diff --git "a/fold_1/logs.models.fold_1.ENCSR879XUH/logfile.modelling.fold_1.ENCSR879XUH.stdout_v1.txt" "b/fold_1/logs.models.fold_1.ENCSR879XUH/logfile.modelling.fold_1.ENCSR879XUH.stdout_v1.txt" new file mode 100644--- /dev/null +++ "b/fold_1/logs.models.fold_1.ENCSR879XUH/logfile.modelling.fold_1.ENCSR879XUH.stdout_v1.txt" @@ -0,0 +1,455 @@ +2022-10-11_20-19-40: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR879XUH//preprocessing/bigWigs/ENCSR879XUH.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR879XUH//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR879XUH//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB/fold_1/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1/ +2022-10-13_13-47-31: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR879XUH//preprocessing/bigWigs/ENCSR879XUH.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR879XUH//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR879XUH//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB/fold_1/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1/ +evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] +Number of peaks input: 158457 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 158457 +Number of peaks input: 41543 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 41543 +Number of non peaks input: 159825 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 159825 +Number of non peaks input: 40174 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 40174 +Number of peaks after removing outliers: 156711 +Number of nonpeaks after removing outliers: 142585 +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 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/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR879XUH//preprocessing/bigWigs/ENCSR879XUH.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.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': '13.2', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(138999, 10) +loading nonpeaks... +got split:train for bed regions:(126824, 10) +loading peaks... +got split:valid for bed regions:(17712, 10) +loading nonpeaks... +got split:valid for bed regions:(15761, 10) +Epoch 1/50 + 1/2390 [..............................] - ETA: 6:15:09 - loss: 549.5605 - logits_profile_predictions_loss: 519.9309 - logcount_predictions_loss: 2.2447 2/2390 [..............................] - ETA: 22:31 - loss: 715.5214 - logits_profile_predictions_loss: 504.9502 - logcount_predictions_loss: 15.9524  3/2390 [..............................] - ETA: 22:28 - loss: 722.5800 - logits_profile_predictions_loss: 492.8948 - logcount_predictions_loss: 17.4004 4/2390 [..............................] - ETA: 22:28 - loss: 711.2809 - logits_profile_predictions_loss: 487.1165 - logcount_predictions_loss: 16.9822 5/2390 [..............................] - ETA: 22:26 - loss: 699.0190 - logits_profile_predictions_loss: 485.1878 - logcount_predictions_loss: 16.1993 6/2390 [..............................] - ETA: 22:26 - loss: 687.7111 - logits_profile_predictions_loss: 484.7082 - logcount_predictions_loss: 15.3790 7/2390 [..............................] - ETA: 22:27 - loss: 678.2730 - logits_profile_predictions_loss: 485.4499 - logcount_predictions_loss: 14.6078 8/2390 [..............................] - ETA: 22:26 - loss: 669.0718 - logits_profile_predictions_loss: 485.5489 - logcount_predictions_loss: 13.9032 9/2390 [..............................] - ETA: 22:25 - loss: 659.8346 - logits_profile_predictions_loss: 484.7141 - logcount_predictions_loss: 13.2667 10/2390 [..............................] - ETA: 22:24 - loss: 652.0904 - logits_profile_predictions_loss: 484.4648 - logcount_predictions_loss: 12.6989 11/2390 [..............................] - ETA: 22:24 - loss: 646.0331 - logits_profile_predictions_loss: 485.0646 - logcount_predictions_loss: 12.1946 12/2390 [..............................] - ETA: 22:23 - loss: 640.9878 - logits_profile_predictions_loss: 485.9948 - logcount_predictions_loss: 11.7419 13/2390 [..............................] - ETA: 22:22 - loss: 636.8996 - logits_profile_predictions_loss: 487.2753 - logcount_predictions_loss: 11.3352 14/2390 [..............................] - ETA: 22:21 - loss: 632.8898 - logits_profile_predictions_loss: 488.1754 - logcount_predictions_loss: 10.9632 15/2390 [..............................] - ETA: 22:21 - loss: 629.5823 - logits_profile_predictions_loss: 489.3320 - logcount_predictions_loss: 10.6250 16/2390 [..............................] - ETA: 22:20 - loss: 626.3985 - logits_profile_predictions_loss: 490.2560 - logcount_predictions_loss: 10.3138 17/2390 [..............................] - ETA: 22:19 - loss: 623.2565 - logits_profile_predictions_loss: 490.9085 - logcount_predictions_loss: 10.0264 18/2390 [..............................] - ETA: 22:19 - loss: 620.3817 - logits_profile_predictions_loss: 491.5301 - logcount_predictions_loss: 9.7615  19/2390 [..............................] - ETA: 22:18 - loss: 617.7463 - logits_profile_predictions_loss: 492.1382 - logcount_predictions_loss: 9.5158 20/2390 [..............................] - ETA: 22:18 - loss: 615.3147 - logits_profile_predictions_loss: 492.7171 - logcount_predictions_loss: 9.2877 21/2390 [..............................] - ETA: 22:17 - loss: 613.1946 - logits_profile_predictions_loss: 493.3858 - logcount_predictions_loss: 9.0764 22/2390 [..............................] - ETA: 22:17 - loss: 611.4058 - logits_profile_predictions_loss: 494.1895 - logcount_predictions_loss: 8.8800 23/2390 [..............................] - ETA: 22:16 - loss: 609.6298 - logits_profile_predictions_loss: 494.8520 - logcount_predictions_loss: 8.6953 24/2390 [..............................] - ETA: 22:15 - loss: 607.8620 - logits_profile_predictions_loss: 495.3857 - logcount_predictions_loss: 8.5209 25/2390 [..............................] - ETA: 22:15 - loss: 606.0118 - logits_profile_predictions_loss: 495.7177 - logcount_predictions_loss: 8.3556 26/2390 [..............................] - ETA: 22:14 - loss: 604.2856 - logits_profile_predictions_loss: 496.0458 - logcount_predictions_loss: 8.2000 27/2390 [..............................] - ETA: 22:14 - loss: 602.5884 - logits_profile_predictions_loss: 496.2943 - logcount_predictions_loss: 8.0526 28/2390 [..............................] - ETA: 22:13 - loss: 601.0353 - logits_profile_predictions_loss: 496.5759 - logcount_predictions_loss: 7.9136 29/2390 [..............................] - ETA: 22:13 - loss: 599.5007 - logits_profile_predictions_loss: 496.7885 - logcount_predictions_loss: 7.7812 30/2390 [..............................] - ETA: 22:12 - loss: 597.8879 - logits_profile_predictions_loss: 496.8495 - logcount_predictions_loss: 7.6544 31/2390 [..............................] - ETA: 22:11 - loss: 596.3229 - logits_profile_predictions_loss: 496.8792 - logcount_predictions_loss: 7.5336 32/2390 [..............................] - ETA: 22:11 - loss: 594.8627 - logits_profile_predictions_loss: 496.9347 - logcount_predictions_loss: 7.4188 33/2390 [..............................] - ETA: 22:10 - loss: 593.3965 - logits_profile_predictions_loss: 496.9179 - logcount_predictions_loss: 7.3090 34/2390 [..............................] - ETA: 22:10 - loss: 591.9701 - logits_profile_predictions_loss: 496.8787 - logcount_predictions_loss: 7.2039 35/2390 [..............................] - ETA: 22:09 - loss: 590.6187 - logits_profile_predictions_loss: 496.8510 - logcount_predictions_loss: 7.1036 36/2390 [..............................] - ETA: 22:08 - loss: 589.3611 - logits_profile_predictions_loss: 496.8565 - logcount_predictions_loss: 7.0079 37/2390 [..............................] - ETA: 22:08 - loss: 588.1859 - logits_profile_predictions_loss: 496.8869 - logcount_predictions_loss: 6.9166 38/2390 [..............................] - ETA: 22:07 - loss: 587.0173 - logits_profile_predictions_loss: 496.8789 - logcount_predictions_loss: 6.8287 39/2390 [..............................] - ETA: 22:07 - loss: 585.9025 - logits_profile_predictions_loss: 496.8780 - logcount_predictions_loss: 6.7443 40/2390 [..............................] - ETA: 22:06 - loss: 584.8109 - logits_profile_predictions_loss: 496.8568 - logcount_predictions_loss: 6.6632 41/2390 [..............................] - ETA: 22:06 - loss: 583.7576 - logits_profile_predictions_loss: 496.8315 - logcount_predictions_loss: 6.5853 42/2390 [..............................] - ETA: 22:05 - loss: 582.7548 - logits_profile_predictions_loss: 496.8169 - logcount_predictions_loss: 6.5104 43/2390 [..............................] - ETA: 22:05 - loss: 581.7700 - logits_profile_predictions_loss: 496.7854 - logcount_predictions_loss: 6.4382 44/2390 [..............................] - ETA: 22:04 - loss: 580.8046 - logits_profile_predictions_loss: 496.7401 - logcount_predictions_loss: 6.3685 45/2390 [..............................] - ETA: 22:03 - loss: 579.8582 - logits_profile_predictions_loss: 496.6817 - logcount_predictions_loss: 6.3012 46/2390 [..............................] - ETA: 22:03 - loss: 578.9653 - logits_profile_predictions_loss: 496.6438 - logcount_predictions_loss: 6.2365 47/2390 [..............................] - ETA: 22:02 - loss: 578.1002 - logits_profile_predictions_loss: 496.6026 - logcount_predictions_loss: 6.1741 48/2390 [..............................] - ETA: 22:02 - loss: 577.2535 - logits_profile_predictions_loss: 496.5538 - logcount_predictions_loss: 6.1136 49/2390 [..............................] - ETA: 22:01 - loss: 576.4203 - logits_profile_predictions_loss: 496.4929 - logcount_predictions_loss: 6.0551 50/2390 [..............................] - ETA: 22:01 - loss: 575.6358 - logits_profile_predictions_loss: 496.4543 - logcount_predictions_loss: 5.9986 51/2390 [..............................] - ETA: 22:00 - loss: 574.8995 - logits_profile_predictions_loss: 496.4381 - logcount_predictions_loss: 5.9440 52/2390 [..............................] - ETA: 22:00 - loss: 574.1500 - logits_profile_predictions_loss: 496.3894 - logcount_predictions_loss: 5.8909 53/2390 [..............................] - ETA: 21:59 - loss: 573.4013 - logits_profile_predictions_loss: 496.3218 - logcount_predictions_loss: 5.8394 54/2390 [..............................] - ETA: 21:58 - loss: 572.6859 - logits_profile_predictions_loss: 496.2655 - logcount_predictions_loss: 5.7894 55/2390 [..............................] - ETA: 21:58 - loss: 572.0192 - logits_profile_predictions_loss: 496.2349 - logcount_predictions_loss: 5.7412 56/2390 [..............................] - ETA: 21:57 - loss: 571.3793 - logits_profile_predictions_loss: 496.2124 - logcount_predictions_loss: 5.6945 57/2390 [..............................] - ETA: 21:57 - loss: 570.7555 - logits_profile_predictions_loss: 496.1894 - logcount_predictions_loss: 5.6489 58/2390 [..............................] - ETA: 21:56 - loss: 570.1668 - logits_profile_predictions_loss: 496.1832 - logcount_predictions_loss: 5.6048 59/2390 [..............................] - ETA: 21:56 - loss: 569.5934 - logits_profile_predictions_loss: 496.1761 - logcount_predictions_loss: 5.5619 60/2390 [..............................] - ETA: 21:55 - loss: 569.0105 - logits_profile_predictions_loss: 496.1465 - logcount_predictions_loss: 5.5200 61/2390 [..............................] - ETA: 21:54 - loss: 568.4465 - logits_profile_predictions_loss: 496.1198 - logcount_predictions_loss: 5.4793 62/2390 [..............................] - ETA: 21:54 - loss: 567.8986 - logits_profile_predictions_loss: 496.0949 - logcount_predictions_loss: 5.4397 63/2390 [..............................] - ETA: 21:53 - loss: 567.3623 - logits_profile_predictions_loss: 496.0683 - logcount_predictions_loss: 5.4011 64/2390 [..............................] - ETA: 21:53 - loss: 566.8464 - logits_profile_predictions_loss: 496.0477 - logcount_predictions_loss: 5.3635 65/2390 [..............................] - ETA: 21:52 - loss: 566.3404 - logits_profile_predictions_loss: 496.0245 - logcount_predictions_loss: 5.3270 66/2390 [..............................] - ETA: 21:52 - loss: 565.8594 - logits_profile_predictions_loss: 496.0132 - logcount_predictions_loss: 5.2914 67/2390 [..............................] - ETA: 21:51 - loss: 565.3970 - logits_profile_predictions_loss: 496.0083 - logcount_predictions_loss: 5.2567 68/2390 [..............................] - ETA: 21:51 - loss: 564.9303 - logits_profile_predictions_loss: 495.9900 - logcount_predictions_loss: 5.2227 69/2390 [..............................] - ETA: 21:50 - loss: 564.4887 - logits_profile_predictions_loss: 495.9844 - logcount_predictions_loss: 5.1897 70/2390 [..............................] - ETA: 21:50 - loss: 564.0439 - logits_profile_predictions_loss: 495.9665 - logcount_predictions_loss: 5.1574 71/2390 [..............................] - ETA: 21:49 - loss: 563.6323 - logits_profile_predictions_loss: 495.9690 - logcount_predictions_loss: 5.1260 72/2390 [..............................] - ETA: 21:48 - loss: 563.2296 - logits_profile_predictions_loss: 495.9714 - logcount_predictions_loss: 5.0953 73/2390 [..............................] - ETA: 21:48 - loss: 562.8314 - logits_profile_predictions_loss: 495.9695 - logcount_predictions_loss: 5.0653 74/2390 [..............................] - ETA: 21:47 - loss: 562.4306 - logits_profile_predictions_loss: 495.9568 - logcount_predictions_loss: 5.0359 75/2390 [..............................] - ETA: 21:47 - loss: 562.0325 - logits_profile_predictions_loss: 495.9387 - logcount_predictions_loss: 5.0071 76/2390 [..............................] - ETA: 21:46 - loss: 561.6457 - logits_profile_predictions_loss: 495.9233 - logcount_predictions_loss: 4.9790 77/2390 [..............................] - ETA: 21:46 - loss: 561.2568 - logits_profile_predictions_loss: 495.8987 - logcount_predictions_loss: 4.9514 78/2390 [..............................] - ETA: 21:45 - loss: 560.8886 - logits_profile_predictions_loss: 495.8862 - logcount_predictions_loss: 4.9244 79/2390 [..............................] - ETA: 21:44 - loss: 560.5199 - logits_profile_predictions_loss: 495.8666 - logcount_predictions_loss: 4.8980 80/2390 [>.............................] - ETA: 21:44 - loss: 560.1416 - logits_profile_predictions_loss: 495.8316 - logcount_predictions_loss: 4.8720 81/2390 [>.............................] - ETA: 21:43 - loss: 559.7852 - logits_profile_predictions_loss: 495.8100 - logcount_predictions_loss: 4.8466 82/2390 [>.............................] - ETA: 21:43 - loss: 559.4315 - logits_profile_predictions_loss: 495.7846 - logcount_predictions_loss: 4.8217 83/2390 [>.............................] - ETA: 21:42 - loss: 559.0976 - logits_profile_predictions_loss: 495.7714 - logcount_predictions_loss: 4.7974 84/2390 [>.............................] - ETA: 21:42 - loss: 558.7688 - logits_profile_predictions_loss: 495.7570 - logcount_predictions_loss: 4.7736 85/2390 [>.............................] - ETA: 21:41 - loss: 558.4475 - logits_profile_predictions_loss: 495.7435 - logcount_predictions_loss: 4.7503 86/2390 [>.............................] - ETA: 21:41 - loss: 558.1300 - logits_profile_predictions_loss: 495.7280 - logcount_predictions_loss: 4.7274 87/2390 [>.............................] - ETA: 21:40 - loss: 557.8156 - logits_profile_predictions_loss: 495.7100 - logcount_predictions_loss: 4.7050 88/2390 [>.............................] - ETA: 21:40 - loss: 557.4991 - logits_profile_predictions_loss: 495.6847 - logcount_predictions_loss: 4.6829 89/2390 [>.............................] - ETA: 21:39 - loss: 557.1834 - logits_profile_predictions_loss: 495.6553 - logcount_predictions_loss: 4.6612 90/2390 [>.............................] - ETA: 21:39 - loss: 556.8822 - logits_profile_predictions_loss: 495.6341 - logcount_predictions_loss: 4.6400 91/2390 [>.............................] - ETA: 21:38 - loss: 556.5838 - logits_profile_predictions_loss: 495.6110 - logcount_predictions_loss: 4.6191 92/2390 [>.............................] - ETA: 21:37 - loss: 556.2801 - logits_profile_predictions_loss: 495.5783 - logcount_predictions_loss: 4.5986 93/2390 [>.............................] - ETA: 21:37 - loss: 555.9802 - logits_profile_predictions_loss: 495.5445 - logcount_predictions_loss: 4.5785 94/2390 [>.............................] - ETA: 21:36 - loss: 555.6811 - logits_profile_predictions_loss: 495.5070 - logcount_predictions_loss: 4.5586 95/2390 [>.............................] - ETA: 21:36 - loss: 555.3862 - logits_profile_predictions_loss: 495.4692 - logcount_predictions_loss: 4.5392 96/2390 [>.............................] - ETA: 21:35 - loss: 555.0974 - logits_profile_predictions_loss: 495.4326 - logcount_predictions_loss: 4.5201 97/2390 [>.............................] - ETA: 21:35 - loss: 554.8156 - logits_profile_predictions_loss: 495.3987 - logcount_predictions_loss: 4.5013 98/2390 [>.............................] - ETA: 21:34 - loss: 554.5387 - logits_profile_predictions_loss: 495.3649 - logcount_predictions_loss: 4.4829 99/2390 [>.............................] - ETA: 21:33 - loss: 554.2629 - logits_profile_predictions_loss: 495.3287 - logcount_predictions_loss: 4.4647 100/2390 [>.............................] - ETA: 21:33 - loss: 554.0083 - logits_profile_predictions_loss: 495.3080 - logcount_predictions_loss: 4.4470 101/2390 [>.............................] - ETA: 21:32 - loss: 553.7511 - logits_profile_predictions_loss: 495.2813 - logcount_predictions_loss: 4.4295 102/2390 [>.............................] - ETA: 21:32 - loss: 553.4951 - logits_profile_predictions_loss: 495.2520 - logcount_predictions_loss: 4.4124 103/2390 [>.............................] - ETA: 21:31 - loss: 553.2381 - logits_profile_predictions_loss: 495.2181 - logcount_predictions_loss: 4.3954 104/2390 [>.............................] - ETA: 21:30 - loss: 552.9897 - logits_profile_predictions_loss: 495.1889 - logcount_predictions_loss: 4.3788 105/2390 [>.............................] - ETA: 21:30 - loss: 552.7420 - logits_profile_predictions_loss: 495.1572 - logcount_predictions_loss: 4.3625 106/2390 [>.............................] - ETA: 21:29 - loss: 552.5026 - logits_profile_predictions_loss: 495.1299 - logcount_predictions_loss: 4.3464 107/2390 [>.............................] - ETA: 21:29 - loss: 552.2638 - logits_profile_predictions_loss: 495.1004 - logcount_predictions_loss: 4.3306 108/2390 [>.............................] - ETA: 21:28 - loss: 552.0296 - logits_profile_predictions_loss: 495.0720 - logcount_predictions_loss: 4.3150 109/2390 [>.............................] - ETA: 21:28 - loss: 551.8019 - logits_profile_predictions_loss: 495.0468 - logcount_predictions_loss: 4.2996 110/2390 [>.............................] - ETA: 21:27 - loss: 551.5838 - logits_profile_predictions_loss: 495.0273 - logcount_predictions_loss: 4.2846 111/2390 [>.............................] - ETA: 21:26 - loss: 551.3664 - logits_profile_predictions_loss: 495.0058 - logcount_predictions_loss: 4.2697 112/2390 [>.............................] - ETA: 21:26 - loss: 551.1456 - logits_profile_predictions_loss: 494.9785 - logcount_predictions_loss: 4.2551 113/2390 [>.............................] - ETA: 21:25 - loss: 550.9228 - logits_profile_predictions_loss: 494.9469 - logcount_predictions_loss: 4.2406 114/2390 [>.............................] - ETA: 21:25 - loss: 550.7001 - logits_profile_predictions_loss: 494.9127 - logcount_predictions_loss: 4.2263 115/2390 [>.............................] - ETA: 21:24 - loss: 550.4801 - logits_profile_predictions_loss: 494.8783 - logcount_predictions_loss: 4.2122 116/2390 [>.............................] - ETA: 21:24 - loss: 550.2557 - logits_profile_predictions_loss: 494.8375 - logcount_predictions_loss: 4.1983 117/2390 [>.............................] - ETA: 21:23 - loss: 550.0320 - logits_profile_predictions_loss: 494.7947 - logcount_predictions_loss: 4.1846 118/2390 [>.............................] - ETA: 21:22 - loss: 549.8164 - logits_profile_predictions_loss: 494.7570 - logcount_predictions_loss: 4.1712 119/2390 [>.............................] - ETA: 21:22 - loss: 549.6063 - logits_profile_predictions_loss: 494.7223 - logcount_predictions_loss: 4.1579 120/2390 [>.............................] - ETA: 21:21 - loss: 549.3957 - logits_profile_predictions_loss: 494.6848 - logcount_predictions_loss: 4.1448 121/2390 [>.............................] - ETA: 21:21 - loss: 549.1846 - logits_profile_predictions_loss: 494.6448 - logcount_predictions_loss: 4.1318 122/2390 [>.............................] - ETA: 21:20 - loss: 548.9745 - logits_profile_predictions_loss: 494.6035 - logcount_predictions_loss: 4.1190 123/2390 [>.............................] - ETA: 21:20 - loss: 548.7656 - logits_profile_predictions_loss: 494.5615 - logcount_predictions_loss: 4.1064 124/2390 [>.............................] - ETA: 21:19 - loss: 548.5680 - logits_profile_predictions_loss: 494.5274 - logcount_predictions_loss: 4.0940 125/2390 [>.............................] - ETA: 21:18 - loss: 548.3722 - logits_profile_predictions_loss: 494.4928 - logcount_predictions_loss: 4.0818 126/2390 [>.............................] - ETA: 21:18 - loss: 548.1754 - logits_profile_predictions_loss: 494.4553 - logcount_predictions_loss: 4.0697 127/2390 [>.............................] - ETA: 21:17 - loss: 547.9891 - logits_profile_predictions_loss: 494.4251 - logcount_predictions_loss: 4.0579 128/2390 [>.............................] - ETA: 21:17 - loss: 547.8021 - logits_profile_predictions_loss: 494.3926 - logcount_predictions_loss: 4.0462 129/2390 [>.............................] - ETA: 21:16 - loss: 547.6130 - logits_profile_predictions_loss: 494.3564 - logcount_predictions_loss: 4.0346 130/2390 [>.............................] - ETA: 21:16 - loss: 547.4297 - logits_profile_predictions_loss: 494.3237 - logcount_predictions_loss: 4.0232 131/2390 [>.............................] - ETA: 21:15 - loss: 547.2445 - logits_profile_predictions_loss: 494.2874 - logcount_predictions_loss: 4.0119 132/2390 [>.............................] - ETA: 21:14 - loss: 547.0587 - logits_profile_predictions_loss: 494.2490 - logcount_predictions_loss: 4.0007 133/2390 [>.............................] - ETA: 21:14 - loss: 546.8712 - logits_profile_predictions_loss: 494.2073 - logcount_predictions_loss: 3.9897 134/2390 [>.............................] - ETA: 21:13 - loss: 546.6904 - logits_profile_predictions_loss: 494.1701 - logcount_predictions_loss: 3.9788 135/2390 [>.............................] - ETA: 21:13 - loss: 546.5123 - logits_profile_predictions_loss: 494.1339 - logcount_predictions_loss: 3.9681 136/2390 [>.............................] - ETA: 21:12 - loss: 546.3335 - logits_profile_predictions_loss: 494.0954 - logcount_predictions_loss: 3.9574 137/2390 [>.............................] - ETA: 21:12 - loss: 546.1570 - 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475.2428 - logcount_predictions_loss: 2.0686  2374/2390 [============================>.] - ETA: 9s - loss: 502.5407 - logits_profile_predictions_loss: 475.2384 - logcount_predictions_loss: 2.0683 2375/2390 [============================>.] - ETA: 8s - loss: 502.5321 - logits_profile_predictions_loss: 475.2339 - logcount_predictions_loss: 2.0680 2376/2390 [============================>.] - ETA: 7s - loss: 502.5236 - logits_profile_predictions_loss: 475.2294 - logcount_predictions_loss: 2.0677 2377/2390 [============================>.] - ETA: 7s - loss: 502.5151 - logits_profile_predictions_loss: 475.2250 - logcount_predictions_loss: 2.0674 2378/2390 [============================>.] - ETA: 6s - loss: 502.5067 - logits_profile_predictions_loss: 475.2206 - logcount_predictions_loss: 2.0671 2379/2390 [============================>.] - ETA: 6s - loss: 502.4982 - logits_profile_predictions_loss: 475.2162 - logcount_predictions_loss: 2.0668 2380/2390 [============================>.] - ETA: 5s - loss: 502.4897 - logits_profile_predictions_loss: 475.2118 - logcount_predictions_loss: 2.0665 2381/2390 [============================>.] - ETA: 5s - loss: 502.4813 - logits_profile_predictions_loss: 475.2074 - logcount_predictions_loss: 2.0662 2382/2390 [============================>.] - ETA: 4s - loss: 502.4728 - logits_profile_predictions_loss: 475.2030 - logcount_predictions_loss: 2.0659 2383/2390 [============================>.] - ETA: 3s - loss: 502.4644 - logits_profile_predictions_loss: 475.1986 - logcount_predictions_loss: 2.0656 2384/2390 [============================>.] - ETA: 3s - loss: 502.4560 - logits_profile_predictions_loss: 475.1942 - logcount_predictions_loss: 2.0653 2385/2390 [============================>.] - ETA: 2s - loss: 502.4475 - logits_profile_predictions_loss: 475.1899 - logcount_predictions_loss: 2.0650 2386/2390 [============================>.] - ETA: 2s - loss: 502.4391 - logits_profile_predictions_loss: 475.1855 - logcount_predictions_loss: 2.0646 2387/2390 [============================>.] - ETA: 1s - loss: 502.4307 - logits_profile_predictions_loss: 475.1811 - logcount_predictions_loss: 2.0643 2388/2390 [============================>.] - ETA: 1s - loss: 502.4223 - logits_profile_predictions_loss: 475.1768 - logcount_predictions_loss: 2.0640 2389/2390 [============================>.] - ETA: 0s - loss: 502.4139 - logits_profile_predictions_loss: 475.1724 - logcount_predictions_loss: 2.0637 2390/2390 [==============================] - ETA: 0s - loss: 502.4055 - logits_profile_predictions_loss: 475.1681 - logcount_predictions_loss: 2.0634 2390/2390 [==============================] - 1422s 591ms/step - loss: 502.3971 - logits_profile_predictions_loss: 475.1637 - logcount_predictions_loss: 2.0631 - val_loss: 529.5761 - val_logits_profile_predictions_loss: 524.8075 - val_logcount_predictions_loss: 0.3612 + +Epoch 00001: val_loss improved from inf to 529.57611, saving model to 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- logcount_predictions_loss: 0.3766 7/2390 [..............................] - ETA: 22:28 - loss: 461.4430 - logits_profile_predictions_loss: 456.4184 - logcount_predictions_loss: 0.3807 8/2390 [..............................] - ETA: 22:27 - loss: 459.9576 - logits_profile_predictions_loss: 454.9064 - logcount_predictions_loss: 0.3827 9/2390 [..............................] - ETA: 22:27 - loss: 458.6276 - logits_profile_predictions_loss: 453.5628 - logcount_predictions_loss: 0.3837 10/2390 [..............................] - ETA: 22:26 - loss: 457.4511 - logits_profile_predictions_loss: 452.3754 - logcount_predictions_loss: 0.3845 11/2390 [..............................] - ETA: 22:26 - loss: 456.2974 - logits_profile_predictions_loss: 451.2117 - logcount_predictions_loss: 0.3853 12/2390 [..............................] - ETA: 22:25 - loss: 455.5095 - logits_profile_predictions_loss: 450.4210 - logcount_predictions_loss: 0.3855 13/2390 [..............................] - ETA: 22:25 - loss: 455.1650 - logits_profile_predictions_loss: 450.0681 - logcount_predictions_loss: 0.3861 14/2390 [..............................] - ETA: 22:24 - loss: 455.0535 - logits_profile_predictions_loss: 449.9434 - logcount_predictions_loss: 0.3871 15/2390 [..............................] - ETA: 22:23 - loss: 454.8266 - logits_profile_predictions_loss: 449.7084 - logcount_predictions_loss: 0.3877 16/2390 [..............................] - ETA: 22:23 - loss: 454.7541 - logits_profile_predictions_loss: 449.6224 - logcount_predictions_loss: 0.3888 17/2390 [..............................] - ETA: 22:22 - loss: 454.9956 - logits_profile_predictions_loss: 449.8451 - logcount_predictions_loss: 0.3902 18/2390 [..............................] - ETA: 22:22 - loss: 455.1258 - logits_profile_predictions_loss: 449.9602 - logcount_predictions_loss: 0.3913 19/2390 [..............................] - ETA: 22:21 - loss: 455.3030 - logits_profile_predictions_loss: 450.1238 - logcount_predictions_loss: 0.3924 20/2390 [..............................] - ETA: 22:21 - loss: 455.4181 - logits_profile_predictions_loss: 450.2259 - logcount_predictions_loss: 0.3933 21/2390 [..............................] - ETA: 22:20 - loss: 455.4491 - logits_profile_predictions_loss: 450.2416 - logcount_predictions_loss: 0.3945 22/2390 [..............................] - ETA: 22:19 - loss: 455.5801 - logits_profile_predictions_loss: 450.3595 - logcount_predictions_loss: 0.3955 23/2390 [..............................] - ETA: 22:19 - loss: 455.7123 - logits_profile_predictions_loss: 450.4794 - logcount_predictions_loss: 0.3964 24/2390 [..............................] - ETA: 22:18 - loss: 455.7975 - logits_profile_predictions_loss: 450.5576 - logcount_predictions_loss: 0.3970 25/2390 [..............................] - ETA: 22:18 - loss: 456.0698 - logits_profile_predictions_loss: 450.8252 - logcount_predictions_loss: 0.3973 26/2390 [..............................] - ETA: 22:17 - loss: 456.2664 - logits_profile_predictions_loss: 451.0178 - logcount_predictions_loss: 0.3976 27/2390 [..............................] - ETA: 22:17 - loss: 456.3660 - logits_profile_predictions_loss: 451.1141 - logcount_predictions_loss: 0.3979 28/2390 [..............................] - ETA: 22:16 - loss: 456.4208 - logits_profile_predictions_loss: 451.1689 - logcount_predictions_loss: 0.3979 29/2390 [..............................] - ETA: 22:16 - loss: 456.4917 - logits_profile_predictions_loss: 451.2390 - logcount_predictions_loss: 0.3979 30/2390 [..............................] - ETA: 22:15 - loss: 456.5335 - logits_profile_predictions_loss: 451.2814 - logcount_predictions_loss: 0.3979 31/2390 [..............................] - ETA: 22:14 - loss: 456.5405 - logits_profile_predictions_loss: 451.2912 - logcount_predictions_loss: 0.3977 32/2390 [..............................] - ETA: 22:14 - loss: 456.5130 - logits_profile_predictions_loss: 451.2663 - logcount_predictions_loss: 0.3975 33/2390 [..............................] - ETA: 22:13 - loss: 456.5028 - logits_profile_predictions_loss: 451.2574 - logcount_predictions_loss: 0.3974 34/2390 [..............................] - ETA: 22:13 - loss: 456.5660 - logits_profile_predictions_loss: 451.3205 - logcount_predictions_loss: 0.3974 35/2390 [..............................] - ETA: 22:12 - loss: 456.5693 - logits_profile_predictions_loss: 451.3247 - logcount_predictions_loss: 0.3973 36/2390 [..............................] - ETA: 22:12 - loss: 456.5646 - logits_profile_predictions_loss: 451.3210 - logcount_predictions_loss: 0.3972 37/2390 [..............................] - ETA: 22:11 - loss: 456.5870 - logits_profile_predictions_loss: 451.3432 - logcount_predictions_loss: 0.3973 38/2390 [..............................] - ETA: 22:11 - loss: 456.5951 - logits_profile_predictions_loss: 451.3528 - logcount_predictions_loss: 0.3971 39/2390 [..............................] - ETA: 22:10 - loss: 456.5778 - logits_profile_predictions_loss: 451.3382 - logcount_predictions_loss: 0.3969 40/2390 [..............................] - ETA: 22:09 - loss: 456.5519 - logits_profile_predictions_loss: 451.3149 - logcount_predictions_loss: 0.3967 41/2390 [..............................] - ETA: 22:09 - loss: 456.5437 - logits_profile_predictions_loss: 451.3088 - logcount_predictions_loss: 0.3966 42/2390 [..............................] - ETA: 22:08 - loss: 456.5198 - logits_profile_predictions_loss: 451.2877 - logcount_predictions_loss: 0.3964 43/2390 [..............................] - ETA: 22:08 - loss: 456.5285 - logits_profile_predictions_loss: 451.2995 - logcount_predictions_loss: 0.3961 44/2390 [..............................] - ETA: 22:07 - loss: 456.5439 - logits_profile_predictions_loss: 451.3179 - logcount_predictions_loss: 0.3959 45/2390 [..............................] - ETA: 22:07 - loss: 456.6032 - logits_profile_predictions_loss: 451.3798 - logcount_predictions_loss: 0.3957 46/2390 [..............................] - ETA: 22:06 - loss: 456.6461 - logits_profile_predictions_loss: 451.4247 - logcount_predictions_loss: 0.3956 47/2390 [..............................] - ETA: 22:06 - loss: 456.6782 - logits_profile_predictions_loss: 451.4585 - logcount_predictions_loss: 0.3954 48/2390 [..............................] - ETA: 22:05 - loss: 456.6908 - logits_profile_predictions_loss: 451.4728 - logcount_predictions_loss: 0.3953 49/2390 [..............................] - ETA: 22:04 - loss: 456.6964 - logits_profile_predictions_loss: 451.4805 - logcount_predictions_loss: 0.3951 50/2390 [..............................] - ETA: 22:04 - loss: 456.6917 - logits_profile_predictions_loss: 451.4779 - logcount_predictions_loss: 0.3950 51/2390 [..............................] - ETA: 22:03 - loss: 456.7210 - logits_profile_predictions_loss: 451.5087 - logcount_predictions_loss: 0.3949 52/2390 [..............................] - ETA: 22:03 - loss: 456.7565 - logits_profile_predictions_loss: 451.5462 - logcount_predictions_loss: 0.3947 53/2390 [..............................] - ETA: 22:02 - loss: 456.8019 - logits_profile_predictions_loss: 451.5928 - logcount_predictions_loss: 0.3946 54/2390 [..............................] - ETA: 22:02 - loss: 456.8509 - logits_profile_predictions_loss: 451.6428 - logcount_predictions_loss: 0.3946 55/2390 [..............................] - ETA: 22:01 - loss: 456.8878 - logits_profile_predictions_loss: 451.6805 - logcount_predictions_loss: 0.3945 56/2390 [..............................] - ETA: 22:00 - loss: 456.8927 - logits_profile_predictions_loss: 451.6863 - logcount_predictions_loss: 0.3944 57/2390 [..............................] - ETA: 22:00 - loss: 456.9364 - logits_profile_predictions_loss: 451.7302 - logcount_predictions_loss: 0.3944 58/2390 [..............................] - ETA: 21:59 - loss: 456.9690 - logits_profile_predictions_loss: 451.7624 - logcount_predictions_loss: 0.3944 59/2390 [..............................] - ETA: 21:59 - loss: 456.9888 - logits_profile_predictions_loss: 451.7821 - logcount_predictions_loss: 0.3944 60/2390 [..............................] - ETA: 21:58 - loss: 457.0184 - logits_profile_predictions_loss: 451.8118 - logcount_predictions_loss: 0.3944 61/2390 [..............................] - ETA: 21:58 - loss: 457.0404 - logits_profile_predictions_loss: 451.8338 - logcount_predictions_loss: 0.3944 62/2390 [..............................] - ETA: 21:57 - loss: 457.0549 - logits_profile_predictions_loss: 451.8485 - logcount_predictions_loss: 0.3944 63/2390 [..............................] - ETA: 21:57 - loss: 457.0621 - logits_profile_predictions_loss: 451.8560 - logcount_predictions_loss: 0.3944 64/2390 [..............................] - ETA: 21:56 - loss: 457.0667 - logits_profile_predictions_loss: 451.8606 - logcount_predictions_loss: 0.3944 65/2390 [..............................] - ETA: 21:55 - loss: 457.0731 - logits_profile_predictions_loss: 451.8672 - logcount_predictions_loss: 0.3944 66/2390 [..............................] - ETA: 21:55 - loss: 457.0643 - logits_profile_predictions_loss: 451.8584 - logcount_predictions_loss: 0.3944 67/2390 [..............................] - ETA: 21:54 - loss: 457.0605 - logits_profile_predictions_loss: 451.8542 - logcount_predictions_loss: 0.3944 68/2390 [..............................] - ETA: 21:54 - loss: 457.0522 - logits_profile_predictions_loss: 451.8452 - logcount_predictions_loss: 0.3945 69/2390 [..............................] - ETA: 21:53 - loss: 457.0402 - logits_profile_predictions_loss: 451.8328 - logcount_predictions_loss: 0.3945 70/2390 [..............................] - ETA: 21:53 - loss: 457.0232 - logits_profile_predictions_loss: 451.8155 - logcount_predictions_loss: 0.3945 71/2390 [..............................] - ETA: 21:52 - loss: 457.0057 - logits_profile_predictions_loss: 451.7975 - logcount_predictions_loss: 0.3946 72/2390 [..............................] - ETA: 21:51 - loss: 456.9762 - logits_profile_predictions_loss: 451.7672 - logcount_predictions_loss: 0.3946 73/2390 [..............................] - ETA: 21:51 - loss: 456.9617 - logits_profile_predictions_loss: 451.7520 - logcount_predictions_loss: 0.3947 74/2390 [..............................] - ETA: 21:50 - loss: 456.9412 - logits_profile_predictions_loss: 451.7310 - logcount_predictions_loss: 0.3947 75/2390 [..............................] - ETA: 21:50 - loss: 456.9084 - logits_profile_predictions_loss: 451.6977 - logcount_predictions_loss: 0.3947 76/2390 [..............................] - ETA: 21:49 - loss: 456.8671 - logits_profile_predictions_loss: 451.6563 - logcount_predictions_loss: 0.3948 77/2390 [..............................] - ETA: 21:49 - loss: 456.8331 - logits_profile_predictions_loss: 451.6223 - logcount_predictions_loss: 0.3948 78/2390 [..............................] - ETA: 21:48 - loss: 456.7969 - 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[>.............................] - ETA: 21:44 - loss: 456.6678 - logits_profile_predictions_loss: 451.4544 - logcount_predictions_loss: 0.3950 86/2390 [>.............................] - ETA: 21:43 - loss: 456.6753 - logits_profile_predictions_loss: 451.4611 - logcount_predictions_loss: 0.3950 87/2390 [>.............................] - ETA: 21:43 - loss: 456.6759 - logits_profile_predictions_loss: 451.4610 - logcount_predictions_loss: 0.3951 88/2390 [>.............................] - ETA: 21:42 - loss: 456.6725 - logits_profile_predictions_loss: 451.4569 - logcount_predictions_loss: 0.3951 89/2390 [>.............................] - ETA: 21:42 - loss: 456.6705 - logits_profile_predictions_loss: 451.4546 - logcount_predictions_loss: 0.3951 90/2390 [>.............................] - ETA: 21:41 - loss: 456.6672 - logits_profile_predictions_loss: 451.4507 - logcount_predictions_loss: 0.3952 91/2390 [>.............................] - ETA: 21:41 - loss: 456.6704 - logits_profile_predictions_loss: 451.4533 - logcount_predictions_loss: 0.3952 92/2390 [>.............................] - ETA: 21:40 - loss: 456.6722 - logits_profile_predictions_loss: 451.4545 - logcount_predictions_loss: 0.3953 93/2390 [>.............................] - ETA: 21:40 - loss: 456.6779 - logits_profile_predictions_loss: 451.4597 - logcount_predictions_loss: 0.3953 94/2390 [>.............................] - ETA: 21:39 - loss: 456.6811 - logits_profile_predictions_loss: 451.4626 - logcount_predictions_loss: 0.3953 95/2390 [>.............................] - ETA: 21:38 - loss: 456.6869 - logits_profile_predictions_loss: 451.4682 - logcount_predictions_loss: 0.3954 96/2390 [>.............................] - ETA: 21:38 - loss: 456.6923 - logits_profile_predictions_loss: 451.4733 - logcount_predictions_loss: 0.3954 97/2390 [>.............................] - ETA: 21:37 - loss: 456.7049 - logits_profile_predictions_loss: 451.4857 - logcount_predictions_loss: 0.3954 98/2390 [>.............................] - ETA: 21:37 - loss: 456.7142 - logits_profile_predictions_loss: 451.4949 - logcount_predictions_loss: 0.3954 99/2390 [>.............................] - ETA: 21:36 - loss: 456.7224 - logits_profile_predictions_loss: 451.5031 - logcount_predictions_loss: 0.3954 100/2390 [>.............................] - ETA: 21:36 - loss: 456.7309 - logits_profile_predictions_loss: 451.5117 - logcount_predictions_loss: 0.3954 101/2390 [>.............................] - ETA: 21:35 - loss: 456.7390 - logits_profile_predictions_loss: 451.5200 - logcount_predictions_loss: 0.3954 102/2390 [>.............................] - ETA: 21:34 - loss: 456.7436 - logits_profile_predictions_loss: 451.5249 - logcount_predictions_loss: 0.3954 103/2390 [>.............................] - ETA: 21:34 - loss: 456.7425 - logits_profile_predictions_loss: 451.5243 - logcount_predictions_loss: 0.3953 104/2390 [>.............................] - ETA: 21:33 - loss: 456.7361 - logits_profile_predictions_loss: 451.5183 - logcount_predictions_loss: 0.3953 105/2390 [>.............................] - ETA: 21:33 - loss: 456.7255 - logits_profile_predictions_loss: 451.5084 - logcount_predictions_loss: 0.3952 106/2390 [>.............................] - ETA: 21:32 - loss: 456.7143 - logits_profile_predictions_loss: 451.4978 - logcount_predictions_loss: 0.3952 107/2390 [>.............................] - ETA: 21:32 - loss: 456.7004 - logits_profile_predictions_loss: 451.4845 - logcount_predictions_loss: 0.3951 108/2390 [>.............................] - ETA: 21:31 - loss: 456.6852 - logits_profile_predictions_loss: 451.4701 - logcount_predictions_loss: 0.3951 109/2390 [>.............................] - ETA: 21:30 - loss: 456.6682 - logits_profile_predictions_loss: 451.4538 - logcount_predictions_loss: 0.3950 110/2390 [>.............................] - ETA: 21:30 - loss: 456.6497 - logits_profile_predictions_loss: 451.4359 - logcount_predictions_loss: 0.3950 111/2390 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loss: 454.3941 - logits_profile_predictions_loss: 449.5672 - logcount_predictions_loss: 0.3657 2388/2390 [============================>.] - ETA: 1s - loss: 454.3936 - logits_profile_predictions_loss: 449.5668 - logcount_predictions_loss: 0.3657 2389/2390 [============================>.] - ETA: 0s - loss: 454.3932 - logits_profile_predictions_loss: 449.5665 - logcount_predictions_loss: 0.3657 2390/2390 [==============================] - ETA: 0s - loss: 454.3927 - logits_profile_predictions_loss: 449.5661 - logcount_predictions_loss: 0.3657 2390/2390 [==============================] - 1414s 592ms/step - loss: 454.3922 - logits_profile_predictions_loss: 449.5657 - logcount_predictions_loss: 0.3656 - val_loss: 523.5918 - val_logits_profile_predictions_loss: 518.9230 - val_logcount_predictions_loss: 0.3537 + +Epoch 00002: val_loss improved from 529.57611 to 523.59180, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 +Epoch 3/50 + 1/2390 [..............................] - ETA: 23:00 - loss: 418.0752 - logits_profile_predictions_loss: 413.6049 - logcount_predictions_loss: 0.3387 2/2390 [..............................] - ETA: 22:29 - loss: 417.3673 - logits_profile_predictions_loss: 413.0505 - logcount_predictions_loss: 0.3270 3/2390 [..............................] - ETA: 22:28 - loss: 425.9595 - logits_profile_predictions_loss: 421.7531 - logcount_predictions_loss: 0.3187 4/2390 [..............................] - ETA: 22:28 - loss: 430.9005 - logits_profile_predictions_loss: 426.6893 - logcount_predictions_loss: 0.3190 5/2390 [..............................] - ETA: 22:27 - loss: 433.5317 - logits_profile_predictions_loss: 429.3041 - logcount_predictions_loss: 0.3203 6/2390 [..............................] - ETA: 22:27 - loss: 435.6865 - logits_profile_predictions_loss: 431.4134 - logcount_predictions_loss: 0.3237 7/2390 [..............................] - ETA: 22:26 - loss: 435.9309 - logits_profile_predictions_loss: 431.6473 - logcount_predictions_loss: 0.3245 8/2390 [..............................] - ETA: 22:25 - loss: 437.3242 - logits_profile_predictions_loss: 433.0180 - logcount_predictions_loss: 0.3262 9/2390 [..............................] - ETA: 22:25 - loss: 439.5303 - logits_profile_predictions_loss: 435.1924 - logcount_predictions_loss: 0.3286 10/2390 [..............................] - ETA: 22:24 - loss: 440.8499 - logits_profile_predictions_loss: 436.4851 - logcount_predictions_loss: 0.3307 11/2390 [..............................] - ETA: 22:24 - loss: 441.4510 - logits_profile_predictions_loss: 437.0527 - logcount_predictions_loss: 0.3332 12/2390 [..............................] - ETA: 22:23 - loss: 441.9093 - logits_profile_predictions_loss: 437.4853 - logcount_predictions_loss: 0.3351 13/2390 [..............................] - ETA: 22:22 - loss: 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logits_profile_predictions_loss: 442.6150 - logcount_predictions_loss: 0.3436 27/2390 [..............................] - ETA: 22:15 - loss: 447.2617 - logits_profile_predictions_loss: 442.7264 - logcount_predictions_loss: 0.3436 28/2390 [..............................] - ETA: 22:14 - loss: 447.4584 - logits_profile_predictions_loss: 442.9239 - logcount_predictions_loss: 0.3435 29/2390 [..............................] - ETA: 22:13 - loss: 447.6319 - logits_profile_predictions_loss: 443.0979 - logcount_predictions_loss: 0.3435 30/2390 [..............................] - ETA: 22:13 - loss: 447.8141 - logits_profile_predictions_loss: 443.2817 - logcount_predictions_loss: 0.3434 31/2390 [..............................] - ETA: 22:12 - loss: 447.9857 - logits_profile_predictions_loss: 443.4539 - logcount_predictions_loss: 0.3433 32/2390 [..............................] - ETA: 22:12 - loss: 448.1461 - logits_profile_predictions_loss: 443.6149 - logcount_predictions_loss: 0.3433 33/2390 [..............................] - ETA: 22:11 - loss: 448.2657 - logits_profile_predictions_loss: 443.7352 - logcount_predictions_loss: 0.3432 34/2390 [..............................] - ETA: 22:11 - loss: 448.3257 - logits_profile_predictions_loss: 443.7961 - logcount_predictions_loss: 0.3432 35/2390 [..............................] - ETA: 22:10 - loss: 448.4289 - logits_profile_predictions_loss: 443.9002 - logcount_predictions_loss: 0.3431 36/2390 [..............................] - ETA: 22:09 - loss: 448.4705 - logits_profile_predictions_loss: 443.9441 - logcount_predictions_loss: 0.3429 37/2390 [..............................] - ETA: 22:09 - loss: 448.5705 - logits_profile_predictions_loss: 444.0463 - logcount_predictions_loss: 0.3427 38/2390 [..............................] - ETA: 22:08 - loss: 448.6986 - logits_profile_predictions_loss: 444.1765 - logcount_predictions_loss: 0.3426 39/2390 [..............................] - ETA: 22:08 - loss: 448.8348 - logits_profile_predictions_loss: 444.3148 - logcount_predictions_loss: 0.3424 40/2390 [..............................] - ETA: 22:07 - loss: 448.9751 - logits_profile_predictions_loss: 444.4561 - logcount_predictions_loss: 0.3424 41/2390 [..............................] - ETA: 22:07 - loss: 449.1262 - logits_profile_predictions_loss: 444.6072 - logcount_predictions_loss: 0.3424 42/2390 [..............................] - ETA: 22:07 - loss: 449.2458 - logits_profile_predictions_loss: 444.7277 - logcount_predictions_loss: 0.3423 43/2390 [..............................] - ETA: 22:06 - loss: 449.3491 - logits_profile_predictions_loss: 444.8316 - logcount_predictions_loss: 0.3422 44/2390 [..............................] - ETA: 22:06 - loss: 449.4275 - logits_profile_predictions_loss: 444.9104 - logcount_predictions_loss: 0.3422 45/2390 [..............................] - ETA: 22:05 - loss: 449.4736 - logits_profile_predictions_loss: 444.9575 - logcount_predictions_loss: 0.3421 46/2390 [..............................] - ETA: 22:05 - loss: 449.5045 - logits_profile_predictions_loss: 444.9896 - logcount_predictions_loss: 0.3420 47/2390 [..............................] - ETA: 22:04 - loss: 449.5351 - logits_profile_predictions_loss: 445.0216 - logcount_predictions_loss: 0.3419 48/2390 [..............................] - ETA: 22:04 - loss: 449.5806 - logits_profile_predictions_loss: 445.0688 - logcount_predictions_loss: 0.3418 49/2390 [..............................] - ETA: 22:03 - loss: 449.6509 - logits_profile_predictions_loss: 445.1403 - logcount_predictions_loss: 0.3417 50/2390 [..............................] - ETA: 22:02 - loss: 449.7525 - logits_profile_predictions_loss: 445.2430 - logcount_predictions_loss: 0.3416 51/2390 [..............................] - ETA: 22:02 - loss: 449.8514 - logits_profile_predictions_loss: 445.3424 - logcount_predictions_loss: 0.3416 52/2390 [..............................] - ETA: 22:01 - loss: 449.9693 - 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[..............................] - ETA: 21:57 - loss: 450.6203 - logits_profile_predictions_loss: 446.1156 - logcount_predictions_loss: 0.3413 60/2390 [..............................] - ETA: 21:57 - loss: 450.6924 - logits_profile_predictions_loss: 446.1886 - logcount_predictions_loss: 0.3412 61/2390 [..............................] - ETA: 21:56 - loss: 450.7557 - logits_profile_predictions_loss: 446.2531 - logcount_predictions_loss: 0.3411 62/2390 [..............................] - ETA: 21:55 - loss: 450.8238 - logits_profile_predictions_loss: 446.3221 - logcount_predictions_loss: 0.3410 63/2390 [..............................] - ETA: 21:55 - loss: 450.8965 - logits_profile_predictions_loss: 446.3958 - logcount_predictions_loss: 0.3410 64/2390 [..............................] - ETA: 21:54 - loss: 450.9693 - logits_profile_predictions_loss: 446.4692 - logcount_predictions_loss: 0.3409 65/2390 [..............................] - ETA: 21:54 - loss: 451.0423 - 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[..............................] - ETA: 21:50 - loss: 451.4736 - logits_profile_predictions_loss: 446.9802 - logcount_predictions_loss: 0.3404 73/2390 [..............................] - ETA: 21:49 - loss: 451.5261 - logits_profile_predictions_loss: 447.0337 - logcount_predictions_loss: 0.3403 74/2390 [..............................] - ETA: 21:49 - loss: 451.5726 - logits_profile_predictions_loss: 447.0813 - logcount_predictions_loss: 0.3402 75/2390 [..............................] - ETA: 21:48 - loss: 451.6129 - logits_profile_predictions_loss: 447.1228 - logcount_predictions_loss: 0.3402 76/2390 [..............................] - ETA: 21:48 - loss: 451.6495 - logits_profile_predictions_loss: 447.1607 - logcount_predictions_loss: 0.3401 77/2390 [..............................] - ETA: 21:47 - loss: 451.6938 - logits_profile_predictions_loss: 447.2063 - logcount_predictions_loss: 0.3400 78/2390 [..............................] - ETA: 21:46 - loss: 451.7313 - 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[====>.........................] - ETA: 18:05 - loss: 450.1310 - logits_profile_predictions_loss: 445.7478 - logcount_predictions_loss: 0.3321 464/2390 [====>.........................] - ETA: 18:05 - loss: 450.1248 - logits_profile_predictions_loss: 445.7417 - logcount_predictions_loss: 0.3320 465/2390 [====>.........................] - ETA: 18:04 - loss: 450.1187 - logits_profile_predictions_loss: 445.7357 - logcount_predictions_loss: 0.3320 466/2390 [====>.........................] - ETA: 18:04 - loss: 450.1128 - logits_profile_predictions_loss: 445.7299 - logcount_predictions_loss: 0.3320 467/2390 [====>.........................] - ETA: 18:03 - loss: 450.1070 - logits_profile_predictions_loss: 445.7242 - logcount_predictions_loss: 0.3320 468/2390 [====>.........................] - ETA: 18:02 - loss: 450.1014 - logits_profile_predictions_loss: 445.7187 - logcount_predictions_loss: 0.3320 469/2390 [====>.........................] - ETA: 18:02 - loss: 450.0957 - logits_profile_predictions_loss: 445.7132 - logcount_predictions_loss: 0.3320 470/2390 [====>.........................] - ETA: 18:01 - loss: 450.0898 - logits_profile_predictions_loss: 445.7073 - logcount_predictions_loss: 0.3320 471/2390 [====>.........................] - ETA: 18:01 - loss: 450.0841 - logits_profile_predictions_loss: 445.7017 - logcount_predictions_loss: 0.3320 472/2390 [====>.........................] - ETA: 18:00 - loss: 450.0783 - logits_profile_predictions_loss: 445.6961 - logcount_predictions_loss: 0.3320 473/2390 [====>.........................] - ETA: 18:00 - loss: 450.0725 - logits_profile_predictions_loss: 445.6903 - logcount_predictions_loss: 0.3320 474/2390 [====>.........................] - ETA: 17:59 - loss: 450.0663 - logits_profile_predictions_loss: 445.6843 - logcount_predictions_loss: 0.3320 475/2390 [====>.........................] - ETA: 17:58 - loss: 450.0601 - logits_profile_predictions_loss: 445.6781 - logcount_predictions_loss: 0.3320 476/2390 [====>.........................] - ETA: 17:58 - loss: 450.0539 - logits_profile_predictions_loss: 445.6721 - logcount_predictions_loss: 0.3319 477/2390 [====>.........................] - ETA: 17:57 - loss: 450.0476 - logits_profile_predictions_loss: 445.6659 - logcount_predictions_loss: 0.3319 478/2390 [=====>........................] - ETA: 17:57 - loss: 450.0413 - logits_profile_predictions_loss: 445.6597 - logcount_predictions_loss: 0.3319 479/2390 [=====>........................] - ETA: 17:56 - loss: 450.0353 - logits_profile_predictions_loss: 445.6538 - logcount_predictions_loss: 0.3319 480/2390 [=====>........................] - ETA: 17:56 - loss: 450.0294 - logits_profile_predictions_loss: 445.6480 - logcount_predictions_loss: 0.3319 481/2390 [=====>........................] - ETA: 17:55 - loss: 450.0234 - logits_profile_predictions_loss: 445.6421 - logcount_predictions_loss: 0.3319 482/2390 [=====>........................] - ETA: 17:55 - loss: 450.0171 - 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/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 +Epoch 4/50 + 1/2390 [..............................] - ETA: 23:19 - loss: 427.2544 - logits_profile_predictions_loss: 422.6238 - logcount_predictions_loss: 0.3508 2/2390 [..............................] - ETA: 22:31 - loss: 440.9167 - logits_profile_predictions_loss: 436.6984 - logcount_predictions_loss: 0.3196 3/2390 [..............................] - ETA: 22:30 - loss: 447.9715 - logits_profile_predictions_loss: 443.8562 - logcount_predictions_loss: 0.3118 4/2390 [..............................] - ETA: 22:29 - loss: 449.4021 - logits_profile_predictions_loss: 445.3718 - logcount_predictions_loss: 0.3053 5/2390 [..............................] - ETA: 22:28 - loss: 450.0153 - logits_profile_predictions_loss: 446.0617 - logcount_predictions_loss: 0.2995 6/2390 [..............................] - ETA: 22:28 - loss: 449.0514 - logits_profile_predictions_loss: 445.1611 - logcount_predictions_loss: 0.2947 7/2390 [..............................] - ETA: 22:28 - loss: 448.0969 - logits_profile_predictions_loss: 444.2668 - logcount_predictions_loss: 0.2902 8/2390 [..............................] - ETA: 22:27 - loss: 447.9546 - logits_profile_predictions_loss: 444.1562 - logcount_predictions_loss: 0.2878 9/2390 [..............................] - ETA: 22:26 - loss: 448.3229 - logits_profile_predictions_loss: 444.5525 - logcount_predictions_loss: 0.2856 10/2390 [..............................] - ETA: 22:26 - loss: 448.4159 - logits_profile_predictions_loss: 444.6616 - logcount_predictions_loss: 0.2844 11/2390 [..............................] - ETA: 22:25 - loss: 448.4150 - logits_profile_predictions_loss: 444.6763 - logcount_predictions_loss: 0.2832 12/2390 [..............................] - ETA: 22:24 - loss: 448.5826 - logits_profile_predictions_loss: 444.8405 - logcount_predictions_loss: 0.2835 13/2390 [..............................] - ETA: 22:23 - loss: 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[..............................] - ETA: 22:10 - loss: 449.9497 - logits_profile_predictions_loss: 446.1214 - logcount_predictions_loss: 0.2900 34/2390 [..............................] - ETA: 22:10 - loss: 449.9373 - logits_profile_predictions_loss: 446.1034 - logcount_predictions_loss: 0.2904 35/2390 [..............................] - ETA: 22:09 - loss: 449.8832 - logits_profile_predictions_loss: 446.0441 - logcount_predictions_loss: 0.2908 36/2390 [..............................] - ETA: 22:09 - loss: 449.8532 - logits_profile_predictions_loss: 446.0100 - logcount_predictions_loss: 0.2912 37/2390 [..............................] - ETA: 22:08 - loss: 449.8122 - logits_profile_predictions_loss: 445.9647 - logcount_predictions_loss: 0.2915 38/2390 [..............................] - ETA: 22:07 - loss: 449.8465 - logits_profile_predictions_loss: 445.9942 - logcount_predictions_loss: 0.2918 39/2390 [..............................] - ETA: 22:07 - loss: 449.8608 - 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[..............................] - ETA: 22:03 - loss: 449.9532 - logits_profile_predictions_loss: 446.0741 - logcount_predictions_loss: 0.2939 47/2390 [..............................] - ETA: 22:02 - loss: 449.9191 - logits_profile_predictions_loss: 446.0369 - logcount_predictions_loss: 0.2941 48/2390 [..............................] - ETA: 22:01 - loss: 449.8857 - logits_profile_predictions_loss: 446.0006 - logcount_predictions_loss: 0.2943 49/2390 [..............................] - ETA: 22:01 - loss: 449.8550 - logits_profile_predictions_loss: 445.9665 - logcount_predictions_loss: 0.2946 50/2390 [..............................] - ETA: 22:00 - loss: 449.8316 - logits_profile_predictions_loss: 445.9406 - logcount_predictions_loss: 0.2948 51/2390 [..............................] - ETA: 22:00 - loss: 449.7859 - logits_profile_predictions_loss: 445.8921 - logcount_predictions_loss: 0.2950 52/2390 [..............................] - ETA: 21:59 - loss: 449.7318 - 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loss: 444.9303 - logits_profile_predictions_loss: 440.9256 - logcount_predictions_loss: 0.3034 2388/2390 [============================>.] - ETA: 1s - loss: 444.9303 - logits_profile_predictions_loss: 440.9257 - logcount_predictions_loss: 0.3034 2389/2390 [============================>.] - ETA: 0s - loss: 444.9303 - logits_profile_predictions_loss: 440.9258 - logcount_predictions_loss: 0.3034 2390/2390 [==============================] - ETA: 0s - loss: 444.9303 - logits_profile_predictions_loss: 440.9258 - logcount_predictions_loss: 0.3034 2390/2390 [==============================] - 1411s 590ms/step - loss: 444.9303 - logits_profile_predictions_loss: 440.9259 - logcount_predictions_loss: 0.3034 - val_loss: 517.3851 - val_logits_profile_predictions_loss: 512.8968 - val_logcount_predictions_loss: 0.3400 + +Epoch 00004: val_loss improved from 520.29980 to 517.38513, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 +Epoch 5/50 + 1/2390 [..............................] - ETA: 23:15 - loss: 467.1578 - logits_profile_predictions_loss: 463.1996 - logcount_predictions_loss: 0.2999 2/2390 [..............................] - ETA: 22:29 - loss: 450.3582 - logits_profile_predictions_loss: 446.3060 - logcount_predictions_loss: 0.3070 3/2390 [..............................] - ETA: 22:29 - loss: 448.8600 - logits_profile_predictions_loss: 444.7658 - logcount_predictions_loss: 0.3102 4/2390 [..............................] - ETA: 22:29 - loss: 448.9552 - logits_profile_predictions_loss: 444.8379 - logcount_predictions_loss: 0.3119 5/2390 [..............................] - ETA: 22:29 - loss: 446.4851 - logits_profile_predictions_loss: 442.3987 - logcount_predictions_loss: 0.3096 6/2390 [..............................] - ETA: 22:28 - loss: 446.1855 - logits_profile_predictions_loss: 442.1232 - logcount_predictions_loss: 0.3078 7/2390 [..............................] - ETA: 22:27 - loss: 446.4526 - logits_profile_predictions_loss: 442.4296 - logcount_predictions_loss: 0.3048 8/2390 [..............................] - ETA: 22:27 - loss: 446.0906 - logits_profile_predictions_loss: 442.1073 - logcount_predictions_loss: 0.3018 9/2390 [..............................] - ETA: 22:26 - loss: 445.6487 - logits_profile_predictions_loss: 441.7041 - logcount_predictions_loss: 0.2988 10/2390 [..............................] - ETA: 22:25 - loss: 445.7402 - logits_profile_predictions_loss: 441.8187 - logcount_predictions_loss: 0.2971 11/2390 [..............................] - ETA: 22:24 - loss: 445.7978 - logits_profile_predictions_loss: 441.8935 - logcount_predictions_loss: 0.2958 12/2390 [..............................] - ETA: 22:24 - loss: 446.1828 - logits_profile_predictions_loss: 442.2894 - logcount_predictions_loss: 0.2950 13/2390 [..............................] - ETA: 22:23 - loss: 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logits_profile_predictions_loss: 441.0661 - logcount_predictions_loss: 0.2868 340/2390 [===>..........................] - ETA: 19:14 - loss: 444.8456 - logits_profile_predictions_loss: 441.0592 - logcount_predictions_loss: 0.2868 341/2390 [===>..........................] - ETA: 19:13 - loss: 444.8390 - logits_profile_predictions_loss: 441.0526 - logcount_predictions_loss: 0.2868 342/2390 [===>..........................] - ETA: 19:13 - loss: 444.8322 - logits_profile_predictions_loss: 441.0458 - logcount_predictions_loss: 0.2868 343/2390 [===>..........................] - ETA: 19:12 - loss: 444.8253 - logits_profile_predictions_loss: 441.0390 - logcount_predictions_loss: 0.2868 344/2390 [===>..........................] - ETA: 19:12 - loss: 444.8185 - logits_profile_predictions_loss: 441.0321 - logcount_predictions_loss: 0.2868 345/2390 [===>..........................] - ETA: 19:11 - loss: 444.8116 - logits_profile_predictions_loss: 441.0252 - logcount_predictions_loss: 0.2868 346/2390 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logits_profile_predictions_loss: 440.7651 - logcount_predictions_loss: 0.2869 405/2390 [====>.........................] - ETA: 18:38 - loss: 444.5494 - logits_profile_predictions_loss: 440.7622 - logcount_predictions_loss: 0.2869 406/2390 [====>.........................] - ETA: 18:37 - loss: 444.5468 - logits_profile_predictions_loss: 440.7597 - logcount_predictions_loss: 0.2869 407/2390 [====>.........................] - ETA: 18:37 - loss: 444.5441 - logits_profile_predictions_loss: 440.7570 - logcount_predictions_loss: 0.2869 408/2390 [====>.........................] - ETA: 18:36 - loss: 444.5409 - logits_profile_predictions_loss: 440.7538 - logcount_predictions_loss: 0.2869 409/2390 [====>.........................] - ETA: 18:36 - loss: 444.5375 - logits_profile_predictions_loss: 440.7504 - logcount_predictions_loss: 0.2869 410/2390 [====>.........................] - ETA: 18:35 - loss: 444.5338 - logits_profile_predictions_loss: 440.7467 - logcount_predictions_loss: 0.2869 411/2390 [====>.........................] - ETA: 18:35 - loss: 444.5300 - logits_profile_predictions_loss: 440.7428 - logcount_predictions_loss: 0.2869 412/2390 [====>.........................] - ETA: 18:34 - loss: 444.5263 - logits_profile_predictions_loss: 440.7392 - logcount_predictions_loss: 0.2869 413/2390 [====>.........................] - ETA: 18:33 - loss: 444.5228 - logits_profile_predictions_loss: 440.7356 - logcount_predictions_loss: 0.2869 414/2390 [====>.........................] - ETA: 18:33 - loss: 444.5194 - logits_profile_predictions_loss: 440.7322 - logcount_predictions_loss: 0.2869 415/2390 [====>.........................] - ETA: 18:32 - loss: 444.5161 - logits_profile_predictions_loss: 440.7289 - logcount_predictions_loss: 0.2869 416/2390 [====>.........................] - ETA: 18:32 - loss: 444.5130 - logits_profile_predictions_loss: 440.7259 - logcount_predictions_loss: 0.2869 417/2390 [====>.........................] - ETA: 18:31 - loss: 444.5100 - logits_profile_predictions_loss: 440.7228 - logcount_predictions_loss: 0.2869 418/2390 [====>.........................] - ETA: 18:31 - loss: 444.5069 - logits_profile_predictions_loss: 440.7197 - logcount_predictions_loss: 0.2869 419/2390 [====>.........................] - ETA: 18:30 - loss: 444.5035 - logits_profile_predictions_loss: 440.7163 - logcount_predictions_loss: 0.2869 420/2390 [====>.........................] - ETA: 18:30 - loss: 444.5000 - logits_profile_predictions_loss: 440.7128 - logcount_predictions_loss: 0.2869 421/2390 [====>.........................] - ETA: 18:29 - loss: 444.4965 - logits_profile_predictions_loss: 440.7092 - logcount_predictions_loss: 0.2869 422/2390 [====>.........................] - ETA: 18:28 - loss: 444.4928 - logits_profile_predictions_loss: 440.7055 - logcount_predictions_loss: 0.2869 423/2390 [====>.........................] - ETA: 18:28 - loss: 444.4890 - logits_profile_predictions_loss: 440.7017 - logcount_predictions_loss: 0.2869 424/2390 [====>.........................] - ETA: 18:27 - loss: 444.4852 - logits_profile_predictions_loss: 440.6979 - logcount_predictions_loss: 0.2869 425/2390 [====>.........................] - ETA: 18:27 - loss: 444.4816 - logits_profile_predictions_loss: 440.6943 - logcount_predictions_loss: 0.2869 426/2390 [====>.........................] - ETA: 18:26 - loss: 444.4782 - logits_profile_predictions_loss: 440.6909 - logcount_predictions_loss: 0.2869 427/2390 [====>.........................] - ETA: 18:26 - loss: 444.4750 - logits_profile_predictions_loss: 440.6876 - logcount_predictions_loss: 0.2869 428/2390 [====>.........................] - ETA: 18:25 - loss: 444.4716 - logits_profile_predictions_loss: 440.6843 - logcount_predictions_loss: 0.2869 429/2390 [====>.........................] - ETA: 18:25 - loss: 444.4686 - logits_profile_predictions_loss: 440.6813 - logcount_predictions_loss: 0.2869 430/2390 [====>.........................] - ETA: 18:24 - loss: 444.4654 - logits_profile_predictions_loss: 440.6780 - logcount_predictions_loss: 0.2869 431/2390 [====>.........................] - ETA: 18:23 - loss: 444.4617 - logits_profile_predictions_loss: 440.6743 - logcount_predictions_loss: 0.2869 432/2390 [====>.........................] - ETA: 18:23 - loss: 444.4578 - logits_profile_predictions_loss: 440.6704 - logcount_predictions_loss: 0.2869 433/2390 [====>.........................] - ETA: 18:22 - loss: 444.4538 - logits_profile_predictions_loss: 440.6663 - logcount_predictions_loss: 0.2869 434/2390 [====>.........................] - ETA: 18:22 - loss: 444.4501 - logits_profile_predictions_loss: 440.6627 - logcount_predictions_loss: 0.2869 435/2390 [====>.........................] - ETA: 18:21 - loss: 444.4465 - logits_profile_predictions_loss: 440.6591 - logcount_predictions_loss: 0.2869 436/2390 [====>.........................] - ETA: 18:21 - loss: 444.4429 - logits_profile_predictions_loss: 440.6555 - logcount_predictions_loss: 0.2869 437/2390 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loss: 442.8777 - logits_profile_predictions_loss: 439.1375 - logcount_predictions_loss: 0.2833 2388/2390 [============================>.] - ETA: 1s - loss: 442.8777 - logits_profile_predictions_loss: 439.1376 - logcount_predictions_loss: 0.2833 2389/2390 [============================>.] - ETA: 0s - loss: 442.8777 - logits_profile_predictions_loss: 439.1376 - logcount_predictions_loss: 0.2833 2390/2390 [==============================] - ETA: 0s - loss: 442.8778 - logits_profile_predictions_loss: 439.1377 - logcount_predictions_loss: 0.2833 2390/2390 [==============================] - 1411s 590ms/step - loss: 442.8778 - logits_profile_predictions_loss: 439.1377 - logcount_predictions_loss: 0.2833 - val_loss: 517.8838 - val_logits_profile_predictions_loss: 514.3277 - val_logcount_predictions_loss: 0.2694 + +Epoch 00005: val_loss did not improve from 517.38513 +Epoch 6/50 + 1/2390 [..............................] - ETA: 23:19 - loss: 473.9469 - logits_profile_predictions_loss: 470.6639 - logcount_predictions_loss: 0.2487 2/2390 [..............................] - ETA: 22:29 - loss: 447.6684 - logits_profile_predictions_loss: 444.2340 - logcount_predictions_loss: 0.2602 3/2390 [..............................] - ETA: 22:51 - loss: 443.8051 - logits_profile_predictions_loss: 440.4886 - logcount_predictions_loss: 0.2512 4/2390 [..............................] - ETA: 22:44 - loss: 442.2287 - logits_profile_predictions_loss: 438.9041 - logcount_predictions_loss: 0.2519 5/2390 [..............................] - ETA: 22:40 - loss: 440.9713 - logits_profile_predictions_loss: 437.6174 - logcount_predictions_loss: 0.2541 6/2390 [..............................] - ETA: 22:37 - loss: 440.5278 - logits_profile_predictions_loss: 437.1861 - logcount_predictions_loss: 0.2532 7/2390 [..............................] - ETA: 22:35 - loss: 440.3479 - logits_profile_predictions_loss: 437.0324 - logcount_predictions_loss: 0.2512 8/2390 [..............................] - ETA: 22:33 - loss: 440.5421 - logits_profile_predictions_loss: 437.2296 - logcount_predictions_loss: 0.2509 9/2390 [..............................] - ETA: 22:32 - loss: 440.4105 - logits_profile_predictions_loss: 437.1009 - logcount_predictions_loss: 0.2507 10/2390 [..............................] - ETA: 22:31 - loss: 440.0469 - logits_profile_predictions_loss: 436.7503 - logcount_predictions_loss: 0.2497 11/2390 [..............................] - ETA: 22:30 - loss: 439.4302 - logits_profile_predictions_loss: 436.1392 - logcount_predictions_loss: 0.2493 12/2390 [..............................] - ETA: 22:29 - loss: 439.2744 - logits_profile_predictions_loss: 435.9842 - logcount_predictions_loss: 0.2493 13/2390 [..............................] - ETA: 22:28 - loss: 439.2213 - logits_profile_predictions_loss: 435.9326 - logcount_predictions_loss: 0.2491 14/2390 [..............................] - ETA: 22:27 - loss: 439.2603 - logits_profile_predictions_loss: 435.9689 - logcount_predictions_loss: 0.2493 15/2390 [..............................] - ETA: 22:27 - loss: 439.3764 - logits_profile_predictions_loss: 436.0800 - logcount_predictions_loss: 0.2497 16/2390 [..............................] - ETA: 22:26 - loss: 439.2004 - logits_profile_predictions_loss: 435.8991 - logcount_predictions_loss: 0.2501 17/2390 [..............................] - ETA: 22:25 - loss: 438.8552 - logits_profile_predictions_loss: 435.5496 - logcount_predictions_loss: 0.2504 18/2390 [..............................] - ETA: 22:24 - loss: 438.3966 - logits_profile_predictions_loss: 435.0911 - logcount_predictions_loss: 0.2504 19/2390 [..............................] - ETA: 22:23 - loss: 437.9819 - logits_profile_predictions_loss: 434.6759 - logcount_predictions_loss: 0.2505 20/2390 [..............................] - ETA: 22:23 - loss: 437.6486 - logits_profile_predictions_loss: 434.3367 - logcount_predictions_loss: 0.2509 21/2390 [..............................] - ETA: 22:22 - loss: 437.2520 - logits_profile_predictions_loss: 433.9366 - logcount_predictions_loss: 0.2512 22/2390 [..............................] - ETA: 22:21 - loss: 436.9300 - logits_profile_predictions_loss: 433.6105 - logcount_predictions_loss: 0.2515 23/2390 [..............................] - ETA: 22:21 - loss: 436.5863 - logits_profile_predictions_loss: 433.2618 - logcount_predictions_loss: 0.2519 24/2390 [..............................] - ETA: 22:20 - loss: 436.3165 - logits_profile_predictions_loss: 432.9875 - logcount_predictions_loss: 0.2522 25/2390 [..............................] - ETA: 22:19 - loss: 436.1754 - logits_profile_predictions_loss: 432.8426 - logcount_predictions_loss: 0.2525 26/2390 [..............................] - ETA: 22:19 - loss: 436.1270 - logits_profile_predictions_loss: 432.7920 - logcount_predictions_loss: 0.2527 27/2390 [..............................] - ETA: 22:18 - loss: 436.0296 - logits_profile_predictions_loss: 432.6932 - logcount_predictions_loss: 0.2528 28/2390 [..............................] - ETA: 22:18 - loss: 435.9946 - logits_profile_predictions_loss: 432.6558 - logcount_predictions_loss: 0.2529 29/2390 [..............................] - ETA: 22:17 - loss: 435.9490 - logits_profile_predictions_loss: 432.6079 - logcount_predictions_loss: 0.2531 30/2390 [..............................] - ETA: 22:16 - loss: 435.8808 - logits_profile_predictions_loss: 432.5368 - logcount_predictions_loss: 0.2533 31/2390 [..............................] - ETA: 22:16 - loss: 435.9209 - logits_profile_predictions_loss: 432.5745 - logcount_predictions_loss: 0.2535 32/2390 [..............................] - ETA: 22:15 - loss: 435.9937 - logits_profile_predictions_loss: 432.6459 - logcount_predictions_loss: 0.2536 33/2390 [..............................] - ETA: 22:15 - loss: 436.0786 - logits_profile_predictions_loss: 432.7295 - logcount_predictions_loss: 0.2537 34/2390 [..............................] - ETA: 22:14 - loss: 436.1310 - logits_profile_predictions_loss: 432.7800 - logcount_predictions_loss: 0.2539 35/2390 [..............................] - ETA: 22:14 - loss: 436.1913 - logits_profile_predictions_loss: 432.8396 - logcount_predictions_loss: 0.2539 36/2390 [..............................] - ETA: 22:13 - loss: 436.2440 - logits_profile_predictions_loss: 432.8915 - logcount_predictions_loss: 0.2540 37/2390 [..............................] - ETA: 22:12 - loss: 436.3165 - logits_profile_predictions_loss: 432.9633 - logcount_predictions_loss: 0.2540 38/2390 [..............................] - ETA: 22:12 - loss: 436.4036 - logits_profile_predictions_loss: 433.0489 - logcount_predictions_loss: 0.2541 39/2390 [..............................] - ETA: 22:11 - loss: 436.4755 - logits_profile_predictions_loss: 433.1198 - logcount_predictions_loss: 0.2542 40/2390 [..............................] - ETA: 22:11 - loss: 436.5116 - logits_profile_predictions_loss: 433.1547 - logcount_predictions_loss: 0.2543 41/2390 [..............................] - ETA: 22:10 - loss: 436.5513 - logits_profile_predictions_loss: 433.1933 - logcount_predictions_loss: 0.2544 42/2390 [..............................] - ETA: 22:10 - loss: 436.5822 - logits_profile_predictions_loss: 433.2230 - logcount_predictions_loss: 0.2545 43/2390 [..............................] - ETA: 22:09 - loss: 436.5764 - logits_profile_predictions_loss: 433.2165 - logcount_predictions_loss: 0.2545 44/2390 [..............................] - ETA: 22:08 - loss: 436.5687 - logits_profile_predictions_loss: 433.2085 - logcount_predictions_loss: 0.2546 45/2390 [..............................] - ETA: 22:08 - loss: 436.5211 - logits_profile_predictions_loss: 433.1606 - logcount_predictions_loss: 0.2546 46/2390 [..............................] - ETA: 22:07 - loss: 436.4702 - logits_profile_predictions_loss: 433.1097 - logcount_predictions_loss: 0.2546 47/2390 [..............................] - ETA: 22:07 - loss: 436.4279 - logits_profile_predictions_loss: 433.0678 - logcount_predictions_loss: 0.2546 48/2390 [..............................] - ETA: 22:06 - loss: 436.3798 - logits_profile_predictions_loss: 433.0203 - logcount_predictions_loss: 0.2545 49/2390 [..............................] - ETA: 22:06 - loss: 436.3397 - logits_profile_predictions_loss: 432.9806 - logcount_predictions_loss: 0.2545 50/2390 [..............................] - ETA: 22:05 - loss: 436.2983 - logits_profile_predictions_loss: 432.9393 - logcount_predictions_loss: 0.2545 51/2390 [..............................] - ETA: 22:04 - loss: 436.2647 - logits_profile_predictions_loss: 432.9059 - logcount_predictions_loss: 0.2545 52/2390 [..............................] - ETA: 22:04 - loss: 436.2366 - logits_profile_predictions_loss: 432.8778 - logcount_predictions_loss: 0.2545 53/2390 [..............................] - ETA: 22:03 - loss: 436.2240 - logits_profile_predictions_loss: 432.8653 - logcount_predictions_loss: 0.2544 54/2390 [..............................] - ETA: 22:03 - loss: 436.2106 - logits_profile_predictions_loss: 432.8520 - logcount_predictions_loss: 0.2544 55/2390 [..............................] - ETA: 22:02 - loss: 436.1964 - logits_profile_predictions_loss: 432.8383 - logcount_predictions_loss: 0.2544 56/2390 [..............................] - ETA: 22:02 - loss: 436.1910 - logits_profile_predictions_loss: 432.8332 - logcount_predictions_loss: 0.2544 57/2390 [..............................] - ETA: 22:01 - loss: 436.1973 - logits_profile_predictions_loss: 432.8397 - logcount_predictions_loss: 0.2544 58/2390 [..............................] - ETA: 22:01 - loss: 436.2072 - logits_profile_predictions_loss: 432.8495 - logcount_predictions_loss: 0.2544 59/2390 [..............................] - ETA: 22:00 - loss: 436.2255 - logits_profile_predictions_loss: 432.8677 - logcount_predictions_loss: 0.2544 60/2390 [..............................] - ETA: 21:59 - loss: 436.2379 - logits_profile_predictions_loss: 432.8803 - logcount_predictions_loss: 0.2544 61/2390 [..............................] - ETA: 21:59 - loss: 436.2572 - logits_profile_predictions_loss: 432.9001 - logcount_predictions_loss: 0.2543 62/2390 [..............................] - ETA: 21:58 - loss: 436.2636 - logits_profile_predictions_loss: 432.9067 - logcount_predictions_loss: 0.2543 63/2390 [..............................] - ETA: 21:58 - loss: 436.2602 - logits_profile_predictions_loss: 432.9038 - logcount_predictions_loss: 0.2543 64/2390 [..............................] - ETA: 21:57 - loss: 436.2519 - logits_profile_predictions_loss: 432.8959 - logcount_predictions_loss: 0.2543 65/2390 [..............................] - ETA: 21:57 - loss: 436.2355 - logits_profile_predictions_loss: 432.8800 - logcount_predictions_loss: 0.2542 66/2390 [..............................] - ETA: 21:56 - loss: 436.2395 - logits_profile_predictions_loss: 432.8844 - logcount_predictions_loss: 0.2542 67/2390 [..............................] - ETA: 21:55 - loss: 436.2518 - logits_profile_predictions_loss: 432.8970 - logcount_predictions_loss: 0.2542 68/2390 [..............................] - ETA: 21:55 - loss: 436.2646 - logits_profile_predictions_loss: 432.9101 - logcount_predictions_loss: 0.2541 69/2390 [..............................] - ETA: 21:54 - loss: 436.2730 - logits_profile_predictions_loss: 432.9189 - logcount_predictions_loss: 0.2541 70/2390 [..............................] - ETA: 21:54 - loss: 436.2780 - logits_profile_predictions_loss: 432.9239 - logcount_predictions_loss: 0.2541 71/2390 [..............................] - ETA: 21:53 - loss: 436.2885 - logits_profile_predictions_loss: 432.9344 - logcount_predictions_loss: 0.2541 72/2390 [..............................] - ETA: 21:53 - loss: 436.2938 - logits_profile_predictions_loss: 432.9394 - logcount_predictions_loss: 0.2541 73/2390 [..............................] - ETA: 21:52 - loss: 436.2931 - logits_profile_predictions_loss: 432.9386 - logcount_predictions_loss: 0.2541 74/2390 [..............................] - ETA: 21:51 - loss: 436.2864 - logits_profile_predictions_loss: 432.9319 - logcount_predictions_loss: 0.2541 75/2390 [..............................] - ETA: 21:51 - loss: 436.2911 - logits_profile_predictions_loss: 432.9367 - logcount_predictions_loss: 0.2541 76/2390 [..............................] - ETA: 21:50 - loss: 436.3064 - logits_profile_predictions_loss: 432.9520 - logcount_predictions_loss: 0.2541 77/2390 [..............................] - ETA: 21:50 - loss: 436.3218 - logits_profile_predictions_loss: 432.9674 - logcount_predictions_loss: 0.2541 78/2390 [..............................] - ETA: 21:49 - loss: 436.3396 - logits_profile_predictions_loss: 432.9849 - logcount_predictions_loss: 0.2541 79/2390 [..............................] - ETA: 21:49 - loss: 436.3474 - logits_profile_predictions_loss: 432.9925 - logcount_predictions_loss: 0.2542 80/2390 [>.............................] - ETA: 21:48 - loss: 436.3509 - logits_profile_predictions_loss: 432.9956 - logcount_predictions_loss: 0.2542 81/2390 [>.............................] - ETA: 21:47 - loss: 436.3594 - logits_profile_predictions_loss: 433.0036 - logcount_predictions_loss: 0.2542 82/2390 [>.............................] - ETA: 21:47 - loss: 436.3666 - logits_profile_predictions_loss: 433.0102 - logcount_predictions_loss: 0.2543 83/2390 [>.............................] - ETA: 21:46 - loss: 436.3694 - logits_profile_predictions_loss: 433.0124 - logcount_predictions_loss: 0.2543 84/2390 [>.............................] - ETA: 21:46 - loss: 436.3704 - logits_profile_predictions_loss: 433.0129 - logcount_predictions_loss: 0.2544 85/2390 [>.............................] - ETA: 21:45 - loss: 436.3755 - logits_profile_predictions_loss: 433.0173 - logcount_predictions_loss: 0.2544 86/2390 [>.............................] - ETA: 21:45 - loss: 436.3811 - logits_profile_predictions_loss: 433.0223 - logcount_predictions_loss: 0.2545 87/2390 [>.............................] - ETA: 21:44 - loss: 436.3832 - logits_profile_predictions_loss: 433.0241 - logcount_predictions_loss: 0.2545 88/2390 [>.............................] - ETA: 21:43 - loss: 436.3836 - logits_profile_predictions_loss: 433.0242 - logcount_predictions_loss: 0.2545 89/2390 [>.............................] - ETA: 21:43 - loss: 436.3815 - logits_profile_predictions_loss: 433.0218 - logcount_predictions_loss: 0.2545 90/2390 [>.............................] - ETA: 21:42 - loss: 436.3781 - logits_profile_predictions_loss: 433.0180 - logcount_predictions_loss: 0.2546 91/2390 [>.............................] - ETA: 21:42 - loss: 436.3770 - logits_profile_predictions_loss: 433.0166 - logcount_predictions_loss: 0.2546 92/2390 [>.............................] - ETA: 21:41 - loss: 436.3809 - logits_profile_predictions_loss: 433.0201 - logcount_predictions_loss: 0.2546 93/2390 [>.............................] - ETA: 21:41 - loss: 436.3865 - logits_profile_predictions_loss: 433.0253 - logcount_predictions_loss: 0.2546 94/2390 [>.............................] - ETA: 21:40 - loss: 436.3913 - logits_profile_predictions_loss: 433.0297 - logcount_predictions_loss: 0.2547 95/2390 [>.............................] - ETA: 21:39 - loss: 436.3951 - logits_profile_predictions_loss: 433.0331 - logcount_predictions_loss: 0.2547 96/2390 [>.............................] - ETA: 21:39 - loss: 436.3943 - logits_profile_predictions_loss: 433.0321 - logcount_predictions_loss: 0.2547 97/2390 [>.............................] - ETA: 21:38 - loss: 436.3871 - logits_profile_predictions_loss: 433.0246 - logcount_predictions_loss: 0.2547 98/2390 [>.............................] - ETA: 21:38 - loss: 436.3774 - logits_profile_predictions_loss: 433.0147 - logcount_predictions_loss: 0.2548 99/2390 [>.............................] - ETA: 21:37 - loss: 436.3679 - 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[>.............................] - ETA: 21:33 - loss: 436.2693 - logits_profile_predictions_loss: 432.9053 - logcount_predictions_loss: 0.2549 107/2390 [>.............................] - ETA: 21:33 - loss: 436.2541 - logits_profile_predictions_loss: 432.8899 - logcount_predictions_loss: 0.2549 108/2390 [>.............................] - ETA: 21:32 - loss: 436.2409 - logits_profile_predictions_loss: 432.8766 - logcount_predictions_loss: 0.2549 109/2390 [>.............................] - ETA: 21:32 - loss: 436.2314 - logits_profile_predictions_loss: 432.8670 - logcount_predictions_loss: 0.2549 110/2390 [>.............................] - ETA: 21:31 - loss: 436.2216 - logits_profile_predictions_loss: 432.8572 - logcount_predictions_loss: 0.2549 111/2390 [>.............................] - ETA: 21:30 - loss: 436.2088 - logits_profile_predictions_loss: 432.8443 - logcount_predictions_loss: 0.2549 112/2390 [>.............................] - ETA: 21:30 - loss: 436.1934 - logits_profile_predictions_loss: 432.8288 - logcount_predictions_loss: 0.2549 113/2390 [>.............................] - ETA: 21:29 - loss: 436.1786 - logits_profile_predictions_loss: 432.8140 - logcount_predictions_loss: 0.2549 114/2390 [>.............................] - ETA: 21:29 - loss: 436.1620 - logits_profile_predictions_loss: 432.7971 - logcount_predictions_loss: 0.2549 115/2390 [>.............................] - ETA: 21:28 - loss: 436.1411 - logits_profile_predictions_loss: 432.7761 - logcount_predictions_loss: 0.2549 116/2390 [>.............................] - ETA: 21:28 - loss: 436.1275 - logits_profile_predictions_loss: 432.7623 - logcount_predictions_loss: 0.2549 117/2390 [>.............................] - ETA: 21:27 - loss: 436.1146 - logits_profile_predictions_loss: 432.7493 - logcount_predictions_loss: 0.2550 118/2390 [>.............................] - ETA: 21:27 - loss: 436.1107 - logits_profile_predictions_loss: 432.7453 - logcount_predictions_loss: 0.2550 119/2390 [>.............................] - ETA: 21:26 - loss: 436.1102 - logits_profile_predictions_loss: 432.7447 - logcount_predictions_loss: 0.2550 120/2390 [>.............................] - ETA: 21:25 - loss: 436.1039 - logits_profile_predictions_loss: 432.7385 - logcount_predictions_loss: 0.2550 121/2390 [>.............................] - ETA: 21:25 - loss: 436.0983 - logits_profile_predictions_loss: 432.7330 - logcount_predictions_loss: 0.2550 122/2390 [>.............................] - ETA: 21:24 - loss: 436.0947 - logits_profile_predictions_loss: 432.7294 - logcount_predictions_loss: 0.2550 123/2390 [>.............................] - ETA: 21:24 - loss: 436.0943 - logits_profile_predictions_loss: 432.7290 - logcount_predictions_loss: 0.2550 124/2390 [>.............................] - ETA: 21:23 - loss: 436.0963 - logits_profile_predictions_loss: 432.7309 - logcount_predictions_loss: 0.2550 125/2390 [>.............................] - ETA: 21:22 - loss: 436.0979 - logits_profile_predictions_loss: 432.7325 - logcount_predictions_loss: 0.2550 126/2390 [>.............................] - ETA: 21:22 - loss: 436.0954 - logits_profile_predictions_loss: 432.7300 - logcount_predictions_loss: 0.2550 127/2390 [>.............................] - ETA: 21:21 - loss: 436.0910 - logits_profile_predictions_loss: 432.7255 - logcount_predictions_loss: 0.2550 128/2390 [>.............................] - ETA: 21:21 - loss: 436.0832 - logits_profile_predictions_loss: 432.7176 - logcount_predictions_loss: 0.2550 129/2390 [>.............................] - ETA: 21:20 - loss: 436.0746 - logits_profile_predictions_loss: 432.7089 - logcount_predictions_loss: 0.2550 130/2390 [>.............................] - ETA: 21:20 - loss: 436.0628 - logits_profile_predictions_loss: 432.6971 - logcount_predictions_loss: 0.2550 131/2390 [>.............................] - ETA: 21:19 - loss: 436.0499 - logits_profile_predictions_loss: 432.6841 - logcount_predictions_loss: 0.2550 132/2390 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logits_profile_predictions_loss: 432.5606 - logcount_predictions_loss: 0.2551 152/2390 [>.............................] - ETA: 21:07 - loss: 435.9276 - logits_profile_predictions_loss: 432.5605 - logcount_predictions_loss: 0.2551 153/2390 [>.............................] - ETA: 21:07 - loss: 435.9303 - logits_profile_predictions_loss: 432.5631 - logcount_predictions_loss: 0.2551 154/2390 [>.............................] - ETA: 21:06 - loss: 435.9334 - logits_profile_predictions_loss: 432.5661 - logcount_predictions_loss: 0.2551 155/2390 [>.............................] - ETA: 21:05 - loss: 435.9364 - logits_profile_predictions_loss: 432.5691 - logcount_predictions_loss: 0.2551 156/2390 [>.............................] - ETA: 21:05 - loss: 435.9410 - logits_profile_predictions_loss: 432.5735 - logcount_predictions_loss: 0.2551 157/2390 [>.............................] - ETA: 21:04 - loss: 435.9477 - logits_profile_predictions_loss: 432.5803 - logcount_predictions_loss: 0.2551 158/2390 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logits_profile_predictions_loss: 432.6611 - logcount_predictions_loss: 0.2552 165/2390 [=>............................] - ETA: 21:00 - loss: 436.0441 - logits_profile_predictions_loss: 432.6754 - logcount_predictions_loss: 0.2552 166/2390 [=>............................] - ETA: 20:59 - loss: 436.0600 - logits_profile_predictions_loss: 432.6911 - logcount_predictions_loss: 0.2552 167/2390 [=>............................] - ETA: 20:59 - loss: 436.0740 - logits_profile_predictions_loss: 432.7050 - logcount_predictions_loss: 0.2552 168/2390 [=>............................] - ETA: 20:58 - loss: 436.0885 - logits_profile_predictions_loss: 432.7195 - logcount_predictions_loss: 0.2552 169/2390 [=>............................] - ETA: 20:58 - loss: 436.1042 - logits_profile_predictions_loss: 432.7350 - logcount_predictions_loss: 0.2552 170/2390 [=>............................] - ETA: 20:57 - loss: 436.1198 - logits_profile_predictions_loss: 432.7505 - logcount_predictions_loss: 0.2553 171/2390 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logits_profile_predictions_loss: 432.8733 - logcount_predictions_loss: 0.2553 178/2390 [=>............................] - ETA: 20:53 - loss: 436.2604 - logits_profile_predictions_loss: 432.8899 - logcount_predictions_loss: 0.2553 179/2390 [=>............................] - ETA: 20:52 - loss: 436.2769 - logits_profile_predictions_loss: 432.9063 - logcount_predictions_loss: 0.2554 180/2390 [=>............................] - ETA: 20:51 - loss: 436.2932 - logits_profile_predictions_loss: 432.9223 - logcount_predictions_loss: 0.2554 181/2390 [=>............................] - ETA: 20:51 - loss: 436.3111 - logits_profile_predictions_loss: 432.9400 - logcount_predictions_loss: 0.2554 182/2390 [=>............................] - ETA: 20:50 - loss: 436.3273 - logits_profile_predictions_loss: 432.9559 - logcount_predictions_loss: 0.2554 183/2390 [=>............................] - ETA: 20:50 - loss: 436.3434 - logits_profile_predictions_loss: 432.9718 - logcount_predictions_loss: 0.2554 184/2390 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[=>............................] - ETA: 20:20 - loss: 437.1529 - logits_profile_predictions_loss: 433.7671 - logcount_predictions_loss: 0.2565 237/2390 [=>............................] - ETA: 20:19 - loss: 437.1683 - logits_profile_predictions_loss: 433.7822 - logcount_predictions_loss: 0.2565 238/2390 [=>............................] - ETA: 20:18 - loss: 437.1852 - logits_profile_predictions_loss: 433.7987 - logcount_predictions_loss: 0.2566 239/2390 [==>...........................] - ETA: 20:18 - loss: 437.2020 - logits_profile_predictions_loss: 433.8151 - logcount_predictions_loss: 0.2566 240/2390 [==>...........................] - ETA: 20:17 - loss: 437.2191 - logits_profile_predictions_loss: 433.8319 - logcount_predictions_loss: 0.2566 241/2390 [==>...........................] - ETA: 20:17 - loss: 437.2361 - logits_profile_predictions_loss: 433.8486 - logcount_predictions_loss: 0.2566 242/2390 [==>...........................] - ETA: 20:16 - loss: 437.2530 - 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[==>...........................] - ETA: 20:12 - loss: 437.3727 - logits_profile_predictions_loss: 433.9823 - logcount_predictions_loss: 0.2569 250/2390 [==>...........................] - ETA: 20:11 - loss: 437.3908 - logits_profile_predictions_loss: 434.0001 - logcount_predictions_loss: 0.2569 251/2390 [==>...........................] - ETA: 20:11 - loss: 437.4094 - logits_profile_predictions_loss: 434.0183 - logcount_predictions_loss: 0.2569 252/2390 [==>...........................] - ETA: 20:10 - loss: 437.4270 - logits_profile_predictions_loss: 434.0355 - logcount_predictions_loss: 0.2569 253/2390 [==>...........................] - ETA: 20:10 - loss: 437.4454 - logits_profile_predictions_loss: 434.0535 - logcount_predictions_loss: 0.2570 254/2390 [==>...........................] - ETA: 20:09 - loss: 437.4642 - logits_profile_predictions_loss: 434.0720 - logcount_predictions_loss: 0.2570 255/2390 [==>...........................] - ETA: 20:09 - loss: 437.4832 - 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2389/2390 [============================>.] - ETA: 0s - loss: 441.6415 - logits_profile_predictions_loss: 438.1114 - logcount_predictions_loss: 0.2674 2390/2390 [==============================] - ETA: 0s - loss: 441.6414 - logits_profile_predictions_loss: 438.1113 - logcount_predictions_loss: 0.2674 2390/2390 [==============================] - 1412s 591ms/step - loss: 441.6413 - logits_profile_predictions_loss: 438.1112 - logcount_predictions_loss: 0.2674 - val_loss: 515.8671 - val_logits_profile_predictions_loss: 512.2161 - val_logcount_predictions_loss: 0.2766 + +Epoch 00006: val_loss improved from 517.38513 to 515.86707, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 +Epoch 7/50 + 1/2390 [..............................] - ETA: 23:13 - loss: 543.9152 - logits_profile_predictions_loss: 540.8333 - logcount_predictions_loss: 0.2335 2/2390 [..............................] - ETA: 22:32 - loss: 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[..............................] - ETA: 22:25 - loss: 477.9243 - logits_profile_predictions_loss: 474.6549 - logcount_predictions_loss: 0.2477 10/2390 [..............................] - ETA: 22:25 - loss: 474.9349 - logits_profile_predictions_loss: 471.6858 - logcount_predictions_loss: 0.2461 11/2390 [..............................] - ETA: 22:24 - loss: 472.1355 - logits_profile_predictions_loss: 468.8988 - logcount_predictions_loss: 0.2452 12/2390 [..............................] - ETA: 22:23 - loss: 470.1739 - logits_profile_predictions_loss: 466.9420 - logcount_predictions_loss: 0.2448 13/2390 [..............................] - ETA: 22:23 - loss: 468.5226 - logits_profile_predictions_loss: 465.2908 - logcount_predictions_loss: 0.2448 14/2390 [..............................] - ETA: 22:22 - loss: 467.1223 - logits_profile_predictions_loss: 463.8884 - logcount_predictions_loss: 0.2450 15/2390 [..............................] - ETA: 22:21 - loss: 465.7266 - 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[..............................] - ETA: 22:17 - loss: 457.5334 - logits_profile_predictions_loss: 454.2653 - logcount_predictions_loss: 0.2476 23/2390 [..............................] - ETA: 22:17 - loss: 456.7647 - logits_profile_predictions_loss: 453.4920 - logcount_predictions_loss: 0.2479 24/2390 [..............................] - ETA: 22:16 - loss: 456.0778 - logits_profile_predictions_loss: 452.8015 - logcount_predictions_loss: 0.2482 25/2390 [..............................] - ETA: 22:16 - loss: 455.3365 - logits_profile_predictions_loss: 452.0570 - logcount_predictions_loss: 0.2484 26/2390 [..............................] - ETA: 22:15 - loss: 454.7212 - logits_profile_predictions_loss: 451.4393 - logcount_predictions_loss: 0.2486 27/2390 [..............................] - ETA: 22:14 - loss: 454.0906 - logits_profile_predictions_loss: 450.8074 - logcount_predictions_loss: 0.2487 28/2390 [..............................] - ETA: 22:14 - loss: 453.5422 - 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[..............................] - ETA: 22:10 - loss: 450.3050 - logits_profile_predictions_loss: 447.0130 - logcount_predictions_loss: 0.2494 36/2390 [..............................] - ETA: 22:09 - loss: 449.9579 - logits_profile_predictions_loss: 446.6646 - logcount_predictions_loss: 0.2495 37/2390 [..............................] - ETA: 22:09 - loss: 449.6254 - logits_profile_predictions_loss: 446.3299 - logcount_predictions_loss: 0.2497 38/2390 [..............................] - ETA: 22:08 - loss: 449.3122 - logits_profile_predictions_loss: 446.0138 - logcount_predictions_loss: 0.2499 39/2390 [..............................] - ETA: 22:08 - loss: 449.0236 - logits_profile_predictions_loss: 445.7209 - logcount_predictions_loss: 0.2502 40/2390 [..............................] - ETA: 22:07 - loss: 448.7351 - logits_profile_predictions_loss: 445.4288 - logcount_predictions_loss: 0.2505 41/2390 [..............................] - ETA: 22:06 - loss: 448.4291 - 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[..............................] - ETA: 22:02 - loss: 446.5487 - logits_profile_predictions_loss: 443.2245 - logcount_predictions_loss: 0.2518 49/2390 [..............................] - ETA: 22:02 - loss: 446.3282 - logits_profile_predictions_loss: 443.0020 - logcount_predictions_loss: 0.2520 50/2390 [..............................] - ETA: 22:01 - loss: 446.0981 - logits_profile_predictions_loss: 442.7704 - logcount_predictions_loss: 0.2521 51/2390 [..............................] - ETA: 22:01 - loss: 445.8763 - logits_profile_predictions_loss: 442.5472 - logcount_predictions_loss: 0.2522 52/2390 [..............................] - ETA: 22:00 - loss: 445.6379 - logits_profile_predictions_loss: 442.3071 - logcount_predictions_loss: 0.2523 53/2390 [..............................] - ETA: 22:00 - loss: 445.4007 - logits_profile_predictions_loss: 442.0680 - logcount_predictions_loss: 0.2525 54/2390 [..............................] - ETA: 21:59 - loss: 445.1875 - 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[..............................] - ETA: 21:55 - loss: 443.8197 - logits_profile_predictions_loss: 440.4798 - logcount_predictions_loss: 0.2530 62/2390 [..............................] - ETA: 21:55 - loss: 443.6572 - logits_profile_predictions_loss: 440.3167 - logcount_predictions_loss: 0.2531 63/2390 [..............................] - ETA: 21:54 - loss: 443.5011 - logits_profile_predictions_loss: 440.1604 - logcount_predictions_loss: 0.2531 64/2390 [..............................] - ETA: 21:53 - loss: 443.3640 - logits_profile_predictions_loss: 440.0225 - logcount_predictions_loss: 0.2531 65/2390 [..............................] - ETA: 21:53 - loss: 443.2322 - logits_profile_predictions_loss: 439.8902 - logcount_predictions_loss: 0.2532 66/2390 [..............................] - ETA: 21:52 - loss: 443.1089 - logits_profile_predictions_loss: 439.7664 - logcount_predictions_loss: 0.2532 67/2390 [..............................] - ETA: 21:52 - loss: 442.9983 - 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[..............................] - ETA: 21:48 - loss: 442.2533 - logits_profile_predictions_loss: 438.9095 - logcount_predictions_loss: 0.2533 75/2390 [..............................] - ETA: 21:47 - loss: 442.1577 - logits_profile_predictions_loss: 438.8140 - logcount_predictions_loss: 0.2533 76/2390 [..............................] - ETA: 21:47 - loss: 442.0741 - logits_profile_predictions_loss: 438.7303 - logcount_predictions_loss: 0.2533 77/2390 [..............................] - ETA: 21:46 - loss: 441.9952 - logits_profile_predictions_loss: 438.6514 - logcount_predictions_loss: 0.2533 78/2390 [..............................] - ETA: 21:45 - loss: 441.9173 - logits_profile_predictions_loss: 438.5736 - logcount_predictions_loss: 0.2533 79/2390 [..............................] - ETA: 21:45 - loss: 441.8432 - logits_profile_predictions_loss: 438.4996 - logcount_predictions_loss: 0.2533 80/2390 [>.............................] - ETA: 21:44 - loss: 441.7756 - 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[>.............................] - ETA: 21:40 - loss: 441.4047 - logits_profile_predictions_loss: 438.0614 - logcount_predictions_loss: 0.2533 88/2390 [>.............................] - ETA: 21:40 - loss: 441.3593 - logits_profile_predictions_loss: 438.0157 - logcount_predictions_loss: 0.2533 89/2390 [>.............................] - ETA: 21:39 - loss: 441.3200 - logits_profile_predictions_loss: 437.9761 - logcount_predictions_loss: 0.2533 90/2390 [>.............................] - ETA: 21:39 - loss: 441.2742 - logits_profile_predictions_loss: 437.9299 - logcount_predictions_loss: 0.2534 91/2390 [>.............................] - ETA: 21:38 - loss: 441.2223 - logits_profile_predictions_loss: 437.8776 - logcount_predictions_loss: 0.2534 92/2390 [>.............................] - ETA: 21:38 - loss: 441.1778 - logits_profile_predictions_loss: 437.8326 - logcount_predictions_loss: 0.2534 93/2390 [>.............................] - ETA: 21:37 - loss: 441.1331 - 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[=====>........................] - ETA: 17:53 - loss: 438.1632 - logits_profile_predictions_loss: 434.7264 - logcount_predictions_loss: 0.2604 491/2390 [=====>........................] - ETA: 17:53 - loss: 438.1643 - logits_profile_predictions_loss: 434.7275 - logcount_predictions_loss: 0.2604 492/2390 [=====>........................] - ETA: 17:52 - loss: 438.1656 - logits_profile_predictions_loss: 434.7287 - logcount_predictions_loss: 0.2604 493/2390 [=====>........................] - ETA: 17:52 - loss: 438.1670 - logits_profile_predictions_loss: 434.7301 - logcount_predictions_loss: 0.2604 494/2390 [=====>........................] - ETA: 17:51 - loss: 438.1684 - logits_profile_predictions_loss: 434.7314 - logcount_predictions_loss: 0.2604 495/2390 [=====>........................] - ETA: 17:51 - loss: 438.1697 - logits_profile_predictions_loss: 434.7327 - logcount_predictions_loss: 0.2604 496/2390 [=====>........................] - ETA: 17:50 - loss: 438.1711 - 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[============================>.] - ETA: 22s - loss: 438.9543 - logits_profile_predictions_loss: 435.5084 - logcount_predictions_loss: 0.2610 2351/2390 [============================>.] - ETA: 22s - loss: 438.9545 - logits_profile_predictions_loss: 435.5086 - logcount_predictions_loss: 0.2610 2352/2390 [============================>.] - ETA: 21s - loss: 438.9548 - logits_profile_predictions_loss: 435.5089 - logcount_predictions_loss: 0.2610 2353/2390 [============================>.] - ETA: 20s - loss: 438.9551 - logits_profile_predictions_loss: 435.5092 - logcount_predictions_loss: 0.2610 2354/2390 [============================>.] - ETA: 20s - loss: 438.9554 - logits_profile_predictions_loss: 435.5095 - logcount_predictions_loss: 0.2610 2355/2390 [============================>.] - ETA: 19s - loss: 438.9556 - logits_profile_predictions_loss: 435.5098 - logcount_predictions_loss: 0.2610 2356/2390 [============================>.] - ETA: 19s - loss: 438.9559 - 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[============================>.] - ETA: 15s - loss: 438.9578 - logits_profile_predictions_loss: 435.5120 - logcount_predictions_loss: 0.2610 2364/2390 [============================>.] - ETA: 14s - loss: 438.9581 - logits_profile_predictions_loss: 435.5122 - logcount_predictions_loss: 0.2610 2365/2390 [============================>.] - ETA: 14s - loss: 438.9584 - logits_profile_predictions_loss: 435.5125 - logcount_predictions_loss: 0.2610 2366/2390 [============================>.] - ETA: 13s - loss: 438.9587 - logits_profile_predictions_loss: 435.5128 - logcount_predictions_loss: 0.2610 2367/2390 [============================>.] - ETA: 12s - loss: 438.9589 - logits_profile_predictions_loss: 435.5131 - logcount_predictions_loss: 0.2610 2368/2390 [============================>.] - ETA: 12s - loss: 438.9592 - logits_profile_predictions_loss: 435.5133 - logcount_predictions_loss: 0.2610 2369/2390 [============================>.] - ETA: 11s - loss: 438.9595 - 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435.5172 - logcount_predictions_loss: 0.2610 2383/2390 [============================>.] - ETA: 3s - loss: 438.9634 - logits_profile_predictions_loss: 435.5175 - logcount_predictions_loss: 0.2610 2384/2390 [============================>.] - ETA: 3s - loss: 438.9636 - logits_profile_predictions_loss: 435.5178 - logcount_predictions_loss: 0.2610 2385/2390 [============================>.] - ETA: 2s - loss: 438.9639 - logits_profile_predictions_loss: 435.5180 - logcount_predictions_loss: 0.2610 2386/2390 [============================>.] - ETA: 2s - loss: 438.9642 - logits_profile_predictions_loss: 435.5183 - logcount_predictions_loss: 0.2610 2387/2390 [============================>.] - ETA: 1s - loss: 438.9645 - logits_profile_predictions_loss: 435.5186 - logcount_predictions_loss: 0.2610 2388/2390 [============================>.] - ETA: 1s - loss: 438.9648 - logits_profile_predictions_loss: 435.5189 - logcount_predictions_loss: 0.2610 2389/2390 [============================>.] - ETA: 0s - loss: 438.9651 - logits_profile_predictions_loss: 435.5192 - logcount_predictions_loss: 0.2610 2390/2390 [==============================] - ETA: 0s - loss: 438.9654 - logits_profile_predictions_loss: 435.5195 - logcount_predictions_loss: 0.2610 2390/2390 [==============================] - 1412s 591ms/step - loss: 438.9656 - logits_profile_predictions_loss: 435.5198 - logcount_predictions_loss: 0.2610 - val_loss: 519.3089 - val_logits_profile_predictions_loss: 515.8215 - val_logcount_predictions_loss: 0.2642 + +Epoch 00007: val_loss did not improve from 515.86707 +Epoch 8/50 + 1/2390 [..............................] - ETA: 23:16 - loss: 451.3827 - logits_profile_predictions_loss: 447.3318 - logcount_predictions_loss: 0.3069 2/2390 [..............................] - ETA: 22:29 - loss: 461.4575 - logits_profile_predictions_loss: 457.6033 - logcount_predictions_loss: 0.2920 3/2390 [..............................] - ETA: 22:29 - loss: 457.1523 - logits_profile_predictions_loss: 453.3150 - 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logits_profile_predictions_loss: 433.2068 - logcount_predictions_loss: 0.2918 24/2390 [..............................] - ETA: 22:17 - loss: 436.6420 - logits_profile_predictions_loss: 432.8002 - logcount_predictions_loss: 0.2911 25/2390 [..............................] - ETA: 22:16 - loss: 436.2792 - logits_profile_predictions_loss: 432.4466 - logcount_predictions_loss: 0.2904 26/2390 [..............................] - ETA: 22:15 - loss: 435.9319 - logits_profile_predictions_loss: 432.1097 - logcount_predictions_loss: 0.2896 27/2390 [..............................] - ETA: 22:15 - loss: 435.6531 - logits_profile_predictions_loss: 431.8404 - logcount_predictions_loss: 0.2888 28/2390 [..............................] - ETA: 22:14 - loss: 435.4185 - logits_profile_predictions_loss: 431.6158 - logcount_predictions_loss: 0.2881 29/2390 [..............................] - ETA: 22:14 - loss: 435.1987 - logits_profile_predictions_loss: 431.4064 - logcount_predictions_loss: 0.2873 30/2390 [..............................] - ETA: 22:13 - loss: 435.0086 - logits_profile_predictions_loss: 431.2250 - logcount_predictions_loss: 0.2866 31/2390 [..............................] - ETA: 22:13 - loss: 434.8285 - logits_profile_predictions_loss: 431.0526 - logcount_predictions_loss: 0.2861 32/2390 [..............................] - ETA: 22:12 - loss: 434.7285 - logits_profile_predictions_loss: 430.9595 - logcount_predictions_loss: 0.2855 33/2390 [..............................] - ETA: 22:12 - loss: 434.6607 - logits_profile_predictions_loss: 430.8985 - logcount_predictions_loss: 0.2850 34/2390 [..............................] - ETA: 22:11 - loss: 434.6054 - logits_profile_predictions_loss: 430.8494 - logcount_predictions_loss: 0.2846 35/2390 [..............................] - ETA: 22:11 - loss: 434.5787 - logits_profile_predictions_loss: 430.8285 - logcount_predictions_loss: 0.2841 36/2390 [..............................] - ETA: 22:10 - loss: 434.5484 - logits_profile_predictions_loss: 430.8039 - logcount_predictions_loss: 0.2837 37/2390 [..............................] - ETA: 22:10 - loss: 434.5120 - logits_profile_predictions_loss: 430.7737 - logcount_predictions_loss: 0.2832 38/2390 [..............................] - ETA: 22:09 - loss: 434.4987 - logits_profile_predictions_loss: 430.7666 - logcount_predictions_loss: 0.2827 39/2390 [..............................] - ETA: 22:08 - loss: 434.4724 - logits_profile_predictions_loss: 430.7450 - logcount_predictions_loss: 0.2824 40/2390 [..............................] - ETA: 22:08 - loss: 434.4446 - logits_profile_predictions_loss: 430.7225 - logcount_predictions_loss: 0.2820 41/2390 [..............................] - ETA: 22:07 - loss: 434.4416 - logits_profile_predictions_loss: 430.7241 - logcount_predictions_loss: 0.2816 42/2390 [..............................] - ETA: 22:07 - loss: 434.4228 - logits_profile_predictions_loss: 430.7098 - logcount_predictions_loss: 0.2813 43/2390 [..............................] - ETA: 22:06 - loss: 434.4458 - logits_profile_predictions_loss: 430.7370 - logcount_predictions_loss: 0.2810 44/2390 [..............................] - ETA: 22:06 - loss: 434.4745 - logits_profile_predictions_loss: 430.7704 - logcount_predictions_loss: 0.2806 45/2390 [..............................] - ETA: 22:05 - loss: 434.4842 - logits_profile_predictions_loss: 430.7839 - logcount_predictions_loss: 0.2803 46/2390 [..............................] - ETA: 22:04 - loss: 434.4765 - logits_profile_predictions_loss: 430.7801 - logcount_predictions_loss: 0.2800 47/2390 [..............................] - ETA: 22:04 - loss: 434.4665 - logits_profile_predictions_loss: 430.7737 - logcount_predictions_loss: 0.2798 48/2390 [..............................] - ETA: 22:03 - loss: 434.4682 - logits_profile_predictions_loss: 430.7792 - logcount_predictions_loss: 0.2795 49/2390 [..............................] - ETA: 22:03 - loss: 434.4574 - logits_profile_predictions_loss: 430.7722 - logcount_predictions_loss: 0.2792 50/2390 [..............................] - ETA: 22:02 - loss: 434.4352 - logits_profile_predictions_loss: 430.7537 - logcount_predictions_loss: 0.2789 51/2390 [..............................] - ETA: 22:02 - loss: 434.4264 - logits_profile_predictions_loss: 430.7485 - logcount_predictions_loss: 0.2786 52/2390 [..............................] - ETA: 22:01 - loss: 434.4338 - logits_profile_predictions_loss: 430.7593 - logcount_predictions_loss: 0.2784 53/2390 [..............................] - ETA: 22:01 - loss: 434.4396 - logits_profile_predictions_loss: 430.7683 - logcount_predictions_loss: 0.2781 54/2390 [..............................] - ETA: 22:00 - loss: 434.4453 - logits_profile_predictions_loss: 430.7776 - logcount_predictions_loss: 0.2779 55/2390 [..............................] - ETA: 21:59 - loss: 434.4481 - logits_profile_predictions_loss: 430.7835 - logcount_predictions_loss: 0.2776 56/2390 [..............................] - ETA: 21:59 - loss: 434.4414 - logits_profile_predictions_loss: 430.7799 - logcount_predictions_loss: 0.2774 57/2390 [..............................] - ETA: 21:58 - loss: 434.4277 - logits_profile_predictions_loss: 430.7696 - logcount_predictions_loss: 0.2771 58/2390 [..............................] - ETA: 21:58 - loss: 434.4126 - logits_profile_predictions_loss: 430.7580 - logcount_predictions_loss: 0.2769 59/2390 [..............................] - ETA: 21:57 - loss: 434.3903 - logits_profile_predictions_loss: 430.7392 - logcount_predictions_loss: 0.2766 60/2390 [..............................] - ETA: 21:57 - loss: 434.3687 - logits_profile_predictions_loss: 430.7209 - logcount_predictions_loss: 0.2764 61/2390 [..............................] - ETA: 21:56 - loss: 434.3524 - logits_profile_predictions_loss: 430.7082 - logcount_predictions_loss: 0.2761 62/2390 [..............................] - ETA: 21:55 - loss: 434.3406 - logits_profile_predictions_loss: 430.6997 - logcount_predictions_loss: 0.2758 63/2390 [..............................] - ETA: 21:55 - loss: 434.3213 - logits_profile_predictions_loss: 430.6839 - logcount_predictions_loss: 0.2756 64/2390 [..............................] - ETA: 21:54 - loss: 434.3241 - logits_profile_predictions_loss: 430.6900 - logcount_predictions_loss: 0.2753 65/2390 [..............................] - ETA: 21:54 - loss: 434.3460 - logits_profile_predictions_loss: 430.7154 - logcount_predictions_loss: 0.2751 66/2390 [..............................] - ETA: 21:53 - loss: 434.3851 - logits_profile_predictions_loss: 430.7582 - logcount_predictions_loss: 0.2748 67/2390 [..............................] - ETA: 21:53 - loss: 434.4356 - logits_profile_predictions_loss: 430.8122 - logcount_predictions_loss: 0.2745 68/2390 [..............................] - ETA: 21:52 - loss: 434.4916 - logits_profile_predictions_loss: 430.8715 - logcount_predictions_loss: 0.2743 69/2390 [..............................] - ETA: 21:52 - loss: 434.5366 - logits_profile_predictions_loss: 430.9201 - logcount_predictions_loss: 0.2740 70/2390 [..............................] - ETA: 21:51 - loss: 434.5906 - logits_profile_predictions_loss: 430.9775 - logcount_predictions_loss: 0.2737 71/2390 [..............................] - ETA: 21:50 - loss: 434.6648 - logits_profile_predictions_loss: 431.0549 - logcount_predictions_loss: 0.2735 72/2390 [..............................] - ETA: 21:50 - loss: 434.7401 - logits_profile_predictions_loss: 431.1332 - logcount_predictions_loss: 0.2733 73/2390 [..............................] - ETA: 21:49 - loss: 434.8127 - logits_profile_predictions_loss: 431.2090 - logcount_predictions_loss: 0.2730 74/2390 [..............................] - ETA: 21:49 - loss: 434.8648 - logits_profile_predictions_loss: 431.2643 - logcount_predictions_loss: 0.2728 75/2390 [..............................] - ETA: 21:48 - loss: 434.9102 - 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logits_profile_predictions_loss: 433.0614 - logcount_predictions_loss: 0.2598 232/2390 [=>............................] - ETA: 20:19 - loss: 436.4900 - logits_profile_predictions_loss: 433.0605 - logcount_predictions_loss: 0.2598 233/2390 [=>............................] - ETA: 20:19 - loss: 436.4883 - logits_profile_predictions_loss: 433.0590 - logcount_predictions_loss: 0.2598 234/2390 [=>............................] - ETA: 20:18 - loss: 436.4861 - logits_profile_predictions_loss: 433.0570 - logcount_predictions_loss: 0.2598 235/2390 [=>............................] - ETA: 20:17 - loss: 436.4848 - logits_profile_predictions_loss: 433.0559 - logcount_predictions_loss: 0.2598 236/2390 [=>............................] - ETA: 20:17 - loss: 436.4824 - logits_profile_predictions_loss: 433.0538 - logcount_predictions_loss: 0.2597 237/2390 [=>............................] - ETA: 20:16 - loss: 436.4793 - logits_profile_predictions_loss: 433.0510 - logcount_predictions_loss: 0.2597 238/2390 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logits_profile_predictions_loss: 433.0371 - logcount_predictions_loss: 0.2596 245/2390 [==>...........................] - ETA: 20:12 - loss: 436.4638 - logits_profile_predictions_loss: 433.0371 - logcount_predictions_loss: 0.2596 246/2390 [==>...........................] - ETA: 20:11 - loss: 436.4638 - logits_profile_predictions_loss: 433.0373 - logcount_predictions_loss: 0.2596 247/2390 [==>...........................] - ETA: 20:11 - loss: 436.4641 - logits_profile_predictions_loss: 433.0379 - logcount_predictions_loss: 0.2596 248/2390 [==>...........................] - ETA: 20:10 - loss: 436.4647 - logits_profile_predictions_loss: 433.0387 - logcount_predictions_loss: 0.2595 249/2390 [==>...........................] - ETA: 20:09 - loss: 436.4653 - logits_profile_predictions_loss: 433.0395 - logcount_predictions_loss: 0.2595 250/2390 [==>...........................] - ETA: 20:09 - loss: 436.4651 - logits_profile_predictions_loss: 433.0396 - logcount_predictions_loss: 0.2595 251/2390 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logits_profile_predictions_loss: 433.0359 - logcount_predictions_loss: 0.2594 258/2390 [==>...........................] - ETA: 20:04 - loss: 436.4605 - logits_profile_predictions_loss: 433.0371 - logcount_predictions_loss: 0.2593 259/2390 [==>...........................] - ETA: 20:04 - loss: 436.4616 - logits_profile_predictions_loss: 433.0385 - logcount_predictions_loss: 0.2593 260/2390 [==>...........................] - ETA: 20:03 - loss: 436.4628 - logits_profile_predictions_loss: 433.0400 - logcount_predictions_loss: 0.2593 261/2390 [==>...........................] - ETA: 20:03 - loss: 436.4643 - logits_profile_predictions_loss: 433.0418 - logcount_predictions_loss: 0.2593 262/2390 [==>...........................] - ETA: 20:02 - loss: 436.4656 - logits_profile_predictions_loss: 433.0434 - logcount_predictions_loss: 0.2593 263/2390 [==>...........................] - ETA: 20:01 - loss: 436.4674 - logits_profile_predictions_loss: 433.0455 - logcount_predictions_loss: 0.2592 264/2390 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logits_profile_predictions_loss: 433.0630 - logcount_predictions_loss: 0.2591 271/2390 [==>...........................] - ETA: 19:57 - loss: 436.4831 - logits_profile_predictions_loss: 433.0638 - logcount_predictions_loss: 0.2590 272/2390 [==>...........................] - ETA: 19:56 - loss: 436.4837 - logits_profile_predictions_loss: 433.0646 - logcount_predictions_loss: 0.2590 273/2390 [==>...........................] - ETA: 19:56 - loss: 436.4837 - logits_profile_predictions_loss: 433.0650 - logcount_predictions_loss: 0.2590 274/2390 [==>...........................] - ETA: 19:55 - loss: 436.4837 - logits_profile_predictions_loss: 433.0653 - logcount_predictions_loss: 0.2590 275/2390 [==>...........................] - ETA: 19:54 - loss: 436.4837 - logits_profile_predictions_loss: 433.0657 - logcount_predictions_loss: 0.2589 276/2390 [==>...........................] - ETA: 19:54 - loss: 436.4842 - logits_profile_predictions_loss: 433.0665 - logcount_predictions_loss: 0.2589 277/2390 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[==>...........................] - ETA: 19:31 - loss: 436.4619 - logits_profile_predictions_loss: 433.0560 - logcount_predictions_loss: 0.2580 317/2390 [==>...........................] - ETA: 19:30 - loss: 436.4613 - logits_profile_predictions_loss: 433.0556 - logcount_predictions_loss: 0.2580 318/2390 [==>...........................] - ETA: 19:30 - loss: 436.4606 - logits_profile_predictions_loss: 433.0552 - logcount_predictions_loss: 0.2580 319/2390 [===>..........................] - ETA: 19:29 - loss: 436.4597 - logits_profile_predictions_loss: 433.0546 - logcount_predictions_loss: 0.2580 320/2390 [===>..........................] - ETA: 19:29 - loss: 436.4587 - logits_profile_predictions_loss: 433.0539 - logcount_predictions_loss: 0.2579 321/2390 [===>..........................] - ETA: 19:28 - loss: 436.4572 - logits_profile_predictions_loss: 433.0527 - logcount_predictions_loss: 0.2579 322/2390 [===>..........................] - ETA: 19:28 - loss: 436.4554 - 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[===>..........................] - ETA: 19:24 - loss: 436.4436 - logits_profile_predictions_loss: 433.0414 - logcount_predictions_loss: 0.2577 330/2390 [===>..........................] - ETA: 19:23 - loss: 436.4414 - logits_profile_predictions_loss: 433.0396 - logcount_predictions_loss: 0.2577 331/2390 [===>..........................] - ETA: 19:23 - loss: 436.4388 - logits_profile_predictions_loss: 433.0374 - logcount_predictions_loss: 0.2577 332/2390 [===>..........................] - ETA: 19:22 - loss: 436.4362 - logits_profile_predictions_loss: 433.0350 - logcount_predictions_loss: 0.2577 333/2390 [===>..........................] - ETA: 19:21 - loss: 436.4336 - logits_profile_predictions_loss: 433.0328 - logcount_predictions_loss: 0.2576 334/2390 [===>..........................] - ETA: 19:21 - loss: 436.4302 - logits_profile_predictions_loss: 433.0298 - logcount_predictions_loss: 0.2576 335/2390 [===>..........................] - ETA: 19:20 - loss: 436.4266 - 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2390/2390 [==============================] - 1410s 590ms/step - loss: 437.7769 - logits_profile_predictions_loss: 434.4351 - logcount_predictions_loss: 0.2532 - val_loss: 517.5979 - val_logits_profile_predictions_loss: 514.2453 - val_logcount_predictions_loss: 0.2540 + +Epoch 00008: val_loss did not improve from 515.86707 +Epoch 9/50 + 1/2390 [..............................] - ETA: 23:16 - loss: 423.6922 - logits_profile_predictions_loss: 421.2633 - logcount_predictions_loss: 0.1840 2/2390 [..............................] - ETA: 22:30 - loss: 414.6478 - logits_profile_predictions_loss: 412.1156 - logcount_predictions_loss: 0.1918 3/2390 [..............................] - ETA: 22:30 - loss: 409.4204 - logits_profile_predictions_loss: 406.7662 - logcount_predictions_loss: 0.2011 4/2390 [..............................] - ETA: 22:30 - loss: 409.4801 - logits_profile_predictions_loss: 406.8062 - logcount_predictions_loss: 0.2026 5/2390 [..............................] - ETA: 22:29 - loss: 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[..............................] - ETA: 22:25 - loss: 422.4027 - logits_profile_predictions_loss: 419.5225 - logcount_predictions_loss: 0.2182 13/2390 [..............................] - ETA: 22:24 - loss: 422.8567 - logits_profile_predictions_loss: 419.9637 - logcount_predictions_loss: 0.2192 14/2390 [..............................] - ETA: 22:24 - loss: 423.5829 - logits_profile_predictions_loss: 420.6731 - logcount_predictions_loss: 0.2204 15/2390 [..............................] - ETA: 22:23 - loss: 424.0733 - logits_profile_predictions_loss: 421.1480 - logcount_predictions_loss: 0.2216 16/2390 [..............................] - ETA: 22:22 - loss: 424.5918 - logits_profile_predictions_loss: 421.6563 - logcount_predictions_loss: 0.2224 17/2390 [..............................] - ETA: 22:22 - loss: 425.0165 - logits_profile_predictions_loss: 422.0571 - logcount_predictions_loss: 0.2242 18/2390 [..............................] - ETA: 22:21 - loss: 425.4680 - 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[..............................] - ETA: 22:17 - loss: 428.0377 - logits_profile_predictions_loss: 424.9698 - logcount_predictions_loss: 0.2324 26/2390 [..............................] - ETA: 22:17 - loss: 428.3422 - logits_profile_predictions_loss: 425.2646 - logcount_predictions_loss: 0.2332 27/2390 [..............................] - ETA: 22:16 - loss: 428.6982 - logits_profile_predictions_loss: 425.6123 - logcount_predictions_loss: 0.2338 28/2390 [..............................] - ETA: 22:15 - loss: 429.0043 - logits_profile_predictions_loss: 425.9095 - logcount_predictions_loss: 0.2344 29/2390 [..............................] - ETA: 22:15 - loss: 429.2704 - logits_profile_predictions_loss: 426.1674 - logcount_predictions_loss: 0.2351 30/2390 [..............................] - ETA: 22:14 - loss: 429.5318 - logits_profile_predictions_loss: 426.4211 - logcount_predictions_loss: 0.2357 31/2390 [..............................] - ETA: 22:14 - loss: 429.7971 - 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[..............................] - ETA: 22:10 - loss: 431.4990 - logits_profile_predictions_loss: 428.3520 - logcount_predictions_loss: 0.2384 39/2390 [..............................] - ETA: 22:09 - loss: 431.7050 - logits_profile_predictions_loss: 428.5527 - logcount_predictions_loss: 0.2388 40/2390 [..............................] - ETA: 22:09 - loss: 431.9085 - logits_profile_predictions_loss: 428.7516 - logcount_predictions_loss: 0.2392 41/2390 [..............................] - ETA: 22:08 - loss: 432.1298 - logits_profile_predictions_loss: 428.9688 - logcount_predictions_loss: 0.2395 42/2390 [..............................] - ETA: 22:07 - loss: 432.3506 - logits_profile_predictions_loss: 429.1855 - logcount_predictions_loss: 0.2398 43/2390 [..............................] - ETA: 22:07 - loss: 432.5729 - logits_profile_predictions_loss: 429.4039 - logcount_predictions_loss: 0.2401 44/2390 [..............................] - ETA: 22:06 - loss: 432.7815 - 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logits_profile_predictions_loss: 430.6343 - logcount_predictions_loss: 0.2588 214/2390 [=>............................] - ETA: 20:30 - loss: 434.0444 - logits_profile_predictions_loss: 430.6286 - logcount_predictions_loss: 0.2588 215/2390 [=>............................] - ETA: 20:29 - loss: 434.0397 - logits_profile_predictions_loss: 430.6240 - logcount_predictions_loss: 0.2588 216/2390 [=>............................] - ETA: 20:28 - loss: 434.0348 - logits_profile_predictions_loss: 430.6191 - logcount_predictions_loss: 0.2588 217/2390 [=>............................] - ETA: 20:28 - loss: 434.0299 - logits_profile_predictions_loss: 430.6142 - logcount_predictions_loss: 0.2588 218/2390 [=>............................] - ETA: 20:27 - loss: 434.0255 - logits_profile_predictions_loss: 430.6097 - logcount_predictions_loss: 0.2588 219/2390 [=>............................] - ETA: 20:27 - loss: 434.0225 - logits_profile_predictions_loss: 430.6068 - logcount_predictions_loss: 0.2588 220/2390 [=>............................] - ETA: 20:26 - loss: 434.0190 - logits_profile_predictions_loss: 430.6033 - logcount_predictions_loss: 0.2588 221/2390 [=>............................] - ETA: 20:26 - loss: 434.0149 - logits_profile_predictions_loss: 430.5992 - logcount_predictions_loss: 0.2588 222/2390 [=>............................] - ETA: 20:25 - loss: 434.0099 - logits_profile_predictions_loss: 430.5942 - logcount_predictions_loss: 0.2588 223/2390 [=>............................] - ETA: 20:25 - loss: 434.0049 - logits_profile_predictions_loss: 430.5892 - logcount_predictions_loss: 0.2588 224/2390 [=>............................] - ETA: 20:24 - loss: 434.0002 - logits_profile_predictions_loss: 430.5845 - logcount_predictions_loss: 0.2588 225/2390 [=>............................] - ETA: 20:23 - loss: 433.9962 - logits_profile_predictions_loss: 430.5804 - logcount_predictions_loss: 0.2588 226/2390 [=>............................] - ETA: 20:23 - loss: 433.9927 - logits_profile_predictions_loss: 430.5769 - logcount_predictions_loss: 0.2588 227/2390 [=>............................] - ETA: 20:22 - loss: 433.9892 - logits_profile_predictions_loss: 430.5734 - logcount_predictions_loss: 0.2588 228/2390 [=>............................] - ETA: 20:22 - loss: 433.9856 - logits_profile_predictions_loss: 430.5697 - logcount_predictions_loss: 0.2588 229/2390 [=>............................] - ETA: 20:21 - loss: 433.9819 - logits_profile_predictions_loss: 430.5660 - logcount_predictions_loss: 0.2588 230/2390 [=>............................] - ETA: 20:21 - loss: 433.9785 - logits_profile_predictions_loss: 430.5626 - logcount_predictions_loss: 0.2588 231/2390 [=>............................] - ETA: 20:20 - loss: 433.9759 - logits_profile_predictions_loss: 430.5598 - logcount_predictions_loss: 0.2588 232/2390 [=>............................] - ETA: 20:19 - loss: 433.9734 - logits_profile_predictions_loss: 430.5573 - logcount_predictions_loss: 0.2588 233/2390 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[==>...........................] - ETA: 20:11 - loss: 433.9589 - logits_profile_predictions_loss: 430.5419 - logcount_predictions_loss: 0.2589 247/2390 [==>...........................] - ETA: 20:11 - loss: 433.9574 - logits_profile_predictions_loss: 430.5404 - logcount_predictions_loss: 0.2589 248/2390 [==>...........................] - ETA: 20:10 - loss: 433.9572 - logits_profile_predictions_loss: 430.5401 - logcount_predictions_loss: 0.2589 249/2390 [==>...........................] - ETA: 20:10 - loss: 433.9570 - logits_profile_predictions_loss: 430.5399 - logcount_predictions_loss: 0.2589 250/2390 [==>...........................] - ETA: 20:09 - loss: 433.9582 - logits_profile_predictions_loss: 430.5411 - logcount_predictions_loss: 0.2589 251/2390 [==>...........................] - ETA: 20:09 - loss: 433.9584 - logits_profile_predictions_loss: 430.5413 - logcount_predictions_loss: 0.2589 252/2390 [==>...........................] - ETA: 20:08 - loss: 433.9589 - 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[==>...........................] - ETA: 20:04 - loss: 433.9677 - logits_profile_predictions_loss: 430.5505 - logcount_predictions_loss: 0.2589 260/2390 [==>...........................] - ETA: 20:03 - loss: 433.9681 - logits_profile_predictions_loss: 430.5508 - logcount_predictions_loss: 0.2589 261/2390 [==>...........................] - ETA: 20:03 - loss: 433.9685 - logits_profile_predictions_loss: 430.5513 - logcount_predictions_loss: 0.2589 262/2390 [==>...........................] - ETA: 20:02 - loss: 433.9678 - logits_profile_predictions_loss: 430.5506 - logcount_predictions_loss: 0.2589 263/2390 [==>...........................] - ETA: 20:02 - loss: 433.9672 - logits_profile_predictions_loss: 430.5501 - logcount_predictions_loss: 0.2589 264/2390 [==>...........................] - ETA: 20:01 - loss: 433.9661 - logits_profile_predictions_loss: 430.5490 - logcount_predictions_loss: 0.2589 265/2390 [==>...........................] - ETA: 20:01 - loss: 433.9647 - 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[==>...........................] - ETA: 19:57 - loss: 433.9563 - logits_profile_predictions_loss: 430.5397 - logcount_predictions_loss: 0.2588 273/2390 [==>...........................] - ETA: 19:56 - loss: 433.9548 - logits_profile_predictions_loss: 430.5383 - logcount_predictions_loss: 0.2588 274/2390 [==>...........................] - ETA: 19:55 - loss: 433.9536 - logits_profile_predictions_loss: 430.5373 - logcount_predictions_loss: 0.2588 275/2390 [==>...........................] - ETA: 19:55 - loss: 433.9533 - logits_profile_predictions_loss: 430.5370 - logcount_predictions_loss: 0.2588 276/2390 [==>...........................] - ETA: 19:54 - loss: 433.9537 - logits_profile_predictions_loss: 430.5376 - logcount_predictions_loss: 0.2588 277/2390 [==>...........................] - ETA: 19:54 - loss: 433.9541 - logits_profile_predictions_loss: 430.5381 - logcount_predictions_loss: 0.2588 278/2390 [==>...........................] - ETA: 19:53 - loss: 433.9537 - 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[==>...........................] - ETA: 19:49 - loss: 433.9612 - logits_profile_predictions_loss: 430.5465 - logcount_predictions_loss: 0.2587 286/2390 [==>...........................] - ETA: 19:49 - loss: 433.9637 - logits_profile_predictions_loss: 430.5492 - logcount_predictions_loss: 0.2587 287/2390 [==>...........................] - ETA: 19:48 - loss: 433.9656 - logits_profile_predictions_loss: 430.5512 - logcount_predictions_loss: 0.2587 288/2390 [==>...........................] - ETA: 19:48 - loss: 433.9672 - logits_profile_predictions_loss: 430.5530 - logcount_predictions_loss: 0.2587 289/2390 [==>...........................] - ETA: 19:47 - loss: 433.9683 - logits_profile_predictions_loss: 430.5544 - logcount_predictions_loss: 0.2586 290/2390 [==>...........................] - ETA: 19:46 - loss: 433.9693 - logits_profile_predictions_loss: 430.5555 - logcount_predictions_loss: 0.2586 291/2390 [==>...........................] - ETA: 19:46 - loss: 433.9698 - 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[==>...........................] - ETA: 19:42 - loss: 433.9766 - logits_profile_predictions_loss: 430.5644 - logcount_predictions_loss: 0.2585 299/2390 [==>...........................] - ETA: 19:41 - loss: 433.9773 - logits_profile_predictions_loss: 430.5653 - logcount_predictions_loss: 0.2585 300/2390 [==>...........................] - ETA: 19:41 - loss: 433.9776 - logits_profile_predictions_loss: 430.5658 - logcount_predictions_loss: 0.2585 301/2390 [==>...........................] - ETA: 19:40 - loss: 433.9775 - logits_profile_predictions_loss: 430.5659 - logcount_predictions_loss: 0.2585 302/2390 [==>...........................] - ETA: 19:40 - loss: 433.9774 - logits_profile_predictions_loss: 430.5659 - logcount_predictions_loss: 0.2584 303/2390 [==>...........................] - ETA: 19:39 - loss: 433.9773 - logits_profile_predictions_loss: 430.5660 - logcount_predictions_loss: 0.2584 304/2390 [==>...........................] - ETA: 19:38 - loss: 433.9777 - 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[==>...........................] - ETA: 19:34 - loss: 433.9812 - logits_profile_predictions_loss: 430.5714 - logcount_predictions_loss: 0.2583 312/2390 [==>...........................] - ETA: 19:34 - loss: 433.9823 - logits_profile_predictions_loss: 430.5727 - logcount_predictions_loss: 0.2583 313/2390 [==>...........................] - ETA: 19:33 - loss: 433.9831 - logits_profile_predictions_loss: 430.5737 - logcount_predictions_loss: 0.2583 314/2390 [==>...........................] - ETA: 19:33 - loss: 433.9839 - logits_profile_predictions_loss: 430.5746 - logcount_predictions_loss: 0.2583 315/2390 [==>...........................] - ETA: 19:32 - loss: 433.9848 - logits_profile_predictions_loss: 430.5756 - logcount_predictions_loss: 0.2583 316/2390 [==>...........................] - ETA: 19:32 - loss: 433.9857 - logits_profile_predictions_loss: 430.5767 - logcount_predictions_loss: 0.2583 317/2390 [==>...........................] - ETA: 19:31 - loss: 433.9867 - logits_profile_predictions_loss: 430.5778 - logcount_predictions_loss: 0.2583 318/2390 [==>...........................] - ETA: 19:30 - loss: 433.9869 - logits_profile_predictions_loss: 430.5782 - logcount_predictions_loss: 0.2582 319/2390 [===>..........................] - ETA: 19:30 - loss: 433.9875 - logits_profile_predictions_loss: 430.5789 - logcount_predictions_loss: 0.2582 320/2390 [===>..........................] - ETA: 19:29 - loss: 433.9880 - logits_profile_predictions_loss: 430.5795 - logcount_predictions_loss: 0.2582 321/2390 [===>..........................] - ETA: 19:29 - loss: 433.9880 - logits_profile_predictions_loss: 430.5796 - logcount_predictions_loss: 0.2582 322/2390 [===>..........................] - ETA: 19:28 - loss: 433.9881 - logits_profile_predictions_loss: 430.5799 - logcount_predictions_loss: 0.2582 323/2390 [===>..........................] - ETA: 19:28 - loss: 433.9880 - logits_profile_predictions_loss: 430.5799 - logcount_predictions_loss: 0.2582 324/2390 [===>..........................] - ETA: 19:27 - loss: 433.9873 - logits_profile_predictions_loss: 430.5794 - logcount_predictions_loss: 0.2582 325/2390 [===>..........................] - ETA: 19:26 - loss: 433.9864 - logits_profile_predictions_loss: 430.5786 - logcount_predictions_loss: 0.2582 326/2390 [===>..........................] - ETA: 19:26 - loss: 433.9855 - logits_profile_predictions_loss: 430.5778 - logcount_predictions_loss: 0.2582 327/2390 [===>..........................] - ETA: 19:25 - loss: 433.9839 - logits_profile_predictions_loss: 430.5764 - logcount_predictions_loss: 0.2582 328/2390 [===>..........................] - ETA: 19:25 - loss: 433.9820 - logits_profile_predictions_loss: 430.5746 - logcount_predictions_loss: 0.2581 329/2390 [===>..........................] - ETA: 19:24 - loss: 433.9805 - logits_profile_predictions_loss: 430.5731 - logcount_predictions_loss: 0.2581 330/2390 [===>..........................] - ETA: 19:24 - loss: 433.9788 - logits_profile_predictions_loss: 430.5715 - logcount_predictions_loss: 0.2581 331/2390 [===>..........................] - ETA: 19:23 - loss: 433.9769 - logits_profile_predictions_loss: 430.5698 - logcount_predictions_loss: 0.2581 332/2390 [===>..........................] - ETA: 19:22 - loss: 433.9752 - logits_profile_predictions_loss: 430.5682 - logcount_predictions_loss: 0.2581 333/2390 [===>..........................] - ETA: 19:22 - loss: 433.9739 - logits_profile_predictions_loss: 430.5670 - logcount_predictions_loss: 0.2581 334/2390 [===>..........................] - ETA: 19:21 - loss: 433.9729 - logits_profile_predictions_loss: 430.5661 - logcount_predictions_loss: 0.2581 335/2390 [===>..........................] - ETA: 19:21 - loss: 433.9721 - logits_profile_predictions_loss: 430.5654 - logcount_predictions_loss: 0.2581 336/2390 [===>..........................] - ETA: 19:20 - loss: 433.9712 - logits_profile_predictions_loss: 430.5647 - logcount_predictions_loss: 0.2581 337/2390 [===>..........................] - ETA: 19:20 - loss: 433.9702 - logits_profile_predictions_loss: 430.5638 - logcount_predictions_loss: 0.2581 338/2390 [===>..........................] - ETA: 19:19 - loss: 433.9694 - logits_profile_predictions_loss: 430.5631 - logcount_predictions_loss: 0.2581 339/2390 [===>..........................] - ETA: 19:18 - loss: 433.9692 - logits_profile_predictions_loss: 430.5631 - logcount_predictions_loss: 0.2580 340/2390 [===>..........................] - ETA: 19:18 - loss: 433.9691 - logits_profile_predictions_loss: 430.5630 - logcount_predictions_loss: 0.2580 341/2390 [===>..........................] - ETA: 19:17 - loss: 433.9685 - logits_profile_predictions_loss: 430.5626 - logcount_predictions_loss: 0.2580 342/2390 [===>..........................] - ETA: 19:17 - loss: 433.9679 - logits_profile_predictions_loss: 430.5621 - logcount_predictions_loss: 0.2580 343/2390 [===>..........................] - ETA: 19:16 - loss: 433.9678 - logits_profile_predictions_loss: 430.5621 - logcount_predictions_loss: 0.2580 344/2390 [===>..........................] - ETA: 19:16 - loss: 433.9683 - logits_profile_predictions_loss: 430.5628 - logcount_predictions_loss: 0.2580 345/2390 [===>..........................] - ETA: 19:15 - loss: 433.9682 - logits_profile_predictions_loss: 430.5628 - logcount_predictions_loss: 0.2580 346/2390 [===>..........................] - ETA: 19:14 - loss: 433.9683 - logits_profile_predictions_loss: 430.5630 - logcount_predictions_loss: 0.2580 347/2390 [===>..........................] - ETA: 19:14 - loss: 433.9680 - logits_profile_predictions_loss: 430.5629 - logcount_predictions_loss: 0.2580 348/2390 [===>..........................] - ETA: 19:13 - loss: 433.9678 - logits_profile_predictions_loss: 430.5628 - logcount_predictions_loss: 0.2580 349/2390 [===>..........................] - ETA: 19:13 - loss: 433.9672 - logits_profile_predictions_loss: 430.5623 - logcount_predictions_loss: 0.2579 350/2390 [===>..........................] - ETA: 19:12 - loss: 433.9670 - logits_profile_predictions_loss: 430.5623 - logcount_predictions_loss: 0.2579 351/2390 [===>..........................] - ETA: 19:12 - loss: 433.9666 - logits_profile_predictions_loss: 430.5621 - logcount_predictions_loss: 0.2579 352/2390 [===>..........................] - ETA: 19:11 - loss: 433.9664 - logits_profile_predictions_loss: 430.5619 - logcount_predictions_loss: 0.2579 353/2390 [===>..........................] - ETA: 19:10 - loss: 433.9664 - logits_profile_predictions_loss: 430.5621 - logcount_predictions_loss: 0.2579 354/2390 [===>..........................] - ETA: 19:10 - loss: 433.9662 - logits_profile_predictions_loss: 430.5620 - logcount_predictions_loss: 0.2579 355/2390 [===>..........................] - ETA: 19:09 - loss: 433.9662 - logits_profile_predictions_loss: 430.5622 - logcount_predictions_loss: 0.2579 356/2390 [===>..........................] - ETA: 19:09 - loss: 433.9664 - logits_profile_predictions_loss: 430.5625 - logcount_predictions_loss: 0.2579 357/2390 [===>..........................] - ETA: 19:08 - loss: 433.9665 - logits_profile_predictions_loss: 430.5628 - logcount_predictions_loss: 0.2579 358/2390 [===>..........................] - ETA: 19:08 - loss: 433.9670 - logits_profile_predictions_loss: 430.5633 - logcount_predictions_loss: 0.2579 359/2390 [===>..........................] - ETA: 19:07 - loss: 433.9677 - logits_profile_predictions_loss: 430.5642 - logcount_predictions_loss: 0.2578 360/2390 [===>..........................] - ETA: 19:06 - loss: 433.9683 - logits_profile_predictions_loss: 430.5649 - logcount_predictions_loss: 0.2578 361/2390 [===>..........................] - ETA: 19:06 - loss: 433.9689 - logits_profile_predictions_loss: 430.5657 - logcount_predictions_loss: 0.2578 362/2390 [===>..........................] - ETA: 19:05 - loss: 433.9693 - logits_profile_predictions_loss: 430.5661 - logcount_predictions_loss: 0.2578 363/2390 [===>..........................] - ETA: 19:05 - loss: 433.9695 - logits_profile_predictions_loss: 430.5665 - logcount_predictions_loss: 0.2578 364/2390 [===>..........................] - ETA: 19:04 - loss: 433.9697 - logits_profile_predictions_loss: 430.5668 - logcount_predictions_loss: 0.2578 365/2390 [===>..........................] - ETA: 19:04 - loss: 433.9702 - logits_profile_predictions_loss: 430.5675 - logcount_predictions_loss: 0.2578 366/2390 [===>..........................] - ETA: 19:03 - loss: 433.9703 - logits_profile_predictions_loss: 430.5677 - logcount_predictions_loss: 0.2578 367/2390 [===>..........................] - ETA: 19:03 - loss: 433.9709 - logits_profile_predictions_loss: 430.5685 - logcount_predictions_loss: 0.2578 368/2390 [===>..........................] - ETA: 19:02 - loss: 433.9715 - logits_profile_predictions_loss: 430.5691 - logcount_predictions_loss: 0.2578 369/2390 [===>..........................] - ETA: 19:01 - loss: 433.9724 - logits_profile_predictions_loss: 430.5702 - logcount_predictions_loss: 0.2577 370/2390 [===>..........................] - ETA: 19:01 - loss: 433.9735 - logits_profile_predictions_loss: 430.5715 - logcount_predictions_loss: 0.2577 371/2390 [===>..........................] - ETA: 19:00 - loss: 433.9745 - logits_profile_predictions_loss: 430.5725 - logcount_predictions_loss: 0.2577 372/2390 [===>..........................] - ETA: 19:00 - loss: 433.9752 - logits_profile_predictions_loss: 430.5734 - logcount_predictions_loss: 0.2577 373/2390 [===>..........................] - ETA: 18:59 - loss: 433.9758 - logits_profile_predictions_loss: 430.5742 - logcount_predictions_loss: 0.2577 374/2390 [===>..........................] - ETA: 18:59 - loss: 433.9762 - logits_profile_predictions_loss: 430.5747 - logcount_predictions_loss: 0.2577 375/2390 [===>..........................] - ETA: 18:58 - loss: 433.9766 - logits_profile_predictions_loss: 430.5753 - logcount_predictions_loss: 0.2577 376/2390 [===>..........................] - ETA: 18:57 - loss: 433.9770 - logits_profile_predictions_loss: 430.5758 - logcount_predictions_loss: 0.2577 377/2390 [===>..........................] - ETA: 18:57 - loss: 433.9776 - logits_profile_predictions_loss: 430.5766 - logcount_predictions_loss: 0.2577 378/2390 [===>..........................] - ETA: 18:56 - loss: 433.9782 - logits_profile_predictions_loss: 430.5774 - logcount_predictions_loss: 0.2576 379/2390 [===>..........................] - ETA: 18:56 - loss: 433.9787 - logits_profile_predictions_loss: 430.5781 - logcount_predictions_loss: 0.2576 380/2390 [===>..........................] - ETA: 18:55 - loss: 433.9791 - logits_profile_predictions_loss: 430.5787 - logcount_predictions_loss: 0.2576 381/2390 [===>..........................] - ETA: 18:55 - loss: 433.9801 - logits_profile_predictions_loss: 430.5799 - logcount_predictions_loss: 0.2576 382/2390 [===>..........................] - ETA: 18:54 - loss: 433.9810 - logits_profile_predictions_loss: 430.5809 - logcount_predictions_loss: 0.2576 384/2390 [===>..........................] - ETA: 18:50 - loss: 433.9825 - logits_profile_predictions_loss: 430.5828 - logcount_predictions_loss: 0.2576 385/2390 [===>..........................] - ETA: 18:50 - loss: 433.9837 - logits_profile_predictions_loss: 430.5842 - logcount_predictions_loss: 0.2575 386/2390 [===>..........................] - ETA: 18:49 - loss: 433.9852 - logits_profile_predictions_loss: 430.5858 - logcount_predictions_loss: 0.2575 387/2390 [===>..........................] - ETA: 18:48 - loss: 433.9863 - logits_profile_predictions_loss: 430.5871 - logcount_predictions_loss: 0.2575 388/2390 [===>..........................] - ETA: 18:48 - loss: 433.9874 - logits_profile_predictions_loss: 430.5884 - logcount_predictions_loss: 0.2575 389/2390 [===>..........................] - ETA: 18:47 - loss: 433.9885 - logits_profile_predictions_loss: 430.5896 - logcount_predictions_loss: 0.2575 390/2390 [===>..........................] - ETA: 18:47 - loss: 433.9897 - logits_profile_predictions_loss: 430.5910 - logcount_predictions_loss: 0.2575 391/2390 [===>..........................] - ETA: 18:46 - loss: 433.9911 - logits_profile_predictions_loss: 430.5925 - logcount_predictions_loss: 0.2575 392/2390 [===>..........................] - ETA: 18:46 - loss: 433.9922 - logits_profile_predictions_loss: 430.5938 - logcount_predictions_loss: 0.2575 393/2390 [===>..........................] - ETA: 18:45 - loss: 433.9932 - logits_profile_predictions_loss: 430.5949 - logcount_predictions_loss: 0.2574 394/2390 [===>..........................] - ETA: 18:45 - loss: 433.9942 - logits_profile_predictions_loss: 430.5960 - logcount_predictions_loss: 0.2574 395/2390 [===>..........................] - ETA: 18:44 - loss: 433.9949 - logits_profile_predictions_loss: 430.5969 - logcount_predictions_loss: 0.2574 396/2390 [===>..........................] - ETA: 18:43 - loss: 433.9958 - logits_profile_predictions_loss: 430.5979 - logcount_predictions_loss: 0.2574 397/2390 [===>..........................] - ETA: 18:43 - loss: 433.9968 - logits_profile_predictions_loss: 430.5991 - logcount_predictions_loss: 0.2574 398/2390 [===>..........................] - ETA: 18:42 - loss: 433.9975 - logits_profile_predictions_loss: 430.5999 - logcount_predictions_loss: 0.2574 399/2390 [====>.........................] - ETA: 18:42 - loss: 433.9978 - logits_profile_predictions_loss: 430.6003 - logcount_predictions_loss: 0.2574 400/2390 [====>.........................] - ETA: 18:41 - loss: 433.9980 - logits_profile_predictions_loss: 430.6008 - logcount_predictions_loss: 0.2574 401/2390 [====>.........................] - ETA: 18:41 - loss: 433.9983 - logits_profile_predictions_loss: 430.6012 - logcount_predictions_loss: 0.2574 402/2390 [====>.........................] - ETA: 18:40 - loss: 433.9982 - logits_profile_predictions_loss: 430.6012 - logcount_predictions_loss: 0.2573 403/2390 [====>.........................] - ETA: 18:39 - loss: 433.9983 - logits_profile_predictions_loss: 430.6015 - logcount_predictions_loss: 0.2573 404/2390 [====>.........................] - ETA: 18:39 - loss: 433.9979 - logits_profile_predictions_loss: 430.6011 - logcount_predictions_loss: 0.2573 405/2390 [====>.........................] - ETA: 18:38 - loss: 433.9973 - logits_profile_predictions_loss: 430.6006 - logcount_predictions_loss: 0.2573 406/2390 [====>.........................] - ETA: 18:38 - loss: 433.9968 - logits_profile_predictions_loss: 430.6002 - logcount_predictions_loss: 0.2573 407/2390 [====>.........................] - ETA: 18:37 - loss: 433.9961 - logits_profile_predictions_loss: 430.5996 - logcount_predictions_loss: 0.2573 408/2390 [====>.........................] - ETA: 18:37 - loss: 433.9958 - logits_profile_predictions_loss: 430.5994 - logcount_predictions_loss: 0.2573 409/2390 [====>.........................] - ETA: 18:36 - loss: 433.9959 - logits_profile_predictions_loss: 430.5996 - logcount_predictions_loss: 0.2573 410/2390 [====>.........................] - ETA: 18:36 - loss: 433.9958 - logits_profile_predictions_loss: 430.5996 - logcount_predictions_loss: 0.2573 411/2390 [====>.........................] - ETA: 18:35 - loss: 433.9956 - logits_profile_predictions_loss: 430.5995 - logcount_predictions_loss: 0.2573 412/2390 [====>.........................] - ETA: 18:34 - loss: 433.9954 - logits_profile_predictions_loss: 430.5993 - logcount_predictions_loss: 0.2573 413/2390 [====>.........................] - ETA: 18:34 - loss: 433.9953 - logits_profile_predictions_loss: 430.5993 - logcount_predictions_loss: 0.2573 414/2390 [====>.........................] - ETA: 18:33 - loss: 433.9954 - logits_profile_predictions_loss: 430.5995 - logcount_predictions_loss: 0.2573 415/2390 [====>.........................] - ETA: 18:33 - loss: 433.9951 - logits_profile_predictions_loss: 430.5993 - logcount_predictions_loss: 0.2573 416/2390 [====>.........................] - ETA: 18:32 - loss: 433.9950 - logits_profile_predictions_loss: 430.5993 - logcount_predictions_loss: 0.2573 417/2390 [====>.........................] - ETA: 18:32 - loss: 433.9949 - logits_profile_predictions_loss: 430.5992 - logcount_predictions_loss: 0.2572 418/2390 [====>.........................] - ETA: 18:31 - loss: 433.9950 - logits_profile_predictions_loss: 430.5995 - logcount_predictions_loss: 0.2572 419/2390 [====>.........................] - ETA: 18:30 - loss: 433.9950 - logits_profile_predictions_loss: 430.5995 - logcount_predictions_loss: 0.2572 420/2390 [====>.........................] - ETA: 18:30 - loss: 433.9950 - logits_profile_predictions_loss: 430.5997 - logcount_predictions_loss: 0.2572 421/2390 [====>.........................] - ETA: 18:29 - loss: 433.9951 - logits_profile_predictions_loss: 430.5998 - logcount_predictions_loss: 0.2572 422/2390 [====>.........................] - ETA: 18:29 - loss: 433.9952 - logits_profile_predictions_loss: 430.6000 - logcount_predictions_loss: 0.2572 423/2390 [====>.........................] - ETA: 18:28 - loss: 433.9951 - logits_profile_predictions_loss: 430.6000 - logcount_predictions_loss: 0.2572 424/2390 [====>.........................] - ETA: 18:28 - loss: 433.9953 - logits_profile_predictions_loss: 430.6002 - logcount_predictions_loss: 0.2572 425/2390 [====>.........................] - ETA: 18:27 - loss: 433.9955 - logits_profile_predictions_loss: 430.6006 - logcount_predictions_loss: 0.2572 426/2390 [====>.........................] - ETA: 18:27 - loss: 433.9955 - logits_profile_predictions_loss: 430.6006 - logcount_predictions_loss: 0.2572 427/2390 [====>.........................] - ETA: 18:26 - loss: 433.9954 - logits_profile_predictions_loss: 430.6006 - logcount_predictions_loss: 0.2572 428/2390 [====>.........................] - ETA: 18:25 - loss: 433.9952 - logits_profile_predictions_loss: 430.6005 - logcount_predictions_loss: 0.2572 429/2390 [====>.........................] - ETA: 18:25 - loss: 433.9949 - logits_profile_predictions_loss: 430.6003 - logcount_predictions_loss: 0.2572 430/2390 [====>.........................] - ETA: 18:24 - loss: 433.9944 - logits_profile_predictions_loss: 430.5999 - logcount_predictions_loss: 0.2572 431/2390 [====>.........................] - ETA: 18:24 - loss: 433.9941 - logits_profile_predictions_loss: 430.5996 - logcount_predictions_loss: 0.2572 432/2390 [====>.........................] - ETA: 18:23 - loss: 433.9937 - logits_profile_predictions_loss: 430.5993 - logcount_predictions_loss: 0.2571 433/2390 [====>.........................] - ETA: 18:23 - loss: 433.9934 - logits_profile_predictions_loss: 430.5991 - logcount_predictions_loss: 0.2571 434/2390 [====>.........................] - ETA: 18:22 - loss: 433.9933 - logits_profile_predictions_loss: 430.5991 - logcount_predictions_loss: 0.2571 435/2390 [====>.........................] - ETA: 18:22 - loss: 433.9936 - logits_profile_predictions_loss: 430.5994 - logcount_predictions_loss: 0.2571 436/2390 [====>.........................] - ETA: 18:21 - loss: 433.9937 - logits_profile_predictions_loss: 430.5997 - logcount_predictions_loss: 0.2571 437/2390 [====>.........................] - ETA: 18:20 - loss: 433.9939 - logits_profile_predictions_loss: 430.6000 - logcount_predictions_loss: 0.2571 438/2390 [====>.........................] - ETA: 18:20 - loss: 433.9942 - logits_profile_predictions_loss: 430.6003 - logcount_predictions_loss: 0.2571 439/2390 [====>.........................] - ETA: 18:19 - loss: 433.9944 - logits_profile_predictions_loss: 430.6007 - logcount_predictions_loss: 0.2571 440/2390 [====>.........................] - ETA: 18:19 - loss: 433.9944 - logits_profile_predictions_loss: 430.6007 - logcount_predictions_loss: 0.2571 441/2390 [====>.........................] - ETA: 18:18 - loss: 433.9944 - logits_profile_predictions_loss: 430.6008 - logcount_predictions_loss: 0.2571 442/2390 [====>.........................] - ETA: 18:18 - loss: 433.9944 - logits_profile_predictions_loss: 430.6009 - logcount_predictions_loss: 0.2571 443/2390 [====>.........................] - ETA: 18:17 - loss: 433.9940 - logits_profile_predictions_loss: 430.6006 - logcount_predictions_loss: 0.2571 444/2390 [====>.........................] - ETA: 18:17 - loss: 433.9937 - logits_profile_predictions_loss: 430.6004 - logcount_predictions_loss: 0.2571 445/2390 [====>.........................] - ETA: 18:16 - loss: 433.9935 - logits_profile_predictions_loss: 430.6003 - logcount_predictions_loss: 0.2571 446/2390 [====>.........................] - ETA: 18:15 - loss: 433.9933 - logits_profile_predictions_loss: 430.6002 - logcount_predictions_loss: 0.2571 447/2390 [====>.........................] - ETA: 18:15 - loss: 433.9931 - logits_profile_predictions_loss: 430.6001 - logcount_predictions_loss: 0.2570 448/2390 [====>.........................] - ETA: 18:14 - loss: 433.9929 - logits_profile_predictions_loss: 430.5999 - logcount_predictions_loss: 0.2570 449/2390 [====>.........................] - ETA: 18:14 - loss: 433.9928 - logits_profile_predictions_loss: 430.5999 - logcount_predictions_loss: 0.2570 450/2390 [====>.........................] - ETA: 18:13 - loss: 433.9928 - logits_profile_predictions_loss: 430.6001 - logcount_predictions_loss: 0.2570 451/2390 [====>.........................] - ETA: 18:13 - loss: 433.9935 - logits_profile_predictions_loss: 430.6008 - logcount_predictions_loss: 0.2570 452/2390 [====>.........................] - ETA: 18:12 - loss: 433.9938 - logits_profile_predictions_loss: 430.6012 - logcount_predictions_loss: 0.2570 453/2390 [====>.........................] - ETA: 18:11 - loss: 433.9941 - logits_profile_predictions_loss: 430.6016 - logcount_predictions_loss: 0.2570 454/2390 [====>.........................] - ETA: 18:11 - loss: 433.9942 - logits_profile_predictions_loss: 430.6019 - logcount_predictions_loss: 0.2570 455/2390 [====>.........................] - ETA: 18:10 - loss: 433.9941 - logits_profile_predictions_loss: 430.6018 - logcount_predictions_loss: 0.2570 456/2390 [====>.........................] - ETA: 18:10 - loss: 433.9939 - logits_profile_predictions_loss: 430.6018 - logcount_predictions_loss: 0.2570 457/2390 [====>.........................] - ETA: 18:09 - loss: 433.9940 - logits_profile_predictions_loss: 430.6019 - logcount_predictions_loss: 0.2570 458/2390 [====>.........................] - ETA: 18:09 - loss: 433.9940 - logits_profile_predictions_loss: 430.6020 - logcount_predictions_loss: 0.2570 459/2390 [====>.........................] - ETA: 18:08 - loss: 433.9936 - logits_profile_predictions_loss: 430.6017 - logcount_predictions_loss: 0.2570 460/2390 [====>.........................] - ETA: 18:08 - loss: 433.9933 - logits_profile_predictions_loss: 430.6015 - logcount_predictions_loss: 0.2570 461/2390 [====>.........................] - ETA: 18:07 - loss: 433.9927 - logits_profile_predictions_loss: 430.6010 - logcount_predictions_loss: 0.2569 462/2390 [====>.........................] - ETA: 18:06 - loss: 433.9923 - logits_profile_predictions_loss: 430.6007 - logcount_predictions_loss: 0.2569 463/2390 [====>.........................] - ETA: 18:06 - loss: 433.9918 - logits_profile_predictions_loss: 430.6003 - logcount_predictions_loss: 0.2569 464/2390 [====>.........................] - ETA: 18:05 - loss: 433.9911 - logits_profile_predictions_loss: 430.5997 - logcount_predictions_loss: 0.2569 465/2390 [====>.........................] - ETA: 18:05 - loss: 433.9904 - logits_profile_predictions_loss: 430.5990 - logcount_predictions_loss: 0.2569 466/2390 [====>.........................] - ETA: 18:04 - loss: 433.9896 - logits_profile_predictions_loss: 430.5984 - logcount_predictions_loss: 0.2569 467/2390 [====>.........................] - ETA: 18:04 - loss: 433.9891 - logits_profile_predictions_loss: 430.5980 - logcount_predictions_loss: 0.2569 468/2390 [====>.........................] - ETA: 18:03 - loss: 433.9886 - logits_profile_predictions_loss: 430.5975 - logcount_predictions_loss: 0.2569 469/2390 [====>.........................] - ETA: 18:03 - loss: 433.9881 - logits_profile_predictions_loss: 430.5972 - logcount_predictions_loss: 0.2569 470/2390 [====>.........................] - ETA: 18:02 - loss: 433.9878 - logits_profile_predictions_loss: 430.5970 - logcount_predictions_loss: 0.2569 471/2390 [====>.........................] - ETA: 18:01 - loss: 433.9878 - logits_profile_predictions_loss: 430.5971 - logcount_predictions_loss: 0.2569 472/2390 [====>.........................] - ETA: 18:01 - loss: 433.9876 - logits_profile_predictions_loss: 430.5969 - logcount_predictions_loss: 0.2569 473/2390 [====>.........................] - ETA: 18:00 - loss: 433.9874 - logits_profile_predictions_loss: 430.5969 - logcount_predictions_loss: 0.2569 474/2390 [====>.........................] - ETA: 18:00 - loss: 433.9872 - 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[=====>........................] - ETA: 17:34 - loss: 433.9835 - logits_profile_predictions_loss: 430.5966 - logcount_predictions_loss: 0.2566 521/2390 [=====>........................] - ETA: 17:33 - loss: 433.9840 - logits_profile_predictions_loss: 430.5971 - logcount_predictions_loss: 0.2566 522/2390 [=====>........................] - ETA: 17:33 - loss: 433.9845 - logits_profile_predictions_loss: 430.5977 - logcount_predictions_loss: 0.2566 523/2390 [=====>........................] - ETA: 17:32 - loss: 433.9851 - logits_profile_predictions_loss: 430.5984 - logcount_predictions_loss: 0.2566 524/2390 [=====>........................] - ETA: 17:32 - loss: 433.9856 - logits_profile_predictions_loss: 430.5990 - logcount_predictions_loss: 0.2566 525/2390 [=====>........................] - ETA: 17:31 - loss: 433.9860 - logits_profile_predictions_loss: 430.5995 - logcount_predictions_loss: 0.2566 526/2390 [=====>........................] - ETA: 17:31 - loss: 433.9868 - 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[=====>........................] - ETA: 17:27 - loss: 433.9921 - logits_profile_predictions_loss: 430.6062 - logcount_predictions_loss: 0.2565 534/2390 [=====>........................] - ETA: 17:26 - loss: 433.9927 - logits_profile_predictions_loss: 430.6069 - logcount_predictions_loss: 0.2565 535/2390 [=====>........................] - ETA: 17:25 - loss: 433.9932 - logits_profile_predictions_loss: 430.6075 - logcount_predictions_loss: 0.2565 536/2390 [=====>........................] - ETA: 17:25 - loss: 433.9936 - logits_profile_predictions_loss: 430.6080 - logcount_predictions_loss: 0.2565 537/2390 [=====>........................] - ETA: 17:24 - loss: 433.9940 - logits_profile_predictions_loss: 430.6084 - logcount_predictions_loss: 0.2565 538/2390 [=====>........................] - ETA: 17:24 - loss: 433.9945 - logits_profile_predictions_loss: 430.6090 - logcount_predictions_loss: 0.2565 539/2390 [=====>........................] - ETA: 17:23 - loss: 433.9951 - 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[=====>........................] - ETA: 17:19 - loss: 434.0007 - logits_profile_predictions_loss: 430.6158 - logcount_predictions_loss: 0.2564 547/2390 [=====>........................] - ETA: 17:19 - loss: 434.0015 - logits_profile_predictions_loss: 430.6167 - logcount_predictions_loss: 0.2564 548/2390 [=====>........................] - ETA: 17:18 - loss: 434.0023 - logits_profile_predictions_loss: 430.6175 - logcount_predictions_loss: 0.2564 549/2390 [=====>........................] - ETA: 17:18 - loss: 434.0031 - logits_profile_predictions_loss: 430.6184 - logcount_predictions_loss: 0.2564 550/2390 [=====>........................] - ETA: 17:17 - loss: 434.0038 - logits_profile_predictions_loss: 430.6192 - logcount_predictions_loss: 0.2564 551/2390 [=====>........................] - ETA: 17:16 - loss: 434.0043 - logits_profile_predictions_loss: 430.6198 - logcount_predictions_loss: 0.2564 552/2390 [=====>........................] - ETA: 17:16 - loss: 434.0048 - 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[======>.......................] - ETA: 17:12 - loss: 434.0084 - logits_profile_predictions_loss: 430.6245 - logcount_predictions_loss: 0.2564 560/2390 [======>.......................] - ETA: 17:11 - loss: 434.0090 - logits_profile_predictions_loss: 430.6252 - logcount_predictions_loss: 0.2563 561/2390 [======>.......................] - ETA: 17:11 - loss: 434.0096 - logits_profile_predictions_loss: 430.6259 - logcount_predictions_loss: 0.2563 562/2390 [======>.......................] - ETA: 17:10 - loss: 434.0105 - logits_profile_predictions_loss: 430.6268 - logcount_predictions_loss: 0.2563 563/2390 [======>.......................] - ETA: 17:10 - loss: 434.0113 - logits_profile_predictions_loss: 430.6277 - logcount_predictions_loss: 0.2563 564/2390 [======>.......................] - ETA: 17:09 - loss: 434.0123 - logits_profile_predictions_loss: 430.6287 - logcount_predictions_loss: 0.2563 565/2390 [======>.......................] - ETA: 17:09 - loss: 434.0133 - 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val_logits_profile_predictions_loss: 511.0424 - val_logcount_predictions_loss: 0.2509 + +Epoch 00009: val_loss improved from 515.86707 to 514.35461, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 +Epoch 10/50 + 1/2390 [..............................] - ETA: 23:21 - loss: 380.1123 - logits_profile_predictions_loss: 376.8199 - logcount_predictions_loss: 0.2494 2/2390 [..............................] - ETA: 22:29 - loss: 391.6967 - logits_profile_predictions_loss: 388.5291 - logcount_predictions_loss: 0.2400 3/2390 [..............................] - ETA: 22:29 - loss: 395.4243 - logits_profile_predictions_loss: 392.3165 - logcount_predictions_loss: 0.2354 4/2390 [..............................] - ETA: 22:29 - loss: 396.9285 - logits_profile_predictions_loss: 393.6884 - logcount_predictions_loss: 0.2455 5/2390 [..............................] - ETA: 22:28 - loss: 397.9940 - 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logits_profile_predictions_loss: 430.0865 - logcount_predictions_loss: 0.2477 318/2390 [==>...........................] - ETA: 19:29 - loss: 433.3632 - logits_profile_predictions_loss: 430.0943 - logcount_predictions_loss: 0.2476 319/2390 [===>..........................] - ETA: 19:29 - loss: 433.3711 - logits_profile_predictions_loss: 430.1024 - logcount_predictions_loss: 0.2476 320/2390 [===>..........................] - ETA: 19:28 - loss: 433.3797 - logits_profile_predictions_loss: 430.1111 - logcount_predictions_loss: 0.2476 321/2390 [===>..........................] - ETA: 19:28 - loss: 433.3882 - logits_profile_predictions_loss: 430.1198 - logcount_predictions_loss: 0.2476 322/2390 [===>..........................] - ETA: 19:27 - loss: 433.3970 - logits_profile_predictions_loss: 430.1287 - logcount_predictions_loss: 0.2476 323/2390 [===>..........................] - ETA: 19:27 - loss: 433.4046 - logits_profile_predictions_loss: 430.1365 - logcount_predictions_loss: 0.2476 324/2390 [===>..........................] - ETA: 19:26 - loss: 433.4122 - logits_profile_predictions_loss: 430.1443 - logcount_predictions_loss: 0.2476 325/2390 [===>..........................] - ETA: 19:26 - loss: 433.4200 - logits_profile_predictions_loss: 430.1522 - logcount_predictions_loss: 0.2475 326/2390 [===>..........................] - ETA: 19:25 - loss: 433.4276 - logits_profile_predictions_loss: 430.1601 - logcount_predictions_loss: 0.2475 327/2390 [===>..........................] - ETA: 19:24 - loss: 433.4357 - logits_profile_predictions_loss: 430.1683 - logcount_predictions_loss: 0.2475 328/2390 [===>..........................] - ETA: 19:24 - loss: 433.4441 - logits_profile_predictions_loss: 430.1769 - logcount_predictions_loss: 0.2475 329/2390 [===>..........................] - ETA: 19:23 - loss: 433.4522 - logits_profile_predictions_loss: 430.1852 - logcount_predictions_loss: 0.2475 330/2390 [===>..........................] - ETA: 19:23 - loss: 433.4604 - logits_profile_predictions_loss: 430.1936 - logcount_predictions_loss: 0.2475 331/2390 [===>..........................] - ETA: 19:22 - loss: 433.4687 - logits_profile_predictions_loss: 430.2021 - logcount_predictions_loss: 0.2475 332/2390 [===>..........................] - ETA: 19:22 - loss: 433.4770 - logits_profile_predictions_loss: 430.2106 - logcount_predictions_loss: 0.2474 333/2390 [===>..........................] - ETA: 19:21 - loss: 433.4856 - logits_profile_predictions_loss: 430.2195 - logcount_predictions_loss: 0.2474 334/2390 [===>..........................] - ETA: 19:20 - loss: 433.4942 - logits_profile_predictions_loss: 430.2283 - logcount_predictions_loss: 0.2474 335/2390 [===>..........................] - ETA: 19:20 - loss: 433.5025 - logits_profile_predictions_loss: 430.2369 - logcount_predictions_loss: 0.2474 336/2390 [===>..........................] - ETA: 19:19 - loss: 433.5105 - logits_profile_predictions_loss: 430.2451 - logcount_predictions_loss: 0.2474 337/2390 [===>..........................] - ETA: 19:19 - loss: 433.5191 - logits_profile_predictions_loss: 430.2538 - logcount_predictions_loss: 0.2474 338/2390 [===>..........................] - ETA: 19:18 - loss: 433.5269 - logits_profile_predictions_loss: 430.2619 - logcount_predictions_loss: 0.2473 339/2390 [===>..........................] - ETA: 19:18 - loss: 433.5347 - logits_profile_predictions_loss: 430.2699 - logcount_predictions_loss: 0.2473 340/2390 [===>..........................] - ETA: 19:17 - loss: 433.5423 - logits_profile_predictions_loss: 430.2777 - logcount_predictions_loss: 0.2473 341/2390 [===>..........................] - ETA: 19:16 - loss: 433.5502 - logits_profile_predictions_loss: 430.2858 - logcount_predictions_loss: 0.2473 342/2390 [===>..........................] - ETA: 19:16 - loss: 433.5576 - logits_profile_predictions_loss: 430.2934 - logcount_predictions_loss: 0.2473 343/2390 [===>..........................] - ETA: 19:15 - loss: 433.5645 - logits_profile_predictions_loss: 430.3006 - logcount_predictions_loss: 0.2473 344/2390 [===>..........................] - ETA: 19:15 - loss: 433.5714 - logits_profile_predictions_loss: 430.3077 - logcount_predictions_loss: 0.2472 345/2390 [===>..........................] - ETA: 19:14 - loss: 433.5782 - logits_profile_predictions_loss: 430.3146 - logcount_predictions_loss: 0.2472 346/2390 [===>..........................] - ETA: 19:14 - loss: 433.5850 - logits_profile_predictions_loss: 430.3216 - logcount_predictions_loss: 0.2472 347/2390 [===>..........................] - ETA: 19:13 - loss: 433.5919 - logits_profile_predictions_loss: 430.3287 - logcount_predictions_loss: 0.2472 348/2390 [===>..........................] - ETA: 19:12 - loss: 433.5989 - logits_profile_predictions_loss: 430.3359 - logcount_predictions_loss: 0.2472 349/2390 [===>..........................] - ETA: 19:12 - loss: 433.6059 - logits_profile_predictions_loss: 430.3431 - logcount_predictions_loss: 0.2472 350/2390 [===>..........................] - ETA: 19:11 - loss: 433.6127 - logits_profile_predictions_loss: 430.3501 - logcount_predictions_loss: 0.2472 351/2390 [===>..........................] - ETA: 19:11 - loss: 433.6189 - logits_profile_predictions_loss: 430.3564 - logcount_predictions_loss: 0.2472 352/2390 [===>..........................] - ETA: 19:10 - loss: 433.6246 - logits_profile_predictions_loss: 430.3623 - logcount_predictions_loss: 0.2471 353/2390 [===>..........................] - ETA: 19:10 - loss: 433.6305 - logits_profile_predictions_loss: 430.3684 - logcount_predictions_loss: 0.2471 354/2390 [===>..........................] - ETA: 19:09 - loss: 433.6359 - logits_profile_predictions_loss: 430.3739 - logcount_predictions_loss: 0.2471 355/2390 [===>..........................] - ETA: 19:09 - loss: 433.6412 - logits_profile_predictions_loss: 430.3793 - logcount_predictions_loss: 0.2471 356/2390 [===>..........................] - ETA: 19:08 - loss: 433.6463 - logits_profile_predictions_loss: 430.3846 - logcount_predictions_loss: 0.2471 357/2390 [===>..........................] - ETA: 19:07 - loss: 433.6517 - logits_profile_predictions_loss: 430.3902 - logcount_predictions_loss: 0.2471 358/2390 [===>..........................] - ETA: 19:07 - loss: 433.6570 - logits_profile_predictions_loss: 430.3957 - logcount_predictions_loss: 0.2471 359/2390 [===>..........................] - ETA: 19:06 - loss: 433.6625 - logits_profile_predictions_loss: 430.4013 - logcount_predictions_loss: 0.2470 360/2390 [===>..........................] - ETA: 19:06 - loss: 433.6676 - logits_profile_predictions_loss: 430.4066 - logcount_predictions_loss: 0.2470 361/2390 [===>..........................] - ETA: 19:05 - loss: 433.6731 - logits_profile_predictions_loss: 430.4123 - logcount_predictions_loss: 0.2470 362/2390 [===>..........................] - ETA: 19:05 - loss: 433.6786 - logits_profile_predictions_loss: 430.4179 - logcount_predictions_loss: 0.2470 363/2390 [===>..........................] - ETA: 19:04 - loss: 433.6842 - logits_profile_predictions_loss: 430.4238 - logcount_predictions_loss: 0.2470 364/2390 [===>..........................] - ETA: 19:03 - loss: 433.6900 - logits_profile_predictions_loss: 430.4298 - logcount_predictions_loss: 0.2470 365/2390 [===>..........................] - ETA: 19:03 - loss: 433.6956 - logits_profile_predictions_loss: 430.4355 - logcount_predictions_loss: 0.2470 366/2390 [===>..........................] - ETA: 19:02 - loss: 433.7014 - logits_profile_predictions_loss: 430.4416 - logcount_predictions_loss: 0.2469 367/2390 [===>..........................] - ETA: 19:02 - loss: 433.7069 - logits_profile_predictions_loss: 430.4473 - logcount_predictions_loss: 0.2469 368/2390 [===>..........................] - ETA: 19:01 - loss: 433.7121 - logits_profile_predictions_loss: 430.4527 - logcount_predictions_loss: 0.2469 369/2390 [===>..........................] - ETA: 19:01 - loss: 433.7171 - logits_profile_predictions_loss: 430.4578 - logcount_predictions_loss: 0.2469 370/2390 [===>..........................] - ETA: 19:00 - loss: 433.7218 - logits_profile_predictions_loss: 430.4627 - logcount_predictions_loss: 0.2469 371/2390 [===>..........................] - ETA: 18:59 - loss: 433.7272 - logits_profile_predictions_loss: 430.4683 - logcount_predictions_loss: 0.2469 372/2390 [===>..........................] - ETA: 18:59 - loss: 433.7327 - logits_profile_predictions_loss: 430.4739 - logcount_predictions_loss: 0.2469 373/2390 [===>..........................] - ETA: 18:58 - loss: 433.7385 - logits_profile_predictions_loss: 430.4799 - logcount_predictions_loss: 0.2469 374/2390 [===>..........................] - ETA: 18:58 - loss: 433.7445 - logits_profile_predictions_loss: 430.4861 - logcount_predictions_loss: 0.2468 375/2390 [===>..........................] - ETA: 18:57 - loss: 433.7507 - logits_profile_predictions_loss: 430.4925 - logcount_predictions_loss: 0.2468 376/2390 [===>..........................] - ETA: 18:57 - loss: 433.7572 - logits_profile_predictions_loss: 430.4992 - logcount_predictions_loss: 0.2468 377/2390 [===>..........................] - ETA: 18:56 - loss: 433.7637 - logits_profile_predictions_loss: 430.5058 - logcount_predictions_loss: 0.2468 378/2390 [===>..........................] - ETA: 18:55 - loss: 433.7698 - logits_profile_predictions_loss: 430.5120 - logcount_predictions_loss: 0.2468 379/2390 [===>..........................] - ETA: 18:55 - loss: 433.7757 - logits_profile_predictions_loss: 430.5181 - logcount_predictions_loss: 0.2468 380/2390 [===>..........................] - ETA: 18:54 - loss: 433.7814 - logits_profile_predictions_loss: 430.5241 - logcount_predictions_loss: 0.2468 381/2390 [===>..........................] - ETA: 18:54 - loss: 433.7873 - logits_profile_predictions_loss: 430.5301 - logcount_predictions_loss: 0.2467 382/2390 [===>..........................] - ETA: 18:53 - loss: 433.7928 - logits_profile_predictions_loss: 430.5358 - logcount_predictions_loss: 0.2467 383/2390 [===>..........................] - ETA: 18:53 - loss: 433.7982 - logits_profile_predictions_loss: 430.5413 - logcount_predictions_loss: 0.2467 384/2390 [===>..........................] - ETA: 18:52 - loss: 433.8035 - logits_profile_predictions_loss: 430.5469 - logcount_predictions_loss: 0.2467 385/2390 [===>..........................] - ETA: 18:52 - loss: 433.8090 - logits_profile_predictions_loss: 430.5524 - logcount_predictions_loss: 0.2467 386/2390 [===>..........................] - ETA: 18:51 - loss: 433.8144 - logits_profile_predictions_loss: 430.5581 - logcount_predictions_loss: 0.2467 387/2390 [===>..........................] - ETA: 18:50 - loss: 433.8196 - logits_profile_predictions_loss: 430.5634 - logcount_predictions_loss: 0.2467 388/2390 [===>..........................] - ETA: 18:50 - loss: 433.8247 - logits_profile_predictions_loss: 430.5687 - logcount_predictions_loss: 0.2467 389/2390 [===>..........................] - ETA: 18:49 - loss: 433.8294 - logits_profile_predictions_loss: 430.5736 - logcount_predictions_loss: 0.2466 390/2390 [===>..........................] - ETA: 18:49 - loss: 433.8347 - logits_profile_predictions_loss: 430.5791 - logcount_predictions_loss: 0.2466 391/2390 [===>..........................] - ETA: 18:48 - loss: 433.8400 - logits_profile_predictions_loss: 430.5846 - logcount_predictions_loss: 0.2466 392/2390 [===>..........................] - ETA: 18:48 - loss: 433.8453 - logits_profile_predictions_loss: 430.5900 - logcount_predictions_loss: 0.2466 393/2390 [===>..........................] - ETA: 18:47 - loss: 433.8502 - logits_profile_predictions_loss: 430.5952 - logcount_predictions_loss: 0.2466 394/2390 [===>..........................] - ETA: 18:46 - loss: 433.8551 - logits_profile_predictions_loss: 430.6003 - logcount_predictions_loss: 0.2466 395/2390 [===>..........................] - ETA: 18:46 - loss: 433.8601 - logits_profile_predictions_loss: 430.6055 - logcount_predictions_loss: 0.2466 396/2390 [===>..........................] - ETA: 18:45 - loss: 433.8655 - logits_profile_predictions_loss: 430.6110 - logcount_predictions_loss: 0.2465 397/2390 [===>..........................] - ETA: 18:45 - loss: 433.8710 - logits_profile_predictions_loss: 430.6168 - logcount_predictions_loss: 0.2465 398/2390 [===>..........................] - ETA: 18:44 - loss: 433.8767 - logits_profile_predictions_loss: 430.6226 - logcount_predictions_loss: 0.2465 399/2390 [====>.........................] - ETA: 18:44 - loss: 433.8821 - logits_profile_predictions_loss: 430.6282 - logcount_predictions_loss: 0.2465 400/2390 [====>.........................] - ETA: 18:43 - loss: 433.8875 - logits_profile_predictions_loss: 430.6339 - logcount_predictions_loss: 0.2465 401/2390 [====>.........................] - ETA: 18:42 - loss: 433.8925 - logits_profile_predictions_loss: 430.6391 - logcount_predictions_loss: 0.2465 402/2390 [====>.........................] - ETA: 18:42 - loss: 433.8975 - logits_profile_predictions_loss: 430.6443 - logcount_predictions_loss: 0.2464 403/2390 [====>.........................] - ETA: 18:41 - loss: 433.9026 - logits_profile_predictions_loss: 430.6496 - logcount_predictions_loss: 0.2464 404/2390 [====>.........................] - ETA: 18:41 - loss: 433.9077 - logits_profile_predictions_loss: 430.6549 - logcount_predictions_loss: 0.2464 405/2390 [====>.........................] - ETA: 18:40 - loss: 433.9129 - logits_profile_predictions_loss: 430.6604 - logcount_predictions_loss: 0.2464 406/2390 [====>.........................] - ETA: 18:40 - loss: 433.9180 - logits_profile_predictions_loss: 430.6657 - logcount_predictions_loss: 0.2464 407/2390 [====>.........................] - ETA: 18:39 - loss: 433.9230 - logits_profile_predictions_loss: 430.6709 - logcount_predictions_loss: 0.2464 408/2390 [====>.........................] - ETA: 18:39 - loss: 433.9281 - logits_profile_predictions_loss: 430.6762 - logcount_predictions_loss: 0.2463 409/2390 [====>.........................] - ETA: 18:38 - loss: 433.9330 - logits_profile_predictions_loss: 430.6814 - logcount_predictions_loss: 0.2463 410/2390 [====>.........................] - ETA: 18:37 - loss: 433.9384 - logits_profile_predictions_loss: 430.6869 - logcount_predictions_loss: 0.2463 411/2390 [====>.........................] - ETA: 18:37 - loss: 433.9443 - logits_profile_predictions_loss: 430.6930 - logcount_predictions_loss: 0.2463 412/2390 [====>.........................] - ETA: 18:36 - loss: 433.9500 - logits_profile_predictions_loss: 430.6990 - logcount_predictions_loss: 0.2463 413/2390 [====>.........................] - ETA: 18:36 - loss: 433.9559 - logits_profile_predictions_loss: 430.7051 - logcount_predictions_loss: 0.2463 414/2390 [====>.........................] - ETA: 18:35 - loss: 433.9619 - logits_profile_predictions_loss: 430.7113 - logcount_predictions_loss: 0.2462 415/2390 [====>.........................] - ETA: 18:35 - loss: 433.9678 - logits_profile_predictions_loss: 430.7175 - logcount_predictions_loss: 0.2462 416/2390 [====>.........................] - ETA: 18:34 - loss: 433.9740 - logits_profile_predictions_loss: 430.7239 - logcount_predictions_loss: 0.2462 417/2390 [====>.........................] - ETA: 18:33 - loss: 433.9801 - logits_profile_predictions_loss: 430.7301 - logcount_predictions_loss: 0.2462 418/2390 [====>.........................] - ETA: 18:33 - loss: 433.9863 - logits_profile_predictions_loss: 430.7366 - logcount_predictions_loss: 0.2462 419/2390 [====>.........................] - ETA: 18:32 - loss: 433.9923 - logits_profile_predictions_loss: 430.7428 - logcount_predictions_loss: 0.2462 420/2390 [====>.........................] - ETA: 18:32 - loss: 433.9985 - logits_profile_predictions_loss: 430.7492 - logcount_predictions_loss: 0.2462 421/2390 [====>.........................] - ETA: 18:31 - loss: 434.0047 - logits_profile_predictions_loss: 430.7556 - logcount_predictions_loss: 0.2461 422/2390 [====>.........................] - ETA: 18:31 - loss: 434.0109 - logits_profile_predictions_loss: 430.7620 - logcount_predictions_loss: 0.2461 423/2390 [====>.........................] - ETA: 18:30 - loss: 434.0175 - logits_profile_predictions_loss: 430.7688 - logcount_predictions_loss: 0.2461 424/2390 [====>.........................] - ETA: 18:29 - loss: 434.0240 - logits_profile_predictions_loss: 430.7756 - logcount_predictions_loss: 0.2461 425/2390 [====>.........................] - ETA: 18:29 - loss: 434.0303 - logits_profile_predictions_loss: 430.7821 - logcount_predictions_loss: 0.2461 426/2390 [====>.........................] - ETA: 18:28 - loss: 434.0367 - logits_profile_predictions_loss: 430.7888 - logcount_predictions_loss: 0.2461 427/2390 [====>.........................] - ETA: 18:28 - loss: 434.0432 - logits_profile_predictions_loss: 430.7955 - logcount_predictions_loss: 0.2460 428/2390 [====>.........................] - ETA: 18:27 - loss: 434.0496 - logits_profile_predictions_loss: 430.8021 - logcount_predictions_loss: 0.2460 429/2390 [====>.........................] - ETA: 18:27 - loss: 434.0560 - logits_profile_predictions_loss: 430.8087 - logcount_predictions_loss: 0.2460 430/2390 [====>.........................] - ETA: 18:26 - loss: 434.0624 - logits_profile_predictions_loss: 430.8153 - logcount_predictions_loss: 0.2460 431/2390 [====>.........................] - ETA: 18:26 - loss: 434.0685 - logits_profile_predictions_loss: 430.8217 - logcount_predictions_loss: 0.2460 432/2390 [====>.........................] - ETA: 18:25 - loss: 434.0747 - logits_profile_predictions_loss: 430.8281 - logcount_predictions_loss: 0.2460 433/2390 [====>.........................] - ETA: 18:24 - loss: 434.0810 - logits_profile_predictions_loss: 430.8346 - logcount_predictions_loss: 0.2459 434/2390 [====>.........................] - ETA: 18:24 - loss: 434.0869 - logits_profile_predictions_loss: 430.8407 - logcount_predictions_loss: 0.2459 435/2390 [====>.........................] - ETA: 18:23 - loss: 434.0928 - logits_profile_predictions_loss: 430.8468 - logcount_predictions_loss: 0.2459 436/2390 [====>.........................] - ETA: 18:23 - loss: 434.0983 - logits_profile_predictions_loss: 430.8525 - logcount_predictions_loss: 0.2459 438/2390 [====>.........................] - ETA: 18:19 - loss: 434.1093 - logits_profile_predictions_loss: 430.8639 - logcount_predictions_loss: 0.2459 439/2390 [====>.........................] - ETA: 18:19 - loss: 434.1144 - logits_profile_predictions_loss: 430.8692 - logcount_predictions_loss: 0.2458 440/2390 [====>.........................] - ETA: 18:18 - loss: 434.1195 - logits_profile_predictions_loss: 430.8745 - logcount_predictions_loss: 0.2458 441/2390 [====>.........................] - ETA: 18:17 - loss: 434.1249 - logits_profile_predictions_loss: 430.8801 - logcount_predictions_loss: 0.2458 442/2390 [====>.........................] - ETA: 18:17 - loss: 434.1304 - logits_profile_predictions_loss: 430.8859 - logcount_predictions_loss: 0.2458 443/2390 [====>.........................] - ETA: 18:16 - loss: 434.1362 - logits_profile_predictions_loss: 430.8919 - logcount_predictions_loss: 0.2458 444/2390 [====>.........................] - ETA: 18:16 - loss: 434.1420 - logits_profile_predictions_loss: 430.8978 - logcount_predictions_loss: 0.2458 445/2390 [====>.........................] - ETA: 18:15 - loss: 434.1472 - logits_profile_predictions_loss: 430.9033 - logcount_predictions_loss: 0.2457 446/2390 [====>.........................] - ETA: 18:15 - loss: 434.1525 - logits_profile_predictions_loss: 430.9087 - logcount_predictions_loss: 0.2457 447/2390 [====>.........................] - ETA: 18:14 - loss: 434.1577 - logits_profile_predictions_loss: 430.9142 - logcount_predictions_loss: 0.2457 448/2390 [====>.........................] - ETA: 18:14 - loss: 434.1631 - 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[=====>........................] - ETA: 17:33 - loss: 434.5180 - logits_profile_predictions_loss: 431.2849 - logcount_predictions_loss: 0.2449 521/2390 [=====>........................] - ETA: 17:33 - loss: 434.5214 - logits_profile_predictions_loss: 431.2884 - logcount_predictions_loss: 0.2449 522/2390 [=====>........................] - ETA: 17:32 - loss: 434.5249 - logits_profile_predictions_loss: 431.2920 - logcount_predictions_loss: 0.2449 523/2390 [=====>........................] - ETA: 17:32 - loss: 434.5282 - logits_profile_predictions_loss: 431.2954 - logcount_predictions_loss: 0.2449 524/2390 [=====>........................] - ETA: 17:31 - loss: 434.5317 - logits_profile_predictions_loss: 431.2990 - logcount_predictions_loss: 0.2449 525/2390 [=====>........................] - ETA: 17:30 - loss: 434.5353 - logits_profile_predictions_loss: 431.3028 - logcount_predictions_loss: 0.2449 526/2390 [=====>........................] - ETA: 17:30 - loss: 434.5388 - 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432.5389 - logcount_predictions_loss: 0.2428 2386/2390 [============================>.] - ETA: 2s - loss: 435.7442 - logits_profile_predictions_loss: 432.5393 - logcount_predictions_loss: 0.2428 2387/2390 [============================>.] - ETA: 1s - loss: 435.7445 - logits_profile_predictions_loss: 432.5396 - logcount_predictions_loss: 0.2428 2388/2390 [============================>.] - ETA: 1s - loss: 435.7449 - logits_profile_predictions_loss: 432.5400 - logcount_predictions_loss: 0.2428 2389/2390 [============================>.] - ETA: 0s - loss: 435.7452 - logits_profile_predictions_loss: 432.5403 - logcount_predictions_loss: 0.2428 2390/2390 [==============================] - ETA: 0s - loss: 435.7456 - logits_profile_predictions_loss: 432.5407 - logcount_predictions_loss: 0.2428 2390/2390 [==============================] - 1410s 590ms/step - loss: 435.7460 - logits_profile_predictions_loss: 432.5411 - logcount_predictions_loss: 0.2428 - val_loss: 515.3087 - val_logits_profile_predictions_loss: 511.9289 - val_logcount_predictions_loss: 0.2561 + +Epoch 00010: val_loss did not improve from 514.35461 +Epoch 11/50 + 1/2390 [..............................] - ETA: 23:28 - loss: 401.1740 - logits_profile_predictions_loss: 397.9247 - logcount_predictions_loss: 0.2462 2/2390 [..............................] - ETA: 22:31 - loss: 406.1835 - logits_profile_predictions_loss: 402.8340 - logcount_predictions_loss: 0.2538 3/2390 [..............................] - ETA: 22:31 - loss: 417.7517 - logits_profile_predictions_loss: 414.3223 - logcount_predictions_loss: 0.2598 4/2390 [..............................] - ETA: 22:29 - loss: 423.8232 - logits_profile_predictions_loss: 420.4668 - logcount_predictions_loss: 0.2543 5/2390 [..............................] - ETA: 22:28 - loss: 428.0678 - logits_profile_predictions_loss: 424.6736 - logcount_predictions_loss: 0.2571 6/2390 [..............................] - ETA: 22:28 - loss: 431.2679 - logits_profile_predictions_loss: 427.8562 - logcount_predictions_loss: 0.2585 7/2390 [..............................] - ETA: 22:27 - loss: 433.3406 - logits_profile_predictions_loss: 429.9486 - logcount_predictions_loss: 0.2570 8/2390 [..............................] - ETA: 22:26 - loss: 436.0522 - logits_profile_predictions_loss: 432.6824 - logcount_predictions_loss: 0.2553 9/2390 [..............................] - ETA: 22:26 - loss: 438.4183 - logits_profile_predictions_loss: 435.0697 - logcount_predictions_loss: 0.2537 10/2390 [..............................] - ETA: 22:25 - loss: 440.3059 - logits_profile_predictions_loss: 436.9802 - logcount_predictions_loss: 0.2519 11/2390 [..............................] - ETA: 22:24 - loss: 441.7498 - logits_profile_predictions_loss: 438.4386 - logcount_predictions_loss: 0.2508 12/2390 [..............................] - ETA: 22:24 - loss: 442.3728 - logits_profile_predictions_loss: 439.0770 - logcount_predictions_loss: 0.2497 13/2390 [..............................] - ETA: 22:23 - loss: 442.6630 - logits_profile_predictions_loss: 439.3799 - logcount_predictions_loss: 0.2487 14/2390 [..............................] - ETA: 22:22 - loss: 442.6762 - logits_profile_predictions_loss: 439.4001 - logcount_predictions_loss: 0.2482 15/2390 [..............................] - ETA: 22:22 - loss: 442.4872 - logits_profile_predictions_loss: 439.2223 - logcount_predictions_loss: 0.2473 16/2390 [..............................] - ETA: 22:21 - loss: 442.1760 - logits_profile_predictions_loss: 438.9201 - logcount_predictions_loss: 0.2467 17/2390 [..............................] - ETA: 22:21 - loss: 441.8307 - logits_profile_predictions_loss: 438.5818 - logcount_predictions_loss: 0.2461 18/2390 [..............................] - ETA: 22:20 - loss: 441.3389 - logits_profile_predictions_loss: 438.0965 - logcount_predictions_loss: 0.2456 19/2390 [..............................] - ETA: 22:20 - loss: 440.8130 - logits_profile_predictions_loss: 437.5755 - logcount_predictions_loss: 0.2453 20/2390 [..............................] - ETA: 22:19 - loss: 440.4612 - logits_profile_predictions_loss: 437.2280 - logcount_predictions_loss: 0.2449 21/2390 [..............................] - ETA: 22:18 - loss: 440.3408 - logits_profile_predictions_loss: 437.1067 - logcount_predictions_loss: 0.2450 22/2390 [..............................] - ETA: 22:18 - loss: 440.2806 - logits_profile_predictions_loss: 437.0429 - logcount_predictions_loss: 0.2453 23/2390 [..............................] - ETA: 22:17 - loss: 440.4036 - logits_profile_predictions_loss: 437.1634 - logcount_predictions_loss: 0.2455 24/2390 [..............................] - ETA: 22:17 - loss: 440.4140 - logits_profile_predictions_loss: 437.1729 - logcount_predictions_loss: 0.2455 25/2390 [..............................] - ETA: 22:16 - loss: 440.3856 - logits_profile_predictions_loss: 437.1437 - logcount_predictions_loss: 0.2456 26/2390 [..............................] - ETA: 22:15 - loss: 440.3404 - logits_profile_predictions_loss: 437.0981 - logcount_predictions_loss: 0.2456 27/2390 [..............................] - ETA: 22:15 - loss: 440.3058 - logits_profile_predictions_loss: 437.0641 - logcount_predictions_loss: 0.2456 28/2390 [..............................] - ETA: 22:14 - loss: 440.2481 - logits_profile_predictions_loss: 437.0073 - logcount_predictions_loss: 0.2455 29/2390 [..............................] - ETA: 22:14 - loss: 440.2075 - logits_profile_predictions_loss: 436.9666 - logcount_predictions_loss: 0.2455 30/2390 [..............................] - ETA: 22:13 - loss: 440.1723 - logits_profile_predictions_loss: 436.9311 - logcount_predictions_loss: 0.2455 31/2390 [..............................] - ETA: 22:13 - loss: 440.1693 - logits_profile_predictions_loss: 436.9287 - logcount_predictions_loss: 0.2455 32/2390 [..............................] - ETA: 22:12 - loss: 440.1809 - logits_profile_predictions_loss: 436.9420 - logcount_predictions_loss: 0.2454 33/2390 [..............................] - ETA: 22:11 - loss: 440.1679 - logits_profile_predictions_loss: 436.9313 - logcount_predictions_loss: 0.2452 34/2390 [..............................] - ETA: 22:11 - loss: 440.1454 - logits_profile_predictions_loss: 436.9110 - logcount_predictions_loss: 0.2450 35/2390 [..............................] - ETA: 22:10 - loss: 440.1707 - logits_profile_predictions_loss: 436.9386 - logcount_predictions_loss: 0.2449 36/2390 [..............................] - ETA: 22:10 - loss: 440.2007 - logits_profile_predictions_loss: 436.9702 - logcount_predictions_loss: 0.2447 37/2390 [..............................] - ETA: 22:09 - loss: 440.1814 - logits_profile_predictions_loss: 436.9525 - logcount_predictions_loss: 0.2446 38/2390 [..............................] - ETA: 22:09 - loss: 440.1866 - logits_profile_predictions_loss: 436.9590 - logcount_predictions_loss: 0.2445 39/2390 [..............................] - ETA: 22:08 - loss: 440.1811 - logits_profile_predictions_loss: 436.9544 - logcount_predictions_loss: 0.2444 40/2390 [..............................] - ETA: 22:08 - loss: 440.2015 - logits_profile_predictions_loss: 436.9760 - logcount_predictions_loss: 0.2444 41/2390 [..............................] - ETA: 22:07 - loss: 440.2199 - logits_profile_predictions_loss: 436.9948 - logcount_predictions_loss: 0.2443 42/2390 [..............................] - ETA: 22:06 - loss: 440.2062 - logits_profile_predictions_loss: 436.9807 - logcount_predictions_loss: 0.2444 43/2390 [..............................] - ETA: 22:06 - loss: 440.1899 - logits_profile_predictions_loss: 436.9643 - logcount_predictions_loss: 0.2444 44/2390 [..............................] - ETA: 22:05 - loss: 440.1660 - logits_profile_predictions_loss: 436.9390 - logcount_predictions_loss: 0.2445 45/2390 [..............................] - ETA: 22:05 - loss: 440.1734 - logits_profile_predictions_loss: 436.9454 - logcount_predictions_loss: 0.2445 46/2390 [..............................] - ETA: 22:04 - loss: 440.2041 - logits_profile_predictions_loss: 436.9743 - logcount_predictions_loss: 0.2447 47/2390 [..............................] - ETA: 22:04 - loss: 440.2694 - logits_profile_predictions_loss: 437.0375 - logcount_predictions_loss: 0.2448 48/2390 [..............................] - ETA: 22:03 - loss: 440.3196 - logits_profile_predictions_loss: 437.0857 - logcount_predictions_loss: 0.2450 49/2390 [..............................] - ETA: 22:03 - loss: 440.3616 - logits_profile_predictions_loss: 437.1263 - logcount_predictions_loss: 0.2451 50/2390 [..............................] - ETA: 22:02 - loss: 440.3965 - logits_profile_predictions_loss: 437.1598 - logcount_predictions_loss: 0.2452 51/2390 [..............................] - ETA: 22:02 - loss: 440.4256 - logits_profile_predictions_loss: 437.1874 - logcount_predictions_loss: 0.2453 52/2390 [..............................] - ETA: 22:01 - loss: 440.4790 - logits_profile_predictions_loss: 437.2394 - logcount_predictions_loss: 0.2454 53/2390 [..............................] - ETA: 22:00 - loss: 440.5379 - logits_profile_predictions_loss: 437.2975 - logcount_predictions_loss: 0.2455 54/2390 [..............................] - ETA: 22:00 - loss: 440.6006 - logits_profile_predictions_loss: 437.3592 - logcount_predictions_loss: 0.2456 55/2390 [..............................] - ETA: 22:00 - loss: 440.6598 - logits_profile_predictions_loss: 437.4170 - logcount_predictions_loss: 0.2457 56/2390 [..............................] - ETA: 21:59 - loss: 440.7170 - logits_profile_predictions_loss: 437.4732 - logcount_predictions_loss: 0.2457 57/2390 [..............................] - ETA: 21:59 - loss: 440.7565 - logits_profile_predictions_loss: 437.5116 - logcount_predictions_loss: 0.2458 58/2390 [..............................] - ETA: 21:58 - loss: 440.8046 - logits_profile_predictions_loss: 437.5588 - logcount_predictions_loss: 0.2459 59/2390 [..............................] - ETA: 21:58 - loss: 440.8526 - logits_profile_predictions_loss: 437.6061 - logcount_predictions_loss: 0.2459 60/2390 [..............................] - ETA: 21:57 - loss: 440.8891 - logits_profile_predictions_loss: 437.6408 - logcount_predictions_loss: 0.2461 61/2390 [..............................] - ETA: 21:57 - loss: 440.9222 - logits_profile_predictions_loss: 437.6722 - logcount_predictions_loss: 0.2462 62/2390 [..............................] - ETA: 21:56 - loss: 440.9625 - logits_profile_predictions_loss: 437.7110 - logcount_predictions_loss: 0.2463 63/2390 [..............................] - ETA: 21:55 - loss: 441.0060 - logits_profile_predictions_loss: 437.7530 - logcount_predictions_loss: 0.2464 64/2390 [..............................] - ETA: 21:55 - loss: 441.0497 - logits_profile_predictions_loss: 437.7955 - logcount_predictions_loss: 0.2465 65/2390 [..............................] - ETA: 21:54 - loss: 441.0926 - logits_profile_predictions_loss: 437.8371 - logcount_predictions_loss: 0.2466 66/2390 [..............................] - ETA: 21:54 - loss: 441.1349 - logits_profile_predictions_loss: 437.8779 - logcount_predictions_loss: 0.2467 67/2390 [..............................] - ETA: 21:53 - loss: 441.1860 - logits_profile_predictions_loss: 437.9276 - logcount_predictions_loss: 0.2468 68/2390 [..............................] - ETA: 21:53 - loss: 441.2462 - logits_profile_predictions_loss: 437.9866 - logcount_predictions_loss: 0.2469 69/2390 [..............................] - ETA: 21:52 - loss: 441.3086 - logits_profile_predictions_loss: 438.0471 - logcount_predictions_loss: 0.2471 70/2390 [..............................] - ETA: 21:51 - loss: 441.3856 - logits_profile_predictions_loss: 438.1220 - logcount_predictions_loss: 0.2472 71/2390 [..............................] - ETA: 21:51 - loss: 441.4524 - logits_profile_predictions_loss: 438.1869 - logcount_predictions_loss: 0.2474 72/2390 [..............................] - ETA: 21:50 - loss: 441.5044 - logits_profile_predictions_loss: 438.2374 - logcount_predictions_loss: 0.2475 73/2390 [..............................] - ETA: 21:50 - loss: 441.5584 - logits_profile_predictions_loss: 438.2901 - logcount_predictions_loss: 0.2476 74/2390 [..............................] - ETA: 21:49 - loss: 441.6002 - logits_profile_predictions_loss: 438.3307 - logcount_predictions_loss: 0.2477 75/2390 [..............................] - ETA: 21:49 - loss: 441.6485 - logits_profile_predictions_loss: 438.3780 - logcount_predictions_loss: 0.2478 76/2390 [..............................] - ETA: 21:48 - loss: 441.6840 - logits_profile_predictions_loss: 438.4127 - logcount_predictions_loss: 0.2478 77/2390 [..............................] - ETA: 21:47 - loss: 441.7230 - logits_profile_predictions_loss: 438.4511 - logcount_predictions_loss: 0.2479 78/2390 [..............................] - ETA: 21:47 - loss: 441.7659 - logits_profile_predictions_loss: 438.4934 - logcount_predictions_loss: 0.2479 79/2390 [..............................] - ETA: 21:46 - loss: 441.8102 - logits_profile_predictions_loss: 438.5370 - logcount_predictions_loss: 0.2480 80/2390 [>.............................] - ETA: 21:46 - loss: 441.8516 - logits_profile_predictions_loss: 438.5778 - logcount_predictions_loss: 0.2480 81/2390 [>.............................] - ETA: 21:45 - loss: 441.8848 - logits_profile_predictions_loss: 438.6107 - logcount_predictions_loss: 0.2480 82/2390 [>.............................] - ETA: 21:45 - loss: 441.9158 - logits_profile_predictions_loss: 438.6413 - logcount_predictions_loss: 0.2481 83/2390 [>.............................] - ETA: 21:44 - loss: 441.9385 - logits_profile_predictions_loss: 438.6638 - logcount_predictions_loss: 0.2481 84/2390 [>.............................] - ETA: 21:44 - loss: 441.9569 - logits_profile_predictions_loss: 438.6820 - logcount_predictions_loss: 0.2481 85/2390 [>.............................] - ETA: 21:43 - loss: 441.9677 - logits_profile_predictions_loss: 438.6927 - logcount_predictions_loss: 0.2481 86/2390 [>.............................] - ETA: 21:42 - loss: 441.9789 - logits_profile_predictions_loss: 438.7038 - logcount_predictions_loss: 0.2481 87/2390 [>.............................] - ETA: 21:42 - loss: 441.9847 - logits_profile_predictions_loss: 438.7097 - logcount_predictions_loss: 0.2481 88/2390 [>.............................] - ETA: 21:41 - loss: 441.9917 - logits_profile_predictions_loss: 438.7167 - logcount_predictions_loss: 0.2481 89/2390 [>.............................] - ETA: 21:41 - loss: 441.9960 - logits_profile_predictions_loss: 438.7210 - logcount_predictions_loss: 0.2481 90/2390 [>.............................] - ETA: 21:40 - loss: 442.0036 - logits_profile_predictions_loss: 438.7287 - logcount_predictions_loss: 0.2481 91/2390 [>.............................] - ETA: 21:40 - loss: 442.0139 - logits_profile_predictions_loss: 438.7391 - logcount_predictions_loss: 0.2481 92/2390 [>.............................] - ETA: 21:39 - loss: 442.0231 - logits_profile_predictions_loss: 438.7485 - logcount_predictions_loss: 0.2481 93/2390 [>.............................] - ETA: 21:38 - loss: 442.0271 - logits_profile_predictions_loss: 438.7527 - logcount_predictions_loss: 0.2481 94/2390 [>.............................] - ETA: 21:38 - loss: 442.0308 - logits_profile_predictions_loss: 438.7567 - logcount_predictions_loss: 0.2480 95/2390 [>.............................] - ETA: 21:37 - loss: 442.0310 - logits_profile_predictions_loss: 438.7573 - logcount_predictions_loss: 0.2480 96/2390 [>.............................] - ETA: 21:37 - loss: 442.0283 - logits_profile_predictions_loss: 438.7549 - logcount_predictions_loss: 0.2480 97/2390 [>.............................] - ETA: 21:36 - loss: 442.0255 - logits_profile_predictions_loss: 438.7525 - logcount_predictions_loss: 0.2480 98/2390 [>.............................] - ETA: 21:36 - loss: 442.0209 - logits_profile_predictions_loss: 438.7484 - logcount_predictions_loss: 0.2479 99/2390 [>.............................] - ETA: 21:35 - loss: 442.0167 - logits_profile_predictions_loss: 438.7445 - logcount_predictions_loss: 0.2479 100/2390 [>.............................] - ETA: 21:35 - loss: 442.0070 - logits_profile_predictions_loss: 438.7354 - logcount_predictions_loss: 0.2478 101/2390 [>.............................] - ETA: 21:34 - loss: 441.9957 - logits_profile_predictions_loss: 438.7248 - logcount_predictions_loss: 0.2478 102/2390 [>.............................] - ETA: 21:33 - loss: 441.9858 - logits_profile_predictions_loss: 438.7156 - logcount_predictions_loss: 0.2477 103/2390 [>.............................] - ETA: 21:33 - loss: 441.9758 - logits_profile_predictions_loss: 438.7063 - logcount_predictions_loss: 0.2477 104/2390 [>.............................] - ETA: 21:32 - loss: 441.9673 - logits_profile_predictions_loss: 438.6986 - logcount_predictions_loss: 0.2476 105/2390 [>.............................] - ETA: 21:32 - loss: 441.9566 - logits_profile_predictions_loss: 438.6888 - logcount_predictions_loss: 0.2476 106/2390 [>.............................] - ETA: 21:31 - loss: 441.9445 - logits_profile_predictions_loss: 438.6776 - logcount_predictions_loss: 0.2475 107/2390 [>.............................] - ETA: 21:31 - loss: 441.9272 - logits_profile_predictions_loss: 438.6612 - logcount_predictions_loss: 0.2474 108/2390 [>.............................] - ETA: 21:30 - loss: 441.9099 - logits_profile_predictions_loss: 438.6450 - logcount_predictions_loss: 0.2473 109/2390 [>.............................] - ETA: 21:30 - loss: 441.8914 - logits_profile_predictions_loss: 438.6274 - logcount_predictions_loss: 0.2473 110/2390 [>.............................] - ETA: 21:29 - loss: 441.8733 - logits_profile_predictions_loss: 438.6102 - logcount_predictions_loss: 0.2472 111/2390 [>.............................] - ETA: 21:28 - loss: 441.8518 - logits_profile_predictions_loss: 438.5896 - logcount_predictions_loss: 0.2471 112/2390 [>.............................] - ETA: 21:28 - loss: 441.8265 - logits_profile_predictions_loss: 438.5653 - logcount_predictions_loss: 0.2471 113/2390 [>.............................] - ETA: 21:27 - loss: 441.8021 - logits_profile_predictions_loss: 438.5418 - logcount_predictions_loss: 0.2470 114/2390 [>.............................] - ETA: 21:27 - loss: 441.7788 - logits_profile_predictions_loss: 438.5194 - logcount_predictions_loss: 0.2469 115/2390 [>.............................] - ETA: 21:26 - loss: 441.7553 - logits_profile_predictions_loss: 438.4968 - logcount_predictions_loss: 0.2469 116/2390 [>.............................] - ETA: 21:26 - loss: 441.7298 - logits_profile_predictions_loss: 438.4721 - logcount_predictions_loss: 0.2468 117/2390 [>.............................] - ETA: 21:25 - loss: 441.7019 - logits_profile_predictions_loss: 438.4451 - logcount_predictions_loss: 0.2467 118/2390 [>.............................] - ETA: 21:24 - loss: 441.6736 - logits_profile_predictions_loss: 438.4177 - logcount_predictions_loss: 0.2467 119/2390 [>.............................] - ETA: 21:24 - loss: 441.6448 - logits_profile_predictions_loss: 438.3898 - logcount_predictions_loss: 0.2466 120/2390 [>.............................] - ETA: 21:23 - loss: 441.6157 - logits_profile_predictions_loss: 438.3616 - logcount_predictions_loss: 0.2465 121/2390 [>.............................] - ETA: 21:23 - loss: 441.5876 - logits_profile_predictions_loss: 438.3343 - logcount_predictions_loss: 0.2465 122/2390 [>.............................] - ETA: 21:22 - loss: 441.5583 - logits_profile_predictions_loss: 438.3059 - logcount_predictions_loss: 0.2464 123/2390 [>.............................] - ETA: 21:22 - loss: 441.5305 - logits_profile_predictions_loss: 438.2790 - logcount_predictions_loss: 0.2463 124/2390 [>.............................] - ETA: 21:21 - loss: 441.5021 - logits_profile_predictions_loss: 438.2517 - logcount_predictions_loss: 0.2462 125/2390 [>.............................] - ETA: 21:21 - loss: 441.4756 - logits_profile_predictions_loss: 438.2261 - logcount_predictions_loss: 0.2462 126/2390 [>.............................] - ETA: 21:20 - loss: 441.4517 - logits_profile_predictions_loss: 438.2032 - logcount_predictions_loss: 0.2461 127/2390 [>.............................] - ETA: 21:19 - loss: 441.4280 - logits_profile_predictions_loss: 438.1804 - logcount_predictions_loss: 0.2460 128/2390 [>.............................] - ETA: 21:19 - loss: 441.4051 - logits_profile_predictions_loss: 438.1586 - logcount_predictions_loss: 0.2460 129/2390 [>.............................] - ETA: 21:18 - loss: 441.3815 - logits_profile_predictions_loss: 438.1358 - logcount_predictions_loss: 0.2459 130/2390 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logits_profile_predictions_loss: 433.5772 - logcount_predictions_loss: 0.2363 371/2390 [===>..........................] - ETA: 19:00 - loss: 436.6859 - logits_profile_predictions_loss: 433.5667 - logcount_predictions_loss: 0.2363 372/2390 [===>..........................] - ETA: 19:00 - loss: 436.6752 - logits_profile_predictions_loss: 433.5562 - logcount_predictions_loss: 0.2363 373/2390 [===>..........................] - ETA: 18:59 - loss: 436.6643 - logits_profile_predictions_loss: 433.5456 - logcount_predictions_loss: 0.2363 374/2390 [===>..........................] - ETA: 18:59 - loss: 436.6536 - logits_profile_predictions_loss: 433.5352 - logcount_predictions_loss: 0.2362 375/2390 [===>..........................] - ETA: 18:58 - loss: 436.6432 - logits_profile_predictions_loss: 433.5250 - logcount_predictions_loss: 0.2362 376/2390 [===>..........................] - ETA: 18:57 - loss: 436.6327 - logits_profile_predictions_loss: 433.5148 - logcount_predictions_loss: 0.2362 377/2390 [===>..........................] - ETA: 18:57 - loss: 436.6224 - logits_profile_predictions_loss: 433.5048 - logcount_predictions_loss: 0.2362 378/2390 [===>..........................] - ETA: 18:56 - loss: 436.6122 - logits_profile_predictions_loss: 433.4948 - logcount_predictions_loss: 0.2362 379/2390 [===>..........................] - ETA: 18:56 - loss: 436.6027 - logits_profile_predictions_loss: 433.4855 - logcount_predictions_loss: 0.2362 380/2390 [===>..........................] - ETA: 18:55 - loss: 436.5929 - logits_profile_predictions_loss: 433.4759 - logcount_predictions_loss: 0.2361 381/2390 [===>..........................] - ETA: 18:55 - loss: 436.5833 - logits_profile_predictions_loss: 433.4666 - logcount_predictions_loss: 0.2361 382/2390 [===>..........................] - ETA: 18:54 - loss: 436.5736 - logits_profile_predictions_loss: 433.4571 - logcount_predictions_loss: 0.2361 383/2390 [===>..........................] - ETA: 18:53 - loss: 436.5641 - 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[===>..........................] - ETA: 18:49 - loss: 436.5012 - logits_profile_predictions_loss: 433.3865 - logcount_predictions_loss: 0.2360 391/2390 [===>..........................] - ETA: 18:49 - loss: 436.4918 - logits_profile_predictions_loss: 433.3773 - logcount_predictions_loss: 0.2360 392/2390 [===>..........................] - ETA: 18:48 - loss: 436.4823 - logits_profile_predictions_loss: 433.3680 - logcount_predictions_loss: 0.2359 393/2390 [===>..........................] - ETA: 18:48 - loss: 436.4727 - logits_profile_predictions_loss: 433.3586 - logcount_predictions_loss: 0.2359 394/2390 [===>..........................] - ETA: 18:47 - loss: 436.4630 - logits_profile_predictions_loss: 433.3491 - logcount_predictions_loss: 0.2359 395/2390 [===>..........................] - ETA: 18:47 - loss: 436.4536 - logits_profile_predictions_loss: 433.3399 - logcount_predictions_loss: 0.2359 396/2390 [===>..........................] - ETA: 18:46 - loss: 436.4446 - 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480.7663 - logits_profile_predictions_loss: 478.3264 - logcount_predictions_loss: 0.1848 2/2390 [..............................] - ETA: 22:33 - loss: 476.7369 - logits_profile_predictions_loss: 474.2299 - logcount_predictions_loss: 0.1899 3/2390 [..............................] - ETA: 22:32 - loss: 466.4163 - logits_profile_predictions_loss: 463.8876 - logcount_predictions_loss: 0.1916 4/2390 [..............................] - ETA: 22:31 - loss: 459.6012 - logits_profile_predictions_loss: 457.0452 - logcount_predictions_loss: 0.1936 5/2390 [..............................] - ETA: 22:29 - loss: 456.2801 - logits_profile_predictions_loss: 453.6190 - logcount_predictions_loss: 0.2016 6/2390 [..............................] - ETA: 22:28 - loss: 453.4376 - logits_profile_predictions_loss: 450.7324 - logcount_predictions_loss: 0.2049 7/2390 [..............................] - ETA: 22:27 - loss: 451.4326 - logits_profile_predictions_loss: 448.6839 - logcount_predictions_loss: 0.2082 8/2390 [..............................] - ETA: 22:27 - loss: 449.4490 - logits_profile_predictions_loss: 446.6677 - logcount_predictions_loss: 0.2107 9/2390 [..............................] - ETA: 22:26 - loss: 447.4985 - logits_profile_predictions_loss: 444.6802 - logcount_predictions_loss: 0.2135 10/2390 [..............................] - ETA: 22:25 - loss: 446.1907 - logits_profile_predictions_loss: 443.3405 - logcount_predictions_loss: 0.2159 11/2390 [..............................] - ETA: 22:24 - loss: 445.1279 - logits_profile_predictions_loss: 442.2511 - logcount_predictions_loss: 0.2179 12/2390 [..............................] - ETA: 22:23 - loss: 444.2993 - logits_profile_predictions_loss: 441.3978 - logcount_predictions_loss: 0.2198 13/2390 [..............................] - ETA: 22:23 - loss: 443.8343 - logits_profile_predictions_loss: 440.9143 - logcount_predictions_loss: 0.2212 14/2390 [..............................] - ETA: 22:22 - loss: 443.1911 - 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[..............................] - ETA: 22:19 - loss: 441.6667 - logits_profile_predictions_loss: 438.6755 - logcount_predictions_loss: 0.2266 22/2390 [..............................] - ETA: 22:18 - loss: 441.4329 - logits_profile_predictions_loss: 438.4367 - logcount_predictions_loss: 0.2270 23/2390 [..............................] - ETA: 22:17 - loss: 441.1587 - logits_profile_predictions_loss: 438.1589 - logcount_predictions_loss: 0.2273 24/2390 [..............................] - ETA: 22:17 - loss: 440.9263 - logits_profile_predictions_loss: 437.9211 - logcount_predictions_loss: 0.2277 25/2390 [..............................] - ETA: 22:16 - loss: 440.7717 - logits_profile_predictions_loss: 437.7626 - logcount_predictions_loss: 0.2280 26/2390 [..............................] - ETA: 22:15 - loss: 440.6416 - logits_profile_predictions_loss: 437.6286 - logcount_predictions_loss: 0.2283 27/2390 [..............................] - ETA: 22:15 - loss: 440.4415 - logits_profile_predictions_loss: 437.4244 - logcount_predictions_loss: 0.2286 28/2390 [..............................] - ETA: 22:14 - loss: 440.3228 - logits_profile_predictions_loss: 437.3012 - logcount_predictions_loss: 0.2289 29/2390 [..............................] - ETA: 22:13 - loss: 440.1797 - logits_profile_predictions_loss: 437.1551 - logcount_predictions_loss: 0.2291 30/2390 [..............................] - ETA: 22:13 - loss: 439.9915 - logits_profile_predictions_loss: 436.9627 - logcount_predictions_loss: 0.2294 31/2390 [..............................] - ETA: 22:12 - loss: 439.8176 - logits_profile_predictions_loss: 436.7845 - logcount_predictions_loss: 0.2298 32/2390 [..............................] - ETA: 22:11 - loss: 439.6897 - logits_profile_predictions_loss: 436.6522 - logcount_predictions_loss: 0.2301 33/2390 [..............................] - ETA: 22:11 - loss: 439.5837 - logits_profile_predictions_loss: 436.5419 - logcount_predictions_loss: 0.2304 34/2390 [..............................] - ETA: 22:10 - loss: 439.4753 - logits_profile_predictions_loss: 436.4305 - logcount_predictions_loss: 0.2307 35/2390 [..............................] - ETA: 22:10 - loss: 439.3271 - logits_profile_predictions_loss: 436.2793 - logcount_predictions_loss: 0.2309 36/2390 [..............................] - ETA: 22:09 - loss: 439.1969 - logits_profile_predictions_loss: 436.1456 - logcount_predictions_loss: 0.2312 37/2390 [..............................] - ETA: 22:08 - loss: 439.1460 - logits_profile_predictions_loss: 436.0913 - logcount_predictions_loss: 0.2314 38/2390 [..............................] - ETA: 22:08 - loss: 439.0992 - logits_profile_predictions_loss: 436.0414 - logcount_predictions_loss: 0.2317 39/2390 [..............................] - ETA: 22:07 - loss: 439.0894 - logits_profile_predictions_loss: 436.0280 - logcount_predictions_loss: 0.2319 40/2390 [..............................] - ETA: 22:06 - loss: 439.0934 - logits_profile_predictions_loss: 436.0294 - logcount_predictions_loss: 0.2321 41/2390 [..............................] - ETA: 22:06 - loss: 439.0966 - logits_profile_predictions_loss: 436.0296 - logcount_predictions_loss: 0.2323 42/2390 [..............................] - ETA: 22:05 - loss: 439.1075 - logits_profile_predictions_loss: 436.0379 - logcount_predictions_loss: 0.2325 43/2390 [..............................] - ETA: 22:05 - loss: 439.1372 - logits_profile_predictions_loss: 436.0650 - logcount_predictions_loss: 0.2327 44/2390 [..............................] - ETA: 22:04 - loss: 439.1564 - logits_profile_predictions_loss: 436.0814 - logcount_predictions_loss: 0.2329 45/2390 [..............................] - ETA: 22:04 - loss: 439.1601 - logits_profile_predictions_loss: 436.0821 - logcount_predictions_loss: 0.2332 46/2390 [..............................] - ETA: 22:03 - loss: 439.1624 - logits_profile_predictions_loss: 436.0819 - logcount_predictions_loss: 0.2334 47/2390 [..............................] - ETA: 22:02 - loss: 439.1706 - logits_profile_predictions_loss: 436.0882 - logcount_predictions_loss: 0.2335 48/2390 [..............................] - ETA: 22:02 - loss: 439.1676 - logits_profile_predictions_loss: 436.0831 - logcount_predictions_loss: 0.2337 49/2390 [..............................] - ETA: 22:01 - loss: 439.1691 - logits_profile_predictions_loss: 436.0826 - logcount_predictions_loss: 0.2338 50/2390 [..............................] - ETA: 22:01 - loss: 439.1792 - logits_profile_predictions_loss: 436.0909 - logcount_predictions_loss: 0.2340 51/2390 [..............................] - ETA: 22:00 - loss: 439.1885 - logits_profile_predictions_loss: 436.0988 - logcount_predictions_loss: 0.2341 52/2390 [..............................] - ETA: 21:59 - loss: 439.1805 - logits_profile_predictions_loss: 436.0894 - logcount_predictions_loss: 0.2342 53/2390 [..............................] - ETA: 21:59 - loss: 439.1676 - logits_profile_predictions_loss: 436.0754 - logcount_predictions_loss: 0.2343 54/2390 [..............................] - ETA: 21:58 - loss: 439.1603 - logits_profile_predictions_loss: 436.0673 - logcount_predictions_loss: 0.2343 55/2390 [..............................] - ETA: 21:58 - loss: 439.1539 - logits_profile_predictions_loss: 436.0598 - logcount_predictions_loss: 0.2344 56/2390 [..............................] - ETA: 21:57 - loss: 439.1505 - logits_profile_predictions_loss: 436.0552 - logcount_predictions_loss: 0.2345 57/2390 [..............................] - ETA: 21:57 - loss: 439.1468 - logits_profile_predictions_loss: 436.0501 - logcount_predictions_loss: 0.2346 58/2390 [..............................] - ETA: 21:56 - loss: 439.1445 - logits_profile_predictions_loss: 436.0465 - logcount_predictions_loss: 0.2347 59/2390 [..............................] - ETA: 21:55 - loss: 439.1513 - logits_profile_predictions_loss: 436.0523 - logcount_predictions_loss: 0.2348 60/2390 [..............................] - ETA: 21:55 - loss: 439.1393 - logits_profile_predictions_loss: 436.0391 - logcount_predictions_loss: 0.2349 61/2390 [..............................] - ETA: 21:54 - loss: 439.1141 - logits_profile_predictions_loss: 436.0128 - logcount_predictions_loss: 0.2349 62/2390 [..............................] - ETA: 21:54 - loss: 439.1066 - logits_profile_predictions_loss: 436.0040 - logcount_predictions_loss: 0.2350 63/2390 [..............................] - ETA: 21:53 - loss: 439.1120 - logits_profile_predictions_loss: 436.0084 - logcount_predictions_loss: 0.2351 64/2390 [..............................] - ETA: 21:52 - loss: 439.1193 - logits_profile_predictions_loss: 436.0148 - logcount_predictions_loss: 0.2352 65/2390 [..............................] - ETA: 21:52 - loss: 439.1222 - logits_profile_predictions_loss: 436.0171 - logcount_predictions_loss: 0.2352 66/2390 [..............................] - ETA: 21:51 - loss: 439.1267 - logits_profile_predictions_loss: 436.0211 - logcount_predictions_loss: 0.2353 67/2390 [..............................] - ETA: 21:51 - loss: 439.1292 - logits_profile_predictions_loss: 436.0235 - logcount_predictions_loss: 0.2353 68/2390 [..............................] - ETA: 21:50 - loss: 439.1301 - logits_profile_predictions_loss: 436.0243 - logcount_predictions_loss: 0.2353 69/2390 [..............................] - ETA: 21:50 - loss: 439.1367 - logits_profile_predictions_loss: 436.0309 - logcount_predictions_loss: 0.2353 70/2390 [..............................] - ETA: 21:49 - loss: 439.1580 - logits_profile_predictions_loss: 436.0521 - logcount_predictions_loss: 0.2353 71/2390 [..............................] - ETA: 21:48 - loss: 439.1789 - logits_profile_predictions_loss: 436.0731 - logcount_predictions_loss: 0.2353 72/2390 [..............................] - ETA: 21:48 - loss: 439.1991 - logits_profile_predictions_loss: 436.0935 - logcount_predictions_loss: 0.2353 73/2390 [..............................] - ETA: 21:47 - loss: 439.2225 - logits_profile_predictions_loss: 436.1170 - logcount_predictions_loss: 0.2353 74/2390 [..............................] - ETA: 21:47 - loss: 439.2442 - logits_profile_predictions_loss: 436.1390 - logcount_predictions_loss: 0.2352 75/2390 [..............................] - ETA: 21:47 - loss: 439.2636 - logits_profile_predictions_loss: 436.1586 - logcount_predictions_loss: 0.2352 76/2390 [..............................] - ETA: 21:46 - loss: 439.2831 - logits_profile_predictions_loss: 436.1786 - logcount_predictions_loss: 0.2352 77/2390 [..............................] - ETA: 21:45 - loss: 439.3078 - logits_profile_predictions_loss: 436.2037 - logcount_predictions_loss: 0.2352 78/2390 [..............................] - ETA: 21:45 - loss: 439.3236 - logits_profile_predictions_loss: 436.2200 - logcount_predictions_loss: 0.2351 79/2390 [..............................] - ETA: 21:44 - loss: 439.3354 - logits_profile_predictions_loss: 436.2322 - logcount_predictions_loss: 0.2351 80/2390 [>.............................] - ETA: 21:44 - loss: 439.3492 - logits_profile_predictions_loss: 436.2463 - logcount_predictions_loss: 0.2351 81/2390 [>.............................] - ETA: 21:43 - loss: 439.3585 - logits_profile_predictions_loss: 436.2559 - logcount_predictions_loss: 0.2350 82/2390 [>.............................] - ETA: 21:42 - loss: 439.3718 - logits_profile_predictions_loss: 436.2694 - logcount_predictions_loss: 0.2350 83/2390 [>.............................] - ETA: 21:42 - loss: 439.3790 - logits_profile_predictions_loss: 436.2770 - logcount_predictions_loss: 0.2350 84/2390 [>.............................] - ETA: 21:41 - loss: 439.3840 - logits_profile_predictions_loss: 436.2823 - logcount_predictions_loss: 0.2350 85/2390 [>.............................] - ETA: 21:41 - loss: 439.3900 - logits_profile_predictions_loss: 436.2885 - logcount_predictions_loss: 0.2350 86/2390 [>.............................] - ETA: 21:40 - loss: 439.3950 - logits_profile_predictions_loss: 436.2937 - logcount_predictions_loss: 0.2349 87/2390 [>.............................] - ETA: 21:40 - loss: 439.4018 - logits_profile_predictions_loss: 436.3009 - logcount_predictions_loss: 0.2349 88/2390 [>.............................] - ETA: 21:39 - loss: 439.4024 - logits_profile_predictions_loss: 436.3019 - logcount_predictions_loss: 0.2349 89/2390 [>.............................] - ETA: 21:38 - loss: 439.4012 - logits_profile_predictions_loss: 436.3010 - logcount_predictions_loss: 0.2349 90/2390 [>.............................] - ETA: 21:38 - loss: 439.3918 - logits_profile_predictions_loss: 436.2921 - logcount_predictions_loss: 0.2348 91/2390 [>.............................] - ETA: 21:37 - loss: 439.3789 - logits_profile_predictions_loss: 436.2797 - logcount_predictions_loss: 0.2348 92/2390 [>.............................] - ETA: 21:37 - loss: 439.3617 - 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logits_profile_predictions_loss: 433.7525 - logcount_predictions_loss: 0.2321 366/2390 [===>..........................] - ETA: 19:02 - loss: 436.8086 - logits_profile_predictions_loss: 433.7454 - logcount_predictions_loss: 0.2321 367/2390 [===>..........................] - ETA: 19:02 - loss: 436.8016 - logits_profile_predictions_loss: 433.7386 - logcount_predictions_loss: 0.2320 368/2390 [===>..........................] - ETA: 19:01 - loss: 436.7945 - logits_profile_predictions_loss: 433.7317 - logcount_predictions_loss: 0.2320 369/2390 [===>..........................] - ETA: 19:00 - loss: 436.7872 - logits_profile_predictions_loss: 433.7246 - logcount_predictions_loss: 0.2320 370/2390 [===>..........................] - ETA: 19:00 - loss: 436.7799 - logits_profile_predictions_loss: 433.7175 - logcount_predictions_loss: 0.2320 371/2390 [===>..........................] - ETA: 18:59 - loss: 436.7726 - logits_profile_predictions_loss: 433.7103 - logcount_predictions_loss: 0.2320 372/2390 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[..............................] - ETA: 22:12 - loss: 420.7919 - logits_profile_predictions_loss: 417.7254 - logcount_predictions_loss: 0.2323 30/2390 [..............................] - ETA: 22:11 - loss: 420.9241 - logits_profile_predictions_loss: 417.8559 - logcount_predictions_loss: 0.2324 31/2390 [..............................] - ETA: 22:11 - loss: 421.0067 - logits_profile_predictions_loss: 417.9367 - logcount_predictions_loss: 0.2326 32/2390 [..............................] - ETA: 22:10 - loss: 421.0585 - logits_profile_predictions_loss: 417.9873 - logcount_predictions_loss: 0.2327 33/2390 [..............................] - ETA: 22:10 - loss: 421.0752 - logits_profile_predictions_loss: 418.0032 - logcount_predictions_loss: 0.2327 34/2390 [..............................] - ETA: 22:09 - loss: 421.1273 - logits_profile_predictions_loss: 418.0552 - logcount_predictions_loss: 0.2327 35/2390 [..............................] - ETA: 22:08 - loss: 421.1879 - 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[..............................] - ETA: 22:05 - loss: 421.3466 - logits_profile_predictions_loss: 418.2772 - logcount_predictions_loss: 0.2325 43/2390 [..............................] - ETA: 22:04 - loss: 421.4121 - logits_profile_predictions_loss: 418.3432 - logcount_predictions_loss: 0.2325 44/2390 [..............................] - ETA: 22:03 - loss: 421.4616 - logits_profile_predictions_loss: 418.3936 - logcount_predictions_loss: 0.2324 45/2390 [..............................] - ETA: 22:03 - loss: 421.5112 - logits_profile_predictions_loss: 418.4441 - logcount_predictions_loss: 0.2324 46/2390 [..............................] - ETA: 22:02 - loss: 421.5541 - logits_profile_predictions_loss: 418.4878 - logcount_predictions_loss: 0.2323 47/2390 [..............................] - ETA: 22:02 - loss: 421.5967 - logits_profile_predictions_loss: 418.5313 - logcount_predictions_loss: 0.2322 48/2390 [..............................] - ETA: 22:01 - loss: 421.6221 - logits_profile_predictions_loss: 418.5577 - logcount_predictions_loss: 0.2321 49/2390 [..............................] - ETA: 22:01 - loss: 421.6689 - logits_profile_predictions_loss: 418.6053 - logcount_predictions_loss: 0.2321 50/2390 [..............................] - ETA: 22:00 - loss: 421.6946 - logits_profile_predictions_loss: 418.6322 - logcount_predictions_loss: 0.2320 51/2390 [..............................] - ETA: 21:59 - loss: 421.7150 - logits_profile_predictions_loss: 418.6533 - logcount_predictions_loss: 0.2319 52/2390 [..............................] - ETA: 21:59 - loss: 421.7215 - logits_profile_predictions_loss: 418.6602 - logcount_predictions_loss: 0.2319 53/2390 [..............................] - ETA: 21:58 - loss: 421.7373 - logits_profile_predictions_loss: 418.6766 - logcount_predictions_loss: 0.2319 54/2390 [..............................] - ETA: 21:58 - loss: 421.7426 - logits_profile_predictions_loss: 418.6828 - logcount_predictions_loss: 0.2318 55/2390 [..............................] - ETA: 21:57 - loss: 421.7613 - logits_profile_predictions_loss: 418.7021 - logcount_predictions_loss: 0.2318 56/2390 [..............................] - ETA: 21:57 - loss: 421.7857 - logits_profile_predictions_loss: 418.7273 - logcount_predictions_loss: 0.2317 57/2390 [..............................] - ETA: 21:56 - loss: 421.8079 - logits_profile_predictions_loss: 418.7505 - logcount_predictions_loss: 0.2316 58/2390 [..............................] - ETA: 21:55 - loss: 421.8309 - logits_profile_predictions_loss: 418.7746 - logcount_predictions_loss: 0.2315 59/2390 [..............................] - ETA: 21:55 - loss: 421.8529 - logits_profile_predictions_loss: 418.7979 - logcount_predictions_loss: 0.2314 60/2390 [..............................] - ETA: 21:54 - loss: 421.8692 - logits_profile_predictions_loss: 418.8156 - logcount_predictions_loss: 0.2313 61/2390 [..............................] - ETA: 21:54 - loss: 421.8718 - 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[..............................] - ETA: 22:24 - loss: 409.7419 - logits_profile_predictions_loss: 407.0944 - logcount_predictions_loss: 0.2006 12/2390 [..............................] - ETA: 22:23 - loss: 410.9721 - logits_profile_predictions_loss: 408.3257 - logcount_predictions_loss: 0.2005 13/2390 [..............................] - ETA: 22:23 - loss: 412.1287 - logits_profile_predictions_loss: 409.4820 - logcount_predictions_loss: 0.2005 14/2390 [..............................] - ETA: 22:22 - loss: 412.9692 - logits_profile_predictions_loss: 410.3200 - logcount_predictions_loss: 0.2007 15/2390 [..............................] - ETA: 22:21 - loss: 414.0045 - logits_profile_predictions_loss: 411.3507 - logcount_predictions_loss: 0.2010 16/2390 [..............................] - ETA: 22:21 - loss: 415.1272 - logits_profile_predictions_loss: 412.4658 - logcount_predictions_loss: 0.2016 17/2390 [..............................] - ETA: 22:20 - loss: 416.3997 - 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[..............................] - ETA: 22:16 - loss: 423.2947 - logits_profile_predictions_loss: 420.6274 - logcount_predictions_loss: 0.2021 25/2390 [..............................] - ETA: 22:15 - loss: 424.0479 - logits_profile_predictions_loss: 421.3806 - logcount_predictions_loss: 0.2021 26/2390 [..............................] - ETA: 22:15 - loss: 424.7386 - logits_profile_predictions_loss: 422.0725 - logcount_predictions_loss: 0.2020 27/2390 [..............................] - ETA: 22:14 - loss: 425.3432 - logits_profile_predictions_loss: 422.6768 - logcount_predictions_loss: 0.2020 28/2390 [..............................] - ETA: 22:14 - loss: 425.8473 - logits_profile_predictions_loss: 423.1806 - logcount_predictions_loss: 0.2020 29/2390 [..............................] - ETA: 22:13 - loss: 426.3102 - logits_profile_predictions_loss: 423.6438 - logcount_predictions_loss: 0.2020 30/2390 [..............................] - ETA: 22:13 - loss: 426.7693 - logits_profile_predictions_loss: 424.1024 - logcount_predictions_loss: 0.2020 31/2390 [..............................] - ETA: 22:12 - loss: 427.1377 - logits_profile_predictions_loss: 424.4706 - logcount_predictions_loss: 0.2021 32/2390 [..............................] - ETA: 22:11 - loss: 427.4608 - logits_profile_predictions_loss: 424.7944 - logcount_predictions_loss: 0.2020 33/2390 [..............................] - ETA: 22:11 - loss: 427.7367 - logits_profile_predictions_loss: 425.0712 - logcount_predictions_loss: 0.2019 34/2390 [..............................] - ETA: 22:10 - loss: 428.0371 - logits_profile_predictions_loss: 425.3719 - logcount_predictions_loss: 0.2019 35/2390 [..............................] - ETA: 22:10 - loss: 428.3967 - logits_profile_predictions_loss: 425.7320 - logcount_predictions_loss: 0.2019 36/2390 [..............................] - ETA: 22:09 - loss: 428.7330 - logits_profile_predictions_loss: 426.0687 - logcount_predictions_loss: 0.2018 37/2390 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[============================>.] - ETA: 28s - loss: 427.3784 - logits_profile_predictions_loss: 424.7590 - logcount_predictions_loss: 0.1985 2340/2390 [============================>.] - ETA: 28s - loss: 427.3783 - logits_profile_predictions_loss: 424.7588 - logcount_predictions_loss: 0.1985 2341/2390 [============================>.] - ETA: 27s - loss: 427.3781 - logits_profile_predictions_loss: 424.7587 - logcount_predictions_loss: 0.1985 2342/2390 [============================>.] - ETA: 27s - loss: 427.3780 - logits_profile_predictions_loss: 424.7585 - logcount_predictions_loss: 0.1985 2343/2390 [============================>.] - ETA: 26s - loss: 427.3779 - logits_profile_predictions_loss: 424.7584 - logcount_predictions_loss: 0.1985 2344/2390 [============================>.] - ETA: 25s - loss: 427.3777 - logits_profile_predictions_loss: 424.7582 - logcount_predictions_loss: 0.1985 2345/2390 [============================>.] - ETA: 25s - loss: 427.3776 - logits_profile_predictions_loss: 424.7580 - logcount_predictions_loss: 0.1985 2346/2390 [============================>.] - ETA: 24s - loss: 427.3774 - logits_profile_predictions_loss: 424.7579 - logcount_predictions_loss: 0.1985 2347/2390 [============================>.] - ETA: 24s - loss: 427.3773 - logits_profile_predictions_loss: 424.7577 - logcount_predictions_loss: 0.1985 2348/2390 [============================>.] - ETA: 23s - loss: 427.3771 - logits_profile_predictions_loss: 424.7576 - logcount_predictions_loss: 0.1985 2349/2390 [============================>.] - ETA: 23s - loss: 427.3770 - logits_profile_predictions_loss: 424.7574 - logcount_predictions_loss: 0.1985 2350/2390 [============================>.] - ETA: 22s - loss: 427.3768 - logits_profile_predictions_loss: 424.7572 - logcount_predictions_loss: 0.1985 2351/2390 [============================>.] - ETA: 22s - loss: 427.3767 - logits_profile_predictions_loss: 424.7571 - logcount_predictions_loss: 0.1985 2352/2390 [============================>.] - ETA: 21s - loss: 427.3766 - logits_profile_predictions_loss: 424.7569 - logcount_predictions_loss: 0.1985 2353/2390 [============================>.] - ETA: 20s - loss: 427.3764 - logits_profile_predictions_loss: 424.7568 - logcount_predictions_loss: 0.1985 2354/2390 [============================>.] - ETA: 20s - loss: 427.3763 - logits_profile_predictions_loss: 424.7566 - logcount_predictions_loss: 0.1985 2355/2390 [============================>.] - ETA: 19s - loss: 427.3761 - logits_profile_predictions_loss: 424.7565 - logcount_predictions_loss: 0.1985 2356/2390 [============================>.] - ETA: 19s - loss: 427.3760 - logits_profile_predictions_loss: 424.7563 - logcount_predictions_loss: 0.1985 2357/2390 [============================>.] - ETA: 18s - loss: 427.3758 - logits_profile_predictions_loss: 424.7561 - logcount_predictions_loss: 0.1985 2358/2390 [============================>.] - ETA: 18s - loss: 427.3757 - logits_profile_predictions_loss: 424.7560 - logcount_predictions_loss: 0.1985 2359/2390 [============================>.] - ETA: 17s - loss: 427.3755 - logits_profile_predictions_loss: 424.7558 - logcount_predictions_loss: 0.1985 2360/2390 [============================>.] - ETA: 16s - loss: 427.3754 - logits_profile_predictions_loss: 424.7557 - logcount_predictions_loss: 0.1985 2361/2390 [============================>.] - ETA: 16s - loss: 427.3753 - logits_profile_predictions_loss: 424.7556 - logcount_predictions_loss: 0.1985 2362/2390 [============================>.] - ETA: 15s - loss: 427.3752 - logits_profile_predictions_loss: 424.7554 - logcount_predictions_loss: 0.1985 2363/2390 [============================>.] - ETA: 15s - loss: 427.3750 - logits_profile_predictions_loss: 424.7553 - logcount_predictions_loss: 0.1985 2364/2390 [============================>.] - ETA: 14s - loss: 427.3749 - logits_profile_predictions_loss: 424.7551 - logcount_predictions_loss: 0.1985 2365/2390 [============================>.] - ETA: 14s - loss: 427.3748 - logits_profile_predictions_loss: 424.7550 - logcount_predictions_loss: 0.1985 2366/2390 [============================>.] - ETA: 13s - loss: 427.3747 - logits_profile_predictions_loss: 424.7548 - logcount_predictions_loss: 0.1985 2367/2390 [============================>.] - ETA: 12s - loss: 427.3745 - logits_profile_predictions_loss: 424.7547 - logcount_predictions_loss: 0.1985 2368/2390 [============================>.] - ETA: 12s - loss: 427.3744 - logits_profile_predictions_loss: 424.7546 - logcount_predictions_loss: 0.1985 2369/2390 [============================>.] - ETA: 11s - loss: 427.3743 - logits_profile_predictions_loss: 424.7544 - logcount_predictions_loss: 0.1985 2370/2390 [============================>.] - ETA: 11s - loss: 427.3741 - logits_profile_predictions_loss: 424.7543 - logcount_predictions_loss: 0.1985 2371/2390 [============================>.] - ETA: 10s - loss: 427.3740 - logits_profile_predictions_loss: 424.7541 - logcount_predictions_loss: 0.1985 2372/2390 [============================>.] - ETA: 10s - loss: 427.3739 - logits_profile_predictions_loss: 424.7540 - logcount_predictions_loss: 0.1985 2373/2390 [============================>.] - ETA: 9s - loss: 427.3738 - logits_profile_predictions_loss: 424.7539 - logcount_predictions_loss: 0.1985  2374/2390 [============================>.] - ETA: 9s - loss: 427.3737 - logits_profile_predictions_loss: 424.7538 - logcount_predictions_loss: 0.1985 2375/2390 [============================>.] - ETA: 8s - loss: 427.3736 - logits_profile_predictions_loss: 424.7537 - logcount_predictions_loss: 0.1985 2376/2390 [============================>.] - ETA: 7s - loss: 427.3735 - logits_profile_predictions_loss: 424.7535 - logcount_predictions_loss: 0.1985 2377/2390 [============================>.] - ETA: 7s - loss: 427.3734 - logits_profile_predictions_loss: 424.7534 - logcount_predictions_loss: 0.1985 2378/2390 [============================>.] - ETA: 6s - loss: 427.3733 - logits_profile_predictions_loss: 424.7533 - logcount_predictions_loss: 0.1985 2379/2390 [============================>.] - ETA: 6s - loss: 427.3732 - logits_profile_predictions_loss: 424.7532 - logcount_predictions_loss: 0.1985 2380/2390 [============================>.] - ETA: 5s - loss: 427.3731 - logits_profile_predictions_loss: 424.7531 - logcount_predictions_loss: 0.1985 2381/2390 [============================>.] - ETA: 5s - loss: 427.3730 - logits_profile_predictions_loss: 424.7529 - logcount_predictions_loss: 0.1985 2382/2390 [============================>.] - ETA: 4s - loss: 427.3729 - logits_profile_predictions_loss: 424.7528 - logcount_predictions_loss: 0.1985 2383/2390 [============================>.] - ETA: 3s - loss: 427.3727 - logits_profile_predictions_loss: 424.7527 - logcount_predictions_loss: 0.1985 2384/2390 [============================>.] - ETA: 3s - loss: 427.3726 - logits_profile_predictions_loss: 424.7526 - logcount_predictions_loss: 0.1985 2385/2390 [============================>.] - ETA: 2s - loss: 427.3725 - logits_profile_predictions_loss: 424.7524 - logcount_predictions_loss: 0.1985 2386/2390 [============================>.] - ETA: 2s - loss: 427.3724 - logits_profile_predictions_loss: 424.7523 - logcount_predictions_loss: 0.1985 2387/2390 [============================>.] - ETA: 1s - loss: 427.3723 - logits_profile_predictions_loss: 424.7522 - logcount_predictions_loss: 0.1985 2388/2390 [============================>.] - ETA: 1s - loss: 427.3722 - logits_profile_predictions_loss: 424.7520 - logcount_predictions_loss: 0.1985 2389/2390 [============================>.] - ETA: 0s - loss: 427.3720 - logits_profile_predictions_loss: 424.7519 - logcount_predictions_loss: 0.1985 2390/2390 [==============================] - ETA: 0s - loss: 427.3719 - logits_profile_predictions_loss: 424.7518 - logcount_predictions_loss: 0.1985 2390/2390 [==============================] - 1412s 591ms/step - loss: 427.3718 - logits_profile_predictions_loss: 424.7517 - logcount_predictions_loss: 0.1985 - val_loss: 516.8811 - val_logits_profile_predictions_loss: 513.6265 - val_logcount_predictions_loss: 0.2465 + +Epoch 00014: val_loss did not improve from 514.35461 +Restoring model weights from the end of the best epoch. +Epoch 00014: early stopping +save model +save model without bias +2022-10-13_19-37-57: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR879XUH//preprocessing/bigWigs/ENCSR879XUH.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(41543, 10) +loading nonpeaks... +got split:test for bed regions:(40174, 10) +0/320 +100/320 +200/320 +300/320 +2022-10-13_19-45-45: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR879XUH//preprocessing/bigWigs/ENCSR879XUH.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(41543, 10) +loading nonpeaks... +got split:test for bed regions:(40174, 10) +0/320 +100/320 +200/320 +300/320 +2022-10-13_19-53-05: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR879XUH//preprocessing/bigWigs/ENCSR879XUH.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(41543, 10) +loading nonpeaks... +got split:test for bed regions:(40174, 10) +0/320 +100/320 +200/320 +300/320 +2022-10-13_19-56-46: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//footprints +2022-10-13_19-56-46: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/36 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[========================>.....] - ETA: 9s  31/36 [========================>.....] - ETA: 7s 32/36 [=========================>....] - ETA: 6s 33/36 [==========================>...] - ETA: 4s 34/36 [===========================>..] - ETA: 3s 35/36 [============================>.] - ETA: 1s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 55s 2s/step +Saving marginal footprints +2022-10-13_20-01-03: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//footprints +2022-10-13_20-01-03: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR879XUH//chrombppnet_model_encsr880cub_bias_fold_1//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/36 [..............................] - ETA: 1:54 3/36 [=>............................] - ETA: 2s  4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 3s 6/36 [====>.........................] - ETA: 3s 7/36 [====>.........................] - ETA: 3s 8/36 [=====>........................] - ETA: 3s 9/36 [======>.......................] - ETA: 3s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 2s 14/36 [==========>...................] - ETA: 2s 15/36 [===========>..................] - ETA: 2s 16/36 [============>.................] - ETA: 2s 17/36 [=============>................] - ETA: 2s 18/36 [==============>...............] - ETA: 2s 19/36 [==============>...............] - ETA: 2s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 1s 26/36 [====================>.........] - ETA: 1s 27/36 [=====================>........] - ETA: 1s 28/36 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[========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 4s 125ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 4s 3/36 [=>............................] - ETA: 4s 4/36 [==>...........................] - ETA: 3s 5/36 [===>..........................] - ETA: 3s 6/36 [====>.........................] - ETA: 3s 7/36 [====>.........................] - ETA: 3s 8/36 [=====>........................] - ETA: 3s 9/36 [======>.......................] - ETA: 3s 10/36 [=======>......................] - ETA: 3s 11/36 [========>.....................] - ETA: 3s 12/36 [=========>....................] - ETA: 2s 13/36 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[==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 4s 125ms/step + 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 4s 3/36 [=>............................] - ETA: 4s 4/36 [==>...........................] - ETA: 4s 5/36 [===>..........................] - ETA: 3s 6/36 [====>.........................] - ETA: 3s 7/36 [====>.........................] - ETA: 3s 8/36 [=====>........................] - ETA: 3s 9/36 [======>.......................] - ETA: 3s 10/36 [=======>......................] - ETA: 3s 11/36 [========>.....................] - ETA: 3s 12/36 [=========>....................] - ETA: 3s 13/36 [=========>....................] - ETA: 2s 14/36 [==========>...................] - ETA: 2s 15/36 [===========>..................] - ETA: 2s 16/36 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[==============================] - ETA: 0s 36/36 [==============================] - 4s 125ms/step +Saving marginal footprints