: 417.7072 - logcount_predictions_loss: 3.7611 331/2099 [===>..........................] - ETA: 4:39 - loss: 472.9299 - logits_profile_predictions_loss: 417.6800 - logcount_predictions_loss: 3.7585 332/2099 [===>..........................] - ETA: 4:39 - loss: 472.8638 - logits_profile_predictions_loss: 417.6523 - logcount_predictions_loss: 3.7559 333/2099 [===>..........................] - ETA: 4:38 - loss: 472.7971 - logits_profile_predictions_loss: 417.6240 - logcount_predictions_loss: 3.7533 334/2099 [===>..........................] - ETA: 4:38 - loss: 472.7303 - logits_profile_predictions_loss: 417.5954 - logcount_predictions_loss: 3.7507 335/2099 [===>..........................] - ETA: 4:38 - loss: 472.6639 - logits_profile_predictions_loss: 417.5670 - logcount_predictions_loss: 3.7481 336/2099 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logits_profile_predictions_loss: 417.3702 - logcount_predictions_loss: 3.7304 343/2099 [===>..........................] - ETA: 4:37 - loss: 472.1425 - logits_profile_predictions_loss: 417.3421 - logcount_predictions_loss: 3.7279 344/2099 [===>..........................] - ETA: 4:37 - loss: 472.0780 - logits_profile_predictions_loss: 417.3138 - logcount_predictions_loss: 3.7255 345/2099 [===>..........................] - ETA: 4:37 - loss: 472.0134 - logits_profile_predictions_loss: 417.2852 - logcount_predictions_loss: 3.7230 346/2099 [===>..........................] - ETA: 4:36 - loss: 471.9493 - logits_profile_predictions_loss: 417.2570 - logcount_predictions_loss: 3.7206 347/2099 [===>..........................] - ETA: 4:36 - loss: 471.8853 - logits_profile_predictions_loss: 417.2287 - logcount_predictions_loss: 3.7181 348/2099 [===>..........................] - ETA: 4:36 - loss: 471.8211 - logits_profile_predictions_loss: 417.2001 - logcount_predictions_loss: 3.7157 349/2099 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logits_profile_predictions_loss: 417.0058 - logcount_predictions_loss: 3.6992 356/2099 [====>.........................] - ETA: 4:35 - loss: 471.3221 - logits_profile_predictions_loss: 416.9782 - logcount_predictions_loss: 3.6969 357/2099 [====>.........................] - ETA: 4:35 - loss: 471.2605 - logits_profile_predictions_loss: 416.9505 - logcount_predictions_loss: 3.6946 358/2099 [====>.........................] - ETA: 4:35 - loss: 471.1990 - logits_profile_predictions_loss: 416.9227 - logcount_predictions_loss: 3.6923 359/2099 [====>.........................] - ETA: 4:34 - loss: 471.1376 - logits_profile_predictions_loss: 416.8950 - logcount_predictions_loss: 3.6900 360/2099 [====>.........................] - ETA: 4:34 - loss: 471.0764 - logits_profile_predictions_loss: 416.8671 - logcount_predictions_loss: 3.6877 361/2099 [====>.........................] - ETA: 4:34 - loss: 471.0152 - logits_profile_predictions_loss: 416.8392 - logcount_predictions_loss: 3.6854 362/2099 [====>.........................] - ETA: 4:34 - loss: 470.9541 - logits_profile_predictions_loss: 416.8112 - logcount_predictions_loss: 3.6832 363/2099 [====>.........................] - ETA: 4:34 - loss: 470.8930 - logits_profile_predictions_loss: 416.7831 - logcount_predictions_loss: 3.6809 364/2099 [====>.........................] - ETA: 4:34 - loss: 470.8320 - logits_profile_predictions_loss: 416.7549 - logcount_predictions_loss: 3.6787 365/2099 [====>.........................] - ETA: 4:34 - loss: 470.7713 - logits_profile_predictions_loss: 416.7268 - logcount_predictions_loss: 3.6765 366/2099 [====>.........................] - ETA: 4:33 - loss: 470.7108 - logits_profile_predictions_loss: 416.6989 - logcount_predictions_loss: 3.6743 367/2099 [====>.........................] - ETA: 4:33 - loss: 470.6503 - logits_profile_predictions_loss: 416.6707 - logcount_predictions_loss: 3.6721 368/2099 [====>.........................] - ETA: 4:33 - loss: 470.5896 - logits_profile_predictions_loss: 416.6423 - logcount_predictions_loss: 3.6699 369/2099 [====>.........................] - ETA: 4:33 - loss: 470.5292 - logits_profile_predictions_loss: 416.6140 - logcount_predictions_loss: 3.6677 370/2099 [====>.........................] - ETA: 4:33 - loss: 470.4695 - logits_profile_predictions_loss: 416.5862 - logcount_predictions_loss: 3.6655 371/2099 [====>.........................] - ETA: 4:33 - loss: 470.4102 - logits_profile_predictions_loss: 416.5586 - logcount_predictions_loss: 3.6634 372/2099 [====>.........................] - ETA: 4:32 - loss: 470.3510 - logits_profile_predictions_loss: 416.5309 - logcount_predictions_loss: 3.6612 373/2099 [====>.........................] - ETA: 4:32 - loss: 470.2916 - logits_profile_predictions_loss: 416.5030 - logcount_predictions_loss: 3.6591 374/2099 [====>.........................] - ETA: 4:32 - loss: 470.2324 - logits_profile_predictions_loss: 416.4750 - logcount_predictions_loss: 3.6570 375/2099 [====>.........................] - ETA: 4:32 - loss: 470.1736 - logits_profile_predictions_loss: 416.4474 - logcount_predictions_loss: 3.6548 376/2099 [====>.........................] - ETA: 4:32 - loss: 470.1149 - logits_profile_predictions_loss: 416.4196 - logcount_predictions_loss: 3.6527 377/2099 [====>.........................] - ETA: 4:32 - loss: 470.0557 - logits_profile_predictions_loss: 416.3913 - logcount_predictions_loss: 3.6506 378/2099 [====>.........................] - ETA: 4:32 - loss: 469.9968 - logits_profile_predictions_loss: 416.3632 - logcount_predictions_loss: 3.6485 379/2099 [====>.........................] - ETA: 4:31 - loss: 469.9384 - logits_profile_predictions_loss: 416.3353 - logcount_predictions_loss: 3.6465 380/2099 [====>.........................] - ETA: 4:31 - loss: 469.8801 - logits_profile_predictions_loss: 416.3074 - logcount_predictions_loss: 3.6444 381/2099 [====>.........................] - ETA: 4:31 - loss: 469.8222 - logits_profile_predictions_loss: 416.2798 - logcount_predictions_loss: 3.6423 382/2099 [====>.........................] - ETA: 4:31 - loss: 469.7643 - logits_profile_predictions_loss: 416.2520 - logcount_predictions_loss: 3.6403 383/2099 [====>.........................] - ETA: 4:31 - loss: 469.7067 - logits_profile_predictions_loss: 416.2244 - logcount_predictions_loss: 3.6383 384/2099 [====>.........................] - ETA: 4:31 - loss: 469.6493 - logits_profile_predictions_loss: 416.1967 - logcount_predictions_loss: 3.6362 385/2099 [====>.........................] - ETA: 4:30 - loss: 469.5916 - logits_profile_predictions_loss: 416.1688 - logcount_predictions_loss: 3.6342 386/2099 [====>.........................] - ETA: 4:30 - loss: 469.5338 - logits_profile_predictions_loss: 416.1406 - logcount_predictions_loss: 3.6322 387/2099 [====>.........................] - ETA: 4:30 - loss: 469.4760 - logits_profile_predictions_loss: 416.1124 - logcount_predictions_loss: 3.6302 388/2099 [====>.........................] - ETA: 4:30 - loss: 469.4183 - logits_profile_predictions_loss: 416.0841 - logcount_predictions_loss: 3.6282 389/2099 [====>.........................] - ETA: 4:30 - loss: 469.3610 - logits_profile_predictions_loss: 416.0561 - logcount_predictions_loss: 3.6262 390/2099 [====>.........................] - ETA: 4:30 - loss: 469.3039 - logits_profile_predictions_loss: 416.0280 - logcount_predictions_loss: 3.6242 391/2099 [====>.........................] - ETA: 4:30 - loss: 469.2472 - logits_profile_predictions_loss: 416.0003 - logcount_predictions_loss: 3.6222 392/2099 [====>.........................] - ETA: 4:29 - loss: 469.1906 - logits_profile_predictions_loss: 415.9725 - logcount_predictions_loss: 3.6203 393/2099 [====>.........................] - ETA: 4:29 - loss: 469.1341 - logits_profile_predictions_loss: 415.9448 - logcount_predictions_loss: 3.6183 394/2099 [====>.........................] - ETA: 4:29 - loss: 469.0782 - logits_profile_predictions_loss: 415.9174 - logcount_predictions_loss: 3.6164 395/2099 [====>.........................] - ETA: 4:29 - loss: 469.0226 - logits_profile_predictions_loss: 415.8901 - logcount_predictions_loss: 3.6144 396/2099 [====>.........................] - ETA: 4:29 - loss: 468.9668 - logits_profile_predictions_loss: 415.8627 - logcount_predictions_loss: 3.6125 397/2099 [====>.........................] - ETA: 4:29 - loss: 468.9113 - logits_profile_predictions_loss: 415.8353 - logcount_predictions_loss: 3.6106 398/2099 [====>.........................] - ETA: 4:28 - loss: 468.8554 - logits_profile_predictions_loss: 415.8075 - logcount_predictions_loss: 3.6087 399/2099 [====>.........................] - ETA: 4:28 - loss: 468.7996 - logits_profile_predictions_loss: 415.7797 - logcount_predictions_loss: 3.6068 400/2099 [====>.........................] - ETA: 4:28 - loss: 468.7433 - logits_profile_predictions_loss: 415.7514 - logcount_predictions_loss: 3.6049 401/2099 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[..............................] - ETA: 5:27 - loss: 350.4249 - logits_profile_predictions_loss: 342.2256 - logcount_predictions_loss: 0.5578 4/2099 [..............................] - ETA: 5:27 - loss: 350.6343 - logits_profile_predictions_loss: 342.4233 - logcount_predictions_loss: 0.5586 5/2099 [..............................] - ETA: 5:27 - loss: 351.1792 - logits_profile_predictions_loss: 342.9300 - logcount_predictions_loss: 0.5612 6/2099 [..............................] - ETA: 5:26 - loss: 351.7097 - logits_profile_predictions_loss: 343.4371 - logcount_predictions_loss: 0.5628 7/2099 [..............................] - ETA: 5:27 - loss: 352.5776 - logits_profile_predictions_loss: 344.3328 - logcount_predictions_loss: 0.5609 8/2099 [..............................] - ETA: 5:27 - loss: 353.2957 - logits_profile_predictions_loss: 345.1178 - logcount_predictions_loss: 0.5563 9/2099 [..............................] - ETA: 5:27 - loss: 354.1664 - logits_profile_predictions_loss: 346.0272 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355.9427 - logits_profile_predictions_loss: 347.9495 - logcount_predictions_loss: 0.5438 17/2099 [..............................] - ETA: 5:26 - loss: 356.0826 - logits_profile_predictions_loss: 348.1079 - logcount_predictions_loss: 0.5425 18/2099 [..............................] - ETA: 5:26 - loss: 356.2055 - logits_profile_predictions_loss: 348.2398 - logcount_predictions_loss: 0.5419 19/2099 [..............................] - ETA: 5:26 - loss: 356.4751 - logits_profile_predictions_loss: 348.5059 - logcount_predictions_loss: 0.5421 20/2099 [..............................] - ETA: 5:26 - loss: 356.7446 - logits_profile_predictions_loss: 348.7738 - logcount_predictions_loss: 0.5422 21/2099 [..............................] - ETA: 5:26 - loss: 356.9987 - logits_profile_predictions_loss: 349.0153 - logcount_predictions_loss: 0.5431 22/2099 [..............................] - ETA: 5:26 - loss: 357.2827 - logits_profile_predictions_loss: 349.2916 - logcount_predictions_loss: 0.5436 23/2099 [..............................] - ETA: 5:25 - loss: 357.5768 - logits_profile_predictions_loss: 349.5747 - logcount_predictions_loss: 0.5444 24/2099 [..............................] - ETA: 5:25 - loss: 357.9752 - logits_profile_predictions_loss: 349.9622 - logcount_predictions_loss: 0.5451 25/2099 [..............................] - ETA: 5:25 - loss: 358.3085 - logits_profile_predictions_loss: 350.2843 - logcount_predictions_loss: 0.5459 26/2099 [..............................] - ETA: 5:25 - loss: 358.6607 - logits_profile_predictions_loss: 350.6259 - logcount_predictions_loss: 0.5466 27/2099 [..............................] - ETA: 5:25 - loss: 358.9579 - logits_profile_predictions_loss: 350.9153 - logcount_predictions_loss: 0.5471 28/2099 [..............................] - ETA: 5:25 - loss: 359.2849 - logits_profile_predictions_loss: 351.2340 - logcount_predictions_loss: 0.5477 29/2099 [..............................] - ETA: 5:25 - loss: 359.5761 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 358.3386 - logcount_predictions_loss: 0.5658 259/2099 [==>...........................] - ETA: 4:49 - loss: 366.6579 - logits_profile_predictions_loss: 358.3405 - logcount_predictions_loss: 0.5658 260/2099 [==>...........................] - ETA: 4:49 - loss: 366.6599 - logits_profile_predictions_loss: 358.3427 - logcount_predictions_loss: 0.5658 261/2099 [==>...........................] - ETA: 4:49 - loss: 366.6620 - logits_profile_predictions_loss: 358.3451 - logcount_predictions_loss: 0.5658 262/2099 [==>...........................] - ETA: 4:49 - loss: 366.6641 - logits_profile_predictions_loss: 358.3477 - logcount_predictions_loss: 0.5657 263/2099 [==>...........................] - ETA: 4:49 - loss: 366.6661 - logits_profile_predictions_loss: 358.3500 - logcount_predictions_loss: 0.5657 264/2099 [==>...........................] - ETA: 4:49 - loss: 366.6683 - logits_profile_predictions_loss: 358.3524 - logcount_predictions_loss: 0.5657 265/2099 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logits_profile_predictions_loss: 358.3663 - logcount_predictions_loss: 0.5655 272/2099 [==>...........................] - ETA: 4:47 - loss: 366.6809 - logits_profile_predictions_loss: 358.3678 - logcount_predictions_loss: 0.5655 273/2099 [==>...........................] - ETA: 4:47 - loss: 366.6822 - logits_profile_predictions_loss: 358.3694 - logcount_predictions_loss: 0.5655 274/2099 [==>...........................] - ETA: 4:47 - loss: 366.6831 - logits_profile_predictions_loss: 358.3707 - logcount_predictions_loss: 0.5655 275/2099 [==>...........................] - ETA: 4:47 - loss: 366.6832 - logits_profile_predictions_loss: 358.3712 - logcount_predictions_loss: 0.5654 276/2099 [==>...........................] - ETA: 4:47 - loss: 366.6840 - logits_profile_predictions_loss: 358.3725 - logcount_predictions_loss: 0.5654 277/2099 [==>...........................] - ETA: 4:47 - loss: 366.6845 - logits_profile_predictions_loss: 358.3734 - logcount_predictions_loss: 0.5654 278/2099 [==>...........................] - ETA: 4:46 - loss: 366.6852 - logits_profile_predictions_loss: 358.3745 - logcount_predictions_loss: 0.5653 279/2099 [==>...........................] - ETA: 4:46 - loss: 366.6867 - logits_profile_predictions_loss: 358.3765 - logcount_predictions_loss: 0.5653 280/2099 [===>..........................] - ETA: 4:46 - loss: 366.6880 - logits_profile_predictions_loss: 358.3783 - logcount_predictions_loss: 0.5653 281/2099 [===>..........................] - ETA: 4:46 - loss: 366.6888 - logits_profile_predictions_loss: 358.3795 - logcount_predictions_loss: 0.5653 282/2099 [===>..........................] - ETA: 4:46 - loss: 366.6892 - logits_profile_predictions_loss: 358.3804 - logcount_predictions_loss: 0.5652 283/2099 [===>..........................] - ETA: 4:46 - loss: 366.6897 - logits_profile_predictions_loss: 358.3813 - logcount_predictions_loss: 0.5652 284/2099 [===>..........................] - ETA: 4:46 - loss: 366.6905 - logits_profile_predictions_loss: 358.3824 - logcount_predictions_loss: 0.5652 285/2099 [===>..........................] - ETA: 4:45 - loss: 366.6911 - logits_profile_predictions_loss: 358.3834 - logcount_predictions_loss: 0.5651 286/2099 [===>..........................] - ETA: 4:45 - loss: 366.6914 - logits_profile_predictions_loss: 358.3840 - logcount_predictions_loss: 0.5651 287/2099 [===>..........................] - ETA: 4:45 - loss: 366.6916 - logits_profile_predictions_loss: 358.3847 - logcount_predictions_loss: 0.5651 288/2099 [===>..........................] - ETA: 4:45 - loss: 366.6921 - logits_profile_predictions_loss: 358.3855 - logcount_predictions_loss: 0.5651 289/2099 [===>..........................] - ETA: 4:45 - loss: 366.6923 - logits_profile_predictions_loss: 358.3861 - logcount_predictions_loss: 0.5650 290/2099 [===>..........................] - ETA: 4:45 - loss: 366.6919 - logits_profile_predictions_loss: 358.3861 - logcount_predictions_loss: 0.5650 291/2099 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[===>..........................] - ETA: 4:42 - loss: 366.6815 - logits_profile_predictions_loss: 358.3803 - logcount_predictions_loss: 0.5647 305/2099 [===>..........................] - ETA: 4:42 - loss: 366.6803 - logits_profile_predictions_loss: 358.3794 - logcount_predictions_loss: 0.5647 306/2099 [===>..........................] - ETA: 4:42 - loss: 366.6789 - logits_profile_predictions_loss: 358.3785 - logcount_predictions_loss: 0.5647 307/2099 [===>..........................] - ETA: 4:42 - loss: 366.6778 - logits_profile_predictions_loss: 358.3777 - logcount_predictions_loss: 0.5646 308/2099 [===>..........................] - ETA: 4:42 - loss: 366.6766 - logits_profile_predictions_loss: 358.3768 - logcount_predictions_loss: 0.5646 309/2099 [===>..........................] - ETA: 4:42 - loss: 366.6756 - logits_profile_predictions_loss: 358.3761 - logcount_predictions_loss: 0.5646 310/2099 [===>..........................] - ETA: 4:41 - loss: 366.6745 - 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[===>..........................] - ETA: 4:40 - loss: 366.6664 - logits_profile_predictions_loss: 358.3701 - logcount_predictions_loss: 0.5644 318/2099 [===>..........................] - ETA: 4:40 - loss: 366.6654 - logits_profile_predictions_loss: 358.3695 - logcount_predictions_loss: 0.5643 319/2099 [===>..........................] - ETA: 4:40 - loss: 366.6643 - logits_profile_predictions_loss: 358.3688 - logcount_predictions_loss: 0.5643 320/2099 [===>..........................] - ETA: 4:40 - loss: 366.6632 - logits_profile_predictions_loss: 358.3681 - logcount_predictions_loss: 0.5643 321/2099 [===>..........................] - ETA: 4:40 - loss: 366.6627 - logits_profile_predictions_loss: 358.3679 - logcount_predictions_loss: 0.5643 322/2099 [===>..........................] - ETA: 4:40 - loss: 366.6623 - logits_profile_predictions_loss: 358.3679 - logcount_predictions_loss: 0.5642 323/2099 [===>..........................] - ETA: 4:39 - loss: 366.6619 - 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[===>..........................] - ETA: 4:38 - loss: 366.6547 - logits_profile_predictions_loss: 358.3632 - logcount_predictions_loss: 0.5640 331/2099 [===>..........................] - ETA: 4:38 - loss: 366.6530 - logits_profile_predictions_loss: 358.3619 - logcount_predictions_loss: 0.5640 332/2099 [===>..........................] - ETA: 4:38 - loss: 366.6513 - logits_profile_predictions_loss: 358.3606 - logcount_predictions_loss: 0.5640 333/2099 [===>..........................] - ETA: 4:38 - loss: 366.6496 - logits_profile_predictions_loss: 358.3593 - logcount_predictions_loss: 0.5640 334/2099 [===>..........................] - ETA: 4:38 - loss: 366.6476 - logits_profile_predictions_loss: 358.3578 - logcount_predictions_loss: 0.5639 335/2099 [===>..........................] - ETA: 4:38 - loss: 366.6454 - logits_profile_predictions_loss: 358.3559 - logcount_predictions_loss: 0.5639 336/2099 [===>..........................] - ETA: 4:37 - loss: 366.6427 - logits_profile_predictions_loss: 358.3537 - logcount_predictions_loss: 0.5639 337/2099 [===>..........................] - ETA: 4:37 - loss: 366.6397 - logits_profile_predictions_loss: 358.3511 - logcount_predictions_loss: 0.5638 338/2099 [===>..........................] - ETA: 4:37 - loss: 366.6363 - logits_profile_predictions_loss: 358.3482 - logcount_predictions_loss: 0.5638 339/2099 [===>..........................] - ETA: 4:37 - loss: 366.6325 - logits_profile_predictions_loss: 358.3449 - logcount_predictions_loss: 0.5638 340/2099 [===>..........................] - ETA: 4:37 - loss: 366.6287 - logits_profile_predictions_loss: 358.3415 - logcount_predictions_loss: 0.5637 341/2099 [===>..........................] - ETA: 4:37 - loss: 366.6246 - logits_profile_predictions_loss: 358.3379 - logcount_predictions_loss: 0.5637 342/2099 [===>..........................] - ETA: 4:36 - loss: 366.6204 - logits_profile_predictions_loss: 358.3342 - logcount_predictions_loss: 0.5637 343/2099 [===>..........................] - ETA: 4:36 - loss: 366.6161 - logits_profile_predictions_loss: 358.3303 - logcount_predictions_loss: 0.5637 344/2099 [===>..........................] - ETA: 4:36 - loss: 366.6114 - logits_profile_predictions_loss: 358.3261 - logcount_predictions_loss: 0.5636 345/2099 [===>..........................] - ETA: 4:36 - loss: 366.6066 - logits_profile_predictions_loss: 358.3218 - logcount_predictions_loss: 0.5636 346/2099 [===>..........................] - ETA: 4:36 - loss: 366.6020 - logits_profile_predictions_loss: 358.3177 - logcount_predictions_loss: 0.5636 347/2099 [===>..........................] - ETA: 4:36 - loss: 366.5976 - logits_profile_predictions_loss: 358.3137 - logcount_predictions_loss: 0.5635 348/2099 [===>..........................] - ETA: 4:36 - loss: 366.5929 - logits_profile_predictions_loss: 358.3096 - logcount_predictions_loss: 0.5635 349/2099 [===>..........................] - ETA: 4:35 - loss: 366.5883 - logits_profile_predictions_loss: 358.3054 - logcount_predictions_loss: 0.5635 350/2099 [====>.........................] - ETA: 4:35 - loss: 366.5838 - logits_profile_predictions_loss: 358.3015 - logcount_predictions_loss: 0.5634 351/2099 [====>.........................] - ETA: 4:35 - loss: 366.5795 - logits_profile_predictions_loss: 358.2976 - logcount_predictions_loss: 0.5634 352/2099 [====>.........................] - ETA: 4:35 - loss: 366.5751 - logits_profile_predictions_loss: 358.2938 - logcount_predictions_loss: 0.5633 353/2099 [====>.........................] - ETA: 4:35 - loss: 366.5710 - logits_profile_predictions_loss: 358.2902 - logcount_predictions_loss: 0.5633 354/2099 [====>.........................] - ETA: 4:35 - loss: 366.5669 - logits_profile_predictions_loss: 358.2865 - logcount_predictions_loss: 0.5633 355/2099 [====>.........................] - ETA: 4:34 - loss: 366.5625 - logits_profile_predictions_loss: 358.2827 - logcount_predictions_loss: 0.5632 356/2099 [====>.........................] - ETA: 4:34 - loss: 366.5580 - logits_profile_predictions_loss: 358.2788 - logcount_predictions_loss: 0.5632 357/2099 [====>.........................] - ETA: 4:34 - loss: 366.5533 - logits_profile_predictions_loss: 358.2746 - logcount_predictions_loss: 0.5632 358/2099 [====>.........................] - ETA: 4:34 - loss: 366.5484 - logits_profile_predictions_loss: 358.2701 - logcount_predictions_loss: 0.5631 359/2099 [====>.........................] - ETA: 4:34 - loss: 366.5433 - logits_profile_predictions_loss: 358.2656 - logcount_predictions_loss: 0.5631 360/2099 [====>.........................] - ETA: 4:34 - loss: 366.5386 - logits_profile_predictions_loss: 358.2614 - logcount_predictions_loss: 0.5631 361/2099 [====>.........................] - ETA: 4:34 - loss: 366.5343 - logits_profile_predictions_loss: 358.2577 - logcount_predictions_loss: 0.5630 362/2099 [====>.........................] - ETA: 4:33 - loss: 366.5299 - logits_profile_predictions_loss: 358.2537 - logcount_predictions_loss: 0.5630 363/2099 [====>.........................] - ETA: 4:33 - loss: 366.5253 - logits_profile_predictions_loss: 358.2496 - logcount_predictions_loss: 0.5630 364/2099 [====>.........................] - ETA: 4:33 - loss: 366.5208 - logits_profile_predictions_loss: 358.2456 - logcount_predictions_loss: 0.5629 365/2099 [====>.........................] - ETA: 4:33 - loss: 366.5162 - logits_profile_predictions_loss: 358.2414 - logcount_predictions_loss: 0.5629 366/2099 [====>.........................] - ETA: 4:33 - loss: 366.5116 - logits_profile_predictions_loss: 358.2372 - logcount_predictions_loss: 0.5629 367/2099 [====>.........................] - ETA: 4:33 - loss: 366.5071 - logits_profile_predictions_loss: 358.2330 - logcount_predictions_loss: 0.5629 368/2099 [====>.........................] - ETA: 4:32 - loss: 366.5022 - logits_profile_predictions_loss: 358.2286 - logcount_predictions_loss: 0.5628 369/2099 [====>.........................] - ETA: 4:32 - loss: 366.4981 - logits_profile_predictions_loss: 358.2248 - logcount_predictions_loss: 0.5628 370/2099 [====>.........................] - ETA: 4:32 - loss: 366.4936 - logits_profile_predictions_loss: 358.2207 - logcount_predictions_loss: 0.5628 371/2099 [====>.........................] - ETA: 4:32 - loss: 366.4890 - logits_profile_predictions_loss: 358.2165 - logcount_predictions_loss: 0.5627 372/2099 [====>.........................] - ETA: 4:32 - loss: 366.4842 - logits_profile_predictions_loss: 358.2121 - logcount_predictions_loss: 0.5627 373/2099 [====>.........................] - ETA: 4:32 - loss: 366.4793 - logits_profile_predictions_loss: 358.2077 - logcount_predictions_loss: 0.5627 374/2099 [====>.........................] - ETA: 4:31 - loss: 366.4742 - logits_profile_predictions_loss: 358.2030 - logcount_predictions_loss: 0.5627 375/2099 [====>.........................] - ETA: 4:31 - loss: 366.4692 - logits_profile_predictions_loss: 358.1985 - logcount_predictions_loss: 0.5626 376/2099 [====>.........................] - ETA: 4:31 - loss: 366.4644 - logits_profile_predictions_loss: 358.1941 - logcount_predictions_loss: 0.5626 377/2099 [====>.........................] - ETA: 4:31 - loss: 366.4598 - logits_profile_predictions_loss: 358.1899 - logcount_predictions_loss: 0.5626 378/2099 [====>.........................] - ETA: 4:31 - loss: 366.4551 - logits_profile_predictions_loss: 358.1857 - logcount_predictions_loss: 0.5625 379/2099 [====>.........................] - ETA: 4:31 - loss: 366.4506 - logits_profile_predictions_loss: 358.1817 - logcount_predictions_loss: 0.5625 380/2099 [====>.........................] - ETA: 4:31 - loss: 366.4462 - logits_profile_predictions_loss: 358.1778 - logcount_predictions_loss: 0.5625 381/2099 [====>.........................] - ETA: 4:30 - loss: 366.4418 - logits_profile_predictions_loss: 358.1739 - logcount_predictions_loss: 0.5624 382/2099 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logits_profile_predictions_loss: 355.7334 - logcount_predictions_loss: 0.5319 2093/2099 [============================>.] - ETA: 0s - loss: 363.5517 - logits_profile_predictions_loss: 355.7328 - logcount_predictions_loss: 0.5319 2094/2099 [============================>.] - ETA: 0s - loss: 363.5510 - logits_profile_predictions_loss: 355.7322 - logcount_predictions_loss: 0.5319 2095/2099 [============================>.] - ETA: 0s - loss: 363.5503 - logits_profile_predictions_loss: 355.7317 - logcount_predictions_loss: 0.5319 2096/2099 [============================>.] - ETA: 0s - loss: 363.5496 - logits_profile_predictions_loss: 355.7311 - logcount_predictions_loss: 0.5318 2097/2099 [============================>.] - ETA: 0s - loss: 363.5489 - logits_profile_predictions_loss: 355.7305 - logcount_predictions_loss: 0.5318 2098/2099 [============================>.] - ETA: 0s - loss: 363.5482 - logits_profile_predictions_loss: 355.7299 - logcount_predictions_loss: 0.5318 2099/2099 [==============================] - ETA: 0s - loss: 363.5475 - logits_profile_predictions_loss: 355.7294 - logcount_predictions_loss: 0.5318 2099/2099 [==============================] - 347s 165ms/step - loss: 363.5469 - logits_profile_predictions_loss: 355.7288 - logcount_predictions_loss: 0.5318 - val_loss: 374.7370 - val_logits_profile_predictions_loss: 367.7388 - val_logcount_predictions_loss: 0.4761 + +Epoch 00002: val_loss improved from 383.23953 to 374.73700, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15/chrombpnet.h5 +Epoch 3/50 + 1/2099 [..............................] - ETA: 8:08 - loss: 407.4442 - logits_profile_predictions_loss: 400.2529 - logcount_predictions_loss: 0.4892 2/2099 [..............................] - ETA: 6:08 - loss: 399.3341 - logits_profile_predictions_loss: 392.1679 - logcount_predictions_loss: 0.4875 3/2099 [..............................] - ETA: 5:48 - loss: 395.1501 - logits_profile_predictions_loss: 387.6408 - logcount_predictions_loss: 0.5108 4/2099 [..............................] - ETA: 5:41 - loss: 389.1593 - logits_profile_predictions_loss: 381.5023 - logcount_predictions_loss: 0.5209 5/2099 [..............................] - ETA: 5:37 - loss: 385.2164 - logits_profile_predictions_loss: 377.5018 - logcount_predictions_loss: 0.5248 6/2099 [..............................] - ETA: 5:35 - loss: 384.3291 - logits_profile_predictions_loss: 376.5943 - logcount_predictions_loss: 0.5262 7/2099 [..............................] - ETA: 5:34 - loss: 383.9722 - logits_profile_predictions_loss: 376.2072 - logcount_predictions_loss: 0.5282 8/2099 [..............................] - ETA: 5:33 - loss: 383.2295 - logits_profile_predictions_loss: 375.4729 - logcount_predictions_loss: 0.5277 9/2099 [..............................] - ETA: 5:32 - loss: 382.0866 - logits_profile_predictions_loss: 374.3496 - logcount_predictions_loss: 0.5263 10/2099 [..............................] - ETA: 5:31 - loss: 381.0658 - logits_profile_predictions_loss: 373.3608 - logcount_predictions_loss: 0.5242 11/2099 [..............................] - ETA: 5:31 - loss: 380.0669 - logits_profile_predictions_loss: 372.3916 - logcount_predictions_loss: 0.5221 12/2099 [..............................] - ETA: 5:30 - loss: 379.1944 - logits_profile_predictions_loss: 371.5514 - logcount_predictions_loss: 0.5199 13/2099 [..............................] - ETA: 5:30 - loss: 378.3201 - logits_profile_predictions_loss: 370.7078 - logcount_predictions_loss: 0.5178 14/2099 [..............................] - ETA: 5:29 - loss: 377.6435 - logits_profile_predictions_loss: 370.0543 - logcount_predictions_loss: 0.5163 15/2099 [..............................] - ETA: 5:29 - loss: 377.0252 - logits_profile_predictions_loss: 369.4554 - logcount_predictions_loss: 0.5150 16/2099 [..............................] - ETA: 5:29 - loss: 376.4924 - logits_profile_predictions_loss: 368.9397 - logcount_predictions_loss: 0.5138 17/2099 [..............................] - ETA: 5:29 - loss: 375.9638 - logits_profile_predictions_loss: 368.4254 - logcount_predictions_loss: 0.5128 18/2099 [..............................] - ETA: 5:28 - loss: 375.3660 - logits_profile_predictions_loss: 367.8415 - logcount_predictions_loss: 0.5119 19/2099 [..............................] - ETA: 5:28 - loss: 374.7967 - logits_profile_predictions_loss: 367.2873 - logcount_predictions_loss: 0.5108 20/2099 [..............................] - ETA: 5:28 - loss: 374.1986 - logits_profile_predictions_loss: 366.7073 - logcount_predictions_loss: 0.5096 21/2099 [..............................] - ETA: 5:27 - loss: 373.6929 - logits_profile_predictions_loss: 366.2155 - logcount_predictions_loss: 0.5087 22/2099 [..............................] - ETA: 5:27 - loss: 373.2185 - logits_profile_predictions_loss: 365.7509 - logcount_predictions_loss: 0.5080 23/2099 [..............................] - ETA: 5:27 - loss: 372.7566 - logits_profile_predictions_loss: 365.2939 - logcount_predictions_loss: 0.5077 24/2099 [..............................] - ETA: 5:27 - loss: 372.3721 - logits_profile_predictions_loss: 364.9153 - logcount_predictions_loss: 0.5073 25/2099 [..............................] - ETA: 5:26 - loss: 371.9640 - logits_profile_predictions_loss: 364.5146 - logcount_predictions_loss: 0.5068 26/2099 [..............................] - ETA: 5:26 - loss: 371.5564 - logits_profile_predictions_loss: 364.1143 - logcount_predictions_loss: 0.5063 27/2099 [..............................] - ETA: 5:26 - loss: 371.1556 - logits_profile_predictions_loss: 363.7224 - logcount_predictions_loss: 0.5057 28/2099 [..............................] - ETA: 5:26 - loss: 370.7596 - logits_profile_predictions_loss: 363.3379 - logcount_predictions_loss: 0.5049 29/2099 [..............................] - ETA: 5:26 - loss: 370.3682 - logits_profile_predictions_loss: 362.9561 - logcount_predictions_loss: 0.5042 30/2099 [..............................] - ETA: 5:26 - loss: 369.9945 - logits_profile_predictions_loss: 362.5920 - logcount_predictions_loss: 0.5036 31/2099 [..............................] - ETA: 5:25 - loss: 369.6182 - logits_profile_predictions_loss: 362.2259 - logcount_predictions_loss: 0.5029 32/2099 [..............................] - ETA: 5:25 - loss: 369.2526 - logits_profile_predictions_loss: 361.8698 - logcount_predictions_loss: 0.5022 33/2099 [..............................] - ETA: 5:25 - loss: 368.8979 - logits_profile_predictions_loss: 361.5236 - logcount_predictions_loss: 0.5017 34/2099 [..............................] - ETA: 5:25 - loss: 368.5538 - logits_profile_predictions_loss: 361.1857 - logcount_predictions_loss: 0.5012 35/2099 [..............................] - ETA: 5:25 - loss: 368.2103 - logits_profile_predictions_loss: 360.8488 - logcount_predictions_loss: 0.5008 36/2099 [..............................] - ETA: 5:24 - loss: 367.9052 - logits_profile_predictions_loss: 360.5498 - logcount_predictions_loss: 0.5004 37/2099 [..............................] - ETA: 5:24 - loss: 367.5873 - logits_profile_predictions_loss: 360.2387 - logcount_predictions_loss: 0.4999 38/2099 [..............................] - ETA: 5:24 - loss: 367.2936 - logits_profile_predictions_loss: 359.9502 - logcount_predictions_loss: 0.4995 39/2099 [..............................] - ETA: 5:24 - loss: 367.0545 - logits_profile_predictions_loss: 359.7148 - logcount_predictions_loss: 0.4993 40/2099 [..............................] - ETA: 5:24 - loss: 366.8345 - logits_profile_predictions_loss: 359.4992 - logcount_predictions_loss: 0.4990 41/2099 [..............................] - ETA: 5:23 - loss: 366.6555 - logits_profile_predictions_loss: 359.3234 - logcount_predictions_loss: 0.4988 42/2099 [..............................] - ETA: 5:23 - loss: 366.4905 - logits_profile_predictions_loss: 359.1622 - logcount_predictions_loss: 0.4985 43/2099 [..............................] - ETA: 5:23 - loss: 366.3250 - logits_profile_predictions_loss: 359.0007 - logcount_predictions_loss: 0.4983 44/2099 [..............................] - ETA: 5:23 - loss: 366.1605 - logits_profile_predictions_loss: 358.8395 - logcount_predictions_loss: 0.4980 45/2099 [..............................] - ETA: 5:23 - loss: 366.0246 - logits_profile_predictions_loss: 358.7062 - logcount_predictions_loss: 0.4978 46/2099 [..............................] - ETA: 5:23 - loss: 365.8905 - logits_profile_predictions_loss: 358.5752 - logcount_predictions_loss: 0.4976 47/2099 [..............................] - ETA: 5:22 - loss: 365.7558 - logits_profile_predictions_loss: 358.4439 - logcount_predictions_loss: 0.4974 48/2099 [..............................] - ETA: 5:22 - loss: 365.6185 - logits_profile_predictions_loss: 358.3103 - logcount_predictions_loss: 0.4972 49/2099 [..............................] - ETA: 5:22 - loss: 365.4753 - logits_profile_predictions_loss: 358.1707 - logcount_predictions_loss: 0.4969 50/2099 [..............................] - ETA: 5:22 - loss: 365.3305 - logits_profile_predictions_loss: 358.0295 - logcount_predictions_loss: 0.4967 51/2099 [..............................] - ETA: 5:22 - loss: 365.1988 - logits_profile_predictions_loss: 357.9003 - logcount_predictions_loss: 0.4965 52/2099 [..............................] - ETA: 5:22 - loss: 365.0860 - logits_profile_predictions_loss: 357.7895 - logcount_predictions_loss: 0.4964 53/2099 [..............................] - ETA: 5:21 - loss: 364.9760 - logits_profile_predictions_loss: 357.6808 - logcount_predictions_loss: 0.4963 54/2099 [..............................] - ETA: 5:21 - loss: 364.8523 - logits_profile_predictions_loss: 357.5589 - logcount_predictions_loss: 0.4961 55/2099 [..............................] - ETA: 5:21 - loss: 364.7539 - logits_profile_predictions_loss: 357.4623 - logcount_predictions_loss: 0.4960 56/2099 [..............................] - ETA: 5:21 - 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63/2099 [..............................] - ETA: 5:20 - loss: 364.1162 - logits_profile_predictions_loss: 356.8323 - logcount_predictions_loss: 0.4955 64/2099 [..............................] - ETA: 5:20 - loss: 364.0265 - logits_profile_predictions_loss: 356.7439 - logcount_predictions_loss: 0.4954 65/2099 [..............................] - ETA: 5:20 - loss: 363.9423 - logits_profile_predictions_loss: 356.6606 - logcount_predictions_loss: 0.4954 66/2099 [..............................] - ETA: 5:19 - loss: 363.8607 - logits_profile_predictions_loss: 356.5801 - logcount_predictions_loss: 0.4953 67/2099 [..............................] - ETA: 5:19 - loss: 363.7778 - logits_profile_predictions_loss: 356.4985 - logcount_predictions_loss: 0.4952 68/2099 [..............................] - ETA: 5:19 - loss: 363.7008 - logits_profile_predictions_loss: 356.4226 - logcount_predictions_loss: 0.4951 69/2099 [..............................] - ETA: 5:19 - loss: 363.6225 - 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[>.............................] - ETA: 5:18 - loss: 363.1050 - logits_profile_predictions_loss: 355.8400 - logcount_predictions_loss: 0.4942 77/2099 [>.............................] - ETA: 5:18 - loss: 363.0468 - logits_profile_predictions_loss: 355.7840 - logcount_predictions_loss: 0.4941 78/2099 [>.............................] - ETA: 5:18 - loss: 362.9840 - logits_profile_predictions_loss: 355.7239 - logcount_predictions_loss: 0.4939 79/2099 [>.............................] - ETA: 5:18 - loss: 362.9251 - logits_profile_predictions_loss: 355.6676 - logcount_predictions_loss: 0.4937 80/2099 [>.............................] - ETA: 5:17 - loss: 362.8612 - logits_profile_predictions_loss: 355.6065 - logcount_predictions_loss: 0.4935 81/2099 [>.............................] - ETA: 5:17 - loss: 362.7954 - logits_profile_predictions_loss: 355.5433 - logcount_predictions_loss: 0.4933 82/2099 [>.............................] - ETA: 5:17 - loss: 362.7299 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 353.4673 - logcount_predictions_loss: 0.4891 129/2099 [>.............................] - ETA: 5:10 - loss: 360.6248 - logits_profile_predictions_loss: 353.4359 - logcount_predictions_loss: 0.4890 130/2099 [>.............................] - ETA: 5:09 - loss: 360.5903 - logits_profile_predictions_loss: 353.4024 - logcount_predictions_loss: 0.4890 131/2099 [>.............................] - ETA: 5:09 - loss: 360.5550 - logits_profile_predictions_loss: 353.3681 - logcount_predictions_loss: 0.4889 132/2099 [>.............................] - ETA: 5:09 - loss: 360.5203 - logits_profile_predictions_loss: 353.3344 - logcount_predictions_loss: 0.4888 133/2099 [>.............................] - ETA: 5:09 - loss: 360.4878 - logits_profile_predictions_loss: 353.3028 - logcount_predictions_loss: 0.4888 134/2099 [>.............................] - ETA: 5:09 - loss: 360.4550 - logits_profile_predictions_loss: 353.2709 - logcount_predictions_loss: 0.4887 135/2099 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logits_profile_predictions_loss: 353.0827 - logcount_predictions_loss: 0.4883 142/2099 [=>............................] - ETA: 5:07 - loss: 360.2366 - logits_profile_predictions_loss: 353.0587 - logcount_predictions_loss: 0.4883 143/2099 [=>............................] - ETA: 5:07 - loss: 360.2126 - logits_profile_predictions_loss: 353.0355 - logcount_predictions_loss: 0.4882 144/2099 [=>............................] - ETA: 5:07 - loss: 360.1888 - logits_profile_predictions_loss: 353.0125 - logcount_predictions_loss: 0.4882 145/2099 [=>............................] - ETA: 5:07 - loss: 360.1674 - logits_profile_predictions_loss: 352.9918 - logcount_predictions_loss: 0.4881 146/2099 [=>............................] - ETA: 5:07 - loss: 360.1451 - logits_profile_predictions_loss: 352.9703 - logcount_predictions_loss: 0.4881 147/2099 [=>............................] - ETA: 5:07 - loss: 360.1207 - logits_profile_predictions_loss: 352.9465 - logcount_predictions_loss: 0.4880 148/2099 [=>............................] - ETA: 5:07 - loss: 360.0984 - logits_profile_predictions_loss: 352.9247 - logcount_predictions_loss: 0.4880 149/2099 [=>............................] - ETA: 5:06 - loss: 360.0753 - logits_profile_predictions_loss: 352.9022 - logcount_predictions_loss: 0.4880 150/2099 [=>............................] - ETA: 5:06 - loss: 360.0528 - logits_profile_predictions_loss: 352.8802 - logcount_predictions_loss: 0.4879 151/2099 [=>............................] - ETA: 5:06 - loss: 360.0306 - logits_profile_predictions_loss: 352.8585 - logcount_predictions_loss: 0.4879 152/2099 [=>............................] - ETA: 5:06 - loss: 360.0088 - logits_profile_predictions_loss: 352.8370 - logcount_predictions_loss: 0.4879 153/2099 [=>............................] - ETA: 5:06 - loss: 359.9855 - logits_profile_predictions_loss: 352.8141 - logcount_predictions_loss: 0.4878 154/2099 [=>............................] - ETA: 5:06 - loss: 359.9631 - 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logits_profile_predictions_loss: 351.3537 - logcount_predictions_loss: 0.4891 259/2099 [==>...........................] - ETA: 4:49 - loss: 358.5373 - logits_profile_predictions_loss: 351.3471 - logcount_predictions_loss: 0.4891 260/2099 [==>...........................] - ETA: 4:49 - loss: 358.5306 - logits_profile_predictions_loss: 351.3400 - logcount_predictions_loss: 0.4892 261/2099 [==>...........................] - ETA: 4:49 - loss: 358.5242 - logits_profile_predictions_loss: 351.3333 - logcount_predictions_loss: 0.4892 262/2099 [==>...........................] - ETA: 4:49 - loss: 358.5175 - logits_profile_predictions_loss: 351.3264 - logcount_predictions_loss: 0.4892 263/2099 [==>...........................] - ETA: 4:48 - loss: 358.5104 - logits_profile_predictions_loss: 351.3189 - logcount_predictions_loss: 0.4892 264/2099 [==>...........................] - ETA: 4:48 - loss: 358.5026 - logits_profile_predictions_loss: 351.3109 - logcount_predictions_loss: 0.4892 265/2099 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logits_profile_predictions_loss: 351.2512 - logcount_predictions_loss: 0.4894 272/2099 [==>...........................] - ETA: 4:47 - loss: 358.4364 - logits_profile_predictions_loss: 351.2423 - logcount_predictions_loss: 0.4894 273/2099 [==>...........................] - ETA: 4:47 - loss: 358.4279 - logits_profile_predictions_loss: 351.2336 - logcount_predictions_loss: 0.4894 274/2099 [==>...........................] - ETA: 4:47 - loss: 358.4194 - logits_profile_predictions_loss: 351.2249 - logcount_predictions_loss: 0.4894 275/2099 [==>...........................] - ETA: 4:47 - loss: 358.4112 - logits_profile_predictions_loss: 351.2165 - logcount_predictions_loss: 0.4894 276/2099 [==>...........................] - ETA: 4:47 - loss: 358.4029 - logits_profile_predictions_loss: 351.2080 - logcount_predictions_loss: 0.4895 277/2099 [==>...........................] - ETA: 4:46 - loss: 358.3952 - logits_profile_predictions_loss: 351.2000 - logcount_predictions_loss: 0.4895 278/2099 [==>...........................] - ETA: 4:46 - loss: 358.3876 - logits_profile_predictions_loss: 351.1923 - logcount_predictions_loss: 0.4895 279/2099 [==>...........................] - ETA: 4:46 - loss: 358.3796 - logits_profile_predictions_loss: 351.1841 - logcount_predictions_loss: 0.4895 280/2099 [===>..........................] - ETA: 4:46 - loss: 358.3712 - logits_profile_predictions_loss: 351.1754 - logcount_predictions_loss: 0.4895 281/2099 [===>..........................] - ETA: 4:46 - loss: 358.3635 - logits_profile_predictions_loss: 351.1674 - logcount_predictions_loss: 0.4895 282/2099 [===>..........................] - ETA: 4:46 - loss: 358.3554 - logits_profile_predictions_loss: 351.1590 - logcount_predictions_loss: 0.4895 283/2099 [===>..........................] - ETA: 4:45 - loss: 358.3478 - logits_profile_predictions_loss: 351.1511 - logcount_predictions_loss: 0.4896 284/2099 [===>..........................] - ETA: 4:45 - loss: 358.3408 - 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[===>..........................] - ETA: 4:42 - loss: 358.2032 - logits_profile_predictions_loss: 350.9976 - logcount_predictions_loss: 0.4902 305/2099 [===>..........................] - ETA: 4:42 - loss: 358.1986 - logits_profile_predictions_loss: 350.9925 - logcount_predictions_loss: 0.4902 306/2099 [===>..........................] - ETA: 4:42 - loss: 358.1938 - logits_profile_predictions_loss: 350.9874 - logcount_predictions_loss: 0.4902 307/2099 [===>..........................] - ETA: 4:42 - loss: 358.1890 - logits_profile_predictions_loss: 350.9821 - logcount_predictions_loss: 0.4903 308/2099 [===>..........................] - ETA: 4:41 - loss: 358.1840 - logits_profile_predictions_loss: 350.9767 - logcount_predictions_loss: 0.4903 309/2099 [===>..........................] - ETA: 4:41 - loss: 358.1793 - logits_profile_predictions_loss: 350.9715 - logcount_predictions_loss: 0.4903 310/2099 [===>..........................] - ETA: 4:41 - loss: 358.1746 - 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logits_profile_predictions_loss: 350.8984 - logcount_predictions_loss: 0.4907 324/2099 [===>..........................] - ETA: 4:39 - loss: 358.1066 - logits_profile_predictions_loss: 350.8930 - logcount_predictions_loss: 0.4907 325/2099 [===>..........................] - ETA: 4:39 - loss: 358.1016 - logits_profile_predictions_loss: 350.8876 - logcount_predictions_loss: 0.4907 326/2099 [===>..........................] - ETA: 4:39 - loss: 358.0971 - logits_profile_predictions_loss: 350.8828 - logcount_predictions_loss: 0.4908 327/2099 [===>..........................] - ETA: 4:39 - loss: 358.0926 - logits_profile_predictions_loss: 350.8780 - logcount_predictions_loss: 0.4908 328/2099 [===>..........................] - ETA: 4:38 - loss: 358.0880 - logits_profile_predictions_loss: 350.8730 - logcount_predictions_loss: 0.4908 329/2099 [===>..........................] - ETA: 4:38 - loss: 358.0839 - logits_profile_predictions_loss: 350.8687 - logcount_predictions_loss: 0.4908 330/2099 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logits_profile_predictions_loss: 350.8353 - logcount_predictions_loss: 0.4910 337/2099 [===>..........................] - ETA: 4:37 - loss: 358.0474 - logits_profile_predictions_loss: 350.8300 - logcount_predictions_loss: 0.4910 338/2099 [===>..........................] - ETA: 4:37 - loss: 358.0426 - logits_profile_predictions_loss: 350.8251 - logcount_predictions_loss: 0.4910 339/2099 [===>..........................] - ETA: 4:37 - loss: 358.0378 - logits_profile_predictions_loss: 350.8200 - logcount_predictions_loss: 0.4910 340/2099 [===>..........................] - ETA: 4:36 - loss: 358.0327 - logits_profile_predictions_loss: 350.8147 - logcount_predictions_loss: 0.4910 341/2099 [===>..........................] - ETA: 4:36 - loss: 358.0276 - logits_profile_predictions_loss: 350.8095 - logcount_predictions_loss: 0.4910 342/2099 [===>..........................] - ETA: 4:36 - loss: 358.0231 - logits_profile_predictions_loss: 350.8047 - logcount_predictions_loss: 0.4910 343/2099 [===>..........................] - ETA: 4:36 - loss: 358.0185 - logits_profile_predictions_loss: 350.7998 - logcount_predictions_loss: 0.4911 344/2099 [===>..........................] - ETA: 4:36 - loss: 358.0137 - logits_profile_predictions_loss: 350.7948 - logcount_predictions_loss: 0.4911 345/2099 [===>..........................] - ETA: 4:36 - loss: 358.0090 - logits_profile_predictions_loss: 350.7899 - logcount_predictions_loss: 0.4911 346/2099 [===>..........................] - ETA: 4:36 - loss: 358.0042 - logits_profile_predictions_loss: 350.7849 - logcount_predictions_loss: 0.4911 347/2099 [===>..........................] - ETA: 4:35 - loss: 357.9993 - logits_profile_predictions_loss: 350.7798 - logcount_predictions_loss: 0.4911 348/2099 [===>..........................] - ETA: 4:35 - loss: 357.9945 - logits_profile_predictions_loss: 350.7748 - logcount_predictions_loss: 0.4911 349/2099 [===>..........................] - ETA: 4:35 - loss: 357.9896 - logits_profile_predictions_loss: 350.7697 - logcount_predictions_loss: 0.4911 350/2099 [====>.........................] - ETA: 4:35 - loss: 357.9846 - logits_profile_predictions_loss: 350.7645 - logcount_predictions_loss: 0.4912 351/2099 [====>.........................] - ETA: 4:35 - loss: 357.9801 - logits_profile_predictions_loss: 350.7599 - logcount_predictions_loss: 0.4912 352/2099 [====>.........................] - ETA: 4:35 - loss: 357.9757 - logits_profile_predictions_loss: 350.7552 - logcount_predictions_loss: 0.4912 353/2099 [====>.........................] - ETA: 4:34 - loss: 357.9709 - logits_profile_predictions_loss: 350.7503 - logcount_predictions_loss: 0.4912 354/2099 [====>.........................] - ETA: 4:34 - loss: 357.9660 - logits_profile_predictions_loss: 350.7452 - logcount_predictions_loss: 0.4912 355/2099 [====>.........................] - ETA: 4:34 - loss: 357.9608 - logits_profile_predictions_loss: 350.7399 - logcount_predictions_loss: 0.4912 356/2099 [====>.........................] - ETA: 4:34 - loss: 357.9554 - logits_profile_predictions_loss: 350.7342 - logcount_predictions_loss: 0.4912 357/2099 [====>.........................] - ETA: 4:34 - loss: 357.9498 - logits_profile_predictions_loss: 350.7286 - logcount_predictions_loss: 0.4912 358/2099 [====>.........................] - ETA: 4:34 - loss: 357.9444 - logits_profile_predictions_loss: 350.7230 - logcount_predictions_loss: 0.4912 359/2099 [====>.........................] - ETA: 4:34 - loss: 357.9389 - logits_profile_predictions_loss: 350.7174 - logcount_predictions_loss: 0.4913 360/2099 [====>.........................] - ETA: 4:33 - loss: 357.9333 - logits_profile_predictions_loss: 350.7117 - logcount_predictions_loss: 0.4913 361/2099 [====>.........................] - ETA: 4:33 - loss: 357.9274 - logits_profile_predictions_loss: 350.7057 - logcount_predictions_loss: 0.4913 362/2099 [====>.........................] - ETA: 4:33 - loss: 357.9216 - logits_profile_predictions_loss: 350.6998 - logcount_predictions_loss: 0.4913 363/2099 [====>.........................] - ETA: 4:33 - loss: 357.9161 - logits_profile_predictions_loss: 350.6942 - logcount_predictions_loss: 0.4913 364/2099 [====>.........................] - ETA: 4:33 - loss: 357.9103 - logits_profile_predictions_loss: 350.6883 - logcount_predictions_loss: 0.4913 365/2099 [====>.........................] - ETA: 4:33 - loss: 357.9048 - logits_profile_predictions_loss: 350.6827 - logcount_predictions_loss: 0.4913 366/2099 [====>.........................] - ETA: 4:32 - loss: 357.8993 - logits_profile_predictions_loss: 350.6772 - logcount_predictions_loss: 0.4913 367/2099 [====>.........................] - ETA: 4:32 - loss: 357.8938 - logits_profile_predictions_loss: 350.6715 - logcount_predictions_loss: 0.4913 368/2099 [====>.........................] - ETA: 4:32 - loss: 357.8885 - logits_profile_predictions_loss: 350.6661 - logcount_predictions_loss: 0.4913 369/2099 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[==============================] - ETA: 0s - loss: 356.5331 - logits_profile_predictions_loss: 349.5032 - logcount_predictions_loss: 0.4782 2099/2099 [==============================] - 347s 165ms/step - loss: 356.5329 - logits_profile_predictions_loss: 349.5030 - logcount_predictions_loss: 0.4782 - val_loss: 374.2231 - val_logits_profile_predictions_loss: 366.9601 - val_logcount_predictions_loss: 0.4941 + +Epoch 00003: val_loss improved from 374.73700 to 374.22314, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15/chrombpnet.h5 +Epoch 4/50 + 1/2099 [..............................] - ETA: 8:03 - loss: 346.6150 - logits_profile_predictions_loss: 340.4779 - logcount_predictions_loss: 0.4175 2/2099 [..............................] - ETA: 5:29 - loss: 363.0222 - logits_profile_predictions_loss: 356.1212 - logcount_predictions_loss: 0.4695 3/2099 [..............................] - ETA: 5:28 - loss: 367.8426 - 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[..............................] - ETA: 5:27 - loss: 371.4192 - logits_profile_predictions_loss: 364.3090 - logcount_predictions_loss: 0.4837 11/2099 [..............................] - ETA: 5:27 - loss: 370.5088 - logits_profile_predictions_loss: 363.4039 - logcount_predictions_loss: 0.4833 12/2099 [..............................] - ETA: 5:26 - loss: 370.2556 - logits_profile_predictions_loss: 363.1567 - logcount_predictions_loss: 0.4829 13/2099 [..............................] - ETA: 5:26 - loss: 369.7275 - logits_profile_predictions_loss: 362.6343 - logcount_predictions_loss: 0.4825 14/2099 [..............................] - ETA: 5:26 - loss: 368.9558 - logits_profile_predictions_loss: 361.8737 - logcount_predictions_loss: 0.4818 15/2099 [..............................] - ETA: 5:26 - loss: 368.4849 - logits_profile_predictions_loss: 361.4140 - logcount_predictions_loss: 0.4810 16/2099 [..............................] - ETA: 5:26 - loss: 367.8950 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:22 - loss: 362.5095 - logits_profile_predictions_loss: 355.6105 - logcount_predictions_loss: 0.4693 44/2099 [..............................] - ETA: 5:22 - loss: 362.4189 - logits_profile_predictions_loss: 355.5219 - logcount_predictions_loss: 0.4692 45/2099 [..............................] - ETA: 5:22 - loss: 362.3418 - logits_profile_predictions_loss: 355.4468 - logcount_predictions_loss: 0.4690 46/2099 [..............................] - ETA: 5:22 - loss: 362.2848 - logits_profile_predictions_loss: 355.3921 - logcount_predictions_loss: 0.4689 47/2099 [..............................] - ETA: 5:22 - loss: 362.2302 - logits_profile_predictions_loss: 355.3387 - logcount_predictions_loss: 0.4688 48/2099 [..............................] - ETA: 5:22 - loss: 362.1893 - logits_profile_predictions_loss: 355.2986 - logcount_predictions_loss: 0.4688 49/2099 [..............................] - ETA: 5:21 - loss: 362.1412 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 4:36 - loss: 357.0216 - logits_profile_predictions_loss: 350.2911 - logcount_predictions_loss: 0.4579 344/2099 [===>..........................] - ETA: 4:36 - loss: 357.0142 - logits_profile_predictions_loss: 350.2840 - logcount_predictions_loss: 0.4578 345/2099 [===>..........................] - ETA: 4:35 - loss: 357.0068 - logits_profile_predictions_loss: 350.2770 - logcount_predictions_loss: 0.4578 346/2099 [===>..........................] - ETA: 4:35 - loss: 356.9996 - logits_profile_predictions_loss: 350.2702 - logcount_predictions_loss: 0.4578 347/2099 [===>..........................] - ETA: 4:35 - loss: 356.9927 - logits_profile_predictions_loss: 350.2637 - logcount_predictions_loss: 0.4578 348/2099 [===>..........................] - ETA: 4:35 - loss: 356.9855 - logits_profile_predictions_loss: 350.2569 - logcount_predictions_loss: 0.4577 349/2099 [===>..........................] - ETA: 4:35 - loss: 356.9780 - 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[==============================] - ETA: 0s - loss: 353.2203 - logits_profile_predictions_loss: 346.6886 - logcount_predictions_loss: 0.4443 2099/2099 [==============================] - 346s 165ms/step - loss: 353.2194 - logits_profile_predictions_loss: 346.6878 - logcount_predictions_loss: 0.4443 - val_loss: 370.8596 - val_logits_profile_predictions_loss: 364.1039 - val_logcount_predictions_loss: 0.4596 + +Epoch 00004: val_loss improved from 374.22314 to 370.85956, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15/chrombpnet.h5 +Epoch 5/50 + 1/2099 [..............................] - ETA: 7:35 - loss: 349.3227 - logits_profile_predictions_loss: 343.6198 - logcount_predictions_loss: 0.3880 2/2099 [..............................] - ETA: 6:08 - loss: 343.7279 - logits_profile_predictions_loss: 336.7018 - logcount_predictions_loss: 0.4780 3/2099 [..............................] - ETA: 5:48 - loss: 341.0222 - logits_profile_predictions_loss: 333.9337 - logcount_predictions_loss: 0.4822 4/2099 [..............................] - ETA: 5:41 - loss: 341.3070 - logits_profile_predictions_loss: 334.2203 - logcount_predictions_loss: 0.4821 5/2099 [..............................] - ETA: 5:37 - loss: 342.5137 - logits_profile_predictions_loss: 335.4132 - logcount_predictions_loss: 0.4830 6/2099 [..............................] - ETA: 5:35 - loss: 346.1211 - logits_profile_predictions_loss: 338.9581 - logcount_predictions_loss: 0.4873 7/2099 [..............................] - ETA: 5:33 - loss: 348.5206 - logits_profile_predictions_loss: 341.3403 - logcount_predictions_loss: 0.4885 8/2099 [..............................] - ETA: 5:32 - loss: 350.1318 - logits_profile_predictions_loss: 342.9865 - logcount_predictions_loss: 0.4861 9/2099 [..............................] - ETA: 5:31 - loss: 350.9177 - logits_profile_predictions_loss: 343.7709 - logcount_predictions_loss: 0.4862 10/2099 [..............................] - ETA: 5:31 - loss: 351.2650 - logits_profile_predictions_loss: 344.1067 - logcount_predictions_loss: 0.4870 11/2099 [..............................] - ETA: 5:30 - loss: 351.3741 - logits_profile_predictions_loss: 344.2263 - logcount_predictions_loss: 0.4862 12/2099 [..............................] - ETA: 5:30 - loss: 351.3199 - logits_profile_predictions_loss: 344.1881 - logcount_predictions_loss: 0.4852 13/2099 [..............................] - ETA: 5:29 - loss: 351.4596 - logits_profile_predictions_loss: 344.3337 - logcount_predictions_loss: 0.4848 14/2099 [..............................] - ETA: 5:29 - loss: 351.6062 - logits_profile_predictions_loss: 344.4797 - logcount_predictions_loss: 0.4848 15/2099 [..............................] - ETA: 5:29 - loss: 351.7713 - logits_profile_predictions_loss: 344.6471 - logcount_predictions_loss: 0.4846 16/2099 [..............................] - ETA: 5:28 - loss: 351.8895 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:23 - loss: 349.0138 - logits_profile_predictions_loss: 342.2010 - logcount_predictions_loss: 0.4635 44/2099 [..............................] - ETA: 5:22 - loss: 348.9342 - logits_profile_predictions_loss: 342.1308 - logcount_predictions_loss: 0.4628 45/2099 [..............................] - ETA: 5:22 - loss: 348.8429 - logits_profile_predictions_loss: 342.0487 - logcount_predictions_loss: 0.4622 46/2099 [..............................] - ETA: 5:22 - loss: 348.7449 - logits_profile_predictions_loss: 341.9603 - logcount_predictions_loss: 0.4615 47/2099 [..............................] - ETA: 5:22 - loss: 348.6610 - logits_profile_predictions_loss: 341.8864 - logcount_predictions_loss: 0.4609 48/2099 [..............................] - ETA: 5:22 - loss: 348.5879 - logits_profile_predictions_loss: 341.8223 - logcount_predictions_loss: 0.4602 49/2099 [..............................] - ETA: 5:22 - loss: 348.5114 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 4:38 - loss: 347.3078 - logits_profile_predictions_loss: 340.9743 - logcount_predictions_loss: 0.4309 331/2099 [===>..........................] - ETA: 4:37 - loss: 347.3086 - logits_profile_predictions_loss: 340.9758 - logcount_predictions_loss: 0.4308 332/2099 [===>..........................] - ETA: 4:37 - loss: 347.3093 - logits_profile_predictions_loss: 340.9772 - logcount_predictions_loss: 0.4308 333/2099 [===>..........................] - ETA: 4:37 - loss: 347.3101 - logits_profile_predictions_loss: 340.9786 - logcount_predictions_loss: 0.4307 334/2099 [===>..........................] - ETA: 4:37 - loss: 347.3107 - logits_profile_predictions_loss: 340.9800 - logcount_predictions_loss: 0.4307 335/2099 [===>..........................] - ETA: 4:37 - loss: 347.3117 - logits_profile_predictions_loss: 340.9816 - logcount_predictions_loss: 0.4306 336/2099 [===>..........................] - ETA: 4:37 - loss: 347.3124 - 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[====>.........................] - ETA: 4:25 - loss: 347.3588 - logits_profile_predictions_loss: 341.0669 - logcount_predictions_loss: 0.4280 409/2099 [====>.........................] - ETA: 4:25 - loss: 347.3601 - logits_profile_predictions_loss: 341.0686 - logcount_predictions_loss: 0.4280 410/2099 [====>.........................] - ETA: 4:25 - loss: 347.3615 - logits_profile_predictions_loss: 341.0704 - logcount_predictions_loss: 0.4280 411/2099 [====>.........................] - ETA: 4:25 - loss: 347.3627 - logits_profile_predictions_loss: 341.0720 - logcount_predictions_loss: 0.4279 412/2099 [====>.........................] - ETA: 4:25 - loss: 347.3642 - logits_profile_predictions_loss: 341.0738 - logcount_predictions_loss: 0.4279 413/2099 [====>.........................] - ETA: 4:25 - loss: 347.3655 - logits_profile_predictions_loss: 341.0756 - logcount_predictions_loss: 0.4279 414/2099 [====>.........................] - ETA: 4:25 - loss: 347.3666 - 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[=====>........................] - ETA: 4:23 - loss: 347.3753 - logits_profile_predictions_loss: 341.0883 - logcount_predictions_loss: 0.4277 422/2099 [=====>........................] - ETA: 4:23 - loss: 347.3764 - logits_profile_predictions_loss: 341.0896 - logcount_predictions_loss: 0.4277 423/2099 [=====>........................] - ETA: 4:23 - loss: 347.3775 - logits_profile_predictions_loss: 341.0911 - logcount_predictions_loss: 0.4276 424/2099 [=====>........................] - ETA: 4:23 - loss: 347.3787 - logits_profile_predictions_loss: 341.0927 - logcount_predictions_loss: 0.4276 425/2099 [=====>........................] - ETA: 4:23 - loss: 347.3801 - logits_profile_predictions_loss: 341.0944 - logcount_predictions_loss: 0.4276 426/2099 [=====>........................] - ETA: 4:23 - loss: 347.3815 - logits_profile_predictions_loss: 341.0961 - logcount_predictions_loss: 0.4276 427/2099 [=====>........................] - ETA: 4:22 - loss: 347.3828 - 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[=====>........................] - ETA: 4:21 - loss: 347.3911 - logits_profile_predictions_loss: 341.1085 - logcount_predictions_loss: 0.4274 435/2099 [=====>........................] - ETA: 4:21 - loss: 347.3925 - logits_profile_predictions_loss: 341.1102 - logcount_predictions_loss: 0.4274 436/2099 [=====>........................] - ETA: 4:21 - loss: 347.3941 - logits_profile_predictions_loss: 341.1121 - logcount_predictions_loss: 0.4273 437/2099 [=====>........................] - ETA: 4:21 - loss: 347.3957 - logits_profile_predictions_loss: 341.1140 - logcount_predictions_loss: 0.4273 438/2099 [=====>........................] - ETA: 4:21 - loss: 347.3973 - logits_profile_predictions_loss: 341.1160 - logcount_predictions_loss: 0.4273 439/2099 [=====>........................] - ETA: 4:21 - loss: 347.3990 - logits_profile_predictions_loss: 341.1180 - logcount_predictions_loss: 0.4273 440/2099 [=====>........................] - ETA: 4:20 - loss: 347.4008 - 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[=====>........................] - ETA: 4:19 - loss: 347.4141 - logits_profile_predictions_loss: 341.1358 - logcount_predictions_loss: 0.4271 448/2099 [=====>........................] - ETA: 4:19 - loss: 347.4159 - logits_profile_predictions_loss: 341.1379 - logcount_predictions_loss: 0.4271 449/2099 [=====>........................] - ETA: 4:19 - loss: 347.4177 - logits_profile_predictions_loss: 341.1400 - logcount_predictions_loss: 0.4271 450/2099 [=====>........................] - ETA: 4:19 - loss: 347.4198 - logits_profile_predictions_loss: 341.1424 - logcount_predictions_loss: 0.4270 451/2099 [=====>........................] - ETA: 4:19 - loss: 347.4219 - logits_profile_predictions_loss: 341.1448 - logcount_predictions_loss: 0.4270 452/2099 [=====>........................] - ETA: 4:19 - loss: 347.4239 - logits_profile_predictions_loss: 341.1471 - logcount_predictions_loss: 0.4270 453/2099 [=====>........................] - ETA: 4:18 - loss: 347.4258 - 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[=====>........................] - ETA: 4:17 - loss: 347.4406 - logits_profile_predictions_loss: 341.1661 - logcount_predictions_loss: 0.4268 461/2099 [=====>........................] - ETA: 4:17 - loss: 347.4425 - logits_profile_predictions_loss: 341.1684 - logcount_predictions_loss: 0.4268 462/2099 [=====>........................] - ETA: 4:17 - loss: 347.4446 - logits_profile_predictions_loss: 341.1707 - logcount_predictions_loss: 0.4268 463/2099 [=====>........................] - ETA: 4:17 - loss: 347.4467 - logits_profile_predictions_loss: 341.1732 - logcount_predictions_loss: 0.4268 464/2099 [=====>........................] - ETA: 4:17 - loss: 347.4489 - logits_profile_predictions_loss: 341.1757 - logcount_predictions_loss: 0.4267 465/2099 [=====>........................] - ETA: 4:17 - loss: 347.4510 - logits_profile_predictions_loss: 341.1781 - logcount_predictions_loss: 0.4267 466/2099 [=====>........................] - ETA: 4:16 - loss: 347.4533 - 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[=====>........................] - ETA: 4:15 - loss: 347.4686 - logits_profile_predictions_loss: 341.1981 - logcount_predictions_loss: 0.4266 474/2099 [=====>........................] - ETA: 4:15 - loss: 347.4705 - logits_profile_predictions_loss: 341.2003 - logcount_predictions_loss: 0.4265 475/2099 [=====>........................] - ETA: 4:15 - loss: 347.4724 - logits_profile_predictions_loss: 341.2025 - logcount_predictions_loss: 0.4265 476/2099 [=====>........................] - ETA: 4:15 - loss: 347.4743 - logits_profile_predictions_loss: 341.2047 - logcount_predictions_loss: 0.4265 477/2099 [=====>........................] - ETA: 4:15 - loss: 347.4762 - logits_profile_predictions_loss: 341.2069 - logcount_predictions_loss: 0.4265 478/2099 [=====>........................] - ETA: 4:15 - loss: 347.4781 - logits_profile_predictions_loss: 341.2091 - logcount_predictions_loss: 0.4265 479/2099 [=====>........................] - ETA: 4:14 - loss: 347.4799 - 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[==============================] - ETA: 0s - loss: 348.2284 - logits_profile_predictions_loss: 342.0846 - logcount_predictions_loss: 0.4180 2099/2099 [==============================] - 346s 165ms/step - loss: 348.2285 - logits_profile_predictions_loss: 342.0846 - logcount_predictions_loss: 0.4179 - val_loss: 370.0402 - val_logits_profile_predictions_loss: 363.7567 - val_logcount_predictions_loss: 0.4274 + +Epoch 00005: val_loss improved from 370.85956 to 370.04016, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15/chrombpnet.h5 +Epoch 6/50 + 1/2099 [..............................] - ETA: 8:14 - loss: 330.2078 - logits_profile_predictions_loss: 326.7903 - logcount_predictions_loss: 0.2325 2/2099 [..............................] - ETA: 6:05 - loss: 332.4606 - logits_profile_predictions_loss: 328.3276 - logcount_predictions_loss: 0.2812 3/2099 [..............................] - ETA: 5:46 - loss: 331.5036 - logits_profile_predictions_loss: 327.1813 - logcount_predictions_loss: 0.2940 4/2099 [..............................] - ETA: 5:39 - loss: 331.0720 - logits_profile_predictions_loss: 326.4936 - logcount_predictions_loss: 0.3115 5/2099 [..............................] - ETA: 5:36 - loss: 331.3378 - logits_profile_predictions_loss: 326.5751 - logcount_predictions_loss: 0.3240 6/2099 [..............................] - ETA: 5:34 - loss: 332.2168 - logits_profile_predictions_loss: 327.2995 - logcount_predictions_loss: 0.3345 7/2099 [..............................] - ETA: 5:33 - loss: 332.5063 - logits_profile_predictions_loss: 327.4857 - logcount_predictions_loss: 0.3415 8/2099 [..............................] - ETA: 5:32 - loss: 333.3012 - logits_profile_predictions_loss: 328.2194 - logcount_predictions_loss: 0.3457 9/2099 [..............................] - ETA: 5:31 - loss: 333.8302 - logits_profile_predictions_loss: 328.6997 - logcount_predictions_loss: 0.3490 10/2099 [..............................] - ETA: 5:30 - loss: 334.7099 - logits_profile_predictions_loss: 329.5421 - logcount_predictions_loss: 0.3515 11/2099 [..............................] - ETA: 5:30 - loss: 335.7267 - logits_profile_predictions_loss: 330.5392 - logcount_predictions_loss: 0.3529 12/2099 [..............................] - ETA: 5:29 - loss: 336.2976 - logits_profile_predictions_loss: 331.0829 - logcount_predictions_loss: 0.3547 13/2099 [..............................] - ETA: 5:29 - loss: 336.6368 - logits_profile_predictions_loss: 331.3937 - logcount_predictions_loss: 0.3567 14/2099 [..............................] - ETA: 5:29 - loss: 336.9995 - logits_profile_predictions_loss: 331.7394 - logcount_predictions_loss: 0.3578 15/2099 [..............................] - ETA: 5:28 - loss: 337.3007 - logits_profile_predictions_loss: 332.0260 - logcount_predictions_loss: 0.3588 16/2099 [..............................] - ETA: 5:28 - loss: 337.6381 - logits_profile_predictions_loss: 332.3416 - logcount_predictions_loss: 0.3603 17/2099 [..............................] - ETA: 5:28 - loss: 337.8543 - logits_profile_predictions_loss: 332.5410 - logcount_predictions_loss: 0.3615 18/2099 [..............................] - ETA: 5:27 - loss: 337.9126 - logits_profile_predictions_loss: 332.5866 - logcount_predictions_loss: 0.3623 19/2099 [..............................] - ETA: 5:27 - loss: 337.9337 - logits_profile_predictions_loss: 332.5984 - logcount_predictions_loss: 0.3629 20/2099 [..............................] - ETA: 5:27 - loss: 337.9851 - logits_profile_predictions_loss: 332.6412 - logcount_predictions_loss: 0.3635 21/2099 [..............................] - ETA: 5:27 - loss: 338.0892 - logits_profile_predictions_loss: 332.7372 - logcount_predictions_loss: 0.3641 22/2099 [..............................] - ETA: 5:26 - loss: 338.3244 - logits_profile_predictions_loss: 332.9684 - logcount_predictions_loss: 0.3644 23/2099 [..............................] - ETA: 5:26 - 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[..............................] - ETA: 5:22 - loss: 341.8085 - logits_profile_predictions_loss: 336.2788 - logcount_predictions_loss: 0.3762 44/2099 [..............................] - ETA: 5:22 - loss: 341.9033 - logits_profile_predictions_loss: 336.3690 - logcount_predictions_loss: 0.3765 45/2099 [..............................] - ETA: 5:22 - loss: 342.0197 - logits_profile_predictions_loss: 336.4811 - logcount_predictions_loss: 0.3768 46/2099 [..............................] - ETA: 5:22 - loss: 342.1094 - logits_profile_predictions_loss: 336.5673 - logcount_predictions_loss: 0.3770 47/2099 [..............................] - ETA: 5:22 - loss: 342.2003 - logits_profile_predictions_loss: 336.6549 - logcount_predictions_loss: 0.3772 48/2099 [..............................] - ETA: 5:22 - loss: 342.2760 - logits_profile_predictions_loss: 336.7281 - logcount_predictions_loss: 0.3774 49/2099 [..............................] - ETA: 5:21 - loss: 342.3533 - logits_profile_predictions_loss: 336.8029 - logcount_predictions_loss: 0.3776 50/2099 [..............................] - ETA: 5:21 - loss: 342.4147 - logits_profile_predictions_loss: 336.8618 - logcount_predictions_loss: 0.3777 51/2099 [..............................] - ETA: 5:21 - loss: 342.4688 - logits_profile_predictions_loss: 336.9140 - logcount_predictions_loss: 0.3779 52/2099 [..............................] - ETA: 5:21 - loss: 342.5286 - logits_profile_predictions_loss: 336.9717 - logcount_predictions_loss: 0.3780 53/2099 [..............................] - ETA: 5:21 - loss: 342.5862 - logits_profile_predictions_loss: 337.0276 - logcount_predictions_loss: 0.3781 54/2099 [..............................] - ETA: 5:21 - loss: 342.6617 - logits_profile_predictions_loss: 337.1012 - logcount_predictions_loss: 0.3783 55/2099 [..............................] - ETA: 5:20 - loss: 342.7345 - logits_profile_predictions_loss: 337.1721 - logcount_predictions_loss: 0.3784 56/2099 [..............................] - ETA: 5:20 - 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logits_profile_predictions_loss: 338.0015 - logcount_predictions_loss: 0.3800 70/2099 [>.............................] - ETA: 5:18 - loss: 343.6467 - logits_profile_predictions_loss: 338.0588 - logcount_predictions_loss: 0.3801 71/2099 [>.............................] - ETA: 5:18 - loss: 343.6976 - logits_profile_predictions_loss: 338.1077 - logcount_predictions_loss: 0.3803 72/2099 [>.............................] - ETA: 5:18 - loss: 343.7447 - logits_profile_predictions_loss: 338.1526 - logcount_predictions_loss: 0.3804 73/2099 [>.............................] - ETA: 5:18 - loss: 343.7823 - logits_profile_predictions_loss: 338.1882 - logcount_predictions_loss: 0.3805 74/2099 [>.............................] - ETA: 5:17 - loss: 343.8227 - logits_profile_predictions_loss: 338.2260 - logcount_predictions_loss: 0.3807 75/2099 [>.............................] - ETA: 5:17 - loss: 343.8604 - logits_profile_predictions_loss: 338.2611 - logcount_predictions_loss: 0.3809 76/2099 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338.4995 - logcount_predictions_loss: 0.3822 83/2099 [>.............................] - ETA: 5:16 - loss: 344.1606 - logits_profile_predictions_loss: 338.5401 - logcount_predictions_loss: 0.3823 84/2099 [>.............................] - ETA: 5:16 - loss: 344.2051 - logits_profile_predictions_loss: 338.5822 - logcount_predictions_loss: 0.3825 85/2099 [>.............................] - ETA: 5:16 - loss: 344.2466 - logits_profile_predictions_loss: 338.6213 - logcount_predictions_loss: 0.3827 86/2099 [>.............................] - ETA: 5:15 - loss: 344.2869 - logits_profile_predictions_loss: 338.6594 - logcount_predictions_loss: 0.3828 87/2099 [>.............................] - ETA: 5:15 - loss: 344.3227 - logits_profile_predictions_loss: 338.6933 - logcount_predictions_loss: 0.3830 88/2099 [>.............................] - ETA: 5:15 - loss: 344.3569 - logits_profile_predictions_loss: 338.7255 - logcount_predictions_loss: 0.3831 89/2099 [>.............................] - ETA: 5:15 - 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2053/2099 [============================>.] - ETA: 7s - loss: 345.7741 - logits_profile_predictions_loss: 340.0335 - logcount_predictions_loss: 0.3905 2054/2099 [============================>.] - ETA: 7s - loss: 345.7739 - logits_profile_predictions_loss: 340.0333 - logcount_predictions_loss: 0.3905 2055/2099 [============================>.] - ETA: 6s - loss: 345.7738 - logits_profile_predictions_loss: 340.0331 - logcount_predictions_loss: 0.3905 2056/2099 [============================>.] - ETA: 6s - loss: 345.7736 - logits_profile_predictions_loss: 340.0329 - logcount_predictions_loss: 0.3905 2057/2099 [============================>.] - ETA: 6s - loss: 345.7734 - logits_profile_predictions_loss: 340.0327 - logcount_predictions_loss: 0.3905 2058/2099 [============================>.] - ETA: 6s - loss: 345.7732 - logits_profile_predictions_loss: 340.0325 - logcount_predictions_loss: 0.3905 2059/2099 [============================>.] - ETA: 6s - loss: 345.7730 - 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[============================>.] - ETA: 5s - loss: 345.7718 - logits_profile_predictions_loss: 340.0310 - logcount_predictions_loss: 0.3905 2067/2099 [============================>.] - ETA: 5s - loss: 345.7716 - logits_profile_predictions_loss: 340.0308 - logcount_predictions_loss: 0.3905 2068/2099 [============================>.] - ETA: 4s - loss: 345.7714 - logits_profile_predictions_loss: 340.0306 - logcount_predictions_loss: 0.3905 2069/2099 [============================>.] - ETA: 4s - loss: 345.7713 - logits_profile_predictions_loss: 340.0304 - logcount_predictions_loss: 0.3905 2070/2099 [============================>.] - ETA: 4s - loss: 345.7711 - logits_profile_predictions_loss: 340.0302 - logcount_predictions_loss: 0.3905 2071/2099 [============================>.] - ETA: 4s - loss: 345.7709 - logits_profile_predictions_loss: 340.0300 - logcount_predictions_loss: 0.3905 2072/2099 [============================>.] - ETA: 4s - loss: 345.7708 - logits_profile_predictions_loss: 340.0298 - logcount_predictions_loss: 0.3905 2073/2099 [============================>.] - ETA: 4s - loss: 345.7706 - logits_profile_predictions_loss: 340.0296 - logcount_predictions_loss: 0.3905 2074/2099 [============================>.] - ETA: 3s - loss: 345.7704 - logits_profile_predictions_loss: 340.0295 - logcount_predictions_loss: 0.3905 2075/2099 [============================>.] - ETA: 3s - loss: 345.7703 - logits_profile_predictions_loss: 340.0293 - logcount_predictions_loss: 0.3905 2076/2099 [============================>.] - ETA: 3s - loss: 345.7701 - logits_profile_predictions_loss: 340.0291 - logcount_predictions_loss: 0.3905 2077/2099 [============================>.] - ETA: 3s - loss: 345.7699 - logits_profile_predictions_loss: 340.0289 - logcount_predictions_loss: 0.3905 2078/2099 [============================>.] - ETA: 3s - loss: 345.7698 - logits_profile_predictions_loss: 340.0287 - logcount_predictions_loss: 0.3905 2079/2099 [============================>.] - ETA: 3s - loss: 345.7696 - logits_profile_predictions_loss: 340.0286 - logcount_predictions_loss: 0.3905 2080/2099 [============================>.] - ETA: 2s - loss: 345.7695 - logits_profile_predictions_loss: 340.0284 - logcount_predictions_loss: 0.3905 2081/2099 [============================>.] - ETA: 2s - loss: 345.7693 - logits_profile_predictions_loss: 340.0282 - logcount_predictions_loss: 0.3905 2082/2099 [============================>.] - ETA: 2s - loss: 345.7692 - logits_profile_predictions_loss: 340.0281 - logcount_predictions_loss: 0.3905 2083/2099 [============================>.] - ETA: 2s - loss: 345.7690 - logits_profile_predictions_loss: 340.0279 - logcount_predictions_loss: 0.3905 2084/2099 [============================>.] - ETA: 2s - loss: 345.7689 - logits_profile_predictions_loss: 340.0277 - logcount_predictions_loss: 0.3905 2085/2099 [============================>.] - ETA: 2s - loss: 345.7688 - logits_profile_predictions_loss: 340.0276 - logcount_predictions_loss: 0.3905 2086/2099 [============================>.] - ETA: 2s - loss: 345.7686 - logits_profile_predictions_loss: 340.0274 - logcount_predictions_loss: 0.3906 2087/2099 [============================>.] - ETA: 1s - loss: 345.7685 - logits_profile_predictions_loss: 340.0272 - logcount_predictions_loss: 0.3906 2088/2099 [============================>.] - ETA: 1s - loss: 345.7683 - logits_profile_predictions_loss: 340.0271 - logcount_predictions_loss: 0.3906 2089/2099 [============================>.] - ETA: 1s - loss: 345.7681 - logits_profile_predictions_loss: 340.0269 - logcount_predictions_loss: 0.3906 2090/2099 [============================>.] - ETA: 1s - loss: 345.7680 - logits_profile_predictions_loss: 340.0267 - logcount_predictions_loss: 0.3906 2091/2099 [============================>.] - ETA: 1s - loss: 345.7678 - logits_profile_predictions_loss: 340.0265 - logcount_predictions_loss: 0.3906 2092/2099 [============================>.] - ETA: 1s - loss: 345.7677 - logits_profile_predictions_loss: 340.0264 - logcount_predictions_loss: 0.3906 2093/2099 [============================>.] - ETA: 0s - loss: 345.7675 - logits_profile_predictions_loss: 340.0262 - logcount_predictions_loss: 0.3906 2094/2099 [============================>.] - ETA: 0s - loss: 345.7674 - logits_profile_predictions_loss: 340.0260 - logcount_predictions_loss: 0.3906 2095/2099 [============================>.] - ETA: 0s - loss: 345.7672 - logits_profile_predictions_loss: 340.0258 - logcount_predictions_loss: 0.3906 2096/2099 [============================>.] - ETA: 0s - loss: 345.7671 - logits_profile_predictions_loss: 340.0257 - logcount_predictions_loss: 0.3906 2097/2099 [============================>.] - ETA: 0s - loss: 345.7669 - logits_profile_predictions_loss: 340.0255 - logcount_predictions_loss: 0.3906 2098/2099 [============================>.] - ETA: 0s - loss: 345.7667 - logits_profile_predictions_loss: 340.0253 - logcount_predictions_loss: 0.3906 2099/2099 [==============================] - ETA: 0s - loss: 345.7666 - logits_profile_predictions_loss: 340.0251 - logcount_predictions_loss: 0.3906 2099/2099 [==============================] - 346s 165ms/step - loss: 345.7664 - logits_profile_predictions_loss: 340.0249 - logcount_predictions_loss: 0.3906 - val_loss: 370.7688 - val_logits_profile_predictions_loss: 364.3234 - val_logcount_predictions_loss: 0.4385 + +Epoch 00006: val_loss did not improve from 370.04016 +Epoch 7/50 + 1/2099 [..............................] - ETA: 8:09 - loss: 359.2586 - logits_profile_predictions_loss: 353.9030 - logcount_predictions_loss: 0.3643 2/2099 [..............................] - ETA: 6:06 - loss: 348.2139 - logits_profile_predictions_loss: 342.6649 - logcount_predictions_loss: 0.3775 3/2099 [..............................] - ETA: 5:45 - loss: 344.1110 - logits_profile_predictions_loss: 338.6830 - logcount_predictions_loss: 0.3693 4/2099 [..............................] - ETA: 5:39 - loss: 344.5231 - logits_profile_predictions_loss: 339.0726 - logcount_predictions_loss: 0.3708 5/2099 [..............................] - ETA: 5:36 - loss: 346.5985 - logits_profile_predictions_loss: 341.1267 - logcount_predictions_loss: 0.3722 6/2099 [..............................] - ETA: 5:34 - loss: 348.0673 - logits_profile_predictions_loss: 342.5990 - logcount_predictions_loss: 0.3720 7/2099 [..............................] - ETA: 5:33 - loss: 349.0030 - logits_profile_predictions_loss: 343.5444 - logcount_predictions_loss: 0.3713 8/2099 [..............................] - ETA: 5:32 - loss: 350.0934 - logits_profile_predictions_loss: 344.6355 - logcount_predictions_loss: 0.3713 9/2099 [..............................] - ETA: 5:31 - loss: 350.8165 - logits_profile_predictions_loss: 345.3630 - logcount_predictions_loss: 0.3710 10/2099 [..............................] - ETA: 5:31 - loss: 351.5078 - logits_profile_predictions_loss: 346.0400 - logcount_predictions_loss: 0.3720 11/2099 [..............................] - ETA: 5:30 - loss: 351.8593 - logits_profile_predictions_loss: 346.3872 - logcount_predictions_loss: 0.3722 12/2099 [..............................] - ETA: 5:30 - loss: 352.1776 - logits_profile_predictions_loss: 346.7128 - logcount_predictions_loss: 0.3718 13/2099 [..............................] - ETA: 5:29 - loss: 352.2840 - logits_profile_predictions_loss: 346.8318 - logcount_predictions_loss: 0.3709 14/2099 [..............................] - ETA: 5:29 - loss: 352.3237 - logits_profile_predictions_loss: 346.8883 - logcount_predictions_loss: 0.3698 15/2099 [..............................] - ETA: 5:29 - loss: 352.2564 - logits_profile_predictions_loss: 346.8370 - logcount_predictions_loss: 0.3687 16/2099 [..............................] - ETA: 5:28 - loss: 352.2023 - logits_profile_predictions_loss: 346.7982 - logcount_predictions_loss: 0.3676 17/2099 [..............................] - ETA: 5:28 - loss: 352.0709 - logits_profile_predictions_loss: 346.6856 - logcount_predictions_loss: 0.3664 18/2099 [..............................] - ETA: 5:28 - loss: 351.9486 - logits_profile_predictions_loss: 346.5778 - logcount_predictions_loss: 0.3654 19/2099 [..............................] - ETA: 5:27 - loss: 351.8198 - logits_profile_predictions_loss: 346.4640 - logcount_predictions_loss: 0.3643 20/2099 [..............................] - ETA: 5:27 - loss: 351.6477 - logits_profile_predictions_loss: 346.3022 - logcount_predictions_loss: 0.3636 21/2099 [..............................] - ETA: 5:27 - loss: 351.4286 - logits_profile_predictions_loss: 346.0930 - logcount_predictions_loss: 0.3630 22/2099 [..............................] - ETA: 5:27 - loss: 351.1759 - logits_profile_predictions_loss: 345.8482 - logcount_predictions_loss: 0.3624 23/2099 [..............................] - ETA: 5:26 - loss: 350.9046 - logits_profile_predictions_loss: 345.5810 - logcount_predictions_loss: 0.3621 24/2099 [..............................] - ETA: 5:26 - loss: 350.6060 - logits_profile_predictions_loss: 345.2839 - logcount_predictions_loss: 0.3620 25/2099 [..............................] - ETA: 5:26 - loss: 350.2976 - logits_profile_predictions_loss: 344.9763 - logcount_predictions_loss: 0.3620 26/2099 [..............................] - ETA: 5:26 - loss: 350.0476 - logits_profile_predictions_loss: 344.7251 - logcount_predictions_loss: 0.3621 27/2099 [..............................] - ETA: 5:26 - loss: 349.8255 - logits_profile_predictions_loss: 344.5016 - logcount_predictions_loss: 0.3622 28/2099 [..............................] - ETA: 5:25 - loss: 349.6592 - logits_profile_predictions_loss: 344.3325 - logcount_predictions_loss: 0.3624 29/2099 [..............................] - ETA: 5:25 - loss: 349.5562 - logits_profile_predictions_loss: 344.2271 - logcount_predictions_loss: 0.3625 30/2099 [..............................] - ETA: 5:25 - loss: 349.5028 - logits_profile_predictions_loss: 344.1702 - logcount_predictions_loss: 0.3628 31/2099 [..............................] - ETA: 5:25 - loss: 349.4676 - logits_profile_predictions_loss: 344.1307 - logcount_predictions_loss: 0.3631 32/2099 [..............................] - ETA: 5:25 - loss: 349.4367 - logits_profile_predictions_loss: 344.0962 - logcount_predictions_loss: 0.3633 33/2099 [..............................] - ETA: 5:24 - loss: 349.4264 - logits_profile_predictions_loss: 344.0824 - logcount_predictions_loss: 0.3635 34/2099 [..............................] - ETA: 5:24 - loss: 349.4025 - logits_profile_predictions_loss: 344.0564 - logcount_predictions_loss: 0.3637 35/2099 [..............................] - ETA: 5:24 - loss: 349.3989 - logits_profile_predictions_loss: 344.0514 - logcount_predictions_loss: 0.3638 36/2099 [..............................] - ETA: 5:24 - loss: 349.4176 - logits_profile_predictions_loss: 344.0684 - logcount_predictions_loss: 0.3639 37/2099 [..............................] - ETA: 5:24 - loss: 349.4303 - logits_profile_predictions_loss: 344.0788 - logcount_predictions_loss: 0.3640 38/2099 [..............................] - ETA: 5:24 - loss: 349.4276 - logits_profile_predictions_loss: 344.0740 - logcount_predictions_loss: 0.3642 39/2099 [..............................] - ETA: 5:23 - loss: 349.4048 - logits_profile_predictions_loss: 344.0499 - logcount_predictions_loss: 0.3643 40/2099 [..............................] - ETA: 5:23 - loss: 349.3867 - logits_profile_predictions_loss: 344.0304 - logcount_predictions_loss: 0.3644 41/2099 [..............................] - ETA: 5:23 - loss: 349.3664 - logits_profile_predictions_loss: 344.0077 - logcount_predictions_loss: 0.3645 42/2099 [..............................] - ETA: 5:23 - loss: 349.3339 - logits_profile_predictions_loss: 343.9733 - logcount_predictions_loss: 0.3647 43/2099 [..............................] - ETA: 5:23 - loss: 349.3122 - logits_profile_predictions_loss: 343.9507 - logcount_predictions_loss: 0.3647 44/2099 [..............................] - ETA: 5:22 - loss: 349.3047 - logits_profile_predictions_loss: 343.9424 - logcount_predictions_loss: 0.3648 45/2099 [..............................] - ETA: 5:22 - loss: 349.3067 - logits_profile_predictions_loss: 343.9427 - logcount_predictions_loss: 0.3649 46/2099 [..............................] - ETA: 5:22 - loss: 349.3124 - logits_profile_predictions_loss: 343.9472 - logcount_predictions_loss: 0.3650 47/2099 [..............................] - ETA: 5:22 - loss: 349.3178 - logits_profile_predictions_loss: 343.9507 - logcount_predictions_loss: 0.3651 48/2099 [..............................] - ETA: 5:22 - loss: 349.3240 - logits_profile_predictions_loss: 343.9553 - logcount_predictions_loss: 0.3652 49/2099 [..............................] - ETA: 5:22 - loss: 349.3337 - logits_profile_predictions_loss: 343.9625 - logcount_predictions_loss: 0.3654 50/2099 [..............................] - ETA: 5:21 - loss: 349.3441 - logits_profile_predictions_loss: 343.9708 - logcount_predictions_loss: 0.3655 51/2099 [..............................] - ETA: 5:21 - loss: 349.3453 - logits_profile_predictions_loss: 343.9697 - logcount_predictions_loss: 0.3657 52/2099 [..............................] - ETA: 5:21 - loss: 349.3477 - logits_profile_predictions_loss: 343.9701 - logcount_predictions_loss: 0.3658 53/2099 [..............................] - ETA: 5:21 - loss: 349.3400 - logits_profile_predictions_loss: 343.9605 - logcount_predictions_loss: 0.3660 54/2099 [..............................] - ETA: 5:21 - loss: 349.3306 - logits_profile_predictions_loss: 343.9495 - logcount_predictions_loss: 0.3661 55/2099 [..............................] - ETA: 5:21 - loss: 349.3210 - logits_profile_predictions_loss: 343.9379 - logcount_predictions_loss: 0.3662 56/2099 [..............................] - ETA: 5:20 - loss: 349.3002 - logits_profile_predictions_loss: 343.9149 - logcount_predictions_loss: 0.3663 57/2099 [..............................] - ETA: 5:20 - 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[====>.........................] - ETA: 4:29 - loss: 345.7057 - logits_profile_predictions_loss: 340.1514 - logcount_predictions_loss: 0.3778 384/2099 [====>.........................] - ETA: 4:29 - loss: 345.7026 - logits_profile_predictions_loss: 340.1484 - logcount_predictions_loss: 0.3778 385/2099 [====>.........................] - ETA: 4:29 - loss: 345.6994 - logits_profile_predictions_loss: 340.1450 - logcount_predictions_loss: 0.3778 386/2099 [====>.........................] - ETA: 4:29 - loss: 345.6962 - logits_profile_predictions_loss: 340.1418 - logcount_predictions_loss: 0.3779 387/2099 [====>.........................] - ETA: 4:29 - loss: 345.6932 - logits_profile_predictions_loss: 340.1388 - logcount_predictions_loss: 0.3779 388/2099 [====>.........................] - ETA: 4:29 - loss: 345.6901 - logits_profile_predictions_loss: 340.1357 - logcount_predictions_loss: 0.3779 389/2099 [====>.........................] - ETA: 4:28 - loss: 345.6873 - 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[====>.........................] - ETA: 4:27 - loss: 345.6676 - logits_profile_predictions_loss: 340.1128 - logcount_predictions_loss: 0.3779 397/2099 [====>.........................] - ETA: 4:27 - loss: 345.6649 - logits_profile_predictions_loss: 340.1101 - logcount_predictions_loss: 0.3779 398/2099 [====>.........................] - ETA: 4:27 - loss: 345.6621 - logits_profile_predictions_loss: 340.1073 - logcount_predictions_loss: 0.3779 399/2099 [====>.........................] - ETA: 4:27 - loss: 345.6596 - logits_profile_predictions_loss: 340.1048 - logcount_predictions_loss: 0.3779 400/2099 [====>.........................] - ETA: 4:27 - loss: 345.6570 - logits_profile_predictions_loss: 340.1021 - logcount_predictions_loss: 0.3779 401/2099 [====>.........................] - ETA: 4:27 - loss: 345.6543 - logits_profile_predictions_loss: 340.0994 - logcount_predictions_loss: 0.3779 402/2099 [====>.........................] - ETA: 4:26 - loss: 345.6514 - 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[====>.........................] - ETA: 4:25 - loss: 345.6287 - logits_profile_predictions_loss: 340.0738 - logcount_predictions_loss: 0.3779 410/2099 [====>.........................] - ETA: 4:25 - loss: 345.6247 - logits_profile_predictions_loss: 340.0698 - logcount_predictions_loss: 0.3779 411/2099 [====>.........................] - ETA: 4:25 - loss: 345.6205 - logits_profile_predictions_loss: 340.0656 - logcount_predictions_loss: 0.3779 412/2099 [====>.........................] - ETA: 4:25 - loss: 345.6164 - logits_profile_predictions_loss: 340.0616 - logcount_predictions_loss: 0.3779 413/2099 [====>.........................] - ETA: 4:25 - loss: 345.6122 - logits_profile_predictions_loss: 340.0574 - logcount_predictions_loss: 0.3779 414/2099 [====>.........................] - ETA: 4:25 - loss: 345.6082 - logits_profile_predictions_loss: 340.0534 - logcount_predictions_loss: 0.3779 415/2099 [====>.........................] - ETA: 4:24 - loss: 345.6044 - 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[=====>........................] - ETA: 4:23 - loss: 345.5785 - logits_profile_predictions_loss: 340.0243 - logcount_predictions_loss: 0.3778 423/2099 [=====>........................] - ETA: 4:23 - loss: 345.5751 - logits_profile_predictions_loss: 340.0209 - logcount_predictions_loss: 0.3778 424/2099 [=====>........................] - ETA: 4:23 - loss: 345.5717 - logits_profile_predictions_loss: 340.0176 - logcount_predictions_loss: 0.3778 425/2099 [=====>........................] - ETA: 4:23 - loss: 345.5685 - logits_profile_predictions_loss: 340.0144 - logcount_predictions_loss: 0.3778 426/2099 [=====>........................] - ETA: 4:23 - loss: 345.5652 - logits_profile_predictions_loss: 340.0111 - logcount_predictions_loss: 0.3778 427/2099 [=====>........................] - ETA: 4:22 - loss: 345.5618 - logits_profile_predictions_loss: 340.0078 - logcount_predictions_loss: 0.3778 428/2099 [=====>........................] - ETA: 4:22 - loss: 345.5586 - 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[=====>........................] - ETA: 4:21 - loss: 345.5343 - logits_profile_predictions_loss: 339.9807 - logcount_predictions_loss: 0.3778 436/2099 [=====>........................] - ETA: 4:21 - loss: 345.5310 - logits_profile_predictions_loss: 339.9775 - logcount_predictions_loss: 0.3778 437/2099 [=====>........................] - ETA: 4:21 - loss: 345.5276 - logits_profile_predictions_loss: 339.9741 - logcount_predictions_loss: 0.3778 438/2099 [=====>........................] - ETA: 4:21 - loss: 345.5241 - logits_profile_predictions_loss: 339.9706 - logcount_predictions_loss: 0.3778 439/2099 [=====>........................] - ETA: 4:21 - loss: 345.5205 - logits_profile_predictions_loss: 339.9671 - logcount_predictions_loss: 0.3778 440/2099 [=====>........................] - ETA: 4:20 - loss: 345.5171 - logits_profile_predictions_loss: 339.9637 - logcount_predictions_loss: 0.3778 441/2099 [=====>........................] - ETA: 4:20 - loss: 345.5136 - 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[=====>........................] - ETA: 4:19 - loss: 345.4924 - logits_profile_predictions_loss: 339.9392 - logcount_predictions_loss: 0.3778 449/2099 [=====>........................] - ETA: 4:19 - loss: 345.4894 - logits_profile_predictions_loss: 339.9362 - logcount_predictions_loss: 0.3778 450/2099 [=====>........................] - ETA: 4:19 - loss: 345.4866 - logits_profile_predictions_loss: 339.9334 - logcount_predictions_loss: 0.3778 451/2099 [=====>........................] - ETA: 4:19 - loss: 345.4839 - logits_profile_predictions_loss: 339.9307 - logcount_predictions_loss: 0.3778 452/2099 [=====>........................] - ETA: 4:19 - loss: 345.4814 - logits_profile_predictions_loss: 339.9282 - logcount_predictions_loss: 0.3778 453/2099 [=====>........................] - ETA: 4:18 - loss: 345.4788 - logits_profile_predictions_loss: 339.9256 - logcount_predictions_loss: 0.3778 454/2099 [=====>........................] - ETA: 4:18 - loss: 345.4761 - 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[============================>.] - ETA: 5s - loss: 343.9219 - logits_profile_predictions_loss: 338.4065 - logcount_predictions_loss: 0.3752 2068/2099 [============================>.] - ETA: 4s - loss: 343.9214 - logits_profile_predictions_loss: 338.4060 - logcount_predictions_loss: 0.3752 2069/2099 [============================>.] - ETA: 4s - loss: 343.9209 - logits_profile_predictions_loss: 338.4055 - logcount_predictions_loss: 0.3752 2070/2099 [============================>.] - ETA: 4s - loss: 343.9204 - logits_profile_predictions_loss: 338.4050 - logcount_predictions_loss: 0.3752 2071/2099 [============================>.] - ETA: 4s - loss: 343.9199 - logits_profile_predictions_loss: 338.4045 - logcount_predictions_loss: 0.3752 2072/2099 [============================>.] - ETA: 4s - loss: 343.9194 - logits_profile_predictions_loss: 338.4041 - logcount_predictions_loss: 0.3752 2073/2099 [============================>.] - ETA: 4s - loss: 343.9190 - logits_profile_predictions_loss: 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[==============================] - 346s 165ms/step - loss: 343.9060 - logits_profile_predictions_loss: 338.3907 - logcount_predictions_loss: 0.3752 - val_loss: 368.7890 - val_logits_profile_predictions_loss: 362.6721 - val_logcount_predictions_loss: 0.4161 + +Epoch 00007: val_loss improved from 370.04016 to 368.78903, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15/chrombpnet.h5 +Epoch 8/50 + 1/2099 [..............................] - ETA: 7:36 - loss: 299.9958 - logits_profile_predictions_loss: 296.8539 - logcount_predictions_loss: 0.2137 2/2099 [..............................] - ETA: 5:27 - loss: 310.8290 - logits_profile_predictions_loss: 307.0634 - logcount_predictions_loss: 0.2562 3/2099 [..............................] - ETA: 5:28 - loss: 315.0585 - logits_profile_predictions_loss: 311.0510 - logcount_predictions_loss: 0.2726 4/2099 [..............................] - ETA: 5:27 - loss: 317.9681 - 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[..............................] - ETA: 5:26 - loss: 326.5558 - logits_profile_predictions_loss: 321.9392 - logcount_predictions_loss: 0.3141 12/2099 [..............................] - ETA: 5:26 - loss: 326.9086 - logits_profile_predictions_loss: 322.2691 - logcount_predictions_loss: 0.3156 13/2099 [..............................] - ETA: 5:26 - loss: 327.4742 - logits_profile_predictions_loss: 322.8133 - logcount_predictions_loss: 0.3171 14/2099 [..............................] - ETA: 5:26 - loss: 328.0797 - logits_profile_predictions_loss: 323.3968 - logcount_predictions_loss: 0.3186 15/2099 [..............................] - ETA: 5:26 - loss: 328.7108 - logits_profile_predictions_loss: 324.0046 - logcount_predictions_loss: 0.3201 16/2099 [..............................] - ETA: 5:25 - loss: 329.2302 - logits_profile_predictions_loss: 324.4953 - logcount_predictions_loss: 0.3221 17/2099 [..............................] - ETA: 5:25 - loss: 329.7883 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:22 - loss: 337.6280 - logits_profile_predictions_loss: 332.5347 - logcount_predictions_loss: 0.3465 45/2099 [..............................] - ETA: 5:21 - loss: 337.7422 - logits_profile_predictions_loss: 332.6444 - logcount_predictions_loss: 0.3468 46/2099 [..............................] - ETA: 5:21 - loss: 337.8299 - logits_profile_predictions_loss: 332.7280 - logcount_predictions_loss: 0.3471 47/2099 [..............................] - ETA: 5:21 - loss: 337.8993 - logits_profile_predictions_loss: 332.7937 - logcount_predictions_loss: 0.3473 48/2099 [..............................] - ETA: 5:21 - loss: 337.9719 - logits_profile_predictions_loss: 332.8628 - logcount_predictions_loss: 0.3476 49/2099 [..............................] - ETA: 5:21 - loss: 338.0400 - logits_profile_predictions_loss: 332.9278 - logcount_predictions_loss: 0.3478 50/2099 [..............................] - ETA: 5:21 - loss: 338.1204 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 4:37 - loss: 339.5355 - logits_profile_predictions_loss: 334.3592 - logcount_predictions_loss: 0.3521 332/2099 [===>..........................] - ETA: 4:37 - loss: 339.5323 - logits_profile_predictions_loss: 334.3559 - logcount_predictions_loss: 0.3521 333/2099 [===>..........................] - ETA: 4:37 - loss: 339.5288 - logits_profile_predictions_loss: 334.3523 - logcount_predictions_loss: 0.3521 334/2099 [===>..........................] - ETA: 4:37 - loss: 339.5255 - logits_profile_predictions_loss: 334.3489 - logcount_predictions_loss: 0.3521 335/2099 [===>..........................] - ETA: 4:37 - loss: 339.5222 - logits_profile_predictions_loss: 334.3454 - logcount_predictions_loss: 0.3522 336/2099 [===>..........................] - ETA: 4:37 - loss: 339.5192 - logits_profile_predictions_loss: 334.3423 - logcount_predictions_loss: 0.3522 337/2099 [===>..........................] - ETA: 4:36 - loss: 339.5160 - logits_profile_predictions_loss: 334.3390 - logcount_predictions_loss: 0.3522 338/2099 [===>..........................] - ETA: 4:36 - loss: 339.5129 - logits_profile_predictions_loss: 334.3357 - logcount_predictions_loss: 0.3522 339/2099 [===>..........................] - ETA: 4:36 - loss: 339.5095 - logits_profile_predictions_loss: 334.3323 - logcount_predictions_loss: 0.3522 340/2099 [===>..........................] - ETA: 4:36 - loss: 339.5066 - logits_profile_predictions_loss: 334.3293 - logcount_predictions_loss: 0.3522 341/2099 [===>..........................] - ETA: 4:36 - loss: 339.5040 - logits_profile_predictions_loss: 334.3266 - logcount_predictions_loss: 0.3522 342/2099 [===>..........................] - ETA: 4:36 - loss: 339.5018 - logits_profile_predictions_loss: 334.3242 - logcount_predictions_loss: 0.3522 343/2099 [===>..........................] - ETA: 4:35 - loss: 339.4997 - logits_profile_predictions_loss: 334.3221 - logcount_predictions_loss: 0.3522 344/2099 [===>..........................] - ETA: 4:35 - loss: 339.4976 - logits_profile_predictions_loss: 334.3199 - logcount_predictions_loss: 0.3522 345/2099 [===>..........................] - ETA: 4:35 - loss: 339.4958 - logits_profile_predictions_loss: 334.3179 - logcount_predictions_loss: 0.3522 346/2099 [===>..........................] - ETA: 4:35 - loss: 339.4941 - logits_profile_predictions_loss: 334.3161 - logcount_predictions_loss: 0.3522 347/2099 [===>..........................] - ETA: 4:35 - loss: 339.4926 - logits_profile_predictions_loss: 334.3146 - logcount_predictions_loss: 0.3522 348/2099 [===>..........................] - ETA: 4:35 - loss: 339.4911 - logits_profile_predictions_loss: 334.3130 - logcount_predictions_loss: 0.3522 349/2099 [===>..........................] - ETA: 4:35 - loss: 339.4895 - logits_profile_predictions_loss: 334.3112 - logcount_predictions_loss: 0.3523 350/2099 [====>.........................] - ETA: 4:34 - loss: 339.4880 - 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[====>.........................] - ETA: 4:33 - loss: 339.4816 - logits_profile_predictions_loss: 334.3027 - logcount_predictions_loss: 0.3523 358/2099 [====>.........................] - ETA: 4:33 - loss: 339.4810 - logits_profile_predictions_loss: 334.3020 - logcount_predictions_loss: 0.3523 359/2099 [====>.........................] - ETA: 4:33 - loss: 339.4804 - logits_profile_predictions_loss: 334.3013 - logcount_predictions_loss: 0.3523 360/2099 [====>.........................] - ETA: 4:33 - loss: 339.4796 - logits_profile_predictions_loss: 334.3003 - logcount_predictions_loss: 0.3523 361/2099 [====>.........................] - ETA: 4:33 - loss: 339.4788 - logits_profile_predictions_loss: 334.2994 - logcount_predictions_loss: 0.3523 362/2099 [====>.........................] - ETA: 4:33 - loss: 339.4778 - logits_profile_predictions_loss: 334.2983 - logcount_predictions_loss: 0.3523 363/2099 [====>.........................] - ETA: 4:32 - loss: 339.4767 - 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[====>.........................] - ETA: 4:31 - loss: 339.4675 - logits_profile_predictions_loss: 334.2872 - logcount_predictions_loss: 0.3524 371/2099 [====>.........................] - ETA: 4:31 - loss: 339.4662 - logits_profile_predictions_loss: 334.2858 - logcount_predictions_loss: 0.3524 372/2099 [====>.........................] - ETA: 4:31 - loss: 339.4648 - logits_profile_predictions_loss: 334.2843 - logcount_predictions_loss: 0.3524 373/2099 [====>.........................] - ETA: 4:31 - loss: 339.4635 - logits_profile_predictions_loss: 334.2829 - logcount_predictions_loss: 0.3524 374/2099 [====>.........................] - ETA: 4:31 - loss: 339.4621 - logits_profile_predictions_loss: 334.2814 - logcount_predictions_loss: 0.3524 375/2099 [====>.........................] - ETA: 4:30 - loss: 339.4607 - logits_profile_predictions_loss: 334.2799 - logcount_predictions_loss: 0.3524 376/2099 [====>.........................] - ETA: 4:30 - loss: 339.4593 - 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[====>.........................] - ETA: 4:29 - loss: 339.4485 - logits_profile_predictions_loss: 334.2670 - logcount_predictions_loss: 0.3525 384/2099 [====>.........................] - ETA: 4:29 - loss: 339.4466 - logits_profile_predictions_loss: 334.2651 - logcount_predictions_loss: 0.3525 385/2099 [====>.........................] - ETA: 4:29 - loss: 339.4449 - logits_profile_predictions_loss: 334.2632 - logcount_predictions_loss: 0.3525 386/2099 [====>.........................] - ETA: 4:29 - loss: 339.4430 - logits_profile_predictions_loss: 334.2613 - logcount_predictions_loss: 0.3525 387/2099 [====>.........................] - ETA: 4:29 - loss: 339.4410 - logits_profile_predictions_loss: 334.2591 - logcount_predictions_loss: 0.3525 388/2099 [====>.........................] - ETA: 4:28 - loss: 339.4389 - logits_profile_predictions_loss: 334.2569 - logcount_predictions_loss: 0.3525 389/2099 [====>.........................] - ETA: 4:28 - loss: 339.4368 - 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[====>.........................] - ETA: 4:27 - loss: 339.4197 - logits_profile_predictions_loss: 334.2370 - logcount_predictions_loss: 0.3526 397/2099 [====>.........................] - ETA: 4:27 - loss: 339.4170 - logits_profile_predictions_loss: 334.2342 - logcount_predictions_loss: 0.3526 398/2099 [====>.........................] - ETA: 4:27 - loss: 339.4142 - logits_profile_predictions_loss: 334.2313 - logcount_predictions_loss: 0.3526 399/2099 [====>.........................] - ETA: 4:27 - loss: 339.4115 - logits_profile_predictions_loss: 334.2284 - logcount_predictions_loss: 0.3526 400/2099 [====>.........................] - ETA: 4:27 - loss: 339.4088 - logits_profile_predictions_loss: 334.2256 - logcount_predictions_loss: 0.3526 401/2099 [====>.........................] - ETA: 4:26 - loss: 339.4062 - logits_profile_predictions_loss: 334.2229 - logcount_predictions_loss: 0.3526 402/2099 [====>.........................] - ETA: 4:26 - loss: 339.4038 - 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[====>.........................] - ETA: 4:25 - loss: 339.3866 - logits_profile_predictions_loss: 334.2021 - logcount_predictions_loss: 0.3527 410/2099 [====>.........................] - ETA: 4:25 - loss: 339.3841 - logits_profile_predictions_loss: 334.1995 - logcount_predictions_loss: 0.3527 411/2099 [====>.........................] - ETA: 4:25 - loss: 339.3815 - logits_profile_predictions_loss: 334.1968 - logcount_predictions_loss: 0.3527 412/2099 [====>.........................] - ETA: 4:25 - loss: 339.3790 - logits_profile_predictions_loss: 334.1941 - logcount_predictions_loss: 0.3527 413/2099 [====>.........................] - ETA: 4:25 - loss: 339.3763 - logits_profile_predictions_loss: 334.1912 - logcount_predictions_loss: 0.3527 414/2099 [====>.........................] - ETA: 4:24 - loss: 339.3732 - logits_profile_predictions_loss: 334.1879 - logcount_predictions_loss: 0.3527 415/2099 [====>.........................] - ETA: 4:24 - loss: 339.3698 - 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[=====>........................] - ETA: 4:23 - loss: 339.3465 - logits_profile_predictions_loss: 334.1602 - logcount_predictions_loss: 0.3528 423/2099 [=====>........................] - ETA: 4:23 - loss: 339.3432 - logits_profile_predictions_loss: 334.1567 - logcount_predictions_loss: 0.3528 424/2099 [=====>........................] - ETA: 4:23 - loss: 339.3401 - logits_profile_predictions_loss: 334.1535 - logcount_predictions_loss: 0.3528 425/2099 [=====>........................] - ETA: 4:23 - loss: 339.3371 - logits_profile_predictions_loss: 334.1503 - logcount_predictions_loss: 0.3528 426/2099 [=====>........................] - ETA: 4:23 - loss: 339.3342 - logits_profile_predictions_loss: 334.1473 - logcount_predictions_loss: 0.3528 427/2099 [=====>........................] - ETA: 4:22 - loss: 339.3314 - logits_profile_predictions_loss: 334.1444 - logcount_predictions_loss: 0.3528 428/2099 [=====>........................] - ETA: 4:22 - loss: 339.3285 - logits_profile_predictions_loss: 334.1414 - logcount_predictions_loss: 0.3529 429/2099 [=====>........................] - ETA: 4:22 - loss: 339.3255 - logits_profile_predictions_loss: 334.1382 - logcount_predictions_loss: 0.3529 430/2099 [=====>........................] - ETA: 4:22 - loss: 339.3226 - logits_profile_predictions_loss: 334.1352 - logcount_predictions_loss: 0.3529 431/2099 [=====>........................] - ETA: 4:22 - loss: 339.3196 - logits_profile_predictions_loss: 334.1321 - logcount_predictions_loss: 0.3529 432/2099 [=====>........................] - ETA: 4:22 - loss: 339.3169 - logits_profile_predictions_loss: 334.1291 - logcount_predictions_loss: 0.3529 433/2099 [=====>........................] - ETA: 4:21 - loss: 339.3143 - logits_profile_predictions_loss: 334.1264 - logcount_predictions_loss: 0.3529 434/2099 [=====>........................] - ETA: 4:21 - loss: 339.3115 - logits_profile_predictions_loss: 334.1234 - logcount_predictions_loss: 0.3529 435/2099 [=====>........................] - ETA: 4:21 - loss: 339.3088 - logits_profile_predictions_loss: 334.1207 - logcount_predictions_loss: 0.3529 436/2099 [=====>........................] - ETA: 4:21 - loss: 339.3062 - logits_profile_predictions_loss: 334.1179 - logcount_predictions_loss: 0.3529 437/2099 [=====>........................] - ETA: 4:21 - loss: 339.3037 - logits_profile_predictions_loss: 334.1152 - logcount_predictions_loss: 0.3529 438/2099 [=====>........................] - ETA: 4:21 - loss: 339.3011 - logits_profile_predictions_loss: 334.1125 - logcount_predictions_loss: 0.3530 439/2099 [=====>........................] - ETA: 4:20 - loss: 339.2986 - logits_profile_predictions_loss: 334.1099 - logcount_predictions_loss: 0.3530 440/2099 [=====>........................] - ETA: 4:20 - loss: 339.2961 - logits_profile_predictions_loss: 334.1072 - logcount_predictions_loss: 0.3530 441/2099 [=====>........................] - ETA: 4:20 - loss: 339.2935 - logits_profile_predictions_loss: 334.1045 - logcount_predictions_loss: 0.3530 442/2099 [=====>........................] - ETA: 4:20 - loss: 339.2912 - logits_profile_predictions_loss: 334.1020 - logcount_predictions_loss: 0.3530 443/2099 [=====>........................] - ETA: 4:20 - loss: 339.2888 - logits_profile_predictions_loss: 334.0995 - logcount_predictions_loss: 0.3530 444/2099 [=====>........................] - ETA: 4:20 - loss: 339.2865 - logits_profile_predictions_loss: 334.0970 - logcount_predictions_loss: 0.3530 445/2099 [=====>........................] - ETA: 4:20 - loss: 339.2840 - logits_profile_predictions_loss: 334.0944 - logcount_predictions_loss: 0.3530 446/2099 [=====>........................] - ETA: 4:19 - loss: 339.2815 - logits_profile_predictions_loss: 334.0918 - logcount_predictions_loss: 0.3530 447/2099 [=====>........................] - ETA: 4:19 - loss: 339.2795 - logits_profile_predictions_loss: 334.0897 - logcount_predictions_loss: 0.3530 448/2099 [=====>........................] - ETA: 4:19 - loss: 339.2775 - logits_profile_predictions_loss: 334.0875 - logcount_predictions_loss: 0.3530 449/2099 [=====>........................] - ETA: 4:19 - loss: 339.2754 - logits_profile_predictions_loss: 334.0853 - logcount_predictions_loss: 0.3531 450/2099 [=====>........................] - ETA: 4:19 - loss: 339.2733 - logits_profile_predictions_loss: 334.0831 - logcount_predictions_loss: 0.3531 451/2099 [=====>........................] - ETA: 4:19 - loss: 339.2712 - logits_profile_predictions_loss: 334.0808 - logcount_predictions_loss: 0.3531 452/2099 [=====>........................] - ETA: 4:18 - loss: 339.2690 - logits_profile_predictions_loss: 334.0786 - logcount_predictions_loss: 0.3531 453/2099 [=====>........................] - ETA: 4:18 - loss: 339.2668 - logits_profile_predictions_loss: 334.0763 - logcount_predictions_loss: 0.3531 454/2099 [=====>........................] - ETA: 4:18 - loss: 339.2648 - 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[==============================] - 346s 165ms/step - loss: 339.9809 - logits_profile_predictions_loss: 334.7187 - logcount_predictions_loss: 0.3580 - val_loss: 369.1552 - val_logits_profile_predictions_loss: 363.1158 - val_logcount_predictions_loss: 0.4108 + +Epoch 00008: val_loss did not improve from 368.78903 +Epoch 9/50 + 1/2099 [..............................] - ETA: 8:12 - loss: 356.5483 - logits_profile_predictions_loss: 350.4887 - logcount_predictions_loss: 0.4122 2/2099 [..............................] - ETA: 5:29 - loss: 344.5478 - logits_profile_predictions_loss: 338.8627 - logcount_predictions_loss: 0.3867 3/2099 [..............................] - ETA: 5:28 - loss: 341.4856 - logits_profile_predictions_loss: 336.0369 - logcount_predictions_loss: 0.3707 4/2099 [..............................] - ETA: 5:28 - loss: 339.1934 - logits_profile_predictions_loss: 333.8784 - logcount_predictions_loss: 0.3616 5/2099 [..............................] - ETA: 5:28 - loss: 337.6065 - logits_profile_predictions_loss: 332.3533 - logcount_predictions_loss: 0.3574 6/2099 [..............................] - ETA: 5:27 - loss: 336.0007 - logits_profile_predictions_loss: 330.7447 - logcount_predictions_loss: 0.3575 7/2099 [..............................] - ETA: 5:27 - loss: 335.6061 - logits_profile_predictions_loss: 330.3541 - logcount_predictions_loss: 0.3573 8/2099 [..............................] - ETA: 5:27 - loss: 335.6703 - logits_profile_predictions_loss: 330.4130 - logcount_predictions_loss: 0.3576 9/2099 [..............................] - ETA: 5:27 - loss: 335.9927 - logits_profile_predictions_loss: 330.7241 - logcount_predictions_loss: 0.3584 10/2099 [..............................] - ETA: 5:27 - loss: 336.0973 - logits_profile_predictions_loss: 330.8061 - logcount_predictions_loss: 0.3599 11/2099 [..............................] - ETA: 5:26 - loss: 336.0059 - logits_profile_predictions_loss: 330.6903 - logcount_predictions_loss: 0.3616 12/2099 [..............................] - ETA: 5:26 - loss: 336.1047 - logits_profile_predictions_loss: 330.7638 - logcount_predictions_loss: 0.3633 13/2099 [..............................] - ETA: 5:26 - loss: 335.9211 - logits_profile_predictions_loss: 330.5711 - logcount_predictions_loss: 0.3639 14/2099 [..............................] - ETA: 5:26 - loss: 335.7330 - logits_profile_predictions_loss: 330.3790 - logcount_predictions_loss: 0.3642 15/2099 [..............................] - ETA: 5:26 - loss: 335.4758 - logits_profile_predictions_loss: 330.1254 - logcount_predictions_loss: 0.3640 16/2099 [..............................] - ETA: 5:26 - loss: 335.2871 - logits_profile_predictions_loss: 329.9426 - logcount_predictions_loss: 0.3636 17/2099 [..............................] - ETA: 5:25 - loss: 335.1718 - logits_profile_predictions_loss: 329.8330 - logcount_predictions_loss: 0.3632 18/2099 [..............................] - ETA: 5:25 - loss: 335.0225 - logits_profile_predictions_loss: 329.6904 - logcount_predictions_loss: 0.3627 19/2099 [..............................] - ETA: 5:25 - loss: 334.8779 - logits_profile_predictions_loss: 329.5558 - logcount_predictions_loss: 0.3620 20/2099 [..............................] - ETA: 5:25 - loss: 334.7928 - logits_profile_predictions_loss: 329.4805 - logcount_predictions_loss: 0.3614 21/2099 [..............................] - ETA: 5:25 - loss: 334.7426 - logits_profile_predictions_loss: 329.4405 - logcount_predictions_loss: 0.3607 22/2099 [..............................] - ETA: 5:25 - loss: 334.6156 - logits_profile_predictions_loss: 329.3231 - logcount_predictions_loss: 0.3600 23/2099 [..............................] - ETA: 5:25 - loss: 334.5144 - logits_profile_predictions_loss: 329.2273 - logcount_predictions_loss: 0.3597 24/2099 [..............................] - ETA: 5:25 - loss: 334.3907 - logits_profile_predictions_loss: 329.1096 - logcount_predictions_loss: 0.3593 25/2099 [..............................] - ETA: 5:24 - loss: 334.2159 - logits_profile_predictions_loss: 328.9404 - logcount_predictions_loss: 0.3589 26/2099 [..............................] - ETA: 5:24 - loss: 334.1027 - logits_profile_predictions_loss: 328.8327 - logcount_predictions_loss: 0.3585 27/2099 [..............................] - ETA: 5:24 - loss: 333.9752 - logits_profile_predictions_loss: 328.7094 - logcount_predictions_loss: 0.3582 28/2099 [..............................] - ETA: 5:24 - loss: 333.8148 - logits_profile_predictions_loss: 328.5525 - logcount_predictions_loss: 0.3580 29/2099 [..............................] - ETA: 5:24 - loss: 333.6734 - logits_profile_predictions_loss: 328.4155 - logcount_predictions_loss: 0.3577 30/2099 [..............................] - ETA: 5:24 - loss: 333.5267 - logits_profile_predictions_loss: 328.2739 - logcount_predictions_loss: 0.3573 31/2099 [..............................] - ETA: 5:24 - loss: 333.3410 - logits_profile_predictions_loss: 328.0939 - logcount_predictions_loss: 0.3569 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logits_profile_predictions_loss: 332.7012 - logcount_predictions_loss: 0.3398 313/2099 [===>..........................] - ETA: 4:40 - loss: 337.7001 - logits_profile_predictions_loss: 332.7049 - logcount_predictions_loss: 0.3398 314/2099 [===>..........................] - ETA: 4:40 - loss: 337.7039 - logits_profile_predictions_loss: 332.7086 - logcount_predictions_loss: 0.3398 315/2099 [===>..........................] - ETA: 4:40 - loss: 337.7076 - logits_profile_predictions_loss: 332.7122 - logcount_predictions_loss: 0.3398 316/2099 [===>..........................] - ETA: 4:40 - loss: 337.7117 - logits_profile_predictions_loss: 332.7163 - logcount_predictions_loss: 0.3398 317/2099 [===>..........................] - ETA: 4:40 - loss: 337.7161 - logits_profile_predictions_loss: 332.7207 - logcount_predictions_loss: 0.3398 318/2099 [===>..........................] - ETA: 4:39 - loss: 337.7208 - logits_profile_predictions_loss: 332.7253 - logcount_predictions_loss: 0.3398 319/2099 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logits_profile_predictions_loss: 332.7578 - logcount_predictions_loss: 0.3399 326/2099 [===>..........................] - ETA: 4:38 - loss: 337.7581 - logits_profile_predictions_loss: 332.7623 - logcount_predictions_loss: 0.3399 327/2099 [===>..........................] - ETA: 4:38 - loss: 337.7625 - logits_profile_predictions_loss: 332.7666 - logcount_predictions_loss: 0.3399 328/2099 [===>..........................] - ETA: 4:38 - loss: 337.7672 - logits_profile_predictions_loss: 332.7713 - logcount_predictions_loss: 0.3399 329/2099 [===>..........................] - ETA: 4:38 - loss: 337.7717 - logits_profile_predictions_loss: 332.7758 - logcount_predictions_loss: 0.3399 330/2099 [===>..........................] - ETA: 4:37 - loss: 337.7763 - logits_profile_predictions_loss: 332.7805 - logcount_predictions_loss: 0.3399 331/2099 [===>..........................] - ETA: 4:37 - loss: 337.7805 - logits_profile_predictions_loss: 332.7847 - logcount_predictions_loss: 0.3399 332/2099 [===>..........................] - ETA: 4:37 - loss: 337.7844 - logits_profile_predictions_loss: 332.7886 - logcount_predictions_loss: 0.3399 333/2099 [===>..........................] - ETA: 4:37 - loss: 337.7885 - logits_profile_predictions_loss: 332.7927 - logcount_predictions_loss: 0.3399 334/2099 [===>..........................] - ETA: 4:37 - loss: 337.7929 - logits_profile_predictions_loss: 332.7971 - logcount_predictions_loss: 0.3399 335/2099 [===>..........................] - ETA: 4:37 - loss: 337.7974 - logits_profile_predictions_loss: 332.8015 - logcount_predictions_loss: 0.3399 336/2099 [===>..........................] - ETA: 4:37 - loss: 337.8015 - logits_profile_predictions_loss: 332.8057 - logcount_predictions_loss: 0.3399 337/2099 [===>..........................] - ETA: 4:36 - loss: 337.8053 - logits_profile_predictions_loss: 332.8095 - logcount_predictions_loss: 0.3399 338/2099 [===>..........................] - ETA: 4:36 - loss: 337.8092 - logits_profile_predictions_loss: 332.8133 - logcount_predictions_loss: 0.3399 339/2099 [===>..........................] - ETA: 4:36 - loss: 337.8132 - logits_profile_predictions_loss: 332.8174 - logcount_predictions_loss: 0.3399 340/2099 [===>..........................] - ETA: 4:36 - loss: 337.8172 - logits_profile_predictions_loss: 332.8214 - logcount_predictions_loss: 0.3399 341/2099 [===>..........................] - ETA: 4:36 - loss: 337.8211 - logits_profile_predictions_loss: 332.8253 - logcount_predictions_loss: 0.3399 342/2099 [===>..........................] - ETA: 4:36 - loss: 337.8246 - logits_profile_predictions_loss: 332.8288 - logcount_predictions_loss: 0.3399 343/2099 [===>..........................] - ETA: 4:35 - loss: 337.8285 - logits_profile_predictions_loss: 332.8327 - logcount_predictions_loss: 0.3399 344/2099 [===>..........................] - ETA: 4:35 - loss: 337.8323 - logits_profile_predictions_loss: 332.8366 - logcount_predictions_loss: 0.3399 345/2099 [===>..........................] - ETA: 4:35 - loss: 337.8363 - logits_profile_predictions_loss: 332.8406 - logcount_predictions_loss: 0.3399 346/2099 [===>..........................] - ETA: 4:35 - loss: 337.8403 - logits_profile_predictions_loss: 332.8446 - logcount_predictions_loss: 0.3399 347/2099 [===>..........................] - ETA: 4:35 - loss: 337.8441 - logits_profile_predictions_loss: 332.8483 - logcount_predictions_loss: 0.3399 348/2099 [===>..........................] - ETA: 4:35 - loss: 337.8479 - logits_profile_predictions_loss: 332.8522 - logcount_predictions_loss: 0.3399 349/2099 [===>..........................] - ETA: 4:35 - loss: 337.8517 - logits_profile_predictions_loss: 332.8559 - logcount_predictions_loss: 0.3399 350/2099 [====>.........................] - ETA: 4:34 - loss: 337.8556 - logits_profile_predictions_loss: 332.8598 - logcount_predictions_loss: 0.3399 351/2099 [====>.........................] - ETA: 4:34 - loss: 337.8593 - logits_profile_predictions_loss: 332.8636 - logcount_predictions_loss: 0.3399 352/2099 [====>.........................] - ETA: 4:34 - loss: 337.8630 - logits_profile_predictions_loss: 332.8673 - logcount_predictions_loss: 0.3399 353/2099 [====>.........................] - ETA: 4:34 - loss: 337.8666 - logits_profile_predictions_loss: 332.8709 - logcount_predictions_loss: 0.3399 354/2099 [====>.........................] - ETA: 4:34 - loss: 337.8701 - logits_profile_predictions_loss: 332.8744 - logcount_predictions_loss: 0.3399 355/2099 [====>.........................] - ETA: 4:34 - loss: 337.8735 - logits_profile_predictions_loss: 332.8778 - logcount_predictions_loss: 0.3399 356/2099 [====>.........................] - ETA: 4:33 - loss: 337.8770 - logits_profile_predictions_loss: 332.8813 - logcount_predictions_loss: 0.3398 357/2099 [====>.........................] - ETA: 4:33 - loss: 337.8802 - logits_profile_predictions_loss: 332.8845 - logcount_predictions_loss: 0.3398 358/2099 [====>.........................] - ETA: 4:33 - loss: 337.8834 - logits_profile_predictions_loss: 332.8877 - logcount_predictions_loss: 0.3398 359/2099 [====>.........................] - ETA: 4:33 - loss: 337.8867 - logits_profile_predictions_loss: 332.8911 - logcount_predictions_loss: 0.3398 360/2099 [====>.........................] - ETA: 4:33 - loss: 337.8898 - logits_profile_predictions_loss: 332.8942 - logcount_predictions_loss: 0.3398 361/2099 [====>.........................] - ETA: 4:33 - loss: 337.8932 - logits_profile_predictions_loss: 332.8976 - logcount_predictions_loss: 0.3398 362/2099 [====>.........................] - ETA: 4:33 - loss: 337.8968 - logits_profile_predictions_loss: 332.9012 - logcount_predictions_loss: 0.3398 363/2099 [====>.........................] - ETA: 4:32 - loss: 337.9007 - logits_profile_predictions_loss: 332.9051 - logcount_predictions_loss: 0.3398 364/2099 [====>.........................] - ETA: 4:32 - loss: 337.9043 - logits_profile_predictions_loss: 332.9087 - logcount_predictions_loss: 0.3398 365/2099 [====>.........................] - ETA: 4:32 - loss: 337.9079 - logits_profile_predictions_loss: 332.9123 - logcount_predictions_loss: 0.3398 366/2099 [====>.........................] - ETA: 4:32 - loss: 337.9111 - logits_profile_predictions_loss: 332.9156 - logcount_predictions_loss: 0.3398 367/2099 [====>.........................] - ETA: 4:32 - loss: 337.9141 - logits_profile_predictions_loss: 332.9185 - logcount_predictions_loss: 0.3398 368/2099 [====>.........................] - ETA: 4:32 - loss: 337.9171 - logits_profile_predictions_loss: 332.9215 - logcount_predictions_loss: 0.3398 369/2099 [====>.........................] - ETA: 4:31 - loss: 337.9202 - logits_profile_predictions_loss: 332.9246 - logcount_predictions_loss: 0.3398 370/2099 [====>.........................] - ETA: 4:31 - loss: 337.9233 - logits_profile_predictions_loss: 332.9278 - logcount_predictions_loss: 0.3398 371/2099 [====>.........................] - ETA: 4:31 - loss: 337.9263 - logits_profile_predictions_loss: 332.9307 - logcount_predictions_loss: 0.3398 372/2099 [====>.........................] - ETA: 4:31 - loss: 337.9293 - logits_profile_predictions_loss: 332.9337 - logcount_predictions_loss: 0.3398 373/2099 [====>.........................] - ETA: 4:31 - loss: 337.9323 - logits_profile_predictions_loss: 332.9367 - logcount_predictions_loss: 0.3398 374/2099 [====>.........................] - ETA: 4:31 - loss: 337.9353 - logits_profile_predictions_loss: 332.9398 - logcount_predictions_loss: 0.3398 375/2099 [====>.........................] - ETA: 4:30 - loss: 337.9385 - logits_profile_predictions_loss: 332.9430 - logcount_predictions_loss: 0.3398 376/2099 [====>.........................] - ETA: 4:30 - loss: 337.9415 - logits_profile_predictions_loss: 332.9460 - logcount_predictions_loss: 0.3398 377/2099 [====>.........................] - ETA: 4:30 - loss: 337.9442 - 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[====>.........................] - ETA: 4:29 - loss: 337.9621 - logits_profile_predictions_loss: 332.9670 - logcount_predictions_loss: 0.3398 385/2099 [====>.........................] - ETA: 4:29 - loss: 337.9647 - logits_profile_predictions_loss: 332.9697 - logcount_predictions_loss: 0.3398 386/2099 [====>.........................] - ETA: 4:29 - loss: 337.9676 - logits_profile_predictions_loss: 332.9726 - logcount_predictions_loss: 0.3398 387/2099 [====>.........................] - ETA: 4:29 - loss: 337.9705 - logits_profile_predictions_loss: 332.9756 - logcount_predictions_loss: 0.3398 388/2099 [====>.........................] - ETA: 4:28 - loss: 337.9736 - logits_profile_predictions_loss: 332.9788 - logcount_predictions_loss: 0.3398 389/2099 [====>.........................] - ETA: 4:28 - loss: 337.9766 - logits_profile_predictions_loss: 332.9818 - logcount_predictions_loss: 0.3398 390/2099 [====>.........................] - ETA: 4:28 - loss: 337.9799 - logits_profile_predictions_loss: 332.9852 - logcount_predictions_loss: 0.3398 391/2099 [====>.........................] - ETA: 4:28 - loss: 337.9834 - logits_profile_predictions_loss: 332.9887 - logcount_predictions_loss: 0.3398 392/2099 [====>.........................] - ETA: 4:28 - loss: 337.9868 - logits_profile_predictions_loss: 332.9922 - logcount_predictions_loss: 0.3398 393/2099 [====>.........................] - ETA: 4:28 - loss: 337.9903 - logits_profile_predictions_loss: 332.9957 - logcount_predictions_loss: 0.3398 394/2099 [====>.........................] - ETA: 4:28 - loss: 337.9935 - logits_profile_predictions_loss: 332.9990 - logcount_predictions_loss: 0.3398 395/2099 [====>.........................] - ETA: 4:27 - loss: 337.9966 - logits_profile_predictions_loss: 333.0021 - logcount_predictions_loss: 0.3398 396/2099 [====>.........................] - ETA: 4:27 - loss: 337.9996 - logits_profile_predictions_loss: 333.0051 - logcount_predictions_loss: 0.3398 397/2099 [====>.........................] - ETA: 4:27 - loss: 338.0023 - logits_profile_predictions_loss: 333.0078 - logcount_predictions_loss: 0.3398 398/2099 [====>.........................] - ETA: 4:27 - loss: 338.0049 - logits_profile_predictions_loss: 333.0105 - logcount_predictions_loss: 0.3398 399/2099 [====>.........................] - ETA: 4:27 - loss: 338.0075 - logits_profile_predictions_loss: 333.0131 - logcount_predictions_loss: 0.3398 400/2099 [====>.........................] - ETA: 4:27 - loss: 338.0101 - logits_profile_predictions_loss: 333.0158 - logcount_predictions_loss: 0.3398 401/2099 [====>.........................] - ETA: 4:26 - loss: 338.0128 - logits_profile_predictions_loss: 333.0185 - logcount_predictions_loss: 0.3398 402/2099 [====>.........................] - ETA: 4:26 - loss: 338.0152 - logits_profile_predictions_loss: 333.0209 - logcount_predictions_loss: 0.3398 403/2099 [====>.........................] - ETA: 4:26 - loss: 338.0175 - logits_profile_predictions_loss: 333.0232 - logcount_predictions_loss: 0.3398 404/2099 [====>.........................] - ETA: 4:26 - loss: 338.0199 - logits_profile_predictions_loss: 333.0257 - logcount_predictions_loss: 0.3398 405/2099 [====>.........................] - ETA: 4:26 - loss: 338.0224 - logits_profile_predictions_loss: 333.0283 - logcount_predictions_loss: 0.3397 406/2099 [====>.........................] - ETA: 4:26 - loss: 338.0250 - logits_profile_predictions_loss: 333.0309 - logcount_predictions_loss: 0.3397 407/2099 [====>.........................] - ETA: 4:25 - loss: 338.0279 - logits_profile_predictions_loss: 333.0338 - logcount_predictions_loss: 0.3397 408/2099 [====>.........................] - ETA: 4:25 - loss: 338.0308 - logits_profile_predictions_loss: 333.0368 - logcount_predictions_loss: 0.3397 409/2099 [====>.........................] - ETA: 4:25 - loss: 338.0340 - logits_profile_predictions_loss: 333.0400 - logcount_predictions_loss: 0.3397 410/2099 [====>.........................] - ETA: 4:25 - loss: 338.0371 - logits_profile_predictions_loss: 333.0431 - logcount_predictions_loss: 0.3397 411/2099 [====>.........................] - ETA: 4:25 - loss: 338.0402 - logits_profile_predictions_loss: 333.0463 - logcount_predictions_loss: 0.3397 412/2099 [====>.........................] - ETA: 4:25 - loss: 338.0434 - logits_profile_predictions_loss: 333.0495 - logcount_predictions_loss: 0.3397 413/2099 [====>.........................] - ETA: 4:25 - loss: 338.0467 - logits_profile_predictions_loss: 333.0528 - logcount_predictions_loss: 0.3397 414/2099 [====>.........................] - ETA: 4:24 - loss: 338.0499 - logits_profile_predictions_loss: 333.0561 - logcount_predictions_loss: 0.3397 415/2099 [====>.........................] - ETA: 4:24 - loss: 338.0533 - logits_profile_predictions_loss: 333.0595 - logcount_predictions_loss: 0.3397 416/2099 [====>.........................] - ETA: 4:24 - loss: 338.0563 - logits_profile_predictions_loss: 333.0626 - logcount_predictions_loss: 0.3397 417/2099 [====>.........................] - ETA: 4:24 - loss: 338.0592 - logits_profile_predictions_loss: 333.0654 - logcount_predictions_loss: 0.3397 418/2099 [====>.........................] - ETA: 4:24 - loss: 338.0619 - logits_profile_predictions_loss: 333.0683 - logcount_predictions_loss: 0.3397 419/2099 [====>.........................] - ETA: 4:24 - loss: 338.0648 - logits_profile_predictions_loss: 333.0711 - logcount_predictions_loss: 0.3397 420/2099 [=====>........................] - ETA: 4:23 - loss: 338.0675 - logits_profile_predictions_loss: 333.0739 - logcount_predictions_loss: 0.3397 421/2099 [=====>........................] - ETA: 4:23 - loss: 338.0704 - logits_profile_predictions_loss: 333.0768 - logcount_predictions_loss: 0.3397 422/2099 [=====>........................] - ETA: 4:23 - loss: 338.0731 - logits_profile_predictions_loss: 333.0796 - logcount_predictions_loss: 0.3397 423/2099 [=====>........................] - ETA: 4:23 - loss: 338.0758 - logits_profile_predictions_loss: 333.0823 - logcount_predictions_loss: 0.3397 424/2099 [=====>........................] - ETA: 4:23 - loss: 338.0783 - logits_profile_predictions_loss: 333.0849 - logcount_predictions_loss: 0.3397 425/2099 [=====>........................] - ETA: 4:23 - loss: 338.0807 - logits_profile_predictions_loss: 333.0872 - logcount_predictions_loss: 0.3397 426/2099 [=====>........................] - ETA: 4:23 - loss: 338.0830 - logits_profile_predictions_loss: 333.0896 - logcount_predictions_loss: 0.3397 427/2099 [=====>........................] - ETA: 4:22 - loss: 338.0856 - logits_profile_predictions_loss: 333.0922 - logcount_predictions_loss: 0.3397 428/2099 [=====>........................] - ETA: 4:22 - loss: 338.0882 - logits_profile_predictions_loss: 333.0949 - logcount_predictions_loss: 0.3397 429/2099 [=====>........................] - ETA: 4:22 - loss: 338.0909 - logits_profile_predictions_loss: 333.0976 - logcount_predictions_loss: 0.3397 430/2099 [=====>........................] - ETA: 4:22 - loss: 338.0936 - logits_profile_predictions_loss: 333.1004 - logcount_predictions_loss: 0.3397 431/2099 [=====>........................] - ETA: 4:22 - loss: 338.0965 - logits_profile_predictions_loss: 333.1033 - logcount_predictions_loss: 0.3397 432/2099 [=====>........................] - ETA: 4:22 - loss: 338.0994 - logits_profile_predictions_loss: 333.1063 - logcount_predictions_loss: 0.3397 433/2099 [=====>........................] - ETA: 4:21 - loss: 338.1022 - logits_profile_predictions_loss: 333.1091 - logcount_predictions_loss: 0.3397 434/2099 [=====>........................] - ETA: 4:21 - loss: 338.1051 - logits_profile_predictions_loss: 333.1120 - logcount_predictions_loss: 0.3397 435/2099 [=====>........................] - ETA: 4:21 - loss: 338.1078 - logits_profile_predictions_loss: 333.1147 - logcount_predictions_loss: 0.3397 436/2099 [=====>........................] - ETA: 4:21 - loss: 338.1104 - logits_profile_predictions_loss: 333.1174 - logcount_predictions_loss: 0.3397 437/2099 [=====>........................] - ETA: 4:21 - loss: 338.1132 - logits_profile_predictions_loss: 333.1202 - logcount_predictions_loss: 0.3397 438/2099 [=====>........................] - ETA: 4:21 - loss: 338.1161 - logits_profile_predictions_loss: 333.1232 - logcount_predictions_loss: 0.3397 439/2099 [=====>........................] - ETA: 4:20 - loss: 338.1189 - logits_profile_predictions_loss: 333.1259 - logcount_predictions_loss: 0.3397 440/2099 [=====>........................] - ETA: 4:20 - loss: 338.1216 - logits_profile_predictions_loss: 333.1287 - logcount_predictions_loss: 0.3397 441/2099 [=====>........................] - ETA: 4:20 - loss: 338.1243 - logits_profile_predictions_loss: 333.1314 - logcount_predictions_loss: 0.3397 442/2099 [=====>........................] - ETA: 4:20 - loss: 338.1269 - logits_profile_predictions_loss: 333.1340 - logcount_predictions_loss: 0.3397 443/2099 [=====>........................] - ETA: 4:20 - loss: 338.1293 - logits_profile_predictions_loss: 333.1365 - logcount_predictions_loss: 0.3397 444/2099 [=====>........................] - ETA: 4:20 - loss: 338.1318 - logits_profile_predictions_loss: 333.1390 - logcount_predictions_loss: 0.3397 445/2099 [=====>........................] - ETA: 4:20 - loss: 338.1341 - logits_profile_predictions_loss: 333.1414 - logcount_predictions_loss: 0.3397 446/2099 [=====>........................] - ETA: 4:19 - loss: 338.1364 - logits_profile_predictions_loss: 333.1437 - logcount_predictions_loss: 0.3397 447/2099 [=====>........................] - ETA: 4:19 - loss: 338.1388 - logits_profile_predictions_loss: 333.1460 - logcount_predictions_loss: 0.3397 448/2099 [=====>........................] - ETA: 4:19 - loss: 338.1409 - logits_profile_predictions_loss: 333.1482 - logcount_predictions_loss: 0.3397 449/2099 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[..............................] - ETA: 5:29 - loss: 326.7871 - logits_profile_predictions_loss: 321.9639 - logcount_predictions_loss: 0.3281 14/2099 [..............................] - ETA: 5:29 - loss: 327.0983 - logits_profile_predictions_loss: 322.2763 - logcount_predictions_loss: 0.3280 15/2099 [..............................] - ETA: 5:28 - loss: 327.2857 - logits_profile_predictions_loss: 322.4670 - logcount_predictions_loss: 0.3278 16/2099 [..............................] - ETA: 5:28 - loss: 327.4819 - logits_profile_predictions_loss: 322.6632 - logcount_predictions_loss: 0.3278 17/2099 [..............................] - ETA: 5:28 - loss: 327.6325 - logits_profile_predictions_loss: 322.8159 - logcount_predictions_loss: 0.3277 18/2099 [..............................] - ETA: 5:27 - loss: 327.7892 - logits_profile_predictions_loss: 322.9745 - logcount_predictions_loss: 0.3275 19/2099 [..............................] - ETA: 5:27 - loss: 327.9159 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:29 - loss: 336.3895 - logits_profile_predictions_loss: 331.5288 - logcount_predictions_loss: 0.3307 386/2099 [====>.........................] - ETA: 4:29 - loss: 336.3904 - logits_profile_predictions_loss: 331.5298 - logcount_predictions_loss: 0.3307 387/2099 [====>.........................] - ETA: 4:29 - loss: 336.3914 - logits_profile_predictions_loss: 331.5308 - logcount_predictions_loss: 0.3307 388/2099 [====>.........................] - ETA: 4:29 - loss: 336.3923 - logits_profile_predictions_loss: 331.5316 - logcount_predictions_loss: 0.3307 389/2099 [====>.........................] - ETA: 4:28 - loss: 336.3933 - logits_profile_predictions_loss: 331.5326 - logcount_predictions_loss: 0.3307 390/2099 [====>.........................] - ETA: 4:28 - loss: 336.3944 - logits_profile_predictions_loss: 331.5337 - logcount_predictions_loss: 0.3307 391/2099 [====>.........................] - ETA: 4:28 - loss: 336.3956 - 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[=====>........................] - ETA: 4:21 - loss: 336.4526 - logits_profile_predictions_loss: 331.5934 - logcount_predictions_loss: 0.3306 438/2099 [=====>........................] - ETA: 4:21 - loss: 336.4540 - logits_profile_predictions_loss: 331.5948 - logcount_predictions_loss: 0.3306 439/2099 [=====>........................] - ETA: 4:21 - loss: 336.4553 - logits_profile_predictions_loss: 331.5961 - logcount_predictions_loss: 0.3306 440/2099 [=====>........................] - ETA: 4:20 - loss: 336.4566 - logits_profile_predictions_loss: 331.5975 - logcount_predictions_loss: 0.3306 441/2099 [=====>........................] - ETA: 4:20 - loss: 336.4580 - logits_profile_predictions_loss: 331.5988 - logcount_predictions_loss: 0.3306 442/2099 [=====>........................] - ETA: 4:20 - loss: 336.4593 - logits_profile_predictions_loss: 331.6002 - logcount_predictions_loss: 0.3306 443/2099 [=====>........................] - ETA: 4:20 - loss: 336.4606 - 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[===========================>..] - ETA: 14s - loss: 338.1122 - logits_profile_predictions_loss: 333.2141 - logcount_predictions_loss: 0.3332 2011/2099 [===========================>..] - ETA: 13s - loss: 338.1124 - logits_profile_predictions_loss: 333.2144 - logcount_predictions_loss: 0.3332 2012/2099 [===========================>..] - ETA: 13s - loss: 338.1127 - logits_profile_predictions_loss: 333.2147 - logcount_predictions_loss: 0.3332 2013/2099 [===========================>..] - ETA: 13s - loss: 338.1130 - logits_profile_predictions_loss: 333.2149 - logcount_predictions_loss: 0.3332 2014/2099 [===========================>..] - ETA: 13s - loss: 338.1133 - logits_profile_predictions_loss: 333.2152 - logcount_predictions_loss: 0.3332 2015/2099 [===========================>..] - ETA: 13s - loss: 338.1136 - logits_profile_predictions_loss: 333.2155 - logcount_predictions_loss: 0.3332 2016/2099 [===========================>..] - ETA: 13s - loss: 338.1139 - 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[============================>.] - ETA: 9s - loss: 338.1197 - logits_profile_predictions_loss: 333.2212 - logcount_predictions_loss: 0.3332  2037/2099 [============================>.] - ETA: 9s - loss: 338.1200 - logits_profile_predictions_loss: 333.2215 - logcount_predictions_loss: 0.3332 2038/2099 [============================>.] - ETA: 9s - loss: 338.1203 - logits_profile_predictions_loss: 333.2217 - logcount_predictions_loss: 0.3333 2039/2099 [============================>.] - ETA: 9s - loss: 338.1206 - logits_profile_predictions_loss: 333.2220 - logcount_predictions_loss: 0.3333 2040/2099 [============================>.] - ETA: 9s - loss: 338.1209 - logits_profile_predictions_loss: 333.2223 - logcount_predictions_loss: 0.3333 2041/2099 [============================>.] - ETA: 9s - loss: 338.1212 - logits_profile_predictions_loss: 333.2226 - logcount_predictions_loss: 0.3333 2042/2099 [============================>.] - ETA: 8s - loss: 338.1215 - logits_profile_predictions_loss: 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[============================>.] - ETA: 4s - loss: 338.1306 - logits_profile_predictions_loss: 333.2315 - logcount_predictions_loss: 0.3333 2070/2099 [============================>.] - ETA: 4s - loss: 338.1310 - logits_profile_predictions_loss: 333.2319 - logcount_predictions_loss: 0.3333 2071/2099 [============================>.] - ETA: 4s - loss: 338.1313 - logits_profile_predictions_loss: 333.2322 - logcount_predictions_loss: 0.3333 2072/2099 [============================>.] - ETA: 4s - loss: 338.1316 - logits_profile_predictions_loss: 333.2325 - logcount_predictions_loss: 0.3333 2073/2099 [============================>.] - ETA: 4s - loss: 338.1319 - logits_profile_predictions_loss: 333.2328 - logcount_predictions_loss: 0.3333 2074/2099 [============================>.] - ETA: 3s - loss: 338.1323 - logits_profile_predictions_loss: 333.2331 - logcount_predictions_loss: 0.3333 2075/2099 [============================>.] - ETA: 3s - loss: 338.1326 - logits_profile_predictions_loss: 333.2334 - logcount_predictions_loss: 0.3333 2076/2099 [============================>.] - ETA: 3s - loss: 338.1329 - logits_profile_predictions_loss: 333.2337 - logcount_predictions_loss: 0.3333 2077/2099 [============================>.] - ETA: 3s - loss: 338.1333 - logits_profile_predictions_loss: 333.2341 - logcount_predictions_loss: 0.3333 2078/2099 [============================>.] - ETA: 3s - loss: 338.1336 - logits_profile_predictions_loss: 333.2344 - logcount_predictions_loss: 0.3333 2079/2099 [============================>.] - ETA: 3s - loss: 338.1340 - logits_profile_predictions_loss: 333.2347 - logcount_predictions_loss: 0.3333 2080/2099 [============================>.] - ETA: 2s - loss: 338.1343 - logits_profile_predictions_loss: 333.2351 - logcount_predictions_loss: 0.3333 2081/2099 [============================>.] - ETA: 2s - loss: 338.1346 - logits_profile_predictions_loss: 333.2354 - logcount_predictions_loss: 0.3333 2082/2099 [============================>.] - ETA: 2s - loss: 338.1350 - logits_profile_predictions_loss: 333.2357 - logcount_predictions_loss: 0.3333 2083/2099 [============================>.] - ETA: 2s - loss: 338.1353 - logits_profile_predictions_loss: 333.2360 - logcount_predictions_loss: 0.3333 2084/2099 [============================>.] - ETA: 2s - loss: 338.1356 - logits_profile_predictions_loss: 333.2363 - logcount_predictions_loss: 0.3333 2085/2099 [============================>.] - ETA: 2s - loss: 338.1359 - logits_profile_predictions_loss: 333.2366 - logcount_predictions_loss: 0.3333 2086/2099 [============================>.] - ETA: 2s - loss: 338.1363 - logits_profile_predictions_loss: 333.2369 - logcount_predictions_loss: 0.3333 2087/2099 [============================>.] - ETA: 1s - loss: 338.1366 - logits_profile_predictions_loss: 333.2372 - logcount_predictions_loss: 0.3333 2088/2099 [============================>.] - ETA: 1s - loss: 338.1369 - logits_profile_predictions_loss: 333.2375 - logcount_predictions_loss: 0.3333 2089/2099 [============================>.] - ETA: 1s - loss: 338.1372 - logits_profile_predictions_loss: 333.2378 - logcount_predictions_loss: 0.3333 2090/2099 [============================>.] - ETA: 1s - loss: 338.1375 - logits_profile_predictions_loss: 333.2380 - logcount_predictions_loss: 0.3333 2091/2099 [============================>.] - ETA: 1s - loss: 338.1378 - logits_profile_predictions_loss: 333.2383 - logcount_predictions_loss: 0.3333 2092/2099 [============================>.] - ETA: 1s - loss: 338.1380 - logits_profile_predictions_loss: 333.2386 - logcount_predictions_loss: 0.3333 2093/2099 [============================>.] - ETA: 0s - loss: 338.1383 - logits_profile_predictions_loss: 333.2389 - logcount_predictions_loss: 0.3333 2094/2099 [============================>.] - ETA: 0s - loss: 338.1386 - logits_profile_predictions_loss: 333.2391 - logcount_predictions_loss: 0.3333 2095/2099 [============================>.] - ETA: 0s - loss: 338.1389 - logits_profile_predictions_loss: 333.2394 - logcount_predictions_loss: 0.3333 2096/2099 [============================>.] - ETA: 0s - loss: 338.1392 - logits_profile_predictions_loss: 333.2397 - logcount_predictions_loss: 0.3333 2097/2099 [============================>.] - ETA: 0s - loss: 338.1394 - logits_profile_predictions_loss: 333.2399 - logcount_predictions_loss: 0.3333 2098/2099 [============================>.] - ETA: 0s - loss: 338.1397 - logits_profile_predictions_loss: 333.2402 - logcount_predictions_loss: 0.3333 2099/2099 [==============================] - ETA: 0s - loss: 338.1400 - logits_profile_predictions_loss: 333.2405 - logcount_predictions_loss: 0.3333 2099/2099 [==============================] - 346s 165ms/step - loss: 338.1403 - logits_profile_predictions_loss: 333.2407 - logcount_predictions_loss: 0.3333 - val_loss: 369.0168 - val_logits_profile_predictions_loss: 362.9602 - val_logcount_predictions_loss: 0.4120 + +Epoch 00010: val_loss did not improve from 368.78903 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logits_profile_predictions_loss: 338.0862 - logcount_predictions_loss: 0.2956 8/2099 [..............................] - ETA: 5:29 - loss: 341.6494 - logits_profile_predictions_loss: 337.3461 - logcount_predictions_loss: 0.2927 9/2099 [..............................] - ETA: 5:28 - loss: 340.7985 - logits_profile_predictions_loss: 336.5155 - logcount_predictions_loss: 0.2914 10/2099 [..............................] - ETA: 5:28 - loss: 339.7217 - logits_profile_predictions_loss: 335.4534 - logcount_predictions_loss: 0.2904 11/2099 [..............................] - ETA: 5:28 - loss: 339.0959 - logits_profile_predictions_loss: 334.8272 - logcount_predictions_loss: 0.2904 12/2099 [..............................] - ETA: 5:28 - loss: 338.5726 - logits_profile_predictions_loss: 334.3089 - logcount_predictions_loss: 0.2900 13/2099 [..............................] - ETA: 5:27 - loss: 338.0457 - logits_profile_predictions_loss: 333.7904 - logcount_predictions_loss: 0.2895 14/2099 [..............................] - ETA: 5:27 - loss: 337.9296 - logits_profile_predictions_loss: 333.6759 - logcount_predictions_loss: 0.2894 15/2099 [..............................] - ETA: 5:28 - loss: 337.9145 - logits_profile_predictions_loss: 333.6581 - logcount_predictions_loss: 0.2895 16/2099 [..............................] - ETA: 5:27 - loss: 337.9274 - logits_profile_predictions_loss: 333.6647 - logcount_predictions_loss: 0.2900 17/2099 [..............................] - ETA: 5:27 - loss: 338.0163 - logits_profile_predictions_loss: 333.7478 - logcount_predictions_loss: 0.2904 18/2099 [..............................] - ETA: 5:27 - loss: 338.2020 - logits_profile_predictions_loss: 333.9276 - logcount_predictions_loss: 0.2908 19/2099 [..............................] - ETA: 5:27 - loss: 338.5297 - logits_profile_predictions_loss: 334.2549 - logcount_predictions_loss: 0.2908 20/2099 [..............................] - ETA: 5:26 - loss: 338.7997 - logits_profile_predictions_loss: 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loss: 339.7614 - logits_profile_predictions_loss: 335.4970 - logcount_predictions_loss: 0.2901 28/2099 [..............................] - ETA: 5:25 - loss: 339.8481 - logits_profile_predictions_loss: 335.5847 - logcount_predictions_loss: 0.2900 29/2099 [..............................] - ETA: 5:25 - loss: 339.9222 - logits_profile_predictions_loss: 335.6597 - logcount_predictions_loss: 0.2900 30/2099 [..............................] - ETA: 5:24 - loss: 340.0330 - logits_profile_predictions_loss: 335.7709 - logcount_predictions_loss: 0.2899 31/2099 [..............................] - ETA: 5:24 - loss: 340.1362 - logits_profile_predictions_loss: 335.8761 - logcount_predictions_loss: 0.2898 32/2099 [..............................] - ETA: 5:24 - loss: 340.2576 - logits_profile_predictions_loss: 335.9985 - logcount_predictions_loss: 0.2897 33/2099 [..............................] - ETA: 5:24 - loss: 340.3559 - logits_profile_predictions_loss: 336.0976 - logcount_predictions_loss: 0.2897 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logits_profile_predictions_loss: 334.5304 - logcount_predictions_loss: 0.2930 315/2099 [===>..........................] - ETA: 4:40 - loss: 338.8271 - logits_profile_predictions_loss: 334.5201 - logcount_predictions_loss: 0.2930 316/2099 [===>..........................] - ETA: 4:40 - loss: 338.8172 - logits_profile_predictions_loss: 334.5100 - logcount_predictions_loss: 0.2930 317/2099 [===>..........................] - ETA: 4:40 - loss: 338.8072 - logits_profile_predictions_loss: 334.5000 - logcount_predictions_loss: 0.2930 318/2099 [===>..........................] - ETA: 4:39 - loss: 338.7969 - logits_profile_predictions_loss: 334.4896 - logcount_predictions_loss: 0.2930 319/2099 [===>..........................] - ETA: 4:39 - loss: 338.7868 - logits_profile_predictions_loss: 334.4794 - logcount_predictions_loss: 0.2930 320/2099 [===>..........................] - ETA: 4:39 - loss: 338.7765 - logits_profile_predictions_loss: 334.4690 - logcount_predictions_loss: 0.2930 321/2099 [===>..........................] - ETA: 4:39 - loss: 338.7662 - logits_profile_predictions_loss: 334.4587 - logcount_predictions_loss: 0.2930 322/2099 [===>..........................] - ETA: 4:39 - loss: 338.7561 - logits_profile_predictions_loss: 334.4485 - logcount_predictions_loss: 0.2930 323/2099 [===>..........................] - ETA: 4:39 - loss: 338.7457 - logits_profile_predictions_loss: 334.4380 - logcount_predictions_loss: 0.2930 324/2099 [===>..........................] - ETA: 4:39 - loss: 338.7356 - logits_profile_predictions_loss: 334.4279 - logcount_predictions_loss: 0.2930 325/2099 [===>..........................] - ETA: 4:38 - loss: 338.7253 - logits_profile_predictions_loss: 334.4175 - logcount_predictions_loss: 0.2930 326/2099 [===>..........................] - ETA: 4:38 - loss: 338.7150 - logits_profile_predictions_loss: 334.4072 - logcount_predictions_loss: 0.2930 327/2099 [===>..........................] - ETA: 4:38 - loss: 338.7049 - logits_profile_predictions_loss: 334.3970 - logcount_predictions_loss: 0.2931 328/2099 [===>..........................] - ETA: 4:38 - loss: 338.6946 - logits_profile_predictions_loss: 334.3866 - logcount_predictions_loss: 0.2931 329/2099 [===>..........................] - ETA: 4:38 - loss: 338.6841 - logits_profile_predictions_loss: 334.3760 - logcount_predictions_loss: 0.2931 330/2099 [===>..........................] - ETA: 4:38 - loss: 338.6735 - logits_profile_predictions_loss: 334.3654 - logcount_predictions_loss: 0.2931 331/2099 [===>..........................] - ETA: 4:37 - loss: 338.6631 - logits_profile_predictions_loss: 334.3550 - logcount_predictions_loss: 0.2931 332/2099 [===>..........................] - ETA: 4:37 - loss: 338.6525 - logits_profile_predictions_loss: 334.3443 - logcount_predictions_loss: 0.2931 333/2099 [===>..........................] - ETA: 4:37 - loss: 338.6425 - logits_profile_predictions_loss: 334.3343 - logcount_predictions_loss: 0.2931 334/2099 [===>..........................] - ETA: 4:37 - loss: 338.6327 - logits_profile_predictions_loss: 334.3245 - logcount_predictions_loss: 0.2931 335/2099 [===>..........................] - ETA: 4:37 - loss: 338.6232 - logits_profile_predictions_loss: 334.3149 - logcount_predictions_loss: 0.2931 336/2099 [===>..........................] - ETA: 4:37 - loss: 338.6138 - logits_profile_predictions_loss: 334.3055 - logcount_predictions_loss: 0.2931 337/2099 [===>..........................] - ETA: 4:37 - loss: 338.6046 - logits_profile_predictions_loss: 334.2962 - logcount_predictions_loss: 0.2931 338/2099 [===>..........................] - ETA: 4:36 - loss: 338.5951 - logits_profile_predictions_loss: 334.2867 - logcount_predictions_loss: 0.2931 339/2099 [===>..........................] - ETA: 4:36 - loss: 338.5856 - logits_profile_predictions_loss: 334.2771 - logcount_predictions_loss: 0.2931 340/2099 [===>..........................] - ETA: 4:36 - loss: 338.5765 - logits_profile_predictions_loss: 334.2680 - logcount_predictions_loss: 0.2931 341/2099 [===>..........................] - ETA: 4:36 - loss: 338.5672 - logits_profile_predictions_loss: 334.2587 - logcount_predictions_loss: 0.2931 342/2099 [===>..........................] - ETA: 4:36 - loss: 338.5583 - logits_profile_predictions_loss: 334.2497 - logcount_predictions_loss: 0.2931 343/2099 [===>..........................] - ETA: 4:36 - loss: 338.5494 - logits_profile_predictions_loss: 334.2408 - logcount_predictions_loss: 0.2931 344/2099 [===>..........................] - ETA: 4:35 - loss: 338.5405 - logits_profile_predictions_loss: 334.2319 - logcount_predictions_loss: 0.2931 345/2099 [===>..........................] - ETA: 4:35 - loss: 338.5315 - logits_profile_predictions_loss: 334.2228 - logcount_predictions_loss: 0.2931 346/2099 [===>..........................] - ETA: 4:35 - loss: 338.5222 - logits_profile_predictions_loss: 334.2135 - logcount_predictions_loss: 0.2931 347/2099 [===>..........................] - ETA: 4:35 - loss: 338.5128 - logits_profile_predictions_loss: 334.2040 - logcount_predictions_loss: 0.2931 348/2099 [===>..........................] - ETA: 4:35 - loss: 338.5035 - logits_profile_predictions_loss: 334.1947 - logcount_predictions_loss: 0.2931 349/2099 [===>..........................] - ETA: 4:35 - loss: 338.4942 - logits_profile_predictions_loss: 334.1853 - logcount_predictions_loss: 0.2931 350/2099 [====>.........................] - ETA: 4:35 - loss: 338.4848 - logits_profile_predictions_loss: 334.1758 - logcount_predictions_loss: 0.2931 351/2099 [====>.........................] - ETA: 4:34 - loss: 338.4753 - logits_profile_predictions_loss: 334.1662 - logcount_predictions_loss: 0.2931 352/2099 [====>.........................] - ETA: 4:34 - loss: 338.4656 - logits_profile_predictions_loss: 334.1565 - logcount_predictions_loss: 0.2931 353/2099 [====>.........................] - ETA: 4:34 - loss: 338.4562 - logits_profile_predictions_loss: 334.1470 - logcount_predictions_loss: 0.2931 354/2099 [====>.........................] - ETA: 4:34 - loss: 338.4467 - logits_profile_predictions_loss: 334.1375 - logcount_predictions_loss: 0.2931 355/2099 [====>.........................] - ETA: 4:34 - loss: 338.4373 - logits_profile_predictions_loss: 334.1280 - logcount_predictions_loss: 0.2931 356/2099 [====>.........................] - ETA: 4:34 - loss: 338.4278 - logits_profile_predictions_loss: 334.1185 - logcount_predictions_loss: 0.2931 357/2099 [====>.........................] - ETA: 4:33 - loss: 338.4185 - logits_profile_predictions_loss: 334.1091 - logcount_predictions_loss: 0.2932 358/2099 [====>.........................] - ETA: 4:33 - loss: 338.4092 - logits_profile_predictions_loss: 334.0997 - logcount_predictions_loss: 0.2932 359/2099 [====>.........................] - ETA: 4:33 - loss: 338.3999 - logits_profile_predictions_loss: 334.0904 - logcount_predictions_loss: 0.2932 360/2099 [====>.........................] - ETA: 4:33 - loss: 338.3908 - logits_profile_predictions_loss: 334.0813 - logcount_predictions_loss: 0.2932 361/2099 [====>.........................] - ETA: 4:33 - loss: 338.3818 - logits_profile_predictions_loss: 334.0722 - logcount_predictions_loss: 0.2932 362/2099 [====>.........................] - ETA: 4:33 - loss: 338.3729 - logits_profile_predictions_loss: 334.0633 - logcount_predictions_loss: 0.2932 363/2099 [====>.........................] - ETA: 4:32 - loss: 338.3639 - logits_profile_predictions_loss: 334.0542 - logcount_predictions_loss: 0.2932 364/2099 [====>.........................] - ETA: 4:32 - loss: 338.3549 - logits_profile_predictions_loss: 334.0452 - logcount_predictions_loss: 0.2932 365/2099 [====>.........................] - ETA: 4:32 - loss: 338.3460 - logits_profile_predictions_loss: 334.0362 - logcount_predictions_loss: 0.2932 366/2099 [====>.........................] - ETA: 4:32 - loss: 338.3371 - logits_profile_predictions_loss: 334.0273 - logcount_predictions_loss: 0.2932 367/2099 [====>.........................] - ETA: 4:32 - loss: 338.3279 - logits_profile_predictions_loss: 334.0181 - logcount_predictions_loss: 0.2932 368/2099 [====>.........................] - ETA: 4:32 - loss: 338.3186 - logits_profile_predictions_loss: 334.0087 - logcount_predictions_loss: 0.2932 369/2099 [====>.........................] - ETA: 4:32 - loss: 338.3094 - logits_profile_predictions_loss: 333.9994 - logcount_predictions_loss: 0.2932 370/2099 [====>.........................] - ETA: 4:31 - loss: 338.3002 - logits_profile_predictions_loss: 333.9902 - logcount_predictions_loss: 0.2932 371/2099 [====>.........................] - ETA: 4:31 - loss: 338.2911 - logits_profile_predictions_loss: 333.9811 - logcount_predictions_loss: 0.2932 372/2099 [====>.........................] - ETA: 4:31 - loss: 338.2822 - logits_profile_predictions_loss: 333.9722 - logcount_predictions_loss: 0.2932 373/2099 [====>.........................] - ETA: 4:31 - loss: 338.2733 - logits_profile_predictions_loss: 333.9632 - logcount_predictions_loss: 0.2932 374/2099 [====>.........................] - ETA: 4:31 - loss: 338.2646 - logits_profile_predictions_loss: 333.9545 - logcount_predictions_loss: 0.2932 375/2099 [====>.........................] - ETA: 4:31 - loss: 338.2560 - logits_profile_predictions_loss: 333.9458 - logcount_predictions_loss: 0.2932 376/2099 [====>.........................] - ETA: 4:30 - loss: 338.2473 - logits_profile_predictions_loss: 333.9371 - logcount_predictions_loss: 0.2932 377/2099 [====>.........................] - ETA: 4:30 - loss: 338.2387 - logits_profile_predictions_loss: 333.9284 - logcount_predictions_loss: 0.2932 378/2099 [====>.........................] - ETA: 4:30 - loss: 338.2298 - logits_profile_predictions_loss: 333.9196 - logcount_predictions_loss: 0.2932 379/2099 [====>.........................] - ETA: 4:30 - loss: 338.2208 - logits_profile_predictions_loss: 333.9105 - logcount_predictions_loss: 0.2932 380/2099 [====>.........................] - ETA: 4:30 - loss: 338.2117 - logits_profile_predictions_loss: 333.9014 - logcount_predictions_loss: 0.2932 381/2099 [====>.........................] - ETA: 4:30 - loss: 338.2026 - logits_profile_predictions_loss: 333.8922 - logcount_predictions_loss: 0.2932 382/2099 [====>.........................] - ETA: 4:30 - loss: 338.1933 - logits_profile_predictions_loss: 333.8828 - logcount_predictions_loss: 0.2932 383/2099 [====>.........................] - ETA: 4:29 - loss: 338.1839 - logits_profile_predictions_loss: 333.8734 - logcount_predictions_loss: 0.2932 384/2099 [====>.........................] - ETA: 4:29 - loss: 338.1747 - logits_profile_predictions_loss: 333.8641 - logcount_predictions_loss: 0.2932 385/2099 [====>.........................] - ETA: 4:29 - loss: 338.1654 - logits_profile_predictions_loss: 333.8548 - logcount_predictions_loss: 0.2932 386/2099 [====>.........................] - ETA: 4:29 - loss: 338.1562 - logits_profile_predictions_loss: 333.8455 - logcount_predictions_loss: 0.2932 387/2099 [====>.........................] - ETA: 4:29 - loss: 338.1468 - logits_profile_predictions_loss: 333.8361 - logcount_predictions_loss: 0.2932 388/2099 [====>.........................] - ETA: 4:29 - loss: 338.1376 - logits_profile_predictions_loss: 333.8269 - logcount_predictions_loss: 0.2932 389/2099 [====>.........................] - ETA: 4:28 - loss: 338.1285 - logits_profile_predictions_loss: 333.8178 - logcount_predictions_loss: 0.2932 390/2099 [====>.........................] - ETA: 4:28 - loss: 338.1195 - logits_profile_predictions_loss: 333.8088 - logcount_predictions_loss: 0.2932 391/2099 [====>.........................] - ETA: 4:28 - loss: 338.1105 - logits_profile_predictions_loss: 333.7997 - logcount_predictions_loss: 0.2932 392/2099 [====>.........................] - ETA: 4:28 - loss: 338.1014 - logits_profile_predictions_loss: 333.7906 - logcount_predictions_loss: 0.2933 393/2099 [====>.........................] - ETA: 4:28 - loss: 338.0923 - logits_profile_predictions_loss: 333.7814 - logcount_predictions_loss: 0.2933 394/2099 [====>.........................] - ETA: 4:28 - loss: 338.0832 - logits_profile_predictions_loss: 333.7724 - logcount_predictions_loss: 0.2933 395/2099 [====>.........................] - ETA: 4:27 - loss: 338.0741 - logits_profile_predictions_loss: 333.7632 - logcount_predictions_loss: 0.2933 396/2099 [====>.........................] - ETA: 4:27 - loss: 338.0651 - logits_profile_predictions_loss: 333.7541 - logcount_predictions_loss: 0.2933 397/2099 [====>.........................] - ETA: 4:27 - loss: 338.0560 - logits_profile_predictions_loss: 333.7450 - logcount_predictions_loss: 0.2933 398/2099 [====>.........................] - ETA: 4:27 - loss: 338.0472 - logits_profile_predictions_loss: 333.7361 - logcount_predictions_loss: 0.2933 399/2099 [====>.........................] - ETA: 4:27 - loss: 338.0383 - logits_profile_predictions_loss: 333.7272 - logcount_predictions_loss: 0.2933 400/2099 [====>.........................] - ETA: 4:27 - loss: 338.0293 - logits_profile_predictions_loss: 333.7182 - logcount_predictions_loss: 0.2933 401/2099 [====>.........................] - ETA: 4:27 - loss: 338.0203 - logits_profile_predictions_loss: 333.7091 - logcount_predictions_loss: 0.2933 402/2099 [====>.........................] - ETA: 4:26 - loss: 338.0110 - logits_profile_predictions_loss: 333.6999 - logcount_predictions_loss: 0.2933 403/2099 [====>.........................] - ETA: 4:26 - loss: 338.0019 - logits_profile_predictions_loss: 333.6907 - logcount_predictions_loss: 0.2933 404/2099 [====>.........................] - ETA: 4:26 - loss: 337.9929 - logits_profile_predictions_loss: 333.6817 - logcount_predictions_loss: 0.2933 405/2099 [====>.........................] - ETA: 4:26 - loss: 337.9841 - logits_profile_predictions_loss: 333.6729 - logcount_predictions_loss: 0.2933 406/2099 [====>.........................] - ETA: 4:26 - loss: 337.9754 - logits_profile_predictions_loss: 333.6642 - logcount_predictions_loss: 0.2933 407/2099 [====>.........................] - ETA: 4:26 - loss: 337.9668 - logits_profile_predictions_loss: 333.6556 - logcount_predictions_loss: 0.2933 408/2099 [====>.........................] - ETA: 4:26 - loss: 337.9581 - logits_profile_predictions_loss: 333.6469 - logcount_predictions_loss: 0.2933 409/2099 [====>.........................] - ETA: 4:25 - loss: 337.9496 - logits_profile_predictions_loss: 333.6384 - logcount_predictions_loss: 0.2933 410/2099 [====>.........................] - ETA: 4:25 - loss: 337.9414 - logits_profile_predictions_loss: 333.6303 - logcount_predictions_loss: 0.2933 411/2099 [====>.........................] - ETA: 4:25 - loss: 337.9332 - logits_profile_predictions_loss: 333.6220 - logcount_predictions_loss: 0.2933 412/2099 [====>.........................] - ETA: 4:25 - loss: 337.9248 - logits_profile_predictions_loss: 333.6136 - logcount_predictions_loss: 0.2933 413/2099 [====>.........................] - ETA: 4:25 - loss: 337.9165 - logits_profile_predictions_loss: 333.6054 - logcount_predictions_loss: 0.2933 414/2099 [====>.........................] - ETA: 4:25 - loss: 337.9083 - logits_profile_predictions_loss: 333.5972 - logcount_predictions_loss: 0.2933 415/2099 [====>.........................] - ETA: 4:24 - loss: 337.9001 - logits_profile_predictions_loss: 333.5890 - logcount_predictions_loss: 0.2933 416/2099 [====>.........................] - ETA: 4:24 - loss: 337.8920 - logits_profile_predictions_loss: 333.5808 - logcount_predictions_loss: 0.2933 417/2099 [====>.........................] - ETA: 4:24 - loss: 337.8839 - logits_profile_predictions_loss: 333.5727 - logcount_predictions_loss: 0.2933 418/2099 [====>.........................] - ETA: 4:24 - loss: 337.8757 - logits_profile_predictions_loss: 333.5646 - logcount_predictions_loss: 0.2933 419/2099 [====>.........................] - ETA: 4:24 - loss: 337.8675 - logits_profile_predictions_loss: 333.5563 - logcount_predictions_loss: 0.2933 420/2099 [=====>........................] - ETA: 4:24 - loss: 337.8594 - logits_profile_predictions_loss: 333.5483 - logcount_predictions_loss: 0.2933 421/2099 [=====>........................] - ETA: 4:23 - loss: 337.8515 - logits_profile_predictions_loss: 333.5403 - logcount_predictions_loss: 0.2933 422/2099 [=====>........................] - ETA: 4:23 - loss: 337.8434 - logits_profile_predictions_loss: 333.5323 - logcount_predictions_loss: 0.2933 423/2099 [=====>........................] - ETA: 4:23 - loss: 337.8354 - logits_profile_predictions_loss: 333.5243 - logcount_predictions_loss: 0.2933 424/2099 [=====>........................] - ETA: 4:23 - loss: 337.8273 - logits_profile_predictions_loss: 333.5162 - logcount_predictions_loss: 0.2933 425/2099 [=====>........................] - ETA: 4:23 - loss: 337.8194 - logits_profile_predictions_loss: 333.5083 - logcount_predictions_loss: 0.2933 426/2099 [=====>........................] - ETA: 4:23 - loss: 337.8113 - logits_profile_predictions_loss: 333.5002 - logcount_predictions_loss: 0.2933 427/2099 [=====>........................] - ETA: 4:23 - loss: 337.8031 - logits_profile_predictions_loss: 333.4920 - logcount_predictions_loss: 0.2933 428/2099 [=====>........................] - ETA: 4:22 - loss: 337.7950 - logits_profile_predictions_loss: 333.4839 - logcount_predictions_loss: 0.2933 429/2099 [=====>........................] - ETA: 4:22 - loss: 337.7870 - logits_profile_predictions_loss: 333.4759 - logcount_predictions_loss: 0.2933 430/2099 [=====>........................] - ETA: 4:22 - loss: 337.7789 - logits_profile_predictions_loss: 333.4678 - logcount_predictions_loss: 0.2933 431/2099 [=====>........................] - ETA: 4:22 - loss: 337.7709 - logits_profile_predictions_loss: 333.4599 - logcount_predictions_loss: 0.2933 432/2099 [=====>........................] - ETA: 4:22 - loss: 337.7628 - logits_profile_predictions_loss: 333.4518 - logcount_predictions_loss: 0.2933 433/2099 [=====>........................] - ETA: 4:22 - loss: 337.7550 - logits_profile_predictions_loss: 333.4440 - logcount_predictions_loss: 0.2933 434/2099 [=====>........................] - ETA: 4:21 - loss: 337.7472 - logits_profile_predictions_loss: 333.4362 - logcount_predictions_loss: 0.2933 435/2099 [=====>........................] - ETA: 4:21 - loss: 337.7397 - logits_profile_predictions_loss: 333.4287 - logcount_predictions_loss: 0.2933 436/2099 [=====>........................] - ETA: 4:21 - loss: 337.7321 - logits_profile_predictions_loss: 333.4211 - logcount_predictions_loss: 0.2933 437/2099 [=====>........................] - ETA: 4:21 - loss: 337.7246 - logits_profile_predictions_loss: 333.4136 - logcount_predictions_loss: 0.2933 438/2099 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[===>..........................] - ETA: 4:38 - loss: 330.3202 - logits_profile_predictions_loss: 326.3354 - logcount_predictions_loss: 0.2711 329/2099 [===>..........................] - ETA: 4:38 - loss: 330.3198 - logits_profile_predictions_loss: 326.3351 - logcount_predictions_loss: 0.2711 330/2099 [===>..........................] - ETA: 4:38 - loss: 330.3192 - logits_profile_predictions_loss: 326.3346 - logcount_predictions_loss: 0.2711 331/2099 [===>..........................] - ETA: 4:37 - loss: 330.3188 - logits_profile_predictions_loss: 326.3343 - logcount_predictions_loss: 0.2711 332/2099 [===>..........................] - ETA: 4:37 - loss: 330.3181 - logits_profile_predictions_loss: 326.3337 - logcount_predictions_loss: 0.2710 333/2099 [===>..........................] - ETA: 4:37 - loss: 330.3173 - logits_profile_predictions_loss: 326.3329 - logcount_predictions_loss: 0.2710 334/2099 [===>..........................] - ETA: 4:37 - loss: 330.3163 - 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[===>..........................] - ETA: 4:36 - loss: 330.3148 - logits_profile_predictions_loss: 326.3310 - logcount_predictions_loss: 0.2710 342/2099 [===>..........................] - ETA: 4:36 - loss: 330.3145 - logits_profile_predictions_loss: 326.3307 - logcount_predictions_loss: 0.2710 343/2099 [===>..........................] - ETA: 4:36 - loss: 330.3138 - logits_profile_predictions_loss: 326.3301 - logcount_predictions_loss: 0.2710 344/2099 [===>..........................] - ETA: 4:35 - loss: 330.3130 - logits_profile_predictions_loss: 326.3294 - logcount_predictions_loss: 0.2710 345/2099 [===>..........................] - ETA: 4:35 - loss: 330.3124 - logits_profile_predictions_loss: 326.3288 - logcount_predictions_loss: 0.2710 346/2099 [===>..........................] - ETA: 4:35 - loss: 330.3117 - logits_profile_predictions_loss: 326.3282 - logcount_predictions_loss: 0.2710 347/2099 [===>..........................] - ETA: 4:35 - loss: 330.3111 - 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[====>.........................] - ETA: 4:34 - loss: 330.3088 - logits_profile_predictions_loss: 326.3259 - logcount_predictions_loss: 0.2709 355/2099 [====>.........................] - ETA: 4:34 - loss: 330.3085 - logits_profile_predictions_loss: 326.3258 - logcount_predictions_loss: 0.2709 356/2099 [====>.........................] - ETA: 4:34 - loss: 330.3084 - logits_profile_predictions_loss: 326.3257 - logcount_predictions_loss: 0.2709 357/2099 [====>.........................] - ETA: 4:33 - loss: 330.3083 - logits_profile_predictions_loss: 326.3258 - logcount_predictions_loss: 0.2709 358/2099 [====>.........................] - ETA: 4:33 - loss: 330.3085 - logits_profile_predictions_loss: 326.3261 - logcount_predictions_loss: 0.2709 359/2099 [====>.........................] - ETA: 4:33 - loss: 330.3090 - logits_profile_predictions_loss: 326.3266 - logcount_predictions_loss: 0.2709 360/2099 [====>.........................] - ETA: 4:33 - loss: 330.3092 - logits_profile_predictions_loss: 326.3269 - logcount_predictions_loss: 0.2709 361/2099 [====>.........................] - ETA: 4:33 - loss: 330.3096 - logits_profile_predictions_loss: 326.3274 - logcount_predictions_loss: 0.2709 362/2099 [====>.........................] - ETA: 4:33 - loss: 330.3100 - logits_profile_predictions_loss: 326.3278 - logcount_predictions_loss: 0.2709 363/2099 [====>.........................] - ETA: 4:32 - loss: 330.3105 - logits_profile_predictions_loss: 326.3284 - logcount_predictions_loss: 0.2709 364/2099 [====>.........................] - ETA: 4:32 - loss: 330.3110 - logits_profile_predictions_loss: 326.3290 - logcount_predictions_loss: 0.2709 365/2099 [====>.........................] - ETA: 4:32 - loss: 330.3116 - logits_profile_predictions_loss: 326.3297 - logcount_predictions_loss: 0.2709 366/2099 [====>.........................] - ETA: 4:32 - loss: 330.3120 - logits_profile_predictions_loss: 326.3301 - logcount_predictions_loss: 0.2709 367/2099 [====>.........................] - ETA: 4:32 - loss: 330.3123 - logits_profile_predictions_loss: 326.3306 - logcount_predictions_loss: 0.2709 368/2099 [====>.........................] - ETA: 4:32 - loss: 330.3126 - logits_profile_predictions_loss: 326.3308 - logcount_predictions_loss: 0.2709 369/2099 [====>.........................] - ETA: 4:31 - loss: 330.3129 - logits_profile_predictions_loss: 326.3313 - logcount_predictions_loss: 0.2709 370/2099 [====>.........................] - ETA: 4:31 - loss: 330.3133 - logits_profile_predictions_loss: 326.3317 - logcount_predictions_loss: 0.2709 371/2099 [====>.........................] - ETA: 4:31 - loss: 330.3138 - logits_profile_predictions_loss: 326.3322 - logcount_predictions_loss: 0.2709 372/2099 [====>.........................] - ETA: 4:31 - loss: 330.3141 - logits_profile_predictions_loss: 326.3326 - logcount_predictions_loss: 0.2708 373/2099 [====>.........................] - ETA: 4:31 - loss: 330.3144 - logits_profile_predictions_loss: 326.3330 - logcount_predictions_loss: 0.2708 374/2099 [====>.........................] - ETA: 4:31 - loss: 330.3149 - logits_profile_predictions_loss: 326.3335 - logcount_predictions_loss: 0.2708 375/2099 [====>.........................] - ETA: 4:31 - loss: 330.3155 - logits_profile_predictions_loss: 326.3342 - logcount_predictions_loss: 0.2708 376/2099 [====>.........................] - ETA: 4:30 - loss: 330.3160 - logits_profile_predictions_loss: 326.3348 - logcount_predictions_loss: 0.2708 377/2099 [====>.........................] - ETA: 4:30 - loss: 330.3165 - logits_profile_predictions_loss: 326.3353 - logcount_predictions_loss: 0.2708 378/2099 [====>.........................] - ETA: 4:30 - loss: 330.3170 - logits_profile_predictions_loss: 326.3359 - logcount_predictions_loss: 0.2708 379/2099 [====>.........................] - ETA: 4:30 - loss: 330.3175 - logits_profile_predictions_loss: 326.3364 - logcount_predictions_loss: 0.2708 380/2099 [====>.........................] - ETA: 4:30 - loss: 330.3177 - logits_profile_predictions_loss: 326.3367 - logcount_predictions_loss: 0.2708 381/2099 [====>.........................] - ETA: 4:30 - loss: 330.3178 - logits_profile_predictions_loss: 326.3369 - logcount_predictions_loss: 0.2708 382/2099 [====>.........................] - ETA: 4:29 - loss: 330.3178 - logits_profile_predictions_loss: 326.3369 - logcount_predictions_loss: 0.2708 383/2099 [====>.........................] - ETA: 4:29 - loss: 330.3177 - logits_profile_predictions_loss: 326.3369 - logcount_predictions_loss: 0.2708 384/2099 [====>.........................] - ETA: 4:29 - loss: 330.3174 - logits_profile_predictions_loss: 326.3366 - logcount_predictions_loss: 0.2708 385/2099 [====>.........................] - ETA: 4:29 - loss: 330.3170 - logits_profile_predictions_loss: 326.3363 - logcount_predictions_loss: 0.2708 386/2099 [====>.........................] - ETA: 4:29 - loss: 330.3166 - 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[====>.........................] - ETA: 4:28 - loss: 330.3112 - logits_profile_predictions_loss: 326.3312 - logcount_predictions_loss: 0.2707 394/2099 [====>.........................] - ETA: 4:28 - loss: 330.3103 - logits_profile_predictions_loss: 326.3304 - logcount_predictions_loss: 0.2707 395/2099 [====>.........................] - ETA: 4:27 - loss: 330.3094 - logits_profile_predictions_loss: 326.3296 - logcount_predictions_loss: 0.2707 396/2099 [====>.........................] - ETA: 4:27 - loss: 330.3083 - logits_profile_predictions_loss: 326.3286 - logcount_predictions_loss: 0.2707 397/2099 [====>.........................] - ETA: 4:27 - loss: 330.3073 - logits_profile_predictions_loss: 326.3278 - logcount_predictions_loss: 0.2707 398/2099 [====>.........................] - ETA: 4:27 - loss: 330.3064 - logits_profile_predictions_loss: 326.3269 - logcount_predictions_loss: 0.2707 399/2099 [====>.........................] - ETA: 4:27 - loss: 330.3055 - logits_profile_predictions_loss: 326.3261 - logcount_predictions_loss: 0.2707 400/2099 [====>.........................] - ETA: 4:27 - loss: 330.3046 - logits_profile_predictions_loss: 326.3253 - logcount_predictions_loss: 0.2707 401/2099 [====>.........................] - ETA: 4:27 - loss: 330.3036 - logits_profile_predictions_loss: 326.3244 - logcount_predictions_loss: 0.2707 402/2099 [====>.........................] - ETA: 4:26 - loss: 330.3027 - logits_profile_predictions_loss: 326.3236 - logcount_predictions_loss: 0.2707 403/2099 [====>.........................] - ETA: 4:26 - loss: 330.3018 - logits_profile_predictions_loss: 326.3228 - logcount_predictions_loss: 0.2707 404/2099 [====>.........................] - ETA: 4:26 - loss: 330.3010 - logits_profile_predictions_loss: 326.3221 - logcount_predictions_loss: 0.2707 405/2099 [====>.........................] - ETA: 4:26 - loss: 330.3002 - logits_profile_predictions_loss: 326.3214 - logcount_predictions_loss: 0.2707 406/2099 [====>.........................] - ETA: 4:26 - loss: 330.2993 - logits_profile_predictions_loss: 326.3206 - logcount_predictions_loss: 0.2707 407/2099 [====>.........................] - ETA: 4:26 - loss: 330.2984 - logits_profile_predictions_loss: 326.3199 - logcount_predictions_loss: 0.2707 408/2099 [====>.........................] - ETA: 4:25 - loss: 330.2976 - logits_profile_predictions_loss: 326.3192 - logcount_predictions_loss: 0.2706 409/2099 [====>.........................] - ETA: 4:25 - loss: 330.2969 - logits_profile_predictions_loss: 326.3185 - logcount_predictions_loss: 0.2706 410/2099 [====>.........................] - ETA: 4:25 - loss: 330.2960 - logits_profile_predictions_loss: 326.3177 - logcount_predictions_loss: 0.2706 411/2099 [====>.........................] - ETA: 4:25 - loss: 330.2951 - logits_profile_predictions_loss: 326.3169 - logcount_predictions_loss: 0.2706 412/2099 [====>.........................] - ETA: 4:25 - loss: 330.2942 - logits_profile_predictions_loss: 326.3161 - logcount_predictions_loss: 0.2706 413/2099 [====>.........................] - ETA: 4:25 - loss: 330.2934 - logits_profile_predictions_loss: 326.3154 - logcount_predictions_loss: 0.2706 414/2099 [====>.........................] - ETA: 4:24 - loss: 330.2926 - logits_profile_predictions_loss: 326.3148 - logcount_predictions_loss: 0.2706 415/2099 [====>.........................] - ETA: 4:24 - loss: 330.2921 - logits_profile_predictions_loss: 326.3143 - logcount_predictions_loss: 0.2706 416/2099 [====>.........................] - ETA: 4:24 - loss: 330.2915 - logits_profile_predictions_loss: 326.3138 - logcount_predictions_loss: 0.2706 417/2099 [====>.........................] - ETA: 4:24 - loss: 330.2910 - logits_profile_predictions_loss: 326.3134 - logcount_predictions_loss: 0.2706 418/2099 [====>.........................] - ETA: 4:24 - loss: 330.2906 - logits_profile_predictions_loss: 326.3131 - logcount_predictions_loss: 0.2706 419/2099 [====>.........................] - ETA: 4:24 - loss: 330.2900 - logits_profile_predictions_loss: 326.3127 - logcount_predictions_loss: 0.2706 420/2099 [=====>........................] - ETA: 4:24 - loss: 330.2893 - logits_profile_predictions_loss: 326.3121 - logcount_predictions_loss: 0.2706 421/2099 [=====>........................] - ETA: 4:23 - loss: 330.2884 - logits_profile_predictions_loss: 326.3113 - logcount_predictions_loss: 0.2705 422/2099 [=====>........................] - ETA: 4:23 - loss: 330.2874 - logits_profile_predictions_loss: 326.3105 - logcount_predictions_loss: 0.2705 423/2099 [=====>........................] - ETA: 4:23 - loss: 330.2864 - logits_profile_predictions_loss: 326.3096 - logcount_predictions_loss: 0.2705 424/2099 [=====>........................] - ETA: 4:23 - loss: 330.2854 - logits_profile_predictions_loss: 326.3087 - logcount_predictions_loss: 0.2705 425/2099 [=====>........................] - ETA: 4:23 - loss: 330.2844 - logits_profile_predictions_loss: 326.3078 - logcount_predictions_loss: 0.2705 426/2099 [=====>........................] - ETA: 4:23 - loss: 330.2836 - logits_profile_predictions_loss: 326.3071 - logcount_predictions_loss: 0.2705 427/2099 [=====>........................] - ETA: 4:22 - loss: 330.2829 - logits_profile_predictions_loss: 326.3066 - logcount_predictions_loss: 0.2705 428/2099 [=====>........................] - ETA: 4:22 - loss: 330.2823 - logits_profile_predictions_loss: 326.3061 - logcount_predictions_loss: 0.2705 429/2099 [=====>........................] - ETA: 4:22 - loss: 330.2818 - logits_profile_predictions_loss: 326.3057 - logcount_predictions_loss: 0.2705 430/2099 [=====>........................] - ETA: 4:22 - loss: 330.2814 - logits_profile_predictions_loss: 326.3054 - logcount_predictions_loss: 0.2705 431/2099 [=====>........................] - ETA: 4:22 - loss: 330.2811 - logits_profile_predictions_loss: 326.3053 - logcount_predictions_loss: 0.2705 432/2099 [=====>........................] - ETA: 4:22 - loss: 330.2808 - logits_profile_predictions_loss: 326.3051 - logcount_predictions_loss: 0.2705 433/2099 [=====>........................] - ETA: 4:22 - loss: 330.2804 - logits_profile_predictions_loss: 326.3048 - logcount_predictions_loss: 0.2704 434/2099 [=====>........................] - ETA: 4:21 - loss: 330.2800 - logits_profile_predictions_loss: 326.3046 - logcount_predictions_loss: 0.2704 435/2099 [=====>........................] - ETA: 4:21 - loss: 330.2799 - logits_profile_predictions_loss: 326.3046 - logcount_predictions_loss: 0.2704 436/2099 [=====>........................] - ETA: 4:21 - loss: 330.2797 - logits_profile_predictions_loss: 326.3045 - logcount_predictions_loss: 0.2704 437/2099 [=====>........................] - ETA: 4:21 - loss: 330.2796 - logits_profile_predictions_loss: 326.3045 - logcount_predictions_loss: 0.2704 438/2099 [=====>........................] - ETA: 4:21 - loss: 330.2795 - 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[============================>.] - ETA: 0s - loss: 330.0778 - logits_profile_predictions_loss: 326.1748 - logcount_predictions_loss: 0.2655 2098/2099 [============================>.] - ETA: 0s - loss: 330.0781 - logits_profile_predictions_loss: 326.1751 - logcount_predictions_loss: 0.2655 2099/2099 [==============================] - ETA: 0s - loss: 330.0783 - logits_profile_predictions_loss: 326.1754 - logcount_predictions_loss: 0.2655 2099/2099 [==============================] - 347s 165ms/step - loss: 330.0786 - logits_profile_predictions_loss: 326.1757 - logcount_predictions_loss: 0.2655 - val_loss: 368.4946 - val_logits_profile_predictions_loss: 362.4660 - val_logcount_predictions_loss: 0.4101 + +Epoch 00012: val_loss did not improve from 367.77747 +Epoch 13/50 + 1/2099 [..............................] - ETA: 7:34 - loss: 341.7056 - logits_profile_predictions_loss: 337.7983 - logcount_predictions_loss: 0.2658 2/2099 [..............................] - ETA: 5:28 - loss: 333.7755 - logits_profile_predictions_loss: 330.2316 - logcount_predictions_loss: 0.2411 3/2099 [..............................] - ETA: 5:27 - loss: 327.7570 - logits_profile_predictions_loss: 324.2417 - logcount_predictions_loss: 0.2391 4/2099 [..............................] - ETA: 5:26 - loss: 324.2993 - logits_profile_predictions_loss: 320.7766 - logcount_predictions_loss: 0.2396 5/2099 [..............................] - ETA: 5:27 - loss: 323.0983 - logits_profile_predictions_loss: 319.5911 - logcount_predictions_loss: 0.2386 6/2099 [..............................] - ETA: 5:26 - loss: 322.3820 - logits_profile_predictions_loss: 318.8571 - logcount_predictions_loss: 0.2398 7/2099 [..............................] - ETA: 5:27 - loss: 322.8072 - logits_profile_predictions_loss: 319.2855 - logcount_predictions_loss: 0.2396 8/2099 [..............................] - ETA: 5:27 - loss: 324.1885 - logits_profile_predictions_loss: 320.6766 - logcount_predictions_loss: 0.2389 9/2099 [..............................] - ETA: 5:27 - loss: 324.8793 - logits_profile_predictions_loss: 321.3758 - logcount_predictions_loss: 0.2383 10/2099 [..............................] - ETA: 5:27 - loss: 325.4196 - logits_profile_predictions_loss: 321.9044 - logcount_predictions_loss: 0.2391 11/2099 [..............................] - ETA: 5:27 - loss: 326.2580 - logits_profile_predictions_loss: 322.7332 - logcount_predictions_loss: 0.2398 12/2099 [..............................] - ETA: 5:27 - loss: 326.9064 - logits_profile_predictions_loss: 323.3766 - logcount_predictions_loss: 0.2401 13/2099 [..............................] - ETA: 5:26 - loss: 327.5915 - logits_profile_predictions_loss: 324.0560 - logcount_predictions_loss: 0.2405 14/2099 [..............................] - ETA: 5:26 - loss: 328.2633 - logits_profile_predictions_loss: 324.7263 - logcount_predictions_loss: 0.2406 15/2099 [..............................] - ETA: 5:26 - loss: 328.7801 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 325.7348 - logcount_predictions_loss: 0.2463 310/2099 [===>..........................] - ETA: 4:41 - loss: 329.3509 - logits_profile_predictions_loss: 325.7302 - logcount_predictions_loss: 0.2463 311/2099 [===>..........................] - ETA: 4:41 - loss: 329.3462 - logits_profile_predictions_loss: 325.7255 - logcount_predictions_loss: 0.2463 312/2099 [===>..........................] - ETA: 4:41 - loss: 329.3414 - logits_profile_predictions_loss: 325.7208 - logcount_predictions_loss: 0.2463 313/2099 [===>..........................] - ETA: 4:40 - loss: 329.3366 - logits_profile_predictions_loss: 325.7159 - logcount_predictions_loss: 0.2463 314/2099 [===>..........................] - ETA: 4:40 - loss: 329.3321 - logits_profile_predictions_loss: 325.7115 - logcount_predictions_loss: 0.2463 315/2099 [===>..........................] - ETA: 4:40 - loss: 329.3275 - logits_profile_predictions_loss: 325.7070 - logcount_predictions_loss: 0.2463 316/2099 [===>..........................] - ETA: 4:40 - loss: 329.3229 - logits_profile_predictions_loss: 325.7024 - logcount_predictions_loss: 0.2463 317/2099 [===>..........................] - ETA: 4:40 - loss: 329.3185 - logits_profile_predictions_loss: 325.6981 - logcount_predictions_loss: 0.2463 318/2099 [===>..........................] - ETA: 4:40 - loss: 329.3145 - logits_profile_predictions_loss: 325.6941 - logcount_predictions_loss: 0.2463 319/2099 [===>..........................] - ETA: 4:40 - loss: 329.3106 - logits_profile_predictions_loss: 325.6903 - logcount_predictions_loss: 0.2463 320/2099 [===>..........................] - ETA: 4:39 - loss: 329.3072 - logits_profile_predictions_loss: 325.6869 - logcount_predictions_loss: 0.2463 321/2099 [===>..........................] - ETA: 4:39 - loss: 329.3037 - logits_profile_predictions_loss: 325.6835 - logcount_predictions_loss: 0.2463 322/2099 [===>..........................] - ETA: 4:39 - loss: 329.3005 - logits_profile_predictions_loss: 325.6804 - logcount_predictions_loss: 0.2463 323/2099 [===>..........................] - ETA: 4:39 - loss: 329.2975 - logits_profile_predictions_loss: 325.6775 - logcount_predictions_loss: 0.2463 324/2099 [===>..........................] - ETA: 4:39 - loss: 329.2945 - logits_profile_predictions_loss: 325.6745 - logcount_predictions_loss: 0.2463 325/2099 [===>..........................] - ETA: 4:39 - loss: 329.2916 - logits_profile_predictions_loss: 325.6717 - logcount_predictions_loss: 0.2463 326/2099 [===>..........................] - ETA: 4:38 - loss: 329.2885 - logits_profile_predictions_loss: 325.6686 - logcount_predictions_loss: 0.2463 327/2099 [===>..........................] - ETA: 4:38 - loss: 329.2855 - logits_profile_predictions_loss: 325.6657 - logcount_predictions_loss: 0.2463 328/2099 [===>..........................] - ETA: 4:38 - loss: 329.2825 - logits_profile_predictions_loss: 325.6628 - logcount_predictions_loss: 0.2462 329/2099 [===>..........................] - ETA: 4:38 - loss: 329.2797 - logits_profile_predictions_loss: 325.6600 - logcount_predictions_loss: 0.2462 330/2099 [===>..........................] - ETA: 4:38 - loss: 329.2767 - logits_profile_predictions_loss: 325.6571 - logcount_predictions_loss: 0.2462 331/2099 [===>..........................] - ETA: 4:38 - loss: 329.2735 - logits_profile_predictions_loss: 325.6539 - logcount_predictions_loss: 0.2462 332/2099 [===>..........................] - ETA: 4:37 - loss: 329.2703 - logits_profile_predictions_loss: 325.6507 - logcount_predictions_loss: 0.2462 333/2099 [===>..........................] - ETA: 4:37 - loss: 329.2671 - logits_profile_predictions_loss: 325.6477 - logcount_predictions_loss: 0.2462 334/2099 [===>..........................] - ETA: 4:37 - loss: 329.2639 - logits_profile_predictions_loss: 325.6445 - logcount_predictions_loss: 0.2462 335/2099 [===>..........................] - ETA: 4:37 - loss: 329.2611 - logits_profile_predictions_loss: 325.6417 - logcount_predictions_loss: 0.2462 336/2099 [===>..........................] - ETA: 4:37 - loss: 329.2579 - logits_profile_predictions_loss: 325.6386 - logcount_predictions_loss: 0.2462 337/2099 [===>..........................] - ETA: 4:37 - loss: 329.2552 - logits_profile_predictions_loss: 325.6360 - logcount_predictions_loss: 0.2462 338/2099 [===>..........................] - ETA: 4:37 - loss: 329.2529 - logits_profile_predictions_loss: 325.6337 - logcount_predictions_loss: 0.2462 339/2099 [===>..........................] - ETA: 4:36 - loss: 329.2506 - logits_profile_predictions_loss: 325.6316 - logcount_predictions_loss: 0.2462 340/2099 [===>..........................] - ETA: 4:36 - loss: 329.2485 - logits_profile_predictions_loss: 325.6295 - logcount_predictions_loss: 0.2462 341/2099 [===>..........................] - ETA: 4:36 - loss: 329.2463 - logits_profile_predictions_loss: 325.6273 - logcount_predictions_loss: 0.2462 342/2099 [===>..........................] - ETA: 4:36 - loss: 329.2444 - logits_profile_predictions_loss: 325.6255 - logcount_predictions_loss: 0.2462 343/2099 [===>..........................] - ETA: 4:36 - loss: 329.2429 - logits_profile_predictions_loss: 325.6241 - logcount_predictions_loss: 0.2462 344/2099 [===>..........................] - ETA: 4:36 - loss: 329.2415 - logits_profile_predictions_loss: 325.6227 - logcount_predictions_loss: 0.2462 345/2099 [===>..........................] - ETA: 4:35 - loss: 329.2398 - logits_profile_predictions_loss: 325.6211 - logcount_predictions_loss: 0.2462 346/2099 [===>..........................] - ETA: 4:35 - loss: 329.2384 - logits_profile_predictions_loss: 325.6197 - logcount_predictions_loss: 0.2462 347/2099 [===>..........................] - ETA: 4:35 - loss: 329.2370 - logits_profile_predictions_loss: 325.6184 - logcount_predictions_loss: 0.2462 348/2099 [===>..........................] - ETA: 4:35 - loss: 329.2354 - logits_profile_predictions_loss: 325.6168 - logcount_predictions_loss: 0.2462 349/2099 [===>..........................] - ETA: 4:35 - loss: 329.2335 - logits_profile_predictions_loss: 325.6150 - logcount_predictions_loss: 0.2462 350/2099 [====>.........................] - ETA: 4:35 - loss: 329.2317 - logits_profile_predictions_loss: 325.6133 - logcount_predictions_loss: 0.2462 351/2099 [====>.........................] - ETA: 4:35 - loss: 329.2298 - logits_profile_predictions_loss: 325.6114 - logcount_predictions_loss: 0.2462 352/2099 [====>.........................] - ETA: 4:34 - loss: 329.2280 - logits_profile_predictions_loss: 325.6097 - logcount_predictions_loss: 0.2462 353/2099 [====>.........................] - ETA: 4:34 - loss: 329.2262 - logits_profile_predictions_loss: 325.6080 - logcount_predictions_loss: 0.2461 354/2099 [====>.........................] - ETA: 4:34 - loss: 329.2242 - logits_profile_predictions_loss: 325.6061 - logcount_predictions_loss: 0.2461 355/2099 [====>.........................] - ETA: 4:34 - loss: 329.2221 - logits_profile_predictions_loss: 325.6041 - logcount_predictions_loss: 0.2461 356/2099 [====>.........................] - ETA: 4:34 - loss: 329.2199 - logits_profile_predictions_loss: 325.6019 - logcount_predictions_loss: 0.2461 357/2099 [====>.........................] - ETA: 4:34 - loss: 329.2179 - logits_profile_predictions_loss: 325.6000 - logcount_predictions_loss: 0.2461 358/2099 [====>.........................] - ETA: 4:33 - loss: 329.2156 - logits_profile_predictions_loss: 325.5978 - logcount_predictions_loss: 0.2461 359/2099 [====>.........................] - ETA: 4:33 - loss: 329.2133 - logits_profile_predictions_loss: 325.5956 - logcount_predictions_loss: 0.2461 360/2099 [====>.........................] - ETA: 4:33 - loss: 329.2108 - logits_profile_predictions_loss: 325.5931 - logcount_predictions_loss: 0.2461 361/2099 [====>.........................] - ETA: 4:33 - loss: 329.2083 - logits_profile_predictions_loss: 325.5908 - logcount_predictions_loss: 0.2461 362/2099 [====>.........................] - ETA: 4:33 - loss: 329.2058 - logits_profile_predictions_loss: 325.5883 - logcount_predictions_loss: 0.2461 363/2099 [====>.........................] - ETA: 4:33 - loss: 329.2033 - logits_profile_predictions_loss: 325.5859 - logcount_predictions_loss: 0.2461 364/2099 [====>.........................] - ETA: 4:33 - loss: 329.2006 - logits_profile_predictions_loss: 325.5833 - logcount_predictions_loss: 0.2461 365/2099 [====>.........................] - ETA: 4:32 - loss: 329.1979 - logits_profile_predictions_loss: 325.5807 - logcount_predictions_loss: 0.2461 366/2099 [====>.........................] - ETA: 4:32 - loss: 329.1950 - logits_profile_predictions_loss: 325.5779 - logcount_predictions_loss: 0.2461 367/2099 [====>.........................] - ETA: 4:32 - loss: 329.1920 - logits_profile_predictions_loss: 325.5751 - logcount_predictions_loss: 0.2461 368/2099 [====>.........................] - ETA: 4:32 - loss: 329.1893 - logits_profile_predictions_loss: 325.5725 - logcount_predictions_loss: 0.2461 369/2099 [====>.........................] - ETA: 4:32 - loss: 329.1866 - logits_profile_predictions_loss: 325.5698 - logcount_predictions_loss: 0.2460 370/2099 [====>.........................] - ETA: 4:32 - loss: 329.1842 - logits_profile_predictions_loss: 325.5675 - logcount_predictions_loss: 0.2460 371/2099 [====>.........................] - ETA: 4:31 - loss: 329.1816 - logits_profile_predictions_loss: 325.5651 - logcount_predictions_loss: 0.2460 372/2099 [====>.........................] - ETA: 4:31 - loss: 329.1789 - logits_profile_predictions_loss: 325.5625 - logcount_predictions_loss: 0.2460 373/2099 [====>.........................] - ETA: 4:31 - loss: 329.1761 - logits_profile_predictions_loss: 325.5598 - logcount_predictions_loss: 0.2460 374/2099 [====>.........................] - ETA: 4:31 - loss: 329.1732 - logits_profile_predictions_loss: 325.5570 - logcount_predictions_loss: 0.2460 375/2099 [====>.........................] - ETA: 4:31 - loss: 329.1702 - logits_profile_predictions_loss: 325.5542 - logcount_predictions_loss: 0.2460 376/2099 [====>.........................] - ETA: 4:31 - loss: 329.1673 - logits_profile_predictions_loss: 325.5513 - logcount_predictions_loss: 0.2460 377/2099 [====>.........................] - ETA: 4:30 - loss: 329.1644 - logits_profile_predictions_loss: 325.5485 - logcount_predictions_loss: 0.2460 378/2099 [====>.........................] - ETA: 4:30 - loss: 329.1618 - logits_profile_predictions_loss: 325.5460 - logcount_predictions_loss: 0.2460 379/2099 [====>.........................] - ETA: 4:30 - loss: 329.1593 - logits_profile_predictions_loss: 325.5436 - logcount_predictions_loss: 0.2460 380/2099 [====>.........................] - ETA: 4:30 - loss: 329.1567 - logits_profile_predictions_loss: 325.5410 - logcount_predictions_loss: 0.2460 381/2099 [====>.........................] - ETA: 4:30 - loss: 329.1541 - logits_profile_predictions_loss: 325.5385 - logcount_predictions_loss: 0.2460 382/2099 [====>.........................] - ETA: 4:30 - loss: 329.1517 - logits_profile_predictions_loss: 325.5363 - logcount_predictions_loss: 0.2460 383/2099 [====>.........................] - ETA: 4:30 - loss: 329.1494 - logits_profile_predictions_loss: 325.5341 - logcount_predictions_loss: 0.2459 384/2099 [====>.........................] - ETA: 4:29 - loss: 329.1473 - logits_profile_predictions_loss: 325.5320 - logcount_predictions_loss: 0.2459 385/2099 [====>.........................] - ETA: 4:29 - loss: 329.1451 - logits_profile_predictions_loss: 325.5299 - logcount_predictions_loss: 0.2459 386/2099 [====>.........................] - ETA: 4:29 - loss: 329.1430 - logits_profile_predictions_loss: 325.5279 - logcount_predictions_loss: 0.2459 387/2099 [====>.........................] - ETA: 4:29 - loss: 329.1411 - logits_profile_predictions_loss: 325.5261 - logcount_predictions_loss: 0.2459 388/2099 [====>.........................] - ETA: 4:29 - loss: 329.1392 - logits_profile_predictions_loss: 325.5243 - logcount_predictions_loss: 0.2459 389/2099 [====>.........................] - ETA: 4:29 - loss: 329.1372 - logits_profile_predictions_loss: 325.5224 - logcount_predictions_loss: 0.2459 390/2099 [====>.........................] - ETA: 4:28 - loss: 329.1352 - logits_profile_predictions_loss: 325.5205 - logcount_predictions_loss: 0.2459 391/2099 [====>.........................] - ETA: 4:28 - loss: 329.1332 - logits_profile_predictions_loss: 325.5186 - logcount_predictions_loss: 0.2459 392/2099 [====>.........................] - ETA: 4:28 - loss: 329.1312 - logits_profile_predictions_loss: 325.5167 - logcount_predictions_loss: 0.2459 393/2099 [====>.........................] - ETA: 4:28 - loss: 329.1292 - logits_profile_predictions_loss: 325.5148 - logcount_predictions_loss: 0.2459 394/2099 [====>.........................] - ETA: 4:28 - loss: 329.1274 - logits_profile_predictions_loss: 325.5130 - logcount_predictions_loss: 0.2459 395/2099 [====>.........................] - ETA: 4:28 - loss: 329.1255 - logits_profile_predictions_loss: 325.5112 - logcount_predictions_loss: 0.2459 396/2099 [====>.........................] - ETA: 4:28 - loss: 329.1240 - logits_profile_predictions_loss: 325.5098 - logcount_predictions_loss: 0.2459 397/2099 [====>.........................] - ETA: 4:27 - loss: 329.1226 - logits_profile_predictions_loss: 325.5084 - logcount_predictions_loss: 0.2459 398/2099 [====>.........................] - ETA: 4:27 - loss: 329.1210 - logits_profile_predictions_loss: 325.5069 - logcount_predictions_loss: 0.2459 399/2099 [====>.........................] - ETA: 4:27 - loss: 329.1194 - logits_profile_predictions_loss: 325.5054 - logcount_predictions_loss: 0.2459 400/2099 [====>.........................] - ETA: 4:27 - loss: 329.1179 - logits_profile_predictions_loss: 325.5040 - logcount_predictions_loss: 0.2459 401/2099 [====>.........................] - ETA: 4:27 - loss: 329.1162 - logits_profile_predictions_loss: 325.5024 - logcount_predictions_loss: 0.2458 402/2099 [====>.........................] - ETA: 4:27 - loss: 329.1146 - logits_profile_predictions_loss: 325.5008 - logcount_predictions_loss: 0.2458 403/2099 [====>.........................] - ETA: 4:26 - loss: 329.1130 - logits_profile_predictions_loss: 325.4993 - logcount_predictions_loss: 0.2458 404/2099 [====>.........................] - ETA: 4:26 - loss: 329.1115 - logits_profile_predictions_loss: 325.4978 - logcount_predictions_loss: 0.2458 405/2099 [====>.........................] - ETA: 4:26 - loss: 329.1099 - logits_profile_predictions_loss: 325.4964 - logcount_predictions_loss: 0.2458 406/2099 [====>.........................] - ETA: 4:26 - loss: 329.1082 - logits_profile_predictions_loss: 325.4948 - logcount_predictions_loss: 0.2458 407/2099 [====>.........................] - ETA: 4:26 - loss: 329.1068 - logits_profile_predictions_loss: 325.4934 - logcount_predictions_loss: 0.2458 408/2099 [====>.........................] - ETA: 4:26 - loss: 329.1053 - logits_profile_predictions_loss: 325.4920 - logcount_predictions_loss: 0.2458 409/2099 [====>.........................] - ETA: 4:25 - loss: 329.1038 - logits_profile_predictions_loss: 325.4906 - logcount_predictions_loss: 0.2458 410/2099 [====>.........................] - ETA: 4:25 - loss: 329.1024 - logits_profile_predictions_loss: 325.4893 - logcount_predictions_loss: 0.2458 411/2099 [====>.........................] - ETA: 4:25 - loss: 329.1008 - logits_profile_predictions_loss: 325.4878 - logcount_predictions_loss: 0.2458 412/2099 [====>.........................] - ETA: 4:25 - loss: 329.0994 - logits_profile_predictions_loss: 325.4865 - logcount_predictions_loss: 0.2458 413/2099 [====>.........................] - ETA: 4:25 - loss: 329.0981 - logits_profile_predictions_loss: 325.4853 - logcount_predictions_loss: 0.2458 414/2099 [====>.........................] - ETA: 4:25 - loss: 329.0968 - logits_profile_predictions_loss: 325.4840 - logcount_predictions_loss: 0.2458 415/2099 [====>.........................] - ETA: 4:25 - loss: 329.0955 - logits_profile_predictions_loss: 325.4828 - logcount_predictions_loss: 0.2458 416/2099 [====>.........................] - ETA: 4:24 - loss: 329.0942 - logits_profile_predictions_loss: 325.4816 - logcount_predictions_loss: 0.2458 417/2099 [====>.........................] - ETA: 4:24 - loss: 329.0930 - logits_profile_predictions_loss: 325.4804 - logcount_predictions_loss: 0.2458 418/2099 [====>.........................] - ETA: 4:24 - loss: 329.0916 - logits_profile_predictions_loss: 325.4790 - logcount_predictions_loss: 0.2458 419/2099 [====>.........................] - ETA: 4:24 - loss: 329.0900 - logits_profile_predictions_loss: 325.4775 - logcount_predictions_loss: 0.2458 420/2099 [=====>........................] - ETA: 4:24 - loss: 329.0885 - logits_profile_predictions_loss: 325.4761 - logcount_predictions_loss: 0.2457 421/2099 [=====>........................] - ETA: 4:24 - loss: 329.0868 - logits_profile_predictions_loss: 325.4744 - logcount_predictions_loss: 0.2457 422/2099 [=====>........................] - ETA: 4:23 - loss: 329.0849 - logits_profile_predictions_loss: 325.4726 - logcount_predictions_loss: 0.2457 423/2099 [=====>........................] - ETA: 4:23 - loss: 329.0833 - logits_profile_predictions_loss: 325.4711 - logcount_predictions_loss: 0.2457 424/2099 [=====>........................] - ETA: 4:23 - loss: 329.0817 - logits_profile_predictions_loss: 325.4695 - logcount_predictions_loss: 0.2457 425/2099 [=====>........................] - ETA: 4:23 - loss: 329.0800 - logits_profile_predictions_loss: 325.4679 - logcount_predictions_loss: 0.2457 426/2099 [=====>........................] - ETA: 4:23 - loss: 329.0782 - logits_profile_predictions_loss: 325.4661 - logcount_predictions_loss: 0.2457 427/2099 [=====>........................] - ETA: 4:23 - loss: 329.0764 - logits_profile_predictions_loss: 325.4643 - logcount_predictions_loss: 0.2457 428/2099 [=====>........................] - ETA: 4:23 - loss: 329.0747 - logits_profile_predictions_loss: 325.4627 - logcount_predictions_loss: 0.2457 429/2099 [=====>........................] - ETA: 4:22 - loss: 329.0731 - logits_profile_predictions_loss: 325.4611 - logcount_predictions_loss: 0.2457 430/2099 [=====>........................] - ETA: 4:22 - loss: 329.0715 - logits_profile_predictions_loss: 325.4596 - logcount_predictions_loss: 0.2457 431/2099 [=====>........................] - ETA: 4:22 - loss: 329.0698 - logits_profile_predictions_loss: 325.4580 - logcount_predictions_loss: 0.2457 432/2099 [=====>........................] - ETA: 4:22 - loss: 329.0682 - logits_profile_predictions_loss: 325.4564 - logcount_predictions_loss: 0.2457 433/2099 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[============================>.] - ETA: 0s - loss: 328.7820 - logits_profile_predictions_loss: 325.1694 - logcount_predictions_loss: 0.2457 2099/2099 [==============================] - ETA: 0s - loss: 328.7821 - logits_profile_predictions_loss: 325.1695 - logcount_predictions_loss: 0.2457 2099/2099 [==============================] - 347s 165ms/step - loss: 328.7821 - logits_profile_predictions_loss: 325.1695 - logcount_predictions_loss: 0.2457 - val_loss: 368.6765 - val_logits_profile_predictions_loss: 362.4956 - val_logcount_predictions_loss: 0.4205 + +Epoch 00013: val_loss did not improve from 367.77747 +Epoch 14/50 + 1/2099 [..............................] - ETA: 7:49 - loss: 305.7988 - logits_profile_predictions_loss: 302.2568 - logcount_predictions_loss: 0.2410 2/2099 [..............................] - ETA: 6:08 - loss: 317.4674 - logits_profile_predictions_loss: 313.8244 - logcount_predictions_loss: 0.2478 3/2099 [..............................] - ETA: 5:47 - loss: 322.6160 - logits_profile_predictions_loss: 319.0031 - logcount_predictions_loss: 0.2458 4/2099 [..............................] - ETA: 5:41 - loss: 324.9810 - logits_profile_predictions_loss: 321.4079 - logcount_predictions_loss: 0.2431 5/2099 [..............................] - ETA: 5:38 - loss: 326.2960 - logits_profile_predictions_loss: 322.7084 - logcount_predictions_loss: 0.2440 6/2099 [..............................] - ETA: 5:35 - loss: 327.0239 - logits_profile_predictions_loss: 323.4447 - logcount_predictions_loss: 0.2435 7/2099 [..............................] - ETA: 5:34 - loss: 328.2982 - logits_profile_predictions_loss: 324.7223 - logcount_predictions_loss: 0.2433 8/2099 [..............................] - ETA: 5:33 - loss: 329.0350 - logits_profile_predictions_loss: 325.4749 - logcount_predictions_loss: 0.2422 9/2099 [..............................] - ETA: 5:32 - loss: 329.0116 - logits_profile_predictions_loss: 325.4708 - logcount_predictions_loss: 0.2409 10/2099 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logits_profile_predictions_loss: 324.2372 - logcount_predictions_loss: 0.2270 181/2099 [=>............................] - ETA: 5:01 - loss: 327.5875 - logits_profile_predictions_loss: 324.2510 - logcount_predictions_loss: 0.2270 182/2099 [=>............................] - ETA: 5:01 - loss: 327.6015 - logits_profile_predictions_loss: 324.2649 - logcount_predictions_loss: 0.2270 183/2099 [=>............................] - ETA: 5:01 - loss: 327.6167 - logits_profile_predictions_loss: 324.2800 - logcount_predictions_loss: 0.2270 184/2099 [=>............................] - ETA: 5:01 - loss: 327.6331 - logits_profile_predictions_loss: 324.2963 - logcount_predictions_loss: 0.2270 185/2099 [=>............................] - ETA: 5:01 - loss: 327.6486 - logits_profile_predictions_loss: 324.3117 - logcount_predictions_loss: 0.2270 186/2099 [=>............................] - ETA: 5:00 - loss: 327.6639 - logits_profile_predictions_loss: 324.3270 - logcount_predictions_loss: 0.2270 187/2099 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logits_profile_predictions_loss: 324.4145 - logcount_predictions_loss: 0.2271 194/2099 [=>............................] - ETA: 4:59 - loss: 327.7639 - logits_profile_predictions_loss: 324.4262 - logcount_predictions_loss: 0.2271 195/2099 [=>............................] - ETA: 4:59 - loss: 327.7755 - logits_profile_predictions_loss: 324.4376 - logcount_predictions_loss: 0.2271 196/2099 [=>............................] - ETA: 4:59 - loss: 327.7875 - logits_profile_predictions_loss: 324.4496 - logcount_predictions_loss: 0.2271 197/2099 [=>............................] - ETA: 4:59 - loss: 327.8001 - logits_profile_predictions_loss: 324.4621 - logcount_predictions_loss: 0.2271 198/2099 [=>............................] - ETA: 4:58 - loss: 327.8113 - logits_profile_predictions_loss: 324.4732 - logcount_predictions_loss: 0.2271 199/2099 [=>............................] - ETA: 4:58 - loss: 327.8224 - logits_profile_predictions_loss: 324.4844 - logcount_predictions_loss: 0.2271 200/2099 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[==>...........................] - ETA: 4:50 - loss: 328.2902 - logits_profile_predictions_loss: 324.9499 - logcount_predictions_loss: 0.2272 253/2099 [==>...........................] - ETA: 4:50 - loss: 328.2973 - logits_profile_predictions_loss: 324.9570 - logcount_predictions_loss: 0.2272 254/2099 [==>...........................] - ETA: 4:50 - loss: 328.3034 - logits_profile_predictions_loss: 324.9631 - logcount_predictions_loss: 0.2272 255/2099 [==>...........................] - ETA: 4:50 - loss: 328.3096 - logits_profile_predictions_loss: 324.9692 - logcount_predictions_loss: 0.2272 256/2099 [==>...........................] - ETA: 4:49 - loss: 328.3159 - logits_profile_predictions_loss: 324.9755 - logcount_predictions_loss: 0.2272 257/2099 [==>...........................] - ETA: 4:49 - loss: 328.3224 - logits_profile_predictions_loss: 324.9819 - logcount_predictions_loss: 0.2272 258/2099 [==>...........................] - ETA: 4:49 - loss: 328.3287 - 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[==>...........................] - ETA: 4:48 - loss: 328.3724 - logits_profile_predictions_loss: 325.0314 - logcount_predictions_loss: 0.2273 266/2099 [==>...........................] - ETA: 4:48 - loss: 328.3790 - logits_profile_predictions_loss: 325.0380 - logcount_predictions_loss: 0.2273 267/2099 [==>...........................] - ETA: 4:48 - loss: 328.3850 - logits_profile_predictions_loss: 325.0439 - logcount_predictions_loss: 0.2273 268/2099 [==>...........................] - ETA: 4:48 - loss: 328.3912 - logits_profile_predictions_loss: 325.0501 - logcount_predictions_loss: 0.2273 269/2099 [==>...........................] - ETA: 4:47 - loss: 328.3975 - logits_profile_predictions_loss: 325.0563 - logcount_predictions_loss: 0.2273 270/2099 [==>...........................] - ETA: 4:47 - loss: 328.4033 - logits_profile_predictions_loss: 325.0621 - logcount_predictions_loss: 0.2273 271/2099 [==>...........................] - ETA: 4:47 - loss: 328.4091 - 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[==>...........................] - ETA: 4:46 - loss: 328.4536 - logits_profile_predictions_loss: 325.1122 - logcount_predictions_loss: 0.2273 279/2099 [==>...........................] - ETA: 4:46 - loss: 328.4599 - logits_profile_predictions_loss: 325.1186 - logcount_predictions_loss: 0.2273 280/2099 [===>..........................] - ETA: 4:46 - loss: 328.4663 - logits_profile_predictions_loss: 325.1249 - logcount_predictions_loss: 0.2273 281/2099 [===>..........................] - ETA: 4:46 - loss: 328.4725 - logits_profile_predictions_loss: 325.1311 - logcount_predictions_loss: 0.2273 282/2099 [===>..........................] - ETA: 4:45 - loss: 328.4786 - logits_profile_predictions_loss: 325.1372 - logcount_predictions_loss: 0.2273 283/2099 [===>..........................] - ETA: 4:45 - loss: 328.4845 - logits_profile_predictions_loss: 325.1431 - logcount_predictions_loss: 0.2273 284/2099 [===>..........................] - ETA: 4:45 - loss: 328.4901 - 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logits_profile_predictions_loss: 325.2202 - logcount_predictions_loss: 0.2273 298/2099 [===>..........................] - ETA: 4:43 - loss: 328.5670 - logits_profile_predictions_loss: 325.2257 - logcount_predictions_loss: 0.2273 299/2099 [===>..........................] - ETA: 4:43 - loss: 328.5721 - logits_profile_predictions_loss: 325.2308 - logcount_predictions_loss: 0.2273 300/2099 [===>..........................] - ETA: 4:43 - loss: 328.5770 - logits_profile_predictions_loss: 325.2357 - logcount_predictions_loss: 0.2273 301/2099 [===>..........................] - ETA: 4:42 - loss: 328.5815 - logits_profile_predictions_loss: 325.2402 - logcount_predictions_loss: 0.2273 302/2099 [===>..........................] - ETA: 4:42 - loss: 328.5854 - logits_profile_predictions_loss: 325.2440 - logcount_predictions_loss: 0.2273 303/2099 [===>..........................] - ETA: 4:42 - loss: 328.5891 - logits_profile_predictions_loss: 325.2478 - logcount_predictions_loss: 0.2273 304/2099 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logits_profile_predictions_loss: 325.2707 - logcount_predictions_loss: 0.2273 311/2099 [===>..........................] - ETA: 4:41 - loss: 328.6144 - logits_profile_predictions_loss: 325.2731 - logcount_predictions_loss: 0.2273 312/2099 [===>..........................] - ETA: 4:41 - loss: 328.6167 - logits_profile_predictions_loss: 325.2754 - logcount_predictions_loss: 0.2273 313/2099 [===>..........................] - ETA: 4:41 - loss: 328.6190 - logits_profile_predictions_loss: 325.2777 - logcount_predictions_loss: 0.2273 314/2099 [===>..........................] - ETA: 4:40 - loss: 328.6212 - logits_profile_predictions_loss: 325.2800 - logcount_predictions_loss: 0.2273 315/2099 [===>..........................] - ETA: 4:40 - loss: 328.6234 - logits_profile_predictions_loss: 325.2822 - logcount_predictions_loss: 0.2273 316/2099 [===>..........................] - ETA: 4:40 - loss: 328.6256 - logits_profile_predictions_loss: 325.2844 - logcount_predictions_loss: 0.2273 317/2099 [===>..........................] - ETA: 4:40 - loss: 328.6278 - logits_profile_predictions_loss: 325.2865 - logcount_predictions_loss: 0.2273 318/2099 [===>..........................] - ETA: 4:40 - loss: 328.6301 - logits_profile_predictions_loss: 325.2888 - logcount_predictions_loss: 0.2273 319/2099 [===>..........................] - ETA: 4:40 - loss: 328.6325 - logits_profile_predictions_loss: 325.2912 - logcount_predictions_loss: 0.2273 320/2099 [===>..........................] - ETA: 4:39 - loss: 328.6352 - logits_profile_predictions_loss: 325.2939 - logcount_predictions_loss: 0.2273 321/2099 [===>..........................] - ETA: 4:39 - loss: 328.6383 - logits_profile_predictions_loss: 325.2970 - logcount_predictions_loss: 0.2273 322/2099 [===>..........................] - ETA: 4:39 - loss: 328.6409 - logits_profile_predictions_loss: 325.2996 - logcount_predictions_loss: 0.2273 323/2099 [===>..........................] - ETA: 4:39 - loss: 328.6431 - logits_profile_predictions_loss: 325.3018 - logcount_predictions_loss: 0.2273 324/2099 [===>..........................] - ETA: 4:39 - loss: 328.6455 - logits_profile_predictions_loss: 325.3041 - logcount_predictions_loss: 0.2273 325/2099 [===>..........................] - ETA: 4:39 - loss: 328.6478 - logits_profile_predictions_loss: 325.3065 - logcount_predictions_loss: 0.2273 326/2099 [===>..........................] - ETA: 4:39 - loss: 328.6500 - logits_profile_predictions_loss: 325.3086 - logcount_predictions_loss: 0.2273 327/2099 [===>..........................] - ETA: 4:38 - loss: 328.6521 - logits_profile_predictions_loss: 325.3107 - logcount_predictions_loss: 0.2273 328/2099 [===>..........................] - ETA: 4:38 - loss: 328.6541 - logits_profile_predictions_loss: 325.3126 - logcount_predictions_loss: 0.2273 329/2099 [===>..........................] - ETA: 4:38 - loss: 328.6559 - logits_profile_predictions_loss: 325.3145 - logcount_predictions_loss: 0.2273 330/2099 [===>..........................] - ETA: 4:38 - loss: 328.6578 - logits_profile_predictions_loss: 325.3163 - logcount_predictions_loss: 0.2273 331/2099 [===>..........................] - ETA: 4:38 - loss: 328.6595 - logits_profile_predictions_loss: 325.3180 - logcount_predictions_loss: 0.2273 332/2099 [===>..........................] - ETA: 4:38 - loss: 328.6612 - logits_profile_predictions_loss: 325.3196 - logcount_predictions_loss: 0.2273 333/2099 [===>..........................] - ETA: 4:37 - loss: 328.6625 - logits_profile_predictions_loss: 325.3209 - logcount_predictions_loss: 0.2273 334/2099 [===>..........................] - ETA: 4:37 - loss: 328.6635 - logits_profile_predictions_loss: 325.3217 - logcount_predictions_loss: 0.2273 335/2099 [===>..........................] - ETA: 4:37 - loss: 328.6644 - logits_profile_predictions_loss: 325.3226 - logcount_predictions_loss: 0.2273 336/2099 [===>..........................] - ETA: 4:37 - loss: 328.6650 - logits_profile_predictions_loss: 325.3231 - logcount_predictions_loss: 0.2273 337/2099 [===>..........................] - ETA: 4:37 - loss: 328.6658 - logits_profile_predictions_loss: 325.3239 - logcount_predictions_loss: 0.2273 338/2099 [===>..........................] - ETA: 4:37 - loss: 328.6665 - logits_profile_predictions_loss: 325.3245 - logcount_predictions_loss: 0.2273 339/2099 [===>..........................] - ETA: 4:36 - loss: 328.6673 - logits_profile_predictions_loss: 325.3253 - logcount_predictions_loss: 0.2273 340/2099 [===>..........................] - ETA: 4:36 - loss: 328.6685 - logits_profile_predictions_loss: 325.3264 - logcount_predictions_loss: 0.2274 341/2099 [===>..........................] - ETA: 4:36 - loss: 328.6694 - logits_profile_predictions_loss: 325.3273 - logcount_predictions_loss: 0.2274 342/2099 [===>..........................] - ETA: 4:36 - loss: 328.6701 - logits_profile_predictions_loss: 325.3279 - logcount_predictions_loss: 0.2274 343/2099 [===>..........................] - ETA: 4:36 - loss: 328.6709 - logits_profile_predictions_loss: 325.3286 - logcount_predictions_loss: 0.2274 344/2099 [===>..........................] - ETA: 4:36 - loss: 328.6717 - logits_profile_predictions_loss: 325.3293 - logcount_predictions_loss: 0.2274 345/2099 [===>..........................] - ETA: 4:36 - loss: 328.6724 - logits_profile_predictions_loss: 325.3300 - logcount_predictions_loss: 0.2274 346/2099 [===>..........................] - ETA: 4:35 - loss: 328.6727 - logits_profile_predictions_loss: 325.3303 - logcount_predictions_loss: 0.2274 347/2099 [===>..........................] - ETA: 4:35 - loss: 328.6730 - logits_profile_predictions_loss: 325.3305 - logcount_predictions_loss: 0.2274 348/2099 [===>..........................] - ETA: 4:35 - loss: 328.6732 - logits_profile_predictions_loss: 325.3306 - logcount_predictions_loss: 0.2274 349/2099 [===>..........................] - ETA: 4:35 - loss: 328.6736 - logits_profile_predictions_loss: 325.3309 - logcount_predictions_loss: 0.2274 350/2099 [====>.........................] - ETA: 4:35 - loss: 328.6742 - logits_profile_predictions_loss: 325.3314 - logcount_predictions_loss: 0.2274 351/2099 [====>.........................] - ETA: 4:35 - loss: 328.6750 - logits_profile_predictions_loss: 325.3322 - logcount_predictions_loss: 0.2274 352/2099 [====>.........................] - ETA: 4:34 - loss: 328.6760 - logits_profile_predictions_loss: 325.3331 - logcount_predictions_loss: 0.2274 353/2099 [====>.........................] - ETA: 4:34 - loss: 328.6769 - logits_profile_predictions_loss: 325.3339 - logcount_predictions_loss: 0.2274 354/2099 [====>.........................] - ETA: 4:34 - loss: 328.6777 - logits_profile_predictions_loss: 325.3345 - logcount_predictions_loss: 0.2274 355/2099 [====>.........................] - ETA: 4:34 - loss: 328.6784 - logits_profile_predictions_loss: 325.3352 - logcount_predictions_loss: 0.2274 356/2099 [====>.........................] - ETA: 4:34 - loss: 328.6793 - logits_profile_predictions_loss: 325.3360 - logcount_predictions_loss: 0.2274 357/2099 [====>.........................] - ETA: 4:34 - loss: 328.6805 - logits_profile_predictions_loss: 325.3372 - logcount_predictions_loss: 0.2274 358/2099 [====>.........................] - ETA: 4:34 - loss: 328.6820 - logits_profile_predictions_loss: 325.3386 - logcount_predictions_loss: 0.2274 359/2099 [====>.........................] - ETA: 4:33 - loss: 328.6834 - logits_profile_predictions_loss: 325.3398 - logcount_predictions_loss: 0.2274 360/2099 [====>.........................] - ETA: 4:33 - loss: 328.6846 - logits_profile_predictions_loss: 325.3409 - logcount_predictions_loss: 0.2275 361/2099 [====>.........................] - ETA: 4:33 - loss: 328.6857 - logits_profile_predictions_loss: 325.3420 - logcount_predictions_loss: 0.2275 362/2099 [====>.........................] - ETA: 4:33 - loss: 328.6868 - logits_profile_predictions_loss: 325.3429 - logcount_predictions_loss: 0.2275 363/2099 [====>.........................] - ETA: 4:33 - loss: 328.6879 - logits_profile_predictions_loss: 325.3439 - logcount_predictions_loss: 0.2275 364/2099 [====>.........................] - ETA: 4:33 - loss: 328.6887 - logits_profile_predictions_loss: 325.3446 - logcount_predictions_loss: 0.2275 365/2099 [====>.........................] - ETA: 4:32 - loss: 328.6896 - logits_profile_predictions_loss: 325.3454 - logcount_predictions_loss: 0.2275 366/2099 [====>.........................] - ETA: 4:32 - loss: 328.6909 - logits_profile_predictions_loss: 325.3466 - logcount_predictions_loss: 0.2275 367/2099 [====>.........................] - ETA: 4:32 - loss: 328.6921 - logits_profile_predictions_loss: 325.3476 - logcount_predictions_loss: 0.2275 368/2099 [====>.........................] - ETA: 4:32 - loss: 328.6932 - logits_profile_predictions_loss: 325.3486 - logcount_predictions_loss: 0.2275 369/2099 [====>.........................] - ETA: 4:32 - loss: 328.6944 - logits_profile_predictions_loss: 325.3496 - logcount_predictions_loss: 0.2275 370/2099 [====>.........................] - ETA: 4:32 - loss: 328.6954 - logits_profile_predictions_loss: 325.3505 - logcount_predictions_loss: 0.2275 371/2099 [====>.........................] - ETA: 4:31 - loss: 328.6962 - logits_profile_predictions_loss: 325.3512 - logcount_predictions_loss: 0.2276 372/2099 [====>.........................] - ETA: 4:31 - loss: 328.6969 - logits_profile_predictions_loss: 325.3517 - logcount_predictions_loss: 0.2276 373/2099 [====>.........................] - ETA: 4:31 - loss: 328.6977 - logits_profile_predictions_loss: 325.3524 - logcount_predictions_loss: 0.2276 374/2099 [====>.........................] - ETA: 4:31 - loss: 328.6982 - logits_profile_predictions_loss: 325.3528 - logcount_predictions_loss: 0.2276 375/2099 [====>.........................] - ETA: 4:31 - loss: 328.6987 - logits_profile_predictions_loss: 325.3531 - logcount_predictions_loss: 0.2276 376/2099 [====>.........................] - ETA: 4:31 - loss: 328.6989 - logits_profile_predictions_loss: 325.3532 - logcount_predictions_loss: 0.2276 377/2099 [====>.........................] - ETA: 4:31 - loss: 328.6991 - logits_profile_predictions_loss: 325.3533 - logcount_predictions_loss: 0.2276 378/2099 [====>.........................] - ETA: 4:30 - loss: 328.6995 - logits_profile_predictions_loss: 325.3536 - logcount_predictions_loss: 0.2276 379/2099 [====>.........................] - ETA: 4:30 - loss: 328.7002 - logits_profile_predictions_loss: 325.3542 - logcount_predictions_loss: 0.2276 380/2099 [====>.........................] - ETA: 4:30 - loss: 328.7011 - logits_profile_predictions_loss: 325.3549 - logcount_predictions_loss: 0.2276 381/2099 [====>.........................] - ETA: 4:30 - loss: 328.7017 - logits_profile_predictions_loss: 325.3554 - logcount_predictions_loss: 0.2276 382/2099 [====>.........................] - ETA: 4:30 - loss: 328.7022 - logits_profile_predictions_loss: 325.3558 - logcount_predictions_loss: 0.2276 383/2099 [====>.........................] - ETA: 4:30 - loss: 328.7029 - logits_profile_predictions_loss: 325.3563 - logcount_predictions_loss: 0.2277 384/2099 [====>.........................] - ETA: 4:29 - loss: 328.7035 - logits_profile_predictions_loss: 325.3568 - logcount_predictions_loss: 0.2277 385/2099 [====>.........................] - ETA: 4:29 - loss: 328.7041 - logits_profile_predictions_loss: 325.3573 - logcount_predictions_loss: 0.2277 386/2099 [====>.........................] - ETA: 4:29 - loss: 328.7049 - logits_profile_predictions_loss: 325.3580 - logcount_predictions_loss: 0.2277 387/2099 [====>.........................] - ETA: 4:29 - loss: 328.7056 - logits_profile_predictions_loss: 325.3585 - logcount_predictions_loss: 0.2277 388/2099 [====>.........................] - ETA: 4:29 - loss: 328.7063 - logits_profile_predictions_loss: 325.3591 - logcount_predictions_loss: 0.2277 389/2099 [====>.........................] - ETA: 4:29 - loss: 328.7067 - logits_profile_predictions_loss: 325.3594 - logcount_predictions_loss: 0.2277 390/2099 [====>.........................] - ETA: 4:28 - loss: 328.7071 - logits_profile_predictions_loss: 325.3597 - logcount_predictions_loss: 0.2277 391/2099 [====>.........................] - ETA: 4:28 - loss: 328.7071 - logits_profile_predictions_loss: 325.3596 - logcount_predictions_loss: 0.2277 392/2099 [====>.........................] - ETA: 4:28 - loss: 328.7071 - logits_profile_predictions_loss: 325.3595 - logcount_predictions_loss: 0.2277 393/2099 [====>.........................] - ETA: 4:28 - loss: 328.7070 - logits_profile_predictions_loss: 325.3593 - logcount_predictions_loss: 0.2277 394/2099 [====>.........................] - ETA: 4:28 - loss: 328.7071 - logits_profile_predictions_loss: 325.3593 - logcount_predictions_loss: 0.2277 395/2099 [====>.........................] - ETA: 4:28 - loss: 328.7072 - logits_profile_predictions_loss: 325.3593 - logcount_predictions_loss: 0.2277 396/2099 [====>.........................] - ETA: 4:28 - loss: 328.7073 - logits_profile_predictions_loss: 325.3593 - logcount_predictions_loss: 0.2278 397/2099 [====>.........................] - ETA: 4:27 - loss: 328.7074 - logits_profile_predictions_loss: 325.3592 - logcount_predictions_loss: 0.2278 398/2099 [====>.........................] - ETA: 4:27 - loss: 328.7075 - logits_profile_predictions_loss: 325.3592 - logcount_predictions_loss: 0.2278 399/2099 [====>.........................] - ETA: 4:27 - loss: 328.7076 - logits_profile_predictions_loss: 325.3593 - logcount_predictions_loss: 0.2278 400/2099 [====>.........................] - ETA: 4:27 - loss: 328.7076 - logits_profile_predictions_loss: 325.3592 - logcount_predictions_loss: 0.2278 401/2099 [====>.........................] - ETA: 4:27 - loss: 328.7076 - logits_profile_predictions_loss: 325.3591 - logcount_predictions_loss: 0.2278 402/2099 [====>.........................] - ETA: 4:27 - loss: 328.7076 - logits_profile_predictions_loss: 325.3591 - logcount_predictions_loss: 0.2278 403/2099 [====>.........................] - ETA: 4:26 - loss: 328.7077 - logits_profile_predictions_loss: 325.3590 - logcount_predictions_loss: 0.2278 404/2099 [====>.........................] - ETA: 4:26 - loss: 328.7074 - logits_profile_predictions_loss: 325.3587 - logcount_predictions_loss: 0.2278 405/2099 [====>.........................] - ETA: 4:26 - loss: 328.7072 - logits_profile_predictions_loss: 325.3583 - logcount_predictions_loss: 0.2278 406/2099 [====>.........................] - ETA: 4:26 - loss: 328.7069 - logits_profile_predictions_loss: 325.3579 - logcount_predictions_loss: 0.2278 407/2099 [====>.........................] - ETA: 4:26 - loss: 328.7065 - logits_profile_predictions_loss: 325.3575 - logcount_predictions_loss: 0.2278 408/2099 [====>.........................] - ETA: 4:26 - loss: 328.7065 - logits_profile_predictions_loss: 325.3574 - logcount_predictions_loss: 0.2278 409/2099 [====>.........................] - ETA: 4:26 - loss: 328.7067 - logits_profile_predictions_loss: 325.3575 - logcount_predictions_loss: 0.2278 410/2099 [====>.........................] - ETA: 4:25 - loss: 328.7069 - logits_profile_predictions_loss: 325.3576 - logcount_predictions_loss: 0.2278 411/2099 [====>.........................] - ETA: 4:25 - loss: 328.7070 - logits_profile_predictions_loss: 325.3576 - logcount_predictions_loss: 0.2278 412/2099 [====>.........................] - ETA: 4:25 - loss: 328.7071 - logits_profile_predictions_loss: 325.3577 - logcount_predictions_loss: 0.2278 413/2099 [====>.........................] - ETA: 4:25 - loss: 328.7073 - logits_profile_predictions_loss: 325.3578 - logcount_predictions_loss: 0.2279 414/2099 [====>.........................] - ETA: 4:25 - loss: 328.7074 - logits_profile_predictions_loss: 325.3578 - logcount_predictions_loss: 0.2279 415/2099 [====>.........................] - ETA: 4:25 - loss: 328.7074 - logits_profile_predictions_loss: 325.3578 - logcount_predictions_loss: 0.2279 416/2099 [====>.........................] - ETA: 4:24 - loss: 328.7076 - logits_profile_predictions_loss: 325.3579 - logcount_predictions_loss: 0.2279 417/2099 [====>.........................] - ETA: 4:24 - loss: 328.7079 - logits_profile_predictions_loss: 325.3581 - logcount_predictions_loss: 0.2279 418/2099 [====>.........................] - ETA: 4:24 - loss: 328.7080 - logits_profile_predictions_loss: 325.3581 - logcount_predictions_loss: 0.2279 419/2099 [====>.........................] - ETA: 4:24 - loss: 328.7082 - logits_profile_predictions_loss: 325.3582 - logcount_predictions_loss: 0.2279 420/2099 [=====>........................] - ETA: 4:24 - loss: 328.7082 - logits_profile_predictions_loss: 325.3581 - logcount_predictions_loss: 0.2279 421/2099 [=====>........................] - ETA: 4:24 - loss: 328.7083 - logits_profile_predictions_loss: 325.3582 - logcount_predictions_loss: 0.2279 422/2099 [=====>........................] - ETA: 4:23 - loss: 328.7087 - logits_profile_predictions_loss: 325.3585 - logcount_predictions_loss: 0.2279 423/2099 [=====>........................] - ETA: 4:23 - loss: 328.7091 - logits_profile_predictions_loss: 325.3588 - logcount_predictions_loss: 0.2279 424/2099 [=====>........................] - ETA: 4:23 - loss: 328.7098 - logits_profile_predictions_loss: 325.3594 - logcount_predictions_loss: 0.2279 425/2099 [=====>........................] - ETA: 4:23 - loss: 328.7104 - logits_profile_predictions_loss: 325.3599 - logcount_predictions_loss: 0.2279 426/2099 [=====>........................] - ETA: 4:23 - loss: 328.7109 - logits_profile_predictions_loss: 325.3604 - logcount_predictions_loss: 0.2279 427/2099 [=====>........................] - ETA: 4:23 - loss: 328.7115 - logits_profile_predictions_loss: 325.3608 - logcount_predictions_loss: 0.2279 428/2099 [=====>........................] - ETA: 4:23 - loss: 328.7121 - logits_profile_predictions_loss: 325.3614 - logcount_predictions_loss: 0.2279 429/2099 [=====>........................] - ETA: 4:22 - loss: 328.7128 - logits_profile_predictions_loss: 325.3620 - logcount_predictions_loss: 0.2279 430/2099 [=====>........................] - ETA: 4:22 - loss: 328.7133 - logits_profile_predictions_loss: 325.3624 - logcount_predictions_loss: 0.2279 431/2099 [=====>........................] - ETA: 4:22 - loss: 328.7137 - logits_profile_predictions_loss: 325.3627 - logcount_predictions_loss: 0.2280 432/2099 [=====>........................] - ETA: 4:22 - loss: 328.7137 - logits_profile_predictions_loss: 325.3627 - logcount_predictions_loss: 0.2280 433/2099 [=====>........................] - ETA: 4:22 - loss: 328.7136 - logits_profile_predictions_loss: 325.3625 - logcount_predictions_loss: 0.2280 434/2099 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[==============================] - ETA: 0s - loss: 328.0275 - logits_profile_predictions_loss: 324.6381 - logcount_predictions_loss: 0.2306 2099/2099 [==============================] - 347s 165ms/step - loss: 328.0274 - logits_profile_predictions_loss: 324.6380 - logcount_predictions_loss: 0.2306 - val_loss: 369.2027 - val_logits_profile_predictions_loss: 363.1964 - val_logcount_predictions_loss: 0.4086 + +Epoch 00014: val_loss did not improve from 367.77747 +Epoch 15/50 + 1/2099 [..............................] - ETA: 8:12 - loss: 311.3672 - logits_profile_predictions_loss: 309.2271 - logcount_predictions_loss: 0.1456 2/2099 [..............................] - ETA: 5:59 - loss: 313.4991 - logits_profile_predictions_loss: 310.9832 - logcount_predictions_loss: 0.1712 3/2099 [..............................] - ETA: 5:43 - loss: 312.2106 - logits_profile_predictions_loss: 309.5728 - logcount_predictions_loss: 0.1794 4/2099 [..............................] - ETA: 5:38 - loss: 311.5140 - logits_profile_predictions_loss: 308.7378 - logcount_predictions_loss: 0.1889 5/2099 [..............................] - ETA: 5:35 - loss: 312.0063 - logits_profile_predictions_loss: 309.1678 - logcount_predictions_loss: 0.1931 6/2099 [..............................] - ETA: 5:33 - loss: 312.8192 - logits_profile_predictions_loss: 309.9352 - logcount_predictions_loss: 0.1962 7/2099 [..............................] - ETA: 5:32 - loss: 314.0619 - logits_profile_predictions_loss: 311.1586 - logcount_predictions_loss: 0.1975 8/2099 [..............................] - ETA: 5:31 - loss: 314.3649 - logits_profile_predictions_loss: 311.4584 - logcount_predictions_loss: 0.1977 9/2099 [..............................] - ETA: 5:31 - loss: 314.2597 - logits_profile_predictions_loss: 311.3454 - logcount_predictions_loss: 0.1983 10/2099 [..............................] - ETA: 5:30 - loss: 314.5119 - logits_profile_predictions_loss: 311.5869 - logcount_predictions_loss: 0.1990 11/2099 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logits_profile_predictions_loss: 322.0162 - logcount_predictions_loss: 0.2132 312/2099 [===>..........................] - ETA: 4:41 - loss: 325.1543 - logits_profile_predictions_loss: 322.0200 - logcount_predictions_loss: 0.2132 313/2099 [===>..........................] - ETA: 4:41 - loss: 325.1576 - logits_profile_predictions_loss: 322.0235 - logcount_predictions_loss: 0.2132 314/2099 [===>..........................] - ETA: 4:41 - loss: 325.1610 - logits_profile_predictions_loss: 322.0271 - logcount_predictions_loss: 0.2132 315/2099 [===>..........................] - ETA: 4:40 - loss: 325.1641 - logits_profile_predictions_loss: 322.0305 - logcount_predictions_loss: 0.2132 316/2099 [===>..........................] - ETA: 4:40 - loss: 325.1671 - logits_profile_predictions_loss: 322.0338 - logcount_predictions_loss: 0.2132 317/2099 [===>..........................] - ETA: 4:40 - loss: 325.1702 - logits_profile_predictions_loss: 322.0371 - logcount_predictions_loss: 0.2131 318/2099 [===>..........................] - ETA: 4:40 - loss: 325.1728 - logits_profile_predictions_loss: 322.0400 - logcount_predictions_loss: 0.2131 319/2099 [===>..........................] - ETA: 4:40 - loss: 325.1756 - logits_profile_predictions_loss: 322.0430 - logcount_predictions_loss: 0.2131 320/2099 [===>..........................] - ETA: 4:40 - loss: 325.1782 - logits_profile_predictions_loss: 322.0459 - logcount_predictions_loss: 0.2131 321/2099 [===>..........................] - ETA: 4:39 - loss: 325.1815 - logits_profile_predictions_loss: 322.0495 - logcount_predictions_loss: 0.2131 322/2099 [===>..........................] - ETA: 4:39 - loss: 325.1848 - logits_profile_predictions_loss: 322.0530 - logcount_predictions_loss: 0.2131 323/2099 [===>..........................] - ETA: 4:39 - loss: 325.1880 - logits_profile_predictions_loss: 322.0564 - logcount_predictions_loss: 0.2130 324/2099 [===>..........................] - ETA: 4:39 - loss: 325.1910 - logits_profile_predictions_loss: 322.0597 - logcount_predictions_loss: 0.2130 325/2099 [===>..........................] - ETA: 4:39 - loss: 325.1942 - logits_profile_predictions_loss: 322.0631 - logcount_predictions_loss: 0.2130 326/2099 [===>..........................] - ETA: 4:39 - loss: 325.1972 - logits_profile_predictions_loss: 322.0663 - logcount_predictions_loss: 0.2130 327/2099 [===>..........................] - ETA: 4:38 - loss: 325.2003 - logits_profile_predictions_loss: 322.0696 - logcount_predictions_loss: 0.2130 328/2099 [===>..........................] - ETA: 4:38 - loss: 325.2035 - logits_profile_predictions_loss: 322.0730 - logcount_predictions_loss: 0.2130 329/2099 [===>..........................] - ETA: 4:38 - loss: 325.2069 - logits_profile_predictions_loss: 322.0766 - logcount_predictions_loss: 0.2129 330/2099 [===>..........................] - ETA: 4:38 - loss: 325.2104 - logits_profile_predictions_loss: 322.0804 - logcount_predictions_loss: 0.2129 331/2099 [===>..........................] - ETA: 4:38 - loss: 325.2140 - logits_profile_predictions_loss: 322.0841 - logcount_predictions_loss: 0.2129 332/2099 [===>..........................] - ETA: 4:38 - loss: 325.2176 - logits_profile_predictions_loss: 322.0879 - logcount_predictions_loss: 0.2129 333/2099 [===>..........................] - ETA: 4:38 - loss: 325.2215 - logits_profile_predictions_loss: 322.0920 - logcount_predictions_loss: 0.2129 334/2099 [===>..........................] - ETA: 4:37 - loss: 325.2256 - logits_profile_predictions_loss: 322.0964 - logcount_predictions_loss: 0.2129 335/2099 [===>..........................] - ETA: 4:37 - loss: 325.2293 - logits_profile_predictions_loss: 322.1003 - logcount_predictions_loss: 0.2129 336/2099 [===>..........................] - ETA: 4:37 - loss: 325.2325 - logits_profile_predictions_loss: 322.1037 - logcount_predictions_loss: 0.2128 337/2099 [===>..........................] - ETA: 4:37 - loss: 325.2356 - logits_profile_predictions_loss: 322.1070 - logcount_predictions_loss: 0.2128 338/2099 [===>..........................] - ETA: 4:37 - loss: 325.2384 - logits_profile_predictions_loss: 322.1101 - logcount_predictions_loss: 0.2128 339/2099 [===>..........................] - ETA: 4:37 - loss: 325.2411 - logits_profile_predictions_loss: 322.1129 - logcount_predictions_loss: 0.2128 340/2099 [===>..........................] - ETA: 4:36 - loss: 325.2435 - logits_profile_predictions_loss: 322.1155 - logcount_predictions_loss: 0.2128 341/2099 [===>..........................] - ETA: 4:36 - loss: 325.2460 - logits_profile_predictions_loss: 322.1182 - logcount_predictions_loss: 0.2128 342/2099 [===>..........................] - ETA: 4:36 - loss: 325.2484 - logits_profile_predictions_loss: 322.1209 - logcount_predictions_loss: 0.2128 343/2099 [===>..........................] - ETA: 4:36 - loss: 325.2509 - logits_profile_predictions_loss: 322.1236 - logcount_predictions_loss: 0.2127 344/2099 [===>..........................] - ETA: 4:36 - loss: 325.2531 - logits_profile_predictions_loss: 322.1260 - logcount_predictions_loss: 0.2127 345/2099 [===>..........................] - ETA: 4:36 - loss: 325.2556 - logits_profile_predictions_loss: 322.1287 - logcount_predictions_loss: 0.2127 346/2099 [===>..........................] - ETA: 4:36 - loss: 325.2574 - logits_profile_predictions_loss: 322.1308 - logcount_predictions_loss: 0.2127 347/2099 [===>..........................] - ETA: 4:35 - loss: 325.2592 - logits_profile_predictions_loss: 322.1328 - logcount_predictions_loss: 0.2127 348/2099 [===>..........................] - ETA: 4:35 - loss: 325.2611 - logits_profile_predictions_loss: 322.1349 - logcount_predictions_loss: 0.2127 349/2099 [===>..........................] - ETA: 4:35 - loss: 325.2629 - logits_profile_predictions_loss: 322.1369 - logcount_predictions_loss: 0.2127 350/2099 [====>.........................] - ETA: 4:35 - loss: 325.2643 - logits_profile_predictions_loss: 322.1385 - logcount_predictions_loss: 0.2126 351/2099 [====>.........................] - ETA: 4:35 - loss: 325.2654 - logits_profile_predictions_loss: 322.1398 - logcount_predictions_loss: 0.2126 352/2099 [====>.........................] - ETA: 4:35 - loss: 325.2668 - logits_profile_predictions_loss: 322.1414 - logcount_predictions_loss: 0.2126 353/2099 [====>.........................] - ETA: 4:34 - loss: 325.2681 - logits_profile_predictions_loss: 322.1430 - logcount_predictions_loss: 0.2126 354/2099 [====>.........................] - ETA: 4:34 - loss: 325.2696 - logits_profile_predictions_loss: 322.1446 - logcount_predictions_loss: 0.2126 355/2099 [====>.........................] - ETA: 4:34 - loss: 325.2708 - logits_profile_predictions_loss: 322.1461 - logcount_predictions_loss: 0.2126 356/2099 [====>.........................] - ETA: 4:34 - loss: 325.2719 - logits_profile_predictions_loss: 322.1474 - logcount_predictions_loss: 0.2126 357/2099 [====>.........................] - ETA: 4:34 - loss: 325.2734 - logits_profile_predictions_loss: 322.1491 - logcount_predictions_loss: 0.2125 358/2099 [====>.........................] - ETA: 4:34 - loss: 325.2750 - logits_profile_predictions_loss: 322.1509 - logcount_predictions_loss: 0.2125 359/2099 [====>.........................] - ETA: 4:33 - loss: 325.2765 - logits_profile_predictions_loss: 322.1526 - logcount_predictions_loss: 0.2125 360/2099 [====>.........................] - ETA: 4:33 - loss: 325.2778 - logits_profile_predictions_loss: 322.1541 - logcount_predictions_loss: 0.2125 361/2099 [====>.........................] - ETA: 4:33 - loss: 325.2788 - logits_profile_predictions_loss: 322.1553 - logcount_predictions_loss: 0.2125 362/2099 [====>.........................] - ETA: 4:33 - loss: 325.2798 - logits_profile_predictions_loss: 322.1566 - logcount_predictions_loss: 0.2125 363/2099 [====>.........................] - ETA: 4:33 - loss: 325.2805 - logits_profile_predictions_loss: 322.1575 - logcount_predictions_loss: 0.2125 364/2099 [====>.........................] - ETA: 4:33 - loss: 325.2812 - logits_profile_predictions_loss: 322.1584 - logcount_predictions_loss: 0.2124 365/2099 [====>.........................] - ETA: 4:33 - loss: 325.2818 - logits_profile_predictions_loss: 322.1592 - logcount_predictions_loss: 0.2124 366/2099 [====>.........................] - ETA: 4:32 - loss: 325.2827 - logits_profile_predictions_loss: 322.1603 - logcount_predictions_loss: 0.2124 367/2099 [====>.........................] - ETA: 4:32 - loss: 325.2833 - logits_profile_predictions_loss: 322.1611 - logcount_predictions_loss: 0.2124 368/2099 [====>.........................] - ETA: 4:32 - loss: 325.2840 - logits_profile_predictions_loss: 322.1620 - logcount_predictions_loss: 0.2124 369/2099 [====>.........................] - ETA: 4:32 - loss: 325.2848 - logits_profile_predictions_loss: 322.1630 - logcount_predictions_loss: 0.2124 370/2099 [====>.........................] - ETA: 4:32 - loss: 325.2855 - logits_profile_predictions_loss: 322.1639 - logcount_predictions_loss: 0.2124 371/2099 [====>.........................] - ETA: 4:32 - loss: 325.2863 - logits_profile_predictions_loss: 322.1649 - logcount_predictions_loss: 0.2123 372/2099 [====>.........................] - ETA: 4:31 - loss: 325.2872 - logits_profile_predictions_loss: 322.1659 - logcount_predictions_loss: 0.2123 373/2099 [====>.........................] - ETA: 4:31 - loss: 325.2876 - logits_profile_predictions_loss: 322.1666 - logcount_predictions_loss: 0.2123 374/2099 [====>.........................] - ETA: 4:31 - loss: 325.2883 - logits_profile_predictions_loss: 322.1674 - logcount_predictions_loss: 0.2123 375/2099 [====>.........................] - ETA: 4:31 - loss: 325.2891 - logits_profile_predictions_loss: 322.1684 - logcount_predictions_loss: 0.2123 376/2099 [====>.........................] - ETA: 4:31 - loss: 325.2900 - logits_profile_predictions_loss: 322.1695 - logcount_predictions_loss: 0.2123 377/2099 [====>.........................] - ETA: 4:31 - loss: 325.2909 - logits_profile_predictions_loss: 322.1706 - logcount_predictions_loss: 0.2123 378/2099 [====>.........................] - ETA: 4:31 - loss: 325.2917 - logits_profile_predictions_loss: 322.1716 - logcount_predictions_loss: 0.2123 379/2099 [====>.........................] - ETA: 4:30 - loss: 325.2927 - logits_profile_predictions_loss: 322.1728 - logcount_predictions_loss: 0.2122 380/2099 [====>.........................] - ETA: 4:30 - loss: 325.2939 - logits_profile_predictions_loss: 322.1741 - logcount_predictions_loss: 0.2122 381/2099 [====>.........................] - ETA: 4:30 - loss: 325.2954 - logits_profile_predictions_loss: 322.1758 - logcount_predictions_loss: 0.2122 382/2099 [====>.........................] - ETA: 4:30 - loss: 325.2969 - logits_profile_predictions_loss: 322.1775 - logcount_predictions_loss: 0.2122 383/2099 [====>.........................] - ETA: 4:30 - loss: 325.2983 - logits_profile_predictions_loss: 322.1790 - logcount_predictions_loss: 0.2122 384/2099 [====>.........................] - ETA: 4:30 - loss: 325.2996 - logits_profile_predictions_loss: 322.1806 - logcount_predictions_loss: 0.2122 385/2099 [====>.........................] - ETA: 4:29 - loss: 325.3009 - logits_profile_predictions_loss: 322.1820 - logcount_predictions_loss: 0.2122 386/2099 [====>.........................] - ETA: 4:29 - loss: 325.3021 - logits_profile_predictions_loss: 322.1834 - logcount_predictions_loss: 0.2122 387/2099 [====>.........................] - ETA: 4:29 - loss: 325.3035 - logits_profile_predictions_loss: 322.1849 - logcount_predictions_loss: 0.2122 388/2099 [====>.........................] - ETA: 4:29 - loss: 325.3048 - logits_profile_predictions_loss: 322.1864 - logcount_predictions_loss: 0.2121 389/2099 [====>.........................] - ETA: 4:29 - loss: 325.3062 - logits_profile_predictions_loss: 322.1879 - logcount_predictions_loss: 0.2121 390/2099 [====>.........................] - ETA: 4:29 - loss: 325.3073 - logits_profile_predictions_loss: 322.1893 - logcount_predictions_loss: 0.2121 391/2099 [====>.........................] - ETA: 4:28 - loss: 325.3087 - logits_profile_predictions_loss: 322.1908 - logcount_predictions_loss: 0.2121 392/2099 [====>.........................] - ETA: 4:28 - loss: 325.3099 - logits_profile_predictions_loss: 322.1922 - logcount_predictions_loss: 0.2121 393/2099 [====>.........................] - ETA: 4:28 - loss: 325.3113 - logits_profile_predictions_loss: 322.1937 - logcount_predictions_loss: 0.2121 394/2099 [====>.........................] - ETA: 4:28 - loss: 325.3126 - logits_profile_predictions_loss: 322.1952 - logcount_predictions_loss: 0.2121 395/2099 [====>.........................] - ETA: 4:28 - loss: 325.3138 - logits_profile_predictions_loss: 322.1966 - logcount_predictions_loss: 0.2121 396/2099 [====>.........................] - ETA: 4:28 - loss: 325.3153 - logits_profile_predictions_loss: 322.1982 - logcount_predictions_loss: 0.2120 397/2099 [====>.........................] - ETA: 4:28 - loss: 325.3165 - logits_profile_predictions_loss: 322.1996 - logcount_predictions_loss: 0.2120 398/2099 [====>.........................] - ETA: 4:27 - loss: 325.3178 - logits_profile_predictions_loss: 322.2011 - logcount_predictions_loss: 0.2120 399/2099 [====>.........................] - ETA: 4:27 - loss: 325.3191 - logits_profile_predictions_loss: 322.2025 - logcount_predictions_loss: 0.2120 400/2099 [====>.........................] - ETA: 4:27 - loss: 325.3203 - logits_profile_predictions_loss: 322.2039 - logcount_predictions_loss: 0.2120 401/2099 [====>.........................] - ETA: 4:27 - loss: 325.3214 - logits_profile_predictions_loss: 322.2052 - logcount_predictions_loss: 0.2120 402/2099 [====>.........................] - ETA: 4:27 - loss: 325.3224 - logits_profile_predictions_loss: 322.2063 - logcount_predictions_loss: 0.2120 403/2099 [====>.........................] - ETA: 4:27 - loss: 325.3231 - logits_profile_predictions_loss: 322.2071 - logcount_predictions_loss: 0.2120 404/2099 [====>.........................] - ETA: 4:26 - loss: 325.3237 - logits_profile_predictions_loss: 322.2079 - logcount_predictions_loss: 0.2120 405/2099 [====>.........................] - ETA: 4:26 - loss: 325.3244 - logits_profile_predictions_loss: 322.2087 - logcount_predictions_loss: 0.2120 406/2099 [====>.........................] - ETA: 4:26 - loss: 325.3249 - logits_profile_predictions_loss: 322.2094 - logcount_predictions_loss: 0.2119 407/2099 [====>.........................] - ETA: 4:26 - loss: 325.3255 - logits_profile_predictions_loss: 322.2101 - logcount_predictions_loss: 0.2119 408/2099 [====>.........................] - ETA: 4:26 - loss: 325.3259 - logits_profile_predictions_loss: 322.2106 - logcount_predictions_loss: 0.2119 409/2099 [====>.........................] - ETA: 4:26 - loss: 325.3265 - logits_profile_predictions_loss: 322.2114 - logcount_predictions_loss: 0.2119 410/2099 [====>.........................] - ETA: 4:25 - loss: 325.3271 - logits_profile_predictions_loss: 322.2120 - logcount_predictions_loss: 0.2119 411/2099 [====>.........................] - ETA: 4:25 - loss: 325.3277 - logits_profile_predictions_loss: 322.2128 - logcount_predictions_loss: 0.2119 412/2099 [====>.........................] - ETA: 4:25 - loss: 325.3284 - logits_profile_predictions_loss: 322.2137 - logcount_predictions_loss: 0.2119 413/2099 [====>.........................] - ETA: 4:25 - loss: 325.3290 - logits_profile_predictions_loss: 322.2144 - logcount_predictions_loss: 0.2119 414/2099 [====>.........................] - ETA: 4:25 - loss: 325.3297 - logits_profile_predictions_loss: 322.2152 - logcount_predictions_loss: 0.2119 415/2099 [====>.........................] - ETA: 4:25 - loss: 325.3303 - logits_profile_predictions_loss: 322.2159 - logcount_predictions_loss: 0.2119 416/2099 [====>.........................] - ETA: 4:25 - loss: 325.3311 - logits_profile_predictions_loss: 322.2168 - logcount_predictions_loss: 0.2119 417/2099 [====>.........................] - ETA: 4:24 - loss: 325.3320 - logits_profile_predictions_loss: 322.2179 - logcount_predictions_loss: 0.2119 418/2099 [====>.........................] - ETA: 4:24 - loss: 325.3331 - logits_profile_predictions_loss: 322.2190 - logcount_predictions_loss: 0.2118 419/2099 [====>.........................] - ETA: 4:24 - loss: 325.3343 - logits_profile_predictions_loss: 322.2203 - logcount_predictions_loss: 0.2118 420/2099 [=====>........................] - ETA: 4:24 - loss: 325.3354 - logits_profile_predictions_loss: 322.2215 - logcount_predictions_loss: 0.2118 421/2099 [=====>........................] - ETA: 4:24 - loss: 325.3363 - logits_profile_predictions_loss: 322.2225 - logcount_predictions_loss: 0.2118 422/2099 [=====>........................] - ETA: 4:24 - loss: 325.3373 - logits_profile_predictions_loss: 322.2237 - logcount_predictions_loss: 0.2118 423/2099 [=====>........................] - ETA: 4:23 - loss: 325.3381 - logits_profile_predictions_loss: 322.2246 - logcount_predictions_loss: 0.2118 424/2099 [=====>........................] - ETA: 4:23 - loss: 325.3390 - logits_profile_predictions_loss: 322.2256 - logcount_predictions_loss: 0.2118 425/2099 [=====>........................] - ETA: 4:23 - loss: 325.3400 - logits_profile_predictions_loss: 322.2267 - logcount_predictions_loss: 0.2118 426/2099 [=====>........................] - ETA: 4:23 - loss: 325.3410 - logits_profile_predictions_loss: 322.2278 - logcount_predictions_loss: 0.2118 427/2099 [=====>........................] - ETA: 4:23 - loss: 325.3421 - logits_profile_predictions_loss: 322.2290 - logcount_predictions_loss: 0.2118 428/2099 [=====>........................] - ETA: 4:23 - loss: 325.3431 - logits_profile_predictions_loss: 322.2301 - logcount_predictions_loss: 0.2118 429/2099 [=====>........................] - ETA: 4:23 - loss: 325.3441 - logits_profile_predictions_loss: 322.2312 - logcount_predictions_loss: 0.2118 430/2099 [=====>........................] - ETA: 4:22 - loss: 325.3453 - logits_profile_predictions_loss: 322.2324 - logcount_predictions_loss: 0.2118 431/2099 [=====>........................] - ETA: 4:22 - loss: 325.3464 - logits_profile_predictions_loss: 322.2336 - logcount_predictions_loss: 0.2118 432/2099 [=====>........................] - ETA: 4:22 - loss: 325.3474 - logits_profile_predictions_loss: 322.2348 - logcount_predictions_loss: 0.2117 433/2099 [=====>........................] - ETA: 4:22 - loss: 325.3484 - logits_profile_predictions_loss: 322.2359 - logcount_predictions_loss: 0.2117 434/2099 [=====>........................] - ETA: 4:22 - loss: 325.3496 - logits_profile_predictions_loss: 322.2371 - logcount_predictions_loss: 0.2117 435/2099 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320.1217 - logcount_predictions_loss: 0.1960 2042/2099 [============================>.] - ETA: 8s - loss: 323.0024 - logits_profile_predictions_loss: 320.1218 - logcount_predictions_loss: 0.1960 2043/2099 [============================>.] - ETA: 8s - loss: 323.0025 - logits_profile_predictions_loss: 320.1219 - logcount_predictions_loss: 0.1960 2044/2099 [============================>.] - ETA: 8s - loss: 323.0026 - logits_profile_predictions_loss: 320.1220 - logcount_predictions_loss: 0.1960 2045/2099 [============================>.] - ETA: 8s - loss: 323.0027 - logits_profile_predictions_loss: 320.1221 - logcount_predictions_loss: 0.1960 2046/2099 [============================>.] - ETA: 8s - loss: 323.0027 - logits_profile_predictions_loss: 320.1222 - logcount_predictions_loss: 0.1960 2047/2099 [============================>.] - ETA: 8s - loss: 323.0028 - logits_profile_predictions_loss: 320.1223 - logcount_predictions_loss: 0.1960 2048/2099 [============================>.] - ETA: 8s - loss: 323.0029 - logits_profile_predictions_loss: 320.1223 - logcount_predictions_loss: 0.1960 2049/2099 [============================>.] - ETA: 7s - loss: 323.0030 - logits_profile_predictions_loss: 320.1224 - logcount_predictions_loss: 0.1960 2050/2099 [============================>.] - ETA: 7s - loss: 323.0031 - logits_profile_predictions_loss: 320.1225 - logcount_predictions_loss: 0.1960 2051/2099 [============================>.] - ETA: 7s - loss: 323.0032 - logits_profile_predictions_loss: 320.1226 - logcount_predictions_loss: 0.1960 2052/2099 [============================>.] - ETA: 7s - loss: 323.0033 - logits_profile_predictions_loss: 320.1227 - logcount_predictions_loss: 0.1960 2053/2099 [============================>.] - ETA: 7s - loss: 323.0034 - logits_profile_predictions_loss: 320.1228 - logcount_predictions_loss: 0.1960 2054/2099 [============================>.] - ETA: 7s - loss: 323.0035 - logits_profile_predictions_loss: 320.1228 - logcount_predictions_loss: 0.1960 2055/2099 [============================>.] - ETA: 6s - loss: 323.0036 - logits_profile_predictions_loss: 320.1229 - logcount_predictions_loss: 0.1960 2056/2099 [============================>.] - ETA: 6s - loss: 323.0036 - logits_profile_predictions_loss: 320.1230 - logcount_predictions_loss: 0.1960 2057/2099 [============================>.] - ETA: 6s - loss: 323.0037 - logits_profile_predictions_loss: 320.1231 - logcount_predictions_loss: 0.1960 2058/2099 [============================>.] - ETA: 6s - loss: 323.0038 - logits_profile_predictions_loss: 320.1231 - logcount_predictions_loss: 0.1960 2059/2099 [============================>.] - ETA: 6s - loss: 323.0039 - logits_profile_predictions_loss: 320.1232 - logcount_predictions_loss: 0.1960 2060/2099 [============================>.] - ETA: 6s - loss: 323.0040 - logits_profile_predictions_loss: 320.1233 - logcount_predictions_loss: 0.1960 2061/2099 [============================>.] - ETA: 5s - loss: 323.0040 - logits_profile_predictions_loss: 320.1234 - logcount_predictions_loss: 0.1960 2062/2099 [============================>.] - ETA: 5s - loss: 323.0041 - logits_profile_predictions_loss: 320.1235 - logcount_predictions_loss: 0.1960 2063/2099 [============================>.] - ETA: 5s - loss: 323.0042 - logits_profile_predictions_loss: 320.1235 - logcount_predictions_loss: 0.1960 2064/2099 [============================>.] - ETA: 5s - loss: 323.0043 - logits_profile_predictions_loss: 320.1236 - logcount_predictions_loss: 0.1960 2065/2099 [============================>.] - ETA: 5s - loss: 323.0044 - logits_profile_predictions_loss: 320.1237 - logcount_predictions_loss: 0.1960 2066/2099 [============================>.] - ETA: 5s - loss: 323.0045 - logits_profile_predictions_loss: 320.1238 - logcount_predictions_loss: 0.1960 2067/2099 [============================>.] - ETA: 5s - loss: 323.0046 - logits_profile_predictions_loss: 320.1239 - logcount_predictions_loss: 0.1960 2068/2099 [============================>.] - ETA: 4s - loss: 323.0046 - logits_profile_predictions_loss: 320.1239 - logcount_predictions_loss: 0.1960 2069/2099 [============================>.] - ETA: 4s - loss: 323.0047 - logits_profile_predictions_loss: 320.1240 - logcount_predictions_loss: 0.1960 2070/2099 [============================>.] - ETA: 4s - loss: 323.0048 - logits_profile_predictions_loss: 320.1241 - logcount_predictions_loss: 0.1960 2071/2099 [============================>.] - ETA: 4s - loss: 323.0049 - logits_profile_predictions_loss: 320.1241 - logcount_predictions_loss: 0.1960 2072/2099 [============================>.] - ETA: 4s - loss: 323.0049 - logits_profile_predictions_loss: 320.1242 - logcount_predictions_loss: 0.1960 2073/2099 [============================>.] - ETA: 4s - loss: 323.0050 - logits_profile_predictions_loss: 320.1243 - logcount_predictions_loss: 0.1960 2074/2099 [============================>.] - ETA: 3s - loss: 323.0051 - logits_profile_predictions_loss: 320.1244 - logcount_predictions_loss: 0.1960 2075/2099 [============================>.] - ETA: 3s - loss: 323.0052 - logits_profile_predictions_loss: 320.1244 - logcount_predictions_loss: 0.1960 2076/2099 [============================>.] - ETA: 3s - loss: 323.0052 - logits_profile_predictions_loss: 320.1245 - logcount_predictions_loss: 0.1960 2077/2099 [============================>.] - ETA: 3s - loss: 323.0053 - logits_profile_predictions_loss: 320.1246 - logcount_predictions_loss: 0.1960 2078/2099 [============================>.] - ETA: 3s - loss: 323.0054 - logits_profile_predictions_loss: 320.1246 - logcount_predictions_loss: 0.1960 2079/2099 [============================>.] - ETA: 3s - loss: 323.0055 - logits_profile_predictions_loss: 320.1247 - logcount_predictions_loss: 0.1960 2080/2099 [============================>.] - ETA: 2s - loss: 323.0055 - logits_profile_predictions_loss: 320.1248 - logcount_predictions_loss: 0.1960 2081/2099 [============================>.] - ETA: 2s - loss: 323.0056 - logits_profile_predictions_loss: 320.1249 - logcount_predictions_loss: 0.1960 2082/2099 [============================>.] - ETA: 2s - loss: 323.0057 - logits_profile_predictions_loss: 320.1249 - logcount_predictions_loss: 0.1960 2083/2099 [============================>.] - ETA: 2s - loss: 323.0058 - logits_profile_predictions_loss: 320.1250 - logcount_predictions_loss: 0.1960 2084/2099 [============================>.] - ETA: 2s - loss: 323.0059 - logits_profile_predictions_loss: 320.1251 - logcount_predictions_loss: 0.1960 2085/2099 [============================>.] - ETA: 2s - loss: 323.0060 - logits_profile_predictions_loss: 320.1252 - logcount_predictions_loss: 0.1960 2086/2099 [============================>.] - ETA: 2s - loss: 323.0061 - logits_profile_predictions_loss: 320.1253 - logcount_predictions_loss: 0.1960 2087/2099 [============================>.] - ETA: 1s - loss: 323.0062 - logits_profile_predictions_loss: 320.1254 - logcount_predictions_loss: 0.1960 2088/2099 [============================>.] - ETA: 1s - loss: 323.0063 - logits_profile_predictions_loss: 320.1255 - logcount_predictions_loss: 0.1960 2089/2099 [============================>.] - ETA: 1s - loss: 323.0064 - logits_profile_predictions_loss: 320.1256 - logcount_predictions_loss: 0.1960 2090/2099 [============================>.] - ETA: 1s - loss: 323.0065 - logits_profile_predictions_loss: 320.1257 - logcount_predictions_loss: 0.1960 2091/2099 [============================>.] - ETA: 1s - loss: 323.0066 - logits_profile_predictions_loss: 320.1258 - logcount_predictions_loss: 0.1960 2092/2099 [============================>.] - ETA: 1s - loss: 323.0067 - logits_profile_predictions_loss: 320.1258 - logcount_predictions_loss: 0.1960 2093/2099 [============================>.] - ETA: 0s - loss: 323.0068 - logits_profile_predictions_loss: 320.1259 - logcount_predictions_loss: 0.1960 2094/2099 [============================>.] - ETA: 0s - loss: 323.0069 - logits_profile_predictions_loss: 320.1260 - logcount_predictions_loss: 0.1960 2095/2099 [============================>.] - ETA: 0s - loss: 323.0069 - logits_profile_predictions_loss: 320.1261 - logcount_predictions_loss: 0.1960 2096/2099 [============================>.] - ETA: 0s - loss: 323.0070 - logits_profile_predictions_loss: 320.1262 - logcount_predictions_loss: 0.1960 2097/2099 [============================>.] - ETA: 0s - loss: 323.0071 - logits_profile_predictions_loss: 320.1262 - logcount_predictions_loss: 0.1960 2098/2099 [============================>.] - ETA: 0s - loss: 323.0072 - logits_profile_predictions_loss: 320.1263 - logcount_predictions_loss: 0.1960 2099/2099 [==============================] - ETA: 0s - loss: 323.0073 - logits_profile_predictions_loss: 320.1264 - logcount_predictions_loss: 0.1960 2099/2099 [==============================] - 347s 165ms/step - loss: 323.0074 - logits_profile_predictions_loss: 320.1265 - logcount_predictions_loss: 0.1960 - val_loss: 370.0744 - val_logits_profile_predictions_loss: 363.8553 - val_logcount_predictions_loss: 0.4231 + +Epoch 00016: val_loss did not improve from 367.77747 +Restoring model weights from the end of the best epoch. +Epoch 00016: early stopping +save model +save model without bias +2022-03-25_21-55-39: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//preprocessing/bigWigs/ENCSR926GDT.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(37626, 10) +loading nonpeaks... +got split:test for bed regions:(37625, 10) +0/294 +100/294 +200/294 +2022-03-25_21-59-10: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//preprocessing/bigWigs/ENCSR926GDT.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(37626, 10) +loading nonpeaks... +got split:test for bed regions:(37625, 10) +0/294 +100/294 +200/294 +2022-03-25_22-02-22: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//preprocessing/bigWigs/ENCSR926GDT.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(37626, 10) +loading nonpeaks... +got split:test for bed regions:(37625, 10) +0/294 +100/294 +200/294 +2022-03-25_22-04-30: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//footprints +2022-03-25_22-04-30: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: tn5_1 +GCACAGTACAGAGCTG + 1/35 [..............................] - ETA: 3:50 3/35 [=>............................] - ETA: 11s  4/35 [==>...........................] - ETA: 14s 5/35 [===>..........................] - ETA: 15s 6/35 [====>.........................] - ETA: 15s 7/35 [=====>........................] - ETA: 16s 8/35 [=====>........................] - ETA: 15s 9/35 [======>.......................] - ETA: 15s 10/35 [=======>......................] - ETA: 15s 11/35 [========>.....................] - ETA: 14s 12/35 [=========>....................] - ETA: 14s 13/35 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[===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 33s 782ms/step + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 22s 3/35 [=>............................] - ETA: 22s 4/35 [==>...........................] - ETA: 21s 5/35 [===>..........................] - ETA: 20s 6/35 [====>.........................] - ETA: 20s 7/35 [=====>........................] - ETA: 19s 8/35 [=====>........................] - ETA: 18s 9/35 [======>.......................] - ETA: 17s 10/35 [=======>......................] - ETA: 17s 11/35 [========>.....................] - ETA: 16s 12/35 [=========>....................] - ETA: 15s 13/35 [==========>...................] - ETA: 15s 14/35 [===========>..................] - ETA: 14s 15/35 [===========>..................] - ETA: 13s 16/35 [============>.................] - ETA: 13s 17/35 [=============>................] - ETA: 12s 18/35 [==============>...............] - ETA: 11s 19/35 [===============>..............] - ETA: 11s 20/35 [================>.............] - ETA: 10s 21/35 [=================>............] - ETA: 9s  22/35 [=================>............] - ETA: 8s 23/35 [==================>...........] - ETA: 8s 24/35 [===================>..........] - ETA: 7s 25/35 [====================>.........] - ETA: 6s 26/35 [=====================>........] - ETA: 6s 27/35 [======================>.......] - ETA: 5s 28/35 [=======================>......] - ETA: 4s 29/35 [=======================>......] - ETA: 4s 30/35 [========================>.....] - ETA: 3s 31/35 [=========================>....] - ETA: 2s 32/35 [==========================>...] - ETA: 2s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 24s 702ms/step +inserting motif: tn5_2 +GTGCACAGTTCTAGAGTGTGCAG + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 22s 3/35 [=>............................] - ETA: 22s 4/35 [==>...........................] - ETA: 21s 5/35 [===>..........................] - ETA: 20s 6/35 [====>.........................] - ETA: 20s 7/35 [=====>........................] - ETA: 19s 8/35 [=====>........................] - ETA: 18s 9/35 [======>.......................] - ETA: 17s 10/35 [=======>......................] - ETA: 17s 11/35 [========>.....................] - ETA: 16s 12/35 [=========>....................] - ETA: 15s 13/35 [==========>...................] - ETA: 15s 14/35 [===========>..................] - ETA: 14s 15/35 [===========>..................] - ETA: 13s 16/35 [============>.................] - ETA: 13s 17/35 [=============>................] - ETA: 12s 18/35 [==============>...............] - ETA: 11s 19/35 [===============>..............] - ETA: 11s 20/35 [================>.............] - ETA: 10s 21/35 [=================>............] - ETA: 9s  22/35 [=================>............] - ETA: 9s 23/35 [==================>...........] - ETA: 8s 24/35 [===================>..........] - ETA: 7s 25/35 [====================>.........] - ETA: 6s 26/35 [=====================>........] - ETA: 6s 27/35 [======================>.......] - ETA: 5s 28/35 [=======================>......] - ETA: 4s 29/35 [=======================>......] - ETA: 4s 30/35 [========================>.....] - ETA: 3s 31/35 [=========================>....] - ETA: 2s 32/35 [==========================>...] - ETA: 2s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 24s 704ms/step + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 22s 3/35 [=>............................] - ETA: 22s 4/35 [==>...........................] - ETA: 21s 5/35 [===>..........................] - ETA: 20s 6/35 [====>.........................] - ETA: 20s 7/35 [=====>........................] - ETA: 19s 8/35 [=====>........................] - ETA: 18s 9/35 [======>.......................] - ETA: 18s 10/35 [=======>......................] - ETA: 17s 11/35 [========>.....................] - ETA: 16s 12/35 [=========>....................] - ETA: 15s 13/35 [==========>...................] - ETA: 15s 14/35 [===========>..................] - ETA: 14s 15/35 [===========>..................] - ETA: 13s 16/35 [============>.................] - ETA: 13s 17/35 [=============>................] - ETA: 12s 18/35 [==============>...............] - ETA: 11s 19/35 [===============>..............] - ETA: 11s 20/35 [================>.............] - ETA: 10s 21/35 [=================>............] - ETA: 9s  22/35 [=================>............] - ETA: 9s 23/35 [==================>...........] - ETA: 8s 24/35 [===================>..........] - ETA: 7s 25/35 [====================>.........] - ETA: 6s 26/35 [=====================>........] - ETA: 6s 27/35 [======================>.......] - ETA: 5s 28/35 [=======================>......] - ETA: 4s 29/35 [=======================>......] - ETA: 4s 30/35 [========================>.....] - ETA: 3s 31/35 [=========================>....] - ETA: 2s 32/35 [==========================>...] - ETA: 2s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 24s 706ms/step +inserting motif: tn5_3 +CCTCTACACTGTGCAGAA + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 22s 3/35 [=>............................] - ETA: 22s 4/35 [==>...........................] - ETA: 21s 5/35 [===>..........................] - ETA: 20s 6/35 [====>.........................] - ETA: 20s 7/35 [=====>........................] - ETA: 19s 8/35 [=====>........................] - ETA: 18s 9/35 [======>.......................] - ETA: 18s 10/35 [=======>......................] - ETA: 17s 11/35 [========>.....................] - ETA: 16s 12/35 [=========>....................] - ETA: 15s 13/35 [==========>...................] - ETA: 15s 14/35 [===========>..................] - ETA: 14s 15/35 [===========>..................] - ETA: 13s 16/35 [============>.................] - ETA: 13s 17/35 [=============>................] - ETA: 12s 18/35 [==============>...............] - ETA: 11s 19/35 [===============>..............] - ETA: 11s 20/35 [================>.............] - ETA: 10s 21/35 [=================>............] - ETA: 9s  22/35 [=================>............] - ETA: 9s 23/35 [==================>...........] - ETA: 8s 24/35 [===================>..........] - ETA: 7s 25/35 [====================>.........] - ETA: 6s 26/35 [=====================>........] - ETA: 6s 27/35 [======================>.......] - ETA: 5s 28/35 [=======================>......] - ETA: 4s 29/35 [=======================>......] - ETA: 4s 30/35 [========================>.....] - ETA: 3s 31/35 [=========================>....] - ETA: 2s 32/35 [==========================>...] - ETA: 2s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 24s 707ms/step + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 22s 3/35 [=>............................] - ETA: 22s 4/35 [==>...........................] - ETA: 21s 5/35 [===>..........................] - ETA: 20s 6/35 [====>.........................] - ETA: 20s 7/35 [=====>........................] - ETA: 19s 8/35 [=====>........................] - ETA: 18s 9/35 [======>.......................] - ETA: 18s 10/35 [=======>......................] - ETA: 17s 11/35 [========>.....................] - ETA: 16s 12/35 [=========>....................] - ETA: 15s 13/35 [==========>...................] - ETA: 15s 14/35 [===========>..................] - ETA: 14s 15/35 [===========>..................] - ETA: 13s 16/35 [============>.................] - ETA: 13s 17/35 [=============>................] - ETA: 12s 18/35 [==============>...............] - ETA: 11s 19/35 [===============>..............] - ETA: 11s 20/35 [================>.............] - ETA: 10s 21/35 [=================>............] - ETA: 9s  22/35 [=================>............] - ETA: 9s 23/35 [==================>...........] - ETA: 8s 24/35 [===================>..........] - ETA: 7s 25/35 [====================>.........] - ETA: 6s 26/35 [=====================>........] - ETA: 6s 27/35 [======================>.......] - ETA: 5s 28/35 [=======================>......] - ETA: 4s 29/35 [=======================>......] - ETA: 4s 30/35 [========================>.....] - ETA: 3s 31/35 [=========================>....] - ETA: 2s 32/35 [==========================>...] - ETA: 2s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 24s 707ms/step +inserting motif: tn5_4 +GCACAGTTCTAGACTGTGCAG + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 22s 3/35 [=>............................] - ETA: 22s 4/35 [==>...........................] - ETA: 21s 5/35 [===>..........................] - ETA: 20s 6/35 [====>.........................] - ETA: 20s 7/35 [=====>........................] - ETA: 19s 8/35 [=====>........................] - ETA: 18s 9/35 [======>.......................] - ETA: 18s 10/35 [=======>......................] - ETA: 17s 11/35 [========>.....................] - ETA: 16s 12/35 [=========>....................] - ETA: 15s 13/35 [==========>...................] - ETA: 15s 14/35 [===========>..................] - ETA: 14s 15/35 [===========>..................] - ETA: 13s 16/35 [============>.................] - ETA: 13s 17/35 [=============>................] - ETA: 12s 18/35 [==============>...............] - ETA: 11s 19/35 [===============>..............] - ETA: 11s 20/35 [================>.............] - ETA: 10s 21/35 [=================>............] - ETA: 9s  22/35 [=================>............] - ETA: 9s 23/35 [==================>...........] - ETA: 8s 24/35 [===================>..........] - ETA: 7s 25/35 [====================>.........] - ETA: 6s 26/35 [=====================>........] - ETA: 6s 27/35 [======================>.......] - ETA: 5s 28/35 [=======================>......] - ETA: 4s 29/35 [=======================>......] - ETA: 4s 30/35 [========================>.....] - ETA: 3s 31/35 [=========================>....] - ETA: 2s 32/35 [==========================>...] - ETA: 2s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 24s 707ms/step + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 22s 3/35 [=>............................] - ETA: 22s 4/35 [==>...........................] - ETA: 21s 5/35 [===>..........................] - ETA: 20s 6/35 [====>.........................] - ETA: 20s 7/35 [=====>........................] - ETA: 19s 8/35 [=====>........................] - ETA: 18s 9/35 [======>.......................] - ETA: 18s 10/35 [=======>......................] - ETA: 17s 11/35 [========>.....................] - ETA: 16s 12/35 [=========>....................] - ETA: 15s 13/35 [==========>...................] - ETA: 15s 14/35 [===========>..................] - ETA: 14s 15/35 [===========>..................] - ETA: 13s 16/35 [============>.................] - ETA: 13s 17/35 [=============>................] - ETA: 12s 18/35 [==============>...............] - ETA: 11s 19/35 [===============>..............] - ETA: 11s 20/35 [================>.............] - ETA: 10s 21/35 [=================>............] - ETA: 9s  22/35 [=================>............] - ETA: 9s 23/35 [==================>...........] - ETA: 8s 24/35 [===================>..........] - ETA: 7s 25/35 [====================>.........] - ETA: 6s 26/35 [=====================>........] - ETA: 6s 27/35 [======================>.......] - ETA: 5s 28/35 [=======================>......] - ETA: 4s 29/35 [=======================>......] - ETA: 4s 30/35 [========================>.....] - ETA: 3s 31/35 [=========================>....] - ETA: 2s 32/35 [==========================>...] - ETA: 2s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 24s 707ms/step +inserting motif: tn5_5 +CTGCACAGTGTAGAGTTGTGC + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 22s 3/35 [=>............................] - ETA: 22s 4/35 [==>...........................] - ETA: 21s 5/35 [===>..........................] - ETA: 20s 6/35 [====>.........................] - ETA: 20s 7/35 [=====>........................] - ETA: 19s 8/35 [=====>........................] - ETA: 18s 9/35 [======>.......................] - ETA: 18s 10/35 [=======>......................] - ETA: 17s 11/35 [========>.....................] - ETA: 16s 12/35 [=========>....................] - ETA: 15s 13/35 [==========>...................] - ETA: 15s 14/35 [===========>..................] - ETA: 14s 15/35 [===========>..................] - ETA: 13s 16/35 [============>.................] - ETA: 13s 17/35 [=============>................] - ETA: 12s 18/35 [==============>...............] - ETA: 11s 19/35 [===============>..............] - ETA: 11s 20/35 [================>.............] - ETA: 10s 21/35 [=================>............] - ETA: 9s  22/35 [=================>............] - ETA: 9s 23/35 [==================>...........] - ETA: 8s 24/35 [===================>..........] - ETA: 7s 25/35 [====================>.........] - ETA: 6s 26/35 [=====================>........] - ETA: 6s 27/35 [======================>.......] - ETA: 5s 28/35 [=======================>......] - ETA: 4s 29/35 [=======================>......] - ETA: 4s 30/35 [========================>.....] - ETA: 3s 31/35 [=========================>....] - ETA: 2s 32/35 [==========================>...] - ETA: 2s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 24s 707ms/step + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 22s 3/35 [=>............................] - ETA: 22s 4/35 [==>...........................] - ETA: 21s 5/35 [===>..........................] - ETA: 20s 6/35 [====>.........................] - ETA: 20s 7/35 [=====>........................] - ETA: 19s 8/35 [=====>........................] - ETA: 18s 9/35 [======>.......................] - ETA: 18s 10/35 [=======>......................] - ETA: 17s 11/35 [========>.....................] - ETA: 16s 12/35 [=========>....................] - ETA: 16s 13/35 [==========>...................] - ETA: 15s 14/35 [===========>..................] - ETA: 14s 15/35 [===========>..................] - ETA: 13s 16/35 [============>.................] - ETA: 13s 17/35 [=============>................] - ETA: 12s 18/35 [==============>...............] - ETA: 11s 19/35 [===============>..............] - ETA: 11s 20/35 [================>.............] - ETA: 10s 21/35 [=================>............] - ETA: 9s  22/35 [=================>............] - ETA: 9s 23/35 [==================>...........] - ETA: 8s 24/35 [===================>..........] - ETA: 7s 25/35 [====================>.........] - ETA: 6s 26/35 [=====================>........] - ETA: 6s 27/35 [======================>.......] - ETA: 5s 28/35 [=======================>......] - ETA: 4s 29/35 [=======================>......] - ETA: 4s 30/35 [========================>.....] - ETA: 3s 31/35 [=========================>....] - ETA: 2s 32/35 [==========================>...] - ETA: 2s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 24s 707ms/step +Saving marginal footprints +2022-03-25_22-09-02: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//footprints +2022-03-25_22-09-02: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR926GDT//chrombpnet_model_feb15//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "functional_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: tn5_1 +GCACAGTACAGAGCTG + 1/35 [..............................] - ETA: 1:42 3/35 [=>............................] - ETA: 1s  4/35 [==>...........................] - ETA: 1s 5/35 [===>..........................] - ETA: 1s 6/35 [====>.........................] - ETA: 1s 7/35 [=====>........................] - ETA: 1s 8/35 [=====>........................] - ETA: 1s 9/35 [======>.......................] - ETA: 1s 10/35 [=======>......................] - ETA: 1s 11/35 [========>.....................] - ETA: 1s 12/35 [=========>....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 14/35 [===========>..................] - ETA: 1s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 0s 18/35 [==============>...............] - ETA: 0s 19/35 [===============>..............] - ETA: 0s 20/35 [================>.............] - ETA: 0s 21/35 [=================>............] - ETA: 0s 22/35 [=================>............] - ETA: 0s 23/35 [==================>...........] - ETA: 0s 24/35 [===================>..........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 5s 70ms/step + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 1s 3/35 [=>............................] - ETA: 1s 4/35 [==>...........................] - ETA: 1s 5/35 [===>..........................] - ETA: 1s 6/35 [====>.........................] - ETA: 1s 7/35 [=====>........................] - ETA: 1s 8/35 [=====>........................] - ETA: 1s 9/35 [======>.......................] - ETA: 1s 10/35 [=======>......................] - ETA: 1s 11/35 [========>.....................] - ETA: 1s 12/35 [=========>....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 14/35 [===========>..................] - ETA: 1s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 0s 19/35 [===============>..............] - ETA: 0s 20/35 [================>.............] - ETA: 0s 21/35 [=================>............] - ETA: 0s 22/35 [=================>............] - ETA: 0s 23/35 [==================>...........] - ETA: 0s 24/35 [===================>..........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 2s 58ms/step +inserting motif: tn5_2 +GTGCACAGTTCTAGAGTGTGCAG + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 1s 3/35 [=>............................] - ETA: 1s 4/35 [==>...........................] - ETA: 1s 5/35 [===>..........................] - ETA: 1s 6/35 [====>.........................] - ETA: 1s 7/35 [=====>........................] - ETA: 1s 8/35 [=====>........................] - ETA: 1s 9/35 [======>.......................] - ETA: 1s 10/35 [=======>......................] - ETA: 1s 11/35 [========>.....................] - ETA: 1s 12/35 [=========>....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 14/35 [===========>..................] - ETA: 1s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 0s 19/35 [===============>..............] - ETA: 0s 20/35 [================>.............] - ETA: 0s 21/35 [=================>............] - ETA: 0s 22/35 [=================>............] - ETA: 0s 23/35 [==================>...........] - ETA: 0s 24/35 [===================>..........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 2s 58ms/step + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 1s 3/35 [=>............................] - ETA: 1s 4/35 [==>...........................] - ETA: 1s 5/35 [===>..........................] - ETA: 1s 6/35 [====>.........................] - ETA: 1s 7/35 [=====>........................] - ETA: 1s 8/35 [=====>........................] - ETA: 1s 9/35 [======>.......................] - ETA: 1s 10/35 [=======>......................] - ETA: 1s 11/35 [========>.....................] - ETA: 1s 12/35 [=========>....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 14/35 [===========>..................] - ETA: 1s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 0s 19/35 [===============>..............] - ETA: 0s 20/35 [================>.............] - ETA: 0s 21/35 [=================>............] - ETA: 0s 22/35 [=================>............] - ETA: 0s 23/35 [==================>...........] - ETA: 0s 24/35 [===================>..........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 2s 58ms/step +inserting motif: tn5_3 +CCTCTACACTGTGCAGAA + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 1s 3/35 [=>............................] - ETA: 1s 4/35 [==>...........................] - ETA: 1s 5/35 [===>..........................] - ETA: 1s 6/35 [====>.........................] - ETA: 1s 7/35 [=====>........................] - ETA: 1s 8/35 [=====>........................] - ETA: 1s 9/35 [======>.......................] - ETA: 1s 10/35 [=======>......................] - ETA: 1s 11/35 [========>.....................] - ETA: 1s 12/35 [=========>....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 14/35 [===========>..................] - ETA: 1s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 0s 19/35 [===============>..............] - ETA: 0s 20/35 [================>.............] - ETA: 0s 21/35 [=================>............] - ETA: 0s 22/35 [=================>............] - ETA: 0s 23/35 [==================>...........] - ETA: 0s 24/35 [===================>..........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 2s 58ms/step + 1/35 [..............................] - ETA: 1s 2/35 [>.............................] - ETA: 1s 3/35 [=>............................] - ETA: 1s 4/35 [==>...........................] - ETA: 1s 5/35 [===>..........................] - ETA: 1s 6/35 [====>.........................] - ETA: 1s 7/35 [=====>........................] - ETA: 1s 8/35 [=====>........................] - ETA: 1s 9/35 [======>.......................] - ETA: 1s 10/35 [=======>......................] - ETA: 1s 11/35 [========>.....................] - ETA: 1s 12/35 [=========>....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 14/35 [===========>..................] - ETA: 1s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 0s 19/35 [===============>..............] - ETA: 0s 20/35 [================>.............] - ETA: 0s 21/35 [=================>............] - ETA: 0s 22/35 [=================>............] - ETA: 0s 23/35 [==================>...........] - ETA: 0s 24/35 [===================>..........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 2s 58ms/step +inserting motif: tn5_4 +GCACAGTTCTAGACTGTGCAG + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 1s 3/35 [=>............................] - ETA: 1s 4/35 [==>...........................] - ETA: 1s 5/35 [===>..........................] - ETA: 1s 6/35 [====>.........................] - ETA: 1s 7/35 [=====>........................] - ETA: 1s 8/35 [=====>........................] - ETA: 1s 9/35 [======>.......................] - ETA: 1s 10/35 [=======>......................] - ETA: 1s 11/35 [========>.....................] - ETA: 1s 12/35 [=========>....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 14/35 [===========>..................] - ETA: 1s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 0s 19/35 [===============>..............] - ETA: 0s 20/35 [================>.............] - ETA: 0s 21/35 [=================>............] - ETA: 0s 22/35 [=================>............] - ETA: 0s 23/35 [==================>...........] - ETA: 0s 24/35 [===================>..........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 2s 58ms/step + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 1s 3/35 [=>............................] - ETA: 1s 4/35 [==>...........................] - ETA: 1s 5/35 [===>..........................] - ETA: 1s 6/35 [====>.........................] - ETA: 1s 7/35 [=====>........................] - ETA: 1s 8/35 [=====>........................] - ETA: 1s 9/35 [======>.......................] - ETA: 1s 10/35 [=======>......................] - ETA: 1s 11/35 [========>.....................] - ETA: 1s 12/35 [=========>....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 14/35 [===========>..................] - ETA: 1s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 0s 19/35 [===============>..............] - ETA: 0s 20/35 [================>.............] - ETA: 0s 21/35 [=================>............] - ETA: 0s 22/35 [=================>............] - ETA: 0s 23/35 [==================>...........] - ETA: 0s 24/35 [===================>..........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 2s 59ms/step +inserting motif: tn5_5 +CTGCACAGTGTAGAGTTGTGC + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 1s 3/35 [=>............................] - ETA: 1s 4/35 [==>...........................] - ETA: 1s 5/35 [===>..........................] - ETA: 1s 6/35 [====>.........................] - ETA: 1s 7/35 [=====>........................] - ETA: 1s 8/35 [=====>........................] - ETA: 1s 9/35 [======>.......................] - ETA: 1s 10/35 [=======>......................] - ETA: 1s 11/35 [========>.....................] - ETA: 1s 12/35 [=========>....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 14/35 [===========>..................] - ETA: 1s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 0s 19/35 [===============>..............] - ETA: 0s 20/35 [================>.............] - ETA: 0s 21/35 [=================>............] - ETA: 0s 22/35 [=================>............] - ETA: 0s 23/35 [==================>...........] - ETA: 0s 24/35 [===================>..........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 2s 58ms/step + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 1s 3/35 [=>............................] - ETA: 1s 4/35 [==>...........................] - ETA: 1s 5/35 [===>..........................] - ETA: 1s 6/35 [====>.........................] - ETA: 1s 7/35 [=====>........................] - ETA: 1s 8/35 [=====>........................] - ETA: 1s 9/35 [======>.......................] - ETA: 1s 10/35 [=======>......................] - ETA: 1s 11/35 [========>.....................] - ETA: 1s 12/35 [=========>....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 14/35 [===========>..................] - ETA: 1s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 0s 19/35 [===============>..............] - ETA: 0s 20/35 [================>.............] - ETA: 0s 21/35 [=================>............] - ETA: 0s 22/35 [=================>............] - ETA: 0s 23/35 [==================>...........] - ETA: 0s 24/35 [===================>..........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 2s 58ms/step +Saving marginal footprints