diff --git "a/fold_1/logs.models.fold_1.ENCSR823ZCR/logfile.modelling.fold_1.ENCSR823ZCR.stdout.txt" "b/fold_1/logs.models.fold_1.ENCSR823ZCR/logfile.modelling.fold_1.ENCSR823ZCR.stdout.txt" new file mode 100644--- /dev/null +++ "b/fold_1/logs.models.fold_1.ENCSR823ZCR/logfile.modelling.fold_1.ENCSR823ZCR.stdout.txt" @@ -0,0 +1,466 @@ +ATAC-seq +ATAC_PE +/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json +Thu Sep 22 05:18:24 2022 ++-----------------------------------------------------------------------------+ +| NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | +|-------------------------------+----------------------+----------------------+ +| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|===============================+======================+======================| +| 0 NVIDIA A100-SXM... On | 00000000:01:00.0 Off | 0 | +| N/A 30C P0 63W / 500W | 0MiB / 81920MiB | 0% E. Process | +| | | Disabled | ++-------------------------------+----------------------+----------------------+ + ++-----------------------------------------------------------------------------+ +| Processes: | +| GPU GI CI PID Type Process name GPU Memory | +| ID ID Usage | +|=============================================================================| +| No running processes found | ++-----------------------------------------------------------------------------+ +No logfile supplied - creating one +2022-09-22_05-18-25: 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/ATAC//ENCSR823ZCR//preprocessing/bigWigs/ENCSR823ZCR.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR823ZCR//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR823ZCR//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/atac_bias_models/fold_1/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_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: 70637 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 70637 +Number of peaks input: 18309 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 18309 +Number of non peaks input: 71532 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 71532 +Number of non peaks input: 17413 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 17413 +Number of peaks after removing outliers: 69860 +Number of nonpeaks after removing outliers: 63308 +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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4ms/step +2022-09-22_05-20-14: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR823ZCR//preprocessing/bigWigs/ENCSR823ZCR.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_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': '10.7', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_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:(61445, 10) +loading nonpeaks... +got split:train for bed regions:(55705, 10) +loading peaks... +got split:valid for bed regions:(8415, 10) +loading nonpeaks... +got split:valid for bed regions:(7603, 10) +Epoch 1/50 + 1/1057 [..............................] - ETA: 1:36:32 - loss: 306.5489 - logits_profile_predictions_loss: 285.9872 - logcount_predictions_loss: 1.9217 2/1057 [..............................] - ETA: 2:28 - loss: 1325.0644 - logits_profile_predictions_loss: 277.9317 - logcount_predictions_loss: 97.8629  3/1057 [..............................] - ETA: 2:27 - loss: 1438.4576 - logits_profile_predictions_loss: 277.0140 - logcount_predictions_loss: 108.5461 4/1057 [..............................] - ETA: 2:26 - loss: 1408.6106 - logits_profile_predictions_loss: 275.6499 - logcount_predictions_loss: 105.8842 5/1057 [..............................] - ETA: 2:26 - loss: 1350.9193 - logits_profile_predictions_loss: 275.9099 - logcount_predictions_loss: 100.4682 6/1057 [..............................] - ETA: 2:26 - loss: 1289.8884 - logits_profile_predictions_loss: 276.2747 - logcount_predictions_loss: 94.7303  7/1057 [..............................] - ETA: 2:26 - loss: 1231.8709 - logits_profile_predictions_loss: 276.1395 - logcount_predictions_loss: 89.3207 8/1057 [..............................] - ETA: 2:26 - loss: 1179.1966 - logits_profile_predictions_loss: 276.0704 - logcount_predictions_loss: 84.4043 9/1057 [..............................] - ETA: 2:25 - loss: 1131.9494 - logits_profile_predictions_loss: 276.0569 - logcount_predictions_loss: 79.9900 10/1057 [..............................] - ETA: 2:25 - loss: 1089.4935 - logits_profile_predictions_loss: 275.9841 - logcount_predictions_loss: 76.0289 11/1057 [..............................] - ETA: 2:25 - loss: 1051.8816 - logits_profile_predictions_loss: 276.3587 - logcount_predictions_loss: 72.4788 12/1057 [..............................] - ETA: 2:25 - loss: 1018.0150 - logits_profile_predictions_loss: 276.7291 - logcount_predictions_loss: 69.2791 13/1057 [..............................] - ETA: 2:25 - loss: 987.3788 - logits_profile_predictions_loss: 277.0795 - logcount_predictions_loss: 66.3831  14/1057 [..............................] - ETA: 2:25 - loss: 959.5495 - logits_profile_predictions_loss: 277.4159 - logcount_predictions_loss: 63.7508 15/1057 [..............................] - ETA: 2:24 - loss: 934.2258 - logits_profile_predictions_loss: 277.7845 - logcount_predictions_loss: 61.3497 16/1057 [..............................] - ETA: 2:24 - loss: 910.8801 - logits_profile_predictions_loss: 278.0004 - logcount_predictions_loss: 59.1476 17/1057 [..............................] - ETA: 2:24 - loss: 889.3926 - logits_profile_predictions_loss: 278.1937 - logcount_predictions_loss: 57.1214 18/1057 [..............................] - ETA: 2:24 - loss: 869.5161 - logits_profile_predictions_loss: 278.3362 - logcount_predictions_loss: 55.2505 19/1057 [..............................] - ETA: 2:24 - loss: 851.0141 - logits_profile_predictions_loss: 278.3907 - logcount_predictions_loss: 53.5162 20/1057 [..............................] - ETA: 2:24 - loss: 833.7697 - logits_profile_predictions_loss: 278.3968 - logcount_predictions_loss: 51.9040 21/1057 [..............................] - ETA: 2:23 - loss: 817.6582 - logits_profile_predictions_loss: 278.3640 - logcount_predictions_loss: 50.4013 22/1057 [..............................] - ETA: 2:23 - loss: 802.6298 - logits_profile_predictions_loss: 278.3522 - logcount_predictions_loss: 48.9979 23/1057 [..............................] - ETA: 2:23 - loss: 788.5327 - logits_profile_predictions_loss: 278.3199 - logcount_predictions_loss: 47.6834 24/1057 [..............................] - ETA: 2:23 - loss: 775.3334 - logits_profile_predictions_loss: 278.3199 - logcount_predictions_loss: 46.4499 25/1057 [..............................] - ETA: 2:23 - loss: 762.9057 - logits_profile_predictions_loss: 278.3125 - logcount_predictions_loss: 45.2891 26/1057 [..............................] - ETA: 2:23 - loss: 751.1449 - logits_profile_predictions_loss: 278.2675 - logcount_predictions_loss: 44.1941 27/1057 [..............................] - ETA: 2:23 - loss: 740.0336 - logits_profile_predictions_loss: 278.2225 - logcount_predictions_loss: 43.1599 28/1057 [..............................] - ETA: 2:22 - loss: 729.5783 - logits_profile_predictions_loss: 278.2283 - logcount_predictions_loss: 42.1823 29/1057 [..............................] - ETA: 2:22 - loss: 719.6671 - logits_profile_predictions_loss: 278.2318 - logcount_predictions_loss: 41.2556 30/1057 [..............................] - ETA: 2:22 - loss: 710.2937 - logits_profile_predictions_loss: 278.2659 - logcount_predictions_loss: 40.3764 31/1057 [..............................] - ETA: 2:22 - loss: 701.3775 - logits_profile_predictions_loss: 278.2937 - logcount_predictions_loss: 39.5405 32/1057 [..............................] - ETA: 2:22 - loss: 692.8808 - logits_profile_predictions_loss: 278.3107 - logcount_predictions_loss: 38.7449 33/1057 [..............................] - ETA: 2:22 - loss: 684.7514 - logits_profile_predictions_loss: 278.3004 - logcount_predictions_loss: 37.9861 34/1057 [..............................] - ETA: 2:22 - loss: 676.9946 - logits_profile_predictions_loss: 278.2923 - logcount_predictions_loss: 37.2619 35/1057 [..............................] - ETA: 2:22 - loss: 669.5578 - logits_profile_predictions_loss: 278.2635 - logcount_predictions_loss: 36.5696 36/1057 [>.............................] - ETA: 2:21 - loss: 662.4267 - logits_profile_predictions_loss: 278.2206 - logcount_predictions_loss: 35.9071 37/1057 [>.............................] - ETA: 2:21 - loss: 655.5841 - logits_profile_predictions_loss: 278.1672 - logcount_predictions_loss: 35.2726 38/1057 [>.............................] - ETA: 2:21 - loss: 649.0307 - logits_profile_predictions_loss: 278.1215 - logcount_predictions_loss: 34.6644 39/1057 [>.............................] - ETA: 2:21 - loss: 642.7487 - logits_profile_predictions_loss: 278.0840 - logcount_predictions_loss: 34.0808 40/1057 [>.............................] - ETA: 2:21 - loss: 636.7190 - logits_profile_predictions_loss: 278.0520 - logcount_predictions_loss: 33.5203 41/1057 [>.............................] - ETA: 2:21 - loss: 630.9142 - logits_profile_predictions_loss: 278.0153 - logcount_predictions_loss: 32.9812 42/1057 [>.............................] - ETA: 2:21 - loss: 625.3386 - logits_profile_predictions_loss: 277.9894 - logcount_predictions_loss: 32.4626 43/1057 [>.............................] - ETA: 2:20 - loss: 619.9498 - logits_profile_predictions_loss: 277.9480 - logcount_predictions_loss: 31.9628 44/1057 [>.............................] - ETA: 2:20 - loss: 614.7511 - logits_profile_predictions_loss: 277.9035 - logcount_predictions_loss: 31.4811 45/1057 [>.............................] - ETA: 2:20 - loss: 609.7521 - logits_profile_predictions_loss: 277.8719 - logcount_predictions_loss: 31.0168 46/1057 [>.............................] - ETA: 2:20 - loss: 604.9290 - logits_profile_predictions_loss: 277.8422 - logcount_predictions_loss: 30.5689 47/1057 [>.............................] - ETA: 2:20 - loss: 600.2671 - logits_profile_predictions_loss: 277.8104 - logcount_predictions_loss: 30.1361 48/1057 [>.............................] - ETA: 2:20 - loss: 595.7684 - logits_profile_predictions_loss: 277.7862 - logcount_predictions_loss: 29.7180 49/1057 [>.............................] - ETA: 2:20 - loss: 591.4174 - logits_profile_predictions_loss: 277.7633 - logcount_predictions_loss: 29.3135 50/1057 [>.............................] - ETA: 2:19 - loss: 587.2084 - logits_profile_predictions_loss: 277.7426 - logcount_predictions_loss: 28.9220 51/1057 [>.............................] - ETA: 2:19 - loss: 583.1291 - logits_profile_predictions_loss: 277.7196 - logcount_predictions_loss: 28.5430 52/1057 [>.............................] - ETA: 2:19 - loss: 579.1840 - logits_profile_predictions_loss: 277.7030 - logcount_predictions_loss: 28.1758 53/1057 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loss: 320.2430 - logits_profile_predictions_loss: 273.2216 - logcount_predictions_loss: 4.3945 1055/1057 [============================>.] - ETA: 0s - loss: 320.2177 - logits_profile_predictions_loss: 273.2198 - logcount_predictions_loss: 4.3923 1056/1057 [============================>.] - ETA: 0s - loss: 320.1925 - logits_profile_predictions_loss: 273.2180 - logcount_predictions_loss: 4.3902 1057/1057 [==============================] - ETA: 0s - loss: 320.1673 - logits_profile_predictions_loss: 273.2162 - logcount_predictions_loss: 4.3880 1057/1057 [==============================] - 163s 149ms/step - loss: 320.1422 - logits_profile_predictions_loss: 273.2145 - logcount_predictions_loss: 4.3858 - val_loss: 297.7970 - val_logits_profile_predictions_loss: 293.0190 - val_logcount_predictions_loss: 0.4465 + +Epoch 00001: val_loss improved from inf to 297.79703, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1/chrombpnet.h5 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logits_profile_predictions_loss: 264.3000 - logcount_predictions_loss: 0.4698 8/1057 [..............................] - ETA: 2:26 - loss: 269.6414 - logits_profile_predictions_loss: 264.5557 - logcount_predictions_loss: 0.4753 9/1057 [..............................] - ETA: 2:26 - loss: 269.7082 - logits_profile_predictions_loss: 264.5860 - logcount_predictions_loss: 0.4787 10/1057 [..............................] - ETA: 2:26 - loss: 269.8617 - logits_profile_predictions_loss: 264.7152 - logcount_predictions_loss: 0.4810 11/1057 [..............................] - ETA: 2:26 - loss: 270.0370 - logits_profile_predictions_loss: 264.8791 - logcount_predictions_loss: 0.4820 12/1057 [..............................] - ETA: 2:25 - loss: 270.0321 - logits_profile_predictions_loss: 264.8596 - logcount_predictions_loss: 0.4834 13/1057 [..............................] - ETA: 2:25 - loss: 270.1220 - logits_profile_predictions_loss: 264.9430 - logcount_predictions_loss: 0.4840 14/1057 [..............................] - ETA: 2:25 - loss: 270.2116 - logits_profile_predictions_loss: 265.0231 - logcount_predictions_loss: 0.4849 15/1057 [..............................] - ETA: 2:25 - loss: 270.3002 - logits_profile_predictions_loss: 265.1037 - logcount_predictions_loss: 0.4857 16/1057 [..............................] - ETA: 2:25 - loss: 270.4024 - logits_profile_predictions_loss: 265.2025 - logcount_predictions_loss: 0.4860 17/1057 [..............................] - ETA: 2:24 - loss: 270.4897 - logits_profile_predictions_loss: 265.2907 - logcount_predictions_loss: 0.4859 18/1057 [..............................] - ETA: 2:24 - loss: 270.5649 - logits_profile_predictions_loss: 265.3655 - logcount_predictions_loss: 0.4859 19/1057 [..............................] - ETA: 2:24 - loss: 270.6281 - logits_profile_predictions_loss: 265.4319 - logcount_predictions_loss: 0.4856 20/1057 [..............................] - ETA: 2:24 - loss: 270.7665 - logits_profile_predictions_loss: 265.5744 - logcount_predictions_loss: 0.4852 21/1057 [..............................] - ETA: 2:24 - loss: 270.9133 - logits_profile_predictions_loss: 265.7251 - logcount_predictions_loss: 0.4849 22/1057 [..............................] - ETA: 2:24 - loss: 271.0034 - logits_profile_predictions_loss: 265.8168 - logcount_predictions_loss: 0.4847 23/1057 [..............................] - ETA: 2:23 - loss: 271.0564 - logits_profile_predictions_loss: 265.8720 - logcount_predictions_loss: 0.4845 24/1057 [..............................] - ETA: 2:23 - loss: 271.1061 - logits_profile_predictions_loss: 265.9216 - logcount_predictions_loss: 0.4845 25/1057 [..............................] - ETA: 2:23 - loss: 271.1433 - logits_profile_predictions_loss: 265.9603 - logcount_predictions_loss: 0.4844 26/1057 [..............................] - ETA: 2:23 - loss: 271.1360 - logits_profile_predictions_loss: 265.9564 - logcount_predictions_loss: 0.4841 27/1057 [..............................] - ETA: 2:23 - loss: 271.1005 - logits_profile_predictions_loss: 265.9250 - logcount_predictions_loss: 0.4837 28/1057 [..............................] - ETA: 2:23 - loss: 271.0810 - logits_profile_predictions_loss: 265.9102 - logcount_predictions_loss: 0.4832 29/1057 [..............................] - ETA: 2:23 - loss: 271.0509 - logits_profile_predictions_loss: 265.8858 - logcount_predictions_loss: 0.4827 30/1057 [..............................] - ETA: 2:22 - loss: 271.0428 - logits_profile_predictions_loss: 265.8840 - logcount_predictions_loss: 0.4821 31/1057 [..............................] - ETA: 2:22 - loss: 271.0338 - logits_profile_predictions_loss: 265.8825 - logcount_predictions_loss: 0.4814 32/1057 [..............................] - ETA: 2:22 - loss: 271.0405 - logits_profile_predictions_loss: 265.8968 - logcount_predictions_loss: 0.4807 33/1057 [..............................] - ETA: 2:22 - loss: 271.0633 - logits_profile_predictions_loss: 265.9271 - logcount_predictions_loss: 0.4800 34/1057 [..............................] - ETA: 2:22 - loss: 271.0845 - logits_profile_predictions_loss: 265.9555 - logcount_predictions_loss: 0.4793 35/1057 [..............................] - ETA: 2:22 - loss: 271.1081 - logits_profile_predictions_loss: 265.9851 - logcount_predictions_loss: 0.4788 36/1057 [>.............................] - ETA: 2:22 - loss: 271.1057 - logits_profile_predictions_loss: 265.9884 - logcount_predictions_loss: 0.4783 37/1057 [>.............................] - ETA: 2:21 - loss: 271.1012 - logits_profile_predictions_loss: 265.9889 - logcount_predictions_loss: 0.4778 38/1057 [>.............................] - ETA: 2:21 - loss: 271.0901 - logits_profile_predictions_loss: 265.9821 - logcount_predictions_loss: 0.4774 39/1057 [>.............................] - ETA: 2:21 - loss: 271.0681 - logits_profile_predictions_loss: 265.9642 - logcount_predictions_loss: 0.4770 40/1057 [>.............................] - ETA: 2:21 - loss: 271.0533 - logits_profile_predictions_loss: 265.9522 - logcount_predictions_loss: 0.4767 41/1057 [>.............................] - ETA: 2:21 - loss: 271.0441 - logits_profile_predictions_loss: 265.9464 - logcount_predictions_loss: 0.4764 42/1057 [>.............................] - ETA: 2:21 - loss: 271.0303 - logits_profile_predictions_loss: 265.9360 - logcount_predictions_loss: 0.4761 43/1057 [>.............................] - ETA: 2:21 - loss: 271.0062 - logits_profile_predictions_loss: 265.9149 - logcount_predictions_loss: 0.4758 44/1057 [>.............................] - ETA: 2:20 - loss: 270.9877 - logits_profile_predictions_loss: 265.9000 - logcount_predictions_loss: 0.4755 45/1057 [>.............................] - ETA: 2:20 - loss: 270.9781 - logits_profile_predictions_loss: 265.8933 - logcount_predictions_loss: 0.4752 46/1057 [>.............................] - ETA: 2:20 - loss: 270.9794 - logits_profile_predictions_loss: 265.8975 - logcount_predictions_loss: 0.4749 47/1057 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logits_profile_predictions_loss: 265.8797 - logcount_predictions_loss: 0.4680 74/1057 [=>............................] - ETA: 2:16 - loss: 270.8886 - logits_profile_predictions_loss: 265.8831 - logcount_predictions_loss: 0.4678 75/1057 [=>............................] - ETA: 2:16 - loss: 270.8898 - logits_profile_predictions_loss: 265.8869 - logcount_predictions_loss: 0.4676 76/1057 [=>............................] - ETA: 2:16 - loss: 270.8913 - logits_profile_predictions_loss: 265.8908 - logcount_predictions_loss: 0.4673 77/1057 [=>............................] - ETA: 2:16 - loss: 270.8892 - logits_profile_predictions_loss: 265.8914 - logcount_predictions_loss: 0.4671 78/1057 [=>............................] - ETA: 2:16 - loss: 270.8838 - logits_profile_predictions_loss: 265.8885 - logcount_predictions_loss: 0.4668 79/1057 [=>............................] - ETA: 2:15 - loss: 270.8801 - logits_profile_predictions_loss: 265.8874 - logcount_predictions_loss: 0.4666 80/1057 [=>............................] - ETA: 2:15 - loss: 270.8746 - logits_profile_predictions_loss: 265.8844 - logcount_predictions_loss: 0.4664 81/1057 [=>............................] - ETA: 2:15 - loss: 270.8684 - logits_profile_predictions_loss: 265.8808 - logcount_predictions_loss: 0.4661 82/1057 [=>............................] - ETA: 2:15 - loss: 270.8639 - logits_profile_predictions_loss: 265.8788 - logcount_predictions_loss: 0.4659 83/1057 [=>............................] - ETA: 2:15 - loss: 270.8621 - logits_profile_predictions_loss: 265.8797 - logcount_predictions_loss: 0.4656 84/1057 [=>............................] - ETA: 2:15 - loss: 270.8668 - logits_profile_predictions_loss: 265.8868 - logcount_predictions_loss: 0.4654 85/1057 [=>............................] - ETA: 2:15 - loss: 270.8724 - logits_profile_predictions_loss: 265.8946 - logcount_predictions_loss: 0.4652 86/1057 [=>............................] - ETA: 2:14 - loss: 270.8822 - logits_profile_predictions_loss: 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loss: 270.9195 - logits_profile_predictions_loss: 265.9574 - logcount_predictions_loss: 0.4637 94/1057 [=>............................] - ETA: 2:13 - loss: 270.9259 - logits_profile_predictions_loss: 265.9653 - logcount_predictions_loss: 0.4636 95/1057 [=>............................] - ETA: 2:13 - loss: 270.9311 - logits_profile_predictions_loss: 265.9720 - logcount_predictions_loss: 0.4635 96/1057 [=>............................] - ETA: 2:13 - loss: 270.9385 - logits_profile_predictions_loss: 265.9807 - logcount_predictions_loss: 0.4633 97/1057 [=>............................] - ETA: 2:13 - loss: 270.9457 - logits_profile_predictions_loss: 265.9893 - logcount_predictions_loss: 0.4632 98/1057 [=>............................] - ETA: 2:13 - loss: 270.9521 - logits_profile_predictions_loss: 265.9969 - logcount_predictions_loss: 0.4631 99/1057 [=>............................] - ETA: 2:13 - loss: 270.9562 - logits_profile_predictions_loss: 266.0023 - logcount_predictions_loss: 0.4630 100/1057 [=>............................] - ETA: 2:13 - loss: 270.9589 - logits_profile_predictions_loss: 266.0062 - logcount_predictions_loss: 0.4629 101/1057 [=>............................] - ETA: 2:12 - loss: 270.9639 - logits_profile_predictions_loss: 266.0123 - logcount_predictions_loss: 0.4628 102/1057 [=>............................] - ETA: 2:12 - loss: 270.9660 - logits_profile_predictions_loss: 266.0155 - logcount_predictions_loss: 0.4627 103/1057 [=>............................] - ETA: 2:12 - loss: 270.9696 - logits_profile_predictions_loss: 266.0201 - logcount_predictions_loss: 0.4626 104/1057 [=>............................] - ETA: 2:12 - loss: 270.9758 - logits_profile_predictions_loss: 266.0274 - logcount_predictions_loss: 0.4625 105/1057 [=>............................] - ETA: 2:12 - loss: 270.9811 - logits_profile_predictions_loss: 266.0337 - logcount_predictions_loss: 0.4624 106/1057 [==>...........................] - ETA: 2:12 - loss: 270.9872 - 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[==>...........................] - ETA: 2:09 - loss: 271.1220 - logits_profile_predictions_loss: 266.1970 - logcount_predictions_loss: 0.4603 127/1057 [==>...........................] - ETA: 2:09 - loss: 271.1301 - logits_profile_predictions_loss: 266.2060 - logcount_predictions_loss: 0.4602 128/1057 [==>...........................] - ETA: 2:09 - loss: 271.1376 - logits_profile_predictions_loss: 266.2143 - logcount_predictions_loss: 0.4601 129/1057 [==>...........................] - ETA: 2:08 - loss: 271.1445 - logits_profile_predictions_loss: 266.2221 - logcount_predictions_loss: 0.4600 130/1057 [==>...........................] - ETA: 2:08 - loss: 271.1500 - logits_profile_predictions_loss: 266.2284 - logcount_predictions_loss: 0.4600 131/1057 [==>...........................] - ETA: 2:08 - loss: 271.1563 - logits_profile_predictions_loss: 266.2355 - logcount_predictions_loss: 0.4599 132/1057 [==>...........................] - ETA: 2:08 - loss: 271.1630 - 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[=====>........................] - ETA: 1:56 - loss: 271.4464 - logits_profile_predictions_loss: 266.5632 - logcount_predictions_loss: 0.4564 218/1057 [=====>........................] - ETA: 1:56 - loss: 271.4495 - logits_profile_predictions_loss: 266.5664 - logcount_predictions_loss: 0.4564 219/1057 [=====>........................] - ETA: 1:56 - loss: 271.4525 - logits_profile_predictions_loss: 266.5694 - logcount_predictions_loss: 0.4564 220/1057 [=====>........................] - ETA: 1:56 - loss: 271.4557 - logits_profile_predictions_loss: 266.5727 - logcount_predictions_loss: 0.4564 221/1057 [=====>........................] - ETA: 1:56 - loss: 271.4592 - logits_profile_predictions_loss: 266.5762 - logcount_predictions_loss: 0.4564 222/1057 [=====>........................] - ETA: 1:56 - loss: 271.4631 - logits_profile_predictions_loss: 266.5802 - logcount_predictions_loss: 0.4563 223/1057 [=====>........................] - ETA: 1:55 - loss: 271.4677 - 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[=====>........................] - ETA: 1:54 - loss: 271.5037 - logits_profile_predictions_loss: 266.6214 - logcount_predictions_loss: 0.4563 231/1057 [=====>........................] - ETA: 1:54 - loss: 271.5102 - logits_profile_predictions_loss: 266.6281 - logcount_predictions_loss: 0.4563 232/1057 [=====>........................] - ETA: 1:54 - loss: 271.5171 - logits_profile_predictions_loss: 266.6351 - logcount_predictions_loss: 0.4563 233/1057 [=====>........................] - ETA: 1:54 - loss: 271.5233 - logits_profile_predictions_loss: 266.6415 - logcount_predictions_loss: 0.4562 234/1057 [=====>........................] - ETA: 1:54 - loss: 271.5291 - logits_profile_predictions_loss: 266.6474 - logcount_predictions_loss: 0.4562 235/1057 [=====>........................] - ETA: 1:54 - loss: 271.5348 - logits_profile_predictions_loss: 266.6532 - logcount_predictions_loss: 0.4562 236/1057 [=====>........................] - ETA: 1:54 - loss: 271.5402 - 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[=====>........................] - ETA: 1:53 - loss: 271.5790 - logits_profile_predictions_loss: 266.6981 - logcount_predictions_loss: 0.4562 244/1057 [=====>........................] - ETA: 1:53 - loss: 271.5845 - logits_profile_predictions_loss: 266.7036 - logcount_predictions_loss: 0.4562 245/1057 [=====>........................] - ETA: 1:52 - loss: 271.5900 - logits_profile_predictions_loss: 266.7092 - logcount_predictions_loss: 0.4561 246/1057 [=====>........................] - ETA: 1:52 - loss: 271.5952 - logits_profile_predictions_loss: 266.7146 - logcount_predictions_loss: 0.4561 247/1057 [======>.......................] - ETA: 1:52 - loss: 271.6007 - logits_profile_predictions_loss: 266.7201 - logcount_predictions_loss: 0.4561 248/1057 [======>.......................] - ETA: 1:52 - loss: 271.6065 - logits_profile_predictions_loss: 266.7259 - logcount_predictions_loss: 0.4561 249/1057 [======>.......................] - ETA: 1:52 - loss: 271.6117 - 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logits_profile_predictions_loss: 266.7031 - logcount_predictions_loss: 0.3496 103/1057 [=>............................] - ETA: 2:12 - loss: 270.4181 - logits_profile_predictions_loss: 266.6765 - logcount_predictions_loss: 0.3497 104/1057 [=>............................] - ETA: 2:12 - loss: 270.3935 - logits_profile_predictions_loss: 266.6509 - logcount_predictions_loss: 0.3498 105/1057 [=>............................] - ETA: 2:12 - loss: 270.3709 - logits_profile_predictions_loss: 266.6273 - logcount_predictions_loss: 0.3499 106/1057 [==>...........................] - ETA: 2:12 - loss: 270.3509 - logits_profile_predictions_loss: 266.6063 - logcount_predictions_loss: 0.3500 107/1057 [==>...........................] - ETA: 2:11 - loss: 270.3306 - logits_profile_predictions_loss: 266.5850 - logcount_predictions_loss: 0.3501 108/1057 [==>...........................] - ETA: 2:11 - loss: 270.3109 - logits_profile_predictions_loss: 266.5643 - logcount_predictions_loss: 0.3502 109/1057 [==>...........................] - ETA: 2:11 - loss: 270.2888 - logits_profile_predictions_loss: 266.5411 - logcount_predictions_loss: 0.3502 110/1057 [==>...........................] - ETA: 2:11 - loss: 270.2678 - logits_profile_predictions_loss: 266.5190 - logcount_predictions_loss: 0.3504 111/1057 [==>...........................] - ETA: 2:11 - loss: 270.2458 - logits_profile_predictions_loss: 266.4959 - logcount_predictions_loss: 0.3505 112/1057 [==>...........................] - ETA: 2:11 - loss: 270.2237 - logits_profile_predictions_loss: 266.4728 - logcount_predictions_loss: 0.3506 113/1057 [==>...........................] - ETA: 2:11 - loss: 270.2028 - logits_profile_predictions_loss: 266.4508 - logcount_predictions_loss: 0.3507 114/1057 [==>...........................] - ETA: 2:10 - loss: 270.1821 - logits_profile_predictions_loss: 266.4291 - logcount_predictions_loss: 0.3508 115/1057 [==>...........................] - ETA: 2:10 - loss: 270.1589 - 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[==>...........................] - ETA: 2:09 - loss: 269.9941 - logits_profile_predictions_loss: 266.2324 - logcount_predictions_loss: 0.3516 123/1057 [==>...........................] - ETA: 2:09 - loss: 269.9712 - logits_profile_predictions_loss: 266.2083 - logcount_predictions_loss: 0.3517 124/1057 [==>...........................] - ETA: 2:09 - loss: 269.9486 - logits_profile_predictions_loss: 266.1846 - logcount_predictions_loss: 0.3518 125/1057 [==>...........................] - ETA: 2:09 - loss: 269.9266 - logits_profile_predictions_loss: 266.1614 - logcount_predictions_loss: 0.3519 126/1057 [==>...........................] - ETA: 2:09 - loss: 269.9069 - logits_profile_predictions_loss: 266.1404 - logcount_predictions_loss: 0.3520 127/1057 [==>...........................] - ETA: 2:09 - loss: 269.8859 - logits_profile_predictions_loss: 266.1182 - logcount_predictions_loss: 0.3521 128/1057 [==>...........................] - ETA: 2:09 - loss: 269.8652 - 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[==>...........................] - ETA: 2:08 - loss: 269.7415 - logits_profile_predictions_loss: 265.9646 - logcount_predictions_loss: 0.3530 136/1057 [==>...........................] - ETA: 2:07 - loss: 269.7282 - logits_profile_predictions_loss: 265.9502 - logcount_predictions_loss: 0.3531 137/1057 [==>...........................] - ETA: 2:07 - loss: 269.7149 - logits_profile_predictions_loss: 265.9358 - logcount_predictions_loss: 0.3532 138/1057 [==>...........................] - ETA: 2:07 - loss: 269.7041 - logits_profile_predictions_loss: 265.9240 - logcount_predictions_loss: 0.3533 139/1057 [==>...........................] - ETA: 2:07 - loss: 269.6916 - logits_profile_predictions_loss: 265.9106 - logcount_predictions_loss: 0.3534 140/1057 [==>...........................] - ETA: 2:07 - loss: 269.6791 - logits_profile_predictions_loss: 265.8971 - logcount_predictions_loss: 0.3535 141/1057 [===>..........................] - ETA: 2:07 - loss: 269.6692 - 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[===>..........................] - ETA: 2:06 - loss: 269.6067 - logits_profile_predictions_loss: 265.8181 - logcount_predictions_loss: 0.3541 149/1057 [===>..........................] - ETA: 2:06 - loss: 269.5987 - logits_profile_predictions_loss: 265.8093 - logcount_predictions_loss: 0.3542 150/1057 [===>..........................] - ETA: 2:06 - loss: 269.5900 - logits_profile_predictions_loss: 265.7999 - logcount_predictions_loss: 0.3542 151/1057 [===>..........................] - ETA: 2:05 - loss: 269.5826 - logits_profile_predictions_loss: 265.7917 - logcount_predictions_loss: 0.3543 152/1057 [===>..........................] - ETA: 2:05 - loss: 269.5748 - logits_profile_predictions_loss: 265.7832 - logcount_predictions_loss: 0.3544 153/1057 [===>..........................] - ETA: 2:05 - loss: 269.5665 - logits_profile_predictions_loss: 265.7741 - logcount_predictions_loss: 0.3544 154/1057 [===>..........................] - ETA: 2:05 - loss: 269.5584 - logits_profile_predictions_loss: 265.7651 - logcount_predictions_loss: 0.3545 155/1057 [===>..........................] - ETA: 2:05 - loss: 269.5497 - logits_profile_predictions_loss: 265.7555 - logcount_predictions_loss: 0.3546 156/1057 [===>..........................] - ETA: 2:05 - loss: 269.5414 - logits_profile_predictions_loss: 265.7463 - logcount_predictions_loss: 0.3547 157/1057 [===>..........................] - ETA: 2:05 - loss: 269.5327 - logits_profile_predictions_loss: 265.7368 - logcount_predictions_loss: 0.3548 158/1057 [===>..........................] - ETA: 2:04 - loss: 269.5255 - logits_profile_predictions_loss: 265.7287 - logcount_predictions_loss: 0.3548 159/1057 [===>..........................] - ETA: 2:04 - loss: 269.5186 - logits_profile_predictions_loss: 265.7209 - logcount_predictions_loss: 0.3549 160/1057 [===>..........................] - ETA: 2:04 - loss: 269.5121 - logits_profile_predictions_loss: 265.7136 - logcount_predictions_loss: 0.3550 161/1057 [===>..........................] - ETA: 2:04 - loss: 269.5054 - logits_profile_predictions_loss: 265.7060 - logcount_predictions_loss: 0.3551 162/1057 [===>..........................] - ETA: 2:04 - loss: 269.4978 - logits_profile_predictions_loss: 265.6977 - logcount_predictions_loss: 0.3552 163/1057 [===>..........................] - ETA: 2:04 - loss: 269.4897 - logits_profile_predictions_loss: 265.6888 - logcount_predictions_loss: 0.3552 164/1057 [===>..........................] - ETA: 2:04 - loss: 269.4814 - logits_profile_predictions_loss: 265.6796 - logcount_predictions_loss: 0.3553 165/1057 [===>..........................] - ETA: 2:03 - loss: 269.4730 - logits_profile_predictions_loss: 265.6704 - logcount_predictions_loss: 0.3554 166/1057 [===>..........................] - ETA: 2:03 - loss: 269.4647 - logits_profile_predictions_loss: 265.6613 - logcount_predictions_loss: 0.3555 167/1057 [===>..........................] - ETA: 2:03 - loss: 269.4565 - logits_profile_predictions_loss: 265.6524 - logcount_predictions_loss: 0.3555 168/1057 [===>..........................] - ETA: 2:03 - loss: 269.4481 - logits_profile_predictions_loss: 265.6432 - logcount_predictions_loss: 0.3556 169/1057 [===>..........................] - ETA: 2:03 - loss: 269.4401 - logits_profile_predictions_loss: 265.6345 - logcount_predictions_loss: 0.3557 170/1057 [===>..........................] - ETA: 2:03 - loss: 269.4317 - logits_profile_predictions_loss: 265.6254 - logcount_predictions_loss: 0.3557 171/1057 [===>..........................] - ETA: 2:03 - loss: 269.4229 - logits_profile_predictions_loss: 265.6158 - logcount_predictions_loss: 0.3558 172/1057 [===>..........................] - ETA: 2:02 - loss: 269.4138 - logits_profile_predictions_loss: 265.6060 - logcount_predictions_loss: 0.3559 173/1057 [===>..........................] - ETA: 2:02 - loss: 269.4051 - logits_profile_predictions_loss: 265.5966 - logcount_predictions_loss: 0.3559 174/1057 [===>..........................] - ETA: 2:02 - loss: 269.3974 - logits_profile_predictions_loss: 265.5883 - logcount_predictions_loss: 0.3560 175/1057 [===>..........................] - ETA: 2:02 - loss: 269.3902 - logits_profile_predictions_loss: 265.5803 - logcount_predictions_loss: 0.3561 176/1057 [===>..........................] - ETA: 2:02 - loss: 269.3834 - logits_profile_predictions_loss: 265.5727 - logcount_predictions_loss: 0.3561 177/1057 [====>.........................] - ETA: 2:02 - loss: 269.3758 - logits_profile_predictions_loss: 265.5644 - logcount_predictions_loss: 0.3562 178/1057 [====>.........................] - ETA: 2:02 - loss: 269.3689 - logits_profile_predictions_loss: 265.5567 - logcount_predictions_loss: 0.3563 179/1057 [====>.........................] - ETA: 2:01 - loss: 269.3622 - logits_profile_predictions_loss: 265.5492 - logcount_predictions_loss: 0.3564 180/1057 [====>.........................] - ETA: 2:01 - loss: 269.3544 - 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val_logits_profile_predictions_loss: 288.8379 - val_logcount_predictions_loss: 0.3370 + +Epoch 00003: val_loss improved from 294.01135 to 292.44363, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1/chrombpnet.h5 +Epoch 4/50 + 1/1057 [..............................] - ETA: 2:42 - loss: 271.8925 - logits_profile_predictions_loss: 268.3256 - logcount_predictions_loss: 0.3334 2/1057 [..............................] - ETA: 2:28 - loss: 270.5789 - logits_profile_predictions_loss: 266.8632 - logcount_predictions_loss: 0.3473 3/1057 [..............................] - ETA: 2:27 - loss: 271.5110 - logits_profile_predictions_loss: 267.8598 - logcount_predictions_loss: 0.3412 4/1057 [..............................] - ETA: 2:26 - loss: 271.7882 - logits_profile_predictions_loss: 268.1187 - logcount_predictions_loss: 0.3429 5/1057 [..............................] - ETA: 2:26 - loss: 271.9903 - logits_profile_predictions_loss: 268.3146 - logcount_predictions_loss: 0.3435 6/1057 [..............................] - ETA: 2:26 - loss: 271.8289 - logits_profile_predictions_loss: 268.1539 - logcount_predictions_loss: 0.3435 7/1057 [..............................] - ETA: 2:25 - loss: 271.6506 - logits_profile_predictions_loss: 267.9771 - logcount_predictions_loss: 0.3433 8/1057 [..............................] - ETA: 2:25 - loss: 271.2959 - logits_profile_predictions_loss: 267.6239 - logcount_predictions_loss: 0.3432 9/1057 [..............................] - ETA: 2:25 - loss: 271.3630 - logits_profile_predictions_loss: 267.7000 - logcount_predictions_loss: 0.3423 10/1057 [..............................] - ETA: 2:25 - loss: 271.3553 - logits_profile_predictions_loss: 267.6940 - logcount_predictions_loss: 0.3422 11/1057 [..............................] - ETA: 2:25 - loss: 271.4884 - logits_profile_predictions_loss: 267.8245 - logcount_predictions_loss: 0.3424 12/1057 [..............................] - ETA: 2:25 - loss: 271.5788 - logits_profile_predictions_loss: 267.9068 - logcount_predictions_loss: 0.3432 13/1057 [..............................] - ETA: 2:24 - loss: 271.6612 - logits_profile_predictions_loss: 267.9832 - logcount_predictions_loss: 0.3437 14/1057 [..............................] - ETA: 2:24 - loss: 271.5306 - logits_profile_predictions_loss: 267.8535 - logcount_predictions_loss: 0.3437 15/1057 [..............................] - ETA: 2:24 - loss: 271.4922 - logits_profile_predictions_loss: 267.8152 - logcount_predictions_loss: 0.3436 16/1057 [..............................] - ETA: 2:24 - loss: 271.4496 - logits_profile_predictions_loss: 267.7746 - logcount_predictions_loss: 0.3435 17/1057 [..............................] - ETA: 2:24 - loss: 271.3751 - logits_profile_predictions_loss: 267.6999 - logcount_predictions_loss: 0.3435 18/1057 [..............................] - ETA: 2:24 - loss: 271.2356 - logits_profile_predictions_loss: 267.5602 - logcount_predictions_loss: 0.3435 19/1057 [..............................] - ETA: 2:24 - loss: 271.1143 - logits_profile_predictions_loss: 267.4352 - logcount_predictions_loss: 0.3438 20/1057 [..............................] - ETA: 2:24 - loss: 271.0219 - logits_profile_predictions_loss: 267.3394 - logcount_predictions_loss: 0.3442 21/1057 [..............................] - ETA: 2:23 - loss: 270.9771 - logits_profile_predictions_loss: 267.2912 - logcount_predictions_loss: 0.3445 22/1057 [..............................] - ETA: 2:23 - loss: 270.9711 - logits_profile_predictions_loss: 267.2813 - logcount_predictions_loss: 0.3448 23/1057 [..............................] - ETA: 2:23 - loss: 270.9033 - logits_profile_predictions_loss: 267.2087 - logcount_predictions_loss: 0.3453 24/1057 [..............................] - ETA: 2:23 - loss: 270.8085 - logits_profile_predictions_loss: 267.1091 - logcount_predictions_loss: 0.3457 25/1057 [..............................] - ETA: 2:23 - loss: 270.7628 - logits_profile_predictions_loss: 267.0581 - logcount_predictions_loss: 0.3462 26/1057 [..............................] - ETA: 2:23 - loss: 270.7152 - logits_profile_predictions_loss: 267.0042 - logcount_predictions_loss: 0.3468 27/1057 [..............................] - ETA: 2:23 - loss: 270.6772 - logits_profile_predictions_loss: 266.9612 - logcount_predictions_loss: 0.3473 28/1057 [..............................] - ETA: 2:22 - loss: 270.6521 - logits_profile_predictions_loss: 266.9324 - logcount_predictions_loss: 0.3476 29/1057 [..............................] - ETA: 2:22 - loss: 270.6230 - logits_profile_predictions_loss: 266.8993 - logcount_predictions_loss: 0.3480 30/1057 [..............................] - ETA: 2:22 - loss: 270.5753 - logits_profile_predictions_loss: 266.8489 - logcount_predictions_loss: 0.3483 31/1057 [..............................] - ETA: 2:22 - loss: 270.5377 - logits_profile_predictions_loss: 266.8083 - logcount_predictions_loss: 0.3485 32/1057 [..............................] - ETA: 2:22 - loss: 270.4956 - logits_profile_predictions_loss: 266.7629 - logcount_predictions_loss: 0.3488 33/1057 [..............................] - ETA: 2:22 - loss: 270.4495 - logits_profile_predictions_loss: 266.7143 - logcount_predictions_loss: 0.3491 34/1057 [..............................] - ETA: 2:22 - loss: 270.3765 - logits_profile_predictions_loss: 266.6390 - logcount_predictions_loss: 0.3493 35/1057 [..............................] - ETA: 2:21 - loss: 270.3123 - logits_profile_predictions_loss: 266.5730 - logcount_predictions_loss: 0.3495 36/1057 [>.............................] - ETA: 2:21 - loss: 270.2475 - logits_profile_predictions_loss: 266.5062 - logcount_predictions_loss: 0.3497 37/1057 [>.............................] - ETA: 2:21 - loss: 270.1913 - logits_profile_predictions_loss: 266.4481 - logcount_predictions_loss: 0.3498 38/1057 [>.............................] - ETA: 2:21 - loss: 270.1507 - logits_profile_predictions_loss: 266.4056 - logcount_predictions_loss: 0.3500 39/1057 [>.............................] - ETA: 2:21 - loss: 270.1149 - logits_profile_predictions_loss: 266.3681 - logcount_predictions_loss: 0.3502 40/1057 [>.............................] - ETA: 2:21 - loss: 270.0640 - logits_profile_predictions_loss: 266.3162 - logcount_predictions_loss: 0.3503 41/1057 [>.............................] - ETA: 2:21 - loss: 270.0081 - logits_profile_predictions_loss: 266.2599 - logcount_predictions_loss: 0.3503 42/1057 [>.............................] - ETA: 2:20 - loss: 269.9643 - logits_profile_predictions_loss: 266.2155 - logcount_predictions_loss: 0.3504 43/1057 [>.............................] - ETA: 2:20 - loss: 269.9259 - logits_profile_predictions_loss: 266.1768 - logcount_predictions_loss: 0.3504 44/1057 [>.............................] - ETA: 2:20 - loss: 269.8821 - logits_profile_predictions_loss: 266.1320 - logcount_predictions_loss: 0.3505 45/1057 [>.............................] - ETA: 2:20 - loss: 269.8346 - logits_profile_predictions_loss: 266.0835 - logcount_predictions_loss: 0.3506 46/1057 [>.............................] - ETA: 2:20 - loss: 269.7749 - logits_profile_predictions_loss: 266.0231 - logcount_predictions_loss: 0.3506 47/1057 [>.............................] - ETA: 2:20 - loss: 269.7230 - logits_profile_predictions_loss: 265.9702 - logcount_predictions_loss: 0.3507 48/1057 [>.............................] - ETA: 2:20 - loss: 269.6753 - logits_profile_predictions_loss: 265.9212 - logcount_predictions_loss: 0.3509 49/1057 [>.............................] - ETA: 2:19 - loss: 269.6263 - logits_profile_predictions_loss: 265.8711 - logcount_predictions_loss: 0.3509 50/1057 [>.............................] - ETA: 2:19 - loss: 269.5734 - logits_profile_predictions_loss: 265.8169 - logcount_predictions_loss: 0.3511 51/1057 [>.............................] - ETA: 2:19 - loss: 269.5302 - logits_profile_predictions_loss: 265.7728 - logcount_predictions_loss: 0.3512 52/1057 [>.............................] - ETA: 2:19 - loss: 269.4861 - logits_profile_predictions_loss: 265.7282 - logcount_predictions_loss: 0.3512 53/1057 [>.............................] - ETA: 2:19 - loss: 269.4368 - logits_profile_predictions_loss: 265.6782 - logcount_predictions_loss: 0.3513 54/1057 [>.............................] - ETA: 2:19 - loss: 269.3877 - logits_profile_predictions_loss: 265.6279 - logcount_predictions_loss: 0.3514 55/1057 [>.............................] - ETA: 2:19 - loss: 269.3404 - logits_profile_predictions_loss: 265.5799 - logcount_predictions_loss: 0.3514 56/1057 [>.............................] - ETA: 2:18 - loss: 269.3007 - logits_profile_predictions_loss: 265.5390 - logcount_predictions_loss: 0.3516 57/1057 [>.............................] - ETA: 2:18 - loss: 269.2565 - logits_profile_predictions_loss: 265.4939 - logcount_predictions_loss: 0.3516 58/1057 [>.............................] - ETA: 2:18 - loss: 269.2204 - logits_profile_predictions_loss: 265.4570 - logcount_predictions_loss: 0.3517 59/1057 [>.............................] - ETA: 2:18 - loss: 269.1831 - logits_profile_predictions_loss: 265.4192 - logcount_predictions_loss: 0.3518 60/1057 [>.............................] - ETA: 2:18 - loss: 269.1370 - logits_profile_predictions_loss: 265.3727 - logcount_predictions_loss: 0.3518 61/1057 [>.............................] - ETA: 2:18 - loss: 269.0932 - logits_profile_predictions_loss: 265.3286 - logcount_predictions_loss: 0.3518 62/1057 [>.............................] - ETA: 2:18 - loss: 269.0454 - logits_profile_predictions_loss: 265.2800 - logcount_predictions_loss: 0.3519 63/1057 [>.............................] - ETA: 2:17 - loss: 268.9987 - logits_profile_predictions_loss: 265.2327 - logcount_predictions_loss: 0.3520 64/1057 [>.............................] - ETA: 2:17 - loss: 268.9536 - logits_profile_predictions_loss: 265.1867 - logcount_predictions_loss: 0.3520 65/1057 [>.............................] - ETA: 2:17 - loss: 268.9143 - logits_profile_predictions_loss: 265.1465 - logcount_predictions_loss: 0.3521 66/1057 [>.............................] - ETA: 2:17 - loss: 268.8773 - logits_profile_predictions_loss: 265.1085 - logcount_predictions_loss: 0.3522 67/1057 [>.............................] - ETA: 2:17 - loss: 268.8395 - logits_profile_predictions_loss: 265.0698 - logcount_predictions_loss: 0.3523 68/1057 [>.............................] - ETA: 2:17 - loss: 268.8058 - logits_profile_predictions_loss: 265.0353 - logcount_predictions_loss: 0.3524 69/1057 [>.............................] - ETA: 2:17 - loss: 268.7774 - logits_profile_predictions_loss: 265.0062 - logcount_predictions_loss: 0.3525 70/1057 [>.............................] - ETA: 2:17 - loss: 268.7545 - logits_profile_predictions_loss: 264.9824 - logcount_predictions_loss: 0.3525 71/1057 [=>............................] - ETA: 2:16 - loss: 268.7345 - logits_profile_predictions_loss: 264.9615 - logcount_predictions_loss: 0.3526 72/1057 [=>............................] - ETA: 2:16 - loss: 268.7164 - logits_profile_predictions_loss: 264.9426 - logcount_predictions_loss: 0.3527 73/1057 [=>............................] - ETA: 2:16 - loss: 268.7005 - logits_profile_predictions_loss: 264.9259 - logcount_predictions_loss: 0.3528 74/1057 [=>............................] - ETA: 2:16 - loss: 268.6876 - logits_profile_predictions_loss: 264.9122 - logcount_predictions_loss: 0.3528 75/1057 [=>............................] - ETA: 2:16 - loss: 268.6727 - logits_profile_predictions_loss: 264.8963 - logcount_predictions_loss: 0.3529 76/1057 [=>............................] - ETA: 2:16 - loss: 268.6552 - logits_profile_predictions_loss: 264.8779 - logcount_predictions_loss: 0.3530 77/1057 [=>............................] - ETA: 2:16 - loss: 268.6342 - logits_profile_predictions_loss: 264.8563 - logcount_predictions_loss: 0.3531 78/1057 [=>............................] - ETA: 2:16 - loss: 268.6158 - logits_profile_predictions_loss: 264.8371 - logcount_predictions_loss: 0.3532 79/1057 [=>............................] - ETA: 2:15 - loss: 268.5948 - logits_profile_predictions_loss: 264.8151 - logcount_predictions_loss: 0.3532 80/1057 [=>............................] - ETA: 2:15 - loss: 268.5738 - logits_profile_predictions_loss: 264.7932 - logcount_predictions_loss: 0.3533 81/1057 [=>............................] - ETA: 2:15 - loss: 268.5574 - logits_profile_predictions_loss: 264.7760 - logcount_predictions_loss: 0.3534 82/1057 [=>............................] - ETA: 2:15 - loss: 268.5466 - logits_profile_predictions_loss: 264.7643 - logcount_predictions_loss: 0.3535 83/1057 [=>............................] - ETA: 2:15 - loss: 268.5358 - logits_profile_predictions_loss: 264.7525 - logcount_predictions_loss: 0.3536 84/1057 [=>............................] - ETA: 2:15 - loss: 268.5217 - logits_profile_predictions_loss: 264.7377 - logcount_predictions_loss: 0.3536 85/1057 [=>............................] - ETA: 2:15 - loss: 268.5086 - logits_profile_predictions_loss: 264.7238 - logcount_predictions_loss: 0.3537 86/1057 [=>............................] - ETA: 2:14 - loss: 268.4979 - logits_profile_predictions_loss: 264.7124 - logcount_predictions_loss: 0.3538 87/1057 [=>............................] - ETA: 2:14 - loss: 268.4887 - logits_profile_predictions_loss: 264.7025 - logcount_predictions_loss: 0.3538 88/1057 [=>............................] - ETA: 2:14 - loss: 268.4775 - logits_profile_predictions_loss: 264.6906 - logcount_predictions_loss: 0.3539 89/1057 [=>............................] - ETA: 2:14 - loss: 268.4653 - logits_profile_predictions_loss: 264.6778 - logcount_predictions_loss: 0.3540 90/1057 [=>............................] - ETA: 2:14 - loss: 268.4551 - logits_profile_predictions_loss: 264.6671 - logcount_predictions_loss: 0.3540 91/1057 [=>............................] - ETA: 2:14 - loss: 268.4455 - logits_profile_predictions_loss: 264.6570 - logcount_predictions_loss: 0.3541 92/1057 [=>............................] - ETA: 2:14 - loss: 268.4363 - logits_profile_predictions_loss: 264.6475 - logcount_predictions_loss: 0.3541 93/1057 [=>............................] - ETA: 2:13 - loss: 268.4306 - logits_profile_predictions_loss: 264.6412 - logcount_predictions_loss: 0.3541 94/1057 [=>............................] - ETA: 2:13 - loss: 268.4253 - logits_profile_predictions_loss: 264.6355 - logcount_predictions_loss: 0.3542 95/1057 [=>............................] - ETA: 2:13 - loss: 268.4192 - logits_profile_predictions_loss: 264.6288 - logcount_predictions_loss: 0.3542 96/1057 [=>............................] - ETA: 2:13 - loss: 268.4141 - logits_profile_predictions_loss: 264.6232 - logcount_predictions_loss: 0.3543 97/1057 [=>............................] - ETA: 2:13 - loss: 268.4056 - logits_profile_predictions_loss: 264.6143 - logcount_predictions_loss: 0.3543 98/1057 [=>............................] - ETA: 2:13 - loss: 268.3979 - logits_profile_predictions_loss: 264.6062 - logcount_predictions_loss: 0.3544 99/1057 [=>............................] - ETA: 2:13 - loss: 268.3892 - logits_profile_predictions_loss: 264.5970 - logcount_predictions_loss: 0.3544 100/1057 [=>............................] - ETA: 2:13 - loss: 268.3777 - logits_profile_predictions_loss: 264.5853 - logcount_predictions_loss: 0.3544 101/1057 [=>............................] - ETA: 2:12 - loss: 268.3654 - logits_profile_predictions_loss: 264.5727 - logcount_predictions_loss: 0.3545 102/1057 [=>............................] - ETA: 2:12 - loss: 268.3534 - logits_profile_predictions_loss: 264.5603 - logcount_predictions_loss: 0.3545 103/1057 [=>............................] - ETA: 2:12 - loss: 268.3397 - logits_profile_predictions_loss: 264.5464 - logcount_predictions_loss: 0.3545 104/1057 [=>............................] - ETA: 2:12 - loss: 268.3281 - logits_profile_predictions_loss: 264.5344 - logcount_predictions_loss: 0.3545 105/1057 [=>............................] - ETA: 2:12 - loss: 268.3147 - logits_profile_predictions_loss: 264.5207 - logcount_predictions_loss: 0.3546 106/1057 [==>...........................] - ETA: 2:12 - loss: 268.3027 - logits_profile_predictions_loss: 264.5084 - logcount_predictions_loss: 0.3546 107/1057 [==>...........................] - ETA: 2:12 - loss: 268.2895 - logits_profile_predictions_loss: 264.4950 - logcount_predictions_loss: 0.3546 108/1057 [==>...........................] - ETA: 2:11 - loss: 268.2788 - logits_profile_predictions_loss: 264.4842 - logcount_predictions_loss: 0.3546 109/1057 [==>...........................] - ETA: 2:11 - loss: 268.2701 - logits_profile_predictions_loss: 264.4753 - logcount_predictions_loss: 0.3546 110/1057 [==>...........................] - ETA: 2:11 - loss: 268.2630 - logits_profile_predictions_loss: 264.4681 - logcount_predictions_loss: 0.3547 111/1057 [==>...........................] - ETA: 2:11 - loss: 268.2553 - logits_profile_predictions_loss: 264.4603 - logcount_predictions_loss: 0.3547 112/1057 [==>...........................] - ETA: 2:11 - loss: 268.2494 - logits_profile_predictions_loss: 264.4543 - logcount_predictions_loss: 0.3547 113/1057 [==>...........................] - ETA: 2:11 - loss: 268.2440 - logits_profile_predictions_loss: 264.4490 - logcount_predictions_loss: 0.3547 114/1057 [==>...........................] - ETA: 2:11 - loss: 268.2371 - logits_profile_predictions_loss: 264.4422 - logcount_predictions_loss: 0.3547 115/1057 [==>...........................] - ETA: 2:10 - loss: 268.2300 - logits_profile_predictions_loss: 264.4351 - logcount_predictions_loss: 0.3547 116/1057 [==>...........................] - ETA: 2:10 - loss: 268.2251 - logits_profile_predictions_loss: 264.4303 - logcount_predictions_loss: 0.3546 117/1057 [==>...........................] - ETA: 2:10 - loss: 268.2208 - logits_profile_predictions_loss: 264.4261 - logcount_predictions_loss: 0.3546 118/1057 [==>...........................] - ETA: 2:10 - loss: 268.2173 - logits_profile_predictions_loss: 264.4227 - logcount_predictions_loss: 0.3546 119/1057 [==>...........................] - ETA: 2:10 - loss: 268.2144 - logits_profile_predictions_loss: 264.4198 - logcount_predictions_loss: 0.3546 120/1057 [==>...........................] - ETA: 2:10 - loss: 268.2108 - logits_profile_predictions_loss: 264.4163 - logcount_predictions_loss: 0.3546 121/1057 [==>...........................] - ETA: 2:10 - loss: 268.2085 - logits_profile_predictions_loss: 264.4140 - logcount_predictions_loss: 0.3546 122/1057 [==>...........................] - ETA: 2:09 - loss: 268.2079 - logits_profile_predictions_loss: 264.4135 - logcount_predictions_loss: 0.3546 123/1057 [==>...........................] - ETA: 2:09 - loss: 268.2075 - logits_profile_predictions_loss: 264.4131 - logcount_predictions_loss: 0.3546 124/1057 [==>...........................] - ETA: 2:09 - loss: 268.2071 - logits_profile_predictions_loss: 264.4128 - logcount_predictions_loss: 0.3546 125/1057 [==>...........................] - ETA: 2:09 - loss: 268.2075 - logits_profile_predictions_loss: 264.4132 - logcount_predictions_loss: 0.3546 126/1057 [==>...........................] - ETA: 2:09 - loss: 268.2075 - logits_profile_predictions_loss: 264.4134 - logcount_predictions_loss: 0.3546 127/1057 [==>...........................] - ETA: 2:09 - loss: 268.2085 - logits_profile_predictions_loss: 264.4146 - logcount_predictions_loss: 0.3546 128/1057 [==>...........................] - ETA: 2:09 - loss: 268.2100 - logits_profile_predictions_loss: 264.4161 - logcount_predictions_loss: 0.3546 129/1057 [==>...........................] - ETA: 2:08 - loss: 268.2123 - logits_profile_predictions_loss: 264.4184 - logcount_predictions_loss: 0.3546 130/1057 [==>...........................] - ETA: 2:08 - loss: 268.2144 - logits_profile_predictions_loss: 264.4206 - logcount_predictions_loss: 0.3546 131/1057 [==>...........................] - ETA: 2:08 - loss: 268.2164 - logits_profile_predictions_loss: 264.4227 - logcount_predictions_loss: 0.3545 132/1057 [==>...........................] - ETA: 2:08 - loss: 268.2183 - logits_profile_predictions_loss: 264.4247 - logcount_predictions_loss: 0.3545 133/1057 [==>...........................] - ETA: 2:08 - loss: 268.2200 - logits_profile_predictions_loss: 264.4265 - logcount_predictions_loss: 0.3545 134/1057 [==>...........................] - ETA: 2:08 - loss: 268.2235 - logits_profile_predictions_loss: 264.4301 - logcount_predictions_loss: 0.3545 135/1057 [==>...........................] - ETA: 2:08 - loss: 268.2280 - logits_profile_predictions_loss: 264.4348 - logcount_predictions_loss: 0.3545 136/1057 [==>...........................] - ETA: 2:08 - loss: 268.2312 - logits_profile_predictions_loss: 264.4380 - logcount_predictions_loss: 0.3545 137/1057 [==>...........................] - ETA: 2:07 - loss: 268.2333 - logits_profile_predictions_loss: 264.4402 - logcount_predictions_loss: 0.3545 138/1057 [==>...........................] - ETA: 2:07 - loss: 268.2351 - logits_profile_predictions_loss: 264.4421 - logcount_predictions_loss: 0.3545 139/1057 [==>...........................] - ETA: 2:07 - loss: 268.2367 - logits_profile_predictions_loss: 264.4438 - logcount_predictions_loss: 0.3545 140/1057 [==>...........................] - ETA: 2:07 - loss: 268.2389 - logits_profile_predictions_loss: 264.4461 - logcount_predictions_loss: 0.3545 141/1057 [===>..........................] - ETA: 2:07 - loss: 268.2423 - logits_profile_predictions_loss: 264.4495 - logcount_predictions_loss: 0.3545 142/1057 [===>..........................] - ETA: 2:07 - loss: 268.2442 - logits_profile_predictions_loss: 264.4515 - logcount_predictions_loss: 0.3544 143/1057 [===>..........................] - ETA: 2:07 - loss: 268.2466 - logits_profile_predictions_loss: 264.4540 - logcount_predictions_loss: 0.3544 144/1057 [===>..........................] - ETA: 2:06 - loss: 268.2507 - logits_profile_predictions_loss: 264.4583 - logcount_predictions_loss: 0.3544 145/1057 [===>..........................] - ETA: 2:06 - loss: 268.2547 - logits_profile_predictions_loss: 264.4624 - logcount_predictions_loss: 0.3544 146/1057 [===>..........................] - ETA: 2:06 - loss: 268.2590 - logits_profile_predictions_loss: 264.4668 - logcount_predictions_loss: 0.3544 147/1057 [===>..........................] - ETA: 2:06 - loss: 268.2630 - logits_profile_predictions_loss: 264.4708 - logcount_predictions_loss: 0.3544 148/1057 [===>..........................] - ETA: 2:06 - loss: 268.2673 - logits_profile_predictions_loss: 264.4752 - logcount_predictions_loss: 0.3544 149/1057 [===>..........................] - ETA: 2:06 - loss: 268.2711 - logits_profile_predictions_loss: 264.4791 - logcount_predictions_loss: 0.3544 150/1057 [===>..........................] - ETA: 2:06 - loss: 268.2765 - logits_profile_predictions_loss: 264.4847 - logcount_predictions_loss: 0.3544 151/1057 [===>..........................] - ETA: 2:05 - loss: 268.2823 - logits_profile_predictions_loss: 264.4907 - logcount_predictions_loss: 0.3543 152/1057 [===>..........................] - ETA: 2:05 - loss: 268.2866 - logits_profile_predictions_loss: 264.4953 - logcount_predictions_loss: 0.3543 153/1057 [===>..........................] - ETA: 2:05 - loss: 268.2925 - logits_profile_predictions_loss: 264.5014 - logcount_predictions_loss: 0.3543 154/1057 [===>..........................] - ETA: 2:05 - loss: 268.2973 - logits_profile_predictions_loss: 264.5064 - logcount_predictions_loss: 0.3543 155/1057 [===>..........................] - ETA: 2:05 - loss: 268.3014 - logits_profile_predictions_loss: 264.5109 - logcount_predictions_loss: 0.3543 156/1057 [===>..........................] - ETA: 2:05 - loss: 268.3058 - logits_profile_predictions_loss: 264.5156 - logcount_predictions_loss: 0.3542 157/1057 [===>..........................] - ETA: 2:05 - loss: 268.3108 - logits_profile_predictions_loss: 264.5208 - logcount_predictions_loss: 0.3542 158/1057 [===>..........................] - ETA: 2:04 - loss: 268.3160 - logits_profile_predictions_loss: 264.5263 - logcount_predictions_loss: 0.3542 159/1057 [===>..........................] - ETA: 2:04 - loss: 268.3201 - logits_profile_predictions_loss: 264.5307 - logcount_predictions_loss: 0.3541 160/1057 [===>..........................] - ETA: 2:04 - loss: 268.3235 - logits_profile_predictions_loss: 264.5344 - logcount_predictions_loss: 0.3541 161/1057 [===>..........................] - ETA: 2:04 - loss: 268.3281 - logits_profile_predictions_loss: 264.5393 - logcount_predictions_loss: 0.3541 162/1057 [===>..........................] - ETA: 2:04 - loss: 268.3332 - logits_profile_predictions_loss: 264.5447 - logcount_predictions_loss: 0.3541 163/1057 [===>..........................] - ETA: 2:04 - loss: 268.3398 - logits_profile_predictions_loss: 264.5516 - logcount_predictions_loss: 0.3540 164/1057 [===>..........................] - ETA: 2:04 - loss: 268.3474 - logits_profile_predictions_loss: 264.5595 - logcount_predictions_loss: 0.3540 165/1057 [===>..........................] - ETA: 2:03 - loss: 268.3548 - logits_profile_predictions_loss: 264.5672 - logcount_predictions_loss: 0.3540 166/1057 [===>..........................] - ETA: 2:03 - loss: 268.3620 - logits_profile_predictions_loss: 264.5747 - logcount_predictions_loss: 0.3539 167/1057 [===>..........................] - ETA: 2:03 - loss: 268.3684 - logits_profile_predictions_loss: 264.5814 - logcount_predictions_loss: 0.3539 168/1057 [===>..........................] - ETA: 2:03 - loss: 268.3745 - logits_profile_predictions_loss: 264.5878 - logcount_predictions_loss: 0.3539 169/1057 [===>..........................] - ETA: 2:03 - loss: 268.3810 - logits_profile_predictions_loss: 264.5946 - logcount_predictions_loss: 0.3539 170/1057 [===>..........................] - ETA: 2:03 - loss: 268.3871 - logits_profile_predictions_loss: 264.6010 - logcount_predictions_loss: 0.3538 171/1057 [===>..........................] - ETA: 2:03 - loss: 268.3934 - logits_profile_predictions_loss: 264.6077 - logcount_predictions_loss: 0.3538 172/1057 [===>..........................] - ETA: 2:02 - loss: 268.3989 - logits_profile_predictions_loss: 264.6134 - logcount_predictions_loss: 0.3538 173/1057 [===>..........................] - ETA: 2:02 - loss: 268.4037 - logits_profile_predictions_loss: 264.6185 - logcount_predictions_loss: 0.3537 174/1057 [===>..........................] - ETA: 2:02 - loss: 268.4081 - logits_profile_predictions_loss: 264.6232 - logcount_predictions_loss: 0.3537 175/1057 [===>..........................] - ETA: 2:02 - loss: 268.4124 - logits_profile_predictions_loss: 264.6278 - logcount_predictions_loss: 0.3537 176/1057 [===>..........................] - ETA: 2:02 - loss: 268.4168 - logits_profile_predictions_loss: 264.6324 - logcount_predictions_loss: 0.3537 177/1057 [====>.........................] - ETA: 2:02 - loss: 268.4205 - logits_profile_predictions_loss: 264.6364 - logcount_predictions_loss: 0.3536 178/1057 [====>.........................] - ETA: 2:02 - loss: 268.4245 - logits_profile_predictions_loss: 264.6407 - logcount_predictions_loss: 0.3536 179/1057 [====>.........................] - ETA: 2:02 - loss: 268.4277 - logits_profile_predictions_loss: 264.6442 - logcount_predictions_loss: 0.3536 180/1057 [====>.........................] - ETA: 2:01 - loss: 268.4321 - logits_profile_predictions_loss: 264.6489 - logcount_predictions_loss: 0.3536 181/1057 [====>.........................] - ETA: 2:01 - loss: 268.4363 - logits_profile_predictions_loss: 264.6533 - logcount_predictions_loss: 0.3535 182/1057 [====>.........................] - ETA: 2:01 - loss: 268.4411 - logits_profile_predictions_loss: 264.6585 - logcount_predictions_loss: 0.3535 183/1057 [====>.........................] - ETA: 2:01 - loss: 268.4460 - logits_profile_predictions_loss: 264.6636 - logcount_predictions_loss: 0.3535 184/1057 [====>.........................] - ETA: 2:01 - loss: 268.4502 - logits_profile_predictions_loss: 264.6681 - logcount_predictions_loss: 0.3535 185/1057 [====>.........................] - ETA: 2:01 - loss: 268.4534 - logits_profile_predictions_loss: 264.6715 - logcount_predictions_loss: 0.3534 186/1057 [====>.........................] - ETA: 2:01 - loss: 268.4566 - logits_profile_predictions_loss: 264.6750 - logcount_predictions_loss: 0.3534 187/1057 [====>.........................] - ETA: 2:00 - loss: 268.4594 - logits_profile_predictions_loss: 264.6780 - logcount_predictions_loss: 0.3534 188/1057 [====>.........................] - ETA: 2:00 - loss: 268.4628 - logits_profile_predictions_loss: 264.6817 - logcount_predictions_loss: 0.3534 189/1057 [====>.........................] - ETA: 2:00 - loss: 268.4665 - logits_profile_predictions_loss: 264.6856 - logcount_predictions_loss: 0.3533 190/1057 [====>.........................] - ETA: 2:00 - loss: 268.4704 - logits_profile_predictions_loss: 264.6898 - logcount_predictions_loss: 0.3533 191/1057 [====>.........................] - ETA: 2:00 - loss: 268.4739 - logits_profile_predictions_loss: 264.6935 - logcount_predictions_loss: 0.3533 192/1057 [====>.........................] - ETA: 2:00 - loss: 268.4771 - logits_profile_predictions_loss: 264.6970 - logcount_predictions_loss: 0.3533 193/1057 [====>.........................] - ETA: 2:00 - loss: 268.4803 - logits_profile_predictions_loss: 264.7005 - logcount_predictions_loss: 0.3532 194/1057 [====>.........................] - ETA: 1:59 - loss: 268.4834 - logits_profile_predictions_loss: 264.7038 - logcount_predictions_loss: 0.3532 195/1057 [====>.........................] - ETA: 1:59 - loss: 268.4863 - logits_profile_predictions_loss: 264.7071 - logcount_predictions_loss: 0.3532 196/1057 [====>.........................] - ETA: 1:59 - loss: 268.4895 - logits_profile_predictions_loss: 264.7105 - logcount_predictions_loss: 0.3532 197/1057 [====>.........................] - ETA: 1:59 - loss: 268.4930 - logits_profile_predictions_loss: 264.7143 - logcount_predictions_loss: 0.3531 198/1057 [====>.........................] - ETA: 1:59 - loss: 268.4953 - logits_profile_predictions_loss: 264.7169 - logcount_predictions_loss: 0.3531 199/1057 [====>.........................] - ETA: 1:59 - loss: 268.4981 - logits_profile_predictions_loss: 264.7199 - logcount_predictions_loss: 0.3531 200/1057 [====>.........................] - ETA: 1:59 - loss: 268.5009 - logits_profile_predictions_loss: 264.7231 - logcount_predictions_loss: 0.3531 201/1057 [====>.........................] - ETA: 1:58 - loss: 268.5041 - logits_profile_predictions_loss: 264.7265 - logcount_predictions_loss: 0.3530 202/1057 [====>.........................] - ETA: 1:58 - loss: 268.5079 - logits_profile_predictions_loss: 264.7306 - logcount_predictions_loss: 0.3530 203/1057 [====>.........................] - ETA: 1:58 - loss: 268.5111 - logits_profile_predictions_loss: 264.7340 - logcount_predictions_loss: 0.3530 204/1057 [====>.........................] - ETA: 1:58 - loss: 268.5140 - logits_profile_predictions_loss: 264.7372 - logcount_predictions_loss: 0.3530 205/1057 [====>.........................] - ETA: 1:58 - loss: 268.5173 - logits_profile_predictions_loss: 264.7408 - logcount_predictions_loss: 0.3529 206/1057 [====>.........................] - ETA: 1:58 - loss: 268.5207 - logits_profile_predictions_loss: 264.7444 - logcount_predictions_loss: 0.3529 207/1057 [====>.........................] - ETA: 1:58 - loss: 268.5236 - logits_profile_predictions_loss: 264.7476 - logcount_predictions_loss: 0.3529 208/1057 [====>.........................] - ETA: 1:57 - loss: 268.5263 - logits_profile_predictions_loss: 264.7505 - logcount_predictions_loss: 0.3529 209/1057 [====>.........................] - ETA: 1:57 - loss: 268.5282 - logits_profile_predictions_loss: 264.7528 - logcount_predictions_loss: 0.3528 210/1057 [====>.........................] - ETA: 1:57 - loss: 268.5308 - logits_profile_predictions_loss: 264.7556 - logcount_predictions_loss: 0.3528 211/1057 [====>.........................] - ETA: 1:57 - loss: 268.5333 - logits_profile_predictions_loss: 264.7584 - logcount_predictions_loss: 0.3528 212/1057 [=====>........................] - ETA: 1:57 - loss: 268.5349 - logits_profile_predictions_loss: 264.7603 - logcount_predictions_loss: 0.3528 213/1057 [=====>........................] - ETA: 1:57 - loss: 268.5364 - logits_profile_predictions_loss: 264.7620 - logcount_predictions_loss: 0.3527 214/1057 [=====>........................] - ETA: 1:57 - loss: 268.5372 - logits_profile_predictions_loss: 264.7631 - logcount_predictions_loss: 0.3527 215/1057 [=====>........................] - ETA: 1:57 - loss: 268.5379 - logits_profile_predictions_loss: 264.7640 - logcount_predictions_loss: 0.3527 216/1057 [=====>........................] - ETA: 1:56 - loss: 268.5386 - logits_profile_predictions_loss: 264.7650 - logcount_predictions_loss: 0.3527 217/1057 [=====>........................] - ETA: 1:56 - loss: 268.5396 - logits_profile_predictions_loss: 264.7663 - logcount_predictions_loss: 0.3526 218/1057 [=====>........................] - ETA: 1:56 - loss: 268.5411 - logits_profile_predictions_loss: 264.7681 - logcount_predictions_loss: 0.3526 219/1057 [=====>........................] - ETA: 1:56 - loss: 268.5426 - logits_profile_predictions_loss: 264.7698 - logcount_predictions_loss: 0.3526 220/1057 [=====>........................] - ETA: 1:56 - loss: 268.5445 - logits_profile_predictions_loss: 264.7720 - logcount_predictions_loss: 0.3526 221/1057 [=====>........................] - ETA: 1:56 - loss: 268.5463 - logits_profile_predictions_loss: 264.7741 - logcount_predictions_loss: 0.3525 222/1057 [=====>........................] - ETA: 1:56 - loss: 268.5483 - logits_profile_predictions_loss: 264.7763 - logcount_predictions_loss: 0.3525 223/1057 [=====>........................] - ETA: 1:55 - loss: 268.5500 - logits_profile_predictions_loss: 264.7782 - logcount_predictions_loss: 0.3525 224/1057 [=====>........................] - ETA: 1:55 - loss: 268.5515 - logits_profile_predictions_loss: 264.7800 - logcount_predictions_loss: 0.3525 225/1057 [=====>........................] - ETA: 1:55 - loss: 268.5538 - logits_profile_predictions_loss: 264.7826 - logcount_predictions_loss: 0.3524 226/1057 [=====>........................] - ETA: 1:55 - loss: 268.5560 - logits_profile_predictions_loss: 264.7850 - logcount_predictions_loss: 0.3524 227/1057 [=====>........................] - ETA: 1:55 - loss: 268.5578 - logits_profile_predictions_loss: 264.7870 - logcount_predictions_loss: 0.3524 228/1057 [=====>........................] - ETA: 1:55 - loss: 268.5599 - logits_profile_predictions_loss: 264.7893 - logcount_predictions_loss: 0.3524 229/1057 [=====>........................] - ETA: 1:55 - loss: 268.5622 - logits_profile_predictions_loss: 264.7918 - logcount_predictions_loss: 0.3524 230/1057 [=====>........................] - ETA: 1:54 - loss: 268.5642 - logits_profile_predictions_loss: 264.7940 - logcount_predictions_loss: 0.3523 231/1057 [=====>........................] - ETA: 1:54 - loss: 268.5662 - logits_profile_predictions_loss: 264.7962 - logcount_predictions_loss: 0.3523 232/1057 [=====>........................] - ETA: 1:54 - loss: 268.5678 - logits_profile_predictions_loss: 264.7980 - logcount_predictions_loss: 0.3523 233/1057 [=====>........................] - ETA: 1:54 - loss: 268.5693 - logits_profile_predictions_loss: 264.7997 - logcount_predictions_loss: 0.3523 234/1057 [=====>........................] - ETA: 1:54 - loss: 268.5708 - logits_profile_predictions_loss: 264.8014 - logcount_predictions_loss: 0.3523 235/1057 [=====>........................] - ETA: 1:54 - loss: 268.5724 - logits_profile_predictions_loss: 264.8031 - logcount_predictions_loss: 0.3523 236/1057 [=====>........................] - ETA: 1:54 - loss: 268.5737 - logits_profile_predictions_loss: 264.8046 - logcount_predictions_loss: 0.3522 237/1057 [=====>........................] - ETA: 1:53 - loss: 268.5749 - logits_profile_predictions_loss: 264.8060 - logcount_predictions_loss: 0.3522 238/1057 [=====>........................] - ETA: 1:53 - loss: 268.5761 - logits_profile_predictions_loss: 264.8072 - logcount_predictions_loss: 0.3522 239/1057 [=====>........................] - ETA: 1:53 - loss: 268.5770 - logits_profile_predictions_loss: 264.8083 - logcount_predictions_loss: 0.3522 240/1057 [=====>........................] - ETA: 1:53 - loss: 268.5779 - logits_profile_predictions_loss: 264.8093 - logcount_predictions_loss: 0.3522 241/1057 [=====>........................] - ETA: 1:53 - loss: 268.5789 - logits_profile_predictions_loss: 264.8105 - logcount_predictions_loss: 0.3522 242/1057 [=====>........................] - ETA: 1:53 - loss: 268.5799 - logits_profile_predictions_loss: 264.8117 - logcount_predictions_loss: 0.3522 243/1057 [=====>........................] - ETA: 1:53 - loss: 268.5810 - logits_profile_predictions_loss: 264.8129 - logcount_predictions_loss: 0.3522 244/1057 [=====>........................] - ETA: 1:52 - loss: 268.5818 - logits_profile_predictions_loss: 264.8139 - logcount_predictions_loss: 0.3521 245/1057 [=====>........................] - ETA: 1:52 - loss: 268.5828 - logits_profile_predictions_loss: 264.8150 - logcount_predictions_loss: 0.3521 246/1057 [=====>........................] - ETA: 1:52 - loss: 268.5840 - logits_profile_predictions_loss: 264.8164 - logcount_predictions_loss: 0.3521 247/1057 [======>.......................] - ETA: 1:52 - loss: 268.5847 - logits_profile_predictions_loss: 264.8173 - logcount_predictions_loss: 0.3521 248/1057 [======>.......................] - ETA: 1:52 - loss: 268.5854 - logits_profile_predictions_loss: 264.8182 - logcount_predictions_loss: 0.3521 249/1057 [======>.......................] - ETA: 1:52 - loss: 268.5861 - logits_profile_predictions_loss: 264.8192 - logcount_predictions_loss: 0.3520 250/1057 [======>.......................] - ETA: 1:52 - loss: 268.5866 - logits_profile_predictions_loss: 264.8198 - logcount_predictions_loss: 0.3520 251/1057 [======>.......................] - ETA: 1:51 - loss: 268.5865 - logits_profile_predictions_loss: 264.8199 - logcount_predictions_loss: 0.3520 252/1057 [======>.......................] - ETA: 1:51 - loss: 268.5865 - logits_profile_predictions_loss: 264.8201 - logcount_predictions_loss: 0.3520 253/1057 [======>.......................] - ETA: 1:51 - loss: 268.5863 - logits_profile_predictions_loss: 264.8201 - logcount_predictions_loss: 0.3520 254/1057 [======>.......................] - ETA: 1:51 - loss: 268.5866 - logits_profile_predictions_loss: 264.8206 - logcount_predictions_loss: 0.3520 255/1057 [======>.......................] - ETA: 1:51 - loss: 268.5871 - logits_profile_predictions_loss: 264.8212 - logcount_predictions_loss: 0.3519 256/1057 [======>.......................] - ETA: 1:51 - loss: 268.5873 - logits_profile_predictions_loss: 264.8215 - logcount_predictions_loss: 0.3519 257/1057 [======>.......................] - ETA: 1:51 - loss: 268.5876 - logits_profile_predictions_loss: 264.8220 - logcount_predictions_loss: 0.3519 258/1057 [======>.......................] - ETA: 1:51 - loss: 268.5879 - logits_profile_predictions_loss: 264.8224 - logcount_predictions_loss: 0.3519 259/1057 [======>.......................] - ETA: 1:50 - loss: 268.5884 - logits_profile_predictions_loss: 264.8230 - logcount_predictions_loss: 0.3519 260/1057 [======>.......................] - ETA: 1:50 - loss: 268.5891 - logits_profile_predictions_loss: 264.8239 - logcount_predictions_loss: 0.3519 261/1057 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[..............................] - ETA: 2:25 - loss: 272.2563 - logits_profile_predictions_loss: 268.4492 - logcount_predictions_loss: 0.3558 17/1057 [..............................] - ETA: 2:24 - loss: 272.0494 - logits_profile_predictions_loss: 268.2505 - logcount_predictions_loss: 0.3550 18/1057 [..............................] - ETA: 2:24 - loss: 271.8317 - logits_profile_predictions_loss: 268.0423 - logcount_predictions_loss: 0.3541 19/1057 [..............................] - ETA: 2:24 - loss: 271.7108 - logits_profile_predictions_loss: 267.9318 - logcount_predictions_loss: 0.3532 20/1057 [..............................] - ETA: 2:24 - loss: 271.6034 - logits_profile_predictions_loss: 267.8343 - logcount_predictions_loss: 0.3523 21/1057 [..............................] - ETA: 2:24 - loss: 271.5188 - logits_profile_predictions_loss: 267.7568 - logcount_predictions_loss: 0.3516 22/1057 [..............................] - ETA: 2:24 - loss: 271.4087 - logits_profile_predictions_loss: 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[>.............................] - ETA: 2:20 - loss: 269.0746 - logits_profile_predictions_loss: 265.3997 - logcount_predictions_loss: 0.3434 50/1057 [>.............................] - ETA: 2:19 - loss: 269.0095 - logits_profile_predictions_loss: 265.3342 - logcount_predictions_loss: 0.3435 51/1057 [>.............................] - ETA: 2:19 - loss: 268.9540 - logits_profile_predictions_loss: 265.2781 - logcount_predictions_loss: 0.3435 52/1057 [>.............................] - ETA: 2:19 - loss: 268.9073 - logits_profile_predictions_loss: 265.2307 - logcount_predictions_loss: 0.3436 53/1057 [>.............................] - ETA: 2:19 - loss: 268.8672 - logits_profile_predictions_loss: 265.1901 - logcount_predictions_loss: 0.3437 54/1057 [>.............................] - ETA: 2:19 - loss: 268.8225 - logits_profile_predictions_loss: 265.1447 - logcount_predictions_loss: 0.3437 55/1057 [>.............................] - ETA: 2:19 - loss: 268.7738 - logits_profile_predictions_loss: 265.0951 - logcount_predictions_loss: 0.3438 56/1057 [>.............................] - ETA: 2:19 - loss: 268.7253 - logits_profile_predictions_loss: 265.0456 - logcount_predictions_loss: 0.3439 57/1057 [>.............................] - ETA: 2:18 - loss: 268.6732 - logits_profile_predictions_loss: 264.9925 - logcount_predictions_loss: 0.3440 58/1057 [>.............................] - ETA: 2:18 - loss: 268.6305 - logits_profile_predictions_loss: 264.9485 - logcount_predictions_loss: 0.3441 59/1057 [>.............................] - ETA: 2:18 - loss: 268.5934 - logits_profile_predictions_loss: 264.9102 - logcount_predictions_loss: 0.3442 60/1057 [>.............................] - ETA: 2:18 - loss: 268.5573 - logits_profile_predictions_loss: 264.8728 - logcount_predictions_loss: 0.3443 61/1057 [>.............................] - ETA: 2:18 - loss: 268.5255 - logits_profile_predictions_loss: 264.8394 - logcount_predictions_loss: 0.3445 62/1057 [>.............................] - ETA: 2:18 - loss: 268.4962 - logits_profile_predictions_loss: 264.8085 - logcount_predictions_loss: 0.3446 63/1057 [>.............................] - ETA: 2:18 - loss: 268.4616 - logits_profile_predictions_loss: 264.7722 - logcount_predictions_loss: 0.3448 64/1057 [>.............................] - ETA: 2:17 - loss: 268.4285 - logits_profile_predictions_loss: 264.7375 - logcount_predictions_loss: 0.3450 65/1057 [>.............................] - ETA: 2:17 - loss: 268.3965 - logits_profile_predictions_loss: 264.7041 - logcount_predictions_loss: 0.3451 66/1057 [>.............................] - ETA: 2:17 - loss: 268.3716 - logits_profile_predictions_loss: 264.6778 - logcount_predictions_loss: 0.3452 67/1057 [>.............................] - ETA: 2:17 - loss: 268.3447 - logits_profile_predictions_loss: 264.6495 - logcount_predictions_loss: 0.3453 68/1057 [>.............................] - ETA: 2:17 - loss: 268.3120 - logits_profile_predictions_loss: 264.6154 - logcount_predictions_loss: 0.3455 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loss: 270.7128 - logits_profile_predictions_loss: 267.2448 - logcount_predictions_loss: 0.3241 26/1057 [..............................] - ETA: 2:23 - loss: 270.5984 - logits_profile_predictions_loss: 267.1306 - logcount_predictions_loss: 0.3241 27/1057 [..............................] - ETA: 2:23 - loss: 270.4945 - logits_profile_predictions_loss: 267.0276 - logcount_predictions_loss: 0.3240 28/1057 [..............................] - ETA: 2:22 - loss: 270.3933 - logits_profile_predictions_loss: 266.9266 - logcount_predictions_loss: 0.3240 29/1057 [..............................] - ETA: 2:22 - loss: 270.3332 - logits_profile_predictions_loss: 266.8666 - logcount_predictions_loss: 0.3240 30/1057 [..............................] - ETA: 2:22 - loss: 270.3106 - logits_profile_predictions_loss: 266.8443 - logcount_predictions_loss: 0.3240 31/1057 [..............................] - ETA: 2:22 - loss: 270.2794 - logits_profile_predictions_loss: 266.8132 - logcount_predictions_loss: 0.3240 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logits_profile_predictions_loss: 266.5753 - logcount_predictions_loss: 0.3232 39/1057 [>.............................] - ETA: 2:21 - loss: 269.9814 - logits_profile_predictions_loss: 266.5237 - logcount_predictions_loss: 0.3232 40/1057 [>.............................] - ETA: 2:21 - loss: 269.9059 - logits_profile_predictions_loss: 266.4484 - logcount_predictions_loss: 0.3231 41/1057 [>.............................] - ETA: 2:21 - loss: 269.8317 - logits_profile_predictions_loss: 266.3747 - logcount_predictions_loss: 0.3231 42/1057 [>.............................] - ETA: 2:20 - loss: 269.7778 - logits_profile_predictions_loss: 266.3212 - logcount_predictions_loss: 0.3230 43/1057 [>.............................] - ETA: 2:20 - loss: 269.7363 - logits_profile_predictions_loss: 266.2790 - logcount_predictions_loss: 0.3231 44/1057 [>.............................] - ETA: 2:20 - loss: 269.6952 - logits_profile_predictions_loss: 266.2368 - logcount_predictions_loss: 0.3232 45/1057 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loss: 269.2617 - logits_profile_predictions_loss: 265.7819 - logcount_predictions_loss: 0.3252 59/1057 [>.............................] - ETA: 2:18 - loss: 269.2455 - logits_profile_predictions_loss: 265.7647 - logcount_predictions_loss: 0.3253 60/1057 [>.............................] - ETA: 2:18 - loss: 269.2277 - logits_profile_predictions_loss: 265.7458 - logcount_predictions_loss: 0.3254 61/1057 [>.............................] - ETA: 2:18 - loss: 269.2127 - logits_profile_predictions_loss: 265.7293 - logcount_predictions_loss: 0.3256 62/1057 [>.............................] - ETA: 2:18 - loss: 269.2048 - logits_profile_predictions_loss: 265.7196 - logcount_predictions_loss: 0.3257 63/1057 [>.............................] - ETA: 2:17 - loss: 269.1911 - logits_profile_predictions_loss: 265.7044 - logcount_predictions_loss: 0.3259 64/1057 [>.............................] - ETA: 2:17 - loss: 269.1755 - logits_profile_predictions_loss: 265.6873 - logcount_predictions_loss: 0.3260 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logits_profile_predictions_loss: 265.5758 - logcount_predictions_loss: 0.3269 72/1057 [=>............................] - ETA: 2:16 - loss: 269.0587 - logits_profile_predictions_loss: 265.5593 - logcount_predictions_loss: 0.3271 73/1057 [=>............................] - ETA: 2:16 - loss: 269.0401 - logits_profile_predictions_loss: 265.5395 - logcount_predictions_loss: 0.3272 74/1057 [=>............................] - ETA: 2:16 - loss: 269.0245 - logits_profile_predictions_loss: 265.5229 - logcount_predictions_loss: 0.3273 75/1057 [=>............................] - ETA: 2:16 - loss: 269.0083 - logits_profile_predictions_loss: 265.5057 - logcount_predictions_loss: 0.3274 76/1057 [=>............................] - ETA: 2:16 - loss: 268.9969 - logits_profile_predictions_loss: 265.4933 - logcount_predictions_loss: 0.3274 77/1057 [=>............................] - ETA: 2:16 - loss: 268.9856 - logits_profile_predictions_loss: 265.4812 - logcount_predictions_loss: 0.3275 78/1057 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[==>...........................] - ETA: 2:11 - loss: 268.5880 - logits_profile_predictions_loss: 265.0698 - logcount_predictions_loss: 0.3288 112/1057 [==>...........................] - ETA: 2:11 - loss: 268.5790 - logits_profile_predictions_loss: 265.0608 - logcount_predictions_loss: 0.3288 113/1057 [==>...........................] - ETA: 2:11 - loss: 268.5682 - logits_profile_predictions_loss: 265.0501 - logcount_predictions_loss: 0.3288 114/1057 [==>...........................] - ETA: 2:10 - loss: 268.5591 - logits_profile_predictions_loss: 265.0412 - logcount_predictions_loss: 0.3288 115/1057 [==>...........................] - ETA: 2:10 - loss: 268.5532 - logits_profile_predictions_loss: 265.0355 - logcount_predictions_loss: 0.3288 116/1057 [==>...........................] - ETA: 2:10 - loss: 268.5461 - logits_profile_predictions_loss: 265.0286 - logcount_predictions_loss: 0.3287 117/1057 [==>...........................] - ETA: 2:10 - loss: 268.5392 - 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[==>...........................] - ETA: 2:08 - loss: 268.4749 - logits_profile_predictions_loss: 264.9596 - logcount_predictions_loss: 0.3285 126/1057 [==>...........................] - ETA: 2:08 - loss: 268.4642 - logits_profile_predictions_loss: 264.9491 - logcount_predictions_loss: 0.3285 127/1057 [==>...........................] - ETA: 2:08 - loss: 268.4541 - logits_profile_predictions_loss: 264.9393 - logcount_predictions_loss: 0.3285 128/1057 [==>...........................] - ETA: 2:08 - loss: 268.4447 - logits_profile_predictions_loss: 264.9301 - logcount_predictions_loss: 0.3285 129/1057 [==>...........................] - ETA: 2:07 - loss: 268.4354 - logits_profile_predictions_loss: 264.9211 - logcount_predictions_loss: 0.3284 130/1057 [==>...........................] - ETA: 2:07 - loss: 268.4254 - logits_profile_predictions_loss: 264.9114 - logcount_predictions_loss: 0.3284 131/1057 [==>...........................] - ETA: 2:07 - loss: 268.4151 - logits_profile_predictions_loss: 264.9013 - logcount_predictions_loss: 0.3284 132/1057 [==>...........................] - ETA: 2:07 - loss: 268.4051 - logits_profile_predictions_loss: 264.8916 - logcount_predictions_loss: 0.3284 133/1057 [==>...........................] - ETA: 2:07 - loss: 268.3961 - logits_profile_predictions_loss: 264.8829 - logcount_predictions_loss: 0.3283 134/1057 [==>...........................] - ETA: 2:07 - loss: 268.3877 - logits_profile_predictions_loss: 264.8749 - logcount_predictions_loss: 0.3283 135/1057 [==>...........................] - ETA: 2:07 - loss: 268.3790 - logits_profile_predictions_loss: 264.8664 - logcount_predictions_loss: 0.3283 136/1057 [==>...........................] - ETA: 2:07 - loss: 268.3687 - logits_profile_predictions_loss: 264.8564 - logcount_predictions_loss: 0.3282 137/1057 [==>...........................] - ETA: 2:06 - loss: 268.3578 - logits_profile_predictions_loss: 264.8458 - logcount_predictions_loss: 0.3282 138/1057 [==>...........................] - ETA: 2:06 - loss: 268.3463 - logits_profile_predictions_loss: 264.8346 - logcount_predictions_loss: 0.3282 139/1057 [==>...........................] - ETA: 2:06 - loss: 268.3349 - logits_profile_predictions_loss: 264.8235 - logcount_predictions_loss: 0.3282 140/1057 [==>...........................] - ETA: 2:06 - loss: 268.3239 - logits_profile_predictions_loss: 264.8127 - logcount_predictions_loss: 0.3281 141/1057 [===>..........................] - ETA: 2:06 - loss: 268.3127 - logits_profile_predictions_loss: 264.8017 - logcount_predictions_loss: 0.3281 142/1057 [===>..........................] - ETA: 2:06 - loss: 268.3004 - logits_profile_predictions_loss: 264.7896 - logcount_predictions_loss: 0.3281 143/1057 [===>..........................] - ETA: 2:06 - loss: 268.2887 - logits_profile_predictions_loss: 264.7779 - logcount_predictions_loss: 0.3281 144/1057 [===>..........................] - ETA: 2:05 - loss: 268.2786 - 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[..............................] - ETA: 2:23 - loss: 257.7382 - logits_profile_predictions_loss: 254.6460 - logcount_predictions_loss: 0.2890 23/1057 [..............................] - ETA: 2:23 - loss: 257.8446 - logits_profile_predictions_loss: 254.7518 - logcount_predictions_loss: 0.2891 24/1057 [..............................] - ETA: 2:23 - loss: 257.9356 - logits_profile_predictions_loss: 254.8431 - logcount_predictions_loss: 0.2890 25/1057 [..............................] - ETA: 2:23 - loss: 258.0085 - logits_profile_predictions_loss: 254.9162 - logcount_predictions_loss: 0.2890 26/1057 [..............................] - ETA: 2:23 - loss: 258.1203 - logits_profile_predictions_loss: 255.0275 - logcount_predictions_loss: 0.2890 27/1057 [..............................] - ETA: 2:23 - loss: 258.2294 - logits_profile_predictions_loss: 255.1344 - logcount_predictions_loss: 0.2892 28/1057 [..............................] - ETA: 2:22 - loss: 258.3710 - logits_profile_predictions_loss: 255.2734 - logcount_predictions_loss: 0.2895 29/1057 [..............................] - ETA: 2:22 - loss: 258.5189 - logits_profile_predictions_loss: 255.4183 - logcount_predictions_loss: 0.2898 30/1057 [..............................] - ETA: 2:22 - loss: 258.6322 - logits_profile_predictions_loss: 255.5281 - logcount_predictions_loss: 0.2901 31/1057 [..............................] - ETA: 2:22 - loss: 258.7890 - logits_profile_predictions_loss: 255.6813 - logcount_predictions_loss: 0.2904 32/1057 [..............................] - ETA: 2:22 - loss: 258.9304 - logits_profile_predictions_loss: 255.8191 - logcount_predictions_loss: 0.2908 33/1057 [..............................] - ETA: 2:22 - loss: 259.0716 - logits_profile_predictions_loss: 255.9572 - logcount_predictions_loss: 0.2911 34/1057 [..............................] - ETA: 2:22 - loss: 259.2004 - logits_profile_predictions_loss: 256.0840 - logcount_predictions_loss: 0.2913 35/1057 [..............................] - ETA: 2:21 - loss: 259.3305 - logits_profile_predictions_loss: 256.2126 - logcount_predictions_loss: 0.2914 36/1057 [>.............................] - ETA: 2:21 - loss: 259.4458 - logits_profile_predictions_loss: 256.3265 - logcount_predictions_loss: 0.2915 37/1057 [>.............................] - ETA: 2:21 - loss: 259.5585 - logits_profile_predictions_loss: 256.4378 - logcount_predictions_loss: 0.2916 38/1057 [>.............................] - ETA: 2:21 - loss: 259.6559 - logits_profile_predictions_loss: 256.5341 - logcount_predictions_loss: 0.2918 39/1057 [>.............................] - ETA: 2:21 - loss: 259.7504 - logits_profile_predictions_loss: 256.6272 - logcount_predictions_loss: 0.2919 40/1057 [>.............................] - ETA: 2:21 - loss: 259.8409 - logits_profile_predictions_loss: 256.7164 - logcount_predictions_loss: 0.2920 41/1057 [>.............................] - ETA: 2:21 - loss: 259.9268 - logits_profile_predictions_loss: 256.8010 - logcount_predictions_loss: 0.2921 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logits_profile_predictions_loss: 257.2424 - logcount_predictions_loss: 0.2932 49/1057 [>.............................] - ETA: 2:19 - loss: 260.4485 - logits_profile_predictions_loss: 257.3103 - logcount_predictions_loss: 0.2933 50/1057 [>.............................] - ETA: 2:19 - loss: 260.5017 - logits_profile_predictions_loss: 257.3620 - logcount_predictions_loss: 0.2934 51/1057 [>.............................] - ETA: 2:19 - loss: 260.5461 - logits_profile_predictions_loss: 257.4049 - logcount_predictions_loss: 0.2936 52/1057 [>.............................] - ETA: 2:19 - loss: 260.5914 - logits_profile_predictions_loss: 257.4488 - logcount_predictions_loss: 0.2937 53/1057 [>.............................] - ETA: 2:19 - loss: 260.6327 - logits_profile_predictions_loss: 257.4888 - logcount_predictions_loss: 0.2938 54/1057 [>.............................] - ETA: 2:19 - loss: 260.6745 - logits_profile_predictions_loss: 257.5295 - logcount_predictions_loss: 0.2939 55/1057 [>.............................] - ETA: 2:19 - loss: 260.7178 - logits_profile_predictions_loss: 257.5716 - logcount_predictions_loss: 0.2940 56/1057 [>.............................] - ETA: 2:18 - loss: 260.7665 - logits_profile_predictions_loss: 257.6191 - logcount_predictions_loss: 0.2941 57/1057 [>.............................] - ETA: 2:18 - loss: 260.8172 - logits_profile_predictions_loss: 257.6685 - logcount_predictions_loss: 0.2943 58/1057 [>.............................] - ETA: 2:18 - loss: 260.8620 - logits_profile_predictions_loss: 257.7122 - logcount_predictions_loss: 0.2944 59/1057 [>.............................] - ETA: 2:18 - loss: 260.9094 - logits_profile_predictions_loss: 257.7584 - logcount_predictions_loss: 0.2945 60/1057 [>.............................] - ETA: 2:18 - loss: 260.9552 - logits_profile_predictions_loss: 257.8028 - logcount_predictions_loss: 0.2946 61/1057 [>.............................] - ETA: 2:18 - loss: 261.0034 - logits_profile_predictions_loss: 257.8494 - logcount_predictions_loss: 0.2948 62/1057 [>.............................] - ETA: 2:18 - loss: 261.0501 - logits_profile_predictions_loss: 257.8946 - logcount_predictions_loss: 0.2949 63/1057 [>.............................] - ETA: 2:17 - loss: 261.0936 - logits_profile_predictions_loss: 257.9367 - logcount_predictions_loss: 0.2950 64/1057 [>.............................] - ETA: 2:17 - loss: 261.1390 - logits_profile_predictions_loss: 257.9809 - logcount_predictions_loss: 0.2952 65/1057 [>.............................] - ETA: 2:17 - loss: 261.1845 - logits_profile_predictions_loss: 258.0249 - logcount_predictions_loss: 0.2953 66/1057 [>.............................] - ETA: 2:17 - loss: 261.2304 - logits_profile_predictions_loss: 258.0688 - logcount_predictions_loss: 0.2955 67/1057 [>.............................] - ETA: 2:17 - loss: 261.2763 - logits_profile_predictions_loss: 258.1129 - logcount_predictions_loss: 0.2957 68/1057 [>.............................] - ETA: 2:17 - loss: 261.3155 - logits_profile_predictions_loss: 258.1503 - logcount_predictions_loss: 0.2958 69/1057 [>.............................] - ETA: 2:17 - loss: 261.3546 - logits_profile_predictions_loss: 258.1878 - logcount_predictions_loss: 0.2960 70/1057 [>.............................] - ETA: 2:17 - loss: 261.3944 - logits_profile_predictions_loss: 258.2259 - logcount_predictions_loss: 0.2961 71/1057 [=>............................] - ETA: 2:16 - loss: 261.4301 - logits_profile_predictions_loss: 258.2598 - logcount_predictions_loss: 0.2963 72/1057 [=>............................] - ETA: 2:16 - loss: 261.4638 - logits_profile_predictions_loss: 258.2916 - logcount_predictions_loss: 0.2965 73/1057 [=>............................] - ETA: 2:16 - loss: 261.5021 - logits_profile_predictions_loss: 258.3280 - logcount_predictions_loss: 0.2966 74/1057 [=>............................] - ETA: 2:16 - loss: 261.5401 - logits_profile_predictions_loss: 258.3642 - logcount_predictions_loss: 0.2968 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logits_profile_predictions_loss: 258.6140 - logcount_predictions_loss: 0.2978 82/1057 [=>............................] - ETA: 2:15 - loss: 261.8395 - logits_profile_predictions_loss: 258.6519 - logcount_predictions_loss: 0.2979 83/1057 [=>............................] - ETA: 2:15 - loss: 261.8773 - logits_profile_predictions_loss: 258.6882 - logcount_predictions_loss: 0.2980 84/1057 [=>............................] - ETA: 2:15 - loss: 261.9136 - logits_profile_predictions_loss: 258.7232 - logcount_predictions_loss: 0.2982 85/1057 [=>............................] - ETA: 2:14 - loss: 261.9496 - logits_profile_predictions_loss: 258.7577 - logcount_predictions_loss: 0.2983 86/1057 [=>............................] - ETA: 2:14 - loss: 261.9833 - logits_profile_predictions_loss: 258.7897 - logcount_predictions_loss: 0.2985 87/1057 [=>............................] - ETA: 2:14 - loss: 262.0176 - logits_profile_predictions_loss: 258.8224 - logcount_predictions_loss: 0.2986 88/1057 [=>............................] - ETA: 2:14 - loss: 262.0477 - logits_profile_predictions_loss: 258.8509 - logcount_predictions_loss: 0.2988 89/1057 [=>............................] - ETA: 2:14 - loss: 262.0744 - logits_profile_predictions_loss: 258.8762 - logcount_predictions_loss: 0.2989 90/1057 [=>............................] - ETA: 2:14 - loss: 262.1021 - logits_profile_predictions_loss: 258.9025 - logcount_predictions_loss: 0.2990 91/1057 [=>............................] - ETA: 2:14 - loss: 262.1258 - logits_profile_predictions_loss: 258.9246 - logcount_predictions_loss: 0.2992 92/1057 [=>............................] - ETA: 2:13 - loss: 262.1500 - logits_profile_predictions_loss: 258.9472 - logcount_predictions_loss: 0.2993 93/1057 [=>............................] - ETA: 2:13 - loss: 262.1755 - logits_profile_predictions_loss: 258.9714 - logcount_predictions_loss: 0.2995 94/1057 [=>............................] - ETA: 2:13 - loss: 262.2010 - logits_profile_predictions_loss: 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0.3010 108/1057 [==>...........................] - ETA: 2:11 - loss: 262.4856 - logits_profile_predictions_loss: 259.2642 - logcount_predictions_loss: 0.3011 109/1057 [==>...........................] - ETA: 2:11 - loss: 262.5034 - logits_profile_predictions_loss: 259.2809 - logcount_predictions_loss: 0.3012 110/1057 [==>...........................] - ETA: 2:11 - loss: 262.5202 - logits_profile_predictions_loss: 259.2968 - logcount_predictions_loss: 0.3013 111/1057 [==>...........................] - ETA: 2:11 - loss: 262.5359 - logits_profile_predictions_loss: 259.3116 - logcount_predictions_loss: 0.3013 112/1057 [==>...........................] - ETA: 2:11 - loss: 262.5508 - logits_profile_predictions_loss: 259.3255 - logcount_predictions_loss: 0.3014 113/1057 [==>...........................] - ETA: 2:11 - loss: 262.5639 - logits_profile_predictions_loss: 259.3377 - logcount_predictions_loss: 0.3015 114/1057 [==>...........................] - ETA: 2:10 - loss: 262.5767 - 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[==>...........................] - ETA: 2:09 - loss: 262.6751 - logits_profile_predictions_loss: 259.4414 - logcount_predictions_loss: 0.3022 122/1057 [==>...........................] - ETA: 2:09 - loss: 262.6907 - logits_profile_predictions_loss: 259.4562 - logcount_predictions_loss: 0.3023 123/1057 [==>...........................] - ETA: 2:09 - loss: 262.7080 - logits_profile_predictions_loss: 259.4727 - logcount_predictions_loss: 0.3024 124/1057 [==>...........................] - ETA: 2:09 - loss: 262.7252 - logits_profile_predictions_loss: 259.4890 - logcount_predictions_loss: 0.3025 125/1057 [==>...........................] - ETA: 2:09 - loss: 262.7440 - logits_profile_predictions_loss: 259.5069 - logcount_predictions_loss: 0.3025 126/1057 [==>...........................] - ETA: 2:09 - loss: 262.7632 - logits_profile_predictions_loss: 259.5251 - logcount_predictions_loss: 0.3026 127/1057 [==>...........................] - ETA: 2:09 - loss: 262.7810 - logits_profile_predictions_loss: 259.5422 - logcount_predictions_loss: 0.3027 128/1057 [==>...........................] - ETA: 2:09 - loss: 262.7985 - logits_profile_predictions_loss: 259.5588 - logcount_predictions_loss: 0.3028 129/1057 [==>...........................] - ETA: 2:08 - loss: 262.8144 - logits_profile_predictions_loss: 259.5739 - logcount_predictions_loss: 0.3028 130/1057 [==>...........................] - ETA: 2:08 - loss: 262.8303 - logits_profile_predictions_loss: 259.5890 - logcount_predictions_loss: 0.3029 131/1057 [==>...........................] - ETA: 2:08 - loss: 262.8461 - logits_profile_predictions_loss: 259.6039 - logcount_predictions_loss: 0.3030 132/1057 [==>...........................] - ETA: 2:08 - loss: 262.8613 - logits_profile_predictions_loss: 259.6182 - logcount_predictions_loss: 0.3031 133/1057 [==>...........................] - ETA: 2:08 - loss: 262.8762 - logits_profile_predictions_loss: 259.6322 - logcount_predictions_loss: 0.3032 134/1057 [==>...........................] - ETA: 2:08 - loss: 262.8895 - logits_profile_predictions_loss: 259.6445 - logcount_predictions_loss: 0.3033 135/1057 [==>...........................] - ETA: 2:08 - loss: 262.9038 - logits_profile_predictions_loss: 259.6578 - logcount_predictions_loss: 0.3034 136/1057 [==>...........................] - ETA: 2:07 - loss: 262.9197 - logits_profile_predictions_loss: 259.6726 - logcount_predictions_loss: 0.3035 137/1057 [==>...........................] - ETA: 2:07 - loss: 262.9365 - logits_profile_predictions_loss: 259.6884 - logcount_predictions_loss: 0.3036 138/1057 [==>...........................] - ETA: 2:07 - loss: 262.9548 - logits_profile_predictions_loss: 259.7056 - logcount_predictions_loss: 0.3037 139/1057 [==>...........................] - ETA: 2:07 - loss: 262.9735 - logits_profile_predictions_loss: 259.7232 - logcount_predictions_loss: 0.3038 140/1057 [==>...........................] - ETA: 2:07 - loss: 262.9909 - logits_profile_predictions_loss: 259.7395 - logcount_predictions_loss: 0.3039 141/1057 [===>..........................] - ETA: 2:07 - loss: 263.0071 - logits_profile_predictions_loss: 259.7545 - logcount_predictions_loss: 0.3040 142/1057 [===>..........................] - ETA: 2:07 - loss: 263.0239 - logits_profile_predictions_loss: 259.7702 - logcount_predictions_loss: 0.3041 143/1057 [===>..........................] - ETA: 2:06 - loss: 263.0403 - logits_profile_predictions_loss: 259.7855 - logcount_predictions_loss: 0.3042 144/1057 [===>..........................] - ETA: 2:06 - loss: 263.0574 - logits_profile_predictions_loss: 259.8013 - logcount_predictions_loss: 0.3043 145/1057 [===>..........................] - ETA: 2:06 - loss: 263.0747 - logits_profile_predictions_loss: 259.8174 - logcount_predictions_loss: 0.3044 146/1057 [===>..........................] - ETA: 2:06 - loss: 263.0925 - logits_profile_predictions_loss: 259.8340 - logcount_predictions_loss: 0.3045 147/1057 [===>..........................] - ETA: 2:06 - loss: 263.1104 - logits_profile_predictions_loss: 259.8507 - logcount_predictions_loss: 0.3046 148/1057 [===>..........................] - ETA: 2:06 - loss: 263.1281 - logits_profile_predictions_loss: 259.8671 - logcount_predictions_loss: 0.3048 149/1057 [===>..........................] - ETA: 2:06 - loss: 263.1450 - logits_profile_predictions_loss: 259.8828 - logcount_predictions_loss: 0.3049 150/1057 [===>..........................] - ETA: 2:05 - loss: 263.1606 - logits_profile_predictions_loss: 259.8972 - logcount_predictions_loss: 0.3050 151/1057 [===>..........................] - ETA: 2:05 - loss: 263.1761 - logits_profile_predictions_loss: 259.9116 - logcount_predictions_loss: 0.3051 152/1057 [===>..........................] - ETA: 2:05 - loss: 263.1919 - logits_profile_predictions_loss: 259.9262 - logcount_predictions_loss: 0.3052 153/1057 [===>..........................] - ETA: 2:05 - loss: 263.2070 - logits_profile_predictions_loss: 259.9401 - logcount_predictions_loss: 0.3053 154/1057 [===>..........................] - ETA: 2:05 - loss: 263.2221 - logits_profile_predictions_loss: 259.9540 - logcount_predictions_loss: 0.3054 155/1057 [===>..........................] - ETA: 2:05 - loss: 263.2371 - logits_profile_predictions_loss: 259.9680 - logcount_predictions_loss: 0.3055 156/1057 [===>..........................] - ETA: 2:05 - loss: 263.2531 - logits_profile_predictions_loss: 259.9829 - logcount_predictions_loss: 0.3056 157/1057 [===>..........................] - ETA: 2:04 - loss: 263.2687 - logits_profile_predictions_loss: 259.9974 - logcount_predictions_loss: 0.3057 158/1057 [===>..........................] - ETA: 2:04 - loss: 263.2845 - logits_profile_predictions_loss: 260.0121 - logcount_predictions_loss: 0.3058 159/1057 [===>..........................] - ETA: 2:04 - loss: 263.3002 - logits_profile_predictions_loss: 260.0267 - logcount_predictions_loss: 0.3059 160/1057 [===>..........................] - ETA: 2:04 - loss: 263.3140 - logits_profile_predictions_loss: 260.0395 - logcount_predictions_loss: 0.3060 161/1057 [===>..........................] - ETA: 2:04 - loss: 263.3263 - logits_profile_predictions_loss: 260.0508 - logcount_predictions_loss: 0.3061 162/1057 [===>..........................] - ETA: 2:04 - loss: 263.3380 - logits_profile_predictions_loss: 260.0615 - logcount_predictions_loss: 0.3062 163/1057 [===>..........................] - ETA: 2:04 - loss: 263.3500 - logits_profile_predictions_loss: 260.0725 - logcount_predictions_loss: 0.3063 164/1057 [===>..........................] - ETA: 2:04 - loss: 263.3616 - logits_profile_predictions_loss: 260.0830 - logcount_predictions_loss: 0.3064 165/1057 [===>..........................] - ETA: 2:03 - loss: 263.3733 - logits_profile_predictions_loss: 260.0937 - logcount_predictions_loss: 0.3065 166/1057 [===>..........................] - ETA: 2:03 - loss: 263.3847 - 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[===>..........................] - ETA: 2:02 - loss: 263.4620 - logits_profile_predictions_loss: 260.1747 - logcount_predictions_loss: 0.3072 174/1057 [===>..........................] - ETA: 2:02 - loss: 263.4707 - logits_profile_predictions_loss: 260.1826 - logcount_predictions_loss: 0.3073 175/1057 [===>..........................] - ETA: 2:02 - loss: 263.4801 - logits_profile_predictions_loss: 260.1912 - logcount_predictions_loss: 0.3074 176/1057 [===>..........................] - ETA: 2:02 - loss: 263.4897 - logits_profile_predictions_loss: 260.1999 - logcount_predictions_loss: 0.3075 177/1057 [====>.........................] - ETA: 2:02 - loss: 263.4985 - logits_profile_predictions_loss: 260.2080 - logcount_predictions_loss: 0.3075 178/1057 [====>.........................] - ETA: 2:02 - loss: 263.5064 - logits_profile_predictions_loss: 260.2150 - logcount_predictions_loss: 0.3076 179/1057 [====>.........................] - ETA: 2:01 - loss: 263.5150 - 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[====>.........................] - ETA: 2:00 - loss: 263.5772 - logits_profile_predictions_loss: 260.2797 - logcount_predictions_loss: 0.3082 187/1057 [====>.........................] - ETA: 2:00 - loss: 263.5859 - logits_profile_predictions_loss: 260.2877 - logcount_predictions_loss: 0.3082 188/1057 [====>.........................] - ETA: 2:00 - loss: 263.5938 - logits_profile_predictions_loss: 260.2949 - logcount_predictions_loss: 0.3083 189/1057 [====>.........................] - ETA: 2:00 - loss: 263.6019 - logits_profile_predictions_loss: 260.3022 - logcount_predictions_loss: 0.3084 190/1057 [====>.........................] - ETA: 2:00 - loss: 263.6099 - logits_profile_predictions_loss: 260.3095 - logcount_predictions_loss: 0.3084 191/1057 [====>.........................] - ETA: 2:00 - loss: 263.6181 - logits_profile_predictions_loss: 260.3170 - logcount_predictions_loss: 0.3085 192/1057 [====>.........................] - ETA: 2:00 - loss: 263.6267 - logits_profile_predictions_loss: 260.3249 - logcount_predictions_loss: 0.3086 193/1057 [====>.........................] - ETA: 2:00 - loss: 263.6349 - logits_profile_predictions_loss: 260.3324 - logcount_predictions_loss: 0.3086 194/1057 [====>.........................] - ETA: 1:59 - loss: 263.6422 - logits_profile_predictions_loss: 260.3390 - logcount_predictions_loss: 0.3087 195/1057 [====>.........................] - ETA: 1:59 - loss: 263.6489 - logits_profile_predictions_loss: 260.3450 - logcount_predictions_loss: 0.3088 196/1057 [====>.........................] - ETA: 1:59 - loss: 263.6563 - logits_profile_predictions_loss: 260.3517 - logcount_predictions_loss: 0.3088 197/1057 [====>.........................] - ETA: 1:59 - loss: 263.6640 - logits_profile_predictions_loss: 260.3587 - logcount_predictions_loss: 0.3089 198/1057 [====>.........................] - ETA: 1:59 - loss: 263.6715 - logits_profile_predictions_loss: 260.3655 - logcount_predictions_loss: 0.3090 199/1057 [====>.........................] - ETA: 1:59 - loss: 263.6791 - logits_profile_predictions_loss: 260.3723 - logcount_predictions_loss: 0.3090 200/1057 [====>.........................] - ETA: 1:59 - loss: 263.6863 - logits_profile_predictions_loss: 260.3788 - logcount_predictions_loss: 0.3091 201/1057 [====>.........................] - ETA: 1:58 - loss: 263.6937 - logits_profile_predictions_loss: 260.3855 - logcount_predictions_loss: 0.3092 202/1057 [====>.........................] - ETA: 1:58 - loss: 263.7005 - logits_profile_predictions_loss: 260.3917 - logcount_predictions_loss: 0.3092 203/1057 [====>.........................] - ETA: 1:58 - loss: 263.7074 - logits_profile_predictions_loss: 260.3979 - logcount_predictions_loss: 0.3093 204/1057 [====>.........................] - ETA: 1:58 - loss: 263.7143 - logits_profile_predictions_loss: 260.4042 - logcount_predictions_loss: 0.3094 205/1057 [====>.........................] - ETA: 1:58 - loss: 263.7212 - logits_profile_predictions_loss: 260.4104 - logcount_predictions_loss: 0.3094 206/1057 [====>.........................] - ETA: 1:58 - loss: 263.7284 - logits_profile_predictions_loss: 260.4170 - logcount_predictions_loss: 0.3095 207/1057 [====>.........................] - ETA: 1:58 - loss: 263.7354 - logits_profile_predictions_loss: 260.4234 - logcount_predictions_loss: 0.3095 208/1057 [====>.........................] - ETA: 1:57 - loss: 263.7425 - logits_profile_predictions_loss: 260.4298 - logcount_predictions_loss: 0.3096 209/1057 [====>.........................] - ETA: 1:57 - loss: 263.7499 - logits_profile_predictions_loss: 260.4366 - logcount_predictions_loss: 0.3097 210/1057 [====>.........................] - ETA: 1:57 - loss: 263.7573 - logits_profile_predictions_loss: 260.4434 - logcount_predictions_loss: 0.3097 211/1057 [====>.........................] - ETA: 1:57 - loss: 263.7650 - logits_profile_predictions_loss: 260.4504 - logcount_predictions_loss: 0.3098 212/1057 [=====>........................] - ETA: 1:57 - loss: 263.7725 - logits_profile_predictions_loss: 260.4573 - logcount_predictions_loss: 0.3098 213/1057 [=====>........................] - ETA: 1:57 - loss: 263.7799 - logits_profile_predictions_loss: 260.4641 - logcount_predictions_loss: 0.3099 214/1057 [=====>........................] - ETA: 1:57 - loss: 263.7875 - logits_profile_predictions_loss: 260.4711 - logcount_predictions_loss: 0.3099 215/1057 [=====>........................] - ETA: 1:56 - loss: 263.7947 - logits_profile_predictions_loss: 260.4776 - logcount_predictions_loss: 0.3100 216/1057 [=====>........................] - ETA: 1:56 - loss: 263.8016 - logits_profile_predictions_loss: 260.4839 - logcount_predictions_loss: 0.3101 217/1057 [=====>........................] - ETA: 1:56 - loss: 263.8080 - logits_profile_predictions_loss: 260.4898 - logcount_predictions_loss: 0.3101 218/1057 [=====>........................] - ETA: 1:56 - loss: 263.8142 - 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[============================>.] - ETA: 2s - loss: 262.3812 - logits_profile_predictions_loss: 259.1389 - logcount_predictions_loss: 0.3030 1043/1057 [============================>.] - ETA: 1s - loss: 262.3815 - logits_profile_predictions_loss: 259.1392 - logcount_predictions_loss: 0.3030 1044/1057 [============================>.] - ETA: 1s - loss: 262.3817 - logits_profile_predictions_loss: 259.1394 - logcount_predictions_loss: 0.3030 1045/1057 [============================>.] - ETA: 1s - loss: 262.3819 - logits_profile_predictions_loss: 259.1396 - logcount_predictions_loss: 0.3030 1046/1057 [============================>.] - ETA: 1s - loss: 262.3821 - logits_profile_predictions_loss: 259.1399 - logcount_predictions_loss: 0.3030 1047/1057 [============================>.] - ETA: 1s - loss: 262.3823 - logits_profile_predictions_loss: 259.1401 - logcount_predictions_loss: 0.3030 1048/1057 [============================>.] - ETA: 1s - loss: 262.3826 - logits_profile_predictions_loss: 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loss: 262.3840 - logits_profile_predictions_loss: 259.1419 - logcount_predictions_loss: 0.3030 1056/1057 [============================>.] - ETA: 0s - loss: 262.3842 - logits_profile_predictions_loss: 259.1421 - logcount_predictions_loss: 0.3030 1057/1057 [==============================] - ETA: 0s - loss: 262.3844 - logits_profile_predictions_loss: 259.1423 - logcount_predictions_loss: 0.3030 1057/1057 [==============================] - 156s 147ms/step - loss: 262.3846 - logits_profile_predictions_loss: 259.1426 - logcount_predictions_loss: 0.3030 - val_loss: 291.7141 - val_logits_profile_predictions_loss: 288.6615 - val_logcount_predictions_loss: 0.2853 + +Epoch 00008: val_loss did not improve from 291.52222 +Epoch 9/50 + 1/1057 [..............................] - ETA: 2:43 - loss: 281.9135 - logits_profile_predictions_loss: 278.7480 - logcount_predictions_loss: 0.2958 2/1057 [..............................] - ETA: 2:31 - loss: 274.4801 - logits_profile_predictions_loss: 271.5308 - logcount_predictions_loss: 0.2756 3/1057 [..............................] - ETA: 2:29 - loss: 272.2540 - logits_profile_predictions_loss: 269.3566 - logcount_predictions_loss: 0.2708 4/1057 [..............................] - ETA: 2:28 - loss: 271.7859 - logits_profile_predictions_loss: 268.8662 - logcount_predictions_loss: 0.2729 5/1057 [..............................] - ETA: 2:27 - loss: 271.0555 - logits_profile_predictions_loss: 268.1393 - logcount_predictions_loss: 0.2725 6/1057 [..............................] - ETA: 2:26 - loss: 269.8930 - logits_profile_predictions_loss: 266.9640 - logcount_predictions_loss: 0.2737 7/1057 [..............................] - ETA: 2:26 - loss: 269.1081 - logits_profile_predictions_loss: 266.1778 - logcount_predictions_loss: 0.2739 8/1057 [..............................] - ETA: 2:26 - loss: 268.7547 - logits_profile_predictions_loss: 265.8132 - logcount_predictions_loss: 0.2749 9/1057 [..............................] - ETA: 2:26 - loss: 268.4780 - logits_profile_predictions_loss: 265.5282 - logcount_predictions_loss: 0.2757 10/1057 [..............................] - ETA: 2:25 - loss: 268.2602 - logits_profile_predictions_loss: 265.3035 - logcount_predictions_loss: 0.2763 11/1057 [..............................] - ETA: 2:25 - loss: 268.0237 - logits_profile_predictions_loss: 265.0475 - logcount_predictions_loss: 0.2781 12/1057 [..............................] - ETA: 2:25 - loss: 267.9605 - logits_profile_predictions_loss: 264.9708 - logcount_predictions_loss: 0.2794 13/1057 [..............................] - ETA: 2:25 - loss: 267.8952 - logits_profile_predictions_loss: 264.8960 - logcount_predictions_loss: 0.2803 14/1057 [..............................] - ETA: 2:25 - loss: 267.9438 - logits_profile_predictions_loss: 264.9357 - logcount_predictions_loss: 0.2811 15/1057 [..............................] - ETA: 2:25 - loss: 267.9427 - logits_profile_predictions_loss: 264.9290 - logcount_predictions_loss: 0.2817 16/1057 [..............................] - ETA: 2:24 - loss: 267.9283 - logits_profile_predictions_loss: 264.9128 - logcount_predictions_loss: 0.2818 17/1057 [..............................] - ETA: 2:24 - loss: 267.9494 - logits_profile_predictions_loss: 264.9346 - logcount_predictions_loss: 0.2818 18/1057 [..............................] - ETA: 2:24 - loss: 267.9299 - logits_profile_predictions_loss: 264.9174 - logcount_predictions_loss: 0.2815 19/1057 [..............................] - ETA: 2:24 - loss: 267.8693 - logits_profile_predictions_loss: 264.8598 - logcount_predictions_loss: 0.2813 20/1057 [..............................] - ETA: 2:24 - loss: 267.8827 - logits_profile_predictions_loss: 264.8777 - logcount_predictions_loss: 0.2808 21/1057 [..............................] - ETA: 2:24 - loss: 267.8542 - logits_profile_predictions_loss: 264.8527 - logcount_predictions_loss: 0.2805 22/1057 [..............................] - ETA: 2:23 - loss: 267.8632 - logits_profile_predictions_loss: 264.8661 - logcount_predictions_loss: 0.2801 23/1057 [..............................] - ETA: 2:23 - loss: 267.8202 - logits_profile_predictions_loss: 264.8272 - logcount_predictions_loss: 0.2797 24/1057 [..............................] - ETA: 2:23 - loss: 267.7839 - logits_profile_predictions_loss: 264.7957 - logcount_predictions_loss: 0.2793 25/1057 [..............................] - ETA: 2:23 - loss: 267.7423 - logits_profile_predictions_loss: 264.7586 - logcount_predictions_loss: 0.2788 26/1057 [..............................] - ETA: 2:23 - loss: 267.6885 - logits_profile_predictions_loss: 264.7094 - logcount_predictions_loss: 0.2784 27/1057 [..............................] - ETA: 2:23 - loss: 267.6273 - logits_profile_predictions_loss: 264.6527 - logcount_predictions_loss: 0.2780 28/1057 [..............................] - ETA: 2:23 - loss: 267.5672 - logits_profile_predictions_loss: 264.5970 - logcount_predictions_loss: 0.2776 29/1057 [..............................] - ETA: 2:22 - loss: 267.4906 - logits_profile_predictions_loss: 264.5238 - logcount_predictions_loss: 0.2773 30/1057 [..............................] - ETA: 2:22 - loss: 267.4326 - logits_profile_predictions_loss: 264.4687 - logcount_predictions_loss: 0.2770 31/1057 [..............................] - ETA: 2:22 - loss: 267.3750 - logits_profile_predictions_loss: 264.4129 - logcount_predictions_loss: 0.2768 32/1057 [..............................] - ETA: 2:22 - loss: 267.2970 - logits_profile_predictions_loss: 264.3368 - logcount_predictions_loss: 0.2767 33/1057 [..............................] - ETA: 2:22 - loss: 267.2196 - logits_profile_predictions_loss: 264.2615 - logcount_predictions_loss: 0.2765 34/1057 [..............................] - ETA: 2:22 - loss: 267.1412 - logits_profile_predictions_loss: 264.1850 - logcount_predictions_loss: 0.2763 35/1057 [..............................] - ETA: 2:22 - loss: 267.0537 - logits_profile_predictions_loss: 264.0999 - logcount_predictions_loss: 0.2761 36/1057 [>.............................] - ETA: 2:21 - loss: 266.9701 - logits_profile_predictions_loss: 264.0184 - logcount_predictions_loss: 0.2759 37/1057 [>.............................] - ETA: 2:21 - loss: 266.8905 - logits_profile_predictions_loss: 263.9413 - logcount_predictions_loss: 0.2756 38/1057 [>.............................] - ETA: 2:21 - loss: 266.8072 - logits_profile_predictions_loss: 263.8601 - logcount_predictions_loss: 0.2754 39/1057 [>.............................] - ETA: 2:21 - loss: 266.7204 - logits_profile_predictions_loss: 263.7754 - logcount_predictions_loss: 0.2752 40/1057 [>.............................] - ETA: 2:21 - loss: 266.6324 - logits_profile_predictions_loss: 263.6893 - logcount_predictions_loss: 0.2751 41/1057 [>.............................] - ETA: 2:21 - loss: 266.5434 - logits_profile_predictions_loss: 263.6023 - logcount_predictions_loss: 0.2749 42/1057 [>.............................] - ETA: 2:21 - loss: 266.4430 - logits_profile_predictions_loss: 263.5041 - logcount_predictions_loss: 0.2747 43/1057 [>.............................] - ETA: 2:20 - loss: 266.3436 - logits_profile_predictions_loss: 263.4063 - logcount_predictions_loss: 0.2745 44/1057 [>.............................] - ETA: 2:20 - loss: 266.2529 - logits_profile_predictions_loss: 263.3170 - logcount_predictions_loss: 0.2744 45/1057 [>.............................] - ETA: 2:20 - loss: 266.1670 - logits_profile_predictions_loss: 263.2328 - logcount_predictions_loss: 0.2742 46/1057 [>.............................] - ETA: 2:20 - loss: 266.0815 - logits_profile_predictions_loss: 263.1487 - logcount_predictions_loss: 0.2741 47/1057 [>.............................] - ETA: 2:20 - loss: 265.9955 - logits_profile_predictions_loss: 263.0642 - logcount_predictions_loss: 0.2740 48/1057 [>.............................] - ETA: 2:20 - loss: 265.9034 - logits_profile_predictions_loss: 262.9733 - logcount_predictions_loss: 0.2738 49/1057 [>.............................] - ETA: 2:20 - loss: 265.8043 - logits_profile_predictions_loss: 262.8755 - logcount_predictions_loss: 0.2737 50/1057 [>.............................] - ETA: 2:19 - loss: 265.7158 - logits_profile_predictions_loss: 262.7884 - logcount_predictions_loss: 0.2736 51/1057 [>.............................] - ETA: 2:19 - loss: 265.6229 - logits_profile_predictions_loss: 262.6970 - logcount_predictions_loss: 0.2734 52/1057 [>.............................] - ETA: 2:19 - loss: 265.5356 - logits_profile_predictions_loss: 262.6111 - logcount_predictions_loss: 0.2733 53/1057 [>.............................] - ETA: 2:19 - loss: 265.4493 - logits_profile_predictions_loss: 262.5263 - logcount_predictions_loss: 0.2732 54/1057 [>.............................] - ETA: 2:19 - loss: 265.3608 - logits_profile_predictions_loss: 262.4390 - logcount_predictions_loss: 0.2731 55/1057 [>.............................] - ETA: 2:19 - loss: 265.2800 - logits_profile_predictions_loss: 262.3595 - logcount_predictions_loss: 0.2729 56/1057 [>.............................] - ETA: 2:19 - loss: 265.1988 - logits_profile_predictions_loss: 262.2796 - logcount_predictions_loss: 0.2728 57/1057 [>.............................] - ETA: 2:18 - loss: 265.1224 - logits_profile_predictions_loss: 262.2043 - logcount_predictions_loss: 0.2727 58/1057 [>.............................] - ETA: 2:18 - loss: 265.0458 - logits_profile_predictions_loss: 262.1286 - logcount_predictions_loss: 0.2726 59/1057 [>.............................] - ETA: 2:18 - loss: 264.9704 - logits_profile_predictions_loss: 262.0538 - logcount_predictions_loss: 0.2726 60/1057 [>.............................] - ETA: 2:18 - loss: 264.8977 - logits_profile_predictions_loss: 261.9819 - logcount_predictions_loss: 0.2725 61/1057 [>.............................] - ETA: 2:18 - loss: 264.8340 - logits_profile_predictions_loss: 261.9185 - logcount_predictions_loss: 0.2725 62/1057 [>.............................] - ETA: 2:18 - loss: 264.7716 - logits_profile_predictions_loss: 261.8565 - logcount_predictions_loss: 0.2724 63/1057 [>.............................] - ETA: 2:18 - loss: 264.7072 - logits_profile_predictions_loss: 261.7924 - logcount_predictions_loss: 0.2724 64/1057 [>.............................] - ETA: 2:17 - loss: 264.6470 - logits_profile_predictions_loss: 261.7324 - logcount_predictions_loss: 0.2724 65/1057 [>.............................] - ETA: 2:17 - loss: 264.5888 - logits_profile_predictions_loss: 261.6746 - logcount_predictions_loss: 0.2724 66/1057 [>.............................] - ETA: 2:17 - loss: 264.5251 - logits_profile_predictions_loss: 261.6113 - logcount_predictions_loss: 0.2723 67/1057 [>.............................] - ETA: 2:17 - loss: 264.4596 - logits_profile_predictions_loss: 261.5463 - logcount_predictions_loss: 0.2723 68/1057 [>.............................] - ETA: 2:17 - loss: 264.3962 - logits_profile_predictions_loss: 261.4835 - logcount_predictions_loss: 0.2722 69/1057 [>.............................] - ETA: 2:17 - loss: 264.3385 - logits_profile_predictions_loss: 261.4263 - logcount_predictions_loss: 0.2722 70/1057 [>.............................] - ETA: 2:17 - loss: 264.2824 - logits_profile_predictions_loss: 261.3706 - logcount_predictions_loss: 0.2721 71/1057 [=>............................] - ETA: 2:16 - loss: 264.2326 - logits_profile_predictions_loss: 261.3214 - logcount_predictions_loss: 0.2721 72/1057 [=>............................] - ETA: 2:16 - loss: 264.1864 - logits_profile_predictions_loss: 261.2757 - logcount_predictions_loss: 0.2720 73/1057 [=>............................] - ETA: 2:16 - loss: 264.1426 - logits_profile_predictions_loss: 261.2325 - logcount_predictions_loss: 0.2720 74/1057 [=>............................] - ETA: 2:16 - loss: 264.0989 - logits_profile_predictions_loss: 261.1896 - logcount_predictions_loss: 0.2719 75/1057 [=>............................] - ETA: 2:16 - loss: 264.0563 - logits_profile_predictions_loss: 261.1478 - logcount_predictions_loss: 0.2718 76/1057 [=>............................] - ETA: 2:16 - loss: 264.0142 - logits_profile_predictions_loss: 261.1067 - logcount_predictions_loss: 0.2717 77/1057 [=>............................] - ETA: 2:16 - loss: 263.9752 - logits_profile_predictions_loss: 261.0686 - logcount_predictions_loss: 0.2716 78/1057 [=>............................] - ETA: 2:15 - loss: 263.9406 - logits_profile_predictions_loss: 261.0348 - logcount_predictions_loss: 0.2716 79/1057 [=>............................] - ETA: 2:15 - loss: 263.9149 - logits_profile_predictions_loss: 261.0100 - logcount_predictions_loss: 0.2715 80/1057 [=>............................] - ETA: 2:15 - loss: 263.8909 - logits_profile_predictions_loss: 260.9867 - logcount_predictions_loss: 0.2714 81/1057 [=>............................] - ETA: 2:15 - loss: 263.8722 - logits_profile_predictions_loss: 260.9685 - logcount_predictions_loss: 0.2714 82/1057 [=>............................] - ETA: 2:15 - loss: 263.8554 - logits_profile_predictions_loss: 260.9525 - logcount_predictions_loss: 0.2713 83/1057 [=>............................] - ETA: 2:15 - loss: 263.8390 - logits_profile_predictions_loss: 260.9368 - logcount_predictions_loss: 0.2712 84/1057 [=>............................] - ETA: 2:15 - loss: 263.8204 - logits_profile_predictions_loss: 260.9189 - logcount_predictions_loss: 0.2712 85/1057 [=>............................] - ETA: 2:14 - loss: 263.8038 - logits_profile_predictions_loss: 260.9032 - logcount_predictions_loss: 0.2711 86/1057 [=>............................] - ETA: 2:14 - loss: 263.7876 - logits_profile_predictions_loss: 260.8877 - logcount_predictions_loss: 0.2710 87/1057 [=>............................] - ETA: 2:14 - loss: 263.7696 - logits_profile_predictions_loss: 260.8703 - logcount_predictions_loss: 0.2710 88/1057 [=>............................] - ETA: 2:14 - loss: 263.7544 - logits_profile_predictions_loss: 260.8557 - logcount_predictions_loss: 0.2709 89/1057 [=>............................] - ETA: 2:14 - loss: 263.7410 - logits_profile_predictions_loss: 260.8428 - logcount_predictions_loss: 0.2709 90/1057 [=>............................] - ETA: 2:14 - loss: 263.7318 - logits_profile_predictions_loss: 260.8341 - logcount_predictions_loss: 0.2708 91/1057 [=>............................] - ETA: 2:14 - loss: 263.7222 - logits_profile_predictions_loss: 260.8251 - logcount_predictions_loss: 0.2708 92/1057 [=>............................] - ETA: 2:13 - loss: 263.7143 - logits_profile_predictions_loss: 260.8177 - logcount_predictions_loss: 0.2707 93/1057 [=>............................] - ETA: 2:13 - loss: 263.7039 - logits_profile_predictions_loss: 260.8079 - logcount_predictions_loss: 0.2707 94/1057 [=>............................] - ETA: 2:13 - loss: 263.6938 - logits_profile_predictions_loss: 260.7983 - logcount_predictions_loss: 0.2706 95/1057 [=>............................] - ETA: 2:13 - loss: 263.6842 - logits_profile_predictions_loss: 260.7894 - logcount_predictions_loss: 0.2706 96/1057 [=>............................] - ETA: 2:13 - loss: 263.6718 - logits_profile_predictions_loss: 260.7775 - logcount_predictions_loss: 0.2705 97/1057 [=>............................] - ETA: 2:13 - loss: 263.6591 - logits_profile_predictions_loss: 260.7654 - logcount_predictions_loss: 0.2704 98/1057 [=>............................] - ETA: 2:13 - loss: 263.6465 - logits_profile_predictions_loss: 260.7534 - logcount_predictions_loss: 0.2704 99/1057 [=>............................] - ETA: 2:13 - loss: 263.6340 - logits_profile_predictions_loss: 260.7416 - logcount_predictions_loss: 0.2703 100/1057 [=>............................] - ETA: 2:12 - loss: 263.6213 - logits_profile_predictions_loss: 260.7294 - logcount_predictions_loss: 0.2703 101/1057 [=>............................] - ETA: 2:12 - loss: 263.6076 - logits_profile_predictions_loss: 260.7163 - logcount_predictions_loss: 0.2702 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logits_profile_predictions_loss: 250.7254 - logcount_predictions_loss: 0.2499 106/1057 [==>...........................] - ETA: 2:12 - loss: 253.4197 - logits_profile_predictions_loss: 250.7451 - logcount_predictions_loss: 0.2500 107/1057 [==>...........................] - ETA: 2:11 - loss: 253.4401 - logits_profile_predictions_loss: 250.7651 - logcount_predictions_loss: 0.2500 108/1057 [==>...........................] - ETA: 2:11 - loss: 253.4606 - logits_profile_predictions_loss: 250.7853 - logcount_predictions_loss: 0.2500 109/1057 [==>...........................] - ETA: 2:11 - loss: 253.4800 - logits_profile_predictions_loss: 250.8043 - logcount_predictions_loss: 0.2501 110/1057 [==>...........................] - ETA: 2:11 - loss: 253.4971 - logits_profile_predictions_loss: 250.8210 - logcount_predictions_loss: 0.2501 111/1057 [==>...........................] - ETA: 2:11 - loss: 253.5177 - logits_profile_predictions_loss: 250.8412 - logcount_predictions_loss: 0.2501 112/1057 [==>...........................] - ETA: 2:11 - loss: 253.5373 - logits_profile_predictions_loss: 250.8604 - logcount_predictions_loss: 0.2502 113/1057 [==>...........................] - ETA: 2:11 - loss: 253.5599 - logits_profile_predictions_loss: 250.8825 - logcount_predictions_loss: 0.2502 114/1057 [==>...........................] - ETA: 2:10 - loss: 253.5835 - logits_profile_predictions_loss: 250.9058 - logcount_predictions_loss: 0.2503 115/1057 [==>...........................] - ETA: 2:10 - loss: 253.6066 - logits_profile_predictions_loss: 250.9284 - logcount_predictions_loss: 0.2503 116/1057 [==>...........................] - ETA: 2:10 - loss: 253.6283 - logits_profile_predictions_loss: 250.9496 - logcount_predictions_loss: 0.2503 117/1057 [==>...........................] - ETA: 2:10 - loss: 253.6496 - logits_profile_predictions_loss: 250.9705 - logcount_predictions_loss: 0.2504 118/1057 [==>...........................] - ETA: 2:10 - loss: 253.6692 - 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[==>...........................] - ETA: 2:09 - loss: 253.7937 - logits_profile_predictions_loss: 251.1097 - logcount_predictions_loss: 0.2508 126/1057 [==>...........................] - ETA: 2:09 - loss: 253.8061 - logits_profile_predictions_loss: 251.1215 - logcount_predictions_loss: 0.2509 127/1057 [==>...........................] - ETA: 2:09 - loss: 253.8186 - logits_profile_predictions_loss: 251.1333 - logcount_predictions_loss: 0.2510 128/1057 [==>...........................] - ETA: 2:09 - loss: 253.8305 - logits_profile_predictions_loss: 251.1445 - logcount_predictions_loss: 0.2510 129/1057 [==>...........................] - ETA: 2:08 - loss: 253.8430 - logits_profile_predictions_loss: 251.1564 - logcount_predictions_loss: 0.2511 130/1057 [==>...........................] - ETA: 2:08 - loss: 253.8555 - logits_profile_predictions_loss: 251.1682 - logcount_predictions_loss: 0.2512 131/1057 [==>...........................] - ETA: 2:08 - loss: 253.8672 - logits_profile_predictions_loss: 251.1792 - logcount_predictions_loss: 0.2512 132/1057 [==>...........................] - ETA: 2:08 - loss: 253.8799 - logits_profile_predictions_loss: 251.1912 - logcount_predictions_loss: 0.2513 133/1057 [==>...........................] - ETA: 2:08 - loss: 253.8917 - logits_profile_predictions_loss: 251.2023 - logcount_predictions_loss: 0.2513 134/1057 [==>...........................] - ETA: 2:08 - loss: 253.9028 - logits_profile_predictions_loss: 251.2128 - logcount_predictions_loss: 0.2514 135/1057 [==>...........................] - ETA: 2:08 - loss: 253.9140 - logits_profile_predictions_loss: 251.2234 - logcount_predictions_loss: 0.2515 136/1057 [==>...........................] - ETA: 2:07 - loss: 253.9243 - logits_profile_predictions_loss: 251.2331 - logcount_predictions_loss: 0.2515 137/1057 [==>...........................] - ETA: 2:07 - loss: 253.9341 - logits_profile_predictions_loss: 251.2424 - logcount_predictions_loss: 0.2516 138/1057 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logits_profile_predictions_loss: 251.3080 - logcount_predictions_loss: 0.2519 145/1057 [===>..........................] - ETA: 2:06 - loss: 254.0122 - logits_profile_predictions_loss: 251.3165 - logcount_predictions_loss: 0.2519 146/1057 [===>..........................] - ETA: 2:06 - loss: 254.0213 - logits_profile_predictions_loss: 251.3253 - logcount_predictions_loss: 0.2520 147/1057 [===>..........................] - ETA: 2:06 - loss: 254.0315 - logits_profile_predictions_loss: 251.3351 - logcount_predictions_loss: 0.2520 148/1057 [===>..........................] - ETA: 2:06 - loss: 254.0401 - logits_profile_predictions_loss: 251.3434 - logcount_predictions_loss: 0.2520 149/1057 [===>..........................] - ETA: 2:06 - loss: 254.0490 - logits_profile_predictions_loss: 251.3520 - logcount_predictions_loss: 0.2521 150/1057 [===>..........................] - ETA: 2:05 - loss: 254.0573 - logits_profile_predictions_loss: 251.3598 - logcount_predictions_loss: 0.2521 151/1057 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loss: 256.7662 - logits_profile_predictions_loss: 254.0496 - logcount_predictions_loss: 0.2539 1050/1057 [============================>.] - ETA: 0s - loss: 256.7671 - logits_profile_predictions_loss: 254.0504 - logcount_predictions_loss: 0.2539 1051/1057 [============================>.] - ETA: 0s - loss: 256.7679 - logits_profile_predictions_loss: 254.0513 - logcount_predictions_loss: 0.2539 1052/1057 [============================>.] - ETA: 0s - loss: 256.7687 - logits_profile_predictions_loss: 254.0521 - logcount_predictions_loss: 0.2539 1053/1057 [============================>.] - ETA: 0s - loss: 256.7695 - logits_profile_predictions_loss: 254.0529 - logcount_predictions_loss: 0.2539 1054/1057 [============================>.] - ETA: 0s - loss: 256.7703 - logits_profile_predictions_loss: 254.0537 - logcount_predictions_loss: 0.2539 1055/1057 [============================>.] - ETA: 0s - loss: 256.7712 - logits_profile_predictions_loss: 254.0546 - logcount_predictions_loss: 0.2539 1056/1057 [============================>.] - ETA: 0s - loss: 256.7720 - logits_profile_predictions_loss: 254.0554 - logcount_predictions_loss: 0.2539 1057/1057 [==============================] - ETA: 0s - loss: 256.7728 - logits_profile_predictions_loss: 254.0563 - logcount_predictions_loss: 0.2539 1057/1057 [==============================] - 156s 147ms/step - loss: 256.7736 - logits_profile_predictions_loss: 254.0571 - logcount_predictions_loss: 0.2539 - val_loss: 293.5634 - val_logits_profile_predictions_loss: 290.1064 - val_logcount_predictions_loss: 0.3231 + +Epoch 00010: val_loss did not improve from 291.52222 +Restoring model weights from the end of the best epoch. +Epoch 00010: early stopping +save model +save model without bias +2022-09-22_05-48-20: 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/ATAC//ENCSR823ZCR//preprocessing/bigWigs/ENCSR823ZCR.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_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/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(18309, 10) +loading nonpeaks... +got split:test for bed regions:(17413, 10) +0/140 +100/140 +2022-09-22_05-49-45: 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/ATAC//ENCSR823ZCR//preprocessing/bigWigs/ENCSR823ZCR.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_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/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(18309, 10) +loading nonpeaks... +got split:test for bed regions:(17413, 10) +0/140 +100/140 +2022-09-22_05-51-03: 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/ATAC//ENCSR823ZCR//preprocessing/bigWigs/ENCSR823ZCR.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_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/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(18309, 10) +loading nonpeaks... +got split:test for bed regions:(17413, 10) +0/140 +100/140 +2022-09-22_05-51-54: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//footprints +2022-09-22_05-51-54: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: tn5_1 +GCACAGTACAGAGCTG + 1/18 [>.............................] - ETA: 1:39 3/18 [====>.........................] - ETA: 4s  4/18 [=====>........................] - ETA: 5s 5/18 [=======>......................] - ETA: 6s 6/18 [=========>....................] - ETA: 6s 7/18 [==========>...................] - ETA: 5s 8/18 [============>.................] - ETA: 5s 9/18 [==============>...............] - ETA: 4s 10/18 [===============>..............] - ETA: 4s 11/18 [=================>............] - ETA: 3s 12/18 [===================>..........] - ETA: 3s 13/18 [====================>.........] - ETA: 2s 14/18 [======================>.......] - ETA: 2s 15/18 [========================>.....] - ETA: 1s 16/18 [=========================>....] - ETA: 1s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - ETA: 0s 18/18 [==============================] - 20s 808ms/step + 1/18 [>.............................] - ETA: 0s 2/18 [==>...........................] - ETA: 9s 3/18 [====>.........................] - ETA: 9s 4/18 [=====>........................] - ETA: 8s 5/18 [=======>......................] - ETA: 8s 6/18 [=========>....................] - ETA: 7s 7/18 [==========>...................] - ETA: 6s 8/18 [============>.................] - ETA: 6s 9/18 [==============>...............] - ETA: 5s 10/18 [===============>..............] - ETA: 4s 11/18 [=================>............] - ETA: 4s 12/18 [===================>..........] - ETA: 3s 13/18 [====================>.........] - ETA: 3s 14/18 [======================>.......] - ETA: 2s 15/18 [========================>.....] - ETA: 1s 16/18 [=========================>....] - ETA: 1s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - ETA: 0s 18/18 [==============================] - 11s 647ms/step +inserting motif: tn5_2 +GTGCACAGTTCTAGAGTGTGCAG + 1/18 [>.............................] - ETA: 0s 2/18 [==>...........................] - ETA: 9s 3/18 [====>.........................] - ETA: 9s 4/18 [=====>........................] - ETA: 8s 5/18 [=======>......................] - ETA: 8s 6/18 [=========>....................] - ETA: 7s 7/18 [==========>...................] - ETA: 6s 8/18 [============>.................] - ETA: 6s 9/18 [==============>...............] - ETA: 5s 10/18 [===============>..............] - ETA: 4s 11/18 [=================>............] - ETA: 4s 12/18 [===================>..........] - ETA: 3s 13/18 [====================>.........] - ETA: 3s 14/18 [======================>.......] - ETA: 2s 15/18 [========================>.....] - ETA: 1s 16/18 [=========================>....] - ETA: 1s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - ETA: 0s 18/18 [==============================] - 11s 646ms/step + 1/18 [>.............................] - ETA: 0s 2/18 [==>...........................] - ETA: 9s 3/18 [====>.........................] - ETA: 9s 4/18 [=====>........................] - ETA: 8s 5/18 [=======>......................] - ETA: 8s 6/18 [=========>....................] - ETA: 7s 7/18 [==========>...................] - ETA: 6s 8/18 [============>.................] - ETA: 6s 9/18 [==============>...............] - ETA: 5s 10/18 [===============>..............] - ETA: 4s 11/18 [=================>............] - ETA: 4s 12/18 [===================>..........] - ETA: 3s 13/18 [====================>.........] - ETA: 3s 14/18 [======================>.......] - ETA: 2s 15/18 [========================>.....] - ETA: 1s 16/18 [=========================>....] - ETA: 1s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - ETA: 0s 18/18 [==============================] - 11s 646ms/step +inserting motif: tn5_3 +CCTCTACACTGTGCAGAA + 1/18 [>.............................] - ETA: 0s 2/18 [==>...........................] - ETA: 9s 3/18 [====>.........................] - ETA: 9s 4/18 [=====>........................] - ETA: 8s 5/18 [=======>......................] - ETA: 8s 6/18 [=========>....................] - ETA: 7s 7/18 [==========>...................] - ETA: 6s 8/18 [============>.................] - ETA: 6s 9/18 [==============>...............] - ETA: 5s 10/18 [===============>..............] - ETA: 4s 11/18 [=================>............] - ETA: 4s 12/18 [===================>..........] - ETA: 3s 13/18 [====================>.........] - ETA: 3s 14/18 [======================>.......] - ETA: 2s 15/18 [========================>.....] - ETA: 1s 16/18 [=========================>....] - ETA: 1s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - ETA: 0s 18/18 [==============================] - 11s 647ms/step + 1/18 [>.............................] - ETA: 0s 2/18 [==>...........................] - ETA: 9s 3/18 [====>.........................] - ETA: 9s 4/18 [=====>........................] - ETA: 8s 5/18 [=======>......................] - ETA: 8s 6/18 [=========>....................] - ETA: 7s 7/18 [==========>...................] - ETA: 6s 8/18 [============>.................] - ETA: 6s 9/18 [==============>...............] - ETA: 5s 10/18 [===============>..............] - ETA: 4s 11/18 [=================>............] - ETA: 4s 12/18 [===================>..........] - ETA: 3s 13/18 [====================>.........] - ETA: 3s 14/18 [======================>.......] - ETA: 2s 15/18 [========================>.....] - ETA: 1s 16/18 [=========================>....] - ETA: 1s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - ETA: 0s 18/18 [==============================] - 11s 646ms/step +inserting motif: tn5_4 +GCACAGTTCTAGACTGTGCAG + 1/18 [>.............................] - ETA: 0s 2/18 [==>...........................] - ETA: 9s 3/18 [====>.........................] - ETA: 9s 4/18 [=====>........................] - ETA: 8s 5/18 [=======>......................] - ETA: 8s 6/18 [=========>....................] - ETA: 7s 7/18 [==========>...................] - ETA: 6s 8/18 [============>.................] - ETA: 6s 9/18 [==============>...............] - ETA: 5s 10/18 [===============>..............] - ETA: 4s 11/18 [=================>............] - ETA: 4s 12/18 [===================>..........] - ETA: 3s 13/18 [====================>.........] - ETA: 3s 14/18 [======================>.......] - ETA: 2s 15/18 [========================>.....] - ETA: 1s 16/18 [=========================>....] - ETA: 1s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - ETA: 0s 18/18 [==============================] - 11s 646ms/step + 1/18 [>.............................] - ETA: 0s 2/18 [==>...........................] - ETA: 9s 3/18 [====>.........................] - ETA: 9s 4/18 [=====>........................] - ETA: 8s 5/18 [=======>......................] - ETA: 8s 6/18 [=========>....................] - ETA: 7s 7/18 [==========>...................] - ETA: 6s 8/18 [============>.................] - ETA: 6s 9/18 [==============>...............] - ETA: 5s 10/18 [===============>..............] - ETA: 4s 11/18 [=================>............] - ETA: 4s 12/18 [===================>..........] - ETA: 3s 13/18 [====================>.........] - ETA: 3s 14/18 [======================>.......] - ETA: 2s 15/18 [========================>.....] - ETA: 1s 16/18 [=========================>....] - ETA: 1s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - ETA: 0s 18/18 [==============================] - 11s 647ms/step +inserting motif: tn5_5 +CTGCACAGTGTAGAGTTGTGC + 1/18 [>.............................] - ETA: 0s 2/18 [==>...........................] - ETA: 9s 3/18 [====>.........................] - ETA: 9s 4/18 [=====>........................] - ETA: 8s 5/18 [=======>......................] - ETA: 8s 6/18 [=========>....................] - ETA: 7s 7/18 [==========>...................] - ETA: 6s 8/18 [============>.................] - ETA: 6s 9/18 [==============>...............] - ETA: 5s 10/18 [===============>..............] - ETA: 4s 11/18 [=================>............] - ETA: 4s 12/18 [===================>..........] - ETA: 3s 13/18 [====================>.........] - ETA: 3s 14/18 [======================>.......] - ETA: 2s 15/18 [========================>.....] - ETA: 1s 16/18 [=========================>....] - ETA: 1s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - ETA: 0s 18/18 [==============================] - 11s 646ms/step + 1/18 [>.............................] - ETA: 0s 2/18 [==>...........................] - ETA: 9s 3/18 [====>.........................] - ETA: 9s 4/18 [=====>........................] - ETA: 8s 5/18 [=======>......................] - ETA: 8s 6/18 [=========>....................] - ETA: 7s 7/18 [==========>...................] - ETA: 6s 8/18 [============>.................] - ETA: 6s 9/18 [==============>...............] - ETA: 5s 10/18 [===============>..............] - ETA: 4s 11/18 [=================>............] - ETA: 4s 12/18 [===================>..........] - ETA: 3s 13/18 [====================>.........] - ETA: 3s 14/18 [======================>.......] - ETA: 2s 15/18 [========================>.....] - ETA: 1s 16/18 [=========================>....] - ETA: 1s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - ETA: 0s 18/18 [==============================] - 11s 646ms/step +Saving marginal footprints +2022-09-22_05-54-03: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//footprints +2022-09-22_05-54-03: 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/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR823ZCR//chrombpnet_model_feb15_fold_1//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "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: tn5_1 +GCACAGTACAGAGCTG + 1/18 [>.............................] - ETA: 39s 3/18 [====>.........................] - ETA: 0s  4/18 [=====>........................] - ETA: 0s 6/18 [=========>....................] - ETA: 0s 8/18 [============>.................] - ETA: 0s 10/18 [===============>..............] - ETA: 0s 12/18 [===================>..........] - ETA: 0s 13/18 [====================>.........] - ETA: 0s 15/18 [========================>.....] - ETA: 0s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - ETA: 0s 18/18 [==============================] - 4s 77ms/step + 1/18 [>.............................] - ETA: 0s 3/18 [====>.........................] - ETA: 0s 5/18 [=======>......................] - ETA: 0s 7/18 [==========>...................] - ETA: 0s 9/18 [==============>...............] - ETA: 0s 11/18 [=================>............] - ETA: 0s 13/18 [====================>.........] - ETA: 0s 15/18 [========================>.....] - ETA: 0s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - 1s 52ms/step +inserting motif: tn5_2 +GTGCACAGTTCTAGAGTGTGCAG + 1/18 [>.............................] - ETA: 0s 3/18 [====>.........................] - ETA: 0s 5/18 [=======>......................] - ETA: 0s 7/18 [==========>...................] - ETA: 0s 9/18 [==============>...............] - ETA: 0s 11/18 [=================>............] - ETA: 0s 13/18 [====================>.........] - ETA: 0s 15/18 [========================>.....] - ETA: 0s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - 1s 52ms/step + 1/18 [>.............................] - ETA: 0s 3/18 [====>.........................] - ETA: 0s 5/18 [=======>......................] - ETA: 0s 7/18 [==========>...................] - ETA: 0s 9/18 [==============>...............] - ETA: 0s 11/18 [=================>............] - ETA: 0s 13/18 [====================>.........] - ETA: 0s 15/18 [========================>.....] - ETA: 0s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - 1s 52ms/step +inserting motif: tn5_3 +CCTCTACACTGTGCAGAA + 1/18 [>.............................] - ETA: 0s 3/18 [====>.........................] - ETA: 0s 5/18 [=======>......................] - ETA: 0s 7/18 [==========>...................] - ETA: 0s 9/18 [==============>...............] - ETA: 0s 11/18 [=================>............] - ETA: 0s 13/18 [====================>.........] - ETA: 0s 15/18 [========================>.....] - ETA: 0s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - 1s 52ms/step + 1/18 [>.............................] - ETA: 0s 3/18 [====>.........................] - ETA: 0s 5/18 [=======>......................] - ETA: 0s 7/18 [==========>...................] - ETA: 0s 9/18 [==============>...............] - ETA: 0s 11/18 [=================>............] - ETA: 0s 13/18 [====================>.........] - ETA: 0s 15/18 [========================>.....] - ETA: 0s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - 1s 52ms/step +inserting motif: tn5_4 +GCACAGTTCTAGACTGTGCAG + 1/18 [>.............................] - ETA: 0s 3/18 [====>.........................] - ETA: 0s 5/18 [=======>......................] - ETA: 0s 7/18 [==========>...................] - ETA: 0s 9/18 [==============>...............] - ETA: 0s 11/18 [=================>............] - ETA: 0s 13/18 [====================>.........] - ETA: 0s 15/18 [========================>.....] - ETA: 0s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - 1s 52ms/step + 1/18 [>.............................] - ETA: 0s 3/18 [====>.........................] - ETA: 0s 5/18 [=======>......................] - ETA: 0s 7/18 [==========>...................] - ETA: 0s 9/18 [==============>...............] - ETA: 0s 11/18 [=================>............] - ETA: 0s 13/18 [====================>.........] - ETA: 0s 15/18 [========================>.....] - ETA: 0s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - 1s 52ms/step +inserting motif: tn5_5 +CTGCACAGTGTAGAGTTGTGC + 1/18 [>.............................] - ETA: 0s 3/18 [====>.........................] - ETA: 0s 5/18 [=======>......................] - ETA: 0s 7/18 [==========>...................] - ETA: 0s 9/18 [==============>...............] - ETA: 0s 11/18 [=================>............] - ETA: 0s 13/18 [====================>.........] - ETA: 0s 15/18 [========================>.....] - ETA: 0s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - 1s 52ms/step + 1/18 [>.............................] - ETA: 0s 3/18 [====>.........................] - ETA: 0s 5/18 [=======>......................] - ETA: 0s 7/18 [==========>...................] - ETA: 0s 9/18 [==============>...............] - ETA: 0s 11/18 [=================>............] - ETA: 0s 13/18 [====================>.........] - ETA: 0s 15/18 [========================>.....] - ETA: 0s 17/18 [===========================>..] - ETA: 0s 18/18 [==============================] - 1s 52ms/step +Saving marginal footprints